From ecdd6cb10a39d73f7ce2b453111d134f8ef3ae4b Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Wed, 26 Sep 2018 19:17:35 +0200
Subject: [PATCH 01/65] Add crosscheck routines

---
 src/000_set_environment.R                   | 47 +++++++++++++++++
 src/010_rasterdb_hyperspectral_processing.R | 57 +++++++++++++++++++++
 2 files changed, 104 insertions(+)
 create mode 100644 src/000_set_environment.R
 create mode 100644 src/010_rasterdb_hyperspectral_processing.R

diff --git a/src/000_set_environment.R b/src/000_set_environment.R
new file mode 100644
index 0000000..a602408
--- /dev/null
+++ b/src/000_set_environment.R
@@ -0,0 +1,47 @@
+# Set path ---------------------------------------------------------------------
+if(Sys.info()["sysname"] == "Windows"){
+  filepath_base <- "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/"
+} else {
+  filepath_base <- "/media/permanent/active/KI-Hyperspec/"
+}
+
+path_data <- paste0(filepath_base, "/data/")
+path_biodiv <- paste0(path_data, "/biodiv/")
+path_org <- paste0(path_data, "/hypspec_org/")
+path_plots <- paste0(path_data, "/plots/")
+path_rdata <- paste0(path_data, "/rdata/")
+path_temp <- paste0(path_data, "/temp/")
+path_output <- paste0(path_data, "/output/")
+path_vis <- paste0(path_data, "/vis/")
+
+
+# Set libraries ----------------------------------------------------------------
+library(biodivTools) # devtools::install_github("environmentalinformatics-marburg/biodivTools")
+library(doParallel)
+library(CAST)
+library(grid)
+library(gridExtra)
+library(gpm)
+library(lavaan)
+library(rgeos)
+library(ggplot2)
+library(mapview)
+library(metTools)  # devtools::install_github("environmentalinformatics-marburg/metTools")
+library(raster)
+library(reshape2)
+library(rgdal)
+library(satellite)
+library(satelliteTools)  # devtools::install_github("environmentalinformatics-marburg/satelliteTools")
+library(semPlot)
+library(sp)
+library(vegan)
+library(yaml)
+
+# Other settings ---------------------------------------------------------------
+rasterOptions(tmpdir = path_temp)
+
+saga_cmd <- "C:/OSGeo4W64/apps/saga/saga_cmd.exe "
+# initOTB("C:/OSGeo4W64/bin/")
+initOTB("C:/OSGeo4W64/OTB-5.8.0-win64/OTB-5.8.0-win64/bin/")
+
+
diff --git a/src/010_rasterdb_hyperspectral_processing.R b/src/010_rasterdb_hyperspectral_processing.R
new file mode 100644
index 0000000..cd750d0
--- /dev/null
+++ b/src/010_rasterdb_hyperspectral_processing.R
@@ -0,0 +1,57 @@
+# Extract hyperspectral data from database using the extent of the plots as 
+# defined by polygons B
+
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+
+# Set account
+userpwd <- "thomas.nauss:cd7dLfgm" # use this account (if not loaded from file)
+
+# Open remote sensing database
+remotesensing <- RemoteSensing$new("http://137.248.191.215:8081", userpwd) # remote server
+
+# Get rasterdb
+dbs = c("kili_campaign1_hyperspectral_lvl3_2015", "kili_campaign2_hyperspectral_lvl3_2016")
+for(db in dbs){
+  dir.create(paste0(path_org, db), 
+             showWarnings = FALSE)
+  rasterdb <- remotesensing$rasterdb(db)
+  bands = rasterdb$bands
+  saveRDS(bands,
+          file = paste0(path_org, db, "/bands_", db, ".rds"))
+  
+  # Get data
+  rg = "kili_poi_plots"
+  pois = remotesensing$poi_group(rg)
+  for(n in pois$name){
+    poi <- remotesensing$poi(group_name=rg, poi_name=n)
+    ext <- extent_diameter(poi$x, poi$y, 100)
+    r <- rasterdb$raster(ext)
+    saveRDS(r, file = paste0(path_org, db, "/", n, ".rds"))
+  }
+}
+
+
+# Get data
+rg = "kili_roi_plot_poles_b"
+rois = remotesensing$roi_group(rg)
+for(n in rois$name){
+  roi <- remotesensing$roi(group_name=rg, roi_name=n)
+  ext <- extent(min(roi$polygon[[1]][,1]), max(roi$polygon[[1]][,1]),
+                min(roi$polygon[[1]][,2]), max(roi$polygon[[1]][,2]))
+  r <- rasterdb$raster(ext)
+  saveRDS(r, file =  paste0(path_org, n, ".rds"))
+}
+
+
+# Check data
+ds = list.files(path_org, full.names = TRUE)
+pb = shapefile(paste0(path_plots, "BPolygon.shp"))
+
+temp = readRDS(ds[[1]])
+pb = spTransform(pb, projection(temp))
+for(d in ds){
+  r = readRDS(d)
+  plot(r[[109]], main = substr(basename(d), 1, 4))
+  plot(pb[grep(substr(basename(d), 1, 4), pb$PlotID),], add = TRUE)
+  mapview(r[[109]]) + pb[grep(substr(basename(d), 1, 4), pb$PlotID),]
+}

From 5c0c58d22308159fb8dba0df0a064191860809a1 Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Wed, 26 Sep 2018 23:33:42 +0200
Subject: [PATCH 02/65] Update 010

---
 src/010_rasterdb_hyperspectral_processing.R | 20 ++++++++++----------
 1 file changed, 10 insertions(+), 10 deletions(-)

diff --git a/src/010_rasterdb_hyperspectral_processing.R b/src/010_rasterdb_hyperspectral_processing.R
index cd750d0..ada3cc0 100644
--- a/src/010_rasterdb_hyperspectral_processing.R
+++ b/src/010_rasterdb_hyperspectral_processing.R
@@ -31,16 +31,16 @@ for(db in dbs){
 }
 
 
-# Get data
-rg = "kili_roi_plot_poles_b"
-rois = remotesensing$roi_group(rg)
-for(n in rois$name){
-  roi <- remotesensing$roi(group_name=rg, roi_name=n)
-  ext <- extent(min(roi$polygon[[1]][,1]), max(roi$polygon[[1]][,1]),
-                min(roi$polygon[[1]][,2]), max(roi$polygon[[1]][,2]))
-  r <- rasterdb$raster(ext)
-  saveRDS(r, file =  paste0(path_org, n, ".rds"))
-}
+# # Get data
+# rg = "kili_roi_plot_poles_b"
+# rois = remotesensing$roi_group(rg)
+# for(n in rois$name){
+#   roi <- remotesensing$roi(group_name=rg, roi_name=n)
+#   ext <- extent(min(roi$polygon[[1]][,1]), max(roi$polygon[[1]][,1]),
+#                 min(roi$polygon[[1]][,2]), max(roi$polygon[[1]][,2]))
+#   r <- rasterdb$raster(ext)
+#   saveRDS(r, file =  paste0(path_org, n, ".rds"))
+# }
 
 
 # Check data

From 992c6d80364840be00bdbbec7356b67986ce5cfb Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Thu, 27 Sep 2018 22:07:08 +0200
Subject: [PATCH 03/65] Update

---
 src/Neues Textdokument.txt | 6 ++++++
 1 file changed, 6 insertions(+)
 create mode 100644 src/Neues Textdokument.txt

diff --git a/src/Neues Textdokument.txt b/src/Neues Textdokument.txt
new file mode 100644
index 0000000..e996ee2
--- /dev/null
+++ b/src/Neues Textdokument.txt	
@@ -0,0 +1,6 @@
+1. PCA
+2. PCA inverse (95%)
+3. VegIndices
+4. Haralick (8, 16, x), 1, 3, 9 15 30 m, welches Band? PCA 1? nur die, die gut sind
+5. Openness, closeness
+5. Mean, SD, Rao Q pro Datenlayer und einmal über alle, Rao Q ggf. auf Fenstern

From 14d14612a4ced32edf6dce7635560c367e7b6fdd Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Fri, 5 Oct 2018 20:00:20 +0200
Subject: [PATCH 04/65] Use filled images

---
 src/000_set_environment.R                   |   54 +-
 src/001_functions.R                         | 1120 +++++++++++++++++++
 src/010_biodiv_preprocessing.R              |   14 +
 src/010_rasterdb_hyperspectral_processing.R |   57 -
 src/020_rasterdb_hyperspectral_processing.R |   79 ++
 src/025_extract_aoi.R                       |   28 +
 src/030_noise_removal.R                     |   65 ++
 src/040_vegIndices.R                        |   46 +
 src/050_divIndices.R                        |   34 +
 9 files changed, 1420 insertions(+), 77 deletions(-)
 create mode 100644 src/001_functions.R
 create mode 100644 src/010_biodiv_preprocessing.R
 delete mode 100644 src/010_rasterdb_hyperspectral_processing.R
 create mode 100644 src/020_rasterdb_hyperspectral_processing.R
 create mode 100644 src/025_extract_aoi.R
 create mode 100644 src/030_noise_removal.R
 create mode 100644 src/040_vegIndices.R
 create mode 100644 src/050_divIndices.R

diff --git a/src/000_set_environment.R b/src/000_set_environment.R
index a602408..80540f4 100644
--- a/src/000_set_environment.R
+++ b/src/000_set_environment.R
@@ -1,47 +1,61 @@
 # Set path ---------------------------------------------------------------------
 if(Sys.info()["sysname"] == "Windows"){
-  filepath_base <- "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/"
+  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/"
 } else {
-  filepath_base <- "/media/permanent/active/KI-Hyperspec/"
+  filepath_base = "/media/permanent/active/KI-Hyperspec/"
 }
 
-path_data <- paste0(filepath_base, "/data/")
-path_biodiv <- paste0(path_data, "/biodiv/")
-path_org <- paste0(path_data, "/hypspec_org/")
-path_plots <- paste0(path_data, "/plots/")
-path_rdata <- paste0(path_data, "/rdata/")
-path_temp <- paste0(path_data, "/temp/")
-path_output <- paste0(path_data, "/output/")
-path_vis <- paste0(path_data, "/vis/")
+filepath_source = paste0(filepath_base, "HySpec_KiLi/src/001_functions.R")
+path_data = paste0(filepath_base, "/data/")
+path_biodiv = paste0(path_data, "/biodiv/")
+
+path_hyp_org = paste0(path_data, "/020_hypspec_org/")
+path_hyp_aio = paste0(path_data, "/025_hypspec_aio/")
+path_hyp_nrm = paste0(path_data, "/030_hypspec_nrm/")
+path_hyp_vegidcs = paste0(path_data, "/040_hypspec_vegidcs/")
+path_hyp_dividcs = paste0(path_data, "/050_hypspec_dividcs/")
+
+path_plots = paste0(path_data, "/plots/")
+path_rdata = paste0(path_data, "/rdata/")
+path_meta = paste0(path_data, "/meta/")
+path_temp = paste0(path_data, "/temp/")
+path_output = paste0(path_data, "/output/")
+path_vis = paste0(path_data, "/vis/")
 
 
 # Set libraries ----------------------------------------------------------------
 library(biodivTools) # devtools::install_github("environmentalinformatics-marburg/biodivTools")
-library(doParallel)
 library(CAST)
+library(doParallel)
 library(grid)
 library(gridExtra)
-library(gpm)
-library(lavaan)
+# library(gpm)
+library(hsdar)
+# library(lavaan)
+# library(rPointDB)
 library(rgeos)
 library(ggplot2)
 library(mapview)
-library(metTools)  # devtools::install_github("environmentalinformatics-marburg/metTools")
+# library(metTools)  # devtools::install_github("environmentalinformatics-marburg/metTools")
 library(raster)
+library(RStoolbox)
 library(reshape2)
 library(rgdal)
-library(satellite)
-library(satelliteTools)  # devtools::install_github("environmentalinformatics-marburg/satelliteTools")
-library(semPlot)
+# library(satellite)
+# library(satelliteTools)  # devtools::install_github("environmentalinformatics-marburg/satelliteTools")
+# library(semPlot)
 library(sp)
-library(vegan)
-library(yaml)
+library(spacetime)
+library(spectralrao)  # devtools::install_github("mattmar/spectralrao")
+# library(vegan)
+# library(yaml)
 
 # Other settings ---------------------------------------------------------------
 rasterOptions(tmpdir = path_temp)
 
-saga_cmd <- "C:/OSGeo4W64/apps/saga/saga_cmd.exe "
+saga_cmd = "C:/OSGeo4W64/apps/saga/saga_cmd.exe "
 # initOTB("C:/OSGeo4W64/bin/")
 initOTB("C:/OSGeo4W64/OTB-5.8.0-win64/OTB-5.8.0-win64/bin/")
 
+source(filepath_source)
 
diff --git a/src/001_functions.R b/src/001_functions.R
new file mode 100644
index 0000000..d1d754d
--- /dev/null
+++ b/src/001_functions.R
@@ -0,0 +1,1120 @@
+# Visually check data
+visCheck = function(datapath, polygonfile, band = 109){
+  ds = list.files(datapath, full.names = TRUE)
+  pb = shapefile(polygonfile)
+  
+  reproj = TRUE
+  for(d in ds){
+    r = readRDS(d)
+    if(reproj){
+      pb = spTransform(pb, projection(r))
+      reproj = FALSE
+    }
+    plot(r[[band]], main = substr(basename(d), 1, 4))
+    plot(pb[grep(substr(basename(d), 1, 4), pb$PlotID),], add = TRUE)
+  }
+}
+
+
+# Spectral rao
+######### SPECTRALRAO #############################
+## Developed by Matteo Marcantonio
+## Latest update: 04th October 2018
+## -------------------------------------------------
+## Code to calculate Rao's quadratic entropy on a
+## numeric matrix, RasterLayer object (or lists)
+## using a moving window algorithm. 
+## The function also calculates Shannon-Wiener index.
+## -------------------------------------------------
+## Rao's Q Min = 0, if all pixel classes have
+## distance 0. If the chosen distance ranges between
+## 0 and 1, Rao's Max = 1-1/S (Simpson Diversity,
+## where S is the number of pixel classes).
+## -------------------------------------------------
+## Find more info and application here: 
+## 1) https://doi.org/10.1016/j.ecolind.2016.07.039 Titel anhand dieser DOI in Citavi-Projekt übernehmen 
+## 2) https://besjournals.onlinelibrary.wiley.com/doi/10.1111/2041-210X.12941 %CITAVIPICKER£10.1111/2041-210X.12941£Titel anhand dieser DOI in Citavi-Projekt übernehmen£%
+#####################################################
+# Function
+spectralrao <- function(input, distance_m="euclidean", p=NULL, window=9, mode="classic", lambda=0, shannon=FALSE, rescale=FALSE, na.tolerance=0.0, simplify=3, nc.cores=1, cluster.type="MPI", debugging=FALSE, ...)
+{
+  #
+  ## Load required packages
+  #
+  require(raster)
+  require(svMisc)
+  require(proxy)
+  #
+  ## Define function to check if a number is an integer
+  #
+  is.wholenumber <- function(x, tol = .Machine$double.eps^0.5)  abs(x - round(x)) < tol
+  #
+  ## Initial checks
+  #
+  if( !(is(input,"matrix") | is(input,"SpatialGridDataFrame") | is(input,"RasterLayer") | is(input,"list")) ) {
+    stop("\nNot a valid input object.")
+  }
+  if( is(input,"SpatialGridDataFrame") ) {
+    input <- raster(input) # Change input matrix/ces names
+  }
+  if( is(input,"matrix") | is(input,"RasterLayer")) {
+    rasterm<-input
+  } else if( is(input,"list") ) {
+    rasterm<-input[[1]]
+  }
+  if(na.tolerance>1){
+    stop("na.tolerance must be in the [0-1] interval. Exiting...")
+  }
+  # Deal with matrices and RasterLayer in a different way
+  # If data are raster layers
+  if( is(input[[1]],"RasterLayer") ) {
+    if( mode=="classic" ){
+      isfloat<-FALSE # If data are float numbers, transform them in integer
+      if( !is.wholenumber(rasterm@data@min) | !is.wholenumber(rasterm@data@max) | is.infinite(rasterm@data@min) ){
+        message("Converting input data in an integer matrix...")
+        isfloat<-TRUE
+        mfactor<-100^simplify
+        rasterm<-getValues(rasterm)*mfactor
+        gc()
+        rasterm<-as.integer(rasterm)
+        gc()
+        rasterm<-matrix(rasterm,nrow(input),ncol(input),byrow=TRUE)
+        gc()
+      }else{
+        rasterm<-matrix(getValues(rasterm),ncol=ncol(input),nrow=nrow(input),byrow=T)
+      }
+    }
+    #Print user messages
+    if( mode=="classic" & shannon ){
+      message("Matrix check OK: \nRao and Shannon output matrices will be returned")
+    }else if( mode=="classic" & !shannon ){
+      message("Matrix check OK: \nRao output matrix will be returned")
+    }else if( mode=="multidimension" & !shannon ){
+      message(("Matrix check OK: \nA matrix with multimension RaoQ will be returned"))
+    }else if( mode=="multidimension" & shannon ){
+      stop("Matrix check failed: \nMultidimension and Shannon not compatible, set shannon=FALSE")
+    }else{
+      stop("Matrix check failed: \nNot a valid input | method | distance, please check all these options...")
+    }
+    # If data are a matrix or a list
+  }else if( is(input,"matrix") | is(input,"list") ) {
+    if( mode=="classic" ){ 
+      isfloat<-FALSE # If data are float numbers, transform them in integer
+      if( !is.integer(rasterm) ){
+        message("Converting input data in an integer matrix...")
+        isfloat<-TRUE
+        mfactor<-100^simplify
+        rasterm<-as.integer(rasterm*mfactor)
+        rasterm<-matrix(rasterm,nrow(input),ncol(input),byrow=TRUE)
+        gc()
+      }else{
+        rasterm<-as.matrix(rasterm)
+      }
+    }
+    if( mode=="classic" & shannon ){
+      message("Matrix check OK: \nRao and Shannon output matrices will be returned")
+    }else if( mode=="classic" & !shannon ){
+      message("Matrix check OK: \nRao output matrix will be returned")
+    }else if( mode=="multidimension" & shannon ){
+      stop("Matrix check failed: \nMultidimension and Shannon not compatible, set shannon=FALSE")
+    }else if( mode=="multidimension" & !shannon ){
+      message(("Matrix check OK: \nA matrix with multimension RaoQ will be returned"))
+    }else{
+      stop("Matrix check failed: \nNot a valid input | method | distance, please check all these options")
+    }
+  }
+  
+  if(nc.cores>1) {
+    if(mode=="multidimension"){
+      message(
+        "Multi-core is not supported for multidimensional Rao, proceding with 1 core...")
+      nc.cores=1
+    }else{
+      message("
+              ##################### Starting parallel calculation #######################")
+    }
+  }
+  #
+  ## Derive operational moving window
+  #
+  if( window%%2==1 ){
+    w <- (window-1)/2
+  } else {
+    stop("Moving window size must be an odd number.")
+  }
+  #
+  ## Preparation of output matrices
+  #
+  if(nc.cores==1) {
+    raoqe<-matrix(rep(NA,dim(rasterm)[1]*dim(rasterm)[2]),nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
+  }
+  if(shannon){
+    shannond<-matrix(rep(NA,dim(rasterm)[1]*dim(rasterm)[2]),nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
+  }
+  #
+  ## If mode is classic Rao
+  #
+  if(mode=="classic") {
+    #
+    # If classic RaoQ is parallelized
+    #
+    if(nc.cores>1) {
+      #
+      ## Required packages for parallel calculation
+      #
+      require(foreach)
+      require(doSNOW)
+      require(parallel)
+      if( cluster.type=="MPI" ){
+        require(Rmpi)
+      }
+      #
+      ## Reshape values
+      #
+      values<-as.numeric(as.factor(rasterm))
+      rasterm_1<-matrix(data=values,nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
+      #
+      ## Add fake columns and rows for moving window
+      #
+      hor<-matrix(NA,ncol=dim(rasterm)[2],nrow=w)
+      ver<-matrix(NA,ncol=w,nrow=dim(rasterm)[1]+w*2)
+      trasterm<-cbind(ver,rbind(hor,rasterm_1,hor),ver)
+      rm(hor,ver,rasterm_1,values); gc()
+      if(debugging){cat("#check: RaoQ parallel function.")}
+      #       
+      ## Derive distance matrix
+      #
+      d1<-proxy::dist(as.numeric(levels(as.factor(rasterm))),method=distance_m)
+      gc()
+      #
+      ## Export variables in the global environment
+      #
+      if(isfloat) {
+        sapply(c("mfactor"), function(x) {assign(x,get(x),envir= .GlobalEnv)})
+      }
+      #       
+      ## Create cluster object with given number of slaves
+      #
+      plr<<-TRUE
+      if( cluster.type=="SOCK" || cluster.type=="FORK" ) {
+        cls <- parallel::makeCluster(nc.cores,type=cluster.type, outfile="",useXDR=FALSE,methods=FALSE,output="")
+      } else if( cluster.type=="MPI" ) {
+        cls <- makeMPIcluster(nc.cores,outfile="",useXDR=FALSE,methods=FALSE,output="")
+      }
+      registerDoSNOW(cls)
+      clusterCall(cl=cls, function() library("parallel"))
+      if(isfloat) {
+        parallel::clusterExport(cl=cls, varlist=c("mfactor"))
+      }
+      on.exit(stopCluster(cls)) # Close the clusters on exit
+      gc()
+      #
+      ## Start the parallelized loop over iter
+      #
+      pb <- txtProgressBar(min = (1+w), max = dim(rasterm)[2], style = 3)
+      progress <- function(n) setTxtProgressBar(pb, n)
+      opts <- list(progress = progress)
+      raop <- foreach(cl=(1+w):(dim(rasterm)[2]+w),.options.snow = opts,.verbose = F) %dopar% {
+        if(debugging) {
+          cat(paste(cl))
+        }
+        raout <- sapply((1+w):(dim(rasterm)[1]+w), function(rw) {
+          if( length(!which(!trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]%in%NA)) < window^2-((window^2)*na.tolerance) ) {
+            vv<-NA
+            return(vv)
+          } 
+          else {
+            tw<-summary(as.factor(trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]),maxsum=10000)
+            if( "NA's"%in%names(tw) ) {
+              tw<-tw[-length(tw)]
+            }
+            if( debugging ) {
+              message("Working on coords ",rw,",",cl,". classes length: ",length(tw),". window size=",window)
+            }
+            tw_labels<-names(tw)
+            tw_values<-as.vector(tw)
+            if( length(tw_values) <=2 ) {
+              vv<-NA
+              return(vv)
+            }
+            else {
+              p <- tw_values/sum(tw_values)
+              p1 <- diag(0,length(tw_values))
+              p1[upper.tri(p1)] <- c(combn(p,m=2,FUN=prod))
+              p1[lower.tri(p1)] <- c(combn(p,m=2,FUN=prod))
+              d2 <- unname(as.matrix(d1)[as.numeric(tw_labels),as.numeric(tw_labels)])
+              vv <- sum(p1*d2)
+              return(vv)
+            }
+          }
+        })
+        return(raout)
+      } # End classic RaoQ - parallelized
+      message(("\n\nCalculation of Rao's index complete.\n"))
+      #
+      ## If classic RaoQ is sequential
+      #
+    } else if(nc.cores==1) {
+      # Reshape values
+      values<-as.numeric(as.factor(rasterm))
+      rasterm_1<-matrix(data=values,nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
+      # Add fake columns and rows for moving window
+      hor<-matrix(NA,ncol=dim(rasterm)[2],nrow=w)
+      ver<-matrix(NA,ncol=w,nrow=dim(rasterm)[1]+w*2)
+      trasterm<-cbind(ver,rbind(hor,rasterm_1,hor),ver)
+      # Derive distance matrix
+      classes<-levels(as.factor(rasterm))
+      d1<-proxy::dist(x=as.numeric(classes),method=distance_m)
+      # Loop over each pixel
+      for (cl in (1+w):(dim(rasterm)[2]+w)) {
+        for(rw in (1+w):(dim(rasterm)[1]+w)) {
+          if( length(!which(!trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]%in%NA)) < window^2-((window^2)*na.tolerance) ) {
+            raoqe[rw-w,cl-w]<-NA
+          } else {
+            tw<-summary(as.factor(trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]),maxsum=10000)
+            if( "NA's"%in%names(tw) ) {
+              tw<-tw[-length(tw)]
+            }
+            if(debugging) {
+              message("Working on coords ",rw ,",",cl,". classes length: ",length(tw),". window size=",window)
+            }
+            tw_labels<-names(tw)
+            tw_values<-as.vector(tw)
+            if(length(tw_values) <= 2) {
+              raoqe[rw-w,cl-w]<-NA
+            } else {
+              p <- tw_values/sum(tw_values)
+              p1 <- diag(0,length(tw_values))
+              p1[upper.tri(p1)] <- c(combn(p,m=2,FUN=prod))
+              p1[lower.tri(p1)] <- c(combn(p,m=2,FUN=prod))
+              d2 <- unname(as.matrix(d1)[as.numeric(tw_labels),as.numeric(tw_labels)])
+              if(isfloat) {
+                raoqe[rw-w,cl-w]<-sum(p1*d2)/mfactor
+              } else {
+                raoqe[rw-w,cl-w]<-sum(p1*d2)
+              }
+            }
+          } 
+          progress(value=cl, max.value=c((dim(rasterm)[2]+w)+(dim(rasterm)[1]+w))/2, progress.bar = FALSE)
+        } 
+      } # End of for loop 
+      message(("\nCalculation of Rao's index complete.\n"))
+    }
+  }  # End classic RaoQ - sequential
+  else if( mode=="multidimension" ){
+    if(debugging) {
+      message("#check: Into multidimensional clause.")
+    }
+    #----------------------------------------------------#
+    #
+    ## If multimensional RaoQ
+    #
+    # Check if there are NAs in the matrices
+    if ( is(rasterm,"RasterLayer") ){
+      if(any(sapply(lapply(unlist(input),length),is.na)==TRUE))
+        message("\n Warning: One or more RasterLayers contain NA which will be threated as 0")
+    } else if ( is(rasterm,"matrix") ){
+      if(any(sapply(input, is.na)==TRUE) ) {
+        message("\n Warning: One or more matrices contain NA which will be threated as 0")
+      }
+    }
+    #
+    ## Check whether the chosen distance metric is valid or not
+    #
+    if( distance_m=="euclidean" | distance_m=="manhattan" | distance_m=="canberra" | distance_m=="minkowski" | distance_m=="mahalanobis" ) {
+      #
+      ## Define distance functions
+      #
+      #euclidean
+      multieuclidean <- function(x) {
+        tmp <- lapply(x, function(y) {
+          (y[[1]]-y[[2]])^2
+        })
+        return(sqrt(Reduce(`+`,tmp)))
+      }
+      #manhattan
+      multimanhattan <- function(x) {
+        tmp <- lapply(x, function(y) {
+          abs(y[[1]]-y[[2]])
+        })
+        return(Reduce(`+`,tmp))
+      }
+      #canberra
+      multicanberra <- function(x) {
+        tmp <- lapply(x, function(y) {
+          abs(y[[1]] - y[[2]]) / (abs(y[[1]]) + abs(y[[2]]))
+        })
+        return(Reduce(`+`,tmp))
+      }
+      #minkowski
+      multiminkowski <- function(x) {
+        tmp <- lapply(x, function(y) {
+          abs((y[[1]]-y[[2]])^lambda)
+        })
+        return(Reduce(`+`,tmp)^(1/lambda))
+      }
+      #mahalanobis
+      multimahalanobis <- function(x){
+        tmp <- matrix(unlist(lapply(x,function(y) as.vector(y))),ncol=2)
+        tmp <- tmp[!is.na(tmp[,1]),] 
+        if( length(tmp)==0 | is.null(dim(tmp)) ) {
+          return(NA)
+        } else if(rcond(cov(tmp)) <= 0.001) {
+          return(NA)
+        } else {
+          #return the inverse of the covariance matrix of tmp; aka the precision matrix
+          inverse<-solve(cov(tmp)) 
+          if(debugging){
+            print(inverse)
+          }
+          tmp<-scale(tmp,center=T,scale=F)
+          tmp<-as.numeric(t(tmp[1,])%*%inverse%*%tmp[1,])
+          return(sqrt(tmp))
+        }
+      }
+      #
+      ## Decide what function to use
+      #
+      if( distance_m=="euclidean") {
+        distancef <- get("multieuclidean")
+      } else if( distance_m=="manhattan" ) {
+        distancef <- get("multimanhattan")
+      } else if( distance_m=="canberra" ) {
+        distancef <- get("multicanberra")
+      } else if( distance_m=="minkowski" ) {
+        if( lambda==0 ) {
+          stop("The Minkowski Distance for lambda = 0 is Infinity; please choose another value for lambda.")
+        } else {
+          distancef <- get("multiminkowski") 
+        }
+      } else if( distance_m=="mahalanobis" ) {
+        distancef <- get("multimahalanobis")
+        warning("Multimahalanobis distance is not fully supported...")
+      }
+    } else {
+      stop("Distance function not defined for multidimensional Rao's Q; please choose among euclidean, manhattan, canberra, minkowski, mahalanobis!")
+    }
+    #
+    ## Reshape values
+    #
+    vls<-lapply(input, function(x) {raster::as.matrix(x)})
+    #
+    ## Rescale and add fake columns and rows for moving w
+    #
+    hor<-matrix(NA,ncol=dim(vls[[1]])[2],nrow=w)
+    ver<-matrix(NA,ncol=w,nrow=dim(vls[[1]])[1]+w*2)
+    if(rescale) {
+      trastersm<-lapply(vls, function(x) {
+        t1 <- raster::scale(raster(cbind(ver,rbind(hor,x,hor),ver)))
+        t2 <- as.matrix(t1)
+        return(t2)
+      })
+    } else {
+      trastersm<-lapply(vls, function(x) {
+        cbind(ver,rbind(hor,x,hor),ver)
+      })
+    }
+    #
+    ## Loop over all the pixels in the matrices
+    #
+    if( (ncol(vls[[1]])*nrow(vls[[1]]))> 10000) {
+      message("\n Warning: ",ncol(vls[[1]])*nrow(vls[[1]])*length(vls), " cells to be processed, may take some time... \n")
+    }
+    
+    
+    cores = 3
+    clp = parallel::makeCluster(cores)
+    doParallel::registerDoParallel(clp)
+    on.exit(stopCluster(clp))
+    
+    
+    t = foreach (cl = (1+w):(dim(vls[[1]])[2]+w), .combine="rbind", .packages="foreach") %dopar% {
+      foreach (rw = (1+w):(dim(vls[[1]])[1]+w), .combine="rbind") %dopar% {
+        if( length(!which(!trastersm[[1]][c(rw-w):c(rw+w),c(cl-w):c(cl+w)]%in%NA)) < window^2-((window^2)*na.tolerance) ) {
+          # raoqe[rw-w,cl-w] <- NA
+          return(data.frame(row=rw-w, col=cl-w, value=NA))
+        } else {
+          tw<-lapply(trastersm, function(x) { x[(rw-w):(rw+w),(cl-w):(cl+w)]
+          })
+          #
+          ## Vectorize the matrices in the list and calculate
+          #Among matrix pairwase distances
+          lv <- lapply(tw, function(x) {as.vector(t(x))})
+          vcomb <- combn(length(lv[[1]]),2)
+          vout <- c()
+          for(p in 1:ncol(vcomb) ) {
+            lpair <- lapply(lv, function(chi) {
+              c(chi[vcomb[1,p]],chi[vcomb[2,p]])
+            })
+            vout[p] <- distancef(lpair)
+          }
+          # raoqe[rw-w,cl-w] <- sum(rep(vout,2) * (1/(window)^4),na.rm=TRUE)
+          return(data.frame(row=rw-w, col=cl-w, value=sum(rep(vout,2) * (1/(window)^4),na.rm=TRUE)))
+        }
+
+      }
+      
+      
+      # do.call("rbind", lapply((1+w):(dim(vls[[1]])[1]+w), function(rw){
+      #   if( length(!which(!trastersm[[1]][c(rw-w):c(rw+w),c(cl-w):c(cl+w)]%in%NA)) < window^2-((window^2)*na.tolerance) ) {
+      #     # raoqe[rw-w,cl-w] <- NA
+      #     return(data.frame(row=rw-w, col=cl-w, value=NA))
+      #   } else {
+      #     tw<-lapply(trastersm, function(x) { x[(rw-w):(rw+w),(cl-w):(cl+w)]
+      #     })
+      #     #
+      #     ## Vectorize the matrices in the list and calculate
+      #     #Among matrix pairwase distances
+      #     lv <- lapply(tw, function(x) {as.vector(t(x))})
+      #     vcomb <- combn(length(lv[[1]]),2)
+      #     vout <- c()
+      #     for(p in 1:ncol(vcomb) ) {
+      #       lpair <- lapply(lv, function(chi) {
+      #         c(chi[vcomb[1,p]],chi[vcomb[2,p]])
+      #       })
+      #       vout[p] <- distancef(lpair)
+      #     }
+      #     # raoqe[rw-w,cl-w] <- sum(rep(vout,2) * (1/(window)^4),na.rm=TRUE)
+      #     return(data.frame(row=rw-w, col=cl-w, value=sum(rep(vout,2) * (1/(window)^4),na.rm=TRUE)))
+      #   }
+      # }))
+      
+      
+      
+      # progress(value=cl, max.value=dim(rasterm)[2]+w, progress.bar = FALSE)
+    }
+    raoqe<-matrix(rep(NA,dim(rasterm)[1]*dim(rasterm)[2]),nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
+    for(i in seq(nrow(t))){
+      raoqe[t[i,"row"], t[i,"col"]] = t[i,"value"]
+    }
+    
+    if(exists("pb")) {
+      close(pb) 
+    }
+  } else{
+    message("Something went wrong when trying to calculate Rao's indiex.")
+  }  # end of multimensional RaoQ
+  message("\nCalculation of Multidimensional Rao's index complete.\n")
+  
+  #----------------------------------------------------#
+  
+  #
+  ## Shannon
+  #
+  if( shannon==T ) {
+    message("\nStarting Shannon-Wiener index calculation:\n")
+    # Reshape values
+    values<-as.numeric(as.factor(rasterm))
+    rasterm_1<-matrix(data=values,nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
+    #
+    ## Add "fake" columns and rows for moving window
+    #
+    hor<-matrix(NA,ncol=dim(rasterm)[2],nrow=w)
+    ver<-matrix(NA,ncol=w,nrow=dim(rasterm)[1]+w*2)
+    trasterm<-cbind(ver,rbind(hor,rasterm_1,hor),ver)
+    #
+    ## Loop over all the pixels
+    #
+    for (cl in (1+w):(dim(rasterm)[2]+w)) {
+      for(rw in (1+w):(dim(rasterm)[1]+w)) {
+        if( length(!which(!trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]%in%NA)) < window^2-((window^2)*na.tolerance) ) {
+          shannond[rw-w,cl-w]<-NA
+        } else {
+          tw<-summary(as.factor(trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]))
+          if( "NA's"%in%names(tw) ) {
+            tw<-tw[-length(tw)]
+          }
+          tw[tw>1]<-1
+          tw_values<-as.vector(tw)
+          p<-tw_values/length(tw_values)
+          p_log<-log(p)
+          shannond[rw-w,cl-w]<-(-(sum(p*p_log)))
+        }
+      }   
+      svMisc::progress(value=cl, max.value=(c((dim(rasterm)[2]+w)+(dim(rasterm)[1]+w))/2), progress.bar = FALSE)
+    } 
+    message(("\nCalculation of Shannon's index is also complete!\n"))
+  } # End ShannonD
+  
+  #----------------------------------------------------#
+  
+  #
+  ## Return multiple outputs
+  #
+  if(debugging){
+    message( "#check: return function." )
+  }
+  
+  if( shannon ) {
+    if( nc.cores>1 ) {
+      outl<-list(do.call(cbind,raop),shannond)
+      names(outl)<-c("Rao","Shannon")
+      return(outl)
+    } else if( nc.cores==1 ){ 
+      outl<-list(raoqe,shannond)
+      names(outl)<-c("Rao","Shannon")
+      return(outl)
+    }
+  } else if( !shannon & mode=="classic" ) {
+    if( isfloat & nc.cores>1 ) {
+      #return(raop)
+      return(do.call(cbind,raop)/mfactor)
+      if(debugging){
+        message("#check: return function - classic.")
+      }
+    } else if( !isfloat & nc.cores>1 ) {
+      outl<-list(do.call(cbind,raop))
+      names(outl)<-c("Rao")
+      return(outl)
+    } else if( sfloat & nc.cores==1 ) {
+      outl<-list(raoqe/mfactor)
+      names(outl)<-c("Rao")
+      return(outl)    
+    } else if( !isfloat & nc.cores==1 ) {
+      outl<-list(raoqe)
+      names(outl)<-c("Rao")
+      return(outl)    
+    } else if( !isfloat & nc.cores>1 ) {
+      outl<-list(do.call(cbind,raoqe))
+      names(outl)<-c("Rao")
+      return(outl)
+    }
+  } else if( !shannon & mode=="multidimension" ) {
+    outl<-list(raoqe)
+    names(outl)<-c("Multidimension_Rao")
+    return(outl)
+  }
+}
+
+
+
+
+
+
+
+
+
+######### SPECTRALRAO #############################
+## Developed by Matteo Marcantonio
+## Latest update: 04th October 2018
+## -------------------------------------------------
+## Code to calculate Rao's quadratic entropy on a
+## numeric matrix, RasterLayer object (or lists)
+## using a moving window algorithm. 
+## The function also calculates Shannon-Wiener index.
+## -------------------------------------------------
+## Rao's Q Min = 0, if all pixel classes have
+## distance 0. If the chosen distance ranges between
+## 0 and 1, Rao's Max = 1-1/S (Simpson Diversity,
+## where S is the number of pixel classes).
+## -------------------------------------------------
+## Find more info and application here: 
+## 1) https://doi.org/10.1016/j.ecolind.2016.07.039 Titel anhand dieser DOI in Citavi-Projekt übernehmen 
+## 2) https://besjournals.onlinelibrary.wiley.com/doi/10.1111/2041-210X.12941 %CITAVIPICKER£10.1111/2041-210X.12941£Titel anhand dieser DOI in Citavi-Projekt übernehmen£%
+#####################################################
+# Function
+spectralraoORG <- function(input, distance_m="euclidean", p=NULL, window=9, mode="classic", lambda=0, shannon=FALSE, rescale=FALSE, na.tolerance=0.0, simplify=3, nc.cores=1, cluster.type="MPI", debugging=FALSE, ...)
+{
+  #
+  ## Load required packages
+  #
+  require(raster)
+  require(svMisc)
+  require(proxy)
+  #
+  ## Define function to check if a number is an integer
+  #
+  is.wholenumber <- function(x, tol = .Machine$double.eps^0.5)  abs(x - round(x)) < tol
+  #
+  ## Initial checks
+  #
+  if( !(is(input,"matrix") | is(input,"SpatialGridDataFrame") | is(input,"RasterLayer") | is(input,"list")) ) {
+    stop("\nNot a valid input object.")
+  }
+  if( is(input,"SpatialGridDataFrame") ) {
+    input <- raster(input) # Change input matrix/ces names
+  }
+  if( is(input,"matrix") | is(input,"RasterLayer")) {
+    rasterm<-input
+  } else if( is(input,"list") ) {
+    rasterm<-input[[1]]
+  }
+  if(na.tolerance>1){
+    stop("na.tolerance must be in the [0-1] interval. Exiting...")
+  }
+  # Deal with matrices and RasterLayer in a different way
+  # If data are raster layers
+  if( is(input[[1]],"RasterLayer") ) {
+    if( mode=="classic" ){
+      isfloat<-FALSE # If data are float numbers, transform them in integer
+      if( !is.wholenumber(rasterm@data@min) | !is.wholenumber(rasterm@data@max) | is.infinite(rasterm@data@min) ){
+        message("Converting input data in an integer matrix...")
+        isfloat<-TRUE
+        mfactor<-100^simplify
+        rasterm<-getValues(rasterm)*mfactor
+        gc()
+        rasterm<-as.integer(rasterm)
+        gc()
+        rasterm<-matrix(rasterm,nrow(input),ncol(input),byrow=TRUE)
+        gc()
+      }else{
+        rasterm<-matrix(getValues(rasterm),ncol=ncol(input),nrow=nrow(input),byrow=T)
+      }
+    }
+    #Print user messages
+    if( mode=="classic" & shannon ){
+      message("Matrix check OK: \nRao and Shannon output matrices will be returned")
+    }else if( mode=="classic" & !shannon ){
+      message("Matrix check OK: \nRao output matrix will be returned")
+    }else if( mode=="multidimension" & !shannon ){
+      message(("Matrix check OK: \nA matrix with multimension RaoQ will be returned"))
+    }else if( mode=="multidimension" & shannon ){
+      stop("Matrix check failed: \nMultidimension and Shannon not compatible, set shannon=FALSE")
+    }else{
+      stop("Matrix check failed: \nNot a valid input | method | distance, please check all these options...")
+    }
+    # If data are a matrix or a list
+  }else if( is(input,"matrix") | is(input,"list") ) {
+    if( mode=="classic" ){ 
+      isfloat<-FALSE # If data are float numbers, transform them in integer
+      if( !is.integer(rasterm) ){
+        message("Converting input data in an integer matrix...")
+        isfloat<-TRUE
+        mfactor<-100^simplify
+        rasterm<-as.integer(rasterm*mfactor)
+        rasterm<-matrix(rasterm,nrow(input),ncol(input),byrow=TRUE)
+        gc()
+      }else{
+        rasterm<-as.matrix(rasterm)
+      }
+    }
+    if( mode=="classic" & shannon ){
+      message("Matrix check OK: \nRao and Shannon output matrices will be returned")
+    }else if( mode=="classic" & !shannon ){
+      message("Matrix check OK: \nRao output matrix will be returned")
+    }else if( mode=="multidimension" & shannon ){
+      stop("Matrix check failed: \nMultidimension and Shannon not compatible, set shannon=FALSE")
+    }else if( mode=="multidimension" & !shannon ){
+      message(("Matrix check OK: \nA matrix with multimension RaoQ will be returned"))
+    }else{
+      stop("Matrix check failed: \nNot a valid input | method | distance, please check all these options")
+    }
+  }
+  
+  if(nc.cores>1) {
+    if(mode=="multidimension"){
+      message(
+        "Multi-core is not supported for multidimensional Rao, proceding with 1 core...")
+      nc.cores=1
+    }else{
+      message("
+              ##################### Starting parallel calculation #######################")
+    }
+  }
+  #
+  ## Derive operational moving window
+  #
+  if( window%%2==1 ){
+    w <- (window-1)/2
+  } else {
+    stop("Moving window size must be an odd number.")
+  }
+  #
+  ## Preparation of output matrices
+  #
+  if(nc.cores==1) {
+    raoqe<-matrix(rep(NA,dim(rasterm)[1]*dim(rasterm)[2]),nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
+  }
+  if(shannon){
+    shannond<-matrix(rep(NA,dim(rasterm)[1]*dim(rasterm)[2]),nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
+  }
+  #
+  ## If mode is classic Rao
+  #
+  if(mode=="classic") {
+    #
+    # If classic RaoQ is parallelized
+    #
+    if(nc.cores>1) {
+      #
+      ## Required packages for parallel calculation
+      #
+      require(foreach)
+      require(doSNOW)
+      require(parallel)
+      if( cluster.type=="MPI" ){
+        require(Rmpi)
+      }
+      #
+      ## Reshape values
+      #
+      values<-as.numeric(as.factor(rasterm))
+      rasterm_1<-matrix(data=values,nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
+      #
+      ## Add fake columns and rows for moving window
+      #
+      hor<-matrix(NA,ncol=dim(rasterm)[2],nrow=w)
+      ver<-matrix(NA,ncol=w,nrow=dim(rasterm)[1]+w*2)
+      trasterm<-cbind(ver,rbind(hor,rasterm_1,hor),ver)
+      rm(hor,ver,rasterm_1,values); gc()
+      if(debugging){cat("#check: RaoQ parallel function.")}
+      #       
+      ## Derive distance matrix
+      #
+      d1<-proxy::dist(as.numeric(levels(as.factor(rasterm))),method=distance_m)
+      gc()
+      #
+      ## Export variables in the global environment
+      #
+      if(isfloat) {
+        sapply(c("mfactor"), function(x) {assign(x,get(x),envir= .GlobalEnv)})
+      }
+      #       
+      ## Create cluster object with given number of slaves
+      #
+      plr<<-TRUE
+      if( cluster.type=="SOCK" || cluster.type=="FORK" ) {
+        cls <- parallel::makeCluster(nc.cores,type=cluster.type, outfile="",useXDR=FALSE,methods=FALSE,output="")
+      } else if( cluster.type=="MPI" ) {
+        cls <- makeMPIcluster(nc.cores,outfile="",useXDR=FALSE,methods=FALSE,output="")
+      }
+      registerDoSNOW(cls)
+      clusterCall(cl=cls, function() library("parallel"))
+      if(isfloat) {
+        parallel::clusterExport(cl=cls, varlist=c("mfactor"))
+      }
+      on.exit(stopCluster(cls)) # Close the clusters on exit
+      gc()
+      #
+      ## Start the parallelized loop over iter
+      #
+      pb <- txtProgressBar(min = (1+w), max = dim(rasterm)[2], style = 3)
+      progress <- function(n) setTxtProgressBar(pb, n)
+      opts <- list(progress = progress)
+      raop <- foreach(cl=(1+w):(dim(rasterm)[2]+w),.options.snow = opts,.verbose = F) %dopar% {
+        if(debugging) {
+          cat(paste(cl))
+        }
+        raout <- sapply((1+w):(dim(rasterm)[1]+w), function(rw) {
+          if( length(!which(!trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]%in%NA)) < window^2-((window^2)*na.tolerance) ) {
+            vv<-NA
+            return(vv)
+          } 
+          else {
+            tw<-summary(as.factor(trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]),maxsum=10000)
+            if( "NA's"%in%names(tw) ) {
+              tw<-tw[-length(tw)]
+            }
+            if( debugging ) {
+              message("Working on coords ",rw,",",cl,". classes length: ",length(tw),". window size=",window)
+            }
+            tw_labels<-names(tw)
+            tw_values<-as.vector(tw)
+            if( length(tw_values) <=2 ) {
+              vv<-NA
+              return(vv)
+            }
+            else {
+              p <- tw_values/sum(tw_values)
+              p1 <- diag(0,length(tw_values))
+              p1[upper.tri(p1)] <- c(combn(p,m=2,FUN=prod))
+              p1[lower.tri(p1)] <- c(combn(p,m=2,FUN=prod))
+              d2 <- unname(as.matrix(d1)[as.numeric(tw_labels),as.numeric(tw_labels)])
+              vv <- sum(p1*d2)
+              return(vv)
+            }
+          }
+        })
+        return(raout)
+      } # End classic RaoQ - parallelized
+      message(("\n\nCalculation of Rao's index complete.\n"))
+      #
+      ## If classic RaoQ is sequential
+      #
+    } else if(nc.cores==1) {
+      # Reshape values
+      values<-as.numeric(as.factor(rasterm))
+      rasterm_1<-matrix(data=values,nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
+      # Add fake columns and rows for moving window
+      hor<-matrix(NA,ncol=dim(rasterm)[2],nrow=w)
+      ver<-matrix(NA,ncol=w,nrow=dim(rasterm)[1]+w*2)
+      trasterm<-cbind(ver,rbind(hor,rasterm_1,hor),ver)
+      # Derive distance matrix
+      classes<-levels(as.factor(rasterm))
+      d1<-proxy::dist(x=as.numeric(classes),method=distance_m)
+      # Loop over each pixel
+      for (cl in (1+w):(dim(rasterm)[2]+w)) {
+        for(rw in (1+w):(dim(rasterm)[1]+w)) {
+          if( length(!which(!trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]%in%NA)) < window^2-((window^2)*na.tolerance) ) {
+            raoqe[rw-w,cl-w]<-NA
+          } else {
+            tw<-summary(as.factor(trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]),maxsum=10000)
+            if( "NA's"%in%names(tw) ) {
+              tw<-tw[-length(tw)]
+            }
+            if(debugging) {
+              message("Working on coords ",rw ,",",cl,". classes length: ",length(tw),". window size=",window)
+            }
+            tw_labels<-names(tw)
+            tw_values<-as.vector(tw)
+            if(length(tw_values) <= 2) {
+              raoqe[rw-w,cl-w]<-NA
+            } else {
+              p <- tw_values/sum(tw_values)
+              p1 <- diag(0,length(tw_values))
+              p1[upper.tri(p1)] <- c(combn(p,m=2,FUN=prod))
+              p1[lower.tri(p1)] <- c(combn(p,m=2,FUN=prod))
+              d2 <- unname(as.matrix(d1)[as.numeric(tw_labels),as.numeric(tw_labels)])
+              if(isfloat) {
+                raoqe[rw-w,cl-w]<-sum(p1*d2)/mfactor
+              } else {
+                raoqe[rw-w,cl-w]<-sum(p1*d2)
+              }
+            }
+          } 
+          progress(value=cl, max.value=c((dim(rasterm)[2]+w)+(dim(rasterm)[1]+w))/2, progress.bar = FALSE)
+        } 
+      } # End of for loop 
+      message(("\nCalculation of Rao's index complete.\n"))
+    }
+  }  # End classic RaoQ - sequential
+  else if( mode=="multidimension" ){
+    if(debugging) {
+      message("#check: Into multidimensional clause.")
+    }
+    #----------------------------------------------------#
+    #
+    ## If multimensional RaoQ
+    #
+    # Check if there are NAs in the matrices
+    if ( is(rasterm,"RasterLayer") ){
+      if(any(sapply(lapply(unlist(input),length),is.na)==TRUE))
+        message("\n Warning: One or more RasterLayers contain NA which will be threated as 0")
+    } else if ( is(rasterm,"matrix") ){
+      if(any(sapply(input, is.na)==TRUE) ) {
+        message("\n Warning: One or more matrices contain NA which will be threated as 0")
+      }
+    }
+    #
+    ## Check whether the chosen distance metric is valid or not
+    #
+    if( distance_m=="euclidean" | distance_m=="manhattan" | distance_m=="canberra" | distance_m=="minkowski" | distance_m=="mahalanobis" ) {
+      #
+      ## Define distance functions
+      #
+      #euclidean
+      multieuclidean <- function(x) {
+        tmp <- lapply(x, function(y) {
+          (y[[1]]-y[[2]])^2
+        })
+        return(sqrt(Reduce(`+`,tmp)))
+      }
+      #manhattan
+      multimanhattan <- function(x) {
+        tmp <- lapply(x, function(y) {
+          abs(y[[1]]-y[[2]])
+        })
+        return(Reduce(`+`,tmp))
+      }
+      #canberra
+      multicanberra <- function(x) {
+        tmp <- lapply(x, function(y) {
+          abs(y[[1]] - y[[2]]) / (abs(y[[1]]) + abs(y[[2]]))
+        })
+        return(Reduce(`+`,tmp))
+      }
+      #minkowski
+      multiminkowski <- function(x) {
+        tmp <- lapply(x, function(y) {
+          abs((y[[1]]-y[[2]])^lambda)
+        })
+        return(Reduce(`+`,tmp)^(1/lambda))
+      }
+      #mahalanobis
+      multimahalanobis <- function(x){
+        tmp <- matrix(unlist(lapply(x,function(y) as.vector(y))),ncol=2)
+        tmp <- tmp[!is.na(tmp[,1]),] 
+        if( length(tmp)==0 | is.null(dim(tmp)) ) {
+          return(NA)
+        } else if(rcond(cov(tmp)) <= 0.001) {
+          return(NA)
+        } else {
+          #return the inverse of the covariance matrix of tmp; aka the precision matrix
+          inverse<-solve(cov(tmp)) 
+          if(debugging){
+            print(inverse)
+          }
+          tmp<-scale(tmp,center=T,scale=F)
+          tmp<-as.numeric(t(tmp[1,])%*%inverse%*%tmp[1,])
+          return(sqrt(tmp))
+        }
+      }
+      #
+      ## Decide what function to use
+      #
+      if( distance_m=="euclidean") {
+        distancef <- get("multieuclidean")
+      } else if( distance_m=="manhattan" ) {
+        distancef <- get("multimanhattan")
+      } else if( distance_m=="canberra" ) {
+        distancef <- get("multicanberra")
+      } else if( distance_m=="minkowski" ) {
+        if( lambda==0 ) {
+          stop("The Minkowski Distance for lambda = 0 is Infinity; please choose another value for lambda.")
+        } else {
+          distancef <- get("multiminkowski") 
+        }
+      } else if( distance_m=="mahalanobis" ) {
+        distancef <- get("multimahalanobis")
+        warning("Multimahalanobis distance is not fully supported...")
+      }
+    } else {
+      stop("Distance function not defined for multidimensional Rao's Q; please choose among euclidean, manhattan, canberra, minkowski, mahalanobis!")
+    }
+    #
+    ## Reshape values
+    #
+    vls<-lapply(input, function(x) {raster::as.matrix(x)})
+    #
+    ## Rescale and add fake columns and rows for moving w
+    #
+    hor<-matrix(NA,ncol=dim(vls[[1]])[2],nrow=w)
+    ver<-matrix(NA,ncol=w,nrow=dim(vls[[1]])[1]+w*2)
+    if(rescale) {
+      trastersm<-lapply(vls, function(x) {
+        t1 <- raster::scale(raster(cbind(ver,rbind(hor,x,hor),ver)))
+        t2 <- as.matrix(t1)
+        return(t2)
+      })
+    } else {
+      trastersm<-lapply(vls, function(x) {
+        cbind(ver,rbind(hor,x,hor),ver)
+      })
+    }
+    #
+    ## Loop over all the pixels in the matrices
+    #
+    if( (ncol(vls[[1]])*nrow(vls[[1]]))> 10000) {
+      message("\n Warning: ",ncol(vls[[1]])*nrow(vls[[1]])*length(vls), " cells to be processed, may take some time... \n")
+    }
+    for (cl in (1+w):(dim(vls[[1]])[2]+w)) {
+      for(rw in (1+w):(dim(vls[[1]])[1]+w)) {
+        if( length(!which(!trastersm[[1]][c(rw-w):c(rw+w),c(cl-w):c(cl+w)]%in%NA)) < window^2-((window^2)*na.tolerance) ) {
+          raoqe[rw-w,cl-w] <- NA
+        } else {
+          tw<-lapply(trastersm, function(x) { x[(rw-w):(rw+w),(cl-w):(cl+w)]
+          })
+          #
+          ## Vectorize the matrices in the list and calculate
+          #Among matrix pairwase distances
+          lv <- lapply(tw, function(x) {as.vector(t(x))})
+          vcomb <- combn(length(lv[[1]]),2)
+          vout <- c()
+          for(p in 1:ncol(vcomb) ) {
+            lpair <- lapply(lv, function(chi) {
+              c(chi[vcomb[1,p]],chi[vcomb[2,p]])
+            })
+            vout[p] <- distancef(lpair)
+          }
+          raoqe[rw-w,cl-w] <- sum(rep(vout,2) * (1/(window)^4),na.rm=TRUE)
+        }
+      }
+      progress(value=cl, max.value=dim(rasterm)[2]+w, progress.bar = FALSE)
+    }
+    if(exists("pb")) {
+      close(pb) 
+    }
+  } else{
+    message("Something went wrong when trying to calculate Rao's indiex.")
+  }  # end of multimensional RaoQ
+  message("\nCalculation of Multidimensional Rao's index complete.\n")
+  
+  #----------------------------------------------------#
+  
+  #
+  ## Shannon
+  #
+  if( shannon==T ) {
+    message("\nStarting Shannon-Wiener index calculation:\n")
+    # Reshape values
+    values<-as.numeric(as.factor(rasterm))
+    rasterm_1<-matrix(data=values,nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
+    #
+    ## Add "fake" columns and rows for moving window
+    #
+    hor<-matrix(NA,ncol=dim(rasterm)[2],nrow=w)
+    ver<-matrix(NA,ncol=w,nrow=dim(rasterm)[1]+w*2)
+    trasterm<-cbind(ver,rbind(hor,rasterm_1,hor),ver)
+    #
+    ## Loop over all the pixels
+    #
+    for (cl in (1+w):(dim(rasterm)[2]+w)) {
+      for(rw in (1+w):(dim(rasterm)[1]+w)) {
+        if( length(!which(!trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]%in%NA)) < window^2-((window^2)*na.tolerance) ) {
+          shannond[rw-w,cl-w]<-NA
+        } else {
+          tw<-summary(as.factor(trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]))
+          if( "NA's"%in%names(tw) ) {
+            tw<-tw[-length(tw)]
+          }
+          tw[tw>1]<-1
+          tw_values<-as.vector(tw)
+          p<-tw_values/length(tw_values)
+          p_log<-log(p)
+          shannond[rw-w,cl-w]<-(-(sum(p*p_log)))
+        }
+      }   
+      svMisc::progress(value=cl, max.value=(c((dim(rasterm)[2]+w)+(dim(rasterm)[1]+w))/2), progress.bar = FALSE)
+    } 
+    message(("\nCalculation of Shannon's index is also complete!\n"))
+  } # End ShannonD
+  
+  #----------------------------------------------------#
+  
+  #
+  ## Return multiple outputs
+  #
+  if(debugging){
+    message( "#check: return function." )
+  }
+  
+  if( shannon ) {
+    if( nc.cores>1 ) {
+      outl<-list(do.call(cbind,raop),shannond)
+      names(outl)<-c("Rao","Shannon")
+      return(outl)
+    } else if( nc.cores==1 ){ 
+      outl<-list(raoqe,shannond)
+      names(outl)<-c("Rao","Shannon")
+      return(outl)
+    }
+  } else if( !shannon & mode=="classic" ) {
+    if( isfloat & nc.cores>1 ) {
+      #return(raop)
+      return(do.call(cbind,raop)/mfactor)
+      if(debugging){
+        message("#check: return function - classic.")
+      }
+    } else if( !isfloat & nc.cores>1 ) {
+      outl<-list(do.call(cbind,raop))
+      names(outl)<-c("Rao")
+      return(outl)
+    } else if( sfloat & nc.cores==1 ) {
+      outl<-list(raoqe/mfactor)
+      names(outl)<-c("Rao")
+      return(outl)    
+    } else if( !isfloat & nc.cores==1 ) {
+      outl<-list(raoqe)
+      names(outl)<-c("Rao")
+      return(outl)    
+    } else if( !isfloat & nc.cores>1 ) {
+      outl<-list(do.call(cbind,raoqe))
+      names(outl)<-c("Rao")
+      return(outl)
+    }
+  } else if( !shannon & mode=="multidimension" ) {
+    outl<-list(raoqe)
+    names(outl)<-c("Multidimension_Rao")
+    return(outl)
+  }
+}
\ No newline at end of file
diff --git a/src/010_biodiv_preprocessing.R b/src/010_biodiv_preprocessing.R
new file mode 100644
index 0000000..9406418
--- /dev/null
+++ b/src/010_biodiv_preprocessing.R
@@ -0,0 +1,14 @@
+# Preprocess biodiversity observations.
+
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+
+# Read dataset
+bd = read.table(paste0(path_biodiv, "Biodiversity_Data_Marcel.csv"),
+                header = TRUE, sep = ";", dec = ",")
+
+saveRDS(as.character(bd$plotID), file = paste0(path_biodiv, "biodiv_plots.rds"))
+saveRDS(bd, file = paste0(path_biodiv, "biodiv.rds"))
+
+
+
+
diff --git a/src/010_rasterdb_hyperspectral_processing.R b/src/010_rasterdb_hyperspectral_processing.R
deleted file mode 100644
index ada3cc0..0000000
--- a/src/010_rasterdb_hyperspectral_processing.R
+++ /dev/null
@@ -1,57 +0,0 @@
-# Extract hyperspectral data from database using the extent of the plots as 
-# defined by polygons B
-
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-
-# Set account
-userpwd <- "thomas.nauss:cd7dLfgm" # use this account (if not loaded from file)
-
-# Open remote sensing database
-remotesensing <- RemoteSensing$new("http://137.248.191.215:8081", userpwd) # remote server
-
-# Get rasterdb
-dbs = c("kili_campaign1_hyperspectral_lvl3_2015", "kili_campaign2_hyperspectral_lvl3_2016")
-for(db in dbs){
-  dir.create(paste0(path_org, db), 
-             showWarnings = FALSE)
-  rasterdb <- remotesensing$rasterdb(db)
-  bands = rasterdb$bands
-  saveRDS(bands,
-          file = paste0(path_org, db, "/bands_", db, ".rds"))
-  
-  # Get data
-  rg = "kili_poi_plots"
-  pois = remotesensing$poi_group(rg)
-  for(n in pois$name){
-    poi <- remotesensing$poi(group_name=rg, poi_name=n)
-    ext <- extent_diameter(poi$x, poi$y, 100)
-    r <- rasterdb$raster(ext)
-    saveRDS(r, file = paste0(path_org, db, "/", n, ".rds"))
-  }
-}
-
-
-# # Get data
-# rg = "kili_roi_plot_poles_b"
-# rois = remotesensing$roi_group(rg)
-# for(n in rois$name){
-#   roi <- remotesensing$roi(group_name=rg, roi_name=n)
-#   ext <- extent(min(roi$polygon[[1]][,1]), max(roi$polygon[[1]][,1]),
-#                 min(roi$polygon[[1]][,2]), max(roi$polygon[[1]][,2]))
-#   r <- rasterdb$raster(ext)
-#   saveRDS(r, file =  paste0(path_org, n, ".rds"))
-# }
-
-
-# Check data
-ds = list.files(path_org, full.names = TRUE)
-pb = shapefile(paste0(path_plots, "BPolygon.shp"))
-
-temp = readRDS(ds[[1]])
-pb = spTransform(pb, projection(temp))
-for(d in ds){
-  r = readRDS(d)
-  plot(r[[109]], main = substr(basename(d), 1, 4))
-  plot(pb[grep(substr(basename(d), 1, 4), pb$PlotID),], add = TRUE)
-  mapview(r[[109]]) + pb[grep(substr(basename(d), 1, 4), pb$PlotID),]
-}
diff --git a/src/020_rasterdb_hyperspectral_processing.R b/src/020_rasterdb_hyperspectral_processing.R
new file mode 100644
index 0000000..a3adf70
--- /dev/null
+++ b/src/020_rasterdb_hyperspectral_processing.R
@@ -0,0 +1,79 @@
+# Extract hyperspectral data from database using a buffer of 100 m in diameter
+# arround the center of each observation plot.
+
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+
+# Set account
+userpwd <- "thomas.nauss:cd7dLfgm" # use this account (if not loaded from file)
+
+# Open remote sensing database
+remotesensing <- RemoteSensing$new("http://137.248.191.215:8081", userpwd) # remote server
+
+# Get rasterdb
+dbs = c("kili_campaign1_hyperspectral_lvl3_2015", "kili_campaign2_hyperspectral_lvl3_2016")
+for(db in dbs){
+  dir.create(paste0(path_hyp_org, db), 
+             showWarnings = FALSE)
+  rasterdb <- remotesensing$rasterdb(db)
+  bands = rasterdb$bands
+  saveRDS(bands,
+          file = paste0(path_hyp_org, db, "/bands_", db, ".rds"))
+  
+  # Get data
+  rg = "kili_poi_plots"
+  pois = remotesensing$poi_group(rg)
+  for(n in pois$name){
+    radius = 100
+    if(n == "fer3"){
+      radius = 150
+    }
+    poi <- remotesensing$poi(group_name=rg, poi_name=n)
+    ext <- extent_diameter(poi$x, poi$y, radius)
+    r <- rasterdb$raster(ext, product="gap_filling(full_spectrum)")
+    saveRDS(r, file = paste0(path_hyp_org, db, "/", n, ".rds"))
+  }
+}
+
+# Combine from first and second flight based on filesize 
+# (non-observed areas have considerably smaller file sizes)
+# Use foc1 and foc6 from second flight.
+bd_plots = readRDS(paste0(path_biodiv, "biodiv_plots.rds"))
+hd_files = list.files(path_hyp_org, recursive = TRUE, full.names = TRUE)
+hd_files = hd_files[nchar(basename(hd_files)) == 8]
+hd_size = lapply(hd_files, function(f){
+  c = if(grepl(dbs[[1]], f)){
+    c = dbs[[1]]
+  } else {
+    c = dbs[[2]]
+  }
+  data.frame(f = f,
+             s = file.size(f),
+             c = c,
+             plotID = substr(basename(f), 1, 4))
+})
+hd_size = do.call("rbind", hd_size)
+hd_size_valid = hd_size[hd_size$s > 300000, ]
+hd_size_valid$f = as.character(hd_size_valid$f)
+
+hd_size_valid = hd_size_valid[-grep(paste0(dbs[[1]], "/foc1.rds"), hd_size_valid$f),]
+hd_size_valid = hd_size_valid[-grep(paste0(dbs[[1]], "/foc6.rds"), hd_size_valid$f),]
+
+hd_size_valid = hd_size_valid[substr(basename(hd_size_valid$f), 1, 4) %in% bd_plots,]
+
+for(f in hd_size_valid$f){
+  file.copy(f, paste0(path_hyp_org, "/", basename(f)))
+}
+
+
+# Save metadata
+# Combine metadata
+meta = list(data.frame(hd_size_valid[, c("c", "plotID")], list = 1))
+meta[[1]]$list[meta[[1]]$c == dbs[[2]]] = 2
+meta[[2]] = list(meta_01 = readRDS(paste0(path_hyp_org, dbs[[1]], "/bands_", dbs[[1]], ".rds")),
+            meta_02 = readRDS(paste0(path_hyp_org, dbs[[2]], "/bands_", dbs[[2]], ".rds")))
+dir.create(path_meta, showWarnings = FALSE)
+saveRDS(meta, file = paste0(path_meta, "hyp_meta.rds"))
+
+
+# Visually check data
+visCheck(datapath = path_hyp_org, polygonfile = paste0(path_plots, "BPolygon.shp"))
diff --git a/src/025_extract_aoi.R b/src/025_extract_aoi.R
new file mode 100644
index 0000000..27c7b4a
--- /dev/null
+++ b/src/025_extract_aoi.R
@@ -0,0 +1,28 @@
+# Extract plot area (50 x 50 m) from hyperspectral data ans mask all NAs
+
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+
+hd_files = list.files(path_hyp_org, recursive = FALSE, full.names = TRUE)
+hd_files = hd_files[-grep("kili_campaign", hd_files)]
+pb = shapefile(paste0(path_plots, "BPolygon.shp"))
+
+dir.create(paste0(path_hyp_aio), showWarnings = FALSE)
+
+reproj = TRUE
+for(f in hd_files){
+ r = readRDS(f)
+ if(reproj){
+   pb = spTransform(pb, projection(r))
+   reproj = FALSE
+ }
+ pid = substr(basename(f), 1, 4)
+ aoi = pb[grep(pid, pb$PlotID),]
+ r = raster::mask(crop(r, aoi), aoi)
+ # r = raster::mask(r, calc(r, fun=sum)) # We will do that later in the workflow
+ names(r) = paste0(pid, "_", names(r))
+ saveRDS(r, file = paste0(path_hyp_aio, pid, ".rds"))
+}
+
+
+# Visually check data
+visCheck(datapath = path_hyp_aio, polygonfile = paste0(path_plots, "BPolygon.shp"))
diff --git a/src/030_noise_removal.R b/src/030_noise_removal.R
new file mode 100644
index 0000000..84c4d60
--- /dev/null
+++ b/src/030_noise_removal.R
@@ -0,0 +1,65 @@
+# Compute noise removal on a per plot basis.
+
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+
+hd_files = list.files(path_hyp_aio, recursive = FALSE, full.names = TRUE)
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+
+pb = shapefile(paste0(path_plots, "BPolygon.shp"))
+
+dir.create(paste0(path_hyp_nrm), showWarnings = FALSE)
+
+for(f in hd_files){
+ r = readRDS(f)
+ 
+ m = mnf(as(r, "SpatialGridDataFrame"), use = "complete.obs")
+ 
+ thv = 1-m$values
+ use = which(thv > 0.1)
+ spplot(m$x[160])
+ 
+ for(i in use){
+   m$x@data[,i] = 0 #mean(m$x@data[,i], na.rm = TRUE)
+ }
+ # focal(r, w=matrix(1/9,nrow=3,ncol=3)) 
+ 
+ # plot(m$values)
+ # mi = as.matrix(m$x@data) %*% solve(m$rotation)
+ mi = as.matrix(m$x@data)[, use] %*% solve(m$rotation)[use, ]
+ # roti = solve(e$rotation)
+ # xi = e$x[, -1] %*% roti[-1, ]
+ # xi = e$x %*% roti
+ tmp = r[[1]]
+ mir = stack(lapply(seq(ncol(mi)), function(i){
+   setValues(tmp, mi[, i])
+ }))
+ plot(mir)
+ plot(r)
+ 
+ summary(mir[[108]] / r[[108]])
+ 
+ mir[[108]][4002]
+ r[[108]][4002]
+ 
+ xr = as(m$x, "RasterStack")
+ writeRaster(xr, paste0(path_temp, "m.tif"), "GTiff", overwrite = TRUE)
+ writeRaster(r, paste0(path_temp, "r.tif"), "GTiff", overwrite = TRUE)
+}
+
+
+
+
+
+
+pca = rasterPCA(r)
+v = pca$model$sdev**2
+thv = v-1
+use = which(thv > 2)
+pcai = t(t(as.matrix(pca$map)[, use] %*% t(pca$model$loadings)[use, ]) + pca$model$center)
+
+tmp = r[[1]]
+pcair = stack(lapply(seq(ncol(pcai)), function(i){
+  setValues(tmp, pcai[, i])
+}))
+plot(pcair[[108]])
+plot(r[[108]])
diff --git a/src/040_vegIndices.R b/src/040_vegIndices.R
new file mode 100644
index 0000000..ac1b735
--- /dev/null
+++ b/src/040_vegIndices.R
@@ -0,0 +1,46 @@
+# Compute vegetation indicies
+
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+if(length(showConnections()) == 0){
+  cores = 3
+  cl = parallel::makeCluster(cores)
+  doParallel::registerDoParallel(cl)
+}
+
+hd_files = list.files(path_hyp_aio, recursive = FALSE, full.names = TRUE)
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+
+dir.create(paste0(path_hyp_vegidcs), showWarnings = FALSE)
+
+vis =  c("CARI",
+         "Carter", "Carter2", "Carter3", "Carter4", "Carter5", "Carter6", 
+         "CI", "CI2", "ClAInt", 
+         "CRI1", "CRI2", "CRI3", "CRI4", 
+         "Datt", "Datt2", "Datt4", "Datt5", "Datt6", 
+         "DD", "DDn", "DWSI4", 
+         "EVI", "GDVI_2", "GDVI_3", "GDVI_4", "GI", "Gitelson", "Gitelson2", 
+         "GMI1", "GMI2", "GreenNDVI", "Maccioni", 
+         "MCARI", "MCARI/OSAVI", "MCARI2", "MCARI2/OSAVI2", 
+         "mND705", "mNDVI", "MPRI", "MSAVI", "mSR", "mSR2", "mSR705", 
+         "MTCI", "MTVI", "NDVI", "NDVI2", "NDVI3", "NPCI", 
+         "OSAVI", "OSAVI2", "PARS", "PRI", "PRI*CI2", "PRI_norm", "PSND", 
+         "PSRI", "PSSR", "PWI", "RDVI", "REP_Li", "SAVI", "SIPI", "SPVI", 
+         "SR", "SR1", "SR2", "SR3", "SR4", "SR5", "SR6", "SR7", "SR8", 
+         "SRPI", "TCARI", "TCARI/OSAVI", "TCARI2", "TCARI2/OSAVI2", 
+         "TGI", "TVI", "Vogelmann", "Vogelmann2", "Vogelmann4")
+
+
+foreach(i = seq(length(hd_files))) %dopar% {
+  plotid = substr(basename(hd_files[[i]]), 1, 4)
+  m = h_meta[[2]][[h_meta[[1]]$list[grep(plotid, h_meta[[1]]$plotID)]]]
+  r = speclib(readRDS(hd_files[[i]]),
+              wavelength = m$wavelength,
+              fwhm = m$fwhm, 
+              continuousdata = "auto")
+  v = vegindex(r, index = vis)          
+  vr = v@spectra@spectra_ra
+  names(vr) = vis
+  saveRDS(vr, file = paste0(path_hyp_vegidcs, plotid, "_vegidcs.rds"))
+} 
+
+stopCluster(cl)
diff --git a/src/050_divIndices.R b/src/050_divIndices.R
new file mode 100644
index 0000000..1571222
--- /dev/null
+++ b/src/050_divIndices.R
@@ -0,0 +1,34 @@
+# Compute spectral diversity indicies
+
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+if(length(showConnections()) == 0){
+  cores = 3
+  cl = parallel::makeCluster(cores)
+  doParallel::registerDoParallel(cl)
+}
+
+hd_files = list.files(path_hyp_aio, recursive = FALSE, full.names = TRUE)
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+
+dir.create(paste0(path_hyp_dividcs), showWarnings = FALSE)
+
+foreach(i = seq(length(hd_files))) %dopar% {
+  plotid = substr(basename(hd_files[[i]]), 1, 4)
+  r = readRDS(hd_files[[i]])
+  # ra = aggregate(r, fact=2, fun=mean)
+  Sys.time()
+  raomatrix <- spectralrao(as.list(r), 
+                           mode="multidimension", 
+                           distance_m="euclidean", 
+                           window=3, 
+                           shannon=FALSE, 
+                           debugging=TRUE, 
+                           simplify=3)
+  raor = setValues(r[[1]], raomatrix[[1]])
+  names(raor) = plotid
+  saveRDS(raor, file = paste0(path_hyp_dividcs, 
+                            substr(basename(hd_files[[i]]), 1, 4), 
+                            "_dividcs.rds"))
+} 
+
+stopCluster(cl)

From dc4ea1083f0496c2466c6a7cf1b3cc2566fe7a96 Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Sat, 6 Oct 2018 20:30:52 +0200
Subject: [PATCH 05/65] Include MNF and PCA in noise removal

---
 src/030_noise_removal.R | 100 +++++++++++++++++++---------------------
 1 file changed, 48 insertions(+), 52 deletions(-)

diff --git a/src/030_noise_removal.R b/src/030_noise_removal.R
index 84c4d60..ac2b92d 100644
--- a/src/030_noise_removal.R
+++ b/src/030_noise_removal.R
@@ -1,4 +1,4 @@
-# Compute noise removal on a per plot basis.
+# Compute noise removal on a per plot basis
 
 source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
 
@@ -9,57 +9,53 @@ pb = shapefile(paste0(path_plots, "BPolygon.shp"))
 
 dir.create(paste0(path_hyp_nrm), showWarnings = FALSE)
 
+# for(f in hd_files){
+#  r = readRDS(f)
+#  
+#  m = mnf(as(r, "SpatialGridDataFrame"), use = "complete.obs")
+#  
+#  thv = 1-m$values
+#  set_mean = which(thv < -0.10)
+#  
+#  for(i in use){
+#    m$x@data[,i] = mean(m$x@data[,i], na.rm = TRUE)
+#  }
+#  mi = as.matrix(m$x@data) %*% solve(m$rotation)
+#  tmp = r[[1]]
+#  mir = stack(lapply(seq(ncol(mi)), function(i){
+#    setValues(tmp, mi[, i])
+#  }))
+# 
+#  saveRDS(mir, file = paste0(path_hyp_nrm, substr(basename(f), 1, 4), "_mnfi.rds"))
+# }
+
+log = list()
+log_entry = 0
+
 for(f in hd_files){
- r = readRDS(f)
- 
- m = mnf(as(r, "SpatialGridDataFrame"), use = "complete.obs")
- 
- thv = 1-m$values
- use = which(thv > 0.1)
- spplot(m$x[160])
- 
- for(i in use){
-   m$x@data[,i] = 0 #mean(m$x@data[,i], na.rm = TRUE)
- }
- # focal(r, w=matrix(1/9,nrow=3,ncol=3)) 
- 
- # plot(m$values)
- # mi = as.matrix(m$x@data) %*% solve(m$rotation)
- mi = as.matrix(m$x@data)[, use] %*% solve(m$rotation)[use, ]
- # roti = solve(e$rotation)
- # xi = e$x[, -1] %*% roti[-1, ]
- # xi = e$x %*% roti
- tmp = r[[1]]
- mir = stack(lapply(seq(ncol(mi)), function(i){
-   setValues(tmp, mi[, i])
- }))
- plot(mir)
- plot(r)
- 
- summary(mir[[108]] / r[[108]])
- 
- mir[[108]][4002]
- r[[108]][4002]
- 
- xr = as(m$x, "RasterStack")
- writeRaster(xr, paste0(path_temp, "m.tif"), "GTiff", overwrite = TRUE)
- writeRaster(r, paste0(path_temp, "r.tif"), "GTiff", overwrite = TRUE)
+  r = readRDS(f)
+  
+  all_na = grep(ncell(r), summary(r)[6,])
+  if(length(all_na) > 0){
+    log_entry = log_entry + 1
+    log[[log_entry]] = list(file = basename(f), all_na = all_na)
+    r = r[[-all_na]]
+  }
+  
+  pca = rasterPCA(r)
+  v = pca$model$sdev**2
+  
+  # Continuous Significant Dimensionality 
+  csd = round(sum(sapply(v, function(x){min(x,1)})), 0)
+  use = seq(csd)
+  pcai = t(t(as.matrix(pca$map)[, use] %*% t(pca$model$loadings)[use, ]) + pca$model$center)
+  
+  tmp = r[[1]]
+  pcair = stack(lapply(seq(ncol(pcai)), function(i){
+    setValues(tmp, pcai[, i])
+  }))
+
+  saveRDS(pcair, file = paste0(path_hyp_nrm, substr(basename(f), 1, 4), "_pcai.rds"))
 }
 
-
-
-
-
-
-pca = rasterPCA(r)
-v = pca$model$sdev**2
-thv = v-1
-use = which(thv > 2)
-pcai = t(t(as.matrix(pca$map)[, use] %*% t(pca$model$loadings)[use, ]) + pca$model$center)
-
-tmp = r[[1]]
-pcair = stack(lapply(seq(ncol(pcai)), function(i){
-  setValues(tmp, pcai[, i])
-}))
-plot(pcair[[108]])
-plot(r[[108]])
+saveRDS(log, file = paste0(path_meta, "030_noise_removal_log.rds"))

From 4a3dcf8f3186b13887de0ebc52dfb035d56faa4c Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Sat, 6 Oct 2018 22:06:01 +0200
Subject: [PATCH 06/65] Update

---
 src/030_noise_removal.R | 9 +++++++--
 1 file changed, 7 insertions(+), 2 deletions(-)

diff --git a/src/030_noise_removal.R b/src/030_noise_removal.R
index ac2b92d..d152d3d 100644
--- a/src/030_noise_removal.R
+++ b/src/030_noise_removal.R
@@ -37,9 +37,9 @@ for(f in hd_files){
   
   all_na = grep(ncell(r), summary(r)[6,])
   if(length(all_na) > 0){
-    log_entry = log_entry + 1
-    log[[log_entry]] = list(file = basename(f), all_na = all_na)
     r = r[[-all_na]]
+  } else {
+    all_na = -1
   }
   
   pca = rasterPCA(r)
@@ -48,6 +48,11 @@ for(f in hd_files){
   # Continuous Significant Dimensionality 
   csd = round(sum(sapply(v, function(x){min(x,1)})), 0)
   use = seq(csd)
+
+  log_entry = log_entry + 1
+  log[[log_entry]] = list(file = basename(f), all_na = all_na, csd = csd)
+  
+  
   pcai = t(t(as.matrix(pca$map)[, use] %*% t(pca$model$loadings)[use, ]) + pca$model$center)
   
   tmp = r[[1]]

From 16bb2e46648a4edc686ef2f6045e211e7ee0aec8 Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Sun, 7 Oct 2018 11:19:12 +0200
Subject: [PATCH 07/65] Update noise removal

---
 src/.Rhistory                               | 54 +++++++++++++++++++++
 src/020_rasterdb_hyperspectral_processing.R |  8 +--
 src/025_extract_aoi.R                       |  2 +-
 src/030_noise_removal.R                     | 44 ++++++++++++++---
 src/040_vegIndices.R                        |  6 +--
 5 files changed, 98 insertions(+), 16 deletions(-)
 create mode 100644 src/.Rhistory

diff --git a/src/.Rhistory b/src/.Rhistory
new file mode 100644
index 0000000..b8b70c8
--- /dev/null
+++ b/src/.Rhistory
@@ -0,0 +1,54 @@
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+hd_files = list.files(path_hyp_aio, recursive = FALSE, full.names = TRUE)
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+pb = shapefile(paste0(path_plots, "BPolygon.shp"))
+dir.create(paste0(path_hyp_nrm), showWarnings = FALSE)
+log = list()
+log_entry = 0
+i = 1
+f = hd_files[i]
+plotid = substr(basename(f), 1, 4)
+r = readRDS(f)
+nl = nlayers(r)
+all_na = grep(ncell(r), summary(r)[6,])
+if(length(all_na) > 0){
+r = r[[-all_na]]
+} else {
+all_na = -1
+}
+r
+pca = rasterPCA(r)
+v = pca$model$sdev**2
+# Continuous Significant Dimensionality
+csd = round(sum(sapply(v, function(x){min(x,1)})), 0)
+use = seq(csd)
+log_entry = log_entry + 1
+log[[log_entry]] = list(file = basename(f), all_na = all_na, csd = csd)
+pcai = t(t(as.matrix(pca$map)[, use] %*% t(pca$model$loadings)[use, ]) + pca$model$center)
+tmp = r[[1]]
+pcair = stack(lapply(seq(ncol(pcai)), function(i){
+setValues(tmp, pcai[, i])
+}))
+pcair
+all_na
+if(all_na == 1){
+pcair = stack(setValues(tmp, rep(NA, ncell(tmp))), pcair)
+} else if(all_na > 1){
+pcair = stack(pcair[[1:(all_na-1)]],
+setValues(tmp, rep(NA, ncell(tmp))),
+pcair[[(all_na):nlayers(pcair)]])
+}
+pcair
+names(pcair) = paste0(plotid, "_pcai_", seq(nl))
+pcair
+saveRDS(pcair, file = paste0(path_hyp_nrm, substr(basename(f), 1, 4), "_pcai.rds"))
+plotid
+hd_files
+hd_files = list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE)
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+dir.create(paste0(path_hyp_vegidcs), showWarnings = FALSE)
+i = 1
+plotid = substr(basename(hd_files[[i]]), 1, 4)
+plotid
+readRDS(hd_files[[i]]
+)
diff --git a/src/020_rasterdb_hyperspectral_processing.R b/src/020_rasterdb_hyperspectral_processing.R
index a3adf70..33a044a 100644
--- a/src/020_rasterdb_hyperspectral_processing.R
+++ b/src/020_rasterdb_hyperspectral_processing.R
@@ -55,8 +55,8 @@ hd_size = do.call("rbind", hd_size)
 hd_size_valid = hd_size[hd_size$s > 300000, ]
 hd_size_valid$f = as.character(hd_size_valid$f)
 
-hd_size_valid = hd_size_valid[-grep(paste0(dbs[[1]], "/foc1.rds"), hd_size_valid$f),]
-hd_size_valid = hd_size_valid[-grep(paste0(dbs[[1]], "/foc6.rds"), hd_size_valid$f),]
+hd_size_valid = hd_size_valid[-grep(paste0(dbs[[1]], "_fill/foc1.rds"), hd_size_valid$f),]
+hd_size_valid = hd_size_valid[-grep(paste0(dbs[[1]], "_fill/foc6.rds"), hd_size_valid$f),]
 
 hd_size_valid = hd_size_valid[substr(basename(hd_size_valid$f), 1, 4) %in% bd_plots,]
 
@@ -69,8 +69,8 @@ for(f in hd_size_valid$f){
 # Combine metadata
 meta = list(data.frame(hd_size_valid[, c("c", "plotID")], list = 1))
 meta[[1]]$list[meta[[1]]$c == dbs[[2]]] = 2
-meta[[2]] = list(meta_01 = readRDS(paste0(path_hyp_org, dbs[[1]], "/bands_", dbs[[1]], ".rds")),
-            meta_02 = readRDS(paste0(path_hyp_org, dbs[[2]], "/bands_", dbs[[2]], ".rds")))
+meta[[2]] = list(meta_01 = readRDS(paste0(path_hyp_org, dbs[[1]], "_fill/bands_", dbs[[1]], ".rds")),
+            meta_02 = readRDS(paste0(path_hyp_org, dbs[[2]], "_fill/bands_", dbs[[2]], ".rds")))
 dir.create(path_meta, showWarnings = FALSE)
 saveRDS(meta, file = paste0(path_meta, "hyp_meta.rds"))
 
diff --git a/src/025_extract_aoi.R b/src/025_extract_aoi.R
index 27c7b4a..fe4eb7f 100644
--- a/src/025_extract_aoi.R
+++ b/src/025_extract_aoi.R
@@ -19,7 +19,7 @@ for(f in hd_files){
  aoi = pb[grep(pid, pb$PlotID),]
  r = raster::mask(crop(r, aoi), aoi)
  # r = raster::mask(r, calc(r, fun=sum)) # We will do that later in the workflow
- names(r) = paste0(pid, "_", names(r))
+ names(r) = paste0(pid, "_", seq(nlayers(r)))
  saveRDS(r, file = paste0(path_hyp_aio, pid, ".rds"))
 }
 
diff --git a/src/030_noise_removal.R b/src/030_noise_removal.R
index d152d3d..9538383 100644
--- a/src/030_noise_removal.R
+++ b/src/030_noise_removal.R
@@ -1,6 +1,11 @@
 # Compute noise removal on a per plot basis
 
 source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+if(length(showConnections()) == 0){
+  cores = 3
+  cl = parallel::makeCluster(cores)
+  doParallel::registerDoParallel(cl)
+}
 
 hd_files = list.files(path_hyp_aio, recursive = FALSE, full.names = TRUE)
 h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
@@ -29,11 +34,11 @@ dir.create(paste0(path_hyp_nrm), showWarnings = FALSE)
 #  saveRDS(mir, file = paste0(path_hyp_nrm, substr(basename(f), 1, 4), "_mnfi.rds"))
 # }
 
-log = list()
-log_entry = 0
-
-for(f in hd_files){
+log = foreach (i = seq(length(hd_files)), .packages = c("raster", "RStoolbox")) %dopar% {
+  f = hd_files[i]
+  plotid = substr(basename(f), 1, 4)
   r = readRDS(f)
+  nl = nlayers(r)
   
   all_na = grep(ncell(r), summary(r)[6,])
   if(length(all_na) > 0){
@@ -49,9 +54,7 @@ for(f in hd_files){
   csd = round(sum(sapply(v, function(x){min(x,1)})), 0)
   use = seq(csd)
 
-  log_entry = log_entry + 1
-  log[[log_entry]] = list(file = basename(f), all_na = all_na, csd = csd)
-  
+  log = list(file = basename(f), all_na = all_na, csd = csd)
   
   pcai = t(t(as.matrix(pca$map)[, use] %*% t(pca$model$loadings)[use, ]) + pca$model$center)
   
@@ -59,8 +62,33 @@ for(f in hd_files){
   pcair = stack(lapply(seq(ncol(pcai)), function(i){
     setValues(tmp, pcai[, i])
   }))
+  
+  if(all_na == 1){
+    pcair = stack(setValues(tmp, rep(NA, ncell(tmp))), pcair)
+  } else if(all_na > 1){
+    pcair = stack(pcair[[1:(all_na-1)]],
+                  setValues(tmp, rep(NA, ncell(tmp))),
+                  pcair[[(all_na):nlayers(pcair)]])
+  }
+  names(pcair) = paste0(plotid, "_pcai_", seq(nl))
 
-  saveRDS(pcair, file = paste0(path_hyp_nrm, substr(basename(f), 1, 4), "_pcai.rds"))
+  saveRDS(pcair, file = paste0(path_hyp_nrm, plotid, "_pcai.rds"))
+  
+  return(log)
 }
 
 saveRDS(log, file = paste0(path_meta, "030_noise_removal_log.rds"))
+
+stopCluster(cl)
+
+
+# Cross check
+log = readRDS(file = paste0(path_meta, "030_noise_removal_log.rds"))
+
+csd_stat = sapply(log, function(l){l$csd})
+summary(csd_stat)
+
+all_na_stat = sapply(log, function(l){l$all_na})
+summary(all_na_stat)
+
+  
\ No newline at end of file
diff --git a/src/040_vegIndices.R b/src/040_vegIndices.R
index ac1b735..1514120 100644
--- a/src/040_vegIndices.R
+++ b/src/040_vegIndices.R
@@ -7,7 +7,7 @@ if(length(showConnections()) == 0){
   doParallel::registerDoParallel(cl)
 }
 
-hd_files = list.files(path_hyp_aio, recursive = FALSE, full.names = TRUE)
+hd_files = list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE)
 h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
 
 dir.create(paste0(path_hyp_vegidcs), showWarnings = FALSE)
@@ -30,10 +30,10 @@ vis =  c("CARI",
          "TGI", "TVI", "Vogelmann", "Vogelmann2", "Vogelmann4")
 
 
-foreach(i = seq(length(hd_files))) %dopar% {
+foreach(i = seq(length(hd_files)), .packages = c("hsdar", "raster")) %dopar% {
   plotid = substr(basename(hd_files[[i]]), 1, 4)
   m = h_meta[[2]][[h_meta[[1]]$list[grep(plotid, h_meta[[1]]$plotID)]]]
-  r = speclib(readRDS(hd_files[[i]]),
+  r = hsdar::speclib(readRDS(hd_files[[i]]),
               wavelength = m$wavelength,
               fwhm = m$fwhm, 
               continuousdata = "auto")

From 7a9c0a06d05fb2a46092cda77aa4f422d7ca9590 Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Sun, 7 Oct 2018 18:11:58 +0200
Subject: [PATCH 08/65] Update vegindices

---
 src/000_set_environment.R |  1 -
 src/040_vegIndices.R      | 14 +++++++++-----
 2 files changed, 9 insertions(+), 6 deletions(-)

diff --git a/src/000_set_environment.R b/src/000_set_environment.R
index 80540f4..5fcf15a 100644
--- a/src/000_set_environment.R
+++ b/src/000_set_environment.R
@@ -46,7 +46,6 @@ library(rgdal)
 # library(semPlot)
 library(sp)
 library(spacetime)
-library(spectralrao)  # devtools::install_github("mattmar/spectralrao")
 # library(vegan)
 # library(yaml)
 
diff --git a/src/040_vegIndices.R b/src/040_vegIndices.R
index 1514120..486d48f 100644
--- a/src/040_vegIndices.R
+++ b/src/040_vegIndices.R
@@ -29,18 +29,22 @@ vis =  c("CARI",
          "SRPI", "TCARI", "TCARI/OSAVI", "TCARI2", "TCARI2/OSAVI2", 
          "TGI", "TVI", "Vogelmann", "Vogelmann2", "Vogelmann4")
 
-
-foreach(i = seq(length(hd_files)), .packages = c("hsdar", "raster")) %dopar% {
+foreach(i = seq(length(hd_files)), .packages = c("hsdar", "raster")) %do% {
   plotid = substr(basename(hd_files[[i]]), 1, 4)
   m = h_meta[[2]][[h_meta[[1]]$list[grep(plotid, h_meta[[1]]$plotID)]]]
-  r = hsdar::speclib(readRDS(hd_files[[i]]),
+  r = hsdar::speclib(brick(readRDS(hd_files[[i]])),
               wavelength = m$wavelength,
               fwhm = m$fwhm, 
               continuousdata = "auto")
-  v = vegindex(r, index = vis)          
+  v = vegindex(r, index = vis)
   vr = v@spectra@spectra_ra
   names(vr) = vis
   saveRDS(vr, file = paste0(path_hyp_vegidcs, plotid, "_vegidcs.rds"))
-} 
+}
 
 stopCluster(cl)
+
+
+# Visually check data
+visCheck(datapath = path_hyp_vegidcs, polygonfile = paste0(path_plots, "BPolygon.shp"), band = 47)
+summary(unlist(lapply(files, function(f){nlayers(readRDS(files[[1]]))})))

From 9835f4b8dc47644c3cf89f99d00f3ca2b3a48641 Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Sun, 7 Oct 2018 19:21:31 +0200
Subject: [PATCH 09/65] Update divIndices

---
 src/.Rhistory        | 566 ++++++++++++++++++++++++++++++++++++++-----
 src/001_functions.R  | 524 ---------------------------------------
 src/050_divIndices.R |   3 +-
 3 files changed, 513 insertions(+), 580 deletions(-)

diff --git a/src/.Rhistory b/src/.Rhistory
index b8b70c8..30a54cc 100644
--- a/src/.Rhistory
+++ b/src/.Rhistory
@@ -1,54 +1,512 @@
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-hd_files = list.files(path_hyp_aio, recursive = FALSE, full.names = TRUE)
-h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
-pb = shapefile(paste0(path_plots, "BPolygon.shp"))
-dir.create(paste0(path_hyp_nrm), showWarnings = FALSE)
-log = list()
-log_entry = 0
-i = 1
-f = hd_files[i]
-plotid = substr(basename(f), 1, 4)
-r = readRDS(f)
-nl = nlayers(r)
-all_na = grep(ncell(r), summary(r)[6,])
-if(length(all_na) > 0){
-r = r[[-all_na]]
-} else {
-all_na = -1
-}
-r
-pca = rasterPCA(r)
-v = pca$model$sdev**2
-# Continuous Significant Dimensionality
-csd = round(sum(sapply(v, function(x){min(x,1)})), 0)
-use = seq(csd)
-log_entry = log_entry + 1
-log[[log_entry]] = list(file = basename(f), all_na = all_na, csd = csd)
-pcai = t(t(as.matrix(pca$map)[, use] %*% t(pca$model$loadings)[use, ]) + pca$model$center)
-tmp = r[[1]]
-pcair = stack(lapply(seq(ncol(pcai)), function(i){
-setValues(tmp, pcai[, i])
-}))
-pcair
-all_na
-if(all_na == 1){
-pcair = stack(setValues(tmp, rep(NA, ncell(tmp))), pcair)
-} else if(all_na > 1){
-pcair = stack(pcair[[1:(all_na-1)]],
-setValues(tmp, rep(NA, ncell(tmp))),
-pcair[[(all_na):nlayers(pcair)]])
-}
-pcair
-names(pcair) = paste0(plotid, "_pcai_", seq(nl))
-pcair
-saveRDS(pcair, file = paste0(path_hyp_nrm, substr(basename(f), 1, 4), "_pcai.rds"))
-plotid
-hd_files
-hd_files = list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE)
-h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
-dir.create(paste0(path_hyp_vegidcs), showWarnings = FALSE)
-i = 1
-plotid = substr(basename(hd_files[[i]]), 1, 4)
-plotid
-readRDS(hd_files[[i]]
-)
+if( is(input[[1]],"RasterLayer") ) {
+if( mode=="classic" ){
+isfloat<-FALSE # If data are float numbers, transform them in integer
+if( !is.wholenumber(rasterm@data@min) | !is.wholenumber(rasterm@data@max) | is.infinite(rasterm@data@min) ){
+message("Converting input data in an integer matrix...")
+isfloat<-TRUE
+mfactor<-100^simplify
+rasterm<-getValues(rasterm)*mfactor
+gc()
+rasterm<-as.integer(rasterm)
+gc()
+rasterm<-matrix(rasterm,nrow(input),ncol(input),byrow=TRUE)
+gc()
+}else{
+rasterm<-matrix(getValues(rasterm),ncol=ncol(input),nrow=nrow(input),byrow=T)
+}
+}
+#Print user messages
+if( mode=="classic" & shannon ){
+message("Matrix check OK: \nRao and Shannon output matrices will be returned")
+}else if( mode=="classic" & !shannon ){
+message("Matrix check OK: \nRao output matrix will be returned")
+}else if( mode=="multidimension" & !shannon ){
+message(("Matrix check OK: \nA matrix with multimension RaoQ will be returned"))
+}else if( mode=="multidimension" & shannon ){
+stop("Matrix check failed: \nMultidimension and Shannon not compatible, set shannon=FALSE")
+}else{
+stop("Matrix check failed: \nNot a valid input | method | distance, please check all these options...")
+}
+# If data are a matrix or a list
+}else if( is(input,"matrix") | is(input,"list") ) {
+if( mode=="classic" ){
+isfloat<-FALSE # If data are float numbers, transform them in integer
+if( !is.integer(rasterm) ){
+message("Converting input data in an integer matrix...")
+isfloat<-TRUE
+mfactor<-100^simplify
+rasterm<-as.integer(rasterm*mfactor)
+rasterm<-matrix(rasterm,nrow(input),ncol(input),byrow=TRUE)
+gc()
+}else{
+rasterm<-as.matrix(rasterm)
+}
+}
+if( mode=="classic" & shannon ){
+message("Matrix check OK: \nRao and Shannon output matrices will be returned")
+}else if( mode=="classic" & !shannon ){
+message("Matrix check OK: \nRao output matrix will be returned")
+}else if( mode=="multidimension" & shannon ){
+stop("Matrix check failed: \nMultidimension and Shannon not compatible, set shannon=FALSE")
+}else if( mode=="multidimension" & !shannon ){
+message(("Matrix check OK: \nA matrix with multimension RaoQ will be returned"))
+}else{
+stop("Matrix check failed: \nNot a valid input | method | distance, please check all these options")
+}
+}
+if(nc.cores>1) {
+if(mode=="multidimension"){
+message(
+"Multi-core is not supported for multidimensional Rao, proceding with 1 core...")
+nc.cores=1
+}else{
+message("
+##################### Starting parallel calculation #######################")
+}
+}
+#
+## Derive operational moving window
+#
+if( window%%2==1 ){
+w <- (window-1)/2
+} else {
+stop("Moving window size must be an odd number.")
+}
+#
+## Preparation of output matrices
+#
+if(nc.cores==1) {
+raoqe<-matrix(rep(NA,dim(rasterm)[1]*dim(rasterm)[2]),nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
+}
+if(shannon){
+shannond<-matrix(rep(NA,dim(rasterm)[1]*dim(rasterm)[2]),nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
+}
+#
+## If mode is classic Rao
+#
+if(mode=="classic") {
+#
+# If classic RaoQ is parallelized
+#
+if(nc.cores>1) {
+#
+## Required packages for parallel calculation
+#
+require(foreach)
+require(doSNOW)
+require(parallel)
+if( cluster.type=="MPI" ){
+require(Rmpi)
+}
+#
+## Reshape values
+#
+values<-as.numeric(as.factor(rasterm))
+rasterm_1<-matrix(data=values,nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
+#
+## Add fake columns and rows for moving window
+#
+hor<-matrix(NA,ncol=dim(rasterm)[2],nrow=w)
+ver<-matrix(NA,ncol=w,nrow=dim(rasterm)[1]+w*2)
+trasterm<-cbind(ver,rbind(hor,rasterm_1,hor),ver)
+rm(hor,ver,rasterm_1,values); gc()
+if(debugging){cat("#check: RaoQ parallel function.")}
+#
+## Derive distance matrix
+#
+d1<-proxy::dist(as.numeric(levels(as.factor(rasterm))),method=distance_m)
+gc()
+#
+## Export variables in the global environment
+#
+if(isfloat) {
+sapply(c("mfactor"), function(x) {assign(x,get(x),envir= .GlobalEnv)})
+}
+#
+## Create cluster object with given number of slaves
+#
+plr<<-TRUE
+if( cluster.type=="SOCK" || cluster.type=="FORK" ) {
+cls <- parallel::makeCluster(nc.cores,type=cluster.type, outfile="",useXDR=FALSE,methods=FALSE,output="")
+} else if( cluster.type=="MPI" ) {
+cls <- makeMPIcluster(nc.cores,outfile="",useXDR=FALSE,methods=FALSE,output="")
+}
+registerDoSNOW(cls)
+clusterCall(cl=cls, function() library("parallel"))
+if(isfloat) {
+parallel::clusterExport(cl=cls, varlist=c("mfactor"))
+}
+on.exit(stopCluster(cls)) # Close the clusters on exit
+gc()
+#
+## Start the parallelized loop over iter
+#
+pb <- txtProgressBar(min = (1+w), max = dim(rasterm)[2], style = 3)
+progress <- function(n) setTxtProgressBar(pb, n)
+opts <- list(progress = progress)
+raop <- foreach(cl=(1+w):(dim(rasterm)[2]+w),.options.snow = opts,.verbose = F) %dopar% {
+if(debugging) {
+cat(paste(cl))
+}
+raout <- sapply((1+w):(dim(rasterm)[1]+w), function(rw) {
+if( length(!which(!trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]%in%NA)) < window^2-((window^2)*na.tolerance) ) {
+vv<-NA
+return(vv)
+}
+else {
+tw<-summary(as.factor(trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]),maxsum=10000)
+if( "NA's"%in%names(tw) ) {
+tw<-tw[-length(tw)]
+}
+if( debugging ) {
+message("Working on coords ",rw,",",cl,". classes length: ",length(tw),". window size=",window)
+}
+tw_labels<-names(tw)
+tw_values<-as.vector(tw)
+if( length(tw_values) <=2 ) {
+vv<-NA
+return(vv)
+}
+else {
+p <- tw_values/sum(tw_values)
+p1 <- diag(0,length(tw_values))
+p1[upper.tri(p1)] <- c(combn(p,m=2,FUN=prod))
+p1[lower.tri(p1)] <- c(combn(p,m=2,FUN=prod))
+d2 <- unname(as.matrix(d1)[as.numeric(tw_labels),as.numeric(tw_labels)])
+vv <- sum(p1*d2)
+return(vv)
+}
+}
+})
+return(raout)
+} # End classic RaoQ - parallelized
+message(("\n\nCalculation of Rao's index complete.\n"))
+#
+## If classic RaoQ is sequential
+#
+} else if(nc.cores==1) {
+# Reshape values
+values<-as.numeric(as.factor(rasterm))
+rasterm_1<-matrix(data=values,nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
+# Add fake columns and rows for moving window
+hor<-matrix(NA,ncol=dim(rasterm)[2],nrow=w)
+ver<-matrix(NA,ncol=w,nrow=dim(rasterm)[1]+w*2)
+trasterm<-cbind(ver,rbind(hor,rasterm_1,hor),ver)
+# Derive distance matrix
+classes<-levels(as.factor(rasterm))
+d1<-proxy::dist(x=as.numeric(classes),method=distance_m)
+# Loop over each pixel
+for (cl in (1+w):(dim(rasterm)[2]+w)) {
+for(rw in (1+w):(dim(rasterm)[1]+w)) {
+if( length(!which(!trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]%in%NA)) < window^2-((window^2)*na.tolerance) ) {
+raoqe[rw-w,cl-w]<-NA
+} else {
+tw<-summary(as.factor(trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]),maxsum=10000)
+if( "NA's"%in%names(tw) ) {
+tw<-tw[-length(tw)]
+}
+if(debugging) {
+message("Working on coords ",rw ,",",cl,". classes length: ",length(tw),". window size=",window)
+}
+tw_labels<-names(tw)
+tw_values<-as.vector(tw)
+if(length(tw_values) <= 2) {
+raoqe[rw-w,cl-w]<-NA
+} else {
+p <- tw_values/sum(tw_values)
+p1 <- diag(0,length(tw_values))
+p1[upper.tri(p1)] <- c(combn(p,m=2,FUN=prod))
+p1[lower.tri(p1)] <- c(combn(p,m=2,FUN=prod))
+d2 <- unname(as.matrix(d1)[as.numeric(tw_labels),as.numeric(tw_labels)])
+if(isfloat) {
+raoqe[rw-w,cl-w]<-sum(p1*d2)/mfactor
+} else {
+raoqe[rw-w,cl-w]<-sum(p1*d2)
+}
+}
+}
+progress(value=cl, max.value=c((dim(rasterm)[2]+w)+(dim(rasterm)[1]+w))/2, progress.bar = FALSE)
+}
+} # End of for loop
+message(("\nCalculation of Rao's index complete.\n"))
+}
+}  # End classic RaoQ - sequential
+else if( mode=="multidimension" ){
+if(debugging) {
+message("#check: Into multidimensional clause.")
+}
+#----------------------------------------------------#
+#
+## If multimensional RaoQ
+#
+# Check if there are NAs in the matrices
+if ( is(rasterm,"RasterLayer") ){
+if(any(sapply(lapply(unlist(input),length),is.na)==TRUE))
+message("\n Warning: One or more RasterLayers contain NA which will be threated as 0")
+} else if ( is(rasterm,"matrix") ){
+if(any(sapply(input, is.na)==TRUE) ) {
+message("\n Warning: One or more matrices contain NA which will be threated as 0")
+}
+}
+#
+## Check whether the chosen distance metric is valid or not
+#
+if( distance_m=="euclidean" | distance_m=="manhattan" | distance_m=="canberra" | distance_m=="minkowski" | distance_m=="mahalanobis" ) {
+#
+## Define distance functions
+#
+#euclidean
+multieuclidean <- function(x) {
+tmp <- lapply(x, function(y) {
+(y[[1]]-y[[2]])^2
+})
+return(sqrt(Reduce(`+`,tmp)))
+}
+#manhattan
+multimanhattan <- function(x) {
+tmp <- lapply(x, function(y) {
+abs(y[[1]]-y[[2]])
+})
+return(Reduce(`+`,tmp))
+}
+#canberra
+multicanberra <- function(x) {
+tmp <- lapply(x, function(y) {
+abs(y[[1]] - y[[2]]) / (abs(y[[1]]) + abs(y[[2]]))
+})
+return(Reduce(`+`,tmp))
+}
+#minkowski
+multiminkowski <- function(x) {
+tmp <- lapply(x, function(y) {
+abs((y[[1]]-y[[2]])^lambda)
+})
+return(Reduce(`+`,tmp)^(1/lambda))
+}
+#mahalanobis
+multimahalanobis <- function(x){
+tmp <- matrix(unlist(lapply(x,function(y) as.vector(y))),ncol=2)
+tmp <- tmp[!is.na(tmp[,1]),]
+if( length(tmp)==0 | is.null(dim(tmp)) ) {
+return(NA)
+} else if(rcond(cov(tmp)) <= 0.001) {
+return(NA)
+} else {
+#return the inverse of the covariance matrix of tmp; aka the precision matrix
+inverse<-solve(cov(tmp))
+if(debugging){
+print(inverse)
+}
+tmp<-scale(tmp,center=T,scale=F)
+tmp<-as.numeric(t(tmp[1,])%*%inverse%*%tmp[1,])
+return(sqrt(tmp))
+}
+}
+#
+## Decide what function to use
+#
+if( distance_m=="euclidean") {
+distancef <- get("multieuclidean")
+} else if( distance_m=="manhattan" ) {
+distancef <- get("multimanhattan")
+} else if( distance_m=="canberra" ) {
+distancef <- get("multicanberra")
+} else if( distance_m=="minkowski" ) {
+if( lambda==0 ) {
+stop("The Minkowski Distance for lambda = 0 is Infinity; please choose another value for lambda.")
+} else {
+distancef <- get("multiminkowski")
+}
+} else if( distance_m=="mahalanobis" ) {
+distancef <- get("multimahalanobis")
+warning("Multimahalanobis distance is not fully supported...")
+}
+} else {
+stop("Distance function not defined for multidimensional Rao's Q; please choose among euclidean, manhattan, canberra, minkowski, mahalanobis!")
+}
+#
+## Reshape values
+#
+vls<-lapply(input, function(x) {raster::as.matrix(x)})
+#
+## Rescale and add fake columns and rows for moving w
+#
+hor<-matrix(NA,ncol=dim(vls[[1]])[2],nrow=w)
+ver<-matrix(NA,ncol=w,nrow=dim(vls[[1]])[1]+w*2)
+if(rescale) {
+trastersm<-lapply(vls, function(x) {
+t1 <- raster::scale(raster(cbind(ver,rbind(hor,x,hor),ver)))
+t2 <- as.matrix(t1)
+return(t2)
+})
+} else {
+trastersm<-lapply(vls, function(x) {
+cbind(ver,rbind(hor,x,hor),ver)
+})
+}
+#
+## Loop over all the pixels in the matrices
+#
+if( (ncol(vls[[1]])*nrow(vls[[1]]))> 10000) {
+message("\n Warning: ",ncol(vls[[1]])*nrow(vls[[1]])*length(vls), " cells to be processed, may take some time... \n")
+}
+cores = 3
+clp = parallel::makeCluster(cores)
+doParallel::registerDoParallel(clp)
+on.exit(stopCluster(clp))
+t = foreach (cl = (1+w):(dim(vls[[1]])[2]+w), .combine="rbind", .packages="foreach") %dopar% {
+foreach (rw = (1+w):(dim(vls[[1]])[1]+w), .combine="rbind") %dopar% {
+if( length(!which(!trastersm[[1]][c(rw-w):c(rw+w),c(cl-w):c(cl+w)]%in%NA)) < window^2-((window^2)*na.tolerance) ) {
+# raoqe[rw-w,cl-w] <- NA
+return(data.frame(row=rw-w, col=cl-w, value=NA))
+} else {
+tw<-lapply(trastersm, function(x) { x[(rw-w):(rw+w),(cl-w):(cl+w)]
+})
+#
+## Vectorize the matrices in the list and calculate
+#Among matrix pairwase distances
+lv <- lapply(tw, function(x) {as.vector(t(x))})
+vcomb <- combn(length(lv[[1]]),2)
+vout <- c()
+for(p in 1:ncol(vcomb) ) {
+lpair <- lapply(lv, function(chi) {
+c(chi[vcomb[1,p]],chi[vcomb[2,p]])
+})
+vout[p] <- distancef(lpair)
+}
+# raoqe[rw-w,cl-w] <- sum(rep(vout,2) * (1/(window)^4),na.rm=TRUE)
+return(data.frame(row=rw-w, col=cl-w, value=sum(rep(vout,2) * (1/(window)^4),na.rm=TRUE)))
+}
+}
+# do.call("rbind", lapply((1+w):(dim(vls[[1]])[1]+w), function(rw){
+#   if( length(!which(!trastersm[[1]][c(rw-w):c(rw+w),c(cl-w):c(cl+w)]%in%NA)) < window^2-((window^2)*na.tolerance) ) {
+#     # raoqe[rw-w,cl-w] <- NA
+#     return(data.frame(row=rw-w, col=cl-w, value=NA))
+#   } else {
+#     tw<-lapply(trastersm, function(x) { x[(rw-w):(rw+w),(cl-w):(cl+w)]
+#     })
+#     #
+#     ## Vectorize the matrices in the list and calculate
+#     #Among matrix pairwase distances
+#     lv <- lapply(tw, function(x) {as.vector(t(x))})
+#     vcomb <- combn(length(lv[[1]]),2)
+#     vout <- c()
+#     for(p in 1:ncol(vcomb) ) {
+#       lpair <- lapply(lv, function(chi) {
+#         c(chi[vcomb[1,p]],chi[vcomb[2,p]])
+#       })
+#       vout[p] <- distancef(lpair)
+#     }
+#     # raoqe[rw-w,cl-w] <- sum(rep(vout,2) * (1/(window)^4),na.rm=TRUE)
+#     return(data.frame(row=rw-w, col=cl-w, value=sum(rep(vout,2) * (1/(window)^4),na.rm=TRUE)))
+#   }
+# }))
+# progress(value=cl, max.value=dim(rasterm)[2]+w, progress.bar = FALSE)
+}
+raoqe<-matrix(rep(NA,dim(rasterm)[1]*dim(rasterm)[2]),nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
+for(i in seq(nrow(t))){
+raoqe[t[i,"row"], t[i,"col"]] = t[i,"value"]
+}
+if(exists("pb")) {
+close(pb)
+}
+} else{
+message("Something went wrong when trying to calculate Rao's indiex.")
+}  # end of multimensional RaoQ
+message("\nCalculation of Multidimensional Rao's index complete.\n")
+#----------------------------------------------------#
+#
+## Shannon
+#
+if( shannon==T ) {
+message("\nStarting Shannon-Wiener index calculation:\n")
+# Reshape values
+values<-as.numeric(as.factor(rasterm))
+rasterm_1<-matrix(data=values,nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
+#
+## Add "fake" columns and rows for moving window
+#
+hor<-matrix(NA,ncol=dim(rasterm)[2],nrow=w)
+ver<-matrix(NA,ncol=w,nrow=dim(rasterm)[1]+w*2)
+trasterm<-cbind(ver,rbind(hor,rasterm_1,hor),ver)
+#
+## Loop over all the pixels
+#
+for (cl in (1+w):(dim(rasterm)[2]+w)) {
+for(rw in (1+w):(dim(rasterm)[1]+w)) {
+if( length(!which(!trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]%in%NA)) < window^2-((window^2)*na.tolerance) ) {
+shannond[rw-w,cl-w]<-NA
+} else {
+tw<-summary(as.factor(trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]))
+if( "NA's"%in%names(tw) ) {
+tw<-tw[-length(tw)]
+}
+tw[tw>1]<-1
+tw_values<-as.vector(tw)
+p<-tw_values/length(tw_values)
+p_log<-log(p)
+shannond[rw-w,cl-w]<-(-(sum(p*p_log)))
+}
+}
+svMisc::progress(value=cl, max.value=(c((dim(rasterm)[2]+w)+(dim(rasterm)[1]+w))/2), progress.bar = FALSE)
+}
+message(("\nCalculation of Shannon's index is also complete!\n"))
+} # End ShannonD
+#----------------------------------------------------#
+#
+## Return multiple outputs
+#
+if(debugging){
+message( "#check: return function." )
+}
+if( shannon ) {
+if( nc.cores>1 ) {
+outl<-list(do.call(cbind,raop),shannond)
+names(outl)<-c("Rao","Shannon")
+return(outl)
+} else if( nc.cores==1 ){
+outl<-list(raoqe,shannond)
+names(outl)<-c("Rao","Shannon")
+return(outl)
+}
+} else if( !shannon & mode=="classic" ) {
+if( isfloat & nc.cores>1 ) {
+#return(raop)
+return(do.call(cbind,raop)/mfactor)
+if(debugging){
+message("#check: return function - classic.")
+}
+} else if( !isfloat & nc.cores>1 ) {
+outl<-list(do.call(cbind,raop))
+names(outl)<-c("Rao")
+return(outl)
+} else if( sfloat & nc.cores==1 ) {
+outl<-list(raoqe/mfactor)
+names(outl)<-c("Rao")
+return(outl)
+} else if( !isfloat & nc.cores==1 ) {
+outl<-list(raoqe)
+names(outl)<-c("Rao")
+return(outl)
+} else if( !isfloat & nc.cores>1 ) {
+outl<-list(do.call(cbind,raoqe))
+names(outl)<-c("Rao")
+return(outl)
+}
+} else if( !shannon & mode=="multidimension" ) {
+outl<-list(raoqe)
+names(outl)<-c("Multidimension_Rao")
+return(outl)
+}
+}
+# ra = aggregate(r, fact=2, fun=mean)
+raomatrix <- spectralrao(as.list(r),
+mode="multidimension",
+distance_m="euclidean",
+window=3,
+shannon=FALSE,
+debugging=TRUE,
+simplify=3)
+raor = setValues(r[[1]], raomatrix[[1]])
+names(raor) = plotid
+raor
diff --git a/src/001_functions.R b/src/001_functions.R
index d1d754d..a85238d 100644
--- a/src/001_functions.R
+++ b/src/001_functions.R
@@ -594,527 +594,3 @@ spectralrao <- function(input, distance_m="euclidean", p=NULL, window=9, mode="c
 
 
 
-######### SPECTRALRAO #############################
-## Developed by Matteo Marcantonio
-## Latest update: 04th October 2018
-## -------------------------------------------------
-## Code to calculate Rao's quadratic entropy on a
-## numeric matrix, RasterLayer object (or lists)
-## using a moving window algorithm. 
-## The function also calculates Shannon-Wiener index.
-## -------------------------------------------------
-## Rao's Q Min = 0, if all pixel classes have
-## distance 0. If the chosen distance ranges between
-## 0 and 1, Rao's Max = 1-1/S (Simpson Diversity,
-## where S is the number of pixel classes).
-## -------------------------------------------------
-## Find more info and application here: 
-## 1) https://doi.org/10.1016/j.ecolind.2016.07.039 Titel anhand dieser DOI in Citavi-Projekt übernehmen 
-## 2) https://besjournals.onlinelibrary.wiley.com/doi/10.1111/2041-210X.12941 %CITAVIPICKER£10.1111/2041-210X.12941£Titel anhand dieser DOI in Citavi-Projekt übernehmen£%
-#####################################################
-# Function
-spectralraoORG <- function(input, distance_m="euclidean", p=NULL, window=9, mode="classic", lambda=0, shannon=FALSE, rescale=FALSE, na.tolerance=0.0, simplify=3, nc.cores=1, cluster.type="MPI", debugging=FALSE, ...)
-{
-  #
-  ## Load required packages
-  #
-  require(raster)
-  require(svMisc)
-  require(proxy)
-  #
-  ## Define function to check if a number is an integer
-  #
-  is.wholenumber <- function(x, tol = .Machine$double.eps^0.5)  abs(x - round(x)) < tol
-  #
-  ## Initial checks
-  #
-  if( !(is(input,"matrix") | is(input,"SpatialGridDataFrame") | is(input,"RasterLayer") | is(input,"list")) ) {
-    stop("\nNot a valid input object.")
-  }
-  if( is(input,"SpatialGridDataFrame") ) {
-    input <- raster(input) # Change input matrix/ces names
-  }
-  if( is(input,"matrix") | is(input,"RasterLayer")) {
-    rasterm<-input
-  } else if( is(input,"list") ) {
-    rasterm<-input[[1]]
-  }
-  if(na.tolerance>1){
-    stop("na.tolerance must be in the [0-1] interval. Exiting...")
-  }
-  # Deal with matrices and RasterLayer in a different way
-  # If data are raster layers
-  if( is(input[[1]],"RasterLayer") ) {
-    if( mode=="classic" ){
-      isfloat<-FALSE # If data are float numbers, transform them in integer
-      if( !is.wholenumber(rasterm@data@min) | !is.wholenumber(rasterm@data@max) | is.infinite(rasterm@data@min) ){
-        message("Converting input data in an integer matrix...")
-        isfloat<-TRUE
-        mfactor<-100^simplify
-        rasterm<-getValues(rasterm)*mfactor
-        gc()
-        rasterm<-as.integer(rasterm)
-        gc()
-        rasterm<-matrix(rasterm,nrow(input),ncol(input),byrow=TRUE)
-        gc()
-      }else{
-        rasterm<-matrix(getValues(rasterm),ncol=ncol(input),nrow=nrow(input),byrow=T)
-      }
-    }
-    #Print user messages
-    if( mode=="classic" & shannon ){
-      message("Matrix check OK: \nRao and Shannon output matrices will be returned")
-    }else if( mode=="classic" & !shannon ){
-      message("Matrix check OK: \nRao output matrix will be returned")
-    }else if( mode=="multidimension" & !shannon ){
-      message(("Matrix check OK: \nA matrix with multimension RaoQ will be returned"))
-    }else if( mode=="multidimension" & shannon ){
-      stop("Matrix check failed: \nMultidimension and Shannon not compatible, set shannon=FALSE")
-    }else{
-      stop("Matrix check failed: \nNot a valid input | method | distance, please check all these options...")
-    }
-    # If data are a matrix or a list
-  }else if( is(input,"matrix") | is(input,"list") ) {
-    if( mode=="classic" ){ 
-      isfloat<-FALSE # If data are float numbers, transform them in integer
-      if( !is.integer(rasterm) ){
-        message("Converting input data in an integer matrix...")
-        isfloat<-TRUE
-        mfactor<-100^simplify
-        rasterm<-as.integer(rasterm*mfactor)
-        rasterm<-matrix(rasterm,nrow(input),ncol(input),byrow=TRUE)
-        gc()
-      }else{
-        rasterm<-as.matrix(rasterm)
-      }
-    }
-    if( mode=="classic" & shannon ){
-      message("Matrix check OK: \nRao and Shannon output matrices will be returned")
-    }else if( mode=="classic" & !shannon ){
-      message("Matrix check OK: \nRao output matrix will be returned")
-    }else if( mode=="multidimension" & shannon ){
-      stop("Matrix check failed: \nMultidimension and Shannon not compatible, set shannon=FALSE")
-    }else if( mode=="multidimension" & !shannon ){
-      message(("Matrix check OK: \nA matrix with multimension RaoQ will be returned"))
-    }else{
-      stop("Matrix check failed: \nNot a valid input | method | distance, please check all these options")
-    }
-  }
-  
-  if(nc.cores>1) {
-    if(mode=="multidimension"){
-      message(
-        "Multi-core is not supported for multidimensional Rao, proceding with 1 core...")
-      nc.cores=1
-    }else{
-      message("
-              ##################### Starting parallel calculation #######################")
-    }
-  }
-  #
-  ## Derive operational moving window
-  #
-  if( window%%2==1 ){
-    w <- (window-1)/2
-  } else {
-    stop("Moving window size must be an odd number.")
-  }
-  #
-  ## Preparation of output matrices
-  #
-  if(nc.cores==1) {
-    raoqe<-matrix(rep(NA,dim(rasterm)[1]*dim(rasterm)[2]),nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
-  }
-  if(shannon){
-    shannond<-matrix(rep(NA,dim(rasterm)[1]*dim(rasterm)[2]),nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
-  }
-  #
-  ## If mode is classic Rao
-  #
-  if(mode=="classic") {
-    #
-    # If classic RaoQ is parallelized
-    #
-    if(nc.cores>1) {
-      #
-      ## Required packages for parallel calculation
-      #
-      require(foreach)
-      require(doSNOW)
-      require(parallel)
-      if( cluster.type=="MPI" ){
-        require(Rmpi)
-      }
-      #
-      ## Reshape values
-      #
-      values<-as.numeric(as.factor(rasterm))
-      rasterm_1<-matrix(data=values,nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
-      #
-      ## Add fake columns and rows for moving window
-      #
-      hor<-matrix(NA,ncol=dim(rasterm)[2],nrow=w)
-      ver<-matrix(NA,ncol=w,nrow=dim(rasterm)[1]+w*2)
-      trasterm<-cbind(ver,rbind(hor,rasterm_1,hor),ver)
-      rm(hor,ver,rasterm_1,values); gc()
-      if(debugging){cat("#check: RaoQ parallel function.")}
-      #       
-      ## Derive distance matrix
-      #
-      d1<-proxy::dist(as.numeric(levels(as.factor(rasterm))),method=distance_m)
-      gc()
-      #
-      ## Export variables in the global environment
-      #
-      if(isfloat) {
-        sapply(c("mfactor"), function(x) {assign(x,get(x),envir= .GlobalEnv)})
-      }
-      #       
-      ## Create cluster object with given number of slaves
-      #
-      plr<<-TRUE
-      if( cluster.type=="SOCK" || cluster.type=="FORK" ) {
-        cls <- parallel::makeCluster(nc.cores,type=cluster.type, outfile="",useXDR=FALSE,methods=FALSE,output="")
-      } else if( cluster.type=="MPI" ) {
-        cls <- makeMPIcluster(nc.cores,outfile="",useXDR=FALSE,methods=FALSE,output="")
-      }
-      registerDoSNOW(cls)
-      clusterCall(cl=cls, function() library("parallel"))
-      if(isfloat) {
-        parallel::clusterExport(cl=cls, varlist=c("mfactor"))
-      }
-      on.exit(stopCluster(cls)) # Close the clusters on exit
-      gc()
-      #
-      ## Start the parallelized loop over iter
-      #
-      pb <- txtProgressBar(min = (1+w), max = dim(rasterm)[2], style = 3)
-      progress <- function(n) setTxtProgressBar(pb, n)
-      opts <- list(progress = progress)
-      raop <- foreach(cl=(1+w):(dim(rasterm)[2]+w),.options.snow = opts,.verbose = F) %dopar% {
-        if(debugging) {
-          cat(paste(cl))
-        }
-        raout <- sapply((1+w):(dim(rasterm)[1]+w), function(rw) {
-          if( length(!which(!trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]%in%NA)) < window^2-((window^2)*na.tolerance) ) {
-            vv<-NA
-            return(vv)
-          } 
-          else {
-            tw<-summary(as.factor(trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]),maxsum=10000)
-            if( "NA's"%in%names(tw) ) {
-              tw<-tw[-length(tw)]
-            }
-            if( debugging ) {
-              message("Working on coords ",rw,",",cl,". classes length: ",length(tw),". window size=",window)
-            }
-            tw_labels<-names(tw)
-            tw_values<-as.vector(tw)
-            if( length(tw_values) <=2 ) {
-              vv<-NA
-              return(vv)
-            }
-            else {
-              p <- tw_values/sum(tw_values)
-              p1 <- diag(0,length(tw_values))
-              p1[upper.tri(p1)] <- c(combn(p,m=2,FUN=prod))
-              p1[lower.tri(p1)] <- c(combn(p,m=2,FUN=prod))
-              d2 <- unname(as.matrix(d1)[as.numeric(tw_labels),as.numeric(tw_labels)])
-              vv <- sum(p1*d2)
-              return(vv)
-            }
-          }
-        })
-        return(raout)
-      } # End classic RaoQ - parallelized
-      message(("\n\nCalculation of Rao's index complete.\n"))
-      #
-      ## If classic RaoQ is sequential
-      #
-    } else if(nc.cores==1) {
-      # Reshape values
-      values<-as.numeric(as.factor(rasterm))
-      rasterm_1<-matrix(data=values,nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
-      # Add fake columns and rows for moving window
-      hor<-matrix(NA,ncol=dim(rasterm)[2],nrow=w)
-      ver<-matrix(NA,ncol=w,nrow=dim(rasterm)[1]+w*2)
-      trasterm<-cbind(ver,rbind(hor,rasterm_1,hor),ver)
-      # Derive distance matrix
-      classes<-levels(as.factor(rasterm))
-      d1<-proxy::dist(x=as.numeric(classes),method=distance_m)
-      # Loop over each pixel
-      for (cl in (1+w):(dim(rasterm)[2]+w)) {
-        for(rw in (1+w):(dim(rasterm)[1]+w)) {
-          if( length(!which(!trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]%in%NA)) < window^2-((window^2)*na.tolerance) ) {
-            raoqe[rw-w,cl-w]<-NA
-          } else {
-            tw<-summary(as.factor(trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]),maxsum=10000)
-            if( "NA's"%in%names(tw) ) {
-              tw<-tw[-length(tw)]
-            }
-            if(debugging) {
-              message("Working on coords ",rw ,",",cl,". classes length: ",length(tw),". window size=",window)
-            }
-            tw_labels<-names(tw)
-            tw_values<-as.vector(tw)
-            if(length(tw_values) <= 2) {
-              raoqe[rw-w,cl-w]<-NA
-            } else {
-              p <- tw_values/sum(tw_values)
-              p1 <- diag(0,length(tw_values))
-              p1[upper.tri(p1)] <- c(combn(p,m=2,FUN=prod))
-              p1[lower.tri(p1)] <- c(combn(p,m=2,FUN=prod))
-              d2 <- unname(as.matrix(d1)[as.numeric(tw_labels),as.numeric(tw_labels)])
-              if(isfloat) {
-                raoqe[rw-w,cl-w]<-sum(p1*d2)/mfactor
-              } else {
-                raoqe[rw-w,cl-w]<-sum(p1*d2)
-              }
-            }
-          } 
-          progress(value=cl, max.value=c((dim(rasterm)[2]+w)+(dim(rasterm)[1]+w))/2, progress.bar = FALSE)
-        } 
-      } # End of for loop 
-      message(("\nCalculation of Rao's index complete.\n"))
-    }
-  }  # End classic RaoQ - sequential
-  else if( mode=="multidimension" ){
-    if(debugging) {
-      message("#check: Into multidimensional clause.")
-    }
-    #----------------------------------------------------#
-    #
-    ## If multimensional RaoQ
-    #
-    # Check if there are NAs in the matrices
-    if ( is(rasterm,"RasterLayer") ){
-      if(any(sapply(lapply(unlist(input),length),is.na)==TRUE))
-        message("\n Warning: One or more RasterLayers contain NA which will be threated as 0")
-    } else if ( is(rasterm,"matrix") ){
-      if(any(sapply(input, is.na)==TRUE) ) {
-        message("\n Warning: One or more matrices contain NA which will be threated as 0")
-      }
-    }
-    #
-    ## Check whether the chosen distance metric is valid or not
-    #
-    if( distance_m=="euclidean" | distance_m=="manhattan" | distance_m=="canberra" | distance_m=="minkowski" | distance_m=="mahalanobis" ) {
-      #
-      ## Define distance functions
-      #
-      #euclidean
-      multieuclidean <- function(x) {
-        tmp <- lapply(x, function(y) {
-          (y[[1]]-y[[2]])^2
-        })
-        return(sqrt(Reduce(`+`,tmp)))
-      }
-      #manhattan
-      multimanhattan <- function(x) {
-        tmp <- lapply(x, function(y) {
-          abs(y[[1]]-y[[2]])
-        })
-        return(Reduce(`+`,tmp))
-      }
-      #canberra
-      multicanberra <- function(x) {
-        tmp <- lapply(x, function(y) {
-          abs(y[[1]] - y[[2]]) / (abs(y[[1]]) + abs(y[[2]]))
-        })
-        return(Reduce(`+`,tmp))
-      }
-      #minkowski
-      multiminkowski <- function(x) {
-        tmp <- lapply(x, function(y) {
-          abs((y[[1]]-y[[2]])^lambda)
-        })
-        return(Reduce(`+`,tmp)^(1/lambda))
-      }
-      #mahalanobis
-      multimahalanobis <- function(x){
-        tmp <- matrix(unlist(lapply(x,function(y) as.vector(y))),ncol=2)
-        tmp <- tmp[!is.na(tmp[,1]),] 
-        if( length(tmp)==0 | is.null(dim(tmp)) ) {
-          return(NA)
-        } else if(rcond(cov(tmp)) <= 0.001) {
-          return(NA)
-        } else {
-          #return the inverse of the covariance matrix of tmp; aka the precision matrix
-          inverse<-solve(cov(tmp)) 
-          if(debugging){
-            print(inverse)
-          }
-          tmp<-scale(tmp,center=T,scale=F)
-          tmp<-as.numeric(t(tmp[1,])%*%inverse%*%tmp[1,])
-          return(sqrt(tmp))
-        }
-      }
-      #
-      ## Decide what function to use
-      #
-      if( distance_m=="euclidean") {
-        distancef <- get("multieuclidean")
-      } else if( distance_m=="manhattan" ) {
-        distancef <- get("multimanhattan")
-      } else if( distance_m=="canberra" ) {
-        distancef <- get("multicanberra")
-      } else if( distance_m=="minkowski" ) {
-        if( lambda==0 ) {
-          stop("The Minkowski Distance for lambda = 0 is Infinity; please choose another value for lambda.")
-        } else {
-          distancef <- get("multiminkowski") 
-        }
-      } else if( distance_m=="mahalanobis" ) {
-        distancef <- get("multimahalanobis")
-        warning("Multimahalanobis distance is not fully supported...")
-      }
-    } else {
-      stop("Distance function not defined for multidimensional Rao's Q; please choose among euclidean, manhattan, canberra, minkowski, mahalanobis!")
-    }
-    #
-    ## Reshape values
-    #
-    vls<-lapply(input, function(x) {raster::as.matrix(x)})
-    #
-    ## Rescale and add fake columns and rows for moving w
-    #
-    hor<-matrix(NA,ncol=dim(vls[[1]])[2],nrow=w)
-    ver<-matrix(NA,ncol=w,nrow=dim(vls[[1]])[1]+w*2)
-    if(rescale) {
-      trastersm<-lapply(vls, function(x) {
-        t1 <- raster::scale(raster(cbind(ver,rbind(hor,x,hor),ver)))
-        t2 <- as.matrix(t1)
-        return(t2)
-      })
-    } else {
-      trastersm<-lapply(vls, function(x) {
-        cbind(ver,rbind(hor,x,hor),ver)
-      })
-    }
-    #
-    ## Loop over all the pixels in the matrices
-    #
-    if( (ncol(vls[[1]])*nrow(vls[[1]]))> 10000) {
-      message("\n Warning: ",ncol(vls[[1]])*nrow(vls[[1]])*length(vls), " cells to be processed, may take some time... \n")
-    }
-    for (cl in (1+w):(dim(vls[[1]])[2]+w)) {
-      for(rw in (1+w):(dim(vls[[1]])[1]+w)) {
-        if( length(!which(!trastersm[[1]][c(rw-w):c(rw+w),c(cl-w):c(cl+w)]%in%NA)) < window^2-((window^2)*na.tolerance) ) {
-          raoqe[rw-w,cl-w] <- NA
-        } else {
-          tw<-lapply(trastersm, function(x) { x[(rw-w):(rw+w),(cl-w):(cl+w)]
-          })
-          #
-          ## Vectorize the matrices in the list and calculate
-          #Among matrix pairwase distances
-          lv <- lapply(tw, function(x) {as.vector(t(x))})
-          vcomb <- combn(length(lv[[1]]),2)
-          vout <- c()
-          for(p in 1:ncol(vcomb) ) {
-            lpair <- lapply(lv, function(chi) {
-              c(chi[vcomb[1,p]],chi[vcomb[2,p]])
-            })
-            vout[p] <- distancef(lpair)
-          }
-          raoqe[rw-w,cl-w] <- sum(rep(vout,2) * (1/(window)^4),na.rm=TRUE)
-        }
-      }
-      progress(value=cl, max.value=dim(rasterm)[2]+w, progress.bar = FALSE)
-    }
-    if(exists("pb")) {
-      close(pb) 
-    }
-  } else{
-    message("Something went wrong when trying to calculate Rao's indiex.")
-  }  # end of multimensional RaoQ
-  message("\nCalculation of Multidimensional Rao's index complete.\n")
-  
-  #----------------------------------------------------#
-  
-  #
-  ## Shannon
-  #
-  if( shannon==T ) {
-    message("\nStarting Shannon-Wiener index calculation:\n")
-    # Reshape values
-    values<-as.numeric(as.factor(rasterm))
-    rasterm_1<-matrix(data=values,nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
-    #
-    ## Add "fake" columns and rows for moving window
-    #
-    hor<-matrix(NA,ncol=dim(rasterm)[2],nrow=w)
-    ver<-matrix(NA,ncol=w,nrow=dim(rasterm)[1]+w*2)
-    trasterm<-cbind(ver,rbind(hor,rasterm_1,hor),ver)
-    #
-    ## Loop over all the pixels
-    #
-    for (cl in (1+w):(dim(rasterm)[2]+w)) {
-      for(rw in (1+w):(dim(rasterm)[1]+w)) {
-        if( length(!which(!trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]%in%NA)) < window^2-((window^2)*na.tolerance) ) {
-          shannond[rw-w,cl-w]<-NA
-        } else {
-          tw<-summary(as.factor(trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]))
-          if( "NA's"%in%names(tw) ) {
-            tw<-tw[-length(tw)]
-          }
-          tw[tw>1]<-1
-          tw_values<-as.vector(tw)
-          p<-tw_values/length(tw_values)
-          p_log<-log(p)
-          shannond[rw-w,cl-w]<-(-(sum(p*p_log)))
-        }
-      }   
-      svMisc::progress(value=cl, max.value=(c((dim(rasterm)[2]+w)+(dim(rasterm)[1]+w))/2), progress.bar = FALSE)
-    } 
-    message(("\nCalculation of Shannon's index is also complete!\n"))
-  } # End ShannonD
-  
-  #----------------------------------------------------#
-  
-  #
-  ## Return multiple outputs
-  #
-  if(debugging){
-    message( "#check: return function." )
-  }
-  
-  if( shannon ) {
-    if( nc.cores>1 ) {
-      outl<-list(do.call(cbind,raop),shannond)
-      names(outl)<-c("Rao","Shannon")
-      return(outl)
-    } else if( nc.cores==1 ){ 
-      outl<-list(raoqe,shannond)
-      names(outl)<-c("Rao","Shannon")
-      return(outl)
-    }
-  } else if( !shannon & mode=="classic" ) {
-    if( isfloat & nc.cores>1 ) {
-      #return(raop)
-      return(do.call(cbind,raop)/mfactor)
-      if(debugging){
-        message("#check: return function - classic.")
-      }
-    } else if( !isfloat & nc.cores>1 ) {
-      outl<-list(do.call(cbind,raop))
-      names(outl)<-c("Rao")
-      return(outl)
-    } else if( sfloat & nc.cores==1 ) {
-      outl<-list(raoqe/mfactor)
-      names(outl)<-c("Rao")
-      return(outl)    
-    } else if( !isfloat & nc.cores==1 ) {
-      outl<-list(raoqe)
-      names(outl)<-c("Rao")
-      return(outl)    
-    } else if( !isfloat & nc.cores>1 ) {
-      outl<-list(do.call(cbind,raoqe))
-      names(outl)<-c("Rao")
-      return(outl)
-    }
-  } else if( !shannon & mode=="multidimension" ) {
-    outl<-list(raoqe)
-    names(outl)<-c("Multidimension_Rao")
-    return(outl)
-  }
-}
\ No newline at end of file
diff --git a/src/050_divIndices.R b/src/050_divIndices.R
index 1571222..d651535 100644
--- a/src/050_divIndices.R
+++ b/src/050_divIndices.R
@@ -16,7 +16,6 @@ foreach(i = seq(length(hd_files))) %dopar% {
   plotid = substr(basename(hd_files[[i]]), 1, 4)
   r = readRDS(hd_files[[i]])
   # ra = aggregate(r, fact=2, fun=mean)
-  Sys.time()
   raomatrix <- spectralrao(as.list(r), 
                            mode="multidimension", 
                            distance_m="euclidean", 
@@ -24,7 +23,7 @@ foreach(i = seq(length(hd_files))) %dopar% {
                            shannon=FALSE, 
                            debugging=TRUE, 
                            simplify=3)
-  raor = setValues(r[[1]], raomatrix[[1]])
+  raor = setValues(r[[1]], raomatrix[[1]])k,
   names(raor) = plotid
   saveRDS(raor, file = paste0(path_hyp_dividcs, 
                             substr(basename(hd_files[[i]]), 1, 4), 

From f58fb4e331c005d4f418c536fe944cfcd006a225 Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Wed, 10 Oct 2018 09:37:16 +0200
Subject: [PATCH 10/65] Bugfix in vegIndices (write values to RDS now) and
 update divIndices

---
 .gitignore                |   4 +
 src/.Rhistory             | 812 +++++++++++++++++++-------------------
 src/000_set_environment.R |   5 +-
 src/001_functions.R       |  12 +-
 src/030_noise_removal.R   |  15 +-
 src/040_vegIndices.R      |   2 +-
 src/050_divIndices.R      |  39 +-
 src/src.Rproj             |  13 +
 8 files changed, 463 insertions(+), 439 deletions(-)
 create mode 100644 .gitignore
 create mode 100644 src/src.Rproj

diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..5b6a065
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,4 @@
+.Rproj.user
+.Rhistory
+.RData
+.Ruserdata
diff --git a/src/.Rhistory b/src/.Rhistory
index 30a54cc..a77879f 100644
--- a/src/.Rhistory
+++ b/src/.Rhistory
@@ -1,409 +1,3 @@
-if( is(input[[1]],"RasterLayer") ) {
-if( mode=="classic" ){
-isfloat<-FALSE # If data are float numbers, transform them in integer
-if( !is.wholenumber(rasterm@data@min) | !is.wholenumber(rasterm@data@max) | is.infinite(rasterm@data@min) ){
-message("Converting input data in an integer matrix...")
-isfloat<-TRUE
-mfactor<-100^simplify
-rasterm<-getValues(rasterm)*mfactor
-gc()
-rasterm<-as.integer(rasterm)
-gc()
-rasterm<-matrix(rasterm,nrow(input),ncol(input),byrow=TRUE)
-gc()
-}else{
-rasterm<-matrix(getValues(rasterm),ncol=ncol(input),nrow=nrow(input),byrow=T)
-}
-}
-#Print user messages
-if( mode=="classic" & shannon ){
-message("Matrix check OK: \nRao and Shannon output matrices will be returned")
-}else if( mode=="classic" & !shannon ){
-message("Matrix check OK: \nRao output matrix will be returned")
-}else if( mode=="multidimension" & !shannon ){
-message(("Matrix check OK: \nA matrix with multimension RaoQ will be returned"))
-}else if( mode=="multidimension" & shannon ){
-stop("Matrix check failed: \nMultidimension and Shannon not compatible, set shannon=FALSE")
-}else{
-stop("Matrix check failed: \nNot a valid input | method | distance, please check all these options...")
-}
-# If data are a matrix or a list
-}else if( is(input,"matrix") | is(input,"list") ) {
-if( mode=="classic" ){
-isfloat<-FALSE # If data are float numbers, transform them in integer
-if( !is.integer(rasterm) ){
-message("Converting input data in an integer matrix...")
-isfloat<-TRUE
-mfactor<-100^simplify
-rasterm<-as.integer(rasterm*mfactor)
-rasterm<-matrix(rasterm,nrow(input),ncol(input),byrow=TRUE)
-gc()
-}else{
-rasterm<-as.matrix(rasterm)
-}
-}
-if( mode=="classic" & shannon ){
-message("Matrix check OK: \nRao and Shannon output matrices will be returned")
-}else if( mode=="classic" & !shannon ){
-message("Matrix check OK: \nRao output matrix will be returned")
-}else if( mode=="multidimension" & shannon ){
-stop("Matrix check failed: \nMultidimension and Shannon not compatible, set shannon=FALSE")
-}else if( mode=="multidimension" & !shannon ){
-message(("Matrix check OK: \nA matrix with multimension RaoQ will be returned"))
-}else{
-stop("Matrix check failed: \nNot a valid input | method | distance, please check all these options")
-}
-}
-if(nc.cores>1) {
-if(mode=="multidimension"){
-message(
-"Multi-core is not supported for multidimensional Rao, proceding with 1 core...")
-nc.cores=1
-}else{
-message("
-##################### Starting parallel calculation #######################")
-}
-}
-#
-## Derive operational moving window
-#
-if( window%%2==1 ){
-w <- (window-1)/2
-} else {
-stop("Moving window size must be an odd number.")
-}
-#
-## Preparation of output matrices
-#
-if(nc.cores==1) {
-raoqe<-matrix(rep(NA,dim(rasterm)[1]*dim(rasterm)[2]),nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
-}
-if(shannon){
-shannond<-matrix(rep(NA,dim(rasterm)[1]*dim(rasterm)[2]),nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
-}
-#
-## If mode is classic Rao
-#
-if(mode=="classic") {
-#
-# If classic RaoQ is parallelized
-#
-if(nc.cores>1) {
-#
-## Required packages for parallel calculation
-#
-require(foreach)
-require(doSNOW)
-require(parallel)
-if( cluster.type=="MPI" ){
-require(Rmpi)
-}
-#
-## Reshape values
-#
-values<-as.numeric(as.factor(rasterm))
-rasterm_1<-matrix(data=values,nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
-#
-## Add fake columns and rows for moving window
-#
-hor<-matrix(NA,ncol=dim(rasterm)[2],nrow=w)
-ver<-matrix(NA,ncol=w,nrow=dim(rasterm)[1]+w*2)
-trasterm<-cbind(ver,rbind(hor,rasterm_1,hor),ver)
-rm(hor,ver,rasterm_1,values); gc()
-if(debugging){cat("#check: RaoQ parallel function.")}
-#
-## Derive distance matrix
-#
-d1<-proxy::dist(as.numeric(levels(as.factor(rasterm))),method=distance_m)
-gc()
-#
-## Export variables in the global environment
-#
-if(isfloat) {
-sapply(c("mfactor"), function(x) {assign(x,get(x),envir= .GlobalEnv)})
-}
-#
-## Create cluster object with given number of slaves
-#
-plr<<-TRUE
-if( cluster.type=="SOCK" || cluster.type=="FORK" ) {
-cls <- parallel::makeCluster(nc.cores,type=cluster.type, outfile="",useXDR=FALSE,methods=FALSE,output="")
-} else if( cluster.type=="MPI" ) {
-cls <- makeMPIcluster(nc.cores,outfile="",useXDR=FALSE,methods=FALSE,output="")
-}
-registerDoSNOW(cls)
-clusterCall(cl=cls, function() library("parallel"))
-if(isfloat) {
-parallel::clusterExport(cl=cls, varlist=c("mfactor"))
-}
-on.exit(stopCluster(cls)) # Close the clusters on exit
-gc()
-#
-## Start the parallelized loop over iter
-#
-pb <- txtProgressBar(min = (1+w), max = dim(rasterm)[2], style = 3)
-progress <- function(n) setTxtProgressBar(pb, n)
-opts <- list(progress = progress)
-raop <- foreach(cl=(1+w):(dim(rasterm)[2]+w),.options.snow = opts,.verbose = F) %dopar% {
-if(debugging) {
-cat(paste(cl))
-}
-raout <- sapply((1+w):(dim(rasterm)[1]+w), function(rw) {
-if( length(!which(!trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]%in%NA)) < window^2-((window^2)*na.tolerance) ) {
-vv<-NA
-return(vv)
-}
-else {
-tw<-summary(as.factor(trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]),maxsum=10000)
-if( "NA's"%in%names(tw) ) {
-tw<-tw[-length(tw)]
-}
-if( debugging ) {
-message("Working on coords ",rw,",",cl,". classes length: ",length(tw),". window size=",window)
-}
-tw_labels<-names(tw)
-tw_values<-as.vector(tw)
-if( length(tw_values) <=2 ) {
-vv<-NA
-return(vv)
-}
-else {
-p <- tw_values/sum(tw_values)
-p1 <- diag(0,length(tw_values))
-p1[upper.tri(p1)] <- c(combn(p,m=2,FUN=prod))
-p1[lower.tri(p1)] <- c(combn(p,m=2,FUN=prod))
-d2 <- unname(as.matrix(d1)[as.numeric(tw_labels),as.numeric(tw_labels)])
-vv <- sum(p1*d2)
-return(vv)
-}
-}
-})
-return(raout)
-} # End classic RaoQ - parallelized
-message(("\n\nCalculation of Rao's index complete.\n"))
-#
-## If classic RaoQ is sequential
-#
-} else if(nc.cores==1) {
-# Reshape values
-values<-as.numeric(as.factor(rasterm))
-rasterm_1<-matrix(data=values,nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
-# Add fake columns and rows for moving window
-hor<-matrix(NA,ncol=dim(rasterm)[2],nrow=w)
-ver<-matrix(NA,ncol=w,nrow=dim(rasterm)[1]+w*2)
-trasterm<-cbind(ver,rbind(hor,rasterm_1,hor),ver)
-# Derive distance matrix
-classes<-levels(as.factor(rasterm))
-d1<-proxy::dist(x=as.numeric(classes),method=distance_m)
-# Loop over each pixel
-for (cl in (1+w):(dim(rasterm)[2]+w)) {
-for(rw in (1+w):(dim(rasterm)[1]+w)) {
-if( length(!which(!trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]%in%NA)) < window^2-((window^2)*na.tolerance) ) {
-raoqe[rw-w,cl-w]<-NA
-} else {
-tw<-summary(as.factor(trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]),maxsum=10000)
-if( "NA's"%in%names(tw) ) {
-tw<-tw[-length(tw)]
-}
-if(debugging) {
-message("Working on coords ",rw ,",",cl,". classes length: ",length(tw),". window size=",window)
-}
-tw_labels<-names(tw)
-tw_values<-as.vector(tw)
-if(length(tw_values) <= 2) {
-raoqe[rw-w,cl-w]<-NA
-} else {
-p <- tw_values/sum(tw_values)
-p1 <- diag(0,length(tw_values))
-p1[upper.tri(p1)] <- c(combn(p,m=2,FUN=prod))
-p1[lower.tri(p1)] <- c(combn(p,m=2,FUN=prod))
-d2 <- unname(as.matrix(d1)[as.numeric(tw_labels),as.numeric(tw_labels)])
-if(isfloat) {
-raoqe[rw-w,cl-w]<-sum(p1*d2)/mfactor
-} else {
-raoqe[rw-w,cl-w]<-sum(p1*d2)
-}
-}
-}
-progress(value=cl, max.value=c((dim(rasterm)[2]+w)+(dim(rasterm)[1]+w))/2, progress.bar = FALSE)
-}
-} # End of for loop
-message(("\nCalculation of Rao's index complete.\n"))
-}
-}  # End classic RaoQ - sequential
-else if( mode=="multidimension" ){
-if(debugging) {
-message("#check: Into multidimensional clause.")
-}
-#----------------------------------------------------#
-#
-## If multimensional RaoQ
-#
-# Check if there are NAs in the matrices
-if ( is(rasterm,"RasterLayer") ){
-if(any(sapply(lapply(unlist(input),length),is.na)==TRUE))
-message("\n Warning: One or more RasterLayers contain NA which will be threated as 0")
-} else if ( is(rasterm,"matrix") ){
-if(any(sapply(input, is.na)==TRUE) ) {
-message("\n Warning: One or more matrices contain NA which will be threated as 0")
-}
-}
-#
-## Check whether the chosen distance metric is valid or not
-#
-if( distance_m=="euclidean" | distance_m=="manhattan" | distance_m=="canberra" | distance_m=="minkowski" | distance_m=="mahalanobis" ) {
-#
-## Define distance functions
-#
-#euclidean
-multieuclidean <- function(x) {
-tmp <- lapply(x, function(y) {
-(y[[1]]-y[[2]])^2
-})
-return(sqrt(Reduce(`+`,tmp)))
-}
-#manhattan
-multimanhattan <- function(x) {
-tmp <- lapply(x, function(y) {
-abs(y[[1]]-y[[2]])
-})
-return(Reduce(`+`,tmp))
-}
-#canberra
-multicanberra <- function(x) {
-tmp <- lapply(x, function(y) {
-abs(y[[1]] - y[[2]]) / (abs(y[[1]]) + abs(y[[2]]))
-})
-return(Reduce(`+`,tmp))
-}
-#minkowski
-multiminkowski <- function(x) {
-tmp <- lapply(x, function(y) {
-abs((y[[1]]-y[[2]])^lambda)
-})
-return(Reduce(`+`,tmp)^(1/lambda))
-}
-#mahalanobis
-multimahalanobis <- function(x){
-tmp <- matrix(unlist(lapply(x,function(y) as.vector(y))),ncol=2)
-tmp <- tmp[!is.na(tmp[,1]),]
-if( length(tmp)==0 | is.null(dim(tmp)) ) {
-return(NA)
-} else if(rcond(cov(tmp)) <= 0.001) {
-return(NA)
-} else {
-#return the inverse of the covariance matrix of tmp; aka the precision matrix
-inverse<-solve(cov(tmp))
-if(debugging){
-print(inverse)
-}
-tmp<-scale(tmp,center=T,scale=F)
-tmp<-as.numeric(t(tmp[1,])%*%inverse%*%tmp[1,])
-return(sqrt(tmp))
-}
-}
-#
-## Decide what function to use
-#
-if( distance_m=="euclidean") {
-distancef <- get("multieuclidean")
-} else if( distance_m=="manhattan" ) {
-distancef <- get("multimanhattan")
-} else if( distance_m=="canberra" ) {
-distancef <- get("multicanberra")
-} else if( distance_m=="minkowski" ) {
-if( lambda==0 ) {
-stop("The Minkowski Distance for lambda = 0 is Infinity; please choose another value for lambda.")
-} else {
-distancef <- get("multiminkowski")
-}
-} else if( distance_m=="mahalanobis" ) {
-distancef <- get("multimahalanobis")
-warning("Multimahalanobis distance is not fully supported...")
-}
-} else {
-stop("Distance function not defined for multidimensional Rao's Q; please choose among euclidean, manhattan, canberra, minkowski, mahalanobis!")
-}
-#
-## Reshape values
-#
-vls<-lapply(input, function(x) {raster::as.matrix(x)})
-#
-## Rescale and add fake columns and rows for moving w
-#
-hor<-matrix(NA,ncol=dim(vls[[1]])[2],nrow=w)
-ver<-matrix(NA,ncol=w,nrow=dim(vls[[1]])[1]+w*2)
-if(rescale) {
-trastersm<-lapply(vls, function(x) {
-t1 <- raster::scale(raster(cbind(ver,rbind(hor,x,hor),ver)))
-t2 <- as.matrix(t1)
-return(t2)
-})
-} else {
-trastersm<-lapply(vls, function(x) {
-cbind(ver,rbind(hor,x,hor),ver)
-})
-}
-#
-## Loop over all the pixels in the matrices
-#
-if( (ncol(vls[[1]])*nrow(vls[[1]]))> 10000) {
-message("\n Warning: ",ncol(vls[[1]])*nrow(vls[[1]])*length(vls), " cells to be processed, may take some time... \n")
-}
-cores = 3
-clp = parallel::makeCluster(cores)
-doParallel::registerDoParallel(clp)
-on.exit(stopCluster(clp))
-t = foreach (cl = (1+w):(dim(vls[[1]])[2]+w), .combine="rbind", .packages="foreach") %dopar% {
-foreach (rw = (1+w):(dim(vls[[1]])[1]+w), .combine="rbind") %dopar% {
-if( length(!which(!trastersm[[1]][c(rw-w):c(rw+w),c(cl-w):c(cl+w)]%in%NA)) < window^2-((window^2)*na.tolerance) ) {
-# raoqe[rw-w,cl-w] <- NA
-return(data.frame(row=rw-w, col=cl-w, value=NA))
-} else {
-tw<-lapply(trastersm, function(x) { x[(rw-w):(rw+w),(cl-w):(cl+w)]
-})
-#
-## Vectorize the matrices in the list and calculate
-#Among matrix pairwase distances
-lv <- lapply(tw, function(x) {as.vector(t(x))})
-vcomb <- combn(length(lv[[1]]),2)
-vout <- c()
-for(p in 1:ncol(vcomb) ) {
-lpair <- lapply(lv, function(chi) {
-c(chi[vcomb[1,p]],chi[vcomb[2,p]])
-})
-vout[p] <- distancef(lpair)
-}
-# raoqe[rw-w,cl-w] <- sum(rep(vout,2) * (1/(window)^4),na.rm=TRUE)
-return(data.frame(row=rw-w, col=cl-w, value=sum(rep(vout,2) * (1/(window)^4),na.rm=TRUE)))
-}
-}
-# do.call("rbind", lapply((1+w):(dim(vls[[1]])[1]+w), function(rw){
-#   if( length(!which(!trastersm[[1]][c(rw-w):c(rw+w),c(cl-w):c(cl+w)]%in%NA)) < window^2-((window^2)*na.tolerance) ) {
-#     # raoqe[rw-w,cl-w] <- NA
-#     return(data.frame(row=rw-w, col=cl-w, value=NA))
-#   } else {
-#     tw<-lapply(trastersm, function(x) { x[(rw-w):(rw+w),(cl-w):(cl+w)]
-#     })
-#     #
-#     ## Vectorize the matrices in the list and calculate
-#     #Among matrix pairwase distances
-#     lv <- lapply(tw, function(x) {as.vector(t(x))})
-#     vcomb <- combn(length(lv[[1]]),2)
-#     vout <- c()
-#     for(p in 1:ncol(vcomb) ) {
-#       lpair <- lapply(lv, function(chi) {
-#         c(chi[vcomb[1,p]],chi[vcomb[2,p]])
-#       })
-#       vout[p] <- distancef(lpair)
-#     }
-#     # raoqe[rw-w,cl-w] <- sum(rep(vout,2) * (1/(window)^4),na.rm=TRUE)
-#     return(data.frame(row=rw-w, col=cl-w, value=sum(rep(vout,2) * (1/(window)^4),na.rm=TRUE)))
-#   }
-# }))
-# progress(value=cl, max.value=dim(rasterm)[2]+w, progress.bar = FALSE)
-}
-raoqe<-matrix(rep(NA,dim(rasterm)[1]*dim(rasterm)[2]),nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
 for(i in seq(nrow(t))){
 raoqe[t[i,"row"], t[i,"col"]] = t[i,"value"]
 }
@@ -510,3 +104,409 @@ simplify=3)
 raor = setValues(r[[1]], raomatrix[[1]])
 names(raor) = plotid
 raor
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+if(length(showConnections()) == 0){
+cores = 3
+cl = parallel::makeCluster(cores)
+doParallel::registerDoParallel(cl)
+}
+hd_files = list.files(path_hyp_aio, recursive = FALSE, full.names = TRUE)
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+pb = shapefile(paste0(path_plots, "BPolygon.shp"))
+dir.create(paste0(path_hyp_nrm), showWarnings = FALSE)
+f = hd_files[[1]]
+r = readRDS(f)
+r
+plot(r)
+m = mnf(as(r, "SpatialGridDataFrame"), use = "complete.obs")
+m$values
+length(m$values)
+mi = as.matrix(m$x@data) %*% solve(m$rotation)
+tmp = r[[1]]
+mir = stack(lapply(seq(ncol(mi)), function(i){
+setValues(tmp, mi[, i])
+}))
+mir
+plot(mir, 108)
+plot(r, 108)
+plot(r[[108]]/mir[[108]])
+(r[[108]]/mir[[108]])
+f = hd_files[[7]]
+r = readRDS(f)
+m = mnf(as(r, "SpatialGridDataFrame"), use = "complete.obs")
+m$values
+# thv = 1-m$values
+# set_mean = which(thv < -0.10)
+use = seq(2, length(m$values))
+mi = as.matrix(m$x@data) %*% solve(m$rotation)
+tmp = r[[1]]
+mir = stack(lapply(seq(ncol(mi)), function(i){
+setValues(tmp, mi[, i])
+}))
+r[[108]]/mir[[108]]
+f = hd_files[[1]]
+r = readRDS(f)
+m = mnf(as(r, "SpatialGridDataFrame"), use = "complete.obs")
+m$values
+# thv = 1-m$values
+# set_mean = which(thv < -0.10)
+use = seq(9, length(m$values))
+mi = as.matrix(m$x@data) %*% solve(m$rotation)
+tmp = r[[1]]
+mir = stack(lapply(seq(ncol(mi)), function(i){
+setValues(tmp, mi[, i])
+}))
+r[[108]]/mir[[108]]
+plot(mir[[108]])
+mi = as.matrix(m$x@data[, use]) %*% solve(m$rotation[, use])
+mi = as.matrix(m$x@data[, use]) %*% solve(m$rotation[use, ])
+str(m$x@data)
+dim(m$x@data)
+dim(m$rotation)
+mi = as.matrix(m$x@data[, use]) %*% solve(m$rotation)[use, ]
+tmp = r[[1]]
+mir = stack(lapply(seq(ncol(mi)), function(i){
+setValues(tmp, mi[, i])
+}))
+r[[108]]/mir[[108]]
+plot(mir[[108]])
+# thv = 1-m$values
+# set_mean = which(thv < -0.10)
+use = seq(2, length(m$values))
+mi = as.matrix(m$x@data[, use]) %*% solve(m$rotation)[use, ]
+tmp = r[[1]]
+mir = stack(lapply(seq(ncol(mi)), function(i){
+setValues(tmp, mi[, i])
+}))
+r[[108]]/mir[[108]]
+plot(mir[[108]])
+mi = as.matrix(m$x@data[, use]) %*% solve(m$rotation)[, use]
+dim(solve(m$rotation))
+mi = as.matrix(m$x@data[, use]) %*% solve(m$rotation)[, use]
+# thv = 1-m$values
+# set_mean = which(thv < -0.10)
+use = seq(2, length(m$values))
+mi = as.matrix(m$x@data[, use]) %*% solve(m$rotation)[, use]
+mi = as.matrix(m$x@data[, use]) %*% solve(m$rotation)[use, ]
+r = readRDS(f)
+m = mnf(as(r, "SpatialGridDataFrame"), use = "complete.obs")
+# thv = 1-m$values
+# set_mean = which(thv < -0.10)
+use = seq(2, length(m$values))
+mi = as.matrix(m$x@data[, use]) %*% solve(m$rotation)[use, ]
+tmp = r[[1]]
+mir = stack(lapply(seq(ncol(mi)), function(i){
+setValues(tmp, mi[, i])
+}))
+r[[108]]/mir[[108]]
+plot(mir[[108]])
+plot(r[[108]]/mir[[108]])
+plot(r[[108]])
+plot(r[[60]])
+plot(r[[30]])
+plot(r[[70]])
+plot(r[[100]])
+# thv = 1-m$values
+# set_mean = which(thv < -0.10)
+use = seq(2, length(m$values))
+mi = as.matrix(m$x@data[, use]) %*% solve(m$rotation)[use, ]
+tmp = r[[1]]
+mir = stack(lapply(seq(ncol(mi)), function(i){
+setValues(tmp, mi[, i])
+}))
+r[[108]]/mir[[108]]
+plot(r[[100]])
+plot(mir[[100]])
+plot(r[[100]])
+plot(mir[[100]])
+r = readRDS(f)
+m = mnf(as(r, "SpatialGridDataFrame"), use = "complete.obs")
+# thv = 1-m$values
+# set_mean = which(thv < -0.10)
+use = seq(2, length(m$values))
+mi = as.matrix(m$x@data[, use]) %*% solve(m$rotation)[use, ]
+tmp = r[[1]]
+mir = stack(lapply(seq(ncol(mi)), function(i){
+setValues(tmp, mi[, i])
+}))
+plot(r[[100]])
+plot(mir[[100]])
+plot(r[[108]])
+plot(mir[[108]])
+plot(r[[100]])
+plot(mir[[100]])
+r[[100]]/mir[[100]]
+# thv = 1-m$values
+# set_mean = which(thv < -0.10)
+use = seq(2, length(m$values))
+mi = as.matrix(m$x@data)[, use] %*% solve(m$rotation)[use, ]
+tmp = r[[1]]
+mir = stack(lapply(seq(ncol(mi)), function(i){
+setValues(tmp, mi[, i])
+}))
+r[[100]]/mir[[100]]
+plot(r[[100]])
+plot(mir[[100]])
+r = readRDS(f)
+m = mnf(as(r, "SpatialGridDataFrame"), use = "complete.obs")
+# thv = 1-m$values
+# set_mean = which(thv < -0.10)
+use = seq(2, length(m$values))
+mi = as.matrix(m$x@data[, use]) %*% solve(m$rotation)[use, ]
+tmp = r[[1]]
+mir = stack(lapply(seq(ncol(mi)), function(i){
+setValues(tmp, mi[, i])
+}))
+r[[100]]/mir[[100]]
+r[[108]]/mir[[108]]
+plot(r[[100]])
+plot(r[[108]])
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+if(length(showConnections()) == 0){
+cores = 3
+cl = parallel::makeCluster(cores)
+doParallel::registerDoParallel(cl)
+}
+hd_files = list.files(path_hyp_aio, recursive = FALSE, full.names = TRUE)
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+dir.create(paste0(path_hyp_dividcs), showWarnings = FALSE)
+hd_files = list.files(path_hyp_aio, recursive = FALSE, full.names = TRUE)
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+dir.create(paste0(path_hyp_dividcs), showWarnings = FALSE)
+i = 1
+plotid = substr(basename(hd_files[[i]]), 1, 4)
+r = readRDS(hd_files[[i]])
+r
+# ra = aggregate(r, fact=2, fun=mean)
+raomatrix <- spectralrao(as.list(r),
+mode="multidimension",
+distance_m="euclidean",
+window=3,
+shannon=FALSE,
+debugging=TRUE,
+simplify=3)
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+# ra = aggregate(r, fact=2, fun=mean)
+raomatrix <- spectralrao(as.list(r),
+mode="multidimension",
+distance_m="euclidean",
+window=3,
+shannon=FALSE,
+debugging=TRUE,
+simplify=3)
+filepath_source
+filepath_source = paste0(filepath_base, "HySpec_KiLi/src/001_functions.R")
+# ra = aggregate(r, fact=2, fun=mean)
+raomatrix <- spectralrao(as.list(r),
+mode="multidimension",
+distance_m="euclidean",
+window=3,
+shannon=FALSE,
+debugging=TRUE,
+simplify=3)
+source(filepath_source)
+# ra = aggregate(r, fact=2, fun=mean)
+raomatrix <- spectralrao(as.list(r),
+mode="multidimension",
+distance_m="euclidean",
+window=3,
+shannon=FALSE,
+debugging=TRUE,
+simplify=3)
+raomatrix
+stopCluster(cl)
+# ra = aggregate(r, fact=2, fun=mean)
+raomatrix <- spectralrao(as.list(r),
+mode="multidimension",
+distance_m="euclidean",
+window=3,
+shannon=FALSE,
+debugging=TRUE,
+simplify=3)
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+if(length(showConnections()) == 0){
+cores = 3
+cl = parallel::makeCluster(cores)
+doParallel::registerDoParallel(cl)
+}
+hd_files = list.files(path_hyp_aio, recursive = FALSE, full.names = TRUE)
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+dir.create(paste0(path_hyp_dividcs), showWarnings = FALSE)
+i = 1
+plotid = substr(basename(hd_files[[i]]), 1, 4)
+r = readRDS(hd_files[[i]])
+# ra = aggregate(r, fact=2, fun=mean)
+raomatrix <- spectralrao(as.list(r),
+mode="multidimension",
+distance_m="euclidean",
+window=3,
+shannon=FALSE,
+debugging=TRUE,
+simplify=3)
+head(raomatrix)
+raor = setValues(r[[1]], raomatrix[[1]])
+raor
+plotid
+names(raor) = paste0(plotid, "raoq")
+raor
+plot(raor)
+saveRDS(raor, file = paste0(path_hyp_dividcs,
+substr(basename(hd_files[[i]]), 1, 4),
+"_raoq_", window, ".rds"))
+# Compute Rao's Q on original band values
+window = 3
+paste0(path_hyp_dividcs,
+substr(basename(hd_files[[i]]), 1, 4),
+"_raoq_", window, ".rds")
+saveRDS(raor, file = paste0(path_hyp_dividcs,
+substr(basename(hd_files[[i]]), 1, 4),
+"_raoq_", window, ".rds"))
+# Compute Rao's Q on original band values
+windows = c(3, 10)
+# Compute Rao's Q on original band values
+hd_files = list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE)
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+# Compute Rao's Q on original band values
+hd_files = list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE)
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+# Compute Rao's Q on vegetation indices
+hd_files = list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE)
+# Compute Rao's Q on individual vegetation indices
+hd_files = list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE)
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+i = 1
+plotid = substr(basename(hd_files[[i]]), 1, 4)
+r = readRDS(hd_files[[i]])
+raomatrix <- spectralrao(as.list(r),
+mode="multidimension",
+distance_m="euclidean",
+window=w,
+shannon=FALSE,
+debugging=TRUE,
+simplify=3)
+w = 3
+raomatrix <- spectralrao(as.list(r),
+mode="multidimension",
+distance_m="euclidean",
+window=w,
+shannon=FALSE,
+debugging=TRUE,
+simplify=3)
+plotid = substr(basename(hd_files[[i]]), 1, 4)
+r = readRDS(hd_files[[i]])
+raomatrix <- spectralrao(as.list(r),
+mode="multidimension",
+distance_m="euclidean",
+window=w,
+shannon=FALSE,
+debugging=TRUE,
+simplify=3)
+r
+raomatrix <- spectralrao(as.list(r),
+mode="multidimension",
+distance_m="euclidean",
+window=w,
+shannon=FALSE,
+debugging=TRUE,
+simplify=3)
+hd_files
+plotid = substr(basename(hd_files[[i]]), 1, 4)
+plotid
+r = readRDS(hd_files[[i]])
+raomatrix <- spectralrao(as.list(r),
+mode="multidimension",
+distance_m="euclidean",
+window=w,
+shannon=FALSE,
+debugging=TRUE,
+simplify=3)
+# Compute Rao's Q on original band values
+hd_files = list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE)
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+plotid = substr(basename(hd_files[[i]]), 1, 4)
+r = readRDS(hd_files[[i]])
+raomatrix <- spectralrao(as.list(r),
+mode="multidimension",
+distance_m="euclidean",
+window=w,
+shannon=FALSE,
+debugging=TRUE,
+simplify=3)
+# Compute Rao's Q on individual vegetation indices
+hd_files = list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE)
+plotid = substr(basename(hd_files[[i]]), 1, 4)
+r = readRDS(hd_files[[i]])
+raomatrix <- spectralrao(as.list(r),
+mode="multidimension",
+distance_m="euclidean",
+window=w,
+shannon=FALSE,
+debugging=TRUE,
+simplify=3)
+plot(r)
+# Compute Rao's Q on original band and vegetation indices values
+hd_files = list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE)
+# Compute Rao's Q on original band and vegetation indices values
+hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE),
+list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
+hd_files
+i = 1
+basename(hd_files[[i]])
+filename = basename(hd_files[[i]])
+substr(filename, 1, nchar(filename)-4)
+productid = substr(filename, 1, nchar(filename)-4)
+productid
+productid = paste0(substr(filename, 1, nchar(filename)-4), "_raoq")
+paste0(path_hyp_dividcs,
+productid, "_", w, ".rds"))
+paste0(path_hyp_dividcs,
+productid, "_", w, ".rds")
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+paste0(path_hyp_dividcs,
+productid, "_", w, ".rds")
+path_hyp_dividcs
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+path_hyp_dividcs
+paste0(path_hyp_raoq,
+productid, "_", w, ".rds")
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+hd_files = list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE)
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+dir.create(paste0(path_hyp_vegidcs), showWarnings = FALSE)
+vis =  c("CARI",
+"Carter", "Carter2", "Carter3", "Carter4", "Carter5", "Carter6",
+"CI", "CI2", "ClAInt",
+"CRI1", "CRI2", "CRI3", "CRI4",
+"Datt", "Datt2", "Datt4", "Datt5", "Datt6",
+"DD", "DDn", "DWSI4",
+"EVI", "GDVI_2", "GDVI_3", "GDVI_4", "GI", "Gitelson", "Gitelson2",
+"GMI1", "GMI2", "GreenNDVI", "Maccioni",
+"MCARI", "MCARI/OSAVI", "MCARI2", "MCARI2/OSAVI2",
+"mND705", "mNDVI", "MPRI", "MSAVI", "mSR", "mSR2", "mSR705",
+"MTCI", "MTVI", "NDVI", "NDVI2", "NDVI3", "NPCI",
+"OSAVI", "OSAVI2", "PARS", "PRI", "PRI*CI2", "PRI_norm", "PSND",
+"PSRI", "PSSR", "PWI", "RDVI", "REP_Li", "SAVI", "SIPI", "SPVI",
+"SR", "SR1", "SR2", "SR3", "SR4", "SR5", "SR6", "SR7", "SR8",
+"SRPI", "TCARI", "TCARI/OSAVI", "TCARI2", "TCARI2/OSAVI2",
+"TGI", "TVI", "Vogelmann", "Vogelmann2", "Vogelmann4")
+i = 1
+plotid = substr(basename(hd_files[[i]]), 1, 4)
+m = h_meta[[2]][[h_meta[[1]]$list[grep(plotid, h_meta[[1]]$plotID)]]]
+r = hsdar::speclib(brick(readRDS(hd_files[[i]])),
+wavelength = m$wavelength,
+fwhm = m$fwhm,
+continuousdata = "auto")
+v = vegindex(r, index = vis)
+vr = v@spectra@spectra_ra
+names(vr) = vis
+vr
+?raster
+inMemory(vr)
+?readAll
+vr = readAll(v@spectra@spectra_ra)
+names(vr) = vis
+vr
+saveRDS(vr, file = paste0(path_hyp_vegidcs, plotid, "_vegidcs.rds"))
+test = readRDS(file = paste0(path_hyp_vegidcs, plotid, "_vegidcs.rds"))
+test
+plot(test)
diff --git a/src/000_set_environment.R b/src/000_set_environment.R
index 5fcf15a..bf85094 100644
--- a/src/000_set_environment.R
+++ b/src/000_set_environment.R
@@ -13,7 +13,7 @@ path_hyp_org = paste0(path_data, "/020_hypspec_org/")
 path_hyp_aio = paste0(path_data, "/025_hypspec_aio/")
 path_hyp_nrm = paste0(path_data, "/030_hypspec_nrm/")
 path_hyp_vegidcs = paste0(path_data, "/040_hypspec_vegidcs/")
-path_hyp_dividcs = paste0(path_data, "/050_hypspec_dividcs/")
+path_hyp_raoq = paste0(path_data, "/050_hypspec_raoq/")
 
 path_plots = paste0(path_data, "/plots/")
 path_rdata = paste0(path_data, "/rdata/")
@@ -50,11 +50,12 @@ library(spacetime)
 # library(yaml)
 
 # Other settings ---------------------------------------------------------------
+source(filepath_source)
+
 rasterOptions(tmpdir = path_temp)
 
 saga_cmd = "C:/OSGeo4W64/apps/saga/saga_cmd.exe "
 # initOTB("C:/OSGeo4W64/bin/")
 initOTB("C:/OSGeo4W64/OTB-5.8.0-win64/OTB-5.8.0-win64/bin/")
 
-source(filepath_source)
 
diff --git a/src/001_functions.R b/src/001_functions.R
index a85238d..7e46a43 100644
--- a/src/001_functions.R
+++ b/src/001_functions.R
@@ -1,17 +1,17 @@
 # Visually check data
 visCheck = function(datapath, polygonfile, band = 109){
   ds = list.files(datapath, full.names = TRUE)
-  pb = shapefile(polygonfile)
+  spoly = shapefile(polygonfile)
   
   reproj = TRUE
   for(d in ds){
     r = readRDS(d)
     if(reproj){
-      pb = spTransform(pb, projection(r))
+      spoly = spTransform(spoly, projection(r))
       reproj = FALSE
     }
     plot(r[[band]], main = substr(basename(d), 1, 4))
-    plot(pb[grep(substr(basename(d), 1, 4), pb$PlotID),], add = TRUE)
+    plot(spoly[grep(substr(basename(d), 1, 4), spoly$PlotID),], add = TRUE)
   }
 }
 
@@ -32,8 +32,8 @@ visCheck = function(datapath, polygonfile, band = 109){
 ## where S is the number of pixel classes).
 ## -------------------------------------------------
 ## Find more info and application here: 
-## 1) https://doi.org/10.1016/j.ecolind.2016.07.039 Titel anhand dieser DOI in Citavi-Projekt übernehmen 
-## 2) https://besjournals.onlinelibrary.wiley.com/doi/10.1111/2041-210X.12941 %CITAVIPICKER£10.1111/2041-210X.12941£Titel anhand dieser DOI in Citavi-Projekt übernehmen£%
+## 1) https://doi.org/10.1016/j.ecolind.2016.07.039 Titel anhand dieser DOI in Citavi-Projekt ?bernehmen 
+## 2) https://besjournals.onlinelibrary.wiley.com/doi/10.1111/2041-210X.12941 %CITAVIPICKER?10.1111/2041-210X.12941?Titel anhand dieser DOI in Citavi-Projekt ?bernehmen?%
 #####################################################
 # Function
 spectralrao <- function(input, distance_m="euclidean", p=NULL, window=9, mode="classic", lambda=0, shannon=FALSE, rescale=FALSE, na.tolerance=0.0, simplify=3, nc.cores=1, cluster.type="MPI", debugging=FALSE, ...)
@@ -422,7 +422,7 @@ spectralrao <- function(input, distance_m="euclidean", p=NULL, window=9, mode="c
     }
     
     
-    cores = 3
+    cores = 2
     clp = parallel::makeCluster(cores)
     doParallel::registerDoParallel(clp)
     on.exit(stopCluster(clp))
diff --git a/src/030_noise_removal.R b/src/030_noise_removal.R
index 9538383..0e35f78 100644
--- a/src/030_noise_removal.R
+++ b/src/030_noise_removal.R
@@ -16,16 +16,14 @@ dir.create(paste0(path_hyp_nrm), showWarnings = FALSE)
 
 # for(f in hd_files){
 #  r = readRDS(f)
-#  
+# 
 #  m = mnf(as(r, "SpatialGridDataFrame"), use = "complete.obs")
+# 
+#  # thv = 1-m$values
+#  # set_mean = which(thv < -0.10)
+#  use = seq(2, length(m$values))
+#  mi = as.matrix(m$x@data[, use]) %*% solve(m$rotation)[use, ]
 #  
-#  thv = 1-m$values
-#  set_mean = which(thv < -0.10)
-#  
-#  for(i in use){
-#    m$x@data[,i] = mean(m$x@data[,i], na.rm = TRUE)
-#  }
-#  mi = as.matrix(m$x@data) %*% solve(m$rotation)
 #  tmp = r[[1]]
 #  mir = stack(lapply(seq(ncol(mi)), function(i){
 #    setValues(tmp, mi[, i])
@@ -34,6 +32,7 @@ dir.create(paste0(path_hyp_nrm), showWarnings = FALSE)
 #  saveRDS(mir, file = paste0(path_hyp_nrm, substr(basename(f), 1, 4), "_mnfi.rds"))
 # }
 
+
 log = foreach (i = seq(length(hd_files)), .packages = c("raster", "RStoolbox")) %dopar% {
   f = hd_files[i]
   plotid = substr(basename(f), 1, 4)
diff --git a/src/040_vegIndices.R b/src/040_vegIndices.R
index 486d48f..9c88bb7 100644
--- a/src/040_vegIndices.R
+++ b/src/040_vegIndices.R
@@ -37,7 +37,7 @@ foreach(i = seq(length(hd_files)), .packages = c("hsdar", "raster")) %do% {
               fwhm = m$fwhm, 
               continuousdata = "auto")
   v = vegindex(r, index = vis)
-  vr = v@spectra@spectra_ra
+  vr = readAll(v@spectra@spectra_ra)
   names(vr) = vis
   saveRDS(vr, file = paste0(path_hyp_vegidcs, plotid, "_vegidcs.rds"))
 }
diff --git a/src/050_divIndices.R b/src/050_divIndices.R
index d651535..061bb5d 100644
--- a/src/050_divIndices.R
+++ b/src/050_divIndices.R
@@ -2,32 +2,39 @@
 
 source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
 if(length(showConnections()) == 0){
-  cores = 3
+  cores = 2
   cl = parallel::makeCluster(cores)
   doParallel::registerDoParallel(cl)
 }
 
-hd_files = list.files(path_hyp_aio, recursive = FALSE, full.names = TRUE)
-h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+dir.create(paste0(path_hyp_raoq), showWarnings = FALSE)
+windows = c(3, 10)
+
 
-dir.create(paste0(path_hyp_dividcs), showWarnings = FALSE)
+# Compute Rao's Q on original band and vegetation indices values
+hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE), 
+             list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
+
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
 
 foreach(i = seq(length(hd_files))) %dopar% {
-  plotid = substr(basename(hd_files[[i]]), 1, 4)
+  productid = paste0(substr(filename, 1, nchar(filename)-4), "_raoq")
   r = readRDS(hd_files[[i]])
   # ra = aggregate(r, fact=2, fun=mean)
-  raomatrix <- spectralrao(as.list(r), 
-                           mode="multidimension", 
-                           distance_m="euclidean", 
-                           window=3, 
+  for(w in windows){
+    raomatrix <- spectralrao(as.list(r), 
+                             mode="multidimension", 
+                             distance_m="euclidean", 
+                             window=w, 
                            shannon=FALSE, 
-                           debugging=TRUE, 
-                           simplify=3)
-  raor = setValues(r[[1]], raomatrix[[1]])k,
-  names(raor) = plotid
-  saveRDS(raor, file = paste0(path_hyp_dividcs, 
-                            substr(basename(hd_files[[i]]), 1, 4), 
-                            "_dividcs.rds"))
+                             debugging=TRUE, 
+                             simplify=3)
+    raor = setValues(r[[1]], raomatrix[[1]])
+    names(raor) = productid
+    saveRDS(raor, file = paste0(path_hyp_raoq, 
+                                productid, "_", w, ".rds"))
+  }
 } 
 
+
 stopCluster(cl)
diff --git a/src/src.Rproj b/src/src.Rproj
new file mode 100644
index 0000000..8e3c2eb
--- /dev/null
+++ b/src/src.Rproj
@@ -0,0 +1,13 @@
+Version: 1.0
+
+RestoreWorkspace: Default
+SaveWorkspace: Default
+AlwaysSaveHistory: Default
+
+EnableCodeIndexing: Yes
+UseSpacesForTab: Yes
+NumSpacesForTab: 2
+Encoding: UTF-8
+
+RnwWeave: Sweave
+LaTeX: pdfLaTeX

From ae031f1ee28a3ba07fee8e188db5fa0fdb5de0b5 Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Wed, 10 Oct 2018 09:58:36 +0200
Subject: [PATCH 11/65] Update

---
 src/.Rhistory             | 424 +++++++++++++++++++-------------------
 src/000_set_environment.R |   2 +-
 src/040_vegIndices.R      |  15 +-
 src/050_divIndices.R      |  15 +-
 4 files changed, 238 insertions(+), 218 deletions(-)

diff --git a/src/.Rhistory b/src/.Rhistory
index a77879f..423a9f0 100644
--- a/src/.Rhistory
+++ b/src/.Rhistory
@@ -1,215 +1,3 @@
-for(i in seq(nrow(t))){
-raoqe[t[i,"row"], t[i,"col"]] = t[i,"value"]
-}
-if(exists("pb")) {
-close(pb)
-}
-} else{
-message("Something went wrong when trying to calculate Rao's indiex.")
-}  # end of multimensional RaoQ
-message("\nCalculation of Multidimensional Rao's index complete.\n")
-#----------------------------------------------------#
-#
-## Shannon
-#
-if( shannon==T ) {
-message("\nStarting Shannon-Wiener index calculation:\n")
-# Reshape values
-values<-as.numeric(as.factor(rasterm))
-rasterm_1<-matrix(data=values,nrow=dim(rasterm)[1],ncol=dim(rasterm)[2])
-#
-## Add "fake" columns and rows for moving window
-#
-hor<-matrix(NA,ncol=dim(rasterm)[2],nrow=w)
-ver<-matrix(NA,ncol=w,nrow=dim(rasterm)[1]+w*2)
-trasterm<-cbind(ver,rbind(hor,rasterm_1,hor),ver)
-#
-## Loop over all the pixels
-#
-for (cl in (1+w):(dim(rasterm)[2]+w)) {
-for(rw in (1+w):(dim(rasterm)[1]+w)) {
-if( length(!which(!trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]%in%NA)) < window^2-((window^2)*na.tolerance) ) {
-shannond[rw-w,cl-w]<-NA
-} else {
-tw<-summary(as.factor(trasterm[c(rw-w):c(rw+w),c(cl-w):c(cl+w)]))
-if( "NA's"%in%names(tw) ) {
-tw<-tw[-length(tw)]
-}
-tw[tw>1]<-1
-tw_values<-as.vector(tw)
-p<-tw_values/length(tw_values)
-p_log<-log(p)
-shannond[rw-w,cl-w]<-(-(sum(p*p_log)))
-}
-}
-svMisc::progress(value=cl, max.value=(c((dim(rasterm)[2]+w)+(dim(rasterm)[1]+w))/2), progress.bar = FALSE)
-}
-message(("\nCalculation of Shannon's index is also complete!\n"))
-} # End ShannonD
-#----------------------------------------------------#
-#
-## Return multiple outputs
-#
-if(debugging){
-message( "#check: return function." )
-}
-if( shannon ) {
-if( nc.cores>1 ) {
-outl<-list(do.call(cbind,raop),shannond)
-names(outl)<-c("Rao","Shannon")
-return(outl)
-} else if( nc.cores==1 ){
-outl<-list(raoqe,shannond)
-names(outl)<-c("Rao","Shannon")
-return(outl)
-}
-} else if( !shannon & mode=="classic" ) {
-if( isfloat & nc.cores>1 ) {
-#return(raop)
-return(do.call(cbind,raop)/mfactor)
-if(debugging){
-message("#check: return function - classic.")
-}
-} else if( !isfloat & nc.cores>1 ) {
-outl<-list(do.call(cbind,raop))
-names(outl)<-c("Rao")
-return(outl)
-} else if( sfloat & nc.cores==1 ) {
-outl<-list(raoqe/mfactor)
-names(outl)<-c("Rao")
-return(outl)
-} else if( !isfloat & nc.cores==1 ) {
-outl<-list(raoqe)
-names(outl)<-c("Rao")
-return(outl)
-} else if( !isfloat & nc.cores>1 ) {
-outl<-list(do.call(cbind,raoqe))
-names(outl)<-c("Rao")
-return(outl)
-}
-} else if( !shannon & mode=="multidimension" ) {
-outl<-list(raoqe)
-names(outl)<-c("Multidimension_Rao")
-return(outl)
-}
-}
-# ra = aggregate(r, fact=2, fun=mean)
-raomatrix <- spectralrao(as.list(r),
-mode="multidimension",
-distance_m="euclidean",
-window=3,
-shannon=FALSE,
-debugging=TRUE,
-simplify=3)
-raor = setValues(r[[1]], raomatrix[[1]])
-names(raor) = plotid
-raor
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-if(length(showConnections()) == 0){
-cores = 3
-cl = parallel::makeCluster(cores)
-doParallel::registerDoParallel(cl)
-}
-hd_files = list.files(path_hyp_aio, recursive = FALSE, full.names = TRUE)
-h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
-pb = shapefile(paste0(path_plots, "BPolygon.shp"))
-dir.create(paste0(path_hyp_nrm), showWarnings = FALSE)
-f = hd_files[[1]]
-r = readRDS(f)
-r
-plot(r)
-m = mnf(as(r, "SpatialGridDataFrame"), use = "complete.obs")
-m$values
-length(m$values)
-mi = as.matrix(m$x@data) %*% solve(m$rotation)
-tmp = r[[1]]
-mir = stack(lapply(seq(ncol(mi)), function(i){
-setValues(tmp, mi[, i])
-}))
-mir
-plot(mir, 108)
-plot(r, 108)
-plot(r[[108]]/mir[[108]])
-(r[[108]]/mir[[108]])
-f = hd_files[[7]]
-r = readRDS(f)
-m = mnf(as(r, "SpatialGridDataFrame"), use = "complete.obs")
-m$values
-# thv = 1-m$values
-# set_mean = which(thv < -0.10)
-use = seq(2, length(m$values))
-mi = as.matrix(m$x@data) %*% solve(m$rotation)
-tmp = r[[1]]
-mir = stack(lapply(seq(ncol(mi)), function(i){
-setValues(tmp, mi[, i])
-}))
-r[[108]]/mir[[108]]
-f = hd_files[[1]]
-r = readRDS(f)
-m = mnf(as(r, "SpatialGridDataFrame"), use = "complete.obs")
-m$values
-# thv = 1-m$values
-# set_mean = which(thv < -0.10)
-use = seq(9, length(m$values))
-mi = as.matrix(m$x@data) %*% solve(m$rotation)
-tmp = r[[1]]
-mir = stack(lapply(seq(ncol(mi)), function(i){
-setValues(tmp, mi[, i])
-}))
-r[[108]]/mir[[108]]
-plot(mir[[108]])
-mi = as.matrix(m$x@data[, use]) %*% solve(m$rotation[, use])
-mi = as.matrix(m$x@data[, use]) %*% solve(m$rotation[use, ])
-str(m$x@data)
-dim(m$x@data)
-dim(m$rotation)
-mi = as.matrix(m$x@data[, use]) %*% solve(m$rotation)[use, ]
-tmp = r[[1]]
-mir = stack(lapply(seq(ncol(mi)), function(i){
-setValues(tmp, mi[, i])
-}))
-r[[108]]/mir[[108]]
-plot(mir[[108]])
-# thv = 1-m$values
-# set_mean = which(thv < -0.10)
-use = seq(2, length(m$values))
-mi = as.matrix(m$x@data[, use]) %*% solve(m$rotation)[use, ]
-tmp = r[[1]]
-mir = stack(lapply(seq(ncol(mi)), function(i){
-setValues(tmp, mi[, i])
-}))
-r[[108]]/mir[[108]]
-plot(mir[[108]])
-mi = as.matrix(m$x@data[, use]) %*% solve(m$rotation)[, use]
-dim(solve(m$rotation))
-mi = as.matrix(m$x@data[, use]) %*% solve(m$rotation)[, use]
-# thv = 1-m$values
-# set_mean = which(thv < -0.10)
-use = seq(2, length(m$values))
-mi = as.matrix(m$x@data[, use]) %*% solve(m$rotation)[, use]
-mi = as.matrix(m$x@data[, use]) %*% solve(m$rotation)[use, ]
-r = readRDS(f)
-m = mnf(as(r, "SpatialGridDataFrame"), use = "complete.obs")
-# thv = 1-m$values
-# set_mean = which(thv < -0.10)
-use = seq(2, length(m$values))
-mi = as.matrix(m$x@data[, use]) %*% solve(m$rotation)[use, ]
-tmp = r[[1]]
-mir = stack(lapply(seq(ncol(mi)), function(i){
-setValues(tmp, mi[, i])
-}))
-r[[108]]/mir[[108]]
-plot(mir[[108]])
-plot(r[[108]]/mir[[108]])
-plot(r[[108]])
-plot(r[[60]])
-plot(r[[30]])
-plot(r[[70]])
-plot(r[[100]])
-# thv = 1-m$values
-# set_mean = which(thv < -0.10)
-use = seq(2, length(m$values))
-mi = as.matrix(m$x@data[, use]) %*% solve(m$rotation)[use, ]
 tmp = r[[1]]
 mir = stack(lapply(seq(ncol(mi)), function(i){
 setValues(tmp, mi[, i])
@@ -510,3 +298,215 @@ saveRDS(vr, file = paste0(path_hyp_vegidcs, plotid, "_vegidcs.rds"))
 test = readRDS(file = paste0(path_hyp_vegidcs, plotid, "_vegidcs.rds"))
 test
 plot(test)
+# Compute vegetation indicies
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+if(length(showConnections()) == 0){
+cores = 3
+cl = parallel::makeCluster(cores)
+doParallel::registerDoParallel(cl)
+}
+hd_files = list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE)
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+dir.create(paste0(path_hyp_vegidcs), showWarnings = FALSE)
+vis =  c("CARI",
+"Carter", "Carter2", "Carter3", "Carter4", "Carter5", "Carter6",
+"CI", "CI2", "ClAInt",
+"CRI1", "CRI2", "CRI3", "CRI4",
+"Datt", "Datt2", "Datt4", "Datt5", "Datt6",
+"DD", "DDn", "DWSI4",
+"EVI", "GDVI_2", "GDVI_3", "GDVI_4", "GI", "Gitelson", "Gitelson2",
+"GMI1", "GMI2", "GreenNDVI", "Maccioni",
+"MCARI", "MCARI/OSAVI", "MCARI2", "MCARI2/OSAVI2",
+"mND705", "mNDVI", "MPRI", "MSAVI", "mSR", "mSR2", "mSR705",
+"MTCI", "MTVI", "NDVI", "NDVI2", "NDVI3", "NPCI",
+"OSAVI", "OSAVI2", "PARS", "PRI", "PRI*CI2", "PRI_norm", "PSND",
+"PSRI", "PSSR", "PWI", "RDVI", "REP_Li", "SAVI", "SIPI", "SPVI",
+"SR", "SR1", "SR2", "SR3", "SR4", "SR5", "SR6", "SR7", "SR8",
+"SRPI", "TCARI", "TCARI/OSAVI", "TCARI2", "TCARI2/OSAVI2",
+"TGI", "TVI", "Vogelmann", "Vogelmann2", "Vogelmann4")
+foreach(i = seq(length(hd_files)), .packages = c("hsdar", "raster")) %do% {
+plotid = substr(basename(hd_files[[i]]), 1, 4)
+m = h_meta[[2]][[h_meta[[1]]$list[grep(plotid, h_meta[[1]]$plotID)]]]
+r = hsdar::speclib(brick(readRDS(hd_files[[i]])),
+wavelength = m$wavelength,
+fwhm = m$fwhm,
+continuousdata = "auto")
+v = vegindex(r, index = vis)
+vr = readAll(v@spectra@spectra_ra)
+names(vr) = vis
+saveRDS(vr, file = paste0(path_hyp_vegidcs, plotid, "_vegidcs.rds"))
+}
+stopCluster(cl)
+# Visually check data
+visCheck(datapath = path_hyp_vegidcs, polygonfile = paste0(path_plots, "BPolygon.shp"), band = 47)
+summary(unlist(lapply(files, function(f){nlayers(readRDS(files[[1]]))})))
+path_hyp_raoq = paste0(path_data, "/060_hypspec_raoq/")
+summary(unlist(lapply(files, function(f){nlayers(readRDS(files[[1]]))})))
+files
+files = list.files(path_hyp_vegidcs, full.names = TRUE)
+summary(unlist(lapply(files, function(f){nlayers(readRDS(files[[1]]))})))
+# Compute Rao's Q on original bands
+hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE),
+list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
+hd_files
+i = 1
+productid = paste0(substr(filename, 1, nchar(filename)-4), "_raoq")
+# Compute Rao's Q on original bands
+hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE),
+list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
+filename = basename(hd_files[1])
+productid = paste0(substr(filename, 1, nchar(filename)-4), "_raoq")
+productid
+i = 100
+filename = basename(hd_files[1])
+productid = paste0(substr(filename, 1, nchar(filename)-4), "_raoq")
+productid
+i = 100
+filename = basename(hd_files[i])
+productid = paste0(substr(filename, 1, nchar(filename)-4), "_raoq")
+productid
+grep("vegidcs", filename)
+grepl("vegidcs", filename)
+r = readRDS(hd_files[[i]])
+?norm
+?scale
+r
+r = scale(r, center = TRUE, scale = TRUE)
+r
+summary(r)
+r = readRDS(hd_files[[i]])
+summary(r)
+r = readRDS(hd_files[[i]])
+r
+summary(r)
+r
+filename
+summary(vr)
+names(vr)[32]
+plot(vr[[32]])
+plot(vr[[31]])
+hd_files = list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE)
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+dir.create(paste0(path_hyp_vegidcs), showWarnings = FALSE)
+vis =  c("CARI",
+"Carter", "Carter2", "Carter3", "Carter4", "Carter5", "Carter6",
+"CI", "CI2", "ClAInt",
+"CRI1", "CRI2", "CRI3", "CRI4",
+"Datt", "Datt2", "Datt4", "Datt5", "Datt6",
+"DD", "DDn", "DWSI4",
+"EVI", "GDVI_2", "GDVI_3", "GDVI_4", "GI", "Gitelson", "Gitelson2",
+"GMI1", "GMI2", "Maccioni",
+"MCARI", "MCARI/OSAVI", "MCARI2", "MCARI2/OSAVI2",
+"mND705", "mNDVI", "MPRI", "MSAVI", "mSR", "mSR2", "mSR705",
+"MTCI", "MTVI", "NDVI", "NDVI2", "NDVI3", "NPCI",
+"OSAVI", "OSAVI2", "PARS", "PRI", "PRI*CI2", "PRI_norm", "PSND",
+"PSRI", "PSSR", "PWI", "RDVI", "REP_Li", "SAVI", "SIPI", "SPVI",
+"SR", "SR1", "SR2", "SR3", "SR4", "SR5", "SR6", "SR7", "SR8",
+"SRPI", "TCARI", "TCARI/OSAVI", "TCARI2", "TCARI2/OSAVI2",
+"TGI", "TVI", "Vogelmann", "Vogelmann2", "Vogelmann4")
+# Compute vegetation indicies
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+if(length(showConnections()) == 0){
+cores = 3
+cl = parallel::makeCluster(cores)
+doParallel::registerDoParallel(cl)
+}
+hd_files = list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE)
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+dir.create(paste0(path_hyp_vegidcs), showWarnings = FALSE)
+vis =  c("CARI",
+"Carter", "Carter2", "Carter3", "Carter4", "Carter5", "Carter6",
+"CI", "CI2", "ClAInt",
+"CRI1", "CRI2", "CRI3", "CRI4",
+"Datt", "Datt2", "Datt4", "Datt5", "Datt6",
+"DD", "DDn", "DWSI4",
+"EVI", "GDVI_2", "GDVI_3", "GDVI_4", "GI", "Gitelson", "Gitelson2",
+"GMI1", "GMI2", "Maccioni",
+"MCARI", "MCARI/OSAVI", "MCARI2", "MCARI2/OSAVI2",
+"mND705", "mNDVI", "MPRI", "MSAVI", "mSR", "mSR2", "mSR705",
+"MTCI", "MTVI", "NDVI", "NDVI2", "NDVI3", "NPCI",
+"OSAVI", "OSAVI2", "PARS", "PRI", "PRI*CI2", "PRI_norm", "PSND",
+"PSRI", "PSSR", "PWI", "RDVI", "REP_Li", "SAVI", "SIPI", "SPVI",
+"SR", "SR1", "SR2", "SR3", "SR4", "SR5", "SR6", "SR7", "SR8",
+"SRPI", "TCARI", "TCARI/OSAVI", "TCARI2", "TCARI2/OSAVI2",
+"TGI", "TVI", "Vogelmann", "Vogelmann2", "Vogelmann4")
+foreach(i = seq(length(hd_files)), .packages = c("hsdar", "raster")) %do% {
+plotid = substr(basename(hd_files[[i]]), 1, 4)
+m = h_meta[[2]][[h_meta[[1]]$list[grep(plotid, h_meta[[1]]$plotID)]]]
+r = hsdar::speclib(brick(readRDS(hd_files[[i]])),
+wavelength = m$wavelength,
+fwhm = m$fwhm,
+continuousdata = "auto")
+v = vegindex(r, index = vis)
+vr = readAll(v@spectra@spectra_ra)
+names(vr) = paste0(plotid, "_", vis)
+saveRDS(vr, file = paste0(path_hyp_vegidcs, plotid, "_vegidcs.rds"))
+}
+stopCluster(cl)
+# Visually check data
+visCheck(datapath = path_hyp_vegidcs, polygonfile = paste0(path_plots, "BPolygon.shp"), band = 47)
+files = list.files(path_hyp_vegidcs
+files = list.files(path_hyp_vegidcs, full.names = TRUE)
+f = files[[1]]
+f
+df = read(f)
+df = readRDS(f)
+df
+is.na(df)
+any(is.na(df))
+any(is.na(getValues(df)))
+(is.na(getValues(df)))
+summary(df)
+plot(df)
+is.na(getValues(df))
+sum(is.na(getValues(df)))
+nlayer(df)
+nlayers(df)
+i = 1
+sum(is.na(df[[i]]))
+df[[i]]
+sum(is.na(getValues(df[[i]])))
+nasum = lapply(nlayers(df), function(i){
+sum(is.na(getValues(df[[i]])))
+})
+summary(nasum)
+nasum
+nasum = lapply(nlayers(df), function(i){
+sum(is.na(getValues(df[[i]])))
+})
+nasum
+nlayers(df)
+nasum = lapply(seq(nlayers(df), function(i){
+sum(is.na(getValues(df[[i]])))
+})
+summary(nasum)
+})
+nasum = lapply(seq(nlayers(df)), function(i){
+sum(is.na(getValues(df[[i]])))
+})
+summary(nasum)
+nasum
+unlist(nasum)
+min(unlist(nasum)) == max(unlist(nasum))
+nacheck = do.call("rbind", lapply(files, function(f){
+df = readRDS(f)
+nasum = lapply(seq(nlayers(df)), function(i){
+sum(is.na(getValues(df[[i]])))
+})
+return(data.frame(f = basename(f), nacheck = min(unlist(nasum)) == max(unlist(nasum))))
+}))
+nacheck
+f = files[[47]]
+f
+df = readRDS(f)
+plot(df[[1]])
+plot(df[[2]])
+nasum = lapply(seq(nlayers(df)), function(i){
+sum(is.na(getValues(df[[i]])))
+})
+nasum
+nasum
+min(unlist(nasum))
+max(unlist(nasum))
+unlist(nasum)
+f
diff --git a/src/000_set_environment.R b/src/000_set_environment.R
index bf85094..b587084 100644
--- a/src/000_set_environment.R
+++ b/src/000_set_environment.R
@@ -13,7 +13,7 @@ path_hyp_org = paste0(path_data, "/020_hypspec_org/")
 path_hyp_aio = paste0(path_data, "/025_hypspec_aio/")
 path_hyp_nrm = paste0(path_data, "/030_hypspec_nrm/")
 path_hyp_vegidcs = paste0(path_data, "/040_hypspec_vegidcs/")
-path_hyp_raoq = paste0(path_data, "/050_hypspec_raoq/")
+path_hyp_raoq = paste0(path_data, "/060_hypspec_raoq/")
 
 path_plots = paste0(path_data, "/plots/")
 path_rdata = paste0(path_data, "/rdata/")
diff --git a/src/040_vegIndices.R b/src/040_vegIndices.R
index 9c88bb7..ca23930 100644
--- a/src/040_vegIndices.R
+++ b/src/040_vegIndices.R
@@ -19,7 +19,7 @@ vis =  c("CARI",
          "Datt", "Datt2", "Datt4", "Datt5", "Datt6", 
          "DD", "DDn", "DWSI4", 
          "EVI", "GDVI_2", "GDVI_3", "GDVI_4", "GI", "Gitelson", "Gitelson2", 
-         "GMI1", "GMI2", "GreenNDVI", "Maccioni", 
+         "GMI1", "GMI2", "Maccioni", 
          "MCARI", "MCARI/OSAVI", "MCARI2", "MCARI2/OSAVI2", 
          "mND705", "mNDVI", "MPRI", "MSAVI", "mSR", "mSR2", "mSR705", 
          "MTCI", "MTVI", "NDVI", "NDVI2", "NDVI3", "NPCI", 
@@ -38,7 +38,7 @@ foreach(i = seq(length(hd_files)), .packages = c("hsdar", "raster")) %do% {
               continuousdata = "auto")
   v = vegindex(r, index = vis)
   vr = readAll(v@spectra@spectra_ra)
-  names(vr) = vis
+  names(vr) = paste0(plotid, "_", vis)
   saveRDS(vr, file = paste0(path_hyp_vegidcs, plotid, "_vegidcs.rds"))
 }
 
@@ -47,4 +47,13 @@ stopCluster(cl)
 
 # Visually check data
 visCheck(datapath = path_hyp_vegidcs, polygonfile = paste0(path_plots, "BPolygon.shp"), band = 47)
-summary(unlist(lapply(files, function(f){nlayers(readRDS(files[[1]]))})))
+
+files = list.files(path_hyp_vegidcs, full.names = TRUE)
+nacheck = do.call("rbind", lapply(files, function(f){
+  df = readRDS(f)
+  nasum = lapply(seq(nlayers(df)), function(i){
+    sum(is.na(getValues(df[[i]])))
+  })
+  return(data.frame(f = basename(f), nacheck = min(unlist(nasum)) == max(unlist(nasum))))
+}))
+nacheck
diff --git a/src/050_divIndices.R b/src/050_divIndices.R
index 061bb5d..700d2a3 100644
--- a/src/050_divIndices.R
+++ b/src/050_divIndices.R
@@ -1,4 +1,5 @@
-# Compute spectral diversity indicies
+# Compute spectral diversity indicies on original band stack and 
+# scaled vegetation inidces stack
 
 source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
 if(length(showConnections()) == 0){
@@ -11,15 +12,23 @@ dir.create(paste0(path_hyp_raoq), showWarnings = FALSE)
 windows = c(3, 10)
 
 
-# Compute Rao's Q on original band and vegetation indices values
+# Compute Rao's Q on original bands
 hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE), 
              list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
 
 h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
 
 foreach(i = seq(length(hd_files))) %dopar% {
+  filename = basename(hd_files[i])
   productid = paste0(substr(filename, 1, nchar(filename)-4), "_raoq")
+  
   r = readRDS(hd_files[[i]])
+  
+  # Scale vegetation indicies
+  if(grepl("vegidcs", filename)){
+    r = scale(r, center = TRUE, scale = TRUE)
+  }
+  
   # ra = aggregate(r, fact=2, fun=mean)
   for(w in windows){
     raomatrix <- spectralrao(as.list(r), 
@@ -37,4 +46,6 @@ foreach(i = seq(length(hd_files))) %dopar% {
 } 
 
 
+#check hel3
+
 stopCluster(cl)

From 528e868e940fafa664d5549f8366c8fcfd53aa23 Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Wed, 10 Oct 2018 10:08:43 +0200
Subject: [PATCH 12/65] Update

---
 src/.Rhistory        | 98 ++++++++++++++++++++++----------------------
 src/001_functions.R  | 12 +++---
 src/050_divIndices.R | 16 ++++----
 3 files changed, 63 insertions(+), 63 deletions(-)

diff --git a/src/.Rhistory b/src/.Rhistory
index 423a9f0..c4c8132 100644
--- a/src/.Rhistory
+++ b/src/.Rhistory
@@ -1,52 +1,3 @@
-tmp = r[[1]]
-mir = stack(lapply(seq(ncol(mi)), function(i){
-setValues(tmp, mi[, i])
-}))
-r[[108]]/mir[[108]]
-plot(r[[100]])
-plot(mir[[100]])
-plot(r[[100]])
-plot(mir[[100]])
-r = readRDS(f)
-m = mnf(as(r, "SpatialGridDataFrame"), use = "complete.obs")
-# thv = 1-m$values
-# set_mean = which(thv < -0.10)
-use = seq(2, length(m$values))
-mi = as.matrix(m$x@data[, use]) %*% solve(m$rotation)[use, ]
-tmp = r[[1]]
-mir = stack(lapply(seq(ncol(mi)), function(i){
-setValues(tmp, mi[, i])
-}))
-plot(r[[100]])
-plot(mir[[100]])
-plot(r[[108]])
-plot(mir[[108]])
-plot(r[[100]])
-plot(mir[[100]])
-r[[100]]/mir[[100]]
-# thv = 1-m$values
-# set_mean = which(thv < -0.10)
-use = seq(2, length(m$values))
-mi = as.matrix(m$x@data)[, use] %*% solve(m$rotation)[use, ]
-tmp = r[[1]]
-mir = stack(lapply(seq(ncol(mi)), function(i){
-setValues(tmp, mi[, i])
-}))
-r[[100]]/mir[[100]]
-plot(r[[100]])
-plot(mir[[100]])
-r = readRDS(f)
-m = mnf(as(r, "SpatialGridDataFrame"), use = "complete.obs")
-# thv = 1-m$values
-# set_mean = which(thv < -0.10)
-use = seq(2, length(m$values))
-mi = as.matrix(m$x@data[, use]) %*% solve(m$rotation)[use, ]
-tmp = r[[1]]
-mir = stack(lapply(seq(ncol(mi)), function(i){
-setValues(tmp, mi[, i])
-}))
-r[[100]]/mir[[100]]
-r[[108]]/mir[[108]]
 plot(r[[100]])
 plot(r[[108]])
 source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
@@ -510,3 +461,52 @@ min(unlist(nasum))
 max(unlist(nasum))
 unlist(nasum)
 f
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+if(length(showConnections()) == 0){
+cores = 2
+cl = parallel::makeCluster(cores)
+doParallel::registerDoParallel(cl)
+}
+path_hyp_raoq
+dir.create(paste0(path_hyp_raoq), showWarnings = FALSE)
+windows = c(3, 10)
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+showConnections()
+dir.create(paste0(path_hyp_raoq), showWarnings = FALSE)
+windows = c(3, 10)
+# Compute Rao's Q on original bands stack and scaled vegetation indices stack
+hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE),
+list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+hd_files
+i = 100
+filename = basename(hd_files[i])
+productid = paste0(substr(filename, 1, nchar(filename)-4), "_raoq")
+productid
+i = 1
+filename = basename(hd_files[i])
+productid = paste0(substr(filename, 1, nchar(filename)-4), "_raoq")
+productid
+foreach(i = seq(length(hd_files))) %dopar% {
+filename = basename(hd_files[i])
+productid = paste0(substr(filename, 1, nchar(filename)-4), "_raoq")
+r = readRDS(hd_files[[i]])
+# Scale vegetation indicies
+if(grepl("vegidcs", filename)){
+r = scale(r, center = TRUE, scale = TRUE)
+}
+# ra = aggregate(r, fact=2, fun=mean)
+for(w in windows){
+raomatrix <- spectralrao(as.list(r),
+mode="multidimension",
+distance_m="euclidean",
+window=w,
+shannon=FALSE,
+debugging=TRUE,
+simplify=3)
+raor = setValues(r[[1]], raomatrix[[1]])
+names(raor) = productid
+saveRDS(raor, file = paste0(path_hyp_raoq,
+productid, "_", w, ".rds"))
+}
+}
diff --git a/src/001_functions.R b/src/001_functions.R
index 7e46a43..a9ab692 100644
--- a/src/001_functions.R
+++ b/src/001_functions.R
@@ -1,17 +1,17 @@
 # Visually check data
 visCheck = function(datapath, polygonfile, band = 109){
   ds = list.files(datapath, full.names = TRUE)
-  spoly = shapefile(polygonfile)
+  pb = shapefile(polygonfile)
   
   reproj = TRUE
   for(d in ds){
     r = readRDS(d)
     if(reproj){
-      spoly = spTransform(spoly, projection(r))
+      pb = spTransform(pb, projection(r))
       reproj = FALSE
     }
     plot(r[[band]], main = substr(basename(d), 1, 4))
-    plot(spoly[grep(substr(basename(d), 1, 4), spoly$PlotID),], add = TRUE)
+    plot(pb[grep(substr(basename(d), 1, 4), pb$PlotID),], add = TRUE)
   }
 }
 
@@ -32,8 +32,8 @@ visCheck = function(datapath, polygonfile, band = 109){
 ## where S is the number of pixel classes).
 ## -------------------------------------------------
 ## Find more info and application here: 
-## 1) https://doi.org/10.1016/j.ecolind.2016.07.039 Titel anhand dieser DOI in Citavi-Projekt ?bernehmen 
-## 2) https://besjournals.onlinelibrary.wiley.com/doi/10.1111/2041-210X.12941 %CITAVIPICKER?10.1111/2041-210X.12941?Titel anhand dieser DOI in Citavi-Projekt ?bernehmen?%
+## 1) https://doi.org/10.1016/j.ecolind.2016.07.039 Titel anhand dieser DOI in Citavi-Projekt übernehmen 
+## 2) https://besjournals.onlinelibrary.wiley.com/doi/10.1111/2041-210X.12941 %CITAVIPICKER£10.1111/2041-210X.12941£Titel anhand dieser DOI in Citavi-Projekt übernehmen£%
 #####################################################
 # Function
 spectralrao <- function(input, distance_m="euclidean", p=NULL, window=9, mode="classic", lambda=0, shannon=FALSE, rescale=FALSE, na.tolerance=0.0, simplify=3, nc.cores=1, cluster.type="MPI", debugging=FALSE, ...)
@@ -422,7 +422,7 @@ spectralrao <- function(input, distance_m="euclidean", p=NULL, window=9, mode="c
     }
     
     
-    cores = 2
+    cores = 4
     clp = parallel::makeCluster(cores)
     doParallel::registerDoParallel(clp)
     on.exit(stopCluster(clp))
diff --git a/src/050_divIndices.R b/src/050_divIndices.R
index 700d2a3..f096297 100644
--- a/src/050_divIndices.R
+++ b/src/050_divIndices.R
@@ -2,23 +2,23 @@
 # scaled vegetation inidces stack
 
 source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-if(length(showConnections()) == 0){
-  cores = 2
-  cl = parallel::makeCluster(cores)
-  doParallel::registerDoParallel(cl)
-}
+# if(length(showConnections()) == 0){
+#   cores = 2
+#   cl = parallel::makeCluster(cores)
+#   doParallel::registerDoParallel(cl)
+# }
 
 dir.create(paste0(path_hyp_raoq), showWarnings = FALSE)
 windows = c(3, 10)
 
 
-# Compute Rao's Q on original bands
+# Compute Rao's Q on original bands stack and scaled vegetation indices stack
 hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE), 
              list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
 
 h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
 
-foreach(i = seq(length(hd_files))) %dopar% {
+foreach (i = seq(length(hd_files))) %do% {
   filename = basename(hd_files[i])
   productid = paste0(substr(filename, 1, nchar(filename)-4), "_raoq")
   
@@ -48,4 +48,4 @@ foreach(i = seq(length(hd_files))) %dopar% {
 
 #check hel3
 
-stopCluster(cl)
+# stopCluster(cl)

From 42baafbf4279c8fe9a378adfd65a1491fceea862 Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Sat, 13 Oct 2018 13:07:39 +0200
Subject: [PATCH 13/65] Add mean distance from centroid

---
 src/.Rhistory                        | 904 +++++++++++++--------------
 src/000_set_environment.R            |   7 +-
 src/050__kmdc.R                      |  48 ++
 src/{050_divIndices.R => 060_raoq.R} |  11 +-
 4 files changed, 509 insertions(+), 461 deletions(-)
 create mode 100644 src/050__kmdc.R
 rename src/{050_divIndices.R => 060_raoq.R} (84%)

diff --git a/src/.Rhistory b/src/.Rhistory
index c4c8132..c7884c7 100644
--- a/src/.Rhistory
+++ b/src/.Rhistory
@@ -1,512 +1,512 @@
-plot(r[[100]])
-plot(r[[108]])
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-if(length(showConnections()) == 0){
-cores = 3
-cl = parallel::makeCluster(cores)
-doParallel::registerDoParallel(cl)
-}
-hd_files = list.files(path_hyp_aio, recursive = FALSE, full.names = TRUE)
-h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
-dir.create(paste0(path_hyp_dividcs), showWarnings = FALSE)
-hd_files = list.files(path_hyp_aio, recursive = FALSE, full.names = TRUE)
-h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
-dir.create(paste0(path_hyp_dividcs), showWarnings = FALSE)
+filename = basename(hd_files[i])
+productid = paste0(substr(filename, 1, nchar(filename)-4), "_raoq")
+productid
 i = 1
-plotid = substr(basename(hd_files[[i]]), 1, 4)
+filename = basename(hd_files[i])
+productid = paste0(substr(filename, 1, nchar(filename)-4), "_raoq")
+productid
+foreach(i = seq(length(hd_files))) %dopar% {
+filename = basename(hd_files[i])
+productid = paste0(substr(filename, 1, nchar(filename)-4), "_raoq")
 r = readRDS(hd_files[[i]])
-r
-# ra = aggregate(r, fact=2, fun=mean)
-raomatrix <- spectralrao(as.list(r),
-mode="multidimension",
-distance_m="euclidean",
-window=3,
-shannon=FALSE,
-debugging=TRUE,
-simplify=3)
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-# ra = aggregate(r, fact=2, fun=mean)
-raomatrix <- spectralrao(as.list(r),
-mode="multidimension",
-distance_m="euclidean",
-window=3,
-shannon=FALSE,
-debugging=TRUE,
-simplify=3)
-filepath_source
-filepath_source = paste0(filepath_base, "HySpec_KiLi/src/001_functions.R")
-# ra = aggregate(r, fact=2, fun=mean)
-raomatrix <- spectralrao(as.list(r),
-mode="multidimension",
-distance_m="euclidean",
-window=3,
-shannon=FALSE,
-debugging=TRUE,
-simplify=3)
-source(filepath_source)
-# ra = aggregate(r, fact=2, fun=mean)
-raomatrix <- spectralrao(as.list(r),
-mode="multidimension",
-distance_m="euclidean",
-window=3,
-shannon=FALSE,
-debugging=TRUE,
-simplify=3)
-raomatrix
-stopCluster(cl)
-# ra = aggregate(r, fact=2, fun=mean)
-raomatrix <- spectralrao(as.list(r),
-mode="multidimension",
-distance_m="euclidean",
-window=3,
-shannon=FALSE,
-debugging=TRUE,
-simplify=3)
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-if(length(showConnections()) == 0){
-cores = 3
-cl = parallel::makeCluster(cores)
-doParallel::registerDoParallel(cl)
+# Scale vegetation indicies
+if(grepl("vegidcs", filename)){
+r = scale(r, center = TRUE, scale = TRUE)
 }
-hd_files = list.files(path_hyp_aio, recursive = FALSE, full.names = TRUE)
-h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
-dir.create(paste0(path_hyp_dividcs), showWarnings = FALSE)
-i = 1
-plotid = substr(basename(hd_files[[i]]), 1, 4)
-r = readRDS(hd_files[[i]])
 # ra = aggregate(r, fact=2, fun=mean)
+for(w in windows){
 raomatrix <- spectralrao(as.list(r),
 mode="multidimension",
 distance_m="euclidean",
-window=3,
+window=w,
 shannon=FALSE,
 debugging=TRUE,
 simplify=3)
-head(raomatrix)
 raor = setValues(r[[1]], raomatrix[[1]])
-raor
-plotid
-names(raor) = paste0(plotid, "raoq")
-raor
-plot(raor)
-saveRDS(raor, file = paste0(path_hyp_dividcs,
-substr(basename(hd_files[[i]]), 1, 4),
-"_raoq_", window, ".rds"))
-# Compute Rao's Q on original band values
-window = 3
-paste0(path_hyp_dividcs,
-substr(basename(hd_files[[i]]), 1, 4),
-"_raoq_", window, ".rds")
-saveRDS(raor, file = paste0(path_hyp_dividcs,
-substr(basename(hd_files[[i]]), 1, 4),
-"_raoq_", window, ".rds"))
-# Compute Rao's Q on original band values
-windows = c(3, 10)
-# Compute Rao's Q on original band values
-hd_files = list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE)
+names(raor) = productid
+saveRDS(raor, file = paste0(path_hyp_raoq,
+productid, "_", w, ".rds"))
+}
+}
 source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-# Compute Rao's Q on original band values
-hd_files = list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE)
-h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
-# Compute Rao's Q on vegetation indices
-hd_files = list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE)
-# Compute Rao's Q on individual vegetation indices
-hd_files = list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE)
+path_hyp_specidcs = paste0(path_data, "/050_hypspec_specidcs/")
+dir.create(paste0(path_hyp_specidcs), showWarnings = FALSE)
+# Compute mean distance from centroid on original band stack
+hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE),
+list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
 h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+i = !
 i = 1
-plotid = substr(basename(hd_files[[i]]), 1, 4)
-r = readRDS(hd_files[[i]])
-raomatrix <- spectralrao(as.list(r),
-mode="multidimension",
-distance_m="euclidean",
-window=w,
-shannon=FALSE,
-debugging=TRUE,
-simplify=3)
-w = 3
-raomatrix <- spectralrao(as.list(r),
-mode="multidimension",
-distance_m="euclidean",
-window=w,
-shannon=FALSE,
-debugging=TRUE,
-simplify=3)
-plotid = substr(basename(hd_files[[i]]), 1, 4)
+filename = basename(hd_files[i])
+filename
+productid = paste0(substr(filename, 1, nchar(filename)-4), "_mdc")
+productid
 r = readRDS(hd_files[[i]])
-raomatrix <- spectralrao(as.list(r),
-mode="multidimension",
-distance_m="euclidean",
-window=w,
-shannon=FALSE,
-debugging=TRUE,
-simplify=3)
 r
-raomatrix <- spectralrao(as.list(r),
-mode="multidimension",
-distance_m="euclidean",
-window=w,
-shannon=FALSE,
-debugging=TRUE,
-simplify=3)
+kmeans(r)
+?kmeans
+t = as .data.frame(r)
+t = as.data.frame(r)
+t
+t = getValues(r)
+dim(t)
+kmenas(t)
+kmeans(t)
+kmeans(t, centers = 1)
+kmeans(t, centers = 2)
+kmeans(t, centers = 1)
+kmeans(na.omit(t), centers = 1)
+na.omit(t)
+dim(na.omit(t))
+dim(t)
+plot(t)
+plot(r)
+plot(r[[108]])
+plot(r[[100]])
+km = kmeans(na.omit(r), center = 1)
+km = kmeans(na.omit(getValues(r)), center = 1)
+km
+rds = na.omit(getValues(r))
+km = kmeans(rds, center = 1)
+sqrt(rowSums(rds - fitted(km))**2)
+kmd = sqrt(rowSums(rds - fitted(km))**2)
+plot(kmd)
+mean(kmd)
+sd(kmd)
+var(kmd)
+mean(kmd)
+sd(kmd)
+head(rds)
+rds[1, ]
+fitted(km)
+str(km)
+rds - fitted(km)
+rds-km
+rds-fitted(km)
+rds[1, ]
+kmd
+r
+rds = getValues(r)
+which(is.na(rds))
+is.na(rds)
+head(rds)
+rds_na = which(is.na(rds))
+rds_na
+rds = getValues(r)
+complete.cases(rds)
+which(complete.cases(rds))
+cc = which(complete.cases(rds))
+rds_cc = rds[cc, ]
+dim(rds_cc)
+km = kmeans(rds_cc, center = 1)
+kmd = sqrt(rowSums(rds_cc - fitted(km))**2)
+?setValues
+rds_km = rds
+str(kmd)
+rds_kmd = rds[, 1]
+rds_kmd
+rds_kmd[cc] = kmd
+rds_kmd = setValues(r[[1]], rds_kmd)
+plot(rds_kmd)
+mean(getValues(rds_kmd))
+mean(getValues(rds_kmd), na.rm = TRUE)
+sd(getValues(rds_kmd), na.rm = TRUE)
+rds = na.omit(getValues(r))
+km = kmeans(rds, center = 1)
+kmd = sqrt(rowSums(rds - fitted(km))**2)
+mean(kmd)
+sd(kmd)
+rds_kmd
+names(rds_kmd) = productid
+rds_kmd
+productid = paste0(substr(filename, 1, nchar(filename)-4), "_kmdc")
+names(rds_kmd) = productid
+# Compute mean distance from centroid on original band stack
+hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE),
+list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
 hd_files
-plotid = substr(basename(hd_files[[i]]), 1, 4)
-plotid
+i = 7
+n
+filename = basename(hd_files[i])
+filename
+productid = paste0(substr(filename, 1, nchar(filename)-4), "_kmdc")
 r = readRDS(hd_files[[i]])
-raomatrix <- spectralrao(as.list(r),
-mode="multidimension",
-distance_m="euclidean",
-window=w,
-shannon=FALSE,
-debugging=TRUE,
-simplify=3)
-# Compute Rao's Q on original band values
-hd_files = list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE)
-h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
-plotid = substr(basename(hd_files[[i]]), 1, 4)
+rds = getValues(r)
+cc = which(complete.cases(rds))
+rds_cc = rds[cc, ]
+summary(rds_cc)
+dim(rds_cc)
+all_na = grep(ncell(r), summary(r)[6,])
+r
 r = readRDS(hd_files[[i]])
-raomatrix <- spectralrao(as.list(r),
-mode="multidimension",
-distance_m="euclidean",
-window=w,
-shannon=FALSE,
-debugging=TRUE,
-simplify=3)
-# Compute Rao's Q on individual vegetation indices
-hd_files = list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE)
-plotid = substr(basename(hd_files[[i]]), 1, 4)
+all_na = grep(ncell(r), summary(r)[6,])
+ncell(r)
+summary(r)[6,]
+r
+all_na = grep(ncell(r), summary(getValues(r))[6,])
+all_na
+i = 6
+filename = basename(hd_files[i])
+productid = paste0(substr(filename, 1, nchar(filename)-4), "_kmdc")
 r = readRDS(hd_files[[i]])
-raomatrix <- spectralrao(as.list(r),
-mode="multidimension",
-distance_m="euclidean",
-window=w,
-shannon=FALSE,
-debugging=TRUE,
-simplify=3)
-plot(r)
-# Compute Rao's Q on original band and vegetation indices values
-hd_files = list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE)
-# Compute Rao's Q on original band and vegetation indices values
+rds = getValues(r)
+all_na = grep(ncell(r), summary(getValues(r))[6,])
+all_na
+hd_files = list.files(path_hyp_aio, recursive = FALSE, full.names = TRUE)
+f = hd_files[i]
+plotid = substr(basename(f), 1, 4)
+r = readRDS(f)
+nl = nlayers(r)
+all_na = grep(ncell(r), summary(r)[6,])
+all_na
+plotid
+# Compute mean distance from centroid on original band stack
 hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE),
 list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
-hd_files
-i = 1
-basename(hd_files[[i]])
-filename = basename(hd_files[[i]])
-substr(filename, 1, nchar(filename)-4)
-productid = substr(filename, 1, nchar(filename)-4)
+filename = basename(hd_files[i])
+filename
+productid = paste0(substr(filename, 1, nchar(filename)-4), "_kmdc")
 productid
-productid = paste0(substr(filename, 1, nchar(filename)-4), "_raoq")
-paste0(path_hyp_dividcs,
-productid, "_", w, ".rds"))
-paste0(path_hyp_dividcs,
-productid, "_", w, ".rds")
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-paste0(path_hyp_dividcs,
-productid, "_", w, ".rds")
-path_hyp_dividcs
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-path_hyp_dividcs
-paste0(path_hyp_raoq,
-productid, "_", w, ".rds")
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-hd_files = list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE)
-h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
-dir.create(paste0(path_hyp_vegidcs), showWarnings = FALSE)
-vis =  c("CARI",
-"Carter", "Carter2", "Carter3", "Carter4", "Carter5", "Carter6",
-"CI", "CI2", "ClAInt",
-"CRI1", "CRI2", "CRI3", "CRI4",
-"Datt", "Datt2", "Datt4", "Datt5", "Datt6",
-"DD", "DDn", "DWSI4",
-"EVI", "GDVI_2", "GDVI_3", "GDVI_4", "GI", "Gitelson", "Gitelson2",
-"GMI1", "GMI2", "GreenNDVI", "Maccioni",
-"MCARI", "MCARI/OSAVI", "MCARI2", "MCARI2/OSAVI2",
-"mND705", "mNDVI", "MPRI", "MSAVI", "mSR", "mSR2", "mSR705",
-"MTCI", "MTVI", "NDVI", "NDVI2", "NDVI3", "NPCI",
-"OSAVI", "OSAVI2", "PARS", "PRI", "PRI*CI2", "PRI_norm", "PSND",
-"PSRI", "PSSR", "PWI", "RDVI", "REP_Li", "SAVI", "SIPI", "SPVI",
-"SR", "SR1", "SR2", "SR3", "SR4", "SR5", "SR6", "SR7", "SR8",
-"SRPI", "TCARI", "TCARI/OSAVI", "TCARI2", "TCARI2/OSAVI2",
-"TGI", "TVI", "Vogelmann", "Vogelmann2", "Vogelmann4")
-i = 1
-plotid = substr(basename(hd_files[[i]]), 1, 4)
-m = h_meta[[2]][[h_meta[[1]]$list[grep(plotid, h_meta[[1]]$plotID)]]]
-r = hsdar::speclib(brick(readRDS(hd_files[[i]])),
-wavelength = m$wavelength,
-fwhm = m$fwhm,
-continuousdata = "auto")
-v = vegindex(r, index = vis)
-vr = v@spectra@spectra_ra
-names(vr) = vis
-vr
-?raster
-inMemory(vr)
-?readAll
-vr = readAll(v@spectra@spectra_ra)
-names(vr) = vis
-vr
-saveRDS(vr, file = paste0(path_hyp_vegidcs, plotid, "_vegidcs.rds"))
-test = readRDS(file = paste0(path_hyp_vegidcs, plotid, "_vegidcs.rds"))
-test
-plot(test)
-# Compute vegetation indicies
+r
+r = readRDS(hd_files[[i]])
+r
+summary(r[[149]])
+summary(r[[148]])
+all_na = grep(ncell(r), summary(getValues(r))[6,])
+all_na
+ncell(r)
+summary(getValues(r))[6,]
+summary(r[[148]])
+all_na
+hd_files = list.files(path_hyp_aio, recursive = FALSE, full.names = TRUE)
+i
+f = hd_files[i]
+f
+plotid = substr(basename(f), 1, 4)
+r = readRDS(f)
+nl = nlayers(r)
+all_na = grep(ncell(r), summary(r)[6,])
+if(length(all_na) > 0){
+r = r[[-all_na]]
+} else {
+all_na = -1
+}
+all_na
+pca = rasterPCA(r)
+v = pca$model$sdev**2
+# Continuous Significant Dimensionality
+csd = round(sum(sapply(v, function(x){min(x,1)})), 0)
+use = seq(csd)
+log = list(file = basename(f), all_na = all_na, csd = csd)
+pcai = t(t(as.matrix(pca$map)[, use] %*% t(pca$model$loadings)[use, ]) + pca$model$center)
+tmp = r[[1]]
+pcair = stack(lapply(seq(ncol(pcai)), function(i){
+setValues(tmp, pcai[, i])
+}))
+pcair
+if(all_na == 1){
+pcair = stack(setValues(tmp, rep(NA, ncell(tmp))), pcair)
+} else if(all_na > 1){
+pcair = stack(pcair[[1:(all_na-1)]],
+setValues(tmp, rep(NA, ncell(tmp))),
+pcair[[(all_na):nlayers(pcair)]])
+}
+pcair
+names(pcair) = paste0(plotid, "_pcai_", seq(nl))
+all_na
+pcair[[149]]
+# Compute mean distance from centroid on original band stack
+hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE),
+list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
+i = 6
+filename = basename(hd_files[i])
+productid = paste0(substr(filename, 1, nchar(filename)-4), "_kmdc")
+r = readRDS(hd_files[[i]])
+r[[149]]
+rds = getValues(r)
+all_na = grep(ncell(r), summary(getValues(r))[6,])
+all_na
+ncell(r)
+summary(getValues(r))[6,]
+all_na = grep(ncell(r), summary(getValues(r))[7,])
+all_na
+summary(r)
+summary(brick(r))
+summary(getValues(r))
+nrow(rds)
+all_na = grep(nrow(rds), summary(rds)[7,])
+all_na
+if(length(all_na) > 0){
+r = r[[-all_na]]
+} else {
+all_na = -1
+}
+cc = which(complete.cases(rds))
+rds_cc = rds[cc, ]
+km = kmeans(rds_cc, center = 1)
+kmd = sqrt(rowSums(rds_cc - fitted(km))**2)
+str(rds)
+rds = rds[[,-all_na]]
+all_na
+rds[, 1]
+rds[, -149]
+all_na
+r = readRDS(hd_files[[i]])
+rds = getValues(r)
+all_na = grep(nrow(rds), summary(rds)[7,])
+if(length(all_na) > 0){
+rds = rds[,-all_na]
+} else {
+all_na = -1
+}
+dim(rds)
+cc = which(complete.cases(rds))
+rds_cc = rds[cc, ]
+km = kmeans(rds_cc, center = 1)
+kmd = sqrt(rowSums(rds_cc - fitted(km))**2)
+rds_kmd = rds[, 1]
+rds_kmd[cc] = kmd
+rds_kmd = setValues(r[[1]], rds_kmd)
+mean(rds_kmd)
+mean(getValues(rds_kmd))
+mean(getValues(rds_kmd), na.rm = TRUE)
+sd(getValues(rds_kmd), na.rm = TRUE)
+plot(rds)
+plot(rds_kmd)
+names(rds_kmd) = productid
+i = 100
+productid
+filename = basename(hd_files[i])
+productid = paste0(substr(filename, 1, nchar(filename)-4), "_kmdc")
+productid
+# Compute mean distance from centroid on original band stack and
+# scaled vegetation inidces stack
 source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
 if(length(showConnections()) == 0){
-cores = 3
+cores = 2
 cl = parallel::makeCluster(cores)
 doParallel::registerDoParallel(cl)
 }
-hd_files = list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE)
+dir.create(paste0(path_hyp_specidcs), showWarnings = FALSE)
+# Compute mean distance from centroid on original band stack
+hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE),
+list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
 h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
-dir.create(paste0(path_hyp_vegidcs), showWarnings = FALSE)
-vis =  c("CARI",
-"Carter", "Carter2", "Carter3", "Carter4", "Carter5", "Carter6",
-"CI", "CI2", "ClAInt",
-"CRI1", "CRI2", "CRI3", "CRI4",
-"Datt", "Datt2", "Datt4", "Datt5", "Datt6",
-"DD", "DDn", "DWSI4",
-"EVI", "GDVI_2", "GDVI_3", "GDVI_4", "GI", "Gitelson", "Gitelson2",
-"GMI1", "GMI2", "GreenNDVI", "Maccioni",
-"MCARI", "MCARI/OSAVI", "MCARI2", "MCARI2/OSAVI2",
-"mND705", "mNDVI", "MPRI", "MSAVI", "mSR", "mSR2", "mSR705",
-"MTCI", "MTVI", "NDVI", "NDVI2", "NDVI3", "NPCI",
-"OSAVI", "OSAVI2", "PARS", "PRI", "PRI*CI2", "PRI_norm", "PSND",
-"PSRI", "PSSR", "PWI", "RDVI", "REP_Li", "SAVI", "SIPI", "SPVI",
-"SR", "SR1", "SR2", "SR3", "SR4", "SR5", "SR6", "SR7", "SR8",
-"SRPI", "TCARI", "TCARI/OSAVI", "TCARI2", "TCARI2/OSAVI2",
-"TGI", "TVI", "Vogelmann", "Vogelmann2", "Vogelmann4")
-foreach(i = seq(length(hd_files)), .packages = c("hsdar", "raster")) %do% {
-plotid = substr(basename(hd_files[[i]]), 1, 4)
-m = h_meta[[2]][[h_meta[[1]]$list[grep(plotid, h_meta[[1]]$plotID)]]]
-r = hsdar::speclib(brick(readRDS(hd_files[[i]])),
-wavelength = m$wavelength,
-fwhm = m$fwhm,
-continuousdata = "auto")
-v = vegindex(r, index = vis)
-vr = readAll(v@spectra@spectra_ra)
-names(vr) = vis
-saveRDS(vr, file = paste0(path_hyp_vegidcs, plotid, "_vegidcs.rds"))
+foreach (i = seq(length(hd_files))) %dopar% {
+filename = basename(hd_files[i])
+productid = paste0(substr(filename, 1, nchar(filename)-4), "_kmdc")
+r = readRDS(hd_files[[i]])
+rds = getValues(r)
+all_na = grep(nrow(rds), summary(rds)[7,])
+if(length(all_na) > 0){
+rds = rds[,-all_na]
+} else {
+all_na = -1
+}
+cc = which(complete.cases(rds))
+rds_cc = rds[cc, ]
+km = kmeans(rds_cc, center = 1)
+kmd = sqrt(rowSums(rds_cc - fitted(km))**2)
+rds_kmd = rds[, 1]
+rds_kmd[cc] = kmd
+rds_kmd = setValues(r[[1]], rds_kmd)
+names(rds_kmd) = productid
+saveRDS(rds_kmd, file=paste0(path_hyp_specidcs, productid, ".rds"))
 }
 stopCluster(cl)
-# Visually check data
-visCheck(datapath = path_hyp_vegidcs, polygonfile = paste0(path_plots, "BPolygon.shp"), band = 47)
-summary(unlist(lapply(files, function(f){nlayers(readRDS(files[[1]]))})))
+# Set path ---------------------------------------------------------------------
+if(Sys.info()["sysname"] == "Windows"){
+filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/"
+} else {
+filepath_base = "/media/permanent/active/KI-Hyperspec/"
+}
+filepath_source = paste0(filepath_base, "HySpec_KiLi/src/001_functions.R")
+path_data = paste0(filepath_base, "/data/")
+path_biodiv = paste0(path_data, "/biodiv/")
+path_hyp_org = paste0(path_data, "/020_hypspec_org/")
+path_hyp_aio = paste0(path_data, "/025_hypspec_aio/")
+path_hyp_nrm = paste0(path_data, "/030_hypspec_nrm/")
+path_hyp_vegidcs = paste0(path_data, "/040_hypspec_vegidcs/")
+path_hyp_kmdc = paste0(path_data, "/050_hypspec_kmdc/")
 path_hyp_raoq = paste0(path_data, "/060_hypspec_raoq/")
-summary(unlist(lapply(files, function(f){nlayers(readRDS(files[[1]]))})))
-files
-files = list.files(path_hyp_vegidcs, full.names = TRUE)
-summary(unlist(lapply(files, function(f){nlayers(readRDS(files[[1]]))})))
-# Compute Rao's Q on original bands
+path_plots = paste0(path_data, "/plots/")
+path_rdata = paste0(path_data, "/rdata/")
+path_meta = paste0(path_data, "/meta/")
+path_temp = paste0(path_data, "/temp/")
+path_output = paste0(path_data, "/output/")
+path_vis = paste0(path_data, "/vis/")
+# Set libraries ----------------------------------------------------------------
+library(biodivTools) # devtools::install_github("environmentalinformatics-marburg/biodivTools")
+library(CAST)
+library(doParallel)
+library(grid)
+library(gridExtra)
+# library(gpm)
+library(hsdar)
+# library(lavaan)
+# library(rPointDB)
+library(rgeos)
+library(ggplot2)
+library(mapview)
+# library(metTools)  # devtools::install_github("environmentalinformatics-marburg/metTools")
+library(raster)
+library(RStoolbox)
+library(reshape2)
+library(rgdal)
+# library(satellite)
+library(satelliteTools)  # devtools::install_github("environmentalinformatics-marburg/satelliteTools")
+# library(semPlot)
+library(sp)
+library(spacetime)
+# library(vegan)
+# library(yaml)
+# Other settings ---------------------------------------------------------------
+source(filepath_source)
+rasterOptions(tmpdir = path_temp)
+saga_cmd = "C:/OSGeo4W64/apps/saga-ltr/saga_cmd.exe"
+# initOTB("C:/OSGeo4W64/bin/")
+initOTB("C:/OSGeo4W64/OTB-6.2.0-Win64/bin/")
+# Compute mean distance from centroid on original band stack and
+# scaled vegetation inidces stack
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+if(length(showConnections()) == 0){
+cores = 2
+cl = parallel::makeCluster(cores)
+doParallel::registerDoParallel(cl)
+}
+dir.create(paste0(path_hyp_kmdc), showWarnings = FALSE)
+# Compute mean distance from centroid on original band stack
 hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE),
 list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+foreach (i = seq(length(hd_files)), .packages = c("raster")) %dopar% {
+filename = basename(hd_files[i])
+productid = paste0(substr(filename, 1, nchar(filename)-4), "_kmdc")
+r = readRDS(hd_files[[i]])
+rds = getValues(r)
+all_na = grep(nrow(rds), summary(rds)[7,])
+if(length(all_na) > 0){
+rds = rds[,-all_na]
+} else {
+all_na = -1
+}
+cc = which(complete.cases(rds))
+rds_cc = rds[cc, ]
+km = kmeans(rds_cc, center = 1)
+kmd = sqrt(rowSums(rds_cc - fitted(km))**2)
+rds_kmd = rds[, 1]
+rds_kmd[cc] = kmd
+rds_kmd = setValues(r[[1]], rds_kmd)
+names(rds_kmd) = productid
+saveRDS(rds_kmd, file=paste0(path_hyp_kmdc, productid, ".rds"))
+}
+stopCluster(cl)
 hd_files
-i = 1
-productid = paste0(substr(filename, 1, nchar(filename)-4), "_raoq")
-# Compute Rao's Q on original bands
+# Compute mean distance from centroid on original band stack and
+# scaled vegetation inidces stack
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+if(length(showConnections()) == 0){
+cores = 3
+cl = parallel::makeCluster(cores)
+doParallel::registerDoParallel(cl)
+}
+dir.create(paste0(path_hyp_kmdc), showWarnings = FALSE)
+# Compute mean distance from centroid on original band stack
 hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE),
 list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
-filename = basename(hd_files[1])
-productid = paste0(substr(filename, 1, nchar(filename)-4), "_raoq")
-productid
-i = 100
-filename = basename(hd_files[1])
-productid = paste0(substr(filename, 1, nchar(filename)-4), "_raoq")
-productid
-i = 100
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+foreach (i = seq(length(hd_files)), .packages = c("raster")) %dor% {
 filename = basename(hd_files[i])
-productid = paste0(substr(filename, 1, nchar(filename)-4), "_raoq")
-productid
-grep("vegidcs", filename)
-grepl("vegidcs", filename)
+productid = paste0(substr(filename, 1, nchar(filename)-4), "_kmdc")
 r = readRDS(hd_files[[i]])
-?norm
-?scale
-r
-r = scale(r, center = TRUE, scale = TRUE)
-r
-summary(r)
-r = readRDS(hd_files[[i]])
-summary(r)
-r = readRDS(hd_files[[i]])
-r
-summary(r)
-r
-filename
-summary(vr)
-names(vr)[32]
-plot(vr[[32]])
-plot(vr[[31]])
-hd_files = list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE)
-h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
-dir.create(paste0(path_hyp_vegidcs), showWarnings = FALSE)
-vis =  c("CARI",
-"Carter", "Carter2", "Carter3", "Carter4", "Carter5", "Carter6",
-"CI", "CI2", "ClAInt",
-"CRI1", "CRI2", "CRI3", "CRI4",
-"Datt", "Datt2", "Datt4", "Datt5", "Datt6",
-"DD", "DDn", "DWSI4",
-"EVI", "GDVI_2", "GDVI_3", "GDVI_4", "GI", "Gitelson", "Gitelson2",
-"GMI1", "GMI2", "Maccioni",
-"MCARI", "MCARI/OSAVI", "MCARI2", "MCARI2/OSAVI2",
-"mND705", "mNDVI", "MPRI", "MSAVI", "mSR", "mSR2", "mSR705",
-"MTCI", "MTVI", "NDVI", "NDVI2", "NDVI3", "NPCI",
-"OSAVI", "OSAVI2", "PARS", "PRI", "PRI*CI2", "PRI_norm", "PSND",
-"PSRI", "PSSR", "PWI", "RDVI", "REP_Li", "SAVI", "SIPI", "SPVI",
-"SR", "SR1", "SR2", "SR3", "SR4", "SR5", "SR6", "SR7", "SR8",
-"SRPI", "TCARI", "TCARI/OSAVI", "TCARI2", "TCARI2/OSAVI2",
-"TGI", "TVI", "Vogelmann", "Vogelmann2", "Vogelmann4")
-# Compute vegetation indicies
+rds = getValues(r)
+all_na = grep(nrow(rds), summary(rds)[7,])
+if(length(all_na) > 0){
+rds = rds[,-all_na]
+} else {
+all_na = -1
+}
+cc = which(complete.cases(rds))
+rds_cc = rds[cc, ]
+km = kmeans(rds_cc, center = 1)
+kmd = sqrt(rowSums(rds_cc - fitted(km))**2)
+rds_kmd = rds[, 1]
+rds_kmd[cc] = kmd
+rds_kmd = setValues(r[[1]], rds_kmd)
+names(rds_kmd) = productid
+saveRDS(rds_kmd, file=paste0(path_hyp_kmdc, productid, ".rds"))
+}
+stopCluster(cl)
+stopCluster(cl)
+stopCluster(cl)
+# Compute mean distance from centroid on original band stack and
+# scaled vegetation inidces stack
 source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
 if(length(showConnections()) == 0){
 cores = 3
 cl = parallel::makeCluster(cores)
 doParallel::registerDoParallel(cl)
 }
-hd_files = list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE)
+dir.create(paste0(path_hyp_kmdc), showWarnings = FALSE)
+# Compute mean distance from centroid on original band stack
+hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE),
+list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
 h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
-dir.create(paste0(path_hyp_vegidcs), showWarnings = FALSE)
-vis =  c("CARI",
-"Carter", "Carter2", "Carter3", "Carter4", "Carter5", "Carter6",
-"CI", "CI2", "ClAInt",
-"CRI1", "CRI2", "CRI3", "CRI4",
-"Datt", "Datt2", "Datt4", "Datt5", "Datt6",
-"DD", "DDn", "DWSI4",
-"EVI", "GDVI_2", "GDVI_3", "GDVI_4", "GI", "Gitelson", "Gitelson2",
-"GMI1", "GMI2", "Maccioni",
-"MCARI", "MCARI/OSAVI", "MCARI2", "MCARI2/OSAVI2",
-"mND705", "mNDVI", "MPRI", "MSAVI", "mSR", "mSR2", "mSR705",
-"MTCI", "MTVI", "NDVI", "NDVI2", "NDVI3", "NPCI",
-"OSAVI", "OSAVI2", "PARS", "PRI", "PRI*CI2", "PRI_norm", "PSND",
-"PSRI", "PSSR", "PWI", "RDVI", "REP_Li", "SAVI", "SIPI", "SPVI",
-"SR", "SR1", "SR2", "SR3", "SR4", "SR5", "SR6", "SR7", "SR8",
-"SRPI", "TCARI", "TCARI/OSAVI", "TCARI2", "TCARI2/OSAVI2",
-"TGI", "TVI", "Vogelmann", "Vogelmann2", "Vogelmann4")
-foreach(i = seq(length(hd_files)), .packages = c("hsdar", "raster")) %do% {
-plotid = substr(basename(hd_files[[i]]), 1, 4)
-m = h_meta[[2]][[h_meta[[1]]$list[grep(plotid, h_meta[[1]]$plotID)]]]
-r = hsdar::speclib(brick(readRDS(hd_files[[i]])),
-wavelength = m$wavelength,
-fwhm = m$fwhm,
-continuousdata = "auto")
-v = vegindex(r, index = vis)
-vr = readAll(v@spectra@spectra_ra)
-names(vr) = paste0(plotid, "_", vis)
-saveRDS(vr, file = paste0(path_hyp_vegidcs, plotid, "_vegidcs.rds"))
+foreach (i = seq(length(hd_files)), .packages = c("raster")) %do% {
+filename = basename(hd_files[i])
+productid = paste0(substr(filename, 1, nchar(filename)-4), "_kmdc")
+r = readRDS(hd_files[[i]])
+rds = getValues(r)
+all_na = grep(nrow(rds), summary(rds)[7,])
+if(length(all_na) > 0){
+rds = rds[,-all_na]
+} else {
+all_na = -1
+}
+cc = which(complete.cases(rds))
+rds_cc = rds[cc, ]
+km = kmeans(rds_cc, center = 1)
+kmd = sqrt(rowSums(rds_cc - fitted(km))**2)
+rds_kmd = rds[, 1]
+rds_kmd[cc] = kmd
+rds_kmd = setValues(r[[1]], rds_kmd)
+names(rds_kmd) = productid
+saveRDS(rds_kmd, file=paste0(path_hyp_kmdc, productid, ".rds"))
 }
 stopCluster(cl)
-# Visually check data
-visCheck(datapath = path_hyp_vegidcs, polygonfile = paste0(path_plots, "BPolygon.shp"), band = 47)
-files = list.files(path_hyp_vegidcs
-files = list.files(path_hyp_vegidcs, full.names = TRUE)
-f = files[[1]]
-f
-df = read(f)
-df = readRDS(f)
-df
-is.na(df)
-any(is.na(df))
-any(is.na(getValues(df)))
-(is.na(getValues(df)))
-summary(df)
-plot(df)
-is.na(getValues(df))
-sum(is.na(getValues(df)))
-nlayer(df)
-nlayers(df)
-i = 1
-sum(is.na(df[[i]]))
-df[[i]]
-sum(is.na(getValues(df[[i]])))
-nasum = lapply(nlayers(df), function(i){
-sum(is.na(getValues(df[[i]])))
-})
-summary(nasum)
-nasum
-nasum = lapply(nlayers(df), function(i){
-sum(is.na(getValues(df[[i]])))
-})
-nasum
-nlayers(df)
-nasum = lapply(seq(nlayers(df), function(i){
-sum(is.na(getValues(df[[i]])))
-})
-summary(nasum)
-})
-nasum = lapply(seq(nlayers(df)), function(i){
-sum(is.na(getValues(df[[i]])))
-})
-summary(nasum)
-nasum
-unlist(nasum)
-min(unlist(nasum)) == max(unlist(nasum))
-nacheck = do.call("rbind", lapply(files, function(f){
-df = readRDS(f)
-nasum = lapply(seq(nlayers(df)), function(i){
-sum(is.na(getValues(df[[i]])))
-})
-return(data.frame(f = basename(f), nacheck = min(unlist(nasum)) == max(unlist(nasum))))
-}))
-nacheck
-f = files[[47]]
-f
-df = readRDS(f)
-plot(df[[1]])
-plot(df[[2]])
-nasum = lapply(seq(nlayers(df)), function(i){
-sum(is.na(getValues(df[[i]])))
-})
-nasum
-nasum
-min(unlist(nasum))
-max(unlist(nasum))
-unlist(nasum)
-f
+stopCluster(cl)
+# Compute mean distance from centroid on original band stack and
+# scaled vegetation inidces stack
 source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
 if(length(showConnections()) == 0){
-cores = 2
+cores = 1
 cl = parallel::makeCluster(cores)
 doParallel::registerDoParallel(cl)
 }
-path_hyp_raoq
-dir.create(paste0(path_hyp_raoq), showWarnings = FALSE)
-windows = c(3, 10)
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-showConnections()
-dir.create(paste0(path_hyp_raoq), showWarnings = FALSE)
-windows = c(3, 10)
-# Compute Rao's Q on original bands stack and scaled vegetation indices stack
+dir.create(paste0(path_hyp_kmdc), showWarnings = FALSE)
+# Compute mean distance from centroid on original band stack
 hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE),
 list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
 h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
-hd_files
-i = 100
+foreach (i = seq(length(hd_files)), .packages = c("raster")) %do% {
+print(filename)
 filename = basename(hd_files[i])
-productid = paste0(substr(filename, 1, nchar(filename)-4), "_raoq")
-productid
-i = 1
-filename = basename(hd_files[i])
-productid = paste0(substr(filename, 1, nchar(filename)-4), "_raoq")
-productid
-foreach(i = seq(length(hd_files))) %dopar% {
-filename = basename(hd_files[i])
-productid = paste0(substr(filename, 1, nchar(filename)-4), "_raoq")
+productid = paste0(substr(filename, 1, nchar(filename)-4), "_kmdc")
 r = readRDS(hd_files[[i]])
-# Scale vegetation indicies
-if(grepl("vegidcs", filename)){
-r = scale(r, center = TRUE, scale = TRUE)
-}
-# ra = aggregate(r, fact=2, fun=mean)
-for(w in windows){
-raomatrix <- spectralrao(as.list(r),
-mode="multidimension",
-distance_m="euclidean",
-window=w,
-shannon=FALSE,
-debugging=TRUE,
-simplify=3)
-raor = setValues(r[[1]], raomatrix[[1]])
-names(raor) = productid
-saveRDS(raor, file = paste0(path_hyp_raoq,
-productid, "_", w, ".rds"))
+rds = getValues(r)
+all_na = grep(nrow(rds), summary(rds)[7,])
+if(length(all_na) > 0){
+rds = rds[,-all_na]
+} else {
+all_na = -1
 }
+cc = which(complete.cases(rds))
+rds_cc = rds[cc, ]
+km = kmeans(rds_cc, center = 1)
+kmd = sqrt(rowSums(rds_cc - fitted(km))**2)
+rds_kmd = rds[, 1]
+rds_kmd[cc] = kmd
+rds_kmd = setValues(r[[1]], rds_kmd)
+names(rds_kmd) = productid
+saveRDS(rds_kmd, file=paste0(path_hyp_kmdc, productid, ".rds"))
 }
diff --git a/src/000_set_environment.R b/src/000_set_environment.R
index b587084..475b7a3 100644
--- a/src/000_set_environment.R
+++ b/src/000_set_environment.R
@@ -13,6 +13,7 @@ path_hyp_org = paste0(path_data, "/020_hypspec_org/")
 path_hyp_aio = paste0(path_data, "/025_hypspec_aio/")
 path_hyp_nrm = paste0(path_data, "/030_hypspec_nrm/")
 path_hyp_vegidcs = paste0(path_data, "/040_hypspec_vegidcs/")
+path_hyp_kmdc = paste0(path_data, "/050_hypspec_kmdc/")
 path_hyp_raoq = paste0(path_data, "/060_hypspec_raoq/")
 
 path_plots = paste0(path_data, "/plots/")
@@ -42,7 +43,7 @@ library(RStoolbox)
 library(reshape2)
 library(rgdal)
 # library(satellite)
-# library(satelliteTools)  # devtools::install_github("environmentalinformatics-marburg/satelliteTools")
+library(satelliteTools)  # devtools::install_github("environmentalinformatics-marburg/satelliteTools")
 # library(semPlot)
 library(sp)
 library(spacetime)
@@ -54,8 +55,8 @@ source(filepath_source)
 
 rasterOptions(tmpdir = path_temp)
 
-saga_cmd = "C:/OSGeo4W64/apps/saga/saga_cmd.exe "
+saga_cmd = "C:/OSGeo4W64/apps/saga-ltr/saga_cmd.exe"
 # initOTB("C:/OSGeo4W64/bin/")
-initOTB("C:/OSGeo4W64/OTB-5.8.0-win64/OTB-5.8.0-win64/bin/")
+initOTB("C:/OSGeo4W64/OTB-6.2.0-Win64/bin/")
 
 
diff --git a/src/050__kmdc.R b/src/050__kmdc.R
new file mode 100644
index 0000000..c98d75a
--- /dev/null
+++ b/src/050__kmdc.R
@@ -0,0 +1,48 @@
+# Compute mean distance from centroid on original band stack and 
+# scaled vegetation inidces stack
+
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+if(length(showConnections()) == 0){
+  cores = 3
+  cl = parallel::makeCluster(cores)
+  doParallel::registerDoParallel(cl)
+}
+
+dir.create(paste0(path_hyp_kmdc), showWarnings = FALSE)
+
+
+hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE), 
+             list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
+
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+
+foreach (i = seq(length(hd_files)), .packages = c("raster")) %dopar% {
+  filename = basename(hd_files[i])
+  productid = paste0(substr(filename, 1, nchar(filename)-4), "_kmdc")
+
+  r = readRDS(hd_files[[i]])
+  rds = getValues(r)
+  
+  all_na = grep(nrow(rds), colSums(is.na(rds)))
+  if(length(all_na) > 0){
+    rds = rds[,-all_na]
+  } else {
+    all_na = -1
+  }
+  
+  cc = which(complete.cases(rds))
+  rds_cc = rds[cc, ]
+  
+  km = kmeans(rds_cc, center = 1)
+  kmd = sqrt(rowSums(rds_cc - fitted(km))**2)
+  
+  rds_kmd = rds[, 1]
+  rds_kmd[cc] = kmd
+  rds_kmd = setValues(r[[1]], rds_kmd)
+  
+  names(rds_kmd) = productid
+  
+  saveRDS(rds_kmd, file=paste0(path_hyp_kmdc, productid, ".rds"))
+}  
+  
+stopCluster(cl)
diff --git a/src/050_divIndices.R b/src/060_raoq.R
similarity index 84%
rename from src/050_divIndices.R
rename to src/060_raoq.R
index f096297..975361a 100644
--- a/src/050_divIndices.R
+++ b/src/060_raoq.R
@@ -1,5 +1,5 @@
-# Compute spectral diversity indicies on original band stack and 
-# scaled vegetation inidces stack
+# Compute Rao's Q on original bands stack, scaled vegetation indices stack,
+# and mean distance from centroid band and vegetation index data.
 
 source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
 # if(length(showConnections()) == 0){
@@ -9,12 +9,11 @@ source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_e
 # }
 
 dir.create(paste0(path_hyp_raoq), showWarnings = FALSE)
-windows = c(3, 10)
+windows = c(3)
 
-
-# Compute Rao's Q on original bands stack and scaled vegetation indices stack
 hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE), 
-             list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
+             list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE),
+             list.files(path_hyp_kmdc, recursive = FALSE, full.names = TRUE))
 
 h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
 

From 8d04f136ebf311b473c734cb3c642aab80bf1eab Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Sat, 13 Oct 2018 13:24:43 +0200
Subject: [PATCH 14/65] Scale VIs prior to kmdc.

---
 src/050__kmdc.R | 10 ++++++++++
 src/060_raoq.R  |  6 ++++--
 2 files changed, 14 insertions(+), 2 deletions(-)

diff --git a/src/050__kmdc.R b/src/050__kmdc.R
index c98d75a..05c59bd 100644
--- a/src/050__kmdc.R
+++ b/src/050__kmdc.R
@@ -33,6 +33,11 @@ foreach (i = seq(length(hd_files)), .packages = c("raster")) %dopar% {
   cc = which(complete.cases(rds))
   rds_cc = rds[cc, ]
   
+  # Scale vegetation indicies
+  if(grepl("vegidcs", filename)){
+    rds_cc = scale(rds_cc, center = TRUE, scale = TRUE)
+  }
+  
   km = kmeans(rds_cc, center = 1)
   kmd = sqrt(rowSums(rds_cc - fitted(km))**2)
   
@@ -46,3 +51,8 @@ foreach (i = seq(length(hd_files)), .packages = c("raster")) %dopar% {
 }  
   
 stopCluster(cl)
+
+
+# Visually check data
+visCheck(datapath = path_hyp_kmdc, polygonfile = paste0(path_plots, "BPolygon.shp"), band = 1)
+
diff --git a/src/060_raoq.R b/src/060_raoq.R
index 975361a..9ff31f8 100644
--- a/src/060_raoq.R
+++ b/src/060_raoq.R
@@ -45,6 +45,8 @@ foreach (i = seq(length(hd_files))) %do% {
 } 
 
 
-#check hel3
-
 # stopCluster(cl)
+
+# Visually check data
+visCheck(datapath = path_hyp_raoq, polygonfile = paste0(path_plots, "BPolygon.shp"), band = 1)
+

From f91a3fef309e9b17842f93d2b22ceff3fdac9bcd Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Sat, 13 Oct 2018 18:05:21 +0200
Subject: [PATCH 15/65] Update

---
 src/000_set_environment.R                    |  6 +-
 src/{040_vegIndices.R => 040_comp_vegidcs.R} |  0
 src/{050__kmdc.R => 050_comp_kmdc.R}         |  0
 src/{060_raoq.R => 060_comp_raoq.R}          |  0
 src/070_combine_predictors.R                 | 60 ++++++++++++++++++++
 src/075_combine_predictores_biodiv.R         | 38 +++++++++++++
 src/076_combine_predictores_biodiv_tlevel.R  | 56 ++++++++++++++++++
 src/080_predict_biodiv.R                     | 31 ++++++++++
 8 files changed, 190 insertions(+), 1 deletion(-)
 rename src/{040_vegIndices.R => 040_comp_vegidcs.R} (100%)
 rename src/{050__kmdc.R => 050_comp_kmdc.R} (100%)
 rename src/{060_raoq.R => 060_comp_raoq.R} (100%)
 create mode 100644 src/070_combine_predictors.R
 create mode 100644 src/075_combine_predictores_biodiv.R
 create mode 100644 src/076_combine_predictores_biodiv_tlevel.R
 create mode 100644 src/080_predict_biodiv.R

diff --git a/src/000_set_environment.R b/src/000_set_environment.R
index 475b7a3..e965516 100644
--- a/src/000_set_environment.R
+++ b/src/000_set_environment.R
@@ -15,6 +15,9 @@ path_hyp_nrm = paste0(path_data, "/030_hypspec_nrm/")
 path_hyp_vegidcs = paste0(path_data, "/040_hypspec_vegidcs/")
 path_hyp_kmdc = paste0(path_data, "/050_hypspec_kmdc/")
 path_hyp_raoq = paste0(path_data, "/060_hypspec_raoq/")
+path_hyp_pred = paste0(path_data, "/070_hypspec_pred/")
+path_comb_gpm = paste0(path_data, "/075_comb_gpm/")
+path_model_gpm = paste0(path_data, "/080_model_gpm/")
 
 path_plots = paste0(path_data, "/plots/")
 path_rdata = paste0(path_data, "/rdata/")
@@ -27,10 +30,11 @@ path_vis = paste0(path_data, "/vis/")
 # Set libraries ----------------------------------------------------------------
 library(biodivTools) # devtools::install_github("environmentalinformatics-marburg/biodivTools")
 library(CAST)
+library(corrplot)
 library(doParallel)
 library(grid)
 library(gridExtra)
-# library(gpm)
+library(gpm)  # devtools::install_github("environmentalinformatics-marburg/gpm")
 library(hsdar)
 # library(lavaan)
 # library(rPointDB)
diff --git a/src/040_vegIndices.R b/src/040_comp_vegidcs.R
similarity index 100%
rename from src/040_vegIndices.R
rename to src/040_comp_vegidcs.R
diff --git a/src/050__kmdc.R b/src/050_comp_kmdc.R
similarity index 100%
rename from src/050__kmdc.R
rename to src/050_comp_kmdc.R
diff --git a/src/060_raoq.R b/src/060_comp_raoq.R
similarity index 100%
rename from src/060_raoq.R
rename to src/060_comp_raoq.R
diff --git a/src/070_combine_predictors.R b/src/070_combine_predictors.R
new file mode 100644
index 0000000..284c50d
--- /dev/null
+++ b/src/070_combine_predictors.R
@@ -0,0 +1,60 @@
+# Compute mean and sd of final predictor sets.
+
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+if(length(showConnections()) == 0){
+  cores = 3
+  cl = parallel::makeCluster(cores)
+  doParallel::registerDoParallel(cl)
+}
+
+dir.create(paste0(path_hyp_pred), showWarnings = FALSE)
+
+hd_files = c(list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE),
+             list.files(path_hyp_kmdc, recursive = FALSE, full.names = TRUE),
+             list.files(path_hyp_raoq, recursive = FALSE, full.names = TRUE))
+
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+
+preds = foreach (i = seq(length(hd_files))) %do% {
+  
+  print(i)
+  
+  r = readRDS(hd_files[[i]])
+  
+  nms = names(r)
+  plotid = substr(nms[1], 1, 4)
+  productid = substr(nms, 6, nchar(nms))
+  
+  l = lapply(seq(nlayers(r)), function(l){
+    df = data.frame(mean(getValues(r[[l]]), na.rm = TRUE), sd(getValues(r[[l]]), na.rm = TRUE))
+    colnames(df) = c(paste0(productid[l], c("_mean", "_sd")))
+    return(df)
+  })
+  df = do.call("cbind", l)
+  df = data.frame(plotID = plotid, df)
+  return(df)
+} 
+
+grp = list(grep("vegidcs.rds", hd_files),
+           grep("vegidcs_kmdc.rds", hd_files),
+           grep("vegidcs_raoq_3.rds", hd_files),
+           grep("vegidcs_kmdc_raoq_3.rds", hd_files),
+           grep("pcai_kmdc.rds", hd_files),
+           grep("pcai_raoq_3.rds", hd_files),
+           grep("pcai_kmdc_raoq_3.rds", hd_files))
+
+if(length(unlist(grp)) == length(preds)){
+  df = lapply(grp, function(g){
+    do.call("rbind", preds[g])
+  })
+  df = do.call("cbind", df)
+  df = df[, -grep("plotID", colnames(df))[-1]]
+}
+
+saveRDS(df, file = paste0(path_hyp_pred, "hyperspec_preds.rds"))
+
+stopCluster(cl)
+
+# Visually check data
+corrplot(cor(df[, -1]))
+
diff --git a/src/075_combine_predictores_biodiv.R b/src/075_combine_predictores_biodiv.R
new file mode 100644
index 0000000..eb402db
--- /dev/null
+++ b/src/075_combine_predictores_biodiv.R
@@ -0,0 +1,38 @@
+# Combine hyperspectral predictores and biodiversity variables in gpm class.
+
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+
+
+preds = readRDS(paste0(path_hyp_pred, "hyperspec_preds.rds"))
+bd = readRDS(paste0(path_biodiv, "biodiv.rds"))
+
+comb = merge(bd, preds, by = c("plotID"), all.x = TRUE, all.y = TRUE)
+
+comb$SelCat = substr(as.character(comb$plotID), 1, 3)
+comb$SelNbr = substr(as.character(comb$plotID), 4, 4)
+
+col_selector = which(names(comb) %in% c("SelCat", "SelNbr"))
+
+col_diversity = seq(which("SRmammals" == colnames(comb)),
+                          which("SRallplants" == colnames(comb)))
+
+col_precitors = c(which("elevation" == colnames(comb)),
+                  seq(which("lui_biomass_removal" == colnames(comb)),
+                      which("lui" == colnames(comb))),
+                  seq(which("CARI_mean" == colnames(comb)),
+                      which("pcai_kmdc_raoq_sd" == colnames(comb))))
+
+col_meta = which(!seq(ncol(comb)) %in% c(col_selector, col_diversity, col_precitors))
+  
+  
+meta <- createGPMMeta(comb, type = "input",
+                      selector = col_selector,
+                      response = col_diversity,
+                      predictor = col_precitors,
+                      meta = col_meta)
+
+comb <- gpm(comb, meta, scale = FALSE)
+
+dir.create(paste0(path_comb_gpm), showWarnings = FALSE)
+
+saveRDS(comb, file = paste0(path_comb_gpm, "ki_hyperspec_biodiv_non_scaled.rds"))
diff --git a/src/076_combine_predictores_biodiv_tlevel.R b/src/076_combine_predictores_biodiv_tlevel.R
new file mode 100644
index 0000000..5b32256
--- /dev/null
+++ b/src/076_combine_predictores_biodiv_tlevel.R
@@ -0,0 +1,56 @@
+# Combine hyperspectral predictores and biodiversity variables in gpm class
+# aggregated by trophic level.
+
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+
+
+preds = readRDS(paste0(path_hyp_pred, "hyperspec_preds.rds"))
+bd = readRDS(paste0(path_biodiv, "biodiv.rds"))
+
+comb = merge(bd, preds, by = c("plotID"), all.x = TRUE, all.y = TRUE)
+
+trophic_levels = rbind(data.frame(tlevel = "Plants",
+                                  groups = c("SRallplants", "SRasterids", "SRconifers", "SReudicots", 
+                                             "SRferns", "SRlycopodiopsida", "SRmagnoliids", 
+                                             "SRmonocots", "SRrosids")),
+                       data.frame(tlevel = "Herbivore",
+                                  groups = c("SRbees", "SRmoths", "SRorthoptera")),
+                       data.frame(tlevel = "Decomposer",
+                                  groups = c("SRdungbeetles", "SRmillipedes", "SRcollembola")),
+                       data.frame(tlevel = "Predators",
+                                  groups = c("SRspiders", "SRheteroptera", "SRotheraculeata", 
+                                             "SRparasitoids", "SRothercoleoptera")),
+                       data.frame(tlevel = "Flying predatores",
+                                  groups = c("SRbats", "SRbirds")),
+                       data.frame(tlevel = "Generalist",
+                                  groups = c("SRmammals", "SRanimals", "SRsyrphids", "SRants", "SSRsnails")))
+
+
+comb$SelCat = substr(as.character(comb$plotID), 1, 3)
+comb$SelNbr = substr(as.character(comb$plotID), 4, 4)
+
+col_selector = which(names(comb) %in% c("SelCat", "SelNbr"))
+
+col_diversity = seq(which("SRmammals" == colnames(comb)),
+                          which("SRallplants" == colnames(comb)))
+
+col_precitors = c(which("elevation" == colnames(comb)),
+                  seq(which("lui_biomass_removal" == colnames(comb)),
+                      which("lui" == colnames(comb))),
+                  seq(which("CARI_mean" == colnames(comb)),
+                      which("pcai_kmdc_raoq_sd" == colnames(comb))))
+
+col_meta = which(!seq(ncol(comb)) %in% c(col_selector, col_diversity, col_precitors))
+  
+  
+meta <- createGPMMeta(comb, type = "input",
+                      selector = col_selector,
+                      response = col_diversity,
+                      predictor = col_precitors,
+                      meta = col_meta)
+
+comb <- gpm(comb, meta, scale = FALSE)
+
+dir.create(paste0(path_comb_gpm), showWarnings = FALSE)
+
+saveRDS(comb, file = paste0(path_comb_gpm, "ki_hyperspec_biodiv_non_scaled.rds"))
diff --git a/src/080_predict_biodiv.R b/src/080_predict_biodiv.R
new file mode 100644
index 0000000..ef118cd
--- /dev/null
+++ b/src/080_predict_biodiv.R
@@ -0,0 +1,31 @@
+# Combine hyperspectral predictores and biodiversity variables in gpm class.
+
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+if(length(showConnections()) == 0){
+  cores = 3
+  cl = parallel::makeCluster(cores)
+  doParallel::registerDoParallel(cl)
+}
+
+dir.create(paste0(path_model_gpm), showWarnings = FALSE)
+
+comb = readRDS(paste0(path_comb_gpm, "ki_hyperspec_biodiv_non_scaled.rds"))
+
+comb@meta$input$RESPONSE_FINAL = "SRsnails"
+comb@data$input = comb@data$input[complete.cases(comb@data$input[, c(comb@meta$input$RESPONSE_FINAL, comb@meta$input$PREDICTOR_FINAL)]), ]
+
+comb = createIndexFolds(x = comb, nested_cv = FALSE)
+
+comb = trainModel(x = comb,
+                  metric = "RMSE",
+                  n_var = NULL, 
+                  mthd = "pls",
+                  mode = "ffs",
+                  seed_nbr = 11, 
+                  cv_nbr = NULL,
+                  var_selection = "indv",
+                  filepath_tmp = NULL)
+
+
+
+stopCluster(cl)
\ No newline at end of file

From 48c25d060209f1df220ecbcf0c8502543d9b9c03 Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Sat, 13 Oct 2018 18:34:08 +0200
Subject: [PATCH 16/65] Update src/.Rhistory

---
 src/.Rhistory | 42 +++++++++++++++++++++---------------------
 1 file changed, 21 insertions(+), 21 deletions(-)

diff --git a/src/.Rhistory b/src/.Rhistory
index c7884c7..83cdd60 100644
--- a/src/.Rhistory
+++ b/src/.Rhistory
@@ -1,24 +1,3 @@
-filename = basename(hd_files[i])
-productid = paste0(substr(filename, 1, nchar(filename)-4), "_raoq")
-productid
-i = 1
-filename = basename(hd_files[i])
-productid = paste0(substr(filename, 1, nchar(filename)-4), "_raoq")
-productid
-foreach(i = seq(length(hd_files))) %dopar% {
-filename = basename(hd_files[i])
-productid = paste0(substr(filename, 1, nchar(filename)-4), "_raoq")
-r = readRDS(hd_files[[i]])
-# Scale vegetation indicies
-if(grepl("vegidcs", filename)){
-r = scale(r, center = TRUE, scale = TRUE)
-}
-# ra = aggregate(r, fact=2, fun=mean)
-for(w in windows){
-raomatrix <- spectralrao(as.list(r),
-mode="multidimension",
-distance_m="euclidean",
-window=w,
 shannon=FALSE,
 debugging=TRUE,
 simplify=3)
@@ -510,3 +489,24 @@ rds_kmd = setValues(r[[1]], rds_kmd)
 names(rds_kmd) = productid
 saveRDS(rds_kmd, file=paste0(path_hyp_kmdc, productid, ".rds"))
 }
+trophic_levels = rbind(data.frame(tlevel = "Plants",
+groups = c("SRallplants", "SRasterids", "SRconifers", "SReudicots",
+"SRferns", "SRlycopodiopsida", "SRmagnoliids",
+"SRmonocots", "SRrosids")),
+data.frame(tlevel = "Herbivore",
+groups = c("SRbees", "SRmoths", "SRorthoptera")),
+data.frame(tlevel = "Decomposer",
+groups = c("SRdungbeetles", "SRmillipedes", "SRcollembola")),
+data.frame(tlevel = "Predators",
+groups = c("SRspiders", "SRheteroptera", "SRotheraculeata",
+"SRparasitoids", "SRothercoleoptera")),
+data.frame(tlevel = "Flying predatores",
+groups = c("SRbats", "SRbirds")),
+data.frame(tlevel = "Generalist",
+groups = c("SRmammals", "SRanimals", "SRsyrphids", "SRants", "SSRsnails")))
+trophic_levels
+install.packages("link2GI")
+library(link2GI)
+?setproj
+?initproj
+?initProj

From 17e8b6a480819e2ce54811b1869164564c81aff7 Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Sun, 14 Oct 2018 17:31:20 +0200
Subject: [PATCH 17/65] Update

---
 src/.Rhistory            | 910 +++++++++++++++++++--------------------
 src/080_predict_biodiv.R |   4 +-
 2 files changed, 458 insertions(+), 456 deletions(-)

diff --git a/src/.Rhistory b/src/.Rhistory
index 83cdd60..c7d1a65 100644
--- a/src/.Rhistory
+++ b/src/.Rhistory
@@ -1,458 +1,3 @@
-shannon=FALSE,
-debugging=TRUE,
-simplify=3)
-raor = setValues(r[[1]], raomatrix[[1]])
-names(raor) = productid
-saveRDS(raor, file = paste0(path_hyp_raoq,
-productid, "_", w, ".rds"))
-}
-}
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-path_hyp_specidcs = paste0(path_data, "/050_hypspec_specidcs/")
-dir.create(paste0(path_hyp_specidcs), showWarnings = FALSE)
-# Compute mean distance from centroid on original band stack
-hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE),
-list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
-h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
-i = !
-i = 1
-filename = basename(hd_files[i])
-filename
-productid = paste0(substr(filename, 1, nchar(filename)-4), "_mdc")
-productid
-r = readRDS(hd_files[[i]])
-r
-kmeans(r)
-?kmeans
-t = as .data.frame(r)
-t = as.data.frame(r)
-t
-t = getValues(r)
-dim(t)
-kmenas(t)
-kmeans(t)
-kmeans(t, centers = 1)
-kmeans(t, centers = 2)
-kmeans(t, centers = 1)
-kmeans(na.omit(t), centers = 1)
-na.omit(t)
-dim(na.omit(t))
-dim(t)
-plot(t)
-plot(r)
-plot(r[[108]])
-plot(r[[100]])
-km = kmeans(na.omit(r), center = 1)
-km = kmeans(na.omit(getValues(r)), center = 1)
-km
-rds = na.omit(getValues(r))
-km = kmeans(rds, center = 1)
-sqrt(rowSums(rds - fitted(km))**2)
-kmd = sqrt(rowSums(rds - fitted(km))**2)
-plot(kmd)
-mean(kmd)
-sd(kmd)
-var(kmd)
-mean(kmd)
-sd(kmd)
-head(rds)
-rds[1, ]
-fitted(km)
-str(km)
-rds - fitted(km)
-rds-km
-rds-fitted(km)
-rds[1, ]
-kmd
-r
-rds = getValues(r)
-which(is.na(rds))
-is.na(rds)
-head(rds)
-rds_na = which(is.na(rds))
-rds_na
-rds = getValues(r)
-complete.cases(rds)
-which(complete.cases(rds))
-cc = which(complete.cases(rds))
-rds_cc = rds[cc, ]
-dim(rds_cc)
-km = kmeans(rds_cc, center = 1)
-kmd = sqrt(rowSums(rds_cc - fitted(km))**2)
-?setValues
-rds_km = rds
-str(kmd)
-rds_kmd = rds[, 1]
-rds_kmd
-rds_kmd[cc] = kmd
-rds_kmd = setValues(r[[1]], rds_kmd)
-plot(rds_kmd)
-mean(getValues(rds_kmd))
-mean(getValues(rds_kmd), na.rm = TRUE)
-sd(getValues(rds_kmd), na.rm = TRUE)
-rds = na.omit(getValues(r))
-km = kmeans(rds, center = 1)
-kmd = sqrt(rowSums(rds - fitted(km))**2)
-mean(kmd)
-sd(kmd)
-rds_kmd
-names(rds_kmd) = productid
-rds_kmd
-productid = paste0(substr(filename, 1, nchar(filename)-4), "_kmdc")
-names(rds_kmd) = productid
-# Compute mean distance from centroid on original band stack
-hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE),
-list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
-hd_files
-i = 7
-n
-filename = basename(hd_files[i])
-filename
-productid = paste0(substr(filename, 1, nchar(filename)-4), "_kmdc")
-r = readRDS(hd_files[[i]])
-rds = getValues(r)
-cc = which(complete.cases(rds))
-rds_cc = rds[cc, ]
-summary(rds_cc)
-dim(rds_cc)
-all_na = grep(ncell(r), summary(r)[6,])
-r
-r = readRDS(hd_files[[i]])
-all_na = grep(ncell(r), summary(r)[6,])
-ncell(r)
-summary(r)[6,]
-r
-all_na = grep(ncell(r), summary(getValues(r))[6,])
-all_na
-i = 6
-filename = basename(hd_files[i])
-productid = paste0(substr(filename, 1, nchar(filename)-4), "_kmdc")
-r = readRDS(hd_files[[i]])
-rds = getValues(r)
-all_na = grep(ncell(r), summary(getValues(r))[6,])
-all_na
-hd_files = list.files(path_hyp_aio, recursive = FALSE, full.names = TRUE)
-f = hd_files[i]
-plotid = substr(basename(f), 1, 4)
-r = readRDS(f)
-nl = nlayers(r)
-all_na = grep(ncell(r), summary(r)[6,])
-all_na
-plotid
-# Compute mean distance from centroid on original band stack
-hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE),
-list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
-filename = basename(hd_files[i])
-filename
-productid = paste0(substr(filename, 1, nchar(filename)-4), "_kmdc")
-productid
-r
-r = readRDS(hd_files[[i]])
-r
-summary(r[[149]])
-summary(r[[148]])
-all_na = grep(ncell(r), summary(getValues(r))[6,])
-all_na
-ncell(r)
-summary(getValues(r))[6,]
-summary(r[[148]])
-all_na
-hd_files = list.files(path_hyp_aio, recursive = FALSE, full.names = TRUE)
-i
-f = hd_files[i]
-f
-plotid = substr(basename(f), 1, 4)
-r = readRDS(f)
-nl = nlayers(r)
-all_na = grep(ncell(r), summary(r)[6,])
-if(length(all_na) > 0){
-r = r[[-all_na]]
-} else {
-all_na = -1
-}
-all_na
-pca = rasterPCA(r)
-v = pca$model$sdev**2
-# Continuous Significant Dimensionality
-csd = round(sum(sapply(v, function(x){min(x,1)})), 0)
-use = seq(csd)
-log = list(file = basename(f), all_na = all_na, csd = csd)
-pcai = t(t(as.matrix(pca$map)[, use] %*% t(pca$model$loadings)[use, ]) + pca$model$center)
-tmp = r[[1]]
-pcair = stack(lapply(seq(ncol(pcai)), function(i){
-setValues(tmp, pcai[, i])
-}))
-pcair
-if(all_na == 1){
-pcair = stack(setValues(tmp, rep(NA, ncell(tmp))), pcair)
-} else if(all_na > 1){
-pcair = stack(pcair[[1:(all_na-1)]],
-setValues(tmp, rep(NA, ncell(tmp))),
-pcair[[(all_na):nlayers(pcair)]])
-}
-pcair
-names(pcair) = paste0(plotid, "_pcai_", seq(nl))
-all_na
-pcair[[149]]
-# Compute mean distance from centroid on original band stack
-hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE),
-list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
-i = 6
-filename = basename(hd_files[i])
-productid = paste0(substr(filename, 1, nchar(filename)-4), "_kmdc")
-r = readRDS(hd_files[[i]])
-r[[149]]
-rds = getValues(r)
-all_na = grep(ncell(r), summary(getValues(r))[6,])
-all_na
-ncell(r)
-summary(getValues(r))[6,]
-all_na = grep(ncell(r), summary(getValues(r))[7,])
-all_na
-summary(r)
-summary(brick(r))
-summary(getValues(r))
-nrow(rds)
-all_na = grep(nrow(rds), summary(rds)[7,])
-all_na
-if(length(all_na) > 0){
-r = r[[-all_na]]
-} else {
-all_na = -1
-}
-cc = which(complete.cases(rds))
-rds_cc = rds[cc, ]
-km = kmeans(rds_cc, center = 1)
-kmd = sqrt(rowSums(rds_cc - fitted(km))**2)
-str(rds)
-rds = rds[[,-all_na]]
-all_na
-rds[, 1]
-rds[, -149]
-all_na
-r = readRDS(hd_files[[i]])
-rds = getValues(r)
-all_na = grep(nrow(rds), summary(rds)[7,])
-if(length(all_na) > 0){
-rds = rds[,-all_na]
-} else {
-all_na = -1
-}
-dim(rds)
-cc = which(complete.cases(rds))
-rds_cc = rds[cc, ]
-km = kmeans(rds_cc, center = 1)
-kmd = sqrt(rowSums(rds_cc - fitted(km))**2)
-rds_kmd = rds[, 1]
-rds_kmd[cc] = kmd
-rds_kmd = setValues(r[[1]], rds_kmd)
-mean(rds_kmd)
-mean(getValues(rds_kmd))
-mean(getValues(rds_kmd), na.rm = TRUE)
-sd(getValues(rds_kmd), na.rm = TRUE)
-plot(rds)
-plot(rds_kmd)
-names(rds_kmd) = productid
-i = 100
-productid
-filename = basename(hd_files[i])
-productid = paste0(substr(filename, 1, nchar(filename)-4), "_kmdc")
-productid
-# Compute mean distance from centroid on original band stack and
-# scaled vegetation inidces stack
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-if(length(showConnections()) == 0){
-cores = 2
-cl = parallel::makeCluster(cores)
-doParallel::registerDoParallel(cl)
-}
-dir.create(paste0(path_hyp_specidcs), showWarnings = FALSE)
-# Compute mean distance from centroid on original band stack
-hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE),
-list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
-h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
-foreach (i = seq(length(hd_files))) %dopar% {
-filename = basename(hd_files[i])
-productid = paste0(substr(filename, 1, nchar(filename)-4), "_kmdc")
-r = readRDS(hd_files[[i]])
-rds = getValues(r)
-all_na = grep(nrow(rds), summary(rds)[7,])
-if(length(all_na) > 0){
-rds = rds[,-all_na]
-} else {
-all_na = -1
-}
-cc = which(complete.cases(rds))
-rds_cc = rds[cc, ]
-km = kmeans(rds_cc, center = 1)
-kmd = sqrt(rowSums(rds_cc - fitted(km))**2)
-rds_kmd = rds[, 1]
-rds_kmd[cc] = kmd
-rds_kmd = setValues(r[[1]], rds_kmd)
-names(rds_kmd) = productid
-saveRDS(rds_kmd, file=paste0(path_hyp_specidcs, productid, ".rds"))
-}
-stopCluster(cl)
-# Set path ---------------------------------------------------------------------
-if(Sys.info()["sysname"] == "Windows"){
-filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/"
-} else {
-filepath_base = "/media/permanent/active/KI-Hyperspec/"
-}
-filepath_source = paste0(filepath_base, "HySpec_KiLi/src/001_functions.R")
-path_data = paste0(filepath_base, "/data/")
-path_biodiv = paste0(path_data, "/biodiv/")
-path_hyp_org = paste0(path_data, "/020_hypspec_org/")
-path_hyp_aio = paste0(path_data, "/025_hypspec_aio/")
-path_hyp_nrm = paste0(path_data, "/030_hypspec_nrm/")
-path_hyp_vegidcs = paste0(path_data, "/040_hypspec_vegidcs/")
-path_hyp_kmdc = paste0(path_data, "/050_hypspec_kmdc/")
-path_hyp_raoq = paste0(path_data, "/060_hypspec_raoq/")
-path_plots = paste0(path_data, "/plots/")
-path_rdata = paste0(path_data, "/rdata/")
-path_meta = paste0(path_data, "/meta/")
-path_temp = paste0(path_data, "/temp/")
-path_output = paste0(path_data, "/output/")
-path_vis = paste0(path_data, "/vis/")
-# Set libraries ----------------------------------------------------------------
-library(biodivTools) # devtools::install_github("environmentalinformatics-marburg/biodivTools")
-library(CAST)
-library(doParallel)
-library(grid)
-library(gridExtra)
-# library(gpm)
-library(hsdar)
-# library(lavaan)
-# library(rPointDB)
-library(rgeos)
-library(ggplot2)
-library(mapview)
-# library(metTools)  # devtools::install_github("environmentalinformatics-marburg/metTools")
-library(raster)
-library(RStoolbox)
-library(reshape2)
-library(rgdal)
-# library(satellite)
-library(satelliteTools)  # devtools::install_github("environmentalinformatics-marburg/satelliteTools")
-# library(semPlot)
-library(sp)
-library(spacetime)
-# library(vegan)
-# library(yaml)
-# Other settings ---------------------------------------------------------------
-source(filepath_source)
-rasterOptions(tmpdir = path_temp)
-saga_cmd = "C:/OSGeo4W64/apps/saga-ltr/saga_cmd.exe"
-# initOTB("C:/OSGeo4W64/bin/")
-initOTB("C:/OSGeo4W64/OTB-6.2.0-Win64/bin/")
-# Compute mean distance from centroid on original band stack and
-# scaled vegetation inidces stack
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-if(length(showConnections()) == 0){
-cores = 2
-cl = parallel::makeCluster(cores)
-doParallel::registerDoParallel(cl)
-}
-dir.create(paste0(path_hyp_kmdc), showWarnings = FALSE)
-# Compute mean distance from centroid on original band stack
-hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE),
-list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
-h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
-foreach (i = seq(length(hd_files)), .packages = c("raster")) %dopar% {
-filename = basename(hd_files[i])
-productid = paste0(substr(filename, 1, nchar(filename)-4), "_kmdc")
-r = readRDS(hd_files[[i]])
-rds = getValues(r)
-all_na = grep(nrow(rds), summary(rds)[7,])
-if(length(all_na) > 0){
-rds = rds[,-all_na]
-} else {
-all_na = -1
-}
-cc = which(complete.cases(rds))
-rds_cc = rds[cc, ]
-km = kmeans(rds_cc, center = 1)
-kmd = sqrt(rowSums(rds_cc - fitted(km))**2)
-rds_kmd = rds[, 1]
-rds_kmd[cc] = kmd
-rds_kmd = setValues(r[[1]], rds_kmd)
-names(rds_kmd) = productid
-saveRDS(rds_kmd, file=paste0(path_hyp_kmdc, productid, ".rds"))
-}
-stopCluster(cl)
-hd_files
-# Compute mean distance from centroid on original band stack and
-# scaled vegetation inidces stack
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-if(length(showConnections()) == 0){
-cores = 3
-cl = parallel::makeCluster(cores)
-doParallel::registerDoParallel(cl)
-}
-dir.create(paste0(path_hyp_kmdc), showWarnings = FALSE)
-# Compute mean distance from centroid on original band stack
-hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE),
-list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
-h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
-foreach (i = seq(length(hd_files)), .packages = c("raster")) %dor% {
-filename = basename(hd_files[i])
-productid = paste0(substr(filename, 1, nchar(filename)-4), "_kmdc")
-r = readRDS(hd_files[[i]])
-rds = getValues(r)
-all_na = grep(nrow(rds), summary(rds)[7,])
-if(length(all_na) > 0){
-rds = rds[,-all_na]
-} else {
-all_na = -1
-}
-cc = which(complete.cases(rds))
-rds_cc = rds[cc, ]
-km = kmeans(rds_cc, center = 1)
-kmd = sqrt(rowSums(rds_cc - fitted(km))**2)
-rds_kmd = rds[, 1]
-rds_kmd[cc] = kmd
-rds_kmd = setValues(r[[1]], rds_kmd)
-names(rds_kmd) = productid
-saveRDS(rds_kmd, file=paste0(path_hyp_kmdc, productid, ".rds"))
-}
-stopCluster(cl)
-stopCluster(cl)
-stopCluster(cl)
-# Compute mean distance from centroid on original band stack and
-# scaled vegetation inidces stack
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-if(length(showConnections()) == 0){
-cores = 3
-cl = parallel::makeCluster(cores)
-doParallel::registerDoParallel(cl)
-}
-dir.create(paste0(path_hyp_kmdc), showWarnings = FALSE)
-# Compute mean distance from centroid on original band stack
-hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE),
-list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
-h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
-foreach (i = seq(length(hd_files)), .packages = c("raster")) %do% {
-filename = basename(hd_files[i])
-productid = paste0(substr(filename, 1, nchar(filename)-4), "_kmdc")
-r = readRDS(hd_files[[i]])
-rds = getValues(r)
-all_na = grep(nrow(rds), summary(rds)[7,])
-if(length(all_na) > 0){
-rds = rds[,-all_na]
-} else {
-all_na = -1
-}
-cc = which(complete.cases(rds))
-rds_cc = rds[cc, ]
-km = kmeans(rds_cc, center = 1)
-kmd = sqrt(rowSums(rds_cc - fitted(km))**2)
-rds_kmd = rds[, 1]
-rds_kmd[cc] = kmd
-rds_kmd = setValues(r[[1]], rds_kmd)
-names(rds_kmd) = productid
-saveRDS(rds_kmd, file=paste0(path_hyp_kmdc, productid, ".rds"))
-}
-stopCluster(cl)
 stopCluster(cl)
 # Compute mean distance from centroid on original band stack and
 # scaled vegetation inidces stack
@@ -510,3 +55,458 @@ library(link2GI)
 ?setproj
 ?initproj
 ?initProj
+library(link2GI)
+?initProj
+envrmt = initProj(projRootDir = base_path, GRASSlocation = "data/grass",
+projFolders = folders, prefix = "path_", global = FALSE)
+base_path = "C:/Users/tnauss/permanent/edu/msc-phygeo-envinsys-plygrnd"
+envrmt = initProj(projRootDir = base_path, GRASSlocation = "data/grass",
+projFolders = folders, prefix = "path_", global = FALSE)
+envrmt = initProj(projRootDir = base_path, GRASSlocation = "data/grass",
+projFolders = folders, path_prefix = "path_", global = FALSE)
+folders = c("data/", "data/aerial", "data/lidar", "data/grass", "data/tmp", "data/rdata", "data/results", "run", "log")
+base_path = "C:/Users/tnauss/permanent/edu/msc-phygeo-envinsys-plygrnd"
+envrmt = initProj(projRootDir = base_path, GRASSlocation = "data/grass",
+projFolders = folders, path_prefix = "path_", global = FALSE)
+envrmt
+folders = c("data/", "data/aerial/", "data/lidar/", "data/grass/", "data/tmp/", "data/rdata/", "data/results/", "run/", "log/")
+envrmt = initProj(projRootDir = base_path, GRASSlocation = "data/grass",
+projFolders = folders, path_prefix = "path_", global = FALSE)
+envrmt
+lsf.str("package:link2GI")
+?add2Path
+=checkPCDomain
+?checkPCDomain
+?findGRASS
+findGRASS
+findGRASS()
+findGRASS(searchLocation = "C:/OSGeo4W64/apps/grass")
+findGRASS(searchLocation = "C:\OSGeo4W64/apps/grass")
+findGRASS(searchLocation = "C:/OSGeo4W64/apps/grass")
+findGRASS(searchLocation = "C:/OSGeo4W64/apps/grass")
+?linkGrass
+?linkGRASS7
+?findGrass
+?findGRASS
+t = "C:/Users/tnauss/"
+t %in% paste0(LETTERS,":")
+paste0(LETTERS, ":")
+grass_path = findGrass()
+grass_path = findGRASS()
+grass_path
+searchLocation = t
+t
+paste0(LETTERS,":") %in% searchLocation
+grep(paste0(LETTERS,":"), searchLocation)
+grep(searchLocation, paste0(LETTERS,":"))
+pmatch(searchLocation, paste0(LETTERS,":"))
+regexpr(searchLocation, paste0(LETTERS,":"))
+?regexpr
+gregexpr(searchLocation, paste0(LETTERS,":"))
+paste(LETTERS,":", collapse="|")
+grep(searchLocation, paste(LETTERS,":", collapse="|"))
+grep(paste(LETTERS,":", collapse="|"), searchLocation)
+paste(LETTERS,":", collapse="|")
+searchLocation
+grepl(paste(LETTERS,":", collapse="|"), searchLocation)
+grepl(paste(LETTERS,":", collapse=" | "), searchLocation)
+searchLocation = "C:"
+grepl(paste(LETTERS,":", collapse=" | "), searchLocation)
+paste(LETTERS,":", collapse=" | ")
+paste(LETTERS,":", collapse="| ")
+paste(LETTERS,":", collapse=" |")
+paste(LETTERS,":", collapse="|")
+?paste
+paste(LETTERS,":", sep = "", collapse=" | ")
+grepl(paste(LETTERS,":", sep = "", collapse=" | "), searchLocation)
+grepl(paste(LETTERS,":", sep = "", collapse="|"), searchLocation)
+searchLocation = t
+grepl(paste(LETTERS,":", sep = "", collapse="|"), searchLocation)
+grep(paste(LETTERS,":", sep = "", collapse="|"), searchLocation)
+searchLocation
+grep(paste(LETTERS,":", sep = "", collapse="|"), searchLocation)
+searchLocation = "C/test"
+grep(paste(LETTERS,":", sep = "", collapse="|"), searchLocation)
+grepl(paste(LETTERS,":", sep = "", collapse="|"), searchLocation)
+?paste0
+grepl(paste0(LETTERS,":", collapse="|"), searchLocation)
+searchLocation = "C:/test"
+grepl(paste0(LETTERS,":", collapse="|"), searchLocation)
+?findGRASS
+grass_path
+saga_path = findSAGA()
+saga_path = findSAGA()
+```
+saga_path
+otb_path = findOTB()
+otb_path
+envrmt
+?base_path
+?initProj
+tempdir()
+library(link2GI)
+?initProj
+filepath_base = "C:/Users/tnauss/permanent/edu/msc-phygeo-envinsys-plygrnd"
+# Set project specific subfolders
+project_folders = c("data/", "data/aerial/", "data/lidar/", "data/grass/",
+"data/tmp/", "run/", "log/")
+envrmt = initProj(projRootDir = filepath_base, GRASSlocation = "data/grass",
+projFolders = folders, path_prefix = "path_", global = FALSE)
+envrmt = initProj(projRootDir = filepath_base, GRASSlocation = "data/grass",
+projFolders = project_folders, path_prefix = "path_",
+global = FALSE)
+print(envrmt)
+print(unlist(envrmt))
+print(as.table(envrmt))
+print(as.table(unlist(envrmt)))
+print(envrmt)
+print(envrmt)[1:3]
+print(envrmt[1:3])
+knitr::opts_chunk$set(echo = TRUE)
+knitr::opts_chunk$set(fig.path='{{ site.baseurl }}/assets/images/rmd_images/e01-01/')
+Setting up a project environment always requires the definition of different folder pathes and the loading of necessary R packages and additional functions. If additional software like GIS should also be accessible, respective binaries and software environments must be linked, too.
+envrmt$path_data_temp
+envrmt$path_data_tmp
+envrmt = initProj(projRootDir = filepath_base, GRASSlocation = "data/grass",
+projFolders = project_folders, path_prefix = "path_",
+global = FALSE)
+# Set libraries ----------------------------------------------------------------
+libs
+# Set libraries ----------------------------------------------------------------
+libs = c(raster,
+rgdal,
+sp)
+# Set libraries ----------------------------------------------------------------
+libs = c("raster",
+"rgdal",
+"sp")
+lapply(libs, require, character.only = TRUE)
+knitr::opts_chunk$set(echo = TRUE)
+knitr::opts_chunk$set(fig.path='{{ site.baseurl }}/assets/images/rmd_images/e01-01/')
+grass_path
+?findGRASS
+# Move markdown files and related figures to jekyll
+files = list.files(dirname(rstudioapi::getActiveDocumentContext()$path),
+recursive = TRUE, full.names = TRUE)
+# Copy MD files
+md_files = files[grep("\\.md$", files)]
+target_folder = paste0(substr(md_files[1], 1, gregexpr(pattern ='staging', md_files[1])[[1]][1]-1),
+"docs/_includes/")
+dir.create(target_folder, showWarnings = FALSE)
+for(f in md_files){
+f_in = readLines(f)
+title_line = grep("title:", f_in)
+header_start = grep("---", f_in)[1]
+header_end = grep("---", f_in)[2]
+new_header = c(f_in[header_start], f_in[title_line], "toc: true",
+"toc_label: In this example", f_in[header_end])
+if(!is.na(header_end)){
+f_in = c(new_header, f_in[-seq(header_end)])
+fc = file(f, "w")
+writeLines(f_in, fc)
+close(fc)
+}
+file.copy(from=f, to=target_folder,
+overwrite = TRUE, recursive = TRUE,
+copy.mode = TRUE)
+}
+# Copy RMD figures
+rmd_image_folder = dirname(files[grep("rmd_images", files)])
+target_folder = paste0(substr(rmd_image_folder[1], 1, gregexpr(pattern ='staging', rmd_image_folder[1])[[1]][1]-1),
+"docs/assets/images/rmd_images/")
+dir.create(target_folder, showWarnings = FALSE)
+for(f in rmd_image_folder){
+file.copy(from=f, to=target_folder,
+overwrite = TRUE, recursive = TRUE,
+copy.mode = TRUE)
+}
+# Clean up
+unlink(rmd_image_folder, recursive = TRUE)
+file.remove(md_files)
+html_files = files[grep("\\.html$", files)]
+file.remove(html_files)
+# Move markdown files and related figures to jekyll
+files = list.files(dirname(rstudioapi::getActiveDocumentContext()$path),
+recursive = TRUE, full.names = TRUE)
+files
+# Copy MD files
+md_files = files[grep("\\.md$", files)]
+md_files
+target_folder = paste0(substr(md_files[1], 1, gregexpr(pattern ='staging', md_files[1])[[1]][1]-1),
+"docs/_includes/")
+target_folder
+target_folder = paste0(substr(md_files[1], 1, gregexpr(pattern ='staging', md_files[1])[[1]][1]-1),
+"docs/_includes/")
+dir.create(target_folder, showWarnings = FALSE)
+for(f in md_files){
+f_in = readLines(f)
+title_line = grep("title:", f_in)
+header_start = grep("---", f_in)[1]
+header_end = grep("---", f_in)[2]
+new_header = c(f_in[header_start], f_in[title_line], "toc: true",
+"toc_label: In this example", f_in[header_end])
+if(!is.na(header_end)){
+f_in = c(new_header, f_in[-seq(header_end)])
+fc = file(f, "w")
+writeLines(f_in, fc)
+close(fc)
+}
+file.copy(from=f, to=target_folder,
+overwrite = TRUE, recursive = TRUE,
+copy.mode = TRUE)
+}
+# Copy RMD figures
+rmd_image_folder = dirname(files[grep("rmd_images", files)])
+target_folder = paste0(substr(rmd_image_folder[1], 1, gregexpr(pattern ='staging', rmd_image_folder[1])[[1]][1]-1),
+"docs/assets/images/rmd_images/")
+dir.create(target_folder, showWarnings = FALSE)
+for(f in rmd_image_folder){
+file.copy(from=f, to=target_folder,
+overwrite = TRUE, recursive = TRUE,
+copy.mode = TRUE)
+}
+# Clean up
+unlink(rmd_image_folder, recursive = TRUE)
+file.remove(md_files)
+html_files = files[grep("\\.html$", files)]
+file.remove(html_files)
+# Move markdown files and related figures to jekyll
+files = list.files(dirname(rstudioapi::getActiveDocumentContext()$path),
+recursive = TRUE, full.names = TRUE)
+# Copy MD files
+md_files = files[grep("\\.md$", files)]
+target_folder = paste0(substr(md_files[1], 1, gregexpr(pattern ='staging', md_files[1])[[1]][1]-1),
+"docs/_includes/")
+dir.create(target_folder, showWarnings = FALSE)
+for(f in md_files){
+f_in = readLines(f)
+title_line = grep("title:", f_in)
+header_start = grep("---", f_in)[1]
+header_end = grep("---", f_in)[2]
+new_header = c(f_in[header_start], f_in[title_line], "toc: true",
+"toc_label: In this example", f_in[header_end])
+if(!is.na(header_end)){
+f_in = c(new_header, f_in[-seq(header_end)])
+fc = file(f, "w")
+writeLines(f_in, fc)
+close(fc)
+}
+file.copy(from=f, to=target_folder,
+overwrite = TRUE, recursive = TRUE,
+copy.mode = TRUE)
+}
+# Copy RMD figures
+rmd_image_folder = dirname(files[grep("rmd_images", files)])
+target_folder = paste0(substr(rmd_image_folder[1], 1, gregexpr(pattern ='staging', rmd_image_folder[1])[[1]][1]-1),
+"docs/assets/images/rmd_images/")
+dir.create(target_folder, showWarnings = FALSE)
+for(f in rmd_image_folder){
+file.copy(from=f, to=target_folder,
+overwrite = TRUE, recursive = TRUE,
+copy.mode = TRUE)
+}
+# Clean up
+unlink(rmd_image_folder, recursive = TRUE)
+file.remove(md_files)
+html_files = files[grep("\\.html$", files)]
+file.remove(html_files)
+# Move markdown files and related figures to jekyll
+files = list.files(dirname(rstudioapi::getActiveDocumentContext()$path),
+recursive = TRUE, full.names = TRUE)
+# Copy MD files
+md_files = files[grep("\\.md$", files)]
+target_folder = paste0(substr(md_files[1], 1, gregexpr(pattern ='staging', md_files[1])[[1]][1]-1),
+"docs/_includes/")
+dir.create(target_folder, showWarnings = FALSE)
+for(f in md_files){
+f_in = readLines(f)
+title_line = grep("title:", f_in)
+header_start = grep("---", f_in)[1]
+header_end = grep("---", f_in)[2]
+new_header = c(f_in[header_start], f_in[title_line], "toc: true",
+"toc_label: In this example", f_in[header_end])
+if(!is.na(header_end)){
+f_in = c(new_header, f_in[-seq(header_end)])
+fc = file(f, "w")
+writeLines(f_in, fc)
+close(fc)
+}
+file.copy(from=f, to=target_folder,
+overwrite = TRUE, recursive = TRUE,
+copy.mode = TRUE)
+}
+# Copy RMD figures
+rmd_image_folder = dirname(files[grep("rmd_images", files)])
+target_folder = paste0(substr(rmd_image_folder[1], 1, gregexpr(pattern ='staging', rmd_image_folder[1])[[1]][1]-1),
+"docs/assets/images/rmd_images/")
+dir.create(target_folder, showWarnings = FALSE)
+for(f in rmd_image_folder){
+file.copy(from=f, to=target_folder,
+overwrite = TRUE, recursive = TRUE,
+copy.mode = TRUE)
+}
+# Clean up
+unlink(rmd_image_folder, recursive = TRUE)
+file.remove(md_files)
+html_files = files[grep("\\.html$", files)]
+file.remove(html_files)
+# Move markdown files and related figures to jekyll
+files = list.files(dirname(rstudioapi::getActiveDocumentContext()$path),
+recursive = TRUE, full.names = TRUE)
+# Copy MD files
+md_files = files[grep("\\.md$", files)]
+target_folder = paste0(substr(md_files[1], 1, gregexpr(pattern ='staging', md_files[1])[[1]][1]-1),
+"docs/_includes/")
+dir.create(target_folder, showWarnings = FALSE)
+for(f in md_files){
+f_in = readLines(f)
+title_line = grep("title:", f_in)
+header_start = grep("---", f_in)[1]
+header_end = grep("---", f_in)[2]
+new_header = c(f_in[header_start], f_in[title_line], "toc: true",
+"toc_label: In this example", f_in[header_end])
+if(!is.na(header_end)){
+f_in = c(new_header, f_in[-seq(header_end)])
+fc = file(f, "w")
+writeLines(f_in, fc)
+close(fc)
+}
+file.copy(from=f, to=target_folder,
+overwrite = TRUE, recursive = TRUE,
+copy.mode = TRUE)
+}
+# Copy RMD figures
+rmd_image_folder = dirname(files[grep("rmd_images", files)])
+target_folder = paste0(substr(rmd_image_folder[1], 1, gregexpr(pattern ='staging', rmd_image_folder[1])[[1]][1]-1),
+"docs/assets/images/rmd_images/")
+dir.create(target_folder, showWarnings = FALSE)
+for(f in rmd_image_folder){
+file.copy(from=f, to=target_folder,
+overwrite = TRUE, recursive = TRUE,
+copy.mode = TRUE)
+}
+# Clean up
+unlink(rmd_image_folder, recursive = TRUE)
+file.remove(md_files)
+html_files = files[grep("\\.html$", files)]
+file.remove(html_files)
+# Move markdown files and related figures to jekyll
+files = list.files(dirname(rstudioapi::getActiveDocumentContext()$path),
+recursive = TRUE, full.names = TRUE)
+# Copy MD files
+md_files = files[grep("\\.md$", files)]
+target_folder = paste0(substr(md_files[1], 1, gregexpr(pattern ='staging', md_files[1])[[1]][1]-1),
+"docs/_includes/")
+dir.create(target_folder, showWarnings = FALSE)
+for(f in md_files){
+f_in = readLines(f)
+title_line = grep("title:", f_in)
+header_start = grep("---", f_in)[1]
+header_end = grep("---", f_in)[2]
+new_header = c(f_in[header_start], f_in[title_line], "toc: true",
+"toc_label: In this example", f_in[header_end])
+if(!is.na(header_end)){
+f_in = c(new_header, f_in[-seq(header_end)])
+fc = file(f, "w")
+writeLines(f_in, fc)
+close(fc)
+}
+file.copy(from=f, to=target_folder,
+overwrite = TRUE, recursive = TRUE,
+copy.mode = TRUE)
+}
+# Copy RMD figures
+rmd_image_folder = dirname(files[grep("rmd_images", files)])
+target_folder = paste0(substr(rmd_image_folder[1], 1, gregexpr(pattern ='staging', rmd_image_folder[1])[[1]][1]-1),
+"docs/assets/images/rmd_images/")
+dir.create(target_folder, showWarnings = FALSE)
+for(f in rmd_image_folder){
+file.copy(from=f, to=target_folder,
+overwrite = TRUE, recursive = TRUE,
+copy.mode = TRUE)
+}
+# Clean up
+unlink(rmd_image_folder, recursive = TRUE)
+file.remove(md_files)
+html_files = files[grep("\\.html$", files)]
+file.remove(html_files)
+# Move markdown files and related figures to jekyll
+files = list.files(dirname(rstudioapi::getActiveDocumentContext()$path),
+recursive = TRUE, full.names = TRUE)
+# Copy MD files
+md_files = files[grep("\\.md$", files)]
+target_folder = paste0(substr(md_files[1], 1, gregexpr(pattern ='staging', md_files[1])[[1]][1]-1),
+"docs/_includes/")
+dir.create(target_folder, showWarnings = FALSE)
+for(f in md_files){
+f_in = readLines(f)
+title_line = grep("title:", f_in)
+header_start = grep("---", f_in)[1]
+header_end = grep("---", f_in)[2]
+new_header = c(f_in[header_start], f_in[title_line], "toc: true",
+"toc_label: In this example", f_in[header_end])
+if(!is.na(header_end)){
+f_in = c(new_header, f_in[-seq(header_end)])
+fc = file(f, "w")
+writeLines(f_in, fc)
+close(fc)
+}
+file.copy(from=f, to=target_folder,
+overwrite = TRUE, recursive = TRUE,
+copy.mode = TRUE)
+}
+# Copy RMD figures
+rmd_image_folder = dirname(files[grep("rmd_images", files)])
+target_folder = paste0(substr(rmd_image_folder[1], 1, gregexpr(pattern ='staging', rmd_image_folder[1])[[1]][1]-1),
+"docs/assets/images/rmd_images/")
+dir.create(target_folder, showWarnings = FALSE)
+for(f in rmd_image_folder){
+file.copy(from=f, to=target_folder,
+overwrite = TRUE, recursive = TRUE,
+copy.mode = TRUE)
+}
+# Clean up
+unlink(rmd_image_folder, recursive = TRUE)
+file.remove(md_files)
+html_files = files[grep("\\.html$", files)]
+file.remove(html_files)
+# Move markdown files and related figures to jekyll
+files = list.files(dirname(rstudioapi::getActiveDocumentContext()$path),
+recursive = TRUE, full.names = TRUE)
+# Copy MD files
+md_files = files[grep("\\.md$", files)]
+target_folder = paste0(substr(md_files[1], 1, gregexpr(pattern ='staging', md_files[1])[[1]][1]-1),
+"docs/_includes/")
+dir.create(target_folder, showWarnings = FALSE)
+for(f in md_files){
+f_in = readLines(f)
+title_line = grep("title:", f_in)
+header_start = grep("---", f_in)[1]
+header_end = grep("---", f_in)[2]
+new_header = c(f_in[header_start], f_in[title_line], "toc: true",
+"toc_label: In this example", f_in[header_end])
+if(!is.na(header_end)){
+f_in = c(new_header, f_in[-seq(header_end)])
+fc = file(f, "w")
+writeLines(f_in, fc)
+close(fc)
+}
+file.copy(from=f, to=target_folder,
+overwrite = TRUE, recursive = TRUE,
+copy.mode = TRUE)
+}
+# Copy RMD figures
+rmd_image_folder = dirname(files[grep("rmd_images", files)])
+target_folder = paste0(substr(rmd_image_folder[1], 1, gregexpr(pattern ='staging', rmd_image_folder[1])[[1]][1]-1),
+"docs/assets/images/rmd_images/")
+dir.create(target_folder, showWarnings = FALSE)
+for(f in rmd_image_folder){
+file.copy(from=f, to=target_folder,
+overwrite = TRUE, recursive = TRUE,
+copy.mode = TRUE)
+}
+# Clean up
+unlink(rmd_image_folder, recursive = TRUE)
+file.remove(md_files)
+html_files = files[grep("\\.html$", files)]
+file.remove(html_files)
diff --git a/src/080_predict_biodiv.R b/src/080_predict_biodiv.R
index ef118cd..0444e05 100644
--- a/src/080_predict_biodiv.R
+++ b/src/080_predict_biodiv.R
@@ -19,13 +19,15 @@ comb = createIndexFolds(x = comb, nested_cv = FALSE)
 comb = trainModel(x = comb,
                   metric = "RMSE",
                   n_var = NULL, 
-                  mthd = "pls",
+                  mthd = "rf",
                   mode = "ffs",
                   seed_nbr = 11, 
                   cv_nbr = NULL,
                   var_selection = "indv",
                   filepath_tmp = NULL)
 
+saveRDS(comb, file = paste0(path_comb_gpm, "ki_hyperspec_biodiv_non_scaled_modell_rf.rds"))
 
+# saveRDS(comb, file = paste0(path_comb_gpm, "ki_hyperspec_biodiv_non_scaled_modell.rds"))
 
 stopCluster(cl)
\ No newline at end of file

From ac05dca6f10bede81d800fbf1f7fab1a39962966 Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Fri, 19 Oct 2018 08:14:23 +0200
Subject: [PATCH 18/65] Update

---
 src/.Rhistory                                 | 996 +++++++++---------
 src/000_set_environment.R                     |   7 +-
 src/070_comp_txtr.R                           |  37 +
 src/080_predict_biodiv.R                      |  33 -
 ..._predictors.R => 090_combine_predictors.R} |   7 +-
 ....R => 100_combine_predictores_biodiv_sr.R} |   4 +-
 ...> 120_combine_predictores_biodiv_tlevel.R} |   7 +
 src/200_predict_biodiv_sr.R                   |  41 +
 8 files changed, 594 insertions(+), 538 deletions(-)
 create mode 100644 src/070_comp_txtr.R
 delete mode 100644 src/080_predict_biodiv.R
 rename src/{070_combine_predictors.R => 090_combine_predictors.R} (90%)
 rename src/{075_combine_predictores_biodiv.R => 100_combine_predictores_biodiv_sr.R} (90%)
 rename src/{076_combine_predictores_biodiv_tlevel.R => 120_combine_predictores_biodiv_tlevel.R} (99%)
 create mode 100644 src/200_predict_biodiv_sr.R

diff --git a/src/.Rhistory b/src/.Rhistory
index c7d1a65..4e8db1d 100644
--- a/src/.Rhistory
+++ b/src/.Rhistory
@@ -1,512 +1,512 @@
-stopCluster(cl)
-# Compute mean distance from centroid on original band stack and
-# scaled vegetation inidces stack
+stack(unlist(txtr_gw, recursive = TRUE))
+names(stack(unlist(txtr_gw, recursive = TRUE)))
+txtr_wg = lapply(windows, function(w){
+txtr_g = lapply(n_grey, function(g){
+txtr = glcmTextures(r, kernel_size = w,
+stats = c("entropy", "homogeneity", "second_moment"),
+n_grey = g)
+names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
+return(txtr)
+})
+})
+stack(unlist(txtr_gw, recursive = TRUE))
+txtr_wg = lapply(windows, function(w){
+txtr_g = lapply(n_grey, function(g){
+txtr = glcmTextures(r, kernel_size = w,
+stats = c("entropy", "homogeneity", "second_moment"),
+n_grey = g)
+names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
+return(txtr)
+})
+})
+txtr_wg = lapply(windows, function(w){
+txtr_g = lapply(n_grey, function(g){
+txtr = glcmTextures(r, kernel_size = w,
+stats = c("entropy", "homogeneity", "second_moment"),
+n_grey = g)
+names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
+return(txtr)
+})
+})
+stopCluster
+stopCluster()
+txtr_wg = lapply(windows, function(w){
+txtr_g = lapply(n_grey, function(g){
+txtr = glcmTextures(r, kernel_size = w,
+stats = c("entropy", "homogeneity", "second_moment"),
+n_grey = g)
+names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
+return(txtr)
+})
+})
 source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-if(length(showConnections()) == 0){
-cores = 1
-cl = parallel::makeCluster(cores)
-doParallel::registerDoParallel(cl)
-}
-dir.create(paste0(path_hyp_kmdc), showWarnings = FALSE)
-# Compute mean distance from centroid on original band stack
-hd_files = c(list.files(path_hyp_nrm, recursive = FALSE, full.names = TRUE),
-list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE))
+# if(length(showConnections()) == 0){
+#   cores = 2
+#   cl = parallel::makeCluster(cores)
+#   doParallel::registerDoParallel(cl)
+# }
+dir.create(paste0(path_hyp_txtr), showWarnings = FALSE)
+hd_files = c(list.files(path_hyp_kmdc, recursive = FALSE, full.names = TRUE))
 h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
-foreach (i = seq(length(hd_files)), .packages = c("raster")) %do% {
-print(filename)
+windows = c(3, 11, 21, 31)
+n_grey = c(32, 128)
+i = 1
 filename = basename(hd_files[i])
-productid = paste0(substr(filename, 1, nchar(filename)-4), "_kmdc")
+productid = substr(filename, 1, nchar(filename)-4)
 r = readRDS(hd_files[[i]])
-rds = getValues(r)
-all_na = grep(nrow(rds), summary(rds)[7,])
-if(length(all_na) > 0){
-rds = rds[,-all_na]
+txtr_wg = lapply(windows, function(w){
+txtr_g = lapply(n_grey, function(g){
+txtr = glcmTextures(r, kernel_size = w,
+stats = c("entropy", "homogeneity", "second_moment"),
+n_grey = g)
+names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
+return(txtr)
+})
+})
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+# if(length(showConnections()) == 0){
+#   cores = 2
+#   cl = parallel::makeCluster(cores)
+#   doParallel::registerDoParallel(cl)
+# }
+dir.create(paste0(path_hyp_txtr), showWarnings = FALSE)
+hd_files = c(list.files(path_hyp_kmdc, recursive = FALSE, full.names = TRUE))
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+windows = c(3, 11, 21, 31)
+n_grey = c(32, 128)
+i = 1
+filename = basename(hd_files[i])
+productid = substr(filename, 1, nchar(filename)-4)
+r = readRDS(hd_files[[i]])
+txtr_wg = lapply(windows, function(w){
+txtr_g = lapply(n_grey, function(g){
+txtr = glcmTextures(r, kernel_size = w,
+stats = c("entropy", "homogeneity", "second_moment"),
+n_grey = g)
+names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
+return(txtr)
+})
+})
+txtr_wg
+stack(unlist(txtr_gw, recursive = TRUE))
+txtr_gw
+txtr_g
+txtr_wg
+stack(unlist(txtr_wg, recursive = TRUE))
+plot(txtr_wg)
+txtr_wg = stack(unlist(txtr_wg, recursive = TRUE))
+plot(txtr_wg)
+windows = c(3, 11, 21, 31, 41)
+n_grey = c(32)
+txtr_wg = lapply(windows, function(w){
+txtr_g = lapply(n_grey, function(g){
+txtr = glcmTextures(r, kernel_size = w,
+stats = c("entropy", "homogeneity", "second_moment"),
+n_grey = g)
+names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
+return(txtr)
+})
+})
+txtr_wg = stack(unlist(txtr_wg, recursive = TRUE))
+plot(txtr_wg)
+hd_files
+plot(r)
+plot(txtr_wg[[1]])
+plot(txtr_wg[[4]])
+plot(txtr_wg[[5]])
+mean(getValues(r), na.rm = TRUE)
+sd(getValues(r), na.rm = TRUE)/mean(getValues(r), na.rm = TRUE)
+sd(getValues(txtr_wg[[1]]), na.rm = TRUE)/mean(getValues(txtr_wg[[1]]), na.rm = TRUE)
+sd(getValues(txtr_wg[[2]]), na.rm = TRUE)/mean(getValues(txtr_wg[[2]]), na.rm = TRUE)
+sd(getValues(txtr_wg[[3]]), na.rm = TRUE)/mean(getValues(txtr_wg[[3]]), na.rm = TRUE)
+t = as.data.frame(txtr_wg)
+dim(t)
+as.matrix(t)
+cor(s.matrix(t))
+cor(as.matrix(t))
+c = cor(as.matrix(t))
+dim(c)
+library(corrplot)
+corrplot(c)
+c = cor(as.matrix(t), na.rm = TRUE)
+c = cor(as.matrix(t), ommit.na = TRUE)
+?cor
+c = cor(as.matrix(t), na.rm = TRUE)
+m = as.matrix(t)
+c = cor(m, na.rm = TRUE)
+m = as.matrix(complete.cases(t))
+c = cor(m, na.rm = TRUE)
+c = cor(m)
+corrplot(c)
+t
+t[complete.cases(t)]
+t[complete.cases(t),]
+corrplot(cor(as.matric(t[complete.cases(t),])))
+corrplot(cor(as.matrix(t[complete.cases(t),])))
+windows = c(3, 11, 21, 31)
+n_grey = c(32, 64)
+txtr_wg = lapply(windows, function(w){
+txtr_g = lapply(n_grey, function(g){
+txtr = glcmTextures(r, kernel_size = w,
+stats = c("entropy", "homogeneity", "second_moment"),
+n_grey = g)
+names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
+return(txtr)
+})
+})
+txtr_wg = stack(unlist(txtr_wg, recursive = TRUE))
+corrplot(cor(as.matric(t[complete.cases(t),])))
+corrplot(cor(as.matrix(t[complete.cases(t),])))
+windows = c(3, 11, 21, 31)
+n_grey = c(32, 64)
+txtr_wg = lapply(windows, function(w){
+txtr_g = lapply(n_grey, function(g){
+txtr = glcmTextures(r, kernel_size = w,
+stats = c("entropy", "homogeneity", "second_moment"),
+n_grey = g)
+names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
+return(txtr)
+})
+})
+txtr_wg = stack(unlist(txtr_wg, recursive = TRUE))
+txtr_wg
+stack(unlist(txtr_wg, recursive = TRUE))
+4*2*3
+txtr_wg = stack(unlist(txtr_wg, recursive = TRUE))
+corrplot(cor(as.matrix(txtr_wg)))
+corrplot(cor(as.matrix(as.data.frame(txtr_wg))))
+corrplot(cor(as.matrix(t[complete.cases(t),])))
+t = as.data.frame(txtr_wg)
+corrplot(cor(as.matrix(t[complete.cases(t),])))
+11/2
+31/2
+3/2
+txtr_wg
+path_hyp_txtr
+productid
+names(txtr_wg)
+# Set path ---------------------------------------------------------------------
+if(Sys.info()["sysname"] == "Windows"){
+filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/"
 } else {
-all_na = -1
+filepath_base = "/media/permanent/active/KI-Hyperspec/"
 }
-cc = which(complete.cases(rds))
-rds_cc = rds[cc, ]
-km = kmeans(rds_cc, center = 1)
-kmd = sqrt(rowSums(rds_cc - fitted(km))**2)
-rds_kmd = rds[, 1]
-rds_kmd[cc] = kmd
-rds_kmd = setValues(r[[1]], rds_kmd)
-names(rds_kmd) = productid
-saveRDS(rds_kmd, file=paste0(path_hyp_kmdc, productid, ".rds"))
-}
-trophic_levels = rbind(data.frame(tlevel = "Plants",
-groups = c("SRallplants", "SRasterids", "SRconifers", "SReudicots",
-"SRferns", "SRlycopodiopsida", "SRmagnoliids",
-"SRmonocots", "SRrosids")),
-data.frame(tlevel = "Herbivore",
-groups = c("SRbees", "SRmoths", "SRorthoptera")),
-data.frame(tlevel = "Decomposer",
-groups = c("SRdungbeetles", "SRmillipedes", "SRcollembola")),
-data.frame(tlevel = "Predators",
-groups = c("SRspiders", "SRheteroptera", "SRotheraculeata",
-"SRparasitoids", "SRothercoleoptera")),
-data.frame(tlevel = "Flying predatores",
-groups = c("SRbats", "SRbirds")),
-data.frame(tlevel = "Generalist",
-groups = c("SRmammals", "SRanimals", "SRsyrphids", "SRants", "SSRsnails")))
-trophic_levels
-install.packages("link2GI")
-library(link2GI)
-?setproj
-?initproj
-?initProj
-library(link2GI)
-?initProj
-envrmt = initProj(projRootDir = base_path, GRASSlocation = "data/grass",
-projFolders = folders, prefix = "path_", global = FALSE)
-base_path = "C:/Users/tnauss/permanent/edu/msc-phygeo-envinsys-plygrnd"
-envrmt = initProj(projRootDir = base_path, GRASSlocation = "data/grass",
-projFolders = folders, prefix = "path_", global = FALSE)
-envrmt = initProj(projRootDir = base_path, GRASSlocation = "data/grass",
-projFolders = folders, path_prefix = "path_", global = FALSE)
-folders = c("data/", "data/aerial", "data/lidar", "data/grass", "data/tmp", "data/rdata", "data/results", "run", "log")
-base_path = "C:/Users/tnauss/permanent/edu/msc-phygeo-envinsys-plygrnd"
-envrmt = initProj(projRootDir = base_path, GRASSlocation = "data/grass",
-projFolders = folders, path_prefix = "path_", global = FALSE)
-envrmt
-folders = c("data/", "data/aerial/", "data/lidar/", "data/grass/", "data/tmp/", "data/rdata/", "data/results/", "run/", "log/")
-envrmt = initProj(projRootDir = base_path, GRASSlocation = "data/grass",
-projFolders = folders, path_prefix = "path_", global = FALSE)
-envrmt
-lsf.str("package:link2GI")
-?add2Path
-=checkPCDomain
-?checkPCDomain
-?findGRASS
-findGRASS
-findGRASS()
-findGRASS(searchLocation = "C:/OSGeo4W64/apps/grass")
-findGRASS(searchLocation = "C:\OSGeo4W64/apps/grass")
-findGRASS(searchLocation = "C:/OSGeo4W64/apps/grass")
-findGRASS(searchLocation = "C:/OSGeo4W64/apps/grass")
-?linkGrass
-?linkGRASS7
-?findGrass
-?findGRASS
-t = "C:/Users/tnauss/"
-t %in% paste0(LETTERS,":")
-paste0(LETTERS, ":")
-grass_path = findGrass()
-grass_path = findGRASS()
-grass_path
-searchLocation = t
-t
-paste0(LETTERS,":") %in% searchLocation
-grep(paste0(LETTERS,":"), searchLocation)
-grep(searchLocation, paste0(LETTERS,":"))
-pmatch(searchLocation, paste0(LETTERS,":"))
-regexpr(searchLocation, paste0(LETTERS,":"))
-?regexpr
-gregexpr(searchLocation, paste0(LETTERS,":"))
-paste(LETTERS,":", collapse="|")
-grep(searchLocation, paste(LETTERS,":", collapse="|"))
-grep(paste(LETTERS,":", collapse="|"), searchLocation)
-paste(LETTERS,":", collapse="|")
-searchLocation
-grepl(paste(LETTERS,":", collapse="|"), searchLocation)
-grepl(paste(LETTERS,":", collapse=" | "), searchLocation)
-searchLocation = "C:"
-grepl(paste(LETTERS,":", collapse=" | "), searchLocation)
-paste(LETTERS,":", collapse=" | ")
-paste(LETTERS,":", collapse="| ")
-paste(LETTERS,":", collapse=" |")
-paste(LETTERS,":", collapse="|")
-?paste
-paste(LETTERS,":", sep = "", collapse=" | ")
-grepl(paste(LETTERS,":", sep = "", collapse=" | "), searchLocation)
-grepl(paste(LETTERS,":", sep = "", collapse="|"), searchLocation)
-searchLocation = t
-grepl(paste(LETTERS,":", sep = "", collapse="|"), searchLocation)
-grep(paste(LETTERS,":", sep = "", collapse="|"), searchLocation)
-searchLocation
-grep(paste(LETTERS,":", sep = "", collapse="|"), searchLocation)
-searchLocation = "C/test"
-grep(paste(LETTERS,":", sep = "", collapse="|"), searchLocation)
-grepl(paste(LETTERS,":", sep = "", collapse="|"), searchLocation)
-?paste0
-grepl(paste0(LETTERS,":", collapse="|"), searchLocation)
-searchLocation = "C:/test"
-grepl(paste0(LETTERS,":", collapse="|"), searchLocation)
-?findGRASS
-grass_path
-saga_path = findSAGA()
-saga_path = findSAGA()
-```
-saga_path
-otb_path = findOTB()
-otb_path
-envrmt
-?base_path
-?initProj
-tempdir()
-library(link2GI)
-?initProj
-filepath_base = "C:/Users/tnauss/permanent/edu/msc-phygeo-envinsys-plygrnd"
-# Set project specific subfolders
-project_folders = c("data/", "data/aerial/", "data/lidar/", "data/grass/",
-"data/tmp/", "run/", "log/")
-envrmt = initProj(projRootDir = filepath_base, GRASSlocation = "data/grass",
-projFolders = folders, path_prefix = "path_", global = FALSE)
-envrmt = initProj(projRootDir = filepath_base, GRASSlocation = "data/grass",
-projFolders = project_folders, path_prefix = "path_",
-global = FALSE)
-print(envrmt)
-print(unlist(envrmt))
-print(as.table(envrmt))
-print(as.table(unlist(envrmt)))
-print(envrmt)
-print(envrmt)[1:3]
-print(envrmt[1:3])
-knitr::opts_chunk$set(echo = TRUE)
-knitr::opts_chunk$set(fig.path='{{ site.baseurl }}/assets/images/rmd_images/e01-01/')
-Setting up a project environment always requires the definition of different folder pathes and the loading of necessary R packages and additional functions. If additional software like GIS should also be accessible, respective binaries and software environments must be linked, too.
-envrmt$path_data_temp
-envrmt$path_data_tmp
-envrmt = initProj(projRootDir = filepath_base, GRASSlocation = "data/grass",
-projFolders = project_folders, path_prefix = "path_",
-global = FALSE)
+filepath_source = paste0(filepath_base, "HySpec_KiLi/src/001_functions.R")
+path_data = paste0(filepath_base, "/data/")
+path_biodiv = paste0(path_data, "/biodiv/")
+path_hyp_org = paste0(path_data, "/020_hypspec_org/")
+path_hyp_aio = paste0(path_data, "/025_hypspec_aio/")
+path_hyp_nrm = paste0(path_data, "/030_hypspec_nrm/")
+path_hyp_vegidcs = paste0(path_data, "/040_hypspec_vegidcs/")
+path_hyp_kmdc = paste0(path_data, "/050_hypspec_kmdc/")
+path_hyp_raoq = paste0(path_data, "/060_hypspec_raoq/")
+path_hyp_glcm = paste0(path_data, "/070_hypspec_glcm/")
+path_hyp_pred = paste0(path_data, "/090_hypspec_pred/")
+path_comb_gpm_sr = paste0(path_data, "/100_comb_gpm_sr/")
+path_model_gpm = paste0(path_data, "/200_model_gpm_sr/")
+path_plots = paste0(path_data, "/plots/")
+path_rdata = paste0(path_data, "/rdata/")
+path_meta = paste0(path_data, "/meta/")
+path_temp = paste0(path_data, "/temp/")
+path_output = paste0(path_data, "/output/")
+path_vis = paste0(path_data, "/vis/")
 # Set libraries ----------------------------------------------------------------
-libs
-# Set libraries ----------------------------------------------------------------
-libs = c(raster,
-rgdal,
-sp)
-# Set libraries ----------------------------------------------------------------
-libs = c("raster",
-"rgdal",
-"sp")
-lapply(libs, require, character.only = TRUE)
-knitr::opts_chunk$set(echo = TRUE)
-knitr::opts_chunk$set(fig.path='{{ site.baseurl }}/assets/images/rmd_images/e01-01/')
-grass_path
-?findGRASS
-# Move markdown files and related figures to jekyll
-files = list.files(dirname(rstudioapi::getActiveDocumentContext()$path),
-recursive = TRUE, full.names = TRUE)
-# Copy MD files
-md_files = files[grep("\\.md$", files)]
-target_folder = paste0(substr(md_files[1], 1, gregexpr(pattern ='staging', md_files[1])[[1]][1]-1),
-"docs/_includes/")
-dir.create(target_folder, showWarnings = FALSE)
-for(f in md_files){
-f_in = readLines(f)
-title_line = grep("title:", f_in)
-header_start = grep("---", f_in)[1]
-header_end = grep("---", f_in)[2]
-new_header = c(f_in[header_start], f_in[title_line], "toc: true",
-"toc_label: In this example", f_in[header_end])
-if(!is.na(header_end)){
-f_in = c(new_header, f_in[-seq(header_end)])
-fc = file(f, "w")
-writeLines(f_in, fc)
-close(fc)
-}
-file.copy(from=f, to=target_folder,
-overwrite = TRUE, recursive = TRUE,
-copy.mode = TRUE)
-}
-# Copy RMD figures
-rmd_image_folder = dirname(files[grep("rmd_images", files)])
-target_folder = paste0(substr(rmd_image_folder[1], 1, gregexpr(pattern ='staging', rmd_image_folder[1])[[1]][1]-1),
-"docs/assets/images/rmd_images/")
-dir.create(target_folder, showWarnings = FALSE)
-for(f in rmd_image_folder){
-file.copy(from=f, to=target_folder,
-overwrite = TRUE, recursive = TRUE,
-copy.mode = TRUE)
-}
-# Clean up
-unlink(rmd_image_folder, recursive = TRUE)
-file.remove(md_files)
-html_files = files[grep("\\.html$", files)]
-file.remove(html_files)
-# Move markdown files and related figures to jekyll
-files = list.files(dirname(rstudioapi::getActiveDocumentContext()$path),
-recursive = TRUE, full.names = TRUE)
-files
-# Copy MD files
-md_files = files[grep("\\.md$", files)]
-md_files
-target_folder = paste0(substr(md_files[1], 1, gregexpr(pattern ='staging', md_files[1])[[1]][1]-1),
-"docs/_includes/")
-target_folder
-target_folder = paste0(substr(md_files[1], 1, gregexpr(pattern ='staging', md_files[1])[[1]][1]-1),
-"docs/_includes/")
-dir.create(target_folder, showWarnings = FALSE)
-for(f in md_files){
-f_in = readLines(f)
-title_line = grep("title:", f_in)
-header_start = grep("---", f_in)[1]
-header_end = grep("---", f_in)[2]
-new_header = c(f_in[header_start], f_in[title_line], "toc: true",
-"toc_label: In this example", f_in[header_end])
-if(!is.na(header_end)){
-f_in = c(new_header, f_in[-seq(header_end)])
-fc = file(f, "w")
-writeLines(f_in, fc)
-close(fc)
-}
-file.copy(from=f, to=target_folder,
-overwrite = TRUE, recursive = TRUE,
-copy.mode = TRUE)
-}
-# Copy RMD figures
-rmd_image_folder = dirname(files[grep("rmd_images", files)])
-target_folder = paste0(substr(rmd_image_folder[1], 1, gregexpr(pattern ='staging', rmd_image_folder[1])[[1]][1]-1),
-"docs/assets/images/rmd_images/")
-dir.create(target_folder, showWarnings = FALSE)
-for(f in rmd_image_folder){
-file.copy(from=f, to=target_folder,
-overwrite = TRUE, recursive = TRUE,
-copy.mode = TRUE)
-}
-# Clean up
-unlink(rmd_image_folder, recursive = TRUE)
-file.remove(md_files)
-html_files = files[grep("\\.html$", files)]
-file.remove(html_files)
-# Move markdown files and related figures to jekyll
-files = list.files(dirname(rstudioapi::getActiveDocumentContext()$path),
-recursive = TRUE, full.names = TRUE)
-# Copy MD files
-md_files = files[grep("\\.md$", files)]
-target_folder = paste0(substr(md_files[1], 1, gregexpr(pattern ='staging', md_files[1])[[1]][1]-1),
-"docs/_includes/")
-dir.create(target_folder, showWarnings = FALSE)
-for(f in md_files){
-f_in = readLines(f)
-title_line = grep("title:", f_in)
-header_start = grep("---", f_in)[1]
-header_end = grep("---", f_in)[2]
-new_header = c(f_in[header_start], f_in[title_line], "toc: true",
-"toc_label: In this example", f_in[header_end])
-if(!is.na(header_end)){
-f_in = c(new_header, f_in[-seq(header_end)])
-fc = file(f, "w")
-writeLines(f_in, fc)
-close(fc)
-}
-file.copy(from=f, to=target_folder,
-overwrite = TRUE, recursive = TRUE,
-copy.mode = TRUE)
-}
-# Copy RMD figures
-rmd_image_folder = dirname(files[grep("rmd_images", files)])
-target_folder = paste0(substr(rmd_image_folder[1], 1, gregexpr(pattern ='staging', rmd_image_folder[1])[[1]][1]-1),
-"docs/assets/images/rmd_images/")
-dir.create(target_folder, showWarnings = FALSE)
-for(f in rmd_image_folder){
-file.copy(from=f, to=target_folder,
-overwrite = TRUE, recursive = TRUE,
-copy.mode = TRUE)
-}
-# Clean up
-unlink(rmd_image_folder, recursive = TRUE)
-file.remove(md_files)
-html_files = files[grep("\\.html$", files)]
-file.remove(html_files)
-# Move markdown files and related figures to jekyll
-files = list.files(dirname(rstudioapi::getActiveDocumentContext()$path),
-recursive = TRUE, full.names = TRUE)
-# Copy MD files
-md_files = files[grep("\\.md$", files)]
-target_folder = paste0(substr(md_files[1], 1, gregexpr(pattern ='staging', md_files[1])[[1]][1]-1),
-"docs/_includes/")
-dir.create(target_folder, showWarnings = FALSE)
-for(f in md_files){
-f_in = readLines(f)
-title_line = grep("title:", f_in)
-header_start = grep("---", f_in)[1]
-header_end = grep("---", f_in)[2]
-new_header = c(f_in[header_start], f_in[title_line], "toc: true",
-"toc_label: In this example", f_in[header_end])
-if(!is.na(header_end)){
-f_in = c(new_header, f_in[-seq(header_end)])
-fc = file(f, "w")
-writeLines(f_in, fc)
-close(fc)
-}
-file.copy(from=f, to=target_folder,
-overwrite = TRUE, recursive = TRUE,
-copy.mode = TRUE)
-}
-# Copy RMD figures
-rmd_image_folder = dirname(files[grep("rmd_images", files)])
-target_folder = paste0(substr(rmd_image_folder[1], 1, gregexpr(pattern ='staging', rmd_image_folder[1])[[1]][1]-1),
-"docs/assets/images/rmd_images/")
-dir.create(target_folder, showWarnings = FALSE)
-for(f in rmd_image_folder){
-file.copy(from=f, to=target_folder,
-overwrite = TRUE, recursive = TRUE,
-copy.mode = TRUE)
-}
-# Clean up
-unlink(rmd_image_folder, recursive = TRUE)
-file.remove(md_files)
-html_files = files[grep("\\.html$", files)]
-file.remove(html_files)
-# Move markdown files and related figures to jekyll
-files = list.files(dirname(rstudioapi::getActiveDocumentContext()$path),
-recursive = TRUE, full.names = TRUE)
-# Copy MD files
-md_files = files[grep("\\.md$", files)]
-target_folder = paste0(substr(md_files[1], 1, gregexpr(pattern ='staging', md_files[1])[[1]][1]-1),
-"docs/_includes/")
-dir.create(target_folder, showWarnings = FALSE)
-for(f in md_files){
-f_in = readLines(f)
-title_line = grep("title:", f_in)
-header_start = grep("---", f_in)[1]
-header_end = grep("---", f_in)[2]
-new_header = c(f_in[header_start], f_in[title_line], "toc: true",
-"toc_label: In this example", f_in[header_end])
-if(!is.na(header_end)){
-f_in = c(new_header, f_in[-seq(header_end)])
-fc = file(f, "w")
-writeLines(f_in, fc)
-close(fc)
-}
-file.copy(from=f, to=target_folder,
-overwrite = TRUE, recursive = TRUE,
-copy.mode = TRUE)
-}
-# Copy RMD figures
-rmd_image_folder = dirname(files[grep("rmd_images", files)])
-target_folder = paste0(substr(rmd_image_folder[1], 1, gregexpr(pattern ='staging', rmd_image_folder[1])[[1]][1]-1),
-"docs/assets/images/rmd_images/")
-dir.create(target_folder, showWarnings = FALSE)
-for(f in rmd_image_folder){
-file.copy(from=f, to=target_folder,
-overwrite = TRUE, recursive = TRUE,
-copy.mode = TRUE)
-}
-# Clean up
-unlink(rmd_image_folder, recursive = TRUE)
-file.remove(md_files)
-html_files = files[grep("\\.html$", files)]
-file.remove(html_files)
-# Move markdown files and related figures to jekyll
-files = list.files(dirname(rstudioapi::getActiveDocumentContext()$path),
-recursive = TRUE, full.names = TRUE)
-# Copy MD files
-md_files = files[grep("\\.md$", files)]
-target_folder = paste0(substr(md_files[1], 1, gregexpr(pattern ='staging', md_files[1])[[1]][1]-1),
-"docs/_includes/")
-dir.create(target_folder, showWarnings = FALSE)
-for(f in md_files){
-f_in = readLines(f)
-title_line = grep("title:", f_in)
-header_start = grep("---", f_in)[1]
-header_end = grep("---", f_in)[2]
-new_header = c(f_in[header_start], f_in[title_line], "toc: true",
-"toc_label: In this example", f_in[header_end])
-if(!is.na(header_end)){
-f_in = c(new_header, f_in[-seq(header_end)])
-fc = file(f, "w")
-writeLines(f_in, fc)
-close(fc)
-}
-file.copy(from=f, to=target_folder,
-overwrite = TRUE, recursive = TRUE,
-copy.mode = TRUE)
-}
-# Copy RMD figures
-rmd_image_folder = dirname(files[grep("rmd_images", files)])
-target_folder = paste0(substr(rmd_image_folder[1], 1, gregexpr(pattern ='staging', rmd_image_folder[1])[[1]][1]-1),
-"docs/assets/images/rmd_images/")
-dir.create(target_folder, showWarnings = FALSE)
-for(f in rmd_image_folder){
-file.copy(from=f, to=target_folder,
-overwrite = TRUE, recursive = TRUE,
-copy.mode = TRUE)
+library(biodivTools) # devtools::install_github("environmentalinformatics-marburg/biodivTools")
+library(CAST)
+library(corrplot)
+library(doParallel)
+library(grid)
+library(gridExtra)
+library(gpm)  # devtools::install_github("environmentalinformatics-marburg/gpm")
+library(hsdar)
+# library(lavaan)
+# library(rPointDB)
+library(rgeos)
+library(ggplot2)
+library(mapview)
+# library(metTools)  # devtools::install_github("environmentalinformatics-marburg/metTools")
+library(raster)
+library(RStoolbox)
+library(reshape2)
+library(rgdal)
+# library(satellite)
+library(satelliteTools)  # devtools::install_github("environmentalinformatics-marburg/satelliteTools")
+# library(semPlot)
+library(sp)
+library(spacetime)
+# library(vegan)
+# library(yaml)
+# Other settings ---------------------------------------------------------------
+source(filepath_source)
+rasterOptions(tmpdir = path_temp)
+saga_cmd = "C:/OSGeo4W64/apps/saga-ltr/saga_cmd.exe"
+# initOTB("C:/OSGeo4W64/bin/")
+initOTB("C:/OSGeo4W64/OTB-6.2.0-Win64/bin/")
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+dir.create(paste0(path_hyp_glcm), showWarnings = FALSE)
+hd_files = c(list.files(path_hyp_kmdc, recursive = FALSE, full.names = TRUE))
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+windows = c(3, 11, 31)
+n_grey = c(32)
+i = 1
+filename = basename(hd_files[i])
+productid = substr(filename, 1, nchar(filename)-4)
+r = readRDS(hd_files[[i]])
+txtr_wg = lapply(windows, function(w){
+txtr_g = lapply(n_grey, function(g){
+txtr = glcmTextures(r, kernel_size = w,
+stats = c("entropy", "homogeneity", "second_moment"),
+n_grey = g)
+names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
+return(txtr)
+})
+})
+txtr_wg = stack(unlist(txtr_wg, recursive = TRUE))
+txtr_wg
+paste0(path_hyp_glcm, productid, "_glcm.rds"))
+paste0(path_hyp_glcm, productid, "_glcm.rds")
+saveRDS(txtr_wg, file = paste0(path_hyp_glcm, productid, "_glcm.rds"))
+dir.create(paste0(path_hyp_glcm), showWarnings = FALSE)
+hd_files = c(list.files(path_hyp_kmdc, recursive = FALSE, full.names = TRUE))
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+windows = c(3, 11, 31)
+n_grey = c(32)
+foreach (i = seq(length(hd_files))) %do% {
+filename = basename(hd_files[i])
+productid = substr(filename, 1, nchar(filename)-4)
+r = readRDS(hd_files[[i]])
+txtr_wg = lapply(windows, function(w){
+txtr_g = lapply(n_grey, function(g){
+txtr = glcmTextures(r, kernel_size = w,
+stats = c("entropy", "homogeneity", "second_moment"),
+n_grey = g)
+names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
+return(txtr)
+})
+})
+txtr_wg = stack(unlist(txtr_wg, recursive = TRUE))
+saveRDS(txtr_wg, file = paste0(path_hyp_glcm, productid, "_glcm.rds"))
 }
-# Clean up
-unlink(rmd_image_folder, recursive = TRUE)
-file.remove(md_files)
-html_files = files[grep("\\.html$", files)]
-file.remove(html_files)
-# Move markdown files and related figures to jekyll
-files = list.files(dirname(rstudioapi::getActiveDocumentContext()$path),
-recursive = TRUE, full.names = TRUE)
-# Copy MD files
-md_files = files[grep("\\.md$", files)]
-target_folder = paste0(substr(md_files[1], 1, gregexpr(pattern ='staging', md_files[1])[[1]][1]-1),
-"docs/_includes/")
-dir.create(target_folder, showWarnings = FALSE)
-for(f in md_files){
-f_in = readLines(f)
-title_line = grep("title:", f_in)
-header_start = grep("---", f_in)[1]
-header_end = grep("---", f_in)[2]
-new_header = c(f_in[header_start], f_in[title_line], "toc: true",
-"toc_label: In this example", f_in[header_end])
-if(!is.na(header_end)){
-f_in = c(new_header, f_in[-seq(header_end)])
-fc = file(f, "w")
-writeLines(f_in, fc)
-close(fc)
+# Compute texture metrics on mean distance from centroid datasets.
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+# if(length(showConnections()) == 0){
+#   cores = 2
+#   cl = parallel::makeCluster(cores)
+#   doParallel::registerDoParallel(cl)
+# }
+dir.create(paste0(path_hyp_glcm), showWarnings = FALSE)
+hd_files = c(list.files(path_hyp_kmdc, recursive = FALSE, full.names = TRUE))
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+windows = c(3, 11, 31)
+n_grey = c(32)
+foreach (i = seq(length(hd_files))) %do% {
+filename = basename(hd_files[i])
+productid = substr(filename, 1, nchar(filename)-4)
+r = readRDS(hd_files[[i]])
+txtr_wg = lapply(windows, function(w){
+txtr_g = lapply(n_grey, function(g){
+txtr = glcmTextures(r, kernel_size = w,
+stats = c("entropy", "homogeneity", "second_moment"),
+n_grey = g, parallel = FALSE)
+names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
+return(txtr)
+})
+})
+txtr_wg = stack(unlist(txtr_wg, recursive = TRUE))
+saveRDS(txtr_wg, file = paste0(path_hyp_glcm, productid, "_glcm.rds"))
 }
-file.copy(from=f, to=target_folder,
-overwrite = TRUE, recursive = TRUE,
-copy.mode = TRUE)
+# Visually check data
+visCheck(datapath = path_hyp_glcm, polygonfile = paste0(path_plots, "BPolygon.shp"), band = 1)
+dir.create(paste0(path_hyp_pred), showWarnings = FALSE)
+hd_files = c(list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE),
+list.files(path_hyp_kmdc, recursive = FALSE, full.names = TRUE),
+list.files(path_hyp_glcm, recursive = FALSE, full.names = TRUE),
+list.files(path_hyp_raoq, recursive = FALSE, full.names = TRUE))
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+if(length(showConnections()) == 0){
+cores = 3
+cl = parallel::makeCluster(cores)
+doParallel::registerDoParallel(cl)
 }
-# Copy RMD figures
-rmd_image_folder = dirname(files[grep("rmd_images", files)])
-target_folder = paste0(substr(rmd_image_folder[1], 1, gregexpr(pattern ='staging', rmd_image_folder[1])[[1]][1]-1),
-"docs/assets/images/rmd_images/")
-dir.create(target_folder, showWarnings = FALSE)
-for(f in rmd_image_folder){
-file.copy(from=f, to=target_folder,
-overwrite = TRUE, recursive = TRUE,
-copy.mode = TRUE)
+preds = foreach (i = seq(length(hd_files))) %do% {
+print(i)
+r = readRDS(hd_files[[i]])
+nms = names(r)
+plotid = substr(nms[1], 1, 4)
+productid = substr(nms, 6, nchar(nms))
+l = lapply(seq(nlayers(r)), function(l){
+df = data.frame(mean(getValues(r[[l]]), na.rm = TRUE), sd(getValues(r[[l]]), na.rm = TRUE))
+colnames(df) = c(paste0(productid[l], c("_mean", "_sd")))
+return(df)
+})
+df = do.call("cbind", l)
+df = data.frame(plotID = plotid, df)
+return(df)
 }
-# Clean up
-unlink(rmd_image_folder, recursive = TRUE)
-file.remove(md_files)
-html_files = files[grep("\\.html$", files)]
-file.remove(html_files)
-# Move markdown files and related figures to jekyll
-files = list.files(dirname(rstudioapi::getActiveDocumentContext()$path),
-recursive = TRUE, full.names = TRUE)
-# Copy MD files
-md_files = files[grep("\\.md$", files)]
-target_folder = paste0(substr(md_files[1], 1, gregexpr(pattern ='staging', md_files[1])[[1]][1]-1),
-"docs/_includes/")
-dir.create(target_folder, showWarnings = FALSE)
-for(f in md_files){
-f_in = readLines(f)
-title_line = grep("title:", f_in)
-header_start = grep("---", f_in)[1]
-header_end = grep("---", f_in)[2]
-new_header = c(f_in[header_start], f_in[title_line], "toc: true",
-"toc_label: In this example", f_in[header_end])
-if(!is.na(header_end)){
-f_in = c(new_header, f_in[-seq(header_end)])
-fc = file(f, "w")
-writeLines(f_in, fc)
-close(fc)
+grep("pcai_kmdc_glcm.rds", hd_files)
+grep("vegidcs_kmdc_glcm.rds", hd_files)
+grp = list(grep("vegidcs.rds", hd_files),
+grep("vegidcs_raoq_3.rds", hd_files),
+grep("vegidcs_kmdc.rds", hd_files),
+grep("vegidcs_kmdc_glcm.rds", hd_files),
+grep("vegidcs_kmdc_raoq_3.rds", hd_files),
+grep("pcai_raoq_3.rds", hd_files),
+grep("pcai_kmdc.rds", hd_files),
+grep("pcai_kmdc_glcm.rds", hd_files),
+grep("pcai_kmdc_raoq_3.rds", hd_files))
+length(unlist(grp)) == length(preds)
+if(length(unlist(grp)) == length(preds)){
+df = lapply(grp, function(g){
+do.call("rbind", preds[g])
+})
+df = do.call("cbind", df)
+df = df[, -grep("plotID", colnames(df))[-1]]
 }
-file.copy(from=f, to=target_folder,
-overwrite = TRUE, recursive = TRUE,
-copy.mode = TRUE)
+saveRDS(df, file = paste0(path_hyp_pred, "hyperspec_preds.rds"))
+head(df)
+complete.cases(df, file = paste0(path_hyp_pred, "hyperspec_preds.rds"))
+complete.cases(df)
+all(complete.cases(df))
+dim(df)
+stopCluster(cl)
+# Visually check data
+corrplot(cor(df[, -1]))
+?corrplot
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+path_hyp_pred
+preds = readRDS(paste0(path_hyp_pred, "hyperspec_preds.rds"))
+bd = readRDS(paste0(path_biodiv, "biodiv.rds"))
+comb = merge(bd, preds, by = c("plotID"), all.x = TRUE, all.y = TRUE)
+comb$SelCat = substr(as.character(comb$plotID), 1, 3)
+comb$SelNbr = substr(as.character(comb$plotID), 4, 4)
+col_selector = which(names(comb) %in% c("SelCat", "SelNbr"))
+col_diversity = seq(which("SRmammals" == colnames(comb)),
+which("SRallplants" == colnames(comb)))
+colnames(comb)
+col_precitors = c(which("elevation" == colnames(comb)),
+seq(which("lui_biomass_removal" == colnames(comb)),
+which("lui" == colnames(comb))),
+seq(which("CARI_mean" == colnames(comb)),
+which("pcai_kmdc_raoq_sd" == colnames(comb))))
+which(!seq(ncol(comb)) %in% c(col_selector, col_diversity, col_precitors))
+col_meta = which(!seq(ncol(comb)) %in% c(col_selector, col_diversity, col_precitors))
+meta <- createGPMMeta(comb, type = "input",
+selector = col_selector,
+response = col_diversity,
+predictor = col_precitors,
+meta = col_meta)
+comb <- gpm(comb, meta, scale = FALSE)
+dir.create(paste0(path_comb_gpm), showWarnings = FALSE)
+path_comb_gpm
+path_comb_gpm_sr = paste0(path_data, "/100_comb_gpm_sr/")
+path_model_gpm_sr = paste0(path_data, "/200_model_gpm_sr/")
+dir.create(paste0(path_comb_gpm_sr), showWarnings = FALSE)
+saveRDS(comb, file = paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
+comb
+comb
+m1 = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled_modell.rds"))
+m1 = readRDS(paste0(path_model_gpm_sr, "ki_hyperspec_biodiv_non_scaled_modell.rds"))
+m2 = readRDS(paste0(path_model_gpm_sr, "ki_hyperspec_biodiv_non_scaled_modell_rf.rds"))
+m1@model$pls_ffs[[1]][[1]]$model
+m2@model$pls_ffs[[1]][[1]]$model
+m2@model[[1]][[1]][[1]]$model
+m2@model[[1]][[1]][[1]]$model$pred
+m2@model[[1]][[1]][[1]]$model$finalModel$importance
+m1@model[[1]][[1]][[1]]$model$finalModel$importance
+m1@model[[1]][[1]][[1]]$model$finalModel$coefficients
+m1@model[[1]][[1]][[1]]$model$finalModel$loadings
+m1@model[[1]][[1]][[1]]$model
+m1@model[[1]][[1]][[1]]$model$finalModel$loadings
+m2@model[[1]][[1]][[1]]$model$finalModel$importance
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+if(length(showConnections()) == 0){
+cores = 3
+cl = parallel::makeCluster(cores)
+doParallel::registerDoParallel(cl)
 }
-# Copy RMD figures
-rmd_image_folder = dirname(files[grep("rmd_images", files)])
-target_folder = paste0(substr(rmd_image_folder[1], 1, gregexpr(pattern ='staging', rmd_image_folder[1])[[1]][1]-1),
-"docs/assets/images/rmd_images/")
-dir.create(target_folder, showWarnings = FALSE)
-for(f in rmd_image_folder){
-file.copy(from=f, to=target_folder,
-overwrite = TRUE, recursive = TRUE,
-copy.mode = TRUE)
+dir.create(paste0(path_model_gpm_sr), showWarnings = FALSE)
+comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
+comb@meta$input$RESPONSE_FINAL = "SRsnails"
+comb@data$input = comb@data$input[complete.cases(comb@data$input[, c(comb@meta$input$RESPONSE_FINAL, comb@meta$input$PREDICTOR_FINAL)]), ]
+comb = createIndexFolds(x = comb, nested_cv = FALSE)
+comb@meta$input$PREDICTOR_FINAL
+comb@meta$input$PREDICTOR_FINAL[, -seq(7)]
+comb@meta$input$PREDICTOR_FINAL[, -c(1:7)]
+comb@meta$input$PREDICTOR_FINAL[-c(1:7)]
+comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR_FINAL[-c(1:7)]
+comb = trainModel(x = comb,
+metric = "RMSE",
+n_var = NULL,
+mthd = "rf",
+mode = "ffs",
+seed_nbr = 11,
+cv_nbr = NULL,
+var_selection = "indv",
+filepath_tmp = NULL)
+saveRDS(comb, file = paste0(path_model_gpm_sr, "ki_hyperspec_biodiv_non_scaled_modell_rf_rs_only.rds"))
+comb@model[[1]][[1]][[1]]$model
+comb@model[[1]][[1]][[2]]$model
+comb@model[[1]][[2]][[1]]$model
+comb@model[[1]][[1]][[1]]$model
+comb@model[[1]][[1]][[1]]$model$results
+comb@meta$input$TRAIN_TEST
+comb@model[[1]][[1]][[1]]$model$finalModel
+comb@model[[1]][[1]][[1]]$model
+comb@model[[1]][[1]][[1]]$model$metric
+comb@model[[1]][[1]][[1]]$model$resample
+comb@model[[1]][[1]][[1]]$model
+comb@model[[1]][[1]][[1]]$model$resample
+comb@model[[1]][[1]][[1]]$model$resample[comb@model[[1]][[1]][[1]]$model$resample$mtry == 3,]
+summary(comb@model[[1]][[1]][[1]]$model$resample[comb@model[[1]][[1]][[1]]$model$resample$mtry == 3,])
+comb@model[[1]][[1]][[1]]$model
+comb@model[[1]][[1]][[1]]$model$perfNames
+comb@model[[1]][[1]][[1]]$model$selectedvars
+comb@model[[1]][[1]][[1]]$model$selectedvars_perf_SE
+comb@model[[1]][[1]][[1]]$model$selectedvars_perf
+comb@model[[1]][[1]][[1]]$model$levels
+comb@model[[1]][[1]][[1]]$model$finalModel
+comb@model[[1]][[1]][[1]]$model$finalModel$importance
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+if(length(showConnections()) == 0){
+cores = 3
+cl = parallel::makeCluster(cores)
+doParallel::registerDoParallel(cl)
 }
-# Clean up
-unlink(rmd_image_folder, recursive = TRUE)
-file.remove(md_files)
-html_files = files[grep("\\.html$", files)]
-file.remove(html_files)
+comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
+comb@meta$input$RESPONSE_FINAL
+r = comb@meta$input$RESPONSE_FINAL[[1
+]]
+r
+comb@meta$input$RESPONSE
+comb@meta$input$RESPONSE_FINAL = r
+comb@data$input = comb@data$input[complete.cases(comb@data$input[, c(comb@meta$input$RESPONSE_FINAL, comb@meta$input$PREDICTOR_FINAL)]), ]
+comb@meta$input$RESPONSE_FINAL
+nrow(comb@data$input)
+comb@meta$input$PREDICTOR
+comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[-c(1:7)]
+comb@meta$input$PREDICTOR_FINAL
+comb
+r
+paste0(path_model_gpm_sr,
+"ki_hyperspec_biodiv_non_scaled_modell_rf_rs_only_",
+r,
+".rds")
+path_model_gpm_sr
+hd_files = c(list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE),
+list.files(path_hyp_kmdc, recursive = FALSE, full.names = TRUE),
+list.files(path_hyp_glcm, recursive = FALSE, full.names = TRUE),
+list.files(path_hyp_raoq, recursive = FALSE, full.names = TRUE))
+hd_files
+grp = list(grep("vegidcs.rds", hd_files),
+grep("vegidcs_raoq_3.rds", hd_files),
+grep("vegidcs_kmdc.rds", hd_files),
+grep("vegidcs_kmdc_glcm.rds", hd_files),
+grep("vegidcs_kmdc_raoq_3.rds", hd_files),
+grep("pcai_raoq_3.rds", hd_files),
+grep("pcai_kmdc.rds", hd_files),
+grep("pcai_kmdc_glcm.rds", hd_files),
+grep("pcai_kmdc_raoq_3.rds", hd_files))
+grp
+hd_files[grep("cof1", hd_files)]
+comb@meta$input$PREDICTOR_FINAL
diff --git a/src/000_set_environment.R b/src/000_set_environment.R
index e965516..1190760 100644
--- a/src/000_set_environment.R
+++ b/src/000_set_environment.R
@@ -15,9 +15,10 @@ path_hyp_nrm = paste0(path_data, "/030_hypspec_nrm/")
 path_hyp_vegidcs = paste0(path_data, "/040_hypspec_vegidcs/")
 path_hyp_kmdc = paste0(path_data, "/050_hypspec_kmdc/")
 path_hyp_raoq = paste0(path_data, "/060_hypspec_raoq/")
-path_hyp_pred = paste0(path_data, "/070_hypspec_pred/")
-path_comb_gpm = paste0(path_data, "/075_comb_gpm/")
-path_model_gpm = paste0(path_data, "/080_model_gpm/")
+path_hyp_glcm = paste0(path_data, "/070_hypspec_glcm/")
+path_hyp_pred = paste0(path_data, "/090_hypspec_pred/")
+path_comb_gpm_sr = paste0(path_data, "/100_comb_gpm_sr/")
+path_model_gpm_sr = paste0(path_data, "/200_model_gpm_sr/")
 
 path_plots = paste0(path_data, "/plots/")
 path_rdata = paste0(path_data, "/rdata/")
diff --git a/src/070_comp_txtr.R b/src/070_comp_txtr.R
new file mode 100644
index 0000000..1ffe0b6
--- /dev/null
+++ b/src/070_comp_txtr.R
@@ -0,0 +1,37 @@
+# Compute texture metrics on mean distance from centroid datasets.
+
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+
+dir.create(paste0(path_hyp_glcm), showWarnings = FALSE)
+
+hd_files = c(list.files(path_hyp_kmdc, recursive = FALSE, full.names = TRUE))
+
+h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
+
+
+windows = c(3, 11, 31)
+n_grey = c(32)
+
+foreach (i = seq(length(hd_files))) %do% {
+  filename = basename(hd_files[i])
+  productid = substr(filename, 1, nchar(filename)-4)
+  
+  r = readRDS(hd_files[[i]])
+  
+  txtr_wg = lapply(windows, function(w){
+    txtr_g = lapply(n_grey, function(g){
+      txtr = glcmTextures(r, kernel_size = w,
+                          stats = c("entropy", "homogeneity", "second_moment"),
+                          n_grey = g, parallel = FALSE)
+      names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
+      return(txtr)
+    })
+  })
+  txtr_wg = stack(unlist(txtr_wg, recursive = TRUE))
+
+  saveRDS(txtr_wg, file = paste0(path_hyp_glcm, productid, "_glcm.rds"))
+} 
+
+# Visually check data
+visCheck(datapath = path_hyp_glcm, polygonfile = paste0(path_plots, "BPolygon.shp"), band = 1)
+
diff --git a/src/080_predict_biodiv.R b/src/080_predict_biodiv.R
deleted file mode 100644
index 0444e05..0000000
--- a/src/080_predict_biodiv.R
+++ /dev/null
@@ -1,33 +0,0 @@
-# Combine hyperspectral predictores and biodiversity variables in gpm class.
-
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-if(length(showConnections()) == 0){
-  cores = 3
-  cl = parallel::makeCluster(cores)
-  doParallel::registerDoParallel(cl)
-}
-
-dir.create(paste0(path_model_gpm), showWarnings = FALSE)
-
-comb = readRDS(paste0(path_comb_gpm, "ki_hyperspec_biodiv_non_scaled.rds"))
-
-comb@meta$input$RESPONSE_FINAL = "SRsnails"
-comb@data$input = comb@data$input[complete.cases(comb@data$input[, c(comb@meta$input$RESPONSE_FINAL, comb@meta$input$PREDICTOR_FINAL)]), ]
-
-comb = createIndexFolds(x = comb, nested_cv = FALSE)
-
-comb = trainModel(x = comb,
-                  metric = "RMSE",
-                  n_var = NULL, 
-                  mthd = "rf",
-                  mode = "ffs",
-                  seed_nbr = 11, 
-                  cv_nbr = NULL,
-                  var_selection = "indv",
-                  filepath_tmp = NULL)
-
-saveRDS(comb, file = paste0(path_comb_gpm, "ki_hyperspec_biodiv_non_scaled_modell_rf.rds"))
-
-# saveRDS(comb, file = paste0(path_comb_gpm, "ki_hyperspec_biodiv_non_scaled_modell.rds"))
-
-stopCluster(cl)
\ No newline at end of file
diff --git a/src/070_combine_predictors.R b/src/090_combine_predictors.R
similarity index 90%
rename from src/070_combine_predictors.R
rename to src/090_combine_predictors.R
index 284c50d..fd8a4e6 100644
--- a/src/070_combine_predictors.R
+++ b/src/090_combine_predictors.R
@@ -11,6 +11,7 @@ dir.create(paste0(path_hyp_pred), showWarnings = FALSE)
 
 hd_files = c(list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE),
              list.files(path_hyp_kmdc, recursive = FALSE, full.names = TRUE),
+             list.files(path_hyp_glcm, recursive = FALSE, full.names = TRUE),
              list.files(path_hyp_raoq, recursive = FALSE, full.names = TRUE))
 
 h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
@@ -36,11 +37,13 @@ preds = foreach (i = seq(length(hd_files))) %do% {
 } 
 
 grp = list(grep("vegidcs.rds", hd_files),
-           grep("vegidcs_kmdc.rds", hd_files),
            grep("vegidcs_raoq_3.rds", hd_files),
+           grep("vegidcs_kmdc.rds", hd_files),
+           grep("vegidcs_kmdc_glcm.rds", hd_files),
            grep("vegidcs_kmdc_raoq_3.rds", hd_files),
-           grep("pcai_kmdc.rds", hd_files),
            grep("pcai_raoq_3.rds", hd_files),
+           grep("pcai_kmdc.rds", hd_files),
+           grep("pcai_kmdc_glcm.rds", hd_files),
            grep("pcai_kmdc_raoq_3.rds", hd_files))
 
 if(length(unlist(grp)) == length(preds)){
diff --git a/src/075_combine_predictores_biodiv.R b/src/100_combine_predictores_biodiv_sr.R
similarity index 90%
rename from src/075_combine_predictores_biodiv.R
rename to src/100_combine_predictores_biodiv_sr.R
index eb402db..bc85f57 100644
--- a/src/075_combine_predictores_biodiv.R
+++ b/src/100_combine_predictores_biodiv_sr.R
@@ -33,6 +33,6 @@ meta <- createGPMMeta(comb, type = "input",
 
 comb <- gpm(comb, meta, scale = FALSE)
 
-dir.create(paste0(path_comb_gpm), showWarnings = FALSE)
+dir.create(paste0(path_comb_gpm_sr), showWarnings = FALSE)
 
-saveRDS(comb, file = paste0(path_comb_gpm, "ki_hyperspec_biodiv_non_scaled.rds"))
+saveRDS(comb, file = paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
diff --git a/src/076_combine_predictores_biodiv_tlevel.R b/src/120_combine_predictores_biodiv_tlevel.R
similarity index 99%
rename from src/076_combine_predictores_biodiv_tlevel.R
rename to src/120_combine_predictores_biodiv_tlevel.R
index 5b32256..3b31c5b 100644
--- a/src/076_combine_predictores_biodiv_tlevel.R
+++ b/src/120_combine_predictores_biodiv_tlevel.R
@@ -25,6 +25,13 @@ trophic_levels = rbind(data.frame(tlevel = "Plants",
                        data.frame(tlevel = "Generalist",
                                   groups = c("SRmammals", "SRanimals", "SRsyrphids", "SRants", "SSRsnails")))
 
+head(comb)
+
+
+
+
+
+
 
 comb$SelCat = substr(as.character(comb$plotID), 1, 3)
 comb$SelNbr = substr(as.character(comb$plotID), 4, 4)
diff --git a/src/200_predict_biodiv_sr.R b/src/200_predict_biodiv_sr.R
new file mode 100644
index 0000000..1a6ae20
--- /dev/null
+++ b/src/200_predict_biodiv_sr.R
@@ -0,0 +1,41 @@
+# Combine hyperspectral predictores and biodiversity variables in gpm class.
+
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+if(length(showConnections()) == 0){
+  cores = 3
+  cl = parallel::makeCluster(cores)
+  doParallel::registerDoParallel(cl)
+}
+
+dir.create(paste0(path_model_gpm_sr), showWarnings = FALSE)
+
+comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
+comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[-c(1:7)]
+
+lapply(comb@meta$input$RESPONSE, function(r){
+  comb@meta$input$RESPONSE_FINAL = r
+  comb@data$input = comb@data$input[complete.cases(comb@data$input[, c(comb@meta$input$RESPONSE_FINAL, comb@meta$input$PREDICTOR_FINAL)]), ]
+  comb = createIndexFolds(x = comb, nested_cv = FALSE)
+  comb = trainModel(x = comb,
+                    metric = "RMSE",
+                    n_var = NULL, 
+                    mthd = "rf",
+                    mode = "ffs",
+                    seed_nbr = 11, 
+                    cv_nbr = NULL,
+                    var_selection = "indv",
+                    filepath_tmp = NULL)
+  saveRDS(comb, file = paste0(path_model_gpm_sr, 
+                              "ki_hs_bd_sr_non_scaled_rf_rso_", 
+                              r, 
+                              ".rds"))
+})
+
+
+
+
+
+
+# saveRDS(comb, file = paste0(path_model_gpm_sr, "ki_hyperspec_biodiv_non_scaled_modell.rds"))
+
+stopCluster(cl)
\ No newline at end of file

From 39d211d02e377e2ccae82cce824aa5465f7cd045 Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Fri, 19 Oct 2018 08:19:31 +0200
Subject: [PATCH 19/65] Update pathes

---
 src/000_set_environment.R   | 2 +-
 src/200_predict_biodiv_sr.R | 6 +++++-
 2 files changed, 6 insertions(+), 2 deletions(-)

diff --git a/src/000_set_environment.R b/src/000_set_environment.R
index 1190760..86a9fff 100644
--- a/src/000_set_environment.R
+++ b/src/000_set_environment.R
@@ -2,7 +2,7 @@
 if(Sys.info()["sysname"] == "Windows"){
   filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/"
 } else {
-  filepath_base = "/media/permanent/active/KI-Hyperspec/"
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/"
 }
 
 filepath_source = paste0(filepath_base, "HySpec_KiLi/src/001_functions.R")
diff --git a/src/200_predict_biodiv_sr.R b/src/200_predict_biodiv_sr.R
index 1a6ae20..398fcee 100644
--- a/src/200_predict_biodiv_sr.R
+++ b/src/200_predict_biodiv_sr.R
@@ -1,6 +1,10 @@
 # Combine hyperspectral predictores and biodiversity variables in gpm class.
+if(Sys.info()["sysname"] == "Windows"){
+  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+} else {
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+}
 
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
 if(length(showConnections()) == 0){
   cores = 3
   cl = parallel::makeCluster(cores)

From 62a5850a9174332694dd8836116faf104ef2c864 Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Fri, 19 Oct 2018 08:29:16 +0200
Subject: [PATCH 20/65] Update src/200_predict_biodiv_sr.R

---
 src/200_predict_biodiv_sr.R | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/200_predict_biodiv_sr.R b/src/200_predict_biodiv_sr.R
index 398fcee..226d5a3 100644
--- a/src/200_predict_biodiv_sr.R
+++ b/src/200_predict_biodiv_sr.R
@@ -4,6 +4,7 @@ if(Sys.info()["sysname"] == "Windows"){
 } else {
   filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
 }
+source(filepath_base)
 
 if(length(showConnections()) == 0){
   cores = 3

From fe94e5462c3fd47348961838424efedf420800aa Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Fri, 19 Oct 2018 17:08:38 +0200
Subject: [PATCH 21/65] Update

---
 src/.Rhistory               | 10 +++++-----
 src/200_predict_biodiv_sr.R |  2 +-
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/src/.Rhistory b/src/.Rhistory
index 4e8db1d..092b40a 100644
--- a/src/.Rhistory
+++ b/src/.Rhistory
@@ -1,8 +1,3 @@
-stack(unlist(txtr_gw, recursive = TRUE))
-names(stack(unlist(txtr_gw, recursive = TRUE)))
-txtr_wg = lapply(windows, function(w){
-txtr_g = lapply(n_grey, function(g){
-txtr = glcmTextures(r, kernel_size = w,
 stats = c("entropy", "homogeneity", "second_moment"),
 n_grey = g)
 names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
@@ -510,3 +505,8 @@ grep("pcai_kmdc_raoq_3.rds", hd_files))
 grp
 hd_files[grep("cof1", hd_files)]
 comb@meta$input$PREDICTOR_FINAL
+filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+path_model_gpm_sr
+path_model_gpm_sr
+filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+path_model_gpm_sr
diff --git a/src/200_predict_biodiv_sr.R b/src/200_predict_biodiv_sr.R
index 226d5a3..060a63a 100644
--- a/src/200_predict_biodiv_sr.R
+++ b/src/200_predict_biodiv_sr.R
@@ -2,7 +2,7 @@
 if(Sys.info()["sysname"] == "Windows"){
   filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
 } else {
-  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+  filepath_base = "/mnt/sd19006/data/users/tnauss/HySpec_KiLi/src/000_set_environment.R"
 }
 source(filepath_base)
 

From 760dbb507ba969dd2224f0a6838e242f7bb1fab0 Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Fri, 19 Oct 2018 17:31:20 +0200
Subject: [PATCH 22/65] Update

---
 src/000_set_environment_linux.R | 67 +++++++++++++++++++++++++++++++++
 src/200_predict_biodiv_sr.R     |  2 +-
 2 files changed, 68 insertions(+), 1 deletion(-)
 create mode 100644 src/000_set_environment_linux.R

diff --git a/src/000_set_environment_linux.R b/src/000_set_environment_linux.R
new file mode 100644
index 0000000..e0c974d
--- /dev/null
+++ b/src/000_set_environment_linux.R
@@ -0,0 +1,67 @@
+# Set path ---------------------------------------------------------------------
+if(Sys.info()["sysname"] == "Windows"){
+  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/"
+} else {
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/"
+}
+
+filepath_source = paste0(filepath_base, "HySpec_KiLi/src/001_functions.R")
+path_data = paste0(filepath_base, "/data/")
+path_biodiv = paste0(path_data, "/biodiv/")
+
+path_hyp_org = paste0(path_data, "/020_hypspec_org/")
+path_hyp_aio = paste0(path_data, "/025_hypspec_aio/")
+path_hyp_nrm = paste0(path_data, "/030_hypspec_nrm/")
+path_hyp_vegidcs = paste0(path_data, "/040_hypspec_vegidcs/")
+path_hyp_kmdc = paste0(path_data, "/050_hypspec_kmdc/")
+path_hyp_raoq = paste0(path_data, "/060_hypspec_raoq/")
+path_hyp_glcm = paste0(path_data, "/070_hypspec_glcm/")
+path_hyp_pred = paste0(path_data, "/090_hypspec_pred/")
+path_comb_gpm_sr = paste0(path_data, "/100_comb_gpm_sr/")
+path_model_gpm_sr = paste0(path_data, "/200_model_gpm_sr/")
+
+path_plots = paste0(path_data, "/plots/")
+path_rdata = paste0(path_data, "/rdata/")
+path_meta = paste0(path_data, "/meta/")
+path_temp = paste0(path_data, "/temp/")
+path_output = paste0(path_data, "/output/")
+path_vis = paste0(path_data, "/vis/")
+
+
+# Set libraries ----------------------------------------------------------------
+library(biodivTools) # devtools::install_github("environmentalinformatics-marburg/biodivTools")
+library(CAST)
+# library(corrplot)
+library(doParallel)
+library(grid)
+library(gridExtra)
+library(gpm)  # devtools::install_github("environmentalinformatics-marburg/gpm")
+# library(hsdar)
+# library(lavaan)
+# library(rPointDB)
+# library(rgeos)
+# library(ggplot2)
+# library(mapview)
+# library(metTools)  # devtools::install_github("environmentalinformatics-marburg/metTools")
+library(raster)
+# library(RStoolbox)
+library(reshape2)
+# library(rgdal)
+# library(satellite)
+# library(satelliteTools)  # devtools::install_github("environmentalinformatics-marburg/satelliteTools")
+# library(semPlot)
+# library(sp)
+# library(spacetime)
+# library(vegan)
+# library(yaml)
+
+# Other settings ---------------------------------------------------------------
+source(filepath_source)
+
+rasterOptions(tmpdir = path_temp)
+
+# saga_cmd = "C:/OSGeo4W64/apps/saga-ltr/saga_cmd.exe"
+# initOTB("C:/OSGeo4W64/bin/")
+# initOTB("C:/OSGeo4W64/OTB-6.2.0-Win64/bin/")
+
+
diff --git a/src/200_predict_biodiv_sr.R b/src/200_predict_biodiv_sr.R
index 060a63a..a3502eb 100644
--- a/src/200_predict_biodiv_sr.R
+++ b/src/200_predict_biodiv_sr.R
@@ -2,7 +2,7 @@
 if(Sys.info()["sysname"] == "Windows"){
   filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
 } else {
-  filepath_base = "/mnt/sd19006/data/users/tnauss/HySpec_KiLi/src/000_set_environment.R"
+  filepath_base = "/mnt/sd19006/data/users/tnauss/HySpec_KiLi/src/000_set_environment_linux.R"
 }
 source(filepath_base)
 

From a84c81fd7260cfefb0806ab7946a458cc2e0eb33 Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Fri, 19 Oct 2018 17:32:35 +0200
Subject: [PATCH 23/65] Update src/000_set_environment_linux.R

---
 src/000_set_environment_linux.R | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/000_set_environment_linux.R b/src/000_set_environment_linux.R
index e0c974d..bd5b933 100644
--- a/src/000_set_environment_linux.R
+++ b/src/000_set_environment_linux.R
@@ -5,7 +5,7 @@ if(Sys.info()["sysname"] == "Windows"){
   filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/"
 }
 
-filepath_source = paste0(filepath_base, "HySpec_KiLi/src/001_functions.R")
+filepath_source = paste0(filepath_base, "src/001_functions.R")
 path_data = paste0(filepath_base, "/data/")
 path_biodiv = paste0(path_data, "/biodiv/")
 

From f13edf81343383b430ad8535c0c3719631d2b4dd Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Fri, 19 Oct 2018 17:36:26 +0200
Subject: [PATCH 24/65] Update src/000_set_environment_linux.R

---
 src/000_set_environment_linux.R | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/000_set_environment_linux.R b/src/000_set_environment_linux.R
index bd5b933..c23ebf9 100644
--- a/src/000_set_environment_linux.R
+++ b/src/000_set_environment_linux.R
@@ -2,7 +2,7 @@
 if(Sys.info()["sysname"] == "Windows"){
   filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/"
 } else {
-  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/"
+  filepath_base = "/mnt/sd19006/data/users/tnauss/HySpec_KiLi/"
 }
 
 filepath_source = paste0(filepath_base, "src/001_functions.R")

From 8c886b46d5facbd41b46b327af3065efe224b4c3 Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Fri, 19 Oct 2018 17:41:14 +0200
Subject: [PATCH 25/65] Adjust pathes

---
 src/000_set_environment_linux.R | 4 ++--
 src/200_predict_biodiv_sr.R     | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/000_set_environment_linux.R b/src/000_set_environment_linux.R
index c23ebf9..e0c974d 100644
--- a/src/000_set_environment_linux.R
+++ b/src/000_set_environment_linux.R
@@ -2,10 +2,10 @@
 if(Sys.info()["sysname"] == "Windows"){
   filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/"
 } else {
-  filepath_base = "/mnt/sd19006/data/users/tnauss/HySpec_KiLi/"
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/"
 }
 
-filepath_source = paste0(filepath_base, "src/001_functions.R")
+filepath_source = paste0(filepath_base, "HySpec_KiLi/src/001_functions.R")
 path_data = paste0(filepath_base, "/data/")
 path_biodiv = paste0(path_data, "/biodiv/")
 
diff --git a/src/200_predict_biodiv_sr.R b/src/200_predict_biodiv_sr.R
index a3502eb..815f646 100644
--- a/src/200_predict_biodiv_sr.R
+++ b/src/200_predict_biodiv_sr.R
@@ -2,7 +2,7 @@
 if(Sys.info()["sysname"] == "Windows"){
   filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
 } else {
-  filepath_base = "/mnt/sd19006/data/users/tnauss/HySpec_KiLi/src/000_set_environment_linux.R"
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
 }
 source(filepath_base)
 

From a1623c722a921e154bd52e525d570726dbf1229a Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Tue, 23 Oct 2018 13:27:36 +0200
Subject: [PATCH 26/65] Changed file

---
 src/000_set_environment.R | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/000_set_environment.R b/src/000_set_environment.R
index 86a9fff..87a9b76 100644
--- a/src/000_set_environment.R
+++ b/src/000_set_environment.R
@@ -1,4 +1,4 @@
-# Set path ---------------------------------------------------------------------
+# Set path ---------------------------------------------------------------------Kommentar
 if(Sys.info()["sysname"] == "Windows"){
   filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/"
 } else {

From 867fbc2fea7c4399539fc663147a10496b3ffc8d Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Tue, 23 Oct 2018 13:28:56 +0200
Subject: [PATCH 27/65] Update src/000_set_environment.R

---
 src/000_set_environment.R | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/000_set_environment.R b/src/000_set_environment.R
index 87a9b76..86a9fff 100644
--- a/src/000_set_environment.R
+++ b/src/000_set_environment.R
@@ -1,4 +1,4 @@
-# Set path ---------------------------------------------------------------------Kommentar
+# Set path ---------------------------------------------------------------------
 if(Sys.info()["sysname"] == "Windows"){
   filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/"
 } else {

From f00f88fa6799acfc2fe1abb694bd44bbc2157923 Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Thu, 25 Oct 2018 18:30:46 +0200
Subject: [PATCH 28/65] Update

---
 src/.Rhistory                   | 512 --------------------------------
 src/000_set_environment_linux.R |   1 +
 src/200_predict_biodiv_sr.R     |  85 ++++--
 src/300_analyse_biodiv_sr.R     |  53 ++++
 4 files changed, 122 insertions(+), 529 deletions(-)
 delete mode 100644 src/.Rhistory
 create mode 100644 src/300_analyse_biodiv_sr.R

diff --git a/src/.Rhistory b/src/.Rhistory
deleted file mode 100644
index 092b40a..0000000
--- a/src/.Rhistory
+++ /dev/null
@@ -1,512 +0,0 @@
-stats = c("entropy", "homogeneity", "second_moment"),
-n_grey = g)
-names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
-return(txtr)
-})
-})
-stack(unlist(txtr_gw, recursive = TRUE))
-txtr_wg = lapply(windows, function(w){
-txtr_g = lapply(n_grey, function(g){
-txtr = glcmTextures(r, kernel_size = w,
-stats = c("entropy", "homogeneity", "second_moment"),
-n_grey = g)
-names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
-return(txtr)
-})
-})
-txtr_wg = lapply(windows, function(w){
-txtr_g = lapply(n_grey, function(g){
-txtr = glcmTextures(r, kernel_size = w,
-stats = c("entropy", "homogeneity", "second_moment"),
-n_grey = g)
-names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
-return(txtr)
-})
-})
-stopCluster
-stopCluster()
-txtr_wg = lapply(windows, function(w){
-txtr_g = lapply(n_grey, function(g){
-txtr = glcmTextures(r, kernel_size = w,
-stats = c("entropy", "homogeneity", "second_moment"),
-n_grey = g)
-names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
-return(txtr)
-})
-})
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-# if(length(showConnections()) == 0){
-#   cores = 2
-#   cl = parallel::makeCluster(cores)
-#   doParallel::registerDoParallel(cl)
-# }
-dir.create(paste0(path_hyp_txtr), showWarnings = FALSE)
-hd_files = c(list.files(path_hyp_kmdc, recursive = FALSE, full.names = TRUE))
-h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
-windows = c(3, 11, 21, 31)
-n_grey = c(32, 128)
-i = 1
-filename = basename(hd_files[i])
-productid = substr(filename, 1, nchar(filename)-4)
-r = readRDS(hd_files[[i]])
-txtr_wg = lapply(windows, function(w){
-txtr_g = lapply(n_grey, function(g){
-txtr = glcmTextures(r, kernel_size = w,
-stats = c("entropy", "homogeneity", "second_moment"),
-n_grey = g)
-names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
-return(txtr)
-})
-})
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-# if(length(showConnections()) == 0){
-#   cores = 2
-#   cl = parallel::makeCluster(cores)
-#   doParallel::registerDoParallel(cl)
-# }
-dir.create(paste0(path_hyp_txtr), showWarnings = FALSE)
-hd_files = c(list.files(path_hyp_kmdc, recursive = FALSE, full.names = TRUE))
-h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
-windows = c(3, 11, 21, 31)
-n_grey = c(32, 128)
-i = 1
-filename = basename(hd_files[i])
-productid = substr(filename, 1, nchar(filename)-4)
-r = readRDS(hd_files[[i]])
-txtr_wg = lapply(windows, function(w){
-txtr_g = lapply(n_grey, function(g){
-txtr = glcmTextures(r, kernel_size = w,
-stats = c("entropy", "homogeneity", "second_moment"),
-n_grey = g)
-names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
-return(txtr)
-})
-})
-txtr_wg
-stack(unlist(txtr_gw, recursive = TRUE))
-txtr_gw
-txtr_g
-txtr_wg
-stack(unlist(txtr_wg, recursive = TRUE))
-plot(txtr_wg)
-txtr_wg = stack(unlist(txtr_wg, recursive = TRUE))
-plot(txtr_wg)
-windows = c(3, 11, 21, 31, 41)
-n_grey = c(32)
-txtr_wg = lapply(windows, function(w){
-txtr_g = lapply(n_grey, function(g){
-txtr = glcmTextures(r, kernel_size = w,
-stats = c("entropy", "homogeneity", "second_moment"),
-n_grey = g)
-names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
-return(txtr)
-})
-})
-txtr_wg = stack(unlist(txtr_wg, recursive = TRUE))
-plot(txtr_wg)
-hd_files
-plot(r)
-plot(txtr_wg[[1]])
-plot(txtr_wg[[4]])
-plot(txtr_wg[[5]])
-mean(getValues(r), na.rm = TRUE)
-sd(getValues(r), na.rm = TRUE)/mean(getValues(r), na.rm = TRUE)
-sd(getValues(txtr_wg[[1]]), na.rm = TRUE)/mean(getValues(txtr_wg[[1]]), na.rm = TRUE)
-sd(getValues(txtr_wg[[2]]), na.rm = TRUE)/mean(getValues(txtr_wg[[2]]), na.rm = TRUE)
-sd(getValues(txtr_wg[[3]]), na.rm = TRUE)/mean(getValues(txtr_wg[[3]]), na.rm = TRUE)
-t = as.data.frame(txtr_wg)
-dim(t)
-as.matrix(t)
-cor(s.matrix(t))
-cor(as.matrix(t))
-c = cor(as.matrix(t))
-dim(c)
-library(corrplot)
-corrplot(c)
-c = cor(as.matrix(t), na.rm = TRUE)
-c = cor(as.matrix(t), ommit.na = TRUE)
-?cor
-c = cor(as.matrix(t), na.rm = TRUE)
-m = as.matrix(t)
-c = cor(m, na.rm = TRUE)
-m = as.matrix(complete.cases(t))
-c = cor(m, na.rm = TRUE)
-c = cor(m)
-corrplot(c)
-t
-t[complete.cases(t)]
-t[complete.cases(t),]
-corrplot(cor(as.matric(t[complete.cases(t),])))
-corrplot(cor(as.matrix(t[complete.cases(t),])))
-windows = c(3, 11, 21, 31)
-n_grey = c(32, 64)
-txtr_wg = lapply(windows, function(w){
-txtr_g = lapply(n_grey, function(g){
-txtr = glcmTextures(r, kernel_size = w,
-stats = c("entropy", "homogeneity", "second_moment"),
-n_grey = g)
-names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
-return(txtr)
-})
-})
-txtr_wg = stack(unlist(txtr_wg, recursive = TRUE))
-corrplot(cor(as.matric(t[complete.cases(t),])))
-corrplot(cor(as.matrix(t[complete.cases(t),])))
-windows = c(3, 11, 21, 31)
-n_grey = c(32, 64)
-txtr_wg = lapply(windows, function(w){
-txtr_g = lapply(n_grey, function(g){
-txtr = glcmTextures(r, kernel_size = w,
-stats = c("entropy", "homogeneity", "second_moment"),
-n_grey = g)
-names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
-return(txtr)
-})
-})
-txtr_wg = stack(unlist(txtr_wg, recursive = TRUE))
-txtr_wg
-stack(unlist(txtr_wg, recursive = TRUE))
-4*2*3
-txtr_wg = stack(unlist(txtr_wg, recursive = TRUE))
-corrplot(cor(as.matrix(txtr_wg)))
-corrplot(cor(as.matrix(as.data.frame(txtr_wg))))
-corrplot(cor(as.matrix(t[complete.cases(t),])))
-t = as.data.frame(txtr_wg)
-corrplot(cor(as.matrix(t[complete.cases(t),])))
-11/2
-31/2
-3/2
-txtr_wg
-path_hyp_txtr
-productid
-names(txtr_wg)
-# Set path ---------------------------------------------------------------------
-if(Sys.info()["sysname"] == "Windows"){
-filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/"
-} else {
-filepath_base = "/media/permanent/active/KI-Hyperspec/"
-}
-filepath_source = paste0(filepath_base, "HySpec_KiLi/src/001_functions.R")
-path_data = paste0(filepath_base, "/data/")
-path_biodiv = paste0(path_data, "/biodiv/")
-path_hyp_org = paste0(path_data, "/020_hypspec_org/")
-path_hyp_aio = paste0(path_data, "/025_hypspec_aio/")
-path_hyp_nrm = paste0(path_data, "/030_hypspec_nrm/")
-path_hyp_vegidcs = paste0(path_data, "/040_hypspec_vegidcs/")
-path_hyp_kmdc = paste0(path_data, "/050_hypspec_kmdc/")
-path_hyp_raoq = paste0(path_data, "/060_hypspec_raoq/")
-path_hyp_glcm = paste0(path_data, "/070_hypspec_glcm/")
-path_hyp_pred = paste0(path_data, "/090_hypspec_pred/")
-path_comb_gpm_sr = paste0(path_data, "/100_comb_gpm_sr/")
-path_model_gpm = paste0(path_data, "/200_model_gpm_sr/")
-path_plots = paste0(path_data, "/plots/")
-path_rdata = paste0(path_data, "/rdata/")
-path_meta = paste0(path_data, "/meta/")
-path_temp = paste0(path_data, "/temp/")
-path_output = paste0(path_data, "/output/")
-path_vis = paste0(path_data, "/vis/")
-# Set libraries ----------------------------------------------------------------
-library(biodivTools) # devtools::install_github("environmentalinformatics-marburg/biodivTools")
-library(CAST)
-library(corrplot)
-library(doParallel)
-library(grid)
-library(gridExtra)
-library(gpm)  # devtools::install_github("environmentalinformatics-marburg/gpm")
-library(hsdar)
-# library(lavaan)
-# library(rPointDB)
-library(rgeos)
-library(ggplot2)
-library(mapview)
-# library(metTools)  # devtools::install_github("environmentalinformatics-marburg/metTools")
-library(raster)
-library(RStoolbox)
-library(reshape2)
-library(rgdal)
-# library(satellite)
-library(satelliteTools)  # devtools::install_github("environmentalinformatics-marburg/satelliteTools")
-# library(semPlot)
-library(sp)
-library(spacetime)
-# library(vegan)
-# library(yaml)
-# Other settings ---------------------------------------------------------------
-source(filepath_source)
-rasterOptions(tmpdir = path_temp)
-saga_cmd = "C:/OSGeo4W64/apps/saga-ltr/saga_cmd.exe"
-# initOTB("C:/OSGeo4W64/bin/")
-initOTB("C:/OSGeo4W64/OTB-6.2.0-Win64/bin/")
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-dir.create(paste0(path_hyp_glcm), showWarnings = FALSE)
-hd_files = c(list.files(path_hyp_kmdc, recursive = FALSE, full.names = TRUE))
-h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
-windows = c(3, 11, 31)
-n_grey = c(32)
-i = 1
-filename = basename(hd_files[i])
-productid = substr(filename, 1, nchar(filename)-4)
-r = readRDS(hd_files[[i]])
-txtr_wg = lapply(windows, function(w){
-txtr_g = lapply(n_grey, function(g){
-txtr = glcmTextures(r, kernel_size = w,
-stats = c("entropy", "homogeneity", "second_moment"),
-n_grey = g)
-names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
-return(txtr)
-})
-})
-txtr_wg = stack(unlist(txtr_wg, recursive = TRUE))
-txtr_wg
-paste0(path_hyp_glcm, productid, "_glcm.rds"))
-paste0(path_hyp_glcm, productid, "_glcm.rds")
-saveRDS(txtr_wg, file = paste0(path_hyp_glcm, productid, "_glcm.rds"))
-dir.create(paste0(path_hyp_glcm), showWarnings = FALSE)
-hd_files = c(list.files(path_hyp_kmdc, recursive = FALSE, full.names = TRUE))
-h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
-windows = c(3, 11, 31)
-n_grey = c(32)
-foreach (i = seq(length(hd_files))) %do% {
-filename = basename(hd_files[i])
-productid = substr(filename, 1, nchar(filename)-4)
-r = readRDS(hd_files[[i]])
-txtr_wg = lapply(windows, function(w){
-txtr_g = lapply(n_grey, function(g){
-txtr = glcmTextures(r, kernel_size = w,
-stats = c("entropy", "homogeneity", "second_moment"),
-n_grey = g)
-names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
-return(txtr)
-})
-})
-txtr_wg = stack(unlist(txtr_wg, recursive = TRUE))
-saveRDS(txtr_wg, file = paste0(path_hyp_glcm, productid, "_glcm.rds"))
-}
-# Compute texture metrics on mean distance from centroid datasets.
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-# if(length(showConnections()) == 0){
-#   cores = 2
-#   cl = parallel::makeCluster(cores)
-#   doParallel::registerDoParallel(cl)
-# }
-dir.create(paste0(path_hyp_glcm), showWarnings = FALSE)
-hd_files = c(list.files(path_hyp_kmdc, recursive = FALSE, full.names = TRUE))
-h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
-windows = c(3, 11, 31)
-n_grey = c(32)
-foreach (i = seq(length(hd_files))) %do% {
-filename = basename(hd_files[i])
-productid = substr(filename, 1, nchar(filename)-4)
-r = readRDS(hd_files[[i]])
-txtr_wg = lapply(windows, function(w){
-txtr_g = lapply(n_grey, function(g){
-txtr = glcmTextures(r, kernel_size = w,
-stats = c("entropy", "homogeneity", "second_moment"),
-n_grey = g, parallel = FALSE)
-names(txtr[[1]]) = paste0(productid, "_", names(txtr[[1]]), "_w", sprintf("%02d", w), "_g", sprintf("%02d", g))
-return(txtr)
-})
-})
-txtr_wg = stack(unlist(txtr_wg, recursive = TRUE))
-saveRDS(txtr_wg, file = paste0(path_hyp_glcm, productid, "_glcm.rds"))
-}
-# Visually check data
-visCheck(datapath = path_hyp_glcm, polygonfile = paste0(path_plots, "BPolygon.shp"), band = 1)
-dir.create(paste0(path_hyp_pred), showWarnings = FALSE)
-hd_files = c(list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE),
-list.files(path_hyp_kmdc, recursive = FALSE, full.names = TRUE),
-list.files(path_hyp_glcm, recursive = FALSE, full.names = TRUE),
-list.files(path_hyp_raoq, recursive = FALSE, full.names = TRUE))
-h_meta = readRDS(paste0(path_meta, "hyp_meta.rds"))
-if(length(showConnections()) == 0){
-cores = 3
-cl = parallel::makeCluster(cores)
-doParallel::registerDoParallel(cl)
-}
-preds = foreach (i = seq(length(hd_files))) %do% {
-print(i)
-r = readRDS(hd_files[[i]])
-nms = names(r)
-plotid = substr(nms[1], 1, 4)
-productid = substr(nms, 6, nchar(nms))
-l = lapply(seq(nlayers(r)), function(l){
-df = data.frame(mean(getValues(r[[l]]), na.rm = TRUE), sd(getValues(r[[l]]), na.rm = TRUE))
-colnames(df) = c(paste0(productid[l], c("_mean", "_sd")))
-return(df)
-})
-df = do.call("cbind", l)
-df = data.frame(plotID = plotid, df)
-return(df)
-}
-grep("pcai_kmdc_glcm.rds", hd_files)
-grep("vegidcs_kmdc_glcm.rds", hd_files)
-grp = list(grep("vegidcs.rds", hd_files),
-grep("vegidcs_raoq_3.rds", hd_files),
-grep("vegidcs_kmdc.rds", hd_files),
-grep("vegidcs_kmdc_glcm.rds", hd_files),
-grep("vegidcs_kmdc_raoq_3.rds", hd_files),
-grep("pcai_raoq_3.rds", hd_files),
-grep("pcai_kmdc.rds", hd_files),
-grep("pcai_kmdc_glcm.rds", hd_files),
-grep("pcai_kmdc_raoq_3.rds", hd_files))
-length(unlist(grp)) == length(preds)
-if(length(unlist(grp)) == length(preds)){
-df = lapply(grp, function(g){
-do.call("rbind", preds[g])
-})
-df = do.call("cbind", df)
-df = df[, -grep("plotID", colnames(df))[-1]]
-}
-saveRDS(df, file = paste0(path_hyp_pred, "hyperspec_preds.rds"))
-head(df)
-complete.cases(df, file = paste0(path_hyp_pred, "hyperspec_preds.rds"))
-complete.cases(df)
-all(complete.cases(df))
-dim(df)
-stopCluster(cl)
-# Visually check data
-corrplot(cor(df[, -1]))
-?corrplot
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-path_hyp_pred
-preds = readRDS(paste0(path_hyp_pred, "hyperspec_preds.rds"))
-bd = readRDS(paste0(path_biodiv, "biodiv.rds"))
-comb = merge(bd, preds, by = c("plotID"), all.x = TRUE, all.y = TRUE)
-comb$SelCat = substr(as.character(comb$plotID), 1, 3)
-comb$SelNbr = substr(as.character(comb$plotID), 4, 4)
-col_selector = which(names(comb) %in% c("SelCat", "SelNbr"))
-col_diversity = seq(which("SRmammals" == colnames(comb)),
-which("SRallplants" == colnames(comb)))
-colnames(comb)
-col_precitors = c(which("elevation" == colnames(comb)),
-seq(which("lui_biomass_removal" == colnames(comb)),
-which("lui" == colnames(comb))),
-seq(which("CARI_mean" == colnames(comb)),
-which("pcai_kmdc_raoq_sd" == colnames(comb))))
-which(!seq(ncol(comb)) %in% c(col_selector, col_diversity, col_precitors))
-col_meta = which(!seq(ncol(comb)) %in% c(col_selector, col_diversity, col_precitors))
-meta <- createGPMMeta(comb, type = "input",
-selector = col_selector,
-response = col_diversity,
-predictor = col_precitors,
-meta = col_meta)
-comb <- gpm(comb, meta, scale = FALSE)
-dir.create(paste0(path_comb_gpm), showWarnings = FALSE)
-path_comb_gpm
-path_comb_gpm_sr = paste0(path_data, "/100_comb_gpm_sr/")
-path_model_gpm_sr = paste0(path_data, "/200_model_gpm_sr/")
-dir.create(paste0(path_comb_gpm_sr), showWarnings = FALSE)
-saveRDS(comb, file = paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
-comb
-comb
-m1 = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled_modell.rds"))
-m1 = readRDS(paste0(path_model_gpm_sr, "ki_hyperspec_biodiv_non_scaled_modell.rds"))
-m2 = readRDS(paste0(path_model_gpm_sr, "ki_hyperspec_biodiv_non_scaled_modell_rf.rds"))
-m1@model$pls_ffs[[1]][[1]]$model
-m2@model$pls_ffs[[1]][[1]]$model
-m2@model[[1]][[1]][[1]]$model
-m2@model[[1]][[1]][[1]]$model$pred
-m2@model[[1]][[1]][[1]]$model$finalModel$importance
-m1@model[[1]][[1]][[1]]$model$finalModel$importance
-m1@model[[1]][[1]][[1]]$model$finalModel$coefficients
-m1@model[[1]][[1]][[1]]$model$finalModel$loadings
-m1@model[[1]][[1]][[1]]$model
-m1@model[[1]][[1]][[1]]$model$finalModel$loadings
-m2@model[[1]][[1]][[1]]$model$finalModel$importance
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-if(length(showConnections()) == 0){
-cores = 3
-cl = parallel::makeCluster(cores)
-doParallel::registerDoParallel(cl)
-}
-dir.create(paste0(path_model_gpm_sr), showWarnings = FALSE)
-comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
-comb@meta$input$RESPONSE_FINAL = "SRsnails"
-comb@data$input = comb@data$input[complete.cases(comb@data$input[, c(comb@meta$input$RESPONSE_FINAL, comb@meta$input$PREDICTOR_FINAL)]), ]
-comb = createIndexFolds(x = comb, nested_cv = FALSE)
-comb@meta$input$PREDICTOR_FINAL
-comb@meta$input$PREDICTOR_FINAL[, -seq(7)]
-comb@meta$input$PREDICTOR_FINAL[, -c(1:7)]
-comb@meta$input$PREDICTOR_FINAL[-c(1:7)]
-comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR_FINAL[-c(1:7)]
-comb = trainModel(x = comb,
-metric = "RMSE",
-n_var = NULL,
-mthd = "rf",
-mode = "ffs",
-seed_nbr = 11,
-cv_nbr = NULL,
-var_selection = "indv",
-filepath_tmp = NULL)
-saveRDS(comb, file = paste0(path_model_gpm_sr, "ki_hyperspec_biodiv_non_scaled_modell_rf_rs_only.rds"))
-comb@model[[1]][[1]][[1]]$model
-comb@model[[1]][[1]][[2]]$model
-comb@model[[1]][[2]][[1]]$model
-comb@model[[1]][[1]][[1]]$model
-comb@model[[1]][[1]][[1]]$model$results
-comb@meta$input$TRAIN_TEST
-comb@model[[1]][[1]][[1]]$model$finalModel
-comb@model[[1]][[1]][[1]]$model
-comb@model[[1]][[1]][[1]]$model$metric
-comb@model[[1]][[1]][[1]]$model$resample
-comb@model[[1]][[1]][[1]]$model
-comb@model[[1]][[1]][[1]]$model$resample
-comb@model[[1]][[1]][[1]]$model$resample[comb@model[[1]][[1]][[1]]$model$resample$mtry == 3,]
-summary(comb@model[[1]][[1]][[1]]$model$resample[comb@model[[1]][[1]][[1]]$model$resample$mtry == 3,])
-comb@model[[1]][[1]][[1]]$model
-comb@model[[1]][[1]][[1]]$model$perfNames
-comb@model[[1]][[1]][[1]]$model$selectedvars
-comb@model[[1]][[1]][[1]]$model$selectedvars_perf_SE
-comb@model[[1]][[1]][[1]]$model$selectedvars_perf
-comb@model[[1]][[1]][[1]]$model$levels
-comb@model[[1]][[1]][[1]]$model$finalModel
-comb@model[[1]][[1]][[1]]$model$finalModel$importance
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-if(length(showConnections()) == 0){
-cores = 3
-cl = parallel::makeCluster(cores)
-doParallel::registerDoParallel(cl)
-}
-comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
-comb@meta$input$RESPONSE_FINAL
-r = comb@meta$input$RESPONSE_FINAL[[1
-]]
-r
-comb@meta$input$RESPONSE
-comb@meta$input$RESPONSE_FINAL = r
-comb@data$input = comb@data$input[complete.cases(comb@data$input[, c(comb@meta$input$RESPONSE_FINAL, comb@meta$input$PREDICTOR_FINAL)]), ]
-comb@meta$input$RESPONSE_FINAL
-nrow(comb@data$input)
-comb@meta$input$PREDICTOR
-comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[-c(1:7)]
-comb@meta$input$PREDICTOR_FINAL
-comb
-r
-paste0(path_model_gpm_sr,
-"ki_hyperspec_biodiv_non_scaled_modell_rf_rs_only_",
-r,
-".rds")
-path_model_gpm_sr
-hd_files = c(list.files(path_hyp_vegidcs, recursive = FALSE, full.names = TRUE),
-list.files(path_hyp_kmdc, recursive = FALSE, full.names = TRUE),
-list.files(path_hyp_glcm, recursive = FALSE, full.names = TRUE),
-list.files(path_hyp_raoq, recursive = FALSE, full.names = TRUE))
-hd_files
-grp = list(grep("vegidcs.rds", hd_files),
-grep("vegidcs_raoq_3.rds", hd_files),
-grep("vegidcs_kmdc.rds", hd_files),
-grep("vegidcs_kmdc_glcm.rds", hd_files),
-grep("vegidcs_kmdc_raoq_3.rds", hd_files),
-grep("pcai_raoq_3.rds", hd_files),
-grep("pcai_kmdc.rds", hd_files),
-grep("pcai_kmdc_glcm.rds", hd_files),
-grep("pcai_kmdc_raoq_3.rds", hd_files))
-grp
-hd_files[grep("cof1", hd_files)]
-comb@meta$input$PREDICTOR_FINAL
-filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
-path_model_gpm_sr
-path_model_gpm_sr
-filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
-path_model_gpm_sr
diff --git a/src/000_set_environment_linux.R b/src/000_set_environment_linux.R
index e0c974d..f428570 100644
--- a/src/000_set_environment_linux.R
+++ b/src/000_set_environment_linux.R
@@ -19,6 +19,7 @@ path_hyp_glcm = paste0(path_data, "/070_hypspec_glcm/")
 path_hyp_pred = paste0(path_data, "/090_hypspec_pred/")
 path_comb_gpm_sr = paste0(path_data, "/100_comb_gpm_sr/")
 path_model_gpm_sr = paste0(path_data, "/200_model_gpm_sr/")
+path_analysis_sr = paste0(path_data, "/300_analysis_sr/")
 
 path_plots = paste0(path_data, "/plots/")
 path_rdata = paste0(path_data, "/rdata/")
diff --git a/src/200_predict_biodiv_sr.R b/src/200_predict_biodiv_sr.R
index 815f646..86c2039 100644
--- a/src/200_predict_biodiv_sr.R
+++ b/src/200_predict_biodiv_sr.R
@@ -7,7 +7,7 @@ if(Sys.info()["sysname"] == "Windows"){
 source(filepath_base)
 
 if(length(showConnections()) == 0){
-  cores = 3
+  cores = 20
   cl = parallel::makeCluster(cores)
   doParallel::registerDoParallel(cl)
 }
@@ -15,13 +15,70 @@ if(length(showConnections()) == 0){
 dir.create(paste0(path_model_gpm_sr), showWarnings = FALSE)
 
 comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
+
+
+# Predict with elevation and lui only
+comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[c(1,7)]
+
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "rf", "CAST")) %dopar% {
+  
+  model = comb
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "rf",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr, 
+                               "ki_sr_elui_non_scaled_rf_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+
+# Predict with all elevation and lui information only
+comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[c(1:7)]
+
+
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "rf", "CAST")) %dopar% {
+  
+  model = comb
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "rf",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr, 
+                               "ki_sr_eall_non_scaled_rf_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+# Predict with hyperspectral data only
 comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[-c(1:7)]
 
-lapply(comb@meta$input$RESPONSE, function(r){
-  comb@meta$input$RESPONSE_FINAL = r
-  comb@data$input = comb@data$input[complete.cases(comb@data$input[, c(comb@meta$input$RESPONSE_FINAL, comb@meta$input$PREDICTOR_FINAL)]), ]
-  comb = createIndexFolds(x = comb, nested_cv = FALSE)
-  comb = trainModel(x = comb,
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "rf", "CAST")) %dopar% {
+  
+  model = comb
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
                     metric = "RMSE",
                     n_var = NULL, 
                     mthd = "rf",
@@ -30,17 +87,11 @@ lapply(comb@meta$input$RESPONSE, function(r){
                     cv_nbr = NULL,
                     var_selection = "indv",
                     filepath_tmp = NULL)
-  saveRDS(comb, file = paste0(path_model_gpm_sr, 
-                              "ki_hs_bd_sr_non_scaled_rf_rso_", 
-                              r, 
+  
+    saveRDS(model, file = paste0(path_model_gpm_sr, 
+                              "ki_sr_spec_non_scaled_rf_", 
+                              model@meta$input$RESPONSE_FINAL, 
                               ".rds"))
-})
-
-
-
-
-
-
-# saveRDS(comb, file = paste0(path_model_gpm_sr, "ki_hyperspec_biodiv_non_scaled_modell.rds"))
+}
 
 stopCluster(cl)
\ No newline at end of file
diff --git a/src/300_analyse_biodiv_sr.R b/src/300_analyse_biodiv_sr.R
new file mode 100644
index 0000000..b27c377
--- /dev/null
+++ b/src/300_analyse_biodiv_sr.R
@@ -0,0 +1,53 @@
+# Combine hyperspectral predictores and biodiversity variables in gpm class.
+if(Sys.info()["sysname"] == "Windows"){
+  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+} else {
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
+}
+source(filepath_base)
+
+if(length(showConnections()) == 0){
+  cores = 3
+  cl = parallel::makeCluster(cores)
+  doParallel::registerDoParallel(cl)
+}
+
+dir.create(path_analysis_sr, showWarnings = FALSE)
+
+
+# Combine all models into one gpm object
+model_files = list.files(path_model_gpm_sr, full.names = TRUE)
+
+all_models = readRDS(model_files[[1]])
+all_models@log = NULL
+
+for(i in (seq(2, length(model_files)))){
+  all_models@model[[1]][[i]] = readRDS(model_files[[i]])@model[[1]][[1]]
+}
+
+
+
+varImp(all_models@model[[1]][[1]][[1]]$model)
+
+caret::varImp(all_models@model[[1]][[1]][[1]]$model)
+
+tune = m@meta$input$RESPONSE_FINAL
+perf_mean = m@model[[1]][[1]][[1]]$model$results[m@model[[1]][[1]][[1]]$model$results$mtry == m@model[[1]][[1]][[1]]$model$bestTune[, 1],]
+perf_resmpls = m@model[[1]][[1]][[1]]$model$resample
+return(data.frame(SR = n, Results = t))
+
+
+model_files
+
+ms = do.call("rbind", ms)
+ms[, c(1, 4)]
+
+
+varImp(m@model$rf_ffs[[1]][[1]]$model$finalModel$importance)
+
+var_imp <- compVarImp(m@model, scale = FALSE)
+var_imp_scale <- compVarImp(models, scale = TRUE)
+plotVarImp(var_imp)
+plotVarImpHeatmap(var_imp_scale, xlab = "Species", ylab = "Band")
+tstat <- compContTests(models, mean = TRUE)
+summary(tstat[[2]])
\ No newline at end of file

From 384ce710913904bdabcd78401efe9edf84b9edc8 Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Thu, 25 Oct 2018 18:45:01 +0200
Subject: [PATCH 29/65] Update src/200_predict_biodiv_sr.R

---
 src/200_predict_biodiv_sr.R | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/200_predict_biodiv_sr.R b/src/200_predict_biodiv_sr.R
index 86c2039..fb9c002 100644
--- a/src/200_predict_biodiv_sr.R
+++ b/src/200_predict_biodiv_sr.R
@@ -20,7 +20,7 @@ comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
 # Predict with elevation and lui only
 comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[c(1,7)]
 
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "rf", "CAST")) %dopar% {
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
   
   model = comb
   model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
@@ -47,7 +47,7 @@ foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret"
 comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[c(1:7)]
 
 
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "rf", "CAST")) %dopar% {
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
   
   model = comb
   model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
@@ -72,7 +72,7 @@ foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret"
 # Predict with hyperspectral data only
 comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[-c(1:7)]
 
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "rf", "CAST")) %dopar% {
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
   
   model = comb
   model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]

From 556e04f23213851e786ab1e2e06bdf2448612ea4 Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Tue, 30 Oct 2018 18:00:16 +0100
Subject: [PATCH 30/65] Update

---
 ...redictores_biodiv_sr_elevation_residuals.R | 15 +++
 src/200_predict_biodiv_sr.R                   | 55 +++++------
 src/300_analyse_biodiv_sr.R                   | 92 ++++++++++++-------
 3 files changed, 102 insertions(+), 60 deletions(-)
 create mode 100644 src/105_combine_predictores_biodiv_sr_elevation_residuals.R

diff --git a/src/105_combine_predictores_biodiv_sr_elevation_residuals.R b/src/105_combine_predictores_biodiv_sr_elevation_residuals.R
new file mode 100644
index 0000000..3f69dff
--- /dev/null
+++ b/src/105_combine_predictores_biodiv_sr_elevation_residuals.R
@@ -0,0 +1,15 @@
+# Combine hyperspectral predictores and biodiversity variables in gpm class.
+
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+
+comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
+
+
+
+
+
+
+
+dir.create(paste0(path_comb_gpm_sr), showWarnings = FALSE)
+
+saveRDS(comb, file = paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
diff --git a/src/200_predict_biodiv_sr.R b/src/200_predict_biodiv_sr.R
index fb9c002..4f59c8d 100644
--- a/src/200_predict_biodiv_sr.R
+++ b/src/200_predict_biodiv_sr.R
@@ -17,32 +17,6 @@ dir.create(paste0(path_model_gpm_sr), showWarnings = FALSE)
 comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
 
 
-# Predict with elevation and lui only
-comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[c(1,7)]
-
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
-  
-  model = comb
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "rf",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_elui_non_scaled_rf_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-
 # Predict with all elevation and lui information only
 comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[c(1:7)]
 
@@ -64,7 +38,7 @@ foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret"
                      filepath_tmp = NULL)
   
   saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_eall_non_scaled_rf_", 
+                               "ki_sr_elui_non_scaled_rf_", 
                                model@meta$input$RESPONSE_FINAL, 
                                ".rds"))
 }
@@ -94,4 +68,31 @@ foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret"
                               ".rds"))
 }
 
+
+# Predict with all data
+comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR
+
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
+  
+  model = comb
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "rf",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr, 
+                               "ki_sr_elsp_non_scaled_rf_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+
 stopCluster(cl)
\ No newline at end of file
diff --git a/src/300_analyse_biodiv_sr.R b/src/300_analyse_biodiv_sr.R
index b27c377..7e17fd2 100644
--- a/src/300_analyse_biodiv_sr.R
+++ b/src/300_analyse_biodiv_sr.R
@@ -16,38 +16,64 @@ dir.create(path_analysis_sr, showWarnings = FALSE)
 
 
 # Combine all models into one gpm object
-model_files = list.files(path_model_gpm_sr, full.names = TRUE)
 
-all_models = readRDS(model_files[[1]])
-all_models@log = NULL
 
-for(i in (seq(2, length(model_files)))){
-  all_models@model[[1]][[i]] = readRDS(model_files[[i]])@model[[1]][[1]]
-}
-
-
-
-varImp(all_models@model[[1]][[1]][[1]]$model)
-
-caret::varImp(all_models@model[[1]][[1]][[1]]$model)
-
-tune = m@meta$input$RESPONSE_FINAL
-perf_mean = m@model[[1]][[1]][[1]]$model$results[m@model[[1]][[1]][[1]]$model$results$mtry == m@model[[1]][[1]][[1]]$model$bestTune[, 1],]
-perf_resmpls = m@model[[1]][[1]][[1]]$model$resample
-return(data.frame(SR = n, Results = t))
-
-
-model_files
-
-ms = do.call("rbind", ms)
-ms[, c(1, 4)]
-
-
-varImp(m@model$rf_ffs[[1]][[1]]$model$finalModel$importance)
-
-var_imp <- compVarImp(m@model, scale = FALSE)
-var_imp_scale <- compVarImp(models, scale = TRUE)
-plotVarImp(var_imp)
-plotVarImpHeatmap(var_imp_scale, xlab = "Species", ylab = "Band")
-tstat <- compContTests(models, mean = TRUE)
-summary(tstat[[2]])
\ No newline at end of file
+mtypes = c("*elui*", "*eall*", "*spec*")
+
+mtypes = c("*eall*", "*spec*")
+
+model_results = lapply(mtypes, function(mt){
+  model_files = list.files(path_model_gpm_sr, full.names = TRUE,
+                           pattern = glob2rx(mt))
+  
+  all_models = readRDS(model_files[[1]])
+  
+  for(i in (seq(2, length(model_files)))){
+    all_models@model[[1]][[i]] = readRDS(model_files[[i]])@model[[1]][[1]]
+  }
+  
+  smr = lapply(all_models@model[[1]], function(m){
+    data.frame(mtype = mt,
+               resp = m[[1]]$response,
+               m[[1]]$model$results[m[[1]]$model$results$mtry == 
+                                      m[[1]]$model$bestTune$mtry,]
+    )
+  })
+  smr = do.call("rbind", smr)
+  return(smr)
+})
+
+model_results = do.call("rbind", model_results)
+
+model_results[order(model_results$resp),]
+
+
+
+
+
+
+
+# varImp(all_models@model[[1]][[1]][[1]]$model)
+# 
+# caret::varImp(all_models@model[[1]][[1]][[1]]$model)
+# 
+# tune = m@meta$input$RESPONSE_FINAL
+# perf_mean = m@model[[1]][[1]][[1]]$model$results[m@model[[1]][[1]][[1]]$model$results$mtry == m@model[[1]][[1]][[1]]$model$bestTune[, 1],]
+# perf_resmpls = m@model[[1]][[1]][[1]]$model$resample
+# return(data.frame(SR = n, Results = t))
+# 
+# 
+# model_files
+# 
+# ms = do.call("rbind", ms)
+# ms[, c(1, 4)]
+# 
+# 
+# varImp(m@model$rf_ffs[[1]][[1]]$model$finalModel$importance)
+# 
+# var_imp <- compVarImp(m@model, scale = FALSE)
+# var_imp_scale <- compVarImp(models, scale = TRUE)
+# plotVarImp(var_imp)
+# plotVarImpHeatmap(var_imp_scale, xlab = "Species", ylab = "Band")
+# tstat <- compContTests(models, mean = TRUE)
+# summary(tstat[[2]])
\ No newline at end of file

From 21a78b49acd764f827f0dba0c4669d9ef2c35033 Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Tue, 30 Oct 2018 20:00:03 +0100
Subject: [PATCH 31/65] Update src/300_analyse_biodiv_sr.R

---
 src/300_analyse_biodiv_sr.R | 42 ++++++++++++++++++++-----------------
 1 file changed, 23 insertions(+), 19 deletions(-)

diff --git a/src/300_analyse_biodiv_sr.R b/src/300_analyse_biodiv_sr.R
index 7e17fd2..2cb1169 100644
--- a/src/300_analyse_biodiv_sr.R
+++ b/src/300_analyse_biodiv_sr.R
@@ -16,13 +16,10 @@ dir.create(path_analysis_sr, showWarnings = FALSE)
 
 
 # Combine all models into one gpm object
+mtypes = c("*elui*", "*spec*", "*elsp*")
 
 
-mtypes = c("*elui*", "*eall*", "*spec*")
-
-mtypes = c("*eall*", "*spec*")
-
-model_results = lapply(mtypes, function(mt){
+all_models = lapply(mtypes, function(mt){
   model_files = list.files(path_model_gpm_sr, full.names = TRUE,
                            pattern = glob2rx(mt))
   
@@ -32,27 +29,34 @@ model_results = lapply(mtypes, function(mt){
     all_models@model[[1]][[i]] = readRDS(model_files[[i]])@model[[1]][[1]]
   }
   
-  smr = lapply(all_models@model[[1]], function(m){
-    data.frame(mtype = mt,
-               resp = m[[1]]$response,
-               m[[1]]$model$results[m[[1]]$model$results$mtry == 
-                                      m[[1]]$model$bestTune$mtry,]
-    )
-  })
-  smr = do.call("rbind", smr)
-  return(smr)
+  return(all_models)
+  
 })
 
+names(all_models) = mtypes
+
+var_imp <- compVarImp(all_models$`*elui*`@model$rf_ffs, scale = FALSE)
+var_imp_scale <- compVarImp(all_models$`*elui*`@model$rf_ffs, scale = TRUE)
+plotVarImp(var_imp)
+plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
+tstat <- compContTests(models, mean = TRUE)
+summary(tstat[[2]])
+
+# smr = lapply(all_models@model[[1]], function(m){
+#   data.frame(mtype = mt,
+#              resp = m[[1]]$response,
+#              m[[1]]$model$results[m[[1]]$model$results$mtry == 
+#                                     m[[1]]$model$bestTune$mtry,]
+#   )
+# })
+# smr = do.call("rbind", smr)
+# return(smr)
+
 model_results = do.call("rbind", model_results)
 
 model_results[order(model_results$resp),]
 
 
-
-
-
-
-
 # varImp(all_models@model[[1]][[1]][[1]]$model)
 # 
 # caret::varImp(all_models@model[[1]][[1]][[1]]$model)

From c8c72799f14b107b212ea0ac25b9273fb7d6509e Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Fri, 2 Nov 2018 08:52:40 +0100
Subject: [PATCH 32/65] Add elevation residuals

---
 src/000_set_environment.R                     |  2 +
 src/000_set_environment_linux.R               |  2 +
 ...redictores_biodiv_sr_elevation_residuals.R | 15 ---
 ...redictores_biodiv_sr_elevation_residuals.R | 47 +++++++++
 src/210_predict_biodiv_sr_elev_res.R          | 98 +++++++++++++++++++
 5 files changed, 149 insertions(+), 15 deletions(-)
 delete mode 100644 src/105_combine_predictores_biodiv_sr_elevation_residuals.R
 create mode 100644 src/110_combine_predictores_biodiv_sr_elevation_residuals.R
 create mode 100644 src/210_predict_biodiv_sr_elev_res.R

diff --git a/src/000_set_environment.R b/src/000_set_environment.R
index 86a9fff..21d5db9 100644
--- a/src/000_set_environment.R
+++ b/src/000_set_environment.R
@@ -18,7 +18,9 @@ path_hyp_raoq = paste0(path_data, "/060_hypspec_raoq/")
 path_hyp_glcm = paste0(path_data, "/070_hypspec_glcm/")
 path_hyp_pred = paste0(path_data, "/090_hypspec_pred/")
 path_comb_gpm_sr = paste0(path_data, "/100_comb_gpm_sr/")
+path_comb_gpm_sr_elev_res = paste0(path_data, "/110_comb_gpm_sr_elev_res/")
 path_model_gpm_sr = paste0(path_data, "/200_model_gpm_sr/")
+path_model_gpm_sr_elev_res = paste0(path_data, "/210_model_gpm_sr_elev_res/")
 
 path_plots = paste0(path_data, "/plots/")
 path_rdata = paste0(path_data, "/rdata/")
diff --git a/src/000_set_environment_linux.R b/src/000_set_environment_linux.R
index f428570..82321d6 100644
--- a/src/000_set_environment_linux.R
+++ b/src/000_set_environment_linux.R
@@ -18,7 +18,9 @@ path_hyp_raoq = paste0(path_data, "/060_hypspec_raoq/")
 path_hyp_glcm = paste0(path_data, "/070_hypspec_glcm/")
 path_hyp_pred = paste0(path_data, "/090_hypspec_pred/")
 path_comb_gpm_sr = paste0(path_data, "/100_comb_gpm_sr/")
+path_comb_gpm_sr_elev_res = paste0(path_data, "/110_comb_gpm_sr_elev_res/")
 path_model_gpm_sr = paste0(path_data, "/200_model_gpm_sr/")
+path_model_gpm_sr_elev_res = paste0(path_data, "/210_model_gpm_sr_elev_res/")
 path_analysis_sr = paste0(path_data, "/300_analysis_sr/")
 
 path_plots = paste0(path_data, "/plots/")
diff --git a/src/105_combine_predictores_biodiv_sr_elevation_residuals.R b/src/105_combine_predictores_biodiv_sr_elevation_residuals.R
deleted file mode 100644
index 3f69dff..0000000
--- a/src/105_combine_predictores_biodiv_sr_elevation_residuals.R
+++ /dev/null
@@ -1,15 +0,0 @@
-# Combine hyperspectral predictores and biodiversity variables in gpm class.
-
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-
-comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
-
-
-
-
-
-
-
-dir.create(paste0(path_comb_gpm_sr), showWarnings = FALSE)
-
-saveRDS(comb, file = paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
diff --git a/src/110_combine_predictores_biodiv_sr_elevation_residuals.R b/src/110_combine_predictores_biodiv_sr_elevation_residuals.R
new file mode 100644
index 0000000..022abf8
--- /dev/null
+++ b/src/110_combine_predictores_biodiv_sr_elevation_residuals.R
@@ -0,0 +1,47 @@
+# Combine hyperspectral predictores and biodiversity variables in gpm class.
+
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+
+if(length(showConnections()) == 0){
+  cores = 20
+  cl = parallel::makeCluster(cores)
+  doParallel::registerDoParallel(cl)
+}
+
+comb_elev_res = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
+
+comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[c(1)]
+
+for (i in seq(length(comb@meta$input$RESPONSE))){
+  print(i)  
+  comb_elev_res@meta$input$RESPONSE_FINAL = comb_elev_res@meta$input$RESPONSE[i]
+  comb_elev_res@data$input = comb_elev_res@data$input[complete.cases(comb_elev_res@data$input[, c(comb_elev_res@meta$input$RESPONSE_FINAL, comb_elev_res@meta$input$PREDICTOR_FINAL)]), ]
+  comb_elev_res = createIndexFolds(x = comb_elev_res, nested_cv = FALSE)
+  
+  
+  comb_elev_res = trainModel(x = comb_elev_res,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "gam",
+                     mode = "none",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  comb_elev_res@model$gam_none[[1]][[1]]$model
+  
+  comb_elev_res@data$input[, paste0(comb_elev_res@meta$input$RESPONSE_FINAL, "_elev_res")] = 
+    as.vector(comb_elev_res@data$input[, comb_elev_res@meta$input$RESPONSE_FINAL] - 
+    predict(comb_elev_res@model$gam_none[[1]][[1]]$model, comb_elev_res@data$input))
+  
+}
+
+# Remove original biodiversity information and update meta information
+comb_elev_res@data$input[, comb_elev_res@meta$input$RESPONSE] = NULL
+comb_elev_res@meta$input$RESPONSE = paste0(comb_elev_res@meta$input$RESPONSE, "_elev_res")
+
+dir.create(paste0(path_comb_gpm_sr_elev_res), showWarnings = FALSE)
+
+saveRDS(comb_elev_res, file = paste0(path_comb_gpm_sr_elev_res, "ki_hyperspec_biodiv_non_scaled_elev_res.rds"))
+
diff --git a/src/210_predict_biodiv_sr_elev_res.R b/src/210_predict_biodiv_sr_elev_res.R
new file mode 100644
index 0000000..60b156c
--- /dev/null
+++ b/src/210_predict_biodiv_sr_elev_res.R
@@ -0,0 +1,98 @@
+# comb_elev_resine hyperspectral predictores and biodiversity variables in gpm class.
+if(Sys.info()["sysname"] == "Windows"){
+  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+} else {
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
+}
+source(filepath_base)
+
+if(length(showConnections()) == 0){
+  cores = 20
+  cl = parallel::makeCluster(cores)
+  doParallel::registerDoParallel(cl)
+}
+
+dir.create(paste0(path_model_gpm_sr_elev_res), showWarnings = FALSE)
+
+comb_elev_res = readRDS(paste0(path_comb_gpm_sr_elev_res, "ki_hyperspec_biodiv_non_scaled_elev_res.rds"))
+
+
+# Predict with all elevation and lui information only
+comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[c(1:7)]
+
+
+foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
+  
+  model = comb_elev_res
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "rf",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
+                               "ki_sr_elui_non_scaled_elev_res_rf_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+# Predict with hyperspectral data only
+comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[-c(1:7)]
+
+foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
+  
+  model = comb_elev_res
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                    metric = "RMSE",
+                    n_var = NULL, 
+                    mthd = "rf",
+                    mode = "ffs",
+                    seed_nbr = 11, 
+                    cv_nbr = NULL,
+                    var_selection = "indv",
+                    filepath_tmp = NULL)
+  
+    saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
+                              "ki_sr_spec_non_scaled_elev_res_rf_", 
+                              model@meta$input$RESPONSE_FINAL, 
+                              ".rds"))
+}
+
+
+# Predict with all data
+comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR
+
+foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
+  
+  model = comb_elev_res
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "rf",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
+                               "ki_sr_elsp_non_scaled_elev_res_rf_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+
+stopCluster(cl)
\ No newline at end of file

From dfc6044594780d03f931883d37f0f1962039af25 Mon Sep 17 00:00:00 2001
From: tnauss <nauss@staff.uni-marburg.de>
Date: Sun, 18 Nov 2018 19:08:06 +0100
Subject: [PATCH 33/65] Update 010_biodiv_preprocessing.R

---
 src/010_biodiv_preprocessing.R | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/src/010_biodiv_preprocessing.R b/src/010_biodiv_preprocessing.R
index 9406418..3b98a3c 100644
--- a/src/010_biodiv_preprocessing.R
+++ b/src/010_biodiv_preprocessing.R
@@ -2,7 +2,7 @@
 
 source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
 
-# Read dataset
+# Read species richness dataset
 bd = read.table(paste0(path_biodiv, "Biodiversity_Data_Marcel.csv"),
                 header = TRUE, sep = ";", dec = ",")
 
@@ -10,5 +10,3 @@ saveRDS(as.character(bd$plotID), file = paste0(path_biodiv, "biodiv_plots.rds"))
 saveRDS(bd, file = paste0(path_biodiv, "biodiv.rds"))
 
 
-
-

From 5a7a9fa55098df8788c8aabd488244519939cdd1 Mon Sep 17 00:00:00 2001
From: "Nauss, Thomas" <nauss@staff.uni-marburg.de>
Date: Mon, 31 Dec 2018 10:08:04 +0100
Subject: [PATCH 34/65] Add gam and pls

---
 src/000_setup.R                               |  24 ++++
 ...biodiv_sr.R => 200_predict_biodiv_sr_rf.R} |  28 ++++
 src/201_predict_biodiv_sr_rf_kmra.R           |  50 +++++++
 src/202_predict_biodiv_sr_pls.R               | 126 +++++++++++++++++
 src/204_predict_biodiv_sr_gam.R               | 126 +++++++++++++++++
 ....R => 210_predict_biodiv_sr_elev_res_rf.R} |  29 ++++
 src/211_predict_biodiv_sr_elev_res_rf_kmra.R  |  50 +++++++
 src/212_predict_biodiv_sr_elev_res_pls.R      | 127 ++++++++++++++++++
 src/214_predict_biodiv_sr_elev_res_gam.R      | 127 ++++++++++++++++++
 9 files changed, 687 insertions(+)
 create mode 100644 src/000_setup.R
 rename src/{200_predict_biodiv_sr.R => 200_predict_biodiv_sr_rf.R} (76%)
 create mode 100644 src/201_predict_biodiv_sr_rf_kmra.R
 create mode 100644 src/202_predict_biodiv_sr_pls.R
 create mode 100644 src/204_predict_biodiv_sr_gam.R
 rename src/{210_predict_biodiv_sr_elev_res.R => 210_predict_biodiv_sr_elev_res_rf.R} (77%)
 create mode 100644 src/211_predict_biodiv_sr_elev_res_rf_kmra.R
 create mode 100644 src/212_predict_biodiv_sr_elev_res_pls.R
 create mode 100644 src/214_predict_biodiv_sr_elev_res_gam.R

diff --git a/src/000_setup.R b/src/000_setup.R
new file mode 100644
index 0000000..7d5b325
--- /dev/null
+++ b/src/000_setup.R
@@ -0,0 +1,24 @@
+# Set environment for environmental information systems analysis
+
+root_folder = path.expand("~/analysis/global_forest_cover/")
+
+project_folders = c("data/",
+                    "data/biomass_1950_2010/",
+                    "data/biomass_2010_gsv/",
+                    "data/maped_datasets/",
+                    "data/gee_landcover_rainfall/",
+                    "data/tree_water_content/",
+                    "data/tmp/", 
+                    "EI-GlobalForestAnalysis/src/")
+
+libs = c("gdalUtils", "mapview", "raster", "rgdal", "sp")
+
+envrmt = createEnvi(root_folder = root_folder, folders = project_folders, 
+                    path_prefix = "path_", libs = libs,
+                    alt_env_id = "COMPUTERNAME", alt_env_value = "PCRZP",
+                    alt_env_root_folder = "F:\\BEN\\edu")
+
+# More settings
+rasterOptions(tmpdir = envrmt$path_tmp)
+mapviewOptions(basemaps = mapviewGetOption("basemaps")[c(3, 1:2, 4:5)])
+
diff --git a/src/200_predict_biodiv_sr.R b/src/200_predict_biodiv_sr_rf.R
similarity index 76%
rename from src/200_predict_biodiv_sr.R
rename to src/200_predict_biodiv_sr_rf.R
index 4f59c8d..ef73620 100644
--- a/src/200_predict_biodiv_sr.R
+++ b/src/200_predict_biodiv_sr_rf.R
@@ -95,4 +95,32 @@ foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret"
 }
 
 
+
+# Predict with kmdc and raoq only
+comb@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
+  c(grep("kmdc", comb@meta$input$PREDICTOR), 
+    grep("raoq", comb@meta$input$PREDICTOR))])
+
+
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
+  
+  model = comb
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "rf",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr, 
+                               "ki_sr_kmra_non_scaled_rf_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
 stopCluster(cl)
\ No newline at end of file
diff --git a/src/201_predict_biodiv_sr_rf_kmra.R b/src/201_predict_biodiv_sr_rf_kmra.R
new file mode 100644
index 0000000..2ddf81d
--- /dev/null
+++ b/src/201_predict_biodiv_sr_rf_kmra.R
@@ -0,0 +1,50 @@
+# Combine hyperspectral predictores and biodiversity variables in gpm class.
+if(Sys.info()["sysname"] == "Windows"){
+  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+} else {
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
+}
+source(filepath_base)
+
+if(length(showConnections()) == 0){
+  cores = 20
+  cl = parallel::makeCluster(cores)
+  doParallel::registerDoParallel(cl)
+}
+
+dir.create(paste0(path_model_gpm_sr), showWarnings = FALSE)
+
+comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
+
+
+
+
+
+# Predict with kmdc and raoq only
+comb@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
+  c(grep("kmdc", comb@meta$input$PREDICTOR), 
+    grep("raoq", comb@meta$input$PREDICTOR))])
+
+
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
+  
+  model = comb
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "rf",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr, 
+                               "ki_sr_kmra_non_scaled_rf_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+stopCluster(cl)
\ No newline at end of file
diff --git a/src/202_predict_biodiv_sr_pls.R b/src/202_predict_biodiv_sr_pls.R
new file mode 100644
index 0000000..4959bc5
--- /dev/null
+++ b/src/202_predict_biodiv_sr_pls.R
@@ -0,0 +1,126 @@
+# Combine hyperspectral predictores and biodiversity variables in gpm class.
+if(Sys.info()["sysname"] == "Windows"){
+  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+} else {
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
+}
+source(filepath_base)
+
+if(length(showConnections()) == 0){
+  cores = 20
+  cl = parallel::makeCluster(cores)
+  doParallel::registerDoParallel(cl)
+}
+
+dir.create(paste0(path_model_gpm_sr), showWarnings = FALSE)
+
+comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
+
+
+# Predict with all elevation and lui information only
+comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[c(1:7)]
+
+
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
+  
+  model = comb
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "pls",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr, 
+                               "ki_sr_elui_non_scaled_rf_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+# Predict with hyperspectral data only
+comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[-c(1:7)]
+
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
+  
+  model = comb
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                    metric = "RMSE",
+                    n_var = NULL, 
+                    mthd = "pls",
+                    mode = "ffs",
+                    seed_nbr = 11, 
+                    cv_nbr = NULL,
+                    var_selection = "indv",
+                    filepath_tmp = NULL)
+  
+    saveRDS(model, file = paste0(path_model_gpm_sr, 
+                              "ki_sr_spec_non_scaled_rf_", 
+                              model@meta$input$RESPONSE_FINAL, 
+                              ".rds"))
+}
+
+
+# Predict with all data
+comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR
+
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
+  
+  model = comb
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "pls",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr, 
+                               "ki_sr_elsp_non_scaled_rf_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+
+
+# Predict with kmdc and raoq only
+comb@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
+  c(grep("kmdc", comb@meta$input$PREDICTOR), 
+    grep("raoq", comb@meta$input$PREDICTOR))])
+
+
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
+  
+  model = comb
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "pls",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr, 
+                               "ki_sr_kmra_non_scaled_rf_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+stopCluster(cl)
\ No newline at end of file
diff --git a/src/204_predict_biodiv_sr_gam.R b/src/204_predict_biodiv_sr_gam.R
new file mode 100644
index 0000000..f871da2
--- /dev/null
+++ b/src/204_predict_biodiv_sr_gam.R
@@ -0,0 +1,126 @@
+# Combine hyperspectral predictores and biodiversity variables in gpm class.
+if(Sys.info()["sysname"] == "Windows"){
+  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+} else {
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
+}
+source(filepath_base)
+
+if(length(showConnections()) == 0){
+  cores = 20
+  cl = parallel::makeCluster(cores)
+  doParallel::registerDoParallel(cl)
+}
+
+dir.create(paste0(path_model_gpm_sr), showWarnings = FALSE)
+
+comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
+
+
+# Predict with all elevation and lui information only
+comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[c(1:7)]
+
+
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
+  
+  model = comb
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "gam",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr, 
+                               "ki_sr_elui_non_scaled_rf_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+# Predict with hyperspectral data only
+comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[-c(1:7)]
+
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
+  
+  model = comb
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                    metric = "RMSE",
+                    n_var = NULL, 
+                    mthd = "gam",
+                    mode = "ffs",
+                    seed_nbr = 11, 
+                    cv_nbr = NULL,
+                    var_selection = "indv",
+                    filepath_tmp = NULL)
+  
+    saveRDS(model, file = paste0(path_model_gpm_sr, 
+                              "ki_sr_spec_non_scaled_rf_", 
+                              model@meta$input$RESPONSE_FINAL, 
+                              ".rds"))
+}
+
+
+# Predict with all data
+comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR
+
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
+  
+  model = comb
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "gam",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr, 
+                               "ki_sr_elsp_non_scaled_rf_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+
+
+# Predict with kmdc and raoq only
+comb@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
+  c(grep("kmdc", comb@meta$input$PREDICTOR), 
+    grep("raoq", comb@meta$input$PREDICTOR))])
+
+
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
+  
+  model = comb
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "gam",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr, 
+                               "ki_sr_kmra_non_scaled_rf_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+stopCluster(cl)
\ No newline at end of file
diff --git a/src/210_predict_biodiv_sr_elev_res.R b/src/210_predict_biodiv_sr_elev_res_rf.R
similarity index 77%
rename from src/210_predict_biodiv_sr_elev_res.R
rename to src/210_predict_biodiv_sr_elev_res_rf.R
index 60b156c..8be880d 100644
--- a/src/210_predict_biodiv_sr_elev_res.R
+++ b/src/210_predict_biodiv_sr_elev_res_rf.R
@@ -95,4 +95,33 @@ foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm"
 }
 
 
+
+# Predict with kmdc and raoq only
+comb_elev_res@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
+  c(grep("kmdc", comb@meta$input$PREDICTOR), 
+    grep("raoq", comb@meta$input$PREDICTOR))])
+
+foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
+  
+  model = comb_elev_res
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "rf",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
+                               "ki_sr_kmra_non_scaled_elev_res_rf_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+
 stopCluster(cl)
\ No newline at end of file
diff --git a/src/211_predict_biodiv_sr_elev_res_rf_kmra.R b/src/211_predict_biodiv_sr_elev_res_rf_kmra.R
new file mode 100644
index 0000000..af07d57
--- /dev/null
+++ b/src/211_predict_biodiv_sr_elev_res_rf_kmra.R
@@ -0,0 +1,50 @@
+# comb_elev_resine hyperspectral predictores and biodiversity variables in gpm class.
+if(Sys.info()["sysname"] == "Windows"){
+  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+} else {
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
+}
+source(filepath_base)
+
+if(length(showConnections()) == 0){
+  cores = 20
+  cl = parallel::makeCluster(cores)
+  doParallel::registerDoParallel(cl)
+}
+
+dir.create(paste0(path_model_gpm_sr_elev_res), showWarnings = FALSE)
+
+comb_elev_res = readRDS(paste0(path_comb_gpm_sr_elev_res, "ki_hyperspec_biodiv_non_scaled_elev_res.rds"))
+
+
+
+
+# Predict with kmdc and raoq only
+comb_elev_res@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
+  c(grep("kmdc", comb@meta$input$PREDICTOR), 
+    grep("raoq", comb@meta$input$PREDICTOR))])
+
+foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
+  
+  model = comb_elev_res
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "rf",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
+                               "ki_sr_kmra_non_scaled_elev_res_rf_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+
+stopCluster(cl)
\ No newline at end of file
diff --git a/src/212_predict_biodiv_sr_elev_res_pls.R b/src/212_predict_biodiv_sr_elev_res_pls.R
new file mode 100644
index 0000000..d04f0c4
--- /dev/null
+++ b/src/212_predict_biodiv_sr_elev_res_pls.R
@@ -0,0 +1,127 @@
+# comb_elev_resine hyperspectral predictores and biodiversity variables in gpm class.
+if(Sys.info()["sysname"] == "Windows"){
+  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+} else {
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
+}
+source(filepath_base)
+
+if(length(showConnections()) == 0){
+  cores = 20
+  cl = parallel::makeCluster(cores)
+  doParallel::registerDoParallel(cl)
+}
+
+dir.create(paste0(path_model_gpm_sr_elev_res), showWarnings = FALSE)
+
+comb_elev_res = readRDS(paste0(path_comb_gpm_sr_elev_res, "ki_hyperspec_biodiv_non_scaled_elev_res.rds"))
+
+
+# Predict with all elevation and lui information only
+comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[c(1:7)]
+
+
+foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
+  
+  model = comb_elev_res
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "pls",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
+                               "ki_sr_elui_non_scaled_elev_res_rf_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+# Predict with hyperspectral data only
+comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[-c(1:7)]
+
+foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
+  
+  model = comb_elev_res
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                    metric = "RMSE",
+                    n_var = NULL, 
+                    mthd = "pls",
+                    mode = "ffs",
+                    seed_nbr = 11, 
+                    cv_nbr = NULL,
+                    var_selection = "indv",
+                    filepath_tmp = NULL)
+  
+    saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
+                              "ki_sr_spec_non_scaled_elev_res_rf_", 
+                              model@meta$input$RESPONSE_FINAL, 
+                              ".rds"))
+}
+
+
+# Predict with all data
+comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR
+
+foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
+  
+  model = comb_elev_res
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "pls",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
+                               "ki_sr_elsp_non_scaled_elev_res_rf_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+
+
+# Predict with kmdc and raoq only
+comb_elev_res@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
+  c(grep("kmdc", comb@meta$input$PREDICTOR), 
+    grep("raoq", comb@meta$input$PREDICTOR))])
+
+foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
+  
+  model = comb_elev_res
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "pls",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
+                               "ki_sr_kmra_non_scaled_elev_res_rf_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+
+stopCluster(cl)
\ No newline at end of file
diff --git a/src/214_predict_biodiv_sr_elev_res_gam.R b/src/214_predict_biodiv_sr_elev_res_gam.R
new file mode 100644
index 0000000..6ac686f
--- /dev/null
+++ b/src/214_predict_biodiv_sr_elev_res_gam.R
@@ -0,0 +1,127 @@
+# comb_elev_resine hyperspectral predictores and biodiversity variables in gpm class.
+if(Sys.info()["sysname"] == "Windows"){
+  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+} else {
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
+}
+source(filepath_base)
+
+if(length(showConnections()) == 0){
+  cores = 20
+  cl = parallel::makeCluster(cores)
+  doParallel::registerDoParallel(cl)
+}
+
+dir.create(paste0(path_model_gpm_sr_elev_res), showWarnings = FALSE)
+
+comb_elev_res = readRDS(paste0(path_comb_gpm_sr_elev_res, "ki_hyperspec_biodiv_non_scaled_elev_res.rds"))
+
+
+# Predict with all elevation and lui information only
+comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[c(1:7)]
+
+
+foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
+  
+  model = comb_elev_res
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "gam",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
+                               "ki_sr_elui_non_scaled_elev_res_rf_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+# Predict with hyperspectral data only
+comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[-c(1:7)]
+
+foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
+  
+  model = comb_elev_res
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                    metric = "RMSE",
+                    n_var = NULL, 
+                    mthd = "gam",
+                    mode = "ffs",
+                    seed_nbr = 11, 
+                    cv_nbr = NULL,
+                    var_selection = "indv",
+                    filepath_tmp = NULL)
+  
+    saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
+                              "ki_sr_spec_non_scaled_elev_res_rf_", 
+                              model@meta$input$RESPONSE_FINAL, 
+                              ".rds"))
+}
+
+
+# Predict with all data
+comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR
+
+foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
+  
+  model = comb_elev_res
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "gam",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
+                               "ki_sr_elsp_non_scaled_elev_res_rf_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+
+
+# Predict with kmdc and raoq only
+comb_elev_res@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
+  c(grep("kmdc", comb@meta$input$PREDICTOR), 
+    grep("raoq", comb@meta$input$PREDICTOR))])
+
+foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
+  
+  model = comb_elev_res
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "gam",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
+                               "ki_sr_kmra_non_scaled_elev_res_rf_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+
+stopCluster(cl)
\ No newline at end of file

From beedf8694b333ae9225aa537de592b52d85ae6de Mon Sep 17 00:00:00 2001
From: "Nauss, Thomas" <nauss@staff.uni-marburg.de>
Date: Mon, 31 Dec 2018 10:15:28 +0100
Subject: [PATCH 35/65] Adjust output filenames

---
 src/202_predict_biodiv_sr_pls.R               |   8 +-
 src/204_predict_biodiv_sr_gam.R               |   8 +-
 src/206_predict_biodiv_sr_combined.R          | 265 ++++++++++++++++++
 src/212_predict_biodiv_sr_elev_res_pls.R      |   8 +-
 src/214_predict_biodiv_sr_elev_res_gam.R      |   8 +-
 ...6_predict_biodiv_sr_elev_res_rf_combined.R | 263 +++++++++++++++++
 6 files changed, 544 insertions(+), 16 deletions(-)
 create mode 100644 src/206_predict_biodiv_sr_combined.R
 create mode 100644 src/216_predict_biodiv_sr_elev_res_rf_combined.R

diff --git a/src/202_predict_biodiv_sr_pls.R b/src/202_predict_biodiv_sr_pls.R
index 4959bc5..98d5769 100644
--- a/src/202_predict_biodiv_sr_pls.R
+++ b/src/202_predict_biodiv_sr_pls.R
@@ -38,7 +38,7 @@ foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret"
                      filepath_tmp = NULL)
   
   saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_elui_non_scaled_rf_", 
+                               "ki_sr_elui_non_scaled_pls_", 
                                model@meta$input$RESPONSE_FINAL, 
                                ".rds"))
 }
@@ -63,7 +63,7 @@ foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret"
                     filepath_tmp = NULL)
   
     saveRDS(model, file = paste0(path_model_gpm_sr, 
-                              "ki_sr_spec_non_scaled_rf_", 
+                              "ki_sr_spec_non_scaled_pls_", 
                               model@meta$input$RESPONSE_FINAL, 
                               ".rds"))
 }
@@ -89,7 +89,7 @@ foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret"
                      filepath_tmp = NULL)
   
   saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_elsp_non_scaled_rf_", 
+                               "ki_sr_elsp_non_scaled_pls_", 
                                model@meta$input$RESPONSE_FINAL, 
                                ".rds"))
 }
@@ -119,7 +119,7 @@ foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret"
                      filepath_tmp = NULL)
   
   saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_kmra_non_scaled_rf_", 
+                               "ki_sr_kmra_non_scaled_pls_", 
                                model@meta$input$RESPONSE_FINAL, 
                                ".rds"))
 }
diff --git a/src/204_predict_biodiv_sr_gam.R b/src/204_predict_biodiv_sr_gam.R
index f871da2..b6798f9 100644
--- a/src/204_predict_biodiv_sr_gam.R
+++ b/src/204_predict_biodiv_sr_gam.R
@@ -38,7 +38,7 @@ foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret"
                      filepath_tmp = NULL)
   
   saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_elui_non_scaled_rf_", 
+                               "ki_sr_elui_non_scaled_gam_", 
                                model@meta$input$RESPONSE_FINAL, 
                                ".rds"))
 }
@@ -63,7 +63,7 @@ foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret"
                     filepath_tmp = NULL)
   
     saveRDS(model, file = paste0(path_model_gpm_sr, 
-                              "ki_sr_spec_non_scaled_rf_", 
+                              "ki_sr_spec_non_scaled_gam_", 
                               model@meta$input$RESPONSE_FINAL, 
                               ".rds"))
 }
@@ -89,7 +89,7 @@ foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret"
                      filepath_tmp = NULL)
   
   saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_elsp_non_scaled_rf_", 
+                               "ki_sr_elsp_non_scaled_gam_", 
                                model@meta$input$RESPONSE_FINAL, 
                                ".rds"))
 }
@@ -119,7 +119,7 @@ foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret"
                      filepath_tmp = NULL)
   
   saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_kmra_non_scaled_rf_", 
+                               "ki_sr_kmra_non_scaled_gam_", 
                                model@meta$input$RESPONSE_FINAL, 
                                ".rds"))
 }
diff --git a/src/206_predict_biodiv_sr_combined.R b/src/206_predict_biodiv_sr_combined.R
new file mode 100644
index 0000000..5547331
--- /dev/null
+++ b/src/206_predict_biodiv_sr_combined.R
@@ -0,0 +1,265 @@
+# Combine hyperspectral predictores and biodiversity variables in gpm class.
+if(Sys.info()["sysname"] == "Windows"){
+  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+} else {
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
+}
+source(filepath_base)
+
+if(length(showConnections()) == 0){
+  cores = 20
+  cl = parallel::makeCluster(cores)
+  doParallel::registerDoParallel(cl)
+}
+
+dir.create(paste0(path_model_gpm_sr), showWarnings = FALSE)
+
+comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
+
+
+
+
+
+# Predict with kmdc and raoq only
+comb@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
+  c(grep("kmdc", comb@meta$input$PREDICTOR), 
+    grep("raoq", comb@meta$input$PREDICTOR))])
+
+
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
+  
+  model = comb
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "rf",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr, 
+                               "ki_sr_kmra_non_scaled_rf_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+# Predict with all elevation and lui information only
+comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[c(1:7)]
+
+
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
+  
+  model = comb
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "pls",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr, 
+                               "ki_sr_elui_non_scaled_pls_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+# Predict with hyperspectral data only
+comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[-c(1:7)]
+
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
+  
+  model = comb
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "pls",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr, 
+                               "ki_sr_spec_non_scaled_pls_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+
+# Predict with all data
+comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR
+
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
+  
+  model = comb
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "pls",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr, 
+                               "ki_sr_elsp_non_scaled_pls_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+
+
+# Predict with kmdc and raoq only
+comb@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
+  c(grep("kmdc", comb@meta$input$PREDICTOR), 
+    grep("raoq", comb@meta$input$PREDICTOR))])
+
+
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
+  
+  model = comb
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "pls",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr, 
+                               "ki_sr_kmra_non_scaled_pls_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+# Predict with all elevation and lui information only
+comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[c(1:7)]
+
+
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
+  
+  model = comb
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "gam",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr, 
+                               "ki_sr_elui_non_scaled_gam_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+# Predict with hyperspectral data only
+comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[-c(1:7)]
+
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
+  
+  model = comb
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "gam",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr, 
+                               "ki_sr_spec_non_scaled_gam_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+
+# Predict with all data
+comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR
+
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
+  
+  model = comb
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "gam",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr, 
+                               "ki_sr_elsp_non_scaled_gam_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+
+
+# Predict with kmdc and raoq only
+comb@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
+  c(grep("kmdc", comb@meta$input$PREDICTOR), 
+    grep("raoq", comb@meta$input$PREDICTOR))])
+
+
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
+  
+  model = comb
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "gam",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr, 
+                               "ki_sr_kmra_non_scaled_gam_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+stopCluster(cl)
\ No newline at end of file
diff --git a/src/212_predict_biodiv_sr_elev_res_pls.R b/src/212_predict_biodiv_sr_elev_res_pls.R
index d04f0c4..e6b5a4a 100644
--- a/src/212_predict_biodiv_sr_elev_res_pls.R
+++ b/src/212_predict_biodiv_sr_elev_res_pls.R
@@ -38,7 +38,7 @@ foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm"
                      filepath_tmp = NULL)
   
   saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                               "ki_sr_elui_non_scaled_elev_res_rf_", 
+                               "ki_sr_elui_non_scaled_elev_res_pls_", 
                                model@meta$input$RESPONSE_FINAL, 
                                ".rds"))
 }
@@ -63,7 +63,7 @@ foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm"
                     filepath_tmp = NULL)
   
     saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                              "ki_sr_spec_non_scaled_elev_res_rf_", 
+                              "ki_sr_spec_non_scaled_elev_res_pls_", 
                               model@meta$input$RESPONSE_FINAL, 
                               ".rds"))
 }
@@ -89,7 +89,7 @@ foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm"
                      filepath_tmp = NULL)
   
   saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                               "ki_sr_elsp_non_scaled_elev_res_rf_", 
+                               "ki_sr_elsp_non_scaled_elev_res_pls_", 
                                model@meta$input$RESPONSE_FINAL, 
                                ".rds"))
 }
@@ -118,7 +118,7 @@ foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm"
                      filepath_tmp = NULL)
   
   saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                               "ki_sr_kmra_non_scaled_elev_res_rf_", 
+                               "ki_sr_kmra_non_scaled_elev_res_pls_", 
                                model@meta$input$RESPONSE_FINAL, 
                                ".rds"))
 }
diff --git a/src/214_predict_biodiv_sr_elev_res_gam.R b/src/214_predict_biodiv_sr_elev_res_gam.R
index 6ac686f..c3a3e76 100644
--- a/src/214_predict_biodiv_sr_elev_res_gam.R
+++ b/src/214_predict_biodiv_sr_elev_res_gam.R
@@ -38,7 +38,7 @@ foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm"
                      filepath_tmp = NULL)
   
   saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                               "ki_sr_elui_non_scaled_elev_res_rf_", 
+                               "ki_sr_elui_non_scaled_elev_res_gam_", 
                                model@meta$input$RESPONSE_FINAL, 
                                ".rds"))
 }
@@ -63,7 +63,7 @@ foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm"
                     filepath_tmp = NULL)
   
     saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                              "ki_sr_spec_non_scaled_elev_res_rf_", 
+                              "ki_sr_spec_non_scaled_elev_res_gam_", 
                               model@meta$input$RESPONSE_FINAL, 
                               ".rds"))
 }
@@ -89,7 +89,7 @@ foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm"
                      filepath_tmp = NULL)
   
   saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                               "ki_sr_elsp_non_scaled_elev_res_rf_", 
+                               "ki_sr_elsp_non_scaled_elev_res_gam_", 
                                model@meta$input$RESPONSE_FINAL, 
                                ".rds"))
 }
@@ -118,7 +118,7 @@ foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm"
                      filepath_tmp = NULL)
   
   saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                               "ki_sr_kmra_non_scaled_elev_res_rf_", 
+                               "ki_sr_kmra_non_scaled_elev_res_gam_", 
                                model@meta$input$RESPONSE_FINAL, 
                                ".rds"))
 }
diff --git a/src/216_predict_biodiv_sr_elev_res_rf_combined.R b/src/216_predict_biodiv_sr_elev_res_rf_combined.R
new file mode 100644
index 0000000..b682dbc
--- /dev/null
+++ b/src/216_predict_biodiv_sr_elev_res_rf_combined.R
@@ -0,0 +1,263 @@
+# comb_elev_resine hyperspectral predictores and biodiversity variables in gpm class.
+if(Sys.info()["sysname"] == "Windows"){
+  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+} else {
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
+}
+source(filepath_base)
+
+if(length(showConnections()) == 0){
+  cores = 20
+  cl = parallel::makeCluster(cores)
+  doParallel::registerDoParallel(cl)
+}
+
+dir.create(paste0(path_model_gpm_sr_elev_res), showWarnings = FALSE)
+
+comb_elev_res = readRDS(paste0(path_comb_gpm_sr_elev_res, "ki_hyperspec_biodiv_non_scaled_elev_res.rds"))
+
+
+
+
+# Predict with kmdc and raoq only
+comb_elev_res@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
+  c(grep("kmdc", comb@meta$input$PREDICTOR), 
+    grep("raoq", comb@meta$input$PREDICTOR))])
+
+foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
+  
+  model = comb_elev_res
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "rf",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
+                               "ki_sr_kmra_non_scaled_elev_res_rf_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+
+# Predict with all elevation and lui information only
+comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[c(1:7)]
+
+
+foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
+  
+  model = comb_elev_res
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "pls",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
+                               "ki_sr_elui_non_scaled_elev_res_pls_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+# Predict with hyperspectral data only
+comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[-c(1:7)]
+
+foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
+  
+  model = comb_elev_res
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "pls",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
+                               "ki_sr_spec_non_scaled_elev_res_pls_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+
+# Predict with all data
+comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR
+
+foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
+  
+  model = comb_elev_res
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "pls",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
+                               "ki_sr_elsp_non_scaled_elev_res_pls_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+
+
+# Predict with kmdc and raoq only
+comb_elev_res@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
+  c(grep("kmdc", comb@meta$input$PREDICTOR), 
+    grep("raoq", comb@meta$input$PREDICTOR))])
+
+foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
+  
+  model = comb_elev_res
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "pls",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
+                               "ki_sr_kmra_non_scaled_elev_res_pls_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+# Predict with all elevation and lui information only
+comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[c(1:7)]
+
+
+foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
+  
+  model = comb_elev_res
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "gam",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
+                               "ki_sr_elui_non_scaled_elev_res_gam_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+# Predict with hyperspectral data only
+comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[-c(1:7)]
+
+foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
+  
+  model = comb_elev_res
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "gam",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
+                               "ki_sr_spec_non_scaled_elev_res_gam_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+
+# Predict with all data
+comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR
+
+foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
+  
+  model = comb_elev_res
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "gam",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
+                               "ki_sr_elsp_non_scaled_elev_res_gam_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+
+
+# Predict with kmdc and raoq only
+comb_elev_res@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
+  c(grep("kmdc", comb@meta$input$PREDICTOR), 
+    grep("raoq", comb@meta$input$PREDICTOR))])
+
+foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
+  
+  model = comb_elev_res
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "gam",
+                     mode = "ffs",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
+                               "ki_sr_kmra_non_scaled_elev_res_gam_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
+
+
+stopCluster(cl)
\ No newline at end of file

From de12bde6171fbc9c9d1dd17211e1bee573bc5f0a Mon Sep 17 00:00:00 2001
From: "Nauss, Thomas" <nauss@staff.uni-marburg.de>
Date: Fri, 11 Jan 2019 11:11:22 +0100
Subject: [PATCH 36/65] Add analysis and re-define residual based modelling

---
 src/000_set_environment.R                     |   8 +-
 src/001_functions.R                           | 119 +++++++++++++++-
 ...redictores_biodiv_sr_elevation_residuals.R |  47 -------
 src/201_predict_biodiv_sr_rf_kmra.R           |  50 -------
 src/204_predict_biodiv_sr_gam.R               |  24 ++++
 src/210_predict_biodiv_sr_elev_res_rf.R       | 127 ------------------
 src/211_predict_biodiv_sr_elev_res_rf_kmra.R  |  50 -------
 src/300_analyse_biodiv_sr.R                   |  83 ------------
 ..._combine_predictores_biodiv_sr_residuals.R |  51 +++++++
 src/310_predict_biodiv_sr_res_rf.R            |  33 +++++
 ..._pls.R => 312_predict_biodiv_sr_res_pls.R} |   0
 ..._gam.R => 314_predict_biodiv_sr_res_gam.R} |   0
 ...> 316_predict_biodiv_sr_res_rf_combined.R} |   0
 src/400_compile_analyse_biodiv_sr.R           |  35 +++++
 src/410_compile_analyse_biodiv_sr_elev_res.R  |  51 +++++++
 src/500_analyse_biodiv_sr.R                   |  65 +++++++++
 src/510_analyse_biodiv_sr_elev_res.R          |  71 ++++++++++
 17 files changed, 450 insertions(+), 364 deletions(-)
 delete mode 100644 src/110_combine_predictores_biodiv_sr_elevation_residuals.R
 delete mode 100644 src/201_predict_biodiv_sr_rf_kmra.R
 delete mode 100644 src/210_predict_biodiv_sr_elev_res_rf.R
 delete mode 100644 src/211_predict_biodiv_sr_elev_res_rf_kmra.R
 delete mode 100644 src/300_analyse_biodiv_sr.R
 create mode 100644 src/300_combine_predictores_biodiv_sr_residuals.R
 create mode 100644 src/310_predict_biodiv_sr_res_rf.R
 rename src/{212_predict_biodiv_sr_elev_res_pls.R => 312_predict_biodiv_sr_res_pls.R} (100%)
 rename src/{214_predict_biodiv_sr_elev_res_gam.R => 314_predict_biodiv_sr_res_gam.R} (100%)
 rename src/{216_predict_biodiv_sr_elev_res_rf_combined.R => 316_predict_biodiv_sr_res_rf_combined.R} (100%)
 create mode 100644 src/400_compile_analyse_biodiv_sr.R
 create mode 100644 src/410_compile_analyse_biodiv_sr_elev_res.R
 create mode 100644 src/500_analyse_biodiv_sr.R
 create mode 100644 src/510_analyse_biodiv_sr_elev_res.R

diff --git a/src/000_set_environment.R b/src/000_set_environment.R
index 21d5db9..8b24348 100644
--- a/src/000_set_environment.R
+++ b/src/000_set_environment.R
@@ -18,9 +18,13 @@ path_hyp_raoq = paste0(path_data, "/060_hypspec_raoq/")
 path_hyp_glcm = paste0(path_data, "/070_hypspec_glcm/")
 path_hyp_pred = paste0(path_data, "/090_hypspec_pred/")
 path_comb_gpm_sr = paste0(path_data, "/100_comb_gpm_sr/")
-path_comb_gpm_sr_elev_res = paste0(path_data, "/110_comb_gpm_sr_elev_res/")
 path_model_gpm_sr = paste0(path_data, "/200_model_gpm_sr/")
-path_model_gpm_sr_elev_res = paste0(path_data, "/210_model_gpm_sr_elev_res/")
+path_comb_gpm_sr_res = paste0(path_data, "/300_comb_gpm_sr_res/")
+path_model_gpm_sr_res = paste0(path_data, "/310_model_gpm_sr_res/")
+path_compile_analysis_sr = paste0(path_data, "/400_compile_analysis_sr/")
+path_compile_analysis_sr_elev_res = paste0(path_data, "/410_compile_analysis_sr_elev_res/")
+path_analysis_sr = paste0(path_data, "/500_analysis_sr/")
+path_analysis_sr_elev_res = paste0(path_data, "/510_analysis_sr_elev_res/")
 
 path_plots = paste0(path_data, "/plots/")
 path_rdata = paste0(path_data, "/rdata/")
diff --git a/src/001_functions.R b/src/001_functions.R
index a9ab692..28961a4 100644
--- a/src/001_functions.R
+++ b/src/001_functions.R
@@ -1,4 +1,4 @@
-# Visually check data
+# Visually check data ----------------------------------------------------------
 visCheck = function(datapath, polygonfile, band = 109){
   ds = list.files(datapath, full.names = TRUE)
   pb = shapefile(polygonfile)
@@ -16,7 +16,116 @@ visCheck = function(datapath, polygonfile, band = 109){
 }
 
 
-# Spectral rao
+# Compile residual datasets ----------------------------------------------------
+compResData = function(comb_sr, pt, mt){
+  comb_sr_elev_res = comb_sr
+  model_files = list.files(path_model_gpm_sr, full.names = TRUE,
+                           pattern = glob2rx(paste0(pt, mt)))
+  
+  for(m in model_files){
+    act_model = readRDS(m)@model[[1]][[1]][[1]]
+    
+    if(inherits(act_model$model, "try-error")){
+      act_predictions = NA
+    } else {
+      non_na_pos = which(
+        complete.cases(
+          comb_sr_elev_res@data$input[, act_model$model$selectedvars]))
+      
+      act_predictions = NA
+      act_predictions[non_na_pos] = predict(act_model$model, comb_sr@data$input[non_na_pos,])
+    }  
+      comb_sr_elev_res@data$input[, act_model$response] = 
+        comb_sr_elev_res@data$input[, act_model$response] - 
+        act_predictions
+    
+    colname_pos = grep(act_model$response, colnames(comb_sr_elev_res@data$input))
+    colnames(comb_sr_elev_res@data$input)[colname_pos] = 
+      paste0(colnames(comb_sr_elev_res@data$input)[colname_pos], 
+             gsub("[*]", "", paste0("_", mt, "_", pt, "_res")))
+  }
+  
+  comb_sr_elev_res@meta$input$RESPONSE = 
+    paste0(comb_sr_elev_res@meta$input$RESPONSE,
+           gsub("[*]", "", paste0("_", mt, "_", pt, "_res")))
+  
+  comb_sr_elev_res@meta$input$RESPONSE_FINAL = comb_sr_elev_res@meta$input$RESPONSE
+  return(comb_sr_elev_res)
+}
+
+
+
+# Train and tune models --------------------------------------------------------
+compModels = function(model, pt, mt){
+  foreach (i = seq(length(model@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
+    
+    model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+    model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+    model = createIndexFolds(x = model, nested_cv = FALSE)
+    model = trainModel(x = model,
+                       metric = "RMSE",
+                       n_var = NULL, 
+                       mthd = "rf",
+                       mode = "ffs",
+                       seed_nbr = 11, 
+                       cv_nbr = NULL,
+                       var_selection = "indv",
+                       filepath_tmp = NULL)
+    
+    outfile_name =   gsub("[*]", "", paste0(path_model_gpm_sr_res, 
+                                            "ki_sr_", pt, "_non_scaled_", mt, "_", 
+                                            model@meta$input$RESPONSE_FINAL,
+                                            ".rds"))
+    saveRDS(model, file = outfile_name)
+  }
+}
+
+
+
+# Collect model performance ----------------------------------------------------
+modelPerformance = function(model){
+  smr_all = lapply(names(model), function(pt){
+    smr_pt = lapply(model[[pt]]@model[[1]], function(mi){
+      if(inherits(mi[[1]]$model, "try-error")){
+        df = NULL
+      } else {
+        if(ncol(mi[[1]]$model$resample) == 6){
+          temp = rbind(mi[[1]]$model$resample[
+            mi[[1]]$model$resample$method == mi[[1]]$model$bestTune$method & 
+              mi[[1]]$model$resample$select == mi[[1]]$model$bestTune$select, c(1:3, 6)],
+            data.frame(
+              t(colMeans(mi[[1]]$model$resample[
+                mi[[1]]$model$resample$method == mi[[1]]$model$bestTune$method & 
+                  mi[[1]]$model$resample$select == mi[[1]]$model$bestTune$select, 1:3], na.rm = TRUE)),
+              Resample = "Mean"))
+        } else {
+          temp = rbind(mi[[1]]$model$resample,
+                       data.frame(t(colMeans(mi[[1]]$model$resample[, 1:3], na.rm = TRUE)),
+                                  Resample = "Mean"))
+          
+        }
+        temp$RMSE_normSD =  temp$RMSE/sd(mi[[1]]$model$trainingData$.outcome)
+        df = data.frame(mtype = mi[[1]]$model$method,
+                        ptype = pt,
+                        resp = mi[[1]]$response,
+                        mi[[1]]$model$bestTune,
+                        nvars = length(mi[[1]]$model$selectedvars),
+                        temp)
+        # for(i in seq(df$nvars)){
+        #   df[paste0("V",i)] = mi[[1]]$model$selectedvars[i]
+        # }
+      }
+    })
+    smr_pt = do.call("rbind", smr_pt)
+    return(smr_pt)
+  })
+  smr_all = do.call("rbind", smr_all)
+  return(smr_all)
+}
+
+
+
+# Spectral rao -----------------------------------------------------------------
 ######### SPECTRALRAO #############################
 ## Developed by Matteo Marcantonio
 ## Latest update: 04th October 2018
@@ -32,8 +141,8 @@ visCheck = function(datapath, polygonfile, band = 109){
 ## where S is the number of pixel classes).
 ## -------------------------------------------------
 ## Find more info and application here: 
-## 1) https://doi.org/10.1016/j.ecolind.2016.07.039 Titel anhand dieser DOI in Citavi-Projekt übernehmen 
-## 2) https://besjournals.onlinelibrary.wiley.com/doi/10.1111/2041-210X.12941 %CITAVIPICKER£10.1111/2041-210X.12941£Titel anhand dieser DOI in Citavi-Projekt übernehmen£%
+## 1) https://doi.org/10.1016/j.ecolind.2016.07.039 Titel anhand dieser DOI in Citavi-Projekt ?bernehmen 
+## 2) https://besjournals.onlinelibrary.wiley.com/doi/10.1111/2041-210X.12941 %CITAVIPICKER?10.1111/2041-210X.12941?Titel anhand dieser DOI in Citavi-Projekt ?bernehmen?%
 #####################################################
 # Function
 spectralrao <- function(input, distance_m="euclidean", p=NULL, window=9, mode="classic", lambda=0, shannon=FALSE, rescale=FALSE, na.tolerance=0.0, simplify=3, nc.cores=1, cluster.type="MPI", debugging=FALSE, ...)
@@ -451,7 +560,7 @@ spectralrao <- function(input, distance_m="euclidean", p=NULL, window=9, mode="c
           # raoqe[rw-w,cl-w] <- sum(rep(vout,2) * (1/(window)^4),na.rm=TRUE)
           return(data.frame(row=rw-w, col=cl-w, value=sum(rep(vout,2) * (1/(window)^4),na.rm=TRUE)))
         }
-
+        
       }
       
       
diff --git a/src/110_combine_predictores_biodiv_sr_elevation_residuals.R b/src/110_combine_predictores_biodiv_sr_elevation_residuals.R
deleted file mode 100644
index 022abf8..0000000
--- a/src/110_combine_predictores_biodiv_sr_elevation_residuals.R
+++ /dev/null
@@ -1,47 +0,0 @@
-# Combine hyperspectral predictores and biodiversity variables in gpm class.
-
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-
-if(length(showConnections()) == 0){
-  cores = 20
-  cl = parallel::makeCluster(cores)
-  doParallel::registerDoParallel(cl)
-}
-
-comb_elev_res = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
-
-comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[c(1)]
-
-for (i in seq(length(comb@meta$input$RESPONSE))){
-  print(i)  
-  comb_elev_res@meta$input$RESPONSE_FINAL = comb_elev_res@meta$input$RESPONSE[i]
-  comb_elev_res@data$input = comb_elev_res@data$input[complete.cases(comb_elev_res@data$input[, c(comb_elev_res@meta$input$RESPONSE_FINAL, comb_elev_res@meta$input$PREDICTOR_FINAL)]), ]
-  comb_elev_res = createIndexFolds(x = comb_elev_res, nested_cv = FALSE)
-  
-  
-  comb_elev_res = trainModel(x = comb_elev_res,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "gam",
-                     mode = "none",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  comb_elev_res@model$gam_none[[1]][[1]]$model
-  
-  comb_elev_res@data$input[, paste0(comb_elev_res@meta$input$RESPONSE_FINAL, "_elev_res")] = 
-    as.vector(comb_elev_res@data$input[, comb_elev_res@meta$input$RESPONSE_FINAL] - 
-    predict(comb_elev_res@model$gam_none[[1]][[1]]$model, comb_elev_res@data$input))
-  
-}
-
-# Remove original biodiversity information and update meta information
-comb_elev_res@data$input[, comb_elev_res@meta$input$RESPONSE] = NULL
-comb_elev_res@meta$input$RESPONSE = paste0(comb_elev_res@meta$input$RESPONSE, "_elev_res")
-
-dir.create(paste0(path_comb_gpm_sr_elev_res), showWarnings = FALSE)
-
-saveRDS(comb_elev_res, file = paste0(path_comb_gpm_sr_elev_res, "ki_hyperspec_biodiv_non_scaled_elev_res.rds"))
-
diff --git a/src/201_predict_biodiv_sr_rf_kmra.R b/src/201_predict_biodiv_sr_rf_kmra.R
deleted file mode 100644
index 2ddf81d..0000000
--- a/src/201_predict_biodiv_sr_rf_kmra.R
+++ /dev/null
@@ -1,50 +0,0 @@
-# Combine hyperspectral predictores and biodiversity variables in gpm class.
-if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
-} else {
-  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
-}
-source(filepath_base)
-
-if(length(showConnections()) == 0){
-  cores = 20
-  cl = parallel::makeCluster(cores)
-  doParallel::registerDoParallel(cl)
-}
-
-dir.create(paste0(path_model_gpm_sr), showWarnings = FALSE)
-
-comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
-
-
-
-
-
-# Predict with kmdc and raoq only
-comb@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
-  c(grep("kmdc", comb@meta$input$PREDICTOR), 
-    grep("raoq", comb@meta$input$PREDICTOR))])
-
-
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
-  
-  model = comb
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "rf",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_kmra_non_scaled_rf_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-stopCluster(cl)
\ No newline at end of file
diff --git a/src/204_predict_biodiv_sr_gam.R b/src/204_predict_biodiv_sr_gam.R
index b6798f9..338ab7c 100644
--- a/src/204_predict_biodiv_sr_gam.R
+++ b/src/204_predict_biodiv_sr_gam.R
@@ -16,6 +16,30 @@ dir.create(paste0(path_model_gpm_sr), showWarnings = FALSE)
 
 comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
 
+# Predict with elevation information only
+comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[1]
+
+foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
+  
+  model = comb
+  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
+  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+  model = createIndexFolds(x = model, nested_cv = FALSE)
+  model = trainModel(x = model,
+                     metric = "RMSE",
+                     n_var = NULL, 
+                     mthd = "gam",
+                     mode = "none",
+                     seed_nbr = 11, 
+                     cv_nbr = NULL,
+                     var_selection = "indv",
+                     filepath_tmp = NULL)
+  
+  saveRDS(model, file = paste0(path_model_gpm_sr, 
+                               "ki_sr_elev_non_scaled_gam_", 
+                               model@meta$input$RESPONSE_FINAL, 
+                               ".rds"))
+}
 
 # Predict with all elevation and lui information only
 comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[c(1:7)]
diff --git a/src/210_predict_biodiv_sr_elev_res_rf.R b/src/210_predict_biodiv_sr_elev_res_rf.R
deleted file mode 100644
index 8be880d..0000000
--- a/src/210_predict_biodiv_sr_elev_res_rf.R
+++ /dev/null
@@ -1,127 +0,0 @@
-# comb_elev_resine hyperspectral predictores and biodiversity variables in gpm class.
-if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
-} else {
-  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
-}
-source(filepath_base)
-
-if(length(showConnections()) == 0){
-  cores = 20
-  cl = parallel::makeCluster(cores)
-  doParallel::registerDoParallel(cl)
-}
-
-dir.create(paste0(path_model_gpm_sr_elev_res), showWarnings = FALSE)
-
-comb_elev_res = readRDS(paste0(path_comb_gpm_sr_elev_res, "ki_hyperspec_biodiv_non_scaled_elev_res.rds"))
-
-
-# Predict with all elevation and lui information only
-comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[c(1:7)]
-
-
-foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
-  
-  model = comb_elev_res
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "rf",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                               "ki_sr_elui_non_scaled_elev_res_rf_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-# Predict with hyperspectral data only
-comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[-c(1:7)]
-
-foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
-  
-  model = comb_elev_res
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                    metric = "RMSE",
-                    n_var = NULL, 
-                    mthd = "rf",
-                    mode = "ffs",
-                    seed_nbr = 11, 
-                    cv_nbr = NULL,
-                    var_selection = "indv",
-                    filepath_tmp = NULL)
-  
-    saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                              "ki_sr_spec_non_scaled_elev_res_rf_", 
-                              model@meta$input$RESPONSE_FINAL, 
-                              ".rds"))
-}
-
-
-# Predict with all data
-comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR
-
-foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
-  
-  model = comb_elev_res
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "rf",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                               "ki_sr_elsp_non_scaled_elev_res_rf_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-
-
-# Predict with kmdc and raoq only
-comb_elev_res@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
-  c(grep("kmdc", comb@meta$input$PREDICTOR), 
-    grep("raoq", comb@meta$input$PREDICTOR))])
-
-foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
-  
-  model = comb_elev_res
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "rf",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                               "ki_sr_kmra_non_scaled_elev_res_rf_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-
-stopCluster(cl)
\ No newline at end of file
diff --git a/src/211_predict_biodiv_sr_elev_res_rf_kmra.R b/src/211_predict_biodiv_sr_elev_res_rf_kmra.R
deleted file mode 100644
index af07d57..0000000
--- a/src/211_predict_biodiv_sr_elev_res_rf_kmra.R
+++ /dev/null
@@ -1,50 +0,0 @@
-# comb_elev_resine hyperspectral predictores and biodiversity variables in gpm class.
-if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
-} else {
-  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
-}
-source(filepath_base)
-
-if(length(showConnections()) == 0){
-  cores = 20
-  cl = parallel::makeCluster(cores)
-  doParallel::registerDoParallel(cl)
-}
-
-dir.create(paste0(path_model_gpm_sr_elev_res), showWarnings = FALSE)
-
-comb_elev_res = readRDS(paste0(path_comb_gpm_sr_elev_res, "ki_hyperspec_biodiv_non_scaled_elev_res.rds"))
-
-
-
-
-# Predict with kmdc and raoq only
-comb_elev_res@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
-  c(grep("kmdc", comb@meta$input$PREDICTOR), 
-    grep("raoq", comb@meta$input$PREDICTOR))])
-
-foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
-  
-  model = comb_elev_res
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "rf",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                               "ki_sr_kmra_non_scaled_elev_res_rf_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-
-stopCluster(cl)
\ No newline at end of file
diff --git a/src/300_analyse_biodiv_sr.R b/src/300_analyse_biodiv_sr.R
deleted file mode 100644
index 2cb1169..0000000
--- a/src/300_analyse_biodiv_sr.R
+++ /dev/null
@@ -1,83 +0,0 @@
-# Combine hyperspectral predictores and biodiversity variables in gpm class.
-if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
-} else {
-  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
-}
-source(filepath_base)
-
-if(length(showConnections()) == 0){
-  cores = 3
-  cl = parallel::makeCluster(cores)
-  doParallel::registerDoParallel(cl)
-}
-
-dir.create(path_analysis_sr, showWarnings = FALSE)
-
-
-# Combine all models into one gpm object
-mtypes = c("*elui*", "*spec*", "*elsp*")
-
-
-all_models = lapply(mtypes, function(mt){
-  model_files = list.files(path_model_gpm_sr, full.names = TRUE,
-                           pattern = glob2rx(mt))
-  
-  all_models = readRDS(model_files[[1]])
-  
-  for(i in (seq(2, length(model_files)))){
-    all_models@model[[1]][[i]] = readRDS(model_files[[i]])@model[[1]][[1]]
-  }
-  
-  return(all_models)
-  
-})
-
-names(all_models) = mtypes
-
-var_imp <- compVarImp(all_models$`*elui*`@model$rf_ffs, scale = FALSE)
-var_imp_scale <- compVarImp(all_models$`*elui*`@model$rf_ffs, scale = TRUE)
-plotVarImp(var_imp)
-plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
-tstat <- compContTests(models, mean = TRUE)
-summary(tstat[[2]])
-
-# smr = lapply(all_models@model[[1]], function(m){
-#   data.frame(mtype = mt,
-#              resp = m[[1]]$response,
-#              m[[1]]$model$results[m[[1]]$model$results$mtry == 
-#                                     m[[1]]$model$bestTune$mtry,]
-#   )
-# })
-# smr = do.call("rbind", smr)
-# return(smr)
-
-model_results = do.call("rbind", model_results)
-
-model_results[order(model_results$resp),]
-
-
-# varImp(all_models@model[[1]][[1]][[1]]$model)
-# 
-# caret::varImp(all_models@model[[1]][[1]][[1]]$model)
-# 
-# tune = m@meta$input$RESPONSE_FINAL
-# perf_mean = m@model[[1]][[1]][[1]]$model$results[m@model[[1]][[1]][[1]]$model$results$mtry == m@model[[1]][[1]][[1]]$model$bestTune[, 1],]
-# perf_resmpls = m@model[[1]][[1]][[1]]$model$resample
-# return(data.frame(SR = n, Results = t))
-# 
-# 
-# model_files
-# 
-# ms = do.call("rbind", ms)
-# ms[, c(1, 4)]
-# 
-# 
-# varImp(m@model$rf_ffs[[1]][[1]]$model$finalModel$importance)
-# 
-# var_imp <- compVarImp(m@model, scale = FALSE)
-# var_imp_scale <- compVarImp(models, scale = TRUE)
-# plotVarImp(var_imp)
-# plotVarImpHeatmap(var_imp_scale, xlab = "Species", ylab = "Band")
-# tstat <- compContTests(models, mean = TRUE)
-# summary(tstat[[2]])
\ No newline at end of file
diff --git a/src/300_combine_predictores_biodiv_sr_residuals.R b/src/300_combine_predictores_biodiv_sr_residuals.R
new file mode 100644
index 0000000..7e270eb
--- /dev/null
+++ b/src/300_combine_predictores_biodiv_sr_residuals.R
@@ -0,0 +1,51 @@
+# Combine hyperspectral predictores and biodiversity variables in gpm class.
+if(Sys.info()["sysname"] == "Windows"){
+  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+} else {
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
+}
+
+source(filepath_base)
+dir.create(paste0(path_comb_gpm_sr_res), showWarnings = FALSE)
+
+
+# Compile elevation residuals for gam model using eleveation as only predictor
+pt = "*elev*"
+mt = "*gam*"
+
+comb_sr = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
+comb_sr_elev_res = compResData(comb_sr, pt, mt)
+
+saveRDS(comb_sr_elev_res, 
+        file = file.path(path_comb_gpm_sr_res, 
+                         paste0("ki_hyperspec_biodiv_non_scaled",
+                                gsub("[*]", "", paste0("_", mt, "_", pt, "_res.rds")))))
+
+
+
+# Compile elevation residuals for pls model using elevation and LUI as only predictor
+pt = "*elui*"
+mt = "*pls*"
+
+comb_sr = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
+comb_sr_elev_res = compResData(comb_sr, pt, mt)
+
+saveRDS(comb_sr_elev_res, 
+        file = file.path(path_comb_gpm_sr_res, 
+                         paste0("ki_hyperspec_biodiv_non_scaled",
+                                gsub("[*]", "", paste0("_", mt, "_", pt, "_res.rds")))))
+
+
+
+# Compile elevation residuals for rf model using elevation and LUI as only predictor
+pt = "*elui*"
+mt = "*rf*"
+
+comb_sr = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
+comb_sr_elev_res = compResData(comb_sr, pt, mt)
+
+saveRDS(comb_sr_elev_res, 
+        file = file.path(path_comb_gpm_sr_res, 
+                         paste0("ki_hyperspec_biodiv_non_scaled",
+                                gsub("[*]", "", paste0("_", mt, "_", pt, "_res.rds")))))
+
diff --git a/src/310_predict_biodiv_sr_res_rf.R b/src/310_predict_biodiv_sr_res_rf.R
new file mode 100644
index 0000000..def8ce7
--- /dev/null
+++ b/src/310_predict_biodiv_sr_res_rf.R
@@ -0,0 +1,33 @@
+# comb_elev_resine hyperspectral predictores and biodiversity variables in gpm class.
+if(Sys.info()["sysname"] == "Windows"){
+  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+} else {
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
+}
+source(filepath_base)
+
+if(length(showConnections()) == 0){
+  cores = 20
+  cl = parallel::makeCluster(cores)
+  doParallel::registerDoParallel(cl)
+}
+
+dir.create(paste0(path_model_gpm_sr_res), showWarnings = FALSE)
+
+# Predict gam, pls and rf elevation and elevation/lui based residuals using 
+# pls and rf models with hyperspectral data only
+res_suffixes = c("_gam_elev_res", "pls_elui_res", "rf_elui_res")
+mtypes = c("*pls*", "*rf*")
+pt = "*spec*"
+
+
+for(res_suffix in res_suffixes){
+  comb_elev_res = readRDS(paste0(path_comb_gpm_sr_res, "ki_hyperspec_biodiv_non_scaled",
+                                 res_suffix, ".rds"))
+  comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[-c(1:7)]
+  for(mt in mtypes){
+    compModels(model = comb_elev_res, pt, mt)
+  }
+}
+
+stopCluster(cl)
\ No newline at end of file
diff --git a/src/212_predict_biodiv_sr_elev_res_pls.R b/src/312_predict_biodiv_sr_res_pls.R
similarity index 100%
rename from src/212_predict_biodiv_sr_elev_res_pls.R
rename to src/312_predict_biodiv_sr_res_pls.R
diff --git a/src/214_predict_biodiv_sr_elev_res_gam.R b/src/314_predict_biodiv_sr_res_gam.R
similarity index 100%
rename from src/214_predict_biodiv_sr_elev_res_gam.R
rename to src/314_predict_biodiv_sr_res_gam.R
diff --git a/src/216_predict_biodiv_sr_elev_res_rf_combined.R b/src/316_predict_biodiv_sr_res_rf_combined.R
similarity index 100%
rename from src/216_predict_biodiv_sr_elev_res_rf_combined.R
rename to src/316_predict_biodiv_sr_res_rf_combined.R
diff --git a/src/400_compile_analyse_biodiv_sr.R b/src/400_compile_analyse_biodiv_sr.R
new file mode 100644
index 0000000..f9df8a5
--- /dev/null
+++ b/src/400_compile_analyse_biodiv_sr.R
@@ -0,0 +1,35 @@
+# Combine hyperspectral predictores and biodiversity variables in gpm class.
+if(Sys.info()["sysname"] == "Windows"){
+  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+} else {
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
+}
+source(filepath_base)
+
+dir.create(path_compile_analysis_sr, showWarnings = FALSE)
+
+
+# Combine all models into one gpm object
+ptypes = c("*elui*", "*kmra*", "*spec*", "*elsp*")
+mtypes = c("*gam*", "*pls*", "*rd*")
+
+all_models = lapply(mtypes, function(mt){
+  all_pmodels = lapply(ptypes, function(pt){
+    model_files = list.files(path_model_gpm_sr, full.names = TRUE,
+                             pattern = glob2rx(paste0(pt, mt)))
+    
+    all_models = readRDS(model_files[[1]])
+    
+    for(i in (seq(2, length(model_files)))){
+      all_models@model[[1]][[i]] = readRDS(model_files[[i]])@model[[1]][[1]]
+    }
+    
+    return(all_models)
+  })
+  names(all_pmodels) = gsub("[*]", "", ptypes)
+  return(all_pmodels)
+})
+names(all_models) = gsub("[*]", "", gsub("_", "", mtypes))
+
+saveRDS(all_models, file = file.path(path_compile_analysis_sr, 
+                                     "models_sr.rds"))
diff --git a/src/410_compile_analyse_biodiv_sr_elev_res.R b/src/410_compile_analyse_biodiv_sr_elev_res.R
new file mode 100644
index 0000000..612fd01
--- /dev/null
+++ b/src/410_compile_analyse_biodiv_sr_elev_res.R
@@ -0,0 +1,51 @@
+# Combine hyperspectral predictores and biodiversity variables in gpm class.
+if(Sys.info()["sysname"] == "Windows"){
+  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+} else {
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
+}
+source(filepath_base)
+
+dir.create(path_compile_analysis_sr_elev_res, showWarnings = FALSE)
+
+
+# Combine all models into one gpm object
+ptypes = c("*elui*", "*kmra*", "*spec*", "*elsp*")
+mtypes = c("gam_none", "*_gam_*", "*_pls_*", "*_rf_*")
+
+all_models = lapply(mtypes, function(mt){
+  all_pmodels = lapply(ptypes, function(pt){
+    use_model_nbr = 2
+    if(mt == "gam_none"){
+      use_model_nbr = 1
+      model_files = list.files(path_model_gpm_sr_elev_res, full.names = TRUE,
+                               pattern = glob2rx(paste0(pt, "*_gam_*")))
+    } else {
+      
+      model_files = list.files(path_model_gpm_sr_elev_res, full.names = TRUE,
+                               pattern = glob2rx(paste0(pt, mt)))
+    }
+    
+    
+    all_models = readRDS(model_files[[1]])
+    if(mt == "gam_none"){
+      all_models@model$gam_ffs = NULL
+    } else {
+      all_models@model$gam_none = NULL
+    }
+    
+    for(i in (seq(2, length(model_files)))){
+      all_models@model[[1]][[i]] = readRDS(model_files[[i]])@model[[use_model_nbr]][[1]]
+    }
+    
+    return(all_models)
+  })
+  names(all_pmodels) = gsub("[*]", "", ptypes)
+  return(all_pmodels)
+})
+names(all_models) = gsub("[*]", "", gsub("_", "", mtypes))
+
+saveRDS(all_models, file = file.path(path_compile_analysis_sr_elev_res, 
+                                     "models_sr_elev_res.rds"))
+
+
diff --git a/src/500_analyse_biodiv_sr.R b/src/500_analyse_biodiv_sr.R
new file mode 100644
index 0000000..8087534
--- /dev/null
+++ b/src/500_analyse_biodiv_sr.R
@@ -0,0 +1,65 @@
+# Combine hyperspectral predictores and biodiversity variables in gpm class.
+if(Sys.info()["sysname"] == "Windows"){
+  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+} else {
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
+}
+source(filepath_base)
+
+if(length(showConnections()) == 0){
+  cores = 3
+  cl = parallel::makeCluster(cores)
+  doParallel::registerDoParallel(cl)
+}
+
+dir.create(path_analysis_sr, showWarnings = FALSE)
+
+all_models = readRDS(file.path(path_compile_analysis_sr, "models_sr.rds"))
+
+
+# Collect model performance
+gam_sr = modelPerformance(all_models[["gam"]])
+pls_sr = modelPerformance(all_models[["pls"]])
+rf_sr = modelPerformance(all_models[["rf"]])
+
+summary(gam_sr)
+summary(pls_sr)
+summary(rf_sr)
+
+models_sr = rbind(pls_sr[, -4], rf_sr[, -4])
+models_sr$mptype = paste0(models_sr$mtype, "_", models_sr$ptype)
+models_sr$mptype = factor(models_sr$mptype, levels = c("pls_elsp", "rf_elsp",
+                                                       "pls_elui", "rf_elui",
+                                                       "pls_kmra", "rf_kmra",
+                                                       "pls_spec", "rf_spec"))
+
+# Plot model performance
+ggplot(data = pls_sr[pls_sr$ptype == "elui" | pls_sr$ptype == "spec",], aes(x = resp, y = RMSE_normSD, fill = ptype)) + 
+  geom_boxplot()+
+  labs(list(title = "PLS", fill = "Predictor Set")) +
+  theme(axis.text.x = element_text(angle = 45, hjust = 1))
+
+
+ggplot(data = rf_sr[rf_sr$ptype == "elui" | rf_sr$ptype == "spec",], aes(x = resp, y = RMSE_normSD, fill = ptype)) + 
+  geom_boxplot() +
+  labs(list(title = "RF", fill = "Predictor Set")) +
+  theme(axis.text.x = element_text(angle = 45, hjust = 1))
+
+
+ggplot(data = models_sr[models_sr$ptype == "elui" | models_sr$ptype == "spec",], aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
+  geom_boxplot() +
+  labs(list(title = "PLS and RF", fill = "Predictor Set")) +
+  theme(axis.text.x = element_text(angle = 45, hjust = 1))
+
+
+
+# Collect variable importance
+var_imp <- compVarImp(all_models[["pls"]][["spec"]]@model[[1]], scale = FALSE)
+plotVarImp(var_imp)
+plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
+
+var_imp <- compVarImp(all_models[["rf"]][["spec"]]@model[[1]], scale = FALSE)
+plotVarImp(var_imp)
+plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
+
+
diff --git a/src/510_analyse_biodiv_sr_elev_res.R b/src/510_analyse_biodiv_sr_elev_res.R
new file mode 100644
index 0000000..80bc96a
--- /dev/null
+++ b/src/510_analyse_biodiv_sr_elev_res.R
@@ -0,0 +1,71 @@
+# Combine hyperspectral predictores and biodiversity variables in gpm class.
+if(Sys.info()["sysname"] == "Windows"){
+  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+} else {
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
+}
+source(filepath_base)
+
+dir.create(path_analysis_sr_elev_res, showWarnings = FALSE)
+
+all_models = readRDS(file.path(path_compile_analysis_sr_elev_res, 
+                               "models_sr_elev_res.rds"))
+
+
+# Collect model performance
+gamnone_sr = modelPerformance(all_models[["gamnone"]])
+gamnone_sr$mtype = "gamnone"
+gam_sr = modelPerformance(all_models[["gam"]])
+pls_sr = modelPerformance(all_models[["pls"]])
+rf_sr = modelPerformance(all_models[["rf"]])
+
+summary(gamnone_sr)
+summary(gam_sr)
+summary(pls_sr)
+summary(rf_sr)
+
+models_sr = rbind(gamnone_sr[, -c(4,5)], pls_sr[, -4], rf_sr[, -4])
+models_sr$mptype = paste0(models_sr$mtype, "_", models_sr$ptype)
+models_sr$mptype = factor(models_sr$mptype, levels = c("gamnone_elsp", "pls_elsp", "rf_elsp",
+                                                       "gamnone_elui", "pls_elui", "rf_elui",
+                                                       "gamnone_kmra", "pls_kmra", "rf_kmra",
+                                                       "gamnone_spec", "pls_spec", "rf_spec"))
+
+
+
+# Plot model performance
+ggplot(data = gamnone_sr[pls_sr$ptype == "elui" | pls_sr$ptype == "spec",], aes(x = resp, y = RMSE_normSD, fill = ptype)) + 
+  geom_boxplot()+
+  labs(list(title = "PLS", fill = "Predictor Set")) +
+  theme(axis.text.x = element_text(angle = 45, hjust = 1))
+
+
+ggplot(data = pls_sr[pls_sr$ptype == "elui" | pls_sr$ptype == "spec",], aes(x = resp, y = RMSE_normSD, fill = ptype)) + 
+  geom_boxplot()+
+  labs(list(title = "PLS", fill = "Predictor Set")) +
+  theme(axis.text.x = element_text(angle = 45, hjust = 1))
+
+
+ggplot(data = rf_sr[rf_sr$ptype == "elui" | rf_sr$ptype == "spec",], aes(x = resp, y = RMSE_normSD, fill = ptype)) + 
+  geom_boxplot() +
+  labs(list(title = "RF", fill = "Predictor Set")) +
+  theme(axis.text.x = element_text(angle = 45, hjust = 1))
+
+
+ggplot(data = models_sr[models_sr$ptype == "elui" | models_sr$ptype == "spec",], aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
+  geom_boxplot() +
+  labs(list(title = "PLS and RF", fill = "Predictor Set")) +
+  theme(axis.text.x = element_text(angle = 45, hjust = 1))
+
+
+
+# Collect variable importance
+var_imp <- compVarImp(all_models[["pls"]][["spec"]]@model[[1]], scale = FALSE)
+plotVarImp(var_imp)
+plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
+
+var_imp <- compVarImp(all_models[["rf"]][["spec"]]@model[[1]], scale = FALSE)
+plotVarImp(var_imp)
+plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
+
+

From dac93f45426e3e1bbda2bf0c840f01e9714de276 Mon Sep 17 00:00:00 2001
From: "Nauss, Thomas" <nauss@staff.uni-marburg.de>
Date: Fri, 11 Jan 2019 11:12:01 +0100
Subject: [PATCH 37/65] Change linux settings

---
 src/000_set_environment_linux.R | 9 ++++++---
 1 file changed, 6 insertions(+), 3 deletions(-)

diff --git a/src/000_set_environment_linux.R b/src/000_set_environment_linux.R
index 82321d6..6166656 100644
--- a/src/000_set_environment_linux.R
+++ b/src/000_set_environment_linux.R
@@ -18,10 +18,13 @@ path_hyp_raoq = paste0(path_data, "/060_hypspec_raoq/")
 path_hyp_glcm = paste0(path_data, "/070_hypspec_glcm/")
 path_hyp_pred = paste0(path_data, "/090_hypspec_pred/")
 path_comb_gpm_sr = paste0(path_data, "/100_comb_gpm_sr/")
-path_comb_gpm_sr_elev_res = paste0(path_data, "/110_comb_gpm_sr_elev_res/")
 path_model_gpm_sr = paste0(path_data, "/200_model_gpm_sr/")
-path_model_gpm_sr_elev_res = paste0(path_data, "/210_model_gpm_sr_elev_res/")
-path_analysis_sr = paste0(path_data, "/300_analysis_sr/")
+path_comb_gpm_sr_res = paste0(path_data, "/300_comb_gpm_sr_res/")
+path_model_gpm_sr_res = paste0(path_data, "/310_model_gpm_sr_res/")
+path_compile_analysis_sr = paste0(path_data, "/400_compile_analysis_sr/")
+path_compile_analysis_sr_elev_res = paste0(path_data, "/410_compile_analysis_sr_elev_res/")
+path_analysis_sr = paste0(path_data, "/500_analysis_sr/")
+path_analysis_sr_elev_res = paste0(path_data, "/510_analysis_sr_elev_res/")
 
 path_plots = paste0(path_data, "/plots/")
 path_rdata = paste0(path_data, "/rdata/")

From b3066c294f2bba5bc0835596b4fd0fed87d8d441 Mon Sep 17 00:00:00 2001
From: "Nauss, Thomas" <nauss@staff.uni-marburg.de>
Date: Fri, 11 Jan 2019 11:42:48 +0100
Subject: [PATCH 38/65] Update modellilng functions

---
 src/001_functions.R                |  11 +--
 src/200_predict_biodiv_sr_rf.R     | 130 ++++++-----------------------
 src/310_predict_biodiv_sr_res_rf.R |   2 +-
 3 files changed, 33 insertions(+), 110 deletions(-)

diff --git a/src/001_functions.R b/src/001_functions.R
index 28961a4..c9fa8a1 100644
--- a/src/001_functions.R
+++ b/src/001_functions.R
@@ -56,7 +56,7 @@ compResData = function(comb_sr, pt, mt){
 
 
 # Train and tune models --------------------------------------------------------
-compModels = function(model, pt, mt){
+compModels = function(model, pt, mt, outpath){
   foreach (i = seq(length(model@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
     
     model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
@@ -64,18 +64,19 @@ compModels = function(model, pt, mt){
     model = createIndexFolds(x = model, nested_cv = FALSE)
     model = trainModel(x = model,
                        metric = "RMSE",
-                       n_var = NULL, 
+                       n_var = NULL,
                        mthd = "rf",
                        mode = "ffs",
-                       seed_nbr = 11, 
+                       seed_nbr = 11,
                        cv_nbr = NULL,
                        var_selection = "indv",
                        filepath_tmp = NULL)
-    
-    outfile_name =   gsub("[*]", "", paste0(path_model_gpm_sr_res, 
+
+    outfile_name =   gsub("[*]", "", paste0(outpath, 
                                             "ki_sr_", pt, "_non_scaled_", mt, "_", 
                                             model@meta$input$RESPONSE_FINAL,
                                             ".rds"))
+    print(outfile_name)
     saveRDS(model, file = outfile_name)
   }
 }
diff --git a/src/200_predict_biodiv_sr_rf.R b/src/200_predict_biodiv_sr_rf.R
index ef73620..9dec116 100644
--- a/src/200_predict_biodiv_sr_rf.R
+++ b/src/200_predict_biodiv_sr_rf.R
@@ -17,110 +17,32 @@ dir.create(paste0(path_model_gpm_sr), showWarnings = FALSE)
 comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
 
 
-# Predict with all elevation and lui information only
-comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[c(1:7)]
-
-
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
-  
-  model = comb
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "rf",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_elui_non_scaled_rf_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
+# Predict with all elevation and lui information, hyperspectral data only, 
+# all data, and  kmdc and raoq only using gam, pls and rf models.
+mtypes = c("*gam*", "*pls*", "*rf*")
+ptypes = c("*elui*", "*spec*", "*elsp*", "*kmra*")
+
+mt = mtypes[3]
+pt = ptypes[4]
+
+for(mt in mtypes){
+  for(pt in ptypes){
+    
+    if(pt == "*elui*"){
+      comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[c(1:7)]
+    } else if(pt == "*spec*"){ 
+      comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[-c(1:7)]
+    } else if(pt ==  "*elsp*"){ 
+      comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR    
+    } else if(pt == "*kmra*"){
+      comb@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
+        c(grep("kmdc", comb@meta$input$PREDICTOR), 
+          grep("raoq", comb@meta$input$PREDICTOR))])
+    }
+    
+    compModels(model = comb, pt = pt, mt = mt, outpath = path_model_gpm_sr)
+  }
 }
 
-# Predict with hyperspectral data only
-comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[-c(1:7)]
-
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
-  
-  model = comb
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                    metric = "RMSE",
-                    n_var = NULL, 
-                    mthd = "rf",
-                    mode = "ffs",
-                    seed_nbr = 11, 
-                    cv_nbr = NULL,
-                    var_selection = "indv",
-                    filepath_tmp = NULL)
-  
-    saveRDS(model, file = paste0(path_model_gpm_sr, 
-                              "ki_sr_spec_non_scaled_rf_", 
-                              model@meta$input$RESPONSE_FINAL, 
-                              ".rds"))
-}
 
-
-# Predict with all data
-comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR
-
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
-  
-  model = comb
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "rf",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_elsp_non_scaled_rf_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-
-
-# Predict with kmdc and raoq only
-comb@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
-  c(grep("kmdc", comb@meta$input$PREDICTOR), 
-    grep("raoq", comb@meta$input$PREDICTOR))])
-
-
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
-  
-  model = comb
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "rf",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_kmra_non_scaled_rf_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-stopCluster(cl)
\ No newline at end of file
+stopCluster(cl)
diff --git a/src/310_predict_biodiv_sr_res_rf.R b/src/310_predict_biodiv_sr_res_rf.R
index def8ce7..dfc1030 100644
--- a/src/310_predict_biodiv_sr_res_rf.R
+++ b/src/310_predict_biodiv_sr_res_rf.R
@@ -26,7 +26,7 @@ for(res_suffix in res_suffixes){
                                  res_suffix, ".rds"))
   comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[-c(1:7)]
   for(mt in mtypes){
-    compModels(model = comb_elev_res, pt, mt)
+    compModels(model = comb_elev_res, pt = pt, mt = mt, outpath = path_model_gpm_sr_res)
   }
 }
 

From 9a9cf2f08561b05049b1fe50620a3349bcb544c8 Mon Sep 17 00:00:00 2001
From: "Nauss, Thomas" <nauss@staff.uni-marburg.de>
Date: Sun, 13 Jan 2019 15:09:05 +0100
Subject: [PATCH 39/65] Update

---
 src/000_setup.R                               |  24 --
 src/050_comp_kmdc.R                           |   2 +
 src/120_combine_predictores_biodiv_tlevel.R   |   9 +-
 src/200_predict_biodiv_sr_rf.R                |   3 +-
 ..._combine_predictores_biodiv_sr_residuals.R |   4 +-
 src/400_compile_analyse_biodiv_sr.R           |  12 +-
 src/410_compile_analyse_biodiv_sr_elev_res.R  |   9 +-
 src/500_analyse_biodiv_sr.R                   |  64 +--
 src/500_analyse_biodiv_sr.Rmd                 | 123 ++++++
 src/500_analyse_biodiv_sr.nb.html             | 372 ++++++++++++++++++
 src/findings.txt                              |  20 +
 11 files changed, 571 insertions(+), 71 deletions(-)
 delete mode 100644 src/000_setup.R
 create mode 100644 src/500_analyse_biodiv_sr.Rmd
 create mode 100644 src/500_analyse_biodiv_sr.nb.html
 create mode 100644 src/findings.txt

diff --git a/src/000_setup.R b/src/000_setup.R
deleted file mode 100644
index 7d5b325..0000000
--- a/src/000_setup.R
+++ /dev/null
@@ -1,24 +0,0 @@
-# Set environment for environmental information systems analysis
-
-root_folder = path.expand("~/analysis/global_forest_cover/")
-
-project_folders = c("data/",
-                    "data/biomass_1950_2010/",
-                    "data/biomass_2010_gsv/",
-                    "data/maped_datasets/",
-                    "data/gee_landcover_rainfall/",
-                    "data/tree_water_content/",
-                    "data/tmp/", 
-                    "EI-GlobalForestAnalysis/src/")
-
-libs = c("gdalUtils", "mapview", "raster", "rgdal", "sp")
-
-envrmt = createEnvi(root_folder = root_folder, folders = project_folders, 
-                    path_prefix = "path_", libs = libs,
-                    alt_env_id = "COMPUTERNAME", alt_env_value = "PCRZP",
-                    alt_env_root_folder = "F:\\BEN\\edu")
-
-# More settings
-rasterOptions(tmpdir = envrmt$path_tmp)
-mapviewOptions(basemaps = mapviewGetOption("basemaps")[c(3, 1:2, 4:5)])
-
diff --git a/src/050_comp_kmdc.R b/src/050_comp_kmdc.R
index 05c59bd..6551cab 100644
--- a/src/050_comp_kmdc.R
+++ b/src/050_comp_kmdc.R
@@ -2,12 +2,14 @@
 # scaled vegetation inidces stack
 
 source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+
 if(length(showConnections()) == 0){
   cores = 3
   cl = parallel::makeCluster(cores)
   doParallel::registerDoParallel(cl)
 }
 
+
 dir.create(paste0(path_hyp_kmdc), showWarnings = FALSE)
 
 
diff --git a/src/120_combine_predictores_biodiv_tlevel.R b/src/120_combine_predictores_biodiv_tlevel.R
index 3b31c5b..d213cad 100644
--- a/src/120_combine_predictores_biodiv_tlevel.R
+++ b/src/120_combine_predictores_biodiv_tlevel.R
@@ -10,16 +10,13 @@ bd = readRDS(paste0(path_biodiv, "biodiv.rds"))
 comb = merge(bd, preds, by = c("plotID"), all.x = TRUE, all.y = TRUE)
 
 trophic_levels = rbind(data.frame(tlevel = "Plants",
-                                  groups = c("SRallplants", "SRasterids", "SRconifers", "SReudicots", 
-                                             "SRferns", "SRlycopodiopsida", "SRmagnoliids", 
-                                             "SRmonocots", "SRrosids")),
+                                  groups = c("SRallplants", "SRasterids", "SRconifers", "SReudicots", "SRferns", "SRlycopodiopsida", "SRmagnoliids", "SRmonocots", "SRrosids")),
                        data.frame(tlevel = "Herbivore",
                                   groups = c("SRbees", "SRmoths", "SRorthoptera")),
-                       data.frame(tlevel = "Decomposer",
+                       data.frame(tlevel = "",
                                   groups = c("SRdungbeetles", "SRmillipedes", "SRcollembola")),
                        data.frame(tlevel = "Predators",
-                                  groups = c("SRspiders", "SRheteroptera", "SRotheraculeata", 
-                                             "SRparasitoids", "SRothercoleoptera")),
+                                  groups = c("SRspiders", "SRheteroptera", "SRotheraculeata", "SRparasitoids", "SRothercoleoptera")),
                        data.frame(tlevel = "Flying predatores",
                                   groups = c("SRbats", "SRbirds")),
                        data.frame(tlevel = "Generalist",
diff --git a/src/200_predict_biodiv_sr_rf.R b/src/200_predict_biodiv_sr_rf.R
index 9dec116..ff085c8 100644
--- a/src/200_predict_biodiv_sr_rf.R
+++ b/src/200_predict_biodiv_sr_rf.R
@@ -1,4 +1,4 @@
-# Combine hyperspectral predictores and biodiversity variables in gpm class.
+# Predict species richness using different models and predictor sets
 if(Sys.info()["sysname"] == "Windows"){
   filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
 } else {
@@ -12,6 +12,7 @@ if(length(showConnections()) == 0){
   doParallel::registerDoParallel(cl)
 }
 
+
 dir.create(paste0(path_model_gpm_sr), showWarnings = FALSE)
 
 comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
diff --git a/src/300_combine_predictores_biodiv_sr_residuals.R b/src/300_combine_predictores_biodiv_sr_residuals.R
index 7e270eb..454da9a 100644
--- a/src/300_combine_predictores_biodiv_sr_residuals.R
+++ b/src/300_combine_predictores_biodiv_sr_residuals.R
@@ -1,4 +1,4 @@
-# Combine hyperspectral predictores and biodiversity variables in gpm class.
+# Compile species richness dataset containing residuals from some previous modelling
 if(Sys.info()["sysname"] == "Windows"){
   filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
 } else {
@@ -6,6 +6,8 @@ if(Sys.info()["sysname"] == "Windows"){
 }
 
 source(filepath_base)
+
+
 dir.create(paste0(path_comb_gpm_sr_res), showWarnings = FALSE)
 
 
diff --git a/src/400_compile_analyse_biodiv_sr.R b/src/400_compile_analyse_biodiv_sr.R
index f9df8a5..dcc36ea 100644
--- a/src/400_compile_analyse_biodiv_sr.R
+++ b/src/400_compile_analyse_biodiv_sr.R
@@ -1,17 +1,13 @@
-# Combine hyperspectral predictores and biodiversity variables in gpm class.
-if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
-} else {
-  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
-}
-source(filepath_base)
+# Combine species richness model results in one variable.
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+
 
 dir.create(path_compile_analysis_sr, showWarnings = FALSE)
 
 
 # Combine all models into one gpm object
 ptypes = c("*elui*", "*kmra*", "*spec*", "*elsp*")
-mtypes = c("*gam*", "*pls*", "*rd*")
+mtypes = c("*gam*", "*pls*", "*rf*")
 
 all_models = lapply(mtypes, function(mt){
   all_pmodels = lapply(ptypes, function(pt){
diff --git a/src/410_compile_analyse_biodiv_sr_elev_res.R b/src/410_compile_analyse_biodiv_sr_elev_res.R
index 612fd01..cbfc3b3 100644
--- a/src/410_compile_analyse_biodiv_sr_elev_res.R
+++ b/src/410_compile_analyse_biodiv_sr_elev_res.R
@@ -1,10 +1,7 @@
 # Combine hyperspectral predictores and biodiversity variables in gpm class.
-if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
-} else {
-  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
-}
-source(filepath_base)
+
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+
 
 dir.create(path_compile_analysis_sr_elev_res, showWarnings = FALSE)
 
diff --git a/src/500_analyse_biodiv_sr.R b/src/500_analyse_biodiv_sr.R
index 8087534..f8ac849 100644
--- a/src/500_analyse_biodiv_sr.R
+++ b/src/500_analyse_biodiv_sr.R
@@ -1,16 +1,6 @@
-# Combine hyperspectral predictores and biodiversity variables in gpm class.
-if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
-} else {
-  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
-}
-source(filepath_base)
-
-if(length(showConnections()) == 0){
-  cores = 3
-  cl = parallel::makeCluster(cores)
-  doParallel::registerDoParallel(cl)
-}
+# Analyse species richness prediction models
+
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
 
 dir.create(path_analysis_sr, showWarnings = FALSE)
 
@@ -26,6 +16,8 @@ summary(gam_sr)
 summary(pls_sr)
 summary(rf_sr)
 
+
+# Compare pls and rf
 models_sr = rbind(pls_sr[, -4], rf_sr[, -4])
 models_sr$mptype = paste0(models_sr$mtype, "_", models_sr$ptype)
 models_sr$mptype = factor(models_sr$mptype, levels = c("pls_elsp", "rf_elsp",
@@ -33,23 +25,45 @@ models_sr$mptype = factor(models_sr$mptype, levels = c("pls_elsp", "rf_elsp",
                                                        "pls_kmra", "rf_kmra",
                                                        "pls_spec", "rf_spec"))
 
-# Plot model performance
-ggplot(data = pls_sr[pls_sr$ptype == "elui" | pls_sr$ptype == "spec",], aes(x = resp, y = RMSE_normSD, fill = ptype)) + 
-  geom_boxplot()+
-  labs(list(title = "PLS", fill = "Predictor Set")) +
+ggplot(data = models_sr[models_sr$ptype == "elui" | models_sr$ptype == "spec",], aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
+  geom_boxplot() +
+  labs(list(title = "PLS and RF", fill = "Predictor Set")) +
   theme(axis.text.x = element_text(angle = 45, hjust = 1))
 
 
-ggplot(data = rf_sr[rf_sr$ptype == "elui" | rf_sr$ptype == "spec",], aes(x = resp, y = RMSE_normSD, fill = ptype)) + 
-  geom_boxplot() +
-  labs(list(title = "RF", fill = "Predictor Set")) +
-  theme(axis.text.x = element_text(angle = 45, hjust = 1))
+pls_rf_sr = merge(pls_sr, rf_sr, by = c("ptype", "resp", "Resample"), all.y = TRUE)
+colnames(pls_rf_sr)[grep("\\.x", colnames(pls_rf_sr))] = 
+  gsub("\\.x", "_pls", colnames(pls_rf_sr)[grep("\\.x", colnames(pls_rf_sr))])
+colnames(pls_rf_sr)[grep("\\.y", colnames(pls_rf_sr))] = 
+  gsub("\\.y", "_rf", colnames(pls_rf_sr)[grep("\\.y", colnames(pls_rf_sr))])
+# nrow(pls_rf_sr)
 
+ptypes = c("elui", "kmra", "spec", "elsp")
+perf_check = lapply(ptypes, function(pt){
+  subdf = pls_rf_sr[!is.na(pls_rf_sr$RMSE_pls) & 
+                      pls_rf_sr$ptype == pt &
+                      pls_rf_sr$Resample == "Mean", ]
+  rownames(subdf[subdf$RMSE_pls < subdf$RMSE_rf, ])
+})
+names(perf_check) = ptypes
 
-ggplot(data = models_sr[models_sr$ptype == "elui" | models_sr$ptype == "spec",], aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
-  geom_boxplot() +
-  labs(list(title = "PLS and RF", fill = "Predictor Set")) +
-  theme(axis.text.x = element_text(angle = 45, hjust = 1))
+# Check performance of PLS and RF for ELUI
+pls_rf_sr[as.numeric(perf_check[[1]]),]
+
+# Check performance of PLS and RF for KMRA
+pls_rf_sr[as.numeric(perf_check[[2]]),]
+sort(round(1-pls_rf_sr[as.numeric(perf_check[[2]]), "RMSE_pls"] / pls_rf_sr[as.numeric(perf_check[[2]]), "RMSE_rf"],2))
+sort(round(pls_rf_sr[as.numeric(perf_check[[2]]), "nvars_rf"] / pls_rf_sr[as.numeric(perf_check[[2]]), "nvars_pls"],2))
+
+# Check performance of PLS and RF for SPEC
+pls_rf_sr[as.numeric(perf_check[[3]]),]
+sort(round(1-pls_rf_sr[as.numeric(perf_check[[3]]), "RMSE_pls"] / pls_rf_sr[as.numeric(perf_check[[3]]), "RMSE_rf"],2))
+sort(round(pls_rf_sr[as.numeric(perf_check[[3]]), "nvars_rf"] / pls_rf_sr[as.numeric(perf_check[[3]]), "nvars_pls"],2))
+
+
+
+# models_sr_wide = spread(models_sr[models_sr$Resample == "Mean",], "ptype", "RMSE_normSD")
+# head(models_sr_wide)
 
 
 
diff --git a/src/500_analyse_biodiv_sr.Rmd b/src/500_analyse_biodiv_sr.Rmd
new file mode 100644
index 0000000..62a36f6
--- /dev/null
+++ b/src/500_analyse_biodiv_sr.Rmd
@@ -0,0 +1,123 @@
+---
+title: "500 Analyse Biodiv-RS"
+output: html_notebook
+---
+
+```{r, include = FALSE}
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+
+dir.create(path_analysis_sr, showWarnings = FALSE)
+
+all_models = readRDS(file.path(path_compile_analysis_sr, "models_sr.rds"))
+
+
+# Collect model performance
+gam_sr = modelPerformance(all_models[["gam"]])
+pls_sr = modelPerformance(all_models[["pls"]])
+rf_sr = modelPerformance(all_models[["rf"]])
+
+summary(gam_sr)
+summary(pls_sr)
+summary(rf_sr)
+
+# Get trophic levels
+tl = read.table(file.path(path_meta, "trophic_levels.csv"), header = TRUE, sep = ";")
+gam_sr = merge(gam_sr, tl, by.x = "resp", by.y = "Species")
+pls_sr = merge(pls_sr, tl, by.x = "resp", by.y = "Species")
+rf_sr = merge(rf_sr, tl, by.x = "resp", by.y = "Species")
+```
+
+# Compare PLS and RF
+```{r, echo=FALSE}
+models_sr = rbind(pls_sr[, -4], rf_sr[, -4])
+models_sr$mptype = paste0(models_sr$mtype, "_", models_sr$ptype)
+models_sr$mptype = factor(models_sr$mptype, levels = c("pls_elsp", "rf_elsp",
+                                                       "pls_elui", "rf_elui",
+                                                       "pls_kmra", "rf_kmra",
+                                                       "pls_spec", "rf_spec"))
+
+
+ggplot(data = models_sr[models_sr$ptype == "elui" | models_sr$ptype == "spec",], aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
+  geom_boxplot() +
+  theme_bw() + 
+  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
+  labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))
+```
+
+```{r, echo=FALSE}
+pls_rf_sr = merge(pls_sr, rf_sr, by = c("ptype", "resp", "Resample"), all.y = TRUE)
+colnames(pls_rf_sr)[grep("\\.x", colnames(pls_rf_sr))] = 
+  gsub("\\.x", "_pls", colnames(pls_rf_sr)[grep("\\.x", colnames(pls_rf_sr))])
+colnames(pls_rf_sr)[grep("\\.y", colnames(pls_rf_sr))] = 
+  gsub("\\.y", "_rf", colnames(pls_rf_sr)[grep("\\.y", colnames(pls_rf_sr))])
+# nrow(pls_rf_sr)
+
+ptypes = c("elui", "kmra", "spec", "elsp")
+perf_check = lapply(ptypes, function(pt){
+  subdf = pls_rf_sr[!is.na(pls_rf_sr$RMSE_pls) & 
+                      pls_rf_sr$ptype == pt &
+                      pls_rf_sr$Resample == "Mean", ]
+  rownames(subdf[subdf$RMSE_pls < subdf$RMSE_rf, ])
+})
+names(perf_check) = ptypes
+```
+
+# Check performance of PLS and RF
+```{r, echo = FALSE}
+for(i in seq(length(perf_check))){
+rmse_perf = sort(round(1-pls_rf_sr[as.numeric(perf_check[[i]]), "RMSE_pls"] / 
+                         pls_rf_sr[as.numeric(perf_check[[i]]), "RMSE_rf"],2))
+var_rf_prct = sort(round(pls_rf_sr[as.numeric(perf_check[[i]]), "nvars_rf"] / 
+                           pls_rf_sr[as.numeric(perf_check[[i]]), "nvars_pls"],2))
+level_pls = sort(table(pls_rf_sr[as.numeric(perf_check[[i]]), "Level_pls"]))
+print(names(perf_check[i]))
+print(pls_rf_sr[as.numeric(perf_check[[i]]),])
+cat("RMSE (1 - PLS/RF):", rmse_perf, "\n")
+cat("Var number (RF/PLS):", var_rf_prct, "\n")
+cat("Levels with PLS is better:", level_pls, "\n")
+cat("\n\n")
+}
+```
+
+# Collect variable importance
+## Number of variables
+```{r}
+pls_rf_sr_long = melt(pls_rf_sr[pls_rf_sr$Resample == "Mean", c(1, 2, 6, 13)], id.vars = c("ptype", "resp"))
+ggplot(data = pls_rf_sr_long, aes(x = variable, y = value, fill = ptype)) +
+  geom_boxplot() + 
+  labs(list(x = "Models", y = "Number of variables" ,
+            fill = "Predictor Set")) +
+  theme_bw()
+```
+
+
+# Variable importance for PLS
+```{r, echo=FALSE}
+var_imp <- compVarImp(all_models[["pls"]][["spec"]]@model[[1]], scale = FALSE)
+# plotVarImp(var_imp)
+plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
+```
+
+# Variable importance for RF
+```{r, echo=FALSE}
+var_imp <- compVarImp(all_models[["rf"]][["spec"]]@model[[1]], scale = FALSE)
+# plotVarImp(var_imp)
+plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
+```
+
+
+# Trophic levels
+```{r}
+var_imp_levels = var_imp
+for(i in seq(length(var_imp_levels))){
+  var_imp_levels[[i]]$RESPONSE = tl$Level[grep(var_imp_levels[[i]]$RESPONSE[1], tl$Species)]
+}
+plotVarImpHeatmap(var_imp_levels, xlab = "Species", ylab = "Band")
+```
+
+
+
+
+When you save the notebook, an HTML file containing the code and output will be saved alongside it (click the *Preview* button or press *Ctrl+Shift+K* to preview the HTML file).
+
+The preview shows you a rendered HTML copy of the contents of the editor. Consequently, unlike *Knit*, *Preview* does not run any R code chunks. Instead, the output of the chunk when it was last run in the editor is displayed.
diff --git a/src/500_analyse_biodiv_sr.nb.html b/src/500_analyse_biodiv_sr.nb.html
new file mode 100644
index 0000000..5ed2f08
--- /dev/null
+++ b/src/500_analyse_biodiv_sr.nb.html
@@ -0,0 +1,372 @@
+<!DOCTYPE html>
+
+<html xmlns="http://www.w3.org/1999/xhtml">
+
+<head>
+
+<meta charset="utf-8" />
+<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+<meta name="generator" content="pandoc" />
+
+
+
+
+<title>500 Analyse Biodiv-RS</title>
+
+<script src="data:application/x-javascript;base64,/*! jQuery v1.11.3 | (c) 2005, 2015 jQuery Foundation, Inc. | jquery.org/license */
!function(a,b){"object"==typeof module&&"object"==typeof module.exports?module.exports=a.document?b(a,!0):function(a){if(!a.document)throw new Error("jQuery requires a window with a document");return b(a)}:b(a)}("undefined"!=typeof window?window:this,function(a,b){var c=[],d=c.slice,e=c.concat,f=c.push,g=c.indexOf,h={},i=h.toString,j=h.hasOwnProperty,k={},l="1.11.3",m=function(a,b){return new m.fn.init(a,b)},n=/^[\s\uFEFF\xA0]+|[\s\uFEFF\xA0]+$/g,o=/^-ms-/,p=/-([\da-z])/gi,q=function(a,b){return b.toUpperCase()};m.fn=m.prototype={jquery:l,constructor:m,selector:"",length:0,toArray:function(){return d.call(this)},get:function(a){return null!=a?0>a?this[a+this.length]:this[a]:d.call(this)},pushStack:function(a){var b=m.merge(this.constructor(),a);return b.prevObject=this,b.context=this.context,b},each:function(a,b){return m.each(this,a,b)},map:function(a){return this.pushStack(m.map(this,function(b,c){return a.call(b,c,b)}))},slice:function(){return this.pushStack(d.apply(this,arguments))},first:function(){return this.eq(0)},last:function(){return this.eq(-1)},eq:function(a){var b=this.length,c=+a+(0>a?b:0);return this.pushStack(c>=0&&b>c?[this[c]]:[])},end:function(){return this.prevObject||this.constructor(null)},push:f,sort:c.sort,splice:c.splice},m.extend=m.fn.extend=function(){var a,b,c,d,e,f,g=arguments[0]||{},h=1,i=arguments.length,j=!1;for("boolean"==typeof g&&(j=g,g=arguments[h]||{},h++),"object"==typeof g||m.isFunction(g)||(g={}),h===i&&(g=this,h--);i>h;h++)if(null!=(e=arguments[h]))for(d in e)a=g[d],c=e[d],g!==c&&(j&&c&&(m.isPlainObject(c)||(b=m.isArray(c)))?(b?(b=!1,f=a&&m.isArray(a)?a:[]):f=a&&m.isPlainObject(a)?a:{},g[d]=m.extend(j,f,c)):void 0!==c&&(g[d]=c));return g},m.extend({expando:"jQuery"+(l+Math.random()).replace(/\D/g,""),isReady:!0,error:function(a){throw new Error(a)},noop:function(){},isFunction:function(a){return"function"===m.type(a)},isArray:Array.isArray||function(a){return"array"===m.type(a)},isWindow:function(a){return null!=a&&a==a.window},isNumeric:function(a){return!m.isArray(a)&&a-parseFloat(a)+1>=0},isEmptyObject:function(a){var b;for(b in a)return!1;return!0},isPlainObject:function(a){var b;if(!a||"object"!==m.type(a)||a.nodeType||m.isWindow(a))return!1;try{if(a.constructor&&!j.call(a,"constructor")&&!j.call(a.constructor.prototype,"isPrototypeOf"))return!1}catch(c){return!1}if(k.ownLast)for(b in a)return j.call(a,b);for(b in a);return void 0===b||j.call(a,b)},type:function(a){return null==a?a+"":"object"==typeof a||"function"==typeof a?h[i.call(a)]||"object":typeof a},globalEval:function(b){b&&m.trim(b)&&(a.execScript||function(b){a.eval.call(a,b)})(b)},camelCase:function(a){return a.replace(o,"ms-").replace(p,q)},nodeName:function(a,b){return a.nodeName&&a.nodeName.toLowerCase()===b.toLowerCase()},each:function(a,b,c){var d,e=0,f=a.length,g=r(a);if(c){if(g){for(;f>e;e++)if(d=b.apply(a[e],c),d===!1)break}else for(e in a)if(d=b.apply(a[e],c),d===!1)break}else if(g){for(;f>e;e++)if(d=b.call(a[e],e,a[e]),d===!1)break}else for(e in a)if(d=b.call(a[e],e,a[e]),d===!1)break;return a},trim:function(a){return null==a?"":(a+"").replace(n,"")},makeArray:function(a,b){var c=b||[];return null!=a&&(r(Object(a))?m.merge(c,"string"==typeof a?[a]:a):f.call(c,a)),c},inArray:function(a,b,c){var d;if(b){if(g)return g.call(b,a,c);for(d=b.length,c=c?0>c?Math.max(0,d+c):c:0;d>c;c++)if(c in b&&b[c]===a)return c}return-1},merge:function(a,b){var c=+b.length,d=0,e=a.length;while(c>d)a[e++]=b[d++];if(c!==c)while(void 0!==b[d])a[e++]=b[d++];return a.length=e,a},grep:function(a,b,c){for(var d,e=[],f=0,g=a.length,h=!c;g>f;f++)d=!b(a[f],f),d!==h&&e.push(a[f]);return e},map:function(a,b,c){var d,f=0,g=a.length,h=r(a),i=[];if(h)for(;g>f;f++)d=b(a[f],f,c),null!=d&&i.push(d);else for(f in a)d=b(a[f],f,c),null!=d&&i.push(d);return e.apply([],i)},guid:1,proxy:function(a,b){var c,e,f;return"string"==typeof b&&(f=a[b],b=a,a=f),m.isFunction(a)?(c=d.call(arguments,2),e=function(){return a.apply(b||this,c.concat(d.call(arguments)))},e.guid=a.guid=a.guid||m.guid++,e):void 0},now:function(){return+new Date},support:k}),m.each("Boolean Number String Function Array Date RegExp Object Error".split(" "),function(a,b){h["[object "+b+"]"]=b.toLowerCase()});function r(a){var b="length"in a&&a.length,c=m.type(a);return"function"===c||m.isWindow(a)?!1:1===a.nodeType&&b?!0:"array"===c||0===b||"number"==typeof b&&b>0&&b-1 in a}var s=function(a){var b,c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u="sizzle"+1*new Date,v=a.document,w=0,x=0,y=ha(),z=ha(),A=ha(),B=function(a,b){return a===b&&(l=!0),0},C=1<<31,D={}.hasOwnProperty,E=[],F=E.pop,G=E.push,H=E.push,I=E.slice,J=function(a,b){for(var c=0,d=a.length;d>c;c++)if(a[c]===b)return c;return-1},K="checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped",L="[\\x20\\t\\r\\n\\f]",M="(?:\\\\.|[\\w-]|[^\\x00-\\xa0])+",N=M.replace("w","w#"),O="\\["+L+"*("+M+")(?:"+L+"*([*^$|!~]?=)"+L+"*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|("+N+"))|)"+L+"*\\]",P=":("+M+")(?:\\((('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|((?:\\\\.|[^\\\\()[\\]]|"+O+")*)|.*)\\)|)",Q=new RegExp(L+"+","g"),R=new RegExp("^"+L+"+|((?:^|[^\\\\])(?:\\\\.)*)"+L+"+$","g"),S=new RegExp("^"+L+"*,"+L+"*"),T=new RegExp("^"+L+"*([>+~]|"+L+")"+L+"*"),U=new RegExp("="+L+"*([^\\]'\"]*?)"+L+"*\\]","g"),V=new RegExp(P),W=new RegExp("^"+N+"$"),X={ID:new RegExp("^#("+M+")"),CLASS:new RegExp("^\\.("+M+")"),TAG:new RegExp("^("+M.replace("w","w*")+")"),ATTR:new RegExp("^"+O),PSEUDO:new RegExp("^"+P),CHILD:new RegExp("^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\("+L+"*(even|odd|(([+-]|)(\\d*)n|)"+L+"*(?:([+-]|)"+L+"*(\\d+)|))"+L+"*\\)|)","i"),bool:new RegExp("^(?:"+K+")$","i"),needsContext:new RegExp("^"+L+"*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\("+L+"*((?:-\\d)?\\d*)"+L+"*\\)|)(?=[^-]|$)","i")},Y=/^(?:input|select|textarea|button)$/i,Z=/^h\d$/i,$=/^[^{]+\{\s*\[native \w/,_=/^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/,aa=/[+~]/,ba=/'|\\/g,ca=new RegExp("\\\\([\\da-f]{1,6}"+L+"?|("+L+")|.)","ig"),da=function(a,b,c){var d="0x"+b-65536;return d!==d||c?b:0>d?String.fromCharCode(d+65536):String.fromCharCode(d>>10|55296,1023&d|56320)},ea=function(){m()};try{H.apply(E=I.call(v.childNodes),v.childNodes),E[v.childNodes.length].nodeType}catch(fa){H={apply:E.length?function(a,b){G.apply(a,I.call(b))}:function(a,b){var c=a.length,d=0;while(a[c++]=b[d++]);a.length=c-1}}}function ga(a,b,d,e){var f,h,j,k,l,o,r,s,w,x;if((b?b.ownerDocument||b:v)!==n&&m(b),b=b||n,d=d||[],k=b.nodeType,"string"!=typeof a||!a||1!==k&&9!==k&&11!==k)return d;if(!e&&p){if(11!==k&&(f=_.exec(a)))if(j=f[1]){if(9===k){if(h=b.getElementById(j),!h||!h.parentNode)return d;if(h.id===j)return d.push(h),d}else if(b.ownerDocument&&(h=b.ownerDocument.getElementById(j))&&t(b,h)&&h.id===j)return d.push(h),d}else{if(f[2])return H.apply(d,b.getElementsByTagName(a)),d;if((j=f[3])&&c.getElementsByClassName)return H.apply(d,b.getElementsByClassName(j)),d}if(c.qsa&&(!q||!q.test(a))){if(s=r=u,w=b,x=1!==k&&a,1===k&&"object"!==b.nodeName.toLowerCase()){o=g(a),(r=b.getAttribute("id"))?s=r.replace(ba,"\\$&"):b.setAttribute("id",s),s="[id='"+s+"'] ",l=o.length;while(l--)o[l]=s+ra(o[l]);w=aa.test(a)&&pa(b.parentNode)||b,x=o.join(",")}if(x)try{return H.apply(d,w.querySelectorAll(x)),d}catch(y){}finally{r||b.removeAttribute("id")}}}return i(a.replace(R,"$1"),b,d,e)}function ha(){var a=[];function b(c,e){return a.push(c+" ")>d.cacheLength&&delete b[a.shift()],b[c+" "]=e}return b}function ia(a){return a[u]=!0,a}function ja(a){var b=n.createElement("div");try{return!!a(b)}catch(c){return!1}finally{b.parentNode&&b.parentNode.removeChild(b),b=null}}function ka(a,b){var c=a.split("|"),e=a.length;while(e--)d.attrHandle[c[e]]=b}function la(a,b){var c=b&&a,d=c&&1===a.nodeType&&1===b.nodeType&&(~b.sourceIndex||C)-(~a.sourceIndex||C);if(d)return d;if(c)while(c=c.nextSibling)if(c===b)return-1;return a?1:-1}function ma(a){return function(b){var c=b.nodeName.toLowerCase();return"input"===c&&b.type===a}}function na(a){return function(b){var c=b.nodeName.toLowerCase();return("input"===c||"button"===c)&&b.type===a}}function oa(a){return ia(function(b){return b=+b,ia(function(c,d){var e,f=a([],c.length,b),g=f.length;while(g--)c[e=f[g]]&&(c[e]=!(d[e]=c[e]))})})}function pa(a){return a&&"undefined"!=typeof a.getElementsByTagName&&a}c=ga.support={},f=ga.isXML=function(a){var b=a&&(a.ownerDocument||a).documentElement;return b?"HTML"!==b.nodeName:!1},m=ga.setDocument=function(a){var b,e,g=a?a.ownerDocument||a:v;return g!==n&&9===g.nodeType&&g.documentElement?(n=g,o=g.documentElement,e=g.defaultView,e&&e!==e.top&&(e.addEventListener?e.addEventListener("unload",ea,!1):e.attachEvent&&e.attachEvent("onunload",ea)),p=!f(g),c.attributes=ja(function(a){return a.className="i",!a.getAttribute("className")}),c.getElementsByTagName=ja(function(a){return a.appendChild(g.createComment("")),!a.getElementsByTagName("*").length}),c.getElementsByClassName=$.test(g.getElementsByClassName),c.getById=ja(function(a){return o.appendChild(a).id=u,!g.getElementsByName||!g.getElementsByName(u).length}),c.getById?(d.find.ID=function(a,b){if("undefined"!=typeof b.getElementById&&p){var c=b.getElementById(a);return c&&c.parentNode?[c]:[]}},d.filter.ID=function(a){var b=a.replace(ca,da);return function(a){return a.getAttribute("id")===b}}):(delete d.find.ID,d.filter.ID=function(a){var b=a.replace(ca,da);return function(a){var c="undefined"!=typeof a.getAttributeNode&&a.getAttributeNode("id");return c&&c.value===b}}),d.find.TAG=c.getElementsByTagName?function(a,b){return"undefined"!=typeof b.getElementsByTagName?b.getElementsByTagName(a):c.qsa?b.querySelectorAll(a):void 0}:function(a,b){var c,d=[],e=0,f=b.getElementsByTagName(a);if("*"===a){while(c=f[e++])1===c.nodeType&&d.push(c);return d}return f},d.find.CLASS=c.getElementsByClassName&&function(a,b){return p?b.getElementsByClassName(a):void 0},r=[],q=[],(c.qsa=$.test(g.querySelectorAll))&&(ja(function(a){o.appendChild(a).innerHTML="<a id='"+u+"'></a><select id='"+u+"-\f]' msallowcapture=''><option selected=''></option></select>",a.querySelectorAll("[msallowcapture^='']").length&&q.push("[*^$]="+L+"*(?:''|\"\")"),a.querySelectorAll("[selected]").length||q.push("\\["+L+"*(?:value|"+K+")"),a.querySelectorAll("[id~="+u+"-]").length||q.push("~="),a.querySelectorAll(":checked").length||q.push(":checked"),a.querySelectorAll("a#"+u+"+*").length||q.push(".#.+[+~]")}),ja(function(a){var b=g.createElement("input");b.setAttribute("type","hidden"),a.appendChild(b).setAttribute("name","D"),a.querySelectorAll("[name=d]").length&&q.push("name"+L+"*[*^$|!~]?="),a.querySelectorAll(":enabled").length||q.push(":enabled",":disabled"),a.querySelectorAll("*,:x"),q.push(",.*:")})),(c.matchesSelector=$.test(s=o.matches||o.webkitMatchesSelector||o.mozMatchesSelector||o.oMatchesSelector||o.msMatchesSelector))&&ja(function(a){c.disconnectedMatch=s.call(a,"div"),s.call(a,"[s!='']:x"),r.push("!=",P)}),q=q.length&&new RegExp(q.join("|")),r=r.length&&new RegExp(r.join("|")),b=$.test(o.compareDocumentPosition),t=b||$.test(o.contains)?function(a,b){var c=9===a.nodeType?a.documentElement:a,d=b&&b.parentNode;return a===d||!(!d||1!==d.nodeType||!(c.contains?c.contains(d):a.compareDocumentPosition&&16&a.compareDocumentPosition(d)))}:function(a,b){if(b)while(b=b.parentNode)if(b===a)return!0;return!1},B=b?function(a,b){if(a===b)return l=!0,0;var d=!a.compareDocumentPosition-!b.compareDocumentPosition;return d?d:(d=(a.ownerDocument||a)===(b.ownerDocument||b)?a.compareDocumentPosition(b):1,1&d||!c.sortDetached&&b.compareDocumentPosition(a)===d?a===g||a.ownerDocument===v&&t(v,a)?-1:b===g||b.ownerDocument===v&&t(v,b)?1:k?J(k,a)-J(k,b):0:4&d?-1:1)}:function(a,b){if(a===b)return l=!0,0;var c,d=0,e=a.parentNode,f=b.parentNode,h=[a],i=[b];if(!e||!f)return a===g?-1:b===g?1:e?-1:f?1:k?J(k,a)-J(k,b):0;if(e===f)return la(a,b);c=a;while(c=c.parentNode)h.unshift(c);c=b;while(c=c.parentNode)i.unshift(c);while(h[d]===i[d])d++;return d?la(h[d],i[d]):h[d]===v?-1:i[d]===v?1:0},g):n},ga.matches=function(a,b){return ga(a,null,null,b)},ga.matchesSelector=function(a,b){if((a.ownerDocument||a)!==n&&m(a),b=b.replace(U,"='$1']"),!(!c.matchesSelector||!p||r&&r.test(b)||q&&q.test(b)))try{var d=s.call(a,b);if(d||c.disconnectedMatch||a.document&&11!==a.document.nodeType)return d}catch(e){}return ga(b,n,null,[a]).length>0},ga.contains=function(a,b){return(a.ownerDocument||a)!==n&&m(a),t(a,b)},ga.attr=function(a,b){(a.ownerDocument||a)!==n&&m(a);var e=d.attrHandle[b.toLowerCase()],f=e&&D.call(d.attrHandle,b.toLowerCase())?e(a,b,!p):void 0;return void 0!==f?f:c.attributes||!p?a.getAttribute(b):(f=a.getAttributeNode(b))&&f.specified?f.value:null},ga.error=function(a){throw new Error("Syntax error, unrecognized expression: "+a)},ga.uniqueSort=function(a){var b,d=[],e=0,f=0;if(l=!c.detectDuplicates,k=!c.sortStable&&a.slice(0),a.sort(B),l){while(b=a[f++])b===a[f]&&(e=d.push(f));while(e--)a.splice(d[e],1)}return k=null,a},e=ga.getText=function(a){var b,c="",d=0,f=a.nodeType;if(f){if(1===f||9===f||11===f){if("string"==typeof a.textContent)return a.textContent;for(a=a.firstChild;a;a=a.nextSibling)c+=e(a)}else if(3===f||4===f)return a.nodeValue}else while(b=a[d++])c+=e(b);return c},d=ga.selectors={cacheLength:50,createPseudo:ia,match:X,attrHandle:{},find:{},relative:{">":{dir:"parentNode",first:!0}," ":{dir:"parentNode"},"+":{dir:"previousSibling",first:!0},"~":{dir:"previousSibling"}},preFilter:{ATTR:function(a){return a[1]=a[1].replace(ca,da),a[3]=(a[3]||a[4]||a[5]||"").replace(ca,da),"~="===a[2]&&(a[3]=" "+a[3]+" "),a.slice(0,4)},CHILD:function(a){return a[1]=a[1].toLowerCase(),"nth"===a[1].slice(0,3)?(a[3]||ga.error(a[0]),a[4]=+(a[4]?a[5]+(a[6]||1):2*("even"===a[3]||"odd"===a[3])),a[5]=+(a[7]+a[8]||"odd"===a[3])):a[3]&&ga.error(a[0]),a},PSEUDO:function(a){var b,c=!a[6]&&a[2];return X.CHILD.test(a[0])?null:(a[3]?a[2]=a[4]||a[5]||"":c&&V.test(c)&&(b=g(c,!0))&&(b=c.indexOf(")",c.length-b)-c.length)&&(a[0]=a[0].slice(0,b),a[2]=c.slice(0,b)),a.slice(0,3))}},filter:{TAG:function(a){var b=a.replace(ca,da).toLowerCase();return"*"===a?function(){return!0}:function(a){return a.nodeName&&a.nodeName.toLowerCase()===b}},CLASS:function(a){var b=y[a+" "];return b||(b=new RegExp("(^|"+L+")"+a+"("+L+"|$)"))&&y(a,function(a){return b.test("string"==typeof a.className&&a.className||"undefined"!=typeof a.getAttribute&&a.getAttribute("class")||"")})},ATTR:function(a,b,c){return function(d){var e=ga.attr(d,a);return null==e?"!="===b:b?(e+="","="===b?e===c:"!="===b?e!==c:"^="===b?c&&0===e.indexOf(c):"*="===b?c&&e.indexOf(c)>-1:"$="===b?c&&e.slice(-c.length)===c:"~="===b?(" "+e.replace(Q," ")+" ").indexOf(c)>-1:"|="===b?e===c||e.slice(0,c.length+1)===c+"-":!1):!0}},CHILD:function(a,b,c,d,e){var f="nth"!==a.slice(0,3),g="last"!==a.slice(-4),h="of-type"===b;return 1===d&&0===e?function(a){return!!a.parentNode}:function(b,c,i){var j,k,l,m,n,o,p=f!==g?"nextSibling":"previousSibling",q=b.parentNode,r=h&&b.nodeName.toLowerCase(),s=!i&&!h;if(q){if(f){while(p){l=b;while(l=l[p])if(h?l.nodeName.toLowerCase()===r:1===l.nodeType)return!1;o=p="only"===a&&!o&&"nextSibling"}return!0}if(o=[g?q.firstChild:q.lastChild],g&&s){k=q[u]||(q[u]={}),j=k[a]||[],n=j[0]===w&&j[1],m=j[0]===w&&j[2],l=n&&q.childNodes[n];while(l=++n&&l&&l[p]||(m=n=0)||o.pop())if(1===l.nodeType&&++m&&l===b){k[a]=[w,n,m];break}}else if(s&&(j=(b[u]||(b[u]={}))[a])&&j[0]===w)m=j[1];else while(l=++n&&l&&l[p]||(m=n=0)||o.pop())if((h?l.nodeName.toLowerCase()===r:1===l.nodeType)&&++m&&(s&&((l[u]||(l[u]={}))[a]=[w,m]),l===b))break;return m-=e,m===d||m%d===0&&m/d>=0}}},PSEUDO:function(a,b){var c,e=d.pseudos[a]||d.setFilters[a.toLowerCase()]||ga.error("unsupported pseudo: "+a);return e[u]?e(b):e.length>1?(c=[a,a,"",b],d.setFilters.hasOwnProperty(a.toLowerCase())?ia(function(a,c){var d,f=e(a,b),g=f.length;while(g--)d=J(a,f[g]),a[d]=!(c[d]=f[g])}):function(a){return e(a,0,c)}):e}},pseudos:{not:ia(function(a){var b=[],c=[],d=h(a.replace(R,"$1"));return d[u]?ia(function(a,b,c,e){var f,g=d(a,null,e,[]),h=a.length;while(h--)(f=g[h])&&(a[h]=!(b[h]=f))}):function(a,e,f){return b[0]=a,d(b,null,f,c),b[0]=null,!c.pop()}}),has:ia(function(a){return function(b){return ga(a,b).length>0}}),contains:ia(function(a){return a=a.replace(ca,da),function(b){return(b.textContent||b.innerText||e(b)).indexOf(a)>-1}}),lang:ia(function(a){return W.test(a||"")||ga.error("unsupported lang: "+a),a=a.replace(ca,da).toLowerCase(),function(b){var c;do if(c=p?b.lang:b.getAttribute("xml:lang")||b.getAttribute("lang"))return c=c.toLowerCase(),c===a||0===c.indexOf(a+"-");while((b=b.parentNode)&&1===b.nodeType);return!1}}),target:function(b){var c=a.location&&a.location.hash;return c&&c.slice(1)===b.id},root:function(a){return a===o},focus:function(a){return a===n.activeElement&&(!n.hasFocus||n.hasFocus())&&!!(a.type||a.href||~a.tabIndex)},enabled:function(a){return a.disabled===!1},disabled:function(a){return a.disabled===!0},checked:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&!!a.checked||"option"===b&&!!a.selected},selected:function(a){return a.parentNode&&a.parentNode.selectedIndex,a.selected===!0},empty:function(a){for(a=a.firstChild;a;a=a.nextSibling)if(a.nodeType<6)return!1;return!0},parent:function(a){return!d.pseudos.empty(a)},header:function(a){return Z.test(a.nodeName)},input:function(a){return Y.test(a.nodeName)},button:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&"button"===a.type||"button"===b},text:function(a){var b;return"input"===a.nodeName.toLowerCase()&&"text"===a.type&&(null==(b=a.getAttribute("type"))||"text"===b.toLowerCase())},first:oa(function(){return[0]}),last:oa(function(a,b){return[b-1]}),eq:oa(function(a,b,c){return[0>c?c+b:c]}),even:oa(function(a,b){for(var c=0;b>c;c+=2)a.push(c);return a}),odd:oa(function(a,b){for(var c=1;b>c;c+=2)a.push(c);return a}),lt:oa(function(a,b,c){for(var d=0>c?c+b:c;--d>=0;)a.push(d);return a}),gt:oa(function(a,b,c){for(var d=0>c?c+b:c;++d<b;)a.push(d);return a})}},d.pseudos.nth=d.pseudos.eq;for(b in{radio:!0,checkbox:!0,file:!0,password:!0,image:!0})d.pseudos[b]=ma(b);for(b in{submit:!0,reset:!0})d.pseudos[b]=na(b);function qa(){}qa.prototype=d.filters=d.pseudos,d.setFilters=new qa,g=ga.tokenize=function(a,b){var c,e,f,g,h,i,j,k=z[a+" "];if(k)return b?0:k.slice(0);h=a,i=[],j=d.preFilter;while(h){(!c||(e=S.exec(h)))&&(e&&(h=h.slice(e[0].length)||h),i.push(f=[])),c=!1,(e=T.exec(h))&&(c=e.shift(),f.push({value:c,type:e[0].replace(R," ")}),h=h.slice(c.length));for(g in d.filter)!(e=X[g].exec(h))||j[g]&&!(e=j[g](e))||(c=e.shift(),f.push({value:c,type:g,matches:e}),h=h.slice(c.length));if(!c)break}return b?h.length:h?ga.error(a):z(a,i).slice(0)};function ra(a){for(var b=0,c=a.length,d="";c>b;b++)d+=a[b].value;return d}function sa(a,b,c){var d=b.dir,e=c&&"parentNode"===d,f=x++;return b.first?function(b,c,f){while(b=b[d])if(1===b.nodeType||e)return a(b,c,f)}:function(b,c,g){var h,i,j=[w,f];if(g){while(b=b[d])if((1===b.nodeType||e)&&a(b,c,g))return!0}else while(b=b[d])if(1===b.nodeType||e){if(i=b[u]||(b[u]={}),(h=i[d])&&h[0]===w&&h[1]===f)return j[2]=h[2];if(i[d]=j,j[2]=a(b,c,g))return!0}}}function ta(a){return a.length>1?function(b,c,d){var e=a.length;while(e--)if(!a[e](b,c,d))return!1;return!0}:a[0]}function ua(a,b,c){for(var d=0,e=b.length;e>d;d++)ga(a,b[d],c);return c}function va(a,b,c,d,e){for(var f,g=[],h=0,i=a.length,j=null!=b;i>h;h++)(f=a[h])&&(!c||c(f,d,e))&&(g.push(f),j&&b.push(h));return g}function wa(a,b,c,d,e,f){return d&&!d[u]&&(d=wa(d)),e&&!e[u]&&(e=wa(e,f)),ia(function(f,g,h,i){var j,k,l,m=[],n=[],o=g.length,p=f||ua(b||"*",h.nodeType?[h]:h,[]),q=!a||!f&&b?p:va(p,m,a,h,i),r=c?e||(f?a:o||d)?[]:g:q;if(c&&c(q,r,h,i),d){j=va(r,n),d(j,[],h,i),k=j.length;while(k--)(l=j[k])&&(r[n[k]]=!(q[n[k]]=l))}if(f){if(e||a){if(e){j=[],k=r.length;while(k--)(l=r[k])&&j.push(q[k]=l);e(null,r=[],j,i)}k=r.length;while(k--)(l=r[k])&&(j=e?J(f,l):m[k])>-1&&(f[j]=!(g[j]=l))}}else r=va(r===g?r.splice(o,r.length):r),e?e(null,g,r,i):H.apply(g,r)})}function xa(a){for(var b,c,e,f=a.length,g=d.relative[a[0].type],h=g||d.relative[" "],i=g?1:0,k=sa(function(a){return a===b},h,!0),l=sa(function(a){return J(b,a)>-1},h,!0),m=[function(a,c,d){var e=!g&&(d||c!==j)||((b=c).nodeType?k(a,c,d):l(a,c,d));return b=null,e}];f>i;i++)if(c=d.relative[a[i].type])m=[sa(ta(m),c)];else{if(c=d.filter[a[i].type].apply(null,a[i].matches),c[u]){for(e=++i;f>e;e++)if(d.relative[a[e].type])break;return wa(i>1&&ta(m),i>1&&ra(a.slice(0,i-1).concat({value:" "===a[i-2].type?"*":""})).replace(R,"$1"),c,e>i&&xa(a.slice(i,e)),f>e&&xa(a=a.slice(e)),f>e&&ra(a))}m.push(c)}return ta(m)}function ya(a,b){var c=b.length>0,e=a.length>0,f=function(f,g,h,i,k){var l,m,o,p=0,q="0",r=f&&[],s=[],t=j,u=f||e&&d.find.TAG("*",k),v=w+=null==t?1:Math.random()||.1,x=u.length;for(k&&(j=g!==n&&g);q!==x&&null!=(l=u[q]);q++){if(e&&l){m=0;while(o=a[m++])if(o(l,g,h)){i.push(l);break}k&&(w=v)}c&&((l=!o&&l)&&p--,f&&r.push(l))}if(p+=q,c&&q!==p){m=0;while(o=b[m++])o(r,s,g,h);if(f){if(p>0)while(q--)r[q]||s[q]||(s[q]=F.call(i));s=va(s)}H.apply(i,s),k&&!f&&s.length>0&&p+b.length>1&&ga.uniqueSort(i)}return k&&(w=v,j=t),r};return c?ia(f):f}return h=ga.compile=function(a,b){var c,d=[],e=[],f=A[a+" "];if(!f){b||(b=g(a)),c=b.length;while(c--)f=xa(b[c]),f[u]?d.push(f):e.push(f);f=A(a,ya(e,d)),f.selector=a}return f},i=ga.select=function(a,b,e,f){var i,j,k,l,m,n="function"==typeof a&&a,o=!f&&g(a=n.selector||a);if(e=e||[],1===o.length){if(j=o[0]=o[0].slice(0),j.length>2&&"ID"===(k=j[0]).type&&c.getById&&9===b.nodeType&&p&&d.relative[j[1].type]){if(b=(d.find.ID(k.matches[0].replace(ca,da),b)||[])[0],!b)return e;n&&(b=b.parentNode),a=a.slice(j.shift().value.length)}i=X.needsContext.test(a)?0:j.length;while(i--){if(k=j[i],d.relative[l=k.type])break;if((m=d.find[l])&&(f=m(k.matches[0].replace(ca,da),aa.test(j[0].type)&&pa(b.parentNode)||b))){if(j.splice(i,1),a=f.length&&ra(j),!a)return H.apply(e,f),e;break}}}return(n||h(a,o))(f,b,!p,e,aa.test(a)&&pa(b.parentNode)||b),e},c.sortStable=u.split("").sort(B).join("")===u,c.detectDuplicates=!!l,m(),c.sortDetached=ja(function(a){return 1&a.compareDocumentPosition(n.createElement("div"))}),ja(function(a){return a.innerHTML="<a href='#'></a>","#"===a.firstChild.getAttribute("href")})||ka("type|href|height|width",function(a,b,c){return c?void 0:a.getAttribute(b,"type"===b.toLowerCase()?1:2)}),c.attributes&&ja(function(a){return a.innerHTML="<input/>",a.firstChild.setAttribute("value",""),""===a.firstChild.getAttribute("value")})||ka("value",function(a,b,c){return c||"input"!==a.nodeName.toLowerCase()?void 0:a.defaultValue}),ja(function(a){return null==a.getAttribute("disabled")})||ka(K,function(a,b,c){var d;return c?void 0:a[b]===!0?b.toLowerCase():(d=a.getAttributeNode(b))&&d.specified?d.value:null}),ga}(a);m.find=s,m.expr=s.selectors,m.expr[":"]=m.expr.pseudos,m.unique=s.uniqueSort,m.text=s.getText,m.isXMLDoc=s.isXML,m.contains=s.contains;var t=m.expr.match.needsContext,u=/^<(\w+)\s*\/?>(?:<\/\1>|)$/,v=/^.[^:#\[\.,]*$/;function w(a,b,c){if(m.isFunction(b))return m.grep(a,function(a,d){return!!b.call(a,d,a)!==c});if(b.nodeType)return m.grep(a,function(a){return a===b!==c});if("string"==typeof b){if(v.test(b))return m.filter(b,a,c);b=m.filter(b,a)}return m.grep(a,function(a){return m.inArray(a,b)>=0!==c})}m.filter=function(a,b,c){var d=b[0];return c&&(a=":not("+a+")"),1===b.length&&1===d.nodeType?m.find.matchesSelector(d,a)?[d]:[]:m.find.matches(a,m.grep(b,function(a){return 1===a.nodeType}))},m.fn.extend({find:function(a){var b,c=[],d=this,e=d.length;if("string"!=typeof a)return this.pushStack(m(a).filter(function(){for(b=0;e>b;b++)if(m.contains(d[b],this))return!0}));for(b=0;e>b;b++)m.find(a,d[b],c);return c=this.pushStack(e>1?m.unique(c):c),c.selector=this.selector?this.selector+" "+a:a,c},filter:function(a){return this.pushStack(w(this,a||[],!1))},not:function(a){return this.pushStack(w(this,a||[],!0))},is:function(a){return!!w(this,"string"==typeof a&&t.test(a)?m(a):a||[],!1).length}});var x,y=a.document,z=/^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]*))$/,A=m.fn.init=function(a,b){var c,d;if(!a)return this;if("string"==typeof a){if(c="<"===a.charAt(0)&&">"===a.charAt(a.length-1)&&a.length>=3?[null,a,null]:z.exec(a),!c||!c[1]&&b)return!b||b.jquery?(b||x).find(a):this.constructor(b).find(a);if(c[1]){if(b=b instanceof m?b[0]:b,m.merge(this,m.parseHTML(c[1],b&&b.nodeType?b.ownerDocument||b:y,!0)),u.test(c[1])&&m.isPlainObject(b))for(c in b)m.isFunction(this[c])?this[c](b[c]):this.attr(c,b[c]);return this}if(d=y.getElementById(c[2]),d&&d.parentNode){if(d.id!==c[2])return x.find(a);this.length=1,this[0]=d}return this.context=y,this.selector=a,this}return a.nodeType?(this.context=this[0]=a,this.length=1,this):m.isFunction(a)?"undefined"!=typeof x.ready?x.ready(a):a(m):(void 0!==a.selector&&(this.selector=a.selector,this.context=a.context),m.makeArray(a,this))};A.prototype=m.fn,x=m(y);var B=/^(?:parents|prev(?:Until|All))/,C={children:!0,contents:!0,next:!0,prev:!0};m.extend({dir:function(a,b,c){var d=[],e=a[b];while(e&&9!==e.nodeType&&(void 0===c||1!==e.nodeType||!m(e).is(c)))1===e.nodeType&&d.push(e),e=e[b];return d},sibling:function(a,b){for(var c=[];a;a=a.nextSibling)1===a.nodeType&&a!==b&&c.push(a);return c}}),m.fn.extend({has:function(a){var b,c=m(a,this),d=c.length;return this.filter(function(){for(b=0;d>b;b++)if(m.contains(this,c[b]))return!0})},closest:function(a,b){for(var c,d=0,e=this.length,f=[],g=t.test(a)||"string"!=typeof a?m(a,b||this.context):0;e>d;d++)for(c=this[d];c&&c!==b;c=c.parentNode)if(c.nodeType<11&&(g?g.index(c)>-1:1===c.nodeType&&m.find.matchesSelector(c,a))){f.push(c);break}return this.pushStack(f.length>1?m.unique(f):f)},index:function(a){return a?"string"==typeof a?m.inArray(this[0],m(a)):m.inArray(a.jquery?a[0]:a,this):this[0]&&this[0].parentNode?this.first().prevAll().length:-1},add:function(a,b){return this.pushStack(m.unique(m.merge(this.get(),m(a,b))))},addBack:function(a){return this.add(null==a?this.prevObject:this.prevObject.filter(a))}});function D(a,b){do a=a[b];while(a&&1!==a.nodeType);return a}m.each({parent:function(a){var b=a.parentNode;return b&&11!==b.nodeType?b:null},parents:function(a){return m.dir(a,"parentNode")},parentsUntil:function(a,b,c){return m.dir(a,"parentNode",c)},next:function(a){return D(a,"nextSibling")},prev:function(a){return D(a,"previousSibling")},nextAll:function(a){return m.dir(a,"nextSibling")},prevAll:function(a){return m.dir(a,"previousSibling")},nextUntil:function(a,b,c){return m.dir(a,"nextSibling",c)},prevUntil:function(a,b,c){return m.dir(a,"previousSibling",c)},siblings:function(a){return m.sibling((a.parentNode||{}).firstChild,a)},children:function(a){return m.sibling(a.firstChild)},contents:function(a){return m.nodeName(a,"iframe")?a.contentDocument||a.contentWindow.document:m.merge([],a.childNodes)}},function(a,b){m.fn[a]=function(c,d){var e=m.map(this,b,c);return"Until"!==a.slice(-5)&&(d=c),d&&"string"==typeof d&&(e=m.filter(d,e)),this.length>1&&(C[a]||(e=m.unique(e)),B.test(a)&&(e=e.reverse())),this.pushStack(e)}});var E=/\S+/g,F={};function G(a){var b=F[a]={};return m.each(a.match(E)||[],function(a,c){b[c]=!0}),b}m.Callbacks=function(a){a="string"==typeof a?F[a]||G(a):m.extend({},a);var b,c,d,e,f,g,h=[],i=!a.once&&[],j=function(l){for(c=a.memory&&l,d=!0,f=g||0,g=0,e=h.length,b=!0;h&&e>f;f++)if(h[f].apply(l[0],l[1])===!1&&a.stopOnFalse){c=!1;break}b=!1,h&&(i?i.length&&j(i.shift()):c?h=[]:k.disable())},k={add:function(){if(h){var d=h.length;!function f(b){m.each(b,function(b,c){var d=m.type(c);"function"===d?a.unique&&k.has(c)||h.push(c):c&&c.length&&"string"!==d&&f(c)})}(arguments),b?e=h.length:c&&(g=d,j(c))}return this},remove:function(){return h&&m.each(arguments,function(a,c){var d;while((d=m.inArray(c,h,d))>-1)h.splice(d,1),b&&(e>=d&&e--,f>=d&&f--)}),this},has:function(a){return a?m.inArray(a,h)>-1:!(!h||!h.length)},empty:function(){return h=[],e=0,this},disable:function(){return h=i=c=void 0,this},disabled:function(){return!h},lock:function(){return i=void 0,c||k.disable(),this},locked:function(){return!i},fireWith:function(a,c){return!h||d&&!i||(c=c||[],c=[a,c.slice?c.slice():c],b?i.push(c):j(c)),this},fire:function(){return k.fireWith(this,arguments),this},fired:function(){return!!d}};return k},m.extend({Deferred:function(a){var b=[["resolve","done",m.Callbacks("once memory"),"resolved"],["reject","fail",m.Callbacks("once memory"),"rejected"],["notify","progress",m.Callbacks("memory")]],c="pending",d={state:function(){return c},always:function(){return e.done(arguments).fail(arguments),this},then:function(){var a=arguments;return m.Deferred(function(c){m.each(b,function(b,f){var g=m.isFunction(a[b])&&a[b];e[f[1]](function(){var a=g&&g.apply(this,arguments);a&&m.isFunction(a.promise)?a.promise().done(c.resolve).fail(c.reject).progress(c.notify):c[f[0]+"With"](this===d?c.promise():this,g?[a]:arguments)})}),a=null}).promise()},promise:function(a){return null!=a?m.extend(a,d):d}},e={};return d.pipe=d.then,m.each(b,function(a,f){var g=f[2],h=f[3];d[f[1]]=g.add,h&&g.add(function(){c=h},b[1^a][2].disable,b[2][2].lock),e[f[0]]=function(){return e[f[0]+"With"](this===e?d:this,arguments),this},e[f[0]+"With"]=g.fireWith}),d.promise(e),a&&a.call(e,e),e},when:function(a){var b=0,c=d.call(arguments),e=c.length,f=1!==e||a&&m.isFunction(a.promise)?e:0,g=1===f?a:m.Deferred(),h=function(a,b,c){return function(e){b[a]=this,c[a]=arguments.length>1?d.call(arguments):e,c===i?g.notifyWith(b,c):--f||g.resolveWith(b,c)}},i,j,k;if(e>1)for(i=new Array(e),j=new Array(e),k=new Array(e);e>b;b++)c[b]&&m.isFunction(c[b].promise)?c[b].promise().done(h(b,k,c)).fail(g.reject).progress(h(b,j,i)):--f;return f||g.resolveWith(k,c),g.promise()}});var H;m.fn.ready=function(a){return m.ready.promise().done(a),this},m.extend({isReady:!1,readyWait:1,holdReady:function(a){a?m.readyWait++:m.ready(!0)},ready:function(a){if(a===!0?!--m.readyWait:!m.isReady){if(!y.body)return setTimeout(m.ready);m.isReady=!0,a!==!0&&--m.readyWait>0||(H.resolveWith(y,[m]),m.fn.triggerHandler&&(m(y).triggerHandler("ready"),m(y).off("ready")))}}});function I(){y.addEventListener?(y.removeEventListener("DOMContentLoaded",J,!1),a.removeEventListener("load",J,!1)):(y.detachEvent("onreadystatechange",J),a.detachEvent("onload",J))}function J(){(y.addEventListener||"load"===event.type||"complete"===y.readyState)&&(I(),m.ready())}m.ready.promise=function(b){if(!H)if(H=m.Deferred(),"complete"===y.readyState)setTimeout(m.ready);else if(y.addEventListener)y.addEventListener("DOMContentLoaded",J,!1),a.addEventListener("load",J,!1);else{y.attachEvent("onreadystatechange",J),a.attachEvent("onload",J);var c=!1;try{c=null==a.frameElement&&y.documentElement}catch(d){}c&&c.doScroll&&!function e(){if(!m.isReady){try{c.doScroll("left")}catch(a){return setTimeout(e,50)}I(),m.ready()}}()}return H.promise(b)};var K="undefined",L;for(L in m(k))break;k.ownLast="0"!==L,k.inlineBlockNeedsLayout=!1,m(function(){var a,b,c,d;c=y.getElementsByTagName("body")[0],c&&c.style&&(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),typeof b.style.zoom!==K&&(b.style.cssText="display:inline;margin:0;border:0;padding:1px;width:1px;zoom:1",k.inlineBlockNeedsLayout=a=3===b.offsetWidth,a&&(c.style.zoom=1)),c.removeChild(d))}),function(){var a=y.createElement("div");if(null==k.deleteExpando){k.deleteExpando=!0;try{delete a.test}catch(b){k.deleteExpando=!1}}a=null}(),m.acceptData=function(a){var b=m.noData[(a.nodeName+" ").toLowerCase()],c=+a.nodeType||1;return 1!==c&&9!==c?!1:!b||b!==!0&&a.getAttribute("classid")===b};var M=/^(?:\{[\w\W]*\}|\[[\w\W]*\])$/,N=/([A-Z])/g;function O(a,b,c){if(void 0===c&&1===a.nodeType){var d="data-"+b.replace(N,"-$1").toLowerCase();if(c=a.getAttribute(d),"string"==typeof c){try{c="true"===c?!0:"false"===c?!1:"null"===c?null:+c+""===c?+c:M.test(c)?m.parseJSON(c):c}catch(e){}m.data(a,b,c)}else c=void 0}return c}function P(a){var b;for(b in a)if(("data"!==b||!m.isEmptyObject(a[b]))&&"toJSON"!==b)return!1;

return!0}function Q(a,b,d,e){if(m.acceptData(a)){var f,g,h=m.expando,i=a.nodeType,j=i?m.cache:a,k=i?a[h]:a[h]&&h;if(k&&j[k]&&(e||j[k].data)||void 0!==d||"string"!=typeof b)return k||(k=i?a[h]=c.pop()||m.guid++:h),j[k]||(j[k]=i?{}:{toJSON:m.noop}),("object"==typeof b||"function"==typeof b)&&(e?j[k]=m.extend(j[k],b):j[k].data=m.extend(j[k].data,b)),g=j[k],e||(g.data||(g.data={}),g=g.data),void 0!==d&&(g[m.camelCase(b)]=d),"string"==typeof b?(f=g[b],null==f&&(f=g[m.camelCase(b)])):f=g,f}}function R(a,b,c){if(m.acceptData(a)){var d,e,f=a.nodeType,g=f?m.cache:a,h=f?a[m.expando]:m.expando;if(g[h]){if(b&&(d=c?g[h]:g[h].data)){m.isArray(b)?b=b.concat(m.map(b,m.camelCase)):b in d?b=[b]:(b=m.camelCase(b),b=b in d?[b]:b.split(" ")),e=b.length;while(e--)delete d[b[e]];if(c?!P(d):!m.isEmptyObject(d))return}(c||(delete g[h].data,P(g[h])))&&(f?m.cleanData([a],!0):k.deleteExpando||g!=g.window?delete g[h]:g[h]=null)}}}m.extend({cache:{},noData:{"applet ":!0,"embed ":!0,"object ":"clsid:D27CDB6E-AE6D-11cf-96B8-444553540000"},hasData:function(a){return a=a.nodeType?m.cache[a[m.expando]]:a[m.expando],!!a&&!P(a)},data:function(a,b,c){return Q(a,b,c)},removeData:function(a,b){return R(a,b)},_data:function(a,b,c){return Q(a,b,c,!0)},_removeData:function(a,b){return R(a,b,!0)}}),m.fn.extend({data:function(a,b){var c,d,e,f=this[0],g=f&&f.attributes;if(void 0===a){if(this.length&&(e=m.data(f),1===f.nodeType&&!m._data(f,"parsedAttrs"))){c=g.length;while(c--)g[c]&&(d=g[c].name,0===d.indexOf("data-")&&(d=m.camelCase(d.slice(5)),O(f,d,e[d])));m._data(f,"parsedAttrs",!0)}return e}return"object"==typeof a?this.each(function(){m.data(this,a)}):arguments.length>1?this.each(function(){m.data(this,a,b)}):f?O(f,a,m.data(f,a)):void 0},removeData:function(a){return this.each(function(){m.removeData(this,a)})}}),m.extend({queue:function(a,b,c){var d;return a?(b=(b||"fx")+"queue",d=m._data(a,b),c&&(!d||m.isArray(c)?d=m._data(a,b,m.makeArray(c)):d.push(c)),d||[]):void 0},dequeue:function(a,b){b=b||"fx";var c=m.queue(a,b),d=c.length,e=c.shift(),f=m._queueHooks(a,b),g=function(){m.dequeue(a,b)};"inprogress"===e&&(e=c.shift(),d--),e&&("fx"===b&&c.unshift("inprogress"),delete f.stop,e.call(a,g,f)),!d&&f&&f.empty.fire()},_queueHooks:function(a,b){var c=b+"queueHooks";return m._data(a,c)||m._data(a,c,{empty:m.Callbacks("once memory").add(function(){m._removeData(a,b+"queue"),m._removeData(a,c)})})}}),m.fn.extend({queue:function(a,b){var c=2;return"string"!=typeof a&&(b=a,a="fx",c--),arguments.length<c?m.queue(this[0],a):void 0===b?this:this.each(function(){var c=m.queue(this,a,b);m._queueHooks(this,a),"fx"===a&&"inprogress"!==c[0]&&m.dequeue(this,a)})},dequeue:function(a){return this.each(function(){m.dequeue(this,a)})},clearQueue:function(a){return this.queue(a||"fx",[])},promise:function(a,b){var c,d=1,e=m.Deferred(),f=this,g=this.length,h=function(){--d||e.resolveWith(f,[f])};"string"!=typeof a&&(b=a,a=void 0),a=a||"fx";while(g--)c=m._data(f[g],a+"queueHooks"),c&&c.empty&&(d++,c.empty.add(h));return h(),e.promise(b)}});var S=/[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/.source,T=["Top","Right","Bottom","Left"],U=function(a,b){return a=b||a,"none"===m.css(a,"display")||!m.contains(a.ownerDocument,a)},V=m.access=function(a,b,c,d,e,f,g){var h=0,i=a.length,j=null==c;if("object"===m.type(c)){e=!0;for(h in c)m.access(a,b,h,c[h],!0,f,g)}else if(void 0!==d&&(e=!0,m.isFunction(d)||(g=!0),j&&(g?(b.call(a,d),b=null):(j=b,b=function(a,b,c){return j.call(m(a),c)})),b))for(;i>h;h++)b(a[h],c,g?d:d.call(a[h],h,b(a[h],c)));return e?a:j?b.call(a):i?b(a[0],c):f},W=/^(?:checkbox|radio)$/i;!function(){var a=y.createElement("input"),b=y.createElement("div"),c=y.createDocumentFragment();if(b.innerHTML="  <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",k.leadingWhitespace=3===b.firstChild.nodeType,k.tbody=!b.getElementsByTagName("tbody").length,k.htmlSerialize=!!b.getElementsByTagName("link").length,k.html5Clone="<:nav></:nav>"!==y.createElement("nav").cloneNode(!0).outerHTML,a.type="checkbox",a.checked=!0,c.appendChild(a),k.appendChecked=a.checked,b.innerHTML="<textarea>x</textarea>",k.noCloneChecked=!!b.cloneNode(!0).lastChild.defaultValue,c.appendChild(b),b.innerHTML="<input type='radio' checked='checked' name='t'/>",k.checkClone=b.cloneNode(!0).cloneNode(!0).lastChild.checked,k.noCloneEvent=!0,b.attachEvent&&(b.attachEvent("onclick",function(){k.noCloneEvent=!1}),b.cloneNode(!0).click()),null==k.deleteExpando){k.deleteExpando=!0;try{delete b.test}catch(d){k.deleteExpando=!1}}}(),function(){var b,c,d=y.createElement("div");for(b in{submit:!0,change:!0,focusin:!0})c="on"+b,(k[b+"Bubbles"]=c in a)||(d.setAttribute(c,"t"),k[b+"Bubbles"]=d.attributes[c].expando===!1);d=null}();var X=/^(?:input|select|textarea)$/i,Y=/^key/,Z=/^(?:mouse|pointer|contextmenu)|click/,$=/^(?:focusinfocus|focusoutblur)$/,_=/^([^.]*)(?:\.(.+)|)$/;function aa(){return!0}function ba(){return!1}function ca(){try{return y.activeElement}catch(a){}}m.event={global:{},add:function(a,b,c,d,e){var f,g,h,i,j,k,l,n,o,p,q,r=m._data(a);if(r){c.handler&&(i=c,c=i.handler,e=i.selector),c.guid||(c.guid=m.guid++),(g=r.events)||(g=r.events={}),(k=r.handle)||(k=r.handle=function(a){return typeof m===K||a&&m.event.triggered===a.type?void 0:m.event.dispatch.apply(k.elem,arguments)},k.elem=a),b=(b||"").match(E)||[""],h=b.length;while(h--)f=_.exec(b[h])||[],o=q=f[1],p=(f[2]||"").split(".").sort(),o&&(j=m.event.special[o]||{},o=(e?j.delegateType:j.bindType)||o,j=m.event.special[o]||{},l=m.extend({type:o,origType:q,data:d,handler:c,guid:c.guid,selector:e,needsContext:e&&m.expr.match.needsContext.test(e),namespace:p.join(".")},i),(n=g[o])||(n=g[o]=[],n.delegateCount=0,j.setup&&j.setup.call(a,d,p,k)!==!1||(a.addEventListener?a.addEventListener(o,k,!1):a.attachEvent&&a.attachEvent("on"+o,k))),j.add&&(j.add.call(a,l),l.handler.guid||(l.handler.guid=c.guid)),e?n.splice(n.delegateCount++,0,l):n.push(l),m.event.global[o]=!0);a=null}},remove:function(a,b,c,d,e){var f,g,h,i,j,k,l,n,o,p,q,r=m.hasData(a)&&m._data(a);if(r&&(k=r.events)){b=(b||"").match(E)||[""],j=b.length;while(j--)if(h=_.exec(b[j])||[],o=q=h[1],p=(h[2]||"").split(".").sort(),o){l=m.event.special[o]||{},o=(d?l.delegateType:l.bindType)||o,n=k[o]||[],h=h[2]&&new RegExp("(^|\\.)"+p.join("\\.(?:.*\\.|)")+"(\\.|$)"),i=f=n.length;while(f--)g=n[f],!e&&q!==g.origType||c&&c.guid!==g.guid||h&&!h.test(g.namespace)||d&&d!==g.selector&&("**"!==d||!g.selector)||(n.splice(f,1),g.selector&&n.delegateCount--,l.remove&&l.remove.call(a,g));i&&!n.length&&(l.teardown&&l.teardown.call(a,p,r.handle)!==!1||m.removeEvent(a,o,r.handle),delete k[o])}else for(o in k)m.event.remove(a,o+b[j],c,d,!0);m.isEmptyObject(k)&&(delete r.handle,m._removeData(a,"events"))}},trigger:function(b,c,d,e){var f,g,h,i,k,l,n,o=[d||y],p=j.call(b,"type")?b.type:b,q=j.call(b,"namespace")?b.namespace.split("."):[];if(h=l=d=d||y,3!==d.nodeType&&8!==d.nodeType&&!$.test(p+m.event.triggered)&&(p.indexOf(".")>=0&&(q=p.split("."),p=q.shift(),q.sort()),g=p.indexOf(":")<0&&"on"+p,b=b[m.expando]?b:new m.Event(p,"object"==typeof b&&b),b.isTrigger=e?2:3,b.namespace=q.join("."),b.namespace_re=b.namespace?new RegExp("(^|\\.)"+q.join("\\.(?:.*\\.|)")+"(\\.|$)"):null,b.result=void 0,b.target||(b.target=d),c=null==c?[b]:m.makeArray(c,[b]),k=m.event.special[p]||{},e||!k.trigger||k.trigger.apply(d,c)!==!1)){if(!e&&!k.noBubble&&!m.isWindow(d)){for(i=k.delegateType||p,$.test(i+p)||(h=h.parentNode);h;h=h.parentNode)o.push(h),l=h;l===(d.ownerDocument||y)&&o.push(l.defaultView||l.parentWindow||a)}n=0;while((h=o[n++])&&!b.isPropagationStopped())b.type=n>1?i:k.bindType||p,f=(m._data(h,"events")||{})[b.type]&&m._data(h,"handle"),f&&f.apply(h,c),f=g&&h[g],f&&f.apply&&m.acceptData(h)&&(b.result=f.apply(h,c),b.result===!1&&b.preventDefault());if(b.type=p,!e&&!b.isDefaultPrevented()&&(!k._default||k._default.apply(o.pop(),c)===!1)&&m.acceptData(d)&&g&&d[p]&&!m.isWindow(d)){l=d[g],l&&(d[g]=null),m.event.triggered=p;try{d[p]()}catch(r){}m.event.triggered=void 0,l&&(d[g]=l)}return b.result}},dispatch:function(a){a=m.event.fix(a);var b,c,e,f,g,h=[],i=d.call(arguments),j=(m._data(this,"events")||{})[a.type]||[],k=m.event.special[a.type]||{};if(i[0]=a,a.delegateTarget=this,!k.preDispatch||k.preDispatch.call(this,a)!==!1){h=m.event.handlers.call(this,a,j),b=0;while((f=h[b++])&&!a.isPropagationStopped()){a.currentTarget=f.elem,g=0;while((e=f.handlers[g++])&&!a.isImmediatePropagationStopped())(!a.namespace_re||a.namespace_re.test(e.namespace))&&(a.handleObj=e,a.data=e.data,c=((m.event.special[e.origType]||{}).handle||e.handler).apply(f.elem,i),void 0!==c&&(a.result=c)===!1&&(a.preventDefault(),a.stopPropagation()))}return k.postDispatch&&k.postDispatch.call(this,a),a.result}},handlers:function(a,b){var c,d,e,f,g=[],h=b.delegateCount,i=a.target;if(h&&i.nodeType&&(!a.button||"click"!==a.type))for(;i!=this;i=i.parentNode||this)if(1===i.nodeType&&(i.disabled!==!0||"click"!==a.type)){for(e=[],f=0;h>f;f++)d=b[f],c=d.selector+" ",void 0===e[c]&&(e[c]=d.needsContext?m(c,this).index(i)>=0:m.find(c,this,null,[i]).length),e[c]&&e.push(d);e.length&&g.push({elem:i,handlers:e})}return h<b.length&&g.push({elem:this,handlers:b.slice(h)}),g},fix:function(a){if(a[m.expando])return a;var b,c,d,e=a.type,f=a,g=this.fixHooks[e];g||(this.fixHooks[e]=g=Z.test(e)?this.mouseHooks:Y.test(e)?this.keyHooks:{}),d=g.props?this.props.concat(g.props):this.props,a=new m.Event(f),b=d.length;while(b--)c=d[b],a[c]=f[c];return a.target||(a.target=f.srcElement||y),3===a.target.nodeType&&(a.target=a.target.parentNode),a.metaKey=!!a.metaKey,g.filter?g.filter(a,f):a},props:"altKey bubbles cancelable ctrlKey currentTarget eventPhase metaKey relatedTarget shiftKey target timeStamp view which".split(" "),fixHooks:{},keyHooks:{props:"char charCode key keyCode".split(" "),filter:function(a,b){return null==a.which&&(a.which=null!=b.charCode?b.charCode:b.keyCode),a}},mouseHooks:{props:"button buttons clientX clientY fromElement offsetX offsetY pageX pageY screenX screenY toElement".split(" "),filter:function(a,b){var c,d,e,f=b.button,g=b.fromElement;return null==a.pageX&&null!=b.clientX&&(d=a.target.ownerDocument||y,e=d.documentElement,c=d.body,a.pageX=b.clientX+(e&&e.scrollLeft||c&&c.scrollLeft||0)-(e&&e.clientLeft||c&&c.clientLeft||0),a.pageY=b.clientY+(e&&e.scrollTop||c&&c.scrollTop||0)-(e&&e.clientTop||c&&c.clientTop||0)),!a.relatedTarget&&g&&(a.relatedTarget=g===a.target?b.toElement:g),a.which||void 0===f||(a.which=1&f?1:2&f?3:4&f?2:0),a}},special:{load:{noBubble:!0},focus:{trigger:function(){if(this!==ca()&&this.focus)try{return this.focus(),!1}catch(a){}},delegateType:"focusin"},blur:{trigger:function(){return this===ca()&&this.blur?(this.blur(),!1):void 0},delegateType:"focusout"},click:{trigger:function(){return m.nodeName(this,"input")&&"checkbox"===this.type&&this.click?(this.click(),!1):void 0},_default:function(a){return m.nodeName(a.target,"a")}},beforeunload:{postDispatch:function(a){void 0!==a.result&&a.originalEvent&&(a.originalEvent.returnValue=a.result)}}},simulate:function(a,b,c,d){var e=m.extend(new m.Event,c,{type:a,isSimulated:!0,originalEvent:{}});d?m.event.trigger(e,null,b):m.event.dispatch.call(b,e),e.isDefaultPrevented()&&c.preventDefault()}},m.removeEvent=y.removeEventListener?function(a,b,c){a.removeEventListener&&a.removeEventListener(b,c,!1)}:function(a,b,c){var d="on"+b;a.detachEvent&&(typeof a[d]===K&&(a[d]=null),a.detachEvent(d,c))},m.Event=function(a,b){return this instanceof m.Event?(a&&a.type?(this.originalEvent=a,this.type=a.type,this.isDefaultPrevented=a.defaultPrevented||void 0===a.defaultPrevented&&a.returnValue===!1?aa:ba):this.type=a,b&&m.extend(this,b),this.timeStamp=a&&a.timeStamp||m.now(),void(this[m.expando]=!0)):new m.Event(a,b)},m.Event.prototype={isDefaultPrevented:ba,isPropagationStopped:ba,isImmediatePropagationStopped:ba,preventDefault:function(){var a=this.originalEvent;this.isDefaultPrevented=aa,a&&(a.preventDefault?a.preventDefault():a.returnValue=!1)},stopPropagation:function(){var a=this.originalEvent;this.isPropagationStopped=aa,a&&(a.stopPropagation&&a.stopPropagation(),a.cancelBubble=!0)},stopImmediatePropagation:function(){var a=this.originalEvent;this.isImmediatePropagationStopped=aa,a&&a.stopImmediatePropagation&&a.stopImmediatePropagation(),this.stopPropagation()}},m.each({mouseenter:"mouseover",mouseleave:"mouseout",pointerenter:"pointerover",pointerleave:"pointerout"},function(a,b){m.event.special[a]={delegateType:b,bindType:b,handle:function(a){var c,d=this,e=a.relatedTarget,f=a.handleObj;return(!e||e!==d&&!m.contains(d,e))&&(a.type=f.origType,c=f.handler.apply(this,arguments),a.type=b),c}}}),k.submitBubbles||(m.event.special.submit={setup:function(){return m.nodeName(this,"form")?!1:void m.event.add(this,"click._submit keypress._submit",function(a){var b=a.target,c=m.nodeName(b,"input")||m.nodeName(b,"button")?b.form:void 0;c&&!m._data(c,"submitBubbles")&&(m.event.add(c,"submit._submit",function(a){a._submit_bubble=!0}),m._data(c,"submitBubbles",!0))})},postDispatch:function(a){a._submit_bubble&&(delete a._submit_bubble,this.parentNode&&!a.isTrigger&&m.event.simulate("submit",this.parentNode,a,!0))},teardown:function(){return m.nodeName(this,"form")?!1:void m.event.remove(this,"._submit")}}),k.changeBubbles||(m.event.special.change={setup:function(){return X.test(this.nodeName)?(("checkbox"===this.type||"radio"===this.type)&&(m.event.add(this,"propertychange._change",function(a){"checked"===a.originalEvent.propertyName&&(this._just_changed=!0)}),m.event.add(this,"click._change",function(a){this._just_changed&&!a.isTrigger&&(this._just_changed=!1),m.event.simulate("change",this,a,!0)})),!1):void m.event.add(this,"beforeactivate._change",function(a){var b=a.target;X.test(b.nodeName)&&!m._data(b,"changeBubbles")&&(m.event.add(b,"change._change",function(a){!this.parentNode||a.isSimulated||a.isTrigger||m.event.simulate("change",this.parentNode,a,!0)}),m._data(b,"changeBubbles",!0))})},handle:function(a){var b=a.target;return this!==b||a.isSimulated||a.isTrigger||"radio"!==b.type&&"checkbox"!==b.type?a.handleObj.handler.apply(this,arguments):void 0},teardown:function(){return m.event.remove(this,"._change"),!X.test(this.nodeName)}}),k.focusinBubbles||m.each({focus:"focusin",blur:"focusout"},function(a,b){var c=function(a){m.event.simulate(b,a.target,m.event.fix(a),!0)};m.event.special[b]={setup:function(){var d=this.ownerDocument||this,e=m._data(d,b);e||d.addEventListener(a,c,!0),m._data(d,b,(e||0)+1)},teardown:function(){var d=this.ownerDocument||this,e=m._data(d,b)-1;e?m._data(d,b,e):(d.removeEventListener(a,c,!0),m._removeData(d,b))}}}),m.fn.extend({on:function(a,b,c,d,e){var f,g;if("object"==typeof a){"string"!=typeof b&&(c=c||b,b=void 0);for(f in a)this.on(f,b,c,a[f],e);return this}if(null==c&&null==d?(d=b,c=b=void 0):null==d&&("string"==typeof b?(d=c,c=void 0):(d=c,c=b,b=void 0)),d===!1)d=ba;else if(!d)return this;return 1===e&&(g=d,d=function(a){return m().off(a),g.apply(this,arguments)},d.guid=g.guid||(g.guid=m.guid++)),this.each(function(){m.event.add(this,a,d,c,b)})},one:function(a,b,c,d){return this.on(a,b,c,d,1)},off:function(a,b,c){var d,e;if(a&&a.preventDefault&&a.handleObj)return d=a.handleObj,m(a.delegateTarget).off(d.namespace?d.origType+"."+d.namespace:d.origType,d.selector,d.handler),this;if("object"==typeof a){for(e in a)this.off(e,b,a[e]);return this}return(b===!1||"function"==typeof b)&&(c=b,b=void 0),c===!1&&(c=ba),this.each(function(){m.event.remove(this,a,c,b)})},trigger:function(a,b){return this.each(function(){m.event.trigger(a,b,this)})},triggerHandler:function(a,b){var c=this[0];return c?m.event.trigger(a,b,c,!0):void 0}});function da(a){var b=ea.split("|"),c=a.createDocumentFragment();if(c.createElement)while(b.length)c.createElement(b.pop());return c}var ea="abbr|article|aside|audio|bdi|canvas|data|datalist|details|figcaption|figure|footer|header|hgroup|mark|meter|nav|output|progress|section|summary|time|video",fa=/ jQuery\d+="(?:null|\d+)"/g,ga=new RegExp("<(?:"+ea+")[\\s/>]","i"),ha=/^\s+/,ia=/<(?!area|br|col|embed|hr|img|input|link|meta|param)(([\w:]+)[^>]*)\/>/gi,ja=/<([\w:]+)/,ka=/<tbody/i,la=/<|&#?\w+;/,ma=/<(?:script|style|link)/i,na=/checked\s*(?:[^=]|=\s*.checked.)/i,oa=/^$|\/(?:java|ecma)script/i,pa=/^true\/(.*)/,qa=/^\s*<!(?:\[CDATA\[|--)|(?:\]\]|--)>\s*$/g,ra={option:[1,"<select multiple='multiple'>","</select>"],legend:[1,"<fieldset>","</fieldset>"],area:[1,"<map>","</map>"],param:[1,"<object>","</object>"],thead:[1,"<table>","</table>"],tr:[2,"<table><tbody>","</tbody></table>"],col:[2,"<table><tbody></tbody><colgroup>","</colgroup></table>"],td:[3,"<table><tbody><tr>","</tr></tbody></table>"],_default:k.htmlSerialize?[0,"",""]:[1,"X<div>","</div>"]},sa=da(y),ta=sa.appendChild(y.createElement("div"));ra.optgroup=ra.option,ra.tbody=ra.tfoot=ra.colgroup=ra.caption=ra.thead,ra.th=ra.td;function ua(a,b){var c,d,e=0,f=typeof a.getElementsByTagName!==K?a.getElementsByTagName(b||"*"):typeof a.querySelectorAll!==K?a.querySelectorAll(b||"*"):void 0;if(!f)for(f=[],c=a.childNodes||a;null!=(d=c[e]);e++)!b||m.nodeName(d,b)?f.push(d):m.merge(f,ua(d,b));return void 0===b||b&&m.nodeName(a,b)?m.merge([a],f):f}function va(a){W.test(a.type)&&(a.defaultChecked=a.checked)}function wa(a,b){return m.nodeName(a,"table")&&m.nodeName(11!==b.nodeType?b:b.firstChild,"tr")?a.getElementsByTagName("tbody")[0]||a.appendChild(a.ownerDocument.createElement("tbody")):a}function xa(a){return a.type=(null!==m.find.attr(a,"type"))+"/"+a.type,a}function ya(a){var b=pa.exec(a.type);return b?a.type=b[1]:a.removeAttribute("type"),a}function za(a,b){for(var c,d=0;null!=(c=a[d]);d++)m._data(c,"globalEval",!b||m._data(b[d],"globalEval"))}function Aa(a,b){if(1===b.nodeType&&m.hasData(a)){var c,d,e,f=m._data(a),g=m._data(b,f),h=f.events;if(h){delete g.handle,g.events={};for(c in h)for(d=0,e=h[c].length;e>d;d++)m.event.add(b,c,h[c][d])}g.data&&(g.data=m.extend({},g.data))}}function Ba(a,b){var c,d,e;if(1===b.nodeType){if(c=b.nodeName.toLowerCase(),!k.noCloneEvent&&b[m.expando]){e=m._data(b);for(d in e.events)m.removeEvent(b,d,e.handle);b.removeAttribute(m.expando)}"script"===c&&b.text!==a.text?(xa(b).text=a.text,ya(b)):"object"===c?(b.parentNode&&(b.outerHTML=a.outerHTML),k.html5Clone&&a.innerHTML&&!m.trim(b.innerHTML)&&(b.innerHTML=a.innerHTML)):"input"===c&&W.test(a.type)?(b.defaultChecked=b.checked=a.checked,b.value!==a.value&&(b.value=a.value)):"option"===c?b.defaultSelected=b.selected=a.defaultSelected:("input"===c||"textarea"===c)&&(b.defaultValue=a.defaultValue)}}m.extend({clone:function(a,b,c){var d,e,f,g,h,i=m.contains(a.ownerDocument,a);if(k.html5Clone||m.isXMLDoc(a)||!ga.test("<"+a.nodeName+">")?f=a.cloneNode(!0):(ta.innerHTML=a.outerHTML,ta.removeChild(f=ta.firstChild)),!(k.noCloneEvent&&k.noCloneChecked||1!==a.nodeType&&11!==a.nodeType||m.isXMLDoc(a)))for(d=ua(f),h=ua(a),g=0;null!=(e=h[g]);++g)d[g]&&Ba(e,d[g]);if(b)if(c)for(h=h||ua(a),d=d||ua(f),g=0;null!=(e=h[g]);g++)Aa(e,d[g]);else Aa(a,f);return d=ua(f,"script"),d.length>0&&za(d,!i&&ua(a,"script")),d=h=e=null,f},buildFragment:function(a,b,c,d){for(var e,f,g,h,i,j,l,n=a.length,o=da(b),p=[],q=0;n>q;q++)if(f=a[q],f||0===f)if("object"===m.type(f))m.merge(p,f.nodeType?[f]:f);else if(la.test(f)){h=h||o.appendChild(b.createElement("div")),i=(ja.exec(f)||["",""])[1].toLowerCase(),l=ra[i]||ra._default,h.innerHTML=l[1]+f.replace(ia,"<$1></$2>")+l[2],e=l[0];while(e--)h=h.lastChild;if(!k.leadingWhitespace&&ha.test(f)&&p.push(b.createTextNode(ha.exec(f)[0])),!k.tbody){f="table"!==i||ka.test(f)?"<table>"!==l[1]||ka.test(f)?0:h:h.firstChild,e=f&&f.childNodes.length;while(e--)m.nodeName(j=f.childNodes[e],"tbody")&&!j.childNodes.length&&f.removeChild(j)}m.merge(p,h.childNodes),h.textContent="";while(h.firstChild)h.removeChild(h.firstChild);h=o.lastChild}else p.push(b.createTextNode(f));h&&o.removeChild(h),k.appendChecked||m.grep(ua(p,"input"),va),q=0;while(f=p[q++])if((!d||-1===m.inArray(f,d))&&(g=m.contains(f.ownerDocument,f),h=ua(o.appendChild(f),"script"),g&&za(h),c)){e=0;while(f=h[e++])oa.test(f.type||"")&&c.push(f)}return h=null,o},cleanData:function(a,b){for(var d,e,f,g,h=0,i=m.expando,j=m.cache,l=k.deleteExpando,n=m.event.special;null!=(d=a[h]);h++)if((b||m.acceptData(d))&&(f=d[i],g=f&&j[f])){if(g.events)for(e in g.events)n[e]?m.event.remove(d,e):m.removeEvent(d,e,g.handle);j[f]&&(delete j[f],l?delete d[i]:typeof d.removeAttribute!==K?d.removeAttribute(i):d[i]=null,c.push(f))}}}),m.fn.extend({text:function(a){return V(this,function(a){return void 0===a?m.text(this):this.empty().append((this[0]&&this[0].ownerDocument||y).createTextNode(a))},null,a,arguments.length)},append:function(){return this.domManip(arguments,function(a){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var b=wa(this,a);b.appendChild(a)}})},prepend:function(){return this.domManip(arguments,function(a){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var b=wa(this,a);b.insertBefore(a,b.firstChild)}})},before:function(){return this.domManip(arguments,function(a){this.parentNode&&this.parentNode.insertBefore(a,this)})},after:function(){return this.domManip(arguments,function(a){this.parentNode&&this.parentNode.insertBefore(a,this.nextSibling)})},remove:function(a,b){for(var c,d=a?m.filter(a,this):this,e=0;null!=(c=d[e]);e++)b||1!==c.nodeType||m.cleanData(ua(c)),c.parentNode&&(b&&m.contains(c.ownerDocument,c)&&za(ua(c,"script")),c.parentNode.removeChild(c));return this},empty:function(){for(var a,b=0;null!=(a=this[b]);b++){1===a.nodeType&&m.cleanData(ua(a,!1));while(a.firstChild)a.removeChild(a.firstChild);a.options&&m.nodeName(a,"select")&&(a.options.length=0)}return this},clone:function(a,b){return a=null==a?!1:a,b=null==b?a:b,this.map(function(){return m.clone(this,a,b)})},html:function(a){return V(this,function(a){var b=this[0]||{},c=0,d=this.length;if(void 0===a)return 1===b.nodeType?b.innerHTML.replace(fa,""):void 0;if(!("string"!=typeof a||ma.test(a)||!k.htmlSerialize&&ga.test(a)||!k.leadingWhitespace&&ha.test(a)||ra[(ja.exec(a)||["",""])[1].toLowerCase()])){a=a.replace(ia,"<$1></$2>");try{for(;d>c;c++)b=this[c]||{},1===b.nodeType&&(m.cleanData(ua(b,!1)),b.innerHTML=a);b=0}catch(e){}}b&&this.empty().append(a)},null,a,arguments.length)},replaceWith:function(){var a=arguments[0];return this.domManip(arguments,function(b){a=this.parentNode,m.cleanData(ua(this)),a&&a.replaceChild(b,this)}),a&&(a.length||a.nodeType)?this:this.remove()},detach:function(a){return this.remove(a,!0)},domManip:function(a,b){a=e.apply([],a);var c,d,f,g,h,i,j=0,l=this.length,n=this,o=l-1,p=a[0],q=m.isFunction(p);if(q||l>1&&"string"==typeof p&&!k.checkClone&&na.test(p))return this.each(function(c){var d=n.eq(c);q&&(a[0]=p.call(this,c,d.html())),d.domManip(a,b)});if(l&&(i=m.buildFragment(a,this[0].ownerDocument,!1,this),c=i.firstChild,1===i.childNodes.length&&(i=c),c)){for(g=m.map(ua(i,"script"),xa),f=g.length;l>j;j++)d=i,j!==o&&(d=m.clone(d,!0,!0),f&&m.merge(g,ua(d,"script"))),b.call(this[j],d,j);if(f)for(h=g[g.length-1].ownerDocument,m.map(g,ya),j=0;f>j;j++)d=g[j],oa.test(d.type||"")&&!m._data(d,"globalEval")&&m.contains(h,d)&&(d.src?m._evalUrl&&m._evalUrl(d.src):m.globalEval((d.text||d.textContent||d.innerHTML||"").replace(qa,"")));i=c=null}return this}}),m.each({appendTo:"append",prependTo:"prepend",insertBefore:"before",insertAfter:"after",replaceAll:"replaceWith"},function(a,b){m.fn[a]=function(a){for(var c,d=0,e=[],g=m(a),h=g.length-1;h>=d;d++)c=d===h?this:this.clone(!0),m(g[d])[b](c),f.apply(e,c.get());return this.pushStack(e)}});var Ca,Da={};function Ea(b,c){var d,e=m(c.createElement(b)).appendTo(c.body),f=a.getDefaultComputedStyle&&(d=a.getDefaultComputedStyle(e[0]))?d.display:m.css(e[0],"display");return e.detach(),f}function Fa(a){var b=y,c=Da[a];return c||(c=Ea(a,b),"none"!==c&&c||(Ca=(Ca||m("<iframe frameborder='0' width='0' height='0'/>")).appendTo(b.documentElement),b=(Ca[0].contentWindow||Ca[0].contentDocument).document,b.write(),b.close(),c=Ea(a,b),Ca.detach()),Da[a]=c),c}!function(){var a;k.shrinkWrapBlocks=function(){if(null!=a)return a;a=!1;var b,c,d;return c=y.getElementsByTagName("body")[0],c&&c.style?(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),typeof b.style.zoom!==K&&(b.style.cssText="-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;display:block;margin:0;border:0;padding:1px;width:1px;zoom:1",b.appendChild(y.createElement("div")).style.width="5px",a=3!==b.offsetWidth),c.removeChild(d),a):void 0}}();var Ga=/^margin/,Ha=new RegExp("^("+S+")(?!px)[a-z%]+$","i"),Ia,Ja,Ka=/^(top|right|bottom|left)$/;a.getComputedStyle?(Ia=function(b){return b.ownerDocument.defaultView.opener?b.ownerDocument.defaultView.getComputedStyle(b,null):a.getComputedStyle(b,null)},Ja=function(a,b,c){var d,e,f,g,h=a.style;return c=c||Ia(a),g=c?c.getPropertyValue(b)||c[b]:void 0,c&&(""!==g||m.contains(a.ownerDocument,a)||(g=m.style(a,b)),Ha.test(g)&&Ga.test(b)&&(d=h.width,e=h.minWidth,f=h.maxWidth,h.minWidth=h.maxWidth=h.width=g,g=c.width,h.width=d,h.minWidth=e,h.maxWidth=f)),void 0===g?g:g+""}):y.documentElement.currentStyle&&(Ia=function(a){return a.currentStyle},Ja=function(a,b,c){var d,e,f,g,h=a.style;return c=c||Ia(a),g=c?c[b]:void 0,null==g&&h&&h[b]&&(g=h[b]),Ha.test(g)&&!Ka.test(b)&&(d=h.left,e=a.runtimeStyle,f=e&&e.left,f&&(e.left=a.currentStyle.left),h.left="fontSize"===b?"1em":g,g=h.pixelLeft+"px",h.left=d,f&&(e.left=f)),void 0===g?g:g+""||"auto"});function La(a,b){return{get:function(){var c=a();if(null!=c)return c?void delete this.get:(this.get=b).apply(this,arguments)}}}!function(){var b,c,d,e,f,g,h;if(b=y.createElement("div"),b.innerHTML="  <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",d=b.getElementsByTagName("a")[0],c=d&&d.style){c.cssText="float:left;opacity:.5",k.opacity="0.5"===c.opacity,k.cssFloat=!!c.cssFloat,b.style.backgroundClip="content-box",b.cloneNode(!0).style.backgroundClip="",k.clearCloneStyle="content-box"===b.style.backgroundClip,k.boxSizing=""===c.boxSizing||""===c.MozBoxSizing||""===c.WebkitBoxSizing,m.extend(k,{reliableHiddenOffsets:function(){return null==g&&i(),g},boxSizingReliable:function(){return null==f&&i(),f},pixelPosition:function(){return null==e&&i(),e},reliableMarginRight:function(){return null==h&&i(),h}});function i(){var b,c,d,i;c=y.getElementsByTagName("body")[0],c&&c.style&&(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),b.style.cssText="-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box;display:block;margin-top:1%;top:1%;border:1px;padding:1px;width:4px;position:absolute",e=f=!1,h=!0,a.getComputedStyle&&(e="1%"!==(a.getComputedStyle(b,null)||{}).top,f="4px"===(a.getComputedStyle(b,null)||{width:"4px"}).width,i=b.appendChild(y.createElement("div")),i.style.cssText=b.style.cssText="-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;display:block;margin:0;border:0;padding:0",i.style.marginRight=i.style.width="0",b.style.width="1px",h=!parseFloat((a.getComputedStyle(i,null)||{}).marginRight),b.removeChild(i)),b.innerHTML="<table><tr><td></td><td>t</td></tr></table>",i=b.getElementsByTagName("td"),i[0].style.cssText="margin:0;border:0;padding:0;display:none",g=0===i[0].offsetHeight,g&&(i[0].style.display="",i[1].style.display="none",g=0===i[0].offsetHeight),c.removeChild(d))}}}(),m.swap=function(a,b,c,d){var e,f,g={};for(f in b)g[f]=a.style[f],a.style[f]=b[f];e=c.apply(a,d||[]);for(f in b)a.style[f]=g[f];return e};var Ma=/alpha\([^)]*\)/i,Na=/opacity\s*=\s*([^)]*)/,Oa=/^(none|table(?!-c[ea]).+)/,Pa=new RegExp("^("+S+")(.*)$","i"),Qa=new RegExp("^([+-])=("+S+")","i"),Ra={position:"absolute",visibility:"hidden",display:"block"},Sa={letterSpacing:"0",fontWeight:"400"},Ta=["Webkit","O","Moz","ms"];function Ua(a,b){if(b in a)return b;var c=b.charAt(0).toUpperCase()+b.slice(1),d=b,e=Ta.length;while(e--)if(b=Ta[e]+c,b in a)return b;return d}function Va(a,b){for(var c,d,e,f=[],g=0,h=a.length;h>g;g++)d=a[g],d.style&&(f[g]=m._data(d,"olddisplay"),c=d.style.display,b?(f[g]||"none"!==c||(d.style.display=""),""===d.style.display&&U(d)&&(f[g]=m._data(d,"olddisplay",Fa(d.nodeName)))):(e=U(d),(c&&"none"!==c||!e)&&m._data(d,"olddisplay",e?c:m.css(d,"display"))));for(g=0;h>g;g++)d=a[g],d.style&&(b&&"none"!==d.style.display&&""!==d.style.display||(d.style.display=b?f[g]||"":"none"));return a}function Wa(a,b,c){var d=Pa.exec(b);return d?Math.max(0,d[1]-(c||0))+(d[2]||"px"):b}function Xa(a,b,c,d,e){for(var f=c===(d?"border":"content")?4:"width"===b?1:0,g=0;4>f;f+=2)"margin"===c&&(g+=m.css(a,c+T[f],!0,e)),d?("content"===c&&(g-=m.css(a,"padding"+T[f],!0,e)),"margin"!==c&&(g-=m.css(a,"border"+T[f]+"Width",!0,e))):(g+=m.css(a,"padding"+T[f],!0,e),"padding"!==c&&(g+=m.css(a,"border"+T[f]+"Width",!0,e)));return g}function Ya(a,b,c){var d=!0,e="width"===b?a.offsetWidth:a.offsetHeight,f=Ia(a),g=k.boxSizing&&"border-box"===m.css(a,"boxSizing",!1,f);if(0>=e||null==e){if(e=Ja(a,b,f),(0>e||null==e)&&(e=a.style[b]),Ha.test(e))return e;d=g&&(k.boxSizingReliable()||e===a.style[b]),e=parseFloat(e)||0}return e+Xa(a,b,c||(g?"border":"content"),d,f)+"px"}m.extend({cssHooks:{opacity:{get:function(a,b){if(b){var c=Ja(a,"opacity");return""===c?"1":c}}}},cssNumber:{columnCount:!0,fillOpacity:!0,flexGrow:!0,flexShrink:!0,fontWeight:!0,lineHeight:!0,opacity:!0,order:!0,orphans:!0,widows:!0,zIndex:!0,zoom:!0},cssProps:{"float":k.cssFloat?"cssFloat":"styleFloat"},style:function(a,b,c,d){if(a&&3!==a.nodeType&&8!==a.nodeType&&a.style){var e,f,g,h=m.camelCase(b),i=a.style;if(b=m.cssProps[h]||(m.cssProps[h]=Ua(i,h)),g=m.cssHooks[b]||m.cssHooks[h],void 0===c)return g&&"get"in g&&void 0!==(e=g.get(a,!1,d))?e:i[b];if(f=typeof c,"string"===f&&(e=Qa.exec(c))&&(c=(e[1]+1)*e[2]+parseFloat(m.css(a,b)),f="number"),null!=c&&c===c&&("number"!==f||m.cssNumber[h]||(c+="px"),k.clearCloneStyle||""!==c||0!==b.indexOf("background")||(i[b]="inherit"),!(g&&"set"in g&&void 0===(c=g.set(a,c,d)))))try{i[b]=c}catch(j){}}},css:function(a,b,c,d){var e,f,g,h=m.camelCase(b);return b=m.cssProps[h]||(m.cssProps[h]=Ua(a.style,h)),g=m.cssHooks[b]||m.cssHooks[h],g&&"get"in g&&(f=g.get(a,!0,c)),void 0===f&&(f=Ja(a,b,d)),"normal"===f&&b in Sa&&(f=Sa[b]),""===c||c?(e=parseFloat(f),c===!0||m.isNumeric(e)?e||0:f):f}}),m.each(["height","width"],function(a,b){m.cssHooks[b]={get:function(a,c,d){return c?Oa.test(m.css(a,"display"))&&0===a.offsetWidth?m.swap(a,Ra,function(){return Ya(a,b,d)}):Ya(a,b,d):void 0},set:function(a,c,d){var e=d&&Ia(a);return Wa(a,c,d?Xa(a,b,d,k.boxSizing&&"border-box"===m.css(a,"boxSizing",!1,e),e):0)}}}),k.opacity||(m.cssHooks.opacity={get:function(a,b){return Na.test((b&&a.currentStyle?a.currentStyle.filter:a.style.filter)||"")?.01*parseFloat(RegExp.$1)+"":b?"1":""},set:function(a,b){var c=a.style,d=a.currentStyle,e=m.isNumeric(b)?"alpha(opacity="+100*b+")":"",f=d&&d.filter||c.filter||"";c.zoom=1,(b>=1||""===b)&&""===m.trim(f.replace(Ma,""))&&c.removeAttribute&&(c.removeAttribute("filter"),""===b||d&&!d.filter)||(c.filter=Ma.test(f)?f.replace(Ma,e):f+" "+e)}}),m.cssHooks.marginRight=La(k.reliableMarginRight,function(a,b){return b?m.swap(a,{display:"inline-block"},Ja,[a,"marginRight"]):void 0}),m.each({margin:"",padding:"",border:"Width"},function(a,b){m.cssHooks[a+b]={expand:function(c){for(var d=0,e={},f="string"==typeof c?c.split(" "):[c];4>d;d++)e[a+T[d]+b]=f[d]||f[d-2]||f[0];return e}},Ga.test(a)||(m.cssHooks[a+b].set=Wa)}),m.fn.extend({css:function(a,b){return V(this,function(a,b,c){var d,e,f={},g=0;if(m.isArray(b)){for(d=Ia(a),e=b.length;e>g;g++)f[b[g]]=m.css(a,b[g],!1,d);return f}return void 0!==c?m.style(a,b,c):m.css(a,b)},a,b,arguments.length>1)},show:function(){return Va(this,!0)},hide:function(){return Va(this)},toggle:function(a){return"boolean"==typeof a?a?this.show():this.hide():this.each(function(){U(this)?m(this).show():m(this).hide()})}});function Za(a,b,c,d,e){
return new Za.prototype.init(a,b,c,d,e)}m.Tween=Za,Za.prototype={constructor:Za,init:function(a,b,c,d,e,f){this.elem=a,this.prop=c,this.easing=e||"swing",this.options=b,this.start=this.now=this.cur(),this.end=d,this.unit=f||(m.cssNumber[c]?"":"px")},cur:function(){var a=Za.propHooks[this.prop];return a&&a.get?a.get(this):Za.propHooks._default.get(this)},run:function(a){var b,c=Za.propHooks[this.prop];return this.options.duration?this.pos=b=m.easing[this.easing](a,this.options.duration*a,0,1,this.options.duration):this.pos=b=a,this.now=(this.end-this.start)*b+this.start,this.options.step&&this.options.step.call(this.elem,this.now,this),c&&c.set?c.set(this):Za.propHooks._default.set(this),this}},Za.prototype.init.prototype=Za.prototype,Za.propHooks={_default:{get:function(a){var b;return null==a.elem[a.prop]||a.elem.style&&null!=a.elem.style[a.prop]?(b=m.css(a.elem,a.prop,""),b&&"auto"!==b?b:0):a.elem[a.prop]},set:function(a){m.fx.step[a.prop]?m.fx.step[a.prop](a):a.elem.style&&(null!=a.elem.style[m.cssProps[a.prop]]||m.cssHooks[a.prop])?m.style(a.elem,a.prop,a.now+a.unit):a.elem[a.prop]=a.now}}},Za.propHooks.scrollTop=Za.propHooks.scrollLeft={set:function(a){a.elem.nodeType&&a.elem.parentNode&&(a.elem[a.prop]=a.now)}},m.easing={linear:function(a){return a},swing:function(a){return.5-Math.cos(a*Math.PI)/2}},m.fx=Za.prototype.init,m.fx.step={};var $a,_a,ab=/^(?:toggle|show|hide)$/,bb=new RegExp("^(?:([+-])=|)("+S+")([a-z%]*)$","i"),cb=/queueHooks$/,db=[ib],eb={"*":[function(a,b){var c=this.createTween(a,b),d=c.cur(),e=bb.exec(b),f=e&&e[3]||(m.cssNumber[a]?"":"px"),g=(m.cssNumber[a]||"px"!==f&&+d)&&bb.exec(m.css(c.elem,a)),h=1,i=20;if(g&&g[3]!==f){f=f||g[3],e=e||[],g=+d||1;do h=h||".5",g/=h,m.style(c.elem,a,g+f);while(h!==(h=c.cur()/d)&&1!==h&&--i)}return e&&(g=c.start=+g||+d||0,c.unit=f,c.end=e[1]?g+(e[1]+1)*e[2]:+e[2]),c}]};function fb(){return setTimeout(function(){$a=void 0}),$a=m.now()}function gb(a,b){var c,d={height:a},e=0;for(b=b?1:0;4>e;e+=2-b)c=T[e],d["margin"+c]=d["padding"+c]=a;return b&&(d.opacity=d.width=a),d}function hb(a,b,c){for(var d,e=(eb[b]||[]).concat(eb["*"]),f=0,g=e.length;g>f;f++)if(d=e[f].call(c,b,a))return d}function ib(a,b,c){var d,e,f,g,h,i,j,l,n=this,o={},p=a.style,q=a.nodeType&&U(a),r=m._data(a,"fxshow");c.queue||(h=m._queueHooks(a,"fx"),null==h.unqueued&&(h.unqueued=0,i=h.empty.fire,h.empty.fire=function(){h.unqueued||i()}),h.unqueued++,n.always(function(){n.always(function(){h.unqueued--,m.queue(a,"fx").length||h.empty.fire()})})),1===a.nodeType&&("height"in b||"width"in b)&&(c.overflow=[p.overflow,p.overflowX,p.overflowY],j=m.css(a,"display"),l="none"===j?m._data(a,"olddisplay")||Fa(a.nodeName):j,"inline"===l&&"none"===m.css(a,"float")&&(k.inlineBlockNeedsLayout&&"inline"!==Fa(a.nodeName)?p.zoom=1:p.display="inline-block")),c.overflow&&(p.overflow="hidden",k.shrinkWrapBlocks()||n.always(function(){p.overflow=c.overflow[0],p.overflowX=c.overflow[1],p.overflowY=c.overflow[2]}));for(d in b)if(e=b[d],ab.exec(e)){if(delete b[d],f=f||"toggle"===e,e===(q?"hide":"show")){if("show"!==e||!r||void 0===r[d])continue;q=!0}o[d]=r&&r[d]||m.style(a,d)}else j=void 0;if(m.isEmptyObject(o))"inline"===("none"===j?Fa(a.nodeName):j)&&(p.display=j);else{r?"hidden"in r&&(q=r.hidden):r=m._data(a,"fxshow",{}),f&&(r.hidden=!q),q?m(a).show():n.done(function(){m(a).hide()}),n.done(function(){var b;m._removeData(a,"fxshow");for(b in o)m.style(a,b,o[b])});for(d in o)g=hb(q?r[d]:0,d,n),d in r||(r[d]=g.start,q&&(g.end=g.start,g.start="width"===d||"height"===d?1:0))}}function jb(a,b){var c,d,e,f,g;for(c in a)if(d=m.camelCase(c),e=b[d],f=a[c],m.isArray(f)&&(e=f[1],f=a[c]=f[0]),c!==d&&(a[d]=f,delete a[c]),g=m.cssHooks[d],g&&"expand"in g){f=g.expand(f),delete a[d];for(c in f)c in a||(a[c]=f[c],b[c]=e)}else b[d]=e}function kb(a,b,c){var d,e,f=0,g=db.length,h=m.Deferred().always(function(){delete i.elem}),i=function(){if(e)return!1;for(var b=$a||fb(),c=Math.max(0,j.startTime+j.duration-b),d=c/j.duration||0,f=1-d,g=0,i=j.tweens.length;i>g;g++)j.tweens[g].run(f);return h.notifyWith(a,[j,f,c]),1>f&&i?c:(h.resolveWith(a,[j]),!1)},j=h.promise({elem:a,props:m.extend({},b),opts:m.extend(!0,{specialEasing:{}},c),originalProperties:b,originalOptions:c,startTime:$a||fb(),duration:c.duration,tweens:[],createTween:function(b,c){var d=m.Tween(a,j.opts,b,c,j.opts.specialEasing[b]||j.opts.easing);return j.tweens.push(d),d},stop:function(b){var c=0,d=b?j.tweens.length:0;if(e)return this;for(e=!0;d>c;c++)j.tweens[c].run(1);return b?h.resolveWith(a,[j,b]):h.rejectWith(a,[j,b]),this}}),k=j.props;for(jb(k,j.opts.specialEasing);g>f;f++)if(d=db[f].call(j,a,k,j.opts))return d;return m.map(k,hb,j),m.isFunction(j.opts.start)&&j.opts.start.call(a,j),m.fx.timer(m.extend(i,{elem:a,anim:j,queue:j.opts.queue})),j.progress(j.opts.progress).done(j.opts.done,j.opts.complete).fail(j.opts.fail).always(j.opts.always)}m.Animation=m.extend(kb,{tweener:function(a,b){m.isFunction(a)?(b=a,a=["*"]):a=a.split(" ");for(var c,d=0,e=a.length;e>d;d++)c=a[d],eb[c]=eb[c]||[],eb[c].unshift(b)},prefilter:function(a,b){b?db.unshift(a):db.push(a)}}),m.speed=function(a,b,c){var d=a&&"object"==typeof a?m.extend({},a):{complete:c||!c&&b||m.isFunction(a)&&a,duration:a,easing:c&&b||b&&!m.isFunction(b)&&b};return d.duration=m.fx.off?0:"number"==typeof d.duration?d.duration:d.duration in m.fx.speeds?m.fx.speeds[d.duration]:m.fx.speeds._default,(null==d.queue||d.queue===!0)&&(d.queue="fx"),d.old=d.complete,d.complete=function(){m.isFunction(d.old)&&d.old.call(this),d.queue&&m.dequeue(this,d.queue)},d},m.fn.extend({fadeTo:function(a,b,c,d){return this.filter(U).css("opacity",0).show().end().animate({opacity:b},a,c,d)},animate:function(a,b,c,d){var e=m.isEmptyObject(a),f=m.speed(b,c,d),g=function(){var b=kb(this,m.extend({},a),f);(e||m._data(this,"finish"))&&b.stop(!0)};return g.finish=g,e||f.queue===!1?this.each(g):this.queue(f.queue,g)},stop:function(a,b,c){var d=function(a){var b=a.stop;delete a.stop,b(c)};return"string"!=typeof a&&(c=b,b=a,a=void 0),b&&a!==!1&&this.queue(a||"fx",[]),this.each(function(){var b=!0,e=null!=a&&a+"queueHooks",f=m.timers,g=m._data(this);if(e)g[e]&&g[e].stop&&d(g[e]);else for(e in g)g[e]&&g[e].stop&&cb.test(e)&&d(g[e]);for(e=f.length;e--;)f[e].elem!==this||null!=a&&f[e].queue!==a||(f[e].anim.stop(c),b=!1,f.splice(e,1));(b||!c)&&m.dequeue(this,a)})},finish:function(a){return a!==!1&&(a=a||"fx"),this.each(function(){var b,c=m._data(this),d=c[a+"queue"],e=c[a+"queueHooks"],f=m.timers,g=d?d.length:0;for(c.finish=!0,m.queue(this,a,[]),e&&e.stop&&e.stop.call(this,!0),b=f.length;b--;)f[b].elem===this&&f[b].queue===a&&(f[b].anim.stop(!0),f.splice(b,1));for(b=0;g>b;b++)d[b]&&d[b].finish&&d[b].finish.call(this);delete c.finish})}}),m.each(["toggle","show","hide"],function(a,b){var c=m.fn[b];m.fn[b]=function(a,d,e){return null==a||"boolean"==typeof a?c.apply(this,arguments):this.animate(gb(b,!0),a,d,e)}}),m.each({slideDown:gb("show"),slideUp:gb("hide"),slideToggle:gb("toggle"),fadeIn:{opacity:"show"},fadeOut:{opacity:"hide"},fadeToggle:{opacity:"toggle"}},function(a,b){m.fn[a]=function(a,c,d){return this.animate(b,a,c,d)}}),m.timers=[],m.fx.tick=function(){var a,b=m.timers,c=0;for($a=m.now();c<b.length;c++)a=b[c],a()||b[c]!==a||b.splice(c--,1);b.length||m.fx.stop(),$a=void 0},m.fx.timer=function(a){m.timers.push(a),a()?m.fx.start():m.timers.pop()},m.fx.interval=13,m.fx.start=function(){_a||(_a=setInterval(m.fx.tick,m.fx.interval))},m.fx.stop=function(){clearInterval(_a),_a=null},m.fx.speeds={slow:600,fast:200,_default:400},m.fn.delay=function(a,b){return a=m.fx?m.fx.speeds[a]||a:a,b=b||"fx",this.queue(b,function(b,c){var d=setTimeout(b,a);c.stop=function(){clearTimeout(d)}})},function(){var a,b,c,d,e;b=y.createElement("div"),b.setAttribute("className","t"),b.innerHTML="  <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",d=b.getElementsByTagName("a")[0],c=y.createElement("select"),e=c.appendChild(y.createElement("option")),a=b.getElementsByTagName("input")[0],d.style.cssText="top:1px",k.getSetAttribute="t"!==b.className,k.style=/top/.test(d.getAttribute("style")),k.hrefNormalized="/a"===d.getAttribute("href"),k.checkOn=!!a.value,k.optSelected=e.selected,k.enctype=!!y.createElement("form").enctype,c.disabled=!0,k.optDisabled=!e.disabled,a=y.createElement("input"),a.setAttribute("value",""),k.input=""===a.getAttribute("value"),a.value="t",a.setAttribute("type","radio"),k.radioValue="t"===a.value}();var lb=/\r/g;m.fn.extend({val:function(a){var b,c,d,e=this[0];{if(arguments.length)return d=m.isFunction(a),this.each(function(c){var e;1===this.nodeType&&(e=d?a.call(this,c,m(this).val()):a,null==e?e="":"number"==typeof e?e+="":m.isArray(e)&&(e=m.map(e,function(a){return null==a?"":a+""})),b=m.valHooks[this.type]||m.valHooks[this.nodeName.toLowerCase()],b&&"set"in b&&void 0!==b.set(this,e,"value")||(this.value=e))});if(e)return b=m.valHooks[e.type]||m.valHooks[e.nodeName.toLowerCase()],b&&"get"in b&&void 0!==(c=b.get(e,"value"))?c:(c=e.value,"string"==typeof c?c.replace(lb,""):null==c?"":c)}}}),m.extend({valHooks:{option:{get:function(a){var b=m.find.attr(a,"value");return null!=b?b:m.trim(m.text(a))}},select:{get:function(a){for(var b,c,d=a.options,e=a.selectedIndex,f="select-one"===a.type||0>e,g=f?null:[],h=f?e+1:d.length,i=0>e?h:f?e:0;h>i;i++)if(c=d[i],!(!c.selected&&i!==e||(k.optDisabled?c.disabled:null!==c.getAttribute("disabled"))||c.parentNode.disabled&&m.nodeName(c.parentNode,"optgroup"))){if(b=m(c).val(),f)return b;g.push(b)}return g},set:function(a,b){var c,d,e=a.options,f=m.makeArray(b),g=e.length;while(g--)if(d=e[g],m.inArray(m.valHooks.option.get(d),f)>=0)try{d.selected=c=!0}catch(h){d.scrollHeight}else d.selected=!1;return c||(a.selectedIndex=-1),e}}}}),m.each(["radio","checkbox"],function(){m.valHooks[this]={set:function(a,b){return m.isArray(b)?a.checked=m.inArray(m(a).val(),b)>=0:void 0}},k.checkOn||(m.valHooks[this].get=function(a){return null===a.getAttribute("value")?"on":a.value})});var mb,nb,ob=m.expr.attrHandle,pb=/^(?:checked|selected)$/i,qb=k.getSetAttribute,rb=k.input;m.fn.extend({attr:function(a,b){return V(this,m.attr,a,b,arguments.length>1)},removeAttr:function(a){return this.each(function(){m.removeAttr(this,a)})}}),m.extend({attr:function(a,b,c){var d,e,f=a.nodeType;if(a&&3!==f&&8!==f&&2!==f)return typeof a.getAttribute===K?m.prop(a,b,c):(1===f&&m.isXMLDoc(a)||(b=b.toLowerCase(),d=m.attrHooks[b]||(m.expr.match.bool.test(b)?nb:mb)),void 0===c?d&&"get"in d&&null!==(e=d.get(a,b))?e:(e=m.find.attr(a,b),null==e?void 0:e):null!==c?d&&"set"in d&&void 0!==(e=d.set(a,c,b))?e:(a.setAttribute(b,c+""),c):void m.removeAttr(a,b))},removeAttr:function(a,b){var c,d,e=0,f=b&&b.match(E);if(f&&1===a.nodeType)while(c=f[e++])d=m.propFix[c]||c,m.expr.match.bool.test(c)?rb&&qb||!pb.test(c)?a[d]=!1:a[m.camelCase("default-"+c)]=a[d]=!1:m.attr(a,c,""),a.removeAttribute(qb?c:d)},attrHooks:{type:{set:function(a,b){if(!k.radioValue&&"radio"===b&&m.nodeName(a,"input")){var c=a.value;return a.setAttribute("type",b),c&&(a.value=c),b}}}}}),nb={set:function(a,b,c){return b===!1?m.removeAttr(a,c):rb&&qb||!pb.test(c)?a.setAttribute(!qb&&m.propFix[c]||c,c):a[m.camelCase("default-"+c)]=a[c]=!0,c}},m.each(m.expr.match.bool.source.match(/\w+/g),function(a,b){var c=ob[b]||m.find.attr;ob[b]=rb&&qb||!pb.test(b)?function(a,b,d){var e,f;return d||(f=ob[b],ob[b]=e,e=null!=c(a,b,d)?b.toLowerCase():null,ob[b]=f),e}:function(a,b,c){return c?void 0:a[m.camelCase("default-"+b)]?b.toLowerCase():null}}),rb&&qb||(m.attrHooks.value={set:function(a,b,c){return m.nodeName(a,"input")?void(a.defaultValue=b):mb&&mb.set(a,b,c)}}),qb||(mb={set:function(a,b,c){var d=a.getAttributeNode(c);return d||a.setAttributeNode(d=a.ownerDocument.createAttribute(c)),d.value=b+="","value"===c||b===a.getAttribute(c)?b:void 0}},ob.id=ob.name=ob.coords=function(a,b,c){var d;return c?void 0:(d=a.getAttributeNode(b))&&""!==d.value?d.value:null},m.valHooks.button={get:function(a,b){var c=a.getAttributeNode(b);return c&&c.specified?c.value:void 0},set:mb.set},m.attrHooks.contenteditable={set:function(a,b,c){mb.set(a,""===b?!1:b,c)}},m.each(["width","height"],function(a,b){m.attrHooks[b]={set:function(a,c){return""===c?(a.setAttribute(b,"auto"),c):void 0}}})),k.style||(m.attrHooks.style={get:function(a){return a.style.cssText||void 0},set:function(a,b){return a.style.cssText=b+""}});var sb=/^(?:input|select|textarea|button|object)$/i,tb=/^(?:a|area)$/i;m.fn.extend({prop:function(a,b){return V(this,m.prop,a,b,arguments.length>1)},removeProp:function(a){return a=m.propFix[a]||a,this.each(function(){try{this[a]=void 0,delete this[a]}catch(b){}})}}),m.extend({propFix:{"for":"htmlFor","class":"className"},prop:function(a,b,c){var d,e,f,g=a.nodeType;if(a&&3!==g&&8!==g&&2!==g)return f=1!==g||!m.isXMLDoc(a),f&&(b=m.propFix[b]||b,e=m.propHooks[b]),void 0!==c?e&&"set"in e&&void 0!==(d=e.set(a,c,b))?d:a[b]=c:e&&"get"in e&&null!==(d=e.get(a,b))?d:a[b]},propHooks:{tabIndex:{get:function(a){var b=m.find.attr(a,"tabindex");return b?parseInt(b,10):sb.test(a.nodeName)||tb.test(a.nodeName)&&a.href?0:-1}}}}),k.hrefNormalized||m.each(["href","src"],function(a,b){m.propHooks[b]={get:function(a){return a.getAttribute(b,4)}}}),k.optSelected||(m.propHooks.selected={get:function(a){var b=a.parentNode;return b&&(b.selectedIndex,b.parentNode&&b.parentNode.selectedIndex),null}}),m.each(["tabIndex","readOnly","maxLength","cellSpacing","cellPadding","rowSpan","colSpan","useMap","frameBorder","contentEditable"],function(){m.propFix[this.toLowerCase()]=this}),k.enctype||(m.propFix.enctype="encoding");var ub=/[\t\r\n\f]/g;m.fn.extend({addClass:function(a){var b,c,d,e,f,g,h=0,i=this.length,j="string"==typeof a&&a;if(m.isFunction(a))return this.each(function(b){m(this).addClass(a.call(this,b,this.className))});if(j)for(b=(a||"").match(E)||[];i>h;h++)if(c=this[h],d=1===c.nodeType&&(c.className?(" "+c.className+" ").replace(ub," "):" ")){f=0;while(e=b[f++])d.indexOf(" "+e+" ")<0&&(d+=e+" ");g=m.trim(d),c.className!==g&&(c.className=g)}return this},removeClass:function(a){var b,c,d,e,f,g,h=0,i=this.length,j=0===arguments.length||"string"==typeof a&&a;if(m.isFunction(a))return this.each(function(b){m(this).removeClass(a.call(this,b,this.className))});if(j)for(b=(a||"").match(E)||[];i>h;h++)if(c=this[h],d=1===c.nodeType&&(c.className?(" "+c.className+" ").replace(ub," "):"")){f=0;while(e=b[f++])while(d.indexOf(" "+e+" ")>=0)d=d.replace(" "+e+" "," ");g=a?m.trim(d):"",c.className!==g&&(c.className=g)}return this},toggleClass:function(a,b){var c=typeof a;return"boolean"==typeof b&&"string"===c?b?this.addClass(a):this.removeClass(a):this.each(m.isFunction(a)?function(c){m(this).toggleClass(a.call(this,c,this.className,b),b)}:function(){if("string"===c){var b,d=0,e=m(this),f=a.match(E)||[];while(b=f[d++])e.hasClass(b)?e.removeClass(b):e.addClass(b)}else(c===K||"boolean"===c)&&(this.className&&m._data(this,"__className__",this.className),this.className=this.className||a===!1?"":m._data(this,"__className__")||"")})},hasClass:function(a){for(var b=" "+a+" ",c=0,d=this.length;d>c;c++)if(1===this[c].nodeType&&(" "+this[c].className+" ").replace(ub," ").indexOf(b)>=0)return!0;return!1}}),m.each("blur focus focusin focusout load resize scroll unload click dblclick mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave change select submit keydown keypress keyup error contextmenu".split(" "),function(a,b){m.fn[b]=function(a,c){return arguments.length>0?this.on(b,null,a,c):this.trigger(b)}}),m.fn.extend({hover:function(a,b){return this.mouseenter(a).mouseleave(b||a)},bind:function(a,b,c){return this.on(a,null,b,c)},unbind:function(a,b){return this.off(a,null,b)},delegate:function(a,b,c,d){return this.on(b,a,c,d)},undelegate:function(a,b,c){return 1===arguments.length?this.off(a,"**"):this.off(b,a||"**",c)}});var vb=m.now(),wb=/\?/,xb=/(,)|(\[|{)|(}|])|"(?:[^"\\\r\n]|\\["\\\/bfnrt]|\\u[\da-fA-F]{4})*"\s*:?|true|false|null|-?(?!0\d)\d+(?:\.\d+|)(?:[eE][+-]?\d+|)/g;m.parseJSON=function(b){if(a.JSON&&a.JSON.parse)return a.JSON.parse(b+"");var c,d=null,e=m.trim(b+"");return e&&!m.trim(e.replace(xb,function(a,b,e,f){return c&&b&&(d=0),0===d?a:(c=e||b,d+=!f-!e,"")}))?Function("return "+e)():m.error("Invalid JSON: "+b)},m.parseXML=function(b){var c,d;if(!b||"string"!=typeof b)return null;try{a.DOMParser?(d=new DOMParser,c=d.parseFromString(b,"text/xml")):(c=new ActiveXObject("Microsoft.XMLDOM"),c.async="false",c.loadXML(b))}catch(e){c=void 0}return c&&c.documentElement&&!c.getElementsByTagName("parsererror").length||m.error("Invalid XML: "+b),c};var yb,zb,Ab=/#.*$/,Bb=/([?&])_=[^&]*/,Cb=/^(.*?):[ \t]*([^\r\n]*)\r?$/gm,Db=/^(?:about|app|app-storage|.+-extension|file|res|widget):$/,Eb=/^(?:GET|HEAD)$/,Fb=/^\/\//,Gb=/^([\w.+-]+:)(?:\/\/(?:[^\/?#]*@|)([^\/?#:]*)(?::(\d+)|)|)/,Hb={},Ib={},Jb="*/".concat("*");try{zb=location.href}catch(Kb){zb=y.createElement("a"),zb.href="",zb=zb.href}yb=Gb.exec(zb.toLowerCase())||[];function Lb(a){return function(b,c){"string"!=typeof b&&(c=b,b="*");var d,e=0,f=b.toLowerCase().match(E)||[];if(m.isFunction(c))while(d=f[e++])"+"===d.charAt(0)?(d=d.slice(1)||"*",(a[d]=a[d]||[]).unshift(c)):(a[d]=a[d]||[]).push(c)}}function Mb(a,b,c,d){var e={},f=a===Ib;function g(h){var i;return e[h]=!0,m.each(a[h]||[],function(a,h){var j=h(b,c,d);return"string"!=typeof j||f||e[j]?f?!(i=j):void 0:(b.dataTypes.unshift(j),g(j),!1)}),i}return g(b.dataTypes[0])||!e["*"]&&g("*")}function Nb(a,b){var c,d,e=m.ajaxSettings.flatOptions||{};for(d in b)void 0!==b[d]&&((e[d]?a:c||(c={}))[d]=b[d]);return c&&m.extend(!0,a,c),a}function Ob(a,b,c){var d,e,f,g,h=a.contents,i=a.dataTypes;while("*"===i[0])i.shift(),void 0===e&&(e=a.mimeType||b.getResponseHeader("Content-Type"));if(e)for(g in h)if(h[g]&&h[g].test(e)){i.unshift(g);break}if(i[0]in c)f=i[0];else{for(g in c){if(!i[0]||a.converters[g+" "+i[0]]){f=g;break}d||(d=g)}f=f||d}return f?(f!==i[0]&&i.unshift(f),c[f]):void 0}function Pb(a,b,c,d){var e,f,g,h,i,j={},k=a.dataTypes.slice();if(k[1])for(g in a.converters)j[g.toLowerCase()]=a.converters[g];f=k.shift();while(f)if(a.responseFields[f]&&(c[a.responseFields[f]]=b),!i&&d&&a.dataFilter&&(b=a.dataFilter(b,a.dataType)),i=f,f=k.shift())if("*"===f)f=i;else if("*"!==i&&i!==f){if(g=j[i+" "+f]||j["* "+f],!g)for(e in j)if(h=e.split(" "),h[1]===f&&(g=j[i+" "+h[0]]||j["* "+h[0]])){g===!0?g=j[e]:j[e]!==!0&&(f=h[0],k.unshift(h[1]));break}if(g!==!0)if(g&&a["throws"])b=g(b);else try{b=g(b)}catch(l){return{state:"parsererror",error:g?l:"No conversion from "+i+" to "+f}}}return{state:"success",data:b}}m.extend({active:0,lastModified:{},etag:{},ajaxSettings:{url:zb,type:"GET",isLocal:Db.test(yb[1]),global:!0,processData:!0,async:!0,contentType:"application/x-www-form-urlencoded; charset=UTF-8",accepts:{"*":Jb,text:"text/plain",html:"text/html",xml:"application/xml, text/xml",json:"application/json, text/javascript"},contents:{xml:/xml/,html:/html/,json:/json/},responseFields:{xml:"responseXML",text:"responseText",json:"responseJSON"},converters:{"* text":String,"text html":!0,"text json":m.parseJSON,"text xml":m.parseXML},flatOptions:{url:!0,context:!0}},ajaxSetup:function(a,b){return b?Nb(Nb(a,m.ajaxSettings),b):Nb(m.ajaxSettings,a)},ajaxPrefilter:Lb(Hb),ajaxTransport:Lb(Ib),ajax:function(a,b){"object"==typeof a&&(b=a,a=void 0),b=b||{};var c,d,e,f,g,h,i,j,k=m.ajaxSetup({},b),l=k.context||k,n=k.context&&(l.nodeType||l.jquery)?m(l):m.event,o=m.Deferred(),p=m.Callbacks("once memory"),q=k.statusCode||{},r={},s={},t=0,u="canceled",v={readyState:0,getResponseHeader:function(a){var b;if(2===t){if(!j){j={};while(b=Cb.exec(f))j[b[1].toLowerCase()]=b[2]}b=j[a.toLowerCase()]}return null==b?null:b},getAllResponseHeaders:function(){return 2===t?f:null},setRequestHeader:function(a,b){var c=a.toLowerCase();return t||(a=s[c]=s[c]||a,r[a]=b),this},overrideMimeType:function(a){return t||(k.mimeType=a),this},statusCode:function(a){var b;if(a)if(2>t)for(b in a)q[b]=[q[b],a[b]];else v.always(a[v.status]);return this},abort:function(a){var b=a||u;return i&&i.abort(b),x(0,b),this}};if(o.promise(v).complete=p.add,v.success=v.done,v.error=v.fail,k.url=((a||k.url||zb)+"").replace(Ab,"").replace(Fb,yb[1]+"//"),k.type=b.method||b.type||k.method||k.type,k.dataTypes=m.trim(k.dataType||"*").toLowerCase().match(E)||[""],null==k.crossDomain&&(c=Gb.exec(k.url.toLowerCase()),k.crossDomain=!(!c||c[1]===yb[1]&&c[2]===yb[2]&&(c[3]||("http:"===c[1]?"80":"443"))===(yb[3]||("http:"===yb[1]?"80":"443")))),k.data&&k.processData&&"string"!=typeof k.data&&(k.data=m.param(k.data,k.traditional)),Mb(Hb,k,b,v),2===t)return v;h=m.event&&k.global,h&&0===m.active++&&m.event.trigger("ajaxStart"),k.type=k.type.toUpperCase(),k.hasContent=!Eb.test(k.type),e=k.url,k.hasContent||(k.data&&(e=k.url+=(wb.test(e)?"&":"?")+k.data,delete k.data),k.cache===!1&&(k.url=Bb.test(e)?e.replace(Bb,"$1_="+vb++):e+(wb.test(e)?"&":"?")+"_="+vb++)),k.ifModified&&(m.lastModified[e]&&v.setRequestHeader("If-Modified-Since",m.lastModified[e]),m.etag[e]&&v.setRequestHeader("If-None-Match",m.etag[e])),(k.data&&k.hasContent&&k.contentType!==!1||b.contentType)&&v.setRequestHeader("Content-Type",k.contentType),v.setRequestHeader("Accept",k.dataTypes[0]&&k.accepts[k.dataTypes[0]]?k.accepts[k.dataTypes[0]]+("*"!==k.dataTypes[0]?", "+Jb+"; q=0.01":""):k.accepts["*"]);for(d in k.headers)v.setRequestHeader(d,k.headers[d]);if(k.beforeSend&&(k.beforeSend.call(l,v,k)===!1||2===t))return v.abort();u="abort";for(d in{success:1,error:1,complete:1})v[d](k[d]);if(i=Mb(Ib,k,b,v)){v.readyState=1,h&&n.trigger("ajaxSend",[v,k]),k.async&&k.timeout>0&&(g=setTimeout(function(){v.abort("timeout")},k.timeout));try{t=1,i.send(r,x)}catch(w){if(!(2>t))throw w;x(-1,w)}}else x(-1,"No Transport");function x(a,b,c,d){var j,r,s,u,w,x=b;2!==t&&(t=2,g&&clearTimeout(g),i=void 0,f=d||"",v.readyState=a>0?4:0,j=a>=200&&300>a||304===a,c&&(u=Ob(k,v,c)),u=Pb(k,u,v,j),j?(k.ifModified&&(w=v.getResponseHeader("Last-Modified"),w&&(m.lastModified[e]=w),w=v.getResponseHeader("etag"),w&&(m.etag[e]=w)),204===a||"HEAD"===k.type?x="nocontent":304===a?x="notmodified":(x=u.state,r=u.data,s=u.error,j=!s)):(s=x,(a||!x)&&(x="error",0>a&&(a=0))),v.status=a,v.statusText=(b||x)+"",j?o.resolveWith(l,[r,x,v]):o.rejectWith(l,[v,x,s]),v.statusCode(q),q=void 0,h&&n.trigger(j?"ajaxSuccess":"ajaxError",[v,k,j?r:s]),p.fireWith(l,[v,x]),h&&(n.trigger("ajaxComplete",[v,k]),--m.active||m.event.trigger("ajaxStop")))}return v},getJSON:function(a,b,c){return m.get(a,b,c,"json")},getScript:function(a,b){return m.get(a,void 0,b,"script")}}),m.each(["get","post"],function(a,b){m[b]=function(a,c,d,e){return m.isFunction(c)&&(e=e||d,d=c,c=void 0),m.ajax({url:a,type:b,dataType:e,data:c,success:d})}}),m._evalUrl=function(a){return m.ajax({url:a,type:"GET",dataType:"script",async:!1,global:!1,"throws":!0})},m.fn.extend({wrapAll:function(a){if(m.isFunction(a))return this.each(function(b){m(this).wrapAll(a.call(this,b))});if(this[0]){var b=m(a,this[0].ownerDocument).eq(0).clone(!0);this[0].parentNode&&b.insertBefore(this[0]),b.map(function(){var a=this;while(a.firstChild&&1===a.firstChild.nodeType)a=a.firstChild;return a}).append(this)}return this},wrapInner:function(a){return this.each(m.isFunction(a)?function(b){m(this).wrapInner(a.call(this,b))}:function(){var b=m(this),c=b.contents();c.length?c.wrapAll(a):b.append(a)})},wrap:function(a){var b=m.isFunction(a);return this.each(function(c){m(this).wrapAll(b?a.call(this,c):a)})},unwrap:function(){return this.parent().each(function(){m.nodeName(this,"body")||m(this).replaceWith(this.childNodes)}).end()}}),m.expr.filters.hidden=function(a){return a.offsetWidth<=0&&a.offsetHeight<=0||!k.reliableHiddenOffsets()&&"none"===(a.style&&a.style.display||m.css(a,"display"))},m.expr.filters.visible=function(a){return!m.expr.filters.hidden(a)};var Qb=/%20/g,Rb=/\[\]$/,Sb=/\r?\n/g,Tb=/^(?:submit|button|image|reset|file)$/i,Ub=/^(?:input|select|textarea|keygen)/i;function Vb(a,b,c,d){var e;if(m.isArray(b))m.each(b,function(b,e){c||Rb.test(a)?d(a,e):Vb(a+"["+("object"==typeof e?b:"")+"]",e,c,d)});else if(c||"object"!==m.type(b))d(a,b);else for(e in b)Vb(a+"["+e+"]",b[e],c,d)}m.param=function(a,b){var c,d=[],e=function(a,b){b=m.isFunction(b)?b():null==b?"":b,d[d.length]=encodeURIComponent(a)+"="+encodeURIComponent(b)};if(void 0===b&&(b=m.ajaxSettings&&m.ajaxSettings.traditional),m.isArray(a)||a.jquery&&!m.isPlainObject(a))m.each(a,function(){e(this.name,this.value)});else for(c in a)Vb(c,a[c],b,e);return d.join("&").replace(Qb,"+")},m.fn.extend({serialize:function(){return m.param(this.serializeArray())},serializeArray:function(){return this.map(function(){var a=m.prop(this,"elements");return a?m.makeArray(a):this}).filter(function(){var a=this.type;return this.name&&!m(this).is(":disabled")&&Ub.test(this.nodeName)&&!Tb.test(a)&&(this.checked||!W.test(a))}).map(function(a,b){var c=m(this).val();return null==c?null:m.isArray(c)?m.map(c,function(a){return{name:b.name,value:a.replace(Sb,"\r\n")}}):{name:b.name,value:c.replace(Sb,"\r\n")}}).get()}}),m.ajaxSettings.xhr=void 0!==a.ActiveXObject?function(){return!this.isLocal&&/^(get|post|head|put|delete|options)$/i.test(this.type)&&Zb()||$b()}:Zb;var Wb=0,Xb={},Yb=m.ajaxSettings.xhr();a.attachEvent&&a.attachEvent("onunload",function(){for(var a in Xb)Xb[a](void 0,!0)}),k.cors=!!Yb&&"withCredentials"in Yb,Yb=k.ajax=!!Yb,Yb&&m.ajaxTransport(function(a){if(!a.crossDomain||k.cors){var b;return{send:function(c,d){var e,f=a.xhr(),g=++Wb;if(f.open(a.type,a.url,a.async,a.username,a.password),a.xhrFields)for(e in a.xhrFields)f[e]=a.xhrFields[e];a.mimeType&&f.overrideMimeType&&f.overrideMimeType(a.mimeType),a.crossDomain||c["X-Requested-With"]||(c["X-Requested-With"]="XMLHttpRequest");for(e in c)void 0!==c[e]&&f.setRequestHeader(e,c[e]+"");f.send(a.hasContent&&a.data||null),b=function(c,e){var h,i,j;if(b&&(e||4===f.readyState))if(delete Xb[g],b=void 0,f.onreadystatechange=m.noop,e)4!==f.readyState&&f.abort();else{j={},h=f.status,"string"==typeof f.responseText&&(j.text=f.responseText);try{i=f.statusText}catch(k){i=""}h||!a.isLocal||a.crossDomain?1223===h&&(h=204):h=j.text?200:404}j&&d(h,i,j,f.getAllResponseHeaders())},a.async?4===f.readyState?setTimeout(b):f.onreadystatechange=Xb[g]=b:b()},abort:function(){b&&b(void 0,!0)}}}});function Zb(){try{return new a.XMLHttpRequest}catch(b){}}function $b(){try{return new a.ActiveXObject("Microsoft.XMLHTTP")}catch(b){}}m.ajaxSetup({accepts:{script:"text/javascript, application/javascript, application/ecmascript, application/x-ecmascript"},contents:{script:/(?:java|ecma)script/},converters:{"text script":function(a){return m.globalEval(a),a}}}),m.ajaxPrefilter("script",function(a){void 0===a.cache&&(a.cache=!1),a.crossDomain&&(a.type="GET",a.global=!1)}),m.ajaxTransport("script",function(a){if(a.crossDomain){var b,c=y.head||m("head")[0]||y.documentElement;return{send:function(d,e){b=y.createElement("script"),b.async=!0,a.scriptCharset&&(b.charset=a.scriptCharset),b.src=a.url,b.onload=b.onreadystatechange=function(a,c){(c||!b.readyState||/loaded|complete/.test(b.readyState))&&(b.onload=b.onreadystatechange=null,b.parentNode&&b.parentNode.removeChild(b),b=null,c||e(200,"success"))},c.insertBefore(b,c.firstChild)},abort:function(){b&&b.onload(void 0,!0)}}}});var _b=[],ac=/(=)\?(?=&|$)|\?\?/;m.ajaxSetup({jsonp:"callback",jsonpCallback:function(){var a=_b.pop()||m.expando+"_"+vb++;return this[a]=!0,a}}),m.ajaxPrefilter("json jsonp",function(b,c,d){var e,f,g,h=b.jsonp!==!1&&(ac.test(b.url)?"url":"string"==typeof b.data&&!(b.contentType||"").indexOf("application/x-www-form-urlencoded")&&ac.test(b.data)&&"data");return h||"jsonp"===b.dataTypes[0]?(e=b.jsonpCallback=m.isFunction(b.jsonpCallback)?b.jsonpCallback():b.jsonpCallback,h?b[h]=b[h].replace(ac,"$1"+e):b.jsonp!==!1&&(b.url+=(wb.test(b.url)?"&":"?")+b.jsonp+"="+e),b.converters["script json"]=function(){return g||m.error(e+" was not called"),g[0]},b.dataTypes[0]="json",f=a[e],a[e]=function(){g=arguments},d.always(function(){a[e]=f,b[e]&&(b.jsonpCallback=c.jsonpCallback,_b.push(e)),g&&m.isFunction(f)&&f(g[0]),g=f=void 0}),"script"):void 0}),m.parseHTML=function(a,b,c){if(!a||"string"!=typeof a)return null;"boolean"==typeof b&&(c=b,b=!1),b=b||y;var d=u.exec(a),e=!c&&[];return d?[b.createElement(d[1])]:(d=m.buildFragment([a],b,e),e&&e.length&&m(e).remove(),m.merge([],d.childNodes))};var bc=m.fn.load;m.fn.load=function(a,b,c){if("string"!=typeof a&&bc)return bc.apply(this,arguments);var d,e,f,g=this,h=a.indexOf(" ");return h>=0&&(d=m.trim(a.slice(h,a.length)),a=a.slice(0,h)),m.isFunction(b)?(c=b,b=void 0):b&&"object"==typeof b&&(f="POST"),g.length>0&&m.ajax({url:a,type:f,dataType:"html",data:b}).done(function(a){e=arguments,g.html(d?m("<div>").append(m.parseHTML(a)).find(d):a)}).complete(c&&function(a,b){g.each(c,e||[a.responseText,b,a])}),this},m.each(["ajaxStart","ajaxStop","ajaxComplete","ajaxError","ajaxSuccess","ajaxSend"],function(a,b){m.fn[b]=function(a){return this.on(b,a)}}),m.expr.filters.animated=function(a){return m.grep(m.timers,function(b){return a===b.elem}).length};var cc=a.document.documentElement;function dc(a){return m.isWindow(a)?a:9===a.nodeType?a.defaultView||a.parentWindow:!1}m.offset={setOffset:function(a,b,c){var d,e,f,g,h,i,j,k=m.css(a,"position"),l=m(a),n={};"static"===k&&(a.style.position="relative"),h=l.offset(),f=m.css(a,"top"),i=m.css(a,"left"),j=("absolute"===k||"fixed"===k)&&m.inArray("auto",[f,i])>-1,j?(d=l.position(),g=d.top,e=d.left):(g=parseFloat(f)||0,e=parseFloat(i)||0),m.isFunction(b)&&(b=b.call(a,c,h)),null!=b.top&&(n.top=b.top-h.top+g),null!=b.left&&(n.left=b.left-h.left+e),"using"in b?b.using.call(a,n):l.css(n)}},m.fn.extend({offset:function(a){if(arguments.length)return void 0===a?this:this.each(function(b){m.offset.setOffset(this,a,b)});var b,c,d={top:0,left:0},e=this[0],f=e&&e.ownerDocument;if(f)return b=f.documentElement,m.contains(b,e)?(typeof e.getBoundingClientRect!==K&&(d=e.getBoundingClientRect()),c=dc(f),{top:d.top+(c.pageYOffset||b.scrollTop)-(b.clientTop||0),left:d.left+(c.pageXOffset||b.scrollLeft)-(b.clientLeft||0)}):d},position:function(){if(this[0]){var a,b,c={top:0,left:0},d=this[0];return"fixed"===m.css(d,"position")?b=d.getBoundingClientRect():(a=this.offsetParent(),b=this.offset(),m.nodeName(a[0],"html")||(c=a.offset()),c.top+=m.css(a[0],"borderTopWidth",!0),c.left+=m.css(a[0],"borderLeftWidth",!0)),{top:b.top-c.top-m.css(d,"marginTop",!0),left:b.left-c.left-m.css(d,"marginLeft",!0)}}},offsetParent:function(){return this.map(function(){var a=this.offsetParent||cc;while(a&&!m.nodeName(a,"html")&&"static"===m.css(a,"position"))a=a.offsetParent;return a||cc})}}),m.each({scrollLeft:"pageXOffset",scrollTop:"pageYOffset"},function(a,b){var c=/Y/.test(b);m.fn[a]=function(d){return V(this,function(a,d,e){var f=dc(a);return void 0===e?f?b in f?f[b]:f.document.documentElement[d]:a[d]:void(f?f.scrollTo(c?m(f).scrollLeft():e,c?e:m(f).scrollTop()):a[d]=e)},a,d,arguments.length,null)}}),m.each(["top","left"],function(a,b){m.cssHooks[b]=La(k.pixelPosition,function(a,c){return c?(c=Ja(a,b),Ha.test(c)?m(a).position()[b]+"px":c):void 0})}),m.each({Height:"height",Width:"width"},function(a,b){m.each({padding:"inner"+a,content:b,"":"outer"+a},function(c,d){m.fn[d]=function(d,e){var f=arguments.length&&(c||"boolean"!=typeof d),g=c||(d===!0||e===!0?"margin":"border");return V(this,function(b,c,d){var e;return m.isWindow(b)?b.document.documentElement["client"+a]:9===b.nodeType?(e=b.documentElement,Math.max(b.body["scroll"+a],e["scroll"+a],b.body["offset"+a],e["offset"+a],e["client"+a])):void 0===d?m.css(b,c,g):m.style(b,c,d,g)},b,f?d:void 0,f,null)}})}),m.fn.size=function(){return this.length},m.fn.andSelf=m.fn.addBack,"function"==typeof define&&define.amd&&define("jquery",[],function(){return m});var ec=a.jQuery,fc=a.$;return m.noConflict=function(b){return a.$===m&&(a.$=fc),b&&a.jQuery===m&&(a.jQuery=ec),m},typeof b===K&&(a.jQuery=a.$=m),m});
"></script>
+<meta name="viewport" content="width=device-width, initial-scale=1" />
+<link href="data:text/css;charset=utf-8,html%7Bfont%2Dfamily%3Asans%2Dserif%3B%2Dwebkit%2Dtext%2Dsize%2Dadjust%3A100%25%3B%2Dms%2Dtext%2Dsize%2Dadjust%3A100%25%7Dbody%7Bmargin%3A0%7Darticle%2Caside%2Cdetails%2Cfigcaption%2Cfigure%2Cfooter%2Cheader%2Chgroup%2Cmain%2Cmenu%2Cnav%2Csection%2Csummary%7Bdisplay%3Ablock%7Daudio%2Ccanvas%2Cprogress%2Cvideo%7Bdisplay%3Ainline%2Dblock%3Bvertical%2Dalign%3Abaseline%7Daudio%3Anot%28%5Bcontrols%5D%29%7Bdisplay%3Anone%3Bheight%3A0%7D%5Bhidden%5D%2Ctemplate%7Bdisplay%3Anone%7Da%7Bbackground%2Dcolor%3Atransparent%7Da%3Aactive%2Ca%3Ahover%7Boutline%3A0%7Dabbr%5Btitle%5D%7Bborder%2Dbottom%3A1px%20dotted%7Db%2Cstrong%7Bfont%2Dweight%3A700%7Ddfn%7Bfont%2Dstyle%3Aitalic%7Dh1%7Bmargin%3A%2E67em%200%3Bfont%2Dsize%3A2em%7Dmark%7Bcolor%3A%23000%3Bbackground%3A%23ff0%7Dsmall%7Bfont%2Dsize%3A80%25%7Dsub%2Csup%7Bposition%3Arelative%3Bfont%2Dsize%3A75%25%3Bline%2Dheight%3A0%3Bvertical%2Dalign%3Abaseline%7Dsup%7Btop%3A%2D%2E5em%7Dsub%7Bbottom%3A%2D%2E25em%7Dimg%7Bborder%3A0%7Dsvg%3Anot%28%3Aroot%29%7Boverflow%3Ahidden%7Dfigure%7Bmargin%3A1em%2040px%7Dhr%7Bheight%3A0%3B%2Dwebkit%2Dbox%2Dsizing%3Acontent%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Acontent%2Dbox%3Bbox%2Dsizing%3Acontent%2Dbox%7Dpre%7Boverflow%3Aauto%7Dcode%2Ckbd%2Cpre%2Csamp%7Bfont%2Dfamily%3Amonospace%2Cmonospace%3Bfont%2Dsize%3A1em%7Dbutton%2Cinput%2Coptgroup%2Cselect%2Ctextarea%7Bmargin%3A0%3Bfont%3Ainherit%3Bcolor%3Ainherit%7Dbutton%7Boverflow%3Avisible%7Dbutton%2Cselect%7Btext%2Dtransform%3Anone%7Dbutton%2Chtml%20input%5Btype%3Dbutton%5D%2Cinput%5Btype%3Dreset%5D%2Cinput%5Btype%3Dsubmit%5D%7B%2Dwebkit%2Dappearance%3Abutton%3Bcursor%3Apointer%7Dbutton%5Bdisabled%5D%2Chtml%20input%5Bdisabled%5D%7Bcursor%3Adefault%7Dbutton%3A%3A%2Dmoz%2Dfocus%2Dinner%2Cinput%3A%3A%2Dmoz%2Dfocus%2Dinner%7Bpadding%3A0%3Bborder%3A0%7Dinput%7Bline%2Dheight%3Anormal%7Dinput%5Btype%3Dcheckbox%5D%2Cinput%5Btype%3Dradio%5D%7B%2Dwebkit%2Dbox%2Dsizing%3Aborder%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Aborder%2Dbox%3Bbox%2Dsizing%3Aborder%2Dbox%3Bpadding%3A0%7Dinput%5Btype%3Dnumber%5D%3A%3A%2Dwebkit%2Dinner%2Dspin%2Dbutton%2Cinput%5Btype%3Dnumber%5D%3A%3A%2Dwebkit%2Douter%2Dspin%2Dbutton%7Bheight%3Aauto%7Dinput%5Btype%3Dsearch%5D%7B%2Dwebkit%2Dbox%2Dsizing%3Acontent%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Acontent%2Dbox%3Bbox%2Dsizing%3Acontent%2Dbox%3B%2Dwebkit%2Dappearance%3Atextfield%7Dinput%5Btype%3Dsearch%5D%3A%3A%2Dwebkit%2Dsearch%2Dcancel%2Dbutton%2Cinput%5Btype%3Dsearch%5D%3A%3A%2Dwebkit%2Dsearch%2Ddecoration%7B%2Dwebkit%2Dappearance%3Anone%7Dfieldset%7Bpadding%3A%2E35em%20%2E625em%20%2E75em%3Bmargin%3A0%202px%3Bborder%3A1px%20solid%20silver%7Dlegend%7Bpadding%3A0%3Bborder%3A0%7Dtextarea%7Boverflow%3Aauto%7Doptgroup%7Bfont%2Dweight%3A700%7Dtable%7Bborder%2Dspacing%3A0%3Bborder%2Dcollapse%3Acollapse%7Dtd%2Cth%7Bpadding%3A0%7D%40media%20print%7B%2A%2C%3Aafter%2C%3Abefore%7Bcolor%3A%23000%21important%3Btext%2Dshadow%3Anone%21important%3Bbackground%3A0%200%21important%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%21important%3Bbox%2Dshadow%3Anone%21important%7Da%2Ca%3Avisited%7Btext%2Ddecoration%3Aunderline%7Da%5Bhref%5D%3Aafter%7Bcontent%3A%22%20%28%22%20attr%28href%29%20%22%29%22%7Dabbr%5Btitle%5D%3Aafter%7Bcontent%3A%22%20%28%22%20attr%28title%29%20%22%29%22%7Da%5Bhref%5E%3D%22javascript%3A%22%5D%3Aafter%2Ca%5Bhref%5E%3D%22%23%22%5D%3Aafter%7Bcontent%3A%22%22%7Dblockquote%2Cpre%7Bborder%3A1px%20solid%20%23999%3Bpage%2Dbreak%2Dinside%3Aavoid%7Dthead%7Bdisplay%3Atable%2Dheader%2Dgroup%7Dimg%2Ctr%7Bpage%2Dbreak%2Dinside%3Aavoid%7Dimg%7Bmax%2Dwidth%3A100%25%21important%7Dh2%2Ch3%2Cp%7Borphans%3A3%3Bwidows%3A3%7Dh2%2Ch3%7Bpage%2Dbreak%2Dafter%3Aavoid%7D%2Enavbar%7Bdisplay%3Anone%7D%2Ebtn%3E%2Ecaret%2C%2Edropup%3E%2Ebtn%3E%2Ecaret%7Bborder%2Dtop%2Dcolor%3A%23000%21important%7D%2Elabel%7Bborder%3A1px%20solid%20%23000%7D%2Etable%7Bborder%2Dcollapse%3Acollapse%21important%7D%2Etable%20td%2C%2Etable%20th%7Bbackground%2Dcolor%3A%23fff%21important%7D%2Etable%2Dbordered%20td%2C%2Etable%2Dbordered%20th%7Bborder%3A1px%20solid%20%23ddd%21important%7D%7D%40font%2Dface%7Bfont%2Dfamily%3A%27Glyphicons%20Halflings%27%3Bsrc%3Aurl%28data%3Aapplication%2Fvnd%2Ems%2Dfontobject%3Bbase64%2Cn04AAEFNAAACAAIABAAAAAAABQAAAAAAAAABAJABAAAEAExQAAAAAAAAAAIAAAAAAAAAAAEAAAAAAAAAJxJ%2FLAAAAAAAAAAAAAAAAAAAAAAAACgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzAAAADgBSAGUAZwB1AGwAYQByAAAAeABWAGUAcgBzAGkAbwBuACAAMQAuADAAMAA5ADsAUABTACAAMAAwADEALgAwADAAOQA7AGgAbwB0AGMAbwBuAHYAIAAxAC4AMAAuADcAMAA7AG0AYQBrAGUAbwB0AGYALgBsAGkAYgAyAC4ANQAuADUAOAAzADIAOQAAADgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzACAAUgBlAGcAdQBsAGEAcgAAAAAAQlNHUAAAAAAAAAAAAAAAAAAAAAADAKncAE0TAE0ZAEbuFM3pjM%2FSEdmjKHUbyow8ATBE40IvWA3vTu8LiABDQ%2BpexwUMcm1SMnNryctQSiI1K5ZnbOlXKmnVV5YvRe6RnNMFNCOs1KNVpn6yZhCJkRtVRNzEufeIq7HgSrcx4S8h%2Fv4vnrrKc6oCNxmSk2uKlZQHBii6iKFoH0746ThvkO1kJHlxjrkxs%2BLWORaDQBEtiYJIR5IB9Bi1UyL4Rmr0BNigNkMzlKQmnofBHviqVzUxwdMb3NdCn69hy%2BpRYVKGVS%2F1tnsqv4LL7wCCPZZAZPT4aCShHjHJVNuXbmMrY5LeQaGnvAkXlVrJgKRAUdFjrWEah9XebPeQMj7KS7DIBAFt8ycgC5PLGUOHSE3ErGZCiViNLL5ZARfywnCoZaKQCu6NuFX42AEeKtKUGnr%2FCm2Cy8tpFhBPMW5Fxi4Qm4TkDWh4IWFDClhU2hRWosUWqcKLlgyXB%2BlSHaWaHiWlBAR8SeSgSPCQxdVQgzUixWKSTrIQEbU94viDctkvX%2BVSjJuUmV8L4CXShI11esnp0pjWNZIyxKHS4wVQ2ime1P4RnhvGw0aDN1OLAXGERsB7buFpFGGBAre4QEQR0HOIO5oYH305G%2BKspT%2FFupEGGafCCwxSe6ZUa%2B073rXHnNdVXE6eWvibUS27XtRzkH838mYLMBmYysZTM0EM3A1fbpCBYFccN1B%2FEnCYu%2FTgCGmr7bMh8GfYL%2BBfcLvB0gRagC09w9elfldaIy%2FhNCBLRgBgtCC7jAF63wLSMAfbfAlEggYU0bUA7ACCJmTDpEmJtI78w4%2FBO7dN7JR7J7ZvbYaUbaILSQsRBiF3HGk5fEg6p9unwLvn98r%2BvnsV%2B372uf1xBLq4qU%2F45fTuqaAP%2BpssmCCCTF0mhEow8ZXZOS8D7Q85JsxZ%2BAzok7B7O%2Ff6J8AzYBySZQB%2FQHYUSA%2BEeQhEWiS6AIQzgcsDiER4MjgMBAWDV4AgQ3g1eBgIdweCQmCjJEMkJ%2BPKRWyFHHmg1Wi%2F6xzUgA0LREoKJChwnQa9B%2B5RQZRB3IlBlkAnxyQNaANwHMowzlYSMCBgnbpzvqpl0iTJNCQidDI9ZrSYNIRBhHtUa5YHMHxyGEik9hDE0AKj72AbTCaxtHPUaKZdAZSnQTyjGqGLsmBStCejApUhg4uBMU6mATujEl%2BKdDPbI6Ag4vLr%2BhjY6lbjBeoLKnZl0UZgRX8gTySOeynZVz1wOq7e1hFGYIq%2BMhrGxDLak0PrwYzSXtcuyhXEhwOYofiW%2BEcI%2Fjw8P6IY6ed%2BetAbuqKp5QIapT77LnAe505lMuqL79a0ut4rWexzFttsOsLDy7zvtQzcq3U1qabe7tB0wHWVXji%2BzDbo8x8HyIRUbXnwUcklFv51fvTymiV%2BMXLSmGH9d9%2BaXpD5X6lao41anWGig7IwIdnoBY2ht%2FpO9mClLo4NdXHAsefqWUKlXJkbqPOFhMoR4aiA1BXqhRNbB2Xwi%2B7u%2FjpAoOpKJ0UX24EsrzMfHXViakCNcKjBxuQX8BO0ZqjJ3xXzf%2B61t2VXOSgJ8xu65QKgtN6FibPmPYsXbJRHHqbgATcSZxBqGiDiU4NNNsYBsKD0MIP%2FOfKnlk%2FLkaid%2FO2NbKeuQrwOB2Gq3YHyr6ALgzym5wIBnsdC1ZkoBFZSQXChZvlesPqvK2c5oHHT3Q65jYpNxnQcGF0EHbvYqoFw60WNlXIHQF2HQB7zD6lWjZ9rVqUKBXUT6hrkZOle0RFYII0V5ZYGl1JAP0Ud1fZZMvSomBzJ710j4Me8mjQDwEre5Uv2wQfk1ifDwb5ksuJQQ3xt423lbuQjvoIQByQrNDh1JxGFkOdlJvu%2FgFtuW0wR4cgd%2BZKesSV7QkNE2kw6AV4hoIuC02LGmTomyf8PiO6CZzOTLTPQ%2BHW06H%2Btx%2BbQ8LmDYg1pTFrp2oJXgkZTyeRJZM0C8aE2LpFrNVDuhARsN543%2FFV6klQ6Tv1OoZGXLv0igKrl%2FCmJxRmX7JJbJ998VSIPQRyDBICzl4JJlYHbdql30NvYcOuZ7a10uWRrgoieOdgIm4rlq6vNOQBuqESLbXG5lzdJGHw2m0sDYmODXbYGTfSTGRKpssTO95fothJCjUGQgEL4yKoGAF%2F0SrpUDNn8CBgBcSDQByAeNkCXp4S4Ro2Xh4OeaGRgR66PVOsU8bc6TR5%2FxTcn4IVMLOkXSWiXxkZQCbvKfmoAvQaKjO3EDKwkwqHChCDEM5loQRPd5ACBki1TjF772oaQhQbQ5C0lcWXPFOzrfsDGUXGrpxasbG4iab6eByaQkQfm0VFlP0ZsDkvvqCL6QXMUwCjdMx1ZOyKhTJ7a1GWAdOUcJ8RSejxNVyGs31OKMyRyBVoZFjqIkmKlLQ5eHMeEL4MkUf23cQ%2F1SgRCJ1dk4UdBT7OoyuNgLs0oCd8RnrEIb6QdMxT2QjD4zMrJkfgx5aDMcA4orsTtKCqWb%2FVeyceqa5OGSmB28YwH4rFbkQaLoUN8OQQYnD3w2eXpI4ScQfbCUZiJ4yMOIKLyyTc7BQ4uXUw6Ee6%2FxM%2B4Y67ngNBknxIPwuppgIhFcwJyr6EIj%2BLzNj%2FmfR2vhhRlx0BILZoAYruF0caWQ7YxO66UmeguDREAFHYuC7HJviRgVO6ruJH59h%2FC%2FPkgSle8xNzZJULLWq9JMDTE2fjGE146a1Us6PZDGYle6ldWRqn%2FpdpgHKNGrGIdkRK%2BKPETT9nKT6kLyDI8xd9A1FgWmXWRAIHwZ37WyZHOVyCadJEmMVz0MadMjDrPho%2BEIochkVC2xgGiwwsQ6DMv2P7UXqT4x7CdcYGId2BJQQa85EQKmCmwcRejQ9Bm4oATENFPkxPXILHpMPUyWTI5rjNOsIlmEeMbcOCEqInpXACYQ9DDxmFo9vcmsDblcMtg4tqBerNngkIKaFJmrQAPnq1dEzsMXcwjcHdfdCibcAxxA%2Bq%2Fj9m3LM%2FO7WJka4tSidVCjsvo2lQ%2F2ewyoYyXwAYyr2PlRoR5MpgVmSUIrM3PQxXPbgjBOaDQFIyFMJvx3Pc5RSYj12ySVF9fwFPQu2e2KWVoL9q3Ayv3IzpGHUdvdPdrNUdicjsTQ2ISy7QU3DrEytIjvbzJnAkmANXjAFERA0MUoPF3%2F5KFmW14bBNOhwircYgMqoDpUMcDtCmBE82QM2YtdjVLB4kBuKho%2FbcwQdeboqfQartuU3CsCf%2BcXkgYAqp%2F0Ee3RorAZt0AvvOCSI4JICIlGlsV0bsSid%2FNIEALAAzb6HAgyWHBps6xAOwkJIGcB82CxRQq4sJf3FzA70A%2BTRqcqjEMETCoez3mkPcpnoALs0ugJY8kQwrC%2BJE5ik3w9rzrvDRjAQnqgEVvdGrNwlanR0SOKWzxOJOvLJhcd8Cl4AshACUkv9czdMkJCVQSQhp6kp7StAlpVRpK0t0SW6LHeBJnE2QchB5Ccu8kxRghZXGIgZIiSj7gEKMJDClcnX6hgoqJMwiQDigIXg3ioFLCgDgjPtYHYpsF5EiA4kcnN18MZtOrY866dEQAb0FB34OGKHGZQjwW%2FWDHA60cYFaI%2FPjpzquUqdaYGcIq%2BmLez3WLFFCtNBN2QJcrlcoELgiPku5R5dSlJFaCEqEZle1AQzAKC%2B1SotMcBNyQUFuRHRF6OlimSBgjZeTBCwLyc6A%2BP%2FoFRchXTz5ADknYJHxzrJ5pGuIKRQISU6WyKTBBjD8WozmVYWIsto1AS5rxzKlvJu4E%2FvwOiKxRtCWsDM%2BeTHUrmwrCK5BIfMzGkD%2B0Fk5LzBs0jMYXktNDblB06LMNJ09U8pzSLmo14MS0OMjcdrZ31pyQqxJJpRImlSvfYAK8inkYU52QY2FPEVsjoWewpwhRp5yAuNpkqhdb7ku9Seefl2D0B8SMTFD90xi4CSOwwZy9IKkpMtI3FmFUg3%2FkFutpQGNc3pCR7gvC4sgwbupDu3DyEN%2BW6YGLNM21jpB49irxy9BSlHrVDlnihGKHwPrbVFtc%2Bh1rVQKZduxIyojccZIIcOCmhEnC7UkY68WXKQgLi2JCDQkQWJRQuk60hZp0D3rtCTINSeY9Ej2kIKYfGxwOs4j9qMM7fYZiipzgcf7TamnehqdhsiMiCawXnz4xAbyCkLAx5EGbo3Ax1u3dUIKnTxIaxwQTHehPl3V491H0%2BbC5zgpGz7Io%2BmjdhKlPJ01EeMpM7UsRJMi1nGjmJg35i6bQBAAxjO%2FENJubU2mg3ONySEoWklCwdABETcs7ck3jgiuU9pcKKpbgn%2B3YlzV1FzIkB6pmEDOSSyDfPPlQskznctFji0kpgZjW5RZe6x9kYT4KJcXg0bNiCyif%2BpZACCyRMmYsfiKmN9tSO65F0R2OO6ytlEhY5Sj6uRKfFxw0ijJaAx%2Fk3QgnAFSq27%2F2i4GEBA%2BUvTJKK%2F9eISNvG46Em5RZfjTYLdeD8kdXHyrwId%2FDQZUaMCY4gGbke2C8vfjgV%2FY9kkRQOJIn%2FxM9INZSpiBnqX0Q9GlQPpPKAyO5y%2BW5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W%2FN6l54qOynCqD3DpWQ%2BmpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE%2B7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv%2F8lbTIkkYpqKM9VOhp65ktYk%2BQ46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI%2BejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5%2B7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu%2Bvtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%3Bsrc%3Aurl%28data%3Aapplication%2Fvnd%2Ems%2Dfontobject%3Bbase64%2Cn04AAEFNAAACAAIABAAAAAAABQAAAAAAAAABAJABAAAEAExQAAAAAAAAAAIAAAAAAAAAAAEAAAAAAAAAJxJ%2FLAAAAAAAAAAAAAAAAAAAAAAAACgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzAAAADgBSAGUAZwB1AGwAYQByAAAAeABWAGUAcgBzAGkAbwBuACAAMQAuADAAMAA5ADsAUABTACAAMAAwADEALgAwADAAOQA7AGgAbwB0AGMAbwBuAHYAIAAxAC4AMAAuADcAMAA7AG0AYQBrAGUAbwB0AGYALgBsAGkAYgAyAC4ANQAuADUAOAAzADIAOQAAADgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzACAAUgBlAGcAdQBsAGEAcgAAAAAAQlNHUAAAAAAAAAAAAAAAAAAAAAADAKncAE0TAE0ZAEbuFM3pjM%2FSEdmjKHUbyow8ATBE40IvWA3vTu8LiABDQ%2BpexwUMcm1SMnNryctQSiI1K5ZnbOlXKmnVV5YvRe6RnNMFNCOs1KNVpn6yZhCJkRtVRNzEufeIq7HgSrcx4S8h%2Fv4vnrrKc6oCNxmSk2uKlZQHBii6iKFoH0746ThvkO1kJHlxjrkxs%2BLWORaDQBEtiYJIR5IB9Bi1UyL4Rmr0BNigNkMzlKQmnofBHviqVzUxwdMb3NdCn69hy%2BpRYVKGVS%2F1tnsqv4LL7wCCPZZAZPT4aCShHjHJVNuXbmMrY5LeQaGnvAkXlVrJgKRAUdFjrWEah9XebPeQMj7KS7DIBAFt8ycgC5PLGUOHSE3ErGZCiViNLL5ZARfywnCoZaKQCu6NuFX42AEeKtKUGnr%2FCm2Cy8tpFhBPMW5Fxi4Qm4TkDWh4IWFDClhU2hRWosUWqcKLlgyXB%2BlSHaWaHiWlBAR8SeSgSPCQxdVQgzUixWKSTrIQEbU94viDctkvX%2BVSjJuUmV8L4CXShI11esnp0pjWNZIyxKHS4wVQ2ime1P4RnhvGw0aDN1OLAXGERsB7buFpFGGBAre4QEQR0HOIO5oYH305G%2BKspT%2FFupEGGafCCwxSe6ZUa%2B073rXHnNdVXE6eWvibUS27XtRzkH838mYLMBmYysZTM0EM3A1fbpCBYFccN1B%2FEnCYu%2FTgCGmr7bMh8GfYL%2BBfcLvB0gRagC09w9elfldaIy%2FhNCBLRgBgtCC7jAF63wLSMAfbfAlEggYU0bUA7ACCJmTDpEmJtI78w4%2FBO7dN7JR7J7ZvbYaUbaILSQsRBiF3HGk5fEg6p9unwLvn98r%2BvnsV%2B372uf1xBLq4qU%2F45fTuqaAP%2BpssmCCCTF0mhEow8ZXZOS8D7Q85JsxZ%2BAzok7B7O%2Ff6J8AzYBySZQB%2FQHYUSA%2BEeQhEWiS6AIQzgcsDiER4MjgMBAWDV4AgQ3g1eBgIdweCQmCjJEMkJ%2BPKRWyFHHmg1Wi%2F6xzUgA0LREoKJChwnQa9B%2B5RQZRB3IlBlkAnxyQNaANwHMowzlYSMCBgnbpzvqpl0iTJNCQidDI9ZrSYNIRBhHtUa5YHMHxyGEik9hDE0AKj72AbTCaxtHPUaKZdAZSnQTyjGqGLsmBStCejApUhg4uBMU6mATujEl%2BKdDPbI6Ag4vLr%2BhjY6lbjBeoLKnZl0UZgRX8gTySOeynZVz1wOq7e1hFGYIq%2BMhrGxDLak0PrwYzSXtcuyhXEhwOYofiW%2BEcI%2Fjw8P6IY6ed%2BetAbuqKp5QIapT77LnAe505lMuqL79a0ut4rWexzFttsOsLDy7zvtQzcq3U1qabe7tB0wHWVXji%2BzDbo8x8HyIRUbXnwUcklFv51fvTymiV%2BMXLSmGH9d9%2BaXpD5X6lao41anWGig7IwIdnoBY2ht%2FpO9mClLo4NdXHAsefqWUKlXJkbqPOFhMoR4aiA1BXqhRNbB2Xwi%2B7u%2FjpAoOpKJ0UX24EsrzMfHXViakCNcKjBxuQX8BO0ZqjJ3xXzf%2B61t2VXOSgJ8xu65QKgtN6FibPmPYsXbJRHHqbgATcSZxBqGiDiU4NNNsYBsKD0MIP%2FOfKnlk%2FLkaid%2FO2NbKeuQrwOB2Gq3YHyr6ALgzym5wIBnsdC1ZkoBFZSQXChZvlesPqvK2c5oHHT3Q65jYpNxnQcGF0EHbvYqoFw60WNlXIHQF2HQB7zD6lWjZ9rVqUKBXUT6hrkZOle0RFYII0V5ZYGl1JAP0Ud1fZZMvSomBzJ710j4Me8mjQDwEre5Uv2wQfk1ifDwb5ksuJQQ3xt423lbuQjvoIQByQrNDh1JxGFkOdlJvu%2FgFtuW0wR4cgd%2BZKesSV7QkNE2kw6AV4hoIuC02LGmTomyf8PiO6CZzOTLTPQ%2BHW06H%2Btx%2BbQ8LmDYg1pTFrp2oJXgkZTyeRJZM0C8aE2LpFrNVDuhARsN543%2FFV6klQ6Tv1OoZGXLv0igKrl%2FCmJxRmX7JJbJ998VSIPQRyDBICzl4JJlYHbdql30NvYcOuZ7a10uWRrgoieOdgIm4rlq6vNOQBuqESLbXG5lzdJGHw2m0sDYmODXbYGTfSTGRKpssTO95fothJCjUGQgEL4yKoGAF%2F0SrpUDNn8CBgBcSDQByAeNkCXp4S4Ro2Xh4OeaGRgR66PVOsU8bc6TR5%2FxTcn4IVMLOkXSWiXxkZQCbvKfmoAvQaKjO3EDKwkwqHChCDEM5loQRPd5ACBki1TjF772oaQhQbQ5C0lcWXPFOzrfsDGUXGrpxasbG4iab6eByaQkQfm0VFlP0ZsDkvvqCL6QXMUwCjdMx1ZOyKhTJ7a1GWAdOUcJ8RSejxNVyGs31OKMyRyBVoZFjqIkmKlLQ5eHMeEL4MkUf23cQ%2F1SgRCJ1dk4UdBT7OoyuNgLs0oCd8RnrEIb6QdMxT2QjD4zMrJkfgx5aDMcA4orsTtKCqWb%2FVeyceqa5OGSmB28YwH4rFbkQaLoUN8OQQYnD3w2eXpI4ScQfbCUZiJ4yMOIKLyyTc7BQ4uXUw6Ee6%2FxM%2B4Y67ngNBknxIPwuppgIhFcwJyr6EIj%2BLzNj%2FmfR2vhhRlx0BILZoAYruF0caWQ7YxO66UmeguDREAFHYuC7HJviRgVO6ruJH59h%2FC%2FPkgSle8xNzZJULLWq9JMDTE2fjGE146a1Us6PZDGYle6ldWRqn%2FpdpgHKNGrGIdkRK%2BKPETT9nKT6kLyDI8xd9A1FgWmXWRAIHwZ37WyZHOVyCadJEmMVz0MadMjDrPho%2BEIochkVC2xgGiwwsQ6DMv2P7UXqT4x7CdcYGId2BJQQa85EQKmCmwcRejQ9Bm4oATENFPkxPXILHpMPUyWTI5rjNOsIlmEeMbcOCEqInpXACYQ9DDxmFo9vcmsDblcMtg4tqBerNngkIKaFJmrQAPnq1dEzsMXcwjcHdfdCibcAxxA%2Bq%2Fj9m3LM%2FO7WJka4tSidVCjsvo2lQ%2F2ewyoYyXwAYyr2PlRoR5MpgVmSUIrM3PQxXPbgjBOaDQFIyFMJvx3Pc5RSYj12ySVF9fwFPQu2e2KWVoL9q3Ayv3IzpGHUdvdPdrNUdicjsTQ2ISy7QU3DrEytIjvbzJnAkmANXjAFERA0MUoPF3%2F5KFmW14bBNOhwircYgMqoDpUMcDtCmBE82QM2YtdjVLB4kBuKho%2FbcwQdeboqfQartuU3CsCf%2BcXkgYAqp%2F0Ee3RorAZt0AvvOCSI4JICIlGlsV0bsSid%2FNIEALAAzb6HAgyWHBps6xAOwkJIGcB82CxRQq4sJf3FzA70A%2BTRqcqjEMETCoez3mkPcpnoALs0ugJY8kQwrC%2BJE5ik3w9rzrvDRjAQnqgEVvdGrNwlanR0SOKWzxOJOvLJhcd8Cl4AshACUkv9czdMkJCVQSQhp6kp7StAlpVRpK0t0SW6LHeBJnE2QchB5Ccu8kxRghZXGIgZIiSj7gEKMJDClcnX6hgoqJMwiQDigIXg3ioFLCgDgjPtYHYpsF5EiA4kcnN18MZtOrY866dEQAb0FB34OGKHGZQjwW%2FWDHA60cYFaI%2FPjpzquUqdaYGcIq%2BmLez3WLFFCtNBN2QJcrlcoELgiPku5R5dSlJFaCEqEZle1AQzAKC%2B1SotMcBNyQUFuRHRF6OlimSBgjZeTBCwLyc6A%2BP%2FoFRchXTz5ADknYJHxzrJ5pGuIKRQISU6WyKTBBjD8WozmVYWIsto1AS5rxzKlvJu4E%2FvwOiKxRtCWsDM%2BeTHUrmwrCK5BIfMzGkD%2B0Fk5LzBs0jMYXktNDblB06LMNJ09U8pzSLmo14MS0OMjcdrZ31pyQqxJJpRImlSvfYAK8inkYU52QY2FPEVsjoWewpwhRp5yAuNpkqhdb7ku9Seefl2D0B8SMTFD90xi4CSOwwZy9IKkpMtI3FmFUg3%2FkFutpQGNc3pCR7gvC4sgwbupDu3DyEN%2BW6YGLNM21jpB49irxy9BSlHrVDlnihGKHwPrbVFtc%2Bh1rVQKZduxIyojccZIIcOCmhEnC7UkY68WXKQgLi2JCDQkQWJRQuk60hZp0D3rtCTINSeY9Ej2kIKYfGxwOs4j9qMM7fYZiipzgcf7TamnehqdhsiMiCawXnz4xAbyCkLAx5EGbo3Ax1u3dUIKnTxIaxwQTHehPl3V491H0%2BbC5zgpGz7Io%2BmjdhKlPJ01EeMpM7UsRJMi1nGjmJg35i6bQBAAxjO%2FENJubU2mg3ONySEoWklCwdABETcs7ck3jgiuU9pcKKpbgn%2B3YlzV1FzIkB6pmEDOSSyDfPPlQskznctFji0kpgZjW5RZe6x9kYT4KJcXg0bNiCyif%2BpZACCyRMmYsfiKmN9tSO65F0R2OO6ytlEhY5Sj6uRKfFxw0ijJaAx%2Fk3QgnAFSq27%2F2i4GEBA%2BUvTJKK%2F9eISNvG46Em5RZfjTYLdeD8kdXHyrwId%2FDQZUaMCY4gGbke2C8vfjgV%2FY9kkRQOJIn%2FxM9INZSpiBnqX0Q9GlQPpPKAyO5y%2BW5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W%2FN6l54qOynCqD3DpWQ%2BmpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE%2B7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv%2F8lbTIkkYpqKM9VOhp65ktYk%2BQ46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI%2BejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5%2B7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu%2Bvtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%20format%28%27embedded%2Dopentype%27%29%2Curl%28data%3Aapplication%2Ffont%2Dwoff%3Bbase64%2Cd09GRgABAAAAAFuAAA8AAAAAsVwAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAABGRlRNAAABWAAAABwAAAAcbSqX3EdERUYAAAF0AAAAHwAAACABRAAET1MvMgAAAZQAAABFAAAAYGe5a4ljbWFwAAAB3AAAAsAAAAZy2q3jgWN2dCAAAAScAAAABAAAAAQAKAL4Z2FzcAAABKAAAAAIAAAACP%2F%2FAANnbHlmAAAEqAAATRcAAJSkfV3Cb2hlYWQAAFHAAAAANAAAADYFTS%2FYaGhlYQAAUfQAAAAcAAAAJApEBBFobXR4AABSEAAAAU8AAAN00scgYGxvY2EAAFNgAAACJwAAAjBv%2B5XObWF4cAAAVYgAAAAgAAAAIAFqANhuYW1lAABVqAAAAZ4AAAOisyygm3Bvc3QAAFdIAAAELQAACtG6o%2BU1d2ViZgAAW3gAAAAGAAAABsMYVFAAAAABAAAAAMw9os8AAAAA0HaBdQAAAADQdnOXeNpjYGRgYOADYgkGEGBiYGRgZBQDkixgHgMABUgASgB42mNgZulmnMDAysDCzMN0gYGBIQpCMy5hMGLaAeQDpRCACYkd6h3ux%2BDAoPD%2FP%2FOB%2FwJAdSIM1UBhRiQlCgyMADGWCwwAAAB42u2UP2hTQRzHf5ekaVPExv6JjW3fvTQ0sa3QLA5xylBLgyBx0gzSWEUaXbIoBBQyCQGHLqXUqYNdtIIgIg5FHJxEtwqtpbnfaV1E1KFaSvX5vVwGEbW6OPngk8%2FvvXfv7pt3v4SImojIDw6BViKxRgIVBaZwVdSv%2BxvXA%2BIuzqcog2cOkkvDNE8Lbqs74k64i%2B5Sf3u8Z2AnIRLbyVCyTflVSEXVoEqrrMqrgiqqsqqqWQ5xlAc5zWOc5TwXucxVnuE5HdQhHdFRHdNJndZZndeFLc%2FzsKJLQ%2FWV6BcrCdWkwspVKZVROaw0qUqqoqZZcJhdTnGGxznHBS5xhad5VhNWCuturBTXKZ3RObuS98pb9c57k6ql9rp2v1as5deb1r6s9q1GV2IrHSt73T631424YXzjgPwqt%2BRn%2BVG%2BlRvyirwsS%2FKCPCfPytPypDwhj8mjctRZd9acF86y89x55jxxHjkPnXstXfbt%2FpNjj%2FnwXW%2BcHa6%2FSYvZ7yEwbDYazDcIgoUGzY3h2HtqgUcs1AFPWKgTXrRQF7xkoQhRf7uF9hPFeyzUTTSwY6EoUUJY6AC8bSGMS4Ys1Au3WaiPSGGsMtkdGH2rzJgYHAaYjxIwQqtB1CnYkEZ9BM6ALOpROAfyqI%2FDBQudgidBETXuqRIooz4DV0AV9UV4GsyivkTEyMMmw1UYGdhkuAYjA5sMGMvIwCbDDRgZeAz1TXgcmDy3YeRhk%2BcOjCxsMjyAkYFNhscwMrDJ8BQ2886gXoaRhedQvyTSkDZ7uA6HLLQBI5vGntAbGHugTc53cMxC7%2BE4SKL%2BACOzNpk3YWTWJid%2BiRo5NXIKM3fBItAPW55FdJLY3FeHBDr90606JCIU9Jk%2BMs3%2FY%2F8L8jUq3y79bJ%2F0%2F%2BROoP4v9v%2F4%2Fmj%2Bi7HBXUd0%2FelU6IHfHt8Aj9EPGAAoAvgAAAAB%2F%2F8AAnjaxb0JfBvVtTA%2BdxaN1hltI1m2ZVuSJVneLVlSHCdy9oTEWchqtrBEJRAgCYEsQNhC2EsbWmpI2dqkQBoSYgKlpaQthVL0yusrpW77aEubfq%2Fly%2BujvJampSTW5Dvnzmi1E%2Bjr%2F%2F3%2BXmbu3Llz77nnbuece865DMu0MAy5jGtiOEZkOp8lTNeUwyLP%2FDH%2BrEH41ZTDHAtB5lkOowWMPiwayNiUwwTjE46AI5xwhFrINPXYn%2F7ENY0dbWHfZAiTZbL8ID%2FInAd5xz2NpIH4STpDGonHIJNE3OP1KG4ISaSNeBuITAyRLgIxoiEUhFAnmUpEiXSRSGqAQEw0kuyFUIb0k2gnGSApyBFi0il2SI5YLGb5MdFjXCey4mNHzQ7WwLGEdZiPPgYR64we8THZHAt%2BwnT84D%2Fx8YTpGPgheKH4CMEDVF9xBOIeP3EbQgGH29BGgpGkIxCMTCW9qUTA0Zsir%2BQUP1mt%2BP2KusevwIO6Bx%2FIaj8%2FOD5O0VNrZW2EsqZBWbO1skRiEKE0DdlKKaSVO5VAuRpqk8VQJAqY7ydxaK44YJvrO2EWjOoDBoFYzQbDNkON%2BUbiKoRkywMWWf1j4bEY2iIY1AeMgvmEz%2FkVo9v4FSc%2FaMZMrFbjl4zWLL0%2BY5FlyzNlEVYDudJohg8gPUP7kcB%2Fmn%2BG6cd%2B5PV4Q72dXCgocWJADBgUuDTwiXiGSyZo14HOEQ2lE6k0XDIEusexDzZOMXwt1Dutz%2BtqmxTvlskNWXXUQIbhaurum9GrePqm9Yaeabjkiqf%2BbUvzDOvb2Y1E%2BEX2DnemcTP%2FzLcuu7xjQXdAtjR0Lo5n4%2FHs%2FGtntMlysHt%2B29NXbH6se%2F%2FWbFcyu%2Br28H0MwzI30DYeYTLMXIA2EG8QlHpAsyS0EfEToR0a3utIxFPJ3kiIHCCrZ66b0e2xEmL1dM9YN%2FMwS5p01N5jMX%2FBLKt%2F1R83l0LyC29M6%2BiYxo%2FUNg%2FEF7c2WyyW5tYl8WnhWg2%2FhyySbD5UhnDyS7OcU0dnrFw%2BDfGdI7v4QfYIIzOMq9hFtY55gmvC7jZ2FK7sEdrn6IXBuucYhjsGdQ8z0yEbWkkczjjsE5hNAIZrPx2zOLZDmKNXcXtg7EMqidAEEWg%2BSJCBBNwxvxJfc%2FbZa%2BKKf%2BxoKZybnq5vaqpPTye7CiF%2BZFjxZ8%2F7Qij0hfOG%2FcowPA1rT1l4ymWnrKmxxqfErTVrpgwPlz1kC%2BOy8NMDz6c%2BIO38K%2Fx0xkPnLW8Kx6qGAoQdL%2BTD9V9rb%2B%2Fctn%2F%2Ftrxz8dUrZrD%2Fzk%2FferF0cNt1BzctmX2FZPXt%2FjnFCQNz4Ah%2FiKllGiCMs1w5Lkg0kiEwj6VTXCDKsX9rMpnvIj9pcDecXAIXMnqn2dTUbN6w0XQ9ue6FV%2FnnXCH7S3lPWGltVcLsH75ub3ab7A8M28caNrIeOr3o5Q0yFsYL80xaa0EY%2FUEczV7icUMY5pnelAkmUAXmHYjvFWFGxuqlSaow3OM%2B%2FiYY7%2Fl%2FhVELF4EjRqNR%2FbvRbOY%2BDUGzGR%2FOh3EqmE%2FugIQQguGt%2FeMYz%2F%2BL0cimjeZfQDI3phXMbMQsqH%2BCjwVz%2Fhf4idHovgVmB8gLvjbicDcC%2FNypP536E%2F9N%2FpuMibExdohBmNwyiaZdJGoigos7GpF222xrfnZhML%2F7Z%2BylaqP63Hr%2Bm7bdUkQ6%2F2cXqdfmvwixY%2Bs2ksXFeXcE%2BiX0Z%2BIow76DBNgjJ7TOdUK18iPsPflfQD%2BDPsZG2Aj9VmKMMJ4fYRrhIaxhTDR0Elh2vA6h%2FAE6xUb29mj3sjmL72petXjejPy%2Boel60M99tFduCI59N3221xe7apOvxs6aHs7vab1IqY2tv7q2xsHeHGml%2FcV06u%2F8S%2FxTjJ%2BJYc0bWEX0ukW6YmIbGkJRMdjJ9mYIH5QIdJF4hvRGyK7cC7ctImQRcUET99fGXOoft35GYLMQu%2Bg2smnkgZUrH8AL%2F9Si217IssJ916nv14ZrJrvdxLkQvrvtBcjgPC0NXOicO8Qf4mcxPqh3hgUw3DDfdvLJXngg7N3dN2zbPJSaed3OfZnMU7dvmznp3C3bruO%2BNmue0LFsy7S%2B6265%2BfCKFYdvvuW6vmlblnUI8xCXp37CrOZv4B9gauDBlYp7adcUXB5DNCwYImlXOJJKkAdvExXxVvKEYnCo%2B3eIskP9qrrfIYs71CccBjfXRC52udTHHdaP1A1ui%2FVvH1otbrLrpNXBsGX5B89QghDyimlvNB2KfkxZ5C9%2Fem3%2Bd1%2Bd%2F%2FIfFp2%2B2Oxn%2Fs%2B9n%2F79p39S3s8idN6g0yZObwJOgKUpNB3GyU0Ls0PbRzIRq4lcarLKOJBkLRzJQD4j2090XrbA7DW8K3jNF5hlGS5e4V2D17zgss4T20egOJte5iD0bReM9yjTxnQxCRj3c5kFzGJmGbNKmwGw39IJDJcXJZGMkaAB4jyJAKw0jt5IAuIE%2BA%2BU3cVAZZrq9zhDyBrU8oosuxcGNTzCKJfla7JjNVmuSb%2F%2BtuzN2H%2BX4vlB%2BPpdfMXXmuVsNiub1T34SFbjYw5itEvVi0K0Nt9pNJUMI7SLGRhf2xipfCYf8z5OdlGKayOucFeVPeS%2Fdbo3lBrbSMmwUiQN5%2Fed7g0Ds1s17IuZC5kNzM3MZ6EWCa0DtekdJfAxz%2BR%2FOX28sND7yRMTBcf%2B%2Bs8mQCQWHya4qBv%2FufeMoWyslPA9DtMxUknxkH%2FyfTnm2CMYzs%2BCq3r7PxY%2FMXomrvTEsRpfEGHa%2BWN8E1AHjElb7d06ddA7oK%2F%2B5Mdsv9EtPms0jv0Z5kf1FqPxWdFtfFr0kHfgDX0Y%2B5PRSG7RUj0tQr7rmfX8DH4G5W28kKeJLtmQsQkuwMP1pk16EV4sl7vrMJATfyUWo%2FGwEco4rh4XFQgaiUX9qxZHrMQqKnz%2Fc2d8b9TysYrAuXpP%2FRf%2FGr8b1qwwc5a%2BeuLa6S6sneNXToG2XrEJi4R5SGs8Sq2S3d97bsfCRaTdaLwKClRHt37mkudvXbjwVrLhuYeGhh56bvfQkHpk2CwvwClqgWwuBfndC3c8dwmstj81KkagcUgbfPY8Zje0W%2F82VPWJHmSq6pP8hPWpotc%2FEexDOK3qU%2BwngPhOCiO9MJRm8TJefjelrzoKnG2Bn%2B1NCUmPE4gHFmBN9jrTigRIpsACrc9Gstg58ULkp9467%2BGf%2FeFnD5%2F31lNrt2967dhrm7bzI%2BVT5m%2BfzKhvf2MzpICEm79Bopkn07lt1762adNr127LwVqQLdJ5%2BlpQDcvHPQtVY5knhYrK6q8%2FJsiP6EuhGZdFdaNszjvpqvc%2BPI0CdjN0AXsFOC3ZfALDJwr4q2Xq%2BGF%2BGNbsxUg5NLLIEXi8otcDQcUts0D8eQ1iVDRAMBTsYiNdRIxE09EIBJO9A2xqgERTaW86BUFn0OD2xFO97FAgFhF6OoQ7prYt4XwSeUgQHiJyDbeke9IdQntciLQ1FlJMaYcUNvZBg%2BFB1ubjlnRNvl3o6IEU2w7fdNPhm%2Fhh%2BFLysUu6%2B%2BDLHkOkrSHYEjH0tEPe7WdD3uyDgvAgK%2Fm4szFFR7ch0toUgBTdWHr7EpaWru6%2B6dmbbnqWEbV2EtxAsXiZAPTtGPSbHsotI2leoM8TePEqgSQprs7AGFf8kuOkPdZPXGb55POAW1d%2FjLST9v5YflasP6v%2FCO7%2BGNAPC2BMZWmsOjp2NNbfHwMCJD%2BLPVL%2BD%2FOYlWEEI%2F9jpPddOFkB5d1GSuKZYggmCCd7JUxD7EXAzxyirYnNDLdDZoFdx14kivkvGc3579Jm36reTTvDgBnaO6vzyQ6chQmlsMoIkIQ2%2BbBDWBud1Va4pcCn8CPqxlh%2FfgtG8IPaPH8C5wk6%2FnZDv69jurV5QhtwE0x2iqOsj9Mx8B9%2F0EaUdiPfOYYDCi%2Fq9jhWRuupMDEU0%2BCtX0sDFxv07T%2FK5niBPqN9%2BtQjgEc31NGCXFeMcCEuQBIc%2FBK4CO78u7EPYvl3yaEfK3vcb6qP1R2tI7vUjVDDUdKubsSrNjYKY1qBEa2P50SJoaXiksIoLiCwnxS6EBuBde87botNfdEWwYvF%2FR0%2Fu5yCqhGeEOR2ynSeyXjt6ka7neyye8kryBSWE52y%2BRBgogrXPZ8E1yIHoHIFUM%2BAbJhE7lbMtt8ApL%2BxmZW7PwbjAO0fAVoXQOuiSP%2FksIVdFZ0aulsamKUzwPZ%2FNYDMJRBPCxsBqLzqHyneXF6Ej9HlIFo7%2Bpg%2BjUb3unRmGpstGkm6etOuDBGA5wCMefp1gTHcdZlvPBXlOslvYTp1cd8UjYLVd%2FJ5awNrIOKLnIt9MD9qdrKrWCvA6ALm3QV9VrsPm60Q7%2BRHJHP%2B2hqfugo%2FMvI2H%2Fmqr4b9tFnKSRY1Y5Ek80Nm%2FWIhr1ikKnxGz9TWXrokf9xwujfvcOTtNTWnxd0F37Y2W79tteBqZ4G5qLCuomw%2BnSr28QESCRVLTyYKILGJOPfcnaIFOsewhRdvv%2BrWa%2FWih0vlbX6Zb75T5C0qNKVFvH1QL%2FvazSWgC2s6oWXXIuUxQelKiJbowuJDQViatLmLijg9CQBMg8WiPgiw3LEeYRmm5f%2BXdnvkDnxLLjMLxtvX74C3OlwPQqx4xwIdpPx38LrlDphiyWUWHWKAzzxurS%2FxTo%2BP5wGFak62ap1PVFFN4v%2Fy%2BxuR39WnIO7lsWfwgVsK17wxrs9K8ltIKuhkw7f%2F6dhK6gQokFKhWX3urrjk%2FrnI0pgfpGMeuQIUaEM7%2BGF5q2iMkCaMQwxxOzcvU0eXbsnS9XknXvP7Gtw5dwPXlFu2ecvSHEZgNDsU6x%2FGdXBYXyOQjzZReSedeEPY6nEv9gJR4oBQJtFO6Kd0fwC6BO4LNHDeBujB6dSNcUQC9zIv2LnAzGk99bUDrdFY%2B9yGFQtEo0GQPNv6vS2drj4%2B1jHbv3aJSMUWP%2BQTZrmbNTjU8wyG%2FiXNNpskybLcJ3CiTF5Ir%2BJYzmJwE0mSVhlxbtbmvweB3ulB6Til5UuUZydpgiFVeobhU0WaBqpJ198d%2B%2FXeNRTZ9%2F1OPfG7%2B2hwzd5W3D%2BhmyjsRcUg%2F%2BCavb%2B%2BVh2ls3L7zT%2FetOnHNxeerv313vzLVqPai4nJv%2BK1FC6040%2F4udw7sAb3laSg0XCkAAs0npBO6VJabS4Elk%2FU%2BD4gTXW%2Bj0wnrMlqNamq4tMIYB87tE10i0FR3LZNhJsb7%2FR561btmes8YBCRkhYNByRtKd55mqTas9FYhJnbRGHuOh3M4QTdgQSqmgRxuzGdSvZGcbMxNQGk5C3ebLjoXIOFM4l%2BWKHmLTJwRv9E8GWJ6dYvf%2FFmEyEGr%2Bgyrr1p5zrgkz0Cw2j94Hv8Jdx7dIVegBSNtgsqGsRQEYiIBoXwD0LNvQ5d7s5Z00QzwNhqZA0b%2BtMG1tQq5nd84uq8R0zPvX35G8uRaze4jcOHzz0w1%2BQ2BIRvf6J6Kgatnrbiem%2BCFvAxfkrndzD9MFPP1GWTUHclpASUkCNAQkpCCcCgDSUDAhDZ%2BCuEkgn8J7i9nMA7pA4lISappxILKfAeSAbIcSDuN2bJcfZILqeO5rLs0MnngSHYRdrHjmaz7JEsEPw51ZqDJDmUIOZIe34WaQeegNsJn1qz8AIpT3yCjyEih%2FxELkuJ0lEMYTLVCiWpo5oYMleMH6USyYJcD%2BuOe%2BkWKpn1Qns34iyYDjkSLvgnZXcgVQNeqINXr48m3iS7cjm8tedyY0f1QvTnHHdsrKby%2F%2BSSbPY8%2FNH6vpl%2FEsq3Ae4ZU1HC44KFiI9o7CEgab%2FRqHbj7s5KAg06s39ZP%2FzxI%2FmVuF%2FTbTSy%2B3Fb8If9%2Fcv7%2Bwt91yy8RfP1QXtW5RzQn7qIiZyuFM5QfJ5E9uVnqT85TanFx0lkP3ukBAMprvsRyi%2FC8NAJL1xbIIirSvnSj4O5netb4JxmNANHPssHAcHMHsFRgEug816gDBeMbdfiuRcghqYcm0%2BXxx%2F5IAEtN3fqFF3LzAXqwoT0PN0OVTNqxo8sxMkd5Ig6k79Zk7VxxX6gMLOZFQgvpW2RrMW1D0BDihaXQ9wVRoBxPLfpknmkeMtoB%2FqM9cRc9IqmMD2XUmdZ7GSRKPUZvChf8BoykriM2MnKYbOHX8R7cLdNCxSFFVQqoYswnlWtlFS2mNkhswVpZiQW1J%2FUKFfipHGlUkM6UKBhMz1istELIHJLMSctu3ugzfaVSOjKvUgc%2FTHK4Sdg2Wscz69leKIkkrwuuWiOe9yGYKQXRumkC3qbRcMwrvhjNXgdZk3RxAUEhuSPvn3nnd%2B%2BU%2F3vlVOmrJzCD8JLxV1OHRjrZifbcFDOuRNTGqdgQm1tSNJ2OcQ04YiEXuxtII1ECSQRoQGYioEsgCfchB4ghAtw7FfJre4WZ9hkVi9MtjuWqtdNDlpMrfEG9fOT6q21okg%2Be4As38MfGquNt7oUws6Ysarj1%2FefE%2Byst86YUVNvDdts3Pv5c8m%2FaP0C%2Bf8%2FQb%2BIMnGq09BgwN01oIOAnAdagI8mBSrqk1gxTDUBOtk2ousEtBH2z4Ir2d3f6k8PXXVlt2qN9RODxRuoJT%2Fv27wm09jRYVc%2Fe%2B%2Biyx2tyzJb%2Fn3J0htXP87eSsQaf2Ly0s6Zmxela88REy1cf4273mI3iXNJ7KxrZibOm9xm6rl4fqy%2Ft27smU8tOfdW2ucBzg2UfmOIVyLIl3kpYlwphDISTXJXsctmiDtN7fNV6zelgxwnWxsVr83Aj%2FS5ki1jL%2Fa0GC6%2B2L6Um%2BaoddlNFuj%2BbJ8mH%2FiaLh8I0%2FU51NspIEfq0dohwyFXKgm4NggwQ4rRhCOUFtxxo8XnitT4cnGfT93IS8FaT85XE3H5LMY4zIEPL1hw443wz%2B1UmhTJyJGxZzw%2BwsKkKZgUiVtKOKMEb2AKHTv61FNc01PQFwKnvsZ%2F9pPA4RKTASWahmh%2B8MxwzHxKy74IRn5LGRjsPUUwTu64UYNY38caqd7HKucZ%2FtHnODtENw%2F2UfHRMaq1UUPDJQ0OKkWCeet5fYOhII1VRz8%2B%2FElg5j4Gxur3J8o2PJ4rg%2B2d08T%2FfwEzSVbyZ9XPro95T477lRKqUSRXQnauHNsISAl27oWi6Fv9z48JMv8r%2FaMMj8onCP%2FDuDZOuN%2BGPPr%2F%2Bp7bx%2B7JlbYdppcNhzKU%2F1Px5aiaGDn%2Fs1iGMaBcleKUo%2Fv9rcxkZj7DBEKOfrayytXNLYiUdBY%2BpleQXdnscKlQcpzuWluxsieeyuXIK6SdxozitWyGOV3vOHHjguyCQ6fpIYy2JwvrQEF%2FQa9Pdf%2FQqOSqCiE%2FEE1%2FXIVKTc2tzWbHnimrEd%2BVyz311Ml3P0GVTj7PD5aDnsvCvH36alEaPMePcMegXs7x8igTu4B9v7G9vTHvhCu%2FkzIdx%2BBxC0ay9zRSvoS0F2lIxI%2BX7klU63I40gLQ3w5ep5na%2BSFnba3z5D64zv%2BQtM4n4ffG3tq4aNHGRfxgrXPMim%2B5487abL7xhdseIRn1KDl%2B7aINixdv0OD%2BJSPwKf5%2BxoP6aiTeQIDVlIhMcL1H5R9PYXvprs3fv2bO7MOplCmweuiq2JRZ1zz%2B9a%2Fv2PH1Hfz9236w%2BZrPXvWfAxlj4NLLHpq3c%2FPQ3uvmvbrjG7fe%2Bo2y%2FcLdtE6VUlXi0ASb1VLUBVSUWSU4HdvAraTyS8xzM8NxvxFkXV6pUVRiJwcgC5zEeht4rwcp7ki0k41G0qlQhG1Vzlq8alEmnFi58caB5Q9vn988MLhqyVlHvLEWjtQFeupdiocF%2FtkkOGPW2ibWaBTkeZ%2FdvPWazXfOnnvL6jkRXpi85sFzZt%2B55ZptW3bl1cCCHZPD06MhySha7UFzjcjbp8fOecFCirzAG%2FyVjBX6OFIaadSjQq1nNhyIe8tVbaaSdHlXIWKacMeuZA1uxS95zILhyrxAdsXTL6m7kNQlx2P9uZf2qhufePFFbpI6%2FOU0WcP99RrCsrwseVot5mtytpf6Y0gm9sdeyKnPQ7onyK4nXlR%2Frg7H95M1upzu89DH6pgUcikoiihJ6NJKmRxV1x%2BMJiOA3YwhDRQrWU0u%2F0rvq0VYXnyCwsLeTJYBq3dAtJDavuzyoVpzZ99Z0%2Ba0uoiFH%2FxcqgDR7rUFeOrUn6Cywb8ZeNMbhLV5ugP9l0zv9UN5b5mFkjzxUcpPJCn3V402pRxtJd2GrnLdhtVk9ZSZh9W91fCSH5B7ofxPiWL%2Bj3D%2FuwhBRdyAyozeZwvQzs79soi%2BBKSnafLviZCcfrpBpLyimfLfTyJtbyruIQKD01tUwJyKEo%2FybaxkSNFUMdMkhQoJyRBQFhnUkDQSXhTM%2B3NmY0EDM7ffLIjqWEGt8lCO6mLia3PukFnghosJD5p5SIho%2FVDkzQfLE%2BIrYoJXkD19pdP7OwG%2FvoIUtagiWiZ4PAFTHHlTVhRZ7dYmPar%2BNJ%2B8JhmR6DFK5DV1foHoLNO%2FpHrvZfmWZ15RQlwvoVDKhCWNK3CCch9lfFBuAqUgpFSShmNaPj%2Bi5%2B%2BWZfKeViJfW5HnUakVL4UCNVkA4%2BETfIqx4B5xSaP2L1yn0zn2ltPn4%2BOqZGmwwEVCaCSqG53ldtL1oLGAhdMLd09MpCCF6tD6ZnAZBY9hDaYsP0jzZ0j5ZjKsF4i1UmLuhbJMCnYJPt5VwFNvmZawXjEvLJqIH8STonZjq7BZ8gKgR20C9MDFqJAX1H64QW2NEup6qgzLP8cvppL%2FNNTOBTCJABOHeWoXzLhw4Wuy7gaBtjKr9kgKq8ZlRYBS32Lpxc8vIhpNDTfyNXWybMJbn2RyQ5EmWc2QF9wmSZ0KYCE%2BcPuYO6b15Uotj2Kd4MItLS7gtFbkTdrFND6pvEZqv5Yv7jXAus7Pg7avo7KDot50NX3CPkP%2BKps8J9%2F3mGQIteY%2FLGPC%2BL7872SPR2br5fy8MtKBMHedGuM28%2FMZmPJMrGgi3Gb1S%2BSi1%2FL%2FzrZwO9XH1ce%2Fz7ZQ1WSoY%2F%2BpMb5FT4ua0Wm%2BJf%2F298nFmChEQ%2BTi71est4mq9VYI6RsymoRJKYidElT2FGnDTZvqtfhGAFTbeqEw68GqtfmbVa%2F1IFO1%2FjdWr%2F8BDRRtQh9XNjubEm4aWVpVonpTGR7PVGc%2BKJNoBIWF7kYi4gUV3r1U6723i6TxUl3n3%2FtM27aZfKb7THiHW9VzFSwHJ05VfK6Ar7kaB0XgPPE0BSkSFKsBUpaLihEWoA9wBt8qirh2VSOkZwXEwyrxZ5jyt2rJmSo9gX7cg6jsEUGJU9z9xJPOEM3uQQxKgkh35DNATnVyrmJ3mbCNyIB%2Fyox4wH1bg2DwN7q9kov4pFqny8oSm3RQbGgJ1QQTs6ZMLilOVYJ9v6Wha3HcJ9jddsXp9YhGUXLXt%2FqMDnvLpPNTXfNa60z5%2FyjXQOMq%2BlNmwh5egpYrdfZQZV9rI47xlRkuyTjpzsmCBSWNkAXVoK8sgYWqQJWbo1RLo6QH0YW6pxqfCnRgkd%2BRiFjUQUQ7poIaYoakgXxwFd9BuuI38H1xBxXSFb%2FpBDIKQFn7YB3dB36l7sG1FLaKiBdp1KxLvfswap%2F30lnVESgNnvjbUoT6w9N%2BXoio0qcYOIM%2Bheg940YimsucQVvli9NEcft2UZwGQwLuilj1fFr1i3NP94X%2BPE7Hpvtj6lBJfJ4R6NvWiaL6MgzWHxiN66DExa%2BdAdAbMYX6HVF8A%2B7rjEZIXAVbDe7PVI9rmN69JOLV1DOSvRPxWNPZBZf%2FNf%2BNy65BhYxxxV%2B77XJ2wfQ389%2FIQPgajXbwMsuAz%2F0IaQcXJavKbRqR2IqyZruXjVC2%2Bhdee%2F5vdnYOedpmVtR3NGXldxSzDSIiBVpkGb9by89UpEPKrSLZmyFDzMab%2FwXl2CNe7s%2FqCtTvWgG5kpBmCBlSzDS%2Fr8N4uwBwohRW63JTS1y32f0TQsPfXVGEHQrV8%2FNCfiOUVirYcBbIeA2%2BiF68rQIo3B%2FS628vYESr79ehzS7Q9LEL9UXmik9XVHb1yBO3Ngvt5935%2Bk1efkV51mzzrM0LL3%2F20avnwMeKuWyOUZg2TasSqZ%2BKcZQiOn1Iu2Vh497ALUVZiCKt%2Fgh6IvTIj1ZLRjWAkpHKOKovNwp00eqPROiAbiNEKieXwMLcXhVJ1%2FuzmLP4tfxaHR59cBdJVG1kTAgl9ze9QKUEQ946Hkb%2BokJ5JRDyf54Axur1D%2BWS49cLr0tTPEu7UmXrxcSr3XNvumv4yXzInXKH4F7Tc7p17Zt%2Bt%2FqW2%2B93k063X7VW6lALxTY7i1nBXMxcxmzQbabxz%2BtJo%2BwijYaIGMNS8AoSMgAPt84DdHOoMPfjXhF%2BkuH1tZvuFQrRCN07xGcXRX9MYxYchDe5BcHj%2BZ4i%2B42WyPc8Xofi7bbZJN5nJLJ5qr6IqRtzqNlM17SpFsnkEyTWoABEjz4JXOQvzWYuwdnV5LNGOwTM5v9r4RpQ8ZXsYodks3o31JBlzbYtNotisnm22MxiwGFXam5oN1n0TA%2FhRvshvTSDwHff4nNzRo9Dum6PaJbMXzDz%2Bx%2BFkj4L4bFNBb1asqsgH7Dyh4DvbkPtf5yMDKzEwyoaESMSNS9P9gJVA3%2FRTlwoMwZvxECFWxIPNw9gi01nOHjP32esZTtmXHnxvZd8ZtakqQ7ekajbXetpNa6ocTVxJtY%2BuSe69OLz77zh5bDR3xjZMzUz6fxrz1nqrZGcHQHfPVefN%2BfiK86LeXj%2BSc5lPKy%2Bk%2FvCUI%2FDaLFYCWHr6nbXuILTIsb5imNKY%2FrCm28fSMxPhkN1XbNMNZGuqwOBhtTSxWuTk6bw0ZaG86b1hKddePOKuBvmiguYBn4T%2FyOqOyGRBt7bKUI1GjioBC8aUKwF7Q319UgcmtFGIzCJGBqwQij0ynDsfdFGc3TS3BlNfJ25xmzniMkpXXTPvCaD3ZaZvyzjmZdudBostmhb0ORZNN2sJBeed1HXkrUsywueQH%2BL0eCPxmsa5ZpgRJSDZ11yDv%2Bjmbd86vxZfc1WcZJ3UkMq1BOOOVtvu%2F%2BpB%2Ben186d3GTwWAw2jheaJs09%2F%2BLNfZft37DALyrNj1wABMuUKbODyTVnT%2FKYbJ3Tpq8IrNh92dkxOj5P%2FYpZx4%2FycyiVcDYdn4JbEoKdQi9054iBKsygLW46FRGxAb0NPNCm8BSNCPjoKcj6EAus4SuP3rB%2BcV99%2FeTF6294dA8%2BTK6v74MHVpYNRt%2FI30e8QGTOOdfGWzzxcy%2B87a7bLjw37rHw1nPzp0KyyRSeZO%2BQQhInt3dYgvycjrPOv%2BT8s1rptaP84VeywdWX2T4ysr0%2F7TLIs6%2Bx9zib56ye1dM9e%2FXsZmePY3NDs9zlnNVt4%2BWgHJbbz3Livg4P9WWgviOMm4kCRT6I8vw0NbUUEnFvOuFKoxQW1gTsvFirsF5pb7qTUCx4i7VmtToveaDxvK9uOaedVvPRpVOnNz0Q6bry7uiSdQ8t7Vy4JQKVS%2BXPplV2ts4bvCwZu%2BKzgITtxepaPRzWdpv74muvv6RO0SorX6cu%2FdqKn%2FXWnrtp%2FZragz13DUCl5myiFW2Ycvb0PtsXnU%2Btx8pvLFbUspLX68mdegwmOif%2FNPDONajTGoUh6tU56HBJCTBASVvNUB5VIiKpc9kd7kludodSFz7xQbiOmMk5dOYk56gzL6uaf7N8a6MQOHm0ae6snZpFDfuT3%2FjdYzjzwkXXIVHoXNuCfQslQZqBZjTsoHMqrkE4jaYdgkGz2ATOgB3cPkSukD01DnV3ttb1wx%2B6arPqbkcNAHoFPzKUUQ%2BqL0k97pjbZv1I%2FegC9zTFbrrlFpNdmea%2BgIgfWW3wqkcis8ky5FAcRd1If5nNZrl2FFpungc8wpoCl1BpQV%2FScS%2BzjlASyUTVv%2FAJ46gkJI4bHX4lTnloctxPZE1ckS3%2BjG2fKIjkQFyzuo8jvYQG1OrGvJPSTu%2FnSp9PHNTl4z5hK%2F8gtXVKF6gEKiglgcKiRlCESsQCV5QIlKWKpr34lt%2FwkSx%2FJCmP5%2FcBKQfl%2F5gd%2BrOS%2F%2Bp91%2F%2BYCg5CXK2W4M9fu%2B%2F6xxX%2BvnelVuldIDCG0VQTpU9Dw4pRfei%2B6zWx0MLie0gPbyrkmRU7OwT16JGeyXLHqOLqAfVN1GPlBzWtFNzj0TRTCjogtP1NjIvu5habN5Aoa1k66wGpqriVetJgiGdwDZtKhnN0y4n9sXYnsqGmZfDSR15%2B5NLBlhoDaedEm7sxmpqRija6ZEEg2EAnTiAC8IrmFbGz1q08P9PSkjl%2F5bqzYqT9hMmptEXDgTqP3Wiye%2BsD4Wir4jCeoHbbp5hRfpB7BakUIppIlPCD30dR1GtslDz8OsqbXmejFC%2Fv8wu5X2myq7SJ8Avzv9DFUJySf5uNvq4%2BTi7W9D%2FOZrLChdwxmPNiBRqVjnpK%2FaGxRCDspVYKAW9AN1JANoo8wP4BJUlGqdgw6m1qPQ2QW3%2BOfU5%2FieLS%2FNuKpDU3uf8bcAXyBal5jMR2NEAbPAZt0K3hvxHBEDlUxfIGcD%2BN2gNSNx36nfqlAYow0puatNpRz0e4W2oahKzQHsjf2c16ad%2F3t2KTtPobnX6D8C8pd0MDP%2BKx7wnXqGGlLQcvikMErm6TmfsuxJXbSAxqNjOogJLQBLiKEHAE%2BJGTS3JoEhTrz8%2FCB%2B5YlupJ58aOat8Kv4JvregxwcU5Cp8GFAFm1FyOfto6GS2m1NGTS6CPNKkbsTdCBlnN9onMho55BX8IJZtEQ35lk%2BhtwN5A0V3RCPoD%2FyXAcv6pAtbZczRUA64JmcUf4q7Q89ZHLeJVZ5D1Ps%2Ft%2B0iCT3AHVtZC7JDCXfR7OSb%2FXja5H3zQbZL1B%2BULX1BMTEk3AseSpmnKEK4T9ekMIidUCRQFfcbj7z8gNLvzF7mbhQN8h6ZbRset%2BnQWdS%2FZX3k7WpS8P9sfo0iGS64wV516pOhjI6TZ2dApgI5%2BLhxywYoWxKUrykKJsIoDsR4mSrCTg0egMPnLW%2F3Q5Nn8BZEuzqEI7HK3n0%2BzFmuO3TtWQ5WJoG9YqCD6Gc32SxnbnVPfsxvrFXK2dILl7bLthDp6glhcsfp4bYvbSmj%2FmQ94uBTw0E73x2jbNRCvC6VL6GCFDwU7eWQDcC5FY5s0slieRDwtAbRsbLXbaXAuu14e2OJw1dc6jQ3ZdY8v7rv2%2FBWZLqvFWVvvcmwZkK9f5jS4muO9yR5res4kfkRxhV03L1RfPOiPtYi8pd7jNEsOpyTwxpaY%2FyCZu%2FAmd5Or9uS3DYaeqVOhH7gZN%2F8I%2Fwi1fEuLXvyNivibjuKvN%2B1Nc01HF%2F3h%2Bef%2FsOhox8MPd5SFucPjorQwXT%2BytA8EmA5mamHNFDVhBI5pjZbQpugBNkO8MvRub8KVDKST1Wag7D3xlin1ZF7LFP%2F79nbvCXFOY%2BPUjrT7%2FotsPXXZ4exdPzuhZuL5LUXVAn7k7PbhG89uz3b41X01gbjP1xwlu5rrvvf9%2Bpbs6E%2FVu7Nk642%2FPYRaAiUBdrmO6CDTBLPQFA1ur0uXoBR1INDMkypKpoTqnSMx5GiEdTEaSHLs0Alvu%2F19%2F5QW9Rv1U1ridT22i%2B53pzumbs%2BXFFXYC%2B%2BCGsTj5JUT%2FGCgRt3n78i2n71FHG4%2Fu6X%2B%2B9%2Braya7os3ZbDmgWfXun44e%2Bu2NZKuGZ0HiF8M4TlMPR%2BEU6rPKRJ8wOU2RFUFLex3egEsz3YqEAq0cqhAAW19dBZIlVzR61tuIdTnpXH7l%2BuXrbjPUyep%2B8cl6aXKWhPHpDcXl9KiTWDNr4mBQc8Tq%2BNzK%2FOKSbsfl79o9G20R%2BbrBXYvUg0rLHhtrc4TN81TTOWSZ0gL1ZVlOYH2ery%2F7XVUjFMbzYpg7UswcqJPQwBd0LKLabJ8IaCr2otcjSkIrGwootKECaUd4XH1%2BSdazRrfddkBU98t1htvWrbjqSqjaCguxrffM%2F5zDCpBALUycmajhd%2BR6ww4SWafuZ5eU%2BtPid4lgd3gt%2Bb%2FY9rQoZNmiXYPXyRHbRs8zX%2Ff4WIFjWZJtUdSD55AP3xtXH%2BZipC0EqdBGDA4CoYEU6gRLGPU11QhkLTBiEYPiqOeQgwTCl9aok1Qr5pFf71qEeNxjy%2F8F0GoqYPv75Yh9j3x4DuJ%2BuEzHRpAq2lMqb%2BqfTdiq6kGtzfOWsv0c7lSeMXDHBDe1MT%2BLUgx0Pg%2Fp87u2UicdIvqQi8DkxhcUwUXCedMpb4NQjwY3npTmgsURJavLwCRyEcN2HfWsDVGfv%2Fu9ZUWUx%2BPYFueUKwaNvbtu%2BXps3eVWbN1GcgVrdMnWJ7WmJz9SD66EBidag0NF1Ukep0t5A7sFCWdhzvYwHv6L%2FBehXuHqfaBwBEU7hfVLcXvS4VQv%2BT%2FvaSIl7cbeMc7ekv9i8S3e1L5xxpvMGcu1EYPbKyCiijjGXcDKckm43PqU2qNWlXusZMiqF82cuVzolUHN9NNR0HZPxFPV9V0wLtvq%2Bk4DqOwVWDlzuQLVdqFiP08cRX7aRlBVfR8cb55bWe5LExnlcsDp1vAP8Q9BucPMk1Ulh4GnN0SAdxcNHv3q9ohx1Ati4S%2FtkWjIDe3hQdkUGrGRaFBiUdiTSkI41UkMuuQHP%2BEaSQYlPQTFWJF03BNPpTu5KFAdkWgDukzsZKMG0Q1TAQQglScOaP%2FdsZ8%2BfP75D%2F9Uu5Gs3FY%2F2SxPld0DHOciXI9gqjcEidXjE%2B3BLosy0OcX3T7O5g65ROGyzQ2BZs7WbZVnO5ydLe32hMwTQ4wnnKXW6XW5LAa7oaXOIHoUl0FgLQLH2by8wSTWeAx2Y5PDazK3BqZbeJZwXGPaYhX87ZNszoDdaRxotXO1nNlpdvAPFWHDm8PqEE0sZxDEqGzxisFNnuCWetPcGrObN0p23tTZwMuRVodSV8%2BLTrOV3eRvzjQZiSjaLYS1WEJe0kNsJlZu9LFun7%2B%2BwW4gRDRbaxw2nrOGm%2BxOj9cmtbp9ZqeTM1m8UXfQQCSTVSQox6pvtjot%2FFpHvIUjJovFEoYvHYV9C5Y%2FxN9OfcalvII37UEhTbTg%2FAQIaPb4Vz6j5u8%2FaViycMod%2FfkDcpu8QZbZoeBi%2FvbzP3XPsZvOubMtaPHkD9jt6%2BU2O7vqU%2F9C9SMvgrXpQNG%2FE0oJxun%2BCiElUa0IKQSUwERxOntKSV7ekcuh9VBZBBo3VUcB58ofKBHCwLyf9qFosz9Ibf8dGqwaBMjRig4SGOZ2UkWI7UiO9OfUPdxOYFApUZyfpY7mgEc5rtNGGk2H1lPhAk1Hp%2FVAMqQEHEUfEYkkUQq1JMdzsX7kklRrTrUi1wMcDjmu1YYfATj7Y%2BpGpPEBXuoQIj8rR9mgCl4C9yqmF7xnVWxGVniNqtpVmXBvQ6iwni5YQ8a1jYrXtc2J13HvgkvqWxuva1sbr%2BP2S5ceKGyBwDv2DbrToe1u6BkAJV7xnVLUaq0sJB8pFqcUIPi3yuwxi4JuLr%2BP30f3OkPQ72aO0xYo3%2FEsmO3QO5qEF8S0qQH0UsKXv0brnl9%2B8M7jF174%2BDsfvPOl1au%2FRL5%2F9DsbNnwHL2pHR1NTRxMZhJtHktOOxLxErPF6YlLvpC9YP73x%2B4ofw%2B3xVdrHcDE0dQQCmCRgvt9b35xINDf1CDcRSfJ%2BpYl%2BSf8YcurfmXP5F%2Fkj6J82jNsrkWiEuhVlgFfyNkB3S5MUzLhoNiwSCYcxQ7Ui4J0Xh7fmqRbaPa1tzujxkBRlsEHy0%2FOM4pYLPb7g9O6BQJN6l9zQ0OGyCaZz0vMTbHOzXfQ7a2tsterTcqxeInODoemdktw%2B1SbVhKwtW9ffe8VKadK0OVuC3bWzyKm5LeddsWTeorWyY9IMtUFutdu5g%2BRn533qkocdvLs2HmhU75br%2FMmWtD8zA3OP2t1ea636jEzqYxJZGAwFiDEd61oTsrRuW3%2F3pYNi3bS%2BRd%2BGjOfVpAPNd6y64Gsz1GaZleWIPoYL%2Fv9mTeQBENVEguiF1aC4YeXxFETw6QyPfn0m9g8IrMFAvKM1EI11DARnbqibHk%2FIojy5rSdgCyZi06y8sS024PeuO4MfwQ5Y9yKRZCqyYaF30vzeHlmUprR21tR0t0yz8KZY66zWuGvxVQB%2F36kP%2BK38t2Hu6NQ9SFJfw0AdpqPEK2qTMpf2VCqJwqPoJezTL824b8akoL%2Bx03nhh%2BoNo5e77psxg9Q5LzebIKD%2BfsY34f2MtB9fk9v5b8PT6tYrgv4kRPwd0q9z3gdJSJ0653KjCYPwCaR5aUY63eW48O%2Fkdo33yxX9wCiMv2QTrk8eGSI6Ag6moG9t2P%2FF7GRNlDjl0gw7pJ5aOXXqyqn8SENnXBmbSwUYLyqJjv3UmY1nKr4t80no0faXsaIEiF%2FBRaIBnItSce4OUif7W6Vm9T9H1X9Vj71BEm%2BRdmIJQST%2FZfVdudUvh9S%2FqqNvqT98g9SQ3lHibZY0mRVHooyDN%2FFHmTgzjdozKw28NwQ0hwN6BCoPKaEk3YtKwNhwRLXuk076CGoZNXDQcRwZvreTZY9EZi%2Bd0s4%2Bztv8iei04JQl6ZbDD2eHV7X4uHuFVfPrOmcs6m6Kr7hssr%2B1VZFcEZ%2FPdJkn1hOs8SXS%2FNFFgqt94PIZzZ3tdaL6Q5vo6piSzdy737pwsX1VyxUrF15iJ4uNkq%2Brbyg1Z%2BO8VsNC1UmcvORPRfxtPrfRwL2p%2FoA1eZp6Z%2FaGffoewaXcA%2FxBlKlQLfhQL%2FoPgBGP3qsA7IQS8qDVNswHKRSheDUvA3Q7MZoRcJMxlEygujn1QdyzfPfq3dEp%2FbXh5e5YXW2Ngfvza0ZF6UgFL%2FE0fTq4LBlvTE2qb%2FKuuzYSXVnjTfM1osvqMHVbm9950quIZlbqaL6YP7jk3kUtA0GnX2nvq53f3WoSsvEdDRnULgo2fN7lNZJgI8%2FVWi33c3bBZnGY05%2Bdm%2B3qc7fNmj4YGKLj2nfqFP%2Bg7jdDlxEV5XsJQZP6hYrS1l0VQr4c69Xueixp90gnZPmE5OF22j%2BSYEWHlZ0K%2FHgsh%2FZtsbh6h2DNRlvv6jJh9XaJaHCZDiUDKNTMkvb8vsqCyf3ZNdSmO0fa0Y4baJTtpbKzuVzeeSI7fCKr2Z0WypapnXJ4gnoWy3PoUIlIQ1TXdqhQJIXp9Wx5fYdpeWh2TY5D%2BYVyKd0jw3iumwi%2FBC3cEy4o83QlZnW79MrCgCjbhWXBlRZVVZZv4rIKpXC01HFlHdHLoeWVl6UVc%2FJ5uGm6CViW5mulYMk%2BHqNYr0AyUPivLg2oMs2MPqtuhHyRyiwvNJej1Br%2BfcLyoAyu8D9B7bgmzUqfFobF5nKnK4%2Bt8MPJkI%2FxHUNWk117jugWF%2BxazTAALQn6%2BUE9lhoI5ApGA%2FiuJOsrlNP28SVVuBVajXmircLel46w2bJS1Q0Ft0KDuikDFL%2F3pYrid1Q4FvofwRIo4R9h2ftSwc6jHAMqLcCql8YPHtlzGoByNXYN6v8hXnRaOhUvx0sVLCexwupGDR4NOYC7PePa5keIPACnuAdD7dEadRuTIiS6Lb7uskb381My5yjzF8lGCjBRqdwrWJCagfB3yCy7XT1i92hbcZ5Ci1FJkgYMDf6n%2BjspIsHFjJrTOdzSMuOa9DbDcj%2FnH9N9bIoGVgzHPWIQuFuYtaMRaq8eCKI0gEF6lPOZjBz3EEvaaxwSUT9U%2F8JbJZPJJLBLolH1La%2FRbF9AbC8JJjv%2FmMnssKjLRBJyqj9QXxNko0Ux%2FX79epfiXkm6fmKwF%2Fen1HLc6LxloXWKvGa5rVCVL83VuiPcDEX%2FK5pTXOxHfx6HHB0t2FI0qI2rCZFTrvPWU67zVuS%2FkTsLnc7IKhFg30e4FOkqNSfH5PtkmUy6Cpiv%2F36k2sbqCeCFNa%2BURpoY0sZoYmCgCr3qgZz6s8I0gP1bYiR%2BD79H56NOz0EVWCTy2%2FfffvSCCx59W7uRV9995eqrX8GLesOXNm360iZ%2BT%2FEl3uZqL%2BFyzSZ8XxpTiI%2FG0nkT4zznFZ0t4ipMz5v4q9ssqbdKUZt6u82knPCrt6PZwsnn0XySVnyPR1ZXAn72yx48bWJsu7apnI3Hy8bygUK5Js32qcytapqgmn95uexccj205vGgJ%2BeuOeG2SORmKZr%2FqKzcx9SFctMJdwMUFZDJITs7dnOp1EKZCxg304Cevyfya%2BvlKqv6aXK1qIj3imL%2BL6hL%2ByvUlFfE0VKZ7E8gBY3M%2F8VoJCFgizH1W6VyC76nH6b7jiibYVxUmVIEspry%2FLgZIlCeP11Z4zs%2FAwvVwtGFEut5S1JY4lfyT0N%2FevOLo%2BrUEgjcqc9IkGpQbv3iW7Co5b%2BKgjvpzYdH85PLcc4X21ouwEGl%2FS4qnUAvoSlXUUhR1eKr2VWFTB%2BGMl6FsiQsVD1R3urlAAIoSn7JQkmiVVCHSpCwDH%2FqPepXQ0Db77CJOAImohB%2BRPWr31ev5g%2FkE%2BzTa4lbvZo8xdWPffQu9yJTPCNB66s%2BzXoJt%2F0L6hSoCuBIoK8fnBGG87OoRckJpLqyWe4YbpGi50g0%2B3I3UD85Oa0fzubfoXxPLbW3FDWzigmyJeM0tQkax7PqTy80%2BUxfUHPlBZIRVNQ%2Bv0xRm8REKPoLmNr0%2BUo48v9GFbXPKylqQ2IKm00QddgyWGMROCTxdLB9nCY8P7j2DjlsV%2F%2Bmfr0C0r%2FNkeXbbpPlOTBBwT0mVz1zx9S%2FwJecBF9Wgv3p032iP2v4VSgfgW2G%2BHUEdEXU6iq4CtpLJfIN9XQG8dwa1VoO8XC2SrPDDyCOQptXgbcPvlAgBfxBoGwftQKeKFrNTASPt3pGGqDt%2FQRasn2kri%2BH6L80MJRsmVYJrAKyDItpJUy3%2F15WYIJqcJ9Q5N%2FLFJ4c3dc1URpWl9hW6mu50MUIelg4ucTPf15zs5DFo1c0VSp1tKB9jkwIyuM45kb%2BIP8gHed%2B6jO3v0KbIknzLy636E8KPTdCuUpB0wLo9JKnAO6pv0vS31EtBha%2FfJemkgLVVnd8KCk4qBTpQ5m7FbifBKrPJcq0pZAFVG%2FXbOFz%2BTcq2MLrcmV28Nmi%2FOHskh82bau0k8eWCaPijQPWQ5lUvslwVCfHkXBMIehqUgtDNLeauH1huvZTbYmw%2BluPjyWoNGEuxRLR7LK5fSyXFUyK7PURQv2v8D3XOt2NJ6liBbmPGOsakw1kbeOs%2B31Wm5qpH%2BiJWSzqdPr2O7zc2TmtnrzCig6bBd%2FvgQmzOlz0STWIlmZEQfupogOZFHUZ7EkUnMn0RrpIMqAgHRJAOjIJ3yGw1I%2FMAp9q9S3Q%2FclADNm1wEeO%2Bxbwg5OIYHZLY3ehG5lJk2xhco%2B6JWybpEVz2wrR6hZyD0QXZbeDVB%2BonmlimpkWprdAs4WEZDSQppsDlcdCBJJESIYFuAtUnC4GIF2C3Uu2Kv7L1bdz6FxtqxpG4TqQOqOUNAJ2HLvPWA2GgDy4O4vaDrtyl6P%2B1fAll%2BSyFcQ28GHqh7fvvf37udylf0fNwhzgz87Y%2Bcf5x9GnF6ygHu18sAbipWeF0YPBgp2GaKeQduxxdEr3SgbH1kvH7tvqSLhedomOvZyts2dw8acu3dY%2Ff%2BucuMtCuP%2Fe4zC4XnH3OLZ8ZuxTWxy8dJfU5dhDeKPSlJy5pn%2F%2B7u3XrJhmr9C5CuleGflGQocKnlAUaRKp0BAHV0ZwUt9VCqk6zYOgRIuMfePJzdmBdpPJ7%2F6B23%2Bf%2Bsp9NMDZevovvfYHG5dGPISQq1DojqNckchVrCcCYz%2FQ0hI0m3NKDRfkgsrnamo%2Bp0CAq1FyvC3a3Nak%2Fs5VX282x9Ufy3E39VAx6o7LpCvO2wK%2Bch9jNqpJCutcIOooKnYWtDK8gTRVYygRQfwgzKM5%2BjP2jOZdx3r32Py7rQUPOzAnoRs95NvRAR0qLGU11Taqu1bUYSzMcWjMEir067JQQHfIrLBHsrgv00%2FWavd8HRLMEEYFSW3HCSNQehnrHztKqHcDyo4VfZ6gPKCR%2BgufwA8GegxUEo4A%2Bgd0BASHiH6jYMLIsUdQJTs%2FC641KN4oCHWolCMLlMfIdtWKScjx7SM5LD9HnfmhrGI0S139UWfUnxgOXdJFW%2BAMcGjKr6eHAttHF5sUoeArYKDcxMSYcKA%2FxUDhPiEOEAPafSIUFArN0r24ynI91EPARDXvIDYyvqZaWeroBOUABQA%2FE%2BDXC7PWafDLQY2oiwpUEyj4RQtVlUp1GrM7In2p2A7VuiOW6otMiGOo5Mrp05ejVuTy6dNX%2Fk%2F7mybZQ0nUmfrbx3U4KueDnlHm5wdh8FFeKnoaKKh%2FTK18StOPhwG9Xo5mqXAxvw%2F79YQwwDR%2BnAKQQ4izVXioB84qcppWB7IqjU45z4CE17OvF1Dw%2BoTFqxtz8dxwtogBnF9MjIl%2Fin%2BK8s3hM9laIn0TiCbTAXL0T798bPXqx36p3chrv0O%2BGC9Xaj48Ecv8U8UEeBvUEsDlTepiU5OvlpeNGvpnKF0RvUooWhIjnx6GeBapXCQYTw9DNg6%2FOC3gZjp76oNTj9Kz6Jqobxb9NDqc08vcKReOpcsQV2K8InXFaXW3aI6Ofr1k48rp7CX7rx%2Bv1UKPsfvzQU0Kc83i2VdILmd2%2FyX55zT9luN2%2BCu4nKfwPcK%2FCvDVU%2BpHh8%2BLaldIf1fA5h3ndT6Fln9%2FW%2F9Ce1vndfvJtnPVO2xhm3qbafHVCN1X363UXHq9xuVD8OSD29Z8pZ5cZrern9cAdGW%2Fuib%2Fud%2BVK0L9a42r6C90kL8KzxwLQw9NkIQJL0ASU8M%2BVG0KsUdgdvpgP%2F6NqqP0%2FgHZFUfGEijZLHpiIgvV5%2FBltrj8Qd7XQd5p4P%2B7tJo30NMO6VGBwahSPMYiaaBYoLY6uEnciyhhh1Z%2FvvacG%2Frjpsvnpzs0B1Id6fmX8119l88XnOxe%2FuGrzzHcdu7UtY3%2B2vmXN5zUyj3ZcPl8p1sZSs6%2FnGXtwrV7Ka0XZdz83fwjjINpZWYw85lL8BRK4nGyIir2RiOsEyipuEcIakpGjWgBjLiHWOgj0Yi34gW1kKPxHt2Na5q%2Blwg1RdRSpFDNzosb44YJXnAfoEOpZW%2F%2F6u1lhYA6leevezbI26zNHO811M2dc5HFxpk4i1jPC0s21%2FBWW5DnPQbn2X1WK43%2FaM2n18DfSoybbNHijFpamzXI31eRibGUOxSu%2FlT96YZlq1Yt20DaSBuG6knw2eusHs5EPBfNmVvHKdaQzcDfz9ZsXmLDWGXy2U5OsYSsIn8CS12jQIyD12KKqZrLPy7mSPdICmd6WGHG8NDZkkHuE4h9TU8FpmUO%2FVjC%2FEinToFyoNDz2p9XD6g78WgQdPG7Z3R0T%2FZ5dTM9lsL8Ktek7szl2L%2BgQwGgwkZHc2g5Su7NvVqwGy2Ua4KSXUwt1X4PaM5paaEu6jQ5zVFyNabxvUksVt2T%2F4VeamYPlLtffdQsk%2B2sUTY%2FzDXl%2F05W53%2FBz9UK3p7LjapZ2ZxOm%2BUlZXrL3HHGqO8%2BwVroDaCTTnTxitMxmiAAYQzVJQH%2Bnj3oIHnPaN6Zq6sNSLjBl8tKgVr2mj%2F9CWi9dnKca8rBQBsd5R1tzVlgrl5pbnPw6kZclCr2CHxMnHohLz%2B3KRQokzALyeIKFU1TNCiayJdoHvDYe7K6mZLm8S3uJ9dojuaJ62%2FqN%2FtjQxnSnhnKPw%2BLNrLi8ZKyJ3x1YhiI1aNAtP6NzCGzYv3DmaGh%2FLvQZnt0evgIhTFV0kE%2FPYxAnOHhCQUZdCWY5JWJwMzlAGl1mpNbDU7yyGnhRMILsYhH3VRAijrPcBU8%2FCj1Y9NY6cnGVW0CjTLaz7E3epvaT%2FLtTV72Rs%2B0WVVmd0dz%2FMGTI5F0OsIviaqDlbbO5X6xT3PeXbXHRtf%2Fz%2Bfdka%2BeKPr8KF7IF4vBsT9MFPuPJMBTBMq9hQxXelQ%2Bbewnf18ap4Ib%2BmSMrtDU5zqlD8QANa5MBGh%2FOwOvSDfcV2d66mfEWsbGWmIz6nsyZDWQSmqmxDneYyvjHPmRXHZxeueyRGLZzvRioKnGto9nIPkibAJA16adcOZRQr1iAP3bUyBR7T4RgAWTKxhkCYFwshq%2B7iV9r0whk50cmRcTg4fy5x4OmmNkHndIA2%2BYuMbmE9dwGYB4KFTsvnDE6Ah47r%2FfE3AYI%2BoXADpkdlENcZ8OZEEf8FFGZNxMs6ZLpG3SUFLL7Q2kcFU%2FA%2FJsw%2BvWDa%2F7emewLaoeibaF1B9qUNnuqWK3%2BUfXYVL1v%2FomD15xxeDkPnXTOKSVcCbDGtOu0YQNpGAP7U1HU58UrqGu8xIbHtkQ3LVhb7Dx46ET3Ffcm1q0YcOizNmf3bC3VjWfAcpSv3MyTlgJ23FHQgmgvk%2Bgk8pL0mcCDOn08MDAQlf%2B%2FSlTZ1z12fnqntOhbOTL9%2FZdevbAPN%2Byby1f%2FuUtC%2Fixm8ZBo59LTXEW060hGrTDplNprWd58fwB%2Fb%2FE27BdS%2Fs7U%2BrGVCeQ46nzaw9QccnmZerGZZs3Yw9aVHt%2BKh6HN4ti6lxIhT%2FwahnZtWwzlY9QHQ2c79C%2BdxzvVDKy8GqKWQERO9YAKbpsDUTLdWV5dE8PVPjvj9pqw7ah%2FPFVtkit7aj6G5xY9mfJrCz1j1e0BcnPol4UjtrCdbahIVtd2HaURujnFJR8CuOuUUfhrGhgKKgjCYNSvCc1WKlEp8wHUaAYynFNyzZn%2B2MnYv36dbMDBTonl%2FT%2Fma5IKAyEGz%2B4eRnVtaX6tss2o34u8mWorFtuFgm4A6qK%2Fyp%2FgLEBVat5WnPDdKA574ubuFJ%2FIUfZ%2FY2Nt6mN%2BZNNTSTaeI56gKwkXerTe9DDHUw8%2FH35FY3nNN7GGuBKWhrV9ep%2B0k1WjNWVaHkW1yA%2BQHWNu8rtBw2a5YXuE40rs7%2FGA%2Bj09V3hA98yRnFPOGr8ltGlsFdD%2F7tRce3LH6Trcneuiy7K7J3khKu%2B3qUaXPWaX7T6%2FKfj9BX2eZq2XAcZT79u1ClJzUtHUqfqSMWBcZS43Ena0cUGLgpkKxB1QM%2B0Fxz10wgg6r5rltnFpH05pepUq3Y2HfYqeKRntmUFNz%2BXmcOs1H31U6cC6RTVLfCg7RNBF1UF2%2FwBgu0fFQtPEU1sSg3VcNsR7dWq3af87tUFn1l3ltXpaJxpNvtcZkH2WmMst3JqRpxUH%2BWC0E1qOGtP66s1MYv%2BVLu8%2FXFXvV%2FZbunYYBeVN64ls0ur6NzpV9xzlmQwB5qC4Tq70WC0tk8dWJXeHvkD0h9zJOM0vD86%2F1NJMaIAolctvlByferCsqOKDKceOfUu1PsmoFCamV5mCrMUOCi6V6FJosMF22AcrKJgQDVhfYh6tepp%2FlYgvnCEAbJQ1L0rOpajEmRcasMiPfxhgGoVo4rwreQpV6fUJHH2e8fa1s2c13Apl1b89a58ozdoap2sjgLN9uISl7P1DrulyeIkt0zr6JjWocoPOZsaXPb6jtqBblsgsaRre2xHi4nELm0MhG1%2Bx1SXwLpFi53b%2BaHRYo%2FIrbZtuWAKu5cSEXfybnnmUCaXGTpQr0xK2O2WWY76f%2BnAjNVf7nCZHU5XqIkTnpt6VtvsFlPXg1031g%2FVRdpkkyVpD7jnmax88QwDvg%2F66NnMRdRXTcGTmQc3cuINwN5IQqi0yzb%2BYFVHuVqI5s4ADfg5oE4ybDLd28mFSFmYvRoomsWXEdLU2Wl3GJy93ZNb%2Fd5gqmNaqJZSO1l6PVRy0nZIj%2F45EetjLguh1rLqR%2BSK0hO6NrsqcNX8zoUdjQYDJ7tb4os6%2Bi%2BY0qpY2AWlnLRDWdGFTfGY1gV0zNAtJ7pdo24se0D88AwLY%2FgZmE9iuP4V5v7CSR%2FRThaHLh%2BUeBkXwU6BC7lGOevK65udTv%2BtS%2FPfW7qj3ljTcj3b9OkbV85t8xsMj7Ddj7DGpthZKwKPvso%2Fc%2F1K9aLE12fMWLV1y1D9ua8lyJdWXr%2FbG%2BnoCFutf%2FmLILe39ITUV4igr3876fpX5g2zeB52sWnIL4fXHlgeUzOx5QfIvJQyrKQE9wHUqVq%2BPEaOrz0wVvNbJZVSfsuMzxN4l9PkedFzw9V5Dj%2BnzpgoT4ZxCxJfC5RWLc74YVHxKlExCYt0JAOMatREhHBSCAtSfod6x6Ls8HCWECLwXZ9nd5Dz1T24JUdWs6fU3%2B%2BfcnT49Qe%2BkBs%2BwdsMZgPXMp3U5S958snPP%2FEE7bvkOPCuTUDTUQ%2FUzirLhML9yPahoe1D5Fj5jWsaoveyP00PehdUAHk%2FseDVWsvDWXXXsyn%2F4wfpXc2V3%2FQxli3jl%2F5hj%2F83avSCfpTNxOEKLmTjxOEKuxgNlsQn0xgct724mhynupNW1Ph6o3RYS3%2F%2B2TJrzLlkFz%2Bip3qCHKf6eqW02QJLjBYuuj4sobhCWqa%2FYHGEHpcnumuWSOhxeaL7sOakNR6vvmo%2BYcfFA8UFXEPZf9UjyudIOyNwx%2Fi90DdsujS%2FFX2UAwvWSVK4NxaMhAGw3oowp%2Fuc8CTi7D2rBgZWwb%2F60faR7SPsEbjkXy4G0XaqhXPwe2cePjxjxuHD6ssQuR1fq6PF0E%2Bo2t1nePTn8TUmxz%2FA3crMoCc7egESuoTHYc7mYdg6etORoOhR7BBGD%2BqJopELrl4S6cJNRtEAsLP%2FOdvnJq0Wo0GolY2Et9VFB2Kf%2B4bZvVyxfOMz3WdFfSIryj6DwWghre7aQbdiDrkTL3A3vNDuDpk93HqXwam%2BbWmUJZfNn5ozKV5Pmmq8PF%2FjVY%2B2Tlk2M2RzSXKjmbQ4RZcQavEYrN%2F9rlXwtIQqzxQNMzPPfHYLvuPoO9TbT8bpGw5CQPGd%2BSyX%2FCyf0Vxjd2R9NmsunnXYa8xGHzn%2BsSfM5J0y0DZEXWWxkXjcR75KBLNLHi7XvX2G8VOrf4Ykg0AMdBESIpo7MgAfyakA6rkqpI6UjNs0px7cMV%2BD5BF49Tez1VGnYmq0WIijp985m4Sn2gJR9b07riPPFo97OYbUZbxJCpot7H%2FlpZBicglCPN7WOfJkcHqc3ElWqvvz%2F1E6bIQrG%2Btz6WkM1SM9FBTR7FSs8KyBBytSmNEoquJNFN5EQyTiCrnKDx1h58yxCepPHU5nxGoxEQeeOZi2m80DxNxncVhr6BmEfUarxejw%2BWSiHhWk19bSY7aKR5MsteblJpfTLtjimBouXsm3d3djjYM%2BwEW0El9dM%2FueVRWIsXwe43R7SgbVZqrnqoJ1X%2FkuF7pcgf8duv4q6vayV5U9zMV91GxO59UUjW8rHV6u799WzKMT7umRCXbYUKM%2BfoaCcwgaoqZUtmodV3p%2BX7akb4dnU9B9La38RPFUG2SCC90tVA4XwEFhyOpZZrUCsgWYHsczLFBBVGNtstoN1bw0Z%2BO4fYIbvZVt4EUcJEKOhHeincWqONw%2Bq6w5Go%2BWGOSR7LhKV%2BKBqbBPpfUvOf9QqkpDyVhBeyyZQGMsdA5FBUqvFMtUyGq9vjnsAJU4UcrxldP1CCaofyDkSAifoP5QwWx%2BSyUGxp75BzGAvtG7uQ38LehlyEQMeh0TeE6Bm7tYdXqdkt0uOb3kfYlNwmOdDyacOq%2FqlFo1v%2BPTmTi3E%2FglC9W11b34A22zmLzvb231Q0L2Bgg60OTW4YdstO%2BYOJnO38TtpH7zy9ymokWyA79qlVSn38HtpFlImFnhu3b4boNWXklOXV0Iwo7lQ1hrZyPFcwtjwFP7iEKSHSSJw509kh8kj6pr%2BH1jR7km9vcvqN9657vffefkv%2BfKxge1X%2B7RdjYUPIESN7gTvRkB%2FRMYtEkaVkdHApmdBPpnKmz0n1xSWFOyVIuLrinZwpoCRe6kyiVZoHX088F%2BUX4%2BWKS4iBTP0IWxGtZgOdMaV4KTayqHQF%2FVihBwTbgDXTCmKoOBJeNhwJMzEVjtjIFLuU38fPR7hqNG1JS7g%2FqRCuy3vmQ3W9Vu8qbVbP%2BSzazGRJH83MzP90Ck2m31mMjP8TiLn5uwD2Ugr2PFvPQjB5BnSJvQxGQZZEB%2BLopqzGzDbMmbkAPkZVJjeO5FzOSBKCgJze2ZS4Gemc9twrwY6u9H61iUQTcRvtdT9RW3tRxAWwFs2tcuJRnI6xjmBdWjbgFNRHMHiF1uHYBfUR%2Fut5Ug2jXAaT96%2B9RH%2FFToRwIzGbKmVJ1AZQnoabSB1yyIg7ByAridHApPMjyw0OiV6RjSbCuzwLAvFizBliWJua1tsuAgvNPbmljYbpt8lkWam7b3XZiOiKJskMOtmfScnsbPW208knwjuXrXK4Q1iKIgNyYXXDVT9C2Ye%2F78GQ5BEEXfFdde2RwauOysdJNL5AzCy84ard%2FnGAVN8alecnFdgu5Gbd5DJTL%2BhHZK0vApVy3OfU8XTSJg1TlssivsPYUlIqvn66PzrVTymCc4wgF6SDNR0pDf%2B9Gp%2BVnsUH5WtpHYsuhOaey8zdwLN47V8MTbm78g687%2BP3cx6tcAeNpjYGRgYGBk8s0%2FzBIfz2%2FzlUGeZQNQhOFCWfF0GP0%2F8P8c1jusIkAuBwMTSBQAYwQM6HjaY2BkYGAV%2Bd8KJgP%2FXWG9wwAUQQGLAYqPBl942n1TvUoDQRCe1VM8kWARjNrZGIurBAsRBIuA2vkAFsJiKTYW4guIjT5ARMgTxCLoA1hcb5OgDyGHrY7f7M65e8fpLF%2B%2B2W%2FnZ2eTmGfaIJi5I0qGDlZZcD51QzTTJirZPAI9JIwVA%2BwT8L5nOdMaV0AuMJ%2BicRHq8of6LSD18fzq8ds7xjpwBnQiSI9V5QVl6NwPvgM15NXn%2FAtWZyj3W0HjEXitOc%2FdIdbetPdFTZ%2BP6t%2BX7xU0%2Fk6GJtOe1%2FB3arN0%2Fpmz1J4UZc%2BD6ExwjD7vioeGd5HvhvU%2BR%2BDZcGZ6YBPNfAi0G97iBPwFXqph2cW8%2BD7kjMfwtinHb6kLb6Wygk3cZytSEoptGrlScdHtLPeri1JKueACMZfU1ViJG1Sq5E43dIt7SZZFl1zuRhb%2FGOs44xFVDbrJzB5tYs35OmaXTrEmkv0DajnMWQB42mNgYNCCwk0MLxheMPrhgUuY2JiUmOqY2pjWMD1hdmPOY%2B5hPsLCwWLEksSyiOUOawzrLrYiti%2FsCuxJ7Kc45DiSOPZxmnG2cG7jvMelweXDNYXrEbcBdxf3KR4OngheLd443g18fHwZfFv4NfiX8T8TEBIIEZggsEpQS7BMcJsQl5CFUI3QAWEp4RLhCyJaIldEbURXiJ4RYxEzE0sQ2yD2TzxIfJkEk4SeRJbENIkNEg8k%2FklqSGZITpE8InlL8p2UmVSG1A6pb9Jx0ltkjGSmyDySlZF1kc2RnSK7R%2FaZnJ5cmdwB%2BST5SwpuCvsUjRTLFHcoOShNU9qhzKespGyhXKV8SPmBCpOKgUqcyjSVR6omqgmqe9RE1OrUnqkHqO9R%2F6FholGgsUZzgeYZLTUtL60WbS7tKh0OnQydXTpvdGV0O3S%2F6Gnopekt0ruhz6fvpl%2Bnv0n%2Fh4GdQYvBJUMhwwTDdYYvjFSM4oxmGd0zVjK2M84w3mYiYZJgssLkkqmO6TzTF2Z2ZjVmd8ylzP3MJ5lfsRCwcLJoszhhyWXpZdlhecZKxirHapbVPesF1ndsJGwCbBbZ%2FLA1sn1jZ2XXY3fFXsM%2Bz36V%2FS8HD4cGh2OOTI51ThJOK5zeOUs4OzmXOS9wPuUi4JLgss7lm2uU6zY3NrcSty1u39zN3Mvct7l%2F8xDzMPLw88jyaPM44ynkaeEZ59niucqLyUvPKwgAn3OqOQAAAQAAARcApwARAAAAAAACAAAAAQABAAAAQAAuAAAAAHjarZK9TgJBEMf%2Fd6CRaAyRhMLqCgsbL4ciglTGRPEjSiSKlnLycXJ86CEniU%2FhM9jYWPgIFkYfwd6nsDD%2Bd1mBIIUx3mZnfzs3MzszuwDCeIYG8UUwQxmAFgxxPeeuyxrmcaNYxzTuFAewi0fFQSTxqXgM11pC8TgS2oPiCUS1d8Uh8ofiSczpYcVT5LjiCPlY8Qui%2BncOr7D02y6%2FBTCrP%2Fm%2Bb5bdTrPi2I26Z9qNGtbRQBMdXMJBGRW0YOCecxEWYoiTCvxrYBunqHPdoX2bLOyrMKlZg8thDETw5K7Itci1TXlGy0124QRZZLDFU%2FexhxztMozlosTpMH6ZPge0L%2BOKGnFKjJ4WRwppHPL0PP3SI2P9jLQwFOu3GRhDfkeyDo%2F%2FG7IHgzllZQxLdquvrdCyBVvat3seJlYo06gxapUxhU2JWnFygR03sSxnEkvcpf5Y5eibGq315TDp7fKWm8zbUVl71Aqq%2FZtNnlkWmLnQtno9ycvXYbA6W2pF3aKfCayyC0Ja7Fr%2FPW70%2FHO4YM0OKxFvzf0C1MyPjwAAeNpt1VWUU2cYRuHsgxenQt1d8%2F3JOUnqAyR1d%2FcCLQVKO22pu7tQd3d3d3d3d3cXmGzumrWy3pWLs%2FNdPDMpZaWu1783l1Lpf14MnfzO6FbqVupfGkD30iR60JNe9KYP09CXfvRnAAMZxGCGMG3pW6ZjemZgKDMyEzMzC7MyG7MzB3MyF3MzD%2FMyH%2FOzAAuyEAuzCIuyGIuzBGWCRIUqOQU16jRYkqVYmmVYluVYng6GMZwRNGmxAiuyEiuzCquyGquzBmuyFmuzDuuyHuuzARuyERuzCZuyGZuzBVuyFVuzDduyHdszklGMZgd2ZAw7MZZxjGdnJrALu9LJbuzOHkxkT%2FZib%2FZhX%2FZjfw7gQA7iYA7hUA7jcI7gSI7iaI7hWI7jeE7gRE7iZE5hEqdyGqdzBmdyFmdzDudyHudzARdyERdzCZdyGZdzBVdyFVdzDddyHddzAzdyEzdzC7dyG7dzB3dyF3dzD%2FdyH%2FfzAA%2FyEA%2FzCI%2FyGI%2FzBE%2FyFE%2FzDM%2FyHM%2FzAi%2FyEi%2FzCq%2FyGq%2FzBm%2FyFm%2FzDu%2FyHu%2FzAR%2FyER%2FzCZ%2FyGZ%2FzBV%2FyFV%2FzDd%2FyHd%2FzAz%2FyEz%2FzC7%2FyG7%2FzB3%2FyF3%2FzD%2F9mpYwsy7pl3bMeWc%2BsV9Y765NNk%2FXN%2BmX9swHZwGxQNjgb0nPkmInjR0V7Uq%2FOsaPL5Y7ylE3l8tQNN7kVt%2BrmbuHW3LrbcDvam1rtzVvdm50TxrU%2FDBvRtZUY1rV5a3jXFn550Wo%2FXDNWK3dFmh7X9LimxzU9qulRTY9qelTTo5rlKLt2wk7YiaprL%2ByFvbAX9pK9ZC%2FZS%2FaSvWQv2Uv2kr1kr2KvYq9ir2KvYq9ir2KvYq9ir2Kvaq9qr2qvaq9qr2qvaq9qr2qvai%2B3l9vL7eX2cnu5vdxebi%2B3l9sr7BV2CjuFncJOYaewU9gp7NTs1LyrZq9mr2avZq9mr2avZq9mr26vbq9ur26vbq9ur26vbq9ur26vYa9hr2GvYa9hr2GvYa%2FR7oXuQ%2Feh%2B2j%2FUU7e3C3cqc%2FV3fYdof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D92H7kP3ofvQfeg%2BdB%2B6D92H7kP3ofvQfRT29B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6j6nuG3Ya7U5q%2F0hN3nCTW3Grbu4Wrs%2FrP%2Bk%2F6T%2FpP%2Bk%2F6T%2FpP%2Bk%2B6T7pPek86TzpPOk86TzpOuk66TrpOuk66TrpOlWmPu%2F36zrpOuk66TrpOuk66TrpOvl%2FPek76TvpO%2Bk76TvpO%2Bk76TvpO%2Bk76TvpO7V9t%2BqtVs%2FOaOURU6bo6PgPt6rZbwAAAAABVFDDFwAA%29%20format%28%27woff%27%29%2Curl%28data%3Aapplication%2Fx%2Dfont%2Dtruetype%3Bbase64%2CAAEAAAAPAIAAAwBwRkZUTW0ql9wAAAD8AAAAHEdERUYBRAAEAAABGAAAACBPUy8yZ7lriQAAATgAAABgY21hcNqt44EAAAGYAAAGcmN2dCAAKAL4AAAIDAAAAARnYXNw%2F%2F8AAwAACBAAAAAIZ2x5Zn1dwm8AAAgYAACUpGhlYWQFTS%2FYAACcvAAAADZoaGVhCkQEEQAAnPQAAAAkaG10eNLHIGAAAJ0YAAADdGxvY2Fv%2B5XOAACgjAAAAjBtYXhwAWoA2AAAorwAAAAgbmFtZbMsoJsAAKLcAAADonBvc3S6o%2BU1AACmgAAACtF3ZWJmwxhUUAAAsVQAAAAGAAAAAQAAAADMPaLPAAAAANB2gXUAAAAA0HZzlwABAAAADgAAABgAAAAAAAIAAQABARYAAQAEAAAAAgAAAAMEiwGQAAUABAMMAtAAAABaAwwC0AAAAaQAMgK4AAAAAAUAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAFVLV04AQAAg%2F%2F8DwP8QAAAFFAB7AAAAAQAAAAAAAAAAAAAAIAABAAAABQAAAAMAAAAsAAAACgAAAdwAAQAAAAAEaAADAAEAAAAsAAMACgAAAdwABAGwAAAAaABAAAUAKAAgACsAoAClIAogLyBfIKwgvSISIxsl%2FCYBJvonCScP4APgCeAZ4CngOeBJ4FngYOBp4HngieCX4QnhGeEp4TnhRuFJ4VnhaeF54YnhleGZ4gbiCeIW4hniIeIn4jniSeJZ4mD4%2F%2F%2F%2FAAAAIAAqAKAApSAAIC8gXyCsIL0iEiMbJfwmASb6JwknD%2BAB4AXgEOAg4DDgQOBQ4GDgYuBw4IDgkOEB4RDhIOEw4UDhSOFQ4WDhcOGA4ZDhl%2BIA4gniEOIY4iHiI%2BIw4kDiUOJg%2BP%2F%2F%2F%2F%2Fj%2F9r%2FZv9i4Ajf5N%2B132nfWd4F3P3aHdoZ2SHZE9kOIB0gHCAWIBAgCiAEH%2F4f%2BB%2F3H%2FEf6x%2FlH3wfdh9wH2ofZB9jH10fVx9RH0sfRR9EHt4e3B7WHtUezh7NHsUevx65HrMIFQABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADAAAAAACjAAAAAAAAAA1AAAAIAAAACAAAAADAAAAKgAAACsAAAAEAAAAoAAAAKAAAAAGAAAApQAAAKUAAAAHAAAgAAAAIAoAAAAIAAAgLwAAIC8AAAATAAAgXwAAIF8AAAAUAAAgrAAAIKwAAAAVAAAgvQAAIL0AAAAWAAAiEgAAIhIAAAAXAAAjGwAAIxsAAAAYAAAl%2FAAAJfwAAAAZAAAmAQAAJgEAAAAaAAAm%2BgAAJvoAAAAbAAAnCQAAJwkAAAAcAAAnDwAAJw8AAAAdAADgAQAA4AMAAAAeAADgBQAA4AkAAAAhAADgEAAA4BkAAAAmAADgIAAA4CkAAAAwAADgMAAA4DkAAAA6AADgQAAA4EkAAABEAADgUAAA4FkAAABOAADgYAAA4GAAAABYAADgYgAA4GkAAABZAADgcAAA4HkAAABhAADggAAA4IkAAABrAADgkAAA4JcAAAB1AADhAQAA4QkAAAB9AADhEAAA4RkAAACGAADhIAAA4SkAAACQAADhMAAA4TkAAACaAADhQAAA4UYAAACkAADhSAAA4UkAAACrAADhUAAA4VkAAACtAADhYAAA4WkAAAC3AADhcAAA4XkAAADBAADhgAAA4YkAAADLAADhkAAA4ZUAAADVAADhlwAA4ZkAAADbAADiAAAA4gYAAADeAADiCQAA4gkAAADlAADiEAAA4hYAAADmAADiGAAA4hkAAADtAADiIQAA4iEAAADvAADiIwAA4icAAADwAADiMAAA4jkAAAD1AADiQAAA4kkAAAD%2FAADiUAAA4lkAAAEJAADiYAAA4mAAAAETAAD4%2FwAA%2BP8AAAEUAAH1EQAB9REAAAEVAAH2qgAB9qoAAAEWAAYCCgAAAAABAAABAAAAAAAAAAAAAAAAAAAAAQACAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAwAAAAAAAAAAAAAAAAAAAAAAAAAEAAUAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAHAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAYAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAVAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEUAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAKAL4AAAAAf%2F%2FAAIAAgAoAAABaAMgAAMABwAusQEALzyyBwQA7TKxBgXcPLIDAgDtMgCxAwAvPLIFBADtMrIHBgH8PLIBAgDtMjMRIRElMxEjKAFA%2Fujw8AMg%2FOAoAtAAAQBkAGQETARMAFsAAAEyFh8BHgEdATc%2BAR8BFgYPATMyFhcWFRQGDwEOASsBFx4BDwEGJi8BFRQGBwYjIiYvAS4BPQEHDgEvASY2PwEjIiYnJjU0Nj8BPgE7AScuAT8BNhYfATU0Njc2AlgPJgsLCg%2BeBxYIagcCB57gChECBgMCAQIRCuCeBwIHaggWB54PCikiDyYLCwoPngcWCGoHAgee4AoRAgYDAgECEQrgngcCB2oIFgeeDwopBEwDAgECEQrgngcCB2oIFgeeDwopIg8mCwsKD54HFghqBwIHnuAKEQIGAwIBAhEK4J4HAgdqCBYHng8KKSIPJgsLCg%2BeBxYIagcCB57gChECBgAAAAABAAAAAARMBEwAIwAAATMyFhURITIWHQEUBiMhERQGKwEiJjURISImPQE0NjMhETQ2AcLIFR0BXhUdHRX%2Boh0VyBUd%2FqIVHR0VAV4dBEwdFf6iHRXIFR3%2BohUdHRUBXh0VyBUdAV4VHQAAAAABAHAAAARABEwARQAAATMyFgcBBgchMhYPAQ4BKwEVITIWDwEOASsBFRQGKwEiJj0BISImPwE%2BATsBNSEiJj8BPgE7ASYnASY2OwEyHwEWMj8BNgM5%2BgoFCP6UBgUBDAoGBngGGAp9ARMKBgZ4BhgKfQ8LlAsP%2Fu0KBgZ4BhgKff7tCgYGeAYYCnYFBv6UCAUK%2BhkSpAgUCKQSBEwKCP6UBgwMCKAIDGQMCKAIDK4LDw8LrgwIoAgMZAwIoAgMDAYBbAgKEqQICKQSAAABAGQABQSMBK4AOwAAATIXFhcjNC4DIyIOAwchByEGFSEHIR4EMzI%2BAzUzBgcGIyInLgEnIzczNjcjNzM%2BATc2AujycDwGtSM0QDkXEys4MjAPAXtk%2FtQGAZZk%2FtQJMDlCNBUWOUA0I64eYmunznYkQgzZZHABBdpkhhQ%2BH3UErr1oaS1LMCEPCx4uTzJkMjJkSnRCKw8PIjBKK6trdZ4wqndkLzVkV4UljQAAAgB7AAAETASwAD4ARwAAASEyHgUVHAEVFA4FKwEHITIWDwEOASsBFRQGKwEiJj0BISImPwE%2BATsBNSEiJj8BPgE7ARE0NhcRMzI2NTQmIwGsAV5DakIwFgwBAQwWMEJqQ7ICASAKBgZ4BhgKigsKlQoP%2FvUKBgZ4BhgKdf71CgYGeAYYCnUPtstALS1ABLAaJD8yTyokCwsLJCpQMkAlGmQMCKAIDK8LDg8KrwwIoAgMZAwIoAgMAdsKD8j%2B1EJWVEAAAAEAyAGQBEwCvAAPAAATITIWHQEUBiMhIiY9ATQ2%2BgMgFR0dFfzgFR0dArwdFcgVHR0VyBUdAAAAAgDIAAAD6ASwACUAQQAAARUUBisBFRQGBx4BHQEzMhYdASE1NDY7ATU0NjcuAT0BIyImPQEXFRQWFx4BFAYHDgEdASE1NCYnLgE0Njc%2BAT0BA%2BgdFTJjUVFjMhUd%2FOAdFTJjUVFjMhUdyEE3HCAgHDdBAZBBNxwgIBw3QQSwlhUdZFuVIyOVW5YdFZaWFR2WW5UjI5VbZB0VlshkPGMYDDI8MgwYYzyWljxjGAwyPDIMGGM8ZAAAAAEAAAAAAAAAAAAAAAAxAAAB%2F%2FIBLATCBEEAFgAAATIWFzYzMhYVFAYjISImNTQ2NyY1NDYB9261LCwueKqqeP0ST3FVQgLYBEF3YQ6teHmtclBFaw4MGZnXAAAAAgAAAGQEsASvABoAHgAAAB4BDwEBMzIWHQEhNTQ2OwEBJyY%2BARYfATc2AyEnAwL2IAkKiAHTHhQe%2B1AeFB4B1IcKCSAkCm9wCXoBebbDBLMTIxC7%2FRYlFSoqFSUC6rcQJBQJEJSWEPwecAIWAAAAAAQAAABkBLAETAALABcAIwA3AAATITIWBwEGIicBJjYXARYUBwEGJjURNDYJATYWFREUBicBJjQHARYGIyEiJjcBNjIfARYyPwE2MhkEfgoFCP3MCBQI%2FcwIBQMBCAgI%2FvgICgoDjAEICAoKCP74CFwBbAgFCvuCCgUIAWwIFAikCBQIpAgUBEwKCP3JCAgCNwgK2v74CBQI%2FvgIBQoCJgoF%2FvABCAgFCv3aCgUIAQgIFID%2BlAgKCggBbAgIpAgIpAgAAAAD%2F%2FD%2F8AS6BLoACQANABAAAAAyHwEWFA8BJzcTAScJAQUTA%2BAmDpkNDWPWXyL9mdYCZv4f%2FrNuBLoNmQ4mDlzWYP50%2FZrWAmb8anABTwAAAAEAAAAABLAEsAAPAAABETMyFh0BITU0NjsBEQEhArz6FR384B0V%2Bv4MBLACiv3aHRUyMhUdAiYCJgAAAAEADgAIBEwEnAAfAAABJTYWFREUBgcGLgE2NzYXEQURFAYHBi4BNjc2FxE0NgFwAoUnMFNGT4gkV09IQv2oWEFPiCRXT0hCHQP5ow8eIvzBN1EXGSltchkYEAIJm%2F2iKmAVGilucRoYEQJ%2FJioAAAACAAn%2F%2BAS7BKcAHQApAAAAMh4CFQcXFAcBFgYPAQYiJwEGIycHIi4CND4BBCIOARQeATI%2BATQmAZDItoNOAQFOARMXARY7GikT%2Fu13jgUCZLaDTk6DAXKwlFZWlLCUVlYEp06DtmQCBY15%2Fu4aJRg6FBQBEk0BAU6Dtsi2g1tWlLCUVlaUsJQAAQBkAFgErwREABkAAAE%2BAh4CFRQOAwcuBDU0PgIeAQKJMHt4dVg2Q3mEqD4%2Bp4V4Qzhadnh5A7VESAUtU3ZAOXmAf7JVVbJ%2FgHk5QHZTLQVIAAAAAf%2FTAF4EewSUABgAAAETNjIXEyEyFgcFExYGJyUFBiY3EyUmNjMBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAyABYRMT%2Fp8RDPn%2BbxQLDPb3DAsUAZD7DBEAAv%2FTAF4EewSUABgAIgAAARM2MhcTITIWBwUTFgYnJQUGJjcTJSY2MwUjFwc3Fyc3IycBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAfPwxUrBw0rA6k4DIAFhExP%2BnxEM%2Bf5vFAsM9vcMCxQBkPsMEWSO4ouM5YzTAAABAAAAAASwBLAAJgAAATIWHQEUBiMVFBYXBR4BHQEUBiMhIiY9ATQ2NyU%2BAT0BIiY9ATQ2Alh8sD4mDAkBZgkMDwr7ggoPDAkBZgkMJj6wBLCwfPouaEsKFwbmBRcKXQoPDwpdChcF5gYXCktoLvp8sAAAAA0AAAAABLAETAAPABMAIwAnACsALwAzADcARwBLAE8AUwBXAAATITIWFREUBiMhIiY1ETQ2FxUzNSkBIgYVERQWMyEyNjURNCYzFTM1BRUzNSEVMzUFFTM1IRUzNQchIgYVERQWMyEyNjURNCYFFTM1IRUzNQUVMzUhFTM1GQR%2BCg8PCvuCCg8PVWQCo%2F3aCg8PCgImCg8Pc2T8GGQDIGT8GGQDIGTh%2FdoKDw8KAiYKDw%2F872QDIGT8GGQDIGQETA8K%2B%2BYKDw8KBBoKD2RkZA8K%2FqIKDw8KAV4KD2RkyGRkZGTIZGRkZGQPCv6iCg8PCgFeCg9kZGRkZMhkZGRkAAAEAAAAAARMBEwADwAfAC8APwAAEyEyFhURFAYjISImNRE0NikBMhYVERQGIyEiJjURNDYBITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NjIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR39vQGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHQRMHRX%2BcBUdHRUBkBUdHRX%2BcBUdHRUBkBUd%2FagdFf5wFR0dFQGQFR0dFf5wFR0dFQGQFR0AAAkAAAAABEwETAAPAB8ALwA%2FAE8AXwBvAH8AjwAAEzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2MsgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR0ETB0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHf5wHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0ABgAAAAAEsARMAA8AHwAvAD8ATwBfAAATMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYyyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHQRMHRXIFR0dFcgVHR0VyBUdHRXIFR3%2BcB0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHQAAAAABACYALAToBCAAFwAACQE2Mh8BFhQHAQYiJwEmND8BNjIfARYyAdECOwgUB7EICPzxBxUH%2FoAICLEHFAirBxYB3QI7CAixBxQI%2FPAICAGACBQHsQgIqwcAAQBuAG4EQgRCACMAAAEXFhQHCQEWFA8BBiInCQEGIi8BJjQ3CQEmND8BNjIXCQE2MgOIsggI%2FvUBCwgIsggVB%2F70%2FvQHFQiyCAgBC%2F71CAiyCBUHAQwBDAcVBDuzCBUH%2FvT%2B9AcVCLIICAEL%2FvUICLIIFQcBDAEMBxUIsggI%2FvUBDAcAAwAX%2F%2BsExQSZABkAJQBJAAAAMh4CFRQHARYUDwEGIicBBiMiLgI0PgEEIg4BFB4BMj4BNCYFMzIWHQEzMhYdARQGKwEVFAYrASImPQEjIiY9ATQ2OwE1NDYBmcSzgk1OASwICG0HFQj%2B1HeOYrSBTU2BAW%2BzmFhYmLOZWFj%2BvJYKD0sKDw8KSw8KlgoPSwoPDwpLDwSZTYKzYo15%2FtUIFQhsCAgBK01NgbTEs4JNWJmzmFhYmLOZIw8KSw8KlgoPSwoPDwpLDwqWCg9LCg8AAAMAF%2F%2FrBMUEmQAZACUANQAAADIeAhUUBwEWFA8BBiInAQYjIi4CND4BBCIOARQeATI%2BATQmBSEyFh0BFAYjISImPQE0NgGZxLOCTU4BLAgIbQcVCP7Ud45itIFNTYEBb7OYWFiYs5lYWP5YAV4KDw8K%2FqIKDw8EmU2Cs2KNef7VCBUIbAgIAStNTYG0xLOCTViZs5hYWJizmYcPCpYKDw8KlgoPAAAAAAIAFwAXBJkEsAAPAC0AAAEzMhYVERQGKwEiJjURNDYFNRYSFRQOAiIuAjU0EjcVDgEVFB4BMj4BNTQmAiZkFR0dFWQVHR0BD6fSW5vW6tabW9KnZ3xyxejFcnwEsB0V%2FnAVHR0VAZAVHeGmPv7ZuHXWm1tbm9Z1uAEnPqY3yHh0xXJyxXR4yAAEAGQAAASwBLAADwAfAC8APwAAATMyFhURFAYrASImNRE0NgEzMhYVERQGKwEiJjURNDYBMzIWFREUBisBIiY1ETQ2BTMyFh0BFAYrASImPQE0NgQBlgoPDwqWCg8P%2Ft6WCg8PCpYKDw%2F%2B3pYKDw8KlgoPD%2F7elgoPDwqWCg8PBLAPCvuCCg8PCgR%2BCg%2F%2BcA8K%2FRIKDw8KAu4KD%2F7UDwr%2BPgoPDwoBwgoPyA8K%2BgoPDwr6Cg8AAAAAAgAaABsElgSWAEcATwAAATIfAhYfATcWFwcXFh8CFhUUDwIGDwEXBgcnBwYPAgYjIi8CJi8BByYnNycmLwImNTQ%2FAjY%2FASc2Nxc3Nj8CNhIiBhQWMjY0AlghKSYFMS0Fhj0rUAMZDgGYBQWYAQ8YA1AwOIYFLDIFJisfISkmBTEtBYY8LFADGQ0ClwYGlwINGQNQLzqFBS0xBSYreLJ%2BfrJ%2BBJYFmAEOGQJQMDmGBSwxBiYrHiIoJgYxLAWGPSxRAxkOApcFBZcCDhkDUTA5hgUtMAYmKiAhKCYGMC0Fhj0sUAIZDgGYBf6ZfrF%2BfrEABwBkAAAEsAUUABMAFwAhACUAKQAtADEAAAEhMhYdASEyFh0BITU0NjMhNTQ2FxUhNQERFAYjISImNREXETMRMxEzETMRMxEzETMRAfQBLCk7ARMKD%2Fu0DwoBEzspASwBLDsp%2FUQpO2RkZGRkZGRkBRQ7KWQPCktLCg9kKTtkZGT%2B1PzgKTs7KQMgZP1EArz9RAK8%2FUQCvP1EArwAAQAMAAAFCATRAB8AABMBNjIXARYGKwERFAYrASImNREhERQGKwEiJjURIyImEgJsCBUHAmAIBQqvDwr6Cg%2F%2B1A8K%2BgoPrwoFAmoCYAcH%2FaAICv3BCg8PCgF3%2FokKDw8KAj8KAAIAZAAAA%2BgEsAARABcAAAERFBYzIREUBiMhIiY1ETQ2MwEjIiY9AQJYOykBLB0V%2FOAVHR0VA1L6FR0EsP5wKTv9dhUdHRUETBUd%2FnAdFfoAAwAXABcEmQSZAA8AGwAwAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBTMyFhURMzIWHQEUBisBIiY1ETQ2AePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnL%2BfDIKD68KDw8K%2BgoPDwSZW5vW6tabW1ub1urWmztyxejFcnLF6MUNDwr%2B7Q8KMgoPDwoBXgoPAAAAAAL%2FnAAABRQEsAALAA8AACkBAyMDIQEzAzMDMwEDMwMFFP3mKfIp%2FeYBr9EVohTQ%2Fp4b4BsBkP5wBLD%2B1AEs%2FnD%2B1AEsAAAAAAIAZAAABLAEsAAVAC8AAAEzMhYVETMyFgcBBiInASY2OwERNDYBMzIWFREUBiMhIiY1ETQ2OwEyFh0BITU0NgImyBUdvxQLDf65DSYN%2FrkNCxS%2FHQJUMgoPDwr75goPDwoyCg8DhA8EsB0V%2Fj4XEP5wEBABkBAXAcIVHfzgDwr%2BogoPDwoBXgoPDwqvrwoPAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUzMhYVETMyFgcDBiInAyY2OwERNDYB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv58lgoPiRUKDd8NJg3fDQoViQ8EmVub1urWm1tbm9bq1ps7csXoxXJyxejFDQ8K%2Fu0XEP7tEBABExAXARMKDwAAAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiUTFgYrAREUBisBIiY1ESMiJjcTNjIB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv7n3w0KFYkPCpYKD4kVCg3fDSYEmVub1urWm1tbm9bq1ps7csXoxXJyxejFAf7tEBf%2B7QoPDwoBExcQARMQAAAAAAIAAAAABLAEsAAZADkAABMhMhYXExYVERQGBwYjISImJyY1EzQ3Ez4BBSEiBgcDBhY7ATIWHwEeATsBMjY%2FAT4BOwEyNicDLgHhAu4KEwO6BwgFDBn7tAweAgYBB7kDEwKX%2FdQKEgJXAgwKlgoTAiYCEwr6ChMCJgITCpYKDAJXAhIEsA4K%2FXQYGf5XDB4CBggEDRkBqRkYAowKDsgOC%2F4%2BCw4OCpgKDg4KmAoODgsBwgsOAAMAFwAXBJkEmQAPABsAJwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUXFhQPAQYmNRE0NgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJy%2Fov9ERH9EBgYBJlbm9bq1ptbW5vW6tabO3LF6MVycsXoxV2%2BDCQMvgwLFQGQFQsAAQAXABcEmQSwACgAAAE3NhYVERQGIyEiJj8BJiMiDgEUHgEyPgE1MxQOAiIuAjQ%2BAjMyA7OHBwsPCv6WCwQHhW2BdMVycsXoxXKWW5vW6tabW1ub1nXABCSHBwQL%2FpYKDwsHhUxyxejFcnLFdHXWm1tbm9bq1ptbAAAAAAIAFwABBJkEsAAaADUAAAE3NhYVERQGIyEiJj8BJiMiDgEVIzQ%2BAjMyEzMUDgIjIicHBiY1ETQ2MyEyFg8BFjMyPgEDs4cHCw8L%2FpcLBAeGboF0xXKWW5vWdcDrllub1nXAnIYHCw8LAWgKBQiFboJ0xXIEJIcHBAv%2BlwsPCweGS3LFdHXWm1v9v3XWm1t2hggFCgFoCw8LB4VMcsUAAAAKAGQAAASwBLAADwAfAC8APwBPAF8AbwB%2FAI8AnwAAEyEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0NgczMhYdARQGKwEiJj0BNDYzITIWHQEUBiMhIiY9ATQ2BzMyFh0BFAYrASImPQE0NjMhMhYdARQGIyEiJj0BNDYHMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0Nn0EGgoPDwr75goPDwPA%2FK4KDw8KA1IKDw%2F9CDIKDw8KMgoPD9IBwgoPDwr%2BPgoPD74yCg8PCjIKDw%2FSAcIKDw8K%2Fj4KDw%2B%2BMgoPDwoyCg8P0gHCCg8PCv4%2BCg8PvjIKDw8KMgoPD9IBwgoPDwr%2BPgoPDwSwDwr7ggoPDwoEfgoPyA8K%2FK4KDw8KA1IKD2QPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKDwAAAAACAAAAAARMBLAAGQAjAAABNTQmIyEiBh0BIyIGFREUFjMhMjY1ETQmIyE1NDY7ATIWHQEDhHVT%2FtRSdmQpOzspA4QpOzsp%2FageFMgUHgMgyFN1dlLIOyn9qCk7OykCWCk7lhUdHRWWAAIAZAAABEwETAAJADcAABMzMhYVESMRNDYFMhcWFREUBw4DIyIuAScuAiMiBwYjIicmNRE%2BATc2HgMXHgIzMjc2fTIKD2QPA8AEBRADIUNAMRwaPyonKSxHHlVLBwgGBQ4WeDsXKC4TOQQpLUUdZ1AHBEwPCvvNBDMKDzACBhH%2BWwYGO1AkDQ0ODg8PDzkFAwcPAbY3VwMCAwsGFAEODg5XCAAAAwAAAAAEsASXACEAMQBBAAAAMh4CFREUBisBIiY1ETQuASAOARURFAYrASImNRE0PgEDMzIWFREUBisBIiY1ETQ2ITMyFhURFAYrASImNRE0NgHk6N6jYw8KMgoPjeT%2B%2BuSNDwoyCg9joyqgCAwMCKAIDAwCYKAIDAwIoAgMDASXY6PedP7UCg8PCgEsf9FyctF%2F%2FtQKDw8KASx03qP9wAwI%2FjQIDAwIAcwIDAwI%2FjQIDAwIAcwIDAAAAAACAAAA0wRHA90AFQA5AAABJTYWFREUBiclJisBIiY1ETQ2OwEyBTc2Mh8BFhQPARcWFA8BBiIvAQcGIi8BJjQ%2FAScmND8BNjIXAUEBAgkMDAn%2B%2FhUZ%2BgoPDwr6GQJYeAcUByIHB3h4BwciBxQHeHgHFAciBwd3dwcHIgcUBwMurAYHCv0SCgcGrA4PCgFeCg%2BEeAcHIgcUB3h4BxQHIgcHd3cHByIHFAd4eAcUByIICAAAAAACAAAA0wNyA90AFQAvAAABJTYWFREUBiclJisBIiY1ETQ2OwEyJTMWFxYVFAcGDwEiLwEuATc2NTQnJjY%2FATYBQQECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcDLqwGBwr9EgoHBqwODwoBXgoPZAEJgaGafwkBAQYXBxMIZ36EaggUBxYFAAAAAAMAAADEBGID7AAbADEASwAAATMWFxYVFAYHBgcjIi8BLgE3NjU0JicmNj8BNgUlNhYVERQGJyUmKwEiJjURNDY7ATIlMxYXFhUUBwYPASIvAS4BNzY1NCcmNj8BNgPHAwsGh0RABwoDCQcqCAIGbzs3BgIJKgf9ggECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcD7AEJs9lpy1QJAQYiBhQIlrJarEcJFAYhBb6sBgcK%2FRIKBwasDg8KAV4KD2QBCYGhmn8JAQEGFwcTCGd%2BhGoIFQYWBQAAAAANAAAAAASwBLAACQAVABkAHQAhACUALQA7AD8AQwBHAEsATwAAATMVIxUhFSMRIQEjFTMVIREjESM1IQURIREhESERBSM1MwUjNTMBMxEhETM1MwEzFSMVIzUjNTM1IzUhBREhEQcjNTMFIzUzASM1MwUhNSEB9GRk%2FnBkAfQCvMjI%2FtTIZAJY%2B7QBLAGQASz84GRkArxkZP1EyP4MyGQB9MhkyGRkyAEs%2FUQBLGRkZAOEZGT%2BDGRkAfT%2B1AEsA4RkZGQCWP4MZMgBLAEsyGT%2B1AEs%2FtQBLMhkZGT%2BDP4MAfRk%2FtRkZGRkyGTI%2FtQBLMhkZGT%2B1GRkZAAAAAAJAAAAAASwBLAAAwAHAAsADwATABcAGwAfACMAADcjETMTIxEzASMRMxMjETMBIxEzASE1IRcjNTMXIzUzBSM1M2RkZMhkZAGQyMjIZGQBLMjI%2FOD%2B1AEsyGRkyGRkASzIyMgD6PwYA%2Bj8GAPo%2FBgD6PwYA%2Bj7UGRkW1tbW1sAAAIAAAAKBKYEsAANABUAAAkBFhQHAQYiJwETNDYzBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAUM7Uzs7UzsEsP1WCBQI%2FjAICAKqAdsKD807O1Q7OwAAAAADAAAACgXSBLAADQAZACEAAAkBFhQHAQYiJwETNDYzIQEWFAcBBiIvAQkBBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAwYCqggI%2FjAIFAg4Aaj9RP7TO1M7O1M7BLD9VggUCP4wCAgCqgHbCg%2F9VggUCP4wCAg4AaoCvM07O1Q7OwAAAAABAGQAAASwBLAAJgAAASEyFREUDwEGJjURNCYjISIPAQYWMyEyFhURFAYjISImNRE0PwE2ASwDOUsSQAgKDwr9RBkSQAgFCgK8Cg8PCvyuCg8SixIEsEv8fBkSQAgFCgO2Cg8SQAgKDwr8SgoPDwoDzxkSixIAAAABAMj%2F%2FwRMBLAACgAAEyEyFhURCQERNDb6AyAVHf4%2B%2Fj4dBLAdFfuCAbz%2BQwR%2FFR0AAAAAAwAAAAAEsASwABUARQBVAAABISIGBwMGHwEeATMhMjY%2FATYnAy4BASMiBg8BDgEjISImLwEuASsBIgYVERQWOwEyNj0BNDYzITIWHQEUFjsBMjY1ETQmASEiBg8BBhYzITI2LwEuAQM2%2FkQLEAFOBw45BhcKAcIKFwY%2BDgdTARABVpYKFgROBBYK%2FdoKFgROBBYKlgoPDwqWCg8PCgLuCg8PCpYKDw%2F%2Bsf4MChMCJgILCgJYCgsCJgITBLAPCv7TGBVsCQwMCWwVGAEtCg%2F%2BcA0JnAkNDQmcCQ0PCv12Cg8PCpYKDw8KlgoPDwoCigoP%2FagOCpgKDg4KmAoOAAAAAAQAAABkBLAETAAdACEAKQAxAAABMzIeAh8BMzIWFREUBiMhIiY1ETQ2OwE%2BBAEVMzUEIgYUFjI2NCQyFhQGIiY0AfTIOF00JAcGlik7Oyn8GCk7OymWAgknM10ByGT%2Bz76Hh76H%2Fu9WPDxWPARMKTs7FRQ7Kf2oKTs7KQJYKTsIG0U1K%2F7UZGRGh76Hh74IPFY8PFYAAAAAAgA1AAAEsASvACAAIwAACQEWFx4BHwEVITUyNi8BIQYHBh4CMxUhNTY3PgE%2FAQEDIQMCqQGBFCgSJQkK%2Fl81LBFS%2Fnk6IgsJKjIe%2FpM4HAwaBwcBj6wBVKIEr%2FwaMioTFQECQkJXLd6RWSIuHAxCQhgcDCUNDQPu%2FVoByQAAAAADAGQAAAPwBLAAJwAyADsAAAEeBhUUDgMjITU%2BATURNC4EJzUFMh4CFRQOAgclMzI2NTQuAisBETMyNjU0JisBAvEFEzUwOyodN1htbDD%2BDCk7AQYLFyEaAdc5dWM%2BHy0tEP6Pi05pESpTPnbYUFJ9Xp8CgQEHGB0zOlIuQ3VONxpZBzMoAzsYFBwLEAkHRwEpSXNDM1s6KwkxYUopOzQb%2FK5lUFqBAAABAMgAAANvBLAAGQAAARcOAQcDBhYXFSE1NjcTNjQuBCcmJzUDbQJTQgeECSxK%2Fgy6Dq0DAw8MHxUXDQYEsDkTNSj8uTEoBmFhEFIDQBEaExAJCwYHAwI5AAAAAAL%2FtQAABRQEsAAlAC8AAAEjNC4FKwERFBYfARUhNTI%2BAzURIyIOBRUjESEFIxEzByczESM3BRQyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj7m0tLfX1LS30DhBUgFQ4IAwH8rhYZAQJkZAEFCRUOA1IBAwgOFSAVASzI%2FOCnpwMgpwACACH%2FtQSPBLAAJQAvAAABIzQuBSsBERQWHwEVITUyPgM1ESMiDgUVIxEhEwc1IRUnNxUhNQRMMggLGRMmGBnIMhkZ%2FnAEDiIaFsgZGCYTGQsIMgPoQ6f84KenAyADhBUgFQ4IAwH9dhYZAQJkZAEFCRUOAooBAwgOFSAVASz7gn1LS319S0sABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyAlgVHR0V%2FagVHR0VA%2BgVHR0V%2FBgVHR0VAyAVHR0V%2FOAVHR0VBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYDITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NgMhMhYdARQGIyEiJj0BNDb6ArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR3dArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AAAE1NDYzITIWHQEUBiMhIiYBNTQ2MyEyFh0BFAYjISImEzU0NjMhMhYdARQGIyEiJgE1NDYzITIWHQEUBiMhIiYB9B0VAlgVHR0V%2FagVHf5wHRUD6BUdHRX8GBUdyB0VAyAVHR0V%2FOAVHf7UHRUETBUdHRX7tBUdA7ZkFR0dFWQVHR3%2B6WQVHR0VZBUdHf7pZBUdHRVkFR0d%2FulkFR0dFWQVHR0AAAQAAAAABLAETAAPAB8ALwA%2FAAATITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2MgRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dBEwdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAgAAAAABLAETAAPAB8ALwA%2FAE8AXwBvAH8AABMzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2MmQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR0ETB0VZBUdHRVkFR0dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdHRVkFR0dFWQVHf7UHRVkFR0dFWQVHR0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0dFWQVHR0VZBUdAAAG%2F5wAAASwBEwAAwATACMAKgA6AEoAACEjETsCMhYdARQGKwEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2BQc1IzUzNQUhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2AZBkZJZkFR0dFWQVHR0VAfQVHR0V%2FgwVHR3%2B%2BqfIyAHCASwVHR0V%2FtQVHR0VAlgVHR0V%2FagVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR36fUtkS68dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAAABgAAAAAFFARMAA8AEwAjACoAOgBKAAATMzIWHQEUBisBIiY9ATQ2ASMRMwEhMhYdARQGIyEiJj0BNDYFMxUjFSc3BSEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyZBUdHRVkFR0dA2dkZPyuAfQVHR0V%2FgwVHR0EL8jIp6f75gEsFR0dFf7UFR0dFQJYFR0dFf2oFR0dBEwdFWQVHR0VZBUd%2B7QETP7UHRVkFR0dFWQVHchkS319rx0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0AAAAAAgAAAMgEsAPoAA8AEgAAEyEyFhURFAYjISImNRE0NgkCSwLuHywsH%2F0SHywsBIT%2B1AEsA%2BgsH%2F12HywsHwKKHyz9RAEsASwAAwAAAAAEsARMAA8AFwAfAAATITIWFREUBiMhIiY1ETQ2FxE3BScBExEEMhYUBiImNCwEWBIaGhL7qBIaGkr3ASpKASXs%2FNJwTk5wTgRMGhL8DBIaGhID9BIaZP0ftoOcAT7%2B4AH0dE5vT09vAAAAAAIA2wAFBDYEkQAWAB4AAAEyHgEVFAcOAQ8BLgQnJjU0PgIWIgYUFjI2NAKIdcZzRkWyNjYJIV5YbSk8RHOft7eCgreCBJF4ynVzj23pPz4IIWZomEiEdVijeUjDgriBgbgAAAACABcAFwSZBJkADwAXAAAAMh4CFA4CIi4CND4BAREiDgEUHgEB4%2BrWm1tbm9bq1ptbW5sBS3TFcnLFBJlbm9bq1ptbW5vW6tab%2FG8DVnLF6MVyAAACAHUAAwPfBQ8AGgA1AAABHgYVFA4DBy4DNTQ%2BBQMOAhceBBcWNj8BNiYnLgInJjc2IyYCKhVJT1dOPiUzVnB9P1SbfEokP0xXUEm8FykoAwEbITEcExUWAgYCCQkFEikMGiACCAgFD0iPdXdzdYdFR4BeRiYEBTpjl1lFh3ZzeHaQ%2Ff4hS4I6JUEnIw4IBwwQIgoYBwQQQSlZtgsBAAAAAwAAAAAEywRsAAwAKgAvAAABNz4CHgEXHgEPAiUhMhcHISIGFREUFjMhMjY9ATcRFAYjISImNRE0NgkBBzcBA%2BhsAgYUFR0OFgoFBmz9BQGQMje7%2FpApOzspAfQpO8i7o%2F5wpbm5Azj%2BlqE3AWMD9XMBAgIEDw4WKgsKc8gNuzsp%2FgwpOzsptsj%2BtKW5uaUBkKW5%2Ftf%2BljKqAWMAAgAAAAAEkwRMABsANgAAASEGByMiBhURFBYzITI2NTcVFAYjISImNRE0NgUBFhQHAQYmJzUmDgMHPgY3NT4BAV4BaaQ0wyk7OykB9Ck7yLml%2FnClubkCfwFTCAj%2BrAcLARo5ZFRYGgouOUlARioTAQsETJI2Oyn%2BDCk7OymZZ6W5uaUBkKW5G%2F7TBxUH%2Fs4GBAnLAQINFjAhO2JBNB0UBwHSCgUAAAAAAgAAAAAEnQRMAB0ANQAAASEyFwchIgYVERQWMyEyNj0BNxUUBiMhIiY1ETQ2CQE2Mh8BFhQHAQYiLwEmND8BNjIfARYyAV4BXjxDsv6jKTs7KQH0KTvIuaX%2BcKW5uQHKAYsHFQdlBwf97QcVB%2FgHB2UHFQdvCBQETBexOyn%2BDCk7OylFyNulubmlAZCluf4zAYsHB2UHFQf97AcH%2BAcVB2UHB28HAAAAAQAKAAoEpgSmADsAAAkBNjIXARYGKwEVMzU0NhcBFhQHAQYmPQEjFTMyFgcBBiInASY2OwE1IxUUBicBJjQ3ATYWHQEzNSMiJgE%2BAQgIFAgBBAcFCqrICggBCAgI%2FvgICsiqCgUH%2FvwIFAj%2B%2BAgFCq%2FICgj%2B%2BAgIAQgICsivCgUDlgEICAj%2B%2BAgKyK0KBAf%2B%2FAcVB%2F73BwQKrcgKCP74CAgBCAgKyK0KBAcBCQcVBwEEBwQKrcgKAAEAyAAAA4QETAAZAAATMzIWFREBNhYVERQGJwERFAYrASImNRE0NvpkFR0B0A8VFQ%2F%2BMB0VZBUdHQRMHRX%2BSgHFDggV%2FBgVCA4Bxf5KFR0dFQPoFR0AAAABAAAAAASwBEwAIwAAEzMyFhURATYWFREBNhYVERQGJwERFAYnAREUBisBIiY1ETQ2MmQVHQHQDxUB0A8VFQ%2F%2BMBUP%2FjAdFWQVHR0ETB0V%2FkoBxQ4IFf5KAcUOCBX8GBUIDgHF%2FkoVCA4Bxf5KFR0dFQPoFR0AAAABAJ0AGQSwBDMAFQAAAREUBicBERQGJwEmNDcBNhYVEQE2FgSwFQ%2F%2BMBUP%2FhQPDwHsDxUB0A8VBBr8GBUIDgHF%2FkoVCA4B4A4qDgHgDggV%2FkoBxQ4IAAAAAQDIABYEMwQ2AAsAABMBFhQHAQYmNRE0NvMDLhIS%2FNISGRkEMv4OCx4L%2Fg4LDhUD6BUOAAIAyABkA4QD6AAPAB8AABMzMhYVERQGKwEiJjURNDYhMzIWFREUBisBIiY1ETQ2%2BsgVHR0VyBUdHQGlyBUdHRXIFR0dA%2BgdFfzgFR0dFQMgFR0dFfzgFR0dFQMgFR0AAAEAyABkBEwD6AAPAAABERQGIyEiJjURNDYzITIWBEwdFfzgFR0dFQMgFR0DtvzgFR0dFQMgFR0dAAAAAAEAAAAZBBMEMwAVAAABETQ2FwEWFAcBBiY1EQEGJjURNDYXAfQVDwHsDw%2F%2BFA8V%2FjAPFRUPAmQBthUIDv4gDioO%2FiAOCBUBtv47DggVA%2BgVCA4AAAH%2F%2FgACBLMETwAjAAABNzIWFRMUBiMHIiY1AwEGJjUDAQYmNQM0NhcBAzQ2FwEDNDYEGGQUHgUdFWQVHQL%2BMQ4VAv4yDxUFFQ8B0gIVDwHSAh0ETgEdFfwYFR0BHRUBtf46DwkVAbX%2BOQ4JFAPoFQkP%2Fj4BthQJDv49AbYVHQAAAQEsAAAD6ARMABkAAAEzMhYVERQGKwEiJjURAQYmNRE0NhcBETQ2A1JkFR0dFWQVHf4wDxUVDwHQHQRMHRX8GBUdHRUBtv47DggVA%2BgVCA7%2BOwG2FR0AAAIAZADIBLAESAALABsAAAkBFgYjISImNwE2MgEhMhYdARQGIyEiJj0BNDYCrgH1DwkW%2B%2B4WCQ8B9Q8q%2FfcD6BUdHRX8GBUdHQQ5%2FeQPFhYPAhwP%2FUgdFWQVHR0VZBUdAAEAiP%2F8A3UESgAFAAAJAgcJAQN1%2FqABYMX92AIoA4T%2Bn%2F6fxgIoAiYAAAAAAQE7%2F%2FwEKARKAAUAAAkBJwkBNwQo%2FdnGAWH%2Bn8YCI%2F3ZxgFhAWHGAAIAFwAXBJkEmQAPADMAAAAyHgIUDgIiLgI0PgEFIyIGHQEjIgYdARQWOwEVFBY7ATI2PQEzMjY9ATQmKwE1NCYB4%2BrWm1tbm9bq1ptbW5sBfWQVHZYVHR0Vlh0VZBUdlhUdHRWWHQSZW5vW6tabW1ub1urWm7odFZYdFWQVHZYVHR0Vlh0VZBUdlhUdAAAAAAIAFwAXBJkEmQAPAB8AAAAyHgIUDgIiLgI0PgEBISIGHQEUFjMhMjY9ATQmAePq1ptbW5vW6tabW1ubAkX%2BDBUdHRUB9BUdHQSZW5vW6tabW1ub1urWm%2F5%2BHRVkFR0dFWQVHQACABcAFwSZBJkADwAzAAAAMh4CFA4CIi4CND4BBCIPAScmIg8BBhQfAQcGFB8BFjI%2FARcWMj8BNjQvATc2NC8BAePq1ptbW5vW6tabW1ubAeUZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0JCXh4CQmNBJlbm9bq1ptbW5vW6tabrQl4eAkJjQkZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0AAgAXABcEmQSZAA8AJAAAADIeAhQOAiIuAjQ%2BAQEnJiIPAQYUHwEWMjcBNjQvASYiBwHj6tabW1ub1urWm1tbmwEVVAcVCIsHB%2FIHFQcBdwcHiwcVBwSZW5vW6tabW1ub1urWm%2F4xVQcHiwgUCPEICAF3BxUIiwcHAAAAAAMAFwAXBJkEmQAPADsASwAAADIeAhQOAiIuAjQ%2BAQUiDgMVFDsBFjc%2BATMyFhUUBgciDgUHBhY7ATI%2BAzU0LgMTIyIGHQEUFjsBMjY9ATQmAePq1ptbW5vW6tabW1ubAT8dPEIyIRSDHgUGHR8UFw4TARkOGhITDAIBDQ6tBx4oIxgiM0Q8OpYKDw8KlgoPDwSZW5vW6tabW1ub1urWm5ELHi9PMhkFEBQQFRIXFgcIBw4UHCoZCBEQKDhcNi9IKhsJ%2FeMPCpYKDw8KlgoPAAADABcAFwSZBJkADwAfAD4AAAAyHgIUDgIiLgI0PgEFIyIGHQEUFjsBMjY9ATQmAyMiBh0BFBY7ARUjIgYdARQWMyEyNj0BNCYrARE0JgHj6tabW1ub1urWm1tbmwGWlgoPDwqWCg8PCvoKDw8KS0sKDw8KAV4KDw8KSw8EmVub1urWm1tbm9bq1ptWDwqWCg8PCpYKD%2F7UDwoyCg%2FIDwoyCg8PCjIKDwETCg8AAgAAAAAEsASwAC8AXwAAATMyFh0BHgEXMzIWHQEUBisBDgEHFRQGKwEiJj0BLgEnIyImPQE0NjsBPgE3NTQ2ExUUBisBIiY9AQ4BBzMyFh0BFAYrAR4BFzU0NjsBMhYdAT4BNyMiJj0BNDY7AS4BAg2WCg9nlxvCCg8PCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw%2B5DwqWCg9EZheoCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmBLAPCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw8KlgoPZ5cbwgoP%2Fs2oCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmRA8KlgoPRGYAAwAXABcEmQSZAA8AGwA%2FAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBxcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyAePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnKaQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwdABxUHfHwHFQSZW5vW6tabW1ub1urWmztyxejFcnLF6MVaQAcVB3x8BxUHQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwAAAAMAFwAXBJkEmQAPABsAMAAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcXFhQHAQYiLwEmND8BNjIfATc2MgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJyg2oHB%2F7ACBQIyggIagcVB0%2FFBxUEmVub1urWm1tbm9bq1ps7csXoxXJyxejFfWoHFQf%2BvwcHywcVB2oICE%2FFBwAAAAMAFwAXBJkEmQAPABgAIQAAADIeAhQOAiIuAjQ%2BAQUiDgEVFBcBJhcBFjMyPgE1NAHj6tabW1ub1urWm1tbmwFLdMVyQQJLafX9uGhzdMVyBJlbm9bq1ptbW5vW6tabO3LFdHhpAktB0P24PnLFdHMAAAAAAQAXAFMEsAP5ABUAABMBNhYVESEyFh0BFAYjIREUBicBJjQnAgoQFwImFR0dFf3aFxD99hACRgGrDQoV%2Ft0dFcgVHf7dFQoNAasNJgAAAAABAAAAUwSZA%2FkAFQAACQEWFAcBBiY1ESEiJj0BNDYzIRE0NgJ%2FAgoQEP32EBf92hUdHRUCJhcD8f5VDSYN%2FlUNChUBIx0VyBUdASMVCgAAAAEAtwAABF0EmQAVAAAJARYGIyERFAYrASImNREhIiY3ATYyAqoBqw0KFf7dHRXIFR3%2B3RUKDQGrDSYEif32EBf92hUdHRUCJhcQAgoQAAAAAQC3ABcEXQSwABUAAAEzMhYVESEyFgcBBiInASY2MyERNDYCJsgVHQEjFQoN%2FlUNJg3%2BVQ0KFQEjHQSwHRX92hcQ%2FfYQEAIKEBcCJhUdAAABAAAAtwSZBF0AFwAACQEWFAcBBiY1EQ4DBz4ENxE0NgJ%2FAgoQEP32EBdesKWBJAUsW4fHfhcEVf5VDSYN%2FlUNChUBIwIkRHVNabGdcUYHAQYVCgACAAAAAASwBLAAFQArAAABITIWFREUBi8BBwYiLwEmND8BJyY2ASEiJjURNDYfATc2Mh8BFhQPARcWBgNSASwVHRUOXvkIFAhqBwf5Xg4I%2FiH%2B1BUdFQ5e%2BQgUCGoHB%2FleDggEsB0V%2FtQVCA5e%2BQcHaggUCPleDhX7UB0VASwVCA5e%2BQcHaggUCPleDhUAAAACAEkASQRnBGcAFQArAAABFxYUDwEXFgYjISImNRE0Nh8BNzYyASEyFhURFAYvAQcGIi8BJjQ%2FAScmNgP2agcH%2BV4OCBX%2B1BUdFQ5e%2BQgU%2FQwBLBUdFQ5e%2BQgUCGoHB%2FleDggEYGoIFAj5Xg4VHRUBLBUIDl75B%2F3xHRX%2B1BUIDl75BwdqCBQI%2BV4OFQAAAAADABcAFwSZBJkADwAfAC8AAAAyHgIUDgIiLgI0PgEFIyIGFxMeATsBMjY3EzYmAyMiBh0BFBY7ATI2PQE0JgHj6tabW1ub1urWm1tbmwGz0BQYBDoEIxQ2FCMEOgQYMZYKDw8KlgoPDwSZW5vW6tabW1ub1urWm7odFP7SFB0dFAEuFB3%2BDA8KlgoPDwqWCg8AAAAABQAAAAAEsASwAEkAVQBhAGgAbwAAATIWHwEWHwEWFxY3Nj8BNjc2MzIWHwEWHwIeATsBMhYdARQGKwEiBh0BIREjESE1NCYrASImPQE0NjsBMjY1ND8BNjc%2BBAUHBhY7ATI2LwEuAQUnJgYPAQYWOwEyNhMhIiY1ESkBERQGIyERAQQJFAUFFhbEFQ8dCAsmxBYXERUXMA0NDgQZCAEPCj0KDw8KMgoP%2FnDI%2FnAPCjIKDw8KPQsOCRkFDgIGFRYfAp2mBwQK2woKAzMDEP41sQgQAzMDCgrnCwMe%2FokKDwGQAlgPCv6JBLAEAgIKDXYNCxUJDRZ2DQoHIREQFRh7LAkLDwoyCg8PCq8BLP7UrwoPDwoyCg8GBQQwgBkUAwgWEQ55ogcKDgqVCgSqnQcECo8KDgr8cg8KAXf%2BiQoPAZAAAAAAAgAAAAwErwSmACsASQAAATYWFQYCDgQuAScmByYOAQ8BBiY1NDc%2BATc%2BAScuAT4BNz4GFyYGBw4BDwEOBAcOARY2Nz4CNz4DNz4BBI0IGgItQmxhi2KORDg9EQQRMxuZGhYqCFUYEyADCQIQOjEnUmFch3vAJQgdHyaiPT44XHRZUhcYDhItIRmKcVtGYWtbKRYEBKYDEwiy%2Ft3IlVgxEQgLCwwBAQIbG5kYEyJAJghKFRE8Hzdff4U%2FM0o1JSMbL0QJGCYvcSEhHjZST2c1ODwEJygeW0AxJUBff1UyFAABAF0AHgRyBM8ATwAAAQ4BHgQXLgc%2BATceAwYHDgQHBicmNzY3PgQuAScWDgMmJy4BJyY%2BBDcGHgM3PgEuAicmPgMCjScfCic4R0IgBBsKGAoQAwEJEg5gikggBhANPkpTPhZINx8SBgsNJysiCRZOQQoVNU1bYC9QZwICBAUWITsoCAYdJzIYHw8YIiYHDyJJYlkEz0OAZVxEOSQMBzgXOB42IzElKRIqg5Gnl0o3Z0c6IAYWCwYNAwQFIDhHXGF1OWiqb0sdBxUknF0XNTQ8PEUiNWNROBYJDS5AQVUhVZloUSkAAAAAA%2F%2FcAGoE1ARGABsAPwBRAAAAMh4FFA4FIi4FND4EBSYGFxYVFAYiJjU0NzYmBwYHDgEXHgQyPgM3NiYnJgUHDgEXFhcWNj8BNiYnJicuAQIGpJ17bk85HBw6T257naKde25POhwcOU9uewIPDwYIGbD4sBcIBw5GWg0ECxYyWl%2BDiINfWjIWCwQMWv3%2FIw8JCSU4EC0OIw4DDywtCyIERi1JXGJcSSpJXGJcSS0tSVxiXEkqSVxiXEncDwYTOT58sLB8OzcTBg9FcxAxEiRGXkQxMEVeRSQSMRF1HiQPLxJEMA0EDyIPJQ8sSRIEAAAABP%2FcAAAE1ASwABQAJwA7AEwAACEjNy4ENTQ%2BBTMyFzczEzceARUUDgMHNz4BNzYmJyYlBgcOARceBBc3LgE1NDc2JhcHDgEXFhcWNj8CJyYnLgECUJQfW6l2WSwcOU9ue51SPUEglCYvbIknUGqYUi5NdiYLBAw2%2FVFGWg0ECxIqSExoNSlrjxcIB3wjDwkJJTgQLQ4MFgMsLQsieBRhdHpiGxVJXGJcSS0Pef5StVXWNBpacm5jGq0xiD8SMRFGckVzEDESHjxRQTkNmhKnbjs3EwZwJA8vEkQwDQQPC1YELEkSBAAAAAP%2FngAABRIEqwALABgAKAAAJwE2FhcBFgYjISImJSE1NDY7ATIWHQEhAQczMhYPAQ4BKwEiJi8BJjZaAoIUOBQCghUbJfryJRsBCgFZDwqWCg8BWf5DaNAUGAQ6BCMUNhQjBDoEGGQEKh8FIfvgIEdEhEsKDw8KSwLT3x0U%2FBQdHRT8FB0AAAABAGQAFQSwBLAAKAAAADIWFREBHgEdARQGJyURFh0BFAYvAQcGJj0BNDcRBQYmPQE0NjcBETQCTHxYAWsPFhgR%2FplkGhPNzRMaZP6ZERgWDwFrBLBYPv6t%2FrsOMRQpFA0M%2Bf75XRRAFRAJgIAJEBVAFF0BB%2FkMDRQpFDEOAUUBUz4AAAARAAAAAARMBLAAHQAnACsALwAzADcAOwA%2FAEMARwBLAE8AUwBXAFsAXwBjAAABMzIWHQEzMhYdASE1NDY7ATU0NjsBMhYdASE1NDYBERQGIyEiJjURFxUzNTMVMzUzFTM1MxUzNTMVMzUFFTM1MxUzNTMVMzUzFTM1MxUzNQUVMzUzFTM1MxUzNTMVMzUzFTM1A1JkFR0yFR37tB0VMh0VZBUdAfQdAQ8dFfwYFR1kZGRkZGRkZGRk%2FHxkZGRkZGRkZGT8fGRkZGRkZGRkZASwHRUyHRWWlhUdMhUdHRUyMhUd%2FnD9EhUdHRUC7shkZGRkZGRkZGRkyGRkZGRkZGRkZGTIZGRkZGRkZGRkZAAAAAMAAAAZBXcElwAZACUANwAAARcWFA8BBiY9ASMBISImPQE0NjsBATM1NDYBBycjIiY9ATQ2MyEBFxYUDwEGJj0BIyc3FzM1NDYEb%2FkPD%2FkOFZ%2F9qP7dFR0dFdECWPEV%2FamNetEVHR0VASMDGvkPD%2FkOFfG1jXqfFQSN5g4qDuYOCBWW%2FagdFWQVHQJYlhUI%2FpiNeh0VZBUd%2Fk3mDioO5g4IFZa1jXqWFQgAAAABAAAAAASwBEwAEgAAEyEyFhURFAYjIQERIyImNRE0NmQD6Ck7Oyn9rP7QZCk7OwRMOyn9qCk7%2FtQBLDspAlgpOwAAAAMAZAAABEwEsAAJABMAPwAAEzMyFh0BITU0NiEzMhYdASE1NDYBERQOBSIuBTURIRUUFRwBHgYyPgYmNTQ9AZbIFR3%2B1B0C0cgVHf7UHQEPBhgoTGacwJxmTCgYBgEsAwcNFB8nNkI2Jx8TDwUFAQSwHRX6%2BhUdHRX6%2BhUd%2FnD%2B1ClJalZcPigoPlxWakkpASz6CRIVKyclIRsWEAgJEBccISUnKhURCPoAAAAB%2F%2F8A1ARMA8IABQAAAQcJAScBBEzG%2Fp%2F%2Bn8UCJwGbxwFh%2Fp%2FHAicAAQAAAO4ETQPcAAUAAAkCNwkBBE392v3ZxgFhAWEDFf3ZAifH%2Fp8BYQAAAAAC%2F1EAZAVfA%2BgAFAApAAABITIWFREzMhYPAQYiLwEmNjsBESElFxYGKwERIRchIiY1ESMiJj8BNjIBlALqFR2WFQgO5g4qDuYOCBWW%2FoP%2BHOYOCBWWAYHX%2FRIVHZYVCA7mDioD6B0V%2FdkVDvkPD%2FkOFQGRuPkOFf5wyB0VAiYVDvkPAAABAAYAAASeBLAAMAAAEzMyFh8BITIWBwMOASMhFyEyFhQGKwEVFAYiJj0BIRUUBiImPQEjIiYvAQMjIiY0NjheERwEJgOAGB4FZAUsIf2HMAIXFR0dFTIdKh3%2B1B0qHR8SHQYFyTYUHh4EsBYQoiUY%2FiUVK8gdKh0yFR0dFTIyFR0dFTIUCQoDwR0qHQAAAAACAAAAAASwBEwACwAPAAABFSE1MzQ2MyEyFhUFIREhBLD7UMg7KQEsKTv9RASw%2B1AD6GRkKTs7Kcj84AACAAAAAAXcBEwADAAQAAATAxEzNDYzITIWFSEVBQEhAcjIyDspASwqOgH0ASz%2B1PtQASwDIP5wAlgpOzspyGT9RAK8AAEBRQAAA2sErwAbAAABFxYGKwERMzIWDwEGIi8BJjY7AREjIiY%2FATYyAnvmDggVlpYVCA7mDioO5g4IFZaWFQgO5g4qBKD5DhX9pxUO%2BQ8P%2BQ4VAlkVDvkPAAAAAQABAUQErwNrABsAAAEXFhQPAQYmPQEhFRQGLwEmND8BNhYdASE1NDYDqPkODvkPFf2oFQ%2F5Dg75DxUCWBUDYOUPKQ%2FlDwkUl5cUCQ%2FlDykP5Q8JFZWVFQkAAAAEAAAAAASwBLAACQAZAB0AIQAAAQMuASMhIgYHAwUhIgYdARQWMyEyNj0BNCYFNTMVMzUzFQSRrAUkFP1gFCQFrAQt%2FBgpOzspA%2BgpOzv%2Bq2RkZAGQAtwXLSgV%2FR1kOylkKTs7KWQpO8hkZGRkAAAAA%2F%2BcAGQEsARMAAsAIwAxAAAAMhYVERQGIiY1ETQDJSMTFgYjIisBIiYnAj0BNDU0PgE7ASUBFSIuAz0BND4CNwRpKh0dKh1k%2FV0mLwMRFQUCVBQdBDcCCwzIAqP8GAQOIhoWFR0dCwRMHRX8rhUdHRUDUhX8mcj%2B7BAIHBUBUQ76AgQQDw36%2FtT6AQsTKRwyGigUDAEAAAACAEoAAARmBLAALAA1AAABMzIWDwEeARcTFzMyFhQGBw4EIyIuBC8BLgE0NjsBNxM%2BATcnJjYDFjMyNw4BIiYCKV4UEgYSU3oPP3YRExwaEggeZGqfTzl0XFU%2BLwwLEhocExF2Pw96UxIGEyQyNDUxDDdGOASwFRMlE39N%2FrmtHSkoBwQLHBYSCg4REg4FBAgoKR2tAUdNfhQgExr7vgYGMT09AAEAFAAUBJwEnAAXAAABNwcXBxcHFycHJwcnBzcnNyc3Jxc3FzcDIOBO6rS06k7gLZubLeBO6rS06k7gLZubA7JO4C2bmy3gTuq0tOpO4C2bmy3gTuq0tAADAAAAZASwBLAAIQAtAD0AAAEzMhYdAQchMhYdARQHAw4BKwEiJi8BIyImNRE0PwI%2BARcPAREzFzMTNSE3NQEzMhYVERQGKwEiJjURNDYCijIoPBwBSCg8He4QLBf6B0YfHz0tNxSRYA0xG2SWZIjW%2Bv4%2BMv12ZBUdHRVkFR0dBLBRLJZ9USxkLR3%2BqBghMhkZJCcBkCQbxMYcKGTU1f6JZAF3feGv%2FtQdFf4MFR0dFQH0FR0AAAAAAwAAAAAEsARMACAAMAA8AAABMzIWFxMWHQEUBiMhFh0BFAYrASImLwImNRE0NjsBNgUzMhYVERQGKwEiJjURNDYhByMRHwEzNSchNQMCWPoXLBDuHTwo%2FrgcPCgyGzENYJEUNy09fP3pZBUdHRVkFR0dAl%2BIZJZkMjIBwvoETCEY%2FqgdLWQsUXYHlixRKBzGxBskAZAnJGRkHRX%2BDBUdHRUB9BUdZP6J1dSv4X0BdwADAAAAZAUOBE8AGwA3AEcAAAElNh8BHgEPASEyFhQGKwEDDgEjISImNRE0NjcXERchEz4BOwEyNiYjISoDLgQnJj8BJwUzMhYVERQGKwEiJjURNDYBZAFrHxZuDQEMVAEuVGxuVGqDBhsP%2FqoHphwOOmQBJYMGGw%2FLFRMSFv44AgoCCQMHAwUDAQwRklb9T2QVHR0VZBUdHQNp5hAWcA0mD3lMkE7%2BrRUoog0CDRElCkj%2BCVkBUxUoMjIBAgIDBQIZFrdT5B0V%2FgwVHR0VAfQVHQAAAAP%2FnABkBLAETwAdADYARgAAAQUeBBURFAYjISImJwMjIiY0NjMhJyY2PwE2BxcWBw4FKgIjIRUzMhYXEyE3ESUFMzIWFREUBisBIiY1ETQ2AdsBbgIIFBANrAf%2Bqg8bBoNqVW1sVAEuVQsBDW4WSpIRDAIDBQMHAwkDCgH%2BJd0PHAaCASZq%2FqoCUGQVHR0VZBUdHQRP5gEFEBEXC%2F3zDaIoFQFTTpBMeQ8mDXAWrrcWGQIFAwICAWQoFf6tWQH37OQdFf4MFR0dFQH0FR0AAAADAGEAAARMBQ4AGwA3AEcAAAAyFh0BBR4BFREUBiMhIiYvAQMmPwE%2BAR8BETQXNTQmBhURHAMOBAcGLwEHEyE3ESUuAQMhMhYdARQGIyEiJj0BNDYB3pBOAVMVKKIN%2FfMRJQoJ5hAWcA0mD3nGMjIBAgIDBQIZFrdT7AH3Wf6tFSiWAfQVHR0V%2FgwVHR0FDm5UaoMGGw%2F%2BqgemHA4OAWsfFm4NAQxUAS5U1ssVExIW%2FjgCCgIJAwcDBQMBDBGSVv6tZAElgwYb%2FQsdFWQVHR0VZBUdAAP%2F%2FQAGA%2BgFFAAPAC0ASQAAASEyNj0BNCYjISIGHQEUFgEVFAYiJjURBwYmLwEmNxM%2BBDMhMhYVERQGBwEDFzc2Fx4FHAIVERQWNj0BNDY3JREnAV4B9BUdHRX%2BDBUdHQEPTpBMeQ8mDXAWEOYBBRARFwsCDQ2iKBX9iexTtxYZAgUDAgIBMjIoFQFTWQRMHRVkFR0dFWQVHfzmalRubFQBLlQMAQ1uFh8BawIIEw8Mpgf%2Bqg8bBgHP%2Fq1WkhEMAQMFAwcDCQIKAv44FhITFcsPGwaDASVkAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBJSYGHQEhIgYdARQWMyEVFBY3JTY0AeLs1ptbW5vW7NabW1ubAob%2B7RAX%2Fu0KDw8KARMXEAETEASaW5vW7NabW1ub1uzWm%2F453w0KFYkPCpYKD4kVCg3fDSYAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgENAQYUFwUWNj0BITI2PQE0JiMhNTQmAeLs1ptbW5vW7NabW1ubASX%2B7RAQARMQFwETCg8PCv7tFwSaW5vW7NabW1ub1uzWm%2BjfDSYN3w0KFYkPCpYKD4kVCgAAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBAyYiBwMGFjsBERQWOwEyNjURMzI2AeLs1ptbW5vW7NabW1ubAkvfDSYN3w0KFYkPCpYKD4kVCgSaW5vW7NabW1ub1uzWm%2F5AARMQEP7tEBf%2B7QoPDwoBExcAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEFIyIGFREjIgYXExYyNxM2JisBETQmAeLs1ptbW5vW7NabW1ubAZeWCg%2BJFQoN3w0mDd8NChWJDwSaW5vW7NabW1ub1uzWm7sPCv7tFxD%2B7RAQARMQFwETCg8AAAMAGAAYBJgEmAAPAJYApgAAADIeAhQOAiIuAjQ%2BASUOAwcGJgcOAQcGFgcOAQcGFgcUFgcyHgEXHgIXHgI3Fg4BFx4CFxQGFBcWNz4CNy4BJy4BJyIOAgcGJyY2NS4BJzYuAQYHBicmNzY3HgIXHgMfAT4CJyY%2BATc%2BAzcmNzIWMjY3LgMnND4CJiceAT8BNi4CJwYHFB4BFS4CJz4BNxYyPgEB5OjVm1xcm9Xo1ZtcXJsBZA8rHDoKDz0PFD8DAxMBAzEFCRwGIgEMFhkHECIvCxU%2FOR0HFBkDDRQjEwcFaHUeISQDDTAMD0UREi4oLBAzDwQBBikEAQMLGhIXExMLBhAGKBsGBxYVEwYFAgsFAwMNFwQGCQcYFgYQCCARFwkKKiFBCwQCAQMDHzcLDAUdLDgNEiEQEgg%2FKhADGgMKEgoRBJhcm9Xo1ZtcXJvV6NWbEQwRBwkCAwYFBycPCxcHInIWInYcCUcYChQECA4QBAkuHgQPJioRFRscBAcSCgwCch0kPiAIAQcHEAsBAgsLIxcBMQENCQIPHxkCFBkdHB4QBgEBBwoMGBENBAMMJSAQEhYXDQ4qFBkKEhIDCQsXJxQiBgEOCQwHAQ0DBAUcJAwSCwRnETIoAwEJCwsLJQcKDBEAAAAAAQAAAAIErwSFABYAAAE2FwUXNxYGBw4BJwEGIi8BJjQ3ASY2AvSkjv79kfsGUE08hjv9rA8rD28PDwJYIk8EhVxliuh%2BWYcrIgsW%2FawQEG4PKxACV2XJAAYAAABgBLAErAAPABMAIwAnADcAOwAAEyEyFh0BFAYjISImPQE0NgUjFTMFITIWHQEUBiMhIiY9ATQ2BSEVIQUhMhYdARQGIyEiJj0BNDYFIRUhZAPoKTs7KfwYKTs7BBHIyPwYA%2BgpOzsp%2FBgpOzsEEf4MAfT8GAPoKTs7KfwYKTs7BBH%2B1AEsBKw7KWQpOzspZCk7ZGTIOylkKTs7KWQpO2RkyDspZCk7OylkKTtkZAAAAAIAZAAABEwEsAALABEAABMhMhYUBiMhIiY0NgERBxEBIZYDhBUdHRX8fBUdHQI7yP6iA4QEsB0qHR0qHf1E%2FtTIAfQB9AAAAAMAAABkBLAEsAAXABsAJQAAATMyFh0BITIWFREhNSMVIRE0NjMhNTQ2FxUzNQEVFAYjISImPQEB9MgpOwEsKTv%2BDMj%2BDDspASw7KcgB9Dsp%2FBgpOwSwOylkOyn%2BcGRkAZApO2QpO2RkZP1EyCk7OynIAAAABAAAAAAEsASwABUAKwBBAFcAABMhMhYPARcWFA8BBiIvAQcGJjURNDYpATIWFREUBi8BBwYiLwEmND8BJyY2ARcWFA8BFxYGIyEiJjURNDYfATc2MgU3NhYVERQGIyEiJj8BJyY0PwE2MhcyASwVCA5exwcHaggUCMdeDhUdAzUBLBUdFQ5exwgUCGoHB8deDgj%2BL2oHB8deDggV%2FtQVHRUOXscIFALLXg4VHRX%2B1BUIDl7HBwdqCBQIBLAVDl7HCBQIagcHx14OCBUBLBUdHRX%2B1BUIDl7HBwdqCBQIx14OFf0maggUCMdeDhUdFQEsFQgOXscHzl4OCBX%2B1BUdFQ5exwgUCGoHBwAAAAYAAAAABKgEqAAPABsAIwA7AEMASwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiQyFhQGIiY0JDIWFAYjIicHFhUUBiImNTQ2PwImNTQEMhYUBiImNCQyFhQGIiY0Advy3Z9fX5%2Fd8t2gXl6gAcbgv29vv%2BC%2Fb2%2F%2BLS0gIC0gAUwtICAWDg83ETNIMykfegEJ%2FoctICAtIAIdLSAgLSAEqF%2Bf3fLdoF5eoN3y3Z9Xb7%2Fgv29vv%2BC%2FBiAtISEtICAtIQqRFxwkMzMkIDEFfgEODhekIC0gIC0gIC0gIC0AAf%2FYAFoEuQS8AFsAACUBNjc2JicmIyIOAwcABw4EFx4BMzI3ATYnLgEjIgcGBwEOASY0NwA3PgEzMhceARcWBgcOBgcGIyImJyY2NwE2NzYzMhceARcWBgcBDgEnLgECIgHVWwgHdl8WGSJBMD8hIP6IDx4eLRMNBQlZN0ozAiQkEAcdEhoYDRr%2Bqw8pHA4BRyIjQS4ODyw9DQ4YIwwod26La1YOOEBGdiIwGkQB%2F0coW2tQSE5nDxE4Qv4eDyoQEAOtAdZbZWKbEQQUGjIhH%2F6JDxsdNSg3HT5CMwIkJCcQFBcMGv6uDwEcKQ4BTSIjIQEINykvYyMLKnhuiWZMBxtAOU6%2BRAH%2FSBg3ISSGV121Qv4kDwIPDyYAAAACAGQAWASvBEQAGQBEAAABPgIeAhUUDgMHLgQ1ND4CHgEFIg4DIi4DIyIGFRQeAhcWFx4EMj4DNzY3PgQ1NCYCiTB7eHVYNkN5hKg%2BPqeFeEM4WnZ4eQEjIT8yLSohJyktPyJDbxtBMjMPBw86KzEhDSIzKUAMBAgrKT8dF2oDtURIBS1TdkA5eYB%2FslVVsn%2BAeTlAdlMtBUgtJjY1JiY1NiZvTRc4SjQxDwcOPCouGBgwKEALBAkpKkQqMhNPbQACADn%2F8gR3BL4AFwAuAAAAMh8BFhUUBg8BJi8BNycBFwcvASY0NwEDNxYfARYUBwEGIi8BJjQ%2FARYfAQcXAQKru0KNQjgiHR8uEl%2F3%2FnvUaRONQkIBGxJpCgmNQkL%2B5UK6Qo1CQjcdLhJf9wGFBL5CjUJeKmsiHTUuEl%2F4%2FnvUahKNQrpCARv%2BRmkICY1CukL%2B5UJCjUK7Qjc3LxFf%2BAGFAAAAAAMAyAAAA%2BgEsAARABUAHQAAADIeAhURFAYjISImNRE0PgEHESERACIGFBYyNjQCBqqaZDo7Kf2oKTs8Zj4CWP7%2FVj09Vj0EsB4uMhX8Ryk7OykDuRUzLar9RAK8%2FRY9Vj09VgABAAAAAASwBLAAFgAACQEWFAYiLwEBEScBBRMBJyEBJyY0NjIDhgEbDx0qDiT%2B6dT%2BzP7oywEz0gEsAQsjDx0qBKH%2B5g8qHQ8j%2FvX%2B1NL%2BzcsBGAE01AEXJA4qHQAAAAADAScAEQQJBOAAMgBAAEsAAAEVHgQXIy4DJxEXHgQVFAYHFSM1JicuASczHgEXEScuBDU0PgI3NRkBDgMVFB4DFxYXET4ENC4CArwmRVI8LAKfBA0dMydAIjxQNyiym2SWVygZA4sFV0obLkJOMCAyVWg6HSoqFQ4TJhkZCWgWKTEiGBkzNwTgTgUTLD9pQiQuLBsH%2Fs0NBxMtPGQ%2Bi6oMTU8QVyhrVk1iEAFPCA4ZLzlYNkZwSCoGTf4SARIEDh02Jh0rGRQIBgPQ%2FsoCCRYgNEM0JRkAAAABAGQAZgOUBK0ASgAAATIeARUjNC4CIyIGBwYVFB4BFxYXMxUjFgYHBgc%2BATM2FjMyNxcOAyMiLgEHDgEPASc%2BBTc%2BAScjNTMmJy4CPgE3NgIxVJlemSc8OxolVBQpGxoYBgPxxQgVFS02ImIWIIwiUzUyHzY4HCAXanQmJ1YYFzcEGAcTDBEJMAwk3aYXFQcKAg4tJGEErVCLTig%2FIhIdFSw5GkowKgkFZDKCHj4yCg8BIh6TExcIASIfBAMaDAuRAxAFDQsRCjePR2QvORQrREFMIVgAAAACABn%2F%2FwSXBLAADwAfAAABMzIWDwEGIi8BJjY7AREzBRcWBisBESMRIyImPwE2MgGQlhUIDuYOKg7mDggVlsgCF%2BYOCBWWyJYVCA7mDioBLBYO%2Bg8P%2Bg4WA4QQ%2BQ4V%2FHwDhBUO%2BQ8AAAQAGf%2F%2FA%2BgEsAAHABcAGwAlAAABIzUjFSMRIQEzMhYPAQYiLwEmNjsBETMFFTM1EwczFSE1NyM1IQPoZGRkASz9qJYVCA7mDioO5g4IFZbIAZFkY8jI%2FtTIyAEsArxkZAH0%2FHwWDvoPD%2FoOFgOEZMjI%2FRL6ZJb6ZAAAAAAEABn%2F%2FwPoBLAADwAZACEAJQAAATMyFg8BBiIvASY2OwERMwUHMxUhNTcjNSERIzUjFSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAljIyP7UyMgBLGRkZAEsx2QBLBYO%2Bg8P%2Bg4WA4SW%2BmSW%2BmT7UGRkAfRkyMgAAAAEABn%2F%2FwRMBLAADwAVABsAHwAAATMyFg8BBiIvASY2OwERMwEjESM1MxMjNSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAlhkZMhkZMgBLMdkASwWDvoPD%2FoOFgOE%2FgwBkGT7UGQBkGTIyAAAAAAEABn%2F%2FwRMBLAADwAVABkAHwAAATMyFg8BBiIvASY2OwERMwEjNSMRIQcVMzUDIxEjNTMBkJYVCA7mDioO5g4IFZbIArxkyAEsx2QBZGTIASwWDvoPD%2FoOFgOE%2FgxkAZBkyMj7tAGQZAAAAAAFABn%2F%2FwSwBLAADwATABcAGwAfAAABMzIWDwEGIi8BJjY7AREzBSM1MxMhNSETITUhEyE1IQGQlhUIDuYOKg7mDggVlsgB9MjIZP7UASxk%2FnABkGT%2BDAH0ASwWDvoPD%2FoOFgOEyMj%2BDMj%2BDMj%2BDMgABQAZ%2F%2F8EsASwAA8AEwAXABsAHwAAATMyFg8BBiIvASY2OwERMwUhNSEDITUhAyE1IQMjNTMBkJYVCA7mDioO5g4IFZbIAyD%2BDAH0ZP5wAZBk%2FtQBLGTIyAEsFg76Dw%2F6DhYDhMjI%2FgzI%2FgzI%2FgzIAAIAAAAABEwETAAPAB8AAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmAV4BkKK8u6P%2BcKW5uQJn%2FgwpOzspAfQpOzsETLuj%2FnClubmlAZClucg7Kf4MKTs7KQH0KTsAAAAAAwAAAAAETARMAA8AHwArAAABITIWFREUBiMhIiY1ETQ2BSEiBhURFBYzITI2NRE0JgUXFhQPAQYmNRE0NgFeAZClubml%2FnCju7wCZP4MKTs7KQH0KTs7%2Fm%2F9ERH9EBgYBEy5pf5wpbm5pQGQo7vIOyn%2BDCk7OykB9Ck7gr4MJAy%2BDAsVAZAVCwAAAAADAAAAAARMBEwADwAfACsAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFg8BBiIvASY2AV4BkKO7uaX%2BcKW5uQJn%2FgwpOzspAfQpOzv%2BFQGQFQsMvgwkDL4MCwRMvKL%2BcKW5uaUBkKO7yDsp%2FgwpOzspAfQpO8gYEP0REf0QGAAAAAMAAAAABEwETAAPAB8AKwAAASEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFFxYGIyEiJj8BNjIBXgGQpbm5pf5wo7u5Amf%2BDCk7OykB9Ck7O%2F77vgwLFf5wFQsMvgwkBEy5pf5wo7u8ogGQpbnIOyn%2BDCk7OykB9Ck7z%2F0QGBgQ%2FREAAAAAAgAAAAAFFARMAB8ANQAAASEyFhURFAYjISImPQE0NjMhMjY1ETQmIyEiJj0BNDYHARYUBwEGJj0BIyImPQE0NjsBNTQ2AiYBkKW5uaX%2BcBUdHRUBwik7Oyn%2BPhUdHb8BRBAQ%2FrwQFvoVHR0V%2BhYETLml%2FnCluR0VZBUdOykB9Ck7HRVkFR3p%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgAAAQDZAAID1wSeACMAAAEXFgcGAgclMhYHIggBBwYrAScmNz4BPwEhIicmNzYANjc2MwMZCQgDA5gCASwYEQ4B%2Fvf%2B8wQMDgkJCQUCUCcn%2FtIXCAoQSwENuwUJEASeCQoRC%2F5TBwEjEv7K%2FsUFDwgLFQnlbm4TFRRWAS%2FTBhAAAAACAAAAAAT%2BBEwAHwA1AAABITIWHQEUBiMhIgYVERQWMyEyFh0BFAYjISImNRE0NgUBFhQHAQYmPQEjIiY9ATQ2OwE1NDYBXgGQFR0dFf4%2BKTs7KQHCFR0dFf5wpbm5AvEBRBAQ%2FrwQFvoVHR0V%2BhYETB0VZBUdOyn%2BDCk7HRVkFR25pQGQpbnp%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgACAAAAAASwBLAAFQAxAAABITIWFREUBi8BAQYiLwEmNDcBJyY2ASMiBhURFBYzITI2PQE3ERQGIyEiJjURNDYzIQLuAZAVHRUObf7IDykPjQ8PAThtDgj%2B75wpOzspAfQpO8i7o%2F5wpbm5pQEsBLAdFf5wFQgObf7IDw%2BNDykPAThtDhX%2B1Dsp%2FgwpOzsplMj%2B1qW5uaUBkKW5AAADAA4ADgSiBKIADwAbACMAAAAyHgIUDgIiLgI0PgEEIg4BFB4BMj4BNCYEMhYUBiImNAHh7tmdXV2d2e7ZnV1dnQHD5sJxccLmwnFx%2FnugcnKgcgSiXZ3Z7tmdXV2d2e7ZnUdxwubCcXHC5sJzcqBycqAAAAMAAAAABEwEsAAVAB8AIwAAATMyFhURMzIWBwEGIicBJjY7ARE0NgEhMhYdASE1NDYFFTM1AcLIFR31FAoO%2FoEOJw3%2BhQ0JFfod%2FoUD6BUd%2B7QdA2dkBLAdFf6iFg%2F%2BVg8PAaoPFgFeFR38fB0V%2BvoVHWQyMgAAAAMAAAAABEwErAAVAB8AIwAACQEWBisBFRQGKwEiJj0BIyImNwE%2BAQEhMhYdASE1NDYFFTM1AkcBeg4KFfQiFsgUGPoUCw4Bfw4n%2FfkD6BUd%2B7QdA2dkBJ7%2BTQ8g%2BhQeHRX6IQ8BrxAC%2FH8dFfr6FR1kMjIAAwAAAAAETARLABQAHgAiAAAJATYyHwEWFAcBBiInASY0PwE2MhcDITIWHQEhNTQ2BRUzNQGMAXEHFQeLBwf98wcVB%2F7cBweLCBUH1APoFR37tB0DZ2QC0wFxBweLCBUH%2FfMICAEjCBQIiwcH%2FdIdFfr6FR1kMjIABAAAAAAETASbAAkAGQAjACcAABM3NjIfAQcnJjQFNzYWFQMOASMFIiY%2FASc3ASEyFh0BITU0NgUVMzWHjg4qDk3UTQ4CFtIOFQIBHRX9qxUIDtCa1P49A%2BgVHfu0HQNnZAP%2Fjg4OTdRMDyqa0g4IFf2pFB4BFQ7Qm9T9Oh0V%2BvoVHWQyMgAAAAQAAAAABEwEsAAPABkAIwAnAAABBR4BFRMUBi8BByc3JyY2EwcGIi8BJjQ%2FAQEhMhYdASE1NDYFFTM1AV4CVxQeARUO0JvUm9IOCMNMDyoOjg4OTf76A%2BgVHfu0HQNnZASwAgEdFf2rFQgO0JrUmtIOFf1QTQ4Ojg4qDk3%2BWB0V%2BvoVHWQyMgACAAT%2F7ASwBK8ABQAIAAAlCQERIQkBFQEEsP4d%2Fsb%2BcQSs%2FTMCq2cBFP5xAacDHPz55gO5AAAAAAIAAABkBEwEsAAVABkAAAERFAYrAREhESMiJjURNDY7AREhETMHIzUzBEwdFZb9RJYVHR0V%2BgH0ZMhkZAPo%2FK4VHQGQ%2FnAdFQPoFB7%2B1AEsyMgAAAMAAABFBN0EsAAWABoALwAAAQcBJyYiDwEhESMiJjURNDY7AREhETMHIzUzARcWFAcBBiIvASY0PwE2Mh8BATYyBEwC%2FtVfCRkJlf7IlhUdHRX6AfRkyGRkAbBqBwf%2BXAgUCMoICGoHFQdPASkHFQPolf7VXwkJk%2F5wHRUD6BQe%2FtQBLMjI%2Fc5qBxUH%2FlsHB8sHFQdqCAhPASkHAAMAAAANBQcEsAAWABoAPgAAAREHJy4BBwEhESMiJjURNDY7AREhETMHIzUzARcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyBExnhg8lEP72%2FreWFR0dFfoB9GTIZGQB9kYPD4ODDw9GDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykD6P7zZ4YPAw7%2B9v5wHRUD6BQe%2FtQBLMjI%2FYxGDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykPRg8Pg4MPAAADAAAAFQSXBLAAFQAZAC8AAAERISIGHQEhESMiJjURNDY7AREhETMHIzUzEzMyFh0BMzIWDwEGIi8BJjY7ATU0NgRM%2FqIVHf4MlhUdHRX6AfRkyGRklmQVHZYVCA7mDioO5g4IFZYdA%2Bj%2B1B0Vlv5wHRUD6BQe%2FtQBLMjI%2FagdFfoVDuYODuYOFfoVHQAAAAADAAAAAASXBLAAFQAZAC8AAAERJyYiBwEhESMiJjURNDY7AREhETMHIzUzExcWBisBFRQGKwEiJj0BIyImPwE2MgRMpQ4qDv75%2Fm6WFR0dFfoB9GTIZGTr5g4IFZYdFWQVHZYVCA7mDioD6P5wpQ8P%2Fvf%2BcB0VA%2BgUHv7UASzIyP2F5Q8V%2BhQeHhT6FQ%2FlDwADAAAAyASwBEwACQATABcAABMhMhYdASE1NDYBERQGIyEiJjURExUhNTIETBUd%2B1AdBJMdFfu0FR1kAZAETB0VlpYVHf7U%2FdoVHR0VAib%2B1MjIAAAGAAMAfQStBJcADwAZAB0ALQAxADsAAAEXFhQPAQYmPQEhNSE1NDYBIyImPQE0NjsBFyM1MwE3NhYdASEVIRUUBi8BJjQFIzU7AjIWHQEUBisBA6f4Dg74DhX%2BcAGQFf0vMhUdHRUyyGRk%2FoL3DhUBkP5wFQ73DwOBZGRkMxQdHRQzBI3mDioO5g4IFZbIlhUI%2FoUdFWQVHcjI%2FcvmDggVlsiWFQgO5g4qecgdFWQVHQAAAAACAGQAAASwBLAAFgBRAAABJTYWFREUBisBIiY1ES4ENRE0NiUyFh8BERQOAg8BERQGKwEiJjURLgQ1ETQ%2BAzMyFh8BETMRPAE%2BAjMyFh8BETMRND4DA14BFBklHRXIFR0EDiIaFiX%2B4RYZAgEVHR0LCh0VyBUdBA4iGhYBBwoTDRQZAgNkBQkVDxcZAQFkAQUJFQQxdBIUH%2FuuFR0dFQGNAQgbHzUeAWcfRJEZDA3%2BPhw%2FMSkLC%2F5BFR0dFQG%2FBA8uLkAcAcICBxENCxkMDf6iAV4CBxENCxkMDf6iAV4CBxENCwABAGQAAASwBEwAMwAAARUiDgMVERQWHwEVITUyNjURIREUFjMVITUyPgM1ETQmLwE1IRUiBhURIRE0JiM1BLAEDiIaFjIZGf5wSxn%2BDBlL%2FnAEDiIaFjIZGQGQSxkB9BlLBEw4AQUKFA78iBYZAQI4OA0lAYr%2BdiUNODgBBQoUDgN4FhkBAjg4DSX%2BdgGKJQ04AAAABgAAAAAETARMAAwAHAAgACQAKAA0AAABITIWHQEjBTUnITchBSEyFhURFAYjISImNRE0NhcVITUBBTUlBRUhNQUVFAYjIQchJyE3MwKjAXcVHWn%2B2cj%2BcGQBd%2F4lASwpOzsp%2FtQpOzspASwCvP5wAZD8GAEsArwdFf6JZP6JZAGQyGkD6B0VlmJiyGTIOyn%2BDCk7OykB9Ck7ZMjI%2FveFo4XGyMhm%2BBUdZGTIAAEAEAAQBJ8EnwAmAAATNzYWHwEWBg8BHgEXNz4BHwEeAQ8BBiIuBicuBTcRohEuDosOBhF3ZvyNdxEzE8ATBxGjAw0uMUxPZWZ4O0p3RjITCwED76IRBhPCFDERdo78ZXYRBA6IDi8RogEECBUgNUNjO0qZfHNVQBAAAAACAAAAAASwBEwAIwBBAAAAMh4EHwEVFAYvAS4BPQEmIAcVFAYPAQYmPQE%2BBRIyHgIfARUBHgEdARQGIyEiJj0BNDY3ATU0PgIB%2FLimdWQ%2FLAkJHRTKFB2N%2FsKNHRTKFB0DDTE7ZnTKcFImFgEBAW0OFR0V%2B7QVHRUOAW0CFiYETBUhKCgiCgrIFRgDIgMiFZIYGJIVIgMiAxgVyAQNJyQrIP7kExwcCgoy%2FtEPMhTUFR0dFdQUMg8BLzIEDSEZAAADAAAAAASwBLAADQAdACcAAAEHIScRMxUzNTMVMzUzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYETMj9qMjIyMjIyPyuArwVHR0VDIn8SokMFR0dswRMFR37UB0CvMjIAfTIyMjI%2FOAdKh1kZB0qHf7UHRUyMhUdAAAAAwBkAAAEsARMAAkAEwAdAAABIyIGFREhETQmASMiBhURIRE0JgEhETQ2OwEyFhUCvGQpOwEsOwFnZCk7ASw7%2FRv%2B1DspZCk7BEw7KfwYA%2BgpO%2F7UOyn9RAK8KTv84AGQKTs7KQAAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQURByMRMwcRMxHIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkyMhkZARMsHz%2BDHywsHwB9HywyP1EArzIZP7UZGQBLGT%2B1GQB9GT%2B1AEsAAAABf%2BcAAAEsARMAA8AEwAfACUAKQAAEyEyFhURFAYjISImNRE0NhcRIREBIzUjFSMRMxUzNTMFEQcjETMHETMRyAK8fLCwfP1EfLCwGAOE%2FgxkZGRkZGQBkGTIyGRkBEywfP4MfLCwfAH0fLDI%2FUQCvP2oyMgB9MjIZP7UZAH0ZP7UASwABP%2BcAAAEsARMAA8AEwAbACMAABMhMhYVERQGIyEiJjURNDYXESERBSMRMxUhESEFIxEzFSERIcgCvHywsHz9RHywsBgDhP4MyMj%2B1AEsAZDIyP7UASwETLB8%2Fgx8sLB8AfR8sMj9RAK8yP7UZAH0ZP7UZAH0AAAABP%2BcAAAEsARMAA8AEwAWABkAABMhMhYVERQGIyEiJjURNDYXESERAS0BDQERyAK8fLCwfP1EfLCwGAOE%2Fgz%2B1AEsAZD%2B1ARMsHz%2BDHywsHwB9HywyP1EArz%2BDJaWlpYBLAAAAAX%2FnAAABLAETAAPABMAFwAgACkAABMhMhYVERQGIyEiJjURNDYXESERAyERIQcjIgYVFBY7AQERMzI2NTQmI8gCvHywsHz9RHywsBgDhGT9RAK8ZIImOTYpgv4Mgik2OSYETLB8%2Fgx8sLB8AfR8sMj9RAK8%2FagB9GRWQUFUASz%2B1FRBQVYAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkZMjIZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yGT%2B1GRkASz%2BDAGQZP4MZAAG%2F5wAAASwBEwADwATABkAHwAjACcAABMhMhYVERQGIyEiJjURNDYXESERBTMRIREzASMRIzUzBRUzNQEjNTPIArx8sLB8%2FUR8sLAYA4T9RMj%2B1GQCWGRkyP2oZAEsZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yP5wAfT%2BDAGQZMjIyP7UZAAF%2F5wAAASwBEwADwATABwAIgAmAAATITIWFREUBiMhIiY1ETQ2FxEhEQEHIzU3NSM1IQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMdkx8gBLAGQZGTIx2RkBEywfP4MfLCwfAH0fLDI%2FUQCvP5wyDLIlmT%2BDAGQZP4MZAAAAAMACQAJBKcEpwAPABsAJQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgchFSEVISc1NyEB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWz%2B1AEs%2FtRkZAEsBKdentvw255eXp7b8NueTHHC5MJxccLkwtDIZGTIZAAAAAAEAAkACQSnBKcADwAbACcAKwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcVBxcVIycjFSMRIQcVMzUB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWwyZGRklmQBLMjIBKdentvw255eXp7b8NueTHHC5MJxccLkwtBkMmQyZGQBkGRkZAAAAv%2Fy%2F50EwgRBACAANgAAATIWFzYzMhYUBisBNTQmIyEiBh0BIyImNTQ2NyY1ND4BEzMyFhURMzIWDwEGIi8BJjY7ARE0NgH3brUsLC54qqp4gB0V%2FtQVHd5QcFZBAmKqepYKD4kVCg3fDSYN3w0KFYkPBEF3YQ6t8a36FR0dFfpzT0VrDhMSZKpi%2FbMPCv7tFxD0EBD0EBcBEwoPAAAAAAL%2F8v%2BcBMMEQQAcADMAAAEyFhc2MzIWFxQGBwEmIgcBIyImNTQ2NyY1ND4BExcWBisBERQGKwEiJjURIyImNzY3NjIB9m62LCsueaoBeFr%2Bhg0lDf6DCU9xVkECYqnm3w0KFYkPCpYKD4kVCg3HGBMZBEF3YQ%2BteGOkHAFoEBD%2Bk3NPRWsOExNkqWP9kuQQF%2F7tCg8PCgETFxDMGBMAAAABAGQAAARMBG0AGAAAJTUhATMBMwkBMwEzASEVIyIGHQEhNTQmIwK8AZD%2B8qr%2B8qr%2B1P7Uqv7yqv7yAZAyFR0BkB0VZGQBLAEsAU3%2Bs%2F7U%2FtRkHRUyMhUdAAAAAAEAeQAABDcEmwAvAAABMhYXHgEVFAYHFhUUBiMiJxUyFh0BITU0NjM1BiMiJjU0Ny4BNTQ2MzIXNCY1NDYCWF6TGll7OzIJaUo3LRUd%2FtQdFS03SmkELzlpSgUSAqMEm3FZBoNaPWcfHRpKaR77HRUyMhUd%2Bx5pShIUFVg1SmkCAhAFdKMAAAAGACcAFASJBJwAEQAqAEIASgBiAHsAAAEWEgIHDgEiJicmAhI3PgEyFgUiBw4BBwYWHwEWMzI3Njc2Nz4BLwEmJyYXIgcOAQcGFh8BFjMyNz4BNz4BLwEmJyYWJiIGFBYyNjciBw4BBw4BHwEWFxYzMjc%2BATc2Ji8BJhciBwYHBgcOAR8BFhcWMzI3PgE3NiYvASYD8m9PT29T2dzZU29PT29T2dzZ%2Fj0EBHmxIgQNDCQDBBcGG0dGYAsNAwkDCwccBAVQdRgEDA0iBAQWBhJROQwMAwkDCwf5Y4xjY4xjVhYGElE6CwwDCQMLBwgEBVB1GAQNDCIEjRcGG0dGYAsNAwkDCwcIBAR5sSIEDQwkAwPyb%2F7V%2FtVvU1dXU28BKwErb1NXVxwBIrF5DBYDCQEWYEZHGwMVDCMNBgSRAhh1UA0WAwkBFTpREgMVCyMMBwT6Y2OMY2MVFTpREQQVCyMMBwQCGHVQDRYDCQEkFmBGRxsDFQwjDQYEASKxeQwWAwkBAAAABQBkAAAD6ASwAAwADwAWABwAIgAAASERIzUhFSERNDYzIQEjNQMzByczNTMDISImNREFFRQGKwECvAEstP6s%2FoQPCgI%2FASzIZKLU1KJktP51Cg8DhA8KwwMg%2FoTIyALzCg%2F%2B1Mj84NTUyP4MDwoBi8jDCg8AAAAABQBkAAAD6ASwAAkADAATABoAIQAAASERCQERNDYzIQEjNRMjFSM1IzcDISImPQEpARUUBisBNQK8ASz%2Bov3aDwoCPwEsyD6iZKLUqv6dCg8BfAIIDwqbAyD9%2BAFe%2FdoERwoP%2FtTI%2FHzIyNT%2BZA8KNzcKD1AAAAAAAwAAAAAEsAP0AAgAGQAfAAABIxUzFyERIzcFMzIeAhUhFSEDETM0PgIBMwMhASEEiqJkZP7UotT9EsgbGiEOASz9qMhkDiEaAnPw8PzgASwB9AMgyGQBLNTUBBErJGT%2BogHCJCsRBP5w%2FnAB9AAAAAMAAAAABEwETAAZADIAOQAAATMyFh0BMzIWHQEUBiMhIiY9ATQ2OwE1NDYFNTIWFREUBiMhIic3ARE0NjMVFBYzITI2AQc1IzUzNQKKZBUdMhUdHRX%2B1BUdHRUyHQFzKTs7Kf2oARP2%2Fro7KVg%2BASw%2BWP201MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7KfzgKTsE9gFGAUQpO5Y%2BWFj95tSiZKIAAwBkAAAEvARMABkANgA9AAABMzIWHQEzMhYdARQGIyEiJj0BNDY7ATU0NgU1MhYVESMRMxQOAiMhIiY1ETQ2MxUUFjMhMjYBBzUjNTM1AcJkFR0yFR0dFf7UFR0dFTIdAXMpO8jIDiEaG%2F2oKTs7KVg%2BASw%2BWAGc1MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7Kf4M%2FtQkKxEEOykDICk7lj5YWP3m1KJkogAAAAP%2FogAABRYE1AALABsAHwAACQEWBiMhIiY3ATYyEyMiBhcTHgE7ATI2NxM2JgMVMzUCkgJ9FyAs%2BwQsIBcCfRZARNAUGAQ6BCMUNhQjBDoEGODIBK37sCY3NyYEUCf%2BTB0U%2FtIUHR0UAS4UHf4MZGQAAAAACQAAAAAETARMAA8AHwAvAD8ATwBfAG8AfwCPAAABMzIWHQEUBisBIiY9ATQ2EzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBqfoKDw8K%2BgoPDwr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPDwRMDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg%2F%2B1A8KlgoPDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKDw8KlgoPAAAAAwAAAAAEsAUUABkAKQAzAAABMxUjFSEyFg8BBgchJi8BJjYzITUjNTM1MwEhMhYUBisBFyE3IyImNDYDITIWHQEhNTQ2ArxkZAFePjEcQiko%2FPwoKUIcMT4BXmRkyP4%2BArwVHR0VDIn8SooNFR0dswRMFR37UB0EsMhkTzeEUzMzU4Q3T2TIZPx8HSodZGQdKh3%2B1B0VMjIVHQAABAAAAAAEsAUUAAUAGQArADUAAAAyFhUjNAchFhUUByEyFg8BIScmNjMhJjU0AyEyFhQGKwEVBSElNSMiJjQ2AyEyFh0BITU0NgIwUDnCPAE6EgMBSCkHIq%2F9WrIiCikBSAOvArwVHR0VlgET%2FEoBE5YVHR2zBEwVHftQHQUUOykpjSUmCBEhFpGRFiERCCb%2BlR0qHcjIyMgdKh39qB0VMjIVHQAEAAAAAASwBJ0ABwAUACQALgAAADIWFAYiJjQTMzIWFRQXITY1NDYzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYCDZZqapZqty4iKyf%2BvCcrI%2F7NArwVHR0VDYr8SokMFR0dswRMFR37UB0EnWqWamqW%2Fus5Okxra0w6Of5yHSodZGQdKh3%2B1B0VMjIVHQAEAAAAAASwBRQADwAcACwANgAAATIeARUUBiImNTQ3FzcnNhMzMhYVFBchNjU0NjMBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYL1szb5xvIpBvoyIfLiIrJ%2F68Jysj%2Fs0CvBUdHRUNivxKiQwVHR2zBEwVHftQHQUUa4s2Tm9vTj5Rj2%2BjGv4KOTpMa2tMOjn%2Bch0qHWRkHSod%2FtQdFTIyFR0AAAADAAAAAASwBRIAEgAiACwAAAEFFSEUHgMXIS4BNTQ%2BAjcBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYASz%2B1CU%2FP00T%2Fe48PUJtj0r%2BogK8FR0dFQ2K%2FEqJDBUdHbMETBUd%2B1AdBLChizlmUT9IGVO9VFShdksE%2FH4dKh1kZB0qHf7UHRUyMhUdAAIAyAAAA%2BgFFAAPACkAAAAyFh0BHgEdASE1NDY3NTQDITIWFyMVMxUjFTMVIxUzFAYjISImNRE0NgIvUjsuNv5wNi5kAZA2XBqsyMjIyMh1U%2F5wU3V1BRQ7KU4aXDYyMjZcGk4p%2Fkc2LmRkZGRkU3V1UwGQU3UAAAMAZP%2F%2FBEwETAAPAC8AMwAAEyEyFhURFAYjISImNRE0NgMhMhYdARQGIyEXFhQGIi8BIQcGIiY0PwEhIiY9ATQ2BQchJ5YDhBUdHRX8fBUdHQQDtgoPDwr%2B5eANGiUNWP30Vw0mGg3g%2Ft8KDw8BqmQBRGQETB0V%2FgwVHR0VAfQVHf1EDwoyCg%2FgDSUbDVhYDRslDeAPCjIKD2RkZAAAAAAEAAAAAASwBEwAGQAjAC0ANwAAEyEyFh0BIzQmKwEiBhUjNCYrASIGFSM1NDYDITIWFREhETQ2ExUUBisBIiY9ASEVFAYrASImPQHIAyBTdWQ7KfopO2Q7KfopO2R1EQPoKTv7UDvxHRVkFR0D6B0VZBUdBEx1U8gpOzspKTs7KchTdf4MOyn%2B1AEsKTv%2BDDIVHR0VMjIVHR0VMgADAAEAAASpBKwADQARABsAAAkBFhQPASEBJjQ3ATYyCQMDITIWHQEhNTQ2AeACqh8fg%2F4f%2FfsgIAEnH1n%2BrAFWAS%2F%2Bq6IDIBUd%2FHwdBI39VR9ZH4MCBh9ZHwEoH%2F5u%2FqoBMAFV%2FBsdFTIyFR0AAAAAAgCPAAAEIQSwABcALwAAAQMuASMhIgYHAwYWMyEVFBYyNj0BMzI2AyE1NDY7ATU0NjsBETMRMzIWHQEzMhYVBCG9CCcV%2FnAVJwi9CBMVAnEdKh19FROo%2Fa0dFTIdFTDILxUdMhUdAocB%2BhMcHBP%2BBhMclhUdHRWWHP2MMhUdMhUdASz%2B1B0VMh0VAAAEAAAAAASwBLAADQAQAB8AIgAAASERFAYjIREBNTQ2MyEBIzUBIREUBiMhIiY1ETQ2MyEBIzUDhAEsDwr%2Bif7UDwoBdwEsyP2oASwPCv12Cg8PCgF3ASzIAyD9wQoPAk8BLFQKD%2F7UyP4M%2FcEKDw8KA7YKD%2F7UyAAC%2F5wAZAUUBEcARgBWAAABMzIeAhcWFxY2NzYnJjc%2BARYXFgcOASsBDgEPAQ4BKwEiJj8BBisBIicHDgErASImPwEmLwEuAT0BNDY7ATY3JyY2OwE2BSMiBh0BFBY7ATI2PQE0JgHkw0uOakkMEhEfQwoKGRMKBQ8XDCkCA1Y9Pgc4HCcDIhVkFRgDDDEqwxgpCwMiFWQVGAMaVCyfExwdFXwLLW8QBxXLdAFF%2BgoPDwr6Cg8PBEdBa4pJDgYKISAiJRsQCAYIDCw9P1c3fCbqFB0dFEYOCEAUHR0UnUplNQcmFTIVHVdPXw4TZV8PCjIKDw8KMgoPAAb%2FnP%2FmBRQEfgAJACQANAA8AFIAYgAAASU2Fh8BFgYPASUzMhYfASEyFh0BFAYHBQYmJyYjISImPQE0NhcjIgYdARQ7ATI2NTQmJyYEIgYUFjI2NAE3PgEeARceAT8BFxYGDwEGJi8BJjYlBwYfAR4BPwE2Jy4BJy4BAoEBpxMuDiAOAxCL%2FCtqQ0geZgM3FR0cE%2F0fFyIJKjr%2B1D5YWLlQExIqhhALIAsSAYBALS1ALf4PmBIgHhMQHC0aPzANITNQL3wpgigJASlmHyElDR0RPRMFAhQHCxADhPcICxAmDyoNeMgiNtQdFTIVJgeEBBQPQ1g%2ByD5YrBwVODMQEAtEERzJLUAtLUD%2B24ITChESEyMgAwWzPUkrRSgJL5cvfRxYGyYrDwkLNRAhFEgJDAQAAAAAAwBkAAAEOQSwAFEAYABvAAABMzIWHQEeARcWDgIPATIeBRUUDgUjFRQGKwEiJj0BIxUUBisBIiY9ASMiJj0BNDY7AREjIiY9ATQ2OwE1NDY7ATIWHQEzNTQ2AxUhMj4CNTc0LgMjARUhMj4CNTc0LgMjAnGWCg9PaAEBIC4uEBEGEjQwOiodFyI2LUAjGg8KlgoPZA8KlgoPrwoPDwpLSwoPDwqvDwqWCg9kD9cBBxwpEwsBAQsTKRz%2B%2BQFrHCkTCwEBCxMpHASwDwptIW1KLk0tHwYGAw8UKDJOLTtdPCoVCwJLCg8PCktLCg8PCksPCpYKDwJYDwqWCg9LCg8PCktLCg%2F%2B1MgVHR0LCgQOIhoW%2FnDIFR0dCwoEDiIaFgAAAwAEAAIEsASuABcAKQAsAAATITIWFREUBg8BDgEjISImJy4CNRE0NgQiDgQPARchNy4FAyMT1AMMVnokEhIdgVL9xFKCHAgYKHoCIIx9VkcrHQYGnAIwnAIIIClJVSGdwwSuelb%2BYDO3QkJXd3ZYHFrFMwGgVnqZFyYtLSUMDPPzBQ8sKDEj%2FsIBBQACAMgAAAOEBRQADwAZAAABMzIWFREUBiMhIiY1ETQ2ARUUBisBIiY9AQHblmesVCn%2BPilUrAFINhWWFTYFFKxn%2FgwpVFQpAfRnrPwY4RU2NhXhAAACAMgAAAOEBRQADwAZAAABMxQWMxEUBiMhIiY1ETQ2ARUUBisBIiY9AQHbYLOWVCn%2BPilUrAFINhWWFTYFFJaz%2FkIpVFQpAfRnrPwY4RU2NhXhAAACAAAAFAUOBBoAFAAaAAAJASUHFRcVJwc1NzU0Jj4CPwEnCQEFJTUFJQUO%2FYL%2Bhk5klpZkAQEBBQQvkwKCAVz%2Bov6iAV4BXgL%2F%2FuWqPOCWx5SVyJb6BA0GCgYDKEEBG%2F1ipqaTpaUAAAMAZAH0BLADIAAHAA8AFwAAEjIWFAYiJjQkMhYUBiImNCQyFhQGIiY0vHxYWHxYAeh8WFh8WAHofFhYfFgDIFh8WFh8WFh8WFh8WFh8WFh8AAAAAAMBkAAAArwETAAHAA8AFwAAADIWFAYiJjQSMhYUBiImNBIyFhQGIiY0Aeh8WFh8WFh8WFh8WFh8WFh8WARMWHxYWHz%2ByFh8WFh8%2FshYfFhYfAAAAAMAZABkBEwETAAPAB8ALwAAEyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2fQO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PBEwPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoPAAAABAAAAAAEsASwAA8AHwAvADMAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFhURFAYjISImNRE0NhcVITUBXgH0ory7o%2F4Mpbm5Asv9qCk7OykCWCk7O%2F2xAfQVHR0V%2FgwVHR1HAZAEsLuj%2FgylubmlAfSlucg7Kf2oKTs7KQJYKTtkHRX%2B1BUdHRUBLBUdZMjIAAAAAAEAZABkBLAETAA7AAATITIWFAYrARUzMhYUBisBFTMyFhQGKwEVMzIWFAYjISImNDY7ATUjIiY0NjsBNSMiJjQ2OwE1IyImNDaWA%2BgVHR0VMjIVHR0VMjIVHR0VMjIVHR0V%2FBgVHR0VMjIVHR0VMjIVHR0VMjIVHR0ETB0qHcgdKh3IHSodyB0qHR0qHcgdKh3IHSodyB0qHQAAAAYBLAAFA%2BgEowAHAA0AEwAZAB8AKgAAAR4BBgcuATYBMhYVIiYlFAYjNDYBMhYVIiYlFAYjNDYDFRQGIiY9ARYzMgKKVz8%2FV1c%2FP%2F75fLB8sAK8sHyw%2FcB8sHywArywfLCwHSodKAMRBKNDsrJCQrKy%2FsCwfLB8fLB8sP7UsHywfHywfLD%2B05AVHR0VjgQAAAH%2FtQDIBJQDgQBCAAABNzYXAR4BBw4BKwEyFRQOBCsBIhE0NyYiBxYVECsBIi4DNTQzIyImJyY2NwE2HwEeAQ4BLwEHIScHBi4BNgLpRRkUASoLCAYFGg8IAQQNGyc%2FKZK4ChRUFQu4jjBJJxkHAgcPGQYGCAsBKhQaTBQVCiMUM7YDe7YsFCMKFgNuEwYS%2FtkLHw8OEw0dNkY4MhwBIBgXBAQYF%2F7gKjxTQyMNEw4PHwoBKBIHEwUjKBYGDMHBDAUWKCMAAAAAAgAAAAAEsASwACUAQwAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjNC4DKwERFBYXMxUjNTI1ESMiDgMVIzUhBLAyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj9RBkIChgQEWQZDQzIMmQREBgKCBkB9AOEFSAVDggDAfyuFhkBAmRkAQUJFQ4DUgEDCA4VIBUBLP0SDxMKBQH%2BVwsNATIyGQGpAQUKEw%2BWAAAAAAMAAAAABEwErgAdACAAMAAAATUiJy4BLwEBIwEGBw4BDwEVITUiJj8BIRcWBiMVARsBARUUBiMhIiY9ATQ2MyEyFgPoGR4OFgUE%2Ft9F%2FtQSFQkfCwsBETE7EkUBJT0NISf%2B7IZ5AbEdFfwYFR0dFQPoFR0BLDIgDiIKCwLr%2FQ4jFQkTBQUyMisusKYiQTIBhwFW%2Fqr942QVHR0VZBUdHQADAAAAAASwBLAADwBHAEoAABMhMhYVERQGIyEiJjURNDYFIyIHAQYHBgcGHQEUFjMhMjY9ATQmIyInJj8BIRcWBwYjIgYdARQWMyEyNj0BNCYnIicmJyMBJhMjEzIETBUdHRX7tBUdHQJGRg0F%2FtUREhImDAsJAREIDAwINxAKCj8BCjkLEQwYCAwMCAE5CAwLCBEZGQ8B%2FuAFDsVnBLAdFfu0FR0dFQRMFR1SDP0PIBMSEAUNMggMDAgyCAwXDhmjmR8YEQwIMggMDAgyBwwBGRskAuwM%2FgUBCAAABAAAAAAEsASwAAMAEwAjACcAAAEhNSEFITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NhcRIREEsPtQBLD7ggGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHUcBLARMZMgdFfx8FR0dFQOEFR0dFf5wFR0dFQGQFR1k%2FtQBLAAEAAAAAASwBLAADwAfACMAJwAAEyEyFhURFAYjISImNRE0NgEhMhYVERQGIyEiJjURNDYXESEREyE1ITIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR1HASzI%2B1AEsASwHRX8fBUdHRUDhBUd%2FgwdFf5wFR0dFQGQFR1k%2FtQBLP2oZAAAAAACAAAAZASwA%2BgAJwArAAATITIWFREzNTQ2MyEyFh0BMxUjFRQGIyEiJj0BIxEUBiMhIiY1ETQ2AREhETIBkBUdZB0VAZAVHWRkHRX%2BcBUdZB0V%2FnAVHR0CnwEsA%2BgdFf6ilhUdHRWWZJYVHR0Vlv6iFR0dFQMgFR3%2B1P7UASwAAAQAAAAABLAEsAADABMAFwAnAAAzIxEzFyEyFhURFAYjISImNRE0NhcRIREBITIWFREUBiMhIiY1ETQ2ZGRklgGQFR0dFf5wFR0dRwEs%2FqIDhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAAAAgBkAAAETASwACcAKwAAATMyFhURFAYrARUhMhYVERQGIyEiJjURNDYzITUjIiY1ETQ2OwE1MwcRIRECWJYVHR0VlgHCFR0dFfx8FR0dFQFelhUdHRWWZMgBLARMHRX%2BcBUdZB0V%2FnAVHR0VAZAVHWQdFQGQFR1kyP7UASwAAAAEAAAAAASwBLAAAwATABcAJwAAISMRMwUhMhYVERQGIyEiJjURNDYXESERASEyFhURFAYjISImNRE0NgSwZGT9dgGQFR0dFf5wFR0dRwEs%2FK4DhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAEBLAAwA28EgAAPAAAJAQYjIiY1ETQ2MzIXARYUA2H%2BEhcSDhAQDhIXAe4OAjX%2BEhcbGQPoGRsX%2FhIOKgAAAAABAUEAMgOEBH4ACwAACQE2FhURFAYnASY0AU8B7h0qKh3%2BEg4CewHuHREp%2FBgpER0B7g4qAAAAAAEAMgFBBH4DhAALAAATITIWBwEGIicBJjZkA%2BgpER3%2BEg4qDv4SHREDhCod%2FhIODgHuHSoAAAAAAQAyASwEfgNvAAsAAAkBFgYjISImNwE2MgJ7Ae4dESn8GCkRHQHuDioDYf4SHSoqHQHuDgAAAAACAAgAAASwBCgABgAKAAABFQE1LQE1ASE1IQK8%2FUwBnf5jBKj84AMgAuW2%2Fr3dwcHd%2B9jIAAAAAAIAAABkBLAEsAALADEAAAEjFTMVIREzNSM1IQEzND4FOwERFAYPARUhNSIuAzURMzIeBRUzESEEsMjI%2FtTIyAEs%2B1AyCAsZEyYYGWQyGRkBkAQOIhoWZBkYJhMZCwgy%2FOADhGRkASxkZP4MFSAVDggDAf3aFhkBAmRkAQUJFQ4CJgEDCA4VIBUBLAAAAgAAAAAETAPoACUAMQAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjFTMVIREzNSM1IQMgMggLGRMmGBlkMhkZ%2FnAEDiIaFmQZGCYTGQsIMgMgASzIyP7UyMgBLAK8FSAVDggDAf3aFhkCAWRkAQUJFQ4CJgEDCA4VIBUBLPzgZGQBLGRkAAABAMgAZgNyBEoAEgAAATMyFgcJARYGKwEiJwEmNDcBNgK9oBAKDP4wAdAMChCgDQr%2BKQcHAdcKBEoWDP4w%2FjAMFgkB1wgUCAHXCQAAAQE%2BAGYD6ARKABIAAAEzMhcBFhQHAQYrASImNwkBJjYBU6ANCgHXBwf%2BKQoNoBAKDAHQ%2FjAMCgRKCf4pCBQI%2FikJFgwB0AHQDBYAAAEAZgDIBEoDcgASAAAAFh0BFAcBBiInASY9ATQ2FwkBBDQWCf4pCBQI%2FikJFgwB0AHQA3cKEKANCv4pBwcB1woNoBAKDP4wAdAAAAABAGYBPgRKA%2BgAEgAACQEWHQEUBicJAQYmPQE0NwE2MgJqAdcJFgz%2BMP4wDBYJAdcIFAPh%2FikKDaAQCgwB0P4wDAoQoA0KAdcHAAAAAgDZ%2F%2FkEPQSwAAUAOgAAARQGIzQ2BTMyFh8BNjc%2BAh4EBgcOBgcGIiYjIgYiJy4DLwEuAT4EHgEXJyY2A%2BiwfLD%2BVmQVJgdPBQsiKFAzRyorDwURAQQSFyozTSwNOkkLDkc3EDlfNyYHBw8GDyUqPjdGMR%2BTDA0EsHywfLDIHBPCAQIGBwcFDx81S21DBxlLR1xKQhEFBQcHGWt0bCQjP2hJNyATBwMGBcASGAAAAAACAMgAFQOEBLAAFgAaAAATITIWFREUBisBEQcGJjURIyImNRE0NhcVITX6AlgVHR0Vlv8TGpYVHR2rASwEsB0V%2FnAVHf4MsgkQFQKKHRUBkBUdZGRkAAAAAgDIABkETASwAA4AEgAAEyEyFhURBRElIREjETQ2ARU3NfoC7ic9%2FUQCWP1EZB8BDWQEsFEs%2FFt1A7Z9%2FBgEARc0%2FV1kFGQAAQAAAAECTW%2FDBF9fDzz1AB8EsAAAAADQdnOXAAAAANB2c5f%2FUf%2BcBdwFFAAAAAgAAgAAAAAAAAABAAAFFP%2BFAAAFFP9R%2FtQF3AABAAAAAAAAAAAAAAAAAAAAowG4ACgAAAAAAZAAAASwAAAEsABkBLAAAASwAAAEsABwAooAAAUUAAACigAABRQAAAGxAAABRQAAANgAAADYAAAAogAAAQQAAABIAAABBAAAAUUAAASwAGQEsAB7BLAAyASwAMgB9AAABLD%2F8gSwAAAEsAAABLD%2F8ASwAAAEsAAOBLAACQSwAGQEsP%2FTBLD%2F0wSwAAAEsAAABLAAAASwAAAEsAAABLAAJgSwAG4EsAAXBLAAFwSwABcEsABkBLAAGgSwAGQEsAAMBLAAZASwABcEsP%2BcBLAAZASwABcEsAAXBLAAAASwABcEsAAXBLAAFwSwAGQEsAAABLAAZASwAAAEsAAABLAAAASwAAAEsAAABLAAAASwAAAEsAAABLAAZASwAMgEsAAABLAAAASwADUEsABkBLAAyASw%2F7UEsAAhBLAAAASwAAAEsAAABLAAAASwAAAEsP%2BcBLAAAASwAAAEsAAABLAA2wSwABcEsAB1BLAAAASwAAAEsAAABLAACgSwAMgEsAAABLAAnQSwAMgEsADIBLAAyASwAAAEsP%2F%2BBLABLASwAGQEsACIBLABOwSwABcEsAAXBLAAFwSwABcEsAAXBLAAFwSwAAAEsAAXBLAAFwSwABcEsAAXBLAAAASwALcEsAC3BLAAAASwAAAEsABJBLAAFwSwAAAEsAAABLAAXQSw%2F9wEsP%2FcBLD%2FnwSwAGQEsAAABLAAAASwAAAEsABkBLD%2F%2FwSwAAAEsP9RBLAABgSwAAAEsAAABLABRQSwAAEEsAAABLD%2FnASwAEoEsAAUBLAAAASwAAAEsAAABLD%2FnASwAGEEsP%2F9BLAAFgSwABYEsAAWBLAAFgSwABgEsAAABMQAAASwAGQAAAAAAAD%2F2ABkADkAyAAAAScAZAAZABkAGQAZABkAGQAZAAAAAAAAAAAAAADZAAAAAAAOAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAMAZABkAAAAEAAAAAAAZP%2Bc%2F5z%2FnP%2Bc%2F5z%2FnP%2Bc%2F5wACQAJ%2F%2FL%2F8gBkAHkAJwBkAGQAAAAAAGT%2FogAAAAAAAAAAAAAAAADIAGQAAAABAI8AAP%2Bc%2F5wAZAAEAMgAyAAAAGQBkABkAAAAZAEs%2F7UAAAAAAAAAAAAAAAAAAABkAAABLAFBADIAMgAIAAAAAADIAT4AZgBmANkAyADIAAAAKgAqACoAKgCyAOgA6AFOAU4BTgFOAU4BTgFOAU4BTgFOAU4BTgFOAU4BpAIGAiICfgKGAqwC5ANGA24DjAPEBAgEMgRiBKIE3AVcBboGcgb0ByAHYgfKCB4IYgi%2BCTYJhAm2Cd4KKApMCpQK4gswC4oLygwIDFgNKg1eDbAODg5oDrQPKA%2BmD%2BYQEhBUEJAQqhEqEXYRthIKEjgSfBLAExoTdBPQFCoU1BU8FagVzBYEFjYWYBawFv4XUhemGAIYLhhqGJYYsBjgGP4ZKBloGZQZxBnaGe4aNhpoGrga9hteG7QcMhyUHOIdHB1EHWwdlB28HeYeLh52HsAfYh%2FSIEYgviEyIXYhuCJAIpYiuCMOIyIjOCN6I8Ij4CQCJDAkXiSWJOIlNCVgJbwmFCZ%2BJuYnUCe8J%2FgoNChwKKwpoCnMKiYqSiqEKworeiwILGgsuizsLRwtiC30LiguZi6iLtgvDi9GL34vsi%2F4MD4whDDSMRIxYDGuMegyJDJeMpoy3jMiMz4zaDO2NBg0YDSoNNI1LDWeNeg2PjZ8Ntw3GjdON5I31DgQOEI4hjjIOQo5SjmIOcw6HDpsOpo63jugO9w8GDxQPKI8%2BD0yPew%2BOj6MPtQ%2FKD9uP6o%2F%2BkBIQIBAxkECQX5CGEKoQu5DGENCQ3ZDoEPKRBBEYESuRPZFWkW2RgZGdEa0RvZHNkd2R7ZH9kgWSDJITkhqSIZIzEkSSThJXkmESapKAkouSlIAAQAAARcApwARAAAAAAACAAAAAQABAAAAQAAuAAAAAAAAABAAxgABAAAAAAATABIAAAADAAEECQAAAGoAEgADAAEECQABACgAfAADAAEECQACAA4ApAADAAEECQADAEwAsgADAAEECQAEADgA%2FgADAAEECQAFAHgBNgADAAEECQAGADYBrgADAAEECQAIABYB5AADAAEECQAJABYB%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%2FtQAyAAAAAAAAAAAAAAAAAAAAAAAAAAABFwAAAQIBAwADAA0ADgEEAJYBBQEGAQcBCAEJAQoBCwEMAQ0BDgEPARABEQESARMA7wEUARUBFgEXARgBGQEaARsBHAEdAR4BHwEgASEBIgEjASQBJQEmAScBKAEpASoBKwEsAS0BLgEvATABMQEyATMBNAE1ATYBNwE4ATkBOgE7ATwBPQE%2BAT8BQAFBAUIBQwFEAUUBRgFHAUgBSQFKAUsBTAFNAU4BTwFQAVEBUgFTAVQBVQFWAVcBWAFZAVoBWwFcAV0BXgFfAWABYQFiAWMBZAFlAWYBZwFoAWkBagFrAWwBbQFuAW8BcAFxAXIBcwF0AXUBdgF3AXgBeQF6AXsBfAF9AX4BfwGAAYEBggGDAYQBhQGGAYcBiAGJAYoBiwGMAY0BjgGPAZABkQGSAZMBlAGVAZYBlwGYAZkBmgGbAZwBnQGeAZ8BoAGhAaIBowGkAaUBpgGnAagBqQGqAasBrAGtAa4BrwGwAbEBsgGzAbQBtQG2AbcBuAG5AboBuwG8Ab0BvgG%2FAcABwQHCAcMBxAHFAcYBxwHIAckBygHLAcwBzQHOAc8B0AHRAdIB0wHUAdUB1gHXAdgB2QHaAdsB3AHdAd4B3wHgAeEB4gHjAeQB5QHmAecB6AHpAeoB6wHsAe0B7gHvAfAB8QHyAfMB9AH1AfYB9wH4AfkB%2BgH7AfwB%2FQH%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%3D%29%20format%28%27truetype%27%29%2Curl%28data%3Aimage%2Fsvg%2Bxml%3Bbase64%2CPD94bWwgdmVyc2lvbj0iMS4wIiBzdGFuZGFsb25lPSJubyI%2FPgo8IURPQ1RZUEUgc3ZnIFBVQkxJQyAiLS8vVzNDLy9EVEQgU1ZHIDEuMS8vRU4iICJodHRwOi8vd3d3LnczLm9yZy9HcmFwaGljcy9TVkcvMS4xL0RURC9zdmcxMS5kdGQiID4KPHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPgo8bWV0YWRhdGE%2BPC9tZXRhZGF0YT4KPGRlZnM%2BCjxmb250IGlkPSJnbHlwaGljb25zX2hhbGZsaW5nc3JlZ3VsYXIiIGhvcml6LWFkdi14PSIxMjAwIiA%2BCjxmb250LWZhY2UgdW5pdHMtcGVyLWVtPSIxMjAwIiBhc2NlbnQ9Ijk2MCIgZGVzY2VudD0iLTI0MCIgLz4KPG1pc3NpbmctZ2x5cGggaG9yaXotYWR2LXg9IjUwMCIgLz4KPGdseXBoIGhvcml6LWFkdi14PSIwIiAvPgo8Z2x5cGggaG9yaXotYWR2LXg9IjQwMCIgLz4KPGdseXBoIHVuaWNvZGU9IiAiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDAzOyIgaG9yaXotYWR2LXg9IjEzMDAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA0OyIgaG9yaXotYWR2LXg9IjQzMyIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDU7IiBob3Jpei1hZHYteD0iMzI1IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwNjsiIGhvcml6LWFkdi14PSIyMTYiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA3OyIgaG9yaXotYWR2LXg9IjIxNiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDg7IiBob3Jpei1hZHYteD0iMTYyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwOTsiIGhvcml6LWFkdi14PSIyNjAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDBhOyIgaG9yaXotYWR2LXg9IjcyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAyZjsiIGhvcml6LWFkdi14PSIyNjAiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyNmZhOyIgZD0iTTc3NCAxMTkzLjVxMTYgLTkuNSAyMC41IC0yN3QtNS41IC0zMy41bC0xMzYgLTE4N2w0NjcgLTc0NmgzMHEyMCAwIDM1IC0xOC41dDE1IC0zOS41di00MmgtMTIwMHY0MnEwIDIxIDE1IDM5LjV0MzUgMTguNWgzMGw0NjggNzQ2bC0xMzUgMTgzcS0xMCAxNiAtNS41IDM0dDIwLjUgMjh0MzQgNS41dDI4IC0yMC41bDExMSAtMTQ4bDExMiAxNTBxOSAxNiAyNyAyMC41dDM0IC01ek02MDAgMjAwaDM3N2wtMTgyIDExMmwtMTk1IDUzNHYtNjQ2eiAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyNzA5OyIgZD0iTTI1IDExMDBoMTE1MHExMCAwIDEyLjUgLTV0LTUuNSAtMTNsLTU2NCAtNTY3cS04IC04IC0xOCAtOHQtMTggOGwtNTY0IDU2N3EtOCA4IC01LjUgMTN0MTIuNSA1ek0xOCA4ODJsMjY0IC0yNjRxOCAtOCA4IC0xOHQtOCAtMThsLTI2NCAtMjY0cS04IC04IC0xMyAtNS41dC01IDEyLjV2NTUwcTAgMTAgNSAxMi41dDEzIC01LjV6TTkxOCA2MThsMjY0IDI2NHE4IDggMTMgNS41dDUgLTEyLjV2LTU1MHEwIC0xMCAtNSAtMTIuNXQtMTMgNS41IGwtMjY0IDI2NHEtOCA4IC04IDE4dDggMTh6TTgxOCA0ODJsMzY0IC0zNjRxOCAtOCA1LjUgLTEzdC0xMi41IC01aC0xMTUwcS0xMCAwIC0xMi41IDV0NS41IDEzbDM2NCAzNjRxOCA4IDE4IDh0MTggLThsMTY0IC0xNjRxOCAtOCAxOCAtOHQxOCA4bDE2NCAxNjRxOCA4IDE4IDh0MTggLTh6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjcwZjsiIGQ9Ik0xMDExIDEyMTBxMTkgMCAzMyAtMTNsMTUzIC0xNTNxMTMgLTE0IDEzIC0zM3QtMTMgLTMzbC05OSAtOTJsLTIxNCAyMTRsOTUgOTZxMTMgMTQgMzIgMTR6TTEwMTMgODAwbC02MTUgLTYxNGwtMjE0IDIxNGw2MTQgNjE0ek0zMTcgOTZsLTMzMyAtMTEybDExMCAzMzV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAwMTsiIGQ9Ik03MDAgNjUwdi01NTBoMjUwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtODAwdjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNWgyNTB2NTUwbC01MDAgNTUwaDEyMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAwMjsiIGQ9Ik0zNjggMTAxN2w2NDUgMTYzcTM5IDE1IDYzIDB0MjQgLTQ5di04MzFxMCAtNTUgLTQxLjUgLTk1LjV0LTExMS41IC02My41cS03OSAtMjUgLTE0NyAtNC41dC04NiA3NXQyNS41IDExMS41dDEyMi41IDgycTcyIDI0IDEzOCA4djUyMWwtNjAwIC0xNTV2LTYwNnEwIC00MiAtNDQgLTkwdC0xMDkgLTY5cS03OSAtMjYgLTE0NyAtNS41dC04NiA3NS41dDI1LjUgMTExLjV0MTIyLjUgODIuNXE3MiAyNCAxMzggN3Y2MzlxMCAzOCAxNC41IDU5IHQ1My41IDM0eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMDM7IiBkPSJNNTAwIDExOTFxMTAwIDAgMTkxIC0zOXQxNTYuNSAtMTA0LjV0MTA0LjUgLTE1Ni41dDM5IC0xOTFsLTEgLTJsMSAtNXEwIC0xNDEgLTc4IC0yNjJsMjc1IC0yNzRxMjMgLTI2IDIyLjUgLTQ0LjV0LTIyLjUgLTQyLjVsLTU5IC01OHEtMjYgLTIwIC00Ni41IC0yMHQtMzkuNSAyMGwtMjc1IDI3NHEtMTE5IC03NyAtMjYxIC03N2wtNSAxbC0yIC0xcS0xMDAgMCAtMTkxIDM5dC0xNTYuNSAxMDQuNXQtMTA0LjUgMTU2LjV0LTM5IDE5MSB0MzkgMTkxdDEwNC41IDE1Ni41dDE1Ni41IDEwNC41dDE5MSAzOXpNNTAwIDEwMjJxLTg4IDAgLTE2MiAtNDN0LTExNyAtMTE3dC00MyAtMTYydDQzIC0xNjJ0MTE3IC0xMTd0MTYyIC00M3QxNjIgNDN0MTE3IDExN3Q0MyAxNjJ0LTQzIDE2MnQtMTE3IDExN3QtMTYyIDQzeiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMDU7IiBkPSJNNjQ5IDk0OXE0OCA2OCAxMDkuNSAxMDR0MTIxLjUgMzguNXQxMTguNSAtMjB0MTAyLjUgLTY0dDcxIC0xMDAuNXQyNyAtMTIzcTAgLTU3IC0zMy41IC0xMTcuNXQtOTQgLTEyNC41dC0xMjYuNSAtMTI3LjV0LTE1MCAtMTUyLjV0LTE0NiAtMTc0cS02MiA4NSAtMTQ1LjUgMTc0dC0xNTAgMTUyLjV0LTEyNi41IDEyNy41dC05My41IDEyNC41dC0zMy41IDExNy41cTAgNjQgMjggMTIzdDczIDEwMC41dDEwNCA2NHQxMTkgMjAgdDEyMC41IC0zOC41dDEwNC41IC0xMDR6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAwNjsiIGQ9Ik00MDcgODAwbDEzMSAzNTNxNyAxOSAxNy41IDE5dDE3LjUgLTE5bDEyOSAtMzUzaDQyMXEyMSAwIDI0IC04LjV0LTE0IC0yMC41bC0zNDIgLTI0OWwxMzAgLTQwMXE3IC0yMCAtMC41IC0yNS41dC0yNC41IDYuNWwtMzQzIDI0NmwtMzQyIC0yNDdxLTE3IC0xMiAtMjQuNSAtNi41dC0wLjUgMjUuNWwxMzAgNDAwbC0zNDcgMjUxcS0xNyAxMiAtMTQgMjAuNXQyMyA4LjVoNDI5eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMDc7IiBkPSJNNDA3IDgwMGwxMzEgMzUzcTcgMTkgMTcuNSAxOXQxNy41IC0xOWwxMjkgLTM1M2g0MjFxMjEgMCAyNCAtOC41dC0xNCAtMjAuNWwtMzQyIC0yNDlsMTMwIC00MDFxNyAtMjAgLTAuNSAtMjUuNXQtMjQuNSA2LjVsLTM0MyAyNDZsLTM0MiAtMjQ3cS0xNyAtMTIgLTI0LjUgLTYuNXQtMC41IDI1LjVsMTMwIDQwMGwtMzQ3IDI1MXEtMTcgMTIgLTE0IDIwLjV0MjMgOC41aDQyOXpNNDc3IDcwMGgtMjQwbDE5NyAtMTQybC03NCAtMjI2IGwxOTMgMTM5bDE5NSAtMTQwbC03NCAyMjlsMTkyIDE0MGgtMjM0bC03OCAyMTF6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAwODsiIGQ9Ik02MDAgMTIwMHExMjQgMCAyMTIgLTg4dDg4IC0yMTJ2LTI1MHEwIC00NiAtMzEgLTk4dC02OSAtNTJ2LTc1cTAgLTEwIDYgLTIxLjV0MTUgLTE3LjVsMzU4IC0yMzBxOSAtNSAxNSAtMTYuNXQ2IC0yMS41di05M3EwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTExNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY5M3EwIDEwIDYgMjEuNXQxNSAxNi41bDM1OCAyMzBxOSA2IDE1IDE3LjV0NiAyMS41djc1cS0zOCAwIC02OSA1MiB0LTMxIDk4djI1MHEwIDEyNCA4OCAyMTJ0MjEyIDg4eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMDk7IiBkPSJNMjUgMTEwMGgxMTUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtMTA1MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTExNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxMDUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTEwMCAxMDAwdi0xMDBoMTAwdjEwMGgtMTAwek04NzUgMTAwMGgtNTUwcS0xMCAwIC0xNy41IC03LjV0LTcuNSAtMTcuNXYtMzUwcTAgLTEwIDcuNSAtMTcuNXQxNy41IC03LjVoNTUwIHExMCAwIDE3LjUgNy41dDcuNSAxNy41djM1MHEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjV6TTEwMDAgMTAwMHYtMTAwaDEwMHYxMDBoLTEwMHpNMTAwIDgwMHYtMTAwaDEwMHYxMDBoLTEwMHpNMTAwMCA4MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTEwMCA2MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTEwMDAgNjAwdi0xMDBoMTAwdjEwMGgtMTAwek04NzUgNTAwaC01NTBxLTEwIDAgLTE3LjUgLTcuNXQtNy41IC0xNy41di0zNTBxMCAtMTAgNy41IC0xNy41IHQxNy41IC03LjVoNTUwcTEwIDAgMTcuNSA3LjV0Ny41IDE3LjV2MzUwcTAgMTAgLTcuNSAxNy41dC0xNy41IDcuNXpNMTAwIDQwMHYtMTAwaDEwMHYxMDBoLTEwMHpNMTAwMCA0MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTEwMCAyMDB2LTEwMGgxMDB2MTAwaC0xMDB6TTEwMDAgMjAwdi0xMDBoMTAwdjEwMGgtMTAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMTA7IiBkPSJNNTAgMTEwMGg0MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTQwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNDAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY0MDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek02NTAgMTEwMGg0MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTQwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNDAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY0MDAgcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNTAgNTAwaDQwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC00MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djQwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTY1MCA1MDBoNDAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di00MDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTQwMCBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djQwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAxMTsiIGQ9Ik01MCAxMTAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTQ1MCAxMTAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMCBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek04NTAgMTEwMGgyMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTIwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMjAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYyMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek01MCA3MDBoMjAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0yMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTIwMCBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTQ1MCA3MDBoMjAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0yMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTIwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MjAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNODUwIDcwMGgyMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTIwMCBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTIwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MjAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNTAgMzAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTQ1MCAzMDBoMjAwIHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTg1MCAzMDBoMjAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0yMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTIwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MjAwcTAgMjEgMTQuNSAzNS41IHQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAxMjsiIGQ9Ik01MCAxMTAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTQ1MCAxMTAwaDcwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC03MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMCBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek01MCA3MDBoMjAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0yMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTIwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MjAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNDUwIDcwMGg3MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTIwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNzAwIHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MjAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNTAgMzAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTQ1MCAzMDBoNzAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0yMDAgcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC03MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAxMzsiIGQ9Ik00NjUgNDc3bDU3MSA1NzFxOCA4IDE4IDh0MTcgLThsMTc3IC0xNzdxOCAtNyA4IC0xN3QtOCAtMThsLTc4MyAtNzg0cS03IC04IC0xNy41IC04dC0xNy41IDhsLTM4NCAzODRxLTggOCAtOCAxOHQ4IDE3bDE3NyAxNzdxNyA4IDE3IDh0MTggLThsMTcxIC0xNzFxNyAtNyAxOCAtN3QxOCA3eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMTQ7IiBkPSJNOTA0IDEwODNsMTc4IC0xNzlxOCAtOCA4IC0xOC41dC04IC0xNy41bC0yNjcgLTI2OGwyNjcgLTI2OHE4IC03IDggLTE3LjV0LTggLTE4LjVsLTE3OCAtMTc4cS04IC04IC0xOC41IC04dC0xNy41IDhsLTI2OCAyNjdsLTI2OCAtMjY3cS03IC04IC0xNy41IC04dC0xOC41IDhsLTE3OCAxNzhxLTggOCAtOCAxOC41dDggMTcuNWwyNjcgMjY4bC0yNjcgMjY4cS04IDcgLTggMTcuNXQ4IDE4LjVsMTc4IDE3OHE4IDggMTguNSA4dDE3LjUgLTggbDI2OCAtMjY3bDI2OCAyNjhxNyA3IDE3LjUgN3QxOC41IC03eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMTU7IiBkPSJNNTA3IDExNzdxOTggMCAxODcuNSAtMzguNXQxNTQuNSAtMTAzLjV0MTAzLjUgLTE1NC41dDM4LjUgLTE4Ny41cTAgLTE0MSAtNzggLTI2MmwzMDAgLTI5OXE4IC04IDggLTE4LjV0LTggLTE4LjVsLTEwOSAtMTA4cS03IC04IC0xNy41IC04dC0xOC41IDhsLTMwMCAyOTlxLTExOSAtNzcgLTI2MSAtNzdxLTk4IDAgLTE4OCAzOC41dC0xNTQuNSAxMDN0LTEwMyAxNTQuNXQtMzguNSAxODh0MzguNSAxODcuNXQxMDMgMTU0LjUgdDE1NC41IDEwMy41dDE4OCAzOC41ek01MDYuNSAxMDIzcS04OS41IDAgLTE2NS41IC00NHQtMTIwIC0xMjAuNXQtNDQgLTE2NnQ0NCAtMTY1LjV0MTIwIC0xMjB0MTY1LjUgLTQ0dDE2NiA0NHQxMjAuNSAxMjB0NDQgMTY1LjV0LTQ0IDE2NnQtMTIwLjUgMTIwLjV0LTE2NiA0NHpNNDI1IDkwMGgxNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di03NWg3NXExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTE1MHEwIC0xMCAtNy41IC0xNy41IHQtMTcuNSAtNy41aC03NXYtNzVxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0xNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY3NWgtNzVxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWg3NXY3NXEwIDEwIDcuNSAxNy41dDE3LjUgNy41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMTY7IiBkPSJNNTA3IDExNzdxOTggMCAxODcuNSAtMzguNXQxNTQuNSAtMTAzLjV0MTAzLjUgLTE1NC41dDM4LjUgLTE4Ny41cTAgLTE0MSAtNzggLTI2MmwzMDAgLTI5OXE4IC04IDggLTE4LjV0LTggLTE4LjVsLTEwOSAtMTA4cS03IC04IC0xNy41IC04dC0xOC41IDhsLTMwMCAyOTlxLTExOSAtNzcgLTI2MSAtNzdxLTk4IDAgLTE4OCAzOC41dC0xNTQuNSAxMDN0LTEwMyAxNTQuNXQtMzguNSAxODh0MzguNSAxODcuNXQxMDMgMTU0LjUgdDE1NC41IDEwMy41dDE4OCAzOC41ek01MDYuNSAxMDIzcS04OS41IDAgLTE2NS41IC00NHQtMTIwIC0xMjAuNXQtNDQgLTE2NnQ0NCAtMTY1LjV0MTIwIC0xMjB0MTY1LjUgLTQ0dDE2NiA0NHQxMjAuNSAxMjB0NDQgMTY1LjV0LTQ0IDE2NnQtMTIwLjUgMTIwLjV0LTE2NiA0NHpNMzI1IDgwMGgzNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0zNTBxLTEwIDAgLTE3LjUgNy41IHQtNy41IDE3LjV2MTUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAxNzsiIGQ9Ik01NTAgMTIwMGgxMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTQwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY0MDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek04MDAgOTc1djE2NnExNjcgLTYyIDI3MiAtMjA5LjV0MTA1IC0zMzEuNXEwIC0xMTcgLTQ1LjUgLTIyNHQtMTIzIC0xODQuNXQtMTg0LjUgLTEyM3QtMjI0IC00NS41dC0yMjQgNDUuNSB0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNHEwIDE4NCAxMDUgMzMxLjV0MjcyIDIwOS41di0xNjZxLTEwMyAtNTUgLTE2NSAtMTU1dC02MiAtMjIwcTAgLTExNiA1NyAtMjE0LjV0MTU1LjUgLTE1NS41dDIxNC41IC01N3QyMTQuNSA1N3QxNTUuNSAxNTUuNXQ1NyAyMTQuNXEwIDEyMCAtNjIgMjIwdC0xNjUgMTU1eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwMTg7IiBkPSJNMTAyNSAxMjAwaDE1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTExNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0xNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxMTUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTcyNSA4MDBoMTUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtNzUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtMTUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2NzUwIHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek00MjUgNTAwaDE1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTQ1MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTE1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djQ1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek0xMjUgMzAwaDE1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTI1MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTE1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41IHYyNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI0OyIgZD0iTTEzMDAgMGgtNTM4bC00MSA0MDBoLTI0MmwtNDEgLTQwMGgtNTM4bDQzMSAxMjAwaDIwOWwtMjEgLTMwMGgxNjJsLTIwIDMwMGgyMDh6TTUxNSA4MDBsLTI3IC0zMDBoMjI0bC0yNyAzMDBoLTE3MHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI1OyIgZD0iTTU1MCAxMjAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDUwaDE5MXEyMCAwIDI1LjUgLTExLjV0LTcuNSAtMjcuNWwtMzI3IC00MDBxLTEzIC0xNiAtMzIgLTE2dC0zMiAxNmwtMzI3IDQwMHEtMTMgMTYgLTcuNSAyNy41dDI1LjUgMTEuNWgxOTF2NDUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNMTEyNSA0MDBoNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0zNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41IGgtMTA1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djM1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41aDUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtMTc1aDkwMHYxNzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXoiIC8%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQyOyIgZD0iTTUwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTY4MiA2ODJsMSA0NzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWg0NzR6TTgwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTU2IDU2bDQyNCA0MjZsLTcwMCA3MDBoMTUwek0zMTkuNSAxMDI0LjVxLTI5LjUgMjkuNSAtNzEgMjkuNXQtNzEgLTI5LjUgdC0yOS41IC03MS41dDI5LjUgLTcxLjV0NzEgLTI5LjV0NzEgMjkuNXQyOS41IDcxLjV0LTI5LjUgNzEuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQzOyIgZD0iTTMwMCAxMjAwaDgyNXE3NSAwIDc1IC03NXYtOTAwcTAgLTI1IC0xOCAtNDNsLTY0IC02NHEtOCAtOCAtMTMgLTUuNXQtNSAxMi41djk1MHEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjVoLTcwMHEtMjUgMCAtNDMgLTE4bC02NCAtNjRxLTggLTggLTUuNSAtMTN0MTIuNSAtNWg3MDBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di05NTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC04NTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY5NzUgcTAgMjUgMTggNDNsMTM5IDEzOXExOCAxOCA0MyAxOHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQ5OyIgZD0iTTg3NyAxMjAwbDIgLTU3cS04MyAtMTkgLTExNiAtNDUuNXQtNDAgLTY2LjVsLTEzMiAtODM5cS05IC00OSAxMyAtNjl0OTYgLTI2di05N2gtNTAwdjk3cTE4NiAxNiAyMDAgOThsMTczIDgzMnEzIDE3IDMgMzB0LTEuNSAyMi41dC05IDE3LjV0LTEzLjUgMTIuNXQtMjEuNSAxMHQtMjYgOC41dC0zMy41IDEwcS0xMyAzIC0xOSA1djU3aDQyNXoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDU1OyIgZD0iTTUwIDExMDBoMTEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek01MCA4MDBoMTEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDAgcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNTAgNTAwaDExMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTEwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNTAgMjAwaDExMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTEwMCBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA1NjsiIGQ9Ik01MCAxMTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTM1MCAxMTAwaDgwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC04MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMCBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek01MCA4MDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNMzUwIDgwMGg4MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtODAwIHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNTAgNTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTM1MCA1MDBoODAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xMDAgcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC04MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTUwIDIwMGgxMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek0zNTAgMjAwaDgwMCBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtODAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwNTc7IiBkPSJNNDAwIDBoLTEwMHYxMTAwaDEwMHYtMTEwMHpNNTUwIDExMDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNTUwIDgwMGg1MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNTAwIHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNMjY3IDU1MGwtMTY3IC0xMjV2NzVoLTIwMHYxMDBoMjAwdjc1ek01NTAgNTAwaDMwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0zMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTU1MCAyMDBoNjAwIHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC02MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA1ODsiIGQ9Ik01MCAxMTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTkwMCAwaC0xMDB2MTEwMGgxMDB2LTExMDB6TTUwIDgwMGg1MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNTAwIHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNMTEwMCA2MDBoMjAwdi0xMDBoLTIwMHYtNzVsLTE2NyAxMjVsMTY3IDEyNXYtNzV6TTUwIDUwMGgzMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMzAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek01MCAyMDBoNjAwIHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC02MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA1OTsiIGQ9Ik03NSAxMDAwaDc1MHEzMSAwIDUzIC0yMnQyMiAtNTN2LTY1MHEwIC0zMSAtMjIgLTUzdC01MyAtMjJoLTc1MHEtMzEgMCAtNTMgMjJ0LTIyIDUzdjY1MHEwIDMxIDIyIDUzdDUzIDIyek0xMjAwIDMwMGwtMzAwIDMwMGwzMDAgMzAwdi02MDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA2MDsiIGQ9Ik00NCAxMTAwaDExMTJxMTggMCAzMSAtMTN0MTMgLTMxdi0xMDEycTAgLTE4IC0xMyAtMzF0LTMxIC0xM2gtMTExMnEtMTggMCAtMzEgMTN0LTEzIDMxdjEwMTJxMCAxOCAxMyAzMXQzMSAxM3pNMTAwIDEwMDB2LTczN2wyNDcgMTgybDI5OCAtMTMxbC03NCAxNTZsMjkzIDMxOGwyMzYgLTI4OHY1MDBoLTEwMDB6TTM0MiA4ODRxNTYgMCA5NSAtMzl0MzkgLTk0LjV0LTM5IC05NXQtOTUgLTM5LjV0LTk1IDM5LjV0LTM5IDk1dDM5IDk0LjUgdDk1IDM5eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwNjI7IiBkPSJNNjQ4IDExNjlxMTE3IDAgMjE2IC02MHQxNTYuNSAtMTYxdDU3LjUgLTIxOHEwIC0xMTUgLTcwIC0yNThxLTY5IC0xMDkgLTE1OCAtMjI1LjV0LTE0MyAtMTc5LjVsLTU0IC02MnEtOSA4IC0yNS41IDI0LjV0LTYzLjUgNjcuNXQtOTEgMTAzdC05OC41IDEyOHQtOTUuNSAxNDhxLTYwIDEzMiAtNjAgMjQ5cTAgODggMzQgMTY5LjV0OTEuNSAxNDJ0MTM3IDk2LjV0MTY2LjUgMzZ6TTY1Mi41IDk3NHEtOTEuNSAwIC0xNTYuNSAtNjUgdC02NSAtMTU3dDY1IC0xNTYuNXQxNTYuNSAtNjQuNXQxNTYuNSA2NC41dDY1IDE1Ni41dC02NSAxNTd0LTE1Ni41IDY1eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwNjM7IiBkPSJNNjAwIDExNzdxMTE3IDAgMjI0IC00NS41dDE4NC41IC0xMjN0MTIzIC0xODQuNXQ0NS41IC0yMjR0LTQ1LjUgLTIyNHQtMTIzIC0xODQuNXQtMTg0LjUgLTEyM3QtMjI0IC00NS41dC0yMjQgNDUuNXQtMTg0LjUgMTIzdC0xMjMgMTg0LjV0LTQ1LjUgMjI0dDQ1LjUgMjI0dDEyMyAxODQuNXQxODQuNSAxMjN0MjI0IDQ1LjV6TTYwMCAxNzN2ODU0cS0xMTYgMCAtMjE0LjUgLTU3dC0xNTUuNSAtMTU1LjV0LTU3IC0yMTQuNXQ1NyAtMjE0LjUgdDE1NS41IC0xNTUuNXQyMTQuNSAtNTd6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA2NDsiIGQ9Ik01NTQgMTI5NXEyMSAtNzIgNTcuNSAtMTQzLjV0NzYgLTEzMHQ4MyAtMTE4dDgyLjUgLTExN3Q3MCAtMTE2dDQ5LjUgLTEyNnQxOC41IC0xMzYuNXEwIC03MSAtMjUuNSAtMTM1dC02OC41IC0xMTF0LTk5IC04MnQtMTE4LjUgLTU0dC0xMjUuNSAtMjNxLTg0IDUgLTE2MS41IDM0dC0xMzkuNSA3OC41dC05OSAxMjV0LTM3IDE2NC41cTAgNjkgMTggMTM2LjV0NDkuNSAxMjYuNXQ2OS41IDExNi41dDgxLjUgMTE3LjV0ODMuNSAxMTkgdDc2LjUgMTMxdDU4LjUgMTQzek0zNDQgNzEwcS0yMyAtMzMgLTQzLjUgLTcwLjV0LTQwLjUgLTEwMi41dC0xNyAtMTIzcTEgLTM3IDE0LjUgLTY5LjV0MzAgLTUydDQxIC0zN3QzOC41IC0yNC41dDMzIC0xNXEyMSAtNyAzMiAtMXQxMyAyMmw2IDM0cTIgMTAgLTIuNSAyMnQtMTMuNSAxOXEtNSA0IC0xNCAxMnQtMjkuNSA0MC41dC0zMi41IDczLjVxLTI2IDg5IDYgMjcxcTIgMTEgLTYgMTFxLTggMSAtMTUgLTEweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwNjU7IiBkPSJNMTAwMCAxMDEzbDEwOCAxMTVxMiAxIDUgMnQxMyAydDIwLjUgLTF0MjUgLTkuNXQyOC41IC0yMS41cTIyIC0yMiAyNyAtNDN0MCAtMzJsLTYgLTEwbC0xMDggLTExNXpNMzUwIDExMDBoNDAwcTUwIDAgMTA1IC0xM2wtMTg3IC0xODdoLTM2OHEtNDEgMCAtNzAuNSAtMjkuNXQtMjkuNSAtNzAuNXYtNTAwcTAgLTQxIDI5LjUgLTcwLjV0NzAuNSAtMjkuNWg1MDBxNDEgMCA3MC41IDI5LjV0MjkuNSA3MC41djE4MmwyMDAgMjAwdi0zMzIgcTAgLTE2NSAtOTMuNSAtMjU3LjV0LTI1Ni41IC05Mi41aC00MDBxLTE2NSAwIC0yNTcuNSA5Mi41dC05Mi41IDI1Ny41djQwMHEwIDE2NSA5Mi41IDI1Ny41dDI1Ny41IDkyLjV6TTEwMDkgODAzbC0zNjIgLTM2MmwtMTYxIC01MGw1NSAxNzBsMzU1IDM1NXoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDY5OyIgZD0iTTI1MCAxMTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDM4bDQ2NCA0NTNxMTUgMTQgMjUuNSAxMHQxMC41IC0yNXYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcwOyIgZD0iTTUwIDExMDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di0xMDAwcTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNSB0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcxOyIgZD0iTTEyMDAgMTA1MHYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ5MiA0ODBxLTE1IDE0IC0xNSAzNXQxNSAzNWw0OTIgNDgwcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV2LTQzOGw0NjQgNDUzcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA3MjsiIGQ9Ik0yNDMgMTA3NGw4MTQgLTQ5OHExOCAtMTEgMTggLTI2dC0xOCAtMjZsLTgxNCAtNDk4cS0xOCAtMTEgLTMwLjUgLTR0LTEyLjUgMjh2MTAwMHEwIDIxIDEyLjUgMjh0MzAuNSAtNHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDc5OyIgZD0iTTg4NSA5MDBsLTM1MiAtMzUzbDM1MiAtMzUzbC0xOTcgLTE5OGwtNTUyIDU1Mmw1NTIgNTUweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwODA7IiBkPSJNMTA2NCA1NDdsLTU1MSAtNTUxbC0xOTggMTk4bDM1MyAzNTNsLTM1MyAzNTNsMTk4IDE5OHoiIC8%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDk2OyIgZD0iTTg1MCAxMjAwaDMwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMzAwcTAgLTIxIC0xMC41IC0yNXQtMjQuNSAxMGwtOTQgOTRsLTI0OSAtMjQ5cS04IC03IC0xOCAtN3QtMTggN2wtMTA2IDEwNnEtNyA4IC03IDE4dDcgMThsMjQ5IDI0OWwtOTQgOTRxLTE0IDE0IC0xMCAyNC41dDI1IDEwLjV6TTM1MCAwaC0zMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djMwMHEwIDIxIDEwLjUgMjV0MjQuNSAtMTBsOTQgLTk0bDI0OSAyNDkgcTggNyAxOCA3dDE4IC03bDEwNiAtMTA2cTcgLTggNyAtMTh0LTcgLTE4bC0yNDkgLTI0OWw5NCAtOTRxMTQgLTE0IDEwIC0yNC41dC0yNSAtMTAuNXoiIC8%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTIzOyIgZD0iTTU1MyAxMjAwaDk0cTIwIDAgMjkgLTEwLjV0MyAtMjkuNWwtMTggLTM3cTgzIC0xOSAxNDQgLTgyLjV0NzYgLTE0MC41bDYzIC0zMjdsMTE4IC0xNzNoMTdxMTkgMCAzMyAtMTQuNXQxNCAtMzV0LTEzIC00MC41dC0zMSAtMjdxLTggLTQgLTIzIC05LjV0LTY1IC0xOS41dC0xMDMgLTI1dC0xMzIuNSAtMjB0LTE1OC41IC05cS01NyAwIC0xMTUgNXQtMTA0IDEydC04OC41IDE1LjV0LTczLjUgMTcuNXQtNTQuNSAxNnQtMzUuNSAxMmwtMTEgNCBxLTE4IDggLTMxIDI4dC0xMyA0MC41dDE0IDM1dDMzIDE0LjVoMTdsMTE4IDE3M2w2MyAzMjdxMTUgNzcgNzYgMTQwdDE0NCA4M2wtMTggMzJxLTYgMTkgMy41IDMydDI4LjUgMTN6TTQ5OCAxMTBxNTAgLTYgMTAyIC02cTUzIDAgMTAyIDZxLTEyIC00OSAtMzkuNSAtNzkuNXQtNjIuNSAtMzAuNXQtNjMgMzAuNXQtMzkgNzkuNXoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTMyOyIgZD0iTTYwMCAxMTc4cTExOCAwIDIyNSAtNDUuNXQxODQuNSAtMTIzdDEyMyAtMTg0LjV0NDUuNSAtMjI1dC00NS41IC0yMjV0LTEyMyAtMTg0LjV0LTE4NC41IC0xMjN0LTIyNSAtNDUuNXQtMjI1IDQ1LjV0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNXQ0NS41IDIyNXQxMjMgMTg0LjV0MTg0LjUgMTIzdDIyNSA0NS41ek01NjEgODU1bC0yNzUgLTIyM3EtMTYgLTEzIC0xNiAtMzJ0MTYgLTMybDI3NSAtMjIzcTE2IC0xMyAyNy41IC04IHQxMS41IDI2djEzN2gyNzVxMTAgMCAxNy41IDcuNXQ3LjUgMTcuNXYxNTBxMCAxMCAtNy41IDE3LjV0LTE3LjUgNy41aC0yNzV2MTM3cTAgMjEgLTExLjUgMjZ0LTI3LjUgLTh6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEzMzsiIGQ9Ik02MDAgMTE3OHExMTggMCAyMjUgLTQ1LjV0MTg0LjUgLTEyM3QxMjMgLTE4NC41dDQ1LjUgLTIyNXQtNDUuNSAtMjI1dC0xMjMgLTE4NC41dC0xODQuNSAtMTIzdC0yMjUgLTQ1LjV0LTIyNSA0NS41dC0xODQuNSAxMjN0LTEyMyAxODQuNXQtNDUuNSAyMjV0NDUuNSAyMjV0MTIzIDE4NC41dDE4NC41IDEyM3QyMjUgNDUuNXpNODU1IDYzOWwtMjIzIDI3NXEtMTMgMTYgLTMyIDE2dC0zMiAtMTZsLTIyMyAtMjc1cS0xMyAtMTYgLTggLTI3LjUgdDI2IC0xMS41aDEzN3YtMjc1cTAgLTEwIDcuNSAtMTcuNXQxNy41IC03LjVoMTUwcTEwIDAgMTcuNSA3LjV0Ny41IDE3LjV2Mjc1aDEzN3EyMSAwIDI2IDExLjV0LTggMjcuNXoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTM2OyIgZD0iTTc1NiAxMTU3cTE2NCA5MiAzMDYgLTlsLTI1OSAtMTM4bDE0NSAtMjMybDI1MSAxMjZxNiAtODkgLTM0IC0xNTYuNXQtMTE3IC0xMTAuNXEtNjAgLTM0IC0xMjcgLTM5LjV0LTEyNiAxNi41bC01OTYgLTU5NnEtMTUgLTE2IC0zNi41IC0xNnQtMzYuNSAxNmwtMTExIDExMHEtMTUgMTUgLTE1IDM2LjV0MTUgMzcuNWw2MDAgNTk5cS0zNCAxMDEgNS41IDIwMS41dDEzNS41IDE1NC41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMzc7IiBob3Jpei1hZHYteD0iMTIyMCIgZD0iTTEwMCAxMTk2aDEwMDBxNDEgMCA3MC41IC0yOS41dDI5LjUgLTcwLjV2LTEwMHEwIC00MSAtMjkuNSAtNzAuNXQtNzAuNSAtMjkuNWgtMTAwMHEtNDEgMCAtNzAuNSAyOS41dC0yOS41IDcwLjV2MTAwcTAgNDEgMjkuNSA3MC41dDcwLjUgMjkuNXpNMTEwMCAxMDk2aC0yMDB2LTEwMGgyMDB2MTAwek0xMDAgNzk2aDEwMDBxNDEgMCA3MC41IC0yOS41dDI5LjUgLTcwLjV2LTEwMHEwIC00MSAtMjkuNSAtNzAuNXQtNzAuNSAtMjkuNWgtMTAwMCBxLTQxIDAgLTcwLjUgMjkuNXQtMjkuNSA3MC41djEwMHEwIDQxIDI5LjUgNzAuNXQ3MC41IDI5LjV6TTExMDAgNjk2aC01MDB2LTEwMGg1MDB2MTAwek0xMDAgMzk2aDEwMDBxNDEgMCA3MC41IC0yOS41dDI5LjUgLTcwLjV2LTEwMHEwIC00MSAtMjkuNSAtNzAuNXQtNzAuNSAtMjkuNWgtMTAwMHEtNDEgMCAtNzAuNSAyOS41dC0yOS41IDcwLjV2MTAwcTAgNDEgMjkuNSA3MC41dDcwLjUgMjkuNXpNMTEwMCAyOTZoLTMwMHYtMTAwaDMwMHYxMDB6ICIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMzg7IiBkPSJNMTUwIDEyMDBoOTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41dC0xNC41IC0zNS41dC0zNS41IC0xNC41aC05MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41dDE0LjUgMzUuNXQzNS41IDE0LjV6TTcwMCA1MDB2LTMwMGwtMjAwIC0yMDB2NTAwbC0zNTAgNTAwaDkwMHoiIC8%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTUzOyIgZD0iTTQwMCAzMDBoMTUwcTIxIDAgMjUgLTExdC0xMCAtMjVsLTIzMCAtMjUwcS0xNCAtMTUgLTM1IC0xNXQtMzUgMTVsLTIzMCAyNTBxLTE0IDE0IC0xMCAyNXQyNSAxMWgxNTB2OTAwaDIwMHYtOTAwek0xMDAwIDcwMGgtMTAwdjQwMGgtMTAwdjEwMGgyMDB2LTUwMHpNMTEwMCAwaC0xMDB2MTAwaC0yMDB2NDAwaDMwMHYtNTAwek05MDEgNDAwdi0yMDBoMTAwdjIwMGgtMTAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNTQ7IiBkPSJNNDAwIDMwMGgxNTBxMjEgMCAyNSAtMTF0LTEwIC0yNWwtMjMwIC0yNTBxLTE0IC0xNSAtMzUgLTE1dC0zNSAxNWwtMjMwIDI1MHEtMTQgMTQgLTEwIDI1dDI1IDExaDE1MHY5MDBoMjAwdi05MDB6TTExMDAgNzAwaC0xMDB2MTAwaC0yMDB2NDAwaDMwMHYtNTAwek05MDEgMTEwMHYtMjAwaDEwMHYyMDBoLTEwMHpNMTAwMCAwaC0xMDB2NDAwaC0xMDB2MTAwaDIwMHYtNTAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNTU7IiBkPSJNNDAwIDMwMGgxNTBxMjEgMCAyNSAtMTF0LTEwIC0yNWwtMjMwIC0yNTBxLTE0IC0xNSAtMzUgLTE1dC0zNSAxNWwtMjMwIDI1MHEtMTQgMTQgLTEwIDI1dDI1IDExaDE1MHY5MDBoMjAwdi05MDB6TTkwMCAxMDAwaC0yMDB2MjAwaDIwMHYtMjAwek0xMDAwIDcwMGgtMzAwdjIwMGgzMDB2LTIwMHpNMTEwMCA0MDBoLTQwMHYyMDBoNDAwdi0yMDB6TTEyMDAgMTAwaC01MDB2MjAwaDUwMHYtMjAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNTY7IiBkPSJNNDAwIDMwMGgxNTBxMjEgMCAyNSAtMTF0LTEwIC0yNWwtMjMwIC0yNTBxLTE0IC0xNSAtMzUgLTE1dC0zNSAxNWwtMjMwIDI1MHEtMTQgMTQgLTEwIDI1dDI1IDExaDE1MHY5MDBoMjAwdi05MDB6TTEyMDAgMTAwMGgtNTAwdjIwMGg1MDB2LTIwMHpNMTEwMCA3MDBoLTQwMHYyMDBoNDAwdi0yMDB6TTEwMDAgNDAwaC0zMDB2MjAwaDMwMHYtMjAwek05MDAgMTAwaC0yMDB2MjAwaDIwMHYtMjAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNTc7IiBkPSJNMzUwIDExMDBoNDAwcTE2MiAwIDI1NiAtOTMuNXQ5NCAtMjU2LjV2LTQwMHEwIC0xNjUgLTkzLjUgLTI1Ny41dC0yNTYuNSAtOTIuNWgtNDAwcS0xNjUgMCAtMjU3LjUgOTIuNXQtOTIuNSAyNTcuNXY0MDBxMCAxNjUgOTIuNSAyNTcuNXQyNTcuNSA5Mi41ek04MDAgOTAwaC01MDBxLTQxIDAgLTcwLjUgLTI5LjV0LTI5LjUgLTcwLjV2LTUwMHEwIC00MSAyOS41IC03MC41dDcwLjUgLTI5LjVoNTAwcTQxIDAgNzAuNSAyOS41dDI5LjUgNzAuNSB2NTAwcTAgNDEgLTI5LjUgNzAuNXQtNzAuNSAyOS41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNTg7IiBkPSJNMzUwIDExMDBoNDAwcTE2NSAwIDI1Ny41IC05Mi41dDkyLjUgLTI1Ny41di00MDBxMCAtMTY1IC05Mi41IC0yNTcuNXQtMjU3LjUgLTkyLjVoLTQwMHEtMTYzIDAgLTI1Ni41IDkyLjV0LTkzLjUgMjU3LjV2NDAwcTAgMTYzIDk0IDI1Ni41dDI1NiA5My41ek04MDAgOTAwaC01MDBxLTQxIDAgLTcwLjUgLTI5LjV0LTI5LjUgLTcwLjV2LTUwMHEwIC00MSAyOS41IC03MC41dDcwLjUgLTI5LjVoNTAwcTQxIDAgNzAuNSAyOS41dDI5LjUgNzAuNSB2NTAwcTAgNDEgLTI5LjUgNzAuNXQtNzAuNSAyOS41ek00NDAgNzcwbDI1MyAtMTkwcTE3IC0xMiAxNyAtMzB0LTE3IC0zMGwtMjUzIC0xOTBxLTE2IC0xMiAtMjggLTYuNXQtMTIgMjYuNXY0MDBxMCAyMSAxMiAyNi41dDI4IC02LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE1OTsiIGQ9Ik0zNTAgMTEwMGg0MDBxMTYzIDAgMjU2LjUgLTk0dDkzLjUgLTI1NnYtNDAwcTAgLTE2NSAtOTIuNSAtMjU3LjV0LTI1Ny41IC05Mi41aC00MDBxLTE2NSAwIC0yNTcuNSA5Mi41dC05Mi41IDI1Ny41djQwMHEwIDE2MyA5Mi41IDI1Ni41dDI1Ny41IDkzLjV6TTgwMCA5MDBoLTUwMHEtNDEgMCAtNzAuNSAtMjkuNXQtMjkuNSAtNzAuNXYtNTAwcTAgLTQxIDI5LjUgLTcwLjV0NzAuNSAtMjkuNWg1MDBxNDEgMCA3MC41IDI5LjV0MjkuNSA3MC41IHY1MDBxMCA0MSAtMjkuNSA3MC41dC03MC41IDI5LjV6TTM1MCA3MDBoNDAwcTIxIDAgMjYuNSAtMTJ0LTYuNSAtMjhsLTE5MCAtMjUzcS0xMiAtMTcgLTMwIC0xN3QtMzAgMTdsLTE5MCAyNTNxLTEyIDE2IC02LjUgMjh0MjYuNSAxMnoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTYyOyIgZD0iTTc5MyAxMTgybDkgLTlxOCAtMTAgNSAtMjdxLTMgLTExIC03OSAtMjI1LjV0LTc4IC0yMjEuNWwzMDAgMXEyNCAwIDMyLjUgLTE3LjV0LTUuNSAtMzUuNXEtMSAwIC0xMzMuNSAtMTU1dC0yNjcgLTMxMi41dC0xMzguNSAtMTYyLjVxLTEyIC0xNSAtMjYgLTE1aC05bC05IDhxLTkgMTEgLTQgMzJxMiA5IDQyIDEyMy41dDc5IDIyNC41bDM5IDExMGgtMzAycS0yMyAwIC0zMSAxOXEtMTAgMjEgNiA0MXE3NSA4NiAyMDkuNSAyMzcuNSB0MjI4IDI1N3Q5OC41IDExMS41cTkgMTYgMjUgMTZoOXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTYzOyIgZD0iTTM1MCAxMTAwaDQwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC00NTBxLTQxIDAgLTcwLjUgLTI5LjV0LTI5LjUgLTcwLjV2LTUwMHEwIC00MSAyOS41IC03MC41dDcwLjUgLTI5LjVoNDUwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTQwMHEtMTY1IDAgLTI1Ny41IDkyLjV0LTkyLjUgMjU3LjV2NDAwIHEwIDE2NSA5Mi41IDI1Ny41dDI1Ny41IDkyLjV6TTkzOCA4NjdsMzI0IC0yODRxMTYgLTE0IDE2IC0zM3QtMTYgLTMzbC0zMjQgLTI4NHEtMTYgLTE0IC0yNyAtOXQtMTEgMjZ2MTUwaC0yNTBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjVoMjUwdjE1MHEwIDIxIDExIDI2dDI3IC05eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNjQ7IiBkPSJNNzUwIDEyMDBoNDAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di00MDBxMCAtMjEgLTEwLjUgLTI1dC0yNC41IDEwbC0xMDkgMTA5bC0zMTIgLTMxMnEtMTUgLTE1IC0zNS41IC0xNXQtMzUuNSAxNWwtMTQxIDE0MXEtMTUgMTUgLTE1IDM1LjV0MTUgMzUuNWwzMTIgMzEybC0xMDkgMTA5cS0xNCAxNCAtMTAgMjQuNXQyNSAxMC41ek00NTYgOTAwaC0xNTZxLTQxIDAgLTcwLjUgLTI5LjV0LTI5LjUgLTcwLjV2LTUwMCBxMCAtNDEgMjkuNSAtNzAuNXQ3MC41IC0yOS41aDUwMHE0MSAwIDcwLjUgMjkuNXQyOS41IDcwLjV2MTQ4bDIwMCAyMDB2LTI5OHEwIC0xNjUgLTkzLjUgLTI1Ny41dC0yNTYuNSAtOTIuNWgtNDAwcS0xNjUgMCAtMjU3LjUgOTIuNXQtOTIuNSAyNTcuNXY0MDBxMCAxNjUgOTIuNSAyNTcuNXQyNTcuNSA5Mi41aDMwMHoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTY5OyIgZD0iTTEzNSAxMDIzbDE0MiAxNDJxMTQgMTQgMzUgMTR0MzUgLTE0bDc3IC03N2wtMjEyIC0yMTJsLTc3IDc2cS0xNCAxNSAtMTQgMzZ0MTQgMzV6TTY1NSA4NTVsMjEwIDIxMHExNCAxNCAyNC41IDEwdDEwLjUgLTI1bC0yIC01OTlxLTEgLTIwIC0xNS41IC0zNXQtMzUuNSAtMTVsLTU5NyAtMXEtMjEgMCAtMjUgMTAuNXQxMCAyNC41bDIwOCAyMDhsLTE1NCAxNTVsMjEyIDIxMnpNNTAgMzAwaDEwMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjUgdi0yNTBoLTExMDB2MjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNOTAwIDIwMHYtNTBoMTAwdjUwaC0xMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE3MDsiIGQ9Ik0zNTAgMTIwMGw1OTkgLTJxMjAgLTEgMzUgLTE1LjV0MTUgLTM1LjVsMSAtNTk3cTAgLTIxIC0xMC41IC0yNXQtMjQuNSAxMGwtMjA4IDIwOGwtMTU1IC0xNTRsLTIxMiAyMTJsMTU1IDE1NGwtMjEwIDIxMHEtMTQgMTQgLTEwIDI0LjV0MjUgMTAuNXpNNTI0IDUxMmwtNzYgLTc3cS0xNSAtMTQgLTM2IC0xNHQtMzUgMTRsLTE0MiAxNDJxLTE0IDE0IC0xNCAzNXQxNCAzNWw3NyA3N3pNNTAgMzAwaDEwMDBxMjEgMCAzNS41IC0xNC41IHQxNC41IC0zNS41di0yNTBoLTExMDB2MjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNOTAwIDIwMHYtNTBoMTAwdjUwaC0xMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE3MTsiIGQ9Ik0xMjAwIDEwM2wtNDgzIDI3NmwtMzE0IC0zOTl2NDIzaC0zOTlsMTE5NiA3OTZ2LTEwOTZ6TTQ4MyA0MjR2LTIzMGw2ODMgOTUzeiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNzI7IiBkPSJNMTEwMCAxMDAwdi04NTBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTE1MHY0MDBoLTcwMHYtNDAwaC0xNTBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMDBxMCAyMCAxNC41IDM1dDM1LjUgMTVoMjUwdi0zMDBoNTAwdjMwMGgxMDB6TTcwMCAxMDAwaC0xMDB2MjAwaDEwMHYtMjAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNzM7IiBkPSJNMTEwMCAxMDAwbC0yIC0xNDlsLTI5OSAtMjk5bC05NSA5NXEtOSA5IC0yMS41IDl0LTIxLjUgLTlsLTE0OSAtMTQ3aC0zMTJ2LTQwMGgtMTUwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDAwcTAgMjAgMTQuNSAzNXQzNS41IDE1aDI1MHYtMzAwaDUwMHYzMDBoMTAwek03MDAgMTAwMGgtMTAwdjIwMGgxMDB2LTIwMHpNMTEzMiA2MzhsMTA2IC0xMDZxNyAtNyA3IC0xNy41dC03IC0xNy41bC00MjAgLTQyMXEtOCAtNyAtMTggLTcgdC0xOCA3bC0yMDIgMjAzcS04IDcgLTggMTcuNXQ4IDE3LjVsMTA2IDEwNnE3IDggMTcuNSA4dDE3LjUgLThsNzkgLTc5bDI5NyAyOTdxNyA3IDE3LjUgN3QxNy41IC03eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNzQ7IiBkPSJNMTEwMCAxMDAwdi0yNjlsLTEwMyAtMTAzbC0xMzQgMTM0cS0xNSAxNSAtMzMuNSAxNi41dC0zNC41IC0xMi41bC0yNjYgLTI2NmgtMzI5di00MDBoLTE1MHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwMHEwIDIwIDE0LjUgMzV0MzUuNSAxNWgyNTB2LTMwMGg1MDB2MzAwaDEwMHpNNzAwIDEwMDBoLTEwMHYyMDBoMTAwdi0yMDB6TTEyMDIgNTcybDcwIC03MHExNSAtMTUgMTUgLTM1LjV0LTE1IC0zNS41bC0xMzEgLTEzMSBsMTMxIC0xMzFxMTUgLTE1IDE1IC0zNS41dC0xNSAtMzUuNWwtNzAgLTcwcS0xNSAtMTUgLTM1LjUgLTE1dC0zNS41IDE1bC0xMzEgMTMxbC0xMzEgLTEzMXEtMTUgLTE1IC0zNS41IC0xNXQtMzUuNSAxNWwtNzAgNzBxLTE1IDE1IC0xNSAzNS41dDE1IDM1LjVsMTMxIDEzMWwtMTMxIDEzMXEtMTUgMTUgLTE1IDM1LjV0MTUgMzUuNWw3MCA3MHExNSAxNSAzNS41IDE1dDM1LjUgLTE1bDEzMSAtMTMxbDEzMSAxMzFxMTUgMTUgMzUuNSAxNSB0MzUuNSAtMTV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE3NTsiIGQ9Ik0xMTAwIDEwMDB2LTMwMGgtMzUwcS0yMSAwIC0zNS41IC0xNC41dC0xNC41IC0zNS41di0xNTBoLTUwMHYtNDAwaC0xNTBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMDBxMCAyMCAxNC41IDM1dDM1LjUgMTVoMjUwdi0zMDBoNTAwdjMwMGgxMDB6TTcwMCAxMDAwaC0xMDB2MjAwaDEwMHYtMjAwek04NTAgNjAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjUwaDE1MHEyMSAwIDI1IC0xMC41dC0xMCAtMjQuNSBsLTIzMCAtMjMwcS0xNCAtMTQgLTM1IC0xNHQtMzUgMTRsLTIzMCAyMzBxLTE0IDE0IC0xMCAyNC41dDI1IDEwLjVoMTUwdjI1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE3NjsiIGQ9Ik0xMTAwIDEwMDB2LTQwMGwtMTY1IDE2NXEtMTQgMTUgLTM1IDE1dC0zNSAtMTVsLTI2MyAtMjY1aC00MDJ2LTQwMGgtMTUwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDAwcTAgMjAgMTQuNSAzNXQzNS41IDE1aDI1MHYtMzAwaDUwMHYzMDBoMTAwek03MDAgMTAwMGgtMTAwdjIwMGgxMDB2LTIwMHpNOTM1IDU2NWwyMzAgLTIyOXExNCAtMTUgMTAgLTI1LjV0LTI1IC0xMC41aC0xNTB2LTI1MHEwIC0yMCAtMTQuNSAtMzUgdC0zNS41IC0xNWgtMTAwcS0yMSAwIC0zNS41IDE1dC0xNC41IDM1djI1MGgtMTUwcS0yMSAwIC0yNSAxMC41dDEwIDI1LjVsMjMwIDIyOXExNCAxNSAzNSAxNXQzNSAtMTV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE3NzsiIGQ9Ik01MCAxMTAwaDExMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTE1MGgtMTIwMHYxNTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek0xMjAwIDgwMHYtNTUwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY1NTBoMTIwMHpNMTAwIDUwMHYtMjAwaDQwMHYyMDBoLTQwMHoiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTg4OyIgZD0iTTIwMCAxMTAwaDcwMHExMjQgMCAyMTIgLTg4dDg4IC0yMTJ2LTUwMHEwIC0xMjQgLTg4IC0yMTJ0LTIxMiAtODhoLTcwMHEtMTI0IDAgLTIxMiA4OHQtODggMjEydjUwMHEwIDEyNCA4OCAyMTJ0MjEyIDg4ek0xMDAgOTAwdi03MDBoOTAwdjcwMGgtOTAwek01MDAgNzAwaC0yMDB2LTMwMGgyMDB2LTEwMGgtMzAwdjUwMGgzMDB2LTEwMHpNOTAwIDcwMGgtMjAwdi0zMDBoMjAwdi0xMDBoLTMwMHY1MDBoMzAwdi0xMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE4OTsiIGQ9Ik0yMDAgMTEwMGg3MDBxMTI0IDAgMjEyIC04OHQ4OCAtMjEydi01MDBxMCAtMTI0IC04OCAtMjEydC0yMTIgLTg4aC03MDBxLTEyNCAwIC0yMTIgODh0LTg4IDIxMnY1MDBxMCAxMjQgODggMjEydDIxMiA4OHpNMTAwIDkwMHYtNzAwaDkwMHY3MDBoLTkwMHpNNTAwIDQwMGwtMzAwIDE1MGwzMDAgMTUwdi0zMDB6TTkwMCA1NTBsLTMwMCAtMTUwdjMwMHoiIC8%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjEwOyIgZD0iTTQyNSAxMTAwaDI1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTE1MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTI1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djE1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek00MjUgODAwaDI1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTE1MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTI1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djE1MHEwIDEwIDcuNSAxNy41IHQxNy41IDcuNXpNODI1IDgwMGgyNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0yNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNMjUgNTAwaDI1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTE1MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTI1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djE1MCBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNNDI1IDUwMGgyNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0yNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNODI1IDUwMGgyNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0yNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNSB2MTUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTI1IDIwMGgyNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0yNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNNDI1IDIwMGgyNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0yNTBxLTEwIDAgLTE3LjUgNy41IHQtNy41IDE3LjV2MTUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTgyNSAyMDBoMjUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtMTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtMjUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2MTUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIxMTsiIGQ9Ik03MDAgMTIwMGgxMDB2LTIwMGgtMTAwdi0xMDBoMzUwcTYyIDAgODYuNSAtMzkuNXQtMy41IC05NC41bC02NiAtMTMycS00MSAtODMgLTgxIC0xMzRoLTc3MnEtNDAgNTEgLTgxIDEzNGwtNjYgMTMycS0yOCA1NSAtMy41IDk0LjV0ODYuNSAzOS41aDM1MHYxMDBoLTEwMHYyMDBoMTAwdjEwMGgyMDB2LTEwMHpNMjUwIDQwMGg3MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV0LTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEybDEzNyAtMTAwIGgtOTUwbDEzOCAxMDBoLTEzcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXQxNC41IDM1LjV0MzUuNSAxNC41ek01MCAxMDBoMTEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNTBoLTEyMDB2NTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMTI7IiBkPSJNNjAwIDEzMDBxNDAgMCA2OC41IC0yOS41dDI4LjUgLTcwLjVoLTE5NHEwIDQxIDI4LjUgNzAuNXQ2OC41IDI5LjV6TTQ0MyAxMTAwaDMxNHExOCAtMzcgMTggLTc1cTAgLTggLTMgLTI1aDMyOHE0MSAwIDQ0LjUgLTE2LjV0LTMwLjUgLTM4LjVsLTE3NSAtMTQ1aC02NzhsLTE3OCAxNDVxLTM0IDIyIC0yOSAzOC41dDQ2IDE2LjVoMzI4cS0zIDE3IC0zIDI1cTAgMzggMTggNzV6TTI1MCA3MDBoNzAwcTIxIDAgMzUuNSAtMTQuNSB0MTQuNSAtMzUuNXQtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTUwdi0yMDBsMjc1IC0yMDBoLTk1MGwyNzUgMjAwdjIwMGgtMTUwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXQxNC41IDM1LjV0MzUuNSAxNC41ek01MCAxMDBoMTEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNTBoLTEyMDB2NTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMTM7IiBkPSJNNjAwIDExODFxNzUgMCAxMjggLTUzdDUzIC0xMjh0LTUzIC0xMjh0LTEyOCAtNTN0LTEyOCA1M3QtNTMgMTI4dDUzIDEyOHQxMjggNTN6TTYwMiA3OThoNDZxMzQgMCA1NS41IC0yOC41dDIxLjUgLTg2LjVxMCAtNzYgMzkgLTE4M2gtMzI0cTM5IDEwNyAzOSAxODNxMCA1OCAyMS41IDg2LjV0NTYuNSAyOC41aDQ1ek0yNTAgNDAwaDcwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXQtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTMgbDEzOCAtMTAwaC05NTBsMTM3IDEwMGgtMTJxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41dDE0LjUgMzUuNXQzNS41IDE0LjV6TTUwIDEwMGgxMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtMTIwMHY1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIxNDsiIGQ9Ik02MDAgMTMwMHE0NyAwIDkyLjUgLTUzLjV0NzEgLTEyM3QyNS41IC0xMjMuNXEwIC03OCAtNTUuNSAtMTMzLjV0LTEzMy41IC01NS41dC0xMzMuNSA1NS41dC01NS41IDEzMy41cTAgNjIgMzQgMTQzbDE0NCAtMTQzbDExMSAxMTFsLTE2MyAxNjNxMzQgMjYgNjMgMjZ6TTYwMiA3OThoNDZxMzQgMCA1NS41IC0yOC41dDIxLjUgLTg2LjVxMCAtNzYgMzkgLTE4M2gtMzI0cTM5IDEwNyAzOSAxODNxMCA1OCAyMS41IDg2LjV0NTYuNSAyOC41aDQ1IHpNMjUwIDQwMGg3MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV0LTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEzbDEzOCAtMTAwaC05NTBsMTM3IDEwMGgtMTJxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41dDE0LjUgMzUuNXQzNS41IDE0LjV6TTUwIDEwMGgxMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtMTIwMHY1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIxNTsiIGQ9Ik02MDAgMTIwMGwzMDAgLTE2MXYtMTM5aC0zMDBxMCAtNTcgMTguNSAtMTA4dDUwIC05MS41dDYzIC03MnQ3MCAtNjcuNXQ1Ny41IC02MWgtNTMwcS02MCA4MyAtOTAuNSAxNzcuNXQtMzAuNSAxNzguNXQzMyAxNjQuNXQ4Ny41IDEzOS41dDEyNiA5Ni41dDE0NS41IDQxLjV2LTk4ek0yNTAgNDAwaDcwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXQtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTNsMTM4IC0xMDBoLTk1MGwxMzcgMTAwIGgtMTJxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41dDE0LjUgMzUuNXQzNS41IDE0LjV6TTUwIDEwMGgxMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtMTIwMHY1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIxNjsiIGQ9Ik02MDAgMTMwMHE0MSAwIDcwLjUgLTI5LjV0MjkuNSAtNzAuNXYtNzhxNDYgLTI2IDczIC03MnQyNyAtMTAwdi01MGgtNDAwdjUwcTAgNTQgMjcgMTAwdDczIDcydjc4cTAgNDEgMjkuNSA3MC41dDcwLjUgMjkuNXpNNDAwIDgwMGg0MDBxNTQgMCAxMDAgLTI3dDcyIC03M2gtMTcydi0xMDBoMjAwdi0xMDBoLTIwMHYtMTAwaDIwMHYtMTAwaC0yMDB2LTEwMGgyMDBxMCAtODMgLTU4LjUgLTE0MS41dC0xNDEuNSAtNTguNWgtNDAwIHEtODMgMCAtMTQxLjUgNTguNXQtNTguNSAxNDEuNXY0MDBxMCA4MyA1OC41IDE0MS41dDE0MS41IDU4LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIxODsiIGQ9Ik0xNTAgMTEwMGg5MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTUwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtOTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY1MDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek0xMjUgNDAwaDk1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtMjgzbDIyNCAtMjI0cTEzIC0xMyAxMyAtMzEuNXQtMTMgLTMyIHQtMzEuNSAtMTMuNXQtMzEuNSAxM2wtODggODhoLTUyNGwtODcgLTg4cS0xMyAtMTMgLTMyIC0xM3QtMzIgMTMuNXQtMTMgMzJ0MTMgMzEuNWwyMjQgMjI0aC0yODlxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek01NDEgMzAwbC0xMDAgLTEwMGgzMjRsLTEwMCAxMDBoLTEyNHoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjIxOyIgZD0iTTQ4MCAxMTY1bDY4MiAtNjgzcTMxIC0zMSAzMSAtNzUuNXQtMzEgLTc1LjVsLTEzMSAtMTMxaC00ODFsLTUxNyA1MThxLTMyIDMxIC0zMiA3NS41dDMyIDc1LjVsMjk1IDI5NnEzMSAzMSA3NS41IDMxdDc2LjUgLTMxek0xMDggNzk0bDM0MiAtMzQybDMwMyAzMDRsLTM0MSAzNDF6TTI1MCAxMDBoODAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtOTAwdjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjQ2OyIgZD0iTTUwIDEwMDBoNDAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0zNTBoMTAwdjE1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjVoNDAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xNTBoMTAwdi0xMDBoLTEwMHYtMTUwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC00MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djE1MGgtMTAwdi0zNTBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTQwMCBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djgwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTcwMCA3MDB2LTMwMGgzMDB2MzAwaC0zMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTI0NzsiIGQ9Ik0xMDAgMGgtMTAwdjEyMDBoMTAwdi0xMjAwek0yNTAgMTEwMGg0MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTQwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNDAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY0MDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek0zMDAgMTAwMHYtMzAwaDMwMHYzMDBoLTMwMHpNMjUwIDUwMGg5MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTQwMCBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTkwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2NDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUwOyIgZD0iTTg2NSA1NjVsLTQ5NCAtNDk0cS0yMyAtMjMgLTQxIC0yM3EtMTQgMCAtMjIgMTMuNXQtOCAzOC41djEwMDBxMCAyNSA4IDM4LjV0MjIgMTMuNXExOCAwIDQxIC0yM2w0OTQgLTQ5NHExNCAtMTQgMTQgLTM1dC0xNCAtMzV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTI1MTsiIGQ9Ik0zMzUgNjM1bDQ5NCA0OTRxMjkgMjkgNTAgMjAuNXQyMSAtNDkuNXYtMTAwMHEwIC00MSAtMjEgLTQ5LjV0LTUwIDIwLjVsLTQ5NCA0OTRxLTE0IDE0IC0xNCAzNXQxNCAzNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUyOyIgZD0iTTEwMCA5MDBoMTAwMHE0MSAwIDQ5LjUgLTIxdC0yMC41IC01MGwtNDk0IC00OTRxLTE0IC0xNCAtMzUgLTE0dC0zNSAxNGwtNDk0IDQ5NHEtMjkgMjkgLTIwLjUgNTB0NDkuNSAyMXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUzOyIgZD0iTTYzNSA4NjVsNDk0IC00OTRxMjkgLTI5IDIwLjUgLTUwdC00OS41IC0yMWgtMTAwMHEtNDEgMCAtNDkuNSAyMXQyMC41IDUwbDQ5NCA0OTRxMTQgMTQgMzUgMTR0MzUgLTE0eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyNTQ7IiBkPSJNNzAwIDc0MXYtMTgybC02OTIgLTMyM3YyMjFsNDEzIDE5M2wtNDEzIDE5M3YyMjF6TTEyMDAgMGgtODAwdjIwMGg4MDB2LTIwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU1OyIgZD0iTTEyMDAgOTAwaC0yMDB2LTEwMGgyMDB2LTEwMGgtMzAwdjMwMGgyMDB2MTAwaC0yMDB2MTAwaDMwMHYtMzAwek0wIDcwMGg1MHEwIDIxIDQgMzd0OS41IDI2LjV0MTggMTcuNXQyMiAxMXQyOC41IDUuNXQzMSAydDM3IDAuNWgxMDB2LTU1MHEwIC0yMiAtMjUgLTM0LjV0LTUwIC0xMy41bC0yNSAtMnYtMTAwaDQwMHYxMDBxLTQgMCAtMTEgMC41dC0yNCAzdC0zMCA3dC0yNCAxNXQtMTEgMjQuNXY1NTBoMTAwcTI1IDAgMzcgLTAuNXQzMSAtMiB0MjguNSAtNS41dDIyIC0xMXQxOCAtMTcuNXQ5LjUgLTI2LjV0NCAtMzdoNTB2MzAwaC04MDB2LTMwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU2OyIgZD0iTTgwMCA3MDBoLTUwcTAgMjEgLTQgMzd0LTkuNSAyNi41dC0xOCAxNy41dC0yMiAxMXQtMjguNSA1LjV0LTMxIDJ0LTM3IDAuNWgtMTAwdi01NTBxMCAtMjIgMjUgLTM0LjV0NTAgLTE0LjVsMjUgLTF2LTEwMGgtNDAwdjEwMHE0IDAgMTEgMC41dDI0IDN0MzAgN3QyNCAxNXQxMSAyNC41djU1MGgtMTAwcS0yNSAwIC0zNyAtMC41dC0zMSAtMnQtMjguNSAtNS41dC0yMiAtMTF0LTE4IC0xNy41dC05LjUgLTI2LjV0LTQgLTM3aC01MHYzMDAgaDgwMHYtMzAwek0xMTAwIDIwMGgtMjAwdi0xMDBoMjAwdi0xMDBoLTMwMHYzMDBoMjAwdjEwMGgtMjAwdjEwMGgzMDB2LTMwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU3OyIgZD0iTTcwMSAxMDk4aDE2MHExNiAwIDIxIC0xMXQtNyAtMjNsLTQ2NCAtNDY0bDQ2NCAtNDY0cTEyIC0xMiA3IC0yM3QtMjEgLTExaC0xNjBxLTEzIDAgLTIzIDlsLTQ3MSA0NzFxLTcgOCAtNyAxOHQ3IDE4bDQ3MSA0NzFxMTAgOSAyMyA5eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyNTg7IiBkPSJNMzM5IDEwOThoMTYwcTEzIDAgMjMgLTlsNDcxIC00NzFxNyAtOCA3IC0xOHQtNyAtMThsLTQ3MSAtNDcxcS0xMCAtOSAtMjMgLTloLTE2MHEtMTYgMCAtMjEgMTF0NyAyM2w0NjQgNDY0bC00NjQgNDY0cS0xMiAxMiAtNyAyM3QyMSAxMXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU5OyIgZD0iTTEwODcgODgycTExIC01IDExIC0yMXYtMTYwcTAgLTEzIC05IC0yM2wtNDcxIC00NzFxLTggLTcgLTE4IC03dC0xOCA3bC00NzEgNDcxcS05IDEwIC05IDIzdjE2MHEwIDE2IDExIDIxdDIzIC03bDQ2NCAtNDY0bDQ2NCA0NjRxMTIgMTIgMjMgN3oiIC8%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%2BCjwvZGVmcz48L3N2Zz4g%29%20format%28%27svg%27%29%7D%2Eglyphicon%7Bposition%3Arelative%3Btop%3A1px%3Bdisplay%3Ainline%2Dblock%3Bfont%2Dfamily%3A%27Glyphicons%20Halflings%27%3Bfont%2Dstyle%3Anormal%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%3B%2Dwebkit%2Dfont%2Dsmoothing%3Aantialiased%3B%2Dmoz%2Dosx%2Dfont%2Dsmoothing%3Agrayscale%7D%2Eglyphicon%2Dasterisk%3Abefore%7Bcontent%3A%22%5C2a%22%7D%2Eglyphicon%2Dplus%3Abefore%7Bcontent%3A%22%5C2b%22%7D%2Eglyphicon%2Deur%3Abefore%2C%2Eglyphicon%2Deuro%3Abefore%7Bcontent%3A%22%5C20ac%22%7D%2Eglyphicon%2Dminus%3Abefore%7Bcontent%3A%22%5C2212%22%7D%2Eglyphicon%2Dcloud%3Abefore%7Bcontent%3A%22%5C2601%22%7D%2Eglyphicon%2Denvelope%3Abefore%7Bcontent%3A%22%5C2709%22%7D%2Eglyphicon%2Dpencil%3Abefore%7Bcontent%3A%22%5C270f%22%7D%2Eglyphicon%2Dglass%3Abefore%7Bcontent%3A%22%5Ce001%22%7D%2Eglyphicon%2Dmusic%3Abefore%7Bcontent%3A%22%5Ce002%22%7D%2Eglyphicon%2Dsearch%3Abefore%7Bcontent%3A%22%5Ce003%22%7D%2Eglyphicon%2Dheart%3Abefore%7Bcontent%3A%22%5Ce005%22%7D%2Eglyphicon%2Dstar%3Abefore%7Bcontent%3A%22%5Ce006%22%7D%2Eglyphicon%2Dstar%2Dempty%3Abefore%7Bcontent%3A%22%5Ce007%22%7D%2Eglyphicon%2Duser%3Abefore%7Bcontent%3A%22%5Ce008%22%7D%2Eglyphicon%2Dfilm%3Abefore%7Bcontent%3A%22%5Ce009%22%7D%2Eglyphicon%2Dth%2Dlarge%3Abefore%7Bcontent%3A%22%5Ce010%22%7D%2Eglyphicon%2Dth%3Abefore%7Bcontent%3A%22%5Ce011%22%7D%2Eglyphicon%2Dth%2Dlist%3Abefore%7Bcontent%3A%22%5Ce012%22%7D%2Eglyphicon%2Dok%3Abefore%7Bcontent%3A%22%5Ce013%22%7D%2Eglyphicon%2Dremove%3Abefore%7Bcontent%3A%22%5Ce014%22%7D%2Eglyphicon%2Dzoom%2Din%3Abefore%7Bcontent%3A%22%5Ce015%22%7D%2Eglyphicon%2Dzoom%2Dout%3Abefore%7Bcontent%3A%22%5Ce016%22%7D%2Eglyphicon%2Doff%3Abefore%7Bcontent%3A%22%5Ce017%22%7D%2Eglyphicon%2Dsignal%3Abefore%7Bcontent%3A%22%5Ce018%22%7D%2Eglyphicon%2Dcog%3Abefore%7Bcontent%3A%22%5Ce019%22%7D%2Eglyphicon%2Dtrash%3Abefore%7Bcontent%3A%22%5Ce020%22%7D%2Eglyphicon%2Dhome%3Abefore%7Bcontent%3A%22%5Ce021%22%7D%2Eglyphicon%2Dfile%3Abefore%7Bcontent%3A%22%5Ce022%22%7D%2Eglyphicon%2Dtime%3Abefore%7Bcontent%3A%22%5Ce023%22%7D%2Eglyphicon%2Droad%3Abefore%7Bcontent%3A%22%5Ce024%22%7D%2Eglyphicon%2Ddownload%2Dalt%3Abefore%7Bcontent%3A%22%5Ce025%22%7D%2Eglyphicon%2Ddownload%3Abefore%7Bcontent%3A%22%5Ce026%22%7D%2Eglyphicon%2Dupload%3Abefore%7Bcontent%3A%22%5Ce027%22%7D%2Eglyphicon%2Dinbox%3Abefore%7Bcontent%3A%22%5Ce028%22%7D%2Eglyphicon%2Dplay%2Dcircle%3Abefore%7Bcontent%3A%22%5Ce029%22%7D%2Eglyphicon%2Drepeat%3Abefore%7Bcontent%3A%22%5Ce030%22%7D%2Eglyphicon%2Drefresh%3Abefore%7Bcontent%3A%22%5Ce031%22%7D%2Eglyphicon%2Dlist%2Dalt%3Abefore%7Bcontent%3A%22%5Ce032%22%7D%2Eglyphicon%2Dlock%3Abefore%7Bcontent%3A%22%5Ce033%22%7D%2Eglyphicon%2Dflag%3Abefore%7Bcontent%3A%22%5Ce034%22%7D%2Eglyphicon%2Dheadphones%3Abefore%7Bcontent%3A%22%5Ce035%22%7D%2Eglyphicon%2Dvolume%2Doff%3Abefore%7Bcontent%3A%22%5Ce036%22%7D%2Eglyphicon%2Dvolume%2Ddown%3Abefore%7Bcontent%3A%22%5Ce037%22%7D%2Eglyphicon%2Dvolume%2Dup%3Abefore%7Bcontent%3A%22%5Ce038%22%7D%2Eglyphicon%2Dqrcode%3Abefore%7Bcontent%3A%22%5Ce039%22%7D%2Eglyphicon%2Dbarcode%3Abefore%7Bcontent%3A%22%5Ce040%22%7D%2Eglyphicon%2Dtag%3Abefore%7Bcontent%3A%22%5Ce041%22%7D%2Eglyphicon%2Dtags%3Abefore%7Bcontent%3A%22%5Ce042%22%7D%2Eglyphicon%2Dbook%3Abefore%7Bcontent%3A%22%5Ce043%22%7D%2Eglyphicon%2Dbookmark%3Abefore%7Bcontent%3A%22%5Ce044%22%7D%2Eglyphicon%2Dprint%3Abefore%7Bcontent%3A%22%5Ce045%22%7D%2Eglyphicon%2Dcamera%3Abefore%7Bcontent%3A%22%5Ce046%22%7D%2Eglyphicon%2Dfont%3Abefore%7Bcontent%3A%22%5Ce047%22%7D%2Eglyphicon%2Dbold%3Abefore%7Bcontent%3A%22%5Ce048%22%7D%2Eglyphicon%2Ditalic%3Abefore%7Bcontent%3A%22%5Ce049%22%7D%2Eglyphicon%2Dtext%2Dheight%3Abefore%7Bcontent%3A%22%5Ce050%22%7D%2Eglyphicon%2Dtext%2Dwidth%3Abefore%7Bcontent%3A%22%5Ce051%22%7D%2Eglyphicon%2Dalign%2Dleft%3Abefore%7Bcontent%3A%22%5Ce052%22%7D%2Eglyphicon%2Dalign%2Dcenter%3Abefore%7Bcontent%3A%22%5Ce053%22%7D%2Eglyphicon%2Dalign%2Dright%3Abefore%7Bcontent%3A%22%5Ce054%22%7D%2Eglyphicon%2Dalign%2Djustify%3Abefore%7Bcontent%3A%22%5Ce055%22%7D%2Eglyphicon%2Dlist%3Abefore%7Bcontent%3A%22%5Ce056%22%7D%2Eglyphicon%2Dindent%2Dleft%3Abefore%7Bcontent%3A%22%5Ce057%22%7D%2Eglyphicon%2Dindent%2Dright%3Abefore%7Bcontent%3A%22%5Ce058%22%7D%2Eglyphicon%2Dfacetime%2Dvideo%3Abefore%7Bcontent%3A%22%5Ce059%22%7D%2Eglyphicon%2Dpicture%3Abefore%7Bcontent%3A%22%5Ce060%22%7D%2Eglyphicon%2Dmap%2Dmarker%3Abefore%7Bcontent%3A%22%5Ce062%22%7D%2Eglyphicon%2Dadjust%3Abefore%7Bcontent%3A%22%5Ce063%22%7D%2Eglyphicon%2Dtint%3Abefore%7Bcontent%3A%22%5Ce064%22%7D%2Eglyphicon%2Dedit%3Abefore%7Bcontent%3A%22%5Ce065%22%7D%2Eglyphicon%2Dshare%3Abefore%7Bcontent%3A%22%5Ce066%22%7D%2Eglyphicon%2Dcheck%3Abefore%7Bcontent%3A%22%5Ce067%22%7D%2Eglyphicon%2Dmove%3Abefore%7Bcontent%3A%22%5Ce068%22%7D%2Eglyphicon%2Dstep%2Dbackward%3Abefore%7Bcontent%3A%22%5Ce069%22%7D%2Eglyphicon%2Dfast%2Dbackward%3Abefore%7Bcontent%3A%22%5Ce070%22%7D%2Eglyphicon%2Dbackward%3Abefore%7Bcontent%3A%22%5Ce071%22%7D%2Eglyphicon%2Dplay%3Abefore%7Bcontent%3A%22%5Ce072%22%7D%2Eglyphicon%2Dpause%3Abefore%7Bcontent%3A%22%5Ce073%22%7D%2Eglyphicon%2Dstop%3Abefore%7Bcontent%3A%22%5Ce074%22%7D%2Eglyphicon%2Dforward%3Abefore%7Bcontent%3A%22%5Ce075%22%7D%2Eglyphicon%2Dfast%2Dforward%3Abefore%7Bcontent%3A%22%5Ce076%22%7D%2Eglyphicon%2Dstep%2Dforward%3Abefore%7Bcontent%3A%22%5Ce077%22%7D%2Eglyphicon%2Deject%3Abefore%7Bcontent%3A%22%5Ce078%22%7D%2Eglyphicon%2Dchevron%2Dleft%3Abefore%7Bcontent%3A%22%5Ce079%22%7D%2Eglyphicon%2Dchevron%2Dright%3Abefore%7Bcontent%3A%22%5Ce080%22%7D%2Eglyphicon%2Dplus%2Dsign%3Abefore%7Bcontent%3A%22%5Ce081%22%7D%2Eglyphicon%2Dminus%2Dsign%3Abefore%7Bcontent%3A%22%5Ce082%22%7D%2Eglyphicon%2Dremove%2Dsign%3Abefore%7Bcontent%3A%22%5Ce083%22%7D%2Eglyphicon%2Dok%2Dsign%3Abefore%7Bcontent%3A%22%5Ce084%22%7D%2Eglyphicon%2Dquestion%2Dsign%3Abefore%7Bcontent%3A%22%5Ce085%22%7D%2Eglyphicon%2Dinfo%2Dsign%3Abefore%7Bcontent%3A%22%5Ce086%22%7D%2Eglyphicon%2Dscreenshot%3Abefore%7Bcontent%3A%22%5Ce087%22%7D%2Eglyphicon%2Dremove%2Dcircle%3Abefore%7Bcontent%3A%22%5Ce088%22%7D%2Eglyphicon%2Dok%2Dcircle%3Abefore%7Bcontent%3A%22%5Ce089%22%7D%2Eglyphicon%2Dban%2Dcircle%3Abefore%7Bcontent%3A%22%5Ce090%22%7D%2Eglyphicon%2Darrow%2Dleft%3Abefore%7Bcontent%3A%22%5Ce091%22%7D%2Eglyphicon%2Darrow%2Dright%3Abefore%7Bcontent%3A%22%5Ce092%22%7D%2Eglyphicon%2Darrow%2Dup%3Abefore%7Bcontent%3A%22%5Ce093%22%7D%2Eglyphicon%2Darrow%2Ddown%3Abefore%7Bcontent%3A%22%5Ce094%22%7D%2Eglyphicon%2Dshare%2Dalt%3Abefore%7Bcontent%3A%22%5Ce095%22%7D%2Eglyphicon%2Dresize%2Dfull%3Abefore%7Bcontent%3A%22%5Ce096%22%7D%2Eglyphicon%2Dresize%2Dsmall%3Abefore%7Bcontent%3A%22%5Ce097%22%7D%2Eglyphicon%2Dexclamation%2Dsign%3Abefore%7Bcontent%3A%22%5Ce101%22%7D%2Eglyphicon%2Dgift%3Abefore%7Bcontent%3A%22%5Ce102%22%7D%2Eglyphicon%2Dleaf%3Abefore%7Bcontent%3A%22%5Ce103%22%7D%2Eglyphicon%2Dfire%3Abefore%7Bcontent%3A%22%5Ce104%22%7D%2Eglyphicon%2Deye%2Dopen%3Abefore%7Bcontent%3A%22%5Ce105%22%7D%2Eglyphicon%2Deye%2Dclose%3Abefore%7Bcontent%3A%22%5Ce106%22%7D%2Eglyphicon%2Dwarning%2Dsign%3Abefore%7Bcontent%3A%22%5Ce107%22%7D%2Eglyphicon%2Dplane%3Abefore%7Bcontent%3A%22%5Ce108%22%7D%2Eglyphicon%2Dcalendar%3Abefore%7Bcontent%3A%22%5Ce109%22%7D%2Eglyphicon%2Drandom%3Abefore%7Bcontent%3A%22%5Ce110%22%7D%2Eglyphicon%2Dcomment%3Abefore%7Bcontent%3A%22%5Ce111%22%7D%2Eglyphicon%2Dmagnet%3Abefore%7Bcontent%3A%22%5Ce112%22%7D%2Eglyphicon%2Dchevron%2Dup%3Abefore%7Bcontent%3A%22%5Ce113%22%7D%2Eglyphicon%2Dchevron%2Ddown%3Abefore%7Bcontent%3A%22%5Ce114%22%7D%2Eglyphicon%2Dretweet%3Abefore%7Bcontent%3A%22%5Ce115%22%7D%2Eglyphicon%2Dshopping%2Dcart%3Abefore%7Bcontent%3A%22%5Ce116%22%7D%2Eglyphicon%2Dfolder%2Dclose%3Abefore%7Bcontent%3A%22%5Ce117%22%7D%2Eglyphicon%2Dfolder%2Dopen%3Abefore%7Bcontent%3A%22%5Ce118%22%7D%2Eglyphicon%2Dresize%2Dvertical%3Abefore%7Bcontent%3A%22%5Ce119%22%7D%2Eglyphicon%2Dresize%2Dhorizontal%3Abefore%7Bcontent%3A%22%5Ce120%22%7D%2Eglyphicon%2Dhdd%3Abefore%7Bcontent%3A%22%5Ce121%22%7D%2Eglyphicon%2Dbullhorn%3Abefore%7Bcontent%3A%22%5Ce122%22%7D%2Eglyphicon%2Dbell%3Abefore%7Bcontent%3A%22%5Ce123%22%7D%2Eglyphicon%2Dcertificate%3Abefore%7Bcontent%3A%22%5Ce124%22%7D%2Eglyphicon%2Dthumbs%2Dup%3Abefore%7Bcontent%3A%22%5Ce125%22%7D%2Eglyphicon%2Dthumbs%2Ddown%3Abefore%7Bcontent%3A%22%5Ce126%22%7D%2Eglyphicon%2Dhand%2Dright%3Abefore%7Bcontent%3A%22%5Ce127%22%7D%2Eglyphicon%2Dhand%2Dleft%3Abefore%7Bcontent%3A%22%5Ce128%22%7D%2Eglyphicon%2Dhand%2Dup%3Abefore%7Bcontent%3A%22%5Ce129%22%7D%2Eglyphicon%2Dhand%2Ddown%3Abefore%7Bcontent%3A%22%5Ce130%22%7D%2Eglyphicon%2Dcircle%2Darrow%2Dright%3Abefore%7Bcontent%3A%22%5Ce131%22%7D%2Eglyphicon%2Dcircle%2Darrow%2Dleft%3Abefore%7Bcontent%3A%22%5Ce132%22%7D%2Eglyphicon%2Dcircle%2Darrow%2Dup%3Abefore%7Bcontent%3A%22%5Ce133%22%7D%2Eglyphicon%2Dcircle%2Darrow%2Ddown%3Abefore%7Bcontent%3A%22%5Ce134%22%7D%2Eglyphicon%2Dglobe%3Abefore%7Bcontent%3A%22%5Ce135%22%7D%2Eglyphicon%2Dwrench%3Abefore%7Bcontent%3A%22%5Ce136%22%7D%2Eglyphicon%2Dtasks%3Abefore%7Bcontent%3A%22%5Ce137%22%7D%2Eglyphicon%2Dfilter%3Abefore%7Bcontent%3A%22%5Ce138%22%7D%2Eglyphicon%2Dbriefcase%3Abefore%7Bcontent%3A%22%5Ce139%22%7D%2Eglyphicon%2Dfullscreen%3Abefore%7Bcontent%3A%22%5Ce140%22%7D%2Eglyphicon%2Ddashboard%3Abefore%7Bcontent%3A%22%5Ce141%22%7D%2Eglyphicon%2Dpaperclip%3Abefore%7Bcontent%3A%22%5Ce142%22%7D%2Eglyphicon%2Dheart%2Dempty%3Abefore%7Bcontent%3A%22%5Ce143%22%7D%2Eglyphicon%2Dlink%3Abefore%7Bcontent%3A%22%5Ce144%22%7D%2Eglyphicon%2Dphone%3Abefore%7Bcontent%3A%22%5Ce145%22%7D%2Eglyphicon%2Dpushpin%3Abefore%7Bcontent%3A%22%5Ce146%22%7D%2Eglyphicon%2Dusd%3Abefore%7Bcontent%3A%22%5Ce148%22%7D%2Eglyphicon%2Dgbp%3Abefore%7Bcontent%3A%22%5Ce149%22%7D%2Eglyphicon%2Dsort%3Abefore%7Bcontent%3A%22%5Ce150%22%7D%2Eglyphicon%2Dsort%2Dby%2Dalphabet%3Abefore%7Bcontent%3A%22%5Ce151%22%7D%2Eglyphicon%2Dsort%2Dby%2Dalphabet%2Dalt%3Abefore%7Bcontent%3A%22%5Ce152%22%7D%2Eglyphicon%2Dsort%2Dby%2Dorder%3Abefore%7Bcontent%3A%22%5Ce153%22%7D%2Eglyphicon%2Dsort%2Dby%2Dorder%2Dalt%3Abefore%7Bcontent%3A%22%5Ce154%22%7D%2Eglyphicon%2Dsort%2Dby%2Dattributes%3Abefore%7Bcontent%3A%22%5Ce155%22%7D%2Eglyphicon%2Dsort%2Dby%2Dattributes%2Dalt%3Abefore%7Bcontent%3A%22%5Ce156%22%7D%2Eglyphicon%2Dunchecked%3Abefore%7Bcontent%3A%22%5Ce157%22%7D%2Eglyphicon%2Dexpand%3Abefore%7Bcontent%3A%22%5Ce158%22%7D%2Eglyphicon%2Dcollapse%2Ddown%3Abefore%7Bcontent%3A%22%5Ce159%22%7D%2Eglyphicon%2Dcollapse%2Dup%3Abefore%7Bcontent%3A%22%5Ce160%22%7D%2Eglyphicon%2Dlog%2Din%3Abefore%7Bcontent%3A%22%5Ce161%22%7D%2Eglyphicon%2Dflash%3Abefore%7Bcontent%3A%22%5Ce162%22%7D%2Eglyphicon%2Dlog%2Dout%3Abefore%7Bcontent%3A%22%5Ce163%22%7D%2Eglyphicon%2Dnew%2Dwindow%3Abefore%7Bcontent%3A%22%5Ce164%22%7D%2Eglyphicon%2Drecord%3Abefore%7Bcontent%3A%22%5Ce165%22%7D%2Eglyphicon%2Dsave%3Abefore%7Bcontent%3A%22%5Ce166%22%7D%2Eglyphicon%2Dopen%3Abefore%7Bcontent%3A%22%5Ce167%22%7D%2Eglyphicon%2Dsaved%3Abefore%7Bcontent%3A%22%5Ce168%22%7D%2Eglyphicon%2Dimport%3Abefore%7Bcontent%3A%22%5Ce169%22%7D%2Eglyphicon%2Dexport%3Abefore%7Bcontent%3A%22%5Ce170%22%7D%2Eglyphicon%2Dsend%3Abefore%7Bcontent%3A%22%5Ce171%22%7D%2Eglyphicon%2Dfloppy%2Ddisk%3Abefore%7Bcontent%3A%22%5Ce172%22%7D%2Eglyphicon%2Dfloppy%2Dsaved%3Abefore%7Bcontent%3A%22%5Ce173%22%7D%2Eglyphicon%2Dfloppy%2Dremove%3Abefore%7Bcontent%3A%22%5Ce174%22%7D%2Eglyphicon%2Dfloppy%2Dsave%3Abefore%7Bcontent%3A%22%5Ce175%22%7D%2Eglyphicon%2Dfloppy%2Dopen%3Abefore%7Bcontent%3A%22%5Ce176%22%7D%2Eglyphicon%2Dcredit%2Dcard%3Abefore%7Bcontent%3A%22%5Ce177%22%7D%2Eglyphicon%2Dtransfer%3Abefore%7Bcontent%3A%22%5Ce178%22%7D%2Eglyphicon%2Dcutlery%3Abefore%7Bcontent%3A%22%5Ce179%22%7D%2Eglyphicon%2Dheader%3Abefore%7Bcontent%3A%22%5Ce180%22%7D%2Eglyphicon%2Dcompressed%3Abefore%7Bcontent%3A%22%5Ce181%22%7D%2Eglyphicon%2Dearphone%3Abefore%7Bcontent%3A%22%5Ce182%22%7D%2Eglyphicon%2Dphone%2Dalt%3Abefore%7Bcontent%3A%22%5Ce183%22%7D%2Eglyphicon%2Dtower%3Abefore%7Bcontent%3A%22%5Ce184%22%7D%2Eglyphicon%2Dstats%3Abefore%7Bcontent%3A%22%5Ce185%22%7D%2Eglyphicon%2Dsd%2Dvideo%3Abefore%7Bcontent%3A%22%5Ce186%22%7D%2Eglyphicon%2Dhd%2Dvideo%3Abefore%7Bcontent%3A%22%5Ce187%22%7D%2Eglyphicon%2Dsubtitles%3Abefore%7Bcontent%3A%22%5Ce188%22%7D%2Eglyphicon%2Dsound%2Dstereo%3Abefore%7Bcontent%3A%22%5Ce189%22%7D%2Eglyphicon%2Dsound%2Ddolby%3Abefore%7Bcontent%3A%22%5Ce190%22%7D%2Eglyphicon%2Dsound%2D5%2D1%3Abefore%7Bcontent%3A%22%5Ce191%22%7D%2Eglyphicon%2Dsound%2D6%2D1%3Abefore%7Bcontent%3A%22%5Ce192%22%7D%2Eglyphicon%2Dsound%2D7%2D1%3Abefore%7Bcontent%3A%22%5Ce193%22%7D%2Eglyphicon%2Dcopyright%2Dmark%3Abefore%7Bcontent%3A%22%5Ce194%22%7D%2Eglyphicon%2Dregistration%2Dmark%3Abefore%7Bcontent%3A%22%5Ce195%22%7D%2Eglyphicon%2Dcloud%2Ddownload%3Abefore%7Bcontent%3A%22%5Ce197%22%7D%2Eglyphicon%2Dcloud%2Dupload%3Abefore%7Bcontent%3A%22%5Ce198%22%7D%2Eglyphicon%2Dtree%2Dconifer%3Abefore%7Bcontent%3A%22%5Ce199%22%7D%2Eglyphicon%2Dtree%2Ddeciduous%3Abefore%7Bcontent%3A%22%5Ce200%22%7D%2Eglyphicon%2Dcd%3Abefore%7Bcontent%3A%22%5Ce201%22%7D%2Eglyphicon%2Dsave%2Dfile%3Abefore%7Bcontent%3A%22%5Ce202%22%7D%2Eglyphicon%2Dopen%2Dfile%3Abefore%7Bcontent%3A%22%5Ce203%22%7D%2Eglyphicon%2Dlevel%2Dup%3Abefore%7Bcontent%3A%22%5Ce204%22%7D%2Eglyphicon%2Dcopy%3Abefore%7Bcontent%3A%22%5Ce205%22%7D%2Eglyphicon%2Dpaste%3Abefore%7Bcontent%3A%22%5Ce206%22%7D%2Eglyphicon%2Dalert%3Abefore%7Bcontent%3A%22%5Ce209%22%7D%2Eglyphicon%2Dequalizer%3Abefore%7Bcontent%3A%22%5Ce210%22%7D%2Eglyphicon%2Dking%3Abefore%7Bcontent%3A%22%5Ce211%22%7D%2Eglyphicon%2Dqueen%3Abefore%7Bcontent%3A%22%5Ce212%22%7D%2Eglyphicon%2Dpawn%3Abefore%7Bcontent%3A%22%5Ce213%22%7D%2Eglyphicon%2Dbishop%3Abefore%7Bcontent%3A%22%5Ce214%22%7D%2Eglyphicon%2Dknight%3Abefore%7Bcontent%3A%22%5Ce215%22%7D%2Eglyphicon%2Dbaby%2Dformula%3Abefore%7Bcontent%3A%22%5Ce216%22%7D%2Eglyphicon%2Dtent%3Abefore%7Bcontent%3A%22%5C26fa%22%7D%2Eglyphicon%2Dblackboard%3Abefore%7Bcontent%3A%22%5Ce218%22%7D%2Eglyphicon%2Dbed%3Abefore%7Bcontent%3A%22%5Ce219%22%7D%2Eglyphicon%2Dapple%3Abefore%7Bcontent%3A%22%5Cf8ff%22%7D%2Eglyphicon%2Derase%3Abefore%7Bcontent%3A%22%5Ce221%22%7D%2Eglyphicon%2Dhourglass%3Abefore%7Bcontent%3A%22%5C231b%22%7D%2Eglyphicon%2Dlamp%3Abefore%7Bcontent%3A%22%5Ce223%22%7D%2Eglyphicon%2Dduplicate%3Abefore%7Bcontent%3A%22%5Ce224%22%7D%2Eglyphicon%2Dpiggy%2Dbank%3Abefore%7Bcontent%3A%22%5Ce225%22%7D%2Eglyphicon%2Dscissors%3Abefore%7Bcontent%3A%22%5Ce226%22%7D%2Eglyphicon%2Dbitcoin%3Abefore%7Bcontent%3A%22%5Ce227%22%7D%2Eglyphicon%2Dbtc%3Abefore%7Bcontent%3A%22%5Ce227%22%7D%2Eglyphicon%2Dxbt%3Abefore%7Bcontent%3A%22%5Ce227%22%7D%2Eglyphicon%2Dyen%3Abefore%7Bcontent%3A%22%5C00a5%22%7D%2Eglyphicon%2Djpy%3Abefore%7Bcontent%3A%22%5C00a5%22%7D%2Eglyphicon%2Druble%3Abefore%7Bcontent%3A%22%5C20bd%22%7D%2Eglyphicon%2Drub%3Abefore%7Bcontent%3A%22%5C20bd%22%7D%2Eglyphicon%2Dscale%3Abefore%7Bcontent%3A%22%5Ce230%22%7D%2Eglyphicon%2Dice%2Dlolly%3Abefore%7Bcontent%3A%22%5Ce231%22%7D%2Eglyphicon%2Dice%2Dlolly%2Dtasted%3Abefore%7Bcontent%3A%22%5Ce232%22%7D%2Eglyphicon%2Deducation%3Abefore%7Bcontent%3A%22%5Ce233%22%7D%2Eglyphicon%2Doption%2Dhorizontal%3Abefore%7Bcontent%3A%22%5Ce234%22%7D%2Eglyphicon%2Doption%2Dvertical%3Abefore%7Bcontent%3A%22%5Ce235%22%7D%2Eglyphicon%2Dmenu%2Dhamburger%3Abefore%7Bcontent%3A%22%5Ce236%22%7D%2Eglyphicon%2Dmodal%2Dwindow%3Abefore%7Bcontent%3A%22%5Ce237%22%7D%2Eglyphicon%2Doil%3Abefore%7Bcontent%3A%22%5Ce238%22%7D%2Eglyphicon%2Dgrain%3Abefore%7Bcontent%3A%22%5Ce239%22%7D%2Eglyphicon%2Dsunglasses%3Abefore%7Bcontent%3A%22%5Ce240%22%7D%2Eglyphicon%2Dtext%2Dsize%3Abefore%7Bcontent%3A%22%5Ce241%22%7D%2Eglyphicon%2Dtext%2Dcolor%3Abefore%7Bcontent%3A%22%5Ce242%22%7D%2Eglyphicon%2Dtext%2Dbackground%3Abefore%7Bcontent%3A%22%5Ce243%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dtop%3Abefore%7Bcontent%3A%22%5Ce244%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dbottom%3Abefore%7Bcontent%3A%22%5Ce245%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dhorizontal%3Abefore%7Bcontent%3A%22%5Ce246%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dleft%3Abefore%7Bcontent%3A%22%5Ce247%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dvertical%3Abefore%7Bcontent%3A%22%5Ce248%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dright%3Abefore%7Bcontent%3A%22%5Ce249%22%7D%2Eglyphicon%2Dtriangle%2Dright%3Abefore%7Bcontent%3A%22%5Ce250%22%7D%2Eglyphicon%2Dtriangle%2Dleft%3Abefore%7Bcontent%3A%22%5Ce251%22%7D%2Eglyphicon%2Dtriangle%2Dbottom%3Abefore%7Bcontent%3A%22%5Ce252%22%7D%2Eglyphicon%2Dtriangle%2Dtop%3Abefore%7Bcontent%3A%22%5Ce253%22%7D%2Eglyphicon%2Dconsole%3Abefore%7Bcontent%3A%22%5Ce254%22%7D%2Eglyphicon%2Dsuperscript%3Abefore%7Bcontent%3A%22%5Ce255%22%7D%2Eglyphicon%2Dsubscript%3Abefore%7Bcontent%3A%22%5Ce256%22%7D%2Eglyphicon%2Dmenu%2Dleft%3Abefore%7Bcontent%3A%22%5Ce257%22%7D%2Eglyphicon%2Dmenu%2Dright%3Abefore%7Bcontent%3A%22%5Ce258%22%7D%2Eglyphicon%2Dmenu%2Ddown%3Abefore%7Bcontent%3A%22%5Ce259%22%7D%2Eglyphicon%2Dmenu%2Dup%3Abefore%7Bcontent%3A%22%5Ce260%22%7D%2A%7B%2Dwebkit%2Dbox%2Dsizing%3Aborder%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Aborder%2Dbox%3Bbox%2Dsizing%3Aborder%2Dbox%7D%3Aafter%2C%3Abefore%7B%2Dwebkit%2Dbox%2Dsizing%3Aborder%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Aborder%2Dbox%3Bbox%2Dsizing%3Aborder%2Dbox%7Dhtml%7Bfont%2Dsize%3A10px%3B%2Dwebkit%2Dtap%2Dhighlight%2Dcolor%3Argba%280%2C0%2C0%2C0%29%7Dbody%7Bfont%2Dfamily%3A%22Helvetica%20Neue%22%2CHelvetica%2CArial%2Csans%2Dserif%3Bfont%2Dsize%3A14px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23fff%7Dbutton%2Cinput%2Cselect%2Ctextarea%7Bfont%2Dfamily%3Ainherit%3Bfont%2Dsize%3Ainherit%3Bline%2Dheight%3Ainherit%7Da%7Bcolor%3A%23337ab7%3Btext%2Ddecoration%3Anone%7Da%3Afocus%2Ca%3Ahover%7Bcolor%3A%2323527c%3Btext%2Ddecoration%3Aunderline%7Da%3Afocus%7Boutline%3Athin%20dotted%3Boutline%3A5px%20auto%20%2Dwebkit%2Dfocus%2Dring%2Dcolor%3Boutline%2Doffset%3A%2D2px%7Dfigure%7Bmargin%3A0%7Dimg%7Bvertical%2Dalign%3Amiddle%7D%2Ecarousel%2Dinner%3E%2Eitem%3Ea%3Eimg%2C%2Ecarousel%2Dinner%3E%2Eitem%3Eimg%2C%2Eimg%2Dresponsive%2C%2Ethumbnail%20a%3Eimg%2C%2Ethumbnail%3Eimg%7Bdisplay%3Ablock%3Bmax%2Dwidth%3A100%25%3Bheight%3Aauto%7D%2Eimg%2Drounded%7Bborder%2Dradius%3A6px%7D%2Eimg%2Dthumbnail%7Bdisplay%3Ainline%2Dblock%3Bmax%2Dwidth%3A100%25%3Bheight%3Aauto%3Bpadding%3A4px%3Bline%2Dheight%3A1%2E42857143%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dtransition%3Aall%20%2E2s%20ease%2Din%2Dout%3B%2Do%2Dtransition%3Aall%20%2E2s%20ease%2Din%2Dout%3Btransition%3Aall%20%2E2s%20ease%2Din%2Dout%7D%2Eimg%2Dcircle%7Bborder%2Dradius%3A50%25%7Dhr%7Bmargin%2Dtop%3A20px%3Bmargin%2Dbottom%3A20px%3Bborder%3A0%3Bborder%2Dtop%3A1px%20solid%20%23eee%7D%2Esr%2Donly%7Bposition%3Aabsolute%3Bwidth%3A1px%3Bheight%3A1px%3Bpadding%3A0%3Bmargin%3A%2D1px%3Boverflow%3Ahidden%3Bclip%3Arect%280%2C0%2C0%2C0%29%3Bborder%3A0%7D%2Esr%2Donly%2Dfocusable%3Aactive%2C%2Esr%2Donly%2Dfocusable%3Afocus%7Bposition%3Astatic%3Bwidth%3Aauto%3Bheight%3Aauto%3Bmargin%3A0%3Boverflow%3Avisible%3Bclip%3Aauto%7D%5Brole%3Dbutton%5D%7Bcursor%3Apointer%7D%2Eh1%2C%2Eh2%2C%2Eh3%2C%2Eh4%2C%2Eh5%2C%2Eh6%2Ch1%2Ch2%2Ch3%2Ch4%2Ch5%2Ch6%7Bfont%2Dfamily%3Ainherit%3Bfont%2Dweight%3A500%3Bline%2Dheight%3A1%2E1%3Bcolor%3Ainherit%7D%2Eh1%20%2Esmall%2C%2Eh1%20small%2C%2Eh2%20%2Esmall%2C%2Eh2%20small%2C%2Eh3%20%2Esmall%2C%2Eh3%20small%2C%2Eh4%20%2Esmall%2C%2Eh4%20small%2C%2Eh5%20%2Esmall%2C%2Eh5%20small%2C%2Eh6%20%2Esmall%2C%2Eh6%20small%2Ch1%20%2Esmall%2Ch1%20small%2Ch2%20%2Esmall%2Ch2%20small%2Ch3%20%2Esmall%2Ch3%20small%2Ch4%20%2Esmall%2Ch4%20small%2Ch5%20%2Esmall%2Ch5%20small%2Ch6%20%2Esmall%2Ch6%20small%7Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%3Bcolor%3A%23777%7D%2Eh1%2C%2Eh2%2C%2Eh3%2Ch1%2Ch2%2Ch3%7Bmargin%2Dtop%3A20px%3Bmargin%2Dbottom%3A10px%7D%2Eh1%20%2Esmall%2C%2Eh1%20small%2C%2Eh2%20%2Esmall%2C%2Eh2%20small%2C%2Eh3%20%2Esmall%2C%2Eh3%20small%2Ch1%20%2Esmall%2Ch1%20small%2Ch2%20%2Esmall%2Ch2%20small%2Ch3%20%2Esmall%2Ch3%20small%7Bfont%2Dsize%3A65%25%7D%2Eh4%2C%2Eh5%2C%2Eh6%2Ch4%2Ch5%2Ch6%7Bmargin%2Dtop%3A10px%3Bmargin%2Dbottom%3A10px%7D%2Eh4%20%2Esmall%2C%2Eh4%20small%2C%2Eh5%20%2Esmall%2C%2Eh5%20small%2C%2Eh6%20%2Esmall%2C%2Eh6%20small%2Ch4%20%2Esmall%2Ch4%20small%2Ch5%20%2Esmall%2Ch5%20small%2Ch6%20%2Esmall%2Ch6%20small%7Bfont%2Dsize%3A75%25%7D%2Eh1%2Ch1%7Bfont%2Dsize%3A36px%7D%2Eh2%2Ch2%7Bfont%2Dsize%3A30px%7D%2Eh3%2Ch3%7Bfont%2Dsize%3A24px%7D%2Eh4%2Ch4%7Bfont%2Dsize%3A18px%7D%2Eh5%2Ch5%7Bfont%2Dsize%3A14px%7D%2Eh6%2Ch6%7Bfont%2Dsize%3A12px%7Dp%7Bmargin%3A0%200%2010px%7D%2Elead%7Bmargin%2Dbottom%3A20px%3Bfont%2Dsize%3A16px%3Bfont%2Dweight%3A300%3Bline%2Dheight%3A1%2E4%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Elead%7Bfont%2Dsize%3A21px%7D%7D%2Esmall%2Csmall%7Bfont%2Dsize%3A85%25%7D%2Emark%2Cmark%7Bpadding%3A%2E2em%3Bbackground%2Dcolor%3A%23fcf8e3%7D%2Etext%2Dleft%7Btext%2Dalign%3Aleft%7D%2Etext%2Dright%7Btext%2Dalign%3Aright%7D%2Etext%2Dcenter%7Btext%2Dalign%3Acenter%7D%2Etext%2Djustify%7Btext%2Dalign%3Ajustify%7D%2Etext%2Dnowrap%7Bwhite%2Dspace%3Anowrap%7D%2Etext%2Dlowercase%7Btext%2Dtransform%3Alowercase%7D%2Etext%2Duppercase%7Btext%2Dtransform%3Auppercase%7D%2Etext%2Dcapitalize%7Btext%2Dtransform%3Acapitalize%7D%2Etext%2Dmuted%7Bcolor%3A%23777%7D%2Etext%2Dprimary%7Bcolor%3A%23337ab7%7Da%2Etext%2Dprimary%3Afocus%2Ca%2Etext%2Dprimary%3Ahover%7Bcolor%3A%23286090%7D%2Etext%2Dsuccess%7Bcolor%3A%233c763d%7Da%2Etext%2Dsuccess%3Afocus%2Ca%2Etext%2Dsuccess%3Ahover%7Bcolor%3A%232b542c%7D%2Etext%2Dinfo%7Bcolor%3A%2331708f%7Da%2Etext%2Dinfo%3Afocus%2Ca%2Etext%2Dinfo%3Ahover%7Bcolor%3A%23245269%7D%2Etext%2Dwarning%7Bcolor%3A%238a6d3b%7Da%2Etext%2Dwarning%3Afocus%2Ca%2Etext%2Dwarning%3Ahover%7Bcolor%3A%2366512c%7D%2Etext%2Ddanger%7Bcolor%3A%23a94442%7Da%2Etext%2Ddanger%3Afocus%2Ca%2Etext%2Ddanger%3Ahover%7Bcolor%3A%23843534%7D%2Ebg%2Dprimary%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23337ab7%7Da%2Ebg%2Dprimary%3Afocus%2Ca%2Ebg%2Dprimary%3Ahover%7Bbackground%2Dcolor%3A%23286090%7D%2Ebg%2Dsuccess%7Bbackground%2Dcolor%3A%23dff0d8%7Da%2Ebg%2Dsuccess%3Afocus%2Ca%2Ebg%2Dsuccess%3Ahover%7Bbackground%2Dcolor%3A%23c1e2b3%7D%2Ebg%2Dinfo%7Bbackground%2Dcolor%3A%23d9edf7%7Da%2Ebg%2Dinfo%3Afocus%2Ca%2Ebg%2Dinfo%3Ahover%7Bbackground%2Dcolor%3A%23afd9ee%7D%2Ebg%2Dwarning%7Bbackground%2Dcolor%3A%23fcf8e3%7Da%2Ebg%2Dwarning%3Afocus%2Ca%2Ebg%2Dwarning%3Ahover%7Bbackground%2Dcolor%3A%23f7ecb5%7D%2Ebg%2Ddanger%7Bbackground%2Dcolor%3A%23f2dede%7Da%2Ebg%2Ddanger%3Afocus%2Ca%2Ebg%2Ddanger%3Ahover%7Bbackground%2Dcolor%3A%23e4b9b9%7D%2Epage%2Dheader%7Bpadding%2Dbottom%3A9px%3Bmargin%3A40px%200%2020px%3Bborder%2Dbottom%3A1px%20solid%20%23eee%7Dol%2Cul%7Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A10px%7Dol%20ol%2Col%20ul%2Cul%20ol%2Cul%20ul%7Bmargin%2Dbottom%3A0%7D%2Elist%2Dunstyled%7Bpadding%2Dleft%3A0%3Blist%2Dstyle%3Anone%7D%2Elist%2Dinline%7Bpadding%2Dleft%3A0%3Bmargin%2Dleft%3A%2D5px%3Blist%2Dstyle%3Anone%7D%2Elist%2Dinline%3Eli%7Bdisplay%3Ainline%2Dblock%3Bpadding%2Dright%3A5px%3Bpadding%2Dleft%3A5px%7Ddl%7Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A20px%7Ddd%2Cdt%7Bline%2Dheight%3A1%2E42857143%7Ddt%7Bfont%2Dweight%3A700%7Ddd%7Bmargin%2Dleft%3A0%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Edl%2Dhorizontal%20dt%7Bfloat%3Aleft%3Bwidth%3A160px%3Boverflow%3Ahidden%3Bclear%3Aleft%3Btext%2Dalign%3Aright%3Btext%2Doverflow%3Aellipsis%3Bwhite%2Dspace%3Anowrap%7D%2Edl%2Dhorizontal%20dd%7Bmargin%2Dleft%3A180px%7D%7Dabbr%5Bdata%2Doriginal%2Dtitle%5D%2Cabbr%5Btitle%5D%7Bcursor%3Ahelp%3Bborder%2Dbottom%3A1px%20dotted%20%23777%7D%2Einitialism%7Bfont%2Dsize%3A90%25%3Btext%2Dtransform%3Auppercase%7Dblockquote%7Bpadding%3A10px%2020px%3Bmargin%3A0%200%2020px%3Bfont%2Dsize%3A17%2E5px%3Bborder%2Dleft%3A5px%20solid%20%23eee%7Dblockquote%20ol%3Alast%2Dchild%2Cblockquote%20p%3Alast%2Dchild%2Cblockquote%20ul%3Alast%2Dchild%7Bmargin%2Dbottom%3A0%7Dblockquote%20%2Esmall%2Cblockquote%20footer%2Cblockquote%20small%7Bdisplay%3Ablock%3Bfont%2Dsize%3A80%25%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23777%7Dblockquote%20%2Esmall%3Abefore%2Cblockquote%20footer%3Abefore%2Cblockquote%20small%3Abefore%7Bcontent%3A%27%5C2014%20%5C00A0%27%7D%2Eblockquote%2Dreverse%2Cblockquote%2Epull%2Dright%7Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A0%3Btext%2Dalign%3Aright%3Bborder%2Dright%3A5px%20solid%20%23eee%3Bborder%2Dleft%3A0%7D%2Eblockquote%2Dreverse%20%2Esmall%3Abefore%2C%2Eblockquote%2Dreverse%20footer%3Abefore%2C%2Eblockquote%2Dreverse%20small%3Abefore%2Cblockquote%2Epull%2Dright%20%2Esmall%3Abefore%2Cblockquote%2Epull%2Dright%20footer%3Abefore%2Cblockquote%2Epull%2Dright%20small%3Abefore%7Bcontent%3A%27%27%7D%2Eblockquote%2Dreverse%20%2Esmall%3Aafter%2C%2Eblockquote%2Dreverse%20footer%3Aafter%2C%2Eblockquote%2Dreverse%20small%3Aafter%2Cblockquote%2Epull%2Dright%20%2Esmall%3Aafter%2Cblockquote%2Epull%2Dright%20footer%3Aafter%2Cblockquote%2Epull%2Dright%20small%3Aafter%7Bcontent%3A%27%5C00A0%20%5C2014%27%7Daddress%7Bmargin%2Dbottom%3A20px%3Bfont%2Dstyle%3Anormal%3Bline%2Dheight%3A1%2E42857143%7Dcode%2Ckbd%2Cpre%2Csamp%7Bfont%2Dfamily%3Amonospace%7Dcode%7Bpadding%3A2px%204px%3Bfont%2Dsize%3A90%25%3Bcolor%3A%23c7254e%3Bbackground%2Dcolor%3A%23f9f2f4%3Bborder%2Dradius%3A4px%7Dkbd%7Bpadding%3A2px%204px%3Bfont%2Dsize%3A90%25%3Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23333%3Bborder%2Dradius%3A3px%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%20%2D1px%200%20rgba%280%2C0%2C0%2C%2E25%29%3Bbox%2Dshadow%3Ainset%200%20%2D1px%200%20rgba%280%2C0%2C0%2C%2E25%29%7Dkbd%20kbd%7Bpadding%3A0%3Bfont%2Dsize%3A100%25%3Bfont%2Dweight%3A700%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7Dpre%7Bdisplay%3Ablock%3Bpadding%3A9%2E5px%3Bmargin%3A0%200%2010px%3Bfont%2Dsize%3A13px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23333%3Bword%2Dbreak%3Abreak%2Dall%3Bword%2Dwrap%3Abreak%2Dword%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%3A1px%20solid%20%23ccc%3Bborder%2Dradius%3A4px%7Dpre%20code%7Bpadding%3A0%3Bfont%2Dsize%3Ainherit%3Bcolor%3Ainherit%3Bwhite%2Dspace%3Apre%2Dwrap%3Bbackground%2Dcolor%3Atransparent%3Bborder%2Dradius%3A0%7D%2Epre%2Dscrollable%7Bmax%2Dheight%3A340px%3Boverflow%2Dy%3Ascroll%7D%2Econtainer%7Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A15px%3Bmargin%2Dright%3Aauto%3Bmargin%2Dleft%3Aauto%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Econtainer%7Bwidth%3A750px%7D%7D%40media%20%28min%2Dwidth%3A992px%29%7B%2Econtainer%7Bwidth%3A970px%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Econtainer%7Bwidth%3A1170px%7D%7D%2Econtainer%2Dfluid%7Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A15px%3Bmargin%2Dright%3Aauto%3Bmargin%2Dleft%3Aauto%7D%2Erow%7Bmargin%2Dright%3A%2D15px%3Bmargin%2Dleft%3A%2D15px%7D%2Ecol%2Dlg%2D1%2C%2Ecol%2Dlg%2D10%2C%2Ecol%2Dlg%2D11%2C%2Ecol%2Dlg%2D12%2C%2Ecol%2Dlg%2D2%2C%2Ecol%2Dlg%2D3%2C%2Ecol%2Dlg%2D4%2C%2Ecol%2Dlg%2D5%2C%2Ecol%2Dlg%2D6%2C%2Ecol%2Dlg%2D7%2C%2Ecol%2Dlg%2D8%2C%2Ecol%2Dlg%2D9%2C%2Ecol%2Dmd%2D1%2C%2Ecol%2Dmd%2D10%2C%2Ecol%2Dmd%2D11%2C%2Ecol%2Dmd%2D12%2C%2Ecol%2Dmd%2D2%2C%2Ecol%2Dmd%2D3%2C%2Ecol%2Dmd%2D4%2C%2Ecol%2Dmd%2D5%2C%2Ecol%2Dmd%2D6%2C%2Ecol%2Dmd%2D7%2C%2Ecol%2Dmd%2D8%2C%2Ecol%2Dmd%2D9%2C%2Ecol%2Dsm%2D1%2C%2Ecol%2Dsm%2D10%2C%2Ecol%2Dsm%2D11%2C%2Ecol%2Dsm%2D12%2C%2Ecol%2Dsm%2D2%2C%2Ecol%2Dsm%2D3%2C%2Ecol%2Dsm%2D4%2C%2Ecol%2Dsm%2D5%2C%2Ecol%2Dsm%2D6%2C%2Ecol%2Dsm%2D7%2C%2Ecol%2Dsm%2D8%2C%2Ecol%2Dsm%2D9%2C%2Ecol%2Dxs%2D1%2C%2Ecol%2Dxs%2D10%2C%2Ecol%2Dxs%2D11%2C%2Ecol%2Dxs%2D12%2C%2Ecol%2Dxs%2D2%2C%2Ecol%2Dxs%2D3%2C%2Ecol%2Dxs%2D4%2C%2Ecol%2Dxs%2D5%2C%2Ecol%2Dxs%2D6%2C%2Ecol%2Dxs%2D7%2C%2Ecol%2Dxs%2D8%2C%2Ecol%2Dxs%2D9%7Bposition%3Arelative%3Bmin%2Dheight%3A1px%3Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A15px%7D%2Ecol%2Dxs%2D1%2C%2Ecol%2Dxs%2D10%2C%2Ecol%2Dxs%2D11%2C%2Ecol%2Dxs%2D12%2C%2Ecol%2Dxs%2D2%2C%2Ecol%2Dxs%2D3%2C%2Ecol%2Dxs%2D4%2C%2Ecol%2Dxs%2D5%2C%2Ecol%2Dxs%2D6%2C%2Ecol%2Dxs%2D7%2C%2Ecol%2Dxs%2D8%2C%2Ecol%2Dxs%2D9%7Bfloat%3Aleft%7D%2Ecol%2Dxs%2D12%7Bwidth%3A100%25%7D%2Ecol%2Dxs%2D11%7Bwidth%3A91%2E66666667%25%7D%2Ecol%2Dxs%2D10%7Bwidth%3A83%2E33333333%25%7D%2Ecol%2Dxs%2D9%7Bwidth%3A75%25%7D%2Ecol%2Dxs%2D8%7Bwidth%3A66%2E66666667%25%7D%2Ecol%2Dxs%2D7%7Bwidth%3A58%2E33333333%25%7D%2Ecol%2Dxs%2D6%7Bwidth%3A50%25%7D%2Ecol%2Dxs%2D5%7Bwidth%3A41%2E66666667%25%7D%2Ecol%2Dxs%2D4%7Bwidth%3A33%2E33333333%25%7D%2Ecol%2Dxs%2D3%7Bwidth%3A25%25%7D%2Ecol%2Dxs%2D2%7Bwidth%3A16%2E66666667%25%7D%2Ecol%2Dxs%2D1%7Bwidth%3A8%2E33333333%25%7D%2Ecol%2Dxs%2Dpull%2D12%7Bright%3A100%25%7D%2Ecol%2Dxs%2Dpull%2D11%7Bright%3A91%2E66666667%25%7D%2Ecol%2Dxs%2Dpull%2D10%7Bright%3A83%2E33333333%25%7D%2Ecol%2Dxs%2Dpull%2D9%7Bright%3A75%25%7D%2Ecol%2Dxs%2Dpull%2D8%7Bright%3A66%2E66666667%25%7D%2Ecol%2Dxs%2Dpull%2D7%7Bright%3A58%2E33333333%25%7D%2Ecol%2Dxs%2Dpull%2D6%7Bright%3A50%25%7D%2Ecol%2Dxs%2Dpull%2D5%7Bright%3A41%2E66666667%25%7D%2Ecol%2Dxs%2Dpull%2D4%7Bright%3A33%2E33333333%25%7D%2Ecol%2Dxs%2Dpull%2D3%7Bright%3A25%25%7D%2Ecol%2Dxs%2Dpull%2D2%7Bright%3A16%2E66666667%25%7D%2Ecol%2Dxs%2Dpull%2D1%7Bright%3A8%2E33333333%25%7D%2Ecol%2Dxs%2Dpull%2D0%7Bright%3Aauto%7D%2Ecol%2Dxs%2Dpush%2D12%7Bleft%3A100%25%7D%2Ecol%2Dxs%2Dpush%2D11%7Bleft%3A91%2E66666667%25%7D%2Ecol%2Dxs%2Dpush%2D10%7Bleft%3A83%2E33333333%25%7D%2Ecol%2Dxs%2Dpush%2D9%7Bleft%3A75%25%7D%2Ecol%2Dxs%2Dpush%2D8%7Bleft%3A66%2E66666667%25%7D%2Ecol%2Dxs%2Dpush%2D7%7Bleft%3A58%2E33333333%25%7D%2Ecol%2Dxs%2Dpush%2D6%7Bleft%3A50%25%7D%2Ecol%2Dxs%2Dpush%2D5%7Bleft%3A41%2E66666667%25%7D%2Ecol%2Dxs%2Dpush%2D4%7Bleft%3A33%2E33333333%25%7D%2Ecol%2Dxs%2Dpush%2D3%7Bleft%3A25%25%7D%2Ecol%2Dxs%2Dpush%2D2%7Bleft%3A16%2E66666667%25%7D%2Ecol%2Dxs%2Dpush%2D1%7Bleft%3A8%2E33333333%25%7D%2Ecol%2Dxs%2Dpush%2D0%7Bleft%3Aauto%7D%2Ecol%2Dxs%2Doffset%2D12%7Bmargin%2Dleft%3A100%25%7D%2Ecol%2Dxs%2Doffset%2D11%7Bmargin%2Dleft%3A91%2E66666667%25%7D%2Ecol%2Dxs%2Doffset%2D10%7Bmargin%2Dleft%3A83%2E33333333%25%7D%2Ecol%2Dxs%2Doffset%2D9%7Bmargin%2Dleft%3A75%25%7D%2Ecol%2Dxs%2Doffset%2D8%7Bmargin%2Dleft%3A66%2E66666667%25%7D%2Ecol%2Dxs%2Doffset%2D7%7Bmargin%2Dleft%3A58%2E33333333%25%7D%2Ecol%2Dxs%2Doffset%2D6%7Bmargin%2Dleft%3A50%25%7D%2Ecol%2Dxs%2Doffset%2D5%7Bmargin%2Dleft%3A41%2E66666667%25%7D%2Ecol%2Dxs%2Doffset%2D4%7Bmargin%2Dleft%3A33%2E33333333%25%7D%2Ecol%2Dxs%2Doffset%2D3%7Bmargin%2Dleft%3A25%25%7D%2Ecol%2Dxs%2Doffset%2D2%7Bmargin%2Dleft%3A16%2E66666667%25%7D%2Ecol%2Dxs%2Doffset%2D1%7Bmargin%2Dleft%3A8%2E33333333%25%7D%2Ecol%2Dxs%2Doffset%2D0%7Bmargin%2Dleft%3A0%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Ecol%2Dsm%2D1%2C%2Ecol%2Dsm%2D10%2C%2Ecol%2Dsm%2D11%2C%2Ecol%2Dsm%2D12%2C%2Ecol%2Dsm%2D2%2C%2Ecol%2Dsm%2D3%2C%2Ecol%2Dsm%2D4%2C%2Ecol%2Dsm%2D5%2C%2Ecol%2Dsm%2D6%2C%2Ecol%2Dsm%2D7%2C%2Ecol%2Dsm%2D8%2C%2Ecol%2Dsm%2D9%7Bfloat%3Aleft%7D%2Ecol%2Dsm%2D12%7Bwidth%3A100%25%7D%2Ecol%2Dsm%2D11%7Bwidth%3A91%2E66666667%25%7D%2Ecol%2Dsm%2D10%7Bwidth%3A83%2E33333333%25%7D%2Ecol%2Dsm%2D9%7Bwidth%3A75%25%7D%2Ecol%2Dsm%2D8%7Bwidth%3A66%2E66666667%25%7D%2Ecol%2Dsm%2D7%7Bwidth%3A58%2E33333333%25%7D%2Ecol%2Dsm%2D6%7Bwidth%3A50%25%7D%2Ecol%2Dsm%2D5%7Bwidth%3A41%2E66666667%25%7D%2Ecol%2Dsm%2D4%7Bwidth%3A33%2E33333333%25%7D%2Ecol%2Dsm%2D3%7Bwidth%3A25%25%7D%2Ecol%2Dsm%2D2%7Bwidth%3A16%2E66666667%25%7D%2Ecol%2Dsm%2D1%7Bwidth%3A8%2E33333333%25%7D%2Ecol%2Dsm%2Dpull%2D12%7Bright%3A100%25%7D%2Ecol%2Dsm%2Dpull%2D11%7Bright%3A91%2E66666667%25%7D%2Ecol%2Dsm%2Dpull%2D10%7Bright%3A83%2E33333333%25%7D%2Ecol%2Dsm%2Dpull%2D9%7Bright%3A75%25%7D%2Ecol%2Dsm%2Dpull%2D8%7Bright%3A66%2E66666667%25%7D%2Ecol%2Dsm%2Dpull%2D7%7Bright%3A58%2E33333333%25%7D%2Ecol%2Dsm%2Dpull%2D6%7Bright%3A50%25%7D%2Ecol%2Dsm%2Dpull%2D5%7Bright%3A41%2E66666667%25%7D%2Ecol%2Dsm%2Dpull%2D4%7Bright%3A33%2E33333333%25%7D%2Ecol%2Dsm%2Dpull%2D3%7Bright%3A25%25%7D%2Ecol%2Dsm%2Dpull%2D2%7Bright%3A16%2E66666667%25%7D%2Ecol%2Dsm%2Dpull%2D1%7Bright%3A8%2E33333333%25%7D%2Ecol%2Dsm%2Dpull%2D0%7Bright%3Aauto%7D%2Ecol%2Dsm%2Dpush%2D12%7Bleft%3A100%25%7D%2Ecol%2Dsm%2Dpush%2D11%7Bleft%3A91%2E66666667%25%7D%2Ecol%2Dsm%2Dpush%2D10%7Bleft%3A83%2E33333333%25%7D%2Ecol%2Dsm%2Dpush%2D9%7Bleft%3A75%25%7D%2Ecol%2Dsm%2Dpush%2D8%7Bleft%3A66%2E66666667%25%7D%2Ecol%2Dsm%2Dpush%2D7%7Bleft%3A58%2E33333333%25%7D%2Ecol%2Dsm%2Dpush%2D6%7Bleft%3A50%25%7D%2Ecol%2Dsm%2Dpush%2D5%7Bleft%3A41%2E66666667%25%7D%2Ecol%2Dsm%2Dpush%2D4%7Bleft%3A33%2E33333333%25%7D%2Ecol%2Dsm%2Dpush%2D3%7Bleft%3A25%25%7D%2Ecol%2Dsm%2Dpush%2D2%7Bleft%3A16%2E66666667%25%7D%2Ecol%2Dsm%2Dpush%2D1%7Bleft%3A8%2E33333333%25%7D%2Ecol%2Dsm%2Dpush%2D0%7Bleft%3Aauto%7D%2Ecol%2Dsm%2Doffset%2D12%7Bmargin%2Dleft%3A100%25%7D%2Ecol%2Dsm%2Doffset%2D11%7Bmargin%2Dleft%3A91%2E66666667%25%7D%2Ecol%2Dsm%2Doffset%2D10%7Bmargin%2Dleft%3A83%2E33333333%25%7D%2Ecol%2Dsm%2Doffset%2D9%7Bmargin%2Dleft%3A75%25%7D%2Ecol%2Dsm%2Doffset%2D8%7Bmargin%2Dleft%3A66%2E66666667%25%7D%2Ecol%2Dsm%2Doffset%2D7%7Bmargin%2Dleft%3A58%2E33333333%25%7D%2Ecol%2Dsm%2Doffset%2D6%7Bmargin%2Dleft%3A50%25%7D%2Ecol%2Dsm%2Doffset%2D5%7Bmargin%2Dleft%3A41%2E66666667%25%7D%2Ecol%2Dsm%2Doffset%2D4%7Bmargin%2Dleft%3A33%2E33333333%25%7D%2Ecol%2Dsm%2Doffset%2D3%7Bmargin%2Dleft%3A25%25%7D%2Ecol%2Dsm%2Doffset%2D2%7Bmargin%2Dleft%3A16%2E66666667%25%7D%2Ecol%2Dsm%2Doffset%2D1%7Bmargin%2Dleft%3A8%2E33333333%25%7D%2Ecol%2Dsm%2Doffset%2D0%7Bmargin%2Dleft%3A0%7D%7D%40media%20%28min%2Dwidth%3A992px%29%7B%2Ecol%2Dmd%2D1%2C%2Ecol%2Dmd%2D10%2C%2Ecol%2Dmd%2D11%2C%2Ecol%2Dmd%2D12%2C%2Ecol%2Dmd%2D2%2C%2Ecol%2Dmd%2D3%2C%2Ecol%2Dmd%2D4%2C%2Ecol%2Dmd%2D5%2C%2Ecol%2Dmd%2D6%2C%2Ecol%2Dmd%2D7%2C%2Ecol%2Dmd%2D8%2C%2Ecol%2Dmd%2D9%7Bfloat%3Aleft%7D%2Ecol%2Dmd%2D12%7Bwidth%3A100%25%7D%2Ecol%2Dmd%2D11%7Bwidth%3A91%2E66666667%25%7D%2Ecol%2Dmd%2D10%7Bwidth%3A83%2E33333333%25%7D%2Ecol%2Dmd%2D9%7Bwidth%3A75%25%7D%2Ecol%2Dmd%2D8%7Bwidth%3A66%2E66666667%25%7D%2Ecol%2Dmd%2D7%7Bwidth%3A58%2E33333333%25%7D%2Ecol%2Dmd%2D6%7Bwidth%3A50%25%7D%2Ecol%2Dmd%2D5%7Bwidth%3A41%2E66666667%25%7D%2Ecol%2Dmd%2D4%7Bwidth%3A33%2E33333333%25%7D%2Ecol%2Dmd%2D3%7Bwidth%3A25%25%7D%2Ecol%2Dmd%2D2%7Bwidth%3A16%2E66666667%25%7D%2Ecol%2Dmd%2D1%7Bwidth%3A8%2E33333333%25%7D%2Ecol%2Dmd%2Dpull%2D12%7Bright%3A100%25%7D%2Ecol%2Dmd%2Dpull%2D11%7Bright%3A91%2E66666667%25%7D%2Ecol%2Dmd%2Dpull%2D10%7Bright%3A83%2E33333333%25%7D%2Ecol%2Dmd%2Dpull%2D9%7Bright%3A75%25%7D%2Ecol%2Dmd%2Dpull%2D8%7Bright%3A66%2E66666667%25%7D%2Ecol%2Dmd%2Dpull%2D7%7Bright%3A58%2E33333333%25%7D%2Ecol%2Dmd%2Dpull%2D6%7Bright%3A50%25%7D%2Ecol%2Dmd%2Dpull%2D5%7Bright%3A41%2E66666667%25%7D%2Ecol%2Dmd%2Dpull%2D4%7Bright%3A33%2E33333333%25%7D%2Ecol%2Dmd%2Dpull%2D3%7Bright%3A25%25%7D%2Ecol%2Dmd%2Dpull%2D2%7Bright%3A16%2E66666667%25%7D%2Ecol%2Dmd%2Dpull%2D1%7Bright%3A8%2E33333333%25%7D%2Ecol%2Dmd%2Dpull%2D0%7Bright%3Aauto%7D%2Ecol%2Dmd%2Dpush%2D12%7Bleft%3A100%25%7D%2Ecol%2Dmd%2Dpush%2D11%7Bleft%3A91%2E66666667%25%7D%2Ecol%2Dmd%2Dpush%2D10%7Bleft%3A83%2E33333333%25%7D%2Ecol%2Dmd%2Dpush%2D9%7Bleft%3A75%25%7D%2Ecol%2Dmd%2Dpush%2D8%7Bleft%3A66%2E66666667%25%7D%2Ecol%2Dmd%2Dpush%2D7%7Bleft%3A58%2E33333333%25%7D%2Ecol%2Dmd%2Dpush%2D6%7Bleft%3A50%25%7D%2Ecol%2Dmd%2Dpush%2D5%7Bleft%3A41%2E66666667%25%7D%2Ecol%2Dmd%2Dpush%2D4%7Bleft%3A33%2E33333333%25%7D%2Ecol%2Dmd%2Dpush%2D3%7Bleft%3A25%25%7D%2Ecol%2Dmd%2Dpush%2D2%7Bleft%3A16%2E66666667%25%7D%2Ecol%2Dmd%2Dpush%2D1%7Bleft%3A8%2E33333333%25%7D%2Ecol%2Dmd%2Dpush%2D0%7Bleft%3Aauto%7D%2Ecol%2Dmd%2Doffset%2D12%7Bmargin%2Dleft%3A100%25%7D%2Ecol%2Dmd%2Doffset%2D11%7Bmargin%2Dleft%3A91%2E66666667%25%7D%2Ecol%2Dmd%2Doffset%2D10%7Bmargin%2Dleft%3A83%2E33333333%25%7D%2Ecol%2Dmd%2Doffset%2D9%7Bmargin%2Dleft%3A75%25%7D%2Ecol%2Dmd%2Doffset%2D8%7Bmargin%2Dleft%3A66%2E66666667%25%7D%2Ecol%2Dmd%2Doffset%2D7%7Bmargin%2Dleft%3A58%2E33333333%25%7D%2Ecol%2Dmd%2Doffset%2D6%7Bmargin%2Dleft%3A50%25%7D%2Ecol%2Dmd%2Doffset%2D5%7Bmargin%2Dleft%3A41%2E66666667%25%7D%2Ecol%2Dmd%2Doffset%2D4%7Bmargin%2Dleft%3A33%2E33333333%25%7D%2Ecol%2Dmd%2Doffset%2D3%7Bmargin%2Dleft%3A25%25%7D%2Ecol%2Dmd%2Doffset%2D2%7Bmargin%2Dleft%3A16%2E66666667%25%7D%2Ecol%2Dmd%2Doffset%2D1%7Bmargin%2Dleft%3A8%2E33333333%25%7D%2Ecol%2Dmd%2Doffset%2D0%7Bmargin%2Dleft%3A0%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Ecol%2Dlg%2D1%2C%2Ecol%2Dlg%2D10%2C%2Ecol%2Dlg%2D11%2C%2Ecol%2Dlg%2D12%2C%2Ecol%2Dlg%2D2%2C%2Ecol%2Dlg%2D3%2C%2Ecol%2Dlg%2D4%2C%2Ecol%2Dlg%2D5%2C%2Ecol%2Dlg%2D6%2C%2Ecol%2Dlg%2D7%2C%2Ecol%2Dlg%2D8%2C%2Ecol%2Dlg%2D9%7Bfloat%3Aleft%7D%2Ecol%2Dlg%2D12%7Bwidth%3A100%25%7D%2Ecol%2Dlg%2D11%7Bwidth%3A91%2E66666667%25%7D%2Ecol%2Dlg%2D10%7Bwidth%3A83%2E33333333%25%7D%2Ecol%2Dlg%2D9%7Bwidth%3A75%25%7D%2Ecol%2Dlg%2D8%7Bwidth%3A66%2E66666667%25%7D%2Ecol%2Dlg%2D7%7Bwidth%3A58%2E33333333%25%7D%2Ecol%2Dlg%2D6%7Bwidth%3A50%25%7D%2Ecol%2Dlg%2D5%7Bwidth%3A41%2E66666667%25%7D%2Ecol%2Dlg%2D4%7Bwidth%3A33%2E33333333%25%7D%2Ecol%2Dlg%2D3%7Bwidth%3A25%25%7D%2Ecol%2Dlg%2D2%7Bwidth%3A16%2E66666667%25%7D%2Ecol%2Dlg%2D1%7Bwidth%3A8%2E33333333%25%7D%2Ecol%2Dlg%2Dpull%2D12%7Bright%3A100%25%7D%2Ecol%2Dlg%2Dpull%2D11%7Bright%3A91%2E66666667%25%7D%2Ecol%2Dlg%2Dpull%2D10%7Bright%3A83%2E33333333%25%7D%2Ecol%2Dlg%2Dpull%2D9%7Bright%3A75%25%7D%2Ecol%2Dlg%2Dpull%2D8%7Bright%3A66%2E66666667%25%7D%2Ecol%2Dlg%2Dpull%2D7%7Bright%3A58%2E33333333%25%7D%2Ecol%2Dlg%2Dpull%2D6%7Bright%3A50%25%7D%2Ecol%2Dlg%2Dpull%2D5%7Bright%3A41%2E66666667%25%7D%2Ecol%2Dlg%2Dpull%2D4%7Bright%3A33%2E33333333%25%7D%2Ecol%2Dlg%2Dpull%2D3%7Bright%3A25%25%7D%2Ecol%2Dlg%2Dpull%2D2%7Bright%3A16%2E66666667%25%7D%2Ecol%2Dlg%2Dpull%2D1%7Bright%3A8%2E33333333%25%7D%2Ecol%2Dlg%2Dpull%2D0%7Bright%3Aauto%7D%2Ecol%2Dlg%2Dpush%2D12%7Bleft%3A100%25%7D%2Ecol%2Dlg%2Dpush%2D11%7Bleft%3A91%2E66666667%25%7D%2Ecol%2Dlg%2Dpush%2D10%7Bleft%3A83%2E33333333%25%7D%2Ecol%2Dlg%2Dpush%2D9%7Bleft%3A75%25%7D%2Ecol%2Dlg%2Dpush%2D8%7Bleft%3A66%2E66666667%25%7D%2Ecol%2Dlg%2Dpush%2D7%7Bleft%3A58%2E33333333%25%7D%2Ecol%2Dlg%2Dpush%2D6%7Bleft%3A50%25%7D%2Ecol%2Dlg%2Dpush%2D5%7Bleft%3A41%2E66666667%25%7D%2Ecol%2Dlg%2Dpush%2D4%7Bleft%3A33%2E33333333%25%7D%2Ecol%2Dlg%2Dpush%2D3%7Bleft%3A25%25%7D%2Ecol%2Dlg%2Dpush%2D2%7Bleft%3A16%2E66666667%25%7D%2Ecol%2Dlg%2Dpush%2D1%7Bleft%3A8%2E33333333%25%7D%2Ecol%2Dlg%2Dpush%2D0%7Bleft%3Aauto%7D%2Ecol%2Dlg%2Doffset%2D12%7Bmargin%2Dleft%3A100%25%7D%2Ecol%2Dlg%2Doffset%2D11%7Bmargin%2Dleft%3A91%2E66666667%25%7D%2Ecol%2Dlg%2Doffset%2D10%7Bmargin%2Dleft%3A83%2E33333333%25%7D%2Ecol%2Dlg%2Doffset%2D9%7Bmargin%2Dleft%3A75%25%7D%2Ecol%2Dlg%2Doffset%2D8%7Bmargin%2Dleft%3A66%2E66666667%25%7D%2Ecol%2Dlg%2Doffset%2D7%7Bmargin%2Dleft%3A58%2E33333333%25%7D%2Ecol%2Dlg%2Doffset%2D6%7Bmargin%2Dleft%3A50%25%7D%2Ecol%2Dlg%2Doffset%2D5%7Bmargin%2Dleft%3A41%2E66666667%25%7D%2Ecol%2Dlg%2Doffset%2D4%7Bmargin%2Dleft%3A33%2E33333333%25%7D%2Ecol%2Dlg%2Doffset%2D3%7Bmargin%2Dleft%3A25%25%7D%2Ecol%2Dlg%2Doffset%2D2%7Bmargin%2Dleft%3A16%2E66666667%25%7D%2Ecol%2Dlg%2Doffset%2D1%7Bmargin%2Dleft%3A8%2E33333333%25%7D%2Ecol%2Dlg%2Doffset%2D0%7Bmargin%2Dleft%3A0%7D%7Dtable%7Bbackground%2Dcolor%3Atransparent%7Dcaption%7Bpadding%2Dtop%3A8px%3Bpadding%2Dbottom%3A8px%3Bcolor%3A%23777%3Btext%2Dalign%3Aleft%7Dth%7B%7D%2Etable%7Bwidth%3A100%25%3Bmax%2Dwidth%3A100%25%3Bmargin%2Dbottom%3A20px%7D%2Etable%3Etbody%3Etr%3Etd%2C%2Etable%3Etbody%3Etr%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2C%2Etable%3Etfoot%3Etr%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2C%2Etable%3Ethead%3Etr%3Eth%7Bpadding%3A8px%3Bline%2Dheight%3A1%2E42857143%3Bvertical%2Dalign%3Atop%3Bborder%2Dtop%3A1px%20solid%20%23ddd%7D%2Etable%3Ethead%3Etr%3Eth%7Bvertical%2Dalign%3Abottom%3Bborder%2Dbottom%3A2px%20solid%20%23ddd%7D%2Etable%3Ecaption%2Bthead%3Etr%3Afirst%2Dchild%3Etd%2C%2Etable%3Ecaption%2Bthead%3Etr%3Afirst%2Dchild%3Eth%2C%2Etable%3Ecolgroup%2Bthead%3Etr%3Afirst%2Dchild%3Etd%2C%2Etable%3Ecolgroup%2Bthead%3Etr%3Afirst%2Dchild%3Eth%2C%2Etable%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%3Etd%2C%2Etable%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%3Eth%7Bborder%2Dtop%3A0%7D%2Etable%3Etbody%2Btbody%7Bborder%2Dtop%3A2px%20solid%20%23ddd%7D%2Etable%20%2Etable%7Bbackground%2Dcolor%3A%23fff%7D%2Etable%2Dcondensed%3Etbody%3Etr%3Etd%2C%2Etable%2Dcondensed%3Etbody%3Etr%3Eth%2C%2Etable%2Dcondensed%3Etfoot%3Etr%3Etd%2C%2Etable%2Dcondensed%3Etfoot%3Etr%3Eth%2C%2Etable%2Dcondensed%3Ethead%3Etr%3Etd%2C%2Etable%2Dcondensed%3Ethead%3Etr%3Eth%7Bpadding%3A5px%7D%2Etable%2Dbordered%7Bborder%3A1px%20solid%20%23ddd%7D%2Etable%2Dbordered%3Etbody%3Etr%3Etd%2C%2Etable%2Dbordered%3Etbody%3Etr%3Eth%2C%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%2C%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%2C%2Etable%2Dbordered%3Ethead%3Etr%3Etd%2C%2Etable%2Dbordered%3Ethead%3Etr%3Eth%7Bborder%3A1px%20solid%20%23ddd%7D%2Etable%2Dbordered%3Ethead%3Etr%3Etd%2C%2Etable%2Dbordered%3Ethead%3Etr%3Eth%7Bborder%2Dbottom%2Dwidth%3A2px%7D%2Etable%2Dstriped%3Etbody%3Etr%3Anth%2Dof%2Dtype%28odd%29%7Bbackground%2Dcolor%3A%23f9f9f9%7D%2Etable%2Dhover%3Etbody%3Etr%3Ahover%7Bbackground%2Dcolor%3A%23f5f5f5%7Dtable%20col%5Bclass%2A%3Dcol%2D%5D%7Bposition%3Astatic%3Bdisplay%3Atable%2Dcolumn%3Bfloat%3Anone%7Dtable%20td%5Bclass%2A%3Dcol%2D%5D%2Ctable%20th%5Bclass%2A%3Dcol%2D%5D%7Bposition%3Astatic%3Bdisplay%3Atable%2Dcell%3Bfloat%3Anone%7D%2Etable%3Etbody%3Etr%2Eactive%3Etd%2C%2Etable%3Etbody%3Etr%2Eactive%3Eth%2C%2Etable%3Etbody%3Etr%3Etd%2Eactive%2C%2Etable%3Etbody%3Etr%3Eth%2Eactive%2C%2Etable%3Etfoot%3Etr%2Eactive%3Etd%2C%2Etable%3Etfoot%3Etr%2Eactive%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2Eactive%2C%2Etable%3Etfoot%3Etr%3Eth%2Eactive%2C%2Etable%3Ethead%3Etr%2Eactive%3Etd%2C%2Etable%3Ethead%3Etr%2Eactive%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2Eactive%2C%2Etable%3Ethead%3Etr%3Eth%2Eactive%7Bbackground%2Dcolor%3A%23f5f5f5%7D%2Etable%2Dhover%3Etbody%3Etr%2Eactive%3Ahover%3Etd%2C%2Etable%2Dhover%3Etbody%3Etr%2Eactive%3Ahover%3Eth%2C%2Etable%2Dhover%3Etbody%3Etr%3Ahover%3E%2Eactive%2C%2Etable%2Dhover%3Etbody%3Etr%3Etd%2Eactive%3Ahover%2C%2Etable%2Dhover%3Etbody%3Etr%3Eth%2Eactive%3Ahover%7Bbackground%2Dcolor%3A%23e8e8e8%7D%2Etable%3Etbody%3Etr%2Esuccess%3Etd%2C%2Etable%3Etbody%3Etr%2Esuccess%3Eth%2C%2Etable%3Etbody%3Etr%3Etd%2Esuccess%2C%2Etable%3Etbody%3Etr%3Eth%2Esuccess%2C%2Etable%3Etfoot%3Etr%2Esuccess%3Etd%2C%2Etable%3Etfoot%3Etr%2Esuccess%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2Esuccess%2C%2Etable%3Etfoot%3Etr%3Eth%2Esuccess%2C%2Etable%3Ethead%3Etr%2Esuccess%3Etd%2C%2Etable%3Ethead%3Etr%2Esuccess%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2Esuccess%2C%2Etable%3Ethead%3Etr%3Eth%2Esuccess%7Bbackground%2Dcolor%3A%23dff0d8%7D%2Etable%2Dhover%3Etbody%3Etr%2Esuccess%3Ahover%3Etd%2C%2Etable%2Dhover%3Etbody%3Etr%2Esuccess%3Ahover%3Eth%2C%2Etable%2Dhover%3Etbody%3Etr%3Ahover%3E%2Esuccess%2C%2Etable%2Dhover%3Etbody%3Etr%3Etd%2Esuccess%3Ahover%2C%2Etable%2Dhover%3Etbody%3Etr%3Eth%2Esuccess%3Ahover%7Bbackground%2Dcolor%3A%23d0e9c6%7D%2Etable%3Etbody%3Etr%2Einfo%3Etd%2C%2Etable%3Etbody%3Etr%2Einfo%3Eth%2C%2Etable%3Etbody%3Etr%3Etd%2Einfo%2C%2Etable%3Etbody%3Etr%3Eth%2Einfo%2C%2Etable%3Etfoot%3Etr%2Einfo%3Etd%2C%2Etable%3Etfoot%3Etr%2Einfo%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2Einfo%2C%2Etable%3Etfoot%3Etr%3Eth%2Einfo%2C%2Etable%3Ethead%3Etr%2Einfo%3Etd%2C%2Etable%3Ethead%3Etr%2Einfo%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2Einfo%2C%2Etable%3Ethead%3Etr%3Eth%2Einfo%7Bbackground%2Dcolor%3A%23d9edf7%7D%2Etable%2Dhover%3Etbody%3Etr%2Einfo%3Ahover%3Etd%2C%2Etable%2Dhover%3Etbody%3Etr%2Einfo%3Ahover%3Eth%2C%2Etable%2Dhover%3Etbody%3Etr%3Ahover%3E%2Einfo%2C%2Etable%2Dhover%3Etbody%3Etr%3Etd%2Einfo%3Ahover%2C%2Etable%2Dhover%3Etbody%3Etr%3Eth%2Einfo%3Ahover%7Bbackground%2Dcolor%3A%23c4e3f3%7D%2Etable%3Etbody%3Etr%2Ewarning%3Etd%2C%2Etable%3Etbody%3Etr%2Ewarning%3Eth%2C%2Etable%3Etbody%3Etr%3Etd%2Ewarning%2C%2Etable%3Etbody%3Etr%3Eth%2Ewarning%2C%2Etable%3Etfoot%3Etr%2Ewarning%3Etd%2C%2Etable%3Etfoot%3Etr%2Ewarning%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2Ewarning%2C%2Etable%3Etfoot%3Etr%3Eth%2Ewarning%2C%2Etable%3Ethead%3Etr%2Ewarning%3Etd%2C%2Etable%3Ethead%3Etr%2Ewarning%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2Ewarning%2C%2Etable%3Ethead%3Etr%3Eth%2Ewarning%7Bbackground%2Dcolor%3A%23fcf8e3%7D%2Etable%2Dhover%3Etbody%3Etr%2Ewarning%3Ahover%3Etd%2C%2Etable%2Dhover%3Etbody%3Etr%2Ewarning%3Ahover%3Eth%2C%2Etable%2Dhover%3Etbody%3Etr%3Ahover%3E%2Ewarning%2C%2Etable%2Dhover%3Etbody%3Etr%3Etd%2Ewarning%3Ahover%2C%2Etable%2Dhover%3Etbody%3Etr%3Eth%2Ewarning%3Ahover%7Bbackground%2Dcolor%3A%23faf2cc%7D%2Etable%3Etbody%3Etr%2Edanger%3Etd%2C%2Etable%3Etbody%3Etr%2Edanger%3Eth%2C%2Etable%3Etbody%3Etr%3Etd%2Edanger%2C%2Etable%3Etbody%3Etr%3Eth%2Edanger%2C%2Etable%3Etfoot%3Etr%2Edanger%3Etd%2C%2Etable%3Etfoot%3Etr%2Edanger%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2Edanger%2C%2Etable%3Etfoot%3Etr%3Eth%2Edanger%2C%2Etable%3Ethead%3Etr%2Edanger%3Etd%2C%2Etable%3Ethead%3Etr%2Edanger%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2Edanger%2C%2Etable%3Ethead%3Etr%3Eth%2Edanger%7Bbackground%2Dcolor%3A%23f2dede%7D%2Etable%2Dhover%3Etbody%3Etr%2Edanger%3Ahover%3Etd%2C%2Etable%2Dhover%3Etbody%3Etr%2Edanger%3Ahover%3Eth%2C%2Etable%2Dhover%3Etbody%3Etr%3Ahover%3E%2Edanger%2C%2Etable%2Dhover%3Etbody%3Etr%3Etd%2Edanger%3Ahover%2C%2Etable%2Dhover%3Etbody%3Etr%3Eth%2Edanger%3Ahover%7Bbackground%2Dcolor%3A%23ebcccc%7D%2Etable%2Dresponsive%7Bmin%2Dheight%3A%2E01%25%3Boverflow%2Dx%3Aauto%7D%40media%20screen%20and%20%28max%2Dwidth%3A767px%29%7B%2Etable%2Dresponsive%7Bwidth%3A100%25%3Bmargin%2Dbottom%3A15px%3Boverflow%2Dy%3Ahidden%3B%2Dms%2Doverflow%2Dstyle%3A%2Dms%2Dautohiding%2Dscrollbar%3Bborder%3A1px%20solid%20%23ddd%7D%2Etable%2Dresponsive%3E%2Etable%7Bmargin%2Dbottom%3A0%7D%2Etable%2Dresponsive%3E%2Etable%3Etbody%3Etr%3Etd%2C%2Etable%2Dresponsive%3E%2Etable%3Etbody%3Etr%3Eth%2C%2Etable%2Dresponsive%3E%2Etable%3Etfoot%3Etr%3Etd%2C%2Etable%2Dresponsive%3E%2Etable%3Etfoot%3Etr%3Eth%2C%2Etable%2Dresponsive%3E%2Etable%3Ethead%3Etr%3Etd%2C%2Etable%2Dresponsive%3E%2Etable%3Ethead%3Etr%3Eth%7Bwhite%2Dspace%3Anowrap%7D%2Etable%2Dresponsive%3E%2Etable%2Dbordered%7Bborder%3A0%7D%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Afirst%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Afirst%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Afirst%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Afirst%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Afirst%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Afirst%2Dchild%7Bborder%2Dleft%3A0%7D%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Alast%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Alast%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Alast%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Alast%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Alast%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Alast%2Dchild%7Bborder%2Dright%3A0%7D%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Etd%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Eth%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Etd%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Eth%7Bborder%2Dbottom%3A0%7D%7Dfieldset%7Bmin%2Dwidth%3A0%3Bpadding%3A0%3Bmargin%3A0%3Bborder%3A0%7Dlegend%7Bdisplay%3Ablock%3Bwidth%3A100%25%3Bpadding%3A0%3Bmargin%2Dbottom%3A20px%3Bfont%2Dsize%3A21px%3Bline%2Dheight%3Ainherit%3Bcolor%3A%23333%3Bborder%3A0%3Bborder%2Dbottom%3A1px%20solid%20%23e5e5e5%7Dlabel%7Bdisplay%3Ainline%2Dblock%3Bmax%2Dwidth%3A100%25%3Bmargin%2Dbottom%3A5px%3Bfont%2Dweight%3A700%7Dinput%5Btype%3Dsearch%5D%7B%2Dwebkit%2Dbox%2Dsizing%3Aborder%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Aborder%2Dbox%3Bbox%2Dsizing%3Aborder%2Dbox%7Dinput%5Btype%3Dcheckbox%5D%2Cinput%5Btype%3Dradio%5D%7Bmargin%3A4px%200%200%3Bmargin%2Dtop%3A1px%5C9%3Bline%2Dheight%3Anormal%7Dinput%5Btype%3Dfile%5D%7Bdisplay%3Ablock%7Dinput%5Btype%3Drange%5D%7Bdisplay%3Ablock%3Bwidth%3A100%25%7Dselect%5Bmultiple%5D%2Cselect%5Bsize%5D%7Bheight%3Aauto%7Dinput%5Btype%3Dfile%5D%3Afocus%2Cinput%5Btype%3Dcheckbox%5D%3Afocus%2Cinput%5Btype%3Dradio%5D%3Afocus%7Boutline%3Athin%20dotted%3Boutline%3A5px%20auto%20%2Dwebkit%2Dfocus%2Dring%2Dcolor%3Boutline%2Doffset%3A%2D2px%7Doutput%7Bdisplay%3Ablock%3Bpadding%2Dtop%3A7px%3Bfont%2Dsize%3A14px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23555%7D%2Eform%2Dcontrol%7Bdisplay%3Ablock%3Bwidth%3A100%25%3Bheight%3A34px%3Bpadding%3A6px%2012px%3Bfont%2Dsize%3A14px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23555%3Bbackground%2Dcolor%3A%23fff%3Bbackground%2Dimage%3Anone%3Bborder%3A1px%20solid%20%23ccc%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%3B%2Dwebkit%2Dtransition%3Aborder%2Dcolor%20ease%2Din%2Dout%20%2E15s%2C%2Dwebkit%2Dbox%2Dshadow%20ease%2Din%2Dout%20%2E15s%3B%2Do%2Dtransition%3Aborder%2Dcolor%20ease%2Din%2Dout%20%2E15s%2Cbox%2Dshadow%20ease%2Din%2Dout%20%2E15s%3Btransition%3Aborder%2Dcolor%20ease%2Din%2Dout%20%2E15s%2Cbox%2Dshadow%20ease%2Din%2Dout%20%2E15s%7D%2Eform%2Dcontrol%3Afocus%7Bborder%2Dcolor%3A%2366afe9%3Boutline%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%208px%20rgba%28102%2C175%2C233%2C%2E6%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%208px%20rgba%28102%2C175%2C233%2C%2E6%29%7D%2Eform%2Dcontrol%3A%3A%2Dmoz%2Dplaceholder%7Bcolor%3A%23999%3Bopacity%3A1%7D%2Eform%2Dcontrol%3A%2Dms%2Dinput%2Dplaceholder%7Bcolor%3A%23999%7D%2Eform%2Dcontrol%3A%3A%2Dwebkit%2Dinput%2Dplaceholder%7Bcolor%3A%23999%7D%2Eform%2Dcontrol%5Bdisabled%5D%2C%2Eform%2Dcontrol%5Breadonly%5D%2Cfieldset%5Bdisabled%5D%20%2Eform%2Dcontrol%7Bbackground%2Dcolor%3A%23eee%3Bopacity%3A1%7D%2Eform%2Dcontrol%5Bdisabled%5D%2Cfieldset%5Bdisabled%5D%20%2Eform%2Dcontrol%7Bcursor%3Anot%2Dallowed%7Dtextarea%2Eform%2Dcontrol%7Bheight%3Aauto%7Dinput%5Btype%3Dsearch%5D%7B%2Dwebkit%2Dappearance%3Anone%7D%40media%20screen%20and%20%28%2Dwebkit%2Dmin%2Ddevice%2Dpixel%2Dratio%3A0%29%7Binput%5Btype%3Ddate%5D%2Eform%2Dcontrol%2Cinput%5Btype%3Dtime%5D%2Eform%2Dcontrol%2Cinput%5Btype%3Ddatetime%2Dlocal%5D%2Eform%2Dcontrol%2Cinput%5Btype%3Dmonth%5D%2Eform%2Dcontrol%7Bline%2Dheight%3A34px%7D%2Einput%2Dgroup%2Dsm%20input%5Btype%3Ddate%5D%2C%2Einput%2Dgroup%2Dsm%20input%5Btype%3Dtime%5D%2C%2Einput%2Dgroup%2Dsm%20input%5Btype%3Ddatetime%2Dlocal%5D%2C%2Einput%2Dgroup%2Dsm%20input%5Btype%3Dmonth%5D%2Cinput%5Btype%3Ddate%5D%2Einput%2Dsm%2Cinput%5Btype%3Dtime%5D%2Einput%2Dsm%2Cinput%5Btype%3Ddatetime%2Dlocal%5D%2Einput%2Dsm%2Cinput%5Btype%3Dmonth%5D%2Einput%2Dsm%7Bline%2Dheight%3A30px%7D%2Einput%2Dgroup%2Dlg%20input%5Btype%3Ddate%5D%2C%2Einput%2Dgroup%2Dlg%20input%5Btype%3Dtime%5D%2C%2Einput%2Dgroup%2Dlg%20input%5Btype%3Ddatetime%2Dlocal%5D%2C%2Einput%2Dgroup%2Dlg%20input%5Btype%3Dmonth%5D%2Cinput%5Btype%3Ddate%5D%2Einput%2Dlg%2Cinput%5Btype%3Dtime%5D%2Einput%2Dlg%2Cinput%5Btype%3Ddatetime%2Dlocal%5D%2Einput%2Dlg%2Cinput%5Btype%3Dmonth%5D%2Einput%2Dlg%7Bline%2Dheight%3A46px%7D%7D%2Eform%2Dgroup%7Bmargin%2Dbottom%3A15px%7D%2Echeckbox%2C%2Eradio%7Bposition%3Arelative%3Bdisplay%3Ablock%3Bmargin%2Dtop%3A10px%3Bmargin%2Dbottom%3A10px%7D%2Echeckbox%20label%2C%2Eradio%20label%7Bmin%2Dheight%3A20px%3Bpadding%2Dleft%3A20px%3Bmargin%2Dbottom%3A0%3Bfont%2Dweight%3A400%3Bcursor%3Apointer%7D%2Echeckbox%20input%5Btype%3Dcheckbox%5D%2C%2Echeckbox%2Dinline%20input%5Btype%3Dcheckbox%5D%2C%2Eradio%20input%5Btype%3Dradio%5D%2C%2Eradio%2Dinline%20input%5Btype%3Dradio%5D%7Bposition%3Aabsolute%3Bmargin%2Dtop%3A4px%5C9%3Bmargin%2Dleft%3A%2D20px%7D%2Echeckbox%2B%2Echeckbox%2C%2Eradio%2B%2Eradio%7Bmargin%2Dtop%3A%2D5px%7D%2Echeckbox%2Dinline%2C%2Eradio%2Dinline%7Bposition%3Arelative%3Bdisplay%3Ainline%2Dblock%3Bpadding%2Dleft%3A20px%3Bmargin%2Dbottom%3A0%3Bfont%2Dweight%3A400%3Bvertical%2Dalign%3Amiddle%3Bcursor%3Apointer%7D%2Echeckbox%2Dinline%2B%2Echeckbox%2Dinline%2C%2Eradio%2Dinline%2B%2Eradio%2Dinline%7Bmargin%2Dtop%3A0%3Bmargin%2Dleft%3A10px%7Dfieldset%5Bdisabled%5D%20input%5Btype%3Dcheckbox%5D%2Cfieldset%5Bdisabled%5D%20input%5Btype%3Dradio%5D%2Cinput%5Btype%3Dcheckbox%5D%2Edisabled%2Cinput%5Btype%3Dcheckbox%5D%5Bdisabled%5D%2Cinput%5Btype%3Dradio%5D%2Edisabled%2Cinput%5Btype%3Dradio%5D%5Bdisabled%5D%7Bcursor%3Anot%2Dallowed%7D%2Echeckbox%2Dinline%2Edisabled%2C%2Eradio%2Dinline%2Edisabled%2Cfieldset%5Bdisabled%5D%20%2Echeckbox%2Dinline%2Cfieldset%5Bdisabled%5D%20%2Eradio%2Dinline%7Bcursor%3Anot%2Dallowed%7D%2Echeckbox%2Edisabled%20label%2C%2Eradio%2Edisabled%20label%2Cfieldset%5Bdisabled%5D%20%2Echeckbox%20label%2Cfieldset%5Bdisabled%5D%20%2Eradio%20label%7Bcursor%3Anot%2Dallowed%7D%2Eform%2Dcontrol%2Dstatic%7Bmin%2Dheight%3A34px%3Bpadding%2Dtop%3A7px%3Bpadding%2Dbottom%3A7px%3Bmargin%2Dbottom%3A0%7D%2Eform%2Dcontrol%2Dstatic%2Einput%2Dlg%2C%2Eform%2Dcontrol%2Dstatic%2Einput%2Dsm%7Bpadding%2Dright%3A0%3Bpadding%2Dleft%3A0%7D%2Einput%2Dsm%7Bheight%3A30px%3Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%3Bborder%2Dradius%3A3px%7Dselect%2Einput%2Dsm%7Bheight%3A30px%3Bline%2Dheight%3A30px%7Dselect%5Bmultiple%5D%2Einput%2Dsm%2Ctextarea%2Einput%2Dsm%7Bheight%3Aauto%7D%2Eform%2Dgroup%2Dsm%20%2Eform%2Dcontrol%7Bheight%3A30px%3Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%3Bborder%2Dradius%3A3px%7D%2Eform%2Dgroup%2Dsm%20select%2Eform%2Dcontrol%7Bheight%3A30px%3Bline%2Dheight%3A30px%7D%2Eform%2Dgroup%2Dsm%20select%5Bmultiple%5D%2Eform%2Dcontrol%2C%2Eform%2Dgroup%2Dsm%20textarea%2Eform%2Dcontrol%7Bheight%3Aauto%7D%2Eform%2Dgroup%2Dsm%20%2Eform%2Dcontrol%2Dstatic%7Bheight%3A30px%3Bmin%2Dheight%3A32px%3Bpadding%3A6px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%7D%2Einput%2Dlg%7Bheight%3A46px%3Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%3Bborder%2Dradius%3A6px%7Dselect%2Einput%2Dlg%7Bheight%3A46px%3Bline%2Dheight%3A46px%7Dselect%5Bmultiple%5D%2Einput%2Dlg%2Ctextarea%2Einput%2Dlg%7Bheight%3Aauto%7D%2Eform%2Dgroup%2Dlg%20%2Eform%2Dcontrol%7Bheight%3A46px%3Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%3Bborder%2Dradius%3A6px%7D%2Eform%2Dgroup%2Dlg%20select%2Eform%2Dcontrol%7Bheight%3A46px%3Bline%2Dheight%3A46px%7D%2Eform%2Dgroup%2Dlg%20select%5Bmultiple%5D%2Eform%2Dcontrol%2C%2Eform%2Dgroup%2Dlg%20textarea%2Eform%2Dcontrol%7Bheight%3Aauto%7D%2Eform%2Dgroup%2Dlg%20%2Eform%2Dcontrol%2Dstatic%7Bheight%3A46px%3Bmin%2Dheight%3A38px%3Bpadding%3A11px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%7D%2Ehas%2Dfeedback%7Bposition%3Arelative%7D%2Ehas%2Dfeedback%20%2Eform%2Dcontrol%7Bpadding%2Dright%3A42%2E5px%7D%2Eform%2Dcontrol%2Dfeedback%7Bposition%3Aabsolute%3Btop%3A0%3Bright%3A0%3Bz%2Dindex%3A2%3Bdisplay%3Ablock%3Bwidth%3A34px%3Bheight%3A34px%3Bline%2Dheight%3A34px%3Btext%2Dalign%3Acenter%3Bpointer%2Devents%3Anone%7D%2Eform%2Dgroup%2Dlg%20%2Eform%2Dcontrol%2B%2Eform%2Dcontrol%2Dfeedback%2C%2Einput%2Dgroup%2Dlg%2B%2Eform%2Dcontrol%2Dfeedback%2C%2Einput%2Dlg%2B%2Eform%2Dcontrol%2Dfeedback%7Bwidth%3A46px%3Bheight%3A46px%3Bline%2Dheight%3A46px%7D%2Eform%2Dgroup%2Dsm%20%2Eform%2Dcontrol%2B%2Eform%2Dcontrol%2Dfeedback%2C%2Einput%2Dgroup%2Dsm%2B%2Eform%2Dcontrol%2Dfeedback%2C%2Einput%2Dsm%2B%2Eform%2Dcontrol%2Dfeedback%7Bwidth%3A30px%3Bheight%3A30px%3Bline%2Dheight%3A30px%7D%2Ehas%2Dsuccess%20%2Echeckbox%2C%2Ehas%2Dsuccess%20%2Echeckbox%2Dinline%2C%2Ehas%2Dsuccess%20%2Econtrol%2Dlabel%2C%2Ehas%2Dsuccess%20%2Ehelp%2Dblock%2C%2Ehas%2Dsuccess%20%2Eradio%2C%2Ehas%2Dsuccess%20%2Eradio%2Dinline%2C%2Ehas%2Dsuccess%2Echeckbox%20label%2C%2Ehas%2Dsuccess%2Echeckbox%2Dinline%20label%2C%2Ehas%2Dsuccess%2Eradio%20label%2C%2Ehas%2Dsuccess%2Eradio%2Dinline%20label%7Bcolor%3A%233c763d%7D%2Ehas%2Dsuccess%20%2Eform%2Dcontrol%7Bborder%2Dcolor%3A%233c763d%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%7D%2Ehas%2Dsuccess%20%2Eform%2Dcontrol%3Afocus%7Bborder%2Dcolor%3A%232b542c%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%2367b168%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%2367b168%7D%2Ehas%2Dsuccess%20%2Einput%2Dgroup%2Daddon%7Bcolor%3A%233c763d%3Bbackground%2Dcolor%3A%23dff0d8%3Bborder%2Dcolor%3A%233c763d%7D%2Ehas%2Dsuccess%20%2Eform%2Dcontrol%2Dfeedback%7Bcolor%3A%233c763d%7D%2Ehas%2Dwarning%20%2Echeckbox%2C%2Ehas%2Dwarning%20%2Echeckbox%2Dinline%2C%2Ehas%2Dwarning%20%2Econtrol%2Dlabel%2C%2Ehas%2Dwarning%20%2Ehelp%2Dblock%2C%2Ehas%2Dwarning%20%2Eradio%2C%2Ehas%2Dwarning%20%2Eradio%2Dinline%2C%2Ehas%2Dwarning%2Echeckbox%20label%2C%2Ehas%2Dwarning%2Echeckbox%2Dinline%20label%2C%2Ehas%2Dwarning%2Eradio%20label%2C%2Ehas%2Dwarning%2Eradio%2Dinline%20label%7Bcolor%3A%238a6d3b%7D%2Ehas%2Dwarning%20%2Eform%2Dcontrol%7Bborder%2Dcolor%3A%238a6d3b%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%7D%2Ehas%2Dwarning%20%2Eform%2Dcontrol%3Afocus%7Bborder%2Dcolor%3A%2366512c%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%23c0a16b%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%23c0a16b%7D%2Ehas%2Dwarning%20%2Einput%2Dgroup%2Daddon%7Bcolor%3A%238a6d3b%3Bbackground%2Dcolor%3A%23fcf8e3%3Bborder%2Dcolor%3A%238a6d3b%7D%2Ehas%2Dwarning%20%2Eform%2Dcontrol%2Dfeedback%7Bcolor%3A%238a6d3b%7D%2Ehas%2Derror%20%2Echeckbox%2C%2Ehas%2Derror%20%2Echeckbox%2Dinline%2C%2Ehas%2Derror%20%2Econtrol%2Dlabel%2C%2Ehas%2Derror%20%2Ehelp%2Dblock%2C%2Ehas%2Derror%20%2Eradio%2C%2Ehas%2Derror%20%2Eradio%2Dinline%2C%2Ehas%2Derror%2Echeckbox%20label%2C%2Ehas%2Derror%2Echeckbox%2Dinline%20label%2C%2Ehas%2Derror%2Eradio%20label%2C%2Ehas%2Derror%2Eradio%2Dinline%20label%7Bcolor%3A%23a94442%7D%2Ehas%2Derror%20%2Eform%2Dcontrol%7Bborder%2Dcolor%3A%23a94442%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%7D%2Ehas%2Derror%20%2Eform%2Dcontrol%3Afocus%7Bborder%2Dcolor%3A%23843534%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%23ce8483%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%23ce8483%7D%2Ehas%2Derror%20%2Einput%2Dgroup%2Daddon%7Bcolor%3A%23a94442%3Bbackground%2Dcolor%3A%23f2dede%3Bborder%2Dcolor%3A%23a94442%7D%2Ehas%2Derror%20%2Eform%2Dcontrol%2Dfeedback%7Bcolor%3A%23a94442%7D%2Ehas%2Dfeedback%20label%7E%2Eform%2Dcontrol%2Dfeedback%7Btop%3A25px%7D%2Ehas%2Dfeedback%20label%2Esr%2Donly%7E%2Eform%2Dcontrol%2Dfeedback%7Btop%3A0%7D%2Ehelp%2Dblock%7Bdisplay%3Ablock%3Bmargin%2Dtop%3A5px%3Bmargin%2Dbottom%3A10px%3Bcolor%3A%23737373%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Eform%2Dinline%20%2Eform%2Dgroup%7Bdisplay%3Ainline%2Dblock%3Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Eform%2Dinline%20%2Eform%2Dcontrol%7Bdisplay%3Ainline%2Dblock%3Bwidth%3Aauto%3Bvertical%2Dalign%3Amiddle%7D%2Eform%2Dinline%20%2Eform%2Dcontrol%2Dstatic%7Bdisplay%3Ainline%2Dblock%7D%2Eform%2Dinline%20%2Einput%2Dgroup%7Bdisplay%3Ainline%2Dtable%3Bvertical%2Dalign%3Amiddle%7D%2Eform%2Dinline%20%2Einput%2Dgroup%20%2Eform%2Dcontrol%2C%2Eform%2Dinline%20%2Einput%2Dgroup%20%2Einput%2Dgroup%2Daddon%2C%2Eform%2Dinline%20%2Einput%2Dgroup%20%2Einput%2Dgroup%2Dbtn%7Bwidth%3Aauto%7D%2Eform%2Dinline%20%2Einput%2Dgroup%3E%2Eform%2Dcontrol%7Bwidth%3A100%25%7D%2Eform%2Dinline%20%2Econtrol%2Dlabel%7Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Eform%2Dinline%20%2Echeckbox%2C%2Eform%2Dinline%20%2Eradio%7Bdisplay%3Ainline%2Dblock%3Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Eform%2Dinline%20%2Echeckbox%20label%2C%2Eform%2Dinline%20%2Eradio%20label%7Bpadding%2Dleft%3A0%7D%2Eform%2Dinline%20%2Echeckbox%20input%5Btype%3Dcheckbox%5D%2C%2Eform%2Dinline%20%2Eradio%20input%5Btype%3Dradio%5D%7Bposition%3Arelative%3Bmargin%2Dleft%3A0%7D%2Eform%2Dinline%20%2Ehas%2Dfeedback%20%2Eform%2Dcontrol%2Dfeedback%7Btop%3A0%7D%7D%2Eform%2Dhorizontal%20%2Echeckbox%2C%2Eform%2Dhorizontal%20%2Echeckbox%2Dinline%2C%2Eform%2Dhorizontal%20%2Eradio%2C%2Eform%2Dhorizontal%20%2Eradio%2Dinline%7Bpadding%2Dtop%3A7px%3Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A0%7D%2Eform%2Dhorizontal%20%2Echeckbox%2C%2Eform%2Dhorizontal%20%2Eradio%7Bmin%2Dheight%3A27px%7D%2Eform%2Dhorizontal%20%2Eform%2Dgroup%7Bmargin%2Dright%3A%2D15px%3Bmargin%2Dleft%3A%2D15px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Eform%2Dhorizontal%20%2Econtrol%2Dlabel%7Bpadding%2Dtop%3A7px%3Bmargin%2Dbottom%3A0%3Btext%2Dalign%3Aright%7D%7D%2Eform%2Dhorizontal%20%2Ehas%2Dfeedback%20%2Eform%2Dcontrol%2Dfeedback%7Bright%3A15px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Eform%2Dhorizontal%20%2Eform%2Dgroup%2Dlg%20%2Econtrol%2Dlabel%7Bpadding%2Dtop%3A14%2E33px%3Bfont%2Dsize%3A18px%7D%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Eform%2Dhorizontal%20%2Eform%2Dgroup%2Dsm%20%2Econtrol%2Dlabel%7Bpadding%2Dtop%3A6px%3Bfont%2Dsize%3A12px%7D%7D%2Ebtn%7Bdisplay%3Ainline%2Dblock%3Bpadding%3A6px%2012px%3Bmargin%2Dbottom%3A0%3Bfont%2Dsize%3A14px%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%2E42857143%3Btext%2Dalign%3Acenter%3Bwhite%2Dspace%3Anowrap%3Bvertical%2Dalign%3Amiddle%3B%2Dms%2Dtouch%2Daction%3Amanipulation%3Btouch%2Daction%3Amanipulation%3Bcursor%3Apointer%3B%2Dwebkit%2Duser%2Dselect%3Anone%3B%2Dmoz%2Duser%2Dselect%3Anone%3B%2Dms%2Duser%2Dselect%3Anone%3Buser%2Dselect%3Anone%3Bbackground%2Dimage%3Anone%3Bborder%3A1px%20solid%20transparent%3Bborder%2Dradius%3A4px%7D%2Ebtn%2Eactive%2Efocus%2C%2Ebtn%2Eactive%3Afocus%2C%2Ebtn%2Efocus%2C%2Ebtn%3Aactive%2Efocus%2C%2Ebtn%3Aactive%3Afocus%2C%2Ebtn%3Afocus%7Boutline%3Athin%20dotted%3Boutline%3A5px%20auto%20%2Dwebkit%2Dfocus%2Dring%2Dcolor%3Boutline%2Doffset%3A%2D2px%7D%2Ebtn%2Efocus%2C%2Ebtn%3Afocus%2C%2Ebtn%3Ahover%7Bcolor%3A%23333%3Btext%2Ddecoration%3Anone%7D%2Ebtn%2Eactive%2C%2Ebtn%3Aactive%7Bbackground%2Dimage%3Anone%3Boutline%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%203px%205px%20rgba%280%2C0%2C0%2C%2E125%29%3Bbox%2Dshadow%3Ainset%200%203px%205px%20rgba%280%2C0%2C0%2C%2E125%29%7D%2Ebtn%2Edisabled%2C%2Ebtn%5Bdisabled%5D%2Cfieldset%5Bdisabled%5D%20%2Ebtn%7Bcursor%3Anot%2Dallowed%3Bfilter%3Aalpha%28opacity%3D65%29%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%3Bopacity%3A%2E65%7Da%2Ebtn%2Edisabled%2Cfieldset%5Bdisabled%5D%20a%2Ebtn%7Bpointer%2Devents%3Anone%7D%2Ebtn%2Ddefault%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23fff%3Bborder%2Dcolor%3A%23ccc%7D%2Ebtn%2Ddefault%2Efocus%2C%2Ebtn%2Ddefault%3Afocus%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23e6e6e6%3Bborder%2Dcolor%3A%238c8c8c%7D%2Ebtn%2Ddefault%3Ahover%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23e6e6e6%3Bborder%2Dcolor%3A%23adadad%7D%2Ebtn%2Ddefault%2Eactive%2C%2Ebtn%2Ddefault%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddefault%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23e6e6e6%3Bborder%2Dcolor%3A%23adadad%7D%2Ebtn%2Ddefault%2Eactive%2Efocus%2C%2Ebtn%2Ddefault%2Eactive%3Afocus%2C%2Ebtn%2Ddefault%2Eactive%3Ahover%2C%2Ebtn%2Ddefault%3Aactive%2Efocus%2C%2Ebtn%2Ddefault%3Aactive%3Afocus%2C%2Ebtn%2Ddefault%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddefault%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddefault%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddefault%3Ahover%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23d4d4d4%3Bborder%2Dcolor%3A%238c8c8c%7D%2Ebtn%2Ddefault%2Eactive%2C%2Ebtn%2Ddefault%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddefault%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Ddefault%2Edisabled%2C%2Ebtn%2Ddefault%2Edisabled%2Eactive%2C%2Ebtn%2Ddefault%2Edisabled%2Efocus%2C%2Ebtn%2Ddefault%2Edisabled%3Aactive%2C%2Ebtn%2Ddefault%2Edisabled%3Afocus%2C%2Ebtn%2Ddefault%2Edisabled%3Ahover%2C%2Ebtn%2Ddefault%5Bdisabled%5D%2C%2Ebtn%2Ddefault%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Ddefault%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Ddefault%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Ddefault%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Ddefault%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%3Ahover%7Bbackground%2Dcolor%3A%23fff%3Bborder%2Dcolor%3A%23ccc%7D%2Ebtn%2Ddefault%20%2Ebadge%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23333%7D%2Ebtn%2Dprimary%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23337ab7%3Bborder%2Dcolor%3A%232e6da4%7D%2Ebtn%2Dprimary%2Efocus%2C%2Ebtn%2Dprimary%3Afocus%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23286090%3Bborder%2Dcolor%3A%23122b40%7D%2Ebtn%2Dprimary%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23286090%3Bborder%2Dcolor%3A%23204d74%7D%2Ebtn%2Dprimary%2Eactive%2C%2Ebtn%2Dprimary%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dprimary%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23286090%3Bborder%2Dcolor%3A%23204d74%7D%2Ebtn%2Dprimary%2Eactive%2Efocus%2C%2Ebtn%2Dprimary%2Eactive%3Afocus%2C%2Ebtn%2Dprimary%2Eactive%3Ahover%2C%2Ebtn%2Dprimary%3Aactive%2Efocus%2C%2Ebtn%2Dprimary%3Aactive%3Afocus%2C%2Ebtn%2Dprimary%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dprimary%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dprimary%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dprimary%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23204d74%3Bborder%2Dcolor%3A%23122b40%7D%2Ebtn%2Dprimary%2Eactive%2C%2Ebtn%2Dprimary%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dprimary%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Dprimary%2Edisabled%2C%2Ebtn%2Dprimary%2Edisabled%2Eactive%2C%2Ebtn%2Dprimary%2Edisabled%2Efocus%2C%2Ebtn%2Dprimary%2Edisabled%3Aactive%2C%2Ebtn%2Dprimary%2Edisabled%3Afocus%2C%2Ebtn%2Dprimary%2Edisabled%3Ahover%2C%2Ebtn%2Dprimary%5Bdisabled%5D%2C%2Ebtn%2Dprimary%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Dprimary%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Dprimary%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Dprimary%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Dprimary%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%3Ahover%7Bbackground%2Dcolor%3A%23337ab7%3Bborder%2Dcolor%3A%232e6da4%7D%2Ebtn%2Dprimary%20%2Ebadge%7Bcolor%3A%23337ab7%3Bbackground%2Dcolor%3A%23fff%7D%2Ebtn%2Dsuccess%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%235cb85c%3Bborder%2Dcolor%3A%234cae4c%7D%2Ebtn%2Dsuccess%2Efocus%2C%2Ebtn%2Dsuccess%3Afocus%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23449d44%3Bborder%2Dcolor%3A%23255625%7D%2Ebtn%2Dsuccess%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23449d44%3Bborder%2Dcolor%3A%23398439%7D%2Ebtn%2Dsuccess%2Eactive%2C%2Ebtn%2Dsuccess%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dsuccess%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23449d44%3Bborder%2Dcolor%3A%23398439%7D%2Ebtn%2Dsuccess%2Eactive%2Efocus%2C%2Ebtn%2Dsuccess%2Eactive%3Afocus%2C%2Ebtn%2Dsuccess%2Eactive%3Ahover%2C%2Ebtn%2Dsuccess%3Aactive%2Efocus%2C%2Ebtn%2Dsuccess%3Aactive%3Afocus%2C%2Ebtn%2Dsuccess%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dsuccess%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dsuccess%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dsuccess%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23398439%3Bborder%2Dcolor%3A%23255625%7D%2Ebtn%2Dsuccess%2Eactive%2C%2Ebtn%2Dsuccess%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dsuccess%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Dsuccess%2Edisabled%2C%2Ebtn%2Dsuccess%2Edisabled%2Eactive%2C%2Ebtn%2Dsuccess%2Edisabled%2Efocus%2C%2Ebtn%2Dsuccess%2Edisabled%3Aactive%2C%2Ebtn%2Dsuccess%2Edisabled%3Afocus%2C%2Ebtn%2Dsuccess%2Edisabled%3Ahover%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%3Ahover%7Bbackground%2Dcolor%3A%235cb85c%3Bborder%2Dcolor%3A%234cae4c%7D%2Ebtn%2Dsuccess%20%2Ebadge%7Bcolor%3A%235cb85c%3Bbackground%2Dcolor%3A%23fff%7D%2Ebtn%2Dinfo%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%235bc0de%3Bborder%2Dcolor%3A%2346b8da%7D%2Ebtn%2Dinfo%2Efocus%2C%2Ebtn%2Dinfo%3Afocus%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%2331b0d5%3Bborder%2Dcolor%3A%231b6d85%7D%2Ebtn%2Dinfo%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%2331b0d5%3Bborder%2Dcolor%3A%23269abc%7D%2Ebtn%2Dinfo%2Eactive%2C%2Ebtn%2Dinfo%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dinfo%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%2331b0d5%3Bborder%2Dcolor%3A%23269abc%7D%2Ebtn%2Dinfo%2Eactive%2Efocus%2C%2Ebtn%2Dinfo%2Eactive%3Afocus%2C%2Ebtn%2Dinfo%2Eactive%3Ahover%2C%2Ebtn%2Dinfo%3Aactive%2Efocus%2C%2Ebtn%2Dinfo%3Aactive%3Afocus%2C%2Ebtn%2Dinfo%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dinfo%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dinfo%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dinfo%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23269abc%3Bborder%2Dcolor%3A%231b6d85%7D%2Ebtn%2Dinfo%2Eactive%2C%2Ebtn%2Dinfo%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dinfo%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Dinfo%2Edisabled%2C%2Ebtn%2Dinfo%2Edisabled%2Eactive%2C%2Ebtn%2Dinfo%2Edisabled%2Efocus%2C%2Ebtn%2Dinfo%2Edisabled%3Aactive%2C%2Ebtn%2Dinfo%2Edisabled%3Afocus%2C%2Ebtn%2Dinfo%2Edisabled%3Ahover%2C%2Ebtn%2Dinfo%5Bdisabled%5D%2C%2Ebtn%2Dinfo%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Dinfo%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Dinfo%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Dinfo%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Dinfo%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%3Ahover%7Bbackground%2Dcolor%3A%235bc0de%3Bborder%2Dcolor%3A%2346b8da%7D%2Ebtn%2Dinfo%20%2Ebadge%7Bcolor%3A%235bc0de%3Bbackground%2Dcolor%3A%23fff%7D%2Ebtn%2Dwarning%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23f0ad4e%3Bborder%2Dcolor%3A%23eea236%7D%2Ebtn%2Dwarning%2Efocus%2C%2Ebtn%2Dwarning%3Afocus%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23ec971f%3Bborder%2Dcolor%3A%23985f0d%7D%2Ebtn%2Dwarning%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23ec971f%3Bborder%2Dcolor%3A%23d58512%7D%2Ebtn%2Dwarning%2Eactive%2C%2Ebtn%2Dwarning%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dwarning%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23ec971f%3Bborder%2Dcolor%3A%23d58512%7D%2Ebtn%2Dwarning%2Eactive%2Efocus%2C%2Ebtn%2Dwarning%2Eactive%3Afocus%2C%2Ebtn%2Dwarning%2Eactive%3Ahover%2C%2Ebtn%2Dwarning%3Aactive%2Efocus%2C%2Ebtn%2Dwarning%3Aactive%3Afocus%2C%2Ebtn%2Dwarning%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dwarning%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dwarning%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dwarning%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23d58512%3Bborder%2Dcolor%3A%23985f0d%7D%2Ebtn%2Dwarning%2Eactive%2C%2Ebtn%2Dwarning%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dwarning%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Dwarning%2Edisabled%2C%2Ebtn%2Dwarning%2Edisabled%2Eactive%2C%2Ebtn%2Dwarning%2Edisabled%2Efocus%2C%2Ebtn%2Dwarning%2Edisabled%3Aactive%2C%2Ebtn%2Dwarning%2Edisabled%3Afocus%2C%2Ebtn%2Dwarning%2Edisabled%3Ahover%2C%2Ebtn%2Dwarning%5Bdisabled%5D%2C%2Ebtn%2Dwarning%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Dwarning%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Dwarning%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Dwarning%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Dwarning%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%3Ahover%7Bbackground%2Dcolor%3A%23f0ad4e%3Bborder%2Dcolor%3A%23eea236%7D%2Ebtn%2Dwarning%20%2Ebadge%7Bcolor%3A%23f0ad4e%3Bbackground%2Dcolor%3A%23fff%7D%2Ebtn%2Ddanger%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23d9534f%3Bborder%2Dcolor%3A%23d43f3a%7D%2Ebtn%2Ddanger%2Efocus%2C%2Ebtn%2Ddanger%3Afocus%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23c9302c%3Bborder%2Dcolor%3A%23761c19%7D%2Ebtn%2Ddanger%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23c9302c%3Bborder%2Dcolor%3A%23ac2925%7D%2Ebtn%2Ddanger%2Eactive%2C%2Ebtn%2Ddanger%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddanger%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23c9302c%3Bborder%2Dcolor%3A%23ac2925%7D%2Ebtn%2Ddanger%2Eactive%2Efocus%2C%2Ebtn%2Ddanger%2Eactive%3Afocus%2C%2Ebtn%2Ddanger%2Eactive%3Ahover%2C%2Ebtn%2Ddanger%3Aactive%2Efocus%2C%2Ebtn%2Ddanger%3Aactive%3Afocus%2C%2Ebtn%2Ddanger%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddanger%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddanger%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddanger%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23ac2925%3Bborder%2Dcolor%3A%23761c19%7D%2Ebtn%2Ddanger%2Eactive%2C%2Ebtn%2Ddanger%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddanger%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Ddanger%2Edisabled%2C%2Ebtn%2Ddanger%2Edisabled%2Eactive%2C%2Ebtn%2Ddanger%2Edisabled%2Efocus%2C%2Ebtn%2Ddanger%2Edisabled%3Aactive%2C%2Ebtn%2Ddanger%2Edisabled%3Afocus%2C%2Ebtn%2Ddanger%2Edisabled%3Ahover%2C%2Ebtn%2Ddanger%5Bdisabled%5D%2C%2Ebtn%2Ddanger%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Ddanger%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Ddanger%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Ddanger%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Ddanger%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%3Ahover%7Bbackground%2Dcolor%3A%23d9534f%3Bborder%2Dcolor%3A%23d43f3a%7D%2Ebtn%2Ddanger%20%2Ebadge%7Bcolor%3A%23d9534f%3Bbackground%2Dcolor%3A%23fff%7D%2Ebtn%2Dlink%7Bfont%2Dweight%3A400%3Bcolor%3A%23337ab7%3Bborder%2Dradius%3A0%7D%2Ebtn%2Dlink%2C%2Ebtn%2Dlink%2Eactive%2C%2Ebtn%2Dlink%3Aactive%2C%2Ebtn%2Dlink%5Bdisabled%5D%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dlink%7Bbackground%2Dcolor%3Atransparent%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7D%2Ebtn%2Dlink%2C%2Ebtn%2Dlink%3Aactive%2C%2Ebtn%2Dlink%3Afocus%2C%2Ebtn%2Dlink%3Ahover%7Bborder%2Dcolor%3Atransparent%7D%2Ebtn%2Dlink%3Afocus%2C%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%2323527c%3Btext%2Ddecoration%3Aunderline%3Bbackground%2Dcolor%3Atransparent%7D%2Ebtn%2Dlink%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Dlink%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dlink%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%23777%3Btext%2Ddecoration%3Anone%7D%2Ebtn%2Dgroup%2Dlg%3E%2Ebtn%2C%2Ebtn%2Dlg%7Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%3Bborder%2Dradius%3A6px%7D%2Ebtn%2Dgroup%2Dsm%3E%2Ebtn%2C%2Ebtn%2Dsm%7Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%3Bborder%2Dradius%3A3px%7D%2Ebtn%2Dgroup%2Dxs%3E%2Ebtn%2C%2Ebtn%2Dxs%7Bpadding%3A1px%205px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%3Bborder%2Dradius%3A3px%7D%2Ebtn%2Dblock%7Bdisplay%3Ablock%3Bwidth%3A100%25%7D%2Ebtn%2Dblock%2B%2Ebtn%2Dblock%7Bmargin%2Dtop%3A5px%7Dinput%5Btype%3Dbutton%5D%2Ebtn%2Dblock%2Cinput%5Btype%3Dreset%5D%2Ebtn%2Dblock%2Cinput%5Btype%3Dsubmit%5D%2Ebtn%2Dblock%7Bwidth%3A100%25%7D%2Efade%7Bopacity%3A0%3B%2Dwebkit%2Dtransition%3Aopacity%20%2E15s%20linear%3B%2Do%2Dtransition%3Aopacity%20%2E15s%20linear%3Btransition%3Aopacity%20%2E15s%20linear%7D%2Efade%2Ein%7Bopacity%3A1%7D%2Ecollapse%7Bdisplay%3Anone%7D%2Ecollapse%2Ein%7Bdisplay%3Ablock%7Dtr%2Ecollapse%2Ein%7Bdisplay%3Atable%2Drow%7Dtbody%2Ecollapse%2Ein%7Bdisplay%3Atable%2Drow%2Dgroup%7D%2Ecollapsing%7Bposition%3Arelative%3Bheight%3A0%3Boverflow%3Ahidden%3B%2Dwebkit%2Dtransition%2Dtiming%2Dfunction%3Aease%3B%2Do%2Dtransition%2Dtiming%2Dfunction%3Aease%3Btransition%2Dtiming%2Dfunction%3Aease%3B%2Dwebkit%2Dtransition%2Dduration%3A%2E35s%3B%2Do%2Dtransition%2Dduration%3A%2E35s%3Btransition%2Dduration%3A%2E35s%3B%2Dwebkit%2Dtransition%2Dproperty%3Aheight%2Cvisibility%3B%2Do%2Dtransition%2Dproperty%3Aheight%2Cvisibility%3Btransition%2Dproperty%3Aheight%2Cvisibility%7D%2Ecaret%7Bdisplay%3Ainline%2Dblock%3Bwidth%3A0%3Bheight%3A0%3Bmargin%2Dleft%3A2px%3Bvertical%2Dalign%3Amiddle%3Bborder%2Dtop%3A4px%20dashed%3Bborder%2Dtop%3A4px%20solid%5C9%3Bborder%2Dright%3A4px%20solid%20transparent%3Bborder%2Dleft%3A4px%20solid%20transparent%7D%2Edropdown%2C%2Edropup%7Bposition%3Arelative%7D%2Edropdown%2Dtoggle%3Afocus%7Boutline%3A0%7D%2Edropdown%2Dmenu%7Bposition%3Aabsolute%3Btop%3A100%25%3Bleft%3A0%3Bz%2Dindex%3A1000%3Bdisplay%3Anone%3Bfloat%3Aleft%3Bmin%2Dwidth%3A160px%3Bpadding%3A5px%200%3Bmargin%3A2px%200%200%3Bfont%2Dsize%3A14px%3Btext%2Dalign%3Aleft%3Blist%2Dstyle%3Anone%3Bbackground%2Dcolor%3A%23fff%3B%2Dwebkit%2Dbackground%2Dclip%3Apadding%2Dbox%3Bbackground%2Dclip%3Apadding%2Dbox%3Bborder%3A1px%20solid%20%23ccc%3Bborder%3A1px%20solid%20rgba%280%2C0%2C0%2C%2E15%29%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dbox%2Dshadow%3A0%206px%2012px%20rgba%280%2C0%2C0%2C%2E175%29%3Bbox%2Dshadow%3A0%206px%2012px%20rgba%280%2C0%2C0%2C%2E175%29%7D%2Edropdown%2Dmenu%2Epull%2Dright%7Bright%3A0%3Bleft%3Aauto%7D%2Edropdown%2Dmenu%20%2Edivider%7Bheight%3A1px%3Bmargin%3A9px%200%3Boverflow%3Ahidden%3Bbackground%2Dcolor%3A%23e5e5e5%7D%2Edropdown%2Dmenu%3Eli%3Ea%7Bdisplay%3Ablock%3Bpadding%3A3px%2020px%3Bclear%3Aboth%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23333%3Bwhite%2Dspace%3Anowrap%7D%2Edropdown%2Dmenu%3Eli%3Ea%3Afocus%2C%2Edropdown%2Dmenu%3Eli%3Ea%3Ahover%7Bcolor%3A%23262626%3Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23f5f5f5%7D%2Edropdown%2Dmenu%3E%2Eactive%3Ea%2C%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Afocus%2C%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Ahover%7Bcolor%3A%23fff%3Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23337ab7%3Boutline%3A0%7D%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%2C%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Afocus%2C%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23777%7D%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Afocus%2C%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Ahover%7Btext%2Ddecoration%3Anone%3Bcursor%3Anot%2Dallowed%3Bbackground%2Dcolor%3Atransparent%3Bbackground%2Dimage%3Anone%3Bfilter%3Aprogid%3ADXImageTransform%2EMicrosoft%2Egradient%28enabled%3Dfalse%29%7D%2Eopen%3E%2Edropdown%2Dmenu%7Bdisplay%3Ablock%7D%2Eopen%3Ea%7Boutline%3A0%7D%2Edropdown%2Dmenu%2Dright%7Bright%3A0%3Bleft%3Aauto%7D%2Edropdown%2Dmenu%2Dleft%7Bright%3Aauto%3Bleft%3A0%7D%2Edropdown%2Dheader%7Bdisplay%3Ablock%3Bpadding%3A3px%2020px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23777%3Bwhite%2Dspace%3Anowrap%7D%2Edropdown%2Dbackdrop%7Bposition%3Afixed%3Btop%3A0%3Bright%3A0%3Bbottom%3A0%3Bleft%3A0%3Bz%2Dindex%3A990%7D%2Epull%2Dright%3E%2Edropdown%2Dmenu%7Bright%3A0%3Bleft%3Aauto%7D%2Edropup%20%2Ecaret%2C%2Enavbar%2Dfixed%2Dbottom%20%2Edropdown%20%2Ecaret%7Bcontent%3A%22%22%3Bborder%2Dtop%3A0%3Bborder%2Dbottom%3A4px%20dashed%3Bborder%2Dbottom%3A4px%20solid%5C9%7D%2Edropup%20%2Edropdown%2Dmenu%2C%2Enavbar%2Dfixed%2Dbottom%20%2Edropdown%20%2Edropdown%2Dmenu%7Btop%3Aauto%3Bbottom%3A100%25%3Bmargin%2Dbottom%3A2px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dright%20%2Edropdown%2Dmenu%7Bright%3A0%3Bleft%3Aauto%7D%2Enavbar%2Dright%20%2Edropdown%2Dmenu%2Dleft%7Bright%3Aauto%3Bleft%3A0%7D%7D%2Ebtn%2Dgroup%2C%2Ebtn%2Dgroup%2Dvertical%7Bposition%3Arelative%3Bdisplay%3Ainline%2Dblock%3Bvertical%2Dalign%3Amiddle%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2C%2Ebtn%2Dgroup%3E%2Ebtn%7Bposition%3Arelative%3Bfloat%3Aleft%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Eactive%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Aactive%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Afocus%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Ahover%2C%2Ebtn%2Dgroup%3E%2Ebtn%2Eactive%2C%2Ebtn%2Dgroup%3E%2Ebtn%3Aactive%2C%2Ebtn%2Dgroup%3E%2Ebtn%3Afocus%2C%2Ebtn%2Dgroup%3E%2Ebtn%3Ahover%7Bz%2Dindex%3A2%7D%2Ebtn%2Dgroup%20%2Ebtn%2B%2Ebtn%2C%2Ebtn%2Dgroup%20%2Ebtn%2B%2Ebtn%2Dgroup%2C%2Ebtn%2Dgroup%20%2Ebtn%2Dgroup%2B%2Ebtn%2C%2Ebtn%2Dgroup%20%2Ebtn%2Dgroup%2B%2Ebtn%2Dgroup%7Bmargin%2Dleft%3A%2D1px%7D%2Ebtn%2Dtoolbar%7Bmargin%2Dleft%3A%2D5px%7D%2Ebtn%2Dtoolbar%20%2Ebtn%2C%2Ebtn%2Dtoolbar%20%2Ebtn%2Dgroup%2C%2Ebtn%2Dtoolbar%20%2Einput%2Dgroup%7Bfloat%3Aleft%7D%2Ebtn%2Dtoolbar%3E%2Ebtn%2C%2Ebtn%2Dtoolbar%3E%2Ebtn%2Dgroup%2C%2Ebtn%2Dtoolbar%3E%2Einput%2Dgroup%7Bmargin%2Dleft%3A5px%7D%2Ebtn%2Dgroup%3E%2Ebtn%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%3Anot%28%2Edropdown%2Dtoggle%29%7Bborder%2Dradius%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%3Afirst%2Dchild%7Bmargin%2Dleft%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%3Anot%28%2Edropdown%2Dtoggle%29%7Bborder%2Dtop%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dright%2Dradius%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%3Alast%2Dchild%3Anot%28%3Afirst%2Dchild%29%2C%2Ebtn%2Dgroup%3E%2Edropdown%2Dtoggle%3Anot%28%3Afirst%2Dchild%29%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%2Dgroup%7Bfloat%3Aleft%7D%2Ebtn%2Dgroup%3E%2Ebtn%2Dgroup%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%3E%2Ebtn%7Bborder%2Dradius%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%2Dgroup%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%3E%2Ebtn%3Alast%2Dchild%2C%2Ebtn%2Dgroup%3E%2Ebtn%2Dgroup%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%3E%2Edropdown%2Dtoggle%7Bborder%2Dtop%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dright%2Dradius%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%2Dgroup%3Alast%2Dchild%3Anot%28%3Afirst%2Dchild%29%3E%2Ebtn%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Ebtn%2Dgroup%20%2Edropdown%2Dtoggle%3Aactive%2C%2Ebtn%2Dgroup%2Eopen%20%2Edropdown%2Dtoggle%7Boutline%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%2B%2Edropdown%2Dtoggle%7Bpadding%2Dright%3A8px%3Bpadding%2Dleft%3A8px%7D%2Ebtn%2Dgroup%3E%2Ebtn%2Dlg%2B%2Edropdown%2Dtoggle%7Bpadding%2Dright%3A12px%3Bpadding%2Dleft%3A12px%7D%2Ebtn%2Dgroup%2Eopen%20%2Edropdown%2Dtoggle%7B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%203px%205px%20rgba%280%2C0%2C0%2C%2E125%29%3Bbox%2Dshadow%3Ainset%200%203px%205px%20rgba%280%2C0%2C0%2C%2E125%29%7D%2Ebtn%2Dgroup%2Eopen%20%2Edropdown%2Dtoggle%2Ebtn%2Dlink%7B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7D%2Ebtn%20%2Ecaret%7Bmargin%2Dleft%3A0%7D%2Ebtn%2Dlg%20%2Ecaret%7Bborder%2Dwidth%3A5px%205px%200%3Bborder%2Dbottom%2Dwidth%3A0%7D%2Edropup%20%2Ebtn%2Dlg%20%2Ecaret%7Bborder%2Dwidth%3A0%205px%205px%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3E%2Ebtn%7Bdisplay%3Ablock%3Bfloat%3Anone%3Bwidth%3A100%25%3Bmax%2Dwidth%3A100%25%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3E%2Ebtn%7Bfloat%3Anone%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2B%2Ebtn%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2B%2Ebtn%2Dgroup%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%2B%2Ebtn%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%2B%2Ebtn%2Dgroup%7Bmargin%2Dtop%3A%2D1px%3Bmargin%2Dleft%3A0%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%7Bborder%2Dradius%3A0%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%7Bborder%2Dtop%2Dright%2Dradius%3A4px%3Bborder%2Dbottom%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Alast%2Dchild%3Anot%28%3Afirst%2Dchild%29%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dtop%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A4px%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%3E%2Ebtn%7Bborder%2Dradius%3A0%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%3E%2Ebtn%3Alast%2Dchild%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%3E%2Edropdown%2Dtoggle%7Bborder%2Dbottom%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Alast%2Dchild%3Anot%28%3Afirst%2Dchild%29%3E%2Ebtn%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dtop%2Dright%2Dradius%3A0%7D%2Ebtn%2Dgroup%2Djustified%7Bdisplay%3Atable%3Bwidth%3A100%25%3Btable%2Dlayout%3Afixed%3Bborder%2Dcollapse%3Aseparate%7D%2Ebtn%2Dgroup%2Djustified%3E%2Ebtn%2C%2Ebtn%2Dgroup%2Djustified%3E%2Ebtn%2Dgroup%7Bdisplay%3Atable%2Dcell%3Bfloat%3Anone%3Bwidth%3A1%25%7D%2Ebtn%2Dgroup%2Djustified%3E%2Ebtn%2Dgroup%20%2Ebtn%7Bwidth%3A100%25%7D%2Ebtn%2Dgroup%2Djustified%3E%2Ebtn%2Dgroup%20%2Edropdown%2Dmenu%7Bleft%3Aauto%7D%5Bdata%2Dtoggle%3Dbuttons%5D%3E%2Ebtn%20input%5Btype%3Dcheckbox%5D%2C%5Bdata%2Dtoggle%3Dbuttons%5D%3E%2Ebtn%20input%5Btype%3Dradio%5D%2C%5Bdata%2Dtoggle%3Dbuttons%5D%3E%2Ebtn%2Dgroup%3E%2Ebtn%20input%5Btype%3Dcheckbox%5D%2C%5Bdata%2Dtoggle%3Dbuttons%5D%3E%2Ebtn%2Dgroup%3E%2Ebtn%20input%5Btype%3Dradio%5D%7Bposition%3Aabsolute%3Bclip%3Arect%280%2C0%2C0%2C0%29%3Bpointer%2Devents%3Anone%7D%2Einput%2Dgroup%7Bposition%3Arelative%3Bdisplay%3Atable%3Bborder%2Dcollapse%3Aseparate%7D%2Einput%2Dgroup%5Bclass%2A%3Dcol%2D%5D%7Bfloat%3Anone%3Bpadding%2Dright%3A0%3Bpadding%2Dleft%3A0%7D%2Einput%2Dgroup%20%2Eform%2Dcontrol%7Bposition%3Arelative%3Bz%2Dindex%3A2%3Bfloat%3Aleft%3Bwidth%3A100%25%3Bmargin%2Dbottom%3A0%7D%2Einput%2Dgroup%2Dlg%3E%2Eform%2Dcontrol%2C%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Daddon%2C%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3A46px%3Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%3Bborder%2Dradius%3A6px%7Dselect%2Einput%2Dgroup%2Dlg%3E%2Eform%2Dcontrol%2Cselect%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Daddon%2Cselect%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3A46px%3Bline%2Dheight%3A46px%7Dselect%5Bmultiple%5D%2Einput%2Dgroup%2Dlg%3E%2Eform%2Dcontrol%2Cselect%5Bmultiple%5D%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Daddon%2Cselect%5Bmultiple%5D%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%2Ctextarea%2Einput%2Dgroup%2Dlg%3E%2Eform%2Dcontrol%2Ctextarea%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Daddon%2Ctextarea%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3Aauto%7D%2Einput%2Dgroup%2Dsm%3E%2Eform%2Dcontrol%2C%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Daddon%2C%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3A30px%3Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%3Bborder%2Dradius%3A3px%7Dselect%2Einput%2Dgroup%2Dsm%3E%2Eform%2Dcontrol%2Cselect%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Daddon%2Cselect%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3A30px%3Bline%2Dheight%3A30px%7Dselect%5Bmultiple%5D%2Einput%2Dgroup%2Dsm%3E%2Eform%2Dcontrol%2Cselect%5Bmultiple%5D%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Daddon%2Cselect%5Bmultiple%5D%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%2Ctextarea%2Einput%2Dgroup%2Dsm%3E%2Eform%2Dcontrol%2Ctextarea%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Daddon%2Ctextarea%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3Aauto%7D%2Einput%2Dgroup%20%2Eform%2Dcontrol%2C%2Einput%2Dgroup%2Daddon%2C%2Einput%2Dgroup%2Dbtn%7Bdisplay%3Atable%2Dcell%7D%2Einput%2Dgroup%20%2Eform%2Dcontrol%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%2C%2Einput%2Dgroup%2Daddon%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%2C%2Einput%2Dgroup%2Dbtn%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%7Bborder%2Dradius%3A0%7D%2Einput%2Dgroup%2Daddon%2C%2Einput%2Dgroup%2Dbtn%7Bwidth%3A1%25%3Bwhite%2Dspace%3Anowrap%3Bvertical%2Dalign%3Amiddle%7D%2Einput%2Dgroup%2Daddon%7Bpadding%3A6px%2012px%3Bfont%2Dsize%3A14px%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%3Bcolor%3A%23555%3Btext%2Dalign%3Acenter%3Bbackground%2Dcolor%3A%23eee%3Bborder%3A1px%20solid%20%23ccc%3Bborder%2Dradius%3A4px%7D%2Einput%2Dgroup%2Daddon%2Einput%2Dsm%7Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bborder%2Dradius%3A3px%7D%2Einput%2Dgroup%2Daddon%2Einput%2Dlg%7Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bborder%2Dradius%3A6px%7D%2Einput%2Dgroup%2Daddon%20input%5Btype%3Dcheckbox%5D%2C%2Einput%2Dgroup%2Daddon%20input%5Btype%3Dradio%5D%7Bmargin%2Dtop%3A0%7D%2Einput%2Dgroup%20%2Eform%2Dcontrol%3Afirst%2Dchild%2C%2Einput%2Dgroup%2Daddon%3Afirst%2Dchild%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%2Dgroup%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Edropdown%2Dtoggle%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%2Dgroup%3Anot%28%3Alast%2Dchild%29%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%3Anot%28%3Alast%2Dchild%29%3Anot%28%2Edropdown%2Dtoggle%29%7Bborder%2Dtop%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dright%2Dradius%3A0%7D%2Einput%2Dgroup%2Daddon%3Afirst%2Dchild%7Bborder%2Dright%3A0%7D%2Einput%2Dgroup%20%2Eform%2Dcontrol%3Alast%2Dchild%2C%2Einput%2Dgroup%2Daddon%3Alast%2Dchild%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%2Dgroup%3Anot%28%3Afirst%2Dchild%29%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%3Anot%28%3Afirst%2Dchild%29%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%2Dgroup%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Edropdown%2Dtoggle%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Einput%2Dgroup%2Daddon%3Alast%2Dchild%7Bborder%2Dleft%3A0%7D%2Einput%2Dgroup%2Dbtn%7Bposition%3Arelative%3Bfont%2Dsize%3A0%3Bwhite%2Dspace%3Anowrap%7D%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bposition%3Arelative%7D%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%2B%2Ebtn%7Bmargin%2Dleft%3A%2D1px%7D%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%3Aactive%2C%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%3Afocus%2C%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%3Ahover%7Bz%2Dindex%3A2%7D%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%2Dgroup%7Bmargin%2Dright%3A%2D1px%7D%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%2Dgroup%7Bz%2Dindex%3A2%3Bmargin%2Dleft%3A%2D1px%7D%2Enav%7Bpadding%2Dleft%3A0%3Bmargin%2Dbottom%3A0%3Blist%2Dstyle%3Anone%7D%2Enav%3Eli%7Bposition%3Arelative%3Bdisplay%3Ablock%7D%2Enav%3Eli%3Ea%7Bposition%3Arelative%3Bdisplay%3Ablock%3Bpadding%3A10px%2015px%7D%2Enav%3Eli%3Ea%3Afocus%2C%2Enav%3Eli%3Ea%3Ahover%7Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23eee%7D%2Enav%3Eli%2Edisabled%3Ea%7Bcolor%3A%23777%7D%2Enav%3Eli%2Edisabled%3Ea%3Afocus%2C%2Enav%3Eli%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23777%3Btext%2Ddecoration%3Anone%3Bcursor%3Anot%2Dallowed%3Bbackground%2Dcolor%3Atransparent%7D%2Enav%20%2Eopen%3Ea%2C%2Enav%20%2Eopen%3Ea%3Afocus%2C%2Enav%20%2Eopen%3Ea%3Ahover%7Bbackground%2Dcolor%3A%23eee%3Bborder%2Dcolor%3A%23337ab7%7D%2Enav%20%2Enav%2Ddivider%7Bheight%3A1px%3Bmargin%3A9px%200%3Boverflow%3Ahidden%3Bbackground%2Dcolor%3A%23e5e5e5%7D%2Enav%3Eli%3Ea%3Eimg%7Bmax%2Dwidth%3Anone%7D%2Enav%2Dtabs%7Bborder%2Dbottom%3A1px%20solid%20%23ddd%7D%2Enav%2Dtabs%3Eli%7Bfloat%3Aleft%3Bmargin%2Dbottom%3A%2D1px%7D%2Enav%2Dtabs%3Eli%3Ea%7Bmargin%2Dright%3A2px%3Bline%2Dheight%3A1%2E42857143%3Bborder%3A1px%20solid%20transparent%3Bborder%2Dradius%3A4px%204px%200%200%7D%2Enav%2Dtabs%3Eli%3Ea%3Ahover%7Bborder%2Dcolor%3A%23eee%20%23eee%20%23ddd%7D%2Enav%2Dtabs%3Eli%2Eactive%3Ea%2C%2Enav%2Dtabs%3Eli%2Eactive%3Ea%3Afocus%2C%2Enav%2Dtabs%3Eli%2Eactive%3Ea%3Ahover%7Bcolor%3A%23555%3Bcursor%3Adefault%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%3Bborder%2Dbottom%2Dcolor%3Atransparent%7D%2Enav%2Dtabs%2Enav%2Djustified%7Bwidth%3A100%25%3Bborder%2Dbottom%3A0%7D%2Enav%2Dtabs%2Enav%2Djustified%3Eli%7Bfloat%3Anone%7D%2Enav%2Dtabs%2Enav%2Djustified%3Eli%3Ea%7Bmargin%2Dbottom%3A5px%3Btext%2Dalign%3Acenter%7D%2Enav%2Dtabs%2Enav%2Djustified%3E%2Edropdown%20%2Edropdown%2Dmenu%7Btop%3Aauto%3Bleft%3Aauto%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enav%2Dtabs%2Enav%2Djustified%3Eli%7Bdisplay%3Atable%2Dcell%3Bwidth%3A1%25%7D%2Enav%2Dtabs%2Enav%2Djustified%3Eli%3Ea%7Bmargin%2Dbottom%3A0%7D%7D%2Enav%2Dtabs%2Enav%2Djustified%3Eli%3Ea%7Bmargin%2Dright%3A0%3Bborder%2Dradius%3A4px%7D%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%2C%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%3Afocus%2C%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%3Ahover%7Bborder%3A1px%20solid%20%23ddd%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enav%2Dtabs%2Enav%2Djustified%3Eli%3Ea%7Bborder%2Dbottom%3A1px%20solid%20%23ddd%3Bborder%2Dradius%3A4px%204px%200%200%7D%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%2C%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%3Afocus%2C%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%3Ahover%7Bborder%2Dbottom%2Dcolor%3A%23fff%7D%7D%2Enav%2Dpills%3Eli%7Bfloat%3Aleft%7D%2Enav%2Dpills%3Eli%3Ea%7Bborder%2Dradius%3A4px%7D%2Enav%2Dpills%3Eli%2Bli%7Bmargin%2Dleft%3A2px%7D%2Enav%2Dpills%3Eli%2Eactive%3Ea%2C%2Enav%2Dpills%3Eli%2Eactive%3Ea%3Afocus%2C%2Enav%2Dpills%3Eli%2Eactive%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23337ab7%7D%2Enav%2Dstacked%3Eli%7Bfloat%3Anone%7D%2Enav%2Dstacked%3Eli%2Bli%7Bmargin%2Dtop%3A2px%3Bmargin%2Dleft%3A0%7D%2Enav%2Djustified%7Bwidth%3A100%25%7D%2Enav%2Djustified%3Eli%7Bfloat%3Anone%7D%2Enav%2Djustified%3Eli%3Ea%7Bmargin%2Dbottom%3A5px%3Btext%2Dalign%3Acenter%7D%2Enav%2Djustified%3E%2Edropdown%20%2Edropdown%2Dmenu%7Btop%3Aauto%3Bleft%3Aauto%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enav%2Djustified%3Eli%7Bdisplay%3Atable%2Dcell%3Bwidth%3A1%25%7D%2Enav%2Djustified%3Eli%3Ea%7Bmargin%2Dbottom%3A0%7D%7D%2Enav%2Dtabs%2Djustified%7Bborder%2Dbottom%3A0%7D%2Enav%2Dtabs%2Djustified%3Eli%3Ea%7Bmargin%2Dright%3A0%3Bborder%2Dradius%3A4px%7D%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%2C%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%3Afocus%2C%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%3Ahover%7Bborder%3A1px%20solid%20%23ddd%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enav%2Dtabs%2Djustified%3Eli%3Ea%7Bborder%2Dbottom%3A1px%20solid%20%23ddd%3Bborder%2Dradius%3A4px%204px%200%200%7D%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%2C%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%3Afocus%2C%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%3Ahover%7Bborder%2Dbottom%2Dcolor%3A%23fff%7D%7D%2Etab%2Dcontent%3E%2Etab%2Dpane%7Bdisplay%3Anone%7D%2Etab%2Dcontent%3E%2Eactive%7Bdisplay%3Ablock%7D%2Enav%2Dtabs%20%2Edropdown%2Dmenu%7Bmargin%2Dtop%3A%2D1px%3Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dtop%2Dright%2Dradius%3A0%7D%2Enavbar%7Bposition%3Arelative%3Bmin%2Dheight%3A50px%3Bmargin%2Dbottom%3A20px%3Bborder%3A1px%20solid%20transparent%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%7Bborder%2Dradius%3A4px%7D%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dheader%7Bfloat%3Aleft%7D%7D%2Enavbar%2Dcollapse%7Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A15px%3Boverflow%2Dx%3Avisible%3B%2Dwebkit%2Doverflow%2Dscrolling%3Atouch%3Bborder%2Dtop%3A1px%20solid%20transparent%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%3Bbox%2Dshadow%3Ainset%200%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%7D%2Enavbar%2Dcollapse%2Ein%7Boverflow%2Dy%3Aauto%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dcollapse%7Bwidth%3Aauto%3Bborder%2Dtop%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7D%2Enavbar%2Dcollapse%2Ecollapse%7Bdisplay%3Ablock%21important%3Bheight%3Aauto%21important%3Bpadding%2Dbottom%3A0%3Boverflow%3Avisible%21important%7D%2Enavbar%2Dcollapse%2Ein%7Boverflow%2Dy%3Avisible%7D%2Enavbar%2Dfixed%2Dbottom%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Dfixed%2Dtop%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Dstatic%2Dtop%20%2Enavbar%2Dcollapse%7Bpadding%2Dright%3A0%3Bpadding%2Dleft%3A0%7D%7D%2Enavbar%2Dfixed%2Dbottom%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Dfixed%2Dtop%20%2Enavbar%2Dcollapse%7Bmax%2Dheight%3A340px%7D%40media%20%28max%2Ddevice%2Dwidth%3A480px%29%20and%20%28orientation%3Alandscape%29%7B%2Enavbar%2Dfixed%2Dbottom%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Dfixed%2Dtop%20%2Enavbar%2Dcollapse%7Bmax%2Dheight%3A200px%7D%7D%2Econtainer%2Dfluid%3E%2Enavbar%2Dcollapse%2C%2Econtainer%2Dfluid%3E%2Enavbar%2Dheader%2C%2Econtainer%3E%2Enavbar%2Dcollapse%2C%2Econtainer%3E%2Enavbar%2Dheader%7Bmargin%2Dright%3A%2D15px%3Bmargin%2Dleft%3A%2D15px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Econtainer%2Dfluid%3E%2Enavbar%2Dcollapse%2C%2Econtainer%2Dfluid%3E%2Enavbar%2Dheader%2C%2Econtainer%3E%2Enavbar%2Dcollapse%2C%2Econtainer%3E%2Enavbar%2Dheader%7Bmargin%2Dright%3A0%3Bmargin%2Dleft%3A0%7D%7D%2Enavbar%2Dstatic%2Dtop%7Bz%2Dindex%3A1000%3Bborder%2Dwidth%3A0%200%201px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dstatic%2Dtop%7Bborder%2Dradius%3A0%7D%7D%2Enavbar%2Dfixed%2Dbottom%2C%2Enavbar%2Dfixed%2Dtop%7Bposition%3Afixed%3Bright%3A0%3Bleft%3A0%3Bz%2Dindex%3A1030%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dfixed%2Dbottom%2C%2Enavbar%2Dfixed%2Dtop%7Bborder%2Dradius%3A0%7D%7D%2Enavbar%2Dfixed%2Dtop%7Btop%3A0%3Bborder%2Dwidth%3A0%200%201px%7D%2Enavbar%2Dfixed%2Dbottom%7Bbottom%3A0%3Bmargin%2Dbottom%3A0%3Bborder%2Dwidth%3A1px%200%200%7D%2Enavbar%2Dbrand%7Bfloat%3Aleft%3Bheight%3A50px%3Bpadding%3A15px%2015px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A20px%7D%2Enavbar%2Dbrand%3Afocus%2C%2Enavbar%2Dbrand%3Ahover%7Btext%2Ddecoration%3Anone%7D%2Enavbar%2Dbrand%3Eimg%7Bdisplay%3Ablock%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%3E%2Econtainer%20%2Enavbar%2Dbrand%2C%2Enavbar%3E%2Econtainer%2Dfluid%20%2Enavbar%2Dbrand%7Bmargin%2Dleft%3A%2D15px%7D%7D%2Enavbar%2Dtoggle%7Bposition%3Arelative%3Bfloat%3Aright%3Bpadding%3A9px%2010px%3Bmargin%2Dtop%3A8px%3Bmargin%2Dright%3A15px%3Bmargin%2Dbottom%3A8px%3Bbackground%2Dcolor%3Atransparent%3Bbackground%2Dimage%3Anone%3Bborder%3A1px%20solid%20transparent%3Bborder%2Dradius%3A4px%7D%2Enavbar%2Dtoggle%3Afocus%7Boutline%3A0%7D%2Enavbar%2Dtoggle%20%2Eicon%2Dbar%7Bdisplay%3Ablock%3Bwidth%3A22px%3Bheight%3A2px%3Bborder%2Dradius%3A1px%7D%2Enavbar%2Dtoggle%20%2Eicon%2Dbar%2B%2Eicon%2Dbar%7Bmargin%2Dtop%3A4px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dtoggle%7Bdisplay%3Anone%7D%7D%2Enavbar%2Dnav%7Bmargin%3A7%2E5px%20%2D15px%7D%2Enavbar%2Dnav%3Eli%3Ea%7Bpadding%2Dtop%3A10px%3Bpadding%2Dbottom%3A10px%3Bline%2Dheight%3A20px%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%7Bposition%3Astatic%3Bfloat%3Anone%3Bwidth%3Aauto%3Bmargin%2Dtop%3A0%3Bbackground%2Dcolor%3Atransparent%3Bborder%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7D%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%20%2Edropdown%2Dheader%2C%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%7Bpadding%3A5px%2015px%205px%2025px%7D%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%7Bline%2Dheight%3A20px%7D%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Afocus%2C%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Ahover%7Bbackground%2Dimage%3Anone%7D%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dnav%7Bfloat%3Aleft%3Bmargin%3A0%7D%2Enavbar%2Dnav%3Eli%7Bfloat%3Aleft%7D%2Enavbar%2Dnav%3Eli%3Ea%7Bpadding%2Dtop%3A15px%3Bpadding%2Dbottom%3A15px%7D%7D%2Enavbar%2Dform%7Bpadding%3A10px%2015px%3Bmargin%2Dtop%3A8px%3Bmargin%2Dright%3A%2D15px%3Bmargin%2Dbottom%3A8px%3Bmargin%2Dleft%3A%2D15px%3Bborder%2Dtop%3A1px%20solid%20transparent%3Bborder%2Dbottom%3A1px%20solid%20transparent%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%2C0%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%3Bbox%2Dshadow%3Ainset%200%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%2C0%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dform%20%2Eform%2Dgroup%7Bdisplay%3Ainline%2Dblock%3Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Enavbar%2Dform%20%2Eform%2Dcontrol%7Bdisplay%3Ainline%2Dblock%3Bwidth%3Aauto%3Bvertical%2Dalign%3Amiddle%7D%2Enavbar%2Dform%20%2Eform%2Dcontrol%2Dstatic%7Bdisplay%3Ainline%2Dblock%7D%2Enavbar%2Dform%20%2Einput%2Dgroup%7Bdisplay%3Ainline%2Dtable%3Bvertical%2Dalign%3Amiddle%7D%2Enavbar%2Dform%20%2Einput%2Dgroup%20%2Eform%2Dcontrol%2C%2Enavbar%2Dform%20%2Einput%2Dgroup%20%2Einput%2Dgroup%2Daddon%2C%2Enavbar%2Dform%20%2Einput%2Dgroup%20%2Einput%2Dgroup%2Dbtn%7Bwidth%3Aauto%7D%2Enavbar%2Dform%20%2Einput%2Dgroup%3E%2Eform%2Dcontrol%7Bwidth%3A100%25%7D%2Enavbar%2Dform%20%2Econtrol%2Dlabel%7Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Enavbar%2Dform%20%2Echeckbox%2C%2Enavbar%2Dform%20%2Eradio%7Bdisplay%3Ainline%2Dblock%3Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Enavbar%2Dform%20%2Echeckbox%20label%2C%2Enavbar%2Dform%20%2Eradio%20label%7Bpadding%2Dleft%3A0%7D%2Enavbar%2Dform%20%2Echeckbox%20input%5Btype%3Dcheckbox%5D%2C%2Enavbar%2Dform%20%2Eradio%20input%5Btype%3Dradio%5D%7Bposition%3Arelative%3Bmargin%2Dleft%3A0%7D%2Enavbar%2Dform%20%2Ehas%2Dfeedback%20%2Eform%2Dcontrol%2Dfeedback%7Btop%3A0%7D%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Enavbar%2Dform%20%2Eform%2Dgroup%7Bmargin%2Dbottom%3A5px%7D%2Enavbar%2Dform%20%2Eform%2Dgroup%3Alast%2Dchild%7Bmargin%2Dbottom%3A0%7D%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dform%7Bwidth%3Aauto%3Bpadding%2Dtop%3A0%3Bpadding%2Dbottom%3A0%3Bmargin%2Dright%3A0%3Bmargin%2Dleft%3A0%3Bborder%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7D%7D%2Enavbar%2Dnav%3Eli%3E%2Edropdown%2Dmenu%7Bmargin%2Dtop%3A0%3Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dtop%2Dright%2Dradius%3A0%7D%2Enavbar%2Dfixed%2Dbottom%20%2Enavbar%2Dnav%3Eli%3E%2Edropdown%2Dmenu%7Bmargin%2Dbottom%3A0%3Bborder%2Dtop%2Dleft%2Dradius%3A4px%3Bborder%2Dtop%2Dright%2Dradius%3A4px%3Bborder%2Dbottom%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Enavbar%2Dbtn%7Bmargin%2Dtop%3A8px%3Bmargin%2Dbottom%3A8px%7D%2Enavbar%2Dbtn%2Ebtn%2Dsm%7Bmargin%2Dtop%3A10px%3Bmargin%2Dbottom%3A10px%7D%2Enavbar%2Dbtn%2Ebtn%2Dxs%7Bmargin%2Dtop%3A14px%3Bmargin%2Dbottom%3A14px%7D%2Enavbar%2Dtext%7Bmargin%2Dtop%3A15px%3Bmargin%2Dbottom%3A15px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dtext%7Bfloat%3Aleft%3Bmargin%2Dright%3A15px%3Bmargin%2Dleft%3A15px%7D%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dleft%7Bfloat%3Aleft%21important%7D%2Enavbar%2Dright%7Bfloat%3Aright%21important%3Bmargin%2Dright%3A%2D15px%7D%2Enavbar%2Dright%7E%2Enavbar%2Dright%7Bmargin%2Dright%3A0%7D%7D%2Enavbar%2Ddefault%7Bbackground%2Dcolor%3A%23f8f8f8%3Bborder%2Dcolor%3A%23e7e7e7%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dbrand%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dbrand%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dbrand%3Ahover%7Bcolor%3A%235e5e5e%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dtext%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3Eli%3Ea%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3Eli%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3Eli%3Ea%3Ahover%7Bcolor%3A%23333%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%3Ahover%7Bcolor%3A%23555%3Bbackground%2Dcolor%3A%23e7e7e7%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23ccc%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dtoggle%7Bborder%2Dcolor%3A%23ddd%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dtoggle%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dtoggle%3Ahover%7Bbackground%2Dcolor%3A%23ddd%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dtoggle%20%2Eicon%2Dbar%7Bbackground%2Dcolor%3A%23888%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dform%7Bborder%2Dcolor%3A%23e7e7e7%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%3Ahover%7Bcolor%3A%23555%3Bbackground%2Dcolor%3A%23e7e7e7%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Ahover%7Bcolor%3A%23333%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Ahover%7Bcolor%3A%23555%3Bbackground%2Dcolor%3A%23e7e7e7%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23ccc%3Bbackground%2Dcolor%3Atransparent%7D%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dlink%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dlink%3Ahover%7Bcolor%3A%23333%7D%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%3Afocus%2C%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%23333%7D%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%5Bdisabled%5D%3Afocus%2C%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%23ccc%7D%2Enavbar%2Dinverse%7Bbackground%2Dcolor%3A%23222%3Bborder%2Dcolor%3A%23080808%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dbrand%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dbrand%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dbrand%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dtext%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3Eli%3Ea%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3Eli%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3Eli%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23080808%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23444%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dtoggle%7Bborder%2Dcolor%3A%23333%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dtoggle%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dtoggle%3Ahover%7Bbackground%2Dcolor%3A%23333%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dtoggle%20%2Eicon%2Dbar%7Bbackground%2Dcolor%3A%23fff%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dform%7Bborder%2Dcolor%3A%23101010%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23080808%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edropdown%2Dheader%7Bborder%2Dcolor%3A%23080808%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%20%2Edivider%7Bbackground%2Dcolor%3A%23080808%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23080808%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23444%3Bbackground%2Dcolor%3Atransparent%7D%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dlink%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dlink%3Ahover%7Bcolor%3A%23fff%7D%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%3Afocus%2C%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%23fff%7D%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%5Bdisabled%5D%3Afocus%2C%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%23444%7D%2Ebreadcrumb%7Bpadding%3A8px%2015px%3Bmargin%2Dbottom%3A20px%3Blist%2Dstyle%3Anone%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%2Dradius%3A4px%7D%2Ebreadcrumb%3Eli%7Bdisplay%3Ainline%2Dblock%7D%2Ebreadcrumb%3Eli%2Bli%3Abefore%7Bpadding%3A0%205px%3Bcolor%3A%23ccc%3Bcontent%3A%22%2F%5C00a0%22%7D%2Ebreadcrumb%3E%2Eactive%7Bcolor%3A%23777%7D%2Epagination%7Bdisplay%3Ainline%2Dblock%3Bpadding%2Dleft%3A0%3Bmargin%3A20px%200%3Bborder%2Dradius%3A4px%7D%2Epagination%3Eli%7Bdisplay%3Ainline%7D%2Epagination%3Eli%3Ea%2C%2Epagination%3Eli%3Espan%7Bposition%3Arelative%3Bfloat%3Aleft%3Bpadding%3A6px%2012px%3Bmargin%2Dleft%3A%2D1px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23337ab7%3Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%7D%2Epagination%3Eli%3Afirst%2Dchild%3Ea%2C%2Epagination%3Eli%3Afirst%2Dchild%3Espan%7Bmargin%2Dleft%3A0%3Bborder%2Dtop%2Dleft%2Dradius%3A4px%3Bborder%2Dbottom%2Dleft%2Dradius%3A4px%7D%2Epagination%3Eli%3Alast%2Dchild%3Ea%2C%2Epagination%3Eli%3Alast%2Dchild%3Espan%7Bborder%2Dtop%2Dright%2Dradius%3A4px%3Bborder%2Dbottom%2Dright%2Dradius%3A4px%7D%2Epagination%3Eli%3Ea%3Afocus%2C%2Epagination%3Eli%3Ea%3Ahover%2C%2Epagination%3Eli%3Espan%3Afocus%2C%2Epagination%3Eli%3Espan%3Ahover%7Bz%2Dindex%3A3%3Bcolor%3A%2323527c%3Bbackground%2Dcolor%3A%23eee%3Bborder%2Dcolor%3A%23ddd%7D%2Epagination%3E%2Eactive%3Ea%2C%2Epagination%3E%2Eactive%3Ea%3Afocus%2C%2Epagination%3E%2Eactive%3Ea%3Ahover%2C%2Epagination%3E%2Eactive%3Espan%2C%2Epagination%3E%2Eactive%3Espan%3Afocus%2C%2Epagination%3E%2Eactive%3Espan%3Ahover%7Bz%2Dindex%3A2%3Bcolor%3A%23fff%3Bcursor%3Adefault%3Bbackground%2Dcolor%3A%23337ab7%3Bborder%2Dcolor%3A%23337ab7%7D%2Epagination%3E%2Edisabled%3Ea%2C%2Epagination%3E%2Edisabled%3Ea%3Afocus%2C%2Epagination%3E%2Edisabled%3Ea%3Ahover%2C%2Epagination%3E%2Edisabled%3Espan%2C%2Epagination%3E%2Edisabled%3Espan%3Afocus%2C%2Epagination%3E%2Edisabled%3Espan%3Ahover%7Bcolor%3A%23777%3Bcursor%3Anot%2Dallowed%3Bbackground%2Dcolor%3A%23fff%3Bborder%2Dcolor%3A%23ddd%7D%2Epagination%2Dlg%3Eli%3Ea%2C%2Epagination%2Dlg%3Eli%3Espan%7Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%7D%2Epagination%2Dlg%3Eli%3Afirst%2Dchild%3Ea%2C%2Epagination%2Dlg%3Eli%3Afirst%2Dchild%3Espan%7Bborder%2Dtop%2Dleft%2Dradius%3A6px%3Bborder%2Dbottom%2Dleft%2Dradius%3A6px%7D%2Epagination%2Dlg%3Eli%3Alast%2Dchild%3Ea%2C%2Epagination%2Dlg%3Eli%3Alast%2Dchild%3Espan%7Bborder%2Dtop%2Dright%2Dradius%3A6px%3Bborder%2Dbottom%2Dright%2Dradius%3A6px%7D%2Epagination%2Dsm%3Eli%3Ea%2C%2Epagination%2Dsm%3Eli%3Espan%7Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%7D%2Epagination%2Dsm%3Eli%3Afirst%2Dchild%3Ea%2C%2Epagination%2Dsm%3Eli%3Afirst%2Dchild%3Espan%7Bborder%2Dtop%2Dleft%2Dradius%3A3px%3Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epagination%2Dsm%3Eli%3Alast%2Dchild%3Ea%2C%2Epagination%2Dsm%3Eli%3Alast%2Dchild%3Espan%7Bborder%2Dtop%2Dright%2Dradius%3A3px%3Bborder%2Dbottom%2Dright%2Dradius%3A3px%7D%2Epager%7Bpadding%2Dleft%3A0%3Bmargin%3A20px%200%3Btext%2Dalign%3Acenter%3Blist%2Dstyle%3Anone%7D%2Epager%20li%7Bdisplay%3Ainline%7D%2Epager%20li%3Ea%2C%2Epager%20li%3Espan%7Bdisplay%3Ainline%2Dblock%3Bpadding%3A5px%2014px%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%3Bborder%2Dradius%3A15px%7D%2Epager%20li%3Ea%3Afocus%2C%2Epager%20li%3Ea%3Ahover%7Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23eee%7D%2Epager%20%2Enext%3Ea%2C%2Epager%20%2Enext%3Espan%7Bfloat%3Aright%7D%2Epager%20%2Eprevious%3Ea%2C%2Epager%20%2Eprevious%3Espan%7Bfloat%3Aleft%7D%2Epager%20%2Edisabled%3Ea%2C%2Epager%20%2Edisabled%3Ea%3Afocus%2C%2Epager%20%2Edisabled%3Ea%3Ahover%2C%2Epager%20%2Edisabled%3Espan%7Bcolor%3A%23777%3Bcursor%3Anot%2Dallowed%3Bbackground%2Dcolor%3A%23fff%7D%2Elabel%7Bdisplay%3Ainline%3Bpadding%3A%2E2em%20%2E6em%20%2E3em%3Bfont%2Dsize%3A75%25%3Bfont%2Dweight%3A700%3Bline%2Dheight%3A1%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Bwhite%2Dspace%3Anowrap%3Bvertical%2Dalign%3Abaseline%3Bborder%2Dradius%3A%2E25em%7Da%2Elabel%3Afocus%2Ca%2Elabel%3Ahover%7Bcolor%3A%23fff%3Btext%2Ddecoration%3Anone%3Bcursor%3Apointer%7D%2Elabel%3Aempty%7Bdisplay%3Anone%7D%2Ebtn%20%2Elabel%7Bposition%3Arelative%3Btop%3A%2D1px%7D%2Elabel%2Ddefault%7Bbackground%2Dcolor%3A%23777%7D%2Elabel%2Ddefault%5Bhref%5D%3Afocus%2C%2Elabel%2Ddefault%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%235e5e5e%7D%2Elabel%2Dprimary%7Bbackground%2Dcolor%3A%23337ab7%7D%2Elabel%2Dprimary%5Bhref%5D%3Afocus%2C%2Elabel%2Dprimary%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%23286090%7D%2Elabel%2Dsuccess%7Bbackground%2Dcolor%3A%235cb85c%7D%2Elabel%2Dsuccess%5Bhref%5D%3Afocus%2C%2Elabel%2Dsuccess%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%23449d44%7D%2Elabel%2Dinfo%7Bbackground%2Dcolor%3A%235bc0de%7D%2Elabel%2Dinfo%5Bhref%5D%3Afocus%2C%2Elabel%2Dinfo%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%2331b0d5%7D%2Elabel%2Dwarning%7Bbackground%2Dcolor%3A%23f0ad4e%7D%2Elabel%2Dwarning%5Bhref%5D%3Afocus%2C%2Elabel%2Dwarning%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%23ec971f%7D%2Elabel%2Ddanger%7Bbackground%2Dcolor%3A%23d9534f%7D%2Elabel%2Ddanger%5Bhref%5D%3Afocus%2C%2Elabel%2Ddanger%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%23c9302c%7D%2Ebadge%7Bdisplay%3Ainline%2Dblock%3Bmin%2Dwidth%3A10px%3Bpadding%3A3px%207px%3Bfont%2Dsize%3A12px%3Bfont%2Dweight%3A700%3Bline%2Dheight%3A1%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Bwhite%2Dspace%3Anowrap%3Bvertical%2Dalign%3Amiddle%3Bbackground%2Dcolor%3A%23777%3Bborder%2Dradius%3A10px%7D%2Ebadge%3Aempty%7Bdisplay%3Anone%7D%2Ebtn%20%2Ebadge%7Bposition%3Arelative%3Btop%3A%2D1px%7D%2Ebtn%2Dgroup%2Dxs%3E%2Ebtn%20%2Ebadge%2C%2Ebtn%2Dxs%20%2Ebadge%7Btop%3A0%3Bpadding%3A1px%205px%7Da%2Ebadge%3Afocus%2Ca%2Ebadge%3Ahover%7Bcolor%3A%23fff%3Btext%2Ddecoration%3Anone%3Bcursor%3Apointer%7D%2Elist%2Dgroup%2Ditem%2Eactive%3E%2Ebadge%2C%2Enav%2Dpills%3E%2Eactive%3Ea%3E%2Ebadge%7Bcolor%3A%23337ab7%3Bbackground%2Dcolor%3A%23fff%7D%2Elist%2Dgroup%2Ditem%3E%2Ebadge%7Bfloat%3Aright%7D%2Elist%2Dgroup%2Ditem%3E%2Ebadge%2B%2Ebadge%7Bmargin%2Dright%3A5px%7D%2Enav%2Dpills%3Eli%3Ea%3E%2Ebadge%7Bmargin%2Dleft%3A3px%7D%2Ejumbotron%7Bpadding%2Dtop%3A30px%3Bpadding%2Dbottom%3A30px%3Bmargin%2Dbottom%3A30px%3Bcolor%3Ainherit%3Bbackground%2Dcolor%3A%23eee%7D%2Ejumbotron%20%2Eh1%2C%2Ejumbotron%20h1%7Bcolor%3Ainherit%7D%2Ejumbotron%20p%7Bmargin%2Dbottom%3A15px%3Bfont%2Dsize%3A21px%3Bfont%2Dweight%3A200%7D%2Ejumbotron%3Ehr%7Bborder%2Dtop%2Dcolor%3A%23d5d5d5%7D%2Econtainer%20%2Ejumbotron%2C%2Econtainer%2Dfluid%20%2Ejumbotron%7Bborder%2Dradius%3A6px%7D%2Ejumbotron%20%2Econtainer%7Bmax%2Dwidth%3A100%25%7D%40media%20screen%20and%20%28min%2Dwidth%3A768px%29%7B%2Ejumbotron%7Bpadding%2Dtop%3A48px%3Bpadding%2Dbottom%3A48px%7D%2Econtainer%20%2Ejumbotron%2C%2Econtainer%2Dfluid%20%2Ejumbotron%7Bpadding%2Dright%3A60px%3Bpadding%2Dleft%3A60px%7D%2Ejumbotron%20%2Eh1%2C%2Ejumbotron%20h1%7Bfont%2Dsize%3A63px%7D%7D%2Ethumbnail%7Bdisplay%3Ablock%3Bpadding%3A4px%3Bmargin%2Dbottom%3A20px%3Bline%2Dheight%3A1%2E42857143%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dtransition%3Aborder%20%2E2s%20ease%2Din%2Dout%3B%2Do%2Dtransition%3Aborder%20%2E2s%20ease%2Din%2Dout%3Btransition%3Aborder%20%2E2s%20ease%2Din%2Dout%7D%2Ethumbnail%20a%3Eimg%2C%2Ethumbnail%3Eimg%7Bmargin%2Dright%3Aauto%3Bmargin%2Dleft%3Aauto%7Da%2Ethumbnail%2Eactive%2Ca%2Ethumbnail%3Afocus%2Ca%2Ethumbnail%3Ahover%7Bborder%2Dcolor%3A%23337ab7%7D%2Ethumbnail%20%2Ecaption%7Bpadding%3A9px%3Bcolor%3A%23333%7D%2Ealert%7Bpadding%3A15px%3Bmargin%2Dbottom%3A20px%3Bborder%3A1px%20solid%20transparent%3Bborder%2Dradius%3A4px%7D%2Ealert%20h4%7Bmargin%2Dtop%3A0%3Bcolor%3Ainherit%7D%2Ealert%20%2Ealert%2Dlink%7Bfont%2Dweight%3A700%7D%2Ealert%3Ep%2C%2Ealert%3Eul%7Bmargin%2Dbottom%3A0%7D%2Ealert%3Ep%2Bp%7Bmargin%2Dtop%3A5px%7D%2Ealert%2Ddismissable%2C%2Ealert%2Ddismissible%7Bpadding%2Dright%3A35px%7D%2Ealert%2Ddismissable%20%2Eclose%2C%2Ealert%2Ddismissible%20%2Eclose%7Bposition%3Arelative%3Btop%3A%2D2px%3Bright%3A%2D21px%3Bcolor%3Ainherit%7D%2Ealert%2Dsuccess%7Bcolor%3A%233c763d%3Bbackground%2Dcolor%3A%23dff0d8%3Bborder%2Dcolor%3A%23d6e9c6%7D%2Ealert%2Dsuccess%20hr%7Bborder%2Dtop%2Dcolor%3A%23c9e2b3%7D%2Ealert%2Dsuccess%20%2Ealert%2Dlink%7Bcolor%3A%232b542c%7D%2Ealert%2Dinfo%7Bcolor%3A%2331708f%3Bbackground%2Dcolor%3A%23d9edf7%3Bborder%2Dcolor%3A%23bce8f1%7D%2Ealert%2Dinfo%20hr%7Bborder%2Dtop%2Dcolor%3A%23a6e1ec%7D%2Ealert%2Dinfo%20%2Ealert%2Dlink%7Bcolor%3A%23245269%7D%2Ealert%2Dwarning%7Bcolor%3A%238a6d3b%3Bbackground%2Dcolor%3A%23fcf8e3%3Bborder%2Dcolor%3A%23faebcc%7D%2Ealert%2Dwarning%20hr%7Bborder%2Dtop%2Dcolor%3A%23f7e1b5%7D%2Ealert%2Dwarning%20%2Ealert%2Dlink%7Bcolor%3A%2366512c%7D%2Ealert%2Ddanger%7Bcolor%3A%23a94442%3Bbackground%2Dcolor%3A%23f2dede%3Bborder%2Dcolor%3A%23ebccd1%7D%2Ealert%2Ddanger%20hr%7Bborder%2Dtop%2Dcolor%3A%23e4b9c0%7D%2Ealert%2Ddanger%20%2Ealert%2Dlink%7Bcolor%3A%23843534%7D%40%2Dwebkit%2Dkeyframes%20progress%2Dbar%2Dstripes%7Bfrom%7Bbackground%2Dposition%3A40px%200%7Dto%7Bbackground%2Dposition%3A0%200%7D%7D%40%2Do%2Dkeyframes%20progress%2Dbar%2Dstripes%7Bfrom%7Bbackground%2Dposition%3A40px%200%7Dto%7Bbackground%2Dposition%3A0%200%7D%7D%40keyframes%20progress%2Dbar%2Dstripes%7Bfrom%7Bbackground%2Dposition%3A40px%200%7Dto%7Bbackground%2Dposition%3A0%200%7D%7D%2Eprogress%7Bheight%3A20px%3Bmargin%2Dbottom%3A20px%3Boverflow%3Ahidden%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%202px%20rgba%280%2C0%2C0%2C%2E1%29%3Bbox%2Dshadow%3Ainset%200%201px%202px%20rgba%280%2C0%2C0%2C%2E1%29%7D%2Eprogress%2Dbar%7Bfloat%3Aleft%3Bwidth%3A0%3Bheight%3A100%25%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A20px%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Bbackground%2Dcolor%3A%23337ab7%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%20%2D1px%200%20rgba%280%2C0%2C0%2C%2E15%29%3Bbox%2Dshadow%3Ainset%200%20%2D1px%200%20rgba%280%2C0%2C0%2C%2E15%29%3B%2Dwebkit%2Dtransition%3Awidth%20%2E6s%20ease%3B%2Do%2Dtransition%3Awidth%20%2E6s%20ease%3Btransition%3Awidth%20%2E6s%20ease%7D%2Eprogress%2Dbar%2Dstriped%2C%2Eprogress%2Dstriped%20%2Eprogress%2Dbar%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3Alinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3B%2Dwebkit%2Dbackground%2Dsize%3A40px%2040px%3Bbackground%2Dsize%3A40px%2040px%7D%2Eprogress%2Dbar%2Eactive%2C%2Eprogress%2Eactive%20%2Eprogress%2Dbar%7B%2Dwebkit%2Danimation%3Aprogress%2Dbar%2Dstripes%202s%20linear%20infinite%3B%2Do%2Danimation%3Aprogress%2Dbar%2Dstripes%202s%20linear%20infinite%3Banimation%3Aprogress%2Dbar%2Dstripes%202s%20linear%20infinite%7D%2Eprogress%2Dbar%2Dsuccess%7Bbackground%2Dcolor%3A%235cb85c%7D%2Eprogress%2Dstriped%20%2Eprogress%2Dbar%2Dsuccess%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3Alinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%7D%2Eprogress%2Dbar%2Dinfo%7Bbackground%2Dcolor%3A%235bc0de%7D%2Eprogress%2Dstriped%20%2Eprogress%2Dbar%2Dinfo%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3Alinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%7D%2Eprogress%2Dbar%2Dwarning%7Bbackground%2Dcolor%3A%23f0ad4e%7D%2Eprogress%2Dstriped%20%2Eprogress%2Dbar%2Dwarning%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3Alinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%7D%2Eprogress%2Dbar%2Ddanger%7Bbackground%2Dcolor%3A%23d9534f%7D%2Eprogress%2Dstriped%20%2Eprogress%2Dbar%2Ddanger%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3Alinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%7D%2Emedia%7Bmargin%2Dtop%3A15px%7D%2Emedia%3Afirst%2Dchild%7Bmargin%2Dtop%3A0%7D%2Emedia%2C%2Emedia%2Dbody%7Boverflow%3Ahidden%3Bzoom%3A1%7D%2Emedia%2Dbody%7Bwidth%3A10000px%7D%2Emedia%2Dobject%7Bdisplay%3Ablock%7D%2Emedia%2Dobject%2Eimg%2Dthumbnail%7Bmax%2Dwidth%3Anone%7D%2Emedia%2Dright%2C%2Emedia%3E%2Epull%2Dright%7Bpadding%2Dleft%3A10px%7D%2Emedia%2Dleft%2C%2Emedia%3E%2Epull%2Dleft%7Bpadding%2Dright%3A10px%7D%2Emedia%2Dbody%2C%2Emedia%2Dleft%2C%2Emedia%2Dright%7Bdisplay%3Atable%2Dcell%3Bvertical%2Dalign%3Atop%7D%2Emedia%2Dmiddle%7Bvertical%2Dalign%3Amiddle%7D%2Emedia%2Dbottom%7Bvertical%2Dalign%3Abottom%7D%2Emedia%2Dheading%7Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A5px%7D%2Emedia%2Dlist%7Bpadding%2Dleft%3A0%3Blist%2Dstyle%3Anone%7D%2Elist%2Dgroup%7Bpadding%2Dleft%3A0%3Bmargin%2Dbottom%3A20px%7D%2Elist%2Dgroup%2Ditem%7Bposition%3Arelative%3Bdisplay%3Ablock%3Bpadding%3A10px%2015px%3Bmargin%2Dbottom%3A%2D1px%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%7D%2Elist%2Dgroup%2Ditem%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A4px%3Bborder%2Dtop%2Dright%2Dradius%3A4px%7D%2Elist%2Dgroup%2Ditem%3Alast%2Dchild%7Bmargin%2Dbottom%3A0%3Bborder%2Dbottom%2Dright%2Dradius%3A4px%3Bborder%2Dbottom%2Dleft%2Dradius%3A4px%7Da%2Elist%2Dgroup%2Ditem%2Cbutton%2Elist%2Dgroup%2Ditem%7Bcolor%3A%23555%7Da%2Elist%2Dgroup%2Ditem%20%2Elist%2Dgroup%2Ditem%2Dheading%2Cbutton%2Elist%2Dgroup%2Ditem%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3A%23333%7Da%2Elist%2Dgroup%2Ditem%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%3Ahover%7Bcolor%3A%23555%3Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23f5f5f5%7Dbutton%2Elist%2Dgroup%2Ditem%7Bwidth%3A100%25%3Btext%2Dalign%3Aleft%7D%2Elist%2Dgroup%2Ditem%2Edisabled%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Afocus%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Ahover%7Bcolor%3A%23777%3Bcursor%3Anot%2Dallowed%3Bbackground%2Dcolor%3A%23eee%7D%2Elist%2Dgroup%2Ditem%2Edisabled%20%2Elist%2Dgroup%2Ditem%2Dheading%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dheading%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3Ainherit%7D%2Elist%2Dgroup%2Ditem%2Edisabled%20%2Elist%2Dgroup%2Ditem%2Dtext%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dtext%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dtext%7Bcolor%3A%23777%7D%2Elist%2Dgroup%2Ditem%2Eactive%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Afocus%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Ahover%7Bz%2Dindex%3A2%3Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23337ab7%3Bborder%2Dcolor%3A%23337ab7%7D%2Elist%2Dgroup%2Ditem%2Eactive%20%2Elist%2Dgroup%2Ditem%2Dheading%2C%2Elist%2Dgroup%2Ditem%2Eactive%20%2Elist%2Dgroup%2Ditem%2Dheading%3E%2Esmall%2C%2Elist%2Dgroup%2Ditem%2Eactive%20%2Elist%2Dgroup%2Ditem%2Dheading%3Esmall%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dheading%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dheading%3E%2Esmall%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dheading%3Esmall%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dheading%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dheading%3E%2Esmall%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dheading%3Esmall%7Bcolor%3Ainherit%7D%2Elist%2Dgroup%2Ditem%2Eactive%20%2Elist%2Dgroup%2Ditem%2Dtext%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dtext%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dtext%7Bcolor%3A%23c7ddef%7D%2Elist%2Dgroup%2Ditem%2Dsuccess%7Bcolor%3A%233c763d%3Bbackground%2Dcolor%3A%23dff0d8%7Da%2Elist%2Dgroup%2Ditem%2Dsuccess%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%7Bcolor%3A%233c763d%7Da%2Elist%2Dgroup%2Ditem%2Dsuccess%20%2Elist%2Dgroup%2Ditem%2Dheading%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3Ainherit%7Da%2Elist%2Dgroup%2Ditem%2Dsuccess%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dsuccess%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%3Ahover%7Bcolor%3A%233c763d%3Bbackground%2Dcolor%3A%23d0e9c6%7Da%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%2Ca%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%233c763d%3Bborder%2Dcolor%3A%233c763d%7D%2Elist%2Dgroup%2Ditem%2Dinfo%7Bcolor%3A%2331708f%3Bbackground%2Dcolor%3A%23d9edf7%7Da%2Elist%2Dgroup%2Ditem%2Dinfo%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%7Bcolor%3A%2331708f%7Da%2Elist%2Dgroup%2Ditem%2Dinfo%20%2Elist%2Dgroup%2Ditem%2Dheading%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3Ainherit%7Da%2Elist%2Dgroup%2Ditem%2Dinfo%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dinfo%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%3Ahover%7Bcolor%3A%2331708f%3Bbackground%2Dcolor%3A%23c4e3f3%7Da%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%2Ca%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%2331708f%3Bborder%2Dcolor%3A%2331708f%7D%2Elist%2Dgroup%2Ditem%2Dwarning%7Bcolor%3A%238a6d3b%3Bbackground%2Dcolor%3A%23fcf8e3%7Da%2Elist%2Dgroup%2Ditem%2Dwarning%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%7Bcolor%3A%238a6d3b%7Da%2Elist%2Dgroup%2Ditem%2Dwarning%20%2Elist%2Dgroup%2Ditem%2Dheading%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3Ainherit%7Da%2Elist%2Dgroup%2Ditem%2Dwarning%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dwarning%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%3Ahover%7Bcolor%3A%238a6d3b%3Bbackground%2Dcolor%3A%23faf2cc%7Da%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%2Ca%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%238a6d3b%3Bborder%2Dcolor%3A%238a6d3b%7D%2Elist%2Dgroup%2Ditem%2Ddanger%7Bcolor%3A%23a94442%3Bbackground%2Dcolor%3A%23f2dede%7Da%2Elist%2Dgroup%2Ditem%2Ddanger%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%7Bcolor%3A%23a94442%7Da%2Elist%2Dgroup%2Ditem%2Ddanger%20%2Elist%2Dgroup%2Ditem%2Dheading%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3Ainherit%7Da%2Elist%2Dgroup%2Ditem%2Ddanger%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Ddanger%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%3Ahover%7Bcolor%3A%23a94442%3Bbackground%2Dcolor%3A%23ebcccc%7Da%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%2Ca%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23a94442%3Bborder%2Dcolor%3A%23a94442%7D%2Elist%2Dgroup%2Ditem%2Dheading%7Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A5px%7D%2Elist%2Dgroup%2Ditem%2Dtext%7Bmargin%2Dbottom%3A0%3Bline%2Dheight%3A1%2E3%7D%2Epanel%7Bmargin%2Dbottom%3A20px%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20transparent%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dbox%2Dshadow%3A0%201px%201px%20rgba%280%2C0%2C0%2C%2E05%29%3Bbox%2Dshadow%3A0%201px%201px%20rgba%280%2C0%2C0%2C%2E05%29%7D%2Epanel%2Dbody%7Bpadding%3A15px%7D%2Epanel%2Dheading%7Bpadding%3A10px%2015px%3Bborder%2Dbottom%3A1px%20solid%20transparent%3Bborder%2Dtop%2Dleft%2Dradius%3A3px%3Bborder%2Dtop%2Dright%2Dradius%3A3px%7D%2Epanel%2Dheading%3E%2Edropdown%20%2Edropdown%2Dtoggle%7Bcolor%3Ainherit%7D%2Epanel%2Dtitle%7Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A0%3Bfont%2Dsize%3A16px%3Bcolor%3Ainherit%7D%2Epanel%2Dtitle%3E%2Esmall%2C%2Epanel%2Dtitle%3E%2Esmall%3Ea%2C%2Epanel%2Dtitle%3Ea%2C%2Epanel%2Dtitle%3Esmall%2C%2Epanel%2Dtitle%3Esmall%3Ea%7Bcolor%3Ainherit%7D%2Epanel%2Dfooter%7Bpadding%3A10px%2015px%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%2Dtop%3A1px%20solid%20%23ddd%3Bborder%2Dbottom%2Dright%2Dradius%3A3px%3Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Elist%2Dgroup%2C%2Epanel%3E%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%7Bmargin%2Dbottom%3A0%7D%2Epanel%3E%2Elist%2Dgroup%20%2Elist%2Dgroup%2Ditem%2C%2Epanel%3E%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%20%2Elist%2Dgroup%2Ditem%7Bborder%2Dwidth%3A1px%200%3Bborder%2Dradius%3A0%7D%2Epanel%3E%2Elist%2Dgroup%3Afirst%2Dchild%20%2Elist%2Dgroup%2Ditem%3Afirst%2Dchild%2C%2Epanel%3E%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%3Afirst%2Dchild%20%2Elist%2Dgroup%2Ditem%3Afirst%2Dchild%7Bborder%2Dtop%3A0%3Bborder%2Dtop%2Dleft%2Dradius%3A3px%3Bborder%2Dtop%2Dright%2Dradius%3A3px%7D%2Epanel%3E%2Elist%2Dgroup%3Alast%2Dchild%20%2Elist%2Dgroup%2Ditem%3Alast%2Dchild%2C%2Epanel%3E%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%3Alast%2Dchild%20%2Elist%2Dgroup%2Ditem%3Alast%2Dchild%7Bborder%2Dbottom%3A0%3Bborder%2Dbottom%2Dright%2Dradius%3A3px%3Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%20%2Elist%2Dgroup%2Ditem%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dtop%2Dright%2Dradius%3A0%7D%2Epanel%2Dheading%2B%2Elist%2Dgroup%20%2Elist%2Dgroup%2Ditem%3Afirst%2Dchild%7Bborder%2Dtop%2Dwidth%3A0%7D%2Elist%2Dgroup%2B%2Epanel%2Dfooter%7Bborder%2Dtop%2Dwidth%3A0%7D%2Epanel%3E%2Epanel%2Dcollapse%3E%2Etable%2C%2Epanel%3E%2Etable%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%7Bmargin%2Dbottom%3A0%7D%2Epanel%3E%2Epanel%2Dcollapse%3E%2Etable%20caption%2C%2Epanel%3E%2Etable%20caption%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%20caption%7Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A15px%7D%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A3px%3Bborder%2Dtop%2Dright%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A3px%3Bborder%2Dtop%2Dright%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Alast%2Dchild%7Bborder%2Dtop%2Dright%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%7Bborder%2Dbottom%2Dright%2Dradius%3A3px%3Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%7Bborder%2Dbottom%2Dright%2Dradius%3A3px%3Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Afirst%2Dchild%7Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Alast%2Dchild%7Bborder%2Dbottom%2Dright%2Dradius%3A3px%7D%2Epanel%3E%2Epanel%2Dbody%2B%2Etable%2C%2Epanel%3E%2Epanel%2Dbody%2B%2Etable%2Dresponsive%2C%2Epanel%3E%2Etable%2B%2Epanel%2Dbody%2C%2Epanel%3E%2Etable%2Dresponsive%2B%2Epanel%2Dbody%7Bborder%2Dtop%3A1px%20solid%20%23ddd%7D%2Epanel%3E%2Etable%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%2C%2Epanel%3E%2Etable%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%7Bborder%2Dtop%3A0%7D%2Epanel%3E%2Etable%2Dbordered%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%7Bborder%3A0%7D%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Afirst%2Dchild%7Bborder%2Dleft%3A0%7D%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Alast%2Dchild%7Bborder%2Dright%3A0%7D%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Afirst%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Afirst%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Afirst%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Afirst%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Afirst%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Afirst%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Afirst%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Afirst%2Dchild%3Eth%7Bborder%2Dbottom%3A0%7D%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Eth%7Bborder%2Dbottom%3A0%7D%2Epanel%3E%2Etable%2Dresponsive%7Bmargin%2Dbottom%3A0%3Bborder%3A0%7D%2Epanel%2Dgroup%7Bmargin%2Dbottom%3A20px%7D%2Epanel%2Dgroup%20%2Epanel%7Bmargin%2Dbottom%3A0%3Bborder%2Dradius%3A4px%7D%2Epanel%2Dgroup%20%2Epanel%2B%2Epanel%7Bmargin%2Dtop%3A5px%7D%2Epanel%2Dgroup%20%2Epanel%2Dheading%7Bborder%2Dbottom%3A0%7D%2Epanel%2Dgroup%20%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%2C%2Epanel%2Dgroup%20%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%3A1px%20solid%20%23ddd%7D%2Epanel%2Dgroup%20%2Epanel%2Dfooter%7Bborder%2Dtop%3A0%7D%2Epanel%2Dgroup%20%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%20%2Epanel%2Dbody%7Bborder%2Dbottom%3A1px%20solid%20%23ddd%7D%2Epanel%2Ddefault%7Bborder%2Dcolor%3A%23ddd%7D%2Epanel%2Ddefault%3E%2Epanel%2Dheading%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%2Dcolor%3A%23ddd%7D%2Epanel%2Ddefault%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23ddd%7D%2Epanel%2Ddefault%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23f5f5f5%3Bbackground%2Dcolor%3A%23333%7D%2Epanel%2Ddefault%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23ddd%7D%2Epanel%2Dprimary%7Bborder%2Dcolor%3A%23337ab7%7D%2Epanel%2Dprimary%3E%2Epanel%2Dheading%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23337ab7%3Bborder%2Dcolor%3A%23337ab7%7D%2Epanel%2Dprimary%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23337ab7%7D%2Epanel%2Dprimary%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23337ab7%3Bbackground%2Dcolor%3A%23fff%7D%2Epanel%2Dprimary%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23337ab7%7D%2Epanel%2Dsuccess%7Bborder%2Dcolor%3A%23d6e9c6%7D%2Epanel%2Dsuccess%3E%2Epanel%2Dheading%7Bcolor%3A%233c763d%3Bbackground%2Dcolor%3A%23dff0d8%3Bborder%2Dcolor%3A%23d6e9c6%7D%2Epanel%2Dsuccess%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23d6e9c6%7D%2Epanel%2Dsuccess%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23dff0d8%3Bbackground%2Dcolor%3A%233c763d%7D%2Epanel%2Dsuccess%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23d6e9c6%7D%2Epanel%2Dinfo%7Bborder%2Dcolor%3A%23bce8f1%7D%2Epanel%2Dinfo%3E%2Epanel%2Dheading%7Bcolor%3A%2331708f%3Bbackground%2Dcolor%3A%23d9edf7%3Bborder%2Dcolor%3A%23bce8f1%7D%2Epanel%2Dinfo%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23bce8f1%7D%2Epanel%2Dinfo%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23d9edf7%3Bbackground%2Dcolor%3A%2331708f%7D%2Epanel%2Dinfo%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23bce8f1%7D%2Epanel%2Dwarning%7Bborder%2Dcolor%3A%23faebcc%7D%2Epanel%2Dwarning%3E%2Epanel%2Dheading%7Bcolor%3A%238a6d3b%3Bbackground%2Dcolor%3A%23fcf8e3%3Bborder%2Dcolor%3A%23faebcc%7D%2Epanel%2Dwarning%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23faebcc%7D%2Epanel%2Dwarning%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23fcf8e3%3Bbackground%2Dcolor%3A%238a6d3b%7D%2Epanel%2Dwarning%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23faebcc%7D%2Epanel%2Ddanger%7Bborder%2Dcolor%3A%23ebccd1%7D%2Epanel%2Ddanger%3E%2Epanel%2Dheading%7Bcolor%3A%23a94442%3Bbackground%2Dcolor%3A%23f2dede%3Bborder%2Dcolor%3A%23ebccd1%7D%2Epanel%2Ddanger%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23ebccd1%7D%2Epanel%2Ddanger%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23f2dede%3Bbackground%2Dcolor%3A%23a94442%7D%2Epanel%2Ddanger%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23ebccd1%7D%2Eembed%2Dresponsive%7Bposition%3Arelative%3Bdisplay%3Ablock%3Bheight%3A0%3Bpadding%3A0%3Boverflow%3Ahidden%7D%2Eembed%2Dresponsive%20%2Eembed%2Dresponsive%2Ditem%2C%2Eembed%2Dresponsive%20embed%2C%2Eembed%2Dresponsive%20iframe%2C%2Eembed%2Dresponsive%20object%2C%2Eembed%2Dresponsive%20video%7Bposition%3Aabsolute%3Btop%3A0%3Bbottom%3A0%3Bleft%3A0%3Bwidth%3A100%25%3Bheight%3A100%25%3Bborder%3A0%7D%2Eembed%2Dresponsive%2D16by9%7Bpadding%2Dbottom%3A56%2E25%25%7D%2Eembed%2Dresponsive%2D4by3%7Bpadding%2Dbottom%3A75%25%7D%2Ewell%7Bmin%2Dheight%3A20px%3Bpadding%3A19px%3Bmargin%2Dbottom%3A20px%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%3A1px%20solid%20%23e3e3e3%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E05%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E05%29%7D%2Ewell%20blockquote%7Bborder%2Dcolor%3A%23ddd%3Bborder%2Dcolor%3Argba%280%2C0%2C0%2C%2E15%29%7D%2Ewell%2Dlg%7Bpadding%3A24px%3Bborder%2Dradius%3A6px%7D%2Ewell%2Dsm%7Bpadding%3A9px%3Bborder%2Dradius%3A3px%7D%2Eclose%7Bfloat%3Aright%3Bfont%2Dsize%3A21px%3Bfont%2Dweight%3A700%3Bline%2Dheight%3A1%3Bcolor%3A%23000%3Btext%2Dshadow%3A0%201px%200%20%23fff%3Bfilter%3Aalpha%28opacity%3D20%29%3Bopacity%3A%2E2%7D%2Eclose%3Afocus%2C%2Eclose%3Ahover%7Bcolor%3A%23000%3Btext%2Ddecoration%3Anone%3Bcursor%3Apointer%3Bfilter%3Aalpha%28opacity%3D50%29%3Bopacity%3A%2E5%7Dbutton%2Eclose%7B%2Dwebkit%2Dappearance%3Anone%3Bpadding%3A0%3Bcursor%3Apointer%3Bbackground%3A0%200%3Bborder%3A0%7D%2Emodal%2Dopen%7Boverflow%3Ahidden%7D%2Emodal%7Bposition%3Afixed%3Btop%3A0%3Bright%3A0%3Bbottom%3A0%3Bleft%3A0%3Bz%2Dindex%3A1050%3Bdisplay%3Anone%3Boverflow%3Ahidden%3B%2Dwebkit%2Doverflow%2Dscrolling%3Atouch%3Boutline%3A0%7D%2Emodal%2Efade%20%2Emodal%2Ddialog%7B%2Dwebkit%2Dtransition%3A%2Dwebkit%2Dtransform%20%2E3s%20ease%2Dout%3B%2Do%2Dtransition%3A%2Do%2Dtransform%20%2E3s%20ease%2Dout%3Btransition%3Atransform%20%2E3s%20ease%2Dout%3B%2Dwebkit%2Dtransform%3Atranslate%280%2C%2D25%25%29%3B%2Dms%2Dtransform%3Atranslate%280%2C%2D25%25%29%3B%2Do%2Dtransform%3Atranslate%280%2C%2D25%25%29%3Btransform%3Atranslate%280%2C%2D25%25%29%7D%2Emodal%2Ein%20%2Emodal%2Ddialog%7B%2Dwebkit%2Dtransform%3Atranslate%280%2C0%29%3B%2Dms%2Dtransform%3Atranslate%280%2C0%29%3B%2Do%2Dtransform%3Atranslate%280%2C0%29%3Btransform%3Atranslate%280%2C0%29%7D%2Emodal%2Dopen%20%2Emodal%7Boverflow%2Dx%3Ahidden%3Boverflow%2Dy%3Aauto%7D%2Emodal%2Ddialog%7Bposition%3Arelative%3Bwidth%3Aauto%3Bmargin%3A10px%7D%2Emodal%2Dcontent%7Bposition%3Arelative%3Bbackground%2Dcolor%3A%23fff%3B%2Dwebkit%2Dbackground%2Dclip%3Apadding%2Dbox%3Bbackground%2Dclip%3Apadding%2Dbox%3Bborder%3A1px%20solid%20%23999%3Bborder%3A1px%20solid%20rgba%280%2C0%2C0%2C%2E2%29%3Bborder%2Dradius%3A6px%3Boutline%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3A0%203px%209px%20rgba%280%2C0%2C0%2C%2E5%29%3Bbox%2Dshadow%3A0%203px%209px%20rgba%280%2C0%2C0%2C%2E5%29%7D%2Emodal%2Dbackdrop%7Bposition%3Afixed%3Btop%3A0%3Bright%3A0%3Bbottom%3A0%3Bleft%3A0%3Bz%2Dindex%3A1040%3Bbackground%2Dcolor%3A%23000%7D%2Emodal%2Dbackdrop%2Efade%7Bfilter%3Aalpha%28opacity%3D0%29%3Bopacity%3A0%7D%2Emodal%2Dbackdrop%2Ein%7Bfilter%3Aalpha%28opacity%3D50%29%3Bopacity%3A%2E5%7D%2Emodal%2Dheader%7Bmin%2Dheight%3A16%2E43px%3Bpadding%3A15px%3Bborder%2Dbottom%3A1px%20solid%20%23e5e5e5%7D%2Emodal%2Dheader%20%2Eclose%7Bmargin%2Dtop%3A%2D2px%7D%2Emodal%2Dtitle%7Bmargin%3A0%3Bline%2Dheight%3A1%2E42857143%7D%2Emodal%2Dbody%7Bposition%3Arelative%3Bpadding%3A15px%7D%2Emodal%2Dfooter%7Bpadding%3A15px%3Btext%2Dalign%3Aright%3Bborder%2Dtop%3A1px%20solid%20%23e5e5e5%7D%2Emodal%2Dfooter%20%2Ebtn%2B%2Ebtn%7Bmargin%2Dbottom%3A0%3Bmargin%2Dleft%3A5px%7D%2Emodal%2Dfooter%20%2Ebtn%2Dgroup%20%2Ebtn%2B%2Ebtn%7Bmargin%2Dleft%3A%2D1px%7D%2Emodal%2Dfooter%20%2Ebtn%2Dblock%2B%2Ebtn%2Dblock%7Bmargin%2Dleft%3A0%7D%2Emodal%2Dscrollbar%2Dmeasure%7Bposition%3Aabsolute%3Btop%3A%2D9999px%3Bwidth%3A50px%3Bheight%3A50px%3Boverflow%3Ascroll%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Emodal%2Ddialog%7Bwidth%3A600px%3Bmargin%3A30px%20auto%7D%2Emodal%2Dcontent%7B%2Dwebkit%2Dbox%2Dshadow%3A0%205px%2015px%20rgba%280%2C0%2C0%2C%2E5%29%3Bbox%2Dshadow%3A0%205px%2015px%20rgba%280%2C0%2C0%2C%2E5%29%7D%2Emodal%2Dsm%7Bwidth%3A300px%7D%7D%40media%20%28min%2Dwidth%3A992px%29%7B%2Emodal%2Dlg%7Bwidth%3A900px%7D%7D%2Etooltip%7Bposition%3Aabsolute%3Bz%2Dindex%3A1070%3Bdisplay%3Ablock%3Bfont%2Dfamily%3A%22Helvetica%20Neue%22%2CHelvetica%2CArial%2Csans%2Dserif%3Bfont%2Dsize%3A12px%3Bfont%2Dstyle%3Anormal%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%2E42857143%3Btext%2Dalign%3Aleft%3Btext%2Dalign%3Astart%3Btext%2Ddecoration%3Anone%3Btext%2Dshadow%3Anone%3Btext%2Dtransform%3Anone%3Bletter%2Dspacing%3Anormal%3Bword%2Dbreak%3Anormal%3Bword%2Dspacing%3Anormal%3Bword%2Dwrap%3Anormal%3Bwhite%2Dspace%3Anormal%3Bfilter%3Aalpha%28opacity%3D0%29%3Bopacity%3A0%3Bline%2Dbreak%3Aauto%7D%2Etooltip%2Ein%7Bfilter%3Aalpha%28opacity%3D90%29%3Bopacity%3A%2E9%7D%2Etooltip%2Etop%7Bpadding%3A5px%200%3Bmargin%2Dtop%3A%2D3px%7D%2Etooltip%2Eright%7Bpadding%3A0%205px%3Bmargin%2Dleft%3A3px%7D%2Etooltip%2Ebottom%7Bpadding%3A5px%200%3Bmargin%2Dtop%3A3px%7D%2Etooltip%2Eleft%7Bpadding%3A0%205px%3Bmargin%2Dleft%3A%2D3px%7D%2Etooltip%2Dinner%7Bmax%2Dwidth%3A200px%3Bpadding%3A3px%208px%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Bbackground%2Dcolor%3A%23000%3Bborder%2Dradius%3A4px%7D%2Etooltip%2Darrow%7Bposition%3Aabsolute%3Bwidth%3A0%3Bheight%3A0%3Bborder%2Dcolor%3Atransparent%3Bborder%2Dstyle%3Asolid%7D%2Etooltip%2Etop%20%2Etooltip%2Darrow%7Bbottom%3A0%3Bleft%3A50%25%3Bmargin%2Dleft%3A%2D5px%3Bborder%2Dwidth%3A5px%205px%200%3Bborder%2Dtop%2Dcolor%3A%23000%7D%2Etooltip%2Etop%2Dleft%20%2Etooltip%2Darrow%7Bright%3A5px%3Bbottom%3A0%3Bmargin%2Dbottom%3A%2D5px%3Bborder%2Dwidth%3A5px%205px%200%3Bborder%2Dtop%2Dcolor%3A%23000%7D%2Etooltip%2Etop%2Dright%20%2Etooltip%2Darrow%7Bbottom%3A0%3Bleft%3A5px%3Bmargin%2Dbottom%3A%2D5px%3Bborder%2Dwidth%3A5px%205px%200%3Bborder%2Dtop%2Dcolor%3A%23000%7D%2Etooltip%2Eright%20%2Etooltip%2Darrow%7Btop%3A50%25%3Bleft%3A0%3Bmargin%2Dtop%3A%2D5px%3Bborder%2Dwidth%3A5px%205px%205px%200%3Bborder%2Dright%2Dcolor%3A%23000%7D%2Etooltip%2Eleft%20%2Etooltip%2Darrow%7Btop%3A50%25%3Bright%3A0%3Bmargin%2Dtop%3A%2D5px%3Bborder%2Dwidth%3A5px%200%205px%205px%3Bborder%2Dleft%2Dcolor%3A%23000%7D%2Etooltip%2Ebottom%20%2Etooltip%2Darrow%7Btop%3A0%3Bleft%3A50%25%3Bmargin%2Dleft%3A%2D5px%3Bborder%2Dwidth%3A0%205px%205px%3Bborder%2Dbottom%2Dcolor%3A%23000%7D%2Etooltip%2Ebottom%2Dleft%20%2Etooltip%2Darrow%7Btop%3A0%3Bright%3A5px%3Bmargin%2Dtop%3A%2D5px%3Bborder%2Dwidth%3A0%205px%205px%3Bborder%2Dbottom%2Dcolor%3A%23000%7D%2Etooltip%2Ebottom%2Dright%20%2Etooltip%2Darrow%7Btop%3A0%3Bleft%3A5px%3Bmargin%2Dtop%3A%2D5px%3Bborder%2Dwidth%3A0%205px%205px%3Bborder%2Dbottom%2Dcolor%3A%23000%7D%2Epopover%7Bposition%3Aabsolute%3Btop%3A0%3Bleft%3A0%3Bz%2Dindex%3A1060%3Bdisplay%3Anone%3Bmax%2Dwidth%3A276px%3Bpadding%3A1px%3Bfont%2Dfamily%3A%22Helvetica%20Neue%22%2CHelvetica%2CArial%2Csans%2Dserif%3Bfont%2Dsize%3A14px%3Bfont%2Dstyle%3Anormal%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%2E42857143%3Btext%2Dalign%3Aleft%3Btext%2Dalign%3Astart%3Btext%2Ddecoration%3Anone%3Btext%2Dshadow%3Anone%3Btext%2Dtransform%3Anone%3Bletter%2Dspacing%3Anormal%3Bword%2Dbreak%3Anormal%3Bword%2Dspacing%3Anormal%3Bword%2Dwrap%3Anormal%3Bwhite%2Dspace%3Anormal%3Bbackground%2Dcolor%3A%23fff%3B%2Dwebkit%2Dbackground%2Dclip%3Apadding%2Dbox%3Bbackground%2Dclip%3Apadding%2Dbox%3Bborder%3A1px%20solid%20%23ccc%3Bborder%3A1px%20solid%20rgba%280%2C0%2C0%2C%2E2%29%3Bborder%2Dradius%3A6px%3B%2Dwebkit%2Dbox%2Dshadow%3A0%205px%2010px%20rgba%280%2C0%2C0%2C%2E2%29%3Bbox%2Dshadow%3A0%205px%2010px%20rgba%280%2C0%2C0%2C%2E2%29%3Bline%2Dbreak%3Aauto%7D%2Epopover%2Etop%7Bmargin%2Dtop%3A%2D10px%7D%2Epopover%2Eright%7Bmargin%2Dleft%3A10px%7D%2Epopover%2Ebottom%7Bmargin%2Dtop%3A10px%7D%2Epopover%2Eleft%7Bmargin%2Dleft%3A%2D10px%7D%2Epopover%2Dtitle%7Bpadding%3A8px%2014px%3Bmargin%3A0%3Bfont%2Dsize%3A14px%3Bbackground%2Dcolor%3A%23f7f7f7%3Bborder%2Dbottom%3A1px%20solid%20%23ebebeb%3Bborder%2Dradius%3A5px%205px%200%200%7D%2Epopover%2Dcontent%7Bpadding%3A9px%2014px%7D%2Epopover%3E%2Earrow%2C%2Epopover%3E%2Earrow%3Aafter%7Bposition%3Aabsolute%3Bdisplay%3Ablock%3Bwidth%3A0%3Bheight%3A0%3Bborder%2Dcolor%3Atransparent%3Bborder%2Dstyle%3Asolid%7D%2Epopover%3E%2Earrow%7Bborder%2Dwidth%3A11px%7D%2Epopover%3E%2Earrow%3Aafter%7Bcontent%3A%22%22%3Bborder%2Dwidth%3A10px%7D%2Epopover%2Etop%3E%2Earrow%7Bbottom%3A%2D11px%3Bleft%3A50%25%3Bmargin%2Dleft%3A%2D11px%3Bborder%2Dtop%2Dcolor%3A%23999%3Bborder%2Dtop%2Dcolor%3Argba%280%2C0%2C0%2C%2E25%29%3Bborder%2Dbottom%2Dwidth%3A0%7D%2Epopover%2Etop%3E%2Earrow%3Aafter%7Bbottom%3A1px%3Bmargin%2Dleft%3A%2D10px%3Bcontent%3A%22%20%22%3Bborder%2Dtop%2Dcolor%3A%23fff%3Bborder%2Dbottom%2Dwidth%3A0%7D%2Epopover%2Eright%3E%2Earrow%7Btop%3A50%25%3Bleft%3A%2D11px%3Bmargin%2Dtop%3A%2D11px%3Bborder%2Dright%2Dcolor%3A%23999%3Bborder%2Dright%2Dcolor%3Argba%280%2C0%2C0%2C%2E25%29%3Bborder%2Dleft%2Dwidth%3A0%7D%2Epopover%2Eright%3E%2Earrow%3Aafter%7Bbottom%3A%2D10px%3Bleft%3A1px%3Bcontent%3A%22%20%22%3Bborder%2Dright%2Dcolor%3A%23fff%3Bborder%2Dleft%2Dwidth%3A0%7D%2Epopover%2Ebottom%3E%2Earrow%7Btop%3A%2D11px%3Bleft%3A50%25%3Bmargin%2Dleft%3A%2D11px%3Bborder%2Dtop%2Dwidth%3A0%3Bborder%2Dbottom%2Dcolor%3A%23999%3Bborder%2Dbottom%2Dcolor%3Argba%280%2C0%2C0%2C%2E25%29%7D%2Epopover%2Ebottom%3E%2Earrow%3Aafter%7Btop%3A1px%3Bmargin%2Dleft%3A%2D10px%3Bcontent%3A%22%20%22%3Bborder%2Dtop%2Dwidth%3A0%3Bborder%2Dbottom%2Dcolor%3A%23fff%7D%2Epopover%2Eleft%3E%2Earrow%7Btop%3A50%25%3Bright%3A%2D11px%3Bmargin%2Dtop%3A%2D11px%3Bborder%2Dright%2Dwidth%3A0%3Bborder%2Dleft%2Dcolor%3A%23999%3Bborder%2Dleft%2Dcolor%3Argba%280%2C0%2C0%2C%2E25%29%7D%2Epopover%2Eleft%3E%2Earrow%3Aafter%7Bright%3A1px%3Bbottom%3A%2D10px%3Bcontent%3A%22%20%22%3Bborder%2Dright%2Dwidth%3A0%3Bborder%2Dleft%2Dcolor%3A%23fff%7D%2Ecarousel%7Bposition%3Arelative%7D%2Ecarousel%2Dinner%7Bposition%3Arelative%3Bwidth%3A100%25%3Boverflow%3Ahidden%7D%2Ecarousel%2Dinner%3E%2Eitem%7Bposition%3Arelative%3Bdisplay%3Anone%3B%2Dwebkit%2Dtransition%3A%2E6s%20ease%2Din%2Dout%20left%3B%2Do%2Dtransition%3A%2E6s%20ease%2Din%2Dout%20left%3Btransition%3A%2E6s%20ease%2Din%2Dout%20left%7D%2Ecarousel%2Dinner%3E%2Eitem%3Ea%3Eimg%2C%2Ecarousel%2Dinner%3E%2Eitem%3Eimg%7Bline%2Dheight%3A1%7D%40media%20all%20and%20%28transform%2D3d%29%2C%28%2Dwebkit%2Dtransform%2D3d%29%7B%2Ecarousel%2Dinner%3E%2Eitem%7B%2Dwebkit%2Dtransition%3A%2Dwebkit%2Dtransform%20%2E6s%20ease%2Din%2Dout%3B%2Do%2Dtransition%3A%2Do%2Dtransform%20%2E6s%20ease%2Din%2Dout%3Btransition%3Atransform%20%2E6s%20ease%2Din%2Dout%3B%2Dwebkit%2Dbackface%2Dvisibility%3Ahidden%3Bbackface%2Dvisibility%3Ahidden%3B%2Dwebkit%2Dperspective%3A1000px%3Bperspective%3A1000px%7D%2Ecarousel%2Dinner%3E%2Eitem%2Eactive%2Eright%2C%2Ecarousel%2Dinner%3E%2Eitem%2Enext%7Bleft%3A0%3B%2Dwebkit%2Dtransform%3Atranslate3d%28100%25%2C0%2C0%29%3Btransform%3Atranslate3d%28100%25%2C0%2C0%29%7D%2Ecarousel%2Dinner%3E%2Eitem%2Eactive%2Eleft%2C%2Ecarousel%2Dinner%3E%2Eitem%2Eprev%7Bleft%3A0%3B%2Dwebkit%2Dtransform%3Atranslate3d%28%2D100%25%2C0%2C0%29%3Btransform%3Atranslate3d%28%2D100%25%2C0%2C0%29%7D%2Ecarousel%2Dinner%3E%2Eitem%2Eactive%2C%2Ecarousel%2Dinner%3E%2Eitem%2Enext%2Eleft%2C%2Ecarousel%2Dinner%3E%2Eitem%2Eprev%2Eright%7Bleft%3A0%3B%2Dwebkit%2Dtransform%3Atranslate3d%280%2C0%2C0%29%3Btransform%3Atranslate3d%280%2C0%2C0%29%7D%7D%2Ecarousel%2Dinner%3E%2Eactive%2C%2Ecarousel%2Dinner%3E%2Enext%2C%2Ecarousel%2Dinner%3E%2Eprev%7Bdisplay%3Ablock%7D%2Ecarousel%2Dinner%3E%2Eactive%7Bleft%3A0%7D%2Ecarousel%2Dinner%3E%2Enext%2C%2Ecarousel%2Dinner%3E%2Eprev%7Bposition%3Aabsolute%3Btop%3A0%3Bwidth%3A100%25%7D%2Ecarousel%2Dinner%3E%2Enext%7Bleft%3A100%25%7D%2Ecarousel%2Dinner%3E%2Eprev%7Bleft%3A%2D100%25%7D%2Ecarousel%2Dinner%3E%2Enext%2Eleft%2C%2Ecarousel%2Dinner%3E%2Eprev%2Eright%7Bleft%3A0%7D%2Ecarousel%2Dinner%3E%2Eactive%2Eleft%7Bleft%3A%2D100%25%7D%2Ecarousel%2Dinner%3E%2Eactive%2Eright%7Bleft%3A100%25%7D%2Ecarousel%2Dcontrol%7Bposition%3Aabsolute%3Btop%3A0%3Bbottom%3A0%3Bleft%3A0%3Bwidth%3A15%25%3Bfont%2Dsize%3A20px%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Btext%2Dshadow%3A0%201px%202px%20rgba%280%2C0%2C0%2C%2E6%29%3Bfilter%3Aalpha%28opacity%3D50%29%3Bopacity%3A%2E5%7D%2Ecarousel%2Dcontrol%2Eleft%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%28left%2Crgba%280%2C0%2C0%2C%2E5%29%200%2Crgba%280%2C0%2C0%2C%2E0001%29%20100%25%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%28left%2Crgba%280%2C0%2C0%2C%2E5%29%200%2Crgba%280%2C0%2C0%2C%2E0001%29%20100%25%29%3Bbackground%2Dimage%3A%2Dwebkit%2Dgradient%28linear%2Cleft%20top%2Cright%20top%2Cfrom%28rgba%280%2C0%2C0%2C%2E5%29%29%2Cto%28rgba%280%2C0%2C0%2C%2E0001%29%29%29%3Bbackground%2Dimage%3Alinear%2Dgradient%28to%20right%2Crgba%280%2C0%2C0%2C%2E5%29%200%2Crgba%280%2C0%2C0%2C%2E0001%29%20100%25%29%3Bfilter%3Aprogid%3ADXImageTransform%2EMicrosoft%2Egradient%28startColorstr%3D%27%2380000000%27%2C%20endColorstr%3D%27%2300000000%27%2C%20GradientType%3D1%29%3Bbackground%2Drepeat%3Arepeat%2Dx%7D%2Ecarousel%2Dcontrol%2Eright%7Bright%3A0%3Bleft%3Aauto%3Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%28left%2Crgba%280%2C0%2C0%2C%2E0001%29%200%2Crgba%280%2C0%2C0%2C%2E5%29%20100%25%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%28left%2Crgba%280%2C0%2C0%2C%2E0001%29%200%2Crgba%280%2C0%2C0%2C%2E5%29%20100%25%29%3Bbackground%2Dimage%3A%2Dwebkit%2Dgradient%28linear%2Cleft%20top%2Cright%20top%2Cfrom%28rgba%280%2C0%2C0%2C%2E0001%29%29%2Cto%28rgba%280%2C0%2C0%2C%2E5%29%29%29%3Bbackground%2Dimage%3Alinear%2Dgradient%28to%20right%2Crgba%280%2C0%2C0%2C%2E0001%29%200%2Crgba%280%2C0%2C0%2C%2E5%29%20100%25%29%3Bfilter%3Aprogid%3ADXImageTransform%2EMicrosoft%2Egradient%28startColorstr%3D%27%2300000000%27%2C%20endColorstr%3D%27%2380000000%27%2C%20GradientType%3D1%29%3Bbackground%2Drepeat%3Arepeat%2Dx%7D%2Ecarousel%2Dcontrol%3Afocus%2C%2Ecarousel%2Dcontrol%3Ahover%7Bcolor%3A%23fff%3Btext%2Ddecoration%3Anone%3Bfilter%3Aalpha%28opacity%3D90%29%3Boutline%3A0%3Bopacity%3A%2E9%7D%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dleft%2C%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dright%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%7Bposition%3Aabsolute%3Btop%3A50%25%3Bz%2Dindex%3A5%3Bdisplay%3Ainline%2Dblock%3Bmargin%2Dtop%3A%2D10px%7D%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dleft%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%7Bleft%3A50%25%3Bmargin%2Dleft%3A%2D10px%7D%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dright%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%7Bright%3A50%25%3Bmargin%2Dright%3A%2D10px%7D%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%7Bwidth%3A20px%3Bheight%3A20px%3Bfont%2Dfamily%3Aserif%3Bline%2Dheight%3A1%7D%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%3Abefore%7Bcontent%3A%27%5C2039%27%7D%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%3Abefore%7Bcontent%3A%27%5C203a%27%7D%2Ecarousel%2Dindicators%7Bposition%3Aabsolute%3Bbottom%3A10px%3Bleft%3A50%25%3Bz%2Dindex%3A15%3Bwidth%3A60%25%3Bpadding%2Dleft%3A0%3Bmargin%2Dleft%3A%2D30%25%3Btext%2Dalign%3Acenter%3Blist%2Dstyle%3Anone%7D%2Ecarousel%2Dindicators%20li%7Bdisplay%3Ainline%2Dblock%3Bwidth%3A10px%3Bheight%3A10px%3Bmargin%3A1px%3Btext%2Dindent%3A%2D999px%3Bcursor%3Apointer%3Bbackground%2Dcolor%3A%23000%5C9%3Bbackground%2Dcolor%3Argba%280%2C0%2C0%2C0%29%3Bborder%3A1px%20solid%20%23fff%3Bborder%2Dradius%3A10px%7D%2Ecarousel%2Dindicators%20%2Eactive%7Bwidth%3A12px%3Bheight%3A12px%3Bmargin%3A0%3Bbackground%2Dcolor%3A%23fff%7D%2Ecarousel%2Dcaption%7Bposition%3Aabsolute%3Bright%3A15%25%3Bbottom%3A20px%3Bleft%3A15%25%3Bz%2Dindex%3A10%3Bpadding%2Dtop%3A20px%3Bpadding%2Dbottom%3A20px%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Btext%2Dshadow%3A0%201px%202px%20rgba%280%2C0%2C0%2C%2E6%29%7D%2Ecarousel%2Dcaption%20%2Ebtn%7Btext%2Dshadow%3Anone%7D%40media%20screen%20and%20%28min%2Dwidth%3A768px%29%7B%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dleft%2C%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dright%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%7Bwidth%3A30px%3Bheight%3A30px%3Bmargin%2Dtop%3A%2D15px%3Bfont%2Dsize%3A30px%7D%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dleft%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%7Bmargin%2Dleft%3A%2D15px%7D%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dright%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%7Bmargin%2Dright%3A%2D15px%7D%2Ecarousel%2Dcaption%7Bright%3A20%25%3Bleft%3A20%25%3Bpadding%2Dbottom%3A30px%7D%2Ecarousel%2Dindicators%7Bbottom%3A20px%7D%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Aafter%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Abefore%2C%2Ebtn%2Dtoolbar%3Aafter%2C%2Ebtn%2Dtoolbar%3Abefore%2C%2Eclearfix%3Aafter%2C%2Eclearfix%3Abefore%2C%2Econtainer%2Dfluid%3Aafter%2C%2Econtainer%2Dfluid%3Abefore%2C%2Econtainer%3Aafter%2C%2Econtainer%3Abefore%2C%2Edl%2Dhorizontal%20dd%3Aafter%2C%2Edl%2Dhorizontal%20dd%3Abefore%2C%2Eform%2Dhorizontal%20%2Eform%2Dgroup%3Aafter%2C%2Eform%2Dhorizontal%20%2Eform%2Dgroup%3Abefore%2C%2Emodal%2Dfooter%3Aafter%2C%2Emodal%2Dfooter%3Abefore%2C%2Enav%3Aafter%2C%2Enav%3Abefore%2C%2Enavbar%2Dcollapse%3Aafter%2C%2Enavbar%2Dcollapse%3Abefore%2C%2Enavbar%2Dheader%3Aafter%2C%2Enavbar%2Dheader%3Abefore%2C%2Enavbar%3Aafter%2C%2Enavbar%3Abefore%2C%2Epager%3Aafter%2C%2Epager%3Abefore%2C%2Epanel%2Dbody%3Aafter%2C%2Epanel%2Dbody%3Abefore%2C%2Erow%3Aafter%2C%2Erow%3Abefore%7Bdisplay%3Atable%3Bcontent%3A%22%20%22%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Aafter%2C%2Ebtn%2Dtoolbar%3Aafter%2C%2Eclearfix%3Aafter%2C%2Econtainer%2Dfluid%3Aafter%2C%2Econtainer%3Aafter%2C%2Edl%2Dhorizontal%20dd%3Aafter%2C%2Eform%2Dhorizontal%20%2Eform%2Dgroup%3Aafter%2C%2Emodal%2Dfooter%3Aafter%2C%2Enav%3Aafter%2C%2Enavbar%2Dcollapse%3Aafter%2C%2Enavbar%2Dheader%3Aafter%2C%2Enavbar%3Aafter%2C%2Epager%3Aafter%2C%2Epanel%2Dbody%3Aafter%2C%2Erow%3Aafter%7Bclear%3Aboth%7D%2Ecenter%2Dblock%7Bdisplay%3Ablock%3Bmargin%2Dright%3Aauto%3Bmargin%2Dleft%3Aauto%7D%2Epull%2Dright%7Bfloat%3Aright%21important%7D%2Epull%2Dleft%7Bfloat%3Aleft%21important%7D%2Ehide%7Bdisplay%3Anone%21important%7D%2Eshow%7Bdisplay%3Ablock%21important%7D%2Einvisible%7Bvisibility%3Ahidden%7D%2Etext%2Dhide%7Bfont%3A0%2F0%20a%3Bcolor%3Atransparent%3Btext%2Dshadow%3Anone%3Bbackground%2Dcolor%3Atransparent%3Bborder%3A0%7D%2Ehidden%7Bdisplay%3Anone%21important%7D%2Eaffix%7Bposition%3Afixed%7D%40%2Dms%2Dviewport%7Bwidth%3Adevice%2Dwidth%7D%2Evisible%2Dlg%2C%2Evisible%2Dmd%2C%2Evisible%2Dsm%2C%2Evisible%2Dxs%7Bdisplay%3Anone%21important%7D%2Evisible%2Dlg%2Dblock%2C%2Evisible%2Dlg%2Dinline%2C%2Evisible%2Dlg%2Dinline%2Dblock%2C%2Evisible%2Dmd%2Dblock%2C%2Evisible%2Dmd%2Dinline%2C%2Evisible%2Dmd%2Dinline%2Dblock%2C%2Evisible%2Dsm%2Dblock%2C%2Evisible%2Dsm%2Dinline%2C%2Evisible%2Dsm%2Dinline%2Dblock%2C%2Evisible%2Dxs%2Dblock%2C%2Evisible%2Dxs%2Dinline%2C%2Evisible%2Dxs%2Dinline%2Dblock%7Bdisplay%3Anone%21important%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Evisible%2Dxs%7Bdisplay%3Ablock%21important%7Dtable%2Evisible%2Dxs%7Bdisplay%3Atable%21important%7Dtr%2Evisible%2Dxs%7Bdisplay%3Atable%2Drow%21important%7Dtd%2Evisible%2Dxs%2Cth%2Evisible%2Dxs%7Bdisplay%3Atable%2Dcell%21important%7D%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Evisible%2Dxs%2Dblock%7Bdisplay%3Ablock%21important%7D%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Evisible%2Dxs%2Dinline%7Bdisplay%3Ainline%21important%7D%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Evisible%2Dxs%2Dinline%2Dblock%7Bdisplay%3Ainline%2Dblock%21important%7D%7D%40media%20%28min%2Dwidth%3A768px%29%20and%20%28max%2Dwidth%3A991px%29%7B%2Evisible%2Dsm%7Bdisplay%3Ablock%21important%7Dtable%2Evisible%2Dsm%7Bdisplay%3Atable%21important%7Dtr%2Evisible%2Dsm%7Bdisplay%3Atable%2Drow%21important%7Dtd%2Evisible%2Dsm%2Cth%2Evisible%2Dsm%7Bdisplay%3Atable%2Dcell%21important%7D%7D%40media%20%28min%2Dwidth%3A768px%29%20and%20%28max%2Dwidth%3A991px%29%7B%2Evisible%2Dsm%2Dblock%7Bdisplay%3Ablock%21important%7D%7D%40media%20%28min%2Dwidth%3A768px%29%20and%20%28max%2Dwidth%3A991px%29%7B%2Evisible%2Dsm%2Dinline%7Bdisplay%3Ainline%21important%7D%7D%40media%20%28min%2Dwidth%3A768px%29%20and%20%28max%2Dwidth%3A991px%29%7B%2Evisible%2Dsm%2Dinline%2Dblock%7Bdisplay%3Ainline%2Dblock%21important%7D%7D%40media%20%28min%2Dwidth%3A992px%29%20and%20%28max%2Dwidth%3A1199px%29%7B%2Evisible%2Dmd%7Bdisplay%3Ablock%21important%7Dtable%2Evisible%2Dmd%7Bdisplay%3Atable%21important%7Dtr%2Evisible%2Dmd%7Bdisplay%3Atable%2Drow%21important%7Dtd%2Evisible%2Dmd%2Cth%2Evisible%2Dmd%7Bdisplay%3Atable%2Dcell%21important%7D%7D%40media%20%28min%2Dwidth%3A992px%29%20and%20%28max%2Dwidth%3A1199px%29%7B%2Evisible%2Dmd%2Dblock%7Bdisplay%3Ablock%21important%7D%7D%40media%20%28min%2Dwidth%3A992px%29%20and%20%28max%2Dwidth%3A1199px%29%7B%2Evisible%2Dmd%2Dinline%7Bdisplay%3Ainline%21important%7D%7D%40media%20%28min%2Dwidth%3A992px%29%20and%20%28max%2Dwidth%3A1199px%29%7B%2Evisible%2Dmd%2Dinline%2Dblock%7Bdisplay%3Ainline%2Dblock%21important%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Evisible%2Dlg%7Bdisplay%3Ablock%21important%7Dtable%2Evisible%2Dlg%7Bdisplay%3Atable%21important%7Dtr%2Evisible%2Dlg%7Bdisplay%3Atable%2Drow%21important%7Dtd%2Evisible%2Dlg%2Cth%2Evisible%2Dlg%7Bdisplay%3Atable%2Dcell%21important%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Evisible%2Dlg%2Dblock%7Bdisplay%3Ablock%21important%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Evisible%2Dlg%2Dinline%7Bdisplay%3Ainline%21important%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Evisible%2Dlg%2Dinline%2Dblock%7Bdisplay%3Ainline%2Dblock%21important%7D%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Ehidden%2Dxs%7Bdisplay%3Anone%21important%7D%7D%40media%20%28min%2Dwidth%3A768px%29%20and%20%28max%2Dwidth%3A991px%29%7B%2Ehidden%2Dsm%7Bdisplay%3Anone%21important%7D%7D%40media%20%28min%2Dwidth%3A992px%29%20and%20%28max%2Dwidth%3A1199px%29%7B%2Ehidden%2Dmd%7Bdisplay%3Anone%21important%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Ehidden%2Dlg%7Bdisplay%3Anone%21important%7D%7D%2Evisible%2Dprint%7Bdisplay%3Anone%21important%7D%40media%20print%7B%2Evisible%2Dprint%7Bdisplay%3Ablock%21important%7Dtable%2Evisible%2Dprint%7Bdisplay%3Atable%21important%7Dtr%2Evisible%2Dprint%7Bdisplay%3Atable%2Drow%21important%7Dtd%2Evisible%2Dprint%2Cth%2Evisible%2Dprint%7Bdisplay%3Atable%2Dcell%21important%7D%7D%2Evisible%2Dprint%2Dblock%7Bdisplay%3Anone%21important%7D%40media%20print%7B%2Evisible%2Dprint%2Dblock%7Bdisplay%3Ablock%21important%7D%7D%2Evisible%2Dprint%2Dinline%7Bdisplay%3Anone%21important%7D%40media%20print%7B%2Evisible%2Dprint%2Dinline%7Bdisplay%3Ainline%21important%7D%7D%2Evisible%2Dprint%2Dinline%2Dblock%7Bdisplay%3Anone%21important%7D%40media%20print%7B%2Evisible%2Dprint%2Dinline%2Dblock%7Bdisplay%3Ainline%2Dblock%21important%7D%7D%40media%20print%7B%2Ehidden%2Dprint%7Bdisplay%3Anone%21important%7D%7D%0A" rel="stylesheet" />
+<script src="data:application/x-javascript;base64,/*!
 * Bootstrap v3.3.5 (http://getbootstrap.com)
 * Copyright 2011-2015 Twitter, Inc.
 * Licensed under the MIT license
 */
if("undefined"==typeof jQuery)throw new Error("Bootstrap's JavaScript requires jQuery");+function(a){"use strict";var b=a.fn.jquery.split(" ")[0].split(".");if(b[0]<2&&b[1]<9||1==b[0]&&9==b[1]&&b[2]<1)throw new Error("Bootstrap's JavaScript requires jQuery version 1.9.1 or higher")}(jQuery),+function(a){"use strict";function b(){var a=document.createElement("bootstrap"),b={WebkitTransition:"webkitTransitionEnd",MozTransition:"transitionend",OTransition:"oTransitionEnd otransitionend",transition:"transitionend"};for(var c in b)if(void 0!==a.style[c])return{end:b[c]};return!1}a.fn.emulateTransitionEnd=function(b){var c=!1,d=this;a(this).one("bsTransitionEnd",function(){c=!0});var e=function(){c||a(d).trigger(a.support.transition.end)};return setTimeout(e,b),this},a(function(){a.support.transition=b(),a.support.transition&&(a.event.special.bsTransitionEnd={bindType:a.support.transition.end,delegateType:a.support.transition.end,handle:function(b){return a(b.target).is(this)?b.handleObj.handler.apply(this,arguments):void 0}})})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var c=a(this),e=c.data("bs.alert");e||c.data("bs.alert",e=new d(this)),"string"==typeof b&&e[b].call(c)})}var c='[data-dismiss="alert"]',d=function(b){a(b).on("click",c,this.close)};d.VERSION="3.3.5",d.TRANSITION_DURATION=150,d.prototype.close=function(b){function c(){g.detach().trigger("closed.bs.alert").remove()}var e=a(this),f=e.attr("data-target");f||(f=e.attr("href"),f=f&&f.replace(/.*(?=#[^\s]*$)/,""));var g=a(f);b&&b.preventDefault(),g.length||(g=e.closest(".alert")),g.trigger(b=a.Event("close.bs.alert")),b.isDefaultPrevented()||(g.removeClass("in"),a.support.transition&&g.hasClass("fade")?g.one("bsTransitionEnd",c).emulateTransitionEnd(d.TRANSITION_DURATION):c())};var e=a.fn.alert;a.fn.alert=b,a.fn.alert.Constructor=d,a.fn.alert.noConflict=function(){return a.fn.alert=e,this},a(document).on("click.bs.alert.data-api",c,d.prototype.close)}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.button"),f="object"==typeof b&&b;e||d.data("bs.button",e=new c(this,f)),"toggle"==b?e.toggle():b&&e.setState(b)})}var c=function(b,d){this.$element=a(b),this.options=a.extend({},c.DEFAULTS,d),this.isLoading=!1};c.VERSION="3.3.5",c.DEFAULTS={loadingText:"loading..."},c.prototype.setState=function(b){var c="disabled",d=this.$element,e=d.is("input")?"val":"html",f=d.data();b+="Text",null==f.resetText&&d.data("resetText",d[e]()),setTimeout(a.proxy(function(){d[e](null==f[b]?this.options[b]:f[b]),"loadingText"==b?(this.isLoading=!0,d.addClass(c).attr(c,c)):this.isLoading&&(this.isLoading=!1,d.removeClass(c).removeAttr(c))},this),0)},c.prototype.toggle=function(){var a=!0,b=this.$element.closest('[data-toggle="buttons"]');if(b.length){var c=this.$element.find("input");"radio"==c.prop("type")?(c.prop("checked")&&(a=!1),b.find(".active").removeClass("active"),this.$element.addClass("active")):"checkbox"==c.prop("type")&&(c.prop("checked")!==this.$element.hasClass("active")&&(a=!1),this.$element.toggleClass("active")),c.prop("checked",this.$element.hasClass("active")),a&&c.trigger("change")}else this.$element.attr("aria-pressed",!this.$element.hasClass("active")),this.$element.toggleClass("active")};var d=a.fn.button;a.fn.button=b,a.fn.button.Constructor=c,a.fn.button.noConflict=function(){return a.fn.button=d,this},a(document).on("click.bs.button.data-api",'[data-toggle^="button"]',function(c){var d=a(c.target);d.hasClass("btn")||(d=d.closest(".btn")),b.call(d,"toggle"),a(c.target).is('input[type="radio"]')||a(c.target).is('input[type="checkbox"]')||c.preventDefault()}).on("focus.bs.button.data-api blur.bs.button.data-api",'[data-toggle^="button"]',function(b){a(b.target).closest(".btn").toggleClass("focus",/^focus(in)?$/.test(b.type))})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.carousel"),f=a.extend({},c.DEFAULTS,d.data(),"object"==typeof b&&b),g="string"==typeof b?b:f.slide;e||d.data("bs.carousel",e=new c(this,f)),"number"==typeof b?e.to(b):g?e[g]():f.interval&&e.pause().cycle()})}var c=function(b,c){this.$element=a(b),this.$indicators=this.$element.find(".carousel-indicators"),this.options=c,this.paused=null,this.sliding=null,this.interval=null,this.$active=null,this.$items=null,this.options.keyboard&&this.$element.on("keydown.bs.carousel",a.proxy(this.keydown,this)),"hover"==this.options.pause&&!("ontouchstart"in document.documentElement)&&this.$element.on("mouseenter.bs.carousel",a.proxy(this.pause,this)).on("mouseleave.bs.carousel",a.proxy(this.cycle,this))};c.VERSION="3.3.5",c.TRANSITION_DURATION=600,c.DEFAULTS={interval:5e3,pause:"hover",wrap:!0,keyboard:!0},c.prototype.keydown=function(a){if(!/input|textarea/i.test(a.target.tagName)){switch(a.which){case 37:this.prev();break;case 39:this.next();break;default:return}a.preventDefault()}},c.prototype.cycle=function(b){return b||(this.paused=!1),this.interval&&clearInterval(this.interval),this.options.interval&&!this.paused&&(this.interval=setInterval(a.proxy(this.next,this),this.options.interval)),this},c.prototype.getItemIndex=function(a){return this.$items=a.parent().children(".item"),this.$items.index(a||this.$active)},c.prototype.getItemForDirection=function(a,b){var c=this.getItemIndex(b),d="prev"==a&&0===c||"next"==a&&c==this.$items.length-1;if(d&&!this.options.wrap)return b;var e="prev"==a?-1:1,f=(c+e)%this.$items.length;return this.$items.eq(f)},c.prototype.to=function(a){var b=this,c=this.getItemIndex(this.$active=this.$element.find(".item.active"));return a>this.$items.length-1||0>a?void 0:this.sliding?this.$element.one("slid.bs.carousel",function(){b.to(a)}):c==a?this.pause().cycle():this.slide(a>c?"next":"prev",this.$items.eq(a))},c.prototype.pause=function(b){return b||(this.paused=!0),this.$element.find(".next, .prev").length&&a.support.transition&&(this.$element.trigger(a.support.transition.end),this.cycle(!0)),this.interval=clearInterval(this.interval),this},c.prototype.next=function(){return this.sliding?void 0:this.slide("next")},c.prototype.prev=function(){return this.sliding?void 0:this.slide("prev")},c.prototype.slide=function(b,d){var e=this.$element.find(".item.active"),f=d||this.getItemForDirection(b,e),g=this.interval,h="next"==b?"left":"right",i=this;if(f.hasClass("active"))return this.sliding=!1;var j=f[0],k=a.Event("slide.bs.carousel",{relatedTarget:j,direction:h});if(this.$element.trigger(k),!k.isDefaultPrevented()){if(this.sliding=!0,g&&this.pause(),this.$indicators.length){this.$indicators.find(".active").removeClass("active");var l=a(this.$indicators.children()[this.getItemIndex(f)]);l&&l.addClass("active")}var m=a.Event("slid.bs.carousel",{relatedTarget:j,direction:h});return a.support.transition&&this.$element.hasClass("slide")?(f.addClass(b),f[0].offsetWidth,e.addClass(h),f.addClass(h),e.one("bsTransitionEnd",function(){f.removeClass([b,h].join(" ")).addClass("active"),e.removeClass(["active",h].join(" ")),i.sliding=!1,setTimeout(function(){i.$element.trigger(m)},0)}).emulateTransitionEnd(c.TRANSITION_DURATION)):(e.removeClass("active"),f.addClass("active"),this.sliding=!1,this.$element.trigger(m)),g&&this.cycle(),this}};var d=a.fn.carousel;a.fn.carousel=b,a.fn.carousel.Constructor=c,a.fn.carousel.noConflict=function(){return a.fn.carousel=d,this};var e=function(c){var d,e=a(this),f=a(e.attr("data-target")||(d=e.attr("href"))&&d.replace(/.*(?=#[^\s]+$)/,""));if(f.hasClass("carousel")){var g=a.extend({},f.data(),e.data()),h=e.attr("data-slide-to");h&&(g.interval=!1),b.call(f,g),h&&f.data("bs.carousel").to(h),c.preventDefault()}};a(document).on("click.bs.carousel.data-api","[data-slide]",e).on("click.bs.carousel.data-api","[data-slide-to]",e),a(window).on("load",function(){a('[data-ride="carousel"]').each(function(){var c=a(this);b.call(c,c.data())})})}(jQuery),+function(a){"use strict";function b(b){var c,d=b.attr("data-target")||(c=b.attr("href"))&&c.replace(/.*(?=#[^\s]+$)/,"");return a(d)}function c(b){return this.each(function(){var c=a(this),e=c.data("bs.collapse"),f=a.extend({},d.DEFAULTS,c.data(),"object"==typeof b&&b);!e&&f.toggle&&/show|hide/.test(b)&&(f.toggle=!1),e||c.data("bs.collapse",e=new d(this,f)),"string"==typeof b&&e[b]()})}var d=function(b,c){this.$element=a(b),this.options=a.extend({},d.DEFAULTS,c),this.$trigger=a('[data-toggle="collapse"][href="#'+b.id+'"],[data-toggle="collapse"][data-target="#'+b.id+'"]'),this.transitioning=null,this.options.parent?this.$parent=this.getParent():this.addAriaAndCollapsedClass(this.$element,this.$trigger),this.options.toggle&&this.toggle()};d.VERSION="3.3.5",d.TRANSITION_DURATION=350,d.DEFAULTS={toggle:!0},d.prototype.dimension=function(){var a=this.$element.hasClass("width");return a?"width":"height"},d.prototype.show=function(){if(!this.transitioning&&!this.$element.hasClass("in")){var b,e=this.$parent&&this.$parent.children(".panel").children(".in, .collapsing");if(!(e&&e.length&&(b=e.data("bs.collapse"),b&&b.transitioning))){var f=a.Event("show.bs.collapse");if(this.$element.trigger(f),!f.isDefaultPrevented()){e&&e.length&&(c.call(e,"hide"),b||e.data("bs.collapse",null));var g=this.dimension();this.$element.removeClass("collapse").addClass("collapsing")[g](0).attr("aria-expanded",!0),this.$trigger.removeClass("collapsed").attr("aria-expanded",!0),this.transitioning=1;var h=function(){this.$element.removeClass("collapsing").addClass("collapse in")[g](""),this.transitioning=0,this.$element.trigger("shown.bs.collapse")};if(!a.support.transition)return h.call(this);var i=a.camelCase(["scroll",g].join("-"));this.$element.one("bsTransitionEnd",a.proxy(h,this)).emulateTransitionEnd(d.TRANSITION_DURATION)[g](this.$element[0][i])}}}},d.prototype.hide=function(){if(!this.transitioning&&this.$element.hasClass("in")){var b=a.Event("hide.bs.collapse");if(this.$element.trigger(b),!b.isDefaultPrevented()){var c=this.dimension();this.$element[c](this.$element[c]())[0].offsetHeight,this.$element.addClass("collapsing").removeClass("collapse in").attr("aria-expanded",!1),this.$trigger.addClass("collapsed").attr("aria-expanded",!1),this.transitioning=1;var e=function(){this.transitioning=0,this.$element.removeClass("collapsing").addClass("collapse").trigger("hidden.bs.collapse")};return a.support.transition?void this.$element[c](0).one("bsTransitionEnd",a.proxy(e,this)).emulateTransitionEnd(d.TRANSITION_DURATION):e.call(this)}}},d.prototype.toggle=function(){this[this.$element.hasClass("in")?"hide":"show"]()},d.prototype.getParent=function(){return a(this.options.parent).find('[data-toggle="collapse"][data-parent="'+this.options.parent+'"]').each(a.proxy(function(c,d){var e=a(d);this.addAriaAndCollapsedClass(b(e),e)},this)).end()},d.prototype.addAriaAndCollapsedClass=function(a,b){var c=a.hasClass("in");a.attr("aria-expanded",c),b.toggleClass("collapsed",!c).attr("aria-expanded",c)};var e=a.fn.collapse;a.fn.collapse=c,a.fn.collapse.Constructor=d,a.fn.collapse.noConflict=function(){return a.fn.collapse=e,this},a(document).on("click.bs.collapse.data-api",'[data-toggle="collapse"]',function(d){var e=a(this);e.attr("data-target")||d.preventDefault();var f=b(e),g=f.data("bs.collapse"),h=g?"toggle":e.data();c.call(f,h)})}(jQuery),+function(a){"use strict";function b(b){var c=b.attr("data-target");c||(c=b.attr("href"),c=c&&/#[A-Za-z]/.test(c)&&c.replace(/.*(?=#[^\s]*$)/,""));var d=c&&a(c);return d&&d.length?d:b.parent()}function c(c){c&&3===c.which||(a(e).remove(),a(f).each(function(){var d=a(this),e=b(d),f={relatedTarget:this};e.hasClass("open")&&(c&&"click"==c.type&&/input|textarea/i.test(c.target.tagName)&&a.contains(e[0],c.target)||(e.trigger(c=a.Event("hide.bs.dropdown",f)),c.isDefaultPrevented()||(d.attr("aria-expanded","false"),e.removeClass("open").trigger("hidden.bs.dropdown",f))))}))}function d(b){return this.each(function(){var c=a(this),d=c.data("bs.dropdown");d||c.data("bs.dropdown",d=new g(this)),"string"==typeof b&&d[b].call(c)})}var e=".dropdown-backdrop",f='[data-toggle="dropdown"]',g=function(b){a(b).on("click.bs.dropdown",this.toggle)};g.VERSION="3.3.5",g.prototype.toggle=function(d){var e=a(this);if(!e.is(".disabled, :disabled")){var f=b(e),g=f.hasClass("open");if(c(),!g){"ontouchstart"in document.documentElement&&!f.closest(".navbar-nav").length&&a(document.createElement("div")).addClass("dropdown-backdrop").insertAfter(a(this)).on("click",c);var h={relatedTarget:this};if(f.trigger(d=a.Event("show.bs.dropdown",h)),d.isDefaultPrevented())return;e.trigger("focus").attr("aria-expanded","true"),f.toggleClass("open").trigger("shown.bs.dropdown",h)}return!1}},g.prototype.keydown=function(c){if(/(38|40|27|32)/.test(c.which)&&!/input|textarea/i.test(c.target.tagName)){var d=a(this);if(c.preventDefault(),c.stopPropagation(),!d.is(".disabled, :disabled")){var e=b(d),g=e.hasClass("open");if(!g&&27!=c.which||g&&27==c.which)return 27==c.which&&e.find(f).trigger("focus"),d.trigger("click");var h=" li:not(.disabled):visible a",i=e.find(".dropdown-menu"+h);if(i.length){var j=i.index(c.target);38==c.which&&j>0&&j--,40==c.which&&j<i.length-1&&j++,~j||(j=0),i.eq(j).trigger("focus")}}}};var h=a.fn.dropdown;a.fn.dropdown=d,a.fn.dropdown.Constructor=g,a.fn.dropdown.noConflict=function(){return a.fn.dropdown=h,this},a(document).on("click.bs.dropdown.data-api",c).on("click.bs.dropdown.data-api",".dropdown form",function(a){a.stopPropagation()}).on("click.bs.dropdown.data-api",f,g.prototype.toggle).on("keydown.bs.dropdown.data-api",f,g.prototype.keydown).on("keydown.bs.dropdown.data-api",".dropdown-menu",g.prototype.keydown)}(jQuery),+function(a){"use strict";function b(b,d){return this.each(function(){var e=a(this),f=e.data("bs.modal"),g=a.extend({},c.DEFAULTS,e.data(),"object"==typeof b&&b);f||e.data("bs.modal",f=new c(this,g)),"string"==typeof b?f[b](d):g.show&&f.show(d)})}var c=function(b,c){this.options=c,this.$body=a(document.body),this.$element=a(b),this.$dialog=this.$element.find(".modal-dialog"),this.$backdrop=null,this.isShown=null,this.originalBodyPad=null,this.scrollbarWidth=0,this.ignoreBackdropClick=!1,this.options.remote&&this.$element.find(".modal-content").load(this.options.remote,a.proxy(function(){this.$element.trigger("loaded.bs.modal")},this))};c.VERSION="3.3.5",c.TRANSITION_DURATION=300,c.BACKDROP_TRANSITION_DURATION=150,c.DEFAULTS={backdrop:!0,keyboard:!0,show:!0},c.prototype.toggle=function(a){return this.isShown?this.hide():this.show(a)},c.prototype.show=function(b){var d=this,e=a.Event("show.bs.modal",{relatedTarget:b});this.$element.trigger(e),this.isShown||e.isDefaultPrevented()||(this.isShown=!0,this.checkScrollbar(),this.setScrollbar(),this.$body.addClass("modal-open"),this.escape(),this.resize(),this.$element.on("click.dismiss.bs.modal",'[data-dismiss="modal"]',a.proxy(this.hide,this)),this.$dialog.on("mousedown.dismiss.bs.modal",function(){d.$element.one("mouseup.dismiss.bs.modal",function(b){a(b.target).is(d.$element)&&(d.ignoreBackdropClick=!0)})}),this.backdrop(function(){var e=a.support.transition&&d.$element.hasClass("fade");d.$element.parent().length||d.$element.appendTo(d.$body),d.$element.show().scrollTop(0),d.adjustDialog(),e&&d.$element[0].offsetWidth,d.$element.addClass("in"),d.enforceFocus();var f=a.Event("shown.bs.modal",{relatedTarget:b});e?d.$dialog.one("bsTransitionEnd",function(){d.$element.trigger("focus").trigger(f)}).emulateTransitionEnd(c.TRANSITION_DURATION):d.$element.trigger("focus").trigger(f)}))},c.prototype.hide=function(b){b&&b.preventDefault(),b=a.Event("hide.bs.modal"),this.$element.trigger(b),this.isShown&&!b.isDefaultPrevented()&&(this.isShown=!1,this.escape(),this.resize(),a(document).off("focusin.bs.modal"),this.$element.removeClass("in").off("click.dismiss.bs.modal").off("mouseup.dismiss.bs.modal"),this.$dialog.off("mousedown.dismiss.bs.modal"),a.support.transition&&this.$element.hasClass("fade")?this.$element.one("bsTransitionEnd",a.proxy(this.hideModal,this)).emulateTransitionEnd(c.TRANSITION_DURATION):this.hideModal())},c.prototype.enforceFocus=function(){a(document).off("focusin.bs.modal").on("focusin.bs.modal",a.proxy(function(a){this.$element[0]===a.target||this.$element.has(a.target).length||this.$element.trigger("focus")},this))},c.prototype.escape=function(){this.isShown&&this.options.keyboard?this.$element.on("keydown.dismiss.bs.modal",a.proxy(function(a){27==a.which&&this.hide()},this)):this.isShown||this.$element.off("keydown.dismiss.bs.modal")},c.prototype.resize=function(){this.isShown?a(window).on("resize.bs.modal",a.proxy(this.handleUpdate,this)):a(window).off("resize.bs.modal")},c.prototype.hideModal=function(){var a=this;this.$element.hide(),this.backdrop(function(){a.$body.removeClass("modal-open"),a.resetAdjustments(),a.resetScrollbar(),a.$element.trigger("hidden.bs.modal")})},c.prototype.removeBackdrop=function(){this.$backdrop&&this.$backdrop.remove(),this.$backdrop=null},c.prototype.backdrop=function(b){var d=this,e=this.$element.hasClass("fade")?"fade":"";if(this.isShown&&this.options.backdrop){var f=a.support.transition&&e;if(this.$backdrop=a(document.createElement("div")).addClass("modal-backdrop "+e).appendTo(this.$body),this.$element.on("click.dismiss.bs.modal",a.proxy(function(a){return this.ignoreBackdropClick?void(this.ignoreBackdropClick=!1):void(a.target===a.currentTarget&&("static"==this.options.backdrop?this.$element[0].focus():this.hide()))},this)),f&&this.$backdrop[0].offsetWidth,this.$backdrop.addClass("in"),!b)return;f?this.$backdrop.one("bsTransitionEnd",b).emulateTransitionEnd(c.BACKDROP_TRANSITION_DURATION):b()}else if(!this.isShown&&this.$backdrop){this.$backdrop.removeClass("in");var g=function(){d.removeBackdrop(),b&&b()};a.support.transition&&this.$element.hasClass("fade")?this.$backdrop.one("bsTransitionEnd",g).emulateTransitionEnd(c.BACKDROP_TRANSITION_DURATION):g()}else b&&b()},c.prototype.handleUpdate=function(){this.adjustDialog()},c.prototype.adjustDialog=function(){var a=this.$element[0].scrollHeight>document.documentElement.clientHeight;this.$element.css({paddingLeft:!this.bodyIsOverflowing&&a?this.scrollbarWidth:"",paddingRight:this.bodyIsOverflowing&&!a?this.scrollbarWidth:""})},c.prototype.resetAdjustments=function(){this.$element.css({paddingLeft:"",paddingRight:""})},c.prototype.checkScrollbar=function(){var a=window.innerWidth;if(!a){var b=document.documentElement.getBoundingClientRect();a=b.right-Math.abs(b.left)}this.bodyIsOverflowing=document.body.clientWidth<a,this.scrollbarWidth=this.measureScrollbar()},c.prototype.setScrollbar=function(){var a=parseInt(this.$body.css("padding-right")||0,10);this.originalBodyPad=document.body.style.paddingRight||"",this.bodyIsOverflowing&&this.$body.css("padding-right",a+this.scrollbarWidth)},c.prototype.resetScrollbar=function(){this.$body.css("padding-right",this.originalBodyPad)},c.prototype.measureScrollbar=function(){var a=document.createElement("div");a.className="modal-scrollbar-measure",this.$body.append(a);var b=a.offsetWidth-a.clientWidth;return this.$body[0].removeChild(a),b};var d=a.fn.modal;a.fn.modal=b,a.fn.modal.Constructor=c,a.fn.modal.noConflict=function(){return a.fn.modal=d,this},a(document).on("click.bs.modal.data-api",'[data-toggle="modal"]',function(c){var d=a(this),e=d.attr("href"),f=a(d.attr("data-target")||e&&e.replace(/.*(?=#[^\s]+$)/,"")),g=f.data("bs.modal")?"toggle":a.extend({remote:!/#/.test(e)&&e},f.data(),d.data());d.is("a")&&c.preventDefault(),f.one("show.bs.modal",function(a){a.isDefaultPrevented()||f.one("hidden.bs.modal",function(){d.is(":visible")&&d.trigger("focus")})}),b.call(f,g,this)})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.tooltip"),f="object"==typeof b&&b;(e||!/destroy|hide/.test(b))&&(e||d.data("bs.tooltip",e=new c(this,f)),"string"==typeof b&&e[b]())})}var c=function(a,b){this.type=null,this.options=null,this.enabled=null,this.timeout=null,this.hoverState=null,this.$element=null,this.inState=null,this.init("tooltip",a,b)};c.VERSION="3.3.5",c.TRANSITION_DURATION=150,c.DEFAULTS={animation:!0,placement:"top",selector:!1,template:'<div class="tooltip" role="tooltip"><div class="tooltip-arrow"></div><div class="tooltip-inner"></div></div>',trigger:"hover focus",title:"",delay:0,html:!1,container:!1,viewport:{selector:"body",padding:0}},c.prototype.init=function(b,c,d){if(this.enabled=!0,this.type=b,this.$element=a(c),this.options=this.getOptions(d),this.$viewport=this.options.viewport&&a(a.isFunction(this.options.viewport)?this.options.viewport.call(this,this.$element):this.options.viewport.selector||this.options.viewport),this.inState={click:!1,hover:!1,focus:!1},this.$element[0]instanceof document.constructor&&!this.options.selector)throw new Error("`selector` option must be specified when initializing "+this.type+" on the window.document object!");for(var e=this.options.trigger.split(" "),f=e.length;f--;){var g=e[f];if("click"==g)this.$element.on("click."+this.type,this.options.selector,a.proxy(this.toggle,this));else if("manual"!=g){var h="hover"==g?"mouseenter":"focusin",i="hover"==g?"mouseleave":"focusout";this.$element.on(h+"."+this.type,this.options.selector,a.proxy(this.enter,this)),this.$element.on(i+"."+this.type,this.options.selector,a.proxy(this.leave,this))}}this.options.selector?this._options=a.extend({},this.options,{trigger:"manual",selector:""}):this.fixTitle()},c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.getOptions=function(b){return b=a.extend({},this.getDefaults(),this.$element.data(),b),b.delay&&"number"==typeof b.delay&&(b.delay={show:b.delay,hide:b.delay}),b},c.prototype.getDelegateOptions=function(){var b={},c=this.getDefaults();return this._options&&a.each(this._options,function(a,d){c[a]!=d&&(b[a]=d)}),b},c.prototype.enter=function(b){var c=b instanceof this.constructor?b:a(b.currentTarget).data("bs."+this.type);return c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c)),b instanceof a.Event&&(c.inState["focusin"==b.type?"focus":"hover"]=!0),c.tip().hasClass("in")||"in"==c.hoverState?void(c.hoverState="in"):(clearTimeout(c.timeout),c.hoverState="in",c.options.delay&&c.options.delay.show?void(c.timeout=setTimeout(function(){"in"==c.hoverState&&c.show()},c.options.delay.show)):c.show())},c.prototype.isInStateTrue=function(){for(var a in this.inState)if(this.inState[a])return!0;return!1},c.prototype.leave=function(b){var c=b instanceof this.constructor?b:a(b.currentTarget).data("bs."+this.type);return c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c)),b instanceof a.Event&&(c.inState["focusout"==b.type?"focus":"hover"]=!1),c.isInStateTrue()?void 0:(clearTimeout(c.timeout),c.hoverState="out",c.options.delay&&c.options.delay.hide?void(c.timeout=setTimeout(function(){"out"==c.hoverState&&c.hide()},c.options.delay.hide)):c.hide())},c.prototype.show=function(){var b=a.Event("show.bs."+this.type);if(this.hasContent()&&this.enabled){this.$element.trigger(b);var d=a.contains(this.$element[0].ownerDocument.documentElement,this.$element[0]);if(b.isDefaultPrevented()||!d)return;var e=this,f=this.tip(),g=this.getUID(this.type);this.setContent(),f.attr("id",g),this.$element.attr("aria-describedby",g),this.options.animation&&f.addClass("fade");var h="function"==typeof this.options.placement?this.options.placement.call(this,f[0],this.$element[0]):this.options.placement,i=/\s?auto?\s?/i,j=i.test(h);j&&(h=h.replace(i,"")||"top"),f.detach().css({top:0,left:0,display:"block"}).addClass(h).data("bs."+this.type,this),this.options.container?f.appendTo(this.options.container):f.insertAfter(this.$element),this.$element.trigger("inserted.bs."+this.type);var k=this.getPosition(),l=f[0].offsetWidth,m=f[0].offsetHeight;if(j){var n=h,o=this.getPosition(this.$viewport);h="bottom"==h&&k.bottom+m>o.bottom?"top":"top"==h&&k.top-m<o.top?"bottom":"right"==h&&k.right+l>o.width?"left":"left"==h&&k.left-l<o.left?"right":h,f.removeClass(n).addClass(h)}var p=this.getCalculatedOffset(h,k,l,m);this.applyPlacement(p,h);var q=function(){var a=e.hoverState;e.$element.trigger("shown.bs."+e.type),e.hoverState=null,"out"==a&&e.leave(e)};a.support.transition&&this.$tip.hasClass("fade")?f.one("bsTransitionEnd",q).emulateTransitionEnd(c.TRANSITION_DURATION):q()}},c.prototype.applyPlacement=function(b,c){var d=this.tip(),e=d[0].offsetWidth,f=d[0].offsetHeight,g=parseInt(d.css("margin-top"),10),h=parseInt(d.css("margin-left"),10);isNaN(g)&&(g=0),isNaN(h)&&(h=0),b.top+=g,b.left+=h,a.offset.setOffset(d[0],a.extend({using:function(a){d.css({top:Math.round(a.top),left:Math.round(a.left)})}},b),0),d.addClass("in");var i=d[0].offsetWidth,j=d[0].offsetHeight;"top"==c&&j!=f&&(b.top=b.top+f-j);var k=this.getViewportAdjustedDelta(c,b,i,j);k.left?b.left+=k.left:b.top+=k.top;var l=/top|bottom/.test(c),m=l?2*k.left-e+i:2*k.top-f+j,n=l?"offsetWidth":"offsetHeight";d.offset(b),this.replaceArrow(m,d[0][n],l)},c.prototype.replaceArrow=function(a,b,c){this.arrow().css(c?"left":"top",50*(1-a/b)+"%").css(c?"top":"left","")},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle();a.find(".tooltip-inner")[this.options.html?"html":"text"](b),a.removeClass("fade in top bottom left right")},c.prototype.hide=function(b){function d(){"in"!=e.hoverState&&f.detach(),e.$element.removeAttr("aria-describedby").trigger("hidden.bs."+e.type),b&&b()}var e=this,f=a(this.$tip),g=a.Event("hide.bs."+this.type);return this.$element.trigger(g),g.isDefaultPrevented()?void 0:(f.removeClass("in"),a.support.transition&&f.hasClass("fade")?f.one("bsTransitionEnd",d).emulateTransitionEnd(c.TRANSITION_DURATION):d(),this.hoverState=null,this)},c.prototype.fixTitle=function(){var a=this.$element;(a.attr("title")||"string"!=typeof a.attr("data-original-title"))&&a.attr("data-original-title",a.attr("title")||"").attr("title","")},c.prototype.hasContent=function(){return this.getTitle()},c.prototype.getPosition=function(b){b=b||this.$element;var c=b[0],d="BODY"==c.tagName,e=c.getBoundingClientRect();null==e.width&&(e=a.extend({},e,{width:e.right-e.left,height:e.bottom-e.top}));var f=d?{top:0,left:0}:b.offset(),g={scroll:d?document.documentElement.scrollTop||document.body.scrollTop:b.scrollTop()},h=d?{width:a(window).width(),height:a(window).height()}:null;return a.extend({},e,g,h,f)},c.prototype.getCalculatedOffset=function(a,b,c,d){return"bottom"==a?{top:b.top+b.height,left:b.left+b.width/2-c/2}:"top"==a?{top:b.top-d,left:b.left+b.width/2-c/2}:"left"==a?{top:b.top+b.height/2-d/2,left:b.left-c}:{top:b.top+b.height/2-d/2,left:b.left+b.width}},c.prototype.getViewportAdjustedDelta=function(a,b,c,d){var e={top:0,left:0};if(!this.$viewport)return e;var f=this.options.viewport&&this.options.viewport.padding||0,g=this.getPosition(this.$viewport);if(/right|left/.test(a)){var h=b.top-f-g.scroll,i=b.top+f-g.scroll+d;h<g.top?e.top=g.top-h:i>g.top+g.height&&(e.top=g.top+g.height-i)}else{var j=b.left-f,k=b.left+f+c;j<g.left?e.left=g.left-j:k>g.right&&(e.left=g.left+g.width-k)}return e},c.prototype.getTitle=function(){var a,b=this.$element,c=this.options;return a=b.attr("data-original-title")||("function"==typeof c.title?c.title.call(b[0]):c.title)},c.prototype.getUID=function(a){do a+=~~(1e6*Math.random());while(document.getElementById(a));return a},c.prototype.tip=function(){if(!this.$tip&&(this.$tip=a(this.options.template),1!=this.$tip.length))throw new Error(this.type+" `template` option must consist of exactly 1 top-level element!");return this.$tip},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(".tooltip-arrow")},c.prototype.enable=function(){this.enabled=!0},c.prototype.disable=function(){this.enabled=!1},c.prototype.toggleEnabled=function(){this.enabled=!this.enabled},c.prototype.toggle=function(b){var c=this;b&&(c=a(b.currentTarget).data("bs."+this.type),c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c))),b?(c.inState.click=!c.inState.click,c.isInStateTrue()?c.enter(c):c.leave(c)):c.tip().hasClass("in")?c.leave(c):c.enter(c)},c.prototype.destroy=function(){var a=this;clearTimeout(this.timeout),this.hide(function(){a.$element.off("."+a.type).removeData("bs."+a.type),a.$tip&&a.$tip.detach(),a.$tip=null,a.$arrow=null,a.$viewport=null})};var d=a.fn.tooltip;a.fn.tooltip=b,a.fn.tooltip.Constructor=c,a.fn.tooltip.noConflict=function(){return a.fn.tooltip=d,this}}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.popover"),f="object"==typeof b&&b;(e||!/destroy|hide/.test(b))&&(e||d.data("bs.popover",e=new c(this,f)),"string"==typeof b&&e[b]())})}var c=function(a,b){this.init("popover",a,b)};if(!a.fn.tooltip)throw new Error("Popover requires tooltip.js");c.VERSION="3.3.5",c.DEFAULTS=a.extend({},a.fn.tooltip.Constructor.DEFAULTS,{placement:"right",trigger:"click",content:"",template:'<div class="popover" role="tooltip"><div class="arrow"></div><h3 class="popover-title"></h3><div class="popover-content"></div></div>'}),c.prototype=a.extend({},a.fn.tooltip.Constructor.prototype),c.prototype.constructor=c,c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle(),c=this.getContent();a.find(".popover-title")[this.options.html?"html":"text"](b),a.find(".popover-content").children().detach().end()[this.options.html?"string"==typeof c?"html":"append":"text"](c),a.removeClass("fade top bottom left right in"),a.find(".popover-title").html()||a.find(".popover-title").hide()},c.prototype.hasContent=function(){return this.getTitle()||this.getContent()},c.prototype.getContent=function(){var a=this.$element,b=this.options;return a.attr("data-content")||("function"==typeof b.content?b.content.call(a[0]):b.content)},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(".arrow")};var d=a.fn.popover;a.fn.popover=b,a.fn.popover.Constructor=c,a.fn.popover.noConflict=function(){return a.fn.popover=d,this}}(jQuery),+function(a){"use strict";function b(c,d){this.$body=a(document.body),this.$scrollElement=a(a(c).is(document.body)?window:c),this.options=a.extend({},b.DEFAULTS,d),this.selector=(this.options.target||"")+" .nav li > a",this.offsets=[],this.targets=[],this.activeTarget=null,this.scrollHeight=0,this.$scrollElement.on("scroll.bs.scrollspy",a.proxy(this.process,this)),this.refresh(),this.process()}function c(c){return this.each(function(){var d=a(this),e=d.data("bs.scrollspy"),f="object"==typeof c&&c;e||d.data("bs.scrollspy",e=new b(this,f)),"string"==typeof c&&e[c]()})}b.VERSION="3.3.5",b.DEFAULTS={offset:10},b.prototype.getScrollHeight=function(){return this.$scrollElement[0].scrollHeight||Math.max(this.$body[0].scrollHeight,document.documentElement.scrollHeight)},b.prototype.refresh=function(){var b=this,c="offset",d=0;this.offsets=[],this.targets=[],this.scrollHeight=this.getScrollHeight(),a.isWindow(this.$scrollElement[0])||(c="position",d=this.$scrollElement.scrollTop()),this.$body.find(this.selector).map(function(){var b=a(this),e=b.data("target")||b.attr("href"),f=/^#./.test(e)&&a(e);return f&&f.length&&f.is(":visible")&&[[f[c]().top+d,e]]||null}).sort(function(a,b){return a[0]-b[0]}).each(function(){b.offsets.push(this[0]),b.targets.push(this[1])})},b.prototype.process=function(){var a,b=this.$scrollElement.scrollTop()+this.options.offset,c=this.getScrollHeight(),d=this.options.offset+c-this.$scrollElement.height(),e=this.offsets,f=this.targets,g=this.activeTarget;if(this.scrollHeight!=c&&this.refresh(),b>=d)return g!=(a=f[f.length-1])&&this.activate(a);if(g&&b<e[0])return this.activeTarget=null,this.clear();for(a=e.length;a--;)g!=f[a]&&b>=e[a]&&(void 0===e[a+1]||b<e[a+1])&&this.activate(f[a])},b.prototype.activate=function(b){this.activeTarget=b,this.clear();var c=this.selector+'[data-target="'+b+'"],'+this.selector+'[href="'+b+'"]',d=a(c).parents("li").addClass("active");d.parent(".dropdown-menu").length&&(d=d.closest("li.dropdown").addClass("active")),
d.trigger("activate.bs.scrollspy")},b.prototype.clear=function(){a(this.selector).parentsUntil(this.options.target,".active").removeClass("active")};var d=a.fn.scrollspy;a.fn.scrollspy=c,a.fn.scrollspy.Constructor=b,a.fn.scrollspy.noConflict=function(){return a.fn.scrollspy=d,this},a(window).on("load.bs.scrollspy.data-api",function(){a('[data-spy="scroll"]').each(function(){var b=a(this);c.call(b,b.data())})})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.tab");e||d.data("bs.tab",e=new c(this)),"string"==typeof b&&e[b]()})}var c=function(b){this.element=a(b)};c.VERSION="3.3.5",c.TRANSITION_DURATION=150,c.prototype.show=function(){var b=this.element,c=b.closest("ul:not(.dropdown-menu)"),d=b.data("target");if(d||(d=b.attr("href"),d=d&&d.replace(/.*(?=#[^\s]*$)/,"")),!b.parent("li").hasClass("active")){var e=c.find(".active:last a"),f=a.Event("hide.bs.tab",{relatedTarget:b[0]}),g=a.Event("show.bs.tab",{relatedTarget:e[0]});if(e.trigger(f),b.trigger(g),!g.isDefaultPrevented()&&!f.isDefaultPrevented()){var h=a(d);this.activate(b.closest("li"),c),this.activate(h,h.parent(),function(){e.trigger({type:"hidden.bs.tab",relatedTarget:b[0]}),b.trigger({type:"shown.bs.tab",relatedTarget:e[0]})})}}},c.prototype.activate=function(b,d,e){function f(){g.removeClass("active").find("> .dropdown-menu > .active").removeClass("active").end().find('[data-toggle="tab"]').attr("aria-expanded",!1),b.addClass("active").find('[data-toggle="tab"]').attr("aria-expanded",!0),h?(b[0].offsetWidth,b.addClass("in")):b.removeClass("fade"),b.parent(".dropdown-menu").length&&b.closest("li.dropdown").addClass("active").end().find('[data-toggle="tab"]').attr("aria-expanded",!0),e&&e()}var g=d.find("> .active"),h=e&&a.support.transition&&(g.length&&g.hasClass("fade")||!!d.find("> .fade").length);g.length&&h?g.one("bsTransitionEnd",f).emulateTransitionEnd(c.TRANSITION_DURATION):f(),g.removeClass("in")};var d=a.fn.tab;a.fn.tab=b,a.fn.tab.Constructor=c,a.fn.tab.noConflict=function(){return a.fn.tab=d,this};var e=function(c){c.preventDefault(),b.call(a(this),"show")};a(document).on("click.bs.tab.data-api",'[data-toggle="tab"]',e).on("click.bs.tab.data-api",'[data-toggle="pill"]',e)}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.affix"),f="object"==typeof b&&b;e||d.data("bs.affix",e=new c(this,f)),"string"==typeof b&&e[b]()})}var c=function(b,d){this.options=a.extend({},c.DEFAULTS,d),this.$target=a(this.options.target).on("scroll.bs.affix.data-api",a.proxy(this.checkPosition,this)).on("click.bs.affix.data-api",a.proxy(this.checkPositionWithEventLoop,this)),this.$element=a(b),this.affixed=null,this.unpin=null,this.pinnedOffset=null,this.checkPosition()};c.VERSION="3.3.5",c.RESET="affix affix-top affix-bottom",c.DEFAULTS={offset:0,target:window},c.prototype.getState=function(a,b,c,d){var e=this.$target.scrollTop(),f=this.$element.offset(),g=this.$target.height();if(null!=c&&"top"==this.affixed)return c>e?"top":!1;if("bottom"==this.affixed)return null!=c?e+this.unpin<=f.top?!1:"bottom":a-d>=e+g?!1:"bottom";var h=null==this.affixed,i=h?e:f.top,j=h?g:b;return null!=c&&c>=e?"top":null!=d&&i+j>=a-d?"bottom":!1},c.prototype.getPinnedOffset=function(){if(this.pinnedOffset)return this.pinnedOffset;this.$element.removeClass(c.RESET).addClass("affix");var a=this.$target.scrollTop(),b=this.$element.offset();return this.pinnedOffset=b.top-a},c.prototype.checkPositionWithEventLoop=function(){setTimeout(a.proxy(this.checkPosition,this),1)},c.prototype.checkPosition=function(){if(this.$element.is(":visible")){var b=this.$element.height(),d=this.options.offset,e=d.top,f=d.bottom,g=Math.max(a(document).height(),a(document.body).height());"object"!=typeof d&&(f=e=d),"function"==typeof e&&(e=d.top(this.$element)),"function"==typeof f&&(f=d.bottom(this.$element));var h=this.getState(g,b,e,f);if(this.affixed!=h){null!=this.unpin&&this.$element.css("top","");var i="affix"+(h?"-"+h:""),j=a.Event(i+".bs.affix");if(this.$element.trigger(j),j.isDefaultPrevented())return;this.affixed=h,this.unpin="bottom"==h?this.getPinnedOffset():null,this.$element.removeClass(c.RESET).addClass(i).trigger(i.replace("affix","affixed")+".bs.affix")}"bottom"==h&&this.$element.offset({top:g-b-f})}};var d=a.fn.affix;a.fn.affix=b,a.fn.affix.Constructor=c,a.fn.affix.noConflict=function(){return a.fn.affix=d,this},a(window).on("load",function(){a('[data-spy="affix"]').each(function(){var c=a(this),d=c.data();d.offset=d.offset||{},null!=d.offsetBottom&&(d.offset.bottom=d.offsetBottom),null!=d.offsetTop&&(d.offset.top=d.offsetTop),b.call(c,d)})})}(jQuery);"></script>
+<script src="data:application/x-javascript;base64,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"></script>
+<script src="data:application/x-javascript;base64,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"></script>
+<link href="data:text/css;charset=utf-8,%2Epagedtable%20%7B%0Aoverflow%3A%20auto%3B%0Apadding%2Dleft%3A%208px%3B%0Apadding%2Dright%3A%208px%3B%0A%7D%0A%2Epagedtable%2Dwrapper%20%7B%0Aborder%3A%201px%20solid%20%23ccc%3B%0Aborder%2Dradius%3A%204px%3B%0Amargin%2Dbottom%3A%2010px%3B%0A%7D%0A%2Epagedtable%20table%20%7B%0Awidth%3A%20100%25%3B%0Amax%2Dwidth%3A%20100%25%3B%0Amargin%3A%200%3B%0A%7D%0A%2Epagedtable%20th%20%7B%0Apadding%3A%200%205px%200%205px%3B%0Aborder%3A%20none%3B%0Aborder%2Dbottom%3A%202px%20solid%20%23dddddd%3B%0Amin%2Dwidth%3A%2045px%3B%0A%7D%0A%2Epagedtable%2Dempty%20th%20%7B%0Adisplay%3A%20none%3B%0A%7D%0A%2Epagedtable%20td%20%7B%0Apadding%3A%200%204px%200%204px%3B%0A%7D%0A%2Epagedtable%20%2Eeven%20%7B%0Abackground%2Dcolor%3A%20%23fcfcfc%3B%0A%7D%0A%2Epagedtable%2Dpadding%2Dcol%20%7B%0Adisplay%3A%20none%3B%0A%7D%0A%2Epagedtable%20a%20%7B%0A%2Dwebkit%2Dtouch%2Dcallout%3A%20none%3B%0A%2Dwebkit%2Duser%2Dselect%3A%20none%3B%0A%2Dkhtml%2Duser%2Dselect%3A%20none%3B%0A%2Dmoz%2Duser%2Dselect%3A%20none%3B%0A%2Dms%2Duser%2Dselect%3A%20none%3B%0Auser%2Dselect%3A%20none%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dnav%20%7B%0Acursor%3A%20pointer%3B%0Apadding%3A%200%205px%200%205px%3B%0Afloat%3A%20right%3B%0Aborder%3A%200%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dnav%2Ddisabled%20%7B%0Acursor%3A%20default%3B%0Atext%2Ddecoration%3A%20none%3B%0Acolor%3A%20%23999%3B%0A%7D%0Aa%2Epagedtable%2Dindex%2Dnav%2Ddisabled%3Ahover%20%7B%0Atext%2Ddecoration%3A%20none%3B%0Acolor%3A%20%23999%3B%0A%7D%0A%2Epagedtable%2Dindexes%20%7B%0Acursor%3A%20pointer%3B%0Afloat%3A%20right%3B%0Aborder%3A%200%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dcurrent%20%7B%0Acursor%3A%20default%3B%0Atext%2Ddecoration%3A%20none%3B%0Afont%2Dweight%3A%20bold%3B%0Acolor%3A%20%23333%3B%0Aborder%3A%200%3B%0A%7D%0Aa%2Epagedtable%2Dindex%2Dcurrent%3Ahover%20%7B%0Atext%2Ddecoration%3A%20none%3B%0Afont%2Dweight%3A%20bold%3B%0Acolor%3A%20%23333%3B%0A%7D%0A%2Epagedtable%2Dindex%20%7B%0Awidth%3A%2030px%3B%0Adisplay%3A%20inline%2Dblock%3B%0Atext%2Dalign%3A%20center%3B%0Aborder%3A%200%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dseparator%2Dleft%20%7B%0Adisplay%3A%20inline%2Dblock%3B%0Acolor%3A%20%23333%3B%0Afont%2Dsize%3A%209px%3B%0Apadding%3A%200%200%200%200%3B%0Acursor%3A%20default%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dseparator%2Dright%20%7B%0Adisplay%3A%20inline%2Dblock%3B%0Acolor%3A%20%23333%3B%0Afont%2Dsize%3A%209px%3B%0Apadding%3A%200%204px%200%200%3B%0Acursor%3A%20default%3B%0A%7D%0A%2Epagedtable%2Dfooter%20%7B%0Apadding%2Dtop%3A%204px%3B%0Apadding%2Dbottom%3A%205px%3B%0A%7D%0A%2Epagedtable%2Dnot%2Dempty%20%2Epagedtable%2Dfooter%20%7B%0Aborder%2Dtop%3A%202px%20solid%20%23dddddd%3B%0A%7D%0A%2Epagedtable%2Dinfo%20%7B%0Aoverflow%3A%20hidden%3B%0Acolor%3A%20%23999%3B%0Awhite%2Dspace%3A%20nowrap%3B%0Atext%2Doverflow%3A%20ellipsis%3B%0A%7D%0A%2Epagedtable%2Dheader%2Dname%20%7B%0Aoverflow%3A%20hidden%3B%0Atext%2Doverflow%3A%20ellipsis%3B%0A%7D%0A%2Epagedtable%2Dheader%2Dtype%20%7B%0Acolor%3A%20%23999%3B%0Afont%2Dweight%3A%20400%3B%0A%7D%0A%2Epagedtable%2Dna%2Dcell%20%7B%0Afont%2Dstyle%3A%20italic%3B%0Aopacity%3A%200%2E3%3B%0A%7D%0A" rel="stylesheet" />
+<script src="data:application/x-javascript;base64,// Production steps of ECMA-262, Edition 5, 15.4.4.18
// Reference: http://es5.github.io/#x15.4.4.18
if (!Array.prototype.forEach) {

  Array.prototype.forEach = function(callback, thisArg) {

    var T, k;

    if (this === null) {
      throw new TypeError(' this is null or not defined');
    }

    // 1. Let O be the result of calling toObject() passing the
    // |this| value as the argument.
    var O = Object(this);

    // 2. Let lenValue be the result of calling the Get() internal
    // method of O with the argument "length".
    // 3. Let len be toUint32(lenValue).
    var len = O.length >>> 0;

    // 4. If isCallable(callback) is false, throw a TypeError exception.
    // See: http://es5.github.com/#x9.11
    if (typeof callback !== "function") {
      throw new TypeError(callback + ' is not a function');
    }

    // 5. If thisArg was supplied, let T be thisArg; else let
    // T be undefined.
    if (arguments.length > 1) {
      T = thisArg;
    }

    // 6. Let k be 0
    k = 0;

    // 7. Repeat, while k < len
    while (k < len) {

      var kValue;

      // a. Let Pk be ToString(k).
      //    This is implicit for LHS operands of the in operator
      // b. Let kPresent be the result of calling the HasProperty
      //    internal method of O with argument Pk.
      //    This step can be combined with c
      // c. If kPresent is true, then
      if (k in O) {

        // i. Let kValue be the result of calling the Get internal
        // method of O with argument Pk.
        kValue = O[k];

        // ii. Call the Call internal method of callback with T as
        // the this value and argument list containing kValue, k, and O.
        callback.call(T, kValue, k, O);
      }
      // d. Increase k by 1.
      k++;
    }
    // 8. return undefined
  };
}

// Production steps of ECMA-262, Edition 5, 15.4.4.19
// Reference: http://es5.github.io/#x15.4.4.19
if (!Array.prototype.map) {

  Array.prototype.map = function(callback, thisArg) {

    var T, A, k;

    if (this == null) {
      throw new TypeError(' this is null or not defined');
    }

    // 1. Let O be the result of calling ToObject passing the |this|
    //    value as the argument.
    var O = Object(this);

    // 2. Let lenValue be the result of calling the Get internal
    //    method of O with the argument "length".
    // 3. Let len be ToUint32(lenValue).
    var len = O.length >>> 0;

    // 4. If IsCallable(callback) is false, throw a TypeError exception.
    // See: http://es5.github.com/#x9.11
    if (typeof callback !== 'function') {
      throw new TypeError(callback + ' is not a function');
    }

    // 5. If thisArg was supplied, let T be thisArg; else let T be undefined.
    if (arguments.length > 1) {
      T = thisArg;
    }

    // 6. Let A be a new array created as if by the expression new Array(len)
    //    where Array is the standard built-in constructor with that name and
    //    len is the value of len.
    A = new Array(len);

    // 7. Let k be 0
    k = 0;

    // 8. Repeat, while k < len
    while (k < len) {

      var kValue, mappedValue;

      // a. Let Pk be ToString(k).
      //   This is implicit for LHS operands of the in operator
      // b. Let kPresent be the result of calling the HasProperty internal
      //    method of O with argument Pk.
      //   This step can be combined with c
      // c. If kPresent is true, then
      if (k in O) {

        // i. Let kValue be the result of calling the Get internal
        //    method of O with argument Pk.
        kValue = O[k];

        // ii. Let mappedValue be the result of calling the Call internal
        //     method of callback with T as the this value and argument
        //     list containing kValue, k, and O.
        mappedValue = callback.call(T, kValue, k, O);

        // iii. Call the DefineOwnProperty internal method of A with arguments
        // Pk, Property Descriptor
        // { Value: mappedValue,
        //   Writable: true,
        //   Enumerable: true,
        //   Configurable: true },
        // and false.

        // In browsers that support Object.defineProperty, use the following:
        // Object.defineProperty(A, k, {
        //   value: mappedValue,
        //   writable: true,
        //   enumerable: true,
        //   configurable: true
        // });

        // For best browser support, use the following:
        A[k] = mappedValue;
      }
      // d. Increase k by 1.
      k++;
    }

    // 9. return A
    return A;
  };
}

var PagedTable = function (pagedTable) {
  var me = this;

  var source = function(pagedTable) {
    var sourceElems = [].slice.call(pagedTable.children).filter(function(e) {
      return e.hasAttribute("data-pagedtable-source");
    });

    if (sourceElems === null || sourceElems.length !== 1) {
      throw("A single data-pagedtable-source was not found");
    }

    return JSON.parse(sourceElems[0].innerHTML);
  }(pagedTable);

  var options = function(source) {
    var options = typeof(source.options) !== "undefined" &&
      source.options !== null ? source.options : {};

    var columns = typeof(options.columns) !== "undefined" ? options.columns : {};
    var rows = typeof(options.rows) !== "undefined" ? options.rows : {};

    var positiveIntOrNull = function(value) {
      return parseInt(value) >= 0 ? parseInt(value) : null;
    };

    return {
      pages: positiveIntOrNull(options.pages),
      rows: {
        min: positiveIntOrNull(rows.min),
        max: positiveIntOrNull(rows.max),
        total: positiveIntOrNull(rows.total)
      },
      columns: {
        min: positiveIntOrNull(columns.min),
        max: positiveIntOrNull(columns.max),
        total: positiveIntOrNull(columns.total)
      }
    };
  }(source);

  var Measurer = function() {

    // set some default initial values that will get adjusted in runtime
    me.measures = {
      padding: 12,
      character: 8,
      height: 15,
      defaults: true
    };

    me.calculate = function(measuresCell) {
      if (!me.measures.defaults)
        return;

      var measuresCellStyle = window.getComputedStyle(measuresCell, null);

      var newPadding = parsePadding(measuresCellStyle.paddingLeft) +
            parsePadding(measuresCellStyle.paddingRight);

      var sampleString = "ABCDEFGHIJ0123456789";
      var newCharacter = Math.ceil(measuresCell.clientWidth / sampleString.length);

      if (newPadding <= 0 || newCharacter <= 0)
        return;

      me.measures.padding = newPadding;
      me.measures.character = newCharacter;
      me.measures.height = measuresCell.clientHeight;
      me.measures.defaults = false;
    };

    return me;
  };

  var Page = function(data, options) {
    var me = this;

    var defaults = {
      max: 7,
      rows: 10
    };

    var totalPages = function() {
      return Math.ceil(data.length / me.rows);
    };

    me.number = 0;
    me.max = options.pages !== null ? options.pages : defaults.max;
    me.visible = me.max;
    me.rows = options.rows.min !== null ? options.rows.min : defaults.rows;
    me.total = totalPages();

    me.setRows = function(newRows) {
      me.rows = newRows;
      me.total = totalPages();
    };

    me.setPageNumber = function(newPageNumber) {
      if (newPageNumber < 0) newPageNumber = 0;
      if (newPageNumber >= me.total) newPageNumber = me.total - 1;

      me.number = newPageNumber;
    };

    me.setVisiblePages = function(visiblePages) {
      me.visible = Math.min(me.max, visiblePages);
      me.setPageNumber(me.number);
    };

    me.getVisiblePageRange = function() {
      var start = me.number - Math.max(Math.floor((me.visible - 1) / 2), 0);
      var end = me.number + Math.floor(me.visible / 2) + 1;
      var pageCount = me.total;

      if (start < 0) {
        var diffToStart = 0 - start;
        start += diffToStart;
        end += diffToStart;
      }

      if (end > pageCount) {
        var diffToEnd = end - pageCount;
        start -= diffToEnd;
        end -= diffToEnd;
      }

      start = start < 0 ? 0 : start;
      end = end >= pageCount ? pageCount : end;

      var first = false;
      var last = false;

      if (start > 0 && me.visible > 1) {
        start = start + 1;
        first = true;
      }

      if (end < pageCount && me.visible > 2) {
        end = end - 1;
        last = true;
      }

      return {
        first: first,
        start: start,
        end: end,
        last: last
      };
    };

    me.getRowStart = function() {
      var rowStart = page.number * page.rows;
      if (rowStart < 0)
        rowStart = 0;

      return rowStart;
    };

    me.getRowEnd = function() {
      var rowStart = me.getRowStart();
      return Math.min(rowStart + me.rows, data.length);
    };

    me.getPaddingRows = function() {
      var rowStart = me.getRowStart();
      var rowEnd = me.getRowEnd();
      return data.length > me.rows ? me.rows - (rowEnd - rowStart) : 0;
    };
  };

  var Columns = function(data, columns, options) {
    var me = this;

    me.defaults = {
      min: 5
    };

    me.number = 0;
    me.visible = 0;
    me.total = columns.length;
    me.subset = [];
    me.padding = 0;
    me.min = options.columns.min !== null ? options.columns.min : me.defaults.min;
    me.max = options.columns.max !== null ? options.columns.max : null;
    me.widths = {};

    var widthsLookAhead = Math.max(100, options.rows.min);
    var paddingColChars = 10;

    me.emptyNames = function() {
      columns.forEach(function(column) {
        if (columns.label !== null && columns.label !== "")
          return false;
      });

      return true;
    };

    var parsePadding = function(value) {
      return parseInt(value) >= 0 ? parseInt(value) : 0;
    };

    me.calculateWidths = function(measures) {
      columns.forEach(function(column) {
        var maxChars = Math.max(
          column.label.toString().length,
          column.type.toString().length
        );

        for (var idxRow = 0; idxRow < Math.min(widthsLookAhead, data.length); idxRow++) {
          maxChars = Math.max(maxChars, data[idxRow][column.name.toString()].length);
        }

        me.widths[column.name] = {
          // width in characters
          chars: maxChars,
          // width for the inner html columns
          inner: maxChars * measures.character,
          // width adding outer styles like padding
          outer: maxChars * measures.character + measures.padding
        };
      });
    };

    me.getWidth = function() {
      var widthOuter = 0;
      for (var idxCol = 0; idxCol < me.subset.length; idxCol++) {
        var columnName = me.subset[idxCol].name;
        widthOuter = widthOuter + me.widths[columnName].outer;
      }

      widthOuter = widthOuter + me.padding * paddingColChars * measurer.measures.character;

      if (me.hasMoreLeftColumns()) {
        widthOuter = widthOuter + columnNavigationWidthPX + measurer.measures.padding;
      }

      if (me.hasMoreRightColumns()) {
        widthOuter = widthOuter + columnNavigationWidthPX + measurer.measures.padding;
      }

      return widthOuter;
    };

    me.updateSlice = function() {
      if (me.number + me.visible >= me.total)
        me.number = me.total - me.visible;

      if (me.number < 0) me.number = 0;

      me.subset = columns.slice(me.number, Math.min(me.number + me.visible, me.total));

      me.subset = me.subset.map(function(column) {
        Object.keys(column).forEach(function(colKey) {
          column[colKey] = column[colKey] === null ? "" : column[colKey].toString();
        });

        column.width = null;
        return column;
      });
    };

    me.setVisibleColumns = function(columnNumber, newVisibleColumns, paddingCount) {
      me.number = columnNumber;
      me.visible = newVisibleColumns;
      me.padding = paddingCount;

      me.updateSlice();
    };

    me.incColumnNumber = function(increment) {
      me.number = me.number + increment;
    };

    me.setColumnNumber = function(newNumber) {
      me.number = newNumber;
    };

    me.setPaddingCount = function(newPadding) {
      me.padding = newPadding;
    };

    me.getPaddingCount = function() {
      return me.padding;
    };

    me.hasMoreLeftColumns = function() {
      return me.number > 0;
    };

    me.hasMoreRightColumns = function() {
      return me.number + me.visible < me.total;
    };

    me.updateSlice(0);
    return me;
  };

  var data = source.data;
  var page = new Page(data, options);
  var measurer = new Measurer(data, options);
  var columns = new Columns(data, source.columns, options);

  var table = null;
  var tableDiv = null;
  var header = null;
  var footer = null;
  var tbody = null;

  // Caches pagedTable.clientWidth, specially for webkit
  var cachedPagedTableClientWidth = null;

  var onChangeCallbacks = [];

  var clearSelection = function() {
    if(document.selection && document.selection.empty) {
      document.selection.empty();
    } else if(window.getSelection) {
      var sel = window.getSelection();
      sel.removeAllRanges();
    }
  };

  var columnNavigationWidthPX = 5;

  var renderColumnNavigation = function(increment, backwards) {
    var arrow = document.createElement("div");
    arrow.setAttribute("style",
      "border-top: " + columnNavigationWidthPX + "px solid transparent;" +
      "border-bottom: " + columnNavigationWidthPX + "px solid transparent;" +
      "border-" + (backwards ? "right" : "left") + ": " + columnNavigationWidthPX + "px solid;");

    var header = document.createElement("th");
    header.appendChild(arrow);
    header.setAttribute("style",
      "cursor: pointer;" +
      "vertical-align: middle;" +
      "min-width: " + columnNavigationWidthPX + "px;" +
      "width: " + columnNavigationWidthPX + "px;");

    header.onclick = function() {
      columns.incColumnNumber(backwards ? -1 : increment);

      me.animateColumns(backwards);
      renderFooter();

      clearSelection();
      triggerOnChange();
    };

    return header;
  };

  var maxColumnWidth = function(width) {
    var padding = 80;
    var columnMax = Math.max(cachedPagedTableClientWidth - padding, 0);

    return parseInt(width) > 0 ?
      Math.min(columnMax, parseInt(width)) + "px" :
      columnMax + "px";
  };

  var clearHeader = function() {
    var thead = pagedTable.querySelectorAll("thead")[0];
    thead.innerHTML = "";
  };

  var renderHeader = function(clear) {
    cachedPagedTableClientWidth = pagedTable.clientWidth;

    var fragment = document.createDocumentFragment();

    header = document.createElement("tr");
    fragment.appendChild(header);

    if (columns.number > 0)
      header.appendChild(renderColumnNavigation(-columns.visible, true));

    columns.subset = columns.subset.map(function(columnData) {
      var column = document.createElement("th");
      column.setAttribute("align", columnData.align);
      column.style.textAlign = columnData.align;

      column.style.maxWidth = maxColumnWidth(null);
      if (columnData.width) {
        column.style.minWidth =
          column.style.maxWidth = maxColumnWidth(columnData.width);
      }

      var columnName = document.createElement("div");
      columnName.setAttribute("class", "pagedtable-header-name");
      if (columnData.label === "") {
        columnName.innerHTML = "&nbsp;";
      }
      else {
        columnName.appendChild(document.createTextNode(columnData.label));
      }
      column.appendChild(columnName);

      var columnType = document.createElement("div");
      columnType.setAttribute("class", "pagedtable-header-type");
      if (columnData.type === "") {
        columnType.innerHTML = "&nbsp;";
      }
      else {
        columnType.appendChild(document.createTextNode("<" + columnData.type + ">"));
      }
      column.appendChild(columnType);

      header.appendChild(column);

      columnData.element = column;

      return columnData;
    });

    for (var idx = 0; idx < columns.getPaddingCount(); idx++) {
      var paddingCol = document.createElement("th");
      paddingCol.setAttribute("class", "pagedtable-padding-col");
      header.appendChild(paddingCol);
    }

    if (columns.number + columns.visible < columns.total)
      header.appendChild(renderColumnNavigation(columns.visible, false));

    if (typeof(clear) == "undefined" || clear) clearHeader();
    var thead = pagedTable.querySelectorAll("thead")[0];
    thead.appendChild(fragment);
  };

  me.animateColumns = function(backwards) {
    var thead = pagedTable.querySelectorAll("thead")[0];

    var headerOld = thead.querySelectorAll("tr")[0];
    var tbodyOld = table.querySelectorAll("tbody")[0];

    me.fitColumns(backwards);

    renderHeader(false);

    header.style.opacity = "0";
    header.style.transform = backwards ? "translateX(-30px)" : "translateX(30px)";
    header.style.transition = "transform 200ms linear, opacity 200ms";
    header.style.transitionDelay = "0";

    renderBody(false);

    if (headerOld) {
      headerOld.style.position = "absolute";
      headerOld.style.transform = "translateX(0px)";
      headerOld.style.opacity = "1";
      headerOld.style.transition = "transform 100ms linear, opacity 100ms";
      headerOld.setAttribute("class", "pagedtable-remove-head");
      if (headerOld.style.transitionEnd) {
        headerOld.addEventListener("transitionend", function() {
          var headerOldByClass = thead.querySelector(".pagedtable-remove-head");
          if (headerOldByClass) thead.removeChild(headerOldByClass);
        });
      }
      else {
        thead.removeChild(headerOld);
      }
    }

    if (tbodyOld) table.removeChild(tbodyOld);

    tbody.style.opacity = "0";
    tbody.style.transition = "transform 200ms linear, opacity 200ms";
    tbody.style.transitionDelay = "0ms";

    // force relayout
    window.getComputedStyle(header).opacity;
    window.getComputedStyle(tbody).opacity;

    if (headerOld) {
      headerOld.style.transform = backwards ? "translateX(20px)" : "translateX(-30px)";
      headerOld.style.opacity = "0";
    }

    header.style.transform = "translateX(0px)";
    header.style.opacity = "1";

    tbody.style.opacity = "1";
  }

  me.onChange = function(callback) {
    onChangeCallbacks.push(callback);
  };

  var triggerOnChange = function() {
    onChangeCallbacks.forEach(function(onChange) {
      onChange();
    });
  };

  var clearBody = function() {
    if (tbody) {
      table.removeChild(tbody);
      tbody = null;
    }
  };

  var renderBody = function(clear) {
    cachedPagedTableClientWidth = pagedTable.clientWidth

    var fragment = document.createDocumentFragment();

    var pageData = data.slice(page.getRowStart(), page.getRowEnd());

    pageData.forEach(function(dataRow, idxRow) {
      var htmlRow = document.createElement("tr");
      htmlRow.setAttribute("class", (idxRow % 2 !==0) ? "even" : "odd");

      if (columns.hasMoreLeftColumns())
        htmlRow.appendChild(document.createElement("td"));

      columns.subset.forEach(function(columnData) {
        var cellName = columnData.name;
        var dataCell = dataRow[cellName];
        var htmlCell = document.createElement("td");

        if (dataCell === "NA") htmlCell.setAttribute("class", "pagedtable-na-cell");
        if (dataCell === "__NA__") dataCell = "NA";

        var cellText = document.createTextNode(dataCell);
        htmlCell.appendChild(cellText);
        if (dataCell.length > 50) {
          htmlCell.setAttribute("title", dataCell);
        }
        htmlCell.setAttribute("align", columnData.align);
        htmlCell.style.textAlign = columnData.align;
        htmlCell.style.maxWidth = maxColumnWidth(null);
        if (columnData.width) {
          htmlCell.style.minWidth = htmlCell.style.maxWidth = maxColumnWidth(columnData.width);
        }
        htmlRow.appendChild(htmlCell);
      });

      for (var idx = 0; idx < columns.getPaddingCount(); idx++) {
        var paddingCol = document.createElement("td");
        paddingCol.setAttribute("class", "pagedtable-padding-col");
        htmlRow.appendChild(paddingCol);
      }

      if (columns.hasMoreRightColumns())
        htmlRow.appendChild(document.createElement("td"));

      fragment.appendChild(htmlRow);
    });

    for (var idxPadding = 0; idxPadding < page.getPaddingRows(); idxPadding++) {
      var paddingRow = document.createElement("tr");

      var paddingCellRow = document.createElement("td");
      paddingCellRow.innerHTML = "&nbsp;";
      paddingCellRow.setAttribute("colspan", "100%");
      paddingRow.appendChild(paddingCellRow);

      fragment.appendChild(paddingRow);
    }

    if (typeof(clear) == "undefined" || clear) clearBody();
    tbody = document.createElement("tbody");
    tbody.appendChild(fragment);

    table.appendChild(tbody);
  };

  var getLabelInfo = function() {
    var pageStart = page.getRowStart();
    var pageEnd = page.getRowEnd();
    var totalRows = data.length;

    var totalRowsLabel = options.rows.total ? options.rows.total : totalRows;
    var totalRowsLabelFormat = totalRowsLabel.toString().replace(/(\d)(?=(\d\d\d)+(?!\d))/g, '$1,');

    var infoText = (pageStart + 1) + "-" + pageEnd + " of " + totalRowsLabelFormat + " rows";
    if (totalRows < page.rows) {
      infoText = totalRowsLabel + " row" + (totalRows != 1 ? "s" : "");
    }
    if (columns.total > columns.visible) {
      var totalColumnsLabel = options.columns.total ? options.columns.total : columns.total;

      infoText = infoText + " | " + (columns.number + 1) + "-" +
        (Math.min(columns.number + columns.visible, columns.total)) +
        " of " + totalColumnsLabel + " columns";
    }

    return infoText;
  };

  var clearFooter = function() {
    footer = pagedTable.querySelectorAll("div.pagedtable-footer")[0];
    footer.innerHTML = "";

    return footer;
  };

  var createPageLink = function(idxPage) {
    var pageLink = document.createElement("a");
    pageLinkClass = idxPage === page.number ? "pagedtable-index pagedtable-index-current" : "pagedtable-index";
    pageLink.setAttribute("class", pageLinkClass);
    pageLink.setAttribute("data-page-index", idxPage);
    pageLink.onclick = function() {
      page.setPageNumber(parseInt(this.getAttribute("data-page-index")));
      renderBody();
      renderFooter();

      triggerOnChange();
    };

    pageLink.appendChild(document.createTextNode(idxPage + 1));

    return pageLink;
  }

  var renderFooter = function() {
    footer = clearFooter();

    var next = document.createElement("a");
    next.appendChild(document.createTextNode("Next"));
    next.onclick = function() {
      page.setPageNumber(page.number + 1);
      renderBody();
      renderFooter();

      triggerOnChange();
    };
    if (data.length > page.rows) footer.appendChild(next);

    var pageNumbers = document.createElement("div");
    pageNumbers.setAttribute("class", "pagedtable-indexes");

    var pageRange = page.getVisiblePageRange();

    if (pageRange.first) {
      var pageLink = createPageLink(0);
      pageNumbers.appendChild(pageLink);

      var pageSeparator = document.createElement("div");
      pageSeparator.setAttribute("class", "pagedtable-index-separator-left");
      pageSeparator.appendChild(document.createTextNode("..."))
      pageNumbers.appendChild(pageSeparator);
    }

    for (var idxPage = pageRange.start; idxPage < pageRange.end; idxPage++) {
      var pageLink = createPageLink(idxPage);

      pageNumbers.appendChild(pageLink);
    }

    if (pageRange.last) {
      var pageSeparator = document.createElement("div");
      pageSeparator.setAttribute("class", "pagedtable-index-separator-right");
      pageSeparator.appendChild(document.createTextNode("..."))
      pageNumbers.appendChild(pageSeparator);

      var pageLink = createPageLink(page.total - 1);
      pageNumbers.appendChild(pageLink);
    }

    if (data.length > page.rows) footer.appendChild(pageNumbers);

    var previous = document.createElement("a");
    previous.appendChild(document.createTextNode("Previous"));
    previous.onclick = function() {
      page.setPageNumber(page.number - 1);
      renderBody();
      renderFooter();

      triggerOnChange();
    };
    if (data.length > page.rows) footer.appendChild(previous);

    var infoLabel = document.createElement("div");
    infoLabel.setAttribute("class", "pagedtable-info");
    infoLabel.setAttribute("title", getLabelInfo());
    infoLabel.appendChild(document.createTextNode(getLabelInfo()));
    footer.appendChild(infoLabel);

    var enabledClass = "pagedtable-index-nav";
    var disabledClass = "pagedtable-index-nav pagedtable-index-nav-disabled";
    previous.setAttribute("class", page.number <= 0 ? disabledClass : enabledClass);
    next.setAttribute("class", (page.number + 1) * page.rows >= data.length ? disabledClass : enabledClass);
  };

  var measuresCell = null;

  var renderMeasures = function() {
    var measuresTable = document.createElement("table");
    measuresTable.style.visibility = "hidden";
    measuresTable.style.position = "absolute";
    measuresTable.style.whiteSpace = "nowrap";
    measuresTable.style.height = "auto";
    measuresTable.style.width = "auto";

    var measuresRow = document.createElement("tr");
    measuresTable.appendChild(measuresRow);

    measuresCell = document.createElement("td");
    var sampleString = "ABCDEFGHIJ0123456789";
    measuresCell.appendChild(document.createTextNode(sampleString));

    measuresRow.appendChild(measuresCell);

    tableDiv.appendChild(measuresTable);
  }

  me.init = function() {
    tableDiv = document.createElement("div");
    pagedTable.appendChild(tableDiv);
    var pagedTableClass = data.length > 0 ?
      "pagedtable pagedtable-not-empty" :
      "pagedtable pagedtable-empty";

    if (columns.total == 0 || (columns.emptyNames() && data.length == 0)) {
      pagedTableClass = pagedTableClass + " pagedtable-empty-columns";
    }

    tableDiv.setAttribute("class", pagedTableClass);

    renderMeasures();
    measurer.calculate(measuresCell);
    columns.calculateWidths(measurer.measures);

    table = document.createElement("table");
    table.setAttribute("cellspacing", "0");
    table.setAttribute("class", "table table-condensed");
    tableDiv.appendChild(table);

    table.appendChild(document.createElement("thead"));

    var footerDiv = document.createElement("div");
    footerDiv.setAttribute("class", "pagedtable-footer");
    tableDiv.appendChild(footerDiv);

    // if the host has not yet provided horizontal space, render hidden
    if (tableDiv.clientWidth <= 0) {
      tableDiv.style.opacity = "0";
    }

    me.render();

    // retry seizing columns later if the host has not provided space
    function retryFit() {
      if (tableDiv.clientWidth <= 0) {
        setTimeout(retryFit, 100);
      } else {
        me.render();
        triggerOnChange();
      }
    }
    if (tableDiv.clientWidth <= 0) {
      retryFit();
    }
  };

  var registerWidths = function() {
    columns.subset = columns.subset.map(function(column) {
      column.width = columns.widths[column.name].inner;
      return column;
    });
  };

  var parsePadding = function(value) {
    return parseInt(value) >= 0 ? parseInt(value) : 0;
  };

  me.fixedHeight = function() {
    return options.rows.max != null;
  }

  me.fitRows = function() {
    if (me.fixedHeight())
      return;

    measurer.calculate(measuresCell);

    var rows = options.rows.min !== null ? options.rows.min : 0;
    var headerHeight = header !== null && header.offsetHeight > 0 ? header.offsetHeight : 0;
    var footerHeight = footer !== null && footer.offsetHeight > 0 ? footer.offsetHeight : 0;

    if (pagedTable.offsetHeight > 0) {
      var availableHeight = pagedTable.offsetHeight - headerHeight - footerHeight;
      rows = Math.floor((availableHeight) / measurer.measures.height);
    }

    rows = options.rows.min !== null ? Math.max(options.rows.min, rows) : rows;

    page.setRows(rows);
  }

  // The goal of this function is to add as many columns as possible
  // starting from left-to-right, when the right most limit is reached
  // it tries to add columns from the left as well.
  //
  // When startBackwards is true columns are added from right-to-left
  me.fitColumns = function(startBackwards) {
    measurer.calculate(measuresCell);
    columns.calculateWidths(measurer.measures);

    if (tableDiv.clientWidth > 0) {
      tableDiv.style.opacity = 1;
    }

    var visibleColumns = tableDiv.clientWidth <= 0 ? Math.max(columns.min, 1) : 1;
    var columnNumber = columns.number;
    var paddingCount = 0;

    // track a list of added columns as we build the visible ones to allow us
    // to remove columns when they don't fit anymore.
    var columnHistory = [];

    var lastTableHeight = 0;
    var backwards = startBackwards;

    var tableDivStyle = window.getComputedStyle(tableDiv, null);
    var tableDivPadding = parsePadding(tableDivStyle.paddingLeft) +
      parsePadding(tableDivStyle.paddingRight);

    var addPaddingCol = false;
    var currentWidth = 0;

    while (true) {
      columns.setVisibleColumns(columnNumber, visibleColumns, paddingCount);
      currentWidth = columns.getWidth();

      if (tableDiv.clientWidth - tableDivPadding < currentWidth) {
        break;
      }

      columnHistory.push({
        columnNumber: columnNumber,
        visibleColumns: visibleColumns,
        paddingCount: paddingCount
      });

      if (columnHistory.length > 100) {
        console.error("More than 100 tries to fit columns, aborting");
        break;
      }

      if (columns.max !== null &&
        columns.visible + columns.getPaddingCount() >= columns.max) {
        break;
      }

      // if we run out of right-columns
      if (!backwards && columnNumber + columns.visible >= columns.total) {
        // if we started adding right-columns, try adding left-columns
        if (!startBackwards && columnNumber > 0) {
          backwards = true;
        }
        else if (columns.min === null || visibleColumns + columns.getPaddingCount() >= columns.min) {
          break;
        }
        else {
          paddingCount = paddingCount + 1;
        }
      }

      // if we run out of left-columns
      if (backwards && columnNumber == 0) {
        // if we started adding left-columns, try adding right-columns
        if (startBackwards && columnNumber + columns.visible < columns.total) {
          backwards = false;
        }
        else if (columns.min === null || visibleColumns + columns.getPaddingCount() >= columns.min) {
          break;
        }
        else {
          paddingCount = paddingCount + 1;
        }
      }

      // when moving backwards try fitting left columns first
      if (backwards && columnNumber > 0) {
        columnNumber = columnNumber - 1;
      }

      if (columnNumber + visibleColumns < columns.total) {
        visibleColumns = visibleColumns + 1;
      }
    }

    var lastRenderableColumn = {
        columnNumber: columnNumber,
        visibleColumns: visibleColumns,
        paddingCount: paddingCount
    };

    if (columnHistory.length > 0) {
      lastRenderableColumn = columnHistory[columnHistory.length - 1];
    }

    columns.setVisibleColumns(
      lastRenderableColumn.columnNumber,
      lastRenderableColumn.visibleColumns,
      lastRenderableColumn.paddingCount);

    if (pagedTable.offsetWidth > 0) {
      page.setVisiblePages(Math.max(Math.ceil(1.0 * (pagedTable.offsetWidth - 250) / 40), 2));
    }

    registerWidths();
  };

  me.fit = function(startBackwards) {
    me.fitRows();
    me.fitColumns(startBackwards);
  }

  me.render = function() {
    me.fitColumns(false);

    // render header/footer to measure height accurately
    renderHeader();
    renderFooter();

    me.fitRows();
    renderBody();

    // re-render footer to match new rows
    renderFooter();
  }

  var resizeLastWidth = -1;
  var resizeLastHeight = -1;
  var resizeNewWidth = -1;
  var resizeNewHeight = -1;
  var resizePending = false;

  me.resize = function(newWidth, newHeight) {

    function resizeDelayed() {
      resizePending = false;

      if (
        (resizeNewWidth !== resizeLastWidth) ||
        (!me.fixedHeight() && resizeNewHeight !== resizeLastHeight)
      ) {
        resizeLastWidth = resizeNewWidth;
        resizeLastHeight = resizeNewHeight;

        setTimeout(resizeDelayed, 200);
        resizePending = true;
      } else {
        me.render();
        triggerOnChange();

        resizeLastWidth = -1;
        resizeLastHeight = -1;
      }
    }

    resizeNewWidth = newWidth;
    resizeNewHeight = newHeight;

    if (!resizePending) resizeDelayed();
  };
};

var PagedTableDoc;
(function (PagedTableDoc) {
  var allPagedTables = [];

  PagedTableDoc.initAll = function() {
    allPagedTables = [];

    var pagedTables = [].slice.call(document.querySelectorAll('[data-pagedtable="false"],[data-pagedtable=""]'));
    pagedTables.forEach(function(pagedTable, idx) {
      pagedTable.setAttribute("data-pagedtable", "true");
      pagedTable.setAttribute("pagedtable-page", 0);
      pagedTable.setAttribute("class", "pagedtable-wrapper");

      var pagedTableInstance = new PagedTable(pagedTable);
      pagedTableInstance.init();

      allPagedTables.push(pagedTableInstance);
    });
  };

  PagedTableDoc.resizeAll = function() {
    allPagedTables.forEach(function(pagedTable) {
      pagedTable.render();
    });
  };

  window.addEventListener("resize", PagedTableDoc.resizeAll);

  return PagedTableDoc;
})(PagedTableDoc || (PagedTableDoc = {}));

window.onload = function() {
  PagedTableDoc.initAll();
};
"></script>
+<script src="data:application/x-javascript;base64,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"></script>
+<script src="data:application/x-javascript;base64,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"></script>
+<script src="data:application/x-javascript;base64,CndpbmRvdy5pbml0aWFsaXplU291cmNlRW1iZWQgPSBmdW5jdGlvbihmaWxlbmFtZSkgewogICQoIiNybWQtZG93bmxvYWQtc291cmNlIikuY2xpY2soZnVuY3Rpb24oKSB7CiAgICB2YXIgc3JjID0gJCgiI3JtZC1zb3VyY2UtY29kZSIpLmh0bWwoKTsKICAgIHZhciBhID0gZG9jdW1lbnQuY3JlYXRlRWxlbWVudCgnYScpOwogICAgYS5ocmVmID0gImRhdGE6dGV4dC94LXItbWFya2Rvd247YmFzZTY0LCIgKyBzcmM7CiAgICBhLmRvd25sb2FkID0gZmlsZW5hbWU7CiAgICBkb2N1bWVudC5ib2R5LmFwcGVuZENoaWxkKGEpOwogICAgYS5jbGljaygpOwogICAgZG9jdW1lbnQuYm9keS5yZW1vdmVDaGlsZChhKTsKICB9KTsKfTsK"></script>
+<link href="data:text/css;charset=utf-8,%2Ehljs%2Dliteral%20%7B%0Acolor%3A%20rgb%2888%2C%2072%2C%20246%29%3B%0A%7D%0A%2Ehljs%2Dnumber%20%7B%0Acolor%3A%20rgb%280%2C%200%2C%20205%29%3B%0A%7D%0A%2Ehljs%2Dcomment%20%7B%0Acolor%3A%20rgb%2876%2C%20136%2C%20107%29%3B%0A%7D%0A%2Ehljs%2Dkeyword%20%7B%0Acolor%3A%20rgb%280%2C%200%2C%20255%29%3B%0A%7D%0A%2Ehljs%2Dstring%20%7B%0Acolor%3A%20rgb%283%2C%20106%2C%207%29%3B%0A%7D%0A" rel="stylesheet" />
+<script src="data:application/x-javascript;base64,/*! highlight.js v9.12.0 | BSD3 License | git.io/hljslicense */
!function(e){var n="object"==typeof window&&window||"object"==typeof self&&self;"undefined"!=typeof exports?e(exports):n&&(n.hljs=e({}),"function"==typeof define&&define.amd&&define([],function(){return n.hljs}))}(function(e){function n(e){return e.replace(/&/g,"&amp;").replace(/</g,"&lt;").replace(/>/g,"&gt;")}function t(e){return e.nodeName.toLowerCase()}function r(e,n){var t=e&&e.exec(n);return t&&0===t.index}function a(e){return k.test(e)}function i(e){var n,t,r,i,o=e.className+" ";if(o+=e.parentNode?e.parentNode.className:"",t=B.exec(o))return w(t[1])?t[1]:"no-highlight";for(o=o.split(/\s+/),n=0,r=o.length;r>n;n++)if(i=o[n],a(i)||w(i))return i}function o(e){var n,t={},r=Array.prototype.slice.call(arguments,1);for(n in e)t[n]=e[n];return r.forEach(function(e){for(n in e)t[n]=e[n]}),t}function u(e){var n=[];return function r(e,a){for(var i=e.firstChild;i;i=i.nextSibling)3===i.nodeType?a+=i.nodeValue.length:1===i.nodeType&&(n.push({event:"start",offset:a,node:i}),a=r(i,a),t(i).match(/br|hr|img|input/)||n.push({event:"stop",offset:a,node:i}));return a}(e,0),n}function c(e,r,a){function i(){return e.length&&r.length?e[0].offset!==r[0].offset?e[0].offset<r[0].offset?e:r:"start"===r[0].event?e:r:e.length?e:r}function o(e){function r(e){return" "+e.nodeName+'="'+n(e.value).replace('"',"&quot;")+'"'}s+="<"+t(e)+E.map.call(e.attributes,r).join("")+">"}function u(e){s+="</"+t(e)+">"}function c(e){("start"===e.event?o:u)(e.node)}for(var l=0,s="",f=[];e.length||r.length;){var g=i();if(s+=n(a.substring(l,g[0].offset)),l=g[0].offset,g===e){f.reverse().forEach(u);do c(g.splice(0,1)[0]),g=i();while(g===e&&g.length&&g[0].offset===l);f.reverse().forEach(o)}else"start"===g[0].event?f.push(g[0].node):f.pop(),c(g.splice(0,1)[0])}return s+n(a.substr(l))}function l(e){return e.v&&!e.cached_variants&&(e.cached_variants=e.v.map(function(n){return o(e,{v:null},n)})),e.cached_variants||e.eW&&[o(e)]||[e]}function s(e){function n(e){return e&&e.source||e}function t(t,r){return new RegExp(n(t),"m"+(e.cI?"i":"")+(r?"g":""))}function r(a,i){if(!a.compiled){if(a.compiled=!0,a.k=a.k||a.bK,a.k){var o={},u=function(n,t){e.cI&&(t=t.toLowerCase()),t.split(" ").forEach(function(e){var t=e.split("|");o[t[0]]=[n,t[1]?Number(t[1]):1]})};"string"==typeof a.k?u("keyword",a.k):x(a.k).forEach(function(e){u(e,a.k[e])}),a.k=o}a.lR=t(a.l||/\w+/,!0),i&&(a.bK&&(a.b="\\b("+a.bK.split(" ").join("|")+")\\b"),a.b||(a.b=/\B|\b/),a.bR=t(a.b),a.e||a.eW||(a.e=/\B|\b/),a.e&&(a.eR=t(a.e)),a.tE=n(a.e)||"",a.eW&&i.tE&&(a.tE+=(a.e?"|":"")+i.tE)),a.i&&(a.iR=t(a.i)),null==a.r&&(a.r=1),a.c||(a.c=[]),a.c=Array.prototype.concat.apply([],a.c.map(function(e){return l("self"===e?a:e)})),a.c.forEach(function(e){r(e,a)}),a.starts&&r(a.starts,i);var c=a.c.map(function(e){return e.bK?"\\.?("+e.b+")\\.?":e.b}).concat([a.tE,a.i]).map(n).filter(Boolean);a.t=c.length?t(c.join("|"),!0):{exec:function(){return null}}}}r(e)}function f(e,t,a,i){function o(e,n){var t,a;for(t=0,a=n.c.length;a>t;t++)if(r(n.c[t].bR,e))return n.c[t]}function u(e,n){if(r(e.eR,n)){for(;e.endsParent&&e.parent;)e=e.parent;return e}return e.eW?u(e.parent,n):void 0}function c(e,n){return!a&&r(n.iR,e)}function l(e,n){var t=N.cI?n[0].toLowerCase():n[0];return e.k.hasOwnProperty(t)&&e.k[t]}function p(e,n,t,r){var a=r?"":I.classPrefix,i='<span class="'+a,o=t?"":C;return i+=e+'">',i+n+o}function h(){var e,t,r,a;if(!E.k)return n(k);for(a="",t=0,E.lR.lastIndex=0,r=E.lR.exec(k);r;)a+=n(k.substring(t,r.index)),e=l(E,r),e?(B+=e[1],a+=p(e[0],n(r[0]))):a+=n(r[0]),t=E.lR.lastIndex,r=E.lR.exec(k);return a+n(k.substr(t))}function d(){var e="string"==typeof E.sL;if(e&&!y[E.sL])return n(k);var t=e?f(E.sL,k,!0,x[E.sL]):g(k,E.sL.length?E.sL:void 0);return E.r>0&&(B+=t.r),e&&(x[E.sL]=t.top),p(t.language,t.value,!1,!0)}function b(){L+=null!=E.sL?d():h(),k=""}function v(e){L+=e.cN?p(e.cN,"",!0):"",E=Object.create(e,{parent:{value:E}})}function m(e,n){if(k+=e,null==n)return b(),0;var t=o(n,E);if(t)return t.skip?k+=n:(t.eB&&(k+=n),b(),t.rB||t.eB||(k=n)),v(t,n),t.rB?0:n.length;var r=u(E,n);if(r){var a=E;a.skip?k+=n:(a.rE||a.eE||(k+=n),b(),a.eE&&(k=n));do E.cN&&(L+=C),E.skip||(B+=E.r),E=E.parent;while(E!==r.parent);return r.starts&&v(r.starts,""),a.rE?0:n.length}if(c(n,E))throw new Error('Illegal lexeme "'+n+'" for mode "'+(E.cN||"<unnamed>")+'"');return k+=n,n.length||1}var N=w(e);if(!N)throw new Error('Unknown language: "'+e+'"');s(N);var R,E=i||N,x={},L="";for(R=E;R!==N;R=R.parent)R.cN&&(L=p(R.cN,"",!0)+L);var k="",B=0;try{for(var M,j,O=0;;){if(E.t.lastIndex=O,M=E.t.exec(t),!M)break;j=m(t.substring(O,M.index),M[0]),O=M.index+j}for(m(t.substr(O)),R=E;R.parent;R=R.parent)R.cN&&(L+=C);return{r:B,value:L,language:e,top:E}}catch(T){if(T.message&&-1!==T.message.indexOf("Illegal"))return{r:0,value:n(t)};throw T}}function g(e,t){t=t||I.languages||x(y);var r={r:0,value:n(e)},a=r;return t.filter(w).forEach(function(n){var t=f(n,e,!1);t.language=n,t.r>a.r&&(a=t),t.r>r.r&&(a=r,r=t)}),a.language&&(r.second_best=a),r}function p(e){return I.tabReplace||I.useBR?e.replace(M,function(e,n){return I.useBR&&"\n"===e?"<br>":I.tabReplace?n.replace(/\t/g,I.tabReplace):""}):e}function h(e,n,t){var r=n?L[n]:t,a=[e.trim()];return e.match(/\bhljs\b/)||a.push("hljs"),-1===e.indexOf(r)&&a.push(r),a.join(" ").trim()}function d(e){var n,t,r,o,l,s=i(e);a(s)||(I.useBR?(n=document.createElementNS("http://www.w3.org/1999/xhtml","div"),n.innerHTML=e.innerHTML.replace(/\n/g,"").replace(/<br[ \/]*>/g,"\n")):n=e,l=n.textContent,r=s?f(s,l,!0):g(l),t=u(n),t.length&&(o=document.createElementNS("http://www.w3.org/1999/xhtml","div"),o.innerHTML=r.value,r.value=c(t,u(o),l)),r.value=p(r.value),e.innerHTML=r.value,e.className=h(e.className,s,r.language),e.result={language:r.language,re:r.r},r.second_best&&(e.second_best={language:r.second_best.language,re:r.second_best.r}))}function b(e){I=o(I,e)}function v(){if(!v.called){v.called=!0;var e=document.querySelectorAll("pre code");E.forEach.call(e,d)}}function m(){addEventListener("DOMContentLoaded",v,!1),addEventListener("load",v,!1)}function N(n,t){var r=y[n]=t(e);r.aliases&&r.aliases.forEach(function(e){L[e]=n})}function R(){return x(y)}function w(e){return e=(e||"").toLowerCase(),y[e]||y[L[e]]}var E=[],x=Object.keys,y={},L={},k=/^(no-?highlight|plain|text)$/i,B=/\blang(?:uage)?-([\w-]+)\b/i,M=/((^(<[^>]+>|\t|)+|(?:\n)))/gm,C="</span>",I={classPrefix:"hljs-",tabReplace:null,useBR:!1,languages:void 0};return e.highlight=f,e.highlightAuto=g,e.fixMarkup=p,e.highlightBlock=d,e.configure=b,e.initHighlighting=v,e.initHighlightingOnLoad=m,e.registerLanguage=N,e.listLanguages=R,e.getLanguage=w,e.inherit=o,e.IR="[a-zA-Z]\\w*",e.UIR="[a-zA-Z_]\\w*",e.NR="\\b\\d+(\\.\\d+)?",e.CNR="(-?)(\\b0[xX][a-fA-F0-9]+|(\\b\\d+(\\.\\d*)?|\\.\\d+)([eE][-+]?\\d+)?)",e.BNR="\\b(0b[01]+)",e.RSR="!|!=|!==|%|%=|&|&&|&=|\\*|\\*=|\\+|\\+=|,|-|-=|/=|/|:|;|<<|<<=|<=|<|===|==|=|>>>=|>>=|>=|>>>|>>|>|\\?|\\[|\\{|\\(|\\^|\\^=|\\||\\|=|\\|\\||~",e.BE={b:"\\\\[\\s\\S]",r:0},e.ASM={cN:"string",b:"'",e:"'",i:"\\n",c:[e.BE]},e.QSM={cN:"string",b:'"',e:'"',i:"\\n",c:[e.BE]},e.PWM={b:/\b(a|an|the|are|I'm|isn't|don't|doesn't|won't|but|just|should|pretty|simply|enough|gonna|going|wtf|so|such|will|you|your|they|like|more)\b/},e.C=function(n,t,r){var a=e.inherit({cN:"comment",b:n,e:t,c:[]},r||{});return a.c.push(e.PWM),a.c.push({cN:"doctag",b:"(?:TODO|FIXME|NOTE|BUG|XXX):",r:0}),a},e.CLCM=e.C("//","$"),e.CBCM=e.C("/\\*","\\*/"),e.HCM=e.C("#","$"),e.NM={cN:"number",b:e.NR,r:0},e.CNM={cN:"number",b:e.CNR,r:0},e.BNM={cN:"number",b:e.BNR,r:0},e.CSSNM={cN:"number",b:e.NR+"(%|em|ex|ch|rem|vw|vh|vmin|vmax|cm|mm|in|pt|pc|px|deg|grad|rad|turn|s|ms|Hz|kHz|dpi|dpcm|dppx)?",r:0},e.RM={cN:"regexp",b:/\//,e:/\/[gimuy]*/,i:/\n/,c:[e.BE,{b:/\[/,e:/\]/,r:0,c:[e.BE]}]},e.TM={cN:"title",b:e.IR,r:0},e.UTM={cN:"title",b:e.UIR,r:0},e.METHOD_GUARD={b:"\\.\\s*"+e.UIR,r:0},e});hljs.registerLanguage("sql",function(e){var t=e.C("--","$");return{cI:!0,i:/[<>{}*#]/,c:[{bK:"begin end start commit rollback savepoint lock alter create drop rename call delete do handler insert load replace select truncate update set show pragma grant merge describe use explain help declare prepare execute deallocate release unlock purge reset change stop analyze cache flush optimize repair kill install uninstall checksum restore check backup revoke comment",e:/;/,eW:!0,l:/[\w\.]+/,k:{keyword:"abort abs absolute acc acce accep accept access accessed accessible account acos action activate add addtime admin administer advanced advise aes_decrypt aes_encrypt after agent aggregate ali alia alias allocate allow alter always analyze ancillary and any anydata anydataset anyschema anytype apply archive archived archivelog are as asc ascii asin assembly assertion associate asynchronous at atan atn2 attr attri attrib attribu attribut attribute attributes audit authenticated authentication authid authors auto autoallocate autodblink autoextend automatic availability avg backup badfile basicfile before begin beginning benchmark between bfile bfile_base big bigfile bin binary_double binary_float binlog bit_and bit_count bit_length bit_or bit_xor bitmap blob_base block blocksize body both bound buffer_cache buffer_pool build bulk by byte byteordermark bytes cache caching call calling cancel capacity cascade cascaded case cast catalog category ceil ceiling chain change changed char_base char_length character_length characters characterset charindex charset charsetform charsetid check checksum checksum_agg child choose chr chunk class cleanup clear client clob clob_base clone close cluster_id cluster_probability cluster_set clustering coalesce coercibility col collate collation collect colu colum column column_value columns columns_updated comment commit compact compatibility compiled complete composite_limit compound compress compute concat concat_ws concurrent confirm conn connec connect connect_by_iscycle connect_by_isleaf connect_by_root connect_time connection consider consistent constant constraint constraints constructor container content contents context contributors controlfile conv convert convert_tz corr corr_k corr_s corresponding corruption cos cost count count_big counted covar_pop covar_samp cpu_per_call cpu_per_session crc32 create creation critical cross cube cume_dist curdate current current_date current_time current_timestamp current_user cursor curtime customdatum cycle data database databases datafile datafiles datalength date_add date_cache date_format date_sub dateadd datediff datefromparts datename datepart datetime2fromparts day day_to_second dayname dayofmonth dayofweek dayofyear days db_role_change dbtimezone ddl deallocate declare decode decompose decrement decrypt deduplicate def defa defau defaul default defaults deferred defi defin define degrees delayed delegate delete delete_all delimited demand dense_rank depth dequeue des_decrypt des_encrypt des_key_file desc descr descri describ describe descriptor deterministic diagnostics difference dimension direct_load directory disable disable_all disallow disassociate discardfile disconnect diskgroup distinct distinctrow distribute distributed div do document domain dotnet double downgrade drop dumpfile duplicate duration each edition editionable editions element ellipsis else elsif elt empty enable enable_all enclosed encode encoding encrypt end end-exec endian enforced engine engines enqueue enterprise entityescaping eomonth error errors escaped evalname evaluate event eventdata events except exception exceptions exchange exclude excluding execu execut execute exempt exists exit exp expire explain export export_set extended extent external external_1 external_2 externally extract failed failed_login_attempts failover failure far fast feature_set feature_value fetch field fields file file_name_convert filesystem_like_logging final finish first first_value fixed flash_cache flashback floor flush following follows for forall force form forma format found found_rows freelist freelists freepools fresh from from_base64 from_days ftp full function general generated get get_format get_lock getdate getutcdate global global_name globally go goto grant grants greatest group group_concat group_id grouping grouping_id groups gtid_subtract guarantee guard handler hash hashkeys having hea head headi headin heading heap help hex hierarchy high high_priority hosts hour http id ident_current ident_incr ident_seed identified identity idle_time if ifnull ignore iif ilike ilm immediate import in include including increment index indexes indexing indextype indicator indices inet6_aton inet6_ntoa inet_aton inet_ntoa infile initial initialized initially initrans inmemory inner innodb input insert install instance instantiable instr interface interleaved intersect into invalidate invisible is is_free_lock is_ipv4 is_ipv4_compat is_not is_not_null is_used_lock isdate isnull isolation iterate java join json json_exists keep keep_duplicates key keys kill language large last last_day last_insert_id last_value lax lcase lead leading least leaves left len lenght length less level levels library like like2 like4 likec limit lines link list listagg little ln load load_file lob lobs local localtime localtimestamp locate locator lock locked log log10 log2 logfile logfiles logging logical logical_reads_per_call logoff logon logs long loop low low_priority lower lpad lrtrim ltrim main make_set makedate maketime managed management manual map mapping mask master master_pos_wait match matched materialized max maxextents maximize maxinstances maxlen maxlogfiles maxloghistory maxlogmembers maxsize maxtrans md5 measures median medium member memcompress memory merge microsecond mid migration min minextents minimum mining minus minute minvalue missing mod mode model modification modify module monitoring month months mount move movement multiset mutex name name_const names nan national native natural nav nchar nclob nested never new newline next nextval no no_write_to_binlog noarchivelog noaudit nobadfile nocheck nocompress nocopy nocycle nodelay nodiscardfile noentityescaping noguarantee nokeep nologfile nomapping nomaxvalue nominimize nominvalue nomonitoring none noneditionable nonschema noorder nopr nopro noprom nopromp noprompt norely noresetlogs noreverse normal norowdependencies noschemacheck noswitch not nothing notice notrim novalidate now nowait nth_value nullif nulls num numb numbe nvarchar nvarchar2 object ocicoll ocidate ocidatetime ociduration ociinterval ociloblocator ocinumber ociref ocirefcursor ocirowid ocistring ocitype oct octet_length of off offline offset oid oidindex old on online only opaque open operations operator optimal optimize option optionally or oracle oracle_date oradata ord ordaudio orddicom orddoc order ordimage ordinality ordvideo organization orlany orlvary out outer outfile outline output over overflow overriding package pad parallel parallel_enable parameters parent parse partial partition partitions pascal passing password password_grace_time password_lock_time password_reuse_max password_reuse_time password_verify_function patch path patindex pctincrease pctthreshold pctused pctversion percent percent_rank percentile_cont percentile_disc performance period period_add period_diff permanent physical pi pipe pipelined pivot pluggable plugin policy position post_transaction pow power pragma prebuilt precedes preceding precision prediction prediction_cost prediction_details prediction_probability prediction_set prepare present preserve prior priority private private_sga privileges procedural procedure procedure_analyze processlist profiles project prompt protection public publishingservername purge quarter query quick quiesce quota quotename radians raise rand range rank raw read reads readsize rebuild record records recover recovery recursive recycle redo reduced ref reference referenced references referencing refresh regexp_like register regr_avgx regr_avgy regr_count regr_intercept regr_r2 regr_slope regr_sxx regr_sxy reject rekey relational relative relaylog release release_lock relies_on relocate rely rem remainder rename repair repeat replace replicate replication required reset resetlogs resize resource respect restore restricted result result_cache resumable resume retention return returning returns reuse reverse revoke right rlike role roles rollback rolling rollup round row row_count rowdependencies rowid rownum rows rtrim rules safe salt sample save savepoint sb1 sb2 sb4 scan schema schemacheck scn scope scroll sdo_georaster sdo_topo_geometry search sec_to_time second section securefile security seed segment select self sequence sequential serializable server servererror session session_user sessions_per_user set sets settings sha sha1 sha2 share shared shared_pool short show shrink shutdown si_averagecolor si_colorhistogram si_featurelist si_positionalcolor si_stillimage si_texture siblings sid sign sin size size_t sizes skip slave sleep smalldatetimefromparts smallfile snapshot some soname sort soundex source space sparse spfile split sql sql_big_result sql_buffer_result sql_cache sql_calc_found_rows sql_small_result sql_variant_property sqlcode sqldata sqlerror sqlname sqlstate sqrt square standalone standby start starting startup statement static statistics stats_binomial_test stats_crosstab stats_ks_test stats_mode stats_mw_test stats_one_way_anova stats_t_test_ stats_t_test_indep stats_t_test_one stats_t_test_paired stats_wsr_test status std stddev stddev_pop stddev_samp stdev stop storage store stored str str_to_date straight_join strcmp strict string struct stuff style subdate subpartition subpartitions substitutable substr substring subtime subtring_index subtype success sum suspend switch switchoffset switchover sync synchronous synonym sys sys_xmlagg sysasm sysaux sysdate sysdatetimeoffset sysdba sysoper system system_user sysutcdatetime table tables tablespace tan tdo template temporary terminated tertiary_weights test than then thread through tier ties time time_format time_zone timediff timefromparts timeout timestamp timestampadd timestampdiff timezone_abbr timezone_minute timezone_region to to_base64 to_date to_days to_seconds todatetimeoffset trace tracking transaction transactional translate translation treat trigger trigger_nestlevel triggers trim truncate try_cast try_convert try_parse type ub1 ub2 ub4 ucase unarchived unbounded uncompress under undo unhex unicode uniform uninstall union unique unix_timestamp unknown unlimited unlock unpivot unrecoverable unsafe unsigned until untrusted unusable unused update updated upgrade upped upper upsert url urowid usable usage use use_stored_outlines user user_data user_resources users using utc_date utc_timestamp uuid uuid_short validate validate_password_strength validation valist value values var var_samp varcharc vari varia variab variabl variable variables variance varp varraw varrawc varray verify version versions view virtual visible void wait wallet warning warnings week weekday weekofyear wellformed when whene whenev wheneve whenever where while whitespace with within without work wrapped xdb xml xmlagg xmlattributes xmlcast xmlcolattval xmlelement xmlexists xmlforest xmlindex xmlnamespaces xmlpi xmlquery xmlroot xmlschema xmlserialize xmltable xmltype xor year year_to_month years yearweek",literal:"true false null",built_in:"array bigint binary bit blob boolean char character date dec decimal float int int8 integer interval number numeric real record serial serial8 smallint text varchar varying void"},c:[{cN:"string",b:"'",e:"'",c:[e.BE,{b:"''"}]},{cN:"string",b:'"',e:'"',c:[e.BE,{b:'""'}]},{cN:"string",b:"`",e:"`",c:[e.BE]},e.CNM,e.CBCM,t]},e.CBCM,t]}});hljs.registerLanguage("r",function(e){var r="([a-zA-Z]|\\.[a-zA-Z.])[a-zA-Z0-9._]*";return{c:[e.HCM,{b:r,l:r,k:{keyword:"function if in break next repeat else for return switch while try tryCatch stop warning require library attach detach source setMethod setGeneric setGroupGeneric setClass ...",literal:"NULL NA TRUE FALSE T F Inf NaN NA_integer_|10 NA_real_|10 NA_character_|10 NA_complex_|10"},r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"\\d+(?:[eE][+\\-]?\\d*)?L\\b",r:0},{cN:"number",b:"\\d+\\.(?!\\d)(?:i\\b)?",r:0},{cN:"number",b:"\\d+(?:\\.\\d*)?(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{cN:"number",b:"\\.\\d+(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{b:"`",e:"`",r:0},{cN:"string",c:[e.BE],v:[{b:'"',e:'"'},{b:"'",e:"'"}]}]}});hljs.registerLanguage("perl",function(e){var t="getpwent getservent quotemeta msgrcv scalar kill dbmclose undef lc ma syswrite tr send umask sysopen shmwrite vec qx utime local oct semctl localtime readpipe do return format read sprintf dbmopen pop getpgrp not getpwnam rewinddir qqfileno qw endprotoent wait sethostent bless s|0 opendir continue each sleep endgrent shutdown dump chomp connect getsockname die socketpair close flock exists index shmgetsub for endpwent redo lstat msgctl setpgrp abs exit select print ref gethostbyaddr unshift fcntl syscall goto getnetbyaddr join gmtime symlink semget splice x|0 getpeername recv log setsockopt cos last reverse gethostbyname getgrnam study formline endhostent times chop length gethostent getnetent pack getprotoent getservbyname rand mkdir pos chmod y|0 substr endnetent printf next open msgsnd readdir use unlink getsockopt getpriority rindex wantarray hex system getservbyport endservent int chr untie rmdir prototype tell listen fork shmread ucfirst setprotoent else sysseek link getgrgid shmctl waitpid unpack getnetbyname reset chdir grep split require caller lcfirst until warn while values shift telldir getpwuid my getprotobynumber delete and sort uc defined srand accept package seekdir getprotobyname semop our rename seek if q|0 chroot sysread setpwent no crypt getc chown sqrt write setnetent setpriority foreach tie sin msgget map stat getlogin unless elsif truncate exec keys glob tied closedirioctl socket readlink eval xor readline binmode setservent eof ord bind alarm pipe atan2 getgrent exp time push setgrent gt lt or ne m|0 break given say state when",r={cN:"subst",b:"[$@]\\{",e:"\\}",k:t},s={b:"->{",e:"}"},n={v:[{b:/\$\d/},{b:/[\$%@](\^\w\b|#\w+(::\w+)*|{\w+}|\w+(::\w*)*)/},{b:/[\$%@][^\s\w{]/,r:0}]},i=[e.BE,r,n],o=[n,e.HCM,e.C("^\\=\\w","\\=cut",{eW:!0}),s,{cN:"string",c:i,v:[{b:"q[qwxr]?\\s*\\(",e:"\\)",r:5},{b:"q[qwxr]?\\s*\\[",e:"\\]",r:5},{b:"q[qwxr]?\\s*\\{",e:"\\}",r:5},{b:"q[qwxr]?\\s*\\|",e:"\\|",r:5},{b:"q[qwxr]?\\s*\\<",e:"\\>",r:5},{b:"qw\\s+q",e:"q",r:5},{b:"'",e:"'",c:[e.BE]},{b:'"',e:'"'},{b:"`",e:"`",c:[e.BE]},{b:"{\\w+}",c:[],r:0},{b:"-?\\w+\\s*\\=\\>",c:[],r:0}]},{cN:"number",b:"(\\b0[0-7_]+)|(\\b0x[0-9a-fA-F_]+)|(\\b[1-9][0-9_]*(\\.[0-9_]+)?)|[0_]\\b",r:0},{b:"(\\/\\/|"+e.RSR+"|\\b(split|return|print|reverse|grep)\\b)\\s*",k:"split return print reverse grep",r:0,c:[e.HCM,{cN:"regexp",b:"(s|tr|y)/(\\\\.|[^/])*/(\\\\.|[^/])*/[a-z]*",r:10},{cN:"regexp",b:"(m|qr)?/",e:"/[a-z]*",c:[e.BE],r:0}]},{cN:"function",bK:"sub",e:"(\\s*\\(.*?\\))?[;{]",eE:!0,r:5,c:[e.TM]},{b:"-\\w\\b",r:0},{b:"^__DATA__$",e:"^__END__$",sL:"mojolicious",c:[{b:"^@@.*",e:"$",cN:"comment"}]}];return r.c=o,s.c=o,{aliases:["pl","pm"],l:/[\w\.]+/,k:t,c:o}});hljs.registerLanguage("ini",function(e){var b={cN:"string",c:[e.BE],v:[{b:"'''",e:"'''",r:10},{b:'"""',e:'"""',r:10},{b:'"',e:'"'},{b:"'",e:"'"}]};return{aliases:["toml"],cI:!0,i:/\S/,c:[e.C(";","$"),e.HCM,{cN:"section",b:/^\s*\[+/,e:/\]+/},{b:/^[a-z0-9\[\]_-]+\s*=\s*/,e:"$",rB:!0,c:[{cN:"attr",b:/[a-z0-9\[\]_-]+/},{b:/=/,eW:!0,r:0,c:[{cN:"literal",b:/\bon|off|true|false|yes|no\b/},{cN:"variable",v:[{b:/\$[\w\d"][\w\d_]*/},{b:/\$\{(.*?)}/}]},b,{cN:"number",b:/([\+\-]+)?[\d]+_[\d_]+/},e.NM]}]}]}});hljs.registerLanguage("diff",function(e){return{aliases:["patch"],c:[{cN:"meta",r:10,v:[{b:/^@@ +\-\d+,\d+ +\+\d+,\d+ +@@$/},{b:/^\*\*\* +\d+,\d+ +\*\*\*\*$/},{b:/^\-\-\- +\d+,\d+ +\-\-\-\-$/}]},{cN:"comment",v:[{b:/Index: /,e:/$/},{b:/={3,}/,e:/$/},{b:/^\-{3}/,e:/$/},{b:/^\*{3} /,e:/$/},{b:/^\+{3}/,e:/$/},{b:/\*{5}/,e:/\*{5}$/}]},{cN:"addition",b:"^\\+",e:"$"},{cN:"deletion",b:"^\\-",e:"$"},{cN:"addition",b:"^\\!",e:"$"}]}});hljs.registerLanguage("go",function(e){var t={keyword:"break default func interface select case map struct chan else goto package switch const fallthrough if range type continue for import return var go defer bool byte complex64 complex128 float32 float64 int8 int16 int32 int64 string uint8 uint16 uint32 uint64 int uint uintptr rune",literal:"true false iota nil",built_in:"append cap close complex copy imag len make new panic print println real recover delete"};return{aliases:["golang"],k:t,i:"</",c:[e.CLCM,e.CBCM,{cN:"string",v:[e.QSM,{b:"'",e:"[^\\\\]'"},{b:"`",e:"`"}]},{cN:"number",v:[{b:e.CNR+"[dflsi]",r:1},e.CNM]},{b:/:=/},{cN:"function",bK:"func",e:/\s*\{/,eE:!0,c:[e.TM,{cN:"params",b:/\(/,e:/\)/,k:t,i:/["']/}]}]}});hljs.registerLanguage("bash",function(e){var t={cN:"variable",v:[{b:/\$[\w\d#@][\w\d_]*/},{b:/\$\{(.*?)}/}]},s={cN:"string",b:/"/,e:/"/,c:[e.BE,t,{cN:"variable",b:/\$\(/,e:/\)/,c:[e.BE]}]},a={cN:"string",b:/'/,e:/'/};return{aliases:["sh","zsh"],l:/\b-?[a-z\._]+\b/,k:{keyword:"if then else elif fi for while in do done case esac function",literal:"true false",built_in:"break cd continue eval exec exit export getopts hash pwd readonly return shift test times trap umask unset alias bind builtin caller command declare echo enable help let local logout mapfile printf read readarray source type typeset ulimit unalias set shopt autoload bg bindkey bye cap chdir clone comparguments compcall compctl compdescribe compfiles compgroups compquote comptags comptry compvalues dirs disable disown echotc echoti emulate fc fg float functions getcap getln history integer jobs kill limit log noglob popd print pushd pushln rehash sched setcap setopt stat suspend ttyctl unfunction unhash unlimit unsetopt vared wait whence where which zcompile zformat zftp zle zmodload zparseopts zprof zpty zregexparse zsocket zstyle ztcp",_:"-ne -eq -lt -gt -f -d -e -s -l -a"},c:[{cN:"meta",b:/^#![^\n]+sh\s*$/,r:10},{cN:"function",b:/\w[\w\d_]*\s*\(\s*\)\s*\{/,rB:!0,c:[e.inherit(e.TM,{b:/\w[\w\d_]*/})],r:0},e.HCM,s,a,t]}});hljs.registerLanguage("python",function(e){var r={keyword:"and elif is global as in if from raise for except finally print import pass return exec else break not with class assert yield try while continue del or def lambda async await nonlocal|10 None True False",built_in:"Ellipsis NotImplemented"},b={cN:"meta",b:/^(>>>|\.\.\.) /},c={cN:"subst",b:/\{/,e:/\}/,k:r,i:/#/},a={cN:"string",c:[e.BE],v:[{b:/(u|b)?r?'''/,e:/'''/,c:[b],r:10},{b:/(u|b)?r?"""/,e:/"""/,c:[b],r:10},{b:/(fr|rf|f)'''/,e:/'''/,c:[b,c]},{b:/(fr|rf|f)"""/,e:/"""/,c:[b,c]},{b:/(u|r|ur)'/,e:/'/,r:10},{b:/(u|r|ur)"/,e:/"/,r:10},{b:/(b|br)'/,e:/'/},{b:/(b|br)"/,e:/"/},{b:/(fr|rf|f)'/,e:/'/,c:[c]},{b:/(fr|rf|f)"/,e:/"/,c:[c]},e.ASM,e.QSM]},s={cN:"number",r:0,v:[{b:e.BNR+"[lLjJ]?"},{b:"\\b(0o[0-7]+)[lLjJ]?"},{b:e.CNR+"[lLjJ]?"}]},i={cN:"params",b:/\(/,e:/\)/,c:["self",b,s,a]};return c.c=[a,s,b],{aliases:["py","gyp"],k:r,i:/(<\/|->|\?)|=>/,c:[b,s,a,e.HCM,{v:[{cN:"function",bK:"def"},{cN:"class",bK:"class"}],e:/:/,i:/[${=;\n,]/,c:[e.UTM,i,{b:/->/,eW:!0,k:"None"}]},{cN:"meta",b:/^[\t ]*@/,e:/$/},{b:/\b(print|exec)\(/}]}});hljs.registerLanguage("julia",function(e){var r={keyword:"in isa where baremodule begin break catch ccall const continue do else elseif end export false finally for function global if import importall let local macro module quote return true try using while type immutable abstract bitstype typealias ",literal:"true false ARGS C_NULL DevNull ENDIAN_BOM ENV I Inf Inf16 Inf32 Inf64 InsertionSort JULIA_HOME LOAD_PATH MergeSort NaN NaN16 NaN32 NaN64 PROGRAM_FILE QuickSort RoundDown RoundFromZero RoundNearest RoundNearestTiesAway RoundNearestTiesUp RoundToZero RoundUp STDERR STDIN STDOUT VERSION catalan e|0 eu|0 eulergamma golden im nothing pi γ π φ ",built_in:"ANY AbstractArray AbstractChannel AbstractFloat AbstractMatrix AbstractRNG AbstractSerializer AbstractSet AbstractSparseArray AbstractSparseMatrix AbstractSparseVector AbstractString AbstractUnitRange AbstractVecOrMat AbstractVector Any ArgumentError Array AssertionError Associative Base64DecodePipe Base64EncodePipe Bidiagonal BigFloat BigInt BitArray BitMatrix BitVector Bool BoundsError BufferStream CachingPool CapturedException CartesianIndex CartesianRange Cchar Cdouble Cfloat Channel Char Cint Cintmax_t Clong Clonglong ClusterManager Cmd CodeInfo Colon Complex Complex128 Complex32 Complex64 CompositeException Condition ConjArray ConjMatrix ConjVector Cptrdiff_t Cshort Csize_t Cssize_t Cstring Cuchar Cuint Cuintmax_t Culong Culonglong Cushort Cwchar_t Cwstring DataType Date DateFormat DateTime DenseArray DenseMatrix DenseVecOrMat DenseVector Diagonal Dict DimensionMismatch Dims DirectIndexString Display DivideError DomainError EOFError EachLine Enum Enumerate ErrorException Exception ExponentialBackOff Expr Factorization FileMonitor Float16 Float32 Float64 Function Future GlobalRef GotoNode HTML Hermitian IO IOBuffer IOContext IOStream IPAddr IPv4 IPv6 IndexCartesian IndexLinear IndexStyle InexactError InitError Int Int128 Int16 Int32 Int64 Int8 IntSet Integer InterruptException InvalidStateException Irrational KeyError LabelNode LinSpace LineNumberNode LoadError LowerTriangular MIME Matrix MersenneTwister Method MethodError MethodTable Module NTuple NewvarNode NullException Nullable Number ObjectIdDict OrdinalRange OutOfMemoryError OverflowError Pair ParseError PartialQuickSort PermutedDimsArray Pipe PollingFileWatcher ProcessExitedException Ptr QuoteNode RandomDevice Range RangeIndex Rational RawFD ReadOnlyMemoryError Real ReentrantLock Ref Regex RegexMatch RemoteChannel RemoteException RevString RoundingMode RowVector SSAValue SegmentationFault SerializationState Set SharedArray SharedMatrix SharedVector Signed SimpleVector Slot SlotNumber SparseMatrixCSC SparseVector StackFrame StackOverflowError StackTrace StepRange StepRangeLen StridedArray StridedMatrix StridedVecOrMat StridedVector String SubArray SubString SymTridiagonal Symbol Symmetric SystemError TCPSocket Task Text TextDisplay Timer Tridiagonal Tuple Type TypeError TypeMapEntry TypeMapLevel TypeName TypeVar TypedSlot UDPSocket UInt UInt128 UInt16 UInt32 UInt64 UInt8 UndefRefError UndefVarError UnicodeError UniformScaling Union UnionAll UnitRange Unsigned UpperTriangular Val Vararg VecElement VecOrMat Vector VersionNumber Void WeakKeyDict WeakRef WorkerConfig WorkerPool "},t="[A-Za-z_\\u00A1-\\uFFFF][A-Za-z_0-9\\u00A1-\\uFFFF]*",a={l:t,k:r,i:/<\//},n={cN:"number",b:/(\b0x[\d_]*(\.[\d_]*)?|0x\.\d[\d_]*)p[-+]?\d+|\b0[box][a-fA-F0-9][a-fA-F0-9_]*|(\b\d[\d_]*(\.[\d_]*)?|\.\d[\d_]*)([eEfF][-+]?\d+)?/,r:0},o={cN:"string",b:/'(.|\\[xXuU][a-zA-Z0-9]+)'/},i={cN:"subst",b:/\$\(/,e:/\)/,k:r},l={cN:"variable",b:"\\$"+t},c={cN:"string",c:[e.BE,i,l],v:[{b:/\w*"""/,e:/"""\w*/,r:10},{b:/\w*"/,e:/"\w*/}]},s={cN:"string",c:[e.BE,i,l],b:"`",e:"`"},d={cN:"meta",b:"@"+t},u={cN:"comment",v:[{b:"#=",e:"=#",r:10},{b:"#",e:"$"}]};return a.c=[n,o,c,s,d,u,e.HCM,{cN:"keyword",b:"\\b(((abstract|primitive)\\s+)type|(mutable\\s+)?struct)\\b"},{b:/<:/}],i.c=a.c,a});hljs.registerLanguage("coffeescript",function(e){var c={keyword:"in if for while finally new do return else break catch instanceof throw try this switch continue typeof delete debugger super yield import export from as default await then unless until loop of by when and or is isnt not",literal:"true false null undefined yes no on off",built_in:"npm require console print module global window document"},n="[A-Za-z$_][0-9A-Za-z$_]*",r={cN:"subst",b:/#\{/,e:/}/,k:c},i=[e.BNM,e.inherit(e.CNM,{starts:{e:"(\\s*/)?",r:0}}),{cN:"string",v:[{b:/'''/,e:/'''/,c:[e.BE]},{b:/'/,e:/'/,c:[e.BE]},{b:/"""/,e:/"""/,c:[e.BE,r]},{b:/"/,e:/"/,c:[e.BE,r]}]},{cN:"regexp",v:[{b:"///",e:"///",c:[r,e.HCM]},{b:"//[gim]*",r:0},{b:/\/(?![ *])(\\\/|.)*?\/[gim]*(?=\W|$)/}]},{b:"@"+n},{sL:"javascript",eB:!0,eE:!0,v:[{b:"```",e:"```"},{b:"`",e:"`"}]}];r.c=i;var s=e.inherit(e.TM,{b:n}),t="(\\(.*\\))?\\s*\\B[-=]>",o={cN:"params",b:"\\([^\\(]",rB:!0,c:[{b:/\(/,e:/\)/,k:c,c:["self"].concat(i)}]};return{aliases:["coffee","cson","iced"],k:c,i:/\/\*/,c:i.concat([e.C("###","###"),e.HCM,{cN:"function",b:"^\\s*"+n+"\\s*=\\s*"+t,e:"[-=]>",rB:!0,c:[s,o]},{b:/[:\(,=]\s*/,r:0,c:[{cN:"function",b:t,e:"[-=]>",rB:!0,c:[o]}]},{cN:"class",bK:"class",e:"$",i:/[:="\[\]]/,c:[{bK:"extends",eW:!0,i:/[:="\[\]]/,c:[s]},s]},{b:n+":",e:":",rB:!0,rE:!0,r:0}])}});hljs.registerLanguage("cpp",function(t){var e={cN:"keyword",b:"\\b[a-z\\d_]*_t\\b"},r={cN:"string",v:[{b:'(u8?|U)?L?"',e:'"',i:"\\n",c:[t.BE]},{b:'(u8?|U)?R"',e:'"',c:[t.BE]},{b:"'\\\\?.",e:"'",i:"."}]},s={cN:"number",v:[{b:"\\b(0b[01']+)"},{b:"(-?)\\b([\\d']+(\\.[\\d']*)?|\\.[\\d']+)(u|U|l|L|ul|UL|f|F|b|B)"},{b:"(-?)(\\b0[xX][a-fA-F0-9']+|(\\b[\\d']+(\\.[\\d']*)?|\\.[\\d']+)([eE][-+]?[\\d']+)?)"}],r:0},i={cN:"meta",b:/#\s*[a-z]+\b/,e:/$/,k:{"meta-keyword":"if else elif endif define undef warning error line pragma ifdef ifndef include"},c:[{b:/\\\n/,r:0},t.inherit(r,{cN:"meta-string"}),{cN:"meta-string",b:/<[^\n>]*>/,e:/$/,i:"\\n"},t.CLCM,t.CBCM]},a=t.IR+"\\s*\\(",c={keyword:"int float while private char catch import module export virtual operator sizeof dynamic_cast|10 typedef const_cast|10 const for static_cast|10 union namespace unsigned long volatile static protected bool template mutable if public friend do goto auto void enum else break extern using asm case typeid short reinterpret_cast|10 default double register explicit signed typename try this switch continue inline delete alignof constexpr decltype noexcept static_assert thread_local restrict _Bool complex _Complex _Imaginary atomic_bool atomic_char atomic_schar atomic_uchar atomic_short atomic_ushort atomic_int atomic_uint atomic_long atomic_ulong atomic_llong atomic_ullong new throw return and or not",built_in:"std string cin cout cerr clog stdin stdout stderr stringstream istringstream ostringstream auto_ptr deque list queue stack vector map set bitset multiset multimap unordered_set unordered_map unordered_multiset unordered_multimap array shared_ptr abort abs acos asin atan2 atan calloc ceil cosh cos exit exp fabs floor fmod fprintf fputs free frexp fscanf isalnum isalpha iscntrl isdigit isgraph islower isprint ispunct isspace isupper isxdigit tolower toupper labs ldexp log10 log malloc realloc memchr memcmp memcpy memset modf pow printf putchar puts scanf sinh sin snprintf sprintf sqrt sscanf strcat strchr strcmp strcpy strcspn strlen strncat strncmp strncpy strpbrk strrchr strspn strstr tanh tan vfprintf vprintf vsprintf endl initializer_list unique_ptr",literal:"true false nullptr NULL"},n=[e,t.CLCM,t.CBCM,s,r];return{aliases:["c","cc","h","c++","h++","hpp"],k:c,i:"</",c:n.concat([i,{b:"\\b(deque|list|queue|stack|vector|map|set|bitset|multiset|multimap|unordered_map|unordered_set|unordered_multiset|unordered_multimap|array)\\s*<",e:">",k:c,c:["self",e]},{b:t.IR+"::",k:c},{v:[{b:/=/,e:/;/},{b:/\(/,e:/\)/},{bK:"new throw return else",e:/;/}],k:c,c:n.concat([{b:/\(/,e:/\)/,k:c,c:n.concat(["self"]),r:0}]),r:0},{cN:"function",b:"("+t.IR+"[\\*&\\s]+)+"+a,rB:!0,e:/[{;=]/,eE:!0,k:c,i:/[^\w\s\*&]/,c:[{b:a,rB:!0,c:[t.TM],r:0},{cN:"params",b:/\(/,e:/\)/,k:c,r:0,c:[t.CLCM,t.CBCM,r,s,e]},t.CLCM,t.CBCM,i]},{cN:"class",bK:"class struct",e:/[{;:]/,c:[{b:/</,e:/>/,c:["self"]},t.TM]}]),exports:{preprocessor:i,strings:r,k:c}}});hljs.registerLanguage("ruby",function(e){var b="[a-zA-Z_]\\w*[!?=]?|[-+~]\\@|<<|>>|=~|===?|<=>|[<>]=?|\\*\\*|[-/+%^&*~`|]|\\[\\]=?",r={keyword:"and then defined module in return redo if BEGIN retry end for self when next until do begin unless END rescue else break undef not super class case require yield alias while ensure elsif or include attr_reader attr_writer attr_accessor",literal:"true false nil"},c={cN:"doctag",b:"@[A-Za-z]+"},a={b:"#<",e:">"},s=[e.C("#","$",{c:[c]}),e.C("^\\=begin","^\\=end",{c:[c],r:10}),e.C("^__END__","\\n$")],n={cN:"subst",b:"#\\{",e:"}",k:r},t={cN:"string",c:[e.BE,n],v:[{b:/'/,e:/'/},{b:/"/,e:/"/},{b:/`/,e:/`/},{b:"%[qQwWx]?\\(",e:"\\)"},{b:"%[qQwWx]?\\[",e:"\\]"},{b:"%[qQwWx]?{",e:"}"},{b:"%[qQwWx]?<",e:">"},{b:"%[qQwWx]?/",e:"/"},{b:"%[qQwWx]?%",e:"%"},{b:"%[qQwWx]?-",e:"-"},{b:"%[qQwWx]?\\|",e:"\\|"},{b:/\B\?(\\\d{1,3}|\\x[A-Fa-f0-9]{1,2}|\\u[A-Fa-f0-9]{4}|\\?\S)\b/},{b:/<<(-?)\w+$/,e:/^\s*\w+$/}]},i={cN:"params",b:"\\(",e:"\\)",endsParent:!0,k:r},d=[t,a,{cN:"class",bK:"class module",e:"$|;",i:/=/,c:[e.inherit(e.TM,{b:"[A-Za-z_]\\w*(::\\w+)*(\\?|\\!)?"}),{b:"<\\s*",c:[{b:"("+e.IR+"::)?"+e.IR}]}].concat(s)},{cN:"function",bK:"def",e:"$|;",c:[e.inherit(e.TM,{b:b}),i].concat(s)},{b:e.IR+"::"},{cN:"symbol",b:e.UIR+"(\\!|\\?)?:",r:0},{cN:"symbol",b:":(?!\\s)",c:[t,{b:b}],r:0},{cN:"number",b:"(\\b0[0-7_]+)|(\\b0x[0-9a-fA-F_]+)|(\\b[1-9][0-9_]*(\\.[0-9_]+)?)|[0_]\\b",r:0},{b:"(\\$\\W)|((\\$|\\@\\@?)(\\w+))"},{cN:"params",b:/\|/,e:/\|/,k:r},{b:"("+e.RSR+"|unless)\\s*",k:"unless",c:[a,{cN:"regexp",c:[e.BE,n],i:/\n/,v:[{b:"/",e:"/[a-z]*"},{b:"%r{",e:"}[a-z]*"},{b:"%r\\(",e:"\\)[a-z]*"},{b:"%r!",e:"![a-z]*"},{b:"%r\\[",e:"\\][a-z]*"}]}].concat(s),r:0}].concat(s);n.c=d,i.c=d;var l="[>?]>",o="[\\w#]+\\(\\w+\\):\\d+:\\d+>",u="(\\w+-)?\\d+\\.\\d+\\.\\d(p\\d+)?[^>]+>",w=[{b:/^\s*=>/,starts:{e:"$",c:d}},{cN:"meta",b:"^("+l+"|"+o+"|"+u+")",starts:{e:"$",c:d}}];return{aliases:["rb","gemspec","podspec","thor","irb"],k:r,i:/\/\*/,c:s.concat(w).concat(d)}});hljs.registerLanguage("yaml",function(e){var b="true false yes no null",a="^[ \\-]*",r="[a-zA-Z_][\\w\\-]*",t={cN:"attr",v:[{b:a+r+":"},{b:a+'"'+r+'":'},{b:a+"'"+r+"':"}]},c={cN:"template-variable",v:[{b:"{{",e:"}}"},{b:"%{",e:"}"}]},l={cN:"string",r:0,v:[{b:/'/,e:/'/},{b:/"/,e:/"/},{b:/\S+/}],c:[e.BE,c]};return{cI:!0,aliases:["yml","YAML","yaml"],c:[t,{cN:"meta",b:"^---s*$",r:10},{cN:"string",b:"[\\|>] *$",rE:!0,c:l.c,e:t.v[0].b},{b:"<%[%=-]?",e:"[%-]?%>",sL:"ruby",eB:!0,eE:!0,r:0},{cN:"type",b:"!!"+e.UIR},{cN:"meta",b:"&"+e.UIR+"$"},{cN:"meta",b:"\\*"+e.UIR+"$"},{cN:"bullet",b:"^ *-",r:0},e.HCM,{bK:b,k:{literal:b}},e.CNM,l]}});hljs.registerLanguage("css",function(e){var c="[a-zA-Z-][a-zA-Z0-9_-]*",t={b:/[A-Z\_\.\-]+\s*:/,rB:!0,e:";",eW:!0,c:[{cN:"attribute",b:/\S/,e:":",eE:!0,starts:{eW:!0,eE:!0,c:[{b:/[\w-]+\(/,rB:!0,c:[{cN:"built_in",b:/[\w-]+/},{b:/\(/,e:/\)/,c:[e.ASM,e.QSM]}]},e.CSSNM,e.QSM,e.ASM,e.CBCM,{cN:"number",b:"#[0-9A-Fa-f]+"},{cN:"meta",b:"!important"}]}}]};return{cI:!0,i:/[=\/|'\$]/,c:[e.CBCM,{cN:"selector-id",b:/#[A-Za-z0-9_-]+/},{cN:"selector-class",b:/\.[A-Za-z0-9_-]+/},{cN:"selector-attr",b:/\[/,e:/\]/,i:"$"},{cN:"selector-pseudo",b:/:(:)?[a-zA-Z0-9\_\-\+\(\)"'.]+/},{b:"@(font-face|page)",l:"[a-z-]+",k:"font-face page"},{b:"@",e:"[{;]",i:/:/,c:[{cN:"keyword",b:/\w+/},{b:/\s/,eW:!0,eE:!0,r:0,c:[e.ASM,e.QSM,e.CSSNM]}]},{cN:"selector-tag",b:c,r:0},{b:"{",e:"}",i:/\S/,c:[e.CBCM,t]}]}});hljs.registerLanguage("fortran",function(e){var t={cN:"params",b:"\\(",e:"\\)"},n={literal:".False. .True.",keyword:"kind do while private call intrinsic where elsewhere type endtype endmodule endselect endinterface end enddo endif if forall endforall only contains default return stop then public subroutine|10 function program .and. .or. .not. .le. .eq. .ge. .gt. .lt. goto save else use module select case access blank direct exist file fmt form formatted iostat name named nextrec number opened rec recl sequential status unformatted unit continue format pause cycle exit c_null_char c_alert c_backspace c_form_feed flush wait decimal round iomsg synchronous nopass non_overridable pass protected volatile abstract extends import non_intrinsic value deferred generic final enumerator class associate bind enum c_int c_short c_long c_long_long c_signed_char c_size_t c_int8_t c_int16_t c_int32_t c_int64_t c_int_least8_t c_int_least16_t c_int_least32_t c_int_least64_t c_int_fast8_t c_int_fast16_t c_int_fast32_t c_int_fast64_t c_intmax_t C_intptr_t c_float c_double c_long_double c_float_complex c_double_complex c_long_double_complex c_bool c_char c_null_ptr c_null_funptr c_new_line c_carriage_return c_horizontal_tab c_vertical_tab iso_c_binding c_loc c_funloc c_associated  c_f_pointer c_ptr c_funptr iso_fortran_env character_storage_size error_unit file_storage_size input_unit iostat_end iostat_eor numeric_storage_size output_unit c_f_procpointer ieee_arithmetic ieee_support_underflow_control ieee_get_underflow_mode ieee_set_underflow_mode newunit contiguous recursive pad position action delim readwrite eor advance nml interface procedure namelist include sequence elemental pure integer real character complex logical dimension allocatable|10 parameter external implicit|10 none double precision assign intent optional pointer target in out common equivalence data",built_in:"alog alog10 amax0 amax1 amin0 amin1 amod cabs ccos cexp clog csin csqrt dabs dacos dasin datan datan2 dcos dcosh ddim dexp dint dlog dlog10 dmax1 dmin1 dmod dnint dsign dsin dsinh dsqrt dtan dtanh float iabs idim idint idnint ifix isign max0 max1 min0 min1 sngl algama cdabs cdcos cdexp cdlog cdsin cdsqrt cqabs cqcos cqexp cqlog cqsin cqsqrt dcmplx dconjg derf derfc dfloat dgamma dimag dlgama iqint qabs qacos qasin qatan qatan2 qcmplx qconjg qcos qcosh qdim qerf qerfc qexp qgamma qimag qlgama qlog qlog10 qmax1 qmin1 qmod qnint qsign qsin qsinh qsqrt qtan qtanh abs acos aimag aint anint asin atan atan2 char cmplx conjg cos cosh exp ichar index int log log10 max min nint sign sin sinh sqrt tan tanh print write dim lge lgt lle llt mod nullify allocate deallocate adjustl adjustr all allocated any associated bit_size btest ceiling count cshift date_and_time digits dot_product eoshift epsilon exponent floor fraction huge iand ibclr ibits ibset ieor ior ishft ishftc lbound len_trim matmul maxexponent maxloc maxval merge minexponent minloc minval modulo mvbits nearest pack present product radix random_number random_seed range repeat reshape rrspacing scale scan selected_int_kind selected_real_kind set_exponent shape size spacing spread sum system_clock tiny transpose trim ubound unpack verify achar iachar transfer dble entry dprod cpu_time command_argument_count get_command get_command_argument get_environment_variable is_iostat_end ieee_arithmetic ieee_support_underflow_control ieee_get_underflow_mode ieee_set_underflow_mode is_iostat_eor move_alloc new_line selected_char_kind same_type_as extends_type_ofacosh asinh atanh bessel_j0 bessel_j1 bessel_jn bessel_y0 bessel_y1 bessel_yn erf erfc erfc_scaled gamma log_gamma hypot norm2 atomic_define atomic_ref execute_command_line leadz trailz storage_size merge_bits bge bgt ble blt dshiftl dshiftr findloc iall iany iparity image_index lcobound ucobound maskl maskr num_images parity popcnt poppar shifta shiftl shiftr this_image"};return{cI:!0,aliases:["f90","f95"],k:n,i:/\/\*/,c:[e.inherit(e.ASM,{cN:"string",r:0}),e.inherit(e.QSM,{cN:"string",r:0}),{cN:"function",bK:"subroutine function program",i:"[${=\\n]",c:[e.UTM,t]},e.C("!","$",{r:0}),{cN:"number",b:"(?=\\b|\\+|\\-|\\.)(?=\\.\\d|\\d)(?:\\d+)?(?:\\.?\\d*)(?:[de][+-]?\\d+)?\\b\\.?",r:0}]}});hljs.registerLanguage("awk",function(e){var r={cN:"variable",v:[{b:/\$[\w\d#@][\w\d_]*/},{b:/\$\{(.*?)}/}]},b="BEGIN END if else while do for in break continue delete next nextfile function func exit|10",n={cN:"string",c:[e.BE],v:[{b:/(u|b)?r?'''/,e:/'''/,r:10},{b:/(u|b)?r?"""/,e:/"""/,r:10},{b:/(u|r|ur)'/,e:/'/,r:10},{b:/(u|r|ur)"/,e:/"/,r:10},{b:/(b|br)'/,e:/'/},{b:/(b|br)"/,e:/"/},e.ASM,e.QSM]};return{k:{keyword:b},c:[r,n,e.RM,e.HCM,e.NM]}});hljs.registerLanguage("makefile",function(e){var i={cN:"variable",v:[{b:"\\$\\("+e.UIR+"\\)",c:[e.BE]},{b:/\$[@%<?\^\+\*]/}]},r={cN:"string",b:/"/,e:/"/,c:[e.BE,i]},a={cN:"variable",b:/\$\([\w-]+\s/,e:/\)/,k:{built_in:"subst patsubst strip findstring filter filter-out sort word wordlist firstword lastword dir notdir suffix basename addsuffix addprefix join wildcard realpath abspath error warning shell origin flavor foreach if or and call eval file value"},c:[i]},n={b:"^"+e.UIR+"\\s*[:+?]?=",i:"\\n",rB:!0,c:[{b:"^"+e.UIR,e:"[:+?]?=",eE:!0}]},t={cN:"meta",b:/^\.PHONY:/,e:/$/,k:{"meta-keyword":".PHONY"},l:/[\.\w]+/},l={cN:"section",b:/^[^\s]+:/,e:/$/,c:[i]};return{aliases:["mk","mak"],k:"define endef undefine ifdef ifndef ifeq ifneq else endif include -include sinclude override export unexport private vpath",l:/[\w-]+/,c:[e.HCM,i,r,a,n,t,l]}});hljs.registerLanguage("java",function(e){var a="[À-ʸa-zA-Z_$][À-ʸa-zA-Z_$0-9]*",t=a+"(<"+a+"(\\s*,\\s*"+a+")*>)?",r="false synchronized int abstract float private char boolean static null if const for true while long strictfp finally protected import native final void enum else break transient catch instanceof byte super volatile case assert short package default double public try this switch continue throws protected public private module requires exports do",s="\\b(0[bB]([01]+[01_]+[01]+|[01]+)|0[xX]([a-fA-F0-9]+[a-fA-F0-9_]+[a-fA-F0-9]+|[a-fA-F0-9]+)|(([\\d]+[\\d_]+[\\d]+|[\\d]+)(\\.([\\d]+[\\d_]+[\\d]+|[\\d]+))?|\\.([\\d]+[\\d_]+[\\d]+|[\\d]+))([eE][-+]?\\d+)?)[lLfF]?",c={cN:"number",b:s,r:0};return{aliases:["jsp"],k:r,i:/<\/|#/,c:[e.C("/\\*\\*","\\*/",{r:0,c:[{b:/\w+@/,r:0},{cN:"doctag",b:"@[A-Za-z]+"}]}),e.CLCM,e.CBCM,e.ASM,e.QSM,{cN:"class",bK:"class interface",e:/[{;=]/,eE:!0,k:"class interface",i:/[:"\[\]]/,c:[{bK:"extends implements"},e.UTM]},{bK:"new throw return else",r:0},{cN:"function",b:"("+t+"\\s+)+"+e.UIR+"\\s*\\(",rB:!0,e:/[{;=]/,eE:!0,k:r,c:[{b:e.UIR+"\\s*\\(",rB:!0,r:0,c:[e.UTM]},{cN:"params",b:/\(/,e:/\)/,k:r,r:0,c:[e.ASM,e.QSM,e.CNM,e.CBCM]},e.CLCM,e.CBCM]},c,{cN:"meta",b:"@[A-Za-z]+"}]}});hljs.registerLanguage("stan",function(e){return{c:[e.HCM,e.CLCM,e.CBCM,{b:e.UIR,l:e.UIR,k:{name:"for in while repeat until if then else",symbol:"bernoulli bernoulli_logit binomial binomial_logit beta_binomial hypergeometric categorical categorical_logit ordered_logistic neg_binomial neg_binomial_2 neg_binomial_2_log poisson poisson_log multinomial normal exp_mod_normal skew_normal student_t cauchy double_exponential logistic gumbel lognormal chi_square inv_chi_square scaled_inv_chi_square exponential inv_gamma weibull frechet rayleigh wiener pareto pareto_type_2 von_mises uniform multi_normal multi_normal_prec multi_normal_cholesky multi_gp multi_gp_cholesky multi_student_t gaussian_dlm_obs dirichlet lkj_corr lkj_corr_cholesky wishart inv_wishart","selector-tag":"int real vector simplex unit_vector ordered positive_ordered row_vector matrix cholesky_factor_corr cholesky_factor_cov corr_matrix cov_matrix",title:"functions model data parameters quantities transformed generated",literal:"true false"},r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"\\d+(?:[eE][+\\-]?\\d*)?L\\b",r:0},{cN:"number",b:"\\d+\\.(?!\\d)(?:i\\b)?",r:0},{cN:"number",b:"\\d+(?:\\.\\d*)?(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{cN:"number",b:"\\.\\d+(?:[eE][+\\-]?\\d*)?i?\\b",r:0}]}});hljs.registerLanguage("javascript",function(e){var r="[A-Za-z$_][0-9A-Za-z$_]*",t={keyword:"in of if for while finally var new function do return void else break catch instanceof with throw case default try this switch continue typeof delete let yield const export super debugger as async await static import from as",literal:"true false null undefined NaN Infinity",built_in:"eval isFinite isNaN parseFloat parseInt decodeURI decodeURIComponent encodeURI encodeURIComponent escape unescape Object Function Boolean Error EvalError InternalError RangeError ReferenceError StopIteration SyntaxError TypeError URIError Number Math Date String RegExp Array Float32Array Float64Array Int16Array Int32Array Int8Array Uint16Array Uint32Array Uint8Array Uint8ClampedArray ArrayBuffer DataView JSON Intl arguments require module console window document Symbol Set Map WeakSet WeakMap Proxy Reflect Promise"},a={cN:"number",v:[{b:"\\b(0[bB][01]+)"},{b:"\\b(0[oO][0-7]+)"},{b:e.CNR}],r:0},n={cN:"subst",b:"\\$\\{",e:"\\}",k:t,c:[]},c={cN:"string",b:"`",e:"`",c:[e.BE,n]};n.c=[e.ASM,e.QSM,c,a,e.RM];var s=n.c.concat([e.CBCM,e.CLCM]);return{aliases:["js","jsx"],k:t,c:[{cN:"meta",r:10,b:/^\s*['"]use (strict|asm)['"]/},{cN:"meta",b:/^#!/,e:/$/},e.ASM,e.QSM,c,e.CLCM,e.CBCM,a,{b:/[{,]\s*/,r:0,c:[{b:r+"\\s*:",rB:!0,r:0,c:[{cN:"attr",b:r,r:0}]}]},{b:"("+e.RSR+"|\\b(case|return|throw)\\b)\\s*",k:"return throw case",c:[e.CLCM,e.CBCM,e.RM,{cN:"function",b:"(\\(.*?\\)|"+r+")\\s*=>",rB:!0,e:"\\s*=>",c:[{cN:"params",v:[{b:r},{b:/\(\s*\)/},{b:/\(/,e:/\)/,eB:!0,eE:!0,k:t,c:s}]}]},{b:/</,e:/(\/\w+|\w+\/)>/,sL:"xml",c:[{b:/<\w+\s*\/>/,skip:!0},{b:/<\w+/,e:/(\/\w+|\w+\/)>/,skip:!0,c:[{b:/<\w+\s*\/>/,skip:!0},"self"]}]}],r:0},{cN:"function",bK:"function",e:/\{/,eE:!0,c:[e.inherit(e.TM,{b:r}),{cN:"params",b:/\(/,e:/\)/,eB:!0,eE:!0,c:s}],i:/\[|%/},{b:/\$[(.]/},e.METHOD_GUARD,{cN:"class",bK:"class",e:/[{;=]/,eE:!0,i:/[:"\[\]]/,c:[{bK:"extends"},e.UTM]},{bK:"constructor",e:/\{/,eE:!0}],i:/#(?!!)/}});hljs.registerLanguage("tex",function(c){var e={cN:"tag",b:/\\/,r:0,c:[{cN:"name",v:[{b:/[a-zA-Zа-яА-я]+[*]?/},{b:/[^a-zA-Zа-яА-я0-9]/}],starts:{eW:!0,r:0,c:[{cN:"string",v:[{b:/\[/,e:/\]/},{b:/\{/,e:/\}/}]},{b:/\s*=\s*/,eW:!0,r:0,c:[{cN:"number",b:/-?\d*\.?\d+(pt|pc|mm|cm|in|dd|cc|ex|em)?/}]}]}}]};return{c:[e,{cN:"formula",c:[e],r:0,v:[{b:/\$\$/,e:/\$\$/},{b:/\$/,e:/\$/}]},c.C("%","$",{r:0})]}});hljs.registerLanguage("xml",function(s){var e="[A-Za-z0-9\\._:-]+",t={eW:!0,i:/</,r:0,c:[{cN:"attr",b:e,r:0},{b:/=\s*/,r:0,c:[{cN:"string",endsParent:!0,v:[{b:/"/,e:/"/},{b:/'/,e:/'/},{b:/[^\s"'=<>`]+/}]}]}]};return{aliases:["html","xhtml","rss","atom","xjb","xsd","xsl","plist"],cI:!0,c:[{cN:"meta",b:"<!DOCTYPE",e:">",r:10,c:[{b:"\\[",e:"\\]"}]},s.C("<!--","-->",{r:10}),{b:"<\\!\\[CDATA\\[",e:"\\]\\]>",r:10},{b:/<\?(php)?/,e:/\?>/,sL:"php",c:[{b:"/\\*",e:"\\*/",skip:!0}]},{cN:"tag",b:"<style(?=\\s|>|$)",e:">",k:{name:"style"},c:[t],starts:{e:"</style>",rE:!0,sL:["css","xml"]}},{cN:"tag",b:"<script(?=\\s|>|$)",e:">",k:{name:"script"},c:[t],starts:{e:"</script>",rE:!0,sL:["actionscript","javascript","handlebars","xml"]}},{cN:"meta",v:[{b:/<\?xml/,e:/\?>/,r:10},{b:/<\?\w+/,e:/\?>/}]},{cN:"tag",b:"</?",e:"/?>",c:[{cN:"name",b:/[^\/><\s]+/,r:0},t]}]}});hljs.registerLanguage("markdown",function(e){return{aliases:["md","mkdown","mkd"],c:[{cN:"section",v:[{b:"^#{1,6}",e:"$"},{b:"^.+?\\n[=-]{2,}$"}]},{b:"<",e:">",sL:"xml",r:0},{cN:"bullet",b:"^([*+-]|(\\d+\\.))\\s+"},{cN:"strong",b:"[*_]{2}.+?[*_]{2}"},{cN:"emphasis",v:[{b:"\\*.+?\\*"},{b:"_.+?_",r:0}]},{cN:"quote",b:"^>\\s+",e:"$"},{cN:"code",v:[{b:"^```w*s*$",e:"^```s*$"},{b:"`.+?`"},{b:"^( {4}|	)",e:"$",r:0}]},{b:"^[-\\*]{3,}",e:"$"},{b:"\\[.+?\\][\\(\\[].*?[\\)\\]]",rB:!0,c:[{cN:"string",b:"\\[",e:"\\]",eB:!0,rE:!0,r:0},{cN:"link",b:"\\]\\(",e:"\\)",eB:!0,eE:!0},{cN:"symbol",b:"\\]\\[",e:"\\]",eB:!0,eE:!0}],r:10},{b:/^\[[^\n]+\]:/,rB:!0,c:[{cN:"symbol",b:/\[/,e:/\]/,eB:!0,eE:!0},{cN:"link",b:/:\s*/,e:/$/,eB:!0}]}]}});hljs.registerLanguage("json",function(e){var i={literal:"true false null"},n=[e.QSM,e.CNM],r={e:",",eW:!0,eE:!0,c:n,k:i},t={b:"{",e:"}",c:[{cN:"attr",b:/"/,e:/"/,c:[e.BE],i:"\\n"},e.inherit(r,{b:/:/})],i:"\\S"},c={b:"\\[",e:"\\]",c:[e.inherit(r)],i:"\\S"};return n.splice(n.length,0,t,c),{c:n,k:i,i:"\\S"}});"></script>
+
+<style type="text/css">code{white-space: pre;}</style>
+<style type="text/css">
+  pre:not([class]) {
+    background-color: white;
+  }
+</style>
+<script type="text/javascript">
+if (window.hljs) {
+  hljs.configure({languages: []});
+  hljs.initHighlightingOnLoad();
+  if (document.readyState && document.readyState === "complete") {
+    window.setTimeout(function() { hljs.initHighlighting(); }, 0);
+  }
+}
+</script>
+
+
+
+<style type="text/css">
+h1 {
+  font-size: 34px;
+}
+h1.title {
+  font-size: 38px;
+}
+h2 {
+  font-size: 30px;
+}
+h3 {
+  font-size: 24px;
+}
+h4 {
+  font-size: 18px;
+}
+h5 {
+  font-size: 16px;
+}
+h6 {
+  font-size: 12px;
+}
+.table th:not([align]) {
+  text-align: left;
+}
+#rmd-source-code {
+  display: none;
+}
+</style>
+
+
+</head>
+
+<body>
+
+<style type="text/css">
+.main-container {
+  max-width: 940px;
+  margin-left: auto;
+  margin-right: auto;
+}
+code {
+  color: inherit;
+  background-color: rgba(0, 0, 0, 0.04);
+}
+img {
+  max-width:100%;
+  height: auto;
+}
+.tabbed-pane {
+  padding-top: 12px;
+}
+.html-widget {
+  margin-bottom: 20px;
+}
+button.code-folding-btn:focus {
+  outline: none;
+}
+</style>
+
+<style type="text/css">
+.kable-table {
+  border: 1px solid #ccc;
+  border-radius: 4px;
+  overflow: auto;
+  padding-left: 8px;
+  padding-right: 8px;
+  margin-bottom: 20px;
+  max-height: 350px;
+}
+
+.kable-table table {
+  margin-bottom: 0px;
+}
+
+.kable-table table>thead>tr>th {
+  border: none;
+  border-bottom: 2px solid #dddddd;
+}
+
+.kable-table table>thead {
+  background-color: #fff;
+}
+</style>
+
+
+<div class="container-fluid main-container">
+
+<!-- tabsets -->
+<script>
+$(document).ready(function () {
+  window.buildTabsets("TOC");
+});
+</script>
+
+<!-- code folding -->
+<style type="text/css">
+.code-folding-btn { margin-bottom: 4px; }
+</style>
+<script>
+$(document).ready(function () {
+  window.initializeSourceEmbed("500_analyse_biodiv_sr.Rmd");
+  window.initializeCodeFolding("show" === "show");
+});
+</script>
+
+
+
+
+
+
+<div class="fluid-row" id="header">
+
+<div class="btn-group pull-right">
+<button type="button" class="btn btn-default btn-xs dropdown-toggle" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false"><span>Code</span> <span class="caret"></span></button>
+<ul class="dropdown-menu" style="min-width: 50px;">
+<li><a id="rmd-show-all-code" href="#">Show All Code</a></li>
+<li><a id="rmd-hide-all-code" href="#">Hide All Code</a></li>
+<li role="separator" class="divider"></li>
+<li><a id="rmd-download-source" href="#">Download Rmd</a></li>
+</ul>
+</div>
+
+
+
+<h1 class="title toc-ignore">500 Analyse Biodiv-RS</h1>
+
+</div>
+
+
+<!-- rnb-text-begin -->
+<!-- rnb-text-end -->
+<!-- rnb-text-begin -->
+<div id="compare-pls-and-rf" class="section level1">
+<h1>Compare PLS and RF</h1>
+<!-- rnb-text-end -->
+<!-- rnb-chunk-begin -->
+<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
+<p><img src="data:image/png;base64,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" /></p>
+<!-- rnb-plot-end -->
+<!-- rnb-chunk-end -->
+<!-- rnb-text-begin -->
+<!-- rnb-text-end -->
+<!-- rnb-chunk-begin -->
+<!-- rnb-chunk-end -->
+<!-- rnb-text-begin -->
+</div>
+<div id="check-performance-of-pls-and-rf" class="section level1">
+<h1>Check performance of PLS and RF</h1>
+<!-- rnb-text-end -->
+<!-- rnb-chunk-begin -->
+<!-- rnb-output-begin 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 -->
+<pre><code>[1] &quot;elui&quot;
+ [1] ptype           resp            Resample        mtype_pls       ncomp           nvars_pls       RMSE_pls       
+ [8] Rsquared_pls    MAE_pls         RMSE_normSD_pls Level_pls       mtype_rf        mtry            nvars_rf       
+[15] RMSE_rf         Rsquared_rf     MAE_rf          RMSE_normSD_rf  Level_rf       
+&lt;0 Zeilen&gt; (oder row.names mit Länge 0)
+RMSE (1 - PLS/RF):  
+Var number (RF/PLS):  
+Levels with PLS is better: 0 0 0 0 0 0 
+
+
+[1] &quot;kmra&quot;
+    ptype       resp Resample mtype_pls ncomp nvars_pls RMSE_pls Rsquared_pls  MAE_pls RMSE_normSD_pls  Level_pls mtype_rf mtry
+241  kmra SRasterids     Mean       pls     8        14 4.379693    0.5013369 3.558558       0.7824208     Plants       rf    6
+305  kmra    SRferns     Mean       pls    11        12 4.701912    0.7137181 3.686251       0.5388445     Plants       rf    2
+329  kmra  SRmammals     Mean       pls     5         7 1.676879    0.2334310 1.422120       0.9741508 Generalist       rf    2
+345  kmra SRmonocots     Mean       pls    13        14 4.060297    0.7540859 2.972480       0.5711398     Plants       rf    8
+    nvars_rf  RMSE_rf Rsquared_rf   MAE_rf RMSE_normSD_rf   Level_rf
+241        8 4.876534   0.2983567 3.992938      0.8711802     Plants
+305        4 4.973091   0.6784929 4.025896      0.5699220     Plants
+329        3 1.686781   0.3031130 1.388244      0.9799032 Generalist
+345        3 4.378556   0.7194768 3.490220      0.6159075     Plants
+RMSE (1 - PLS/RF): 0.01 0.05 0.07 0.1 
+Var number (RF/PLS): 0.21 0.33 0.43 0.57 
+Levels with PLS is better: 0 0 0 0 1 3 
+
+
+[1] &quot;spec&quot;
+    ptype              resp Resample mtype_pls ncomp nvars_pls   RMSE_pls Rsquared_pls   MAE_pls RMSE_normSD_pls
+433  spec       SRallplants     Mean       pls    10        20 12.1677951    0.6404985 9.8793737       0.6038114
+449  spec            SRants     Mean       pls    16        23  1.1402304    0.8933173 0.9233010       0.3360080
+465  spec            SRbats     Mean       pls    12        22  1.2893364    0.8664830 1.0101511       0.3942589
+473  spec            SRbees     Mean       pls     6        19  2.4459734    0.8413755 2.0174785       0.4138771
+481  spec           SRbirds     Mean       pls     6        14  4.2239376    0.7781512 3.1281718       0.4910325
+489  spec      SRcollembola     Mean       pls     8        24  1.0518208    0.7729542 0.7911845       0.4280729
+513  spec        SReudicots     Mean       pls    11        17  1.4665003    0.5199711 1.1955748       0.6671803
+537  spec      SRmagnoliids     Mean       pls    13        21  0.6450509    0.7977228 0.5350513       0.4503717
+545  spec         SRmammals     Mean       pls    12        19  1.3371388    0.4846824 1.0720648       0.7767851
+593  spec SRothercoleoptera     Mean       pls    10        17  3.1074301    0.6235629 2.4441677       0.6358466
+609  spec          SRrosids     Mean       pls    10        21  5.1116419    0.7113718 3.9698183       0.5027286
+617  spec          SRsnails     Mean       pls    16        30  2.7158186    0.7472981 1.8932602       0.4878470
+           Level_pls mtype_rf mtry nvars_rf    RMSE_rf Rsquared_rf     MAE_rf RMSE_normSD_rf         Level_rf
+433           Plants       rf    7        9 13.0671744   0.6428939 10.7297639      0.6484419           Plants
+449       Generalist       rf    8        8  1.7206668   0.7564282  1.1918567      0.5070535       Generalist
+465 Flyingpredatores       rf    2        7  1.7621145   0.7801090  1.3642665      0.5388270 Flyingpredatores
+473        Herbivore       rf    8        6  2.4714365   0.8242960  1.8320004      0.4181857        Herbivore
+481 Flyingpredatores       rf    8        7  4.4892308   0.7962765  3.3893444      0.5218728 Flyingpredatores
+489       Decomposer       rf    7        8  1.0924602   0.8015405  0.8882414      0.4446124       Decomposer
+513           Plants       rf    4        4  1.5758132   0.4602090  1.2865897      0.7169120           Plants
+537           Plants       rf    6        8  0.6691076   0.8298201  0.4836353      0.4671680           Plants
+545       Generalist       rf    8        3  1.3750537   0.5186430  1.1302886      0.7988110       Generalist
+593        Predators       rf    7        8  3.3653395   0.6095221  2.7642226      0.6886204        Predators
+609           Plants       rf    2        5  5.6763627   0.7203280  4.3897044      0.5582687           Plants
+617       Generalist       rf    3        3  2.8439540   0.7518932  2.1876421      0.5108641       Generalist
+RMSE (1 - PLS/RF): 0.01 0.03 0.04 0.04 0.05 0.06 0.07 0.07 0.08 0.1 0.27 0.34 
+Var number (RF/PLS): 0.1 0.16 0.24 0.24 0.32 0.32 0.33 0.35 0.38 0.45 0.47 0.5 
+Levels with PLS is better: 1 1 1 2 3 4 
+
+
+[1] &quot;elsp&quot;
+    ptype              resp Resample mtype_pls ncomp nvars_pls RMSE_pls Rsquared_pls  MAE_pls RMSE_normSD_pls  Level_pls
+649  elsp       SRallplants     Mean       pls    12        21 9.762681    0.7556949 7.467871       0.4804236     Plants
+673  elsp        SRasterids     Mean       pls    15        25 3.880332    0.5859014 3.304183       0.6880815     Plants
+809  elsp SRothercoleoptera     Mean       pls     8        14 3.298003    0.5622939 2.618039       0.6748419  Predators
+849  elsp        SRsyrphids     Mean       pls     7        24 1.939375    0.6371102 1.518929       0.5864162 Generalist
+    mtype_rf mtry nvars_rf   RMSE_rf Rsquared_rf    MAE_rf RMSE_normSD_rf   Level_rf
+649       rf    7        6 13.646908   0.5863973 11.277148      0.6715672     Plants
+673       rf    7        4  4.196627   0.5075030  3.459266      0.7441684     Plants
+809       rf    4        6  3.386110   0.5924158  2.858294      0.6928704  Predators
+849       rf    7        5  2.099933   0.5995575  1.712869      0.6349646 Generalist
+RMSE (1 - PLS/RF): 0.03 0.08 0.08 0.28 
+Var number (RF/PLS): 0.16 0.21 0.29 0.43 
+Levels with PLS is better: 0 0 0 1 1 2 </code></pre>
+<!-- rnb-output-end -->
+<!-- rnb-chunk-end -->
+<!-- rnb-text-begin -->
+</div>
+<div id="collect-variable-importance" class="section level1">
+<h1>Collect variable importance</h1>
+<div id="number-of-variables" class="section level2">
+<h2>Number of variables</h2>
+<!-- rnb-text-end -->
+<!-- rnb-chunk-begin -->
+<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxucGxzX3JmX3NyX2xvbmcgPSBtZWx0KHBsc19yZl9zcltwbHNfcmZfc3IkUmVzYW1wbGUgPT0gXCJNZWFuXCIsIGMoMSwgMiwgNiwgMTMpXSwgaWQudmFycyA9IGMoXCJwdHlwZVwiLCBcInJlc3BcIikpXG5nZ3Bsb3QoZGF0YSA9IHBsc19yZl9zcl9sb25nLCBhZXMoeCA9IHZhcmlhYmxlLCB5ID0gdmFsdWUsIGZpbGwgPSBwdHlwZSkpICtcbiAgZ2VvbV9ib3hwbG90KCkgKyBcbiAgbGFicyhsaXN0KHggPSBcIk1vZGVsc1wiLCB5ID0gXCJOdW1iZXIgb2YgdmFyaWFibGVzXCIgLFxuICAgICAgICAgICAgZmlsbCA9IFwiUHJlZGljdG9yIFNldFwiKSkgK1xuICB0aGVtZV9idygpXG5gYGAifQ== -->
+<pre class="r"><code>pls_rf_sr_long = melt(pls_rf_sr[pls_rf_sr$Resample == &quot;Mean&quot;, c(1, 2, 6, 13)], id.vars = c(&quot;ptype&quot;, &quot;resp&quot;))
+ggplot(data = pls_rf_sr_long, aes(x = variable, y = value, fill = ptype)) +
+  geom_boxplot() + 
+  labs(list(x = &quot;Models&quot;, y = &quot;Number of variables&quot; ,
+            fill = &quot;Predictor Set&quot;)) +
+  theme_bw()</code></pre>
+<!-- rnb-source-end -->
+<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbWzEsIlJlbW92ZWQgMTUgcm93cyBjb250YWluaW5nIG5vbi1maW5pdGUgdmFsdWVzIChzdGF0X2JveHBsb3QpLiJdXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
+<p><img src="data:image/png;base64,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" /></p>
+<!-- rnb-plot-end -->
+<!-- rnb-chunk-end -->
+<!-- rnb-text-begin -->
+</div>
+</div>
+<div id="variable-importance-for-pls" class="section level1">
+<h1>Variable importance for PLS</h1>
+<!-- rnb-text-end -->
+<!-- rnb-chunk-begin -->
+<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
+<p><img src="data:image/png;base64,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" /></p>
+<!-- rnb-plot-end -->
+<!-- rnb-chunk-end -->
+<!-- rnb-text-begin -->
+</div>
+<div id="variable-importance-for-rf" class="section level1">
+<h1>Variable importance for RF</h1>
+<!-- rnb-text-end -->
+<!-- rnb-chunk-begin -->
+<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
+<p><img src="data:image/png;base64,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" /></p>
+<!-- rnb-plot-end -->
+<!-- rnb-chunk-end -->
+<!-- rnb-text-begin -->
+</div>
+<div id="trophic-levels" class="section level1">
+<h1>Trophic levels</h1>
+<!-- rnb-text-end -->
+<!-- rnb-chunk-begin -->
+<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
+<p><img src="data:image/png;base64,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" /></p>
+<!-- rnb-plot-end -->
+<!-- rnb-chunk-end -->
+<!-- rnb-text-begin -->
+<p>When you save the notebook, an HTML file containing the code and output will be saved alongside it (click the <em>Preview</em> button or press <em>Ctrl+Shift+K</em> to preview the HTML file).</p>
+<p>The preview shows you a rendered HTML copy of the contents of the editor. Consequently, unlike <em>Knit</em>, <em>Preview</em> does not run any R code chunks. Instead, the output of the chunk when it was last run in the editor is displayed.</p>
+<!-- rnb-text-end -->
+</div>
+
+<div id="rmd-source-code">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</div>
+
+
+
+</div>
+
+<script>
+
+// add bootstrap table styles to pandoc tables
+function bootstrapStylePandocTables() {
+  $('tr.header').parent('thead').parent('table').addClass('table table-condensed');
+}
+$(document).ready(function () {
+  bootstrapStylePandocTables();
+});
+
+$(document).ready(function () {
+  $('.knitsql-table').addClass('kable-table');
+  var container = $('.kable-table');
+  container.each(function() {
+
+    // move the caption out of the table
+    var table = $(this).children('table');
+    var caption = table.children('caption').detach();
+    caption.insertBefore($(this)).css('display', 'inherit');
+  });
+});
+
+</script>
+
+<!-- dynamically load mathjax for compatibility with self-contained -->
+<script>
+  (function () {
+    var script = document.createElement("script");
+    script.type = "text/javascript";
+    script.src  = "https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML";
+    document.getElementsByTagName("head")[0].appendChild(script);
+  })();
+</script>
+
+</body>
+</html>
diff --git a/src/findings.txt b/src/findings.txt
new file mode 100644
index 0000000..bf1bd47
--- /dev/null
+++ b/src/findings.txt
@@ -0,0 +1,20 @@
+ELUI
+RF always performs better than PLS for elui.
+
+KMRA
+PLS better for: SRasterids, SRferns, SRmammals, SRmonocots
+RMSE percentage difference: 0.01 0.05 0.07 0.10
+Variables used by RF/PLS: 0.21 0.33 0.43 0.57
+RF performs worse than PLS for kmra for 4 groups. Differences in RMSE range between 1% and 10%. RF requires only between 21% and 57% of the variables.
+
+SPEC
+PLS better for: SRallplants, SRants, SRbats, SRbees, SRbirds, SRcollembola, SReudicots, SRmagnoliids, SRmammals, SRothercoleoptera, SRrosids, SRsnails 
+RMSE percentage difference: 0.01 0.03 0.04 0.04 0.05 0.06 0.07 0.07 0.08 0.10 0.27 0.34
+Variables used by RF/PLS: 0.10 0.16 0.24 0.24 0.32 0.32 0.33 0.35 0.38 0.45 0.47 0.50
+RF performs worse than PLS for spec for 12 groups. Differences in RMSE range between 1% and 34%. RF requires only between 10% and 50% of the variables.
+
+ELSP
+PLS better for: SRallplants, SRasterids, SRothercoleoptera, SRsyrphids
+RMSE percentage difference: 0.03 0.08 0.08 0.28
+Variables used by RF/PLS: 0.16 0.21 0.29 0.43
+RF performs worse than PLS for elsp for 4 groups. Differences in RMSE range between 3% and 28%. RF requires only between 16% and 43% of the variables.
\ No newline at end of file

From fa6263997e249d903c2eb9073c38b785df17a7f5 Mon Sep 17 00:00:00 2001
From: "Nauss, Thomas" <nauss@staff.uni-marburg.de>
Date: Sat, 26 Jan 2019 15:35:21 +0100
Subject: [PATCH 40/65] Fix bug in 310 sr prediction

---
 src/202_predict_biodiv_sr_pls.R              | 126 ---------
 src/204_predict_biodiv_sr_gam.R              | 150 -----------
 src/206_predict_biodiv_sr_combined.R         | 265 -------------------
 src/310_predict_biodiv_sr_res_rf.R           |   3 +-
 src/312_predict_biodiv_sr_res_pls.R          | 127 ---------
 src/314_predict_biodiv_sr_res_gam.R          | 127 ---------
 src/316_predict_biodiv_sr_res_rf_combined.R  | 263 ------------------
 src/410_compile_analyse_biodiv_sr_elev_res.R |  31 +--
 8 files changed, 9 insertions(+), 1083 deletions(-)
 delete mode 100644 src/202_predict_biodiv_sr_pls.R
 delete mode 100644 src/204_predict_biodiv_sr_gam.R
 delete mode 100644 src/206_predict_biodiv_sr_combined.R
 delete mode 100644 src/312_predict_biodiv_sr_res_pls.R
 delete mode 100644 src/314_predict_biodiv_sr_res_gam.R
 delete mode 100644 src/316_predict_biodiv_sr_res_rf_combined.R

diff --git a/src/202_predict_biodiv_sr_pls.R b/src/202_predict_biodiv_sr_pls.R
deleted file mode 100644
index 98d5769..0000000
--- a/src/202_predict_biodiv_sr_pls.R
+++ /dev/null
@@ -1,126 +0,0 @@
-# Combine hyperspectral predictores and biodiversity variables in gpm class.
-if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
-} else {
-  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
-}
-source(filepath_base)
-
-if(length(showConnections()) == 0){
-  cores = 20
-  cl = parallel::makeCluster(cores)
-  doParallel::registerDoParallel(cl)
-}
-
-dir.create(paste0(path_model_gpm_sr), showWarnings = FALSE)
-
-comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
-
-
-# Predict with all elevation and lui information only
-comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[c(1:7)]
-
-
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
-  
-  model = comb
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "pls",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_elui_non_scaled_pls_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-# Predict with hyperspectral data only
-comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[-c(1:7)]
-
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
-  
-  model = comb
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                    metric = "RMSE",
-                    n_var = NULL, 
-                    mthd = "pls",
-                    mode = "ffs",
-                    seed_nbr = 11, 
-                    cv_nbr = NULL,
-                    var_selection = "indv",
-                    filepath_tmp = NULL)
-  
-    saveRDS(model, file = paste0(path_model_gpm_sr, 
-                              "ki_sr_spec_non_scaled_pls_", 
-                              model@meta$input$RESPONSE_FINAL, 
-                              ".rds"))
-}
-
-
-# Predict with all data
-comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR
-
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
-  
-  model = comb
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "pls",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_elsp_non_scaled_pls_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-
-
-# Predict with kmdc and raoq only
-comb@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
-  c(grep("kmdc", comb@meta$input$PREDICTOR), 
-    grep("raoq", comb@meta$input$PREDICTOR))])
-
-
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
-  
-  model = comb
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "pls",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_kmra_non_scaled_pls_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-stopCluster(cl)
\ No newline at end of file
diff --git a/src/204_predict_biodiv_sr_gam.R b/src/204_predict_biodiv_sr_gam.R
deleted file mode 100644
index 338ab7c..0000000
--- a/src/204_predict_biodiv_sr_gam.R
+++ /dev/null
@@ -1,150 +0,0 @@
-# Combine hyperspectral predictores and biodiversity variables in gpm class.
-if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
-} else {
-  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
-}
-source(filepath_base)
-
-if(length(showConnections()) == 0){
-  cores = 20
-  cl = parallel::makeCluster(cores)
-  doParallel::registerDoParallel(cl)
-}
-
-dir.create(paste0(path_model_gpm_sr), showWarnings = FALSE)
-
-comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
-
-# Predict with elevation information only
-comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[1]
-
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
-  
-  model = comb
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "gam",
-                     mode = "none",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_elev_non_scaled_gam_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-# Predict with all elevation and lui information only
-comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[c(1:7)]
-
-
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
-  
-  model = comb
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "gam",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_elui_non_scaled_gam_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-# Predict with hyperspectral data only
-comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[-c(1:7)]
-
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
-  
-  model = comb
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                    metric = "RMSE",
-                    n_var = NULL, 
-                    mthd = "gam",
-                    mode = "ffs",
-                    seed_nbr = 11, 
-                    cv_nbr = NULL,
-                    var_selection = "indv",
-                    filepath_tmp = NULL)
-  
-    saveRDS(model, file = paste0(path_model_gpm_sr, 
-                              "ki_sr_spec_non_scaled_gam_", 
-                              model@meta$input$RESPONSE_FINAL, 
-                              ".rds"))
-}
-
-
-# Predict with all data
-comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR
-
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
-  
-  model = comb
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "gam",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_elsp_non_scaled_gam_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-
-
-# Predict with kmdc and raoq only
-comb@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
-  c(grep("kmdc", comb@meta$input$PREDICTOR), 
-    grep("raoq", comb@meta$input$PREDICTOR))])
-
-
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
-  
-  model = comb
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "gam",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_kmra_non_scaled_gam_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-stopCluster(cl)
\ No newline at end of file
diff --git a/src/206_predict_biodiv_sr_combined.R b/src/206_predict_biodiv_sr_combined.R
deleted file mode 100644
index 5547331..0000000
--- a/src/206_predict_biodiv_sr_combined.R
+++ /dev/null
@@ -1,265 +0,0 @@
-# Combine hyperspectral predictores and biodiversity variables in gpm class.
-if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
-} else {
-  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
-}
-source(filepath_base)
-
-if(length(showConnections()) == 0){
-  cores = 20
-  cl = parallel::makeCluster(cores)
-  doParallel::registerDoParallel(cl)
-}
-
-dir.create(paste0(path_model_gpm_sr), showWarnings = FALSE)
-
-comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
-
-
-
-
-
-# Predict with kmdc and raoq only
-comb@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
-  c(grep("kmdc", comb@meta$input$PREDICTOR), 
-    grep("raoq", comb@meta$input$PREDICTOR))])
-
-
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
-  
-  model = comb
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "rf",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_kmra_non_scaled_rf_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-# Predict with all elevation and lui information only
-comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[c(1:7)]
-
-
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
-  
-  model = comb
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "pls",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_elui_non_scaled_pls_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-# Predict with hyperspectral data only
-comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[-c(1:7)]
-
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
-  
-  model = comb
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "pls",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_spec_non_scaled_pls_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-
-# Predict with all data
-comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR
-
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
-  
-  model = comb
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "pls",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_elsp_non_scaled_pls_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-
-
-# Predict with kmdc and raoq only
-comb@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
-  c(grep("kmdc", comb@meta$input$PREDICTOR), 
-    grep("raoq", comb@meta$input$PREDICTOR))])
-
-
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
-  
-  model = comb
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "pls",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_kmra_non_scaled_pls_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-# Predict with all elevation and lui information only
-comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[c(1:7)]
-
-
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
-  
-  model = comb
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "gam",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_elui_non_scaled_gam_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-# Predict with hyperspectral data only
-comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[-c(1:7)]
-
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
-  
-  model = comb
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "gam",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_spec_non_scaled_gam_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-
-# Predict with all data
-comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR
-
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
-  
-  model = comb
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "gam",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_elsp_non_scaled_gam_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-
-
-# Predict with kmdc and raoq only
-comb@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
-  c(grep("kmdc", comb@meta$input$PREDICTOR), 
-    grep("raoq", comb@meta$input$PREDICTOR))])
-
-
-foreach (i = seq(length(comb@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
-  
-  model = comb
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "gam",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr, 
-                               "ki_sr_kmra_non_scaled_gam_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-stopCluster(cl)
\ No newline at end of file
diff --git a/src/310_predict_biodiv_sr_res_rf.R b/src/310_predict_biodiv_sr_res_rf.R
index dfc1030..745291d 100644
--- a/src/310_predict_biodiv_sr_res_rf.R
+++ b/src/310_predict_biodiv_sr_res_rf.R
@@ -16,7 +16,8 @@ dir.create(paste0(path_model_gpm_sr_res), showWarnings = FALSE)
 
 # Predict gam, pls and rf elevation and elevation/lui based residuals using 
 # pls and rf models with hyperspectral data only
-res_suffixes = c("_gam_elev_res", "pls_elui_res", "rf_elui_res")
+res_suffixes = c("_gam_elev_res", "_pls_elui_res", "_rf_elui_res")
+res_suffixes = c("_pls_elui_res", "_rf_elui_res")
 mtypes = c("*pls*", "*rf*")
 pt = "*spec*"
 
diff --git a/src/312_predict_biodiv_sr_res_pls.R b/src/312_predict_biodiv_sr_res_pls.R
deleted file mode 100644
index e6b5a4a..0000000
--- a/src/312_predict_biodiv_sr_res_pls.R
+++ /dev/null
@@ -1,127 +0,0 @@
-# comb_elev_resine hyperspectral predictores and biodiversity variables in gpm class.
-if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
-} else {
-  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
-}
-source(filepath_base)
-
-if(length(showConnections()) == 0){
-  cores = 20
-  cl = parallel::makeCluster(cores)
-  doParallel::registerDoParallel(cl)
-}
-
-dir.create(paste0(path_model_gpm_sr_elev_res), showWarnings = FALSE)
-
-comb_elev_res = readRDS(paste0(path_comb_gpm_sr_elev_res, "ki_hyperspec_biodiv_non_scaled_elev_res.rds"))
-
-
-# Predict with all elevation and lui information only
-comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[c(1:7)]
-
-
-foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
-  
-  model = comb_elev_res
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "pls",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                               "ki_sr_elui_non_scaled_elev_res_pls_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-# Predict with hyperspectral data only
-comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[-c(1:7)]
-
-foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
-  
-  model = comb_elev_res
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                    metric = "RMSE",
-                    n_var = NULL, 
-                    mthd = "pls",
-                    mode = "ffs",
-                    seed_nbr = 11, 
-                    cv_nbr = NULL,
-                    var_selection = "indv",
-                    filepath_tmp = NULL)
-  
-    saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                              "ki_sr_spec_non_scaled_elev_res_pls_", 
-                              model@meta$input$RESPONSE_FINAL, 
-                              ".rds"))
-}
-
-
-# Predict with all data
-comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR
-
-foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
-  
-  model = comb_elev_res
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "pls",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                               "ki_sr_elsp_non_scaled_elev_res_pls_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-
-
-# Predict with kmdc and raoq only
-comb_elev_res@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
-  c(grep("kmdc", comb@meta$input$PREDICTOR), 
-    grep("raoq", comb@meta$input$PREDICTOR))])
-
-foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
-  
-  model = comb_elev_res
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "pls",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                               "ki_sr_kmra_non_scaled_elev_res_pls_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-
-stopCluster(cl)
\ No newline at end of file
diff --git a/src/314_predict_biodiv_sr_res_gam.R b/src/314_predict_biodiv_sr_res_gam.R
deleted file mode 100644
index c3a3e76..0000000
--- a/src/314_predict_biodiv_sr_res_gam.R
+++ /dev/null
@@ -1,127 +0,0 @@
-# comb_elev_resine hyperspectral predictores and biodiversity variables in gpm class.
-if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
-} else {
-  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
-}
-source(filepath_base)
-
-if(length(showConnections()) == 0){
-  cores = 20
-  cl = parallel::makeCluster(cores)
-  doParallel::registerDoParallel(cl)
-}
-
-dir.create(paste0(path_model_gpm_sr_elev_res), showWarnings = FALSE)
-
-comb_elev_res = readRDS(paste0(path_comb_gpm_sr_elev_res, "ki_hyperspec_biodiv_non_scaled_elev_res.rds"))
-
-
-# Predict with all elevation and lui information only
-comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[c(1:7)]
-
-
-foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
-  
-  model = comb_elev_res
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "gam",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                               "ki_sr_elui_non_scaled_elev_res_gam_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-# Predict with hyperspectral data only
-comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[-c(1:7)]
-
-foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
-  
-  model = comb_elev_res
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                    metric = "RMSE",
-                    n_var = NULL, 
-                    mthd = "gam",
-                    mode = "ffs",
-                    seed_nbr = 11, 
-                    cv_nbr = NULL,
-                    var_selection = "indv",
-                    filepath_tmp = NULL)
-  
-    saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                              "ki_sr_spec_non_scaled_elev_res_gam_", 
-                              model@meta$input$RESPONSE_FINAL, 
-                              ".rds"))
-}
-
-
-# Predict with all data
-comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR
-
-foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
-  
-  model = comb_elev_res
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "gam",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                               "ki_sr_elsp_non_scaled_elev_res_gam_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-
-
-# Predict with kmdc and raoq only
-comb_elev_res@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
-  c(grep("kmdc", comb@meta$input$PREDICTOR), 
-    grep("raoq", comb@meta$input$PREDICTOR))])
-
-foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
-  
-  model = comb_elev_res
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "gam",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                               "ki_sr_kmra_non_scaled_elev_res_gam_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-
-stopCluster(cl)
\ No newline at end of file
diff --git a/src/316_predict_biodiv_sr_res_rf_combined.R b/src/316_predict_biodiv_sr_res_rf_combined.R
deleted file mode 100644
index b682dbc..0000000
--- a/src/316_predict_biodiv_sr_res_rf_combined.R
+++ /dev/null
@@ -1,263 +0,0 @@
-# comb_elev_resine hyperspectral predictores and biodiversity variables in gpm class.
-if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
-} else {
-  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
-}
-source(filepath_base)
-
-if(length(showConnections()) == 0){
-  cores = 20
-  cl = parallel::makeCluster(cores)
-  doParallel::registerDoParallel(cl)
-}
-
-dir.create(paste0(path_model_gpm_sr_elev_res), showWarnings = FALSE)
-
-comb_elev_res = readRDS(paste0(path_comb_gpm_sr_elev_res, "ki_hyperspec_biodiv_non_scaled_elev_res.rds"))
-
-
-
-
-# Predict with kmdc and raoq only
-comb_elev_res@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
-  c(grep("kmdc", comb@meta$input$PREDICTOR), 
-    grep("raoq", comb@meta$input$PREDICTOR))])
-
-foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
-  
-  model = comb_elev_res
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "rf",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                               "ki_sr_kmra_non_scaled_elev_res_rf_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-
-# Predict with all elevation and lui information only
-comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[c(1:7)]
-
-
-foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
-  
-  model = comb_elev_res
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "pls",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                               "ki_sr_elui_non_scaled_elev_res_pls_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-# Predict with hyperspectral data only
-comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[-c(1:7)]
-
-foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
-  
-  model = comb_elev_res
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "pls",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                               "ki_sr_spec_non_scaled_elev_res_pls_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-
-# Predict with all data
-comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR
-
-foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
-  
-  model = comb_elev_res
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "pls",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                               "ki_sr_elsp_non_scaled_elev_res_pls_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-
-
-# Predict with kmdc and raoq only
-comb_elev_res@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
-  c(grep("kmdc", comb@meta$input$PREDICTOR), 
-    grep("raoq", comb@meta$input$PREDICTOR))])
-
-foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "pls", "CAST")) %dopar% {
-  
-  model = comb_elev_res
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "pls",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                               "ki_sr_kmra_non_scaled_elev_res_pls_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-# Predict with all elevation and lui information only
-comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[c(1:7)]
-
-
-foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
-  
-  model = comb_elev_res
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "gam",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                               "ki_sr_elui_non_scaled_elev_res_gam_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-# Predict with hyperspectral data only
-comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[-c(1:7)]
-
-foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
-  
-  model = comb_elev_res
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "gam",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                               "ki_sr_spec_non_scaled_elev_res_gam_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-
-# Predict with all data
-comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR
-
-foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
-  
-  model = comb_elev_res
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "gam",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                               "ki_sr_elsp_non_scaled_elev_res_gam_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-
-
-# Predict with kmdc and raoq only
-comb_elev_res@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
-  c(grep("kmdc", comb@meta$input$PREDICTOR), 
-    grep("raoq", comb@meta$input$PREDICTOR))])
-
-foreach (i = seq(length(comb_elev_res@meta$input$RESPONSE)), .packages = c("gpm", "caret", "mgcv", "CAST")) %dopar% {
-  
-  model = comb_elev_res
-  model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
-  model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-  model = createIndexFolds(x = model, nested_cv = FALSE)
-  model = trainModel(x = model,
-                     metric = "RMSE",
-                     n_var = NULL, 
-                     mthd = "gam",
-                     mode = "ffs",
-                     seed_nbr = 11, 
-                     cv_nbr = NULL,
-                     var_selection = "indv",
-                     filepath_tmp = NULL)
-  
-  saveRDS(model, file = paste0(path_model_gpm_sr_elev_res, 
-                               "ki_sr_kmra_non_scaled_elev_res_gam_", 
-                               model@meta$input$RESPONSE_FINAL, 
-                               ".rds"))
-}
-
-
-stopCluster(cl)
\ No newline at end of file
diff --git a/src/410_compile_analyse_biodiv_sr_elev_res.R b/src/410_compile_analyse_biodiv_sr_elev_res.R
index cbfc3b3..2ddac3c 100644
--- a/src/410_compile_analyse_biodiv_sr_elev_res.R
+++ b/src/410_compile_analyse_biodiv_sr_elev_res.R
@@ -1,5 +1,4 @@
-# Combine hyperspectral predictores and biodiversity variables in gpm class.
-
+# Combine species richness residual model results in one variable.
 source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
 
 
@@ -8,31 +7,17 @@ dir.create(path_compile_analysis_sr_elev_res, showWarnings = FALSE)
 
 # Combine all models into one gpm object
 ptypes = c("*elui*", "*kmra*", "*spec*", "*elsp*")
-mtypes = c("gam_none", "*_gam_*", "*_pls_*", "*_rf_*")
+mtypes = c("*gam*", "*pls*", "*rf*")
 
 all_models = lapply(mtypes, function(mt){
   all_pmodels = lapply(ptypes, function(pt){
-    use_model_nbr = 2
-    if(mt == "gam_none"){
-      use_model_nbr = 1
-      model_files = list.files(path_model_gpm_sr_elev_res, full.names = TRUE,
-                               pattern = glob2rx(paste0(pt, "*_gam_*")))
-    } else {
-      
-      model_files = list.files(path_model_gpm_sr_elev_res, full.names = TRUE,
-                               pattern = glob2rx(paste0(pt, mt)))
-    }
-    
+    model_files = list.files(path_model_gpm_sr, full.names = TRUE,
+                             pattern = glob2rx(paste0(pt, mt)))
     
     all_models = readRDS(model_files[[1]])
-    if(mt == "gam_none"){
-      all_models@model$gam_ffs = NULL
-    } else {
-      all_models@model$gam_none = NULL
-    }
     
     for(i in (seq(2, length(model_files)))){
-      all_models@model[[1]][[i]] = readRDS(model_files[[i]])@model[[use_model_nbr]][[1]]
+      all_models@model[[1]][[i]] = readRDS(model_files[[i]])@model[[1]][[1]]
     }
     
     return(all_models)
@@ -42,7 +27,5 @@ all_models = lapply(mtypes, function(mt){
 })
 names(all_models) = gsub("[*]", "", gsub("_", "", mtypes))
 
-saveRDS(all_models, file = file.path(path_compile_analysis_sr_elev_res, 
-                                     "models_sr_elev_res.rds"))
-
-
+saveRDS(all_models, file = file.path(path_compile_analysis_sr, 
+                                     "models_sr.rds"))

From fc16d162d8256110a204ac7e985e60682a12ad08 Mon Sep 17 00:00:00 2001
From: "Nauss, Thomas" <nauss@staff.uni-marburg.de>
Date: Sat, 26 Jan 2019 16:04:03 +0100
Subject: [PATCH 41/65] Another bugfix in function compModels

---
 src/001_functions.R                          |   2 +-
 src/310_predict_biodiv_sr_res_rf.R           |   2 +-
 src/410_compile_analyse_biodiv_sr_elev_res.R |  15 +-
 src/500_analyse_biodiv_sr.R                  |  79 ----
 src/510_analyse_biodiv_sr_elev_res.R         |  71 ---
 src/510_analyse_biodiv_sr_elev_res.Rmd       | 126 +++++
 src/510_analyse_biodiv_sr_elev_res.nb.html   | 460 +++++++++++++++++++
 7 files changed, 596 insertions(+), 159 deletions(-)
 delete mode 100644 src/500_analyse_biodiv_sr.R
 delete mode 100644 src/510_analyse_biodiv_sr_elev_res.R
 create mode 100644 src/510_analyse_biodiv_sr_elev_res.Rmd
 create mode 100644 src/510_analyse_biodiv_sr_elev_res.nb.html

diff --git a/src/001_functions.R b/src/001_functions.R
index c9fa8a1..7897b1f 100644
--- a/src/001_functions.R
+++ b/src/001_functions.R
@@ -65,7 +65,7 @@ compModels = function(model, pt, mt, outpath){
     model = trainModel(x = model,
                        metric = "RMSE",
                        n_var = NULL,
-                       mthd = "rf",
+                       mthd = mt,
                        mode = "ffs",
                        seed_nbr = 11,
                        cv_nbr = NULL,
diff --git a/src/310_predict_biodiv_sr_res_rf.R b/src/310_predict_biodiv_sr_res_rf.R
index 745291d..791e928 100644
--- a/src/310_predict_biodiv_sr_res_rf.R
+++ b/src/310_predict_biodiv_sr_res_rf.R
@@ -18,7 +18,7 @@ dir.create(paste0(path_model_gpm_sr_res), showWarnings = FALSE)
 # pls and rf models with hyperspectral data only
 res_suffixes = c("_gam_elev_res", "_pls_elui_res", "_rf_elui_res")
 res_suffixes = c("_pls_elui_res", "_rf_elui_res")
-mtypes = c("*pls*", "*rf*")
+mtypes = c("pls", "rf")
 pt = "*spec*"
 
 
diff --git a/src/410_compile_analyse_biodiv_sr_elev_res.R b/src/410_compile_analyse_biodiv_sr_elev_res.R
index 2ddac3c..4a89930 100644
--- a/src/410_compile_analyse_biodiv_sr_elev_res.R
+++ b/src/410_compile_analyse_biodiv_sr_elev_res.R
@@ -6,12 +6,13 @@ dir.create(path_compile_analysis_sr_elev_res, showWarnings = FALSE)
 
 
 # Combine all models into one gpm object
-ptypes = c("*elui*", "*kmra*", "*spec*", "*elsp*")
-mtypes = c("*gam*", "*pls*", "*rf*")
+pt = "*spec*"
+mtypes = c("*pls*", "*rf*")
+rtypes = c("*gam_elev_res*", "*pls_elui_res*", "*rf_elui_res*")
 
 all_models = lapply(mtypes, function(mt){
-  all_pmodels = lapply(ptypes, function(pt){
-    model_files = list.files(path_model_gpm_sr, full.names = TRUE,
+  all_pmodels = lapply(rtypes, function(rt){
+    model_files = list.files(path_model_gpm_sr_res, full.names = TRUE,
                              pattern = glob2rx(paste0(pt, mt)))
     
     all_models = readRDS(model_files[[1]])
@@ -22,10 +23,10 @@ all_models = lapply(mtypes, function(mt){
     
     return(all_models)
   })
-  names(all_pmodels) = gsub("[*]", "", ptypes)
+  names(all_pmodels) = gsub("[*]", "", rtypes)
   return(all_pmodels)
 })
 names(all_models) = gsub("[*]", "", gsub("_", "", mtypes))
 
-saveRDS(all_models, file = file.path(path_compile_analysis_sr, 
-                                     "models_sr.rds"))
+saveRDS(all_models, file = file.path(path_compile_analysis_sr_elev_res, 
+                                     "models_sr_elev_res.rds"))
diff --git a/src/500_analyse_biodiv_sr.R b/src/500_analyse_biodiv_sr.R
deleted file mode 100644
index f8ac849..0000000
--- a/src/500_analyse_biodiv_sr.R
+++ /dev/null
@@ -1,79 +0,0 @@
-# Analyse species richness prediction models
-
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-
-dir.create(path_analysis_sr, showWarnings = FALSE)
-
-all_models = readRDS(file.path(path_compile_analysis_sr, "models_sr.rds"))
-
-
-# Collect model performance
-gam_sr = modelPerformance(all_models[["gam"]])
-pls_sr = modelPerformance(all_models[["pls"]])
-rf_sr = modelPerformance(all_models[["rf"]])
-
-summary(gam_sr)
-summary(pls_sr)
-summary(rf_sr)
-
-
-# Compare pls and rf
-models_sr = rbind(pls_sr[, -4], rf_sr[, -4])
-models_sr$mptype = paste0(models_sr$mtype, "_", models_sr$ptype)
-models_sr$mptype = factor(models_sr$mptype, levels = c("pls_elsp", "rf_elsp",
-                                                       "pls_elui", "rf_elui",
-                                                       "pls_kmra", "rf_kmra",
-                                                       "pls_spec", "rf_spec"))
-
-ggplot(data = models_sr[models_sr$ptype == "elui" | models_sr$ptype == "spec",], aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
-  geom_boxplot() +
-  labs(list(title = "PLS and RF", fill = "Predictor Set")) +
-  theme(axis.text.x = element_text(angle = 45, hjust = 1))
-
-
-pls_rf_sr = merge(pls_sr, rf_sr, by = c("ptype", "resp", "Resample"), all.y = TRUE)
-colnames(pls_rf_sr)[grep("\\.x", colnames(pls_rf_sr))] = 
-  gsub("\\.x", "_pls", colnames(pls_rf_sr)[grep("\\.x", colnames(pls_rf_sr))])
-colnames(pls_rf_sr)[grep("\\.y", colnames(pls_rf_sr))] = 
-  gsub("\\.y", "_rf", colnames(pls_rf_sr)[grep("\\.y", colnames(pls_rf_sr))])
-# nrow(pls_rf_sr)
-
-ptypes = c("elui", "kmra", "spec", "elsp")
-perf_check = lapply(ptypes, function(pt){
-  subdf = pls_rf_sr[!is.na(pls_rf_sr$RMSE_pls) & 
-                      pls_rf_sr$ptype == pt &
-                      pls_rf_sr$Resample == "Mean", ]
-  rownames(subdf[subdf$RMSE_pls < subdf$RMSE_rf, ])
-})
-names(perf_check) = ptypes
-
-# Check performance of PLS and RF for ELUI
-pls_rf_sr[as.numeric(perf_check[[1]]),]
-
-# Check performance of PLS and RF for KMRA
-pls_rf_sr[as.numeric(perf_check[[2]]),]
-sort(round(1-pls_rf_sr[as.numeric(perf_check[[2]]), "RMSE_pls"] / pls_rf_sr[as.numeric(perf_check[[2]]), "RMSE_rf"],2))
-sort(round(pls_rf_sr[as.numeric(perf_check[[2]]), "nvars_rf"] / pls_rf_sr[as.numeric(perf_check[[2]]), "nvars_pls"],2))
-
-# Check performance of PLS and RF for SPEC
-pls_rf_sr[as.numeric(perf_check[[3]]),]
-sort(round(1-pls_rf_sr[as.numeric(perf_check[[3]]), "RMSE_pls"] / pls_rf_sr[as.numeric(perf_check[[3]]), "RMSE_rf"],2))
-sort(round(pls_rf_sr[as.numeric(perf_check[[3]]), "nvars_rf"] / pls_rf_sr[as.numeric(perf_check[[3]]), "nvars_pls"],2))
-
-
-
-# models_sr_wide = spread(models_sr[models_sr$Resample == "Mean",], "ptype", "RMSE_normSD")
-# head(models_sr_wide)
-
-
-
-# Collect variable importance
-var_imp <- compVarImp(all_models[["pls"]][["spec"]]@model[[1]], scale = FALSE)
-plotVarImp(var_imp)
-plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
-
-var_imp <- compVarImp(all_models[["rf"]][["spec"]]@model[[1]], scale = FALSE)
-plotVarImp(var_imp)
-plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
-
-
diff --git a/src/510_analyse_biodiv_sr_elev_res.R b/src/510_analyse_biodiv_sr_elev_res.R
deleted file mode 100644
index 80bc96a..0000000
--- a/src/510_analyse_biodiv_sr_elev_res.R
+++ /dev/null
@@ -1,71 +0,0 @@
-# Combine hyperspectral predictores and biodiversity variables in gpm class.
-if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
-} else {
-  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
-}
-source(filepath_base)
-
-dir.create(path_analysis_sr_elev_res, showWarnings = FALSE)
-
-all_models = readRDS(file.path(path_compile_analysis_sr_elev_res, 
-                               "models_sr_elev_res.rds"))
-
-
-# Collect model performance
-gamnone_sr = modelPerformance(all_models[["gamnone"]])
-gamnone_sr$mtype = "gamnone"
-gam_sr = modelPerformance(all_models[["gam"]])
-pls_sr = modelPerformance(all_models[["pls"]])
-rf_sr = modelPerformance(all_models[["rf"]])
-
-summary(gamnone_sr)
-summary(gam_sr)
-summary(pls_sr)
-summary(rf_sr)
-
-models_sr = rbind(gamnone_sr[, -c(4,5)], pls_sr[, -4], rf_sr[, -4])
-models_sr$mptype = paste0(models_sr$mtype, "_", models_sr$ptype)
-models_sr$mptype = factor(models_sr$mptype, levels = c("gamnone_elsp", "pls_elsp", "rf_elsp",
-                                                       "gamnone_elui", "pls_elui", "rf_elui",
-                                                       "gamnone_kmra", "pls_kmra", "rf_kmra",
-                                                       "gamnone_spec", "pls_spec", "rf_spec"))
-
-
-
-# Plot model performance
-ggplot(data = gamnone_sr[pls_sr$ptype == "elui" | pls_sr$ptype == "spec",], aes(x = resp, y = RMSE_normSD, fill = ptype)) + 
-  geom_boxplot()+
-  labs(list(title = "PLS", fill = "Predictor Set")) +
-  theme(axis.text.x = element_text(angle = 45, hjust = 1))
-
-
-ggplot(data = pls_sr[pls_sr$ptype == "elui" | pls_sr$ptype == "spec",], aes(x = resp, y = RMSE_normSD, fill = ptype)) + 
-  geom_boxplot()+
-  labs(list(title = "PLS", fill = "Predictor Set")) +
-  theme(axis.text.x = element_text(angle = 45, hjust = 1))
-
-
-ggplot(data = rf_sr[rf_sr$ptype == "elui" | rf_sr$ptype == "spec",], aes(x = resp, y = RMSE_normSD, fill = ptype)) + 
-  geom_boxplot() +
-  labs(list(title = "RF", fill = "Predictor Set")) +
-  theme(axis.text.x = element_text(angle = 45, hjust = 1))
-
-
-ggplot(data = models_sr[models_sr$ptype == "elui" | models_sr$ptype == "spec",], aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
-  geom_boxplot() +
-  labs(list(title = "PLS and RF", fill = "Predictor Set")) +
-  theme(axis.text.x = element_text(angle = 45, hjust = 1))
-
-
-
-# Collect variable importance
-var_imp <- compVarImp(all_models[["pls"]][["spec"]]@model[[1]], scale = FALSE)
-plotVarImp(var_imp)
-plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
-
-var_imp <- compVarImp(all_models[["rf"]][["spec"]]@model[[1]], scale = FALSE)
-plotVarImp(var_imp)
-plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
-
-
diff --git a/src/510_analyse_biodiv_sr_elev_res.Rmd b/src/510_analyse_biodiv_sr_elev_res.Rmd
new file mode 100644
index 0000000..5b5dbe0
--- /dev/null
+++ b/src/510_analyse_biodiv_sr_elev_res.Rmd
@@ -0,0 +1,126 @@
+---
+title: "500 Analyse Biodiv-RS"
+output: html_notebook
+---
+
+```{r, include = FALSE}
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+
+dir.create(path_analysis_sr, showWarnings = FALSE)
+
+all_models = readRDS(file.path(path_compile_analysis_sr_elev_res, "models_res_elev_res.rds"))
+
+
+# Collect model performance
+pls_res = modelPerformance(all_models[["pls"]])
+rf_res = modelPerformance(all_models[["rf"]])
+
+pls_res$resmodel = pls_res$resp
+pls_res$resp = gsub("_gam_elev_res", "", pls_res$resp)
+
+rf_res$resmodel = rf_res$resp
+rf_res$resp = gsub("_gam_elev_res", "", rf_res$resp)
+
+summary(pls_res)
+summary(rf_res)
+
+# Get trophic levels
+tl = read.table(file.path(path_meta, "trophic_levels.csv"), header = TRUE, sep = ";")
+pls_res = merge(pls_res, tl, by.x = "resp", by.y = "Species")
+rf_res = merge(rf_res, tl, by.x = "resp", by.y = "Species")
+```
+
+# Compare PLS and RF
+```{r, echo=FALSE}
+models_res = rbind(pls_res[, -4], rf_res[, -4])
+models_res$mptype = paste0(models_res$mtype, "_", models_res$ptype)
+models_res$mptype = factor(models_res$mptype, levels = c("pls_elsp", "rf_elsp",
+                                                       "pls_elui", "rf_elui",
+                                                       "pls_kmra", "rf_kmra",
+                                                       "pls_spec", "rf_spec"))
+
+
+ggplot(data = models_res[models_res$ptype == "elui" | models_res$ptype == "spec",], aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
+  geom_boxplot() +
+  theme_bw() + 
+  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
+  labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))
+```
+
+```{r, echo=FALSE}
+pls_rf_res = merge(pls_res, rf_res, by = c("ptype", "resp", "Resample"), all.y = TRUE)
+colnames(pls_rf_res)[grep("\\.x", colnames(pls_rf_res))] = 
+  gsub("\\.x", "_pls", colnames(pls_rf_res)[grep("\\.x", colnames(pls_rf_res))])
+colnames(pls_rf_res)[grep("\\.y", colnames(pls_rf_res))] = 
+  gsub("\\.y", "_rf", colnames(pls_rf_res)[grep("\\.y", colnames(pls_rf_res))])
+# nrow(pls_rf_res)
+
+ptypes = c("elui", "kmra", "spec", "elsp")
+perf_check = lapply(ptypes, function(pt){
+  subdf = pls_rf_res[!is.na(pls_rf_res$RMSE_pls) & 
+                      pls_rf_res$ptype == pt &
+                      pls_rf_res$Resample == "Mean", ]
+  rownames(subdf[subdf$RMSE_pls < subdf$RMSE_rf, ])
+})
+names(perf_check) = ptypes
+```
+
+# Check performance of PLS and RF
+```{r, echo = FALSE}
+for(i in seq(length(perf_check))){
+rmse_perf = sort(round(1-pls_rf_res[as.numeric(perf_check[[i]]), "RMSE_pls"] / 
+                         pls_rf_res[as.numeric(perf_check[[i]]), "RMSE_rf"],2))
+var_rf_prct = sort(round(pls_rf_res[as.numeric(perf_check[[i]]), "nvars_rf"] / 
+                           pls_rf_res[as.numeric(perf_check[[i]]), "nvars_pls"],2))
+level_pls = sort(table(pls_rf_res[as.numeric(perf_check[[i]]), "Level_pls"]))
+print(names(perf_check[i]))
+print(pls_rf_res[as.numeric(perf_check[[i]]),])
+cat("RMSE (1 - PLS/RF):", rmse_perf, "\n")
+cat("Var number (RF/PLS):", var_rf_prct, "\n")
+cat("Levels with PLS is better:", level_pls, "\n")
+cat("\n\n")
+}
+```
+
+# Collect variable importance
+## Number of variables
+```{r}
+pls_rf_res_long = melt(pls_rf_res[pls_rf_res$Resample == "Mean", c(1, 2, 6, 13)], id.vars = c("ptype", "resp"))
+ggplot(data = pls_rf_res_long, aes(x = variable, y = value, fill = ptype)) +
+  geom_boxplot() + 
+  labs(list(x = "Models", y = "Number of variables" ,
+            fill = "Predictor Set")) +
+  theme_bw()
+```
+
+
+# Variable importance for PLS
+```{r, echo=FALSE}
+var_imp <- compVarImp(all_models[["pls"]][["spec"]]@model[[1]], scale = FALSE)
+# plotVarImp(var_imp)
+plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
+```
+
+# Variable importance for RF
+```{r, echo=FALSE}
+var_imp <- compVarImp(all_models[["rf"]][["spec"]]@model[[1]], scale = FALSE)
+# plotVarImp(var_imp)
+plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
+```
+
+
+# Trophic levels
+```{r}
+var_imp_levels = var_imp
+for(i in seq(length(var_imp_levels))){
+  var_imp_levels[[i]]$RESPONSE = tl$Level[grep(var_imp_levels[[i]]$RESPONSE[1], tl$Species)]
+}
+plotVarImpHeatmap(var_imp_levels, xlab = "Species", ylab = "Band")
+```
+
+
+
+
+When you save the notebook, an HTML file containing the code and output will be saved alongside it (click the *Preview* button or press *Ctrl+Shift+K* to preview the HTML file).
+
+The preview shows you a rendered HTML copy of the contents of the editor. Consequently, unlike *Knit*, *Preview* does not run any R code chunks. Instead, the output of the chunk when it was last run in the editor is displayed.
diff --git a/src/510_analyse_biodiv_sr_elev_res.nb.html b/src/510_analyse_biodiv_sr_elev_res.nb.html
new file mode 100644
index 0000000..e909da8
--- /dev/null
+++ b/src/510_analyse_biodiv_sr_elev_res.nb.html
@@ -0,0 +1,460 @@
+<!DOCTYPE html>
+
+<html xmlns="http://www.w3.org/1999/xhtml">
+
+<head>
+
+<meta charset="utf-8" />
+<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+<meta name="generator" content="pandoc" />
+
+
+
+
+<title>500 Analyse Biodiv-RS</title>
+
+<script src="data:application/x-javascript;base64,/*! jQuery v1.11.3 | (c) 2005, 2015 jQuery Foundation, Inc. | jquery.org/license */
!function(a,b){"object"==typeof module&&"object"==typeof module.exports?module.exports=a.document?b(a,!0):function(a){if(!a.document)throw new Error("jQuery requires a window with a document");return b(a)}:b(a)}("undefined"!=typeof window?window:this,function(a,b){var c=[],d=c.slice,e=c.concat,f=c.push,g=c.indexOf,h={},i=h.toString,j=h.hasOwnProperty,k={},l="1.11.3",m=function(a,b){return new m.fn.init(a,b)},n=/^[\s\uFEFF\xA0]+|[\s\uFEFF\xA0]+$/g,o=/^-ms-/,p=/-([\da-z])/gi,q=function(a,b){return b.toUpperCase()};m.fn=m.prototype={jquery:l,constructor:m,selector:"",length:0,toArray:function(){return d.call(this)},get:function(a){return null!=a?0>a?this[a+this.length]:this[a]:d.call(this)},pushStack:function(a){var b=m.merge(this.constructor(),a);return b.prevObject=this,b.context=this.context,b},each:function(a,b){return m.each(this,a,b)},map:function(a){return this.pushStack(m.map(this,function(b,c){return a.call(b,c,b)}))},slice:function(){return this.pushStack(d.apply(this,arguments))},first:function(){return this.eq(0)},last:function(){return this.eq(-1)},eq:function(a){var b=this.length,c=+a+(0>a?b:0);return this.pushStack(c>=0&&b>c?[this[c]]:[])},end:function(){return this.prevObject||this.constructor(null)},push:f,sort:c.sort,splice:c.splice},m.extend=m.fn.extend=function(){var a,b,c,d,e,f,g=arguments[0]||{},h=1,i=arguments.length,j=!1;for("boolean"==typeof g&&(j=g,g=arguments[h]||{},h++),"object"==typeof g||m.isFunction(g)||(g={}),h===i&&(g=this,h--);i>h;h++)if(null!=(e=arguments[h]))for(d in e)a=g[d],c=e[d],g!==c&&(j&&c&&(m.isPlainObject(c)||(b=m.isArray(c)))?(b?(b=!1,f=a&&m.isArray(a)?a:[]):f=a&&m.isPlainObject(a)?a:{},g[d]=m.extend(j,f,c)):void 0!==c&&(g[d]=c));return g},m.extend({expando:"jQuery"+(l+Math.random()).replace(/\D/g,""),isReady:!0,error:function(a){throw new Error(a)},noop:function(){},isFunction:function(a){return"function"===m.type(a)},isArray:Array.isArray||function(a){return"array"===m.type(a)},isWindow:function(a){return null!=a&&a==a.window},isNumeric:function(a){return!m.isArray(a)&&a-parseFloat(a)+1>=0},isEmptyObject:function(a){var b;for(b in a)return!1;return!0},isPlainObject:function(a){var b;if(!a||"object"!==m.type(a)||a.nodeType||m.isWindow(a))return!1;try{if(a.constructor&&!j.call(a,"constructor")&&!j.call(a.constructor.prototype,"isPrototypeOf"))return!1}catch(c){return!1}if(k.ownLast)for(b in a)return j.call(a,b);for(b in a);return void 0===b||j.call(a,b)},type:function(a){return null==a?a+"":"object"==typeof a||"function"==typeof a?h[i.call(a)]||"object":typeof a},globalEval:function(b){b&&m.trim(b)&&(a.execScript||function(b){a.eval.call(a,b)})(b)},camelCase:function(a){return a.replace(o,"ms-").replace(p,q)},nodeName:function(a,b){return a.nodeName&&a.nodeName.toLowerCase()===b.toLowerCase()},each:function(a,b,c){var d,e=0,f=a.length,g=r(a);if(c){if(g){for(;f>e;e++)if(d=b.apply(a[e],c),d===!1)break}else for(e in a)if(d=b.apply(a[e],c),d===!1)break}else if(g){for(;f>e;e++)if(d=b.call(a[e],e,a[e]),d===!1)break}else for(e in a)if(d=b.call(a[e],e,a[e]),d===!1)break;return a},trim:function(a){return null==a?"":(a+"").replace(n,"")},makeArray:function(a,b){var c=b||[];return null!=a&&(r(Object(a))?m.merge(c,"string"==typeof a?[a]:a):f.call(c,a)),c},inArray:function(a,b,c){var d;if(b){if(g)return g.call(b,a,c);for(d=b.length,c=c?0>c?Math.max(0,d+c):c:0;d>c;c++)if(c in b&&b[c]===a)return c}return-1},merge:function(a,b){var c=+b.length,d=0,e=a.length;while(c>d)a[e++]=b[d++];if(c!==c)while(void 0!==b[d])a[e++]=b[d++];return a.length=e,a},grep:function(a,b,c){for(var d,e=[],f=0,g=a.length,h=!c;g>f;f++)d=!b(a[f],f),d!==h&&e.push(a[f]);return e},map:function(a,b,c){var d,f=0,g=a.length,h=r(a),i=[];if(h)for(;g>f;f++)d=b(a[f],f,c),null!=d&&i.push(d);else for(f in a)d=b(a[f],f,c),null!=d&&i.push(d);return e.apply([],i)},guid:1,proxy:function(a,b){var c,e,f;return"string"==typeof b&&(f=a[b],b=a,a=f),m.isFunction(a)?(c=d.call(arguments,2),e=function(){return a.apply(b||this,c.concat(d.call(arguments)))},e.guid=a.guid=a.guid||m.guid++,e):void 0},now:function(){return+new Date},support:k}),m.each("Boolean Number String Function Array Date RegExp Object Error".split(" "),function(a,b){h["[object "+b+"]"]=b.toLowerCase()});function r(a){var b="length"in a&&a.length,c=m.type(a);return"function"===c||m.isWindow(a)?!1:1===a.nodeType&&b?!0:"array"===c||0===b||"number"==typeof b&&b>0&&b-1 in a}var s=function(a){var b,c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u="sizzle"+1*new Date,v=a.document,w=0,x=0,y=ha(),z=ha(),A=ha(),B=function(a,b){return a===b&&(l=!0),0},C=1<<31,D={}.hasOwnProperty,E=[],F=E.pop,G=E.push,H=E.push,I=E.slice,J=function(a,b){for(var c=0,d=a.length;d>c;c++)if(a[c]===b)return c;return-1},K="checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped",L="[\\x20\\t\\r\\n\\f]",M="(?:\\\\.|[\\w-]|[^\\x00-\\xa0])+",N=M.replace("w","w#"),O="\\["+L+"*("+M+")(?:"+L+"*([*^$|!~]?=)"+L+"*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|("+N+"))|)"+L+"*\\]",P=":("+M+")(?:\\((('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|((?:\\\\.|[^\\\\()[\\]]|"+O+")*)|.*)\\)|)",Q=new RegExp(L+"+","g"),R=new RegExp("^"+L+"+|((?:^|[^\\\\])(?:\\\\.)*)"+L+"+$","g"),S=new RegExp("^"+L+"*,"+L+"*"),T=new RegExp("^"+L+"*([>+~]|"+L+")"+L+"*"),U=new RegExp("="+L+"*([^\\]'\"]*?)"+L+"*\\]","g"),V=new RegExp(P),W=new RegExp("^"+N+"$"),X={ID:new RegExp("^#("+M+")"),CLASS:new RegExp("^\\.("+M+")"),TAG:new RegExp("^("+M.replace("w","w*")+")"),ATTR:new RegExp("^"+O),PSEUDO:new RegExp("^"+P),CHILD:new RegExp("^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\("+L+"*(even|odd|(([+-]|)(\\d*)n|)"+L+"*(?:([+-]|)"+L+"*(\\d+)|))"+L+"*\\)|)","i"),bool:new RegExp("^(?:"+K+")$","i"),needsContext:new RegExp("^"+L+"*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\("+L+"*((?:-\\d)?\\d*)"+L+"*\\)|)(?=[^-]|$)","i")},Y=/^(?:input|select|textarea|button)$/i,Z=/^h\d$/i,$=/^[^{]+\{\s*\[native \w/,_=/^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/,aa=/[+~]/,ba=/'|\\/g,ca=new RegExp("\\\\([\\da-f]{1,6}"+L+"?|("+L+")|.)","ig"),da=function(a,b,c){var d="0x"+b-65536;return d!==d||c?b:0>d?String.fromCharCode(d+65536):String.fromCharCode(d>>10|55296,1023&d|56320)},ea=function(){m()};try{H.apply(E=I.call(v.childNodes),v.childNodes),E[v.childNodes.length].nodeType}catch(fa){H={apply:E.length?function(a,b){G.apply(a,I.call(b))}:function(a,b){var c=a.length,d=0;while(a[c++]=b[d++]);a.length=c-1}}}function ga(a,b,d,e){var f,h,j,k,l,o,r,s,w,x;if((b?b.ownerDocument||b:v)!==n&&m(b),b=b||n,d=d||[],k=b.nodeType,"string"!=typeof a||!a||1!==k&&9!==k&&11!==k)return d;if(!e&&p){if(11!==k&&(f=_.exec(a)))if(j=f[1]){if(9===k){if(h=b.getElementById(j),!h||!h.parentNode)return d;if(h.id===j)return d.push(h),d}else if(b.ownerDocument&&(h=b.ownerDocument.getElementById(j))&&t(b,h)&&h.id===j)return d.push(h),d}else{if(f[2])return H.apply(d,b.getElementsByTagName(a)),d;if((j=f[3])&&c.getElementsByClassName)return H.apply(d,b.getElementsByClassName(j)),d}if(c.qsa&&(!q||!q.test(a))){if(s=r=u,w=b,x=1!==k&&a,1===k&&"object"!==b.nodeName.toLowerCase()){o=g(a),(r=b.getAttribute("id"))?s=r.replace(ba,"\\$&"):b.setAttribute("id",s),s="[id='"+s+"'] ",l=o.length;while(l--)o[l]=s+ra(o[l]);w=aa.test(a)&&pa(b.parentNode)||b,x=o.join(",")}if(x)try{return H.apply(d,w.querySelectorAll(x)),d}catch(y){}finally{r||b.removeAttribute("id")}}}return i(a.replace(R,"$1"),b,d,e)}function ha(){var a=[];function b(c,e){return a.push(c+" ")>d.cacheLength&&delete b[a.shift()],b[c+" "]=e}return b}function ia(a){return a[u]=!0,a}function ja(a){var b=n.createElement("div");try{return!!a(b)}catch(c){return!1}finally{b.parentNode&&b.parentNode.removeChild(b),b=null}}function ka(a,b){var c=a.split("|"),e=a.length;while(e--)d.attrHandle[c[e]]=b}function la(a,b){var c=b&&a,d=c&&1===a.nodeType&&1===b.nodeType&&(~b.sourceIndex||C)-(~a.sourceIndex||C);if(d)return d;if(c)while(c=c.nextSibling)if(c===b)return-1;return a?1:-1}function ma(a){return function(b){var c=b.nodeName.toLowerCase();return"input"===c&&b.type===a}}function na(a){return function(b){var c=b.nodeName.toLowerCase();return("input"===c||"button"===c)&&b.type===a}}function oa(a){return ia(function(b){return b=+b,ia(function(c,d){var e,f=a([],c.length,b),g=f.length;while(g--)c[e=f[g]]&&(c[e]=!(d[e]=c[e]))})})}function pa(a){return a&&"undefined"!=typeof a.getElementsByTagName&&a}c=ga.support={},f=ga.isXML=function(a){var b=a&&(a.ownerDocument||a).documentElement;return b?"HTML"!==b.nodeName:!1},m=ga.setDocument=function(a){var b,e,g=a?a.ownerDocument||a:v;return g!==n&&9===g.nodeType&&g.documentElement?(n=g,o=g.documentElement,e=g.defaultView,e&&e!==e.top&&(e.addEventListener?e.addEventListener("unload",ea,!1):e.attachEvent&&e.attachEvent("onunload",ea)),p=!f(g),c.attributes=ja(function(a){return a.className="i",!a.getAttribute("className")}),c.getElementsByTagName=ja(function(a){return a.appendChild(g.createComment("")),!a.getElementsByTagName("*").length}),c.getElementsByClassName=$.test(g.getElementsByClassName),c.getById=ja(function(a){return o.appendChild(a).id=u,!g.getElementsByName||!g.getElementsByName(u).length}),c.getById?(d.find.ID=function(a,b){if("undefined"!=typeof b.getElementById&&p){var c=b.getElementById(a);return c&&c.parentNode?[c]:[]}},d.filter.ID=function(a){var b=a.replace(ca,da);return function(a){return a.getAttribute("id")===b}}):(delete d.find.ID,d.filter.ID=function(a){var b=a.replace(ca,da);return function(a){var c="undefined"!=typeof a.getAttributeNode&&a.getAttributeNode("id");return c&&c.value===b}}),d.find.TAG=c.getElementsByTagName?function(a,b){return"undefined"!=typeof b.getElementsByTagName?b.getElementsByTagName(a):c.qsa?b.querySelectorAll(a):void 0}:function(a,b){var c,d=[],e=0,f=b.getElementsByTagName(a);if("*"===a){while(c=f[e++])1===c.nodeType&&d.push(c);return d}return f},d.find.CLASS=c.getElementsByClassName&&function(a,b){return p?b.getElementsByClassName(a):void 0},r=[],q=[],(c.qsa=$.test(g.querySelectorAll))&&(ja(function(a){o.appendChild(a).innerHTML="<a id='"+u+"'></a><select id='"+u+"-\f]' msallowcapture=''><option selected=''></option></select>",a.querySelectorAll("[msallowcapture^='']").length&&q.push("[*^$]="+L+"*(?:''|\"\")"),a.querySelectorAll("[selected]").length||q.push("\\["+L+"*(?:value|"+K+")"),a.querySelectorAll("[id~="+u+"-]").length||q.push("~="),a.querySelectorAll(":checked").length||q.push(":checked"),a.querySelectorAll("a#"+u+"+*").length||q.push(".#.+[+~]")}),ja(function(a){var b=g.createElement("input");b.setAttribute("type","hidden"),a.appendChild(b).setAttribute("name","D"),a.querySelectorAll("[name=d]").length&&q.push("name"+L+"*[*^$|!~]?="),a.querySelectorAll(":enabled").length||q.push(":enabled",":disabled"),a.querySelectorAll("*,:x"),q.push(",.*:")})),(c.matchesSelector=$.test(s=o.matches||o.webkitMatchesSelector||o.mozMatchesSelector||o.oMatchesSelector||o.msMatchesSelector))&&ja(function(a){c.disconnectedMatch=s.call(a,"div"),s.call(a,"[s!='']:x"),r.push("!=",P)}),q=q.length&&new RegExp(q.join("|")),r=r.length&&new RegExp(r.join("|")),b=$.test(o.compareDocumentPosition),t=b||$.test(o.contains)?function(a,b){var c=9===a.nodeType?a.documentElement:a,d=b&&b.parentNode;return a===d||!(!d||1!==d.nodeType||!(c.contains?c.contains(d):a.compareDocumentPosition&&16&a.compareDocumentPosition(d)))}:function(a,b){if(b)while(b=b.parentNode)if(b===a)return!0;return!1},B=b?function(a,b){if(a===b)return l=!0,0;var d=!a.compareDocumentPosition-!b.compareDocumentPosition;return d?d:(d=(a.ownerDocument||a)===(b.ownerDocument||b)?a.compareDocumentPosition(b):1,1&d||!c.sortDetached&&b.compareDocumentPosition(a)===d?a===g||a.ownerDocument===v&&t(v,a)?-1:b===g||b.ownerDocument===v&&t(v,b)?1:k?J(k,a)-J(k,b):0:4&d?-1:1)}:function(a,b){if(a===b)return l=!0,0;var c,d=0,e=a.parentNode,f=b.parentNode,h=[a],i=[b];if(!e||!f)return a===g?-1:b===g?1:e?-1:f?1:k?J(k,a)-J(k,b):0;if(e===f)return la(a,b);c=a;while(c=c.parentNode)h.unshift(c);c=b;while(c=c.parentNode)i.unshift(c);while(h[d]===i[d])d++;return d?la(h[d],i[d]):h[d]===v?-1:i[d]===v?1:0},g):n},ga.matches=function(a,b){return ga(a,null,null,b)},ga.matchesSelector=function(a,b){if((a.ownerDocument||a)!==n&&m(a),b=b.replace(U,"='$1']"),!(!c.matchesSelector||!p||r&&r.test(b)||q&&q.test(b)))try{var d=s.call(a,b);if(d||c.disconnectedMatch||a.document&&11!==a.document.nodeType)return d}catch(e){}return ga(b,n,null,[a]).length>0},ga.contains=function(a,b){return(a.ownerDocument||a)!==n&&m(a),t(a,b)},ga.attr=function(a,b){(a.ownerDocument||a)!==n&&m(a);var e=d.attrHandle[b.toLowerCase()],f=e&&D.call(d.attrHandle,b.toLowerCase())?e(a,b,!p):void 0;return void 0!==f?f:c.attributes||!p?a.getAttribute(b):(f=a.getAttributeNode(b))&&f.specified?f.value:null},ga.error=function(a){throw new Error("Syntax error, unrecognized expression: "+a)},ga.uniqueSort=function(a){var b,d=[],e=0,f=0;if(l=!c.detectDuplicates,k=!c.sortStable&&a.slice(0),a.sort(B),l){while(b=a[f++])b===a[f]&&(e=d.push(f));while(e--)a.splice(d[e],1)}return k=null,a},e=ga.getText=function(a){var b,c="",d=0,f=a.nodeType;if(f){if(1===f||9===f||11===f){if("string"==typeof a.textContent)return a.textContent;for(a=a.firstChild;a;a=a.nextSibling)c+=e(a)}else if(3===f||4===f)return a.nodeValue}else while(b=a[d++])c+=e(b);return c},d=ga.selectors={cacheLength:50,createPseudo:ia,match:X,attrHandle:{},find:{},relative:{">":{dir:"parentNode",first:!0}," ":{dir:"parentNode"},"+":{dir:"previousSibling",first:!0},"~":{dir:"previousSibling"}},preFilter:{ATTR:function(a){return a[1]=a[1].replace(ca,da),a[3]=(a[3]||a[4]||a[5]||"").replace(ca,da),"~="===a[2]&&(a[3]=" "+a[3]+" "),a.slice(0,4)},CHILD:function(a){return a[1]=a[1].toLowerCase(),"nth"===a[1].slice(0,3)?(a[3]||ga.error(a[0]),a[4]=+(a[4]?a[5]+(a[6]||1):2*("even"===a[3]||"odd"===a[3])),a[5]=+(a[7]+a[8]||"odd"===a[3])):a[3]&&ga.error(a[0]),a},PSEUDO:function(a){var b,c=!a[6]&&a[2];return X.CHILD.test(a[0])?null:(a[3]?a[2]=a[4]||a[5]||"":c&&V.test(c)&&(b=g(c,!0))&&(b=c.indexOf(")",c.length-b)-c.length)&&(a[0]=a[0].slice(0,b),a[2]=c.slice(0,b)),a.slice(0,3))}},filter:{TAG:function(a){var b=a.replace(ca,da).toLowerCase();return"*"===a?function(){return!0}:function(a){return a.nodeName&&a.nodeName.toLowerCase()===b}},CLASS:function(a){var b=y[a+" "];return b||(b=new RegExp("(^|"+L+")"+a+"("+L+"|$)"))&&y(a,function(a){return b.test("string"==typeof a.className&&a.className||"undefined"!=typeof a.getAttribute&&a.getAttribute("class")||"")})},ATTR:function(a,b,c){return function(d){var e=ga.attr(d,a);return null==e?"!="===b:b?(e+="","="===b?e===c:"!="===b?e!==c:"^="===b?c&&0===e.indexOf(c):"*="===b?c&&e.indexOf(c)>-1:"$="===b?c&&e.slice(-c.length)===c:"~="===b?(" "+e.replace(Q," ")+" ").indexOf(c)>-1:"|="===b?e===c||e.slice(0,c.length+1)===c+"-":!1):!0}},CHILD:function(a,b,c,d,e){var f="nth"!==a.slice(0,3),g="last"!==a.slice(-4),h="of-type"===b;return 1===d&&0===e?function(a){return!!a.parentNode}:function(b,c,i){var j,k,l,m,n,o,p=f!==g?"nextSibling":"previousSibling",q=b.parentNode,r=h&&b.nodeName.toLowerCase(),s=!i&&!h;if(q){if(f){while(p){l=b;while(l=l[p])if(h?l.nodeName.toLowerCase()===r:1===l.nodeType)return!1;o=p="only"===a&&!o&&"nextSibling"}return!0}if(o=[g?q.firstChild:q.lastChild],g&&s){k=q[u]||(q[u]={}),j=k[a]||[],n=j[0]===w&&j[1],m=j[0]===w&&j[2],l=n&&q.childNodes[n];while(l=++n&&l&&l[p]||(m=n=0)||o.pop())if(1===l.nodeType&&++m&&l===b){k[a]=[w,n,m];break}}else if(s&&(j=(b[u]||(b[u]={}))[a])&&j[0]===w)m=j[1];else while(l=++n&&l&&l[p]||(m=n=0)||o.pop())if((h?l.nodeName.toLowerCase()===r:1===l.nodeType)&&++m&&(s&&((l[u]||(l[u]={}))[a]=[w,m]),l===b))break;return m-=e,m===d||m%d===0&&m/d>=0}}},PSEUDO:function(a,b){var c,e=d.pseudos[a]||d.setFilters[a.toLowerCase()]||ga.error("unsupported pseudo: "+a);return e[u]?e(b):e.length>1?(c=[a,a,"",b],d.setFilters.hasOwnProperty(a.toLowerCase())?ia(function(a,c){var d,f=e(a,b),g=f.length;while(g--)d=J(a,f[g]),a[d]=!(c[d]=f[g])}):function(a){return e(a,0,c)}):e}},pseudos:{not:ia(function(a){var b=[],c=[],d=h(a.replace(R,"$1"));return d[u]?ia(function(a,b,c,e){var f,g=d(a,null,e,[]),h=a.length;while(h--)(f=g[h])&&(a[h]=!(b[h]=f))}):function(a,e,f){return b[0]=a,d(b,null,f,c),b[0]=null,!c.pop()}}),has:ia(function(a){return function(b){return ga(a,b).length>0}}),contains:ia(function(a){return a=a.replace(ca,da),function(b){return(b.textContent||b.innerText||e(b)).indexOf(a)>-1}}),lang:ia(function(a){return W.test(a||"")||ga.error("unsupported lang: "+a),a=a.replace(ca,da).toLowerCase(),function(b){var c;do if(c=p?b.lang:b.getAttribute("xml:lang")||b.getAttribute("lang"))return c=c.toLowerCase(),c===a||0===c.indexOf(a+"-");while((b=b.parentNode)&&1===b.nodeType);return!1}}),target:function(b){var c=a.location&&a.location.hash;return c&&c.slice(1)===b.id},root:function(a){return a===o},focus:function(a){return a===n.activeElement&&(!n.hasFocus||n.hasFocus())&&!!(a.type||a.href||~a.tabIndex)},enabled:function(a){return a.disabled===!1},disabled:function(a){return a.disabled===!0},checked:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&!!a.checked||"option"===b&&!!a.selected},selected:function(a){return a.parentNode&&a.parentNode.selectedIndex,a.selected===!0},empty:function(a){for(a=a.firstChild;a;a=a.nextSibling)if(a.nodeType<6)return!1;return!0},parent:function(a){return!d.pseudos.empty(a)},header:function(a){return Z.test(a.nodeName)},input:function(a){return Y.test(a.nodeName)},button:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&"button"===a.type||"button"===b},text:function(a){var b;return"input"===a.nodeName.toLowerCase()&&"text"===a.type&&(null==(b=a.getAttribute("type"))||"text"===b.toLowerCase())},first:oa(function(){return[0]}),last:oa(function(a,b){return[b-1]}),eq:oa(function(a,b,c){return[0>c?c+b:c]}),even:oa(function(a,b){for(var c=0;b>c;c+=2)a.push(c);return a}),odd:oa(function(a,b){for(var c=1;b>c;c+=2)a.push(c);return a}),lt:oa(function(a,b,c){for(var d=0>c?c+b:c;--d>=0;)a.push(d);return a}),gt:oa(function(a,b,c){for(var d=0>c?c+b:c;++d<b;)a.push(d);return a})}},d.pseudos.nth=d.pseudos.eq;for(b in{radio:!0,checkbox:!0,file:!0,password:!0,image:!0})d.pseudos[b]=ma(b);for(b in{submit:!0,reset:!0})d.pseudos[b]=na(b);function qa(){}qa.prototype=d.filters=d.pseudos,d.setFilters=new qa,g=ga.tokenize=function(a,b){var c,e,f,g,h,i,j,k=z[a+" "];if(k)return b?0:k.slice(0);h=a,i=[],j=d.preFilter;while(h){(!c||(e=S.exec(h)))&&(e&&(h=h.slice(e[0].length)||h),i.push(f=[])),c=!1,(e=T.exec(h))&&(c=e.shift(),f.push({value:c,type:e[0].replace(R," ")}),h=h.slice(c.length));for(g in d.filter)!(e=X[g].exec(h))||j[g]&&!(e=j[g](e))||(c=e.shift(),f.push({value:c,type:g,matches:e}),h=h.slice(c.length));if(!c)break}return b?h.length:h?ga.error(a):z(a,i).slice(0)};function ra(a){for(var b=0,c=a.length,d="";c>b;b++)d+=a[b].value;return d}function sa(a,b,c){var d=b.dir,e=c&&"parentNode"===d,f=x++;return b.first?function(b,c,f){while(b=b[d])if(1===b.nodeType||e)return a(b,c,f)}:function(b,c,g){var h,i,j=[w,f];if(g){while(b=b[d])if((1===b.nodeType||e)&&a(b,c,g))return!0}else while(b=b[d])if(1===b.nodeType||e){if(i=b[u]||(b[u]={}),(h=i[d])&&h[0]===w&&h[1]===f)return j[2]=h[2];if(i[d]=j,j[2]=a(b,c,g))return!0}}}function ta(a){return a.length>1?function(b,c,d){var e=a.length;while(e--)if(!a[e](b,c,d))return!1;return!0}:a[0]}function ua(a,b,c){for(var d=0,e=b.length;e>d;d++)ga(a,b[d],c);return c}function va(a,b,c,d,e){for(var f,g=[],h=0,i=a.length,j=null!=b;i>h;h++)(f=a[h])&&(!c||c(f,d,e))&&(g.push(f),j&&b.push(h));return g}function wa(a,b,c,d,e,f){return d&&!d[u]&&(d=wa(d)),e&&!e[u]&&(e=wa(e,f)),ia(function(f,g,h,i){var j,k,l,m=[],n=[],o=g.length,p=f||ua(b||"*",h.nodeType?[h]:h,[]),q=!a||!f&&b?p:va(p,m,a,h,i),r=c?e||(f?a:o||d)?[]:g:q;if(c&&c(q,r,h,i),d){j=va(r,n),d(j,[],h,i),k=j.length;while(k--)(l=j[k])&&(r[n[k]]=!(q[n[k]]=l))}if(f){if(e||a){if(e){j=[],k=r.length;while(k--)(l=r[k])&&j.push(q[k]=l);e(null,r=[],j,i)}k=r.length;while(k--)(l=r[k])&&(j=e?J(f,l):m[k])>-1&&(f[j]=!(g[j]=l))}}else r=va(r===g?r.splice(o,r.length):r),e?e(null,g,r,i):H.apply(g,r)})}function xa(a){for(var b,c,e,f=a.length,g=d.relative[a[0].type],h=g||d.relative[" "],i=g?1:0,k=sa(function(a){return a===b},h,!0),l=sa(function(a){return J(b,a)>-1},h,!0),m=[function(a,c,d){var e=!g&&(d||c!==j)||((b=c).nodeType?k(a,c,d):l(a,c,d));return b=null,e}];f>i;i++)if(c=d.relative[a[i].type])m=[sa(ta(m),c)];else{if(c=d.filter[a[i].type].apply(null,a[i].matches),c[u]){for(e=++i;f>e;e++)if(d.relative[a[e].type])break;return wa(i>1&&ta(m),i>1&&ra(a.slice(0,i-1).concat({value:" "===a[i-2].type?"*":""})).replace(R,"$1"),c,e>i&&xa(a.slice(i,e)),f>e&&xa(a=a.slice(e)),f>e&&ra(a))}m.push(c)}return ta(m)}function ya(a,b){var c=b.length>0,e=a.length>0,f=function(f,g,h,i,k){var l,m,o,p=0,q="0",r=f&&[],s=[],t=j,u=f||e&&d.find.TAG("*",k),v=w+=null==t?1:Math.random()||.1,x=u.length;for(k&&(j=g!==n&&g);q!==x&&null!=(l=u[q]);q++){if(e&&l){m=0;while(o=a[m++])if(o(l,g,h)){i.push(l);break}k&&(w=v)}c&&((l=!o&&l)&&p--,f&&r.push(l))}if(p+=q,c&&q!==p){m=0;while(o=b[m++])o(r,s,g,h);if(f){if(p>0)while(q--)r[q]||s[q]||(s[q]=F.call(i));s=va(s)}H.apply(i,s),k&&!f&&s.length>0&&p+b.length>1&&ga.uniqueSort(i)}return k&&(w=v,j=t),r};return c?ia(f):f}return h=ga.compile=function(a,b){var c,d=[],e=[],f=A[a+" "];if(!f){b||(b=g(a)),c=b.length;while(c--)f=xa(b[c]),f[u]?d.push(f):e.push(f);f=A(a,ya(e,d)),f.selector=a}return f},i=ga.select=function(a,b,e,f){var i,j,k,l,m,n="function"==typeof a&&a,o=!f&&g(a=n.selector||a);if(e=e||[],1===o.length){if(j=o[0]=o[0].slice(0),j.length>2&&"ID"===(k=j[0]).type&&c.getById&&9===b.nodeType&&p&&d.relative[j[1].type]){if(b=(d.find.ID(k.matches[0].replace(ca,da),b)||[])[0],!b)return e;n&&(b=b.parentNode),a=a.slice(j.shift().value.length)}i=X.needsContext.test(a)?0:j.length;while(i--){if(k=j[i],d.relative[l=k.type])break;if((m=d.find[l])&&(f=m(k.matches[0].replace(ca,da),aa.test(j[0].type)&&pa(b.parentNode)||b))){if(j.splice(i,1),a=f.length&&ra(j),!a)return H.apply(e,f),e;break}}}return(n||h(a,o))(f,b,!p,e,aa.test(a)&&pa(b.parentNode)||b),e},c.sortStable=u.split("").sort(B).join("")===u,c.detectDuplicates=!!l,m(),c.sortDetached=ja(function(a){return 1&a.compareDocumentPosition(n.createElement("div"))}),ja(function(a){return a.innerHTML="<a href='#'></a>","#"===a.firstChild.getAttribute("href")})||ka("type|href|height|width",function(a,b,c){return c?void 0:a.getAttribute(b,"type"===b.toLowerCase()?1:2)}),c.attributes&&ja(function(a){return a.innerHTML="<input/>",a.firstChild.setAttribute("value",""),""===a.firstChild.getAttribute("value")})||ka("value",function(a,b,c){return c||"input"!==a.nodeName.toLowerCase()?void 0:a.defaultValue}),ja(function(a){return null==a.getAttribute("disabled")})||ka(K,function(a,b,c){var d;return c?void 0:a[b]===!0?b.toLowerCase():(d=a.getAttributeNode(b))&&d.specified?d.value:null}),ga}(a);m.find=s,m.expr=s.selectors,m.expr[":"]=m.expr.pseudos,m.unique=s.uniqueSort,m.text=s.getText,m.isXMLDoc=s.isXML,m.contains=s.contains;var t=m.expr.match.needsContext,u=/^<(\w+)\s*\/?>(?:<\/\1>|)$/,v=/^.[^:#\[\.,]*$/;function w(a,b,c){if(m.isFunction(b))return m.grep(a,function(a,d){return!!b.call(a,d,a)!==c});if(b.nodeType)return m.grep(a,function(a){return a===b!==c});if("string"==typeof b){if(v.test(b))return m.filter(b,a,c);b=m.filter(b,a)}return m.grep(a,function(a){return m.inArray(a,b)>=0!==c})}m.filter=function(a,b,c){var d=b[0];return c&&(a=":not("+a+")"),1===b.length&&1===d.nodeType?m.find.matchesSelector(d,a)?[d]:[]:m.find.matches(a,m.grep(b,function(a){return 1===a.nodeType}))},m.fn.extend({find:function(a){var b,c=[],d=this,e=d.length;if("string"!=typeof a)return this.pushStack(m(a).filter(function(){for(b=0;e>b;b++)if(m.contains(d[b],this))return!0}));for(b=0;e>b;b++)m.find(a,d[b],c);return c=this.pushStack(e>1?m.unique(c):c),c.selector=this.selector?this.selector+" "+a:a,c},filter:function(a){return this.pushStack(w(this,a||[],!1))},not:function(a){return this.pushStack(w(this,a||[],!0))},is:function(a){return!!w(this,"string"==typeof a&&t.test(a)?m(a):a||[],!1).length}});var x,y=a.document,z=/^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]*))$/,A=m.fn.init=function(a,b){var c,d;if(!a)return this;if("string"==typeof a){if(c="<"===a.charAt(0)&&">"===a.charAt(a.length-1)&&a.length>=3?[null,a,null]:z.exec(a),!c||!c[1]&&b)return!b||b.jquery?(b||x).find(a):this.constructor(b).find(a);if(c[1]){if(b=b instanceof m?b[0]:b,m.merge(this,m.parseHTML(c[1],b&&b.nodeType?b.ownerDocument||b:y,!0)),u.test(c[1])&&m.isPlainObject(b))for(c in b)m.isFunction(this[c])?this[c](b[c]):this.attr(c,b[c]);return this}if(d=y.getElementById(c[2]),d&&d.parentNode){if(d.id!==c[2])return x.find(a);this.length=1,this[0]=d}return this.context=y,this.selector=a,this}return a.nodeType?(this.context=this[0]=a,this.length=1,this):m.isFunction(a)?"undefined"!=typeof x.ready?x.ready(a):a(m):(void 0!==a.selector&&(this.selector=a.selector,this.context=a.context),m.makeArray(a,this))};A.prototype=m.fn,x=m(y);var B=/^(?:parents|prev(?:Until|All))/,C={children:!0,contents:!0,next:!0,prev:!0};m.extend({dir:function(a,b,c){var d=[],e=a[b];while(e&&9!==e.nodeType&&(void 0===c||1!==e.nodeType||!m(e).is(c)))1===e.nodeType&&d.push(e),e=e[b];return d},sibling:function(a,b){for(var c=[];a;a=a.nextSibling)1===a.nodeType&&a!==b&&c.push(a);return c}}),m.fn.extend({has:function(a){var b,c=m(a,this),d=c.length;return this.filter(function(){for(b=0;d>b;b++)if(m.contains(this,c[b]))return!0})},closest:function(a,b){for(var c,d=0,e=this.length,f=[],g=t.test(a)||"string"!=typeof a?m(a,b||this.context):0;e>d;d++)for(c=this[d];c&&c!==b;c=c.parentNode)if(c.nodeType<11&&(g?g.index(c)>-1:1===c.nodeType&&m.find.matchesSelector(c,a))){f.push(c);break}return this.pushStack(f.length>1?m.unique(f):f)},index:function(a){return a?"string"==typeof a?m.inArray(this[0],m(a)):m.inArray(a.jquery?a[0]:a,this):this[0]&&this[0].parentNode?this.first().prevAll().length:-1},add:function(a,b){return this.pushStack(m.unique(m.merge(this.get(),m(a,b))))},addBack:function(a){return this.add(null==a?this.prevObject:this.prevObject.filter(a))}});function D(a,b){do a=a[b];while(a&&1!==a.nodeType);return a}m.each({parent:function(a){var b=a.parentNode;return b&&11!==b.nodeType?b:null},parents:function(a){return m.dir(a,"parentNode")},parentsUntil:function(a,b,c){return m.dir(a,"parentNode",c)},next:function(a){return D(a,"nextSibling")},prev:function(a){return D(a,"previousSibling")},nextAll:function(a){return m.dir(a,"nextSibling")},prevAll:function(a){return m.dir(a,"previousSibling")},nextUntil:function(a,b,c){return m.dir(a,"nextSibling",c)},prevUntil:function(a,b,c){return m.dir(a,"previousSibling",c)},siblings:function(a){return m.sibling((a.parentNode||{}).firstChild,a)},children:function(a){return m.sibling(a.firstChild)},contents:function(a){return m.nodeName(a,"iframe")?a.contentDocument||a.contentWindow.document:m.merge([],a.childNodes)}},function(a,b){m.fn[a]=function(c,d){var e=m.map(this,b,c);return"Until"!==a.slice(-5)&&(d=c),d&&"string"==typeof d&&(e=m.filter(d,e)),this.length>1&&(C[a]||(e=m.unique(e)),B.test(a)&&(e=e.reverse())),this.pushStack(e)}});var E=/\S+/g,F={};function G(a){var b=F[a]={};return m.each(a.match(E)||[],function(a,c){b[c]=!0}),b}m.Callbacks=function(a){a="string"==typeof a?F[a]||G(a):m.extend({},a);var b,c,d,e,f,g,h=[],i=!a.once&&[],j=function(l){for(c=a.memory&&l,d=!0,f=g||0,g=0,e=h.length,b=!0;h&&e>f;f++)if(h[f].apply(l[0],l[1])===!1&&a.stopOnFalse){c=!1;break}b=!1,h&&(i?i.length&&j(i.shift()):c?h=[]:k.disable())},k={add:function(){if(h){var d=h.length;!function f(b){m.each(b,function(b,c){var d=m.type(c);"function"===d?a.unique&&k.has(c)||h.push(c):c&&c.length&&"string"!==d&&f(c)})}(arguments),b?e=h.length:c&&(g=d,j(c))}return this},remove:function(){return h&&m.each(arguments,function(a,c){var d;while((d=m.inArray(c,h,d))>-1)h.splice(d,1),b&&(e>=d&&e--,f>=d&&f--)}),this},has:function(a){return a?m.inArray(a,h)>-1:!(!h||!h.length)},empty:function(){return h=[],e=0,this},disable:function(){return h=i=c=void 0,this},disabled:function(){return!h},lock:function(){return i=void 0,c||k.disable(),this},locked:function(){return!i},fireWith:function(a,c){return!h||d&&!i||(c=c||[],c=[a,c.slice?c.slice():c],b?i.push(c):j(c)),this},fire:function(){return k.fireWith(this,arguments),this},fired:function(){return!!d}};return k},m.extend({Deferred:function(a){var b=[["resolve","done",m.Callbacks("once memory"),"resolved"],["reject","fail",m.Callbacks("once memory"),"rejected"],["notify","progress",m.Callbacks("memory")]],c="pending",d={state:function(){return c},always:function(){return e.done(arguments).fail(arguments),this},then:function(){var a=arguments;return m.Deferred(function(c){m.each(b,function(b,f){var g=m.isFunction(a[b])&&a[b];e[f[1]](function(){var a=g&&g.apply(this,arguments);a&&m.isFunction(a.promise)?a.promise().done(c.resolve).fail(c.reject).progress(c.notify):c[f[0]+"With"](this===d?c.promise():this,g?[a]:arguments)})}),a=null}).promise()},promise:function(a){return null!=a?m.extend(a,d):d}},e={};return d.pipe=d.then,m.each(b,function(a,f){var g=f[2],h=f[3];d[f[1]]=g.add,h&&g.add(function(){c=h},b[1^a][2].disable,b[2][2].lock),e[f[0]]=function(){return e[f[0]+"With"](this===e?d:this,arguments),this},e[f[0]+"With"]=g.fireWith}),d.promise(e),a&&a.call(e,e),e},when:function(a){var b=0,c=d.call(arguments),e=c.length,f=1!==e||a&&m.isFunction(a.promise)?e:0,g=1===f?a:m.Deferred(),h=function(a,b,c){return function(e){b[a]=this,c[a]=arguments.length>1?d.call(arguments):e,c===i?g.notifyWith(b,c):--f||g.resolveWith(b,c)}},i,j,k;if(e>1)for(i=new Array(e),j=new Array(e),k=new Array(e);e>b;b++)c[b]&&m.isFunction(c[b].promise)?c[b].promise().done(h(b,k,c)).fail(g.reject).progress(h(b,j,i)):--f;return f||g.resolveWith(k,c),g.promise()}});var H;m.fn.ready=function(a){return m.ready.promise().done(a),this},m.extend({isReady:!1,readyWait:1,holdReady:function(a){a?m.readyWait++:m.ready(!0)},ready:function(a){if(a===!0?!--m.readyWait:!m.isReady){if(!y.body)return setTimeout(m.ready);m.isReady=!0,a!==!0&&--m.readyWait>0||(H.resolveWith(y,[m]),m.fn.triggerHandler&&(m(y).triggerHandler("ready"),m(y).off("ready")))}}});function I(){y.addEventListener?(y.removeEventListener("DOMContentLoaded",J,!1),a.removeEventListener("load",J,!1)):(y.detachEvent("onreadystatechange",J),a.detachEvent("onload",J))}function J(){(y.addEventListener||"load"===event.type||"complete"===y.readyState)&&(I(),m.ready())}m.ready.promise=function(b){if(!H)if(H=m.Deferred(),"complete"===y.readyState)setTimeout(m.ready);else if(y.addEventListener)y.addEventListener("DOMContentLoaded",J,!1),a.addEventListener("load",J,!1);else{y.attachEvent("onreadystatechange",J),a.attachEvent("onload",J);var c=!1;try{c=null==a.frameElement&&y.documentElement}catch(d){}c&&c.doScroll&&!function e(){if(!m.isReady){try{c.doScroll("left")}catch(a){return setTimeout(e,50)}I(),m.ready()}}()}return H.promise(b)};var K="undefined",L;for(L in m(k))break;k.ownLast="0"!==L,k.inlineBlockNeedsLayout=!1,m(function(){var a,b,c,d;c=y.getElementsByTagName("body")[0],c&&c.style&&(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),typeof b.style.zoom!==K&&(b.style.cssText="display:inline;margin:0;border:0;padding:1px;width:1px;zoom:1",k.inlineBlockNeedsLayout=a=3===b.offsetWidth,a&&(c.style.zoom=1)),c.removeChild(d))}),function(){var a=y.createElement("div");if(null==k.deleteExpando){k.deleteExpando=!0;try{delete a.test}catch(b){k.deleteExpando=!1}}a=null}(),m.acceptData=function(a){var b=m.noData[(a.nodeName+" ").toLowerCase()],c=+a.nodeType||1;return 1!==c&&9!==c?!1:!b||b!==!0&&a.getAttribute("classid")===b};var M=/^(?:\{[\w\W]*\}|\[[\w\W]*\])$/,N=/([A-Z])/g;function O(a,b,c){if(void 0===c&&1===a.nodeType){var d="data-"+b.replace(N,"-$1").toLowerCase();if(c=a.getAttribute(d),"string"==typeof c){try{c="true"===c?!0:"false"===c?!1:"null"===c?null:+c+""===c?+c:M.test(c)?m.parseJSON(c):c}catch(e){}m.data(a,b,c)}else c=void 0}return c}function P(a){var b;for(b in a)if(("data"!==b||!m.isEmptyObject(a[b]))&&"toJSON"!==b)return!1;

return!0}function Q(a,b,d,e){if(m.acceptData(a)){var f,g,h=m.expando,i=a.nodeType,j=i?m.cache:a,k=i?a[h]:a[h]&&h;if(k&&j[k]&&(e||j[k].data)||void 0!==d||"string"!=typeof b)return k||(k=i?a[h]=c.pop()||m.guid++:h),j[k]||(j[k]=i?{}:{toJSON:m.noop}),("object"==typeof b||"function"==typeof b)&&(e?j[k]=m.extend(j[k],b):j[k].data=m.extend(j[k].data,b)),g=j[k],e||(g.data||(g.data={}),g=g.data),void 0!==d&&(g[m.camelCase(b)]=d),"string"==typeof b?(f=g[b],null==f&&(f=g[m.camelCase(b)])):f=g,f}}function R(a,b,c){if(m.acceptData(a)){var d,e,f=a.nodeType,g=f?m.cache:a,h=f?a[m.expando]:m.expando;if(g[h]){if(b&&(d=c?g[h]:g[h].data)){m.isArray(b)?b=b.concat(m.map(b,m.camelCase)):b in d?b=[b]:(b=m.camelCase(b),b=b in d?[b]:b.split(" ")),e=b.length;while(e--)delete d[b[e]];if(c?!P(d):!m.isEmptyObject(d))return}(c||(delete g[h].data,P(g[h])))&&(f?m.cleanData([a],!0):k.deleteExpando||g!=g.window?delete g[h]:g[h]=null)}}}m.extend({cache:{},noData:{"applet ":!0,"embed ":!0,"object ":"clsid:D27CDB6E-AE6D-11cf-96B8-444553540000"},hasData:function(a){return a=a.nodeType?m.cache[a[m.expando]]:a[m.expando],!!a&&!P(a)},data:function(a,b,c){return Q(a,b,c)},removeData:function(a,b){return R(a,b)},_data:function(a,b,c){return Q(a,b,c,!0)},_removeData:function(a,b){return R(a,b,!0)}}),m.fn.extend({data:function(a,b){var c,d,e,f=this[0],g=f&&f.attributes;if(void 0===a){if(this.length&&(e=m.data(f),1===f.nodeType&&!m._data(f,"parsedAttrs"))){c=g.length;while(c--)g[c]&&(d=g[c].name,0===d.indexOf("data-")&&(d=m.camelCase(d.slice(5)),O(f,d,e[d])));m._data(f,"parsedAttrs",!0)}return e}return"object"==typeof a?this.each(function(){m.data(this,a)}):arguments.length>1?this.each(function(){m.data(this,a,b)}):f?O(f,a,m.data(f,a)):void 0},removeData:function(a){return this.each(function(){m.removeData(this,a)})}}),m.extend({queue:function(a,b,c){var d;return a?(b=(b||"fx")+"queue",d=m._data(a,b),c&&(!d||m.isArray(c)?d=m._data(a,b,m.makeArray(c)):d.push(c)),d||[]):void 0},dequeue:function(a,b){b=b||"fx";var c=m.queue(a,b),d=c.length,e=c.shift(),f=m._queueHooks(a,b),g=function(){m.dequeue(a,b)};"inprogress"===e&&(e=c.shift(),d--),e&&("fx"===b&&c.unshift("inprogress"),delete f.stop,e.call(a,g,f)),!d&&f&&f.empty.fire()},_queueHooks:function(a,b){var c=b+"queueHooks";return m._data(a,c)||m._data(a,c,{empty:m.Callbacks("once memory").add(function(){m._removeData(a,b+"queue"),m._removeData(a,c)})})}}),m.fn.extend({queue:function(a,b){var c=2;return"string"!=typeof a&&(b=a,a="fx",c--),arguments.length<c?m.queue(this[0],a):void 0===b?this:this.each(function(){var c=m.queue(this,a,b);m._queueHooks(this,a),"fx"===a&&"inprogress"!==c[0]&&m.dequeue(this,a)})},dequeue:function(a){return this.each(function(){m.dequeue(this,a)})},clearQueue:function(a){return this.queue(a||"fx",[])},promise:function(a,b){var c,d=1,e=m.Deferred(),f=this,g=this.length,h=function(){--d||e.resolveWith(f,[f])};"string"!=typeof a&&(b=a,a=void 0),a=a||"fx";while(g--)c=m._data(f[g],a+"queueHooks"),c&&c.empty&&(d++,c.empty.add(h));return h(),e.promise(b)}});var S=/[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/.source,T=["Top","Right","Bottom","Left"],U=function(a,b){return a=b||a,"none"===m.css(a,"display")||!m.contains(a.ownerDocument,a)},V=m.access=function(a,b,c,d,e,f,g){var h=0,i=a.length,j=null==c;if("object"===m.type(c)){e=!0;for(h in c)m.access(a,b,h,c[h],!0,f,g)}else if(void 0!==d&&(e=!0,m.isFunction(d)||(g=!0),j&&(g?(b.call(a,d),b=null):(j=b,b=function(a,b,c){return j.call(m(a),c)})),b))for(;i>h;h++)b(a[h],c,g?d:d.call(a[h],h,b(a[h],c)));return e?a:j?b.call(a):i?b(a[0],c):f},W=/^(?:checkbox|radio)$/i;!function(){var a=y.createElement("input"),b=y.createElement("div"),c=y.createDocumentFragment();if(b.innerHTML="  <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",k.leadingWhitespace=3===b.firstChild.nodeType,k.tbody=!b.getElementsByTagName("tbody").length,k.htmlSerialize=!!b.getElementsByTagName("link").length,k.html5Clone="<:nav></:nav>"!==y.createElement("nav").cloneNode(!0).outerHTML,a.type="checkbox",a.checked=!0,c.appendChild(a),k.appendChecked=a.checked,b.innerHTML="<textarea>x</textarea>",k.noCloneChecked=!!b.cloneNode(!0).lastChild.defaultValue,c.appendChild(b),b.innerHTML="<input type='radio' checked='checked' name='t'/>",k.checkClone=b.cloneNode(!0).cloneNode(!0).lastChild.checked,k.noCloneEvent=!0,b.attachEvent&&(b.attachEvent("onclick",function(){k.noCloneEvent=!1}),b.cloneNode(!0).click()),null==k.deleteExpando){k.deleteExpando=!0;try{delete b.test}catch(d){k.deleteExpando=!1}}}(),function(){var b,c,d=y.createElement("div");for(b in{submit:!0,change:!0,focusin:!0})c="on"+b,(k[b+"Bubbles"]=c in a)||(d.setAttribute(c,"t"),k[b+"Bubbles"]=d.attributes[c].expando===!1);d=null}();var X=/^(?:input|select|textarea)$/i,Y=/^key/,Z=/^(?:mouse|pointer|contextmenu)|click/,$=/^(?:focusinfocus|focusoutblur)$/,_=/^([^.]*)(?:\.(.+)|)$/;function aa(){return!0}function ba(){return!1}function ca(){try{return y.activeElement}catch(a){}}m.event={global:{},add:function(a,b,c,d,e){var f,g,h,i,j,k,l,n,o,p,q,r=m._data(a);if(r){c.handler&&(i=c,c=i.handler,e=i.selector),c.guid||(c.guid=m.guid++),(g=r.events)||(g=r.events={}),(k=r.handle)||(k=r.handle=function(a){return typeof m===K||a&&m.event.triggered===a.type?void 0:m.event.dispatch.apply(k.elem,arguments)},k.elem=a),b=(b||"").match(E)||[""],h=b.length;while(h--)f=_.exec(b[h])||[],o=q=f[1],p=(f[2]||"").split(".").sort(),o&&(j=m.event.special[o]||{},o=(e?j.delegateType:j.bindType)||o,j=m.event.special[o]||{},l=m.extend({type:o,origType:q,data:d,handler:c,guid:c.guid,selector:e,needsContext:e&&m.expr.match.needsContext.test(e),namespace:p.join(".")},i),(n=g[o])||(n=g[o]=[],n.delegateCount=0,j.setup&&j.setup.call(a,d,p,k)!==!1||(a.addEventListener?a.addEventListener(o,k,!1):a.attachEvent&&a.attachEvent("on"+o,k))),j.add&&(j.add.call(a,l),l.handler.guid||(l.handler.guid=c.guid)),e?n.splice(n.delegateCount++,0,l):n.push(l),m.event.global[o]=!0);a=null}},remove:function(a,b,c,d,e){var f,g,h,i,j,k,l,n,o,p,q,r=m.hasData(a)&&m._data(a);if(r&&(k=r.events)){b=(b||"").match(E)||[""],j=b.length;while(j--)if(h=_.exec(b[j])||[],o=q=h[1],p=(h[2]||"").split(".").sort(),o){l=m.event.special[o]||{},o=(d?l.delegateType:l.bindType)||o,n=k[o]||[],h=h[2]&&new RegExp("(^|\\.)"+p.join("\\.(?:.*\\.|)")+"(\\.|$)"),i=f=n.length;while(f--)g=n[f],!e&&q!==g.origType||c&&c.guid!==g.guid||h&&!h.test(g.namespace)||d&&d!==g.selector&&("**"!==d||!g.selector)||(n.splice(f,1),g.selector&&n.delegateCount--,l.remove&&l.remove.call(a,g));i&&!n.length&&(l.teardown&&l.teardown.call(a,p,r.handle)!==!1||m.removeEvent(a,o,r.handle),delete k[o])}else for(o in k)m.event.remove(a,o+b[j],c,d,!0);m.isEmptyObject(k)&&(delete r.handle,m._removeData(a,"events"))}},trigger:function(b,c,d,e){var f,g,h,i,k,l,n,o=[d||y],p=j.call(b,"type")?b.type:b,q=j.call(b,"namespace")?b.namespace.split("."):[];if(h=l=d=d||y,3!==d.nodeType&&8!==d.nodeType&&!$.test(p+m.event.triggered)&&(p.indexOf(".")>=0&&(q=p.split("."),p=q.shift(),q.sort()),g=p.indexOf(":")<0&&"on"+p,b=b[m.expando]?b:new m.Event(p,"object"==typeof b&&b),b.isTrigger=e?2:3,b.namespace=q.join("."),b.namespace_re=b.namespace?new RegExp("(^|\\.)"+q.join("\\.(?:.*\\.|)")+"(\\.|$)"):null,b.result=void 0,b.target||(b.target=d),c=null==c?[b]:m.makeArray(c,[b]),k=m.event.special[p]||{},e||!k.trigger||k.trigger.apply(d,c)!==!1)){if(!e&&!k.noBubble&&!m.isWindow(d)){for(i=k.delegateType||p,$.test(i+p)||(h=h.parentNode);h;h=h.parentNode)o.push(h),l=h;l===(d.ownerDocument||y)&&o.push(l.defaultView||l.parentWindow||a)}n=0;while((h=o[n++])&&!b.isPropagationStopped())b.type=n>1?i:k.bindType||p,f=(m._data(h,"events")||{})[b.type]&&m._data(h,"handle"),f&&f.apply(h,c),f=g&&h[g],f&&f.apply&&m.acceptData(h)&&(b.result=f.apply(h,c),b.result===!1&&b.preventDefault());if(b.type=p,!e&&!b.isDefaultPrevented()&&(!k._default||k._default.apply(o.pop(),c)===!1)&&m.acceptData(d)&&g&&d[p]&&!m.isWindow(d)){l=d[g],l&&(d[g]=null),m.event.triggered=p;try{d[p]()}catch(r){}m.event.triggered=void 0,l&&(d[g]=l)}return b.result}},dispatch:function(a){a=m.event.fix(a);var b,c,e,f,g,h=[],i=d.call(arguments),j=(m._data(this,"events")||{})[a.type]||[],k=m.event.special[a.type]||{};if(i[0]=a,a.delegateTarget=this,!k.preDispatch||k.preDispatch.call(this,a)!==!1){h=m.event.handlers.call(this,a,j),b=0;while((f=h[b++])&&!a.isPropagationStopped()){a.currentTarget=f.elem,g=0;while((e=f.handlers[g++])&&!a.isImmediatePropagationStopped())(!a.namespace_re||a.namespace_re.test(e.namespace))&&(a.handleObj=e,a.data=e.data,c=((m.event.special[e.origType]||{}).handle||e.handler).apply(f.elem,i),void 0!==c&&(a.result=c)===!1&&(a.preventDefault(),a.stopPropagation()))}return k.postDispatch&&k.postDispatch.call(this,a),a.result}},handlers:function(a,b){var c,d,e,f,g=[],h=b.delegateCount,i=a.target;if(h&&i.nodeType&&(!a.button||"click"!==a.type))for(;i!=this;i=i.parentNode||this)if(1===i.nodeType&&(i.disabled!==!0||"click"!==a.type)){for(e=[],f=0;h>f;f++)d=b[f],c=d.selector+" ",void 0===e[c]&&(e[c]=d.needsContext?m(c,this).index(i)>=0:m.find(c,this,null,[i]).length),e[c]&&e.push(d);e.length&&g.push({elem:i,handlers:e})}return h<b.length&&g.push({elem:this,handlers:b.slice(h)}),g},fix:function(a){if(a[m.expando])return a;var b,c,d,e=a.type,f=a,g=this.fixHooks[e];g||(this.fixHooks[e]=g=Z.test(e)?this.mouseHooks:Y.test(e)?this.keyHooks:{}),d=g.props?this.props.concat(g.props):this.props,a=new m.Event(f),b=d.length;while(b--)c=d[b],a[c]=f[c];return a.target||(a.target=f.srcElement||y),3===a.target.nodeType&&(a.target=a.target.parentNode),a.metaKey=!!a.metaKey,g.filter?g.filter(a,f):a},props:"altKey bubbles cancelable ctrlKey currentTarget eventPhase metaKey relatedTarget shiftKey target timeStamp view which".split(" "),fixHooks:{},keyHooks:{props:"char charCode key keyCode".split(" "),filter:function(a,b){return null==a.which&&(a.which=null!=b.charCode?b.charCode:b.keyCode),a}},mouseHooks:{props:"button buttons clientX clientY fromElement offsetX offsetY pageX pageY screenX screenY toElement".split(" "),filter:function(a,b){var c,d,e,f=b.button,g=b.fromElement;return null==a.pageX&&null!=b.clientX&&(d=a.target.ownerDocument||y,e=d.documentElement,c=d.body,a.pageX=b.clientX+(e&&e.scrollLeft||c&&c.scrollLeft||0)-(e&&e.clientLeft||c&&c.clientLeft||0),a.pageY=b.clientY+(e&&e.scrollTop||c&&c.scrollTop||0)-(e&&e.clientTop||c&&c.clientTop||0)),!a.relatedTarget&&g&&(a.relatedTarget=g===a.target?b.toElement:g),a.which||void 0===f||(a.which=1&f?1:2&f?3:4&f?2:0),a}},special:{load:{noBubble:!0},focus:{trigger:function(){if(this!==ca()&&this.focus)try{return this.focus(),!1}catch(a){}},delegateType:"focusin"},blur:{trigger:function(){return this===ca()&&this.blur?(this.blur(),!1):void 0},delegateType:"focusout"},click:{trigger:function(){return m.nodeName(this,"input")&&"checkbox"===this.type&&this.click?(this.click(),!1):void 0},_default:function(a){return m.nodeName(a.target,"a")}},beforeunload:{postDispatch:function(a){void 0!==a.result&&a.originalEvent&&(a.originalEvent.returnValue=a.result)}}},simulate:function(a,b,c,d){var e=m.extend(new m.Event,c,{type:a,isSimulated:!0,originalEvent:{}});d?m.event.trigger(e,null,b):m.event.dispatch.call(b,e),e.isDefaultPrevented()&&c.preventDefault()}},m.removeEvent=y.removeEventListener?function(a,b,c){a.removeEventListener&&a.removeEventListener(b,c,!1)}:function(a,b,c){var d="on"+b;a.detachEvent&&(typeof a[d]===K&&(a[d]=null),a.detachEvent(d,c))},m.Event=function(a,b){return this instanceof m.Event?(a&&a.type?(this.originalEvent=a,this.type=a.type,this.isDefaultPrevented=a.defaultPrevented||void 0===a.defaultPrevented&&a.returnValue===!1?aa:ba):this.type=a,b&&m.extend(this,b),this.timeStamp=a&&a.timeStamp||m.now(),void(this[m.expando]=!0)):new m.Event(a,b)},m.Event.prototype={isDefaultPrevented:ba,isPropagationStopped:ba,isImmediatePropagationStopped:ba,preventDefault:function(){var a=this.originalEvent;this.isDefaultPrevented=aa,a&&(a.preventDefault?a.preventDefault():a.returnValue=!1)},stopPropagation:function(){var a=this.originalEvent;this.isPropagationStopped=aa,a&&(a.stopPropagation&&a.stopPropagation(),a.cancelBubble=!0)},stopImmediatePropagation:function(){var a=this.originalEvent;this.isImmediatePropagationStopped=aa,a&&a.stopImmediatePropagation&&a.stopImmediatePropagation(),this.stopPropagation()}},m.each({mouseenter:"mouseover",mouseleave:"mouseout",pointerenter:"pointerover",pointerleave:"pointerout"},function(a,b){m.event.special[a]={delegateType:b,bindType:b,handle:function(a){var c,d=this,e=a.relatedTarget,f=a.handleObj;return(!e||e!==d&&!m.contains(d,e))&&(a.type=f.origType,c=f.handler.apply(this,arguments),a.type=b),c}}}),k.submitBubbles||(m.event.special.submit={setup:function(){return m.nodeName(this,"form")?!1:void m.event.add(this,"click._submit keypress._submit",function(a){var b=a.target,c=m.nodeName(b,"input")||m.nodeName(b,"button")?b.form:void 0;c&&!m._data(c,"submitBubbles")&&(m.event.add(c,"submit._submit",function(a){a._submit_bubble=!0}),m._data(c,"submitBubbles",!0))})},postDispatch:function(a){a._submit_bubble&&(delete a._submit_bubble,this.parentNode&&!a.isTrigger&&m.event.simulate("submit",this.parentNode,a,!0))},teardown:function(){return m.nodeName(this,"form")?!1:void m.event.remove(this,"._submit")}}),k.changeBubbles||(m.event.special.change={setup:function(){return X.test(this.nodeName)?(("checkbox"===this.type||"radio"===this.type)&&(m.event.add(this,"propertychange._change",function(a){"checked"===a.originalEvent.propertyName&&(this._just_changed=!0)}),m.event.add(this,"click._change",function(a){this._just_changed&&!a.isTrigger&&(this._just_changed=!1),m.event.simulate("change",this,a,!0)})),!1):void m.event.add(this,"beforeactivate._change",function(a){var b=a.target;X.test(b.nodeName)&&!m._data(b,"changeBubbles")&&(m.event.add(b,"change._change",function(a){!this.parentNode||a.isSimulated||a.isTrigger||m.event.simulate("change",this.parentNode,a,!0)}),m._data(b,"changeBubbles",!0))})},handle:function(a){var b=a.target;return this!==b||a.isSimulated||a.isTrigger||"radio"!==b.type&&"checkbox"!==b.type?a.handleObj.handler.apply(this,arguments):void 0},teardown:function(){return m.event.remove(this,"._change"),!X.test(this.nodeName)}}),k.focusinBubbles||m.each({focus:"focusin",blur:"focusout"},function(a,b){var c=function(a){m.event.simulate(b,a.target,m.event.fix(a),!0)};m.event.special[b]={setup:function(){var d=this.ownerDocument||this,e=m._data(d,b);e||d.addEventListener(a,c,!0),m._data(d,b,(e||0)+1)},teardown:function(){var d=this.ownerDocument||this,e=m._data(d,b)-1;e?m._data(d,b,e):(d.removeEventListener(a,c,!0),m._removeData(d,b))}}}),m.fn.extend({on:function(a,b,c,d,e){var f,g;if("object"==typeof a){"string"!=typeof b&&(c=c||b,b=void 0);for(f in a)this.on(f,b,c,a[f],e);return this}if(null==c&&null==d?(d=b,c=b=void 0):null==d&&("string"==typeof b?(d=c,c=void 0):(d=c,c=b,b=void 0)),d===!1)d=ba;else if(!d)return this;return 1===e&&(g=d,d=function(a){return m().off(a),g.apply(this,arguments)},d.guid=g.guid||(g.guid=m.guid++)),this.each(function(){m.event.add(this,a,d,c,b)})},one:function(a,b,c,d){return this.on(a,b,c,d,1)},off:function(a,b,c){var d,e;if(a&&a.preventDefault&&a.handleObj)return d=a.handleObj,m(a.delegateTarget).off(d.namespace?d.origType+"."+d.namespace:d.origType,d.selector,d.handler),this;if("object"==typeof a){for(e in a)this.off(e,b,a[e]);return this}return(b===!1||"function"==typeof b)&&(c=b,b=void 0),c===!1&&(c=ba),this.each(function(){m.event.remove(this,a,c,b)})},trigger:function(a,b){return this.each(function(){m.event.trigger(a,b,this)})},triggerHandler:function(a,b){var c=this[0];return c?m.event.trigger(a,b,c,!0):void 0}});function da(a){var b=ea.split("|"),c=a.createDocumentFragment();if(c.createElement)while(b.length)c.createElement(b.pop());return c}var ea="abbr|article|aside|audio|bdi|canvas|data|datalist|details|figcaption|figure|footer|header|hgroup|mark|meter|nav|output|progress|section|summary|time|video",fa=/ jQuery\d+="(?:null|\d+)"/g,ga=new RegExp("<(?:"+ea+")[\\s/>]","i"),ha=/^\s+/,ia=/<(?!area|br|col|embed|hr|img|input|link|meta|param)(([\w:]+)[^>]*)\/>/gi,ja=/<([\w:]+)/,ka=/<tbody/i,la=/<|&#?\w+;/,ma=/<(?:script|style|link)/i,na=/checked\s*(?:[^=]|=\s*.checked.)/i,oa=/^$|\/(?:java|ecma)script/i,pa=/^true\/(.*)/,qa=/^\s*<!(?:\[CDATA\[|--)|(?:\]\]|--)>\s*$/g,ra={option:[1,"<select multiple='multiple'>","</select>"],legend:[1,"<fieldset>","</fieldset>"],area:[1,"<map>","</map>"],param:[1,"<object>","</object>"],thead:[1,"<table>","</table>"],tr:[2,"<table><tbody>","</tbody></table>"],col:[2,"<table><tbody></tbody><colgroup>","</colgroup></table>"],td:[3,"<table><tbody><tr>","</tr></tbody></table>"],_default:k.htmlSerialize?[0,"",""]:[1,"X<div>","</div>"]},sa=da(y),ta=sa.appendChild(y.createElement("div"));ra.optgroup=ra.option,ra.tbody=ra.tfoot=ra.colgroup=ra.caption=ra.thead,ra.th=ra.td;function ua(a,b){var c,d,e=0,f=typeof a.getElementsByTagName!==K?a.getElementsByTagName(b||"*"):typeof a.querySelectorAll!==K?a.querySelectorAll(b||"*"):void 0;if(!f)for(f=[],c=a.childNodes||a;null!=(d=c[e]);e++)!b||m.nodeName(d,b)?f.push(d):m.merge(f,ua(d,b));return void 0===b||b&&m.nodeName(a,b)?m.merge([a],f):f}function va(a){W.test(a.type)&&(a.defaultChecked=a.checked)}function wa(a,b){return m.nodeName(a,"table")&&m.nodeName(11!==b.nodeType?b:b.firstChild,"tr")?a.getElementsByTagName("tbody")[0]||a.appendChild(a.ownerDocument.createElement("tbody")):a}function xa(a){return a.type=(null!==m.find.attr(a,"type"))+"/"+a.type,a}function ya(a){var b=pa.exec(a.type);return b?a.type=b[1]:a.removeAttribute("type"),a}function za(a,b){for(var c,d=0;null!=(c=a[d]);d++)m._data(c,"globalEval",!b||m._data(b[d],"globalEval"))}function Aa(a,b){if(1===b.nodeType&&m.hasData(a)){var c,d,e,f=m._data(a),g=m._data(b,f),h=f.events;if(h){delete g.handle,g.events={};for(c in h)for(d=0,e=h[c].length;e>d;d++)m.event.add(b,c,h[c][d])}g.data&&(g.data=m.extend({},g.data))}}function Ba(a,b){var c,d,e;if(1===b.nodeType){if(c=b.nodeName.toLowerCase(),!k.noCloneEvent&&b[m.expando]){e=m._data(b);for(d in e.events)m.removeEvent(b,d,e.handle);b.removeAttribute(m.expando)}"script"===c&&b.text!==a.text?(xa(b).text=a.text,ya(b)):"object"===c?(b.parentNode&&(b.outerHTML=a.outerHTML),k.html5Clone&&a.innerHTML&&!m.trim(b.innerHTML)&&(b.innerHTML=a.innerHTML)):"input"===c&&W.test(a.type)?(b.defaultChecked=b.checked=a.checked,b.value!==a.value&&(b.value=a.value)):"option"===c?b.defaultSelected=b.selected=a.defaultSelected:("input"===c||"textarea"===c)&&(b.defaultValue=a.defaultValue)}}m.extend({clone:function(a,b,c){var d,e,f,g,h,i=m.contains(a.ownerDocument,a);if(k.html5Clone||m.isXMLDoc(a)||!ga.test("<"+a.nodeName+">")?f=a.cloneNode(!0):(ta.innerHTML=a.outerHTML,ta.removeChild(f=ta.firstChild)),!(k.noCloneEvent&&k.noCloneChecked||1!==a.nodeType&&11!==a.nodeType||m.isXMLDoc(a)))for(d=ua(f),h=ua(a),g=0;null!=(e=h[g]);++g)d[g]&&Ba(e,d[g]);if(b)if(c)for(h=h||ua(a),d=d||ua(f),g=0;null!=(e=h[g]);g++)Aa(e,d[g]);else Aa(a,f);return d=ua(f,"script"),d.length>0&&za(d,!i&&ua(a,"script")),d=h=e=null,f},buildFragment:function(a,b,c,d){for(var e,f,g,h,i,j,l,n=a.length,o=da(b),p=[],q=0;n>q;q++)if(f=a[q],f||0===f)if("object"===m.type(f))m.merge(p,f.nodeType?[f]:f);else if(la.test(f)){h=h||o.appendChild(b.createElement("div")),i=(ja.exec(f)||["",""])[1].toLowerCase(),l=ra[i]||ra._default,h.innerHTML=l[1]+f.replace(ia,"<$1></$2>")+l[2],e=l[0];while(e--)h=h.lastChild;if(!k.leadingWhitespace&&ha.test(f)&&p.push(b.createTextNode(ha.exec(f)[0])),!k.tbody){f="table"!==i||ka.test(f)?"<table>"!==l[1]||ka.test(f)?0:h:h.firstChild,e=f&&f.childNodes.length;while(e--)m.nodeName(j=f.childNodes[e],"tbody")&&!j.childNodes.length&&f.removeChild(j)}m.merge(p,h.childNodes),h.textContent="";while(h.firstChild)h.removeChild(h.firstChild);h=o.lastChild}else p.push(b.createTextNode(f));h&&o.removeChild(h),k.appendChecked||m.grep(ua(p,"input"),va),q=0;while(f=p[q++])if((!d||-1===m.inArray(f,d))&&(g=m.contains(f.ownerDocument,f),h=ua(o.appendChild(f),"script"),g&&za(h),c)){e=0;while(f=h[e++])oa.test(f.type||"")&&c.push(f)}return h=null,o},cleanData:function(a,b){for(var d,e,f,g,h=0,i=m.expando,j=m.cache,l=k.deleteExpando,n=m.event.special;null!=(d=a[h]);h++)if((b||m.acceptData(d))&&(f=d[i],g=f&&j[f])){if(g.events)for(e in g.events)n[e]?m.event.remove(d,e):m.removeEvent(d,e,g.handle);j[f]&&(delete j[f],l?delete d[i]:typeof d.removeAttribute!==K?d.removeAttribute(i):d[i]=null,c.push(f))}}}),m.fn.extend({text:function(a){return V(this,function(a){return void 0===a?m.text(this):this.empty().append((this[0]&&this[0].ownerDocument||y).createTextNode(a))},null,a,arguments.length)},append:function(){return this.domManip(arguments,function(a){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var b=wa(this,a);b.appendChild(a)}})},prepend:function(){return this.domManip(arguments,function(a){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var b=wa(this,a);b.insertBefore(a,b.firstChild)}})},before:function(){return this.domManip(arguments,function(a){this.parentNode&&this.parentNode.insertBefore(a,this)})},after:function(){return this.domManip(arguments,function(a){this.parentNode&&this.parentNode.insertBefore(a,this.nextSibling)})},remove:function(a,b){for(var c,d=a?m.filter(a,this):this,e=0;null!=(c=d[e]);e++)b||1!==c.nodeType||m.cleanData(ua(c)),c.parentNode&&(b&&m.contains(c.ownerDocument,c)&&za(ua(c,"script")),c.parentNode.removeChild(c));return this},empty:function(){for(var a,b=0;null!=(a=this[b]);b++){1===a.nodeType&&m.cleanData(ua(a,!1));while(a.firstChild)a.removeChild(a.firstChild);a.options&&m.nodeName(a,"select")&&(a.options.length=0)}return this},clone:function(a,b){return a=null==a?!1:a,b=null==b?a:b,this.map(function(){return m.clone(this,a,b)})},html:function(a){return V(this,function(a){var b=this[0]||{},c=0,d=this.length;if(void 0===a)return 1===b.nodeType?b.innerHTML.replace(fa,""):void 0;if(!("string"!=typeof a||ma.test(a)||!k.htmlSerialize&&ga.test(a)||!k.leadingWhitespace&&ha.test(a)||ra[(ja.exec(a)||["",""])[1].toLowerCase()])){a=a.replace(ia,"<$1></$2>");try{for(;d>c;c++)b=this[c]||{},1===b.nodeType&&(m.cleanData(ua(b,!1)),b.innerHTML=a);b=0}catch(e){}}b&&this.empty().append(a)},null,a,arguments.length)},replaceWith:function(){var a=arguments[0];return this.domManip(arguments,function(b){a=this.parentNode,m.cleanData(ua(this)),a&&a.replaceChild(b,this)}),a&&(a.length||a.nodeType)?this:this.remove()},detach:function(a){return this.remove(a,!0)},domManip:function(a,b){a=e.apply([],a);var c,d,f,g,h,i,j=0,l=this.length,n=this,o=l-1,p=a[0],q=m.isFunction(p);if(q||l>1&&"string"==typeof p&&!k.checkClone&&na.test(p))return this.each(function(c){var d=n.eq(c);q&&(a[0]=p.call(this,c,d.html())),d.domManip(a,b)});if(l&&(i=m.buildFragment(a,this[0].ownerDocument,!1,this),c=i.firstChild,1===i.childNodes.length&&(i=c),c)){for(g=m.map(ua(i,"script"),xa),f=g.length;l>j;j++)d=i,j!==o&&(d=m.clone(d,!0,!0),f&&m.merge(g,ua(d,"script"))),b.call(this[j],d,j);if(f)for(h=g[g.length-1].ownerDocument,m.map(g,ya),j=0;f>j;j++)d=g[j],oa.test(d.type||"")&&!m._data(d,"globalEval")&&m.contains(h,d)&&(d.src?m._evalUrl&&m._evalUrl(d.src):m.globalEval((d.text||d.textContent||d.innerHTML||"").replace(qa,"")));i=c=null}return this}}),m.each({appendTo:"append",prependTo:"prepend",insertBefore:"before",insertAfter:"after",replaceAll:"replaceWith"},function(a,b){m.fn[a]=function(a){for(var c,d=0,e=[],g=m(a),h=g.length-1;h>=d;d++)c=d===h?this:this.clone(!0),m(g[d])[b](c),f.apply(e,c.get());return this.pushStack(e)}});var Ca,Da={};function Ea(b,c){var d,e=m(c.createElement(b)).appendTo(c.body),f=a.getDefaultComputedStyle&&(d=a.getDefaultComputedStyle(e[0]))?d.display:m.css(e[0],"display");return e.detach(),f}function Fa(a){var b=y,c=Da[a];return c||(c=Ea(a,b),"none"!==c&&c||(Ca=(Ca||m("<iframe frameborder='0' width='0' height='0'/>")).appendTo(b.documentElement),b=(Ca[0].contentWindow||Ca[0].contentDocument).document,b.write(),b.close(),c=Ea(a,b),Ca.detach()),Da[a]=c),c}!function(){var a;k.shrinkWrapBlocks=function(){if(null!=a)return a;a=!1;var b,c,d;return c=y.getElementsByTagName("body")[0],c&&c.style?(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),typeof b.style.zoom!==K&&(b.style.cssText="-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;display:block;margin:0;border:0;padding:1px;width:1px;zoom:1",b.appendChild(y.createElement("div")).style.width="5px",a=3!==b.offsetWidth),c.removeChild(d),a):void 0}}();var Ga=/^margin/,Ha=new RegExp("^("+S+")(?!px)[a-z%]+$","i"),Ia,Ja,Ka=/^(top|right|bottom|left)$/;a.getComputedStyle?(Ia=function(b){return b.ownerDocument.defaultView.opener?b.ownerDocument.defaultView.getComputedStyle(b,null):a.getComputedStyle(b,null)},Ja=function(a,b,c){var d,e,f,g,h=a.style;return c=c||Ia(a),g=c?c.getPropertyValue(b)||c[b]:void 0,c&&(""!==g||m.contains(a.ownerDocument,a)||(g=m.style(a,b)),Ha.test(g)&&Ga.test(b)&&(d=h.width,e=h.minWidth,f=h.maxWidth,h.minWidth=h.maxWidth=h.width=g,g=c.width,h.width=d,h.minWidth=e,h.maxWidth=f)),void 0===g?g:g+""}):y.documentElement.currentStyle&&(Ia=function(a){return a.currentStyle},Ja=function(a,b,c){var d,e,f,g,h=a.style;return c=c||Ia(a),g=c?c[b]:void 0,null==g&&h&&h[b]&&(g=h[b]),Ha.test(g)&&!Ka.test(b)&&(d=h.left,e=a.runtimeStyle,f=e&&e.left,f&&(e.left=a.currentStyle.left),h.left="fontSize"===b?"1em":g,g=h.pixelLeft+"px",h.left=d,f&&(e.left=f)),void 0===g?g:g+""||"auto"});function La(a,b){return{get:function(){var c=a();if(null!=c)return c?void delete this.get:(this.get=b).apply(this,arguments)}}}!function(){var b,c,d,e,f,g,h;if(b=y.createElement("div"),b.innerHTML="  <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",d=b.getElementsByTagName("a")[0],c=d&&d.style){c.cssText="float:left;opacity:.5",k.opacity="0.5"===c.opacity,k.cssFloat=!!c.cssFloat,b.style.backgroundClip="content-box",b.cloneNode(!0).style.backgroundClip="",k.clearCloneStyle="content-box"===b.style.backgroundClip,k.boxSizing=""===c.boxSizing||""===c.MozBoxSizing||""===c.WebkitBoxSizing,m.extend(k,{reliableHiddenOffsets:function(){return null==g&&i(),g},boxSizingReliable:function(){return null==f&&i(),f},pixelPosition:function(){return null==e&&i(),e},reliableMarginRight:function(){return null==h&&i(),h}});function i(){var b,c,d,i;c=y.getElementsByTagName("body")[0],c&&c.style&&(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),b.style.cssText="-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box;display:block;margin-top:1%;top:1%;border:1px;padding:1px;width:4px;position:absolute",e=f=!1,h=!0,a.getComputedStyle&&(e="1%"!==(a.getComputedStyle(b,null)||{}).top,f="4px"===(a.getComputedStyle(b,null)||{width:"4px"}).width,i=b.appendChild(y.createElement("div")),i.style.cssText=b.style.cssText="-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;display:block;margin:0;border:0;padding:0",i.style.marginRight=i.style.width="0",b.style.width="1px",h=!parseFloat((a.getComputedStyle(i,null)||{}).marginRight),b.removeChild(i)),b.innerHTML="<table><tr><td></td><td>t</td></tr></table>",i=b.getElementsByTagName("td"),i[0].style.cssText="margin:0;border:0;padding:0;display:none",g=0===i[0].offsetHeight,g&&(i[0].style.display="",i[1].style.display="none",g=0===i[0].offsetHeight),c.removeChild(d))}}}(),m.swap=function(a,b,c,d){var e,f,g={};for(f in b)g[f]=a.style[f],a.style[f]=b[f];e=c.apply(a,d||[]);for(f in b)a.style[f]=g[f];return e};var Ma=/alpha\([^)]*\)/i,Na=/opacity\s*=\s*([^)]*)/,Oa=/^(none|table(?!-c[ea]).+)/,Pa=new RegExp("^("+S+")(.*)$","i"),Qa=new RegExp("^([+-])=("+S+")","i"),Ra={position:"absolute",visibility:"hidden",display:"block"},Sa={letterSpacing:"0",fontWeight:"400"},Ta=["Webkit","O","Moz","ms"];function Ua(a,b){if(b in a)return b;var c=b.charAt(0).toUpperCase()+b.slice(1),d=b,e=Ta.length;while(e--)if(b=Ta[e]+c,b in a)return b;return d}function Va(a,b){for(var c,d,e,f=[],g=0,h=a.length;h>g;g++)d=a[g],d.style&&(f[g]=m._data(d,"olddisplay"),c=d.style.display,b?(f[g]||"none"!==c||(d.style.display=""),""===d.style.display&&U(d)&&(f[g]=m._data(d,"olddisplay",Fa(d.nodeName)))):(e=U(d),(c&&"none"!==c||!e)&&m._data(d,"olddisplay",e?c:m.css(d,"display"))));for(g=0;h>g;g++)d=a[g],d.style&&(b&&"none"!==d.style.display&&""!==d.style.display||(d.style.display=b?f[g]||"":"none"));return a}function Wa(a,b,c){var d=Pa.exec(b);return d?Math.max(0,d[1]-(c||0))+(d[2]||"px"):b}function Xa(a,b,c,d,e){for(var f=c===(d?"border":"content")?4:"width"===b?1:0,g=0;4>f;f+=2)"margin"===c&&(g+=m.css(a,c+T[f],!0,e)),d?("content"===c&&(g-=m.css(a,"padding"+T[f],!0,e)),"margin"!==c&&(g-=m.css(a,"border"+T[f]+"Width",!0,e))):(g+=m.css(a,"padding"+T[f],!0,e),"padding"!==c&&(g+=m.css(a,"border"+T[f]+"Width",!0,e)));return g}function Ya(a,b,c){var d=!0,e="width"===b?a.offsetWidth:a.offsetHeight,f=Ia(a),g=k.boxSizing&&"border-box"===m.css(a,"boxSizing",!1,f);if(0>=e||null==e){if(e=Ja(a,b,f),(0>e||null==e)&&(e=a.style[b]),Ha.test(e))return e;d=g&&(k.boxSizingReliable()||e===a.style[b]),e=parseFloat(e)||0}return e+Xa(a,b,c||(g?"border":"content"),d,f)+"px"}m.extend({cssHooks:{opacity:{get:function(a,b){if(b){var c=Ja(a,"opacity");return""===c?"1":c}}}},cssNumber:{columnCount:!0,fillOpacity:!0,flexGrow:!0,flexShrink:!0,fontWeight:!0,lineHeight:!0,opacity:!0,order:!0,orphans:!0,widows:!0,zIndex:!0,zoom:!0},cssProps:{"float":k.cssFloat?"cssFloat":"styleFloat"},style:function(a,b,c,d){if(a&&3!==a.nodeType&&8!==a.nodeType&&a.style){var e,f,g,h=m.camelCase(b),i=a.style;if(b=m.cssProps[h]||(m.cssProps[h]=Ua(i,h)),g=m.cssHooks[b]||m.cssHooks[h],void 0===c)return g&&"get"in g&&void 0!==(e=g.get(a,!1,d))?e:i[b];if(f=typeof c,"string"===f&&(e=Qa.exec(c))&&(c=(e[1]+1)*e[2]+parseFloat(m.css(a,b)),f="number"),null!=c&&c===c&&("number"!==f||m.cssNumber[h]||(c+="px"),k.clearCloneStyle||""!==c||0!==b.indexOf("background")||(i[b]="inherit"),!(g&&"set"in g&&void 0===(c=g.set(a,c,d)))))try{i[b]=c}catch(j){}}},css:function(a,b,c,d){var e,f,g,h=m.camelCase(b);return b=m.cssProps[h]||(m.cssProps[h]=Ua(a.style,h)),g=m.cssHooks[b]||m.cssHooks[h],g&&"get"in g&&(f=g.get(a,!0,c)),void 0===f&&(f=Ja(a,b,d)),"normal"===f&&b in Sa&&(f=Sa[b]),""===c||c?(e=parseFloat(f),c===!0||m.isNumeric(e)?e||0:f):f}}),m.each(["height","width"],function(a,b){m.cssHooks[b]={get:function(a,c,d){return c?Oa.test(m.css(a,"display"))&&0===a.offsetWidth?m.swap(a,Ra,function(){return Ya(a,b,d)}):Ya(a,b,d):void 0},set:function(a,c,d){var e=d&&Ia(a);return Wa(a,c,d?Xa(a,b,d,k.boxSizing&&"border-box"===m.css(a,"boxSizing",!1,e),e):0)}}}),k.opacity||(m.cssHooks.opacity={get:function(a,b){return Na.test((b&&a.currentStyle?a.currentStyle.filter:a.style.filter)||"")?.01*parseFloat(RegExp.$1)+"":b?"1":""},set:function(a,b){var c=a.style,d=a.currentStyle,e=m.isNumeric(b)?"alpha(opacity="+100*b+")":"",f=d&&d.filter||c.filter||"";c.zoom=1,(b>=1||""===b)&&""===m.trim(f.replace(Ma,""))&&c.removeAttribute&&(c.removeAttribute("filter"),""===b||d&&!d.filter)||(c.filter=Ma.test(f)?f.replace(Ma,e):f+" "+e)}}),m.cssHooks.marginRight=La(k.reliableMarginRight,function(a,b){return b?m.swap(a,{display:"inline-block"},Ja,[a,"marginRight"]):void 0}),m.each({margin:"",padding:"",border:"Width"},function(a,b){m.cssHooks[a+b]={expand:function(c){for(var d=0,e={},f="string"==typeof c?c.split(" "):[c];4>d;d++)e[a+T[d]+b]=f[d]||f[d-2]||f[0];return e}},Ga.test(a)||(m.cssHooks[a+b].set=Wa)}),m.fn.extend({css:function(a,b){return V(this,function(a,b,c){var d,e,f={},g=0;if(m.isArray(b)){for(d=Ia(a),e=b.length;e>g;g++)f[b[g]]=m.css(a,b[g],!1,d);return f}return void 0!==c?m.style(a,b,c):m.css(a,b)},a,b,arguments.length>1)},show:function(){return Va(this,!0)},hide:function(){return Va(this)},toggle:function(a){return"boolean"==typeof a?a?this.show():this.hide():this.each(function(){U(this)?m(this).show():m(this).hide()})}});function Za(a,b,c,d,e){
return new Za.prototype.init(a,b,c,d,e)}m.Tween=Za,Za.prototype={constructor:Za,init:function(a,b,c,d,e,f){this.elem=a,this.prop=c,this.easing=e||"swing",this.options=b,this.start=this.now=this.cur(),this.end=d,this.unit=f||(m.cssNumber[c]?"":"px")},cur:function(){var a=Za.propHooks[this.prop];return a&&a.get?a.get(this):Za.propHooks._default.get(this)},run:function(a){var b,c=Za.propHooks[this.prop];return this.options.duration?this.pos=b=m.easing[this.easing](a,this.options.duration*a,0,1,this.options.duration):this.pos=b=a,this.now=(this.end-this.start)*b+this.start,this.options.step&&this.options.step.call(this.elem,this.now,this),c&&c.set?c.set(this):Za.propHooks._default.set(this),this}},Za.prototype.init.prototype=Za.prototype,Za.propHooks={_default:{get:function(a){var b;return null==a.elem[a.prop]||a.elem.style&&null!=a.elem.style[a.prop]?(b=m.css(a.elem,a.prop,""),b&&"auto"!==b?b:0):a.elem[a.prop]},set:function(a){m.fx.step[a.prop]?m.fx.step[a.prop](a):a.elem.style&&(null!=a.elem.style[m.cssProps[a.prop]]||m.cssHooks[a.prop])?m.style(a.elem,a.prop,a.now+a.unit):a.elem[a.prop]=a.now}}},Za.propHooks.scrollTop=Za.propHooks.scrollLeft={set:function(a){a.elem.nodeType&&a.elem.parentNode&&(a.elem[a.prop]=a.now)}},m.easing={linear:function(a){return a},swing:function(a){return.5-Math.cos(a*Math.PI)/2}},m.fx=Za.prototype.init,m.fx.step={};var $a,_a,ab=/^(?:toggle|show|hide)$/,bb=new RegExp("^(?:([+-])=|)("+S+")([a-z%]*)$","i"),cb=/queueHooks$/,db=[ib],eb={"*":[function(a,b){var c=this.createTween(a,b),d=c.cur(),e=bb.exec(b),f=e&&e[3]||(m.cssNumber[a]?"":"px"),g=(m.cssNumber[a]||"px"!==f&&+d)&&bb.exec(m.css(c.elem,a)),h=1,i=20;if(g&&g[3]!==f){f=f||g[3],e=e||[],g=+d||1;do h=h||".5",g/=h,m.style(c.elem,a,g+f);while(h!==(h=c.cur()/d)&&1!==h&&--i)}return e&&(g=c.start=+g||+d||0,c.unit=f,c.end=e[1]?g+(e[1]+1)*e[2]:+e[2]),c}]};function fb(){return setTimeout(function(){$a=void 0}),$a=m.now()}function gb(a,b){var c,d={height:a},e=0;for(b=b?1:0;4>e;e+=2-b)c=T[e],d["margin"+c]=d["padding"+c]=a;return b&&(d.opacity=d.width=a),d}function hb(a,b,c){for(var d,e=(eb[b]||[]).concat(eb["*"]),f=0,g=e.length;g>f;f++)if(d=e[f].call(c,b,a))return d}function ib(a,b,c){var d,e,f,g,h,i,j,l,n=this,o={},p=a.style,q=a.nodeType&&U(a),r=m._data(a,"fxshow");c.queue||(h=m._queueHooks(a,"fx"),null==h.unqueued&&(h.unqueued=0,i=h.empty.fire,h.empty.fire=function(){h.unqueued||i()}),h.unqueued++,n.always(function(){n.always(function(){h.unqueued--,m.queue(a,"fx").length||h.empty.fire()})})),1===a.nodeType&&("height"in b||"width"in b)&&(c.overflow=[p.overflow,p.overflowX,p.overflowY],j=m.css(a,"display"),l="none"===j?m._data(a,"olddisplay")||Fa(a.nodeName):j,"inline"===l&&"none"===m.css(a,"float")&&(k.inlineBlockNeedsLayout&&"inline"!==Fa(a.nodeName)?p.zoom=1:p.display="inline-block")),c.overflow&&(p.overflow="hidden",k.shrinkWrapBlocks()||n.always(function(){p.overflow=c.overflow[0],p.overflowX=c.overflow[1],p.overflowY=c.overflow[2]}));for(d in b)if(e=b[d],ab.exec(e)){if(delete b[d],f=f||"toggle"===e,e===(q?"hide":"show")){if("show"!==e||!r||void 0===r[d])continue;q=!0}o[d]=r&&r[d]||m.style(a,d)}else j=void 0;if(m.isEmptyObject(o))"inline"===("none"===j?Fa(a.nodeName):j)&&(p.display=j);else{r?"hidden"in r&&(q=r.hidden):r=m._data(a,"fxshow",{}),f&&(r.hidden=!q),q?m(a).show():n.done(function(){m(a).hide()}),n.done(function(){var b;m._removeData(a,"fxshow");for(b in o)m.style(a,b,o[b])});for(d in o)g=hb(q?r[d]:0,d,n),d in r||(r[d]=g.start,q&&(g.end=g.start,g.start="width"===d||"height"===d?1:0))}}function jb(a,b){var c,d,e,f,g;for(c in a)if(d=m.camelCase(c),e=b[d],f=a[c],m.isArray(f)&&(e=f[1],f=a[c]=f[0]),c!==d&&(a[d]=f,delete a[c]),g=m.cssHooks[d],g&&"expand"in g){f=g.expand(f),delete a[d];for(c in f)c in a||(a[c]=f[c],b[c]=e)}else b[d]=e}function kb(a,b,c){var d,e,f=0,g=db.length,h=m.Deferred().always(function(){delete i.elem}),i=function(){if(e)return!1;for(var b=$a||fb(),c=Math.max(0,j.startTime+j.duration-b),d=c/j.duration||0,f=1-d,g=0,i=j.tweens.length;i>g;g++)j.tweens[g].run(f);return h.notifyWith(a,[j,f,c]),1>f&&i?c:(h.resolveWith(a,[j]),!1)},j=h.promise({elem:a,props:m.extend({},b),opts:m.extend(!0,{specialEasing:{}},c),originalProperties:b,originalOptions:c,startTime:$a||fb(),duration:c.duration,tweens:[],createTween:function(b,c){var d=m.Tween(a,j.opts,b,c,j.opts.specialEasing[b]||j.opts.easing);return j.tweens.push(d),d},stop:function(b){var c=0,d=b?j.tweens.length:0;if(e)return this;for(e=!0;d>c;c++)j.tweens[c].run(1);return b?h.resolveWith(a,[j,b]):h.rejectWith(a,[j,b]),this}}),k=j.props;for(jb(k,j.opts.specialEasing);g>f;f++)if(d=db[f].call(j,a,k,j.opts))return d;return m.map(k,hb,j),m.isFunction(j.opts.start)&&j.opts.start.call(a,j),m.fx.timer(m.extend(i,{elem:a,anim:j,queue:j.opts.queue})),j.progress(j.opts.progress).done(j.opts.done,j.opts.complete).fail(j.opts.fail).always(j.opts.always)}m.Animation=m.extend(kb,{tweener:function(a,b){m.isFunction(a)?(b=a,a=["*"]):a=a.split(" ");for(var c,d=0,e=a.length;e>d;d++)c=a[d],eb[c]=eb[c]||[],eb[c].unshift(b)},prefilter:function(a,b){b?db.unshift(a):db.push(a)}}),m.speed=function(a,b,c){var d=a&&"object"==typeof a?m.extend({},a):{complete:c||!c&&b||m.isFunction(a)&&a,duration:a,easing:c&&b||b&&!m.isFunction(b)&&b};return d.duration=m.fx.off?0:"number"==typeof d.duration?d.duration:d.duration in m.fx.speeds?m.fx.speeds[d.duration]:m.fx.speeds._default,(null==d.queue||d.queue===!0)&&(d.queue="fx"),d.old=d.complete,d.complete=function(){m.isFunction(d.old)&&d.old.call(this),d.queue&&m.dequeue(this,d.queue)},d},m.fn.extend({fadeTo:function(a,b,c,d){return this.filter(U).css("opacity",0).show().end().animate({opacity:b},a,c,d)},animate:function(a,b,c,d){var e=m.isEmptyObject(a),f=m.speed(b,c,d),g=function(){var b=kb(this,m.extend({},a),f);(e||m._data(this,"finish"))&&b.stop(!0)};return g.finish=g,e||f.queue===!1?this.each(g):this.queue(f.queue,g)},stop:function(a,b,c){var d=function(a){var b=a.stop;delete a.stop,b(c)};return"string"!=typeof a&&(c=b,b=a,a=void 0),b&&a!==!1&&this.queue(a||"fx",[]),this.each(function(){var b=!0,e=null!=a&&a+"queueHooks",f=m.timers,g=m._data(this);if(e)g[e]&&g[e].stop&&d(g[e]);else for(e in g)g[e]&&g[e].stop&&cb.test(e)&&d(g[e]);for(e=f.length;e--;)f[e].elem!==this||null!=a&&f[e].queue!==a||(f[e].anim.stop(c),b=!1,f.splice(e,1));(b||!c)&&m.dequeue(this,a)})},finish:function(a){return a!==!1&&(a=a||"fx"),this.each(function(){var b,c=m._data(this),d=c[a+"queue"],e=c[a+"queueHooks"],f=m.timers,g=d?d.length:0;for(c.finish=!0,m.queue(this,a,[]),e&&e.stop&&e.stop.call(this,!0),b=f.length;b--;)f[b].elem===this&&f[b].queue===a&&(f[b].anim.stop(!0),f.splice(b,1));for(b=0;g>b;b++)d[b]&&d[b].finish&&d[b].finish.call(this);delete c.finish})}}),m.each(["toggle","show","hide"],function(a,b){var c=m.fn[b];m.fn[b]=function(a,d,e){return null==a||"boolean"==typeof a?c.apply(this,arguments):this.animate(gb(b,!0),a,d,e)}}),m.each({slideDown:gb("show"),slideUp:gb("hide"),slideToggle:gb("toggle"),fadeIn:{opacity:"show"},fadeOut:{opacity:"hide"},fadeToggle:{opacity:"toggle"}},function(a,b){m.fn[a]=function(a,c,d){return this.animate(b,a,c,d)}}),m.timers=[],m.fx.tick=function(){var a,b=m.timers,c=0;for($a=m.now();c<b.length;c++)a=b[c],a()||b[c]!==a||b.splice(c--,1);b.length||m.fx.stop(),$a=void 0},m.fx.timer=function(a){m.timers.push(a),a()?m.fx.start():m.timers.pop()},m.fx.interval=13,m.fx.start=function(){_a||(_a=setInterval(m.fx.tick,m.fx.interval))},m.fx.stop=function(){clearInterval(_a),_a=null},m.fx.speeds={slow:600,fast:200,_default:400},m.fn.delay=function(a,b){return a=m.fx?m.fx.speeds[a]||a:a,b=b||"fx",this.queue(b,function(b,c){var d=setTimeout(b,a);c.stop=function(){clearTimeout(d)}})},function(){var a,b,c,d,e;b=y.createElement("div"),b.setAttribute("className","t"),b.innerHTML="  <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",d=b.getElementsByTagName("a")[0],c=y.createElement("select"),e=c.appendChild(y.createElement("option")),a=b.getElementsByTagName("input")[0],d.style.cssText="top:1px",k.getSetAttribute="t"!==b.className,k.style=/top/.test(d.getAttribute("style")),k.hrefNormalized="/a"===d.getAttribute("href"),k.checkOn=!!a.value,k.optSelected=e.selected,k.enctype=!!y.createElement("form").enctype,c.disabled=!0,k.optDisabled=!e.disabled,a=y.createElement("input"),a.setAttribute("value",""),k.input=""===a.getAttribute("value"),a.value="t",a.setAttribute("type","radio"),k.radioValue="t"===a.value}();var lb=/\r/g;m.fn.extend({val:function(a){var b,c,d,e=this[0];{if(arguments.length)return d=m.isFunction(a),this.each(function(c){var e;1===this.nodeType&&(e=d?a.call(this,c,m(this).val()):a,null==e?e="":"number"==typeof e?e+="":m.isArray(e)&&(e=m.map(e,function(a){return null==a?"":a+""})),b=m.valHooks[this.type]||m.valHooks[this.nodeName.toLowerCase()],b&&"set"in b&&void 0!==b.set(this,e,"value")||(this.value=e))});if(e)return b=m.valHooks[e.type]||m.valHooks[e.nodeName.toLowerCase()],b&&"get"in b&&void 0!==(c=b.get(e,"value"))?c:(c=e.value,"string"==typeof c?c.replace(lb,""):null==c?"":c)}}}),m.extend({valHooks:{option:{get:function(a){var b=m.find.attr(a,"value");return null!=b?b:m.trim(m.text(a))}},select:{get:function(a){for(var b,c,d=a.options,e=a.selectedIndex,f="select-one"===a.type||0>e,g=f?null:[],h=f?e+1:d.length,i=0>e?h:f?e:0;h>i;i++)if(c=d[i],!(!c.selected&&i!==e||(k.optDisabled?c.disabled:null!==c.getAttribute("disabled"))||c.parentNode.disabled&&m.nodeName(c.parentNode,"optgroup"))){if(b=m(c).val(),f)return b;g.push(b)}return g},set:function(a,b){var c,d,e=a.options,f=m.makeArray(b),g=e.length;while(g--)if(d=e[g],m.inArray(m.valHooks.option.get(d),f)>=0)try{d.selected=c=!0}catch(h){d.scrollHeight}else d.selected=!1;return c||(a.selectedIndex=-1),e}}}}),m.each(["radio","checkbox"],function(){m.valHooks[this]={set:function(a,b){return m.isArray(b)?a.checked=m.inArray(m(a).val(),b)>=0:void 0}},k.checkOn||(m.valHooks[this].get=function(a){return null===a.getAttribute("value")?"on":a.value})});var mb,nb,ob=m.expr.attrHandle,pb=/^(?:checked|selected)$/i,qb=k.getSetAttribute,rb=k.input;m.fn.extend({attr:function(a,b){return V(this,m.attr,a,b,arguments.length>1)},removeAttr:function(a){return this.each(function(){m.removeAttr(this,a)})}}),m.extend({attr:function(a,b,c){var d,e,f=a.nodeType;if(a&&3!==f&&8!==f&&2!==f)return typeof a.getAttribute===K?m.prop(a,b,c):(1===f&&m.isXMLDoc(a)||(b=b.toLowerCase(),d=m.attrHooks[b]||(m.expr.match.bool.test(b)?nb:mb)),void 0===c?d&&"get"in d&&null!==(e=d.get(a,b))?e:(e=m.find.attr(a,b),null==e?void 0:e):null!==c?d&&"set"in d&&void 0!==(e=d.set(a,c,b))?e:(a.setAttribute(b,c+""),c):void m.removeAttr(a,b))},removeAttr:function(a,b){var c,d,e=0,f=b&&b.match(E);if(f&&1===a.nodeType)while(c=f[e++])d=m.propFix[c]||c,m.expr.match.bool.test(c)?rb&&qb||!pb.test(c)?a[d]=!1:a[m.camelCase("default-"+c)]=a[d]=!1:m.attr(a,c,""),a.removeAttribute(qb?c:d)},attrHooks:{type:{set:function(a,b){if(!k.radioValue&&"radio"===b&&m.nodeName(a,"input")){var c=a.value;return a.setAttribute("type",b),c&&(a.value=c),b}}}}}),nb={set:function(a,b,c){return b===!1?m.removeAttr(a,c):rb&&qb||!pb.test(c)?a.setAttribute(!qb&&m.propFix[c]||c,c):a[m.camelCase("default-"+c)]=a[c]=!0,c}},m.each(m.expr.match.bool.source.match(/\w+/g),function(a,b){var c=ob[b]||m.find.attr;ob[b]=rb&&qb||!pb.test(b)?function(a,b,d){var e,f;return d||(f=ob[b],ob[b]=e,e=null!=c(a,b,d)?b.toLowerCase():null,ob[b]=f),e}:function(a,b,c){return c?void 0:a[m.camelCase("default-"+b)]?b.toLowerCase():null}}),rb&&qb||(m.attrHooks.value={set:function(a,b,c){return m.nodeName(a,"input")?void(a.defaultValue=b):mb&&mb.set(a,b,c)}}),qb||(mb={set:function(a,b,c){var d=a.getAttributeNode(c);return d||a.setAttributeNode(d=a.ownerDocument.createAttribute(c)),d.value=b+="","value"===c||b===a.getAttribute(c)?b:void 0}},ob.id=ob.name=ob.coords=function(a,b,c){var d;return c?void 0:(d=a.getAttributeNode(b))&&""!==d.value?d.value:null},m.valHooks.button={get:function(a,b){var c=a.getAttributeNode(b);return c&&c.specified?c.value:void 0},set:mb.set},m.attrHooks.contenteditable={set:function(a,b,c){mb.set(a,""===b?!1:b,c)}},m.each(["width","height"],function(a,b){m.attrHooks[b]={set:function(a,c){return""===c?(a.setAttribute(b,"auto"),c):void 0}}})),k.style||(m.attrHooks.style={get:function(a){return a.style.cssText||void 0},set:function(a,b){return a.style.cssText=b+""}});var sb=/^(?:input|select|textarea|button|object)$/i,tb=/^(?:a|area)$/i;m.fn.extend({prop:function(a,b){return V(this,m.prop,a,b,arguments.length>1)},removeProp:function(a){return a=m.propFix[a]||a,this.each(function(){try{this[a]=void 0,delete this[a]}catch(b){}})}}),m.extend({propFix:{"for":"htmlFor","class":"className"},prop:function(a,b,c){var d,e,f,g=a.nodeType;if(a&&3!==g&&8!==g&&2!==g)return f=1!==g||!m.isXMLDoc(a),f&&(b=m.propFix[b]||b,e=m.propHooks[b]),void 0!==c?e&&"set"in e&&void 0!==(d=e.set(a,c,b))?d:a[b]=c:e&&"get"in e&&null!==(d=e.get(a,b))?d:a[b]},propHooks:{tabIndex:{get:function(a){var b=m.find.attr(a,"tabindex");return b?parseInt(b,10):sb.test(a.nodeName)||tb.test(a.nodeName)&&a.href?0:-1}}}}),k.hrefNormalized||m.each(["href","src"],function(a,b){m.propHooks[b]={get:function(a){return a.getAttribute(b,4)}}}),k.optSelected||(m.propHooks.selected={get:function(a){var b=a.parentNode;return b&&(b.selectedIndex,b.parentNode&&b.parentNode.selectedIndex),null}}),m.each(["tabIndex","readOnly","maxLength","cellSpacing","cellPadding","rowSpan","colSpan","useMap","frameBorder","contentEditable"],function(){m.propFix[this.toLowerCase()]=this}),k.enctype||(m.propFix.enctype="encoding");var ub=/[\t\r\n\f]/g;m.fn.extend({addClass:function(a){var b,c,d,e,f,g,h=0,i=this.length,j="string"==typeof a&&a;if(m.isFunction(a))return this.each(function(b){m(this).addClass(a.call(this,b,this.className))});if(j)for(b=(a||"").match(E)||[];i>h;h++)if(c=this[h],d=1===c.nodeType&&(c.className?(" "+c.className+" ").replace(ub," "):" ")){f=0;while(e=b[f++])d.indexOf(" "+e+" ")<0&&(d+=e+" ");g=m.trim(d),c.className!==g&&(c.className=g)}return this},removeClass:function(a){var b,c,d,e,f,g,h=0,i=this.length,j=0===arguments.length||"string"==typeof a&&a;if(m.isFunction(a))return this.each(function(b){m(this).removeClass(a.call(this,b,this.className))});if(j)for(b=(a||"").match(E)||[];i>h;h++)if(c=this[h],d=1===c.nodeType&&(c.className?(" "+c.className+" ").replace(ub," "):"")){f=0;while(e=b[f++])while(d.indexOf(" "+e+" ")>=0)d=d.replace(" "+e+" "," ");g=a?m.trim(d):"",c.className!==g&&(c.className=g)}return this},toggleClass:function(a,b){var c=typeof a;return"boolean"==typeof b&&"string"===c?b?this.addClass(a):this.removeClass(a):this.each(m.isFunction(a)?function(c){m(this).toggleClass(a.call(this,c,this.className,b),b)}:function(){if("string"===c){var b,d=0,e=m(this),f=a.match(E)||[];while(b=f[d++])e.hasClass(b)?e.removeClass(b):e.addClass(b)}else(c===K||"boolean"===c)&&(this.className&&m._data(this,"__className__",this.className),this.className=this.className||a===!1?"":m._data(this,"__className__")||"")})},hasClass:function(a){for(var b=" "+a+" ",c=0,d=this.length;d>c;c++)if(1===this[c].nodeType&&(" "+this[c].className+" ").replace(ub," ").indexOf(b)>=0)return!0;return!1}}),m.each("blur focus focusin focusout load resize scroll unload click dblclick mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave change select submit keydown keypress keyup error contextmenu".split(" "),function(a,b){m.fn[b]=function(a,c){return arguments.length>0?this.on(b,null,a,c):this.trigger(b)}}),m.fn.extend({hover:function(a,b){return this.mouseenter(a).mouseleave(b||a)},bind:function(a,b,c){return this.on(a,null,b,c)},unbind:function(a,b){return this.off(a,null,b)},delegate:function(a,b,c,d){return this.on(b,a,c,d)},undelegate:function(a,b,c){return 1===arguments.length?this.off(a,"**"):this.off(b,a||"**",c)}});var vb=m.now(),wb=/\?/,xb=/(,)|(\[|{)|(}|])|"(?:[^"\\\r\n]|\\["\\\/bfnrt]|\\u[\da-fA-F]{4})*"\s*:?|true|false|null|-?(?!0\d)\d+(?:\.\d+|)(?:[eE][+-]?\d+|)/g;m.parseJSON=function(b){if(a.JSON&&a.JSON.parse)return a.JSON.parse(b+"");var c,d=null,e=m.trim(b+"");return e&&!m.trim(e.replace(xb,function(a,b,e,f){return c&&b&&(d=0),0===d?a:(c=e||b,d+=!f-!e,"")}))?Function("return "+e)():m.error("Invalid JSON: "+b)},m.parseXML=function(b){var c,d;if(!b||"string"!=typeof b)return null;try{a.DOMParser?(d=new DOMParser,c=d.parseFromString(b,"text/xml")):(c=new ActiveXObject("Microsoft.XMLDOM"),c.async="false",c.loadXML(b))}catch(e){c=void 0}return c&&c.documentElement&&!c.getElementsByTagName("parsererror").length||m.error("Invalid XML: "+b),c};var yb,zb,Ab=/#.*$/,Bb=/([?&])_=[^&]*/,Cb=/^(.*?):[ \t]*([^\r\n]*)\r?$/gm,Db=/^(?:about|app|app-storage|.+-extension|file|res|widget):$/,Eb=/^(?:GET|HEAD)$/,Fb=/^\/\//,Gb=/^([\w.+-]+:)(?:\/\/(?:[^\/?#]*@|)([^\/?#:]*)(?::(\d+)|)|)/,Hb={},Ib={},Jb="*/".concat("*");try{zb=location.href}catch(Kb){zb=y.createElement("a"),zb.href="",zb=zb.href}yb=Gb.exec(zb.toLowerCase())||[];function Lb(a){return function(b,c){"string"!=typeof b&&(c=b,b="*");var d,e=0,f=b.toLowerCase().match(E)||[];if(m.isFunction(c))while(d=f[e++])"+"===d.charAt(0)?(d=d.slice(1)||"*",(a[d]=a[d]||[]).unshift(c)):(a[d]=a[d]||[]).push(c)}}function Mb(a,b,c,d){var e={},f=a===Ib;function g(h){var i;return e[h]=!0,m.each(a[h]||[],function(a,h){var j=h(b,c,d);return"string"!=typeof j||f||e[j]?f?!(i=j):void 0:(b.dataTypes.unshift(j),g(j),!1)}),i}return g(b.dataTypes[0])||!e["*"]&&g("*")}function Nb(a,b){var c,d,e=m.ajaxSettings.flatOptions||{};for(d in b)void 0!==b[d]&&((e[d]?a:c||(c={}))[d]=b[d]);return c&&m.extend(!0,a,c),a}function Ob(a,b,c){var d,e,f,g,h=a.contents,i=a.dataTypes;while("*"===i[0])i.shift(),void 0===e&&(e=a.mimeType||b.getResponseHeader("Content-Type"));if(e)for(g in h)if(h[g]&&h[g].test(e)){i.unshift(g);break}if(i[0]in c)f=i[0];else{for(g in c){if(!i[0]||a.converters[g+" "+i[0]]){f=g;break}d||(d=g)}f=f||d}return f?(f!==i[0]&&i.unshift(f),c[f]):void 0}function Pb(a,b,c,d){var e,f,g,h,i,j={},k=a.dataTypes.slice();if(k[1])for(g in a.converters)j[g.toLowerCase()]=a.converters[g];f=k.shift();while(f)if(a.responseFields[f]&&(c[a.responseFields[f]]=b),!i&&d&&a.dataFilter&&(b=a.dataFilter(b,a.dataType)),i=f,f=k.shift())if("*"===f)f=i;else if("*"!==i&&i!==f){if(g=j[i+" "+f]||j["* "+f],!g)for(e in j)if(h=e.split(" "),h[1]===f&&(g=j[i+" "+h[0]]||j["* "+h[0]])){g===!0?g=j[e]:j[e]!==!0&&(f=h[0],k.unshift(h[1]));break}if(g!==!0)if(g&&a["throws"])b=g(b);else try{b=g(b)}catch(l){return{state:"parsererror",error:g?l:"No conversion from "+i+" to "+f}}}return{state:"success",data:b}}m.extend({active:0,lastModified:{},etag:{},ajaxSettings:{url:zb,type:"GET",isLocal:Db.test(yb[1]),global:!0,processData:!0,async:!0,contentType:"application/x-www-form-urlencoded; charset=UTF-8",accepts:{"*":Jb,text:"text/plain",html:"text/html",xml:"application/xml, text/xml",json:"application/json, text/javascript"},contents:{xml:/xml/,html:/html/,json:/json/},responseFields:{xml:"responseXML",text:"responseText",json:"responseJSON"},converters:{"* text":String,"text html":!0,"text json":m.parseJSON,"text xml":m.parseXML},flatOptions:{url:!0,context:!0}},ajaxSetup:function(a,b){return b?Nb(Nb(a,m.ajaxSettings),b):Nb(m.ajaxSettings,a)},ajaxPrefilter:Lb(Hb),ajaxTransport:Lb(Ib),ajax:function(a,b){"object"==typeof a&&(b=a,a=void 0),b=b||{};var c,d,e,f,g,h,i,j,k=m.ajaxSetup({},b),l=k.context||k,n=k.context&&(l.nodeType||l.jquery)?m(l):m.event,o=m.Deferred(),p=m.Callbacks("once memory"),q=k.statusCode||{},r={},s={},t=0,u="canceled",v={readyState:0,getResponseHeader:function(a){var b;if(2===t){if(!j){j={};while(b=Cb.exec(f))j[b[1].toLowerCase()]=b[2]}b=j[a.toLowerCase()]}return null==b?null:b},getAllResponseHeaders:function(){return 2===t?f:null},setRequestHeader:function(a,b){var c=a.toLowerCase();return t||(a=s[c]=s[c]||a,r[a]=b),this},overrideMimeType:function(a){return t||(k.mimeType=a),this},statusCode:function(a){var b;if(a)if(2>t)for(b in a)q[b]=[q[b],a[b]];else v.always(a[v.status]);return this},abort:function(a){var b=a||u;return i&&i.abort(b),x(0,b),this}};if(o.promise(v).complete=p.add,v.success=v.done,v.error=v.fail,k.url=((a||k.url||zb)+"").replace(Ab,"").replace(Fb,yb[1]+"//"),k.type=b.method||b.type||k.method||k.type,k.dataTypes=m.trim(k.dataType||"*").toLowerCase().match(E)||[""],null==k.crossDomain&&(c=Gb.exec(k.url.toLowerCase()),k.crossDomain=!(!c||c[1]===yb[1]&&c[2]===yb[2]&&(c[3]||("http:"===c[1]?"80":"443"))===(yb[3]||("http:"===yb[1]?"80":"443")))),k.data&&k.processData&&"string"!=typeof k.data&&(k.data=m.param(k.data,k.traditional)),Mb(Hb,k,b,v),2===t)return v;h=m.event&&k.global,h&&0===m.active++&&m.event.trigger("ajaxStart"),k.type=k.type.toUpperCase(),k.hasContent=!Eb.test(k.type),e=k.url,k.hasContent||(k.data&&(e=k.url+=(wb.test(e)?"&":"?")+k.data,delete k.data),k.cache===!1&&(k.url=Bb.test(e)?e.replace(Bb,"$1_="+vb++):e+(wb.test(e)?"&":"?")+"_="+vb++)),k.ifModified&&(m.lastModified[e]&&v.setRequestHeader("If-Modified-Since",m.lastModified[e]),m.etag[e]&&v.setRequestHeader("If-None-Match",m.etag[e])),(k.data&&k.hasContent&&k.contentType!==!1||b.contentType)&&v.setRequestHeader("Content-Type",k.contentType),v.setRequestHeader("Accept",k.dataTypes[0]&&k.accepts[k.dataTypes[0]]?k.accepts[k.dataTypes[0]]+("*"!==k.dataTypes[0]?", "+Jb+"; q=0.01":""):k.accepts["*"]);for(d in k.headers)v.setRequestHeader(d,k.headers[d]);if(k.beforeSend&&(k.beforeSend.call(l,v,k)===!1||2===t))return v.abort();u="abort";for(d in{success:1,error:1,complete:1})v[d](k[d]);if(i=Mb(Ib,k,b,v)){v.readyState=1,h&&n.trigger("ajaxSend",[v,k]),k.async&&k.timeout>0&&(g=setTimeout(function(){v.abort("timeout")},k.timeout));try{t=1,i.send(r,x)}catch(w){if(!(2>t))throw w;x(-1,w)}}else x(-1,"No Transport");function x(a,b,c,d){var j,r,s,u,w,x=b;2!==t&&(t=2,g&&clearTimeout(g),i=void 0,f=d||"",v.readyState=a>0?4:0,j=a>=200&&300>a||304===a,c&&(u=Ob(k,v,c)),u=Pb(k,u,v,j),j?(k.ifModified&&(w=v.getResponseHeader("Last-Modified"),w&&(m.lastModified[e]=w),w=v.getResponseHeader("etag"),w&&(m.etag[e]=w)),204===a||"HEAD"===k.type?x="nocontent":304===a?x="notmodified":(x=u.state,r=u.data,s=u.error,j=!s)):(s=x,(a||!x)&&(x="error",0>a&&(a=0))),v.status=a,v.statusText=(b||x)+"",j?o.resolveWith(l,[r,x,v]):o.rejectWith(l,[v,x,s]),v.statusCode(q),q=void 0,h&&n.trigger(j?"ajaxSuccess":"ajaxError",[v,k,j?r:s]),p.fireWith(l,[v,x]),h&&(n.trigger("ajaxComplete",[v,k]),--m.active||m.event.trigger("ajaxStop")))}return v},getJSON:function(a,b,c){return m.get(a,b,c,"json")},getScript:function(a,b){return m.get(a,void 0,b,"script")}}),m.each(["get","post"],function(a,b){m[b]=function(a,c,d,e){return m.isFunction(c)&&(e=e||d,d=c,c=void 0),m.ajax({url:a,type:b,dataType:e,data:c,success:d})}}),m._evalUrl=function(a){return m.ajax({url:a,type:"GET",dataType:"script",async:!1,global:!1,"throws":!0})},m.fn.extend({wrapAll:function(a){if(m.isFunction(a))return this.each(function(b){m(this).wrapAll(a.call(this,b))});if(this[0]){var b=m(a,this[0].ownerDocument).eq(0).clone(!0);this[0].parentNode&&b.insertBefore(this[0]),b.map(function(){var a=this;while(a.firstChild&&1===a.firstChild.nodeType)a=a.firstChild;return a}).append(this)}return this},wrapInner:function(a){return this.each(m.isFunction(a)?function(b){m(this).wrapInner(a.call(this,b))}:function(){var b=m(this),c=b.contents();c.length?c.wrapAll(a):b.append(a)})},wrap:function(a){var b=m.isFunction(a);return this.each(function(c){m(this).wrapAll(b?a.call(this,c):a)})},unwrap:function(){return this.parent().each(function(){m.nodeName(this,"body")||m(this).replaceWith(this.childNodes)}).end()}}),m.expr.filters.hidden=function(a){return a.offsetWidth<=0&&a.offsetHeight<=0||!k.reliableHiddenOffsets()&&"none"===(a.style&&a.style.display||m.css(a,"display"))},m.expr.filters.visible=function(a){return!m.expr.filters.hidden(a)};var Qb=/%20/g,Rb=/\[\]$/,Sb=/\r?\n/g,Tb=/^(?:submit|button|image|reset|file)$/i,Ub=/^(?:input|select|textarea|keygen)/i;function Vb(a,b,c,d){var e;if(m.isArray(b))m.each(b,function(b,e){c||Rb.test(a)?d(a,e):Vb(a+"["+("object"==typeof e?b:"")+"]",e,c,d)});else if(c||"object"!==m.type(b))d(a,b);else for(e in b)Vb(a+"["+e+"]",b[e],c,d)}m.param=function(a,b){var c,d=[],e=function(a,b){b=m.isFunction(b)?b():null==b?"":b,d[d.length]=encodeURIComponent(a)+"="+encodeURIComponent(b)};if(void 0===b&&(b=m.ajaxSettings&&m.ajaxSettings.traditional),m.isArray(a)||a.jquery&&!m.isPlainObject(a))m.each(a,function(){e(this.name,this.value)});else for(c in a)Vb(c,a[c],b,e);return d.join("&").replace(Qb,"+")},m.fn.extend({serialize:function(){return m.param(this.serializeArray())},serializeArray:function(){return this.map(function(){var a=m.prop(this,"elements");return a?m.makeArray(a):this}).filter(function(){var a=this.type;return this.name&&!m(this).is(":disabled")&&Ub.test(this.nodeName)&&!Tb.test(a)&&(this.checked||!W.test(a))}).map(function(a,b){var c=m(this).val();return null==c?null:m.isArray(c)?m.map(c,function(a){return{name:b.name,value:a.replace(Sb,"\r\n")}}):{name:b.name,value:c.replace(Sb,"\r\n")}}).get()}}),m.ajaxSettings.xhr=void 0!==a.ActiveXObject?function(){return!this.isLocal&&/^(get|post|head|put|delete|options)$/i.test(this.type)&&Zb()||$b()}:Zb;var Wb=0,Xb={},Yb=m.ajaxSettings.xhr();a.attachEvent&&a.attachEvent("onunload",function(){for(var a in Xb)Xb[a](void 0,!0)}),k.cors=!!Yb&&"withCredentials"in Yb,Yb=k.ajax=!!Yb,Yb&&m.ajaxTransport(function(a){if(!a.crossDomain||k.cors){var b;return{send:function(c,d){var e,f=a.xhr(),g=++Wb;if(f.open(a.type,a.url,a.async,a.username,a.password),a.xhrFields)for(e in a.xhrFields)f[e]=a.xhrFields[e];a.mimeType&&f.overrideMimeType&&f.overrideMimeType(a.mimeType),a.crossDomain||c["X-Requested-With"]||(c["X-Requested-With"]="XMLHttpRequest");for(e in c)void 0!==c[e]&&f.setRequestHeader(e,c[e]+"");f.send(a.hasContent&&a.data||null),b=function(c,e){var h,i,j;if(b&&(e||4===f.readyState))if(delete Xb[g],b=void 0,f.onreadystatechange=m.noop,e)4!==f.readyState&&f.abort();else{j={},h=f.status,"string"==typeof f.responseText&&(j.text=f.responseText);try{i=f.statusText}catch(k){i=""}h||!a.isLocal||a.crossDomain?1223===h&&(h=204):h=j.text?200:404}j&&d(h,i,j,f.getAllResponseHeaders())},a.async?4===f.readyState?setTimeout(b):f.onreadystatechange=Xb[g]=b:b()},abort:function(){b&&b(void 0,!0)}}}});function Zb(){try{return new a.XMLHttpRequest}catch(b){}}function $b(){try{return new a.ActiveXObject("Microsoft.XMLHTTP")}catch(b){}}m.ajaxSetup({accepts:{script:"text/javascript, application/javascript, application/ecmascript, application/x-ecmascript"},contents:{script:/(?:java|ecma)script/},converters:{"text script":function(a){return m.globalEval(a),a}}}),m.ajaxPrefilter("script",function(a){void 0===a.cache&&(a.cache=!1),a.crossDomain&&(a.type="GET",a.global=!1)}),m.ajaxTransport("script",function(a){if(a.crossDomain){var b,c=y.head||m("head")[0]||y.documentElement;return{send:function(d,e){b=y.createElement("script"),b.async=!0,a.scriptCharset&&(b.charset=a.scriptCharset),b.src=a.url,b.onload=b.onreadystatechange=function(a,c){(c||!b.readyState||/loaded|complete/.test(b.readyState))&&(b.onload=b.onreadystatechange=null,b.parentNode&&b.parentNode.removeChild(b),b=null,c||e(200,"success"))},c.insertBefore(b,c.firstChild)},abort:function(){b&&b.onload(void 0,!0)}}}});var _b=[],ac=/(=)\?(?=&|$)|\?\?/;m.ajaxSetup({jsonp:"callback",jsonpCallback:function(){var a=_b.pop()||m.expando+"_"+vb++;return this[a]=!0,a}}),m.ajaxPrefilter("json jsonp",function(b,c,d){var e,f,g,h=b.jsonp!==!1&&(ac.test(b.url)?"url":"string"==typeof b.data&&!(b.contentType||"").indexOf("application/x-www-form-urlencoded")&&ac.test(b.data)&&"data");return h||"jsonp"===b.dataTypes[0]?(e=b.jsonpCallback=m.isFunction(b.jsonpCallback)?b.jsonpCallback():b.jsonpCallback,h?b[h]=b[h].replace(ac,"$1"+e):b.jsonp!==!1&&(b.url+=(wb.test(b.url)?"&":"?")+b.jsonp+"="+e),b.converters["script json"]=function(){return g||m.error(e+" was not called"),g[0]},b.dataTypes[0]="json",f=a[e],a[e]=function(){g=arguments},d.always(function(){a[e]=f,b[e]&&(b.jsonpCallback=c.jsonpCallback,_b.push(e)),g&&m.isFunction(f)&&f(g[0]),g=f=void 0}),"script"):void 0}),m.parseHTML=function(a,b,c){if(!a||"string"!=typeof a)return null;"boolean"==typeof b&&(c=b,b=!1),b=b||y;var d=u.exec(a),e=!c&&[];return d?[b.createElement(d[1])]:(d=m.buildFragment([a],b,e),e&&e.length&&m(e).remove(),m.merge([],d.childNodes))};var bc=m.fn.load;m.fn.load=function(a,b,c){if("string"!=typeof a&&bc)return bc.apply(this,arguments);var d,e,f,g=this,h=a.indexOf(" ");return h>=0&&(d=m.trim(a.slice(h,a.length)),a=a.slice(0,h)),m.isFunction(b)?(c=b,b=void 0):b&&"object"==typeof b&&(f="POST"),g.length>0&&m.ajax({url:a,type:f,dataType:"html",data:b}).done(function(a){e=arguments,g.html(d?m("<div>").append(m.parseHTML(a)).find(d):a)}).complete(c&&function(a,b){g.each(c,e||[a.responseText,b,a])}),this},m.each(["ajaxStart","ajaxStop","ajaxComplete","ajaxError","ajaxSuccess","ajaxSend"],function(a,b){m.fn[b]=function(a){return this.on(b,a)}}),m.expr.filters.animated=function(a){return m.grep(m.timers,function(b){return a===b.elem}).length};var cc=a.document.documentElement;function dc(a){return m.isWindow(a)?a:9===a.nodeType?a.defaultView||a.parentWindow:!1}m.offset={setOffset:function(a,b,c){var d,e,f,g,h,i,j,k=m.css(a,"position"),l=m(a),n={};"static"===k&&(a.style.position="relative"),h=l.offset(),f=m.css(a,"top"),i=m.css(a,"left"),j=("absolute"===k||"fixed"===k)&&m.inArray("auto",[f,i])>-1,j?(d=l.position(),g=d.top,e=d.left):(g=parseFloat(f)||0,e=parseFloat(i)||0),m.isFunction(b)&&(b=b.call(a,c,h)),null!=b.top&&(n.top=b.top-h.top+g),null!=b.left&&(n.left=b.left-h.left+e),"using"in b?b.using.call(a,n):l.css(n)}},m.fn.extend({offset:function(a){if(arguments.length)return void 0===a?this:this.each(function(b){m.offset.setOffset(this,a,b)});var b,c,d={top:0,left:0},e=this[0],f=e&&e.ownerDocument;if(f)return b=f.documentElement,m.contains(b,e)?(typeof e.getBoundingClientRect!==K&&(d=e.getBoundingClientRect()),c=dc(f),{top:d.top+(c.pageYOffset||b.scrollTop)-(b.clientTop||0),left:d.left+(c.pageXOffset||b.scrollLeft)-(b.clientLeft||0)}):d},position:function(){if(this[0]){var a,b,c={top:0,left:0},d=this[0];return"fixed"===m.css(d,"position")?b=d.getBoundingClientRect():(a=this.offsetParent(),b=this.offset(),m.nodeName(a[0],"html")||(c=a.offset()),c.top+=m.css(a[0],"borderTopWidth",!0),c.left+=m.css(a[0],"borderLeftWidth",!0)),{top:b.top-c.top-m.css(d,"marginTop",!0),left:b.left-c.left-m.css(d,"marginLeft",!0)}}},offsetParent:function(){return this.map(function(){var a=this.offsetParent||cc;while(a&&!m.nodeName(a,"html")&&"static"===m.css(a,"position"))a=a.offsetParent;return a||cc})}}),m.each({scrollLeft:"pageXOffset",scrollTop:"pageYOffset"},function(a,b){var c=/Y/.test(b);m.fn[a]=function(d){return V(this,function(a,d,e){var f=dc(a);return void 0===e?f?b in f?f[b]:f.document.documentElement[d]:a[d]:void(f?f.scrollTo(c?m(f).scrollLeft():e,c?e:m(f).scrollTop()):a[d]=e)},a,d,arguments.length,null)}}),m.each(["top","left"],function(a,b){m.cssHooks[b]=La(k.pixelPosition,function(a,c){return c?(c=Ja(a,b),Ha.test(c)?m(a).position()[b]+"px":c):void 0})}),m.each({Height:"height",Width:"width"},function(a,b){m.each({padding:"inner"+a,content:b,"":"outer"+a},function(c,d){m.fn[d]=function(d,e){var f=arguments.length&&(c||"boolean"!=typeof d),g=c||(d===!0||e===!0?"margin":"border");return V(this,function(b,c,d){var e;return m.isWindow(b)?b.document.documentElement["client"+a]:9===b.nodeType?(e=b.documentElement,Math.max(b.body["scroll"+a],e["scroll"+a],b.body["offset"+a],e["offset"+a],e["client"+a])):void 0===d?m.css(b,c,g):m.style(b,c,d,g)},b,f?d:void 0,f,null)}})}),m.fn.size=function(){return this.length},m.fn.andSelf=m.fn.addBack,"function"==typeof define&&define.amd&&define("jquery",[],function(){return m});var ec=a.jQuery,fc=a.$;return m.noConflict=function(b){return a.$===m&&(a.$=fc),b&&a.jQuery===m&&(a.jQuery=ec),m},typeof b===K&&(a.jQuery=a.$=m),m});
"></script>
+<meta name="viewport" content="width=device-width, initial-scale=1" />
+<link href="data:text/css;charset=utf-8,html%7Bfont%2Dfamily%3Asans%2Dserif%3B%2Dwebkit%2Dtext%2Dsize%2Dadjust%3A100%25%3B%2Dms%2Dtext%2Dsize%2Dadjust%3A100%25%7Dbody%7Bmargin%3A0%7Darticle%2Caside%2Cdetails%2Cfigcaption%2Cfigure%2Cfooter%2Cheader%2Chgroup%2Cmain%2Cmenu%2Cnav%2Csection%2Csummary%7Bdisplay%3Ablock%7Daudio%2Ccanvas%2Cprogress%2Cvideo%7Bdisplay%3Ainline%2Dblock%3Bvertical%2Dalign%3Abaseline%7Daudio%3Anot%28%5Bcontrols%5D%29%7Bdisplay%3Anone%3Bheight%3A0%7D%5Bhidden%5D%2Ctemplate%7Bdisplay%3Anone%7Da%7Bbackground%2Dcolor%3Atransparent%7Da%3Aactive%2Ca%3Ahover%7Boutline%3A0%7Dabbr%5Btitle%5D%7Bborder%2Dbottom%3A1px%20dotted%7Db%2Cstrong%7Bfont%2Dweight%3A700%7Ddfn%7Bfont%2Dstyle%3Aitalic%7Dh1%7Bmargin%3A%2E67em%200%3Bfont%2Dsize%3A2em%7Dmark%7Bcolor%3A%23000%3Bbackground%3A%23ff0%7Dsmall%7Bfont%2Dsize%3A80%25%7Dsub%2Csup%7Bposition%3Arelative%3Bfont%2Dsize%3A75%25%3Bline%2Dheight%3A0%3Bvertical%2Dalign%3Abaseline%7Dsup%7Btop%3A%2D%2E5em%7Dsub%7Bbottom%3A%2D%2E25em%7Dimg%7Bborder%3A0%7Dsvg%3Anot%28%3Aroot%29%7Boverflow%3Ahidden%7Dfigure%7Bmargin%3A1em%2040px%7Dhr%7Bheight%3A0%3B%2Dwebkit%2Dbox%2Dsizing%3Acontent%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Acontent%2Dbox%3Bbox%2Dsizing%3Acontent%2Dbox%7Dpre%7Boverflow%3Aauto%7Dcode%2Ckbd%2Cpre%2Csamp%7Bfont%2Dfamily%3Amonospace%2Cmonospace%3Bfont%2Dsize%3A1em%7Dbutton%2Cinput%2Coptgroup%2Cselect%2Ctextarea%7Bmargin%3A0%3Bfont%3Ainherit%3Bcolor%3Ainherit%7Dbutton%7Boverflow%3Avisible%7Dbutton%2Cselect%7Btext%2Dtransform%3Anone%7Dbutton%2Chtml%20input%5Btype%3Dbutton%5D%2Cinput%5Btype%3Dreset%5D%2Cinput%5Btype%3Dsubmit%5D%7B%2Dwebkit%2Dappearance%3Abutton%3Bcursor%3Apointer%7Dbutton%5Bdisabled%5D%2Chtml%20input%5Bdisabled%5D%7Bcursor%3Adefault%7Dbutton%3A%3A%2Dmoz%2Dfocus%2Dinner%2Cinput%3A%3A%2Dmoz%2Dfocus%2Dinner%7Bpadding%3A0%3Bborder%3A0%7Dinput%7Bline%2Dheight%3Anormal%7Dinput%5Btype%3Dcheckbox%5D%2Cinput%5Btype%3Dradio%5D%7B%2Dwebkit%2Dbox%2Dsizing%3Aborder%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Aborder%2Dbox%3Bbox%2Dsizing%3Aborder%2Dbox%3Bpadding%3A0%7Dinput%5Btype%3Dnumber%5D%3A%3A%2Dwebkit%2Dinner%2Dspin%2Dbutton%2Cinput%5Btype%3Dnumber%5D%3A%3A%2Dwebkit%2Douter%2Dspin%2Dbutton%7Bheight%3Aauto%7Dinput%5Btype%3Dsearch%5D%7B%2Dwebkit%2Dbox%2Dsizing%3Acontent%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Acontent%2Dbox%3Bbox%2Dsizing%3Acontent%2Dbox%3B%2Dwebkit%2Dappearance%3Atextfield%7Dinput%5Btype%3Dsearch%5D%3A%3A%2Dwebkit%2Dsearch%2Dcancel%2Dbutton%2Cinput%5Btype%3Dsearch%5D%3A%3A%2Dwebkit%2Dsearch%2Ddecoration%7B%2Dwebkit%2Dappearance%3Anone%7Dfieldset%7Bpadding%3A%2E35em%20%2E625em%20%2E75em%3Bmargin%3A0%202px%3Bborder%3A1px%20solid%20silver%7Dlegend%7Bpadding%3A0%3Bborder%3A0%7Dtextarea%7Boverflow%3Aauto%7Doptgroup%7Bfont%2Dweight%3A700%7Dtable%7Bborder%2Dspacing%3A0%3Bborder%2Dcollapse%3Acollapse%7Dtd%2Cth%7Bpadding%3A0%7D%40media%20print%7B%2A%2C%3Aafter%2C%3Abefore%7Bcolor%3A%23000%21important%3Btext%2Dshadow%3Anone%21important%3Bbackground%3A0%200%21important%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%21important%3Bbox%2Dshadow%3Anone%21important%7Da%2Ca%3Avisited%7Btext%2Ddecoration%3Aunderline%7Da%5Bhref%5D%3Aafter%7Bcontent%3A%22%20%28%22%20attr%28href%29%20%22%29%22%7Dabbr%5Btitle%5D%3Aafter%7Bcontent%3A%22%20%28%22%20attr%28title%29%20%22%29%22%7Da%5Bhref%5E%3D%22javascript%3A%22%5D%3Aafter%2Ca%5Bhref%5E%3D%22%23%22%5D%3Aafter%7Bcontent%3A%22%22%7Dblockquote%2Cpre%7Bborder%3A1px%20solid%20%23999%3Bpage%2Dbreak%2Dinside%3Aavoid%7Dthead%7Bdisplay%3Atable%2Dheader%2Dgroup%7Dimg%2Ctr%7Bpage%2Dbreak%2Dinside%3Aavoid%7Dimg%7Bmax%2Dwidth%3A100%25%21important%7Dh2%2Ch3%2Cp%7Borphans%3A3%3Bwidows%3A3%7Dh2%2Ch3%7Bpage%2Dbreak%2Dafter%3Aavoid%7D%2Enavbar%7Bdisplay%3Anone%7D%2Ebtn%3E%2Ecaret%2C%2Edropup%3E%2Ebtn%3E%2Ecaret%7Bborder%2Dtop%2Dcolor%3A%23000%21important%7D%2Elabel%7Bborder%3A1px%20solid%20%23000%7D%2Etable%7Bborder%2Dcollapse%3Acollapse%21important%7D%2Etable%20td%2C%2Etable%20th%7Bbackground%2Dcolor%3A%23fff%21important%7D%2Etable%2Dbordered%20td%2C%2Etable%2Dbordered%20th%7Bborder%3A1px%20solid%20%23ddd%21important%7D%7D%40font%2Dface%7Bfont%2Dfamily%3A%27Glyphicons%20Halflings%27%3Bsrc%3Aurl%28data%3Aapplication%2Fvnd%2Ems%2Dfontobject%3Bbase64%2Cn04AAEFNAAACAAIABAAAAAAABQAAAAAAAAABAJABAAAEAExQAAAAAAAAAAIAAAAAAAAAAAEAAAAAAAAAJxJ%2FLAAAAAAAAAAAAAAAAAAAAAAAACgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzAAAADgBSAGUAZwB1AGwAYQByAAAAeABWAGUAcgBzAGkAbwBuACAAMQAuADAAMAA5ADsAUABTACAAMAAwADEALgAwADAAOQA7AGgAbwB0AGMAbwBuAHYAIAAxAC4AMAAuADcAMAA7AG0AYQBrAGUAbwB0AGYALgBsAGkAYgAyAC4ANQAuADUAOAAzADIAOQAAADgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzACAAUgBlAGcAdQBsAGEAcgAAAAAAQlNHUAAAAAAAAAAAAAAAAAAAAAADAKncAE0TAE0ZAEbuFM3pjM%2FSEdmjKHUbyow8ATBE40IvWA3vTu8LiABDQ%2BpexwUMcm1SMnNryctQSiI1K5ZnbOlXKmnVV5YvRe6RnNMFNCOs1KNVpn6yZhCJkRtVRNzEufeIq7HgSrcx4S8h%2Fv4vnrrKc6oCNxmSk2uKlZQHBii6iKFoH0746ThvkO1kJHlxjrkxs%2BLWORaDQBEtiYJIR5IB9Bi1UyL4Rmr0BNigNkMzlKQmnofBHviqVzUxwdMb3NdCn69hy%2BpRYVKGVS%2F1tnsqv4LL7wCCPZZAZPT4aCShHjHJVNuXbmMrY5LeQaGnvAkXlVrJgKRAUdFjrWEah9XebPeQMj7KS7DIBAFt8ycgC5PLGUOHSE3ErGZCiViNLL5ZARfywnCoZaKQCu6NuFX42AEeKtKUGnr%2FCm2Cy8tpFhBPMW5Fxi4Qm4TkDWh4IWFDClhU2hRWosUWqcKLlgyXB%2BlSHaWaHiWlBAR8SeSgSPCQxdVQgzUixWKSTrIQEbU94viDctkvX%2BVSjJuUmV8L4CXShI11esnp0pjWNZIyxKHS4wVQ2ime1P4RnhvGw0aDN1OLAXGERsB7buFpFGGBAre4QEQR0HOIO5oYH305G%2BKspT%2FFupEGGafCCwxSe6ZUa%2B073rXHnNdVXE6eWvibUS27XtRzkH838mYLMBmYysZTM0EM3A1fbpCBYFccN1B%2FEnCYu%2FTgCGmr7bMh8GfYL%2BBfcLvB0gRagC09w9elfldaIy%2FhNCBLRgBgtCC7jAF63wLSMAfbfAlEggYU0bUA7ACCJmTDpEmJtI78w4%2FBO7dN7JR7J7ZvbYaUbaILSQsRBiF3HGk5fEg6p9unwLvn98r%2BvnsV%2B372uf1xBLq4qU%2F45fTuqaAP%2BpssmCCCTF0mhEow8ZXZOS8D7Q85JsxZ%2BAzok7B7O%2Ff6J8AzYBySZQB%2FQHYUSA%2BEeQhEWiS6AIQzgcsDiER4MjgMBAWDV4AgQ3g1eBgIdweCQmCjJEMkJ%2BPKRWyFHHmg1Wi%2F6xzUgA0LREoKJChwnQa9B%2B5RQZRB3IlBlkAnxyQNaANwHMowzlYSMCBgnbpzvqpl0iTJNCQidDI9ZrSYNIRBhHtUa5YHMHxyGEik9hDE0AKj72AbTCaxtHPUaKZdAZSnQTyjGqGLsmBStCejApUhg4uBMU6mATujEl%2BKdDPbI6Ag4vLr%2BhjY6lbjBeoLKnZl0UZgRX8gTySOeynZVz1wOq7e1hFGYIq%2BMhrGxDLak0PrwYzSXtcuyhXEhwOYofiW%2BEcI%2Fjw8P6IY6ed%2BetAbuqKp5QIapT77LnAe505lMuqL79a0ut4rWexzFttsOsLDy7zvtQzcq3U1qabe7tB0wHWVXji%2BzDbo8x8HyIRUbXnwUcklFv51fvTymiV%2BMXLSmGH9d9%2BaXpD5X6lao41anWGig7IwIdnoBY2ht%2FpO9mClLo4NdXHAsefqWUKlXJkbqPOFhMoR4aiA1BXqhRNbB2Xwi%2B7u%2FjpAoOpKJ0UX24EsrzMfHXViakCNcKjBxuQX8BO0ZqjJ3xXzf%2B61t2VXOSgJ8xu65QKgtN6FibPmPYsXbJRHHqbgATcSZxBqGiDiU4NNNsYBsKD0MIP%2FOfKnlk%2FLkaid%2FO2NbKeuQrwOB2Gq3YHyr6ALgzym5wIBnsdC1ZkoBFZSQXChZvlesPqvK2c5oHHT3Q65jYpNxnQcGF0EHbvYqoFw60WNlXIHQF2HQB7zD6lWjZ9rVqUKBXUT6hrkZOle0RFYII0V5ZYGl1JAP0Ud1fZZMvSomBzJ710j4Me8mjQDwEre5Uv2wQfk1ifDwb5ksuJQQ3xt423lbuQjvoIQByQrNDh1JxGFkOdlJvu%2FgFtuW0wR4cgd%2BZKesSV7QkNE2kw6AV4hoIuC02LGmTomyf8PiO6CZzOTLTPQ%2BHW06H%2Btx%2BbQ8LmDYg1pTFrp2oJXgkZTyeRJZM0C8aE2LpFrNVDuhARsN543%2FFV6klQ6Tv1OoZGXLv0igKrl%2FCmJxRmX7JJbJ998VSIPQRyDBICzl4JJlYHbdql30NvYcOuZ7a10uWRrgoieOdgIm4rlq6vNOQBuqESLbXG5lzdJGHw2m0sDYmODXbYGTfSTGRKpssTO95fothJCjUGQgEL4yKoGAF%2F0SrpUDNn8CBgBcSDQByAeNkCXp4S4Ro2Xh4OeaGRgR66PVOsU8bc6TR5%2FxTcn4IVMLOkXSWiXxkZQCbvKfmoAvQaKjO3EDKwkwqHChCDEM5loQRPd5ACBki1TjF772oaQhQbQ5C0lcWXPFOzrfsDGUXGrpxasbG4iab6eByaQkQfm0VFlP0ZsDkvvqCL6QXMUwCjdMx1ZOyKhTJ7a1GWAdOUcJ8RSejxNVyGs31OKMyRyBVoZFjqIkmKlLQ5eHMeEL4MkUf23cQ%2F1SgRCJ1dk4UdBT7OoyuNgLs0oCd8RnrEIb6QdMxT2QjD4zMrJkfgx5aDMcA4orsTtKCqWb%2FVeyceqa5OGSmB28YwH4rFbkQaLoUN8OQQYnD3w2eXpI4ScQfbCUZiJ4yMOIKLyyTc7BQ4uXUw6Ee6%2FxM%2B4Y67ngNBknxIPwuppgIhFcwJyr6EIj%2BLzNj%2FmfR2vhhRlx0BILZoAYruF0caWQ7YxO66UmeguDREAFHYuC7HJviRgVO6ruJH59h%2FC%2FPkgSle8xNzZJULLWq9JMDTE2fjGE146a1Us6PZDGYle6ldWRqn%2FpdpgHKNGrGIdkRK%2BKPETT9nKT6kLyDI8xd9A1FgWmXWRAIHwZ37WyZHOVyCadJEmMVz0MadMjDrPho%2BEIochkVC2xgGiwwsQ6DMv2P7UXqT4x7CdcYGId2BJQQa85EQKmCmwcRejQ9Bm4oATENFPkxPXILHpMPUyWTI5rjNOsIlmEeMbcOCEqInpXACYQ9DDxmFo9vcmsDblcMtg4tqBerNngkIKaFJmrQAPnq1dEzsMXcwjcHdfdCibcAxxA%2Bq%2Fj9m3LM%2FO7WJka4tSidVCjsvo2lQ%2F2ewyoYyXwAYyr2PlRoR5MpgVmSUIrM3PQxXPbgjBOaDQFIyFMJvx3Pc5RSYj12ySVF9fwFPQu2e2KWVoL9q3Ayv3IzpGHUdvdPdrNUdicjsTQ2ISy7QU3DrEytIjvbzJnAkmANXjAFERA0MUoPF3%2F5KFmW14bBNOhwircYgMqoDpUMcDtCmBE82QM2YtdjVLB4kBuKho%2FbcwQdeboqfQartuU3CsCf%2BcXkgYAqp%2F0Ee3RorAZt0AvvOCSI4JICIlGlsV0bsSid%2FNIEALAAzb6HAgyWHBps6xAOwkJIGcB82CxRQq4sJf3FzA70A%2BTRqcqjEMETCoez3mkPcpnoALs0ugJY8kQwrC%2BJE5ik3w9rzrvDRjAQnqgEVvdGrNwlanR0SOKWzxOJOvLJhcd8Cl4AshACUkv9czdMkJCVQSQhp6kp7StAlpVRpK0t0SW6LHeBJnE2QchB5Ccu8kxRghZXGIgZIiSj7gEKMJDClcnX6hgoqJMwiQDigIXg3ioFLCgDgjPtYHYpsF5EiA4kcnN18MZtOrY866dEQAb0FB34OGKHGZQjwW%2FWDHA60cYFaI%2FPjpzquUqdaYGcIq%2BmLez3WLFFCtNBN2QJcrlcoELgiPku5R5dSlJFaCEqEZle1AQzAKC%2B1SotMcBNyQUFuRHRF6OlimSBgjZeTBCwLyc6A%2BP%2FoFRchXTz5ADknYJHxzrJ5pGuIKRQISU6WyKTBBjD8WozmVYWIsto1AS5rxzKlvJu4E%2FvwOiKxRtCWsDM%2BeTHUrmwrCK5BIfMzGkD%2B0Fk5LzBs0jMYXktNDblB06LMNJ09U8pzSLmo14MS0OMjcdrZ31pyQqxJJpRImlSvfYAK8inkYU52QY2FPEVsjoWewpwhRp5yAuNpkqhdb7ku9Seefl2D0B8SMTFD90xi4CSOwwZy9IKkpMtI3FmFUg3%2FkFutpQGNc3pCR7gvC4sgwbupDu3DyEN%2BW6YGLNM21jpB49irxy9BSlHrVDlnihGKHwPrbVFtc%2Bh1rVQKZduxIyojccZIIcOCmhEnC7UkY68WXKQgLi2JCDQkQWJRQuk60hZp0D3rtCTINSeY9Ej2kIKYfGxwOs4j9qMM7fYZiipzgcf7TamnehqdhsiMiCawXnz4xAbyCkLAx5EGbo3Ax1u3dUIKnTxIaxwQTHehPl3V491H0%2BbC5zgpGz7Io%2BmjdhKlPJ01EeMpM7UsRJMi1nGjmJg35i6bQBAAxjO%2FENJubU2mg3ONySEoWklCwdABETcs7ck3jgiuU9pcKKpbgn%2B3YlzV1FzIkB6pmEDOSSyDfPPlQskznctFji0kpgZjW5RZe6x9kYT4KJcXg0bNiCyif%2BpZACCyRMmYsfiKmN9tSO65F0R2OO6ytlEhY5Sj6uRKfFxw0ijJaAx%2Fk3QgnAFSq27%2F2i4GEBA%2BUvTJKK%2F9eISNvG46Em5RZfjTYLdeD8kdXHyrwId%2FDQZUaMCY4gGbke2C8vfjgV%2FY9kkRQOJIn%2FxM9INZSpiBnqX0Q9GlQPpPKAyO5y%2BW5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W%2FN6l54qOynCqD3DpWQ%2BmpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE%2B7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv%2F8lbTIkkYpqKM9VOhp65ktYk%2BQ46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI%2BejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5%2B7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu%2Bvtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%3Bsrc%3Aurl%28data%3Aapplication%2Fvnd%2Ems%2Dfontobject%3Bbase64%2Cn04AAEFNAAACAAIABAAAAAAABQAAAAAAAAABAJABAAAEAExQAAAAAAAAAAIAAAAAAAAAAAEAAAAAAAAAJxJ%2FLAAAAAAAAAAAAAAAAAAAAAAAACgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzAAAADgBSAGUAZwB1AGwAYQByAAAAeABWAGUAcgBzAGkAbwBuACAAMQAuADAAMAA5ADsAUABTACAAMAAwADEALgAwADAAOQA7AGgAbwB0AGMAbwBuAHYAIAAxAC4AMAAuADcAMAA7AG0AYQBrAGUAbwB0AGYALgBsAGkAYgAyAC4ANQAuADUAOAAzADIAOQAAADgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzACAAUgBlAGcAdQBsAGEAcgAAAAAAQlNHUAAAAAAAAAAAAAAAAAAAAAADAKncAE0TAE0ZAEbuFM3pjM%2FSEdmjKHUbyow8ATBE40IvWA3vTu8LiABDQ%2BpexwUMcm1SMnNryctQSiI1K5ZnbOlXKmnVV5YvRe6RnNMFNCOs1KNVpn6yZhCJkRtVRNzEufeIq7HgSrcx4S8h%2Fv4vnrrKc6oCNxmSk2uKlZQHBii6iKFoH0746ThvkO1kJHlxjrkxs%2BLWORaDQBEtiYJIR5IB9Bi1UyL4Rmr0BNigNkMzlKQmnofBHviqVzUxwdMb3NdCn69hy%2BpRYVKGVS%2F1tnsqv4LL7wCCPZZAZPT4aCShHjHJVNuXbmMrY5LeQaGnvAkXlVrJgKRAUdFjrWEah9XebPeQMj7KS7DIBAFt8ycgC5PLGUOHSE3ErGZCiViNLL5ZARfywnCoZaKQCu6NuFX42AEeKtKUGnr%2FCm2Cy8tpFhBPMW5Fxi4Qm4TkDWh4IWFDClhU2hRWosUWqcKLlgyXB%2BlSHaWaHiWlBAR8SeSgSPCQxdVQgzUixWKSTrIQEbU94viDctkvX%2BVSjJuUmV8L4CXShI11esnp0pjWNZIyxKHS4wVQ2ime1P4RnhvGw0aDN1OLAXGERsB7buFpFGGBAre4QEQR0HOIO5oYH305G%2BKspT%2FFupEGGafCCwxSe6ZUa%2B073rXHnNdVXE6eWvibUS27XtRzkH838mYLMBmYysZTM0EM3A1fbpCBYFccN1B%2FEnCYu%2FTgCGmr7bMh8GfYL%2BBfcLvB0gRagC09w9elfldaIy%2FhNCBLRgBgtCC7jAF63wLSMAfbfAlEggYU0bUA7ACCJmTDpEmJtI78w4%2FBO7dN7JR7J7ZvbYaUbaILSQsRBiF3HGk5fEg6p9unwLvn98r%2BvnsV%2B372uf1xBLq4qU%2F45fTuqaAP%2BpssmCCCTF0mhEow8ZXZOS8D7Q85JsxZ%2BAzok7B7O%2Ff6J8AzYBySZQB%2FQHYUSA%2BEeQhEWiS6AIQzgcsDiER4MjgMBAWDV4AgQ3g1eBgIdweCQmCjJEMkJ%2BPKRWyFHHmg1Wi%2F6xzUgA0LREoKJChwnQa9B%2B5RQZRB3IlBlkAnxyQNaANwHMowzlYSMCBgnbpzvqpl0iTJNCQidDI9ZrSYNIRBhHtUa5YHMHxyGEik9hDE0AKj72AbTCaxtHPUaKZdAZSnQTyjGqGLsmBStCejApUhg4uBMU6mATujEl%2BKdDPbI6Ag4vLr%2BhjY6lbjBeoLKnZl0UZgRX8gTySOeynZVz1wOq7e1hFGYIq%2BMhrGxDLak0PrwYzSXtcuyhXEhwOYofiW%2BEcI%2Fjw8P6IY6ed%2BetAbuqKp5QIapT77LnAe505lMuqL79a0ut4rWexzFttsOsLDy7zvtQzcq3U1qabe7tB0wHWVXji%2BzDbo8x8HyIRUbXnwUcklFv51fvTymiV%2BMXLSmGH9d9%2BaXpD5X6lao41anWGig7IwIdnoBY2ht%2FpO9mClLo4NdXHAsefqWUKlXJkbqPOFhMoR4aiA1BXqhRNbB2Xwi%2B7u%2FjpAoOpKJ0UX24EsrzMfHXViakCNcKjBxuQX8BO0ZqjJ3xXzf%2B61t2VXOSgJ8xu65QKgtN6FibPmPYsXbJRHHqbgATcSZxBqGiDiU4NNNsYBsKD0MIP%2FOfKnlk%2FLkaid%2FO2NbKeuQrwOB2Gq3YHyr6ALgzym5wIBnsdC1ZkoBFZSQXChZvlesPqvK2c5oHHT3Q65jYpNxnQcGF0EHbvYqoFw60WNlXIHQF2HQB7zD6lWjZ9rVqUKBXUT6hrkZOle0RFYII0V5ZYGl1JAP0Ud1fZZMvSomBzJ710j4Me8mjQDwEre5Uv2wQfk1ifDwb5ksuJQQ3xt423lbuQjvoIQByQrNDh1JxGFkOdlJvu%2FgFtuW0wR4cgd%2BZKesSV7QkNE2kw6AV4hoIuC02LGmTomyf8PiO6CZzOTLTPQ%2BHW06H%2Btx%2BbQ8LmDYg1pTFrp2oJXgkZTyeRJZM0C8aE2LpFrNVDuhARsN543%2FFV6klQ6Tv1OoZGXLv0igKrl%2FCmJxRmX7JJbJ998VSIPQRyDBICzl4JJlYHbdql30NvYcOuZ7a10uWRrgoieOdgIm4rlq6vNOQBuqESLbXG5lzdJGHw2m0sDYmODXbYGTfSTGRKpssTO95fothJCjUGQgEL4yKoGAF%2F0SrpUDNn8CBgBcSDQByAeNkCXp4S4Ro2Xh4OeaGRgR66PVOsU8bc6TR5%2FxTcn4IVMLOkXSWiXxkZQCbvKfmoAvQaKjO3EDKwkwqHChCDEM5loQRPd5ACBki1TjF772oaQhQbQ5C0lcWXPFOzrfsDGUXGrpxasbG4iab6eByaQkQfm0VFlP0ZsDkvvqCL6QXMUwCjdMx1ZOyKhTJ7a1GWAdOUcJ8RSejxNVyGs31OKMyRyBVoZFjqIkmKlLQ5eHMeEL4MkUf23cQ%2F1SgRCJ1dk4UdBT7OoyuNgLs0oCd8RnrEIb6QdMxT2QjD4zMrJkfgx5aDMcA4orsTtKCqWb%2FVeyceqa5OGSmB28YwH4rFbkQaLoUN8OQQYnD3w2eXpI4ScQfbCUZiJ4yMOIKLyyTc7BQ4uXUw6Ee6%2FxM%2B4Y67ngNBknxIPwuppgIhFcwJyr6EIj%2BLzNj%2FmfR2vhhRlx0BILZoAYruF0caWQ7YxO66UmeguDREAFHYuC7HJviRgVO6ruJH59h%2FC%2FPkgSle8xNzZJULLWq9JMDTE2fjGE146a1Us6PZDGYle6ldWRqn%2FpdpgHKNGrGIdkRK%2BKPETT9nKT6kLyDI8xd9A1FgWmXWRAIHwZ37WyZHOVyCadJEmMVz0MadMjDrPho%2BEIochkVC2xgGiwwsQ6DMv2P7UXqT4x7CdcYGId2BJQQa85EQKmCmwcRejQ9Bm4oATENFPkxPXILHpMPUyWTI5rjNOsIlmEeMbcOCEqInpXACYQ9DDxmFo9vcmsDblcMtg4tqBerNngkIKaFJmrQAPnq1dEzsMXcwjcHdfdCibcAxxA%2Bq%2Fj9m3LM%2FO7WJka4tSidVCjsvo2lQ%2F2ewyoYyXwAYyr2PlRoR5MpgVmSUIrM3PQxXPbgjBOaDQFIyFMJvx3Pc5RSYj12ySVF9fwFPQu2e2KWVoL9q3Ayv3IzpGHUdvdPdrNUdicjsTQ2ISy7QU3DrEytIjvbzJnAkmANXjAFERA0MUoPF3%2F5KFmW14bBNOhwircYgMqoDpUMcDtCmBE82QM2YtdjVLB4kBuKho%2FbcwQdeboqfQartuU3CsCf%2BcXkgYAqp%2F0Ee3RorAZt0AvvOCSI4JICIlGlsV0bsSid%2FNIEALAAzb6HAgyWHBps6xAOwkJIGcB82CxRQq4sJf3FzA70A%2BTRqcqjEMETCoez3mkPcpnoALs0ugJY8kQwrC%2BJE5ik3w9rzrvDRjAQnqgEVvdGrNwlanR0SOKWzxOJOvLJhcd8Cl4AshACUkv9czdMkJCVQSQhp6kp7StAlpVRpK0t0SW6LHeBJnE2QchB5Ccu8kxRghZXGIgZIiSj7gEKMJDClcnX6hgoqJMwiQDigIXg3ioFLCgDgjPtYHYpsF5EiA4kcnN18MZtOrY866dEQAb0FB34OGKHGZQjwW%2FWDHA60cYFaI%2FPjpzquUqdaYGcIq%2BmLez3WLFFCtNBN2QJcrlcoELgiPku5R5dSlJFaCEqEZle1AQzAKC%2B1SotMcBNyQUFuRHRF6OlimSBgjZeTBCwLyc6A%2BP%2FoFRchXTz5ADknYJHxzrJ5pGuIKRQISU6WyKTBBjD8WozmVYWIsto1AS5rxzKlvJu4E%2FvwOiKxRtCWsDM%2BeTHUrmwrCK5BIfMzGkD%2B0Fk5LzBs0jMYXktNDblB06LMNJ09U8pzSLmo14MS0OMjcdrZ31pyQqxJJpRImlSvfYAK8inkYU52QY2FPEVsjoWewpwhRp5yAuNpkqhdb7ku9Seefl2D0B8SMTFD90xi4CSOwwZy9IKkpMtI3FmFUg3%2FkFutpQGNc3pCR7gvC4sgwbupDu3DyEN%2BW6YGLNM21jpB49irxy9BSlHrVDlnihGKHwPrbVFtc%2Bh1rVQKZduxIyojccZIIcOCmhEnC7UkY68WXKQgLi2JCDQkQWJRQuk60hZp0D3rtCTINSeY9Ej2kIKYfGxwOs4j9qMM7fYZiipzgcf7TamnehqdhsiMiCawXnz4xAbyCkLAx5EGbo3Ax1u3dUIKnTxIaxwQTHehPl3V491H0%2BbC5zgpGz7Io%2BmjdhKlPJ01EeMpM7UsRJMi1nGjmJg35i6bQBAAxjO%2FENJubU2mg3ONySEoWklCwdABETcs7ck3jgiuU9pcKKpbgn%2B3YlzV1FzIkB6pmEDOSSyDfPPlQskznctFji0kpgZjW5RZe6x9kYT4KJcXg0bNiCyif%2BpZACCyRMmYsfiKmN9tSO65F0R2OO6ytlEhY5Sj6uRKfFxw0ijJaAx%2Fk3QgnAFSq27%2F2i4GEBA%2BUvTJKK%2F9eISNvG46Em5RZfjTYLdeD8kdXHyrwId%2FDQZUaMCY4gGbke2C8vfjgV%2FY9kkRQOJIn%2FxM9INZSpiBnqX0Q9GlQPpPKAyO5y%2BW5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W%2FN6l54qOynCqD3DpWQ%2BmpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE%2B7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv%2F8lbTIkkYpqKM9VOhp65ktYk%2BQ46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI%2BejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5%2B7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu%2Bvtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%20format%28%27embedded%2Dopentype%27%29%2Curl%28data%3Aapplication%2Ffont%2Dwoff%3Bbase64%2Cd09GRgABAAAAAFuAAA8AAAAAsVwAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAABGRlRNAAABWAAAABwAAAAcbSqX3EdERUYAAAF0AAAAHwAAACABRAAET1MvMgAAAZQAAABFAAAAYGe5a4ljbWFwAAAB3AAAAsAAAAZy2q3jgWN2dCAAAAScAAAABAAAAAQAKAL4Z2FzcAAABKAAAAAIAAAACP%2F%2FAANnbHlmAAAEqAAATRcAAJSkfV3Cb2hlYWQAAFHAAAAANAAAADYFTS%2FYaGhlYQAAUfQAAAAcAAAAJApEBBFobXR4AABSEAAAAU8AAAN00scgYGxvY2EAAFNgAAACJwAAAjBv%2B5XObWF4cAAAVYgAAAAgAAAAIAFqANhuYW1lAABVqAAAAZ4AAAOisyygm3Bvc3QAAFdIAAAELQAACtG6o%2BU1d2ViZgAAW3gAAAAGAAAABsMYVFAAAAABAAAAAMw9os8AAAAA0HaBdQAAAADQdnOXeNpjYGRgYOADYgkGEGBiYGRgZBQDkixgHgMABUgASgB42mNgZulmnMDAysDCzMN0gYGBIQpCMy5hMGLaAeQDpRCACYkd6h3ux%2BDAoPD%2FP%2FOB%2FwJAdSIM1UBhRiQlCgyMADGWCwwAAAB42u2UP2hTQRzHf5ekaVPExv6JjW3fvTQ0sa3QLA5xylBLgyBx0gzSWEUaXbIoBBQyCQGHLqXUqYNdtIIgIg5FHJxEtwqtpbnfaV1E1KFaSvX5vVwGEbW6OPngk8%2FvvXfv7pt3v4SImojIDw6BViKxRgIVBaZwVdSv%2BxvXA%2BIuzqcog2cOkkvDNE8Lbqs74k64i%2B5Sf3u8Z2AnIRLbyVCyTflVSEXVoEqrrMqrgiqqsqqqWQ5xlAc5zWOc5TwXucxVnuE5HdQhHdFRHdNJndZZndeFLc%2FzsKJLQ%2FWV6BcrCdWkwspVKZVROaw0qUqqoqZZcJhdTnGGxznHBS5xhad5VhNWCuturBTXKZ3RObuS98pb9c57k6ql9rp2v1as5deb1r6s9q1GV2IrHSt73T631424YXzjgPwqt%2BRn%2BVG%2BlRvyirwsS%2FKCPCfPytPypDwhj8mjctRZd9acF86y89x55jxxHjkPnXstXfbt%2FpNjj%2FnwXW%2BcHa6%2FSYvZ7yEwbDYazDcIgoUGzY3h2HtqgUcs1AFPWKgTXrRQF7xkoQhRf7uF9hPFeyzUTTSwY6EoUUJY6AC8bSGMS4Ys1Au3WaiPSGGsMtkdGH2rzJgYHAaYjxIwQqtB1CnYkEZ9BM6ALOpROAfyqI%2FDBQudgidBETXuqRIooz4DV0AV9UV4GsyivkTEyMMmw1UYGdhkuAYjA5sMGMvIwCbDDRgZeAz1TXgcmDy3YeRhk%2BcOjCxsMjyAkYFNhscwMrDJ8BQ2886gXoaRhedQvyTSkDZ7uA6HLLQBI5vGntAbGHugTc53cMxC7%2BE4SKL%2BACOzNpk3YWTWJid%2BiRo5NXIKM3fBItAPW55FdJLY3FeHBDr90606JCIU9Jk%2BMs3%2FY%2F8L8jUq3y79bJ%2F0%2F%2BROoP4v9v%2F4%2Fmj%2Bi7HBXUd0%2FelU6IHfHt8Aj9EPGAAoAvgAAAAB%2F%2F8AAnjaxb0JfBvVtTA%2BdxaN1hltI1m2ZVuSJVneLVlSHCdy9oTEWchqtrBEJRAgCYEsQNhC2EsbWmpI2dqkQBoSYgKlpaQthVL0yusrpW77aEubfq%2Fly%2BujvJampSTW5Dvnzmi1E%2Bjr%2F%2F3%2BXmbu3Llz77nnbuece865DMu0MAy5jGtiOEZkOp8lTNeUwyLP%2FDH%2BrEH41ZTDHAtB5lkOowWMPiwayNiUwwTjE46AI5xwhFrINPXYn%2F7ENY0dbWHfZAiTZbL8ID%2FInAd5xz2NpIH4STpDGonHIJNE3OP1KG4ISaSNeBuITAyRLgIxoiEUhFAnmUpEiXSRSGqAQEw0kuyFUIb0k2gnGSApyBFi0il2SI5YLGb5MdFjXCey4mNHzQ7WwLGEdZiPPgYR64we8THZHAt%2BwnT84D%2Fx8YTpGPgheKH4CMEDVF9xBOIeP3EbQgGH29BGgpGkIxCMTCW9qUTA0Zsir%2BQUP1mt%2BP2KusevwIO6Bx%2FIaj8%2FOD5O0VNrZW2EsqZBWbO1skRiEKE0DdlKKaSVO5VAuRpqk8VQJAqY7ydxaK44YJvrO2EWjOoDBoFYzQbDNkON%2BUbiKoRkywMWWf1j4bEY2iIY1AeMgvmEz%2FkVo9v4FSc%2FaMZMrFbjl4zWLL0%2BY5FlyzNlEVYDudJohg8gPUP7kcB%2Fmn%2BG6cd%2B5PV4Q72dXCgocWJADBgUuDTwiXiGSyZo14HOEQ2lE6k0XDIEusexDzZOMXwt1Dutz%2BtqmxTvlskNWXXUQIbhaurum9GrePqm9Yaeabjkiqf%2BbUvzDOvb2Y1E%2BEX2DnemcTP%2FzLcuu7xjQXdAtjR0Lo5n4%2FHs%2FGtntMlysHt%2B29NXbH6se%2F%2FWbFcyu%2Br28H0MwzI30DYeYTLMXIA2EG8QlHpAsyS0EfEToR0a3utIxFPJ3kiIHCCrZ66b0e2xEmL1dM9YN%2FMwS5p01N5jMX%2FBLKt%2F1R83l0LyC29M6%2BiYxo%2FUNg%2FEF7c2WyyW5tYl8WnhWg2%2FhyySbD5UhnDyS7OcU0dnrFw%2BDfGdI7v4QfYIIzOMq9hFtY55gmvC7jZ2FK7sEdrn6IXBuucYhjsGdQ8z0yEbWkkczjjsE5hNAIZrPx2zOLZDmKNXcXtg7EMqidAEEWg%2BSJCBBNwxvxJfc%2FbZa%2BKKf%2BxoKZybnq5vaqpPTye7CiF%2BZFjxZ8%2F7Qij0hfOG%2FcowPA1rT1l4ymWnrKmxxqfErTVrpgwPlz1kC%2BOy8NMDz6c%2BIO38K%2Fx0xkPnLW8Kx6qGAoQdL%2BTD9V9rb%2B%2Fctn%2F%2Ftrxz8dUrZrD%2Fzk%2FferF0cNt1BzctmX2FZPXt%2FjnFCQNz4Ah%2FiKllGiCMs1w5Lkg0kiEwj6VTXCDKsX9rMpnvIj9pcDecXAIXMnqn2dTUbN6w0XQ9ue6FV%2FnnXCH7S3lPWGltVcLsH75ub3ab7A8M28caNrIeOr3o5Q0yFsYL80xaa0EY%2FUEczV7icUMY5pnelAkmUAXmHYjvFWFGxuqlSaow3OM%2B%2FiYY7%2Fl%2FhVELF4EjRqNR%2FbvRbOY%2BDUGzGR%2FOh3EqmE%2FugIQQguGt%2FeMYz%2F%2BL0cimjeZfQDI3phXMbMQsqH%2BCjwVz%2Fhf4idHovgVmB8gLvjbicDcC%2FNypP536E%2F9N%2FpuMibExdohBmNwyiaZdJGoigos7GpF222xrfnZhML%2F7Z%2BylaqP63Hr%2Bm7bdUkQ6%2F2cXqdfmvwixY%2Bs2ksXFeXcE%2BiX0Z%2BIow76DBNgjJ7TOdUK18iPsPflfQD%2BDPsZG2Aj9VmKMMJ4fYRrhIaxhTDR0Elh2vA6h%2FAE6xUb29mj3sjmL72petXjejPy%2Boel60M99tFduCI59N3221xe7apOvxs6aHs7vab1IqY2tv7q2xsHeHGml%2FcV06u%2F8S%2FxTjJ%2BJYc0bWEX0ukW6YmIbGkJRMdjJ9mYIH5QIdJF4hvRGyK7cC7ctImQRcUET99fGXOoft35GYLMQu%2Bg2smnkgZUrH8AL%2F9Si217IssJ916nv14ZrJrvdxLkQvrvtBcjgPC0NXOicO8Qf4mcxPqh3hgUw3DDfdvLJXngg7N3dN2zbPJSaed3OfZnMU7dvmznp3C3bruO%2BNmue0LFsy7S%2B6265%2BfCKFYdvvuW6vmlblnUI8xCXp37CrOZv4B9gauDBlYp7adcUXB5DNCwYImlXOJJKkAdvExXxVvKEYnCo%2B3eIskP9qrrfIYs71CccBjfXRC52udTHHdaP1A1ui%2FVvH1otbrLrpNXBsGX5B89QghDyimlvNB2KfkxZ5C9%2Fem3%2Bd1%2Bd%2F%2FIfFp2%2B2Oxn%2Fs%2B9n%2F79p39S3s8idN6g0yZObwJOgKUpNB3GyU0Ls0PbRzIRq4lcarLKOJBkLRzJQD4j2090XrbA7DW8K3jNF5hlGS5e4V2D17zgss4T20egOJte5iD0bReM9yjTxnQxCRj3c5kFzGJmGbNKmwGw39IJDJcXJZGMkaAB4jyJAKw0jt5IAuIE%2BA%2BU3cVAZZrq9zhDyBrU8oosuxcGNTzCKJfla7JjNVmuSb%2F%2BtuzN2H%2BX4vlB%2BPpdfMXXmuVsNiub1T34SFbjYw5itEvVi0K0Nt9pNJUMI7SLGRhf2xipfCYf8z5OdlGKayOucFeVPeS%2Fdbo3lBrbSMmwUiQN5%2Fed7g0Ds1s17IuZC5kNzM3MZ6EWCa0DtekdJfAxz%2BR%2FOX28sND7yRMTBcf%2B%2Bs8mQCQWHya4qBv%2FufeMoWyslPA9DtMxUknxkH%2FyfTnm2CMYzs%2BCq3r7PxY%2FMXomrvTEsRpfEGHa%2BWN8E1AHjElb7d06ddA7oK%2F%2B5Mdsv9EtPms0jv0Z5kf1FqPxWdFtfFr0kHfgDX0Y%2B5PRSG7RUj0tQr7rmfX8DH4G5W28kKeJLtmQsQkuwMP1pk16EV4sl7vrMJATfyUWo%2FGwEco4rh4XFQgaiUX9qxZHrMQqKnz%2Fc2d8b9TysYrAuXpP%2FRf%2FGr8b1qwwc5a%2BeuLa6S6sneNXToG2XrEJi4R5SGs8Sq2S3d97bsfCRaTdaLwKClRHt37mkudvXbjwVrLhuYeGhh56bvfQkHpk2CwvwClqgWwuBfndC3c8dwmstj81KkagcUgbfPY8Zje0W%2F82VPWJHmSq6pP8hPWpotc%2FEexDOK3qU%2BwngPhOCiO9MJRm8TJefjelrzoKnG2Bn%2B1NCUmPE4gHFmBN9jrTigRIpsACrc9Gstg58ULkp9467%2BGf%2FeFnD5%2F31lNrt2967dhrm7bzI%2BVT5m%2BfzKhvf2MzpICEm79Bopkn07lt1762adNr127LwVqQLdJ5%2BlpQDcvHPQtVY5knhYrK6q8%2FJsiP6EuhGZdFdaNszjvpqvc%2BPI0CdjN0AXsFOC3ZfALDJwr4q2Xq%2BGF%2BGNbsxUg5NLLIEXi8otcDQcUts0D8eQ1iVDRAMBTsYiNdRIxE09EIBJO9A2xqgERTaW86BUFn0OD2xFO97FAgFhF6OoQ7prYt4XwSeUgQHiJyDbeke9IdQntciLQ1FlJMaYcUNvZBg%2BFB1ubjlnRNvl3o6IEU2w7fdNPhm%2Fhh%2BFLysUu6%2B%2BDLHkOkrSHYEjH0tEPe7WdD3uyDgvAgK%2Fm4szFFR7ch0toUgBTdWHr7EpaWru6%2B6dmbbnqWEbV2EtxAsXiZAPTtGPSbHsotI2leoM8TePEqgSQprs7AGFf8kuOkPdZPXGb55POAW1d%2FjLST9v5YflasP6v%2FCO7%2BGNAPC2BMZWmsOjp2NNbfHwMCJD%2BLPVL%2BD%2FOYlWEEI%2F9jpPddOFkB5d1GSuKZYggmCCd7JUxD7EXAzxyirYnNDLdDZoFdx14kivkvGc3579Jm36reTTvDgBnaO6vzyQ6chQmlsMoIkIQ2%2BbBDWBud1Va4pcCn8CPqxlh%2FfgtG8IPaPH8C5wk6%2FnZDv69jurV5QhtwE0x2iqOsj9Mx8B9%2F0EaUdiPfOYYDCi%2Fq9jhWRuupMDEU0%2BCtX0sDFxv07T%2FK5niBPqN9%2BtQjgEc31NGCXFeMcCEuQBIc%2FBK4CO78u7EPYvl3yaEfK3vcb6qP1R2tI7vUjVDDUdKubsSrNjYKY1qBEa2P50SJoaXiksIoLiCwnxS6EBuBde87botNfdEWwYvF%2FR0%2Fu5yCqhGeEOR2ynSeyXjt6ka7neyye8kryBSWE52y%2BRBgogrXPZ8E1yIHoHIFUM%2BAbJhE7lbMtt8ApL%2BxmZW7PwbjAO0fAVoXQOuiSP%2FksIVdFZ0aulsamKUzwPZ%2FNYDMJRBPCxsBqLzqHyneXF6Ej9HlIFo7%2Bpg%2BjUb3unRmGpstGkm6etOuDBGA5wCMefp1gTHcdZlvPBXlOslvYTp1cd8UjYLVd%2FJ5awNrIOKLnIt9MD9qdrKrWCvA6ALm3QV9VrsPm60Q7%2BRHJHP%2B2hqfugo%2FMvI2H%2Fmqr4b9tFnKSRY1Y5Ek80Nm%2FWIhr1ikKnxGz9TWXrokf9xwujfvcOTtNTWnxd0F37Y2W79tteBqZ4G5qLCuomw%2BnSr28QESCRVLTyYKILGJOPfcnaIFOsewhRdvv%2BrWa%2FWih0vlbX6Zb75T5C0qNKVFvH1QL%2FvazSWgC2s6oWXXIuUxQelKiJbowuJDQViatLmLijg9CQBMg8WiPgiw3LEeYRmm5f%2BXdnvkDnxLLjMLxtvX74C3OlwPQqx4xwIdpPx38LrlDphiyWUWHWKAzzxurS%2FxTo%2BP5wGFak62ap1PVFFN4v%2Fy%2BxuR39WnIO7lsWfwgVsK17wxrs9K8ltIKuhkw7f%2F6dhK6gQokFKhWX3urrjk%2FrnI0pgfpGMeuQIUaEM7%2BGF5q2iMkCaMQwxxOzcvU0eXbsnS9XknXvP7Gtw5dwPXlFu2ecvSHEZgNDsU6x%2FGdXBYXyOQjzZReSedeEPY6nEv9gJR4oBQJtFO6Kd0fwC6BO4LNHDeBujB6dSNcUQC9zIv2LnAzGk99bUDrdFY%2B9yGFQtEo0GQPNv6vS2drj4%2B1jHbv3aJSMUWP%2BQTZrmbNTjU8wyG%2FiXNNpskybLcJ3CiTF5Ir%2BJYzmJwE0mSVhlxbtbmvweB3ulB6Til5UuUZydpgiFVeobhU0WaBqpJ198d%2B%2FXeNRTZ9%2F1OPfG7%2B2hwzd5W3D%2BhmyjsRcUg%2F%2BCavb%2B%2BVh2ls3L7zT%2FetOnHNxeerv313vzLVqPai4nJv%2BK1FC6040%2F4udw7sAb3laSg0XCkAAs0npBO6VJabS4Elk%2FU%2BD4gTXW%2Bj0wnrMlqNamq4tMIYB87tE10i0FR3LZNhJsb7%2FR561btmes8YBCRkhYNByRtKd55mqTas9FYhJnbRGHuOh3M4QTdgQSqmgRxuzGdSvZGcbMxNQGk5C3ebLjoXIOFM4l%2BWKHmLTJwRv9E8GWJ6dYvf%2FFmEyEGr%2Bgyrr1p5zrgkz0Cw2j94Hv8Jdx7dIVegBSNtgsqGsRQEYiIBoXwD0LNvQ5d7s5Z00QzwNhqZA0b%2BtMG1tQq5nd84uq8R0zPvX35G8uRaze4jcOHzz0w1%2BQ2BIRvf6J6Kgatnrbiem%2BCFvAxfkrndzD9MFPP1GWTUHclpASUkCNAQkpCCcCgDSUDAhDZ%2BCuEkgn8J7i9nMA7pA4lISappxILKfAeSAbIcSDuN2bJcfZILqeO5rLs0MnngSHYRdrHjmaz7JEsEPw51ZqDJDmUIOZIe34WaQeegNsJn1qz8AIpT3yCjyEih%2FxELkuJ0lEMYTLVCiWpo5oYMleMH6USyYJcD%2BuOe%2BkWKpn1Qns34iyYDjkSLvgnZXcgVQNeqINXr48m3iS7cjm8tedyY0f1QvTnHHdsrKby%2F%2BSSbPY8%2FNH6vpl%2FEsq3Ae4ZU1HC44KFiI9o7CEgab%2FRqHbj7s5KAg06s39ZP%2FzxI%2FmVuF%2FTbTSy%2B3Fb8If9%2Fcv7%2Bwt91yy8RfP1QXtW5RzQn7qIiZyuFM5QfJ5E9uVnqT85TanFx0lkP3ukBAMprvsRyi%2FC8NAJL1xbIIirSvnSj4O5netb4JxmNANHPssHAcHMHsFRgEug816gDBeMbdfiuRcghqYcm0%2BXxx%2F5IAEtN3fqFF3LzAXqwoT0PN0OVTNqxo8sxMkd5Ig6k79Zk7VxxX6gMLOZFQgvpW2RrMW1D0BDihaXQ9wVRoBxPLfpknmkeMtoB%2FqM9cRc9IqmMD2XUmdZ7GSRKPUZvChf8BoykriM2MnKYbOHX8R7cLdNCxSFFVQqoYswnlWtlFS2mNkhswVpZiQW1J%2FUKFfipHGlUkM6UKBhMz1istELIHJLMSctu3ugzfaVSOjKvUgc%2FTHK4Sdg2Wscz69leKIkkrwuuWiOe9yGYKQXRumkC3qbRcMwrvhjNXgdZk3RxAUEhuSPvn3nnd%2B%2BU%2F3vlVOmrJzCD8JLxV1OHRjrZifbcFDOuRNTGqdgQm1tSNJ2OcQ04YiEXuxtII1ECSQRoQGYioEsgCfchB4ghAtw7FfJre4WZ9hkVi9MtjuWqtdNDlpMrfEG9fOT6q21okg%2Be4As38MfGquNt7oUws6Ysarj1%2FefE%2Byst86YUVNvDdts3Pv5c8m%2FaP0C%2Bf8%2FQb%2BIMnGq09BgwN01oIOAnAdagI8mBSrqk1gxTDUBOtk2ousEtBH2z4Ir2d3f6k8PXXVlt2qN9RODxRuoJT%2Fv27wm09jRYVc%2Fe%2B%2Biyx2tyzJb%2Fn3J0htXP87eSsQaf2Ly0s6Zmxela88REy1cf4273mI3iXNJ7KxrZibOm9xm6rl4fqy%2Ft27smU8tOfdW2ucBzg2UfmOIVyLIl3kpYlwphDISTXJXsctmiDtN7fNV6zelgxwnWxsVr83Aj%2FS5ki1jL%2Fa0GC6%2B2L6Um%2BaoddlNFuj%2BbJ8mH%2FiaLh8I0%2FU51NspIEfq0dohwyFXKgm4NggwQ4rRhCOUFtxxo8XnitT4cnGfT93IS8FaT85XE3H5LMY4zIEPL1hw443wz%2B1UmhTJyJGxZzw%2BwsKkKZgUiVtKOKMEb2AKHTv61FNc01PQFwKnvsZ%2F9pPA4RKTASWahmh%2B8MxwzHxKy74IRn5LGRjsPUUwTu64UYNY38caqd7HKucZ%2FtHnODtENw%2F2UfHRMaq1UUPDJQ0OKkWCeet5fYOhII1VRz8%2B%2FElg5j4Gxur3J8o2PJ4rg%2B2d08T%2FfwEzSVbyZ9XPro95T477lRKqUSRXQnauHNsISAl27oWi6Fv9z48JMv8r%2FaMMj8onCP%2FDuDZOuN%2BGPPr%2F%2Bp7bx%2B7JlbYdppcNhzKU%2F1Px5aiaGDn%2Fs1iGMaBcleKUo%2Fv9rcxkZj7DBEKOfrayytXNLYiUdBY%2BpleQXdnscKlQcpzuWluxsieeyuXIK6SdxozitWyGOV3vOHHjguyCQ6fpIYy2JwvrQEF%2FQa9Pdf%2FQqOSqCiE%2FEE1%2FXIVKTc2tzWbHnimrEd%2BVyz311Ml3P0GVTj7PD5aDnsvCvH36alEaPMePcMegXs7x8igTu4B9v7G9vTHvhCu%2FkzIdx%2BBxC0ay9zRSvoS0F2lIxI%2BX7klU63I40gLQ3w5ep5na%2BSFnba3z5D64zv%2BQtM4n4ffG3tq4aNHGRfxgrXPMim%2B5487abL7xhdseIRn1KDl%2B7aINixdv0OD%2BJSPwKf5%2BxoP6aiTeQIDVlIhMcL1H5R9PYXvprs3fv2bO7MOplCmweuiq2JRZ1zz%2B9a%2Fv2PH1Hfz9236w%2BZrPXvWfAxlj4NLLHpq3c%2FPQ3uvmvbrjG7fe%2Bo2y%2FcLdtE6VUlXi0ASb1VLUBVSUWSU4HdvAraTyS8xzM8NxvxFkXV6pUVRiJwcgC5zEeht4rwcp7ki0k41G0qlQhG1Vzlq8alEmnFi58caB5Q9vn988MLhqyVlHvLEWjtQFeupdiocF%2FtkkOGPW2ibWaBTkeZ%2FdvPWazXfOnnvL6jkRXpi85sFzZt%2B55ZptW3bl1cCCHZPD06MhySha7UFzjcjbp8fOecFCirzAG%2FyVjBX6OFIaadSjQq1nNhyIe8tVbaaSdHlXIWKacMeuZA1uxS95zILhyrxAdsXTL6m7kNQlx2P9uZf2qhufePFFbpI6%2FOU0WcP99RrCsrwseVot5mtytpf6Y0gm9sdeyKnPQ7onyK4nXlR%2Frg7H95M1upzu89DH6pgUcikoiihJ6NJKmRxV1x%2BMJiOA3YwhDRQrWU0u%2F0rvq0VYXnyCwsLeTJYBq3dAtJDavuzyoVpzZ99Z0%2Ba0uoiFH%2FxcqgDR7rUFeOrUn6Cywb8ZeNMbhLV5ugP9l0zv9UN5b5mFkjzxUcpPJCn3V402pRxtJd2GrnLdhtVk9ZSZh9W91fCSH5B7ofxPiWL%2Bj3D%2FuwhBRdyAyozeZwvQzs79soi%2BBKSnafLviZCcfrpBpLyimfLfTyJtbyruIQKD01tUwJyKEo%2FybaxkSNFUMdMkhQoJyRBQFhnUkDQSXhTM%2B3NmY0EDM7ffLIjqWEGt8lCO6mLia3PukFnghosJD5p5SIho%2FVDkzQfLE%2BIrYoJXkD19pdP7OwG%2FvoIUtagiWiZ4PAFTHHlTVhRZ7dYmPar%2BNJ%2B8JhmR6DFK5DV1foHoLNO%2FpHrvZfmWZ15RQlwvoVDKhCWNK3CCch9lfFBuAqUgpFSShmNaPj%2Bi5%2B%2BWZfKeViJfW5HnUakVL4UCNVkA4%2BETfIqx4B5xSaP2L1yn0zn2ltPn4%2BOqZGmwwEVCaCSqG53ldtL1oLGAhdMLd09MpCCF6tD6ZnAZBY9hDaYsP0jzZ0j5ZjKsF4i1UmLuhbJMCnYJPt5VwFNvmZawXjEvLJqIH8STonZjq7BZ8gKgR20C9MDFqJAX1H64QW2NEup6qgzLP8cvppL%2FNNTOBTCJABOHeWoXzLhw4Wuy7gaBtjKr9kgKq8ZlRYBS32Lpxc8vIhpNDTfyNXWybMJbn2RyQ5EmWc2QF9wmSZ0KYCE%2BcPuYO6b15Uotj2Kd4MItLS7gtFbkTdrFND6pvEZqv5Yv7jXAus7Pg7avo7KDot50NX3CPkP%2BKps8J9%2F3mGQIteY%2FLGPC%2BL7872SPR2br5fy8MtKBMHedGuM28%2FMZmPJMrGgi3Gb1S%2BSi1%2FL%2FzrZwO9XH1ce%2Fz7ZQ1WSoY%2F%2BpMb5FT4ua0Wm%2BJf%2F298nFmChEQ%2BTi71est4mq9VYI6RsymoRJKYidElT2FGnDTZvqtfhGAFTbeqEw68GqtfmbVa%2F1IFO1%2FjdWr%2F8BDRRtQh9XNjubEm4aWVpVonpTGR7PVGc%2BKJNoBIWF7kYi4gUV3r1U6723i6TxUl3n3%2FtM27aZfKb7THiHW9VzFSwHJ05VfK6Ar7kaB0XgPPE0BSkSFKsBUpaLihEWoA9wBt8qirh2VSOkZwXEwyrxZ5jyt2rJmSo9gX7cg6jsEUGJU9z9xJPOEM3uQQxKgkh35DNATnVyrmJ3mbCNyIB%2Fyox4wH1bg2DwN7q9kov4pFqny8oSm3RQbGgJ1QQTs6ZMLilOVYJ9v6Wha3HcJ9jddsXp9YhGUXLXt%2FqMDnvLpPNTXfNa60z5%2FyjXQOMq%2BlNmwh5egpYrdfZQZV9rI47xlRkuyTjpzsmCBSWNkAXVoK8sgYWqQJWbo1RLo6QH0YW6pxqfCnRgkd%2BRiFjUQUQ7poIaYoakgXxwFd9BuuI38H1xBxXSFb%2FpBDIKQFn7YB3dB36l7sG1FLaKiBdp1KxLvfswap%2F30lnVESgNnvjbUoT6w9N%2BXoio0qcYOIM%2Bheg940YimsucQVvli9NEcft2UZwGQwLuilj1fFr1i3NP94X%2BPE7Hpvtj6lBJfJ4R6NvWiaL6MgzWHxiN66DExa%2BdAdAbMYX6HVF8A%2B7rjEZIXAVbDe7PVI9rmN69JOLV1DOSvRPxWNPZBZf%2FNf%2BNy65BhYxxxV%2B77XJ2wfQ389%2FIQPgajXbwMsuAz%2F0IaQcXJavKbRqR2IqyZruXjVC2%2Bhdee%2F5vdnYOedpmVtR3NGXldxSzDSIiBVpkGb9by89UpEPKrSLZmyFDzMab%2FwXl2CNe7s%2FqCtTvWgG5kpBmCBlSzDS%2Fr8N4uwBwohRW63JTS1y32f0TQsPfXVGEHQrV8%2FNCfiOUVirYcBbIeA2%2BiF68rQIo3B%2FS628vYESr79ehzS7Q9LEL9UXmik9XVHb1yBO3Ngvt5935%2Bk1efkV51mzzrM0LL3%2F20avnwMeKuWyOUZg2TasSqZ%2BKcZQiOn1Iu2Vh497ALUVZiCKt%2Fgh6IvTIj1ZLRjWAkpHKOKovNwp00eqPROiAbiNEKieXwMLcXhVJ1%2FuzmLP4tfxaHR59cBdJVG1kTAgl9ze9QKUEQ946Hkb%2BokJ5JRDyf54Axur1D%2BWS49cLr0tTPEu7UmXrxcSr3XNvumv4yXzInXKH4F7Tc7p17Zt%2Bt%2FqW2%2B93k063X7VW6lALxTY7i1nBXMxcxmzQbabxz%2BtJo%2BwijYaIGMNS8AoSMgAPt84DdHOoMPfjXhF%2BkuH1tZvuFQrRCN07xGcXRX9MYxYchDe5BcHj%2BZ4i%2B42WyPc8Xofi7bbZJN5nJLJ5qr6IqRtzqNlM17SpFsnkEyTWoABEjz4JXOQvzWYuwdnV5LNGOwTM5v9r4RpQ8ZXsYodks3o31JBlzbYtNotisnm22MxiwGFXam5oN1n0TA%2FhRvshvTSDwHff4nNzRo9Dum6PaJbMXzDz%2Bx%2BFkj4L4bFNBb1asqsgH7Dyh4DvbkPtf5yMDKzEwyoaESMSNS9P9gJVA3%2FRTlwoMwZvxECFWxIPNw9gi01nOHjP32esZTtmXHnxvZd8ZtakqQ7ekajbXetpNa6ocTVxJtY%2BuSe69OLz77zh5bDR3xjZMzUz6fxrz1nqrZGcHQHfPVefN%2BfiK86LeXj%2BSc5lPKy%2Bk%2FvCUI%2FDaLFYCWHr6nbXuILTIsb5imNKY%2FrCm28fSMxPhkN1XbNMNZGuqwOBhtTSxWuTk6bw0ZaG86b1hKddePOKuBvmiguYBn4T%2FyOqOyGRBt7bKUI1GjioBC8aUKwF7Q319UgcmtFGIzCJGBqwQij0ynDsfdFGc3TS3BlNfJ25xmzniMkpXXTPvCaD3ZaZvyzjmZdudBostmhb0ORZNN2sJBeed1HXkrUsywueQH%2BL0eCPxmsa5ZpgRJSDZ11yDv%2Bjmbd86vxZfc1WcZJ3UkMq1BOOOVtvu%2F%2BpB%2Ben186d3GTwWAw2jheaJs09%2F%2BLNfZft37DALyrNj1wABMuUKbODyTVnT%2FKYbJ3Tpq8IrNh92dkxOj5P%2FYpZx4%2FycyiVcDYdn4JbEoKdQi9054iBKsygLW46FRGxAb0NPNCm8BSNCPjoKcj6EAus4SuP3rB%2BcV99%2FeTF6294dA8%2BTK6v74MHVpYNRt%2FI30e8QGTOOdfGWzzxcy%2B87a7bLjw37rHw1nPzp0KyyRSeZO%2BQQhInt3dYgvycjrPOv%2BT8s1rptaP84VeywdWX2T4ysr0%2F7TLIs6%2Bx9zib56ye1dM9e%2FXsZmePY3NDs9zlnNVt4%2BWgHJbbz3Livg4P9WWgviOMm4kCRT6I8vw0NbUUEnFvOuFKoxQW1gTsvFirsF5pb7qTUCx4i7VmtToveaDxvK9uOaedVvPRpVOnNz0Q6bry7uiSdQ8t7Vy4JQKVS%2BXPplV2ts4bvCwZu%2BKzgITtxepaPRzWdpv74muvv6RO0SorX6cu%2FdqKn%2FXWnrtp%2FZragz13DUCl5myiFW2Ycvb0PtsXnU%2Btx8pvLFbUspLX68mdegwmOif%2FNPDONajTGoUh6tU56HBJCTBASVvNUB5VIiKpc9kd7kludodSFz7xQbiOmMk5dOYk56gzL6uaf7N8a6MQOHm0ae6snZpFDfuT3%2FjdYzjzwkXXIVHoXNuCfQslQZqBZjTsoHMqrkE4jaYdgkGz2ATOgB3cPkSukD01DnV3ttb1wx%2B6arPqbkcNAHoFPzKUUQ%2BqL0k97pjbZv1I%2FegC9zTFbrrlFpNdmea%2BgIgfWW3wqkcis8ky5FAcRd1If5nNZrl2FFpungc8wpoCl1BpQV%2FScS%2BzjlASyUTVv%2FAJ46gkJI4bHX4lTnloctxPZE1ckS3%2BjG2fKIjkQFyzuo8jvYQG1OrGvJPSTu%2FnSp9PHNTl4z5hK%2F8gtXVKF6gEKiglgcKiRlCESsQCV5QIlKWKpr34lt%2FwkSx%2FJCmP5%2FcBKQfl%2F5gd%2BrOS%2F%2Bp91%2F%2BYCg5CXK2W4M9fu%2B%2F6xxX%2BvnelVuldIDCG0VQTpU9Dw4pRfei%2B6zWx0MLie0gPbyrkmRU7OwT16JGeyXLHqOLqAfVN1GPlBzWtFNzj0TRTCjogtP1NjIvu5habN5Aoa1k66wGpqriVetJgiGdwDZtKhnN0y4n9sXYnsqGmZfDSR15%2B5NLBlhoDaedEm7sxmpqRija6ZEEg2EAnTiAC8IrmFbGz1q08P9PSkjl%2F5bqzYqT9hMmptEXDgTqP3Wiye%2BsD4Wir4jCeoHbbp5hRfpB7BakUIppIlPCD30dR1GtslDz8OsqbXmejFC%2Fv8wu5X2myq7SJ8Avzv9DFUJySf5uNvq4%2BTi7W9D%2FOZrLChdwxmPNiBRqVjnpK%2FaGxRCDspVYKAW9AN1JANoo8wP4BJUlGqdgw6m1qPQ2QW3%2BOfU5%2FieLS%2FNuKpDU3uf8bcAXyBal5jMR2NEAbPAZt0K3hvxHBEDlUxfIGcD%2BN2gNSNx36nfqlAYow0puatNpRz0e4W2oahKzQHsjf2c16ad%2F3t2KTtPobnX6D8C8pd0MDP%2BKx7wnXqGGlLQcvikMErm6TmfsuxJXbSAxqNjOogJLQBLiKEHAE%2BJGTS3JoEhTrz8%2FCB%2B5YlupJ58aOat8Kv4JvregxwcU5Cp8GFAFm1FyOfto6GS2m1NGTS6CPNKkbsTdCBlnN9onMho55BX8IJZtEQ35lk%2BhtwN5A0V3RCPoD%2FyXAcv6pAtbZczRUA64JmcUf4q7Q89ZHLeJVZ5D1Ps%2Ft%2B0iCT3AHVtZC7JDCXfR7OSb%2FXja5H3zQbZL1B%2BULX1BMTEk3AseSpmnKEK4T9ekMIidUCRQFfcbj7z8gNLvzF7mbhQN8h6ZbRset%2BnQWdS%2FZX3k7WpS8P9sfo0iGS64wV516pOhjI6TZ2dApgI5%2BLhxywYoWxKUrykKJsIoDsR4mSrCTg0egMPnLW%2F3Q5Nn8BZEuzqEI7HK3n0%2BzFmuO3TtWQ5WJoG9YqCD6Gc32SxnbnVPfsxvrFXK2dILl7bLthDp6glhcsfp4bYvbSmj%2FmQ94uBTw0E73x2jbNRCvC6VL6GCFDwU7eWQDcC5FY5s0slieRDwtAbRsbLXbaXAuu14e2OJw1dc6jQ3ZdY8v7rv2%2FBWZLqvFWVvvcmwZkK9f5jS4muO9yR5res4kfkRxhV03L1RfPOiPtYi8pd7jNEsOpyTwxpaY%2FyCZu%2FAmd5Or9uS3DYaeqVOhH7gZN%2F8I%2Fwi1fEuLXvyNivibjuKvN%2B1Nc01HF%2F3h%2Bef%2FsOhox8MPd5SFucPjorQwXT%2BytA8EmA5mamHNFDVhBI5pjZbQpugBNkO8MvRub8KVDKST1Wag7D3xlin1ZF7LFP%2F79nbvCXFOY%2BPUjrT7%2FotsPXXZ4exdPzuhZuL5LUXVAn7k7PbhG89uz3b41X01gbjP1xwlu5rrvvf9%2Bpbs6E%2FVu7Nk642%2FPYRaAiUBdrmO6CDTBLPQFA1ur0uXoBR1INDMkypKpoTqnSMx5GiEdTEaSHLs0Alvu%2F19%2F5QW9Rv1U1ridT22i%2B53pzumbs%2BXFFXYC%2B%2BCGsTj5JUT%2FGCgRt3n78i2n71FHG4%2Fu6X%2B%2B9%2Braya7os3ZbDmgWfXun44e%2Bu2NZKuGZ0HiF8M4TlMPR%2BEU6rPKRJ8wOU2RFUFLex3egEsz3YqEAq0cqhAAW19dBZIlVzR61tuIdTnpXH7l%2BuXrbjPUyep%2B8cl6aXKWhPHpDcXl9KiTWDNr4mBQc8Tq%2BNzK%2FOKSbsfl79o9G20R%2BbrBXYvUg0rLHhtrc4TN81TTOWSZ0gL1ZVlOYH2ery%2F7XVUjFMbzYpg7UswcqJPQwBd0LKLabJ8IaCr2otcjSkIrGwootKECaUd4XH1%2BSdazRrfddkBU98t1htvWrbjqSqjaCguxrffM%2F5zDCpBALUycmajhd%2BR6ww4SWafuZ5eU%2BtPid4lgd3gt%2Bb%2FY9rQoZNmiXYPXyRHbRs8zX%2Ff4WIFjWZJtUdSD55AP3xtXH%2BZipC0EqdBGDA4CoYEU6gRLGPU11QhkLTBiEYPiqOeQgwTCl9aok1Qr5pFf71qEeNxjy%2F8F0GoqYPv75Yh9j3x4DuJ%2BuEzHRpAq2lMqb%2BqfTdiq6kGtzfOWsv0c7lSeMXDHBDe1MT%2BLUgx0Pg%2Fp87u2UicdIvqQi8DkxhcUwUXCedMpb4NQjwY3npTmgsURJavLwCRyEcN2HfWsDVGfv%2Fu9ZUWUx%2BPYFueUKwaNvbtu%2BXps3eVWbN1GcgVrdMnWJ7WmJz9SD66EBidag0NF1Ukep0t5A7sFCWdhzvYwHv6L%2FBehXuHqfaBwBEU7hfVLcXvS4VQv%2BT%2FvaSIl7cbeMc7ekv9i8S3e1L5xxpvMGcu1EYPbKyCiijjGXcDKckm43PqU2qNWlXusZMiqF82cuVzolUHN9NNR0HZPxFPV9V0wLtvq%2Bk4DqOwVWDlzuQLVdqFiP08cRX7aRlBVfR8cb55bWe5LExnlcsDp1vAP8Q9BucPMk1Ulh4GnN0SAdxcNHv3q9ohx1Ati4S%2FtkWjIDe3hQdkUGrGRaFBiUdiTSkI41UkMuuQHP%2BEaSQYlPQTFWJF03BNPpTu5KFAdkWgDukzsZKMG0Q1TAQQglScOaP%2FdsZ8%2BfP75D%2F9Uu5Gs3FY%2F2SxPld0DHOciXI9gqjcEidXjE%2B3BLosy0OcX3T7O5g65ROGyzQ2BZs7WbZVnO5ydLe32hMwTQ4wnnKXW6XW5LAa7oaXOIHoUl0FgLQLH2by8wSTWeAx2Y5PDazK3BqZbeJZwXGPaYhX87ZNszoDdaRxotXO1nNlpdvAPFWHDm8PqEE0sZxDEqGzxisFNnuCWetPcGrObN0p23tTZwMuRVodSV8%2BLTrOV3eRvzjQZiSjaLYS1WEJe0kNsJlZu9LFun7%2B%2BwW4gRDRbaxw2nrOGm%2BxOj9cmtbp9ZqeTM1m8UXfQQCSTVSQox6pvtjot%2FFpHvIUjJovFEoYvHYV9C5Y%2FxN9OfcalvII37UEhTbTg%2FAQIaPb4Vz6j5u8%2FaViycMod%2FfkDcpu8QZbZoeBi%2FvbzP3XPsZvOubMtaPHkD9jt6%2BU2O7vqU%2F9C9SMvgrXpQNG%2FE0oJxun%2BCiElUa0IKQSUwERxOntKSV7ekcuh9VBZBBo3VUcB58ofKBHCwLyf9qFosz9Ibf8dGqwaBMjRig4SGOZ2UkWI7UiO9OfUPdxOYFApUZyfpY7mgEc5rtNGGk2H1lPhAk1Hp%2FVAMqQEHEUfEYkkUQq1JMdzsX7kklRrTrUi1wMcDjmu1YYfATj7Y%2BpGpPEBXuoQIj8rR9mgCl4C9yqmF7xnVWxGVniNqtpVmXBvQ6iwni5YQ8a1jYrXtc2J13HvgkvqWxuva1sbr%2BP2S5ceKGyBwDv2DbrToe1u6BkAJV7xnVLUaq0sJB8pFqcUIPi3yuwxi4JuLr%2BP30f3OkPQ72aO0xYo3%2FEsmO3QO5qEF8S0qQH0UsKXv0brnl9%2B8M7jF174%2BDsfvPOl1au%2FRL5%2F9DsbNnwHL2pHR1NTRxMZhJtHktOOxLxErPF6YlLvpC9YP73x%2B4ofw%2B3xVdrHcDE0dQQCmCRgvt9b35xINDf1CDcRSfJ%2BpYl%2BSf8YcurfmXP5F%2Fkj6J82jNsrkWiEuhVlgFfyNkB3S5MUzLhoNiwSCYcxQ7Ui4J0Xh7fmqRbaPa1tzujxkBRlsEHy0%2FOM4pYLPb7g9O6BQJN6l9zQ0OGyCaZz0vMTbHOzXfQ7a2tsterTcqxeInODoemdktw%2B1SbVhKwtW9ffe8VKadK0OVuC3bWzyKm5LeddsWTeorWyY9IMtUFutdu5g%2BRn533qkocdvLs2HmhU75br%2FMmWtD8zA3OP2t1ea636jEzqYxJZGAwFiDEd61oTsrRuW3%2F3pYNi3bS%2BRd%2BGjOfVpAPNd6y64Gsz1GaZleWIPoYL%2Fv9mTeQBENVEguiF1aC4YeXxFETw6QyPfn0m9g8IrMFAvKM1EI11DARnbqibHk%2FIojy5rSdgCyZi06y8sS024PeuO4MfwQ5Y9yKRZCqyYaF30vzeHlmUprR21tR0t0yz8KZY66zWuGvxVQB%2F36kP%2BK38t2Hu6NQ9SFJfw0AdpqPEK2qTMpf2VCqJwqPoJezTL824b8akoL%2Bx03nhh%2BoNo5e77psxg9Q5LzebIKD%2BfsY34f2MtB9fk9v5b8PT6tYrgv4kRPwd0q9z3gdJSJ0653KjCYPwCaR5aUY63eW48O%2Fkdo33yxX9wCiMv2QTrk8eGSI6Ag6moG9t2P%2FF7GRNlDjl0gw7pJ5aOXXqyqn8SENnXBmbSwUYLyqJjv3UmY1nKr4t80no0faXsaIEiF%2FBRaIBnItSce4OUif7W6Vm9T9H1X9Vj71BEm%2BRdmIJQST%2FZfVdudUvh9S%2FqqNvqT98g9SQ3lHibZY0mRVHooyDN%2FFHmTgzjdozKw28NwQ0hwN6BCoPKaEk3YtKwNhwRLXuk076CGoZNXDQcRwZvreTZY9EZi%2Bd0s4%2Bztv8iei04JQl6ZbDD2eHV7X4uHuFVfPrOmcs6m6Kr7hssr%2B1VZFcEZ%2FPdJkn1hOs8SXS%2FNFFgqt94PIZzZ3tdaL6Q5vo6piSzdy737pwsX1VyxUrF15iJ4uNkq%2Brbyg1Z%2BO8VsNC1UmcvORPRfxtPrfRwL2p%2FoA1eZp6Z%2FaGffoewaXcA%2FxBlKlQLfhQL%2FoPgBGP3qsA7IQS8qDVNswHKRSheDUvA3Q7MZoRcJMxlEygujn1QdyzfPfq3dEp%2FbXh5e5YXW2Ngfvza0ZF6UgFL%2FE0fTq4LBlvTE2qb%2FKuuzYSXVnjTfM1osvqMHVbm9950quIZlbqaL6YP7jk3kUtA0GnX2nvq53f3WoSsvEdDRnULgo2fN7lNZJgI8%2FVWi33c3bBZnGY05%2Bdm%2B3qc7fNmj4YGKLj2nfqFP%2Bg7jdDlxEV5XsJQZP6hYrS1l0VQr4c69Xueixp90gnZPmE5OF22j%2BSYEWHlZ0K%2FHgsh%2FZtsbh6h2DNRlvv6jJh9XaJaHCZDiUDKNTMkvb8vsqCyf3ZNdSmO0fa0Y4baJTtpbKzuVzeeSI7fCKr2Z0WypapnXJ4gnoWy3PoUIlIQ1TXdqhQJIXp9Wx5fYdpeWh2TY5D%2BYVyKd0jw3iumwi%2FBC3cEy4o83QlZnW79MrCgCjbhWXBlRZVVZZv4rIKpXC01HFlHdHLoeWVl6UVc%2FJ5uGm6CViW5mulYMk%2BHqNYr0AyUPivLg2oMs2MPqtuhHyRyiwvNJej1Br%2BfcLyoAyu8D9B7bgmzUqfFobF5nKnK4%2Bt8MPJkI%2FxHUNWk117jugWF%2BxazTAALQn6%2BUE9lhoI5ApGA%2FiuJOsrlNP28SVVuBVajXmircLel46w2bJS1Q0Ft0KDuikDFL%2F3pYrid1Q4FvofwRIo4R9h2ftSwc6jHAMqLcCql8YPHtlzGoByNXYN6v8hXnRaOhUvx0sVLCexwupGDR4NOYC7PePa5keIPACnuAdD7dEadRuTIiS6Lb7uskb381My5yjzF8lGCjBRqdwrWJCagfB3yCy7XT1i92hbcZ5Ci1FJkgYMDf6n%2BjspIsHFjJrTOdzSMuOa9DbDcj%2FnH9N9bIoGVgzHPWIQuFuYtaMRaq8eCKI0gEF6lPOZjBz3EEvaaxwSUT9U%2F8JbJZPJJLBLolH1La%2FRbF9AbC8JJjv%2FmMnssKjLRBJyqj9QXxNko0Ux%2FX79epfiXkm6fmKwF%2Fen1HLc6LxloXWKvGa5rVCVL83VuiPcDEX%2FK5pTXOxHfx6HHB0t2FI0qI2rCZFTrvPWU67zVuS%2FkTsLnc7IKhFg30e4FOkqNSfH5PtkmUy6Cpiv%2F36k2sbqCeCFNa%2BURpoY0sZoYmCgCr3qgZz6s8I0gP1bYiR%2BD79H56NOz0EVWCTy2%2FfffvSCCx59W7uRV9995eqrX8GLesOXNm360iZ%2BT%2FEl3uZqL%2BFyzSZ8XxpTiI%2FG0nkT4zznFZ0t4ipMz5v4q9ssqbdKUZt6u82knPCrt6PZwsnn0XySVnyPR1ZXAn72yx48bWJsu7apnI3Hy8bygUK5Js32qcytapqgmn95uexccj205vGgJ%2BeuOeG2SORmKZr%2FqKzcx9SFctMJdwMUFZDJITs7dnOp1EKZCxg304Cevyfya%2BvlKqv6aXK1qIj3imL%2BL6hL%2ByvUlFfE0VKZ7E8gBY3M%2F8VoJCFgizH1W6VyC76nH6b7jiibYVxUmVIEspry%2FLgZIlCeP11Z4zs%2FAwvVwtGFEut5S1JY4lfyT0N%2FevOLo%2BrUEgjcqc9IkGpQbv3iW7Co5b%2BKgjvpzYdH85PLcc4X21ouwEGl%2FS4qnUAvoSlXUUhR1eKr2VWFTB%2BGMl6FsiQsVD1R3urlAAIoSn7JQkmiVVCHSpCwDH%2FqPepXQ0Db77CJOAImohB%2BRPWr31ev5g%2FkE%2BzTa4lbvZo8xdWPffQu9yJTPCNB66s%2BzXoJt%2F0L6hSoCuBIoK8fnBGG87OoRckJpLqyWe4YbpGi50g0%2B3I3UD85Oa0fzubfoXxPLbW3FDWzigmyJeM0tQkax7PqTy80%2BUxfUHPlBZIRVNQ%2Bv0xRm8REKPoLmNr0%2BUo48v9GFbXPKylqQ2IKm00QddgyWGMROCTxdLB9nCY8P7j2DjlsV%2F%2Bmfr0C0r%2FNkeXbbpPlOTBBwT0mVz1zx9S%2FwJecBF9Wgv3p032iP2v4VSgfgW2G%2BHUEdEXU6iq4CtpLJfIN9XQG8dwa1VoO8XC2SrPDDyCOQptXgbcPvlAgBfxBoGwftQKeKFrNTASPt3pGGqDt%2FQRasn2kri%2BH6L80MJRsmVYJrAKyDItpJUy3%2F15WYIJqcJ9Q5N%2FLFJ4c3dc1URpWl9hW6mu50MUIelg4ucTPf15zs5DFo1c0VSp1tKB9jkwIyuM45kb%2BIP8gHed%2B6jO3v0KbIknzLy636E8KPTdCuUpB0wLo9JKnAO6pv0vS31EtBha%2FfJemkgLVVnd8KCk4qBTpQ5m7FbifBKrPJcq0pZAFVG%2FXbOFz%2BTcq2MLrcmV28Nmi%2FOHskh82bau0k8eWCaPijQPWQ5lUvslwVCfHkXBMIehqUgtDNLeauH1huvZTbYmw%2BluPjyWoNGEuxRLR7LK5fSyXFUyK7PURQv2v8D3XOt2NJ6liBbmPGOsakw1kbeOs%2B31Wm5qpH%2BiJWSzqdPr2O7zc2TmtnrzCig6bBd%2FvgQmzOlz0STWIlmZEQfupogOZFHUZ7EkUnMn0RrpIMqAgHRJAOjIJ3yGw1I%2FMAp9q9S3Q%2FclADNm1wEeO%2Bxbwg5OIYHZLY3ehG5lJk2xhco%2B6JWybpEVz2wrR6hZyD0QXZbeDVB%2BonmlimpkWprdAs4WEZDSQppsDlcdCBJJESIYFuAtUnC4GIF2C3Uu2Kv7L1bdz6FxtqxpG4TqQOqOUNAJ2HLvPWA2GgDy4O4vaDrtyl6P%2B1fAll%2BSyFcQ28GHqh7fvvf37udylf0fNwhzgz87Y%2Bcf5x9GnF6ygHu18sAbipWeF0YPBgp2GaKeQduxxdEr3SgbH1kvH7tvqSLhedomOvZyts2dw8acu3dY%2Ff%2BucuMtCuP%2Fe4zC4XnH3OLZ8ZuxTWxy8dJfU5dhDeKPSlJy5pn%2F%2B7u3XrJhmr9C5CuleGflGQocKnlAUaRKp0BAHV0ZwUt9VCqk6zYOgRIuMfePJzdmBdpPJ7%2F6B23%2Bf%2Bsp9NMDZevovvfYHG5dGPISQq1DojqNckchVrCcCYz%2FQ0hI0m3NKDRfkgsrnamo%2Bp0CAq1FyvC3a3Nak%2Fs5VX282x9Ufy3E39VAx6o7LpCvO2wK%2Bch9jNqpJCutcIOooKnYWtDK8gTRVYygRQfwgzKM5%2BjP2jOZdx3r32Py7rQUPOzAnoRs95NvRAR0qLGU11Taqu1bUYSzMcWjMEir067JQQHfIrLBHsrgv00%2FWavd8HRLMEEYFSW3HCSNQehnrHztKqHcDyo4VfZ6gPKCR%2BgufwA8GegxUEo4A%2Bgd0BASHiH6jYMLIsUdQJTs%2FC641KN4oCHWolCMLlMfIdtWKScjx7SM5LD9HnfmhrGI0S139UWfUnxgOXdJFW%2BAMcGjKr6eHAttHF5sUoeArYKDcxMSYcKA%2FxUDhPiEOEAPafSIUFArN0r24ynI91EPARDXvIDYyvqZaWeroBOUABQA%2FE%2BDXC7PWafDLQY2oiwpUEyj4RQtVlUp1GrM7In2p2A7VuiOW6otMiGOo5Mrp05ejVuTy6dNX%2Fk%2F7mybZQ0nUmfrbx3U4KueDnlHm5wdh8FFeKnoaKKh%2FTK18StOPhwG9Xo5mqXAxvw%2F79YQwwDR%2BnAKQQ4izVXioB84qcppWB7IqjU45z4CE17OvF1Dw%2BoTFqxtz8dxwtogBnF9MjIl%2Fin%2BK8s3hM9laIn0TiCbTAXL0T798bPXqx36p3chrv0O%2BGC9Xaj48Ecv8U8UEeBvUEsDlTepiU5OvlpeNGvpnKF0RvUooWhIjnx6GeBapXCQYTw9DNg6%2FOC3gZjp76oNTj9Kz6Jqobxb9NDqc08vcKReOpcsQV2K8InXFaXW3aI6Ofr1k48rp7CX7rx%2Bv1UKPsfvzQU0Kc83i2VdILmd2%2FyX55zT9luN2%2BCu4nKfwPcK%2FCvDVU%2BpHh8%2BLaldIf1fA5h3ndT6Fln9%2FW%2F9Ce1vndfvJtnPVO2xhm3qbafHVCN1X363UXHq9xuVD8OSD29Z8pZ5cZrern9cAdGW%2Fuib%2Fud%2BVK0L9a42r6C90kL8KzxwLQw9NkIQJL0ASU8M%2BVG0KsUdgdvpgP%2F6NqqP0%2FgHZFUfGEijZLHpiIgvV5%2FBltrj8Qd7XQd5p4P%2B7tJo30NMO6VGBwahSPMYiaaBYoLY6uEnciyhhh1Z%2FvvacG%2Frjpsvnpzs0B1Id6fmX8119l88XnOxe%2FuGrzzHcdu7UtY3%2B2vmXN5zUyj3ZcPl8p1sZSs6%2FnGXtwrV7Ka0XZdz83fwjjINpZWYw85lL8BRK4nGyIir2RiOsEyipuEcIakpGjWgBjLiHWOgj0Yi34gW1kKPxHt2Na5q%2Blwg1RdRSpFDNzosb44YJXnAfoEOpZW%2F%2F6u1lhYA6leevezbI26zNHO811M2dc5HFxpk4i1jPC0s21%2FBWW5DnPQbn2X1WK43%2FaM2n18DfSoybbNHijFpamzXI31eRibGUOxSu%2FlT96YZlq1Yt20DaSBuG6knw2eusHs5EPBfNmVvHKdaQzcDfz9ZsXmLDWGXy2U5OsYSsIn8CS12jQIyD12KKqZrLPy7mSPdICmd6WGHG8NDZkkHuE4h9TU8FpmUO%2FVjC%2FEinToFyoNDz2p9XD6g78WgQdPG7Z3R0T%2FZ5dTM9lsL8Ktek7szl2L%2BgQwGgwkZHc2g5Su7NvVqwGy2Ua4KSXUwt1X4PaM5paaEu6jQ5zVFyNabxvUksVt2T%2F4VeamYPlLtffdQsk%2B2sUTY%2FzDXl%2F05W53%2FBz9UK3p7LjapZ2ZxOm%2BUlZXrL3HHGqO8%2BwVroDaCTTnTxitMxmiAAYQzVJQH%2Bnj3oIHnPaN6Zq6sNSLjBl8tKgVr2mj%2F9CWi9dnKca8rBQBsd5R1tzVlgrl5pbnPw6kZclCr2CHxMnHohLz%2B3KRQokzALyeIKFU1TNCiayJdoHvDYe7K6mZLm8S3uJ9dojuaJ62%2FqN%2FtjQxnSnhnKPw%2BLNrLi8ZKyJ3x1YhiI1aNAtP6NzCGzYv3DmaGh%2FLvQZnt0evgIhTFV0kE%2FPYxAnOHhCQUZdCWY5JWJwMzlAGl1mpNbDU7yyGnhRMILsYhH3VRAijrPcBU8%2FCj1Y9NY6cnGVW0CjTLaz7E3epvaT%2FLtTV72Rs%2B0WVVmd0dz%2FMGTI5F0OsIviaqDlbbO5X6xT3PeXbXHRtf%2Fz%2Bfdka%2BeKPr8KF7IF4vBsT9MFPuPJMBTBMq9hQxXelQ%2Bbewnf18ap4Ib%2BmSMrtDU5zqlD8QANa5MBGh%2FOwOvSDfcV2d66mfEWsbGWmIz6nsyZDWQSmqmxDneYyvjHPmRXHZxeueyRGLZzvRioKnGto9nIPkibAJA16adcOZRQr1iAP3bUyBR7T4RgAWTKxhkCYFwshq%2B7iV9r0whk50cmRcTg4fy5x4OmmNkHndIA2%2BYuMbmE9dwGYB4KFTsvnDE6Ah47r%2FfE3AYI%2BoXADpkdlENcZ8OZEEf8FFGZNxMs6ZLpG3SUFLL7Q2kcFU%2FA%2FJsw%2BvWDa%2F7emewLaoeibaF1B9qUNnuqWK3%2BUfXYVL1v%2FomD15xxeDkPnXTOKSVcCbDGtOu0YQNpGAP7U1HU58UrqGu8xIbHtkQ3LVhb7Dx46ET3Ffcm1q0YcOizNmf3bC3VjWfAcpSv3MyTlgJ23FHQgmgvk%2Bgk8pL0mcCDOn08MDAQlf%2B%2FSlTZ1z12fnqntOhbOTL9%2FZdevbAPN%2Byby1f%2FuUtC%2Fixm8ZBo59LTXEW060hGrTDplNprWd58fwB%2Fb%2FE27BdS%2Fs7U%2BrGVCeQ46nzaw9QccnmZerGZZs3Yw9aVHt%2BKh6HN4ti6lxIhT%2FwahnZtWwzlY9QHQ2c79C%2BdxzvVDKy8GqKWQERO9YAKbpsDUTLdWV5dE8PVPjvj9pqw7ah%2FPFVtkit7aj6G5xY9mfJrCz1j1e0BcnPol4UjtrCdbahIVtd2HaURujnFJR8CuOuUUfhrGhgKKgjCYNSvCc1WKlEp8wHUaAYynFNyzZn%2B2MnYv36dbMDBTonl%2FT%2Fma5IKAyEGz%2B4eRnVtaX6tss2o34u8mWorFtuFgm4A6qK%2Fyp%2FgLEBVat5WnPDdKA574ubuFJ%2FIUfZ%2FY2Nt6mN%2BZNNTSTaeI56gKwkXerTe9DDHUw8%2FH35FY3nNN7GGuBKWhrV9ep%2B0k1WjNWVaHkW1yA%2BQHWNu8rtBw2a5YXuE40rs7%2FGA%2Bj09V3hA98yRnFPOGr8ltGlsFdD%2F7tRce3LH6Trcneuiy7K7J3khKu%2B3qUaXPWaX7T6%2FKfj9BX2eZq2XAcZT79u1ClJzUtHUqfqSMWBcZS43Ena0cUGLgpkKxB1QM%2B0Fxz10wgg6r5rltnFpH05pepUq3Y2HfYqeKRntmUFNz%2BXmcOs1H31U6cC6RTVLfCg7RNBF1UF2%2FwBgu0fFQtPEU1sSg3VcNsR7dWq3af87tUFn1l3ltXpaJxpNvtcZkH2WmMst3JqRpxUH%2BWC0E1qOGtP66s1MYv%2BVLu8%2FXFXvV%2FZbunYYBeVN64ls0ur6NzpV9xzlmQwB5qC4Tq70WC0tk8dWJXeHvkD0h9zJOM0vD86%2F1NJMaIAolctvlByferCsqOKDKceOfUu1PsmoFCamV5mCrMUOCi6V6FJosMF22AcrKJgQDVhfYh6tepp%2FlYgvnCEAbJQ1L0rOpajEmRcasMiPfxhgGoVo4rwreQpV6fUJHH2e8fa1s2c13Apl1b89a58ozdoap2sjgLN9uISl7P1DrulyeIkt0zr6JjWocoPOZsaXPb6jtqBblsgsaRre2xHi4nELm0MhG1%2Bx1SXwLpFi53b%2BaHRYo%2FIrbZtuWAKu5cSEXfybnnmUCaXGTpQr0xK2O2WWY76f%2BnAjNVf7nCZHU5XqIkTnpt6VtvsFlPXg1031g%2FVRdpkkyVpD7jnmax88QwDvg%2F66NnMRdRXTcGTmQc3cuINwN5IQqi0yzb%2BYFVHuVqI5s4ADfg5oE4ybDLd28mFSFmYvRoomsWXEdLU2Wl3GJy93ZNb%2Fd5gqmNaqJZSO1l6PVRy0nZIj%2F45EetjLguh1rLqR%2BSK0hO6NrsqcNX8zoUdjQYDJ7tb4os6%2Bi%2BY0qpY2AWlnLRDWdGFTfGY1gV0zNAtJ7pdo24se0D88AwLY%2FgZmE9iuP4V5v7CSR%2FRThaHLh%2BUeBkXwU6BC7lGOevK65udTv%2BtS%2FPfW7qj3ljTcj3b9OkbV85t8xsMj7Ddj7DGpthZKwKPvso%2Fc%2F1K9aLE12fMWLV1y1D9ua8lyJdWXr%2FbG%2BnoCFutf%2FmLILe39ITUV4igr3876fpX5g2zeB52sWnIL4fXHlgeUzOx5QfIvJQyrKQE9wHUqVq%2BPEaOrz0wVvNbJZVSfsuMzxN4l9PkedFzw9V5Dj%2BnzpgoT4ZxCxJfC5RWLc74YVHxKlExCYt0JAOMatREhHBSCAtSfod6x6Ls8HCWECLwXZ9nd5Dz1T24JUdWs6fU3%2B%2BfcnT49Qe%2BkBs%2BwdsMZgPXMp3U5S958snPP%2FEE7bvkOPCuTUDTUQ%2FUzirLhML9yPahoe1D5Fj5jWsaoveyP00PehdUAHk%2FseDVWsvDWXXXsyn%2F4wfpXc2V3%2FQxli3jl%2F5hj%2F83avSCfpTNxOEKLmTjxOEKuxgNlsQn0xgct724mhynupNW1Ph6o3RYS3%2F%2B2TJrzLlkFz%2Bip3qCHKf6eqW02QJLjBYuuj4sobhCWqa%2FYHGEHpcnumuWSOhxeaL7sOakNR6vvmo%2BYcfFA8UFXEPZf9UjyudIOyNwx%2Fi90DdsujS%2FFX2UAwvWSVK4NxaMhAGw3oowp%2Fuc8CTi7D2rBgZWwb%2F60faR7SPsEbjkXy4G0XaqhXPwe2cePjxjxuHD6ssQuR1fq6PF0E%2Bo2t1nePTn8TUmxz%2FA3crMoCc7egESuoTHYc7mYdg6etORoOhR7BBGD%2BqJopELrl4S6cJNRtEAsLP%2FOdvnJq0Wo0GolY2Et9VFB2Kf%2B4bZvVyxfOMz3WdFfSIryj6DwWghre7aQbdiDrkTL3A3vNDuDpk93HqXwam%2BbWmUJZfNn5ozKV5Pmmq8PF%2FjVY%2B2Tlk2M2RzSXKjmbQ4RZcQavEYrN%2F9rlXwtIQqzxQNMzPPfHYLvuPoO9TbT8bpGw5CQPGd%2BSyX%2FCyf0Vxjd2R9NmsunnXYa8xGHzn%2BsSfM5J0y0DZEXWWxkXjcR75KBLNLHi7XvX2G8VOrf4Ykg0AMdBESIpo7MgAfyakA6rkqpI6UjNs0px7cMV%2BD5BF49Tez1VGnYmq0WIijp985m4Sn2gJR9b07riPPFo97OYbUZbxJCpot7H%2FlpZBicglCPN7WOfJkcHqc3ElWqvvz%2F1E6bIQrG%2Btz6WkM1SM9FBTR7FSs8KyBBytSmNEoquJNFN5EQyTiCrnKDx1h58yxCepPHU5nxGoxEQeeOZi2m80DxNxncVhr6BmEfUarxejw%2BWSiHhWk19bSY7aKR5MsteblJpfTLtjimBouXsm3d3djjYM%2BwEW0El9dM%2FueVRWIsXwe43R7SgbVZqrnqoJ1X%2FkuF7pcgf8duv4q6vayV5U9zMV91GxO59UUjW8rHV6u799WzKMT7umRCXbYUKM%2BfoaCcwgaoqZUtmodV3p%2BX7akb4dnU9B9La38RPFUG2SCC90tVA4XwEFhyOpZZrUCsgWYHsczLFBBVGNtstoN1bw0Z%2BO4fYIbvZVt4EUcJEKOhHeincWqONw%2Bq6w5Go%2BWGOSR7LhKV%2BKBqbBPpfUvOf9QqkpDyVhBeyyZQGMsdA5FBUqvFMtUyGq9vjnsAJU4UcrxldP1CCaofyDkSAifoP5QwWx%2BSyUGxp75BzGAvtG7uQ38LehlyEQMeh0TeE6Bm7tYdXqdkt0uOb3kfYlNwmOdDyacOq%2FqlFo1v%2BPTmTi3E%2FglC9W11b34A22zmLzvb231Q0L2Bgg60OTW4YdstO%2BYOJnO38TtpH7zy9ymokWyA79qlVSn38HtpFlImFnhu3b4boNWXklOXV0Iwo7lQ1hrZyPFcwtjwFP7iEKSHSSJw509kh8kj6pr%2BH1jR7km9vcvqN9657vffefkv%2BfKxge1X%2B7RdjYUPIESN7gTvRkB%2FRMYtEkaVkdHApmdBPpnKmz0n1xSWFOyVIuLrinZwpoCRe6kyiVZoHX088F%2BUX4%2BWKS4iBTP0IWxGtZgOdMaV4KTayqHQF%2FVihBwTbgDXTCmKoOBJeNhwJMzEVjtjIFLuU38fPR7hqNG1JS7g%2FqRCuy3vmQ3W9Vu8qbVbP%2BSzazGRJH83MzP90Ck2m31mMjP8TiLn5uwD2Ugr2PFvPQjB5BnSJvQxGQZZEB%2BLopqzGzDbMmbkAPkZVJjeO5FzOSBKCgJze2ZS4Gemc9twrwY6u9H61iUQTcRvtdT9RW3tRxAWwFs2tcuJRnI6xjmBdWjbgFNRHMHiF1uHYBfUR%2Fut5Ug2jXAaT96%2B9RH%2FFToRwIzGbKmVJ1AZQnoabSB1yyIg7ByAridHApPMjyw0OiV6RjSbCuzwLAvFizBliWJua1tsuAgvNPbmljYbpt8lkWam7b3XZiOiKJskMOtmfScnsbPW208knwjuXrXK4Q1iKIgNyYXXDVT9C2Ye%2F78GQ5BEEXfFdde2RwauOysdJNL5AzCy84ard%2FnGAVN8alecnFdgu5Gbd5DJTL%2BhHZK0vApVy3OfU8XTSJg1TlssivsPYUlIqvn66PzrVTymCc4wgF6SDNR0pDf%2B9Gp%2BVnsUH5WtpHYsuhOaey8zdwLN47V8MTbm78g687%2BP3cx6tcAeNpjYGRgYGBk8s0%2FzBIfz2%2FzlUGeZQNQhOFCWfF0GP0%2F8P8c1jusIkAuBwMTSBQAYwQM6HjaY2BkYGAV%2Bd8KJgP%2FXWG9wwAUQQGLAYqPBl942n1TvUoDQRCe1VM8kWARjNrZGIurBAsRBIuA2vkAFsJiKTYW4guIjT5ARMgTxCLoA1hcb5OgDyGHrY7f7M65e8fpLF%2B%2B2W%2FnZ2eTmGfaIJi5I0qGDlZZcD51QzTTJirZPAI9JIwVA%2BwT8L5nOdMaV0AuMJ%2BicRHq8of6LSD18fzq8ds7xjpwBnQiSI9V5QVl6NwPvgM15NXn%2FAtWZyj3W0HjEXitOc%2FdIdbetPdFTZ%2BP6t%2BX7xU0%2Fk6GJtOe1%2FB3arN0%2Fpmz1J4UZc%2BD6ExwjD7vioeGd5HvhvU%2BR%2BDZcGZ6YBPNfAi0G97iBPwFXqph2cW8%2BD7kjMfwtinHb6kLb6Wygk3cZytSEoptGrlScdHtLPeri1JKueACMZfU1ViJG1Sq5E43dIt7SZZFl1zuRhb%2FGOs44xFVDbrJzB5tYs35OmaXTrEmkv0DajnMWQB42mNgYNCCwk0MLxheMPrhgUuY2JiUmOqY2pjWMD1hdmPOY%2B5hPsLCwWLEksSyiOUOawzrLrYiti%2FsCuxJ7Kc45DiSOPZxmnG2cG7jvMelweXDNYXrEbcBdxf3KR4OngheLd443g18fHwZfFv4NfiX8T8TEBIIEZggsEpQS7BMcJsQl5CFUI3QAWEp4RLhCyJaIldEbURXiJ4RYxEzE0sQ2yD2TzxIfJkEk4SeRJbENIkNEg8k%2FklqSGZITpE8InlL8p2UmVSG1A6pb9Jx0ltkjGSmyDySlZF1kc2RnSK7R%2FaZnJ5cmdwB%2BST5SwpuCvsUjRTLFHcoOShNU9qhzKespGyhXKV8SPmBCpOKgUqcyjSVR6omqgmqe9RE1OrUnqkHqO9R%2F6FholGgsUZzgeYZLTUtL60WbS7tKh0OnQydXTpvdGV0O3S%2F6Gnopekt0ruhz6fvpl%2Bnv0n%2Fh4GdQYvBJUMhwwTDdYYvjFSM4oxmGd0zVjK2M84w3mYiYZJgssLkkqmO6TzTF2Z2ZjVmd8ylzP3MJ5lfsRCwcLJoszhhyWXpZdlhecZKxirHapbVPesF1ndsJGwCbBbZ%2FLA1sn1jZ2XXY3fFXsM%2Bz36V%2FS8HD4cGh2OOTI51ThJOK5zeOUs4OzmXOS9wPuUi4JLgss7lm2uU6zY3NrcSty1u39zN3Mvct7l%2F8xDzMPLw88jyaPM44ynkaeEZ59niucqLyUvPKwgAn3OqOQAAAQAAARcApwARAAAAAAACAAAAAQABAAAAQAAuAAAAAHjarZK9TgJBEMf%2Fd6CRaAyRhMLqCgsbL4ciglTGRPEjSiSKlnLycXJ86CEniU%2FhM9jYWPgIFkYfwd6nsDD%2Bd1mBIIUx3mZnfzs3MzszuwDCeIYG8UUwQxmAFgxxPeeuyxrmcaNYxzTuFAewi0fFQSTxqXgM11pC8TgS2oPiCUS1d8Uh8ofiSczpYcVT5LjiCPlY8Qui%2BncOr7D02y6%2FBTCrP%2Fm%2Bb5bdTrPi2I26Z9qNGtbRQBMdXMJBGRW0YOCecxEWYoiTCvxrYBunqHPdoX2bLOyrMKlZg8thDETw5K7Itci1TXlGy0124QRZZLDFU%2FexhxztMozlosTpMH6ZPge0L%2BOKGnFKjJ4WRwppHPL0PP3SI2P9jLQwFOu3GRhDfkeyDo%2F%2FG7IHgzllZQxLdquvrdCyBVvat3seJlYo06gxapUxhU2JWnFygR03sSxnEkvcpf5Y5eibGq315TDp7fKWm8zbUVl71Aqq%2FZtNnlkWmLnQtno9ycvXYbA6W2pF3aKfCayyC0Ja7Fr%2FPW70%2FHO4YM0OKxFvzf0C1MyPjwAAeNpt1VWUU2cYRuHsgxenQt1d8%2F3JOUnqAyR1d%2FcCLQVKO22pu7tQd3d3d3d3d3cXmGzumrWy3pWLs%2FNdPDMpZaWu1783l1Lpf14MnfzO6FbqVupfGkD30iR60JNe9KYP09CXfvRnAAMZxGCGMG3pW6ZjemZgKDMyEzMzC7MyG7MzB3MyF3MzD%2FMyH%2FOzAAuyEAuzCIuyGIuzBGWCRIUqOQU16jRYkqVYmmVYluVYng6GMZwRNGmxAiuyEiuzCquyGquzBmuyFmuzDuuyHuuzARuyERuzCZuyGZuzBVuyFVuzDduyHdszklGMZgd2ZAw7MZZxjGdnJrALu9LJbuzOHkxkT%2FZib%2FZhX%2FZjfw7gQA7iYA7hUA7jcI7gSI7iaI7hWI7jeE7gRE7iZE5hEqdyGqdzBmdyFmdzDudyHudzARdyERdzCZdyGZdzBVdyFVdzDddyHddzAzdyEzdzC7dyG7dzB3dyF3dzD%2FdyH%2FfzAA%2FyEA%2FzCI%2FyGI%2FzBE%2FyFE%2FzDM%2FyHM%2FzAi%2FyEi%2FzCq%2FyGq%2FzBm%2FyFm%2FzDu%2FyHu%2FzAR%2FyER%2FzCZ%2FyGZ%2FzBV%2FyFV%2FzDd%2FyHd%2FzAz%2FyEz%2FzC7%2FyG7%2FzB3%2FyF3%2FzD%2F9mpYwsy7pl3bMeWc%2BsV9Y765NNk%2FXN%2BmX9swHZwGxQNjgb0nPkmInjR0V7Uq%2FOsaPL5Y7ylE3l8tQNN7kVt%2BrmbuHW3LrbcDvam1rtzVvdm50TxrU%2FDBvRtZUY1rV5a3jXFn550Wo%2FXDNWK3dFmh7X9LimxzU9qulRTY9qelTTo5rlKLt2wk7YiaprL%2ByFvbAX9pK9ZC%2FZS%2FaSvWQv2Uv2kr1kr2KvYq9ir2KvYq9ir2KvYq9ir2Kvaq9qr2qvaq9qr2qvaq9qr2qvai%2B3l9vL7eX2cnu5vdxebi%2B3l9sr7BV2CjuFncJOYaewU9gp7NTs1LyrZq9mr2avZq9mr2avZq9mr26vbq9ur26vbq9ur26vbq9ur26vYa9hr2GvYa9hr2GvYa%2FR7oXuQ%2Feh%2B2j%2FUU7e3C3cqc%2FV3fYdof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D92H7kP3ofvQfeg%2BdB%2B6D92H7kP3ofvQfRT29B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6j6nuG3Ya7U5q%2F0hN3nCTW3Grbu4Wrs%2FrP%2Bk%2F6T%2FpP%2Bk%2F6T%2FpP%2Bk%2B6T7pPek86TzpPOk86TzpOuk66TrpOuk66TrpOlWmPu%2F36zrpOuk66TrpOuk66TrpOvl%2FPek76TvpO%2Bk76TvpO%2Bk76TvpO%2Bk76TvpO7V9t%2BqtVs%2FOaOURU6bo6PgPt6rZbwAAAAABVFDDFwAA%29%20format%28%27woff%27%29%2Curl%28data%3Aapplication%2Fx%2Dfont%2Dtruetype%3Bbase64%2CAAEAAAAPAIAAAwBwRkZUTW0ql9wAAAD8AAAAHEdERUYBRAAEAAABGAAAACBPUy8yZ7lriQAAATgAAABgY21hcNqt44EAAAGYAAAGcmN2dCAAKAL4AAAIDAAAAARnYXNw%2F%2F8AAwAACBAAAAAIZ2x5Zn1dwm8AAAgYAACUpGhlYWQFTS%2FYAACcvAAAADZoaGVhCkQEEQAAnPQAAAAkaG10eNLHIGAAAJ0YAAADdGxvY2Fv%2B5XOAACgjAAAAjBtYXhwAWoA2AAAorwAAAAgbmFtZbMsoJsAAKLcAAADonBvc3S6o%2BU1AACmgAAACtF3ZWJmwxhUUAAAsVQAAAAGAAAAAQAAAADMPaLPAAAAANB2gXUAAAAA0HZzlwABAAAADgAAABgAAAAAAAIAAQABARYAAQAEAAAAAgAAAAMEiwGQAAUABAMMAtAAAABaAwwC0AAAAaQAMgK4AAAAAAUAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAFVLV04AQAAg%2F%2F8DwP8QAAAFFAB7AAAAAQAAAAAAAAAAAAAAIAABAAAABQAAAAMAAAAsAAAACgAAAdwAAQAAAAAEaAADAAEAAAAsAAMACgAAAdwABAGwAAAAaABAAAUAKAAgACsAoAClIAogLyBfIKwgvSISIxsl%2FCYBJvonCScP4APgCeAZ4CngOeBJ4FngYOBp4HngieCX4QnhGeEp4TnhRuFJ4VnhaeF54YnhleGZ4gbiCeIW4hniIeIn4jniSeJZ4mD4%2F%2F%2F%2FAAAAIAAqAKAApSAAIC8gXyCsIL0iEiMbJfwmASb6JwknD%2BAB4AXgEOAg4DDgQOBQ4GDgYuBw4IDgkOEB4RDhIOEw4UDhSOFQ4WDhcOGA4ZDhl%2BIA4gniEOIY4iHiI%2BIw4kDiUOJg%2BP%2F%2F%2F%2F%2Fj%2F9r%2FZv9i4Ajf5N%2B132nfWd4F3P3aHdoZ2SHZE9kOIB0gHCAWIBAgCiAEH%2F4f%2BB%2F3H%2FEf6x%2FlH3wfdh9wH2ofZB9jH10fVx9RH0sfRR9EHt4e3B7WHtUezh7NHsUevx65HrMIFQABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADAAAAAACjAAAAAAAAAA1AAAAIAAAACAAAAADAAAAKgAAACsAAAAEAAAAoAAAAKAAAAAGAAAApQAAAKUAAAAHAAAgAAAAIAoAAAAIAAAgLwAAIC8AAAATAAAgXwAAIF8AAAAUAAAgrAAAIKwAAAAVAAAgvQAAIL0AAAAWAAAiEgAAIhIAAAAXAAAjGwAAIxsAAAAYAAAl%2FAAAJfwAAAAZAAAmAQAAJgEAAAAaAAAm%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%2FAADiUAAA4lkAAAEJAADiYAAA4mAAAAETAAD4%2FwAA%2BP8AAAEUAAH1EQAB9REAAAEVAAH2qgAB9qoAAAEWAAYCCgAAAAABAAABAAAAAAAAAAAAAAAAAAAAAQACAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAwAAAAAAAAAAAAAAAAAAAAAAAAAEAAUAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAHAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAYAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAVAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEUAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAKAL4AAAAAf%2F%2FAAIAAgAoAAABaAMgAAMABwAusQEALzyyBwQA7TKxBgXcPLIDAgDtMgCxAwAvPLIFBADtMrIHBgH8PLIBAgDtMjMRIRElMxEjKAFA%2Fujw8AMg%2FOAoAtAAAQBkAGQETARMAFsAAAEyFh8BHgEdATc%2BAR8BFgYPATMyFhcWFRQGDwEOASsBFx4BDwEGJi8BFRQGBwYjIiYvAS4BPQEHDgEvASY2PwEjIiYnJjU0Nj8BPgE7AScuAT8BNhYfATU0Njc2AlgPJgsLCg%2BeBxYIagcCB57gChECBgMCAQIRCuCeBwIHaggWB54PCikiDyYLCwoPngcWCGoHAgee4AoRAgYDAgECEQrgngcCB2oIFgeeDwopBEwDAgECEQrgngcCB2oIFgeeDwopIg8mCwsKD54HFghqBwIHnuAKEQIGAwIBAhEK4J4HAgdqCBYHng8KKSIPJgsLCg%2BeBxYIagcCB57gChECBgAAAAABAAAAAARMBEwAIwAAATMyFhURITIWHQEUBiMhERQGKwEiJjURISImPQE0NjMhETQ2AcLIFR0BXhUdHRX%2Boh0VyBUd%2FqIVHR0VAV4dBEwdFf6iHRXIFR3%2BohUdHRUBXh0VyBUdAV4VHQAAAAABAHAAAARABEwARQAAATMyFgcBBgchMhYPAQ4BKwEVITIWDwEOASsBFRQGKwEiJj0BISImPwE%2BATsBNSEiJj8BPgE7ASYnASY2OwEyHwEWMj8BNgM5%2BgoFCP6UBgUBDAoGBngGGAp9ARMKBgZ4BhgKfQ8LlAsP%2Fu0KBgZ4BhgKff7tCgYGeAYYCnYFBv6UCAUK%2BhkSpAgUCKQSBEwKCP6UBgwMCKAIDGQMCKAIDK4LDw8LrgwIoAgMZAwIoAgMDAYBbAgKEqQICKQSAAABAGQABQSMBK4AOwAAATIXFhcjNC4DIyIOAwchByEGFSEHIR4EMzI%2BAzUzBgcGIyInLgEnIzczNjcjNzM%2BATc2AujycDwGtSM0QDkXEys4MjAPAXtk%2FtQGAZZk%2FtQJMDlCNBUWOUA0I64eYmunznYkQgzZZHABBdpkhhQ%2BH3UErr1oaS1LMCEPCx4uTzJkMjJkSnRCKw8PIjBKK6trdZ4wqndkLzVkV4UljQAAAgB7AAAETASwAD4ARwAAASEyHgUVHAEVFA4FKwEHITIWDwEOASsBFRQGKwEiJj0BISImPwE%2BATsBNSEiJj8BPgE7ARE0NhcRMzI2NTQmIwGsAV5DakIwFgwBAQwWMEJqQ7ICASAKBgZ4BhgKigsKlQoP%2FvUKBgZ4BhgKdf71CgYGeAYYCnUPtstALS1ABLAaJD8yTyokCwsLJCpQMkAlGmQMCKAIDK8LDg8KrwwIoAgMZAwIoAgMAdsKD8j%2B1EJWVEAAAAEAyAGQBEwCvAAPAAATITIWHQEUBiMhIiY9ATQ2%2BgMgFR0dFfzgFR0dArwdFcgVHR0VyBUdAAAAAgDIAAAD6ASwACUAQQAAARUUBisBFRQGBx4BHQEzMhYdASE1NDY7ATU0NjcuAT0BIyImPQEXFRQWFx4BFAYHDgEdASE1NCYnLgE0Njc%2BAT0BA%2BgdFTJjUVFjMhUd%2FOAdFTJjUVFjMhUdyEE3HCAgHDdBAZBBNxwgIBw3QQSwlhUdZFuVIyOVW5YdFZaWFR2WW5UjI5VbZB0VlshkPGMYDDI8MgwYYzyWljxjGAwyPDIMGGM8ZAAAAAEAAAAAAAAAAAAAAAAxAAAB%2F%2FIBLATCBEEAFgAAATIWFzYzMhYVFAYjISImNTQ2NyY1NDYB9261LCwueKqqeP0ST3FVQgLYBEF3YQ6teHmtclBFaw4MGZnXAAAAAgAAAGQEsASvABoAHgAAAB4BDwEBMzIWHQEhNTQ2OwEBJyY%2BARYfATc2AyEnAwL2IAkKiAHTHhQe%2B1AeFB4B1IcKCSAkCm9wCXoBebbDBLMTIxC7%2FRYlFSoqFSUC6rcQJBQJEJSWEPwecAIWAAAAAAQAAABkBLAETAALABcAIwA3AAATITIWBwEGIicBJjYXARYUBwEGJjURNDYJATYWFREUBicBJjQHARYGIyEiJjcBNjIfARYyPwE2MhkEfgoFCP3MCBQI%2FcwIBQMBCAgI%2FvgICgoDjAEICAoKCP74CFwBbAgFCvuCCgUIAWwIFAikCBQIpAgUBEwKCP3JCAgCNwgK2v74CBQI%2FvgIBQoCJgoF%2FvABCAgFCv3aCgUIAQgIFID%2BlAgKCggBbAgIpAgIpAgAAAAD%2F%2FD%2F8AS6BLoACQANABAAAAAyHwEWFA8BJzcTAScJAQUTA%2BAmDpkNDWPWXyL9mdYCZv4f%2FrNuBLoNmQ4mDlzWYP50%2FZrWAmb8anABTwAAAAEAAAAABLAEsAAPAAABETMyFh0BITU0NjsBEQEhArz6FR384B0V%2Bv4MBLACiv3aHRUyMhUdAiYCJgAAAAEADgAIBEwEnAAfAAABJTYWFREUBgcGLgE2NzYXEQURFAYHBi4BNjc2FxE0NgFwAoUnMFNGT4gkV09IQv2oWEFPiCRXT0hCHQP5ow8eIvzBN1EXGSltchkYEAIJm%2F2iKmAVGilucRoYEQJ%2FJioAAAACAAn%2F%2BAS7BKcAHQApAAAAMh4CFQcXFAcBFgYPAQYiJwEGIycHIi4CND4BBCIOARQeATI%2BATQmAZDItoNOAQFOARMXARY7GikT%2Fu13jgUCZLaDTk6DAXKwlFZWlLCUVlYEp06DtmQCBY15%2Fu4aJRg6FBQBEk0BAU6Dtsi2g1tWlLCUVlaUsJQAAQBkAFgErwREABkAAAE%2BAh4CFRQOAwcuBDU0PgIeAQKJMHt4dVg2Q3mEqD4%2Bp4V4Qzhadnh5A7VESAUtU3ZAOXmAf7JVVbJ%2FgHk5QHZTLQVIAAAAAf%2FTAF4EewSUABgAAAETNjIXEyEyFgcFExYGJyUFBiY3EyUmNjMBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAyABYRMT%2Fp8RDPn%2BbxQLDPb3DAsUAZD7DBEAAv%2FTAF4EewSUABgAIgAAARM2MhcTITIWBwUTFgYnJQUGJjcTJSY2MwUjFwc3Fyc3IycBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAfPwxUrBw0rA6k4DIAFhExP%2BnxEM%2Bf5vFAsM9vcMCxQBkPsMEWSO4ouM5YzTAAABAAAAAASwBLAAJgAAATIWHQEUBiMVFBYXBR4BHQEUBiMhIiY9ATQ2NyU%2BAT0BIiY9ATQ2Alh8sD4mDAkBZgkMDwr7ggoPDAkBZgkMJj6wBLCwfPouaEsKFwbmBRcKXQoPDwpdChcF5gYXCktoLvp8sAAAAA0AAAAABLAETAAPABMAIwAnACsALwAzADcARwBLAE8AUwBXAAATITIWFREUBiMhIiY1ETQ2FxUzNSkBIgYVERQWMyEyNjURNCYzFTM1BRUzNSEVMzUFFTM1IRUzNQchIgYVERQWMyEyNjURNCYFFTM1IRUzNQUVMzUhFTM1GQR%2BCg8PCvuCCg8PVWQCo%2F3aCg8PCgImCg8Pc2T8GGQDIGT8GGQDIGTh%2FdoKDw8KAiYKDw%2F872QDIGT8GGQDIGQETA8K%2B%2BYKDw8KBBoKD2RkZA8K%2FqIKDw8KAV4KD2RkyGRkZGTIZGRkZGQPCv6iCg8PCgFeCg9kZGRkZMhkZGRkAAAEAAAAAARMBEwADwAfAC8APwAAEyEyFhURFAYjISImNRE0NikBMhYVERQGIyEiJjURNDYBITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NjIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR39vQGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHQRMHRX%2BcBUdHRUBkBUdHRX%2BcBUdHRUBkBUd%2FagdFf5wFR0dFQGQFR0dFf5wFR0dFQGQFR0AAAkAAAAABEwETAAPAB8ALwA%2FAE8AXwBvAH8AjwAAEzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2MsgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR0ETB0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHf5wHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0ABgAAAAAEsARMAA8AHwAvAD8ATwBfAAATMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYyyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHQRMHRXIFR0dFcgVHR0VyBUdHRXIFR3%2BcB0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHQAAAAABACYALAToBCAAFwAACQE2Mh8BFhQHAQYiJwEmND8BNjIfARYyAdECOwgUB7EICPzxBxUH%2FoAICLEHFAirBxYB3QI7CAixBxQI%2FPAICAGACBQHsQgIqwcAAQBuAG4EQgRCACMAAAEXFhQHCQEWFA8BBiInCQEGIi8BJjQ3CQEmND8BNjIXCQE2MgOIsggI%2FvUBCwgIsggVB%2F70%2FvQHFQiyCAgBC%2F71CAiyCBUHAQwBDAcVBDuzCBUH%2FvT%2B9AcVCLIICAEL%2FvUICLIIFQcBDAEMBxUIsggI%2FvUBDAcAAwAX%2F%2BsExQSZABkAJQBJAAAAMh4CFRQHARYUDwEGIicBBiMiLgI0PgEEIg4BFB4BMj4BNCYFMzIWHQEzMhYdARQGKwEVFAYrASImPQEjIiY9ATQ2OwE1NDYBmcSzgk1OASwICG0HFQj%2B1HeOYrSBTU2BAW%2BzmFhYmLOZWFj%2BvJYKD0sKDw8KSw8KlgoPSwoPDwpLDwSZTYKzYo15%2FtUIFQhsCAgBK01NgbTEs4JNWJmzmFhYmLOZIw8KSw8KlgoPSwoPDwpLDwqWCg9LCg8AAAMAF%2F%2FrBMUEmQAZACUANQAAADIeAhUUBwEWFA8BBiInAQYjIi4CND4BBCIOARQeATI%2BATQmBSEyFh0BFAYjISImPQE0NgGZxLOCTU4BLAgIbQcVCP7Ud45itIFNTYEBb7OYWFiYs5lYWP5YAV4KDw8K%2FqIKDw8EmU2Cs2KNef7VCBUIbAgIAStNTYG0xLOCTViZs5hYWJizmYcPCpYKDw8KlgoPAAAAAAIAFwAXBJkEsAAPAC0AAAEzMhYVERQGKwEiJjURNDYFNRYSFRQOAiIuAjU0EjcVDgEVFB4BMj4BNTQmAiZkFR0dFWQVHR0BD6fSW5vW6tabW9KnZ3xyxejFcnwEsB0V%2FnAVHR0VAZAVHeGmPv7ZuHXWm1tbm9Z1uAEnPqY3yHh0xXJyxXR4yAAEAGQAAASwBLAADwAfAC8APwAAATMyFhURFAYrASImNRE0NgEzMhYVERQGKwEiJjURNDYBMzIWFREUBisBIiY1ETQ2BTMyFh0BFAYrASImPQE0NgQBlgoPDwqWCg8P%2Ft6WCg8PCpYKDw%2F%2B3pYKDw8KlgoPD%2F7elgoPDwqWCg8PBLAPCvuCCg8PCgR%2BCg%2F%2BcA8K%2FRIKDw8KAu4KD%2F7UDwr%2BPgoPDwoBwgoPyA8K%2BgoPDwr6Cg8AAAAAAgAaABsElgSWAEcATwAAATIfAhYfATcWFwcXFh8CFhUUDwIGDwEXBgcnBwYPAgYjIi8CJi8BByYnNycmLwImNTQ%2FAjY%2FASc2Nxc3Nj8CNhIiBhQWMjY0AlghKSYFMS0Fhj0rUAMZDgGYBQWYAQ8YA1AwOIYFLDIFJisfISkmBTEtBYY8LFADGQ0ClwYGlwINGQNQLzqFBS0xBSYreLJ%2BfrJ%2BBJYFmAEOGQJQMDmGBSwxBiYrHiIoJgYxLAWGPSxRAxkOApcFBZcCDhkDUTA5hgUtMAYmKiAhKCYGMC0Fhj0sUAIZDgGYBf6ZfrF%2BfrEABwBkAAAEsAUUABMAFwAhACUAKQAtADEAAAEhMhYdASEyFh0BITU0NjMhNTQ2FxUhNQERFAYjISImNREXETMRMxEzETMRMxEzETMRAfQBLCk7ARMKD%2Fu0DwoBEzspASwBLDsp%2FUQpO2RkZGRkZGRkBRQ7KWQPCktLCg9kKTtkZGT%2B1PzgKTs7KQMgZP1EArz9RAK8%2FUQCvP1EArwAAQAMAAAFCATRAB8AABMBNjIXARYGKwERFAYrASImNREhERQGKwEiJjURIyImEgJsCBUHAmAIBQqvDwr6Cg%2F%2B1A8K%2BgoPrwoFAmoCYAcH%2FaAICv3BCg8PCgF3%2FokKDw8KAj8KAAIAZAAAA%2BgEsAARABcAAAERFBYzIREUBiMhIiY1ETQ2MwEjIiY9AQJYOykBLB0V%2FOAVHR0VA1L6FR0EsP5wKTv9dhUdHRUETBUd%2FnAdFfoAAwAXABcEmQSZAA8AGwAwAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBTMyFhURMzIWHQEUBisBIiY1ETQ2AePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnL%2BfDIKD68KDw8K%2BgoPDwSZW5vW6tabW1ub1urWmztyxejFcnLF6MUNDwr%2B7Q8KMgoPDwoBXgoPAAAAAAL%2FnAAABRQEsAALAA8AACkBAyMDIQEzAzMDMwEDMwMFFP3mKfIp%2FeYBr9EVohTQ%2Fp4b4BsBkP5wBLD%2B1AEs%2FnD%2B1AEsAAAAAAIAZAAABLAEsAAVAC8AAAEzMhYVETMyFgcBBiInASY2OwERNDYBMzIWFREUBiMhIiY1ETQ2OwEyFh0BITU0NgImyBUdvxQLDf65DSYN%2FrkNCxS%2FHQJUMgoPDwr75goPDwoyCg8DhA8EsB0V%2Fj4XEP5wEBABkBAXAcIVHfzgDwr%2BogoPDwoBXgoPDwqvrwoPAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUzMhYVETMyFgcDBiInAyY2OwERNDYB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv58lgoPiRUKDd8NJg3fDQoViQ8EmVub1urWm1tbm9bq1ps7csXoxXJyxejFDQ8K%2Fu0XEP7tEBABExAXARMKDwAAAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiUTFgYrAREUBisBIiY1ESMiJjcTNjIB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv7n3w0KFYkPCpYKD4kVCg3fDSYEmVub1urWm1tbm9bq1ps7csXoxXJyxejFAf7tEBf%2B7QoPDwoBExcQARMQAAAAAAIAAAAABLAEsAAZADkAABMhMhYXExYVERQGBwYjISImJyY1EzQ3Ez4BBSEiBgcDBhY7ATIWHwEeATsBMjY%2FAT4BOwEyNicDLgHhAu4KEwO6BwgFDBn7tAweAgYBB7kDEwKX%2FdQKEgJXAgwKlgoTAiYCEwr6ChMCJgITCpYKDAJXAhIEsA4K%2FXQYGf5XDB4CBggEDRkBqRkYAowKDsgOC%2F4%2BCw4OCpgKDg4KmAoODgsBwgsOAAMAFwAXBJkEmQAPABsAJwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUXFhQPAQYmNRE0NgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJy%2Fov9ERH9EBgYBJlbm9bq1ptbW5vW6tabO3LF6MVycsXoxV2%2BDCQMvgwLFQGQFQsAAQAXABcEmQSwACgAAAE3NhYVERQGIyEiJj8BJiMiDgEUHgEyPgE1MxQOAiIuAjQ%2BAjMyA7OHBwsPCv6WCwQHhW2BdMVycsXoxXKWW5vW6tabW1ub1nXABCSHBwQL%2FpYKDwsHhUxyxejFcnLFdHXWm1tbm9bq1ptbAAAAAAIAFwABBJkEsAAaADUAAAE3NhYVERQGIyEiJj8BJiMiDgEVIzQ%2BAjMyEzMUDgIjIicHBiY1ETQ2MyEyFg8BFjMyPgEDs4cHCw8L%2FpcLBAeGboF0xXKWW5vWdcDrllub1nXAnIYHCw8LAWgKBQiFboJ0xXIEJIcHBAv%2BlwsPCweGS3LFdHXWm1v9v3XWm1t2hggFCgFoCw8LB4VMcsUAAAAKAGQAAASwBLAADwAfAC8APwBPAF8AbwB%2FAI8AnwAAEyEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0NgczMhYdARQGKwEiJj0BNDYzITIWHQEUBiMhIiY9ATQ2BzMyFh0BFAYrASImPQE0NjMhMhYdARQGIyEiJj0BNDYHMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0Nn0EGgoPDwr75goPDwPA%2FK4KDw8KA1IKDw%2F9CDIKDw8KMgoPD9IBwgoPDwr%2BPgoPD74yCg8PCjIKDw%2FSAcIKDw8K%2Fj4KDw%2B%2BMgoPDwoyCg8P0gHCCg8PCv4%2BCg8PvjIKDw8KMgoPD9IBwgoPDwr%2BPgoPDwSwDwr7ggoPDwoEfgoPyA8K%2FK4KDw8KA1IKD2QPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKDwAAAAACAAAAAARMBLAAGQAjAAABNTQmIyEiBh0BIyIGFREUFjMhMjY1ETQmIyE1NDY7ATIWHQEDhHVT%2FtRSdmQpOzspA4QpOzsp%2FageFMgUHgMgyFN1dlLIOyn9qCk7OykCWCk7lhUdHRWWAAIAZAAABEwETAAJADcAABMzMhYVESMRNDYFMhcWFREUBw4DIyIuAScuAiMiBwYjIicmNRE%2BATc2HgMXHgIzMjc2fTIKD2QPA8AEBRADIUNAMRwaPyonKSxHHlVLBwgGBQ4WeDsXKC4TOQQpLUUdZ1AHBEwPCvvNBDMKDzACBhH%2BWwYGO1AkDQ0ODg8PDzkFAwcPAbY3VwMCAwsGFAEODg5XCAAAAwAAAAAEsASXACEAMQBBAAAAMh4CFREUBisBIiY1ETQuASAOARURFAYrASImNRE0PgEDMzIWFREUBisBIiY1ETQ2ITMyFhURFAYrASImNRE0NgHk6N6jYw8KMgoPjeT%2B%2BuSNDwoyCg9joyqgCAwMCKAIDAwCYKAIDAwIoAgMDASXY6PedP7UCg8PCgEsf9FyctF%2F%2FtQKDw8KASx03qP9wAwI%2FjQIDAwIAcwIDAwI%2FjQIDAwIAcwIDAAAAAACAAAA0wRHA90AFQA5AAABJTYWFREUBiclJisBIiY1ETQ2OwEyBTc2Mh8BFhQPARcWFA8BBiIvAQcGIi8BJjQ%2FAScmND8BNjIXAUEBAgkMDAn%2B%2FhUZ%2BgoPDwr6GQJYeAcUByIHB3h4BwciBxQHeHgHFAciBwd3dwcHIgcUBwMurAYHCv0SCgcGrA4PCgFeCg%2BEeAcHIgcUB3h4BxQHIgcHd3cHByIHFAd4eAcUByIICAAAAAACAAAA0wNyA90AFQAvAAABJTYWFREUBiclJisBIiY1ETQ2OwEyJTMWFxYVFAcGDwEiLwEuATc2NTQnJjY%2FATYBQQECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcDLqwGBwr9EgoHBqwODwoBXgoPZAEJgaGafwkBAQYXBxMIZ36EaggUBxYFAAAAAAMAAADEBGID7AAbADEASwAAATMWFxYVFAYHBgcjIi8BLgE3NjU0JicmNj8BNgUlNhYVERQGJyUmKwEiJjURNDY7ATIlMxYXFhUUBwYPASIvAS4BNzY1NCcmNj8BNgPHAwsGh0RABwoDCQcqCAIGbzs3BgIJKgf9ggECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcD7AEJs9lpy1QJAQYiBhQIlrJarEcJFAYhBb6sBgcK%2FRIKBwasDg8KAV4KD2QBCYGhmn8JAQEGFwcTCGd%2BhGoIFQYWBQAAAAANAAAAAASwBLAACQAVABkAHQAhACUALQA7AD8AQwBHAEsATwAAATMVIxUhFSMRIQEjFTMVIREjESM1IQURIREhESERBSM1MwUjNTMBMxEhETM1MwEzFSMVIzUjNTM1IzUhBREhEQcjNTMFIzUzASM1MwUhNSEB9GRk%2FnBkAfQCvMjI%2FtTIZAJY%2B7QBLAGQASz84GRkArxkZP1EyP4MyGQB9MhkyGRkyAEs%2FUQBLGRkZAOEZGT%2BDGRkAfT%2B1AEsA4RkZGQCWP4MZMgBLAEsyGT%2B1AEs%2FtQBLMhkZGT%2BDP4MAfRk%2FtRkZGRkyGTI%2FtQBLMhkZGT%2B1GRkZAAAAAAJAAAAAASwBLAAAwAHAAsADwATABcAGwAfACMAADcjETMTIxEzASMRMxMjETMBIxEzASE1IRcjNTMXIzUzBSM1M2RkZMhkZAGQyMjIZGQBLMjI%2FOD%2B1AEsyGRkyGRkASzIyMgD6PwYA%2Bj8GAPo%2FBgD6PwYA%2Bj7UGRkW1tbW1sAAAIAAAAKBKYEsAANABUAAAkBFhQHAQYiJwETNDYzBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAUM7Uzs7UzsEsP1WCBQI%2FjAICAKqAdsKD807O1Q7OwAAAAADAAAACgXSBLAADQAZACEAAAkBFhQHAQYiJwETNDYzIQEWFAcBBiIvAQkBBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAwYCqggI%2FjAIFAg4Aaj9RP7TO1M7O1M7BLD9VggUCP4wCAgCqgHbCg%2F9VggUCP4wCAg4AaoCvM07O1Q7OwAAAAABAGQAAASwBLAAJgAAASEyFREUDwEGJjURNCYjISIPAQYWMyEyFhURFAYjISImNRE0PwE2ASwDOUsSQAgKDwr9RBkSQAgFCgK8Cg8PCvyuCg8SixIEsEv8fBkSQAgFCgO2Cg8SQAgKDwr8SgoPDwoDzxkSixIAAAABAMj%2F%2FwRMBLAACgAAEyEyFhURCQERNDb6AyAVHf4%2B%2Fj4dBLAdFfuCAbz%2BQwR%2FFR0AAAAAAwAAAAAEsASwABUARQBVAAABISIGBwMGHwEeATMhMjY%2FATYnAy4BASMiBg8BDgEjISImLwEuASsBIgYVERQWOwEyNj0BNDYzITIWHQEUFjsBMjY1ETQmASEiBg8BBhYzITI2LwEuAQM2%2FkQLEAFOBw45BhcKAcIKFwY%2BDgdTARABVpYKFgROBBYK%2FdoKFgROBBYKlgoPDwqWCg8PCgLuCg8PCpYKDw%2F%2Bsf4MChMCJgILCgJYCgsCJgITBLAPCv7TGBVsCQwMCWwVGAEtCg%2F%2BcA0JnAkNDQmcCQ0PCv12Cg8PCpYKDw8KlgoPDwoCigoP%2FagOCpgKDg4KmAoOAAAAAAQAAABkBLAETAAdACEAKQAxAAABMzIeAh8BMzIWFREUBiMhIiY1ETQ2OwE%2BBAEVMzUEIgYUFjI2NCQyFhQGIiY0AfTIOF00JAcGlik7Oyn8GCk7OymWAgknM10ByGT%2Bz76Hh76H%2Fu9WPDxWPARMKTs7FRQ7Kf2oKTs7KQJYKTsIG0U1K%2F7UZGRGh76Hh74IPFY8PFYAAAAAAgA1AAAEsASvACAAIwAACQEWFx4BHwEVITUyNi8BIQYHBh4CMxUhNTY3PgE%2FAQEDIQMCqQGBFCgSJQkK%2Fl81LBFS%2Fnk6IgsJKjIe%2FpM4HAwaBwcBj6wBVKIEr%2FwaMioTFQECQkJXLd6RWSIuHAxCQhgcDCUNDQPu%2FVoByQAAAAADAGQAAAPwBLAAJwAyADsAAAEeBhUUDgMjITU%2BATURNC4EJzUFMh4CFRQOAgclMzI2NTQuAisBETMyNjU0JisBAvEFEzUwOyodN1htbDD%2BDCk7AQYLFyEaAdc5dWM%2BHy0tEP6Pi05pESpTPnbYUFJ9Xp8CgQEHGB0zOlIuQ3VONxpZBzMoAzsYFBwLEAkHRwEpSXNDM1s6KwkxYUopOzQb%2FK5lUFqBAAABAMgAAANvBLAAGQAAARcOAQcDBhYXFSE1NjcTNjQuBCcmJzUDbQJTQgeECSxK%2Fgy6Dq0DAw8MHxUXDQYEsDkTNSj8uTEoBmFhEFIDQBEaExAJCwYHAwI5AAAAAAL%2FtQAABRQEsAAlAC8AAAEjNC4FKwERFBYfARUhNTI%2BAzURIyIOBRUjESEFIxEzByczESM3BRQyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj7m0tLfX1LS30DhBUgFQ4IAwH8rhYZAQJkZAEFCRUOA1IBAwgOFSAVASzI%2FOCnpwMgpwACACH%2FtQSPBLAAJQAvAAABIzQuBSsBERQWHwEVITUyPgM1ESMiDgUVIxEhEwc1IRUnNxUhNQRMMggLGRMmGBnIMhkZ%2FnAEDiIaFsgZGCYTGQsIMgPoQ6f84KenAyADhBUgFQ4IAwH9dhYZAQJkZAEFCRUOAooBAwgOFSAVASz7gn1LS319S0sABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyAlgVHR0V%2FagVHR0VA%2BgVHR0V%2FBgVHR0VAyAVHR0V%2FOAVHR0VBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYDITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NgMhMhYdARQGIyEiJj0BNDb6ArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR3dArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AAAE1NDYzITIWHQEUBiMhIiYBNTQ2MyEyFh0BFAYjISImEzU0NjMhMhYdARQGIyEiJgE1NDYzITIWHQEUBiMhIiYB9B0VAlgVHR0V%2FagVHf5wHRUD6BUdHRX8GBUdyB0VAyAVHR0V%2FOAVHf7UHRUETBUdHRX7tBUdA7ZkFR0dFWQVHR3%2B6WQVHR0VZBUdHf7pZBUdHRVkFR0d%2FulkFR0dFWQVHR0AAAQAAAAABLAETAAPAB8ALwA%2FAAATITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2MgRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dBEwdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAgAAAAABLAETAAPAB8ALwA%2FAE8AXwBvAH8AABMzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2MmQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR0ETB0VZBUdHRVkFR0dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdHRVkFR0dFWQVHf7UHRVkFR0dFWQVHR0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0dFWQVHR0VZBUdAAAG%2F5wAAASwBEwAAwATACMAKgA6AEoAACEjETsCMhYdARQGKwEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2BQc1IzUzNQUhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2AZBkZJZkFR0dFWQVHR0VAfQVHR0V%2FgwVHR3%2B%2BqfIyAHCASwVHR0V%2FtQVHR0VAlgVHR0V%2FagVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR36fUtkS68dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAAABgAAAAAFFARMAA8AEwAjACoAOgBKAAATMzIWHQEUBisBIiY9ATQ2ASMRMwEhMhYdARQGIyEiJj0BNDYFMxUjFSc3BSEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyZBUdHRVkFR0dA2dkZPyuAfQVHR0V%2FgwVHR0EL8jIp6f75gEsFR0dFf7UFR0dFQJYFR0dFf2oFR0dBEwdFWQVHR0VZBUd%2B7QETP7UHRVkFR0dFWQVHchkS319rx0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0AAAAAAgAAAMgEsAPoAA8AEgAAEyEyFhURFAYjISImNRE0NgkCSwLuHywsH%2F0SHywsBIT%2B1AEsA%2BgsH%2F12HywsHwKKHyz9RAEsASwAAwAAAAAEsARMAA8AFwAfAAATITIWFREUBiMhIiY1ETQ2FxE3BScBExEEMhYUBiImNCwEWBIaGhL7qBIaGkr3ASpKASXs%2FNJwTk5wTgRMGhL8DBIaGhID9BIaZP0ftoOcAT7%2B4AH0dE5vT09vAAAAAAIA2wAFBDYEkQAWAB4AAAEyHgEVFAcOAQ8BLgQnJjU0PgIWIgYUFjI2NAKIdcZzRkWyNjYJIV5YbSk8RHOft7eCgreCBJF4ynVzj23pPz4IIWZomEiEdVijeUjDgriBgbgAAAACABcAFwSZBJkADwAXAAAAMh4CFA4CIi4CND4BAREiDgEUHgEB4%2BrWm1tbm9bq1ptbW5sBS3TFcnLFBJlbm9bq1ptbW5vW6tab%2FG8DVnLF6MVyAAACAHUAAwPfBQ8AGgA1AAABHgYVFA4DBy4DNTQ%2BBQMOAhceBBcWNj8BNiYnLgInJjc2IyYCKhVJT1dOPiUzVnB9P1SbfEokP0xXUEm8FykoAwEbITEcExUWAgYCCQkFEikMGiACCAgFD0iPdXdzdYdFR4BeRiYEBTpjl1lFh3ZzeHaQ%2Ff4hS4I6JUEnIw4IBwwQIgoYBwQQQSlZtgsBAAAAAwAAAAAEywRsAAwAKgAvAAABNz4CHgEXHgEPAiUhMhcHISIGFREUFjMhMjY9ATcRFAYjISImNRE0NgkBBzcBA%2BhsAgYUFR0OFgoFBmz9BQGQMje7%2FpApOzspAfQpO8i7o%2F5wpbm5Azj%2BlqE3AWMD9XMBAgIEDw4WKgsKc8gNuzsp%2FgwpOzsptsj%2BtKW5uaUBkKW5%2Ftf%2BljKqAWMAAgAAAAAEkwRMABsANgAAASEGByMiBhURFBYzITI2NTcVFAYjISImNRE0NgUBFhQHAQYmJzUmDgMHPgY3NT4BAV4BaaQ0wyk7OykB9Ck7yLml%2FnClubkCfwFTCAj%2BrAcLARo5ZFRYGgouOUlARioTAQsETJI2Oyn%2BDCk7OymZZ6W5uaUBkKW5G%2F7TBxUH%2Fs4GBAnLAQINFjAhO2JBNB0UBwHSCgUAAAAAAgAAAAAEnQRMAB0ANQAAASEyFwchIgYVERQWMyEyNj0BNxUUBiMhIiY1ETQ2CQE2Mh8BFhQHAQYiLwEmND8BNjIfARYyAV4BXjxDsv6jKTs7KQH0KTvIuaX%2BcKW5uQHKAYsHFQdlBwf97QcVB%2FgHB2UHFQdvCBQETBexOyn%2BDCk7OylFyNulubmlAZCluf4zAYsHB2UHFQf97AcH%2BAcVB2UHB28HAAAAAQAKAAoEpgSmADsAAAkBNjIXARYGKwEVMzU0NhcBFhQHAQYmPQEjFTMyFgcBBiInASY2OwE1IxUUBicBJjQ3ATYWHQEzNSMiJgE%2BAQgIFAgBBAcFCqrICggBCAgI%2FvgICsiqCgUH%2FvwIFAj%2B%2BAgFCq%2FICgj%2B%2BAgIAQgICsivCgUDlgEICAj%2B%2BAgKyK0KBAf%2B%2FAcVB%2F73BwQKrcgKCP74CAgBCAgKyK0KBAcBCQcVBwEEBwQKrcgKAAEAyAAAA4QETAAZAAATMzIWFREBNhYVERQGJwERFAYrASImNRE0NvpkFR0B0A8VFQ%2F%2BMB0VZBUdHQRMHRX%2BSgHFDggV%2FBgVCA4Bxf5KFR0dFQPoFR0AAAABAAAAAASwBEwAIwAAEzMyFhURATYWFREBNhYVERQGJwERFAYnAREUBisBIiY1ETQ2MmQVHQHQDxUB0A8VFQ%2F%2BMBUP%2FjAdFWQVHR0ETB0V%2FkoBxQ4IFf5KAcUOCBX8GBUIDgHF%2FkoVCA4Bxf5KFR0dFQPoFR0AAAABAJ0AGQSwBDMAFQAAAREUBicBERQGJwEmNDcBNhYVEQE2FgSwFQ%2F%2BMBUP%2FhQPDwHsDxUB0A8VBBr8GBUIDgHF%2FkoVCA4B4A4qDgHgDggV%2FkoBxQ4IAAAAAQDIABYEMwQ2AAsAABMBFhQHAQYmNRE0NvMDLhIS%2FNISGRkEMv4OCx4L%2Fg4LDhUD6BUOAAIAyABkA4QD6AAPAB8AABMzMhYVERQGKwEiJjURNDYhMzIWFREUBisBIiY1ETQ2%2BsgVHR0VyBUdHQGlyBUdHRXIFR0dA%2BgdFfzgFR0dFQMgFR0dFfzgFR0dFQMgFR0AAAEAyABkBEwD6AAPAAABERQGIyEiJjURNDYzITIWBEwdFfzgFR0dFQMgFR0DtvzgFR0dFQMgFR0dAAAAAAEAAAAZBBMEMwAVAAABETQ2FwEWFAcBBiY1EQEGJjURNDYXAfQVDwHsDw%2F%2BFA8V%2FjAPFRUPAmQBthUIDv4gDioO%2FiAOCBUBtv47DggVA%2BgVCA4AAAH%2F%2FgACBLMETwAjAAABNzIWFRMUBiMHIiY1AwEGJjUDAQYmNQM0NhcBAzQ2FwEDNDYEGGQUHgUdFWQVHQL%2BMQ4VAv4yDxUFFQ8B0gIVDwHSAh0ETgEdFfwYFR0BHRUBtf46DwkVAbX%2BOQ4JFAPoFQkP%2Fj4BthQJDv49AbYVHQAAAQEsAAAD6ARMABkAAAEzMhYVERQGKwEiJjURAQYmNRE0NhcBETQ2A1JkFR0dFWQVHf4wDxUVDwHQHQRMHRX8GBUdHRUBtv47DggVA%2BgVCA7%2BOwG2FR0AAAIAZADIBLAESAALABsAAAkBFgYjISImNwE2MgEhMhYdARQGIyEiJj0BNDYCrgH1DwkW%2B%2B4WCQ8B9Q8q%2FfcD6BUdHRX8GBUdHQQ5%2FeQPFhYPAhwP%2FUgdFWQVHR0VZBUdAAEAiP%2F8A3UESgAFAAAJAgcJAQN1%2FqABYMX92AIoA4T%2Bn%2F6fxgIoAiYAAAAAAQE7%2F%2FwEKARKAAUAAAkBJwkBNwQo%2FdnGAWH%2Bn8YCI%2F3ZxgFhAWHGAAIAFwAXBJkEmQAPADMAAAAyHgIUDgIiLgI0PgEFIyIGHQEjIgYdARQWOwEVFBY7ATI2PQEzMjY9ATQmKwE1NCYB4%2BrWm1tbm9bq1ptbW5sBfWQVHZYVHR0Vlh0VZBUdlhUdHRWWHQSZW5vW6tabW1ub1urWm7odFZYdFWQVHZYVHR0Vlh0VZBUdlhUdAAAAAAIAFwAXBJkEmQAPAB8AAAAyHgIUDgIiLgI0PgEBISIGHQEUFjMhMjY9ATQmAePq1ptbW5vW6tabW1ubAkX%2BDBUdHRUB9BUdHQSZW5vW6tabW1ub1urWm%2F5%2BHRVkFR0dFWQVHQACABcAFwSZBJkADwAzAAAAMh4CFA4CIi4CND4BBCIPAScmIg8BBhQfAQcGFB8BFjI%2FARcWMj8BNjQvATc2NC8BAePq1ptbW5vW6tabW1ubAeUZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0JCXh4CQmNBJlbm9bq1ptbW5vW6tabrQl4eAkJjQkZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0AAgAXABcEmQSZAA8AJAAAADIeAhQOAiIuAjQ%2BAQEnJiIPAQYUHwEWMjcBNjQvASYiBwHj6tabW1ub1urWm1tbmwEVVAcVCIsHB%2FIHFQcBdwcHiwcVBwSZW5vW6tabW1ub1urWm%2F4xVQcHiwgUCPEICAF3BxUIiwcHAAAAAAMAFwAXBJkEmQAPADsASwAAADIeAhQOAiIuAjQ%2BAQUiDgMVFDsBFjc%2BATMyFhUUBgciDgUHBhY7ATI%2BAzU0LgMTIyIGHQEUFjsBMjY9ATQmAePq1ptbW5vW6tabW1ubAT8dPEIyIRSDHgUGHR8UFw4TARkOGhITDAIBDQ6tBx4oIxgiM0Q8OpYKDw8KlgoPDwSZW5vW6tabW1ub1urWm5ELHi9PMhkFEBQQFRIXFgcIBw4UHCoZCBEQKDhcNi9IKhsJ%2FeMPCpYKDw8KlgoPAAADABcAFwSZBJkADwAfAD4AAAAyHgIUDgIiLgI0PgEFIyIGHQEUFjsBMjY9ATQmAyMiBh0BFBY7ARUjIgYdARQWMyEyNj0BNCYrARE0JgHj6tabW1ub1urWm1tbmwGWlgoPDwqWCg8PCvoKDw8KS0sKDw8KAV4KDw8KSw8EmVub1urWm1tbm9bq1ptWDwqWCg8PCpYKD%2F7UDwoyCg%2FIDwoyCg8PCjIKDwETCg8AAgAAAAAEsASwAC8AXwAAATMyFh0BHgEXMzIWHQEUBisBDgEHFRQGKwEiJj0BLgEnIyImPQE0NjsBPgE3NTQ2ExUUBisBIiY9AQ4BBzMyFh0BFAYrAR4BFzU0NjsBMhYdAT4BNyMiJj0BNDY7AS4BAg2WCg9nlxvCCg8PCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw%2B5DwqWCg9EZheoCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmBLAPCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw8KlgoPZ5cbwgoP%2Fs2oCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmRA8KlgoPRGYAAwAXABcEmQSZAA8AGwA%2FAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBxcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyAePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnKaQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwdABxUHfHwHFQSZW5vW6tabW1ub1urWmztyxejFcnLF6MVaQAcVB3x8BxUHQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwAAAAMAFwAXBJkEmQAPABsAMAAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcXFhQHAQYiLwEmND8BNjIfATc2MgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJyg2oHB%2F7ACBQIyggIagcVB0%2FFBxUEmVub1urWm1tbm9bq1ps7csXoxXJyxejFfWoHFQf%2BvwcHywcVB2oICE%2FFBwAAAAMAFwAXBJkEmQAPABgAIQAAADIeAhQOAiIuAjQ%2BAQUiDgEVFBcBJhcBFjMyPgE1NAHj6tabW1ub1urWm1tbmwFLdMVyQQJLafX9uGhzdMVyBJlbm9bq1ptbW5vW6tabO3LFdHhpAktB0P24PnLFdHMAAAAAAQAXAFMEsAP5ABUAABMBNhYVESEyFh0BFAYjIREUBicBJjQnAgoQFwImFR0dFf3aFxD99hACRgGrDQoV%2Ft0dFcgVHf7dFQoNAasNJgAAAAABAAAAUwSZA%2FkAFQAACQEWFAcBBiY1ESEiJj0BNDYzIRE0NgJ%2FAgoQEP32EBf92hUdHRUCJhcD8f5VDSYN%2FlUNChUBIx0VyBUdASMVCgAAAAEAtwAABF0EmQAVAAAJARYGIyERFAYrASImNREhIiY3ATYyAqoBqw0KFf7dHRXIFR3%2B3RUKDQGrDSYEif32EBf92hUdHRUCJhcQAgoQAAAAAQC3ABcEXQSwABUAAAEzMhYVESEyFgcBBiInASY2MyERNDYCJsgVHQEjFQoN%2FlUNJg3%2BVQ0KFQEjHQSwHRX92hcQ%2FfYQEAIKEBcCJhUdAAABAAAAtwSZBF0AFwAACQEWFAcBBiY1EQ4DBz4ENxE0NgJ%2FAgoQEP32EBdesKWBJAUsW4fHfhcEVf5VDSYN%2FlUNChUBIwIkRHVNabGdcUYHAQYVCgACAAAAAASwBLAAFQArAAABITIWFREUBi8BBwYiLwEmND8BJyY2ASEiJjURNDYfATc2Mh8BFhQPARcWBgNSASwVHRUOXvkIFAhqBwf5Xg4I%2FiH%2B1BUdFQ5e%2BQgUCGoHB%2FleDggEsB0V%2FtQVCA5e%2BQcHaggUCPleDhX7UB0VASwVCA5e%2BQcHaggUCPleDhUAAAACAEkASQRnBGcAFQArAAABFxYUDwEXFgYjISImNRE0Nh8BNzYyASEyFhURFAYvAQcGIi8BJjQ%2FAScmNgP2agcH%2BV4OCBX%2B1BUdFQ5e%2BQgU%2FQwBLBUdFQ5e%2BQgUCGoHB%2FleDggEYGoIFAj5Xg4VHRUBLBUIDl75B%2F3xHRX%2B1BUIDl75BwdqCBQI%2BV4OFQAAAAADABcAFwSZBJkADwAfAC8AAAAyHgIUDgIiLgI0PgEFIyIGFxMeATsBMjY3EzYmAyMiBh0BFBY7ATI2PQE0JgHj6tabW1ub1urWm1tbmwGz0BQYBDoEIxQ2FCMEOgQYMZYKDw8KlgoPDwSZW5vW6tabW1ub1urWm7odFP7SFB0dFAEuFB3%2BDA8KlgoPDwqWCg8AAAAABQAAAAAEsASwAEkAVQBhAGgAbwAAATIWHwEWHwEWFxY3Nj8BNjc2MzIWHwEWHwIeATsBMhYdARQGKwEiBh0BIREjESE1NCYrASImPQE0NjsBMjY1ND8BNjc%2BBAUHBhY7ATI2LwEuAQUnJgYPAQYWOwEyNhMhIiY1ESkBERQGIyERAQQJFAUFFhbEFQ8dCAsmxBYXERUXMA0NDgQZCAEPCj0KDw8KMgoP%2FnDI%2FnAPCjIKDw8KPQsOCRkFDgIGFRYfAp2mBwQK2woKAzMDEP41sQgQAzMDCgrnCwMe%2FokKDwGQAlgPCv6JBLAEAgIKDXYNCxUJDRZ2DQoHIREQFRh7LAkLDwoyCg8PCq8BLP7UrwoPDwoyCg8GBQQwgBkUAwgWEQ55ogcKDgqVCgSqnQcECo8KDgr8cg8KAXf%2BiQoPAZAAAAAAAgAAAAwErwSmACsASQAAATYWFQYCDgQuAScmByYOAQ8BBiY1NDc%2BATc%2BAScuAT4BNz4GFyYGBw4BDwEOBAcOARY2Nz4CNz4DNz4BBI0IGgItQmxhi2KORDg9EQQRMxuZGhYqCFUYEyADCQIQOjEnUmFch3vAJQgdHyaiPT44XHRZUhcYDhItIRmKcVtGYWtbKRYEBKYDEwiy%2Ft3IlVgxEQgLCwwBAQIbG5kYEyJAJghKFRE8Hzdff4U%2FM0o1JSMbL0QJGCYvcSEhHjZST2c1ODwEJygeW0AxJUBff1UyFAABAF0AHgRyBM8ATwAAAQ4BHgQXLgc%2BATceAwYHDgQHBicmNzY3PgQuAScWDgMmJy4BJyY%2BBDcGHgM3PgEuAicmPgMCjScfCic4R0IgBBsKGAoQAwEJEg5gikggBhANPkpTPhZINx8SBgsNJysiCRZOQQoVNU1bYC9QZwICBAUWITsoCAYdJzIYHw8YIiYHDyJJYlkEz0OAZVxEOSQMBzgXOB42IzElKRIqg5Gnl0o3Z0c6IAYWCwYNAwQFIDhHXGF1OWiqb0sdBxUknF0XNTQ8PEUiNWNROBYJDS5AQVUhVZloUSkAAAAAA%2F%2FcAGoE1ARGABsAPwBRAAAAMh4FFA4FIi4FND4EBSYGFxYVFAYiJjU0NzYmBwYHDgEXHgQyPgM3NiYnJgUHDgEXFhcWNj8BNiYnJicuAQIGpJ17bk85HBw6T257naKde25POhwcOU9uewIPDwYIGbD4sBcIBw5GWg0ECxYyWl%2BDiINfWjIWCwQMWv3%2FIw8JCSU4EC0OIw4DDywtCyIERi1JXGJcSSpJXGJcSS0tSVxiXEkqSVxiXEncDwYTOT58sLB8OzcTBg9FcxAxEiRGXkQxMEVeRSQSMRF1HiQPLxJEMA0EDyIPJQ8sSRIEAAAABP%2FcAAAE1ASwABQAJwA7AEwAACEjNy4ENTQ%2BBTMyFzczEzceARUUDgMHNz4BNzYmJyYlBgcOARceBBc3LgE1NDc2JhcHDgEXFhcWNj8CJyYnLgECUJQfW6l2WSwcOU9ue51SPUEglCYvbIknUGqYUi5NdiYLBAw2%2FVFGWg0ECxIqSExoNSlrjxcIB3wjDwkJJTgQLQ4MFgMsLQsieBRhdHpiGxVJXGJcSS0Pef5StVXWNBpacm5jGq0xiD8SMRFGckVzEDESHjxRQTkNmhKnbjs3EwZwJA8vEkQwDQQPC1YELEkSBAAAAAP%2FngAABRIEqwALABgAKAAAJwE2FhcBFgYjISImJSE1NDY7ATIWHQEhAQczMhYPAQ4BKwEiJi8BJjZaAoIUOBQCghUbJfryJRsBCgFZDwqWCg8BWf5DaNAUGAQ6BCMUNhQjBDoEGGQEKh8FIfvgIEdEhEsKDw8KSwLT3x0U%2FBQdHRT8FB0AAAABAGQAFQSwBLAAKAAAADIWFREBHgEdARQGJyURFh0BFAYvAQcGJj0BNDcRBQYmPQE0NjcBETQCTHxYAWsPFhgR%2FplkGhPNzRMaZP6ZERgWDwFrBLBYPv6t%2FrsOMRQpFA0M%2Bf75XRRAFRAJgIAJEBVAFF0BB%2FkMDRQpFDEOAUUBUz4AAAARAAAAAARMBLAAHQAnACsALwAzADcAOwA%2FAEMARwBLAE8AUwBXAFsAXwBjAAABMzIWHQEzMhYdASE1NDY7ATU0NjsBMhYdASE1NDYBERQGIyEiJjURFxUzNTMVMzUzFTM1MxUzNTMVMzUFFTM1MxUzNTMVMzUzFTM1MxUzNQUVMzUzFTM1MxUzNTMVMzUzFTM1A1JkFR0yFR37tB0VMh0VZBUdAfQdAQ8dFfwYFR1kZGRkZGRkZGRk%2FHxkZGRkZGRkZGT8fGRkZGRkZGRkZASwHRUyHRWWlhUdMhUdHRUyMhUd%2FnD9EhUdHRUC7shkZGRkZGRkZGRkyGRkZGRkZGRkZGTIZGRkZGRkZGRkZAAAAAMAAAAZBXcElwAZACUANwAAARcWFA8BBiY9ASMBISImPQE0NjsBATM1NDYBBycjIiY9ATQ2MyEBFxYUDwEGJj0BIyc3FzM1NDYEb%2FkPD%2FkOFZ%2F9qP7dFR0dFdECWPEV%2FamNetEVHR0VASMDGvkPD%2FkOFfG1jXqfFQSN5g4qDuYOCBWW%2FagdFWQVHQJYlhUI%2FpiNeh0VZBUd%2Fk3mDioO5g4IFZa1jXqWFQgAAAABAAAAAASwBEwAEgAAEyEyFhURFAYjIQERIyImNRE0NmQD6Ck7Oyn9rP7QZCk7OwRMOyn9qCk7%2FtQBLDspAlgpOwAAAAMAZAAABEwEsAAJABMAPwAAEzMyFh0BITU0NiEzMhYdASE1NDYBERQOBSIuBTURIRUUFRwBHgYyPgYmNTQ9AZbIFR3%2B1B0C0cgVHf7UHQEPBhgoTGacwJxmTCgYBgEsAwcNFB8nNkI2Jx8TDwUFAQSwHRX6%2BhUdHRX6%2BhUd%2FnD%2B1ClJalZcPigoPlxWakkpASz6CRIVKyclIRsWEAgJEBccISUnKhURCPoAAAAB%2F%2F8A1ARMA8IABQAAAQcJAScBBEzG%2Fp%2F%2Bn8UCJwGbxwFh%2Fp%2FHAicAAQAAAO4ETQPcAAUAAAkCNwkBBE392v3ZxgFhAWEDFf3ZAifH%2Fp8BYQAAAAAC%2F1EAZAVfA%2BgAFAApAAABITIWFREzMhYPAQYiLwEmNjsBESElFxYGKwERIRchIiY1ESMiJj8BNjIBlALqFR2WFQgO5g4qDuYOCBWW%2FoP%2BHOYOCBWWAYHX%2FRIVHZYVCA7mDioD6B0V%2FdkVDvkPD%2FkOFQGRuPkOFf5wyB0VAiYVDvkPAAABAAYAAASeBLAAMAAAEzMyFh8BITIWBwMOASMhFyEyFhQGKwEVFAYiJj0BIRUUBiImPQEjIiYvAQMjIiY0NjheERwEJgOAGB4FZAUsIf2HMAIXFR0dFTIdKh3%2B1B0qHR8SHQYFyTYUHh4EsBYQoiUY%2FiUVK8gdKh0yFR0dFTIyFR0dFTIUCQoDwR0qHQAAAAACAAAAAASwBEwACwAPAAABFSE1MzQ2MyEyFhUFIREhBLD7UMg7KQEsKTv9RASw%2B1AD6GRkKTs7Kcj84AACAAAAAAXcBEwADAAQAAATAxEzNDYzITIWFSEVBQEhAcjIyDspASwqOgH0ASz%2B1PtQASwDIP5wAlgpOzspyGT9RAK8AAEBRQAAA2sErwAbAAABFxYGKwERMzIWDwEGIi8BJjY7AREjIiY%2FATYyAnvmDggVlpYVCA7mDioO5g4IFZaWFQgO5g4qBKD5DhX9pxUO%2BQ8P%2BQ4VAlkVDvkPAAAAAQABAUQErwNrABsAAAEXFhQPAQYmPQEhFRQGLwEmND8BNhYdASE1NDYDqPkODvkPFf2oFQ%2F5Dg75DxUCWBUDYOUPKQ%2FlDwkUl5cUCQ%2FlDykP5Q8JFZWVFQkAAAAEAAAAAASwBLAACQAZAB0AIQAAAQMuASMhIgYHAwUhIgYdARQWMyEyNj0BNCYFNTMVMzUzFQSRrAUkFP1gFCQFrAQt%2FBgpOzspA%2BgpOzv%2Bq2RkZAGQAtwXLSgV%2FR1kOylkKTs7KWQpO8hkZGRkAAAAA%2F%2BcAGQEsARMAAsAIwAxAAAAMhYVERQGIiY1ETQDJSMTFgYjIisBIiYnAj0BNDU0PgE7ASUBFSIuAz0BND4CNwRpKh0dKh1k%2FV0mLwMRFQUCVBQdBDcCCwzIAqP8GAQOIhoWFR0dCwRMHRX8rhUdHRUDUhX8mcj%2B7BAIHBUBUQ76AgQQDw36%2FtT6AQsTKRwyGigUDAEAAAACAEoAAARmBLAALAA1AAABMzIWDwEeARcTFzMyFhQGBw4EIyIuBC8BLgE0NjsBNxM%2BATcnJjYDFjMyNw4BIiYCKV4UEgYSU3oPP3YRExwaEggeZGqfTzl0XFU%2BLwwLEhocExF2Pw96UxIGEyQyNDUxDDdGOASwFRMlE39N%2FrmtHSkoBwQLHBYSCg4REg4FBAgoKR2tAUdNfhQgExr7vgYGMT09AAEAFAAUBJwEnAAXAAABNwcXBxcHFycHJwcnBzcnNyc3Jxc3FzcDIOBO6rS06k7gLZubLeBO6rS06k7gLZubA7JO4C2bmy3gTuq0tOpO4C2bmy3gTuq0tAADAAAAZASwBLAAIQAtAD0AAAEzMhYdAQchMhYdARQHAw4BKwEiJi8BIyImNRE0PwI%2BARcPAREzFzMTNSE3NQEzMhYVERQGKwEiJjURNDYCijIoPBwBSCg8He4QLBf6B0YfHz0tNxSRYA0xG2SWZIjW%2Bv4%2BMv12ZBUdHRVkFR0dBLBRLJZ9USxkLR3%2BqBghMhkZJCcBkCQbxMYcKGTU1f6JZAF3feGv%2FtQdFf4MFR0dFQH0FR0AAAAAAwAAAAAEsARMACAAMAA8AAABMzIWFxMWHQEUBiMhFh0BFAYrASImLwImNRE0NjsBNgUzMhYVERQGKwEiJjURNDYhByMRHwEzNSchNQMCWPoXLBDuHTwo%2FrgcPCgyGzENYJEUNy09fP3pZBUdHRVkFR0dAl%2BIZJZkMjIBwvoETCEY%2FqgdLWQsUXYHlixRKBzGxBskAZAnJGRkHRX%2BDBUdHRUB9BUdZP6J1dSv4X0BdwADAAAAZAUOBE8AGwA3AEcAAAElNh8BHgEPASEyFhQGKwEDDgEjISImNRE0NjcXERchEz4BOwEyNiYjISoDLgQnJj8BJwUzMhYVERQGKwEiJjURNDYBZAFrHxZuDQEMVAEuVGxuVGqDBhsP%2FqoHphwOOmQBJYMGGw%2FLFRMSFv44AgoCCQMHAwUDAQwRklb9T2QVHR0VZBUdHQNp5hAWcA0mD3lMkE7%2BrRUoog0CDRElCkj%2BCVkBUxUoMjIBAgIDBQIZFrdT5B0V%2FgwVHR0VAfQVHQAAAAP%2FnABkBLAETwAdADYARgAAAQUeBBURFAYjISImJwMjIiY0NjMhJyY2PwE2BxcWBw4FKgIjIRUzMhYXEyE3ESUFMzIWFREUBisBIiY1ETQ2AdsBbgIIFBANrAf%2Bqg8bBoNqVW1sVAEuVQsBDW4WSpIRDAIDBQMHAwkDCgH%2BJd0PHAaCASZq%2FqoCUGQVHR0VZBUdHQRP5gEFEBEXC%2F3zDaIoFQFTTpBMeQ8mDXAWrrcWGQIFAwICAWQoFf6tWQH37OQdFf4MFR0dFQH0FR0AAAADAGEAAARMBQ4AGwA3AEcAAAAyFh0BBR4BFREUBiMhIiYvAQMmPwE%2BAR8BETQXNTQmBhURHAMOBAcGLwEHEyE3ESUuAQMhMhYdARQGIyEiJj0BNDYB3pBOAVMVKKIN%2FfMRJQoJ5hAWcA0mD3nGMjIBAgIDBQIZFrdT7AH3Wf6tFSiWAfQVHR0V%2FgwVHR0FDm5UaoMGGw%2F%2BqgemHA4OAWsfFm4NAQxUAS5U1ssVExIW%2FjgCCgIJAwcDBQMBDBGSVv6tZAElgwYb%2FQsdFWQVHR0VZBUdAAP%2F%2FQAGA%2BgFFAAPAC0ASQAAASEyNj0BNCYjISIGHQEUFgEVFAYiJjURBwYmLwEmNxM%2BBDMhMhYVERQGBwEDFzc2Fx4FHAIVERQWNj0BNDY3JREnAV4B9BUdHRX%2BDBUdHQEPTpBMeQ8mDXAWEOYBBRARFwsCDQ2iKBX9iexTtxYZAgUDAgIBMjIoFQFTWQRMHRVkFR0dFWQVHfzmalRubFQBLlQMAQ1uFh8BawIIEw8Mpgf%2Bqg8bBgHP%2Fq1WkhEMAQMFAwcDCQIKAv44FhITFcsPGwaDASVkAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBJSYGHQEhIgYdARQWMyEVFBY3JTY0AeLs1ptbW5vW7NabW1ubAob%2B7RAX%2Fu0KDw8KARMXEAETEASaW5vW7NabW1ub1uzWm%2F453w0KFYkPCpYKD4kVCg3fDSYAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgENAQYUFwUWNj0BITI2PQE0JiMhNTQmAeLs1ptbW5vW7NabW1ubASX%2B7RAQARMQFwETCg8PCv7tFwSaW5vW7NabW1ub1uzWm%2BjfDSYN3w0KFYkPCpYKD4kVCgAAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBAyYiBwMGFjsBERQWOwEyNjURMzI2AeLs1ptbW5vW7NabW1ubAkvfDSYN3w0KFYkPCpYKD4kVCgSaW5vW7NabW1ub1uzWm%2F5AARMQEP7tEBf%2B7QoPDwoBExcAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEFIyIGFREjIgYXExYyNxM2JisBETQmAeLs1ptbW5vW7NabW1ubAZeWCg%2BJFQoN3w0mDd8NChWJDwSaW5vW7NabW1ub1uzWm7sPCv7tFxD%2B7RAQARMQFwETCg8AAAMAGAAYBJgEmAAPAJYApgAAADIeAhQOAiIuAjQ%2BASUOAwcGJgcOAQcGFgcOAQcGFgcUFgcyHgEXHgIXHgI3Fg4BFx4CFxQGFBcWNz4CNy4BJy4BJyIOAgcGJyY2NS4BJzYuAQYHBicmNzY3HgIXHgMfAT4CJyY%2BATc%2BAzcmNzIWMjY3LgMnND4CJiceAT8BNi4CJwYHFB4BFS4CJz4BNxYyPgEB5OjVm1xcm9Xo1ZtcXJsBZA8rHDoKDz0PFD8DAxMBAzEFCRwGIgEMFhkHECIvCxU%2FOR0HFBkDDRQjEwcFaHUeISQDDTAMD0UREi4oLBAzDwQBBikEAQMLGhIXExMLBhAGKBsGBxYVEwYFAgsFAwMNFwQGCQcYFgYQCCARFwkKKiFBCwQCAQMDHzcLDAUdLDgNEiEQEgg%2FKhADGgMKEgoRBJhcm9Xo1ZtcXJvV6NWbEQwRBwkCAwYFBycPCxcHInIWInYcCUcYChQECA4QBAkuHgQPJioRFRscBAcSCgwCch0kPiAIAQcHEAsBAgsLIxcBMQENCQIPHxkCFBkdHB4QBgEBBwoMGBENBAMMJSAQEhYXDQ4qFBkKEhIDCQsXJxQiBgEOCQwHAQ0DBAUcJAwSCwRnETIoAwEJCwsLJQcKDBEAAAAAAQAAAAIErwSFABYAAAE2FwUXNxYGBw4BJwEGIi8BJjQ3ASY2AvSkjv79kfsGUE08hjv9rA8rD28PDwJYIk8EhVxliuh%2BWYcrIgsW%2FawQEG4PKxACV2XJAAYAAABgBLAErAAPABMAIwAnADcAOwAAEyEyFh0BFAYjISImPQE0NgUjFTMFITIWHQEUBiMhIiY9ATQ2BSEVIQUhMhYdARQGIyEiJj0BNDYFIRUhZAPoKTs7KfwYKTs7BBHIyPwYA%2BgpOzsp%2FBgpOzsEEf4MAfT8GAPoKTs7KfwYKTs7BBH%2B1AEsBKw7KWQpOzspZCk7ZGTIOylkKTs7KWQpO2RkyDspZCk7OylkKTtkZAAAAAIAZAAABEwEsAALABEAABMhMhYUBiMhIiY0NgERBxEBIZYDhBUdHRX8fBUdHQI7yP6iA4QEsB0qHR0qHf1E%2FtTIAfQB9AAAAAMAAABkBLAEsAAXABsAJQAAATMyFh0BITIWFREhNSMVIRE0NjMhNTQ2FxUzNQEVFAYjISImPQEB9MgpOwEsKTv%2BDMj%2BDDspASw7KcgB9Dsp%2FBgpOwSwOylkOyn%2BcGRkAZApO2QpO2RkZP1EyCk7OynIAAAABAAAAAAEsASwABUAKwBBAFcAABMhMhYPARcWFA8BBiIvAQcGJjURNDYpATIWFREUBi8BBwYiLwEmND8BJyY2ARcWFA8BFxYGIyEiJjURNDYfATc2MgU3NhYVERQGIyEiJj8BJyY0PwE2MhcyASwVCA5exwcHaggUCMdeDhUdAzUBLBUdFQ5exwgUCGoHB8deDgj%2BL2oHB8deDggV%2FtQVHRUOXscIFALLXg4VHRX%2B1BUIDl7HBwdqCBQIBLAVDl7HCBQIagcHx14OCBUBLBUdHRX%2B1BUIDl7HBwdqCBQIx14OFf0maggUCMdeDhUdFQEsFQgOXscHzl4OCBX%2B1BUdFQ5exwgUCGoHBwAAAAYAAAAABKgEqAAPABsAIwA7AEMASwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiQyFhQGIiY0JDIWFAYjIicHFhUUBiImNTQ2PwImNTQEMhYUBiImNCQyFhQGIiY0Advy3Z9fX5%2Fd8t2gXl6gAcbgv29vv%2BC%2Fb2%2F%2BLS0gIC0gAUwtICAWDg83ETNIMykfegEJ%2FoctICAtIAIdLSAgLSAEqF%2Bf3fLdoF5eoN3y3Z9Xb7%2Fgv29vv%2BC%2FBiAtISEtICAtIQqRFxwkMzMkIDEFfgEODhekIC0gIC0gIC0gIC0AAf%2FYAFoEuQS8AFsAACUBNjc2JicmIyIOAwcABw4EFx4BMzI3ATYnLgEjIgcGBwEOASY0NwA3PgEzMhceARcWBgcOBgcGIyImJyY2NwE2NzYzMhceARcWBgcBDgEnLgECIgHVWwgHdl8WGSJBMD8hIP6IDx4eLRMNBQlZN0ozAiQkEAcdEhoYDRr%2Bqw8pHA4BRyIjQS4ODyw9DQ4YIwwod26La1YOOEBGdiIwGkQB%2F0coW2tQSE5nDxE4Qv4eDyoQEAOtAdZbZWKbEQQUGjIhH%2F6JDxsdNSg3HT5CMwIkJCcQFBcMGv6uDwEcKQ4BTSIjIQEINykvYyMLKnhuiWZMBxtAOU6%2BRAH%2FSBg3ISSGV121Qv4kDwIPDyYAAAACAGQAWASvBEQAGQBEAAABPgIeAhUUDgMHLgQ1ND4CHgEFIg4DIi4DIyIGFRQeAhcWFx4EMj4DNzY3PgQ1NCYCiTB7eHVYNkN5hKg%2BPqeFeEM4WnZ4eQEjIT8yLSohJyktPyJDbxtBMjMPBw86KzEhDSIzKUAMBAgrKT8dF2oDtURIBS1TdkA5eYB%2FslVVsn%2BAeTlAdlMtBUgtJjY1JiY1NiZvTRc4SjQxDwcOPCouGBgwKEALBAkpKkQqMhNPbQACADn%2F8gR3BL4AFwAuAAAAMh8BFhUUBg8BJi8BNycBFwcvASY0NwEDNxYfARYUBwEGIi8BJjQ%2FARYfAQcXAQKru0KNQjgiHR8uEl%2F3%2FnvUaRONQkIBGxJpCgmNQkL%2B5UK6Qo1CQjcdLhJf9wGFBL5CjUJeKmsiHTUuEl%2F4%2FnvUahKNQrpCARv%2BRmkICY1CukL%2B5UJCjUK7Qjc3LxFf%2BAGFAAAAAAMAyAAAA%2BgEsAARABUAHQAAADIeAhURFAYjISImNRE0PgEHESERACIGFBYyNjQCBqqaZDo7Kf2oKTs8Zj4CWP7%2FVj09Vj0EsB4uMhX8Ryk7OykDuRUzLar9RAK8%2FRY9Vj09VgABAAAAAASwBLAAFgAACQEWFAYiLwEBEScBBRMBJyEBJyY0NjIDhgEbDx0qDiT%2B6dT%2BzP7oywEz0gEsAQsjDx0qBKH%2B5g8qHQ8j%2FvX%2B1NL%2BzcsBGAE01AEXJA4qHQAAAAADAScAEQQJBOAAMgBAAEsAAAEVHgQXIy4DJxEXHgQVFAYHFSM1JicuASczHgEXEScuBDU0PgI3NRkBDgMVFB4DFxYXET4ENC4CArwmRVI8LAKfBA0dMydAIjxQNyiym2SWVygZA4sFV0obLkJOMCAyVWg6HSoqFQ4TJhkZCWgWKTEiGBkzNwTgTgUTLD9pQiQuLBsH%2Fs0NBxMtPGQ%2Bi6oMTU8QVyhrVk1iEAFPCA4ZLzlYNkZwSCoGTf4SARIEDh02Jh0rGRQIBgPQ%2FsoCCRYgNEM0JRkAAAABAGQAZgOUBK0ASgAAATIeARUjNC4CIyIGBwYVFB4BFxYXMxUjFgYHBgc%2BATM2FjMyNxcOAyMiLgEHDgEPASc%2BBTc%2BAScjNTMmJy4CPgE3NgIxVJlemSc8OxolVBQpGxoYBgPxxQgVFS02ImIWIIwiUzUyHzY4HCAXanQmJ1YYFzcEGAcTDBEJMAwk3aYXFQcKAg4tJGEErVCLTig%2FIhIdFSw5GkowKgkFZDKCHj4yCg8BIh6TExcIASIfBAMaDAuRAxAFDQsRCjePR2QvORQrREFMIVgAAAACABn%2F%2FwSXBLAADwAfAAABMzIWDwEGIi8BJjY7AREzBRcWBisBESMRIyImPwE2MgGQlhUIDuYOKg7mDggVlsgCF%2BYOCBWWyJYVCA7mDioBLBYO%2Bg8P%2Bg4WA4QQ%2BQ4V%2FHwDhBUO%2BQ8AAAQAGf%2F%2FA%2BgEsAAHABcAGwAlAAABIzUjFSMRIQEzMhYPAQYiLwEmNjsBETMFFTM1EwczFSE1NyM1IQPoZGRkASz9qJYVCA7mDioO5g4IFZbIAZFkY8jI%2FtTIyAEsArxkZAH0%2FHwWDvoPD%2FoOFgOEZMjI%2FRL6ZJb6ZAAAAAAEABn%2F%2FwPoBLAADwAZACEAJQAAATMyFg8BBiIvASY2OwERMwUHMxUhNTcjNSERIzUjFSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAljIyP7UyMgBLGRkZAEsx2QBLBYO%2Bg8P%2Bg4WA4SW%2BmSW%2BmT7UGRkAfRkyMgAAAAEABn%2F%2FwRMBLAADwAVABsAHwAAATMyFg8BBiIvASY2OwERMwEjESM1MxMjNSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAlhkZMhkZMgBLMdkASwWDvoPD%2FoOFgOE%2FgwBkGT7UGQBkGTIyAAAAAAEABn%2F%2FwRMBLAADwAVABkAHwAAATMyFg8BBiIvASY2OwERMwEjNSMRIQcVMzUDIxEjNTMBkJYVCA7mDioO5g4IFZbIArxkyAEsx2QBZGTIASwWDvoPD%2FoOFgOE%2FgxkAZBkyMj7tAGQZAAAAAAFABn%2F%2FwSwBLAADwATABcAGwAfAAABMzIWDwEGIi8BJjY7AREzBSM1MxMhNSETITUhEyE1IQGQlhUIDuYOKg7mDggVlsgB9MjIZP7UASxk%2FnABkGT%2BDAH0ASwWDvoPD%2FoOFgOEyMj%2BDMj%2BDMj%2BDMgABQAZ%2F%2F8EsASwAA8AEwAXABsAHwAAATMyFg8BBiIvASY2OwERMwUhNSEDITUhAyE1IQMjNTMBkJYVCA7mDioO5g4IFZbIAyD%2BDAH0ZP5wAZBk%2FtQBLGTIyAEsFg76Dw%2F6DhYDhMjI%2FgzI%2FgzI%2FgzIAAIAAAAABEwETAAPAB8AAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmAV4BkKK8u6P%2BcKW5uQJn%2FgwpOzspAfQpOzsETLuj%2FnClubmlAZClucg7Kf4MKTs7KQH0KTsAAAAAAwAAAAAETARMAA8AHwArAAABITIWFREUBiMhIiY1ETQ2BSEiBhURFBYzITI2NRE0JgUXFhQPAQYmNRE0NgFeAZClubml%2FnCju7wCZP4MKTs7KQH0KTs7%2Fm%2F9ERH9EBgYBEy5pf5wpbm5pQGQo7vIOyn%2BDCk7OykB9Ck7gr4MJAy%2BDAsVAZAVCwAAAAADAAAAAARMBEwADwAfACsAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFg8BBiIvASY2AV4BkKO7uaX%2BcKW5uQJn%2FgwpOzspAfQpOzv%2BFQGQFQsMvgwkDL4MCwRMvKL%2BcKW5uaUBkKO7yDsp%2FgwpOzspAfQpO8gYEP0REf0QGAAAAAMAAAAABEwETAAPAB8AKwAAASEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFFxYGIyEiJj8BNjIBXgGQpbm5pf5wo7u5Amf%2BDCk7OykB9Ck7O%2F77vgwLFf5wFQsMvgwkBEy5pf5wo7u8ogGQpbnIOyn%2BDCk7OykB9Ck7z%2F0QGBgQ%2FREAAAAAAgAAAAAFFARMAB8ANQAAASEyFhURFAYjISImPQE0NjMhMjY1ETQmIyEiJj0BNDYHARYUBwEGJj0BIyImPQE0NjsBNTQ2AiYBkKW5uaX%2BcBUdHRUBwik7Oyn%2BPhUdHb8BRBAQ%2FrwQFvoVHR0V%2BhYETLml%2FnCluR0VZBUdOykB9Ck7HRVkFR3p%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgAAAQDZAAID1wSeACMAAAEXFgcGAgclMhYHIggBBwYrAScmNz4BPwEhIicmNzYANjc2MwMZCQgDA5gCASwYEQ4B%2Fvf%2B8wQMDgkJCQUCUCcn%2FtIXCAoQSwENuwUJEASeCQoRC%2F5TBwEjEv7K%2FsUFDwgLFQnlbm4TFRRWAS%2FTBhAAAAACAAAAAAT%2BBEwAHwA1AAABITIWHQEUBiMhIgYVERQWMyEyFh0BFAYjISImNRE0NgUBFhQHAQYmPQEjIiY9ATQ2OwE1NDYBXgGQFR0dFf4%2BKTs7KQHCFR0dFf5wpbm5AvEBRBAQ%2FrwQFvoVHR0V%2BhYETB0VZBUdOyn%2BDCk7HRVkFR25pQGQpbnp%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgACAAAAAASwBLAAFQAxAAABITIWFREUBi8BAQYiLwEmNDcBJyY2ASMiBhURFBYzITI2PQE3ERQGIyEiJjURNDYzIQLuAZAVHRUObf7IDykPjQ8PAThtDgj%2B75wpOzspAfQpO8i7o%2F5wpbm5pQEsBLAdFf5wFQgObf7IDw%2BNDykPAThtDhX%2B1Dsp%2FgwpOzsplMj%2B1qW5uaUBkKW5AAADAA4ADgSiBKIADwAbACMAAAAyHgIUDgIiLgI0PgEEIg4BFB4BMj4BNCYEMhYUBiImNAHh7tmdXV2d2e7ZnV1dnQHD5sJxccLmwnFx%2FnugcnKgcgSiXZ3Z7tmdXV2d2e7ZnUdxwubCcXHC5sJzcqBycqAAAAMAAAAABEwEsAAVAB8AIwAAATMyFhURMzIWBwEGIicBJjY7ARE0NgEhMhYdASE1NDYFFTM1AcLIFR31FAoO%2FoEOJw3%2BhQ0JFfod%2FoUD6BUd%2B7QdA2dkBLAdFf6iFg%2F%2BVg8PAaoPFgFeFR38fB0V%2BvoVHWQyMgAAAAMAAAAABEwErAAVAB8AIwAACQEWBisBFRQGKwEiJj0BIyImNwE%2BAQEhMhYdASE1NDYFFTM1AkcBeg4KFfQiFsgUGPoUCw4Bfw4n%2FfkD6BUd%2B7QdA2dkBJ7%2BTQ8g%2BhQeHRX6IQ8BrxAC%2FH8dFfr6FR1kMjIAAwAAAAAETARLABQAHgAiAAAJATYyHwEWFAcBBiInASY0PwE2MhcDITIWHQEhNTQ2BRUzNQGMAXEHFQeLBwf98wcVB%2F7cBweLCBUH1APoFR37tB0DZ2QC0wFxBweLCBUH%2FfMICAEjCBQIiwcH%2FdIdFfr6FR1kMjIABAAAAAAETASbAAkAGQAjACcAABM3NjIfAQcnJjQFNzYWFQMOASMFIiY%2FASc3ASEyFh0BITU0NgUVMzWHjg4qDk3UTQ4CFtIOFQIBHRX9qxUIDtCa1P49A%2BgVHfu0HQNnZAP%2Fjg4OTdRMDyqa0g4IFf2pFB4BFQ7Qm9T9Oh0V%2BvoVHWQyMgAAAAQAAAAABEwEsAAPABkAIwAnAAABBR4BFRMUBi8BByc3JyY2EwcGIi8BJjQ%2FAQEhMhYdASE1NDYFFTM1AV4CVxQeARUO0JvUm9IOCMNMDyoOjg4OTf76A%2BgVHfu0HQNnZASwAgEdFf2rFQgO0JrUmtIOFf1QTQ4Ojg4qDk3%2BWB0V%2BvoVHWQyMgACAAT%2F7ASwBK8ABQAIAAAlCQERIQkBFQEEsP4d%2Fsb%2BcQSs%2FTMCq2cBFP5xAacDHPz55gO5AAAAAAIAAABkBEwEsAAVABkAAAERFAYrAREhESMiJjURNDY7AREhETMHIzUzBEwdFZb9RJYVHR0V%2BgH0ZMhkZAPo%2FK4VHQGQ%2FnAdFQPoFB7%2B1AEsyMgAAAMAAABFBN0EsAAWABoALwAAAQcBJyYiDwEhESMiJjURNDY7AREhETMHIzUzARcWFAcBBiIvASY0PwE2Mh8BATYyBEwC%2FtVfCRkJlf7IlhUdHRX6AfRkyGRkAbBqBwf%2BXAgUCMoICGoHFQdPASkHFQPolf7VXwkJk%2F5wHRUD6BQe%2FtQBLMjI%2Fc5qBxUH%2FlsHB8sHFQdqCAhPASkHAAMAAAANBQcEsAAWABoAPgAAAREHJy4BBwEhESMiJjURNDY7AREhETMHIzUzARcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyBExnhg8lEP72%2FreWFR0dFfoB9GTIZGQB9kYPD4ODDw9GDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykD6P7zZ4YPAw7%2B9v5wHRUD6BQe%2FtQBLMjI%2FYxGDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykPRg8Pg4MPAAADAAAAFQSXBLAAFQAZAC8AAAERISIGHQEhESMiJjURNDY7AREhETMHIzUzEzMyFh0BMzIWDwEGIi8BJjY7ATU0NgRM%2FqIVHf4MlhUdHRX6AfRkyGRklmQVHZYVCA7mDioO5g4IFZYdA%2Bj%2B1B0Vlv5wHRUD6BQe%2FtQBLMjI%2FagdFfoVDuYODuYOFfoVHQAAAAADAAAAAASXBLAAFQAZAC8AAAERJyYiBwEhESMiJjURNDY7AREhETMHIzUzExcWBisBFRQGKwEiJj0BIyImPwE2MgRMpQ4qDv75%2Fm6WFR0dFfoB9GTIZGTr5g4IFZYdFWQVHZYVCA7mDioD6P5wpQ8P%2Fvf%2BcB0VA%2BgUHv7UASzIyP2F5Q8V%2BhQeHhT6FQ%2FlDwADAAAAyASwBEwACQATABcAABMhMhYdASE1NDYBERQGIyEiJjURExUhNTIETBUd%2B1AdBJMdFfu0FR1kAZAETB0VlpYVHf7U%2FdoVHR0VAib%2B1MjIAAAGAAMAfQStBJcADwAZAB0ALQAxADsAAAEXFhQPAQYmPQEhNSE1NDYBIyImPQE0NjsBFyM1MwE3NhYdASEVIRUUBi8BJjQFIzU7AjIWHQEUBisBA6f4Dg74DhX%2BcAGQFf0vMhUdHRUyyGRk%2FoL3DhUBkP5wFQ73DwOBZGRkMxQdHRQzBI3mDioO5g4IFZbIlhUI%2FoUdFWQVHcjI%2FcvmDggVlsiWFQgO5g4qecgdFWQVHQAAAAACAGQAAASwBLAAFgBRAAABJTYWFREUBisBIiY1ES4ENRE0NiUyFh8BERQOAg8BERQGKwEiJjURLgQ1ETQ%2BAzMyFh8BETMRPAE%2BAjMyFh8BETMRND4DA14BFBklHRXIFR0EDiIaFiX%2B4RYZAgEVHR0LCh0VyBUdBA4iGhYBBwoTDRQZAgNkBQkVDxcZAQFkAQUJFQQxdBIUH%2FuuFR0dFQGNAQgbHzUeAWcfRJEZDA3%2BPhw%2FMSkLC%2F5BFR0dFQG%2FBA8uLkAcAcICBxENCxkMDf6iAV4CBxENCxkMDf6iAV4CBxENCwABAGQAAASwBEwAMwAAARUiDgMVERQWHwEVITUyNjURIREUFjMVITUyPgM1ETQmLwE1IRUiBhURIRE0JiM1BLAEDiIaFjIZGf5wSxn%2BDBlL%2FnAEDiIaFjIZGQGQSxkB9BlLBEw4AQUKFA78iBYZAQI4OA0lAYr%2BdiUNODgBBQoUDgN4FhkBAjg4DSX%2BdgGKJQ04AAAABgAAAAAETARMAAwAHAAgACQAKAA0AAABITIWHQEjBTUnITchBSEyFhURFAYjISImNRE0NhcVITUBBTUlBRUhNQUVFAYjIQchJyE3MwKjAXcVHWn%2B2cj%2BcGQBd%2F4lASwpOzsp%2FtQpOzspASwCvP5wAZD8GAEsArwdFf6JZP6JZAGQyGkD6B0VlmJiyGTIOyn%2BDCk7OykB9Ck7ZMjI%2FveFo4XGyMhm%2BBUdZGTIAAEAEAAQBJ8EnwAmAAATNzYWHwEWBg8BHgEXNz4BHwEeAQ8BBiIuBicuBTcRohEuDosOBhF3ZvyNdxEzE8ATBxGjAw0uMUxPZWZ4O0p3RjITCwED76IRBhPCFDERdo78ZXYRBA6IDi8RogEECBUgNUNjO0qZfHNVQBAAAAACAAAAAASwBEwAIwBBAAAAMh4EHwEVFAYvAS4BPQEmIAcVFAYPAQYmPQE%2BBRIyHgIfARUBHgEdARQGIyEiJj0BNDY3ATU0PgIB%2FLimdWQ%2FLAkJHRTKFB2N%2FsKNHRTKFB0DDTE7ZnTKcFImFgEBAW0OFR0V%2B7QVHRUOAW0CFiYETBUhKCgiCgrIFRgDIgMiFZIYGJIVIgMiAxgVyAQNJyQrIP7kExwcCgoy%2FtEPMhTUFR0dFdQUMg8BLzIEDSEZAAADAAAAAASwBLAADQAdACcAAAEHIScRMxUzNTMVMzUzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYETMj9qMjIyMjIyPyuArwVHR0VDIn8SokMFR0dswRMFR37UB0CvMjIAfTIyMjI%2FOAdKh1kZB0qHf7UHRUyMhUdAAAAAwBkAAAEsARMAAkAEwAdAAABIyIGFREhETQmASMiBhURIRE0JgEhETQ2OwEyFhUCvGQpOwEsOwFnZCk7ASw7%2FRv%2B1DspZCk7BEw7KfwYA%2BgpO%2F7UOyn9RAK8KTv84AGQKTs7KQAAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQURByMRMwcRMxHIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkyMhkZARMsHz%2BDHywsHwB9HywyP1EArzIZP7UZGQBLGT%2B1GQB9GT%2B1AEsAAAABf%2BcAAAEsARMAA8AEwAfACUAKQAAEyEyFhURFAYjISImNRE0NhcRIREBIzUjFSMRMxUzNTMFEQcjETMHETMRyAK8fLCwfP1EfLCwGAOE%2FgxkZGRkZGQBkGTIyGRkBEywfP4MfLCwfAH0fLDI%2FUQCvP2oyMgB9MjIZP7UZAH0ZP7UASwABP%2BcAAAEsARMAA8AEwAbACMAABMhMhYVERQGIyEiJjURNDYXESERBSMRMxUhESEFIxEzFSERIcgCvHywsHz9RHywsBgDhP4MyMj%2B1AEsAZDIyP7UASwETLB8%2Fgx8sLB8AfR8sMj9RAK8yP7UZAH0ZP7UZAH0AAAABP%2BcAAAEsARMAA8AEwAWABkAABMhMhYVERQGIyEiJjURNDYXESERAS0BDQERyAK8fLCwfP1EfLCwGAOE%2Fgz%2B1AEsAZD%2B1ARMsHz%2BDHywsHwB9HywyP1EArz%2BDJaWlpYBLAAAAAX%2FnAAABLAETAAPABMAFwAgACkAABMhMhYVERQGIyEiJjURNDYXESERAyERIQcjIgYVFBY7AQERMzI2NTQmI8gCvHywsHz9RHywsBgDhGT9RAK8ZIImOTYpgv4Mgik2OSYETLB8%2Fgx8sLB8AfR8sMj9RAK8%2FagB9GRWQUFUASz%2B1FRBQVYAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkZMjIZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yGT%2B1GRkASz%2BDAGQZP4MZAAG%2F5wAAASwBEwADwATABkAHwAjACcAABMhMhYVERQGIyEiJjURNDYXESERBTMRIREzASMRIzUzBRUzNQEjNTPIArx8sLB8%2FUR8sLAYA4T9RMj%2B1GQCWGRkyP2oZAEsZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yP5wAfT%2BDAGQZMjIyP7UZAAF%2F5wAAASwBEwADwATABwAIgAmAAATITIWFREUBiMhIiY1ETQ2FxEhEQEHIzU3NSM1IQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMdkx8gBLAGQZGTIx2RkBEywfP4MfLCwfAH0fLDI%2FUQCvP5wyDLIlmT%2BDAGQZP4MZAAAAAMACQAJBKcEpwAPABsAJQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgchFSEVISc1NyEB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWz%2B1AEs%2FtRkZAEsBKdentvw255eXp7b8NueTHHC5MJxccLkwtDIZGTIZAAAAAAEAAkACQSnBKcADwAbACcAKwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcVBxcVIycjFSMRIQcVMzUB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWwyZGRklmQBLMjIBKdentvw255eXp7b8NueTHHC5MJxccLkwtBkMmQyZGQBkGRkZAAAAv%2Fy%2F50EwgRBACAANgAAATIWFzYzMhYUBisBNTQmIyEiBh0BIyImNTQ2NyY1ND4BEzMyFhURMzIWDwEGIi8BJjY7ARE0NgH3brUsLC54qqp4gB0V%2FtQVHd5QcFZBAmKqepYKD4kVCg3fDSYN3w0KFYkPBEF3YQ6t8a36FR0dFfpzT0VrDhMSZKpi%2FbMPCv7tFxD0EBD0EBcBEwoPAAAAAAL%2F8v%2BcBMMEQQAcADMAAAEyFhc2MzIWFxQGBwEmIgcBIyImNTQ2NyY1ND4BExcWBisBERQGKwEiJjURIyImNzY3NjIB9m62LCsueaoBeFr%2Bhg0lDf6DCU9xVkECYqnm3w0KFYkPCpYKD4kVCg3HGBMZBEF3YQ%2BteGOkHAFoEBD%2Bk3NPRWsOExNkqWP9kuQQF%2F7tCg8PCgETFxDMGBMAAAABAGQAAARMBG0AGAAAJTUhATMBMwkBMwEzASEVIyIGHQEhNTQmIwK8AZD%2B8qr%2B8qr%2B1P7Uqv7yqv7yAZAyFR0BkB0VZGQBLAEsAU3%2Bs%2F7U%2FtRkHRUyMhUdAAAAAAEAeQAABDcEmwAvAAABMhYXHgEVFAYHFhUUBiMiJxUyFh0BITU0NjM1BiMiJjU0Ny4BNTQ2MzIXNCY1NDYCWF6TGll7OzIJaUo3LRUd%2FtQdFS03SmkELzlpSgUSAqMEm3FZBoNaPWcfHRpKaR77HRUyMhUd%2Bx5pShIUFVg1SmkCAhAFdKMAAAAGACcAFASJBJwAEQAqAEIASgBiAHsAAAEWEgIHDgEiJicmAhI3PgEyFgUiBw4BBwYWHwEWMzI3Njc2Nz4BLwEmJyYXIgcOAQcGFh8BFjMyNz4BNz4BLwEmJyYWJiIGFBYyNjciBw4BBw4BHwEWFxYzMjc%2BATc2Ji8BJhciBwYHBgcOAR8BFhcWMzI3PgE3NiYvASYD8m9PT29T2dzZU29PT29T2dzZ%2Fj0EBHmxIgQNDCQDBBcGG0dGYAsNAwkDCwccBAVQdRgEDA0iBAQWBhJROQwMAwkDCwf5Y4xjY4xjVhYGElE6CwwDCQMLBwgEBVB1GAQNDCIEjRcGG0dGYAsNAwkDCwcIBAR5sSIEDQwkAwPyb%2F7V%2FtVvU1dXU28BKwErb1NXVxwBIrF5DBYDCQEWYEZHGwMVDCMNBgSRAhh1UA0WAwkBFTpREgMVCyMMBwT6Y2OMY2MVFTpREQQVCyMMBwQCGHVQDRYDCQEkFmBGRxsDFQwjDQYEASKxeQwWAwkBAAAABQBkAAAD6ASwAAwADwAWABwAIgAAASERIzUhFSERNDYzIQEjNQMzByczNTMDISImNREFFRQGKwECvAEstP6s%2FoQPCgI%2FASzIZKLU1KJktP51Cg8DhA8KwwMg%2FoTIyALzCg%2F%2B1Mj84NTUyP4MDwoBi8jDCg8AAAAABQBkAAAD6ASwAAkADAATABoAIQAAASERCQERNDYzIQEjNRMjFSM1IzcDISImPQEpARUUBisBNQK8ASz%2Bov3aDwoCPwEsyD6iZKLUqv6dCg8BfAIIDwqbAyD9%2BAFe%2FdoERwoP%2FtTI%2FHzIyNT%2BZA8KNzcKD1AAAAAAAwAAAAAEsAP0AAgAGQAfAAABIxUzFyERIzcFMzIeAhUhFSEDETM0PgIBMwMhASEEiqJkZP7UotT9EsgbGiEOASz9qMhkDiEaAnPw8PzgASwB9AMgyGQBLNTUBBErJGT%2BogHCJCsRBP5w%2FnAB9AAAAAMAAAAABEwETAAZADIAOQAAATMyFh0BMzIWHQEUBiMhIiY9ATQ2OwE1NDYFNTIWFREUBiMhIic3ARE0NjMVFBYzITI2AQc1IzUzNQKKZBUdMhUdHRX%2B1BUdHRUyHQFzKTs7Kf2oARP2%2Fro7KVg%2BASw%2BWP201MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7KfzgKTsE9gFGAUQpO5Y%2BWFj95tSiZKIAAwBkAAAEvARMABkANgA9AAABMzIWHQEzMhYdARQGIyEiJj0BNDY7ATU0NgU1MhYVESMRMxQOAiMhIiY1ETQ2MxUUFjMhMjYBBzUjNTM1AcJkFR0yFR0dFf7UFR0dFTIdAXMpO8jIDiEaG%2F2oKTs7KVg%2BASw%2BWAGc1MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7Kf4M%2FtQkKxEEOykDICk7lj5YWP3m1KJkogAAAAP%2FogAABRYE1AALABsAHwAACQEWBiMhIiY3ATYyEyMiBhcTHgE7ATI2NxM2JgMVMzUCkgJ9FyAs%2BwQsIBcCfRZARNAUGAQ6BCMUNhQjBDoEGODIBK37sCY3NyYEUCf%2BTB0U%2FtIUHR0UAS4UHf4MZGQAAAAACQAAAAAETARMAA8AHwAvAD8ATwBfAG8AfwCPAAABMzIWHQEUBisBIiY9ATQ2EzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBqfoKDw8K%2BgoPDwr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPDwRMDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg%2F%2B1A8KlgoPDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKDw8KlgoPAAAAAwAAAAAEsAUUABkAKQAzAAABMxUjFSEyFg8BBgchJi8BJjYzITUjNTM1MwEhMhYUBisBFyE3IyImNDYDITIWHQEhNTQ2ArxkZAFePjEcQiko%2FPwoKUIcMT4BXmRkyP4%2BArwVHR0VDIn8SooNFR0dswRMFR37UB0EsMhkTzeEUzMzU4Q3T2TIZPx8HSodZGQdKh3%2B1B0VMjIVHQAABAAAAAAEsAUUAAUAGQArADUAAAAyFhUjNAchFhUUByEyFg8BIScmNjMhJjU0AyEyFhQGKwEVBSElNSMiJjQ2AyEyFh0BITU0NgIwUDnCPAE6EgMBSCkHIq%2F9WrIiCikBSAOvArwVHR0VlgET%2FEoBE5YVHR2zBEwVHftQHQUUOykpjSUmCBEhFpGRFiERCCb%2BlR0qHcjIyMgdKh39qB0VMjIVHQAEAAAAAASwBJ0ABwAUACQALgAAADIWFAYiJjQTMzIWFRQXITY1NDYzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYCDZZqapZqty4iKyf%2BvCcrI%2F7NArwVHR0VDYr8SokMFR0dswRMFR37UB0EnWqWamqW%2Fus5Okxra0w6Of5yHSodZGQdKh3%2B1B0VMjIVHQAEAAAAAASwBRQADwAcACwANgAAATIeARUUBiImNTQ3FzcnNhMzMhYVFBchNjU0NjMBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYL1szb5xvIpBvoyIfLiIrJ%2F68Jysj%2Fs0CvBUdHRUNivxKiQwVHR2zBEwVHftQHQUUa4s2Tm9vTj5Rj2%2BjGv4KOTpMa2tMOjn%2Bch0qHWRkHSod%2FtQdFTIyFR0AAAADAAAAAASwBRIAEgAiACwAAAEFFSEUHgMXIS4BNTQ%2BAjcBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYASz%2B1CU%2FP00T%2Fe48PUJtj0r%2BogK8FR0dFQ2K%2FEqJDBUdHbMETBUd%2B1AdBLChizlmUT9IGVO9VFShdksE%2FH4dKh1kZB0qHf7UHRUyMhUdAAIAyAAAA%2BgFFAAPACkAAAAyFh0BHgEdASE1NDY3NTQDITIWFyMVMxUjFTMVIxUzFAYjISImNRE0NgIvUjsuNv5wNi5kAZA2XBqsyMjIyMh1U%2F5wU3V1BRQ7KU4aXDYyMjZcGk4p%2Fkc2LmRkZGRkU3V1UwGQU3UAAAMAZP%2F%2FBEwETAAPAC8AMwAAEyEyFhURFAYjISImNRE0NgMhMhYdARQGIyEXFhQGIi8BIQcGIiY0PwEhIiY9ATQ2BQchJ5YDhBUdHRX8fBUdHQQDtgoPDwr%2B5eANGiUNWP30Vw0mGg3g%2Ft8KDw8BqmQBRGQETB0V%2FgwVHR0VAfQVHf1EDwoyCg%2FgDSUbDVhYDRslDeAPCjIKD2RkZAAAAAAEAAAAAASwBEwAGQAjAC0ANwAAEyEyFh0BIzQmKwEiBhUjNCYrASIGFSM1NDYDITIWFREhETQ2ExUUBisBIiY9ASEVFAYrASImPQHIAyBTdWQ7KfopO2Q7KfopO2R1EQPoKTv7UDvxHRVkFR0D6B0VZBUdBEx1U8gpOzspKTs7KchTdf4MOyn%2B1AEsKTv%2BDDIVHR0VMjIVHR0VMgADAAEAAASpBKwADQARABsAAAkBFhQPASEBJjQ3ATYyCQMDITIWHQEhNTQ2AeACqh8fg%2F4f%2FfsgIAEnH1n%2BrAFWAS%2F%2Bq6IDIBUd%2FHwdBI39VR9ZH4MCBh9ZHwEoH%2F5u%2FqoBMAFV%2FBsdFTIyFR0AAAAAAgCPAAAEIQSwABcALwAAAQMuASMhIgYHAwYWMyEVFBYyNj0BMzI2AyE1NDY7ATU0NjsBETMRMzIWHQEzMhYVBCG9CCcV%2FnAVJwi9CBMVAnEdKh19FROo%2Fa0dFTIdFTDILxUdMhUdAocB%2BhMcHBP%2BBhMclhUdHRWWHP2MMhUdMhUdASz%2B1B0VMh0VAAAEAAAAAASwBLAADQAQAB8AIgAAASERFAYjIREBNTQ2MyEBIzUBIREUBiMhIiY1ETQ2MyEBIzUDhAEsDwr%2Bif7UDwoBdwEsyP2oASwPCv12Cg8PCgF3ASzIAyD9wQoPAk8BLFQKD%2F7UyP4M%2FcEKDw8KA7YKD%2F7UyAAC%2F5wAZAUUBEcARgBWAAABMzIeAhcWFxY2NzYnJjc%2BARYXFgcOASsBDgEPAQ4BKwEiJj8BBisBIicHDgErASImPwEmLwEuAT0BNDY7ATY3JyY2OwE2BSMiBh0BFBY7ATI2PQE0JgHkw0uOakkMEhEfQwoKGRMKBQ8XDCkCA1Y9Pgc4HCcDIhVkFRgDDDEqwxgpCwMiFWQVGAMaVCyfExwdFXwLLW8QBxXLdAFF%2BgoPDwr6Cg8PBEdBa4pJDgYKISAiJRsQCAYIDCw9P1c3fCbqFB0dFEYOCEAUHR0UnUplNQcmFTIVHVdPXw4TZV8PCjIKDw8KMgoPAAb%2FnP%2FmBRQEfgAJACQANAA8AFIAYgAAASU2Fh8BFgYPASUzMhYfASEyFh0BFAYHBQYmJyYjISImPQE0NhcjIgYdARQ7ATI2NTQmJyYEIgYUFjI2NAE3PgEeARceAT8BFxYGDwEGJi8BJjYlBwYfAR4BPwE2Jy4BJy4BAoEBpxMuDiAOAxCL%2FCtqQ0geZgM3FR0cE%2F0fFyIJKjr%2B1D5YWLlQExIqhhALIAsSAYBALS1ALf4PmBIgHhMQHC0aPzANITNQL3wpgigJASlmHyElDR0RPRMFAhQHCxADhPcICxAmDyoNeMgiNtQdFTIVJgeEBBQPQ1g%2ByD5YrBwVODMQEAtEERzJLUAtLUD%2B24ITChESEyMgAwWzPUkrRSgJL5cvfRxYGyYrDwkLNRAhFEgJDAQAAAAAAwBkAAAEOQSwAFEAYABvAAABMzIWHQEeARcWDgIPATIeBRUUDgUjFRQGKwEiJj0BIxUUBisBIiY9ASMiJj0BNDY7AREjIiY9ATQ2OwE1NDY7ATIWHQEzNTQ2AxUhMj4CNTc0LgMjARUhMj4CNTc0LgMjAnGWCg9PaAEBIC4uEBEGEjQwOiodFyI2LUAjGg8KlgoPZA8KlgoPrwoPDwpLSwoPDwqvDwqWCg9kD9cBBxwpEwsBAQsTKRz%2B%2BQFrHCkTCwEBCxMpHASwDwptIW1KLk0tHwYGAw8UKDJOLTtdPCoVCwJLCg8PCktLCg8PCksPCpYKDwJYDwqWCg9LCg8PCktLCg%2F%2B1MgVHR0LCgQOIhoW%2FnDIFR0dCwoEDiIaFgAAAwAEAAIEsASuABcAKQAsAAATITIWFREUBg8BDgEjISImJy4CNRE0NgQiDgQPARchNy4FAyMT1AMMVnokEhIdgVL9xFKCHAgYKHoCIIx9VkcrHQYGnAIwnAIIIClJVSGdwwSuelb%2BYDO3QkJXd3ZYHFrFMwGgVnqZFyYtLSUMDPPzBQ8sKDEj%2FsIBBQACAMgAAAOEBRQADwAZAAABMzIWFREUBiMhIiY1ETQ2ARUUBisBIiY9AQHblmesVCn%2BPilUrAFINhWWFTYFFKxn%2FgwpVFQpAfRnrPwY4RU2NhXhAAACAMgAAAOEBRQADwAZAAABMxQWMxEUBiMhIiY1ETQ2ARUUBisBIiY9AQHbYLOWVCn%2BPilUrAFINhWWFTYFFJaz%2FkIpVFQpAfRnrPwY4RU2NhXhAAACAAAAFAUOBBoAFAAaAAAJASUHFRcVJwc1NzU0Jj4CPwEnCQEFJTUFJQUO%2FYL%2Bhk5klpZkAQEBBQQvkwKCAVz%2Bov6iAV4BXgL%2F%2FuWqPOCWx5SVyJb6BA0GCgYDKEEBG%2F1ipqaTpaUAAAMAZAH0BLADIAAHAA8AFwAAEjIWFAYiJjQkMhYUBiImNCQyFhQGIiY0vHxYWHxYAeh8WFh8WAHofFhYfFgDIFh8WFh8WFh8WFh8WFh8WFh8AAAAAAMBkAAAArwETAAHAA8AFwAAADIWFAYiJjQSMhYUBiImNBIyFhQGIiY0Aeh8WFh8WFh8WFh8WFh8WFh8WARMWHxYWHz%2ByFh8WFh8%2FshYfFhYfAAAAAMAZABkBEwETAAPAB8ALwAAEyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2fQO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PBEwPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoPAAAABAAAAAAEsASwAA8AHwAvADMAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFhURFAYjISImNRE0NhcVITUBXgH0ory7o%2F4Mpbm5Asv9qCk7OykCWCk7O%2F2xAfQVHR0V%2FgwVHR1HAZAEsLuj%2FgylubmlAfSlucg7Kf2oKTs7KQJYKTtkHRX%2B1BUdHRUBLBUdZMjIAAAAAAEAZABkBLAETAA7AAATITIWFAYrARUzMhYUBisBFTMyFhQGKwEVMzIWFAYjISImNDY7ATUjIiY0NjsBNSMiJjQ2OwE1IyImNDaWA%2BgVHR0VMjIVHR0VMjIVHR0VMjIVHR0V%2FBgVHR0VMjIVHR0VMjIVHR0VMjIVHR0ETB0qHcgdKh3IHSodyB0qHR0qHcgdKh3IHSodyB0qHQAAAAYBLAAFA%2BgEowAHAA0AEwAZAB8AKgAAAR4BBgcuATYBMhYVIiYlFAYjNDYBMhYVIiYlFAYjNDYDFRQGIiY9ARYzMgKKVz8%2FV1c%2FP%2F75fLB8sAK8sHyw%2FcB8sHywArywfLCwHSodKAMRBKNDsrJCQrKy%2FsCwfLB8fLB8sP7UsHywfHywfLD%2B05AVHR0VjgQAAAH%2FtQDIBJQDgQBCAAABNzYXAR4BBw4BKwEyFRQOBCsBIhE0NyYiBxYVECsBIi4DNTQzIyImJyY2NwE2HwEeAQ4BLwEHIScHBi4BNgLpRRkUASoLCAYFGg8IAQQNGyc%2FKZK4ChRUFQu4jjBJJxkHAgcPGQYGCAsBKhQaTBQVCiMUM7YDe7YsFCMKFgNuEwYS%2FtkLHw8OEw0dNkY4MhwBIBgXBAQYF%2F7gKjxTQyMNEw4PHwoBKBIHEwUjKBYGDMHBDAUWKCMAAAAAAgAAAAAEsASwACUAQwAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjNC4DKwERFBYXMxUjNTI1ESMiDgMVIzUhBLAyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj9RBkIChgQEWQZDQzIMmQREBgKCBkB9AOEFSAVDggDAfyuFhkBAmRkAQUJFQ4DUgEDCA4VIBUBLP0SDxMKBQH%2BVwsNATIyGQGpAQUKEw%2BWAAAAAAMAAAAABEwErgAdACAAMAAAATUiJy4BLwEBIwEGBw4BDwEVITUiJj8BIRcWBiMVARsBARUUBiMhIiY9ATQ2MyEyFgPoGR4OFgUE%2Ft9F%2FtQSFQkfCwsBETE7EkUBJT0NISf%2B7IZ5AbEdFfwYFR0dFQPoFR0BLDIgDiIKCwLr%2FQ4jFQkTBQUyMisusKYiQTIBhwFW%2Fqr942QVHR0VZBUdHQADAAAAAASwBLAADwBHAEoAABMhMhYVERQGIyEiJjURNDYFIyIHAQYHBgcGHQEUFjMhMjY9ATQmIyInJj8BIRcWBwYjIgYdARQWMyEyNj0BNCYnIicmJyMBJhMjEzIETBUdHRX7tBUdHQJGRg0F%2FtUREhImDAsJAREIDAwINxAKCj8BCjkLEQwYCAwMCAE5CAwLCBEZGQ8B%2FuAFDsVnBLAdFfu0FR0dFQRMFR1SDP0PIBMSEAUNMggMDAgyCAwXDhmjmR8YEQwIMggMDAgyBwwBGRskAuwM%2FgUBCAAABAAAAAAEsASwAAMAEwAjACcAAAEhNSEFITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NhcRIREEsPtQBLD7ggGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHUcBLARMZMgdFfx8FR0dFQOEFR0dFf5wFR0dFQGQFR1k%2FtQBLAAEAAAAAASwBLAADwAfACMAJwAAEyEyFhURFAYjISImNRE0NgEhMhYVERQGIyEiJjURNDYXESEREyE1ITIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR1HASzI%2B1AEsASwHRX8fBUdHRUDhBUd%2FgwdFf5wFR0dFQGQFR1k%2FtQBLP2oZAAAAAACAAAAZASwA%2BgAJwArAAATITIWFREzNTQ2MyEyFh0BMxUjFRQGIyEiJj0BIxEUBiMhIiY1ETQ2AREhETIBkBUdZB0VAZAVHWRkHRX%2BcBUdZB0V%2FnAVHR0CnwEsA%2BgdFf6ilhUdHRWWZJYVHR0Vlv6iFR0dFQMgFR3%2B1P7UASwAAAQAAAAABLAEsAADABMAFwAnAAAzIxEzFyEyFhURFAYjISImNRE0NhcRIREBITIWFREUBiMhIiY1ETQ2ZGRklgGQFR0dFf5wFR0dRwEs%2FqIDhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAAAAgBkAAAETASwACcAKwAAATMyFhURFAYrARUhMhYVERQGIyEiJjURNDYzITUjIiY1ETQ2OwE1MwcRIRECWJYVHR0VlgHCFR0dFfx8FR0dFQFelhUdHRWWZMgBLARMHRX%2BcBUdZB0V%2FnAVHR0VAZAVHWQdFQGQFR1kyP7UASwAAAAEAAAAAASwBLAAAwATABcAJwAAISMRMwUhMhYVERQGIyEiJjURNDYXESERASEyFhURFAYjISImNRE0NgSwZGT9dgGQFR0dFf5wFR0dRwEs%2FK4DhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAEBLAAwA28EgAAPAAAJAQYjIiY1ETQ2MzIXARYUA2H%2BEhcSDhAQDhIXAe4OAjX%2BEhcbGQPoGRsX%2FhIOKgAAAAABAUEAMgOEBH4ACwAACQE2FhURFAYnASY0AU8B7h0qKh3%2BEg4CewHuHREp%2FBgpER0B7g4qAAAAAAEAMgFBBH4DhAALAAATITIWBwEGIicBJjZkA%2BgpER3%2BEg4qDv4SHREDhCod%2FhIODgHuHSoAAAAAAQAyASwEfgNvAAsAAAkBFgYjISImNwE2MgJ7Ae4dESn8GCkRHQHuDioDYf4SHSoqHQHuDgAAAAACAAgAAASwBCgABgAKAAABFQE1LQE1ASE1IQK8%2FUwBnf5jBKj84AMgAuW2%2Fr3dwcHd%2B9jIAAAAAAIAAABkBLAEsAALADEAAAEjFTMVIREzNSM1IQEzND4FOwERFAYPARUhNSIuAzURMzIeBRUzESEEsMjI%2FtTIyAEs%2B1AyCAsZEyYYGWQyGRkBkAQOIhoWZBkYJhMZCwgy%2FOADhGRkASxkZP4MFSAVDggDAf3aFhkBAmRkAQUJFQ4CJgEDCA4VIBUBLAAAAgAAAAAETAPoACUAMQAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjFTMVIREzNSM1IQMgMggLGRMmGBlkMhkZ%2FnAEDiIaFmQZGCYTGQsIMgMgASzIyP7UyMgBLAK8FSAVDggDAf3aFhkCAWRkAQUJFQ4CJgEDCA4VIBUBLPzgZGQBLGRkAAABAMgAZgNyBEoAEgAAATMyFgcJARYGKwEiJwEmNDcBNgK9oBAKDP4wAdAMChCgDQr%2BKQcHAdcKBEoWDP4w%2FjAMFgkB1wgUCAHXCQAAAQE%2BAGYD6ARKABIAAAEzMhcBFhQHAQYrASImNwkBJjYBU6ANCgHXBwf%2BKQoNoBAKDAHQ%2FjAMCgRKCf4pCBQI%2FikJFgwB0AHQDBYAAAEAZgDIBEoDcgASAAAAFh0BFAcBBiInASY9ATQ2FwkBBDQWCf4pCBQI%2FikJFgwB0AHQA3cKEKANCv4pBwcB1woNoBAKDP4wAdAAAAABAGYBPgRKA%2BgAEgAACQEWHQEUBicJAQYmPQE0NwE2MgJqAdcJFgz%2BMP4wDBYJAdcIFAPh%2FikKDaAQCgwB0P4wDAoQoA0KAdcHAAAAAgDZ%2F%2FkEPQSwAAUAOgAAARQGIzQ2BTMyFh8BNjc%2BAh4EBgcOBgcGIiYjIgYiJy4DLwEuAT4EHgEXJyY2A%2BiwfLD%2BVmQVJgdPBQsiKFAzRyorDwURAQQSFyozTSwNOkkLDkc3EDlfNyYHBw8GDyUqPjdGMR%2BTDA0EsHywfLDIHBPCAQIGBwcFDx81S21DBxlLR1xKQhEFBQcHGWt0bCQjP2hJNyATBwMGBcASGAAAAAACAMgAFQOEBLAAFgAaAAATITIWFREUBisBEQcGJjURIyImNRE0NhcVITX6AlgVHR0Vlv8TGpYVHR2rASwEsB0V%2FnAVHf4MsgkQFQKKHRUBkBUdZGRkAAAAAgDIABkETASwAA4AEgAAEyEyFhURBRElIREjETQ2ARU3NfoC7ic9%2FUQCWP1EZB8BDWQEsFEs%2FFt1A7Z9%2FBgEARc0%2FV1kFGQAAQAAAAECTW%2FDBF9fDzz1AB8EsAAAAADQdnOXAAAAANB2c5f%2FUf%2BcBdwFFAAAAAgAAgAAAAAAAAABAAAFFP%2BFAAAFFP9R%2FtQF3AABAAAAAAAAAAAAAAAAAAAAowG4ACgAAAAAAZAAAASwAAAEsABkBLAAAASwAAAEsABwAooAAAUUAAACigAABRQAAAGxAAABRQAAANgAAADYAAAAogAAAQQAAABIAAABBAAAAUUAAASwAGQEsAB7BLAAyASwAMgB9AAABLD%2F8gSwAAAEsAAABLD%2F8ASwAAAEsAAOBLAACQSwAGQEsP%2FTBLD%2F0wSwAAAEsAAABLAAAASwAAAEsAAABLAAJgSwAG4EsAAXBLAAFwSwABcEsABkBLAAGgSwAGQEsAAMBLAAZASwABcEsP%2BcBLAAZASwABcEsAAXBLAAAASwABcEsAAXBLAAFwSwAGQEsAAABLAAZASwAAAEsAAABLAAAASwAAAEsAAABLAAAASwAAAEsAAABLAAZASwAMgEsAAABLAAAASwADUEsABkBLAAyASw%2F7UEsAAhBLAAAASwAAAEsAAABLAAAASwAAAEsP%2BcBLAAAASwAAAEsAAABLAA2wSwABcEsAB1BLAAAASwAAAEsAAABLAACgSwAMgEsAAABLAAnQSwAMgEsADIBLAAyASwAAAEsP%2F%2BBLABLASwAGQEsACIBLABOwSwABcEsAAXBLAAFwSwABcEsAAXBLAAFwSwAAAEsAAXBLAAFwSwABcEsAAXBLAAAASwALcEsAC3BLAAAASwAAAEsABJBLAAFwSwAAAEsAAABLAAXQSw%2F9wEsP%2FcBLD%2FnwSwAGQEsAAABLAAAASwAAAEsABkBLD%2F%2FwSwAAAEsP9RBLAABgSwAAAEsAAABLABRQSwAAEEsAAABLD%2FnASwAEoEsAAUBLAAAASwAAAEsAAABLD%2FnASwAGEEsP%2F9BLAAFgSwABYEsAAWBLAAFgSwABgEsAAABMQAAASwAGQAAAAAAAD%2F2ABkADkAyAAAAScAZAAZABkAGQAZABkAGQAZAAAAAAAAAAAAAADZAAAAAAAOAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAMAZABkAAAAEAAAAAAAZP%2Bc%2F5z%2FnP%2Bc%2F5z%2FnP%2Bc%2F5wACQAJ%2F%2FL%2F8gBkAHkAJwBkAGQAAAAAAGT%2FogAAAAAAAAAAAAAAAADIAGQAAAABAI8AAP%2Bc%2F5wAZAAEAMgAyAAAAGQBkABkAAAAZAEs%2F7UAAAAAAAAAAAAAAAAAAABkAAABLAFBADIAMgAIAAAAAADIAT4AZgBmANkAyADIAAAAKgAqACoAKgCyAOgA6AFOAU4BTgFOAU4BTgFOAU4BTgFOAU4BTgFOAU4BpAIGAiICfgKGAqwC5ANGA24DjAPEBAgEMgRiBKIE3AVcBboGcgb0ByAHYgfKCB4IYgi%2BCTYJhAm2Cd4KKApMCpQK4gswC4oLygwIDFgNKg1eDbAODg5oDrQPKA%2BmD%2BYQEhBUEJAQqhEqEXYRthIKEjgSfBLAExoTdBPQFCoU1BU8FagVzBYEFjYWYBawFv4XUhemGAIYLhhqGJYYsBjgGP4ZKBloGZQZxBnaGe4aNhpoGrga9hteG7QcMhyUHOIdHB1EHWwdlB28HeYeLh52HsAfYh%2FSIEYgviEyIXYhuCJAIpYiuCMOIyIjOCN6I8Ij4CQCJDAkXiSWJOIlNCVgJbwmFCZ%2BJuYnUCe8J%2FgoNChwKKwpoCnMKiYqSiqEKworeiwILGgsuizsLRwtiC30LiguZi6iLtgvDi9GL34vsi%2F4MD4whDDSMRIxYDGuMegyJDJeMpoy3jMiMz4zaDO2NBg0YDSoNNI1LDWeNeg2PjZ8Ntw3GjdON5I31DgQOEI4hjjIOQo5SjmIOcw6HDpsOpo63jugO9w8GDxQPKI8%2BD0yPew%2BOj6MPtQ%2FKD9uP6o%2F%2BkBIQIBAxkECQX5CGEKoQu5DGENCQ3ZDoEPKRBBEYESuRPZFWkW2RgZGdEa0RvZHNkd2R7ZH9kgWSDJITkhqSIZIzEkSSThJXkmESapKAkouSlIAAQAAARcApwARAAAAAAACAAAAAQABAAAAQAAuAAAAAAAAABAAxgABAAAAAAATABIAAAADAAEECQAAAGoAEgADAAEECQABACgAfAADAAEECQACAA4ApAADAAEECQADAEwAsgADAAEECQAEADgA%2FgADAAEECQAFAHgBNgADAAEECQAGADYBrgADAAEECQAIABYB5AADAAEECQAJABYB%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%2FtQAyAAAAAAAAAAAAAAAAAAAAAAAAAAABFwAAAQIBAwADAA0ADgEEAJYBBQEGAQcBCAEJAQoBCwEMAQ0BDgEPARABEQESARMA7wEUARUBFgEXARgBGQEaARsBHAEdAR4BHwEgASEBIgEjASQBJQEmAScBKAEpASoBKwEsAS0BLgEvATABMQEyATMBNAE1ATYBNwE4ATkBOgE7ATwBPQE%2BAT8BQAFBAUIBQwFEAUUBRgFHAUgBSQFKAUsBTAFNAU4BTwFQAVEBUgFTAVQBVQFWAVcBWAFZAVoBWwFcAV0BXgFfAWABYQFiAWMBZAFlAWYBZwFoAWkBagFrAWwBbQFuAW8BcAFxAXIBcwF0AXUBdgF3AXgBeQF6AXsBfAF9AX4BfwGAAYEBggGDAYQBhQGGAYcBiAGJAYoBiwGMAY0BjgGPAZABkQGSAZMBlAGVAZYBlwGYAZkBmgGbAZwBnQGeAZ8BoAGhAaIBowGkAaUBpgGnAagBqQGqAasBrAGtAa4BrwGwAbEBsgGzAbQBtQG2AbcBuAG5AboBuwG8Ab0BvgG%2FAcABwQHCAcMBxAHFAcYBxwHIAckBygHLAcwBzQHOAc8B0AHRAdIB0wHUAdUB1gHXAdgB2QHaAdsB3AHdAd4B3wHgAeEB4gHjAeQB5QHmAecB6AHpAeoB6wHsAe0B7gHvAfAB8QHyAfMB9AH1AfYB9wH4AfkB%2BgH7AfwB%2FQH%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%3D%29%20format%28%27truetype%27%29%2Curl%28data%3Aimage%2Fsvg%2Bxml%3Bbase64%2CPD94bWwgdmVyc2lvbj0iMS4wIiBzdGFuZGFsb25lPSJubyI%2FPgo8IURPQ1RZUEUgc3ZnIFBVQkxJQyAiLS8vVzNDLy9EVEQgU1ZHIDEuMS8vRU4iICJodHRwOi8vd3d3LnczLm9yZy9HcmFwaGljcy9TVkcvMS4xL0RURC9zdmcxMS5kdGQiID4KPHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPgo8bWV0YWRhdGE%2BPC9tZXRhZGF0YT4KPGRlZnM%2BCjxmb250IGlkPSJnbHlwaGljb25zX2hhbGZsaW5nc3JlZ3VsYXIiIGhvcml6LWFkdi14PSIxMjAwIiA%2BCjxmb250LWZhY2UgdW5pdHMtcGVyLWVtPSIxMjAwIiBhc2NlbnQ9Ijk2MCIgZGVzY2VudD0iLTI0MCIgLz4KPG1pc3NpbmctZ2x5cGggaG9yaXotYWR2LXg9IjUwMCIgLz4KPGdseXBoIGhvcml6LWFkdi14PSIwIiAvPgo8Z2x5cGggaG9yaXotYWR2LXg9IjQwMCIgLz4KPGdseXBoIHVuaWNvZGU9IiAiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDAzOyIgaG9yaXotYWR2LXg9IjEzMDAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA0OyIgaG9yaXotYWR2LXg9IjQzMyIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDU7IiBob3Jpei1hZHYteD0iMzI1IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwNjsiIGhvcml6LWFkdi14PSIyMTYiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA3OyIgaG9yaXotYWR2LXg9IjIxNiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDg7IiBob3Jpei1hZHYteD0iMTYyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwOTsiIGhvcml6LWFkdi14PSIyNjAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDBhOyIgaG9yaXotYWR2LXg9IjcyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAyZjsiIGhvcml6LWFkdi14PSIyNjAiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMGJkOyIgZD0iTTQyOCAxMjAwaDM1MHE2NyAwIDEyMCAtMTN0ODYgLTMxdDU3IC00OS41dDM1IC01Ni41dDE3IC02NC41dDYuNSAtNjAuNXQwLjUgLTU3di0xNi41di0xNi41cTAgLTM2IC0wLjUgLTU3dC02LjUgLTYxdC0xNyAtNjV0LTM1IC01N3QtNTcgLTUwLjV0LTg2IC0zMS41dC0xMjAgLTEzaC0xNzhsLTIgLTEwMGgyODhxMTAgMCAxMyAtNnQtMyAtMTRsLTEyMCAtMTYwcS02IC04IC0xOCAtMTR0LTIyIC02aC0xMzh2LTE3NXEwIC0xMSAtNS41IC0xOCB0LTE1LjUgLTdoLTE0OXEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djE3NWgtMjY3cS0xMCAwIC0xMyA2dDMgMTRsMTIwIDE2MHE2IDggMTggMTR0MjIgNmgxMTd2MTAwaC0yNjdxLTEwIDAgLTEzIDZ0MyAxNGwxMjAgMTYwcTYgOCAxOCAxNHQyMiA2aDExN3Y0NzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNNjAwIDEwMDB2LTMwMGgyMDNxNjQgMCA4Ni41IDMzdDIyLjUgMTE5cTAgODQgLTIyLjUgMTE2dC04Ni41IDMyaC0yMDN6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjIxMjsiIGQ9Ik0yNTAgNzAwaDgwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC04MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjMxYjsiIGQ9Ik0xMDAwIDEyMDB2LTE1MHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNTB2LTEwMHEwIC05MSAtNDkuNSAtMTY1LjV0LTEzMC41IC0xMDkuNXE4MSAtMzUgMTMwLjUgLTEwOS41dDQ5LjUgLTE2NS41di0xNTBoNTBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTE1MGgtODAwdjE1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjVoNTB2MTUwcTAgOTEgNDkuNSAxNjUuNXQxMzAuNSAxMDkuNXEtODEgMzUgLTEzMC41IDEwOS41IHQtNDkuNSAxNjUuNXYxMDBoLTUwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxNTBoODAwek00MDAgMTAwMHYtMTAwcTAgLTYwIDMyLjUgLTEwOS41dDg3LjUgLTczLjVxMjggLTEyIDQ0IC0zN3QxNiAtNTV0LTE2IC01NXQtNDQgLTM3cS01NSAtMjQgLTg3LjUgLTczLjV0LTMyLjUgLTEwOS41di0xNTBoNDAwdjE1MHEwIDYwIC0zMi41IDEwOS41dC04Ny41IDczLjVxLTI4IDEyIC00NCAzN3QtMTYgNTV0MTYgNTV0NDQgMzcgcTU1IDI0IDg3LjUgNzMuNXQzMi41IDEwOS41djEwMGgtNDAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDI1ZmM7IiBob3Jpei1hZHYteD0iNTAwIiBkPSJNMCAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDI2MDE7IiBkPSJNNTAzIDEwODlxMTEwIDAgMjAwLjUgLTU5LjV0MTM0LjUgLTE1Ni41cTQ0IDE0IDkwIDE0cTEyMCAwIDIwNSAtODYuNXQ4NSAtMjA2LjVxMCAtMTIxIC04NSAtMjA3LjV0LTIwNSAtODYuNWgtNzUwcS03OSAwIC0xMzUuNSA1N3QtNTYuNSAxMzdxMCA2OSA0Mi41IDEyMi41dDEwOC41IDY3LjVxLTIgMTIgLTIgMzdxMCAxNTMgMTA4IDI2MC41dDI2MCAxMDcuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyNmZhOyIgZD0iTTc3NCAxMTkzLjVxMTYgLTkuNSAyMC41IC0yN3QtNS41IC0zMy41bC0xMzYgLTE4N2w0NjcgLTc0NmgzMHEyMCAwIDM1IC0xOC41dDE1IC0zOS41di00MmgtMTIwMHY0MnEwIDIxIDE1IDM5LjV0MzUgMTguNWgzMGw0NjggNzQ2bC0xMzUgMTgzcS0xMCAxNiAtNS41IDM0dDIwLjUgMjh0MzQgNS41dDI4IC0yMC41bDExMSAtMTQ4bDExMiAxNTBxOSAxNiAyNyAyMC41dDM0IC01ek02MDAgMjAwaDM3N2wtMTgyIDExMmwtMTk1IDUzNHYtNjQ2eiAiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI0OyIgZD0iTTEzMDAgMGgtNTM4bC00MSA0MDBoLTI0MmwtNDEgLTQwMGgtNTM4bDQzMSAxMjAwaDIwOWwtMjEgLTMwMGgxNjJsLTIwIDMwMGgyMDh6TTUxNSA4MDBsLTI3IC0zMDBoMjI0bC0yNyAzMDBoLTE3MHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI4OyIgZD0iTTIyNSAxMjAwaDc1MHExMCAwIDE5LjUgLTd0MTIuNSAtMTdsMTg2IC02NTJxNyAtMjQgNyAtNDl2LTQyNXEwIC0xMiAtNCAtMjd0LTkgLTE3cS0xMiAtNiAtMzcgLTZoLTExMDBxLTEyIDAgLTI3IDR0LTE3IDhxLTYgMTMgLTYgMzhsMSA0MjVxMCAyNSA3IDQ5bDE4NSA2NTJxMyAxMCAxMi41IDE3dDE5LjUgN3pNODc4IDEwMDBoLTU1NnEtMTAgMCAtMTkgLTd0LTExIC0xOGwtODcgLTQ1MHEtMiAtMTEgNCAtMTh0MTYgLTdoMTUwIHExMCAwIDE5LjUgLTd0MTEuNSAtMTdsMzggLTE1MnEyIC0xMCAxMS41IC0xN3QxOS41IC03aDI1MHExMCAwIDE5LjUgN3QxMS41IDE3bDM4IDE1MnEyIDEwIDExLjUgMTd0MTkuNSA3aDE1MHExMCAwIDE2IDd0NCAxOGwtODcgNDUwcS0yIDExIC0xMSAxOHQtMTkgN3oiIC8%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQyOyIgZD0iTTUwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTY4MiA2ODJsMSA0NzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWg0NzR6TTgwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTU2IDU2bDQyNCA0MjZsLTcwMCA3MDBoMTUwek0zMTkuNSAxMDI0LjVxLTI5LjUgMjkuNSAtNzEgMjkuNXQtNzEgLTI5LjUgdC0yOS41IC03MS41dDI5LjUgLTcxLjV0NzEgLTI5LjV0NzEgMjkuNXQyOS41IDcxLjV0LTI5LjUgNzEuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQzOyIgZD0iTTMwMCAxMjAwaDgyNXE3NSAwIDc1IC03NXYtOTAwcTAgLTI1IC0xOCAtNDNsLTY0IC02NHEtOCAtOCAtMTMgLTUuNXQtNSAxMi41djk1MHEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjVoLTcwMHEtMjUgMCAtNDMgLTE4bC02NCAtNjRxLTggLTggLTUuNSAtMTN0MTIuNSAtNWg3MDBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di05NTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC04NTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY5NzUgcTAgMjUgMTggNDNsMTM5IDEzOXExOCAxOCA0MyAxOHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQ5OyIgZD0iTTg3NyAxMjAwbDIgLTU3cS04MyAtMTkgLTExNiAtNDUuNXQtNDAgLTY2LjVsLTEzMiAtODM5cS05IC00OSAxMyAtNjl0OTYgLTI2di05N2gtNTAwdjk3cTE4NiAxNiAyMDAgOThsMTczIDgzMnEzIDE3IDMgMzB0LTEuNSAyMi41dC05IDE3LjV0LTEzLjUgMTIuNXQtMjEuNSAxMHQtMjYgOC41dC0zMy41IDEwcS0xMyAzIC0xOSA1djU3aDQyNXoiIC8%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDY5OyIgZD0iTTI1MCAxMTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDM4bDQ2NCA0NTNxMTUgMTQgMjUuNSAxMHQxMC41IC0yNXYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcwOyIgZD0iTTUwIDExMDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di0xMDAwcTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNSB0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcxOyIgZD0iTTEyMDAgMTA1MHYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ5MiA0ODBxLTE1IDE0IC0xNSAzNXQxNSAzNWw0OTIgNDgwcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV2LTQzOGw0NjQgNDUzcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA3MjsiIGQ9Ik0yNDMgMTA3NGw4MTQgLTQ5OHExOCAtMTEgMTggLTI2dC0xOCAtMjZsLTgxNCAtNDk4cS0xOCAtMTEgLTMwLjUgLTR0LTEyLjUgMjh2MTAwMHEwIDIxIDEyLjUgMjh0MzAuNSAtNHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDczOyIgZD0iTTI1MCAxMDAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtODAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djgwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTY1MCAxMDAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtODAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djgwMCBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwNzQ7IiBkPSJNMTEwMCA5NTB2LTgwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtODAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY4MDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41aDgwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDc5OyIgZD0iTTg4NSA5MDBsLTM1MiAtMzUzbDM1MiAtMzUzbC0xOTcgLTE5OGwtNTUyIDU1Mmw1NTIgNTUweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwODA7IiBkPSJNMTA2NCA1NDdsLTU1MSAtNTUxbC0xOTggMTk4bDM1MyAzNTNsLTM1MyAzNTNsMTk4IDE5OHoiIC8%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDk2OyIgZD0iTTg1MCAxMjAwaDMwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMzAwcTAgLTIxIC0xMC41IC0yNXQtMjQuNSAxMGwtOTQgOTRsLTI0OSAtMjQ5cS04IC03IC0xOCAtN3QtMTggN2wtMTA2IDEwNnEtNyA4IC03IDE4dDcgMThsMjQ5IDI0OWwtOTQgOTRxLTE0IDE0IC0xMCAyNC41dDI1IDEwLjV6TTM1MCAwaC0zMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djMwMHEwIDIxIDEwLjUgMjV0MjQuNSAtMTBsOTQgLTk0bDI0OSAyNDkgcTggNyAxOCA3dDE4IC03bDEwNiAtMTA2cTcgLTggNyAtMTh0LTcgLTE4bC0yNDkgLTI0OWw5NCAtOTRxMTQgLTE0IDEwIC0yNC41dC0yNSAtMTAuNXoiIC8%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTI0OyIgZD0iTTgwMCA5NDZsMjI0IDc4bC03OCAtMjI0bDIzNCAtNDVsLTE4MCAtMTU1bDE4MCAtMTU1bC0yMzQgLTQ1bDc4IC0yMjRsLTIyNCA3OGwtNDUgLTIzNGwtMTU1IDE4MGwtMTU1IC0xODBsLTQ1IDIzNGwtMjI0IC03OGw3OCAyMjRsLTIzNCA0NWwxODAgMTU1bC0xODAgMTU1bDIzNCA0NWwtNzggMjI0bDIyNCAtNzhsNDUgMjM0bDE1NSAtMTgwbDE1NSAxODB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEyNTsiIGQ9Ik02NTAgMTIwMGg1MHE0MCAwIDcwIC00MC41dDMwIC04NC41di0xNTBsLTI4IC0xMjVoMzI4cTQwIDAgNzAgLTQwLjV0MzAgLTg0LjV2LTEwMHEwIC00NSAtMjkgLTc0bC0yMzggLTM0NHEtMTYgLTI0IC0zOCAtNDAuNXQtNDUgLTE2LjVoLTI1MHEtNyAwIC00MiAyNXQtNjYgNTBsLTMxIDI1aC02MXEtNDUgMCAtNzIuNSAxOHQtMjcuNSA1N3Y0MDBxMCAzNiAyMCA2M2wxNDUgMTk2bDk2IDE5OHExMyAyOCAzNy41IDQ4dDUxLjUgMjB6IE02NTAgMTEwMGwtMTAwIC0yMTJsLTE1MCAtMjEzdi0zNzVoMTAwbDEzNiAtMTAwaDIxNGwyNTAgMzc1djEyNWgtNDUwbDUwIDIyNXYxNzVoLTUwek01MCA4MDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2NTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTI2OyIgZD0iTTYwMCAxMTAwaDI1MHEyMyAwIDQ1IC0xNi41dDM4IC00MC41bDIzOCAtMzQ0cTI5IC0yOSAyOSAtNzR2LTEwMHEwIC00NCAtMzAgLTg0LjV0LTcwIC00MC41aC0zMjhxMjggLTExOCAyOCAtMTI1di0xNTBxMCAtNDQgLTMwIC04NC41dC03MCAtNDAuNWgtNTBxLTI3IDAgLTUxLjUgMjB0LTM3LjUgNDhsLTk2IDE5OGwtMTQ1IDE5NnEtMjAgMjcgLTIwIDYzdjQwMHEwIDM5IDI3LjUgNTd0NzIuNSAxOGg2MXExMjQgMTAwIDEzOSAxMDB6IE01MCAxMDAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djUwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTYzNiAxMDAwbC0xMzYgLTEwMGgtMTAwdi0zNzVsMTUwIC0yMTNsMTAwIC0yMTJoNTB2MTc1bC01MCAyMjVoNDUwdjEyNWwtMjUwIDM3NWgtMjE0eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMjc7IiBkPSJNMzU2IDg3M2wzNjMgMjMwcTMxIDE2IDUzIC02bDExMCAtMTEycTEzIC0xMyAxMy41IC0zMnQtMTEuNSAtMzRsLTg0IC0xMjFoMzAycTg0IDAgMTM4IC0zOHQ1NCAtMTEwdC01NSAtMTExdC0xMzkgLTM5aC0xMDZsLTEzMSAtMzM5cS02IC0yMSAtMTkuNSAtNDF0LTI4LjUgLTIwaC0zNDJxLTcgMCAtOTAgODF0LTgzIDk0djUyNXEwIDE3IDE0IDM1LjV0MjggMjguNXpNNDAwIDc5MnYtNTAzbDEwMCAtODloMjkzbDEzMSAzMzkgcTYgMjEgMTkuNSA0MXQyOC41IDIwaDIwM3EyMSAwIDMwLjUgMjV0MC41IDUwdC0zMSAyNWgtNDU2aC03aC02aC01LjV0LTYgMC41dC01IDEuNXQtNSAydC00IDIuNXQtNCA0dC0yLjUgNC41cS0xMiAyNSA1IDQ3bDE0NiAxODNsLTg2IDgzek01MCA4MDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2NTAwIHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEyODsiIGQ9Ik00NzUgMTEwM2wzNjYgLTIzMHEyIC0xIDYgLTMuNXQxNCAtMTAuNXQxOCAtMTYuNXQxNC41IC0yMHQ2LjUgLTIyLjV2LTUyNXEwIC0xMyAtODYgLTk0dC05MyAtODFoLTM0MnEtMTUgMCAtMjguNSAyMHQtMTkuNSA0MWwtMTMxIDMzOWgtMTA2cS04NSAwIC0xMzkuNSAzOXQtNTQuNSAxMTF0NTQgMTEwdDEzOCAzOGgzMDJsLTg1IDEyMXEtMTEgMTUgLTEwLjUgMzR0MTMuNSAzMmwxMTAgMTEycTIyIDIyIDUzIDZ6TTM3MCA5NDVsMTQ2IC0xODMgcTE3IC0yMiA1IC00N3EtMiAtMiAtMy41IC00LjV0LTQgLTR0LTQgLTIuNXQtNSAtMnQtNSAtMS41dC02IC0wLjVoLTZoLTYuNWgtNmgtNDc1di0xMDBoMjIxcTE1IDAgMjkgLTIwdDIwIC00MWwxMzAgLTMzOWgyOTRsMTA2IDg5djUwM2wtMzQyIDIzNnpNMTA1MCA4MDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjUgdjUwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEyOTsiIGQ9Ik01NTAgMTI5NHE3MiAwIDExMSAtNTV0MzkgLTEzOXYtMTA2bDMzOSAtMTMxcTIxIC02IDQxIC0xOS41dDIwIC0yOC41di0zNDJxMCAtNyAtODEgLTkwdC05NCAtODNoLTUyNXEtMTcgMCAtMzUuNSAxNHQtMjguNSAyOGwtOSAxNGwtMjMwIDM2M3EtMTYgMzEgNiA1M2wxMTIgMTEwcTEzIDEzIDMyIDEzLjV0MzQgLTExLjVsMTIxIC04NHYzMDJxMCA4NCAzOCAxMzh0MTEwIDU0ek02MDAgOTcydjIwM3EwIDIxIC0yNSAzMC41dC01MCAwLjUgdC0yNSAtMzF2LTQ1NnYtN3YtNnYtNS41dC0wLjUgLTZ0LTEuNSAtNXQtMiAtNXQtMi41IC00dC00IC00dC00LjUgLTIuNXEtMjUgLTEyIC00NyA1bC0xODMgMTQ2bC04MyAtODZsMjM2IC0zMzloNTAzbDg5IDEwMHYyOTNsLTMzOSAxMzFxLTIxIDYgLTQxIDE5LjV0LTIwIDI4LjV6TTQ1MCAyMDBoNTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTUwMCBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEzMDsiIGQ9Ik0zNTAgMTEwMGg1MDBxMjEgMCAzNS41IDE0LjV0MTQuNSAzNS41djEwMHEwIDIxIC0xNC41IDM1LjV0LTM1LjUgMTQuNWgtNTAwcS0yMSAwIC0zNS41IC0xNC41dC0xNC41IC0zNS41di0xMDBxMCAtMjEgMTQuNSAtMzUuNXQzNS41IC0xNC41ek02MDAgMzA2di0xMDZxMCAtODQgLTM5IC0xMzl0LTExMSAtNTV0LTExMCA1NHQtMzggMTM4djMwMmwtMTIxIC04NHEtMTUgLTEyIC0zNCAtMTEuNXQtMzIgMTMuNWwtMTEyIDExMCBxLTIyIDIyIC02IDUzbDIzMCAzNjNxMSAyIDMuNSA2dDEwLjUgMTMuNXQxNi41IDE3dDIwIDEzLjV0MjIuNSA2aDUyNXExMyAwIDk0IC04M3Q4MSAtOTB2LTM0MnEwIC0xNSAtMjAgLTI4LjV0LTQxIC0xOS41ek0zMDggOTAwbC0yMzYgLTMzOWw4MyAtODZsMTgzIDE0NnEyMiAxNyA0NyA1cTIgLTEgNC41IC0yLjV0NCAtNHQyLjUgLTR0MiAtNXQxLjUgLTV0MC41IC02di01LjV2LTZ2LTd2LTQ1NnEwIC0yMiAyNSAtMzF0NTAgMC41dDI1IDMwLjUgdjIwM3EwIDE1IDIwIDI4LjV0NDEgMTkuNWwzMzkgMTMxdjI5M2wtODkgMTAwaC01MDN6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEzMTsiIGQ9Ik02MDAgMTE3OHExMTggMCAyMjUgLTQ1LjV0MTg0LjUgLTEyM3QxMjMgLTE4NC41dDQ1LjUgLTIyNXQtNDUuNSAtMjI1dC0xMjMgLTE4NC41dC0xODQuNSAtMTIzdC0yMjUgLTQ1LjV0LTIyNSA0NS41dC0xODQuNSAxMjN0LTEyMyAxODQuNXQtNDUuNSAyMjV0NDUuNSAyMjV0MTIzIDE4NC41dDE4NC41IDEyM3QyMjUgNDUuNXpNOTE0IDYzMmwtMjc1IDIyM3EtMTYgMTMgLTI3LjUgOHQtMTEuNSAtMjZ2LTEzN2gtMjc1IHEtMTAgMCAtMTcuNSAtNy41dC03LjUgLTE3LjV2LTE1MHEwIC0xMCA3LjUgLTE3LjV0MTcuNSAtNy41aDI3NXYtMTM3cTAgLTIxIDExLjUgLTI2dDI3LjUgOGwyNzUgMjIzcTE2IDEzIDE2IDMydC0xNiAzMnoiIC8%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%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTYyOyIgZD0iTTc5MyAxMTgybDkgLTlxOCAtMTAgNSAtMjdxLTMgLTExIC03OSAtMjI1LjV0LTc4IC0yMjEuNWwzMDAgMXEyNCAwIDMyLjUgLTE3LjV0LTUuNSAtMzUuNXEtMSAwIC0xMzMuNSAtMTU1dC0yNjcgLTMxMi41dC0xMzguNSAtMTYyLjVxLTEyIC0xNSAtMjYgLTE1aC05bC05IDhxLTkgMTEgLTQgMzJxMiA5IDQyIDEyMy41dDc5IDIyNC41bDM5IDExMGgtMzAycS0yMyAwIC0zMSAxOXEtMTAgMjEgNiA0MXE3NSA4NiAyMDkuNSAyMzcuNSB0MjI4IDI1N3Q5OC41IDExMS41cTkgMTYgMjUgMTZoOXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTYzOyIgZD0iTTM1MCAxMTAwaDQwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC00NTBxLTQxIDAgLTcwLjUgLTI5LjV0LTI5LjUgLTcwLjV2LTUwMHEwIC00MSAyOS41IC03MC41dDcwLjUgLTI5LjVoNDUwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTQwMHEtMTY1IDAgLTI1Ny41IDkyLjV0LTkyLjUgMjU3LjV2NDAwIHEwIDE2NSA5Mi41IDI1Ny41dDI1Ny41IDkyLjV6TTkzOCA4NjdsMzI0IC0yODRxMTYgLTE0IDE2IC0zM3QtMTYgLTMzbC0zMjQgLTI4NHEtMTYgLTE0IC0yNyAtOXQtMTEgMjZ2MTUwaC0yNTBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djIwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjVoMjUwdjE1MHEwIDIxIDExIDI2dDI3IC05eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNjQ7IiBkPSJNNzUwIDEyMDBoNDAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di00MDBxMCAtMjEgLTEwLjUgLTI1dC0yNC41IDEwbC0xMDkgMTA5bC0zMTIgLTMxMnEtMTUgLTE1IC0zNS41IC0xNXQtMzUuNSAxNWwtMTQxIDE0MXEtMTUgMTUgLTE1IDM1LjV0MTUgMzUuNWwzMTIgMzEybC0xMDkgMTA5cS0xNCAxNCAtMTAgMjQuNXQyNSAxMC41ek00NTYgOTAwaC0xNTZxLTQxIDAgLTcwLjUgLTI5LjV0LTI5LjUgLTcwLjV2LTUwMCBxMCAtNDEgMjkuNSAtNzAuNXQ3MC41IC0yOS41aDUwMHE0MSAwIDcwLjUgMjkuNXQyOS41IDcwLjV2MTQ4bDIwMCAyMDB2LTI5OHEwIC0xNjUgLTkzLjUgLTI1Ny41dC0yNTYuNSAtOTIuNWgtNDAwcS0xNjUgMCAtMjU3LjUgOTIuNXQtOTIuNSAyNTcuNXY0MDBxMCAxNjUgOTIuNSAyNTcuNXQyNTcuNSA5Mi41aDMwMHoiIC8%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%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjA2OyIgZD0iTTQ1MCAxMTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNTBoNTBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMzAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41aDUwdjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNODAwIDg1MHYxNTBxNDEgMCA3MC41IC0yOS41dDI5LjUgLTcwLjV2LTUwMCBoLTIwMHYtMzAwaDIwMHEwIC0zNiAtNyAtNTcuNXQtMjMuNSAtMzB0LTI5LjUgLTEwLjV0LTQwIC0yaC02MDBxLTQxIDAgLTcwLjUgMjkuNXQtMjkuNSA3MC41djgwMHEwIDQxIDI5LjUgNzAuNXQ3MC41IDI5LjV2LTE1MHEwIC02MiA0NCAtMTA2dDEwNiAtNDRoMzAwcTYyIDAgMTA2IDQ0dDQ0IDEwNnpNMTIxMiAyNTBsLTIxMiAtMjEydjE2MmgtMjAwdjEwMGgyMDB2MTYyeiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMDk7IiBkPSJNNjU4IDExOTdsNjM3IC0xMTA0cTIzIC0zOCA3IC02NS41dC02MCAtMjcuNWgtMTI3NnEtNDQgMCAtNjAgMjcuNXQ3IDY1LjVsNjM3IDExMDRxMjIgMzkgNTQgMzl0NTQgLTM5ek03MDQgODAwaC0yMDhxLTIwIDAgLTMyIC0xNC41dC04IC0zNC41bDU4IC0zMDJxNCAtMjAgMjEuNSAtMzQuNXQzNy41IC0xNC41aDU0cTIwIDAgMzcuNSAxNC41dDIxLjUgMzQuNWw1OCAzMDJxNCAyMCAtOCAzNC41dC0zMiAxNC41ek01MDAgMzAwdi0xMDBoMjAwIHYxMDBoLTIwMHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjIxOyIgZD0iTTQ4MCAxMTY1bDY4MiAtNjgzcTMxIC0zMSAzMSAtNzUuNXQtMzEgLTc1LjVsLTEzMSAtMTMxaC00ODFsLTUxNyA1MThxLTMyIDMxIC0zMiA3NS41dDMyIDc1LjVsMjk1IDI5NnEzMSAzMSA3NS41IDMxdDc2LjUgLTMxek0xMDggNzk0bDM0MiAtMzQybDMwMyAzMDRsLTM0MSAzNDF6TTI1MCAxMDBoODAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtOTAwdjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjQyOyIgZD0iTTEwMDAgMzAwdjUwcS0yNSAwIC01NSAzMnEtMTQgMTQgLTI1IDMxdC0xNiAyN2wtNCAxMWwtMjg5IDc0N2gtNjlsLTMwMCAtNzU0cS0xOCAtMzUgLTM5IC01NnEtOSAtOSAtMjQuNSAtMTguNXQtMjYuNSAtMTQuNWwtMTEgLTV2LTUwaDI3M3Y1MHEtNDkgMCAtNzguNSAyMS41dC0xMS41IDY3LjVsNjkgMTc2aDI5M2w2MSAtMTY2cTEzIC0zNCAtMy41IC02Ni41dC01NS41IC0zMi41di01MGgzMTJ6TTQxMiA2OTFsMTM0IDM0MmwxMjEgLTM0MiBoLTI1NXpNMTEwMCAxNTB2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNWgxMDAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyNDM7IiBkPSJNNTAgMTIwMGgxMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNjExIDExMThoLTcwcS0xMyAwIC0xOCAtMTJsLTI5OSAtNzUzcS0xNyAtMzIgLTM1IC01MXEtMTggLTE4IC01NiAtMzRxLTEyIC01IC0xMiAtMTh2LTUwcTAgLTggNS41IC0xNHQxNC41IC02IGgyNzNxOCAwIDE0IDZ0NiAxNHY1MHEwIDggLTYgMTR0LTE0IDZxLTU1IDAgLTcxIDIzcS0xMCAxNCAwIDM5bDYzIDE2M2gyNjZsNTcgLTE1M3ExMSAtMzEgLTYgLTU1cS0xMiAtMTcgLTM2IC0xN3EtOCAwIC0xNCAtNnQtNiAtMTR2LTUwcTAgLTggNiAtMTR0MTQgLTZoMzEzcTggMCAxNCA2dDYgMTR2NTBxMCA3IC01LjUgMTN0LTEzLjUgN3EtMTcgMCAtNDIgMjVxLTI1IDI3IC00MCA2M2gtMWwtMjg4IDc0OHEtNSAxMiAtMTkgMTJ6TTYzOSA2MTEgaC0xOTdsMTAzIDI2NHoiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUwOyIgZD0iTTg2NSA1NjVsLTQ5NCAtNDk0cS0yMyAtMjMgLTQxIC0yM3EtMTQgMCAtMjIgMTMuNXQtOCAzOC41djEwMDBxMCAyNSA4IDM4LjV0MjIgMTMuNXExOCAwIDQxIC0yM2w0OTQgLTQ5NHExNCAtMTQgMTQgLTM1dC0xNCAtMzV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTI1MTsiIGQ9Ik0zMzUgNjM1bDQ5NCA0OTRxMjkgMjkgNTAgMjAuNXQyMSAtNDkuNXYtMTAwMHEwIC00MSAtMjEgLTQ5LjV0LTUwIDIwLjVsLTQ5NCA0OTRxLTE0IDE0IC0xNCAzNXQxNCAzNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUyOyIgZD0iTTEwMCA5MDBoMTAwMHE0MSAwIDQ5LjUgLTIxdC0yMC41IC01MGwtNDk0IC00OTRxLTE0IC0xNCAtMzUgLTE0dC0zNSAxNGwtNDk0IDQ5NHEtMjkgMjkgLTIwLjUgNTB0NDkuNSAyMXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUzOyIgZD0iTTYzNSA4NjVsNDk0IC00OTRxMjkgLTI5IDIwLjUgLTUwdC00OS41IC0yMWgtMTAwMHEtNDEgMCAtNDkuNSAyMXQyMC41IDUwbDQ5NCA0OTRxMTQgMTQgMzUgMTR0MzUgLTE0eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyNTQ7IiBkPSJNNzAwIDc0MXYtMTgybC02OTIgLTMyM3YyMjFsNDEzIDE5M2wtNDEzIDE5M3YyMjF6TTEyMDAgMGgtODAwdjIwMGg4MDB2LTIwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU1OyIgZD0iTTEyMDAgOTAwaC0yMDB2LTEwMGgyMDB2LTEwMGgtMzAwdjMwMGgyMDB2MTAwaC0yMDB2MTAwaDMwMHYtMzAwek0wIDcwMGg1MHEwIDIxIDQgMzd0OS41IDI2LjV0MTggMTcuNXQyMiAxMXQyOC41IDUuNXQzMSAydDM3IDAuNWgxMDB2LTU1MHEwIC0yMiAtMjUgLTM0LjV0LTUwIC0xMy41bC0yNSAtMnYtMTAwaDQwMHYxMDBxLTQgMCAtMTEgMC41dC0yNCAzdC0zMCA3dC0yNCAxNXQtMTEgMjQuNXY1NTBoMTAwcTI1IDAgMzcgLTAuNXQzMSAtMiB0MjguNSAtNS41dDIyIC0xMXQxOCAtMTcuNXQ5LjUgLTI2LjV0NCAtMzdoNTB2MzAwaC04MDB2LTMwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU2OyIgZD0iTTgwMCA3MDBoLTUwcTAgMjEgLTQgMzd0LTkuNSAyNi41dC0xOCAxNy41dC0yMiAxMXQtMjguNSA1LjV0LTMxIDJ0LTM3IDAuNWgtMTAwdi01NTBxMCAtMjIgMjUgLTM0LjV0NTAgLTE0LjVsMjUgLTF2LTEwMGgtNDAwdjEwMHE0IDAgMTEgMC41dDI0IDN0MzAgN3QyNCAxNXQxMSAyNC41djU1MGgtMTAwcS0yNSAwIC0zNyAtMC41dC0zMSAtMnQtMjguNSAtNS41dC0yMiAtMTF0LTE4IC0xNy41dC05LjUgLTI2LjV0LTQgLTM3aC01MHYzMDAgaDgwMHYtMzAwek0xMTAwIDIwMGgtMjAwdi0xMDBoMjAwdi0xMDBoLTMwMHYzMDBoMjAwdjEwMGgtMjAwdjEwMGgzMDB2LTMwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU3OyIgZD0iTTcwMSAxMDk4aDE2MHExNiAwIDIxIC0xMXQtNyAtMjNsLTQ2NCAtNDY0bDQ2NCAtNDY0cTEyIC0xMiA3IC0yM3QtMjEgLTExaC0xNjBxLTEzIDAgLTIzIDlsLTQ3MSA0NzFxLTcgOCAtNyAxOHQ3IDE4bDQ3MSA0NzFxMTAgOSAyMyA5eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyNTg7IiBkPSJNMzM5IDEwOThoMTYwcTEzIDAgMjMgLTlsNDcxIC00NzFxNyAtOCA3IC0xOHQtNyAtMThsLTQ3MSAtNDcxcS0xMCAtOSAtMjMgLTloLTE2MHEtMTYgMCAtMjEgMTF0NyAyM2w0NjQgNDY0bC00NjQgNDY0cS0xMiAxMiAtNyAyM3QyMSAxMXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU5OyIgZD0iTTEwODcgODgycTExIC01IDExIC0yMXYtMTYwcTAgLTEzIC05IC0yM2wtNDcxIC00NzFxLTggLTcgLTE4IC03dC0xOCA3bC00NzEgNDcxcS05IDEwIC05IDIzdjE2MHEwIDE2IDExIDIxdDIzIC03bDQ2NCAtNDY0bDQ2NCA0NjRxMTIgMTIgMjMgN3oiIC8%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%2BCjwvZGVmcz48L3N2Zz4g%29%20format%28%27svg%27%29%7D%2Eglyphicon%7Bposition%3Arelative%3Btop%3A1px%3Bdisplay%3Ainline%2Dblock%3Bfont%2Dfamily%3A%27Glyphicons%20Halflings%27%3Bfont%2Dstyle%3Anormal%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%3B%2Dwebkit%2Dfont%2Dsmoothing%3Aantialiased%3B%2Dmoz%2Dosx%2Dfont%2Dsmoothing%3Agrayscale%7D%2Eglyphicon%2Dasterisk%3Abefore%7Bcontent%3A%22%5C2a%22%7D%2Eglyphicon%2Dplus%3Abefore%7Bcontent%3A%22%5C2b%22%7D%2Eglyphicon%2Deur%3Abefore%2C%2Eglyphicon%2Deuro%3Abefore%7Bcontent%3A%22%5C20ac%22%7D%2Eglyphicon%2Dminus%3Abefore%7Bcontent%3A%22%5C2212%22%7D%2Eglyphicon%2Dcloud%3Abefore%7Bcontent%3A%22%5C2601%22%7D%2Eglyphicon%2Denvelope%3Abefore%7Bcontent%3A%22%5C2709%22%7D%2Eglyphicon%2Dpencil%3Abefore%7Bcontent%3A%22%5C270f%22%7D%2Eglyphicon%2Dglass%3Abefore%7Bcontent%3A%22%5Ce001%22%7D%2Eglyphicon%2Dmusic%3Abefore%7Bcontent%3A%22%5Ce002%22%7D%2Eglyphicon%2Dsearch%3Abefore%7Bcontent%3A%22%5Ce003%22%7D%2Eglyphicon%2Dheart%3Abefore%7Bcontent%3A%22%5Ce005%22%7D%2Eglyphicon%2Dstar%3Abefore%7Bcontent%3A%22%5Ce006%22%7D%2Eglyphicon%2Dstar%2Dempty%3Abefore%7Bcontent%3A%22%5Ce007%22%7D%2Eglyphicon%2Duser%3Abefore%7Bcontent%3A%22%5Ce008%22%7D%2Eglyphicon%2Dfilm%3Abefore%7Bcontent%3A%22%5Ce009%22%7D%2Eglyphicon%2Dth%2Dlarge%3Abefore%7Bcontent%3A%22%5Ce010%22%7D%2Eglyphicon%2Dth%3Abefore%7Bcontent%3A%22%5Ce011%22%7D%2Eglyphicon%2Dth%2Dlist%3Abefore%7Bcontent%3A%22%5Ce012%22%7D%2Eglyphicon%2Dok%3Abefore%7Bcontent%3A%22%5Ce013%22%7D%2Eglyphicon%2Dremove%3Abefore%7Bcontent%3A%22%5Ce014%22%7D%2Eglyphicon%2Dzoom%2Din%3Abefore%7Bcontent%3A%22%5Ce015%22%7D%2Eglyphicon%2Dzoom%2Dout%3Abefore%7Bcontent%3A%22%5Ce016%22%7D%2Eglyphicon%2Doff%3Abefore%7Bcontent%3A%22%5Ce017%22%7D%2Eglyphicon%2Dsignal%3Abefore%7Bcontent%3A%22%5Ce018%22%7D%2Eglyphicon%2Dcog%3Abefore%7Bcontent%3A%22%5Ce019%22%7D%2Eglyphicon%2Dtrash%3Abefore%7Bcontent%3A%22%5Ce020%22%7D%2Eglyphicon%2Dhome%3Abefore%7Bcontent%3A%22%5Ce021%22%7D%2Eglyphicon%2Dfile%3Abefore%7Bcontent%3A%22%5Ce022%22%7D%2Eglyphicon%2Dtime%3Abefore%7Bcontent%3A%22%5Ce023%22%7D%2Eglyphicon%2Droad%3Abefore%7Bcontent%3A%22%5Ce024%22%7D%2Eglyphicon%2Ddownload%2Dalt%3Abefore%7Bcontent%3A%22%5Ce025%22%7D%2Eglyphicon%2Ddownload%3Abefore%7Bcontent%3A%22%5Ce026%22%7D%2Eglyphicon%2Dupload%3Abefore%7Bcontent%3A%22%5Ce027%22%7D%2Eglyphicon%2Dinbox%3Abefore%7Bcontent%3A%22%5Ce028%22%7D%2Eglyphicon%2Dplay%2Dcircle%3Abefore%7Bcontent%3A%22%5Ce029%22%7D%2Eglyphicon%2Drepeat%3Abefore%7Bcontent%3A%22%5Ce030%22%7D%2Eglyphicon%2Drefresh%3Abefore%7Bcontent%3A%22%5Ce031%22%7D%2Eglyphicon%2Dlist%2Dalt%3Abefore%7Bcontent%3A%22%5Ce032%22%7D%2Eglyphicon%2Dlock%3Abefore%7Bcontent%3A%22%5Ce033%22%7D%2Eglyphicon%2Dflag%3Abefore%7Bcontent%3A%22%5Ce034%22%7D%2Eglyphicon%2Dheadphones%3Abefore%7Bcontent%3A%22%5Ce035%22%7D%2Eglyphicon%2Dvolume%2Doff%3Abefore%7Bcontent%3A%22%5Ce036%22%7D%2Eglyphicon%2Dvolume%2Ddown%3Abefore%7Bcontent%3A%22%5Ce037%22%7D%2Eglyphicon%2Dvolume%2Dup%3Abefore%7Bcontent%3A%22%5Ce038%22%7D%2Eglyphicon%2Dqrcode%3Abefore%7Bcontent%3A%22%5Ce039%22%7D%2Eglyphicon%2Dbarcode%3Abefore%7Bcontent%3A%22%5Ce040%22%7D%2Eglyphicon%2Dtag%3Abefore%7Bcontent%3A%22%5Ce041%22%7D%2Eglyphicon%2Dtags%3Abefore%7Bcontent%3A%22%5Ce042%22%7D%2Eglyphicon%2Dbook%3Abefore%7Bcontent%3A%22%5Ce043%22%7D%2Eglyphicon%2Dbookmark%3Abefore%7Bcontent%3A%22%5Ce044%22%7D%2Eglyphicon%2Dprint%3Abefore%7Bcontent%3A%22%5Ce045%22%7D%2Eglyphicon%2Dcamera%3Abefore%7Bcontent%3A%22%5Ce046%22%7D%2Eglyphicon%2Dfont%3Abefore%7Bcontent%3A%22%5Ce047%22%7D%2Eglyphicon%2Dbold%3Abefore%7Bcontent%3A%22%5Ce048%22%7D%2Eglyphicon%2Ditalic%3Abefore%7Bcontent%3A%22%5Ce049%22%7D%2Eglyphicon%2Dtext%2Dheight%3Abefore%7Bcontent%3A%22%5Ce050%22%7D%2Eglyphicon%2Dtext%2Dwidth%3Abefore%7Bcontent%3A%22%5Ce051%22%7D%2Eglyphicon%2Dalign%2Dleft%3Abefore%7Bcontent%3A%22%5Ce052%22%7D%2Eglyphicon%2Dalign%2Dcenter%3Abefore%7Bcontent%3A%22%5Ce053%22%7D%2Eglyphicon%2Dalign%2Dright%3Abefore%7Bcontent%3A%22%5Ce054%22%7D%2Eglyphicon%2Dalign%2Djustify%3Abefore%7Bcontent%3A%22%5Ce055%22%7D%2Eglyphicon%2Dlist%3Abefore%7Bcontent%3A%22%5Ce056%22%7D%2Eglyphicon%2Dindent%2Dleft%3Abefore%7Bcontent%3A%22%5Ce057%22%7D%2Eglyphicon%2Dindent%2Dright%3Abefore%7Bcontent%3A%22%5Ce058%22%7D%2Eglyphicon%2Dfacetime%2Dvideo%3Abefore%7Bcontent%3A%22%5Ce059%22%7D%2Eglyphicon%2Dpicture%3Abefore%7Bcontent%3A%22%5Ce060%22%7D%2Eglyphicon%2Dmap%2Dmarker%3Abefore%7Bcontent%3A%22%5Ce062%22%7D%2Eglyphicon%2Dadjust%3Abefore%7Bcontent%3A%22%5Ce063%22%7D%2Eglyphicon%2Dtint%3Abefore%7Bcontent%3A%22%5Ce064%22%7D%2Eglyphicon%2Dedit%3Abefore%7Bcontent%3A%22%5Ce065%22%7D%2Eglyphicon%2Dshare%3Abefore%7Bcontent%3A%22%5Ce066%22%7D%2Eglyphicon%2Dcheck%3Abefore%7Bcontent%3A%22%5Ce067%22%7D%2Eglyphicon%2Dmove%3Abefore%7Bcontent%3A%22%5Ce068%22%7D%2Eglyphicon%2Dstep%2Dbackward%3Abefore%7Bcontent%3A%22%5Ce069%22%7D%2Eglyphicon%2Dfast%2Dbackward%3Abefore%7Bcontent%3A%22%5Ce070%22%7D%2Eglyphicon%2Dbackward%3Abefore%7Bcontent%3A%22%5Ce071%22%7D%2Eglyphicon%2Dplay%3Abefore%7Bcontent%3A%22%5Ce072%22%7D%2Eglyphicon%2Dpause%3Abefore%7Bcontent%3A%22%5Ce073%22%7D%2Eglyphicon%2Dstop%3Abefore%7Bcontent%3A%22%5Ce074%22%7D%2Eglyphicon%2Dforward%3Abefore%7Bcontent%3A%22%5Ce075%22%7D%2Eglyphicon%2Dfast%2Dforward%3Abefore%7Bcontent%3A%22%5Ce076%22%7D%2Eglyphicon%2Dstep%2Dforward%3Abefore%7Bcontent%3A%22%5Ce077%22%7D%2Eglyphicon%2Deject%3Abefore%7Bcontent%3A%22%5Ce078%22%7D%2Eglyphicon%2Dchevron%2Dleft%3Abefore%7Bcontent%3A%22%5Ce079%22%7D%2Eglyphicon%2Dchevron%2Dright%3Abefore%7Bcontent%3A%22%5Ce080%22%7D%2Eglyphicon%2Dplus%2Dsign%3Abefore%7Bcontent%3A%22%5Ce081%22%7D%2Eglyphicon%2Dminus%2Dsign%3Abefore%7Bcontent%3A%22%5Ce082%22%7D%2Eglyphicon%2Dremove%2Dsign%3Abefore%7Bcontent%3A%22%5Ce083%22%7D%2Eglyphicon%2Dok%2Dsign%3Abefore%7Bcontent%3A%22%5Ce084%22%7D%2Eglyphicon%2Dquestion%2Dsign%3Abefore%7Bcontent%3A%22%5Ce085%22%7D%2Eglyphicon%2Dinfo%2Dsign%3Abefore%7Bcontent%3A%22%5Ce086%22%7D%2Eglyphicon%2Dscreenshot%3Abefore%7Bcontent%3A%22%5Ce087%22%7D%2Eglyphicon%2Dremove%2Dcircle%3Abefore%7Bcontent%3A%22%5Ce088%22%7D%2Eglyphicon%2Dok%2Dcircle%3Abefore%7Bcontent%3A%22%5Ce089%22%7D%2Eglyphicon%2Dban%2Dcircle%3Abefore%7Bcontent%3A%22%5Ce090%22%7D%2Eglyphicon%2Darrow%2Dleft%3Abefore%7Bcontent%3A%22%5Ce091%22%7D%2Eglyphicon%2Darrow%2Dright%3Abefore%7Bcontent%3A%22%5Ce092%22%7D%2Eglyphicon%2Darrow%2Dup%3Abefore%7Bcontent%3A%22%5Ce093%22%7D%2Eglyphicon%2Darrow%2Ddown%3Abefore%7Bcontent%3A%22%5Ce094%22%7D%2Eglyphicon%2Dshare%2Dalt%3Abefore%7Bcontent%3A%22%5Ce095%22%7D%2Eglyphicon%2Dresize%2Dfull%3Abefore%7Bcontent%3A%22%5Ce096%22%7D%2Eglyphicon%2Dresize%2Dsmall%3Abefore%7Bcontent%3A%22%5Ce097%22%7D%2Eglyphicon%2Dexclamation%2Dsign%3Abefore%7Bcontent%3A%22%5Ce101%22%7D%2Eglyphicon%2Dgift%3Abefore%7Bcontent%3A%22%5Ce102%22%7D%2Eglyphicon%2Dleaf%3Abefore%7Bcontent%3A%22%5Ce103%22%7D%2Eglyphicon%2Dfire%3Abefore%7Bcontent%3A%22%5Ce104%22%7D%2Eglyphicon%2Deye%2Dopen%3Abefore%7Bcontent%3A%22%5Ce105%22%7D%2Eglyphicon%2Deye%2Dclose%3Abefore%7Bcontent%3A%22%5Ce106%22%7D%2Eglyphicon%2Dwarning%2Dsign%3Abefore%7Bcontent%3A%22%5Ce107%22%7D%2Eglyphicon%2Dplane%3Abefore%7Bcontent%3A%22%5Ce108%22%7D%2Eglyphicon%2Dcalendar%3Abefore%7Bcontent%3A%22%5Ce109%22%7D%2Eglyphicon%2Drandom%3Abefore%7Bcontent%3A%22%5Ce110%22%7D%2Eglyphicon%2Dcomment%3Abefore%7Bcontent%3A%22%5Ce111%22%7D%2Eglyphicon%2Dmagnet%3Abefore%7Bcontent%3A%22%5Ce112%22%7D%2Eglyphicon%2Dchevron%2Dup%3Abefore%7Bcontent%3A%22%5Ce113%22%7D%2Eglyphicon%2Dchevron%2Ddown%3Abefore%7Bcontent%3A%22%5Ce114%22%7D%2Eglyphicon%2Dretweet%3Abefore%7Bcontent%3A%22%5Ce115%22%7D%2Eglyphicon%2Dshopping%2Dcart%3Abefore%7Bcontent%3A%22%5Ce116%22%7D%2Eglyphicon%2Dfolder%2Dclose%3Abefore%7Bcontent%3A%22%5Ce117%22%7D%2Eglyphicon%2Dfolder%2Dopen%3Abefore%7Bcontent%3A%22%5Ce118%22%7D%2Eglyphicon%2Dresize%2Dvertical%3Abefore%7Bcontent%3A%22%5Ce119%22%7D%2Eglyphicon%2Dresize%2Dhorizontal%3Abefore%7Bcontent%3A%22%5Ce120%22%7D%2Eglyphicon%2Dhdd%3Abefore%7Bcontent%3A%22%5Ce121%22%7D%2Eglyphicon%2Dbullhorn%3Abefore%7Bcontent%3A%22%5Ce122%22%7D%2Eglyphicon%2Dbell%3Abefore%7Bcontent%3A%22%5Ce123%22%7D%2Eglyphicon%2Dcertificate%3Abefore%7Bcontent%3A%22%5Ce124%22%7D%2Eglyphicon%2Dthumbs%2Dup%3Abefore%7Bcontent%3A%22%5Ce125%22%7D%2Eglyphicon%2Dthumbs%2Ddown%3Abefore%7Bcontent%3A%22%5Ce126%22%7D%2Eglyphicon%2Dhand%2Dright%3Abefore%7Bcontent%3A%22%5Ce127%22%7D%2Eglyphicon%2Dhand%2Dleft%3Abefore%7Bcontent%3A%22%5Ce128%22%7D%2Eglyphicon%2Dhand%2Dup%3Abefore%7Bcontent%3A%22%5Ce129%22%7D%2Eglyphicon%2Dhand%2Ddown%3Abefore%7Bcontent%3A%22%5Ce130%22%7D%2Eglyphicon%2Dcircle%2Darrow%2Dright%3Abefore%7Bcontent%3A%22%5Ce131%22%7D%2Eglyphicon%2Dcircle%2Darrow%2Dleft%3Abefore%7Bcontent%3A%22%5Ce132%22%7D%2Eglyphicon%2Dcircle%2Darrow%2Dup%3Abefore%7Bcontent%3A%22%5Ce133%22%7D%2Eglyphicon%2Dcircle%2Darrow%2Ddown%3Abefore%7Bcontent%3A%22%5Ce134%22%7D%2Eglyphicon%2Dglobe%3Abefore%7Bcontent%3A%22%5Ce135%22%7D%2Eglyphicon%2Dwrench%3Abefore%7Bcontent%3A%22%5Ce136%22%7D%2Eglyphicon%2Dtasks%3Abefore%7Bcontent%3A%22%5Ce137%22%7D%2Eglyphicon%2Dfilter%3Abefore%7Bcontent%3A%22%5Ce138%22%7D%2Eglyphicon%2Dbriefcase%3Abefore%7Bcontent%3A%22%5Ce139%22%7D%2Eglyphicon%2Dfullscreen%3Abefore%7Bcontent%3A%22%5Ce140%22%7D%2Eglyphicon%2Ddashboard%3Abefore%7Bcontent%3A%22%5Ce141%22%7D%2Eglyphicon%2Dpaperclip%3Abefore%7Bcontent%3A%22%5Ce142%22%7D%2Eglyphicon%2Dheart%2Dempty%3Abefore%7Bcontent%3A%22%5Ce143%22%7D%2Eglyphicon%2Dlink%3Abefore%7Bcontent%3A%22%5Ce144%22%7D%2Eglyphicon%2Dphone%3Abefore%7Bcontent%3A%22%5Ce145%22%7D%2Eglyphicon%2Dpushpin%3Abefore%7Bcontent%3A%22%5Ce146%22%7D%2Eglyphicon%2Dusd%3Abefore%7Bcontent%3A%22%5Ce148%22%7D%2Eglyphicon%2Dgbp%3Abefore%7Bcontent%3A%22%5Ce149%22%7D%2Eglyphicon%2Dsort%3Abefore%7Bcontent%3A%22%5Ce150%22%7D%2Eglyphicon%2Dsort%2Dby%2Dalphabet%3Abefore%7Bcontent%3A%22%5Ce151%22%7D%2Eglyphicon%2Dsort%2Dby%2Dalphabet%2Dalt%3Abefore%7Bcontent%3A%22%5Ce152%22%7D%2Eglyphicon%2Dsort%2Dby%2Dorder%3Abefore%7Bcontent%3A%22%5Ce153%22%7D%2Eglyphicon%2Dsort%2Dby%2Dorder%2Dalt%3Abefore%7Bcontent%3A%22%5Ce154%22%7D%2Eglyphicon%2Dsort%2Dby%2Dattributes%3Abefore%7Bcontent%3A%22%5Ce155%22%7D%2Eglyphicon%2Dsort%2Dby%2Dattributes%2Dalt%3Abefore%7Bcontent%3A%22%5Ce156%22%7D%2Eglyphicon%2Dunchecked%3Abefore%7Bcontent%3A%22%5Ce157%22%7D%2Eglyphicon%2Dexpand%3Abefore%7Bcontent%3A%22%5Ce158%22%7D%2Eglyphicon%2Dcollapse%2Ddown%3Abefore%7Bcontent%3A%22%5Ce159%22%7D%2Eglyphicon%2Dcollapse%2Dup%3Abefore%7Bcontent%3A%22%5Ce160%22%7D%2Eglyphicon%2Dlog%2Din%3Abefore%7Bcontent%3A%22%5Ce161%22%7D%2Eglyphicon%2Dflash%3Abefore%7Bcontent%3A%22%5Ce162%22%7D%2Eglyphicon%2Dlog%2Dout%3Abefore%7Bcontent%3A%22%5Ce163%22%7D%2Eglyphicon%2Dnew%2Dwindow%3Abefore%7Bcontent%3A%22%5Ce164%22%7D%2Eglyphicon%2Drecord%3Abefore%7Bcontent%3A%22%5Ce165%22%7D%2Eglyphicon%2Dsave%3Abefore%7Bcontent%3A%22%5Ce166%22%7D%2Eglyphicon%2Dopen%3Abefore%7Bcontent%3A%22%5Ce167%22%7D%2Eglyphicon%2Dsaved%3Abefore%7Bcontent%3A%22%5Ce168%22%7D%2Eglyphicon%2Dimport%3Abefore%7Bcontent%3A%22%5Ce169%22%7D%2Eglyphicon%2Dexport%3Abefore%7Bcontent%3A%22%5Ce170%22%7D%2Eglyphicon%2Dsend%3Abefore%7Bcontent%3A%22%5Ce171%22%7D%2Eglyphicon%2Dfloppy%2Ddisk%3Abefore%7Bcontent%3A%22%5Ce172%22%7D%2Eglyphicon%2Dfloppy%2Dsaved%3Abefore%7Bcontent%3A%22%5Ce173%22%7D%2Eglyphicon%2Dfloppy%2Dremove%3Abefore%7Bcontent%3A%22%5Ce174%22%7D%2Eglyphicon%2Dfloppy%2Dsave%3Abefore%7Bcontent%3A%22%5Ce175%22%7D%2Eglyphicon%2Dfloppy%2Dopen%3Abefore%7Bcontent%3A%22%5Ce176%22%7D%2Eglyphicon%2Dcredit%2Dcard%3Abefore%7Bcontent%3A%22%5Ce177%22%7D%2Eglyphicon%2Dtransfer%3Abefore%7Bcontent%3A%22%5Ce178%22%7D%2Eglyphicon%2Dcutlery%3Abefore%7Bcontent%3A%22%5Ce179%22%7D%2Eglyphicon%2Dheader%3Abefore%7Bcontent%3A%22%5Ce180%22%7D%2Eglyphicon%2Dcompressed%3Abefore%7Bcontent%3A%22%5Ce181%22%7D%2Eglyphicon%2Dearphone%3Abefore%7Bcontent%3A%22%5Ce182%22%7D%2Eglyphicon%2Dphone%2Dalt%3Abefore%7Bcontent%3A%22%5Ce183%22%7D%2Eglyphicon%2Dtower%3Abefore%7Bcontent%3A%22%5Ce184%22%7D%2Eglyphicon%2Dstats%3Abefore%7Bcontent%3A%22%5Ce185%22%7D%2Eglyphicon%2Dsd%2Dvideo%3Abefore%7Bcontent%3A%22%5Ce186%22%7D%2Eglyphicon%2Dhd%2Dvideo%3Abefore%7Bcontent%3A%22%5Ce187%22%7D%2Eglyphicon%2Dsubtitles%3Abefore%7Bcontent%3A%22%5Ce188%22%7D%2Eglyphicon%2Dsound%2Dstereo%3Abefore%7Bcontent%3A%22%5Ce189%22%7D%2Eglyphicon%2Dsound%2Ddolby%3Abefore%7Bcontent%3A%22%5Ce190%22%7D%2Eglyphicon%2Dsound%2D5%2D1%3Abefore%7Bcontent%3A%22%5Ce191%22%7D%2Eglyphicon%2Dsound%2D6%2D1%3Abefore%7Bcontent%3A%22%5Ce192%22%7D%2Eglyphicon%2Dsound%2D7%2D1%3Abefore%7Bcontent%3A%22%5Ce193%22%7D%2Eglyphicon%2Dcopyright%2Dmark%3Abefore%7Bcontent%3A%22%5Ce194%22%7D%2Eglyphicon%2Dregistration%2Dmark%3Abefore%7Bcontent%3A%22%5Ce195%22%7D%2Eglyphicon%2Dcloud%2Ddownload%3Abefore%7Bcontent%3A%22%5Ce197%22%7D%2Eglyphicon%2Dcloud%2Dupload%3Abefore%7Bcontent%3A%22%5Ce198%22%7D%2Eglyphicon%2Dtree%2Dconifer%3Abefore%7Bcontent%3A%22%5Ce199%22%7D%2Eglyphicon%2Dtree%2Ddeciduous%3Abefore%7Bcontent%3A%22%5Ce200%22%7D%2Eglyphicon%2Dcd%3Abefore%7Bcontent%3A%22%5Ce201%22%7D%2Eglyphicon%2Dsave%2Dfile%3Abefore%7Bcontent%3A%22%5Ce202%22%7D%2Eglyphicon%2Dopen%2Dfile%3Abefore%7Bcontent%3A%22%5Ce203%22%7D%2Eglyphicon%2Dlevel%2Dup%3Abefore%7Bcontent%3A%22%5Ce204%22%7D%2Eglyphicon%2Dcopy%3Abefore%7Bcontent%3A%22%5Ce205%22%7D%2Eglyphicon%2Dpaste%3Abefore%7Bcontent%3A%22%5Ce206%22%7D%2Eglyphicon%2Dalert%3Abefore%7Bcontent%3A%22%5Ce209%22%7D%2Eglyphicon%2Dequalizer%3Abefore%7Bcontent%3A%22%5Ce210%22%7D%2Eglyphicon%2Dking%3Abefore%7Bcontent%3A%22%5Ce211%22%7D%2Eglyphicon%2Dqueen%3Abefore%7Bcontent%3A%22%5Ce212%22%7D%2Eglyphicon%2Dpawn%3Abefore%7Bcontent%3A%22%5Ce213%22%7D%2Eglyphicon%2Dbishop%3Abefore%7Bcontent%3A%22%5Ce214%22%7D%2Eglyphicon%2Dknight%3Abefore%7Bcontent%3A%22%5Ce215%22%7D%2Eglyphicon%2Dbaby%2Dformula%3Abefore%7Bcontent%3A%22%5Ce216%22%7D%2Eglyphicon%2Dtent%3Abefore%7Bcontent%3A%22%5C26fa%22%7D%2Eglyphicon%2Dblackboard%3Abefore%7Bcontent%3A%22%5Ce218%22%7D%2Eglyphicon%2Dbed%3Abefore%7Bcontent%3A%22%5Ce219%22%7D%2Eglyphicon%2Dapple%3Abefore%7Bcontent%3A%22%5Cf8ff%22%7D%2Eglyphicon%2Derase%3Abefore%7Bcontent%3A%22%5Ce221%22%7D%2Eglyphicon%2Dhourglass%3Abefore%7Bcontent%3A%22%5C231b%22%7D%2Eglyphicon%2Dlamp%3Abefore%7Bcontent%3A%22%5Ce223%22%7D%2Eglyphicon%2Dduplicate%3Abefore%7Bcontent%3A%22%5Ce224%22%7D%2Eglyphicon%2Dpiggy%2Dbank%3Abefore%7Bcontent%3A%22%5Ce225%22%7D%2Eglyphicon%2Dscissors%3Abefore%7Bcontent%3A%22%5Ce226%22%7D%2Eglyphicon%2Dbitcoin%3Abefore%7Bcontent%3A%22%5Ce227%22%7D%2Eglyphicon%2Dbtc%3Abefore%7Bcontent%3A%22%5Ce227%22%7D%2Eglyphicon%2Dxbt%3Abefore%7Bcontent%3A%22%5Ce227%22%7D%2Eglyphicon%2Dyen%3Abefore%7Bcontent%3A%22%5C00a5%22%7D%2Eglyphicon%2Djpy%3Abefore%7Bcontent%3A%22%5C00a5%22%7D%2Eglyphicon%2Druble%3Abefore%7Bcontent%3A%22%5C20bd%22%7D%2Eglyphicon%2Drub%3Abefore%7Bcontent%3A%22%5C20bd%22%7D%2Eglyphicon%2Dscale%3Abefore%7Bcontent%3A%22%5Ce230%22%7D%2Eglyphicon%2Dice%2Dlolly%3Abefore%7Bcontent%3A%22%5Ce231%22%7D%2Eglyphicon%2Dice%2Dlolly%2Dtasted%3Abefore%7Bcontent%3A%22%5Ce232%22%7D%2Eglyphicon%2Deducation%3Abefore%7Bcontent%3A%22%5Ce233%22%7D%2Eglyphicon%2Doption%2Dhorizontal%3Abefore%7Bcontent%3A%22%5Ce234%22%7D%2Eglyphicon%2Doption%2Dvertical%3Abefore%7Bcontent%3A%22%5Ce235%22%7D%2Eglyphicon%2Dmenu%2Dhamburger%3Abefore%7Bcontent%3A%22%5Ce236%22%7D%2Eglyphicon%2Dmodal%2Dwindow%3Abefore%7Bcontent%3A%22%5Ce237%22%7D%2Eglyphicon%2Doil%3Abefore%7Bcontent%3A%22%5Ce238%22%7D%2Eglyphicon%2Dgrain%3Abefore%7Bcontent%3A%22%5Ce239%22%7D%2Eglyphicon%2Dsunglasses%3Abefore%7Bcontent%3A%22%5Ce240%22%7D%2Eglyphicon%2Dtext%2Dsize%3Abefore%7Bcontent%3A%22%5Ce241%22%7D%2Eglyphicon%2Dtext%2Dcolor%3Abefore%7Bcontent%3A%22%5Ce242%22%7D%2Eglyphicon%2Dtext%2Dbackground%3Abefore%7Bcontent%3A%22%5Ce243%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dtop%3Abefore%7Bcontent%3A%22%5Ce244%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dbottom%3Abefore%7Bcontent%3A%22%5Ce245%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dhorizontal%3Abefore%7Bcontent%3A%22%5Ce246%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dleft%3Abefore%7Bcontent%3A%22%5Ce247%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dvertical%3Abefore%7Bcontent%3A%22%5Ce248%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dright%3Abefore%7Bcontent%3A%22%5Ce249%22%7D%2Eglyphicon%2Dtriangle%2Dright%3Abefore%7Bcontent%3A%22%5Ce250%22%7D%2Eglyphicon%2Dtriangle%2Dleft%3Abefore%7Bcontent%3A%22%5Ce251%22%7D%2Eglyphicon%2Dtriangle%2Dbottom%3Abefore%7Bcontent%3A%22%5Ce252%22%7D%2Eglyphicon%2Dtriangle%2Dtop%3Abefore%7Bcontent%3A%22%5Ce253%22%7D%2Eglyphicon%2Dconsole%3Abefore%7Bcontent%3A%22%5Ce254%22%7D%2Eglyphicon%2Dsuperscript%3Abefore%7Bcontent%3A%22%5Ce255%22%7D%2Eglyphicon%2Dsubscript%3Abefore%7Bcontent%3A%22%5Ce256%22%7D%2Eglyphicon%2Dmenu%2Dleft%3Abefore%7Bcontent%3A%22%5Ce257%22%7D%2Eglyphicon%2Dmenu%2Dright%3Abefore%7Bcontent%3A%22%5Ce258%22%7D%2Eglyphicon%2Dmenu%2Ddown%3Abefore%7Bcontent%3A%22%5Ce259%22%7D%2Eglyphicon%2Dmenu%2Dup%3Abefore%7Bcontent%3A%22%5Ce260%22%7D%2A%7B%2Dwebkit%2Dbox%2Dsizing%3Aborder%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Aborder%2Dbox%3Bbox%2Dsizing%3Aborder%2Dbox%7D%3Aafter%2C%3Abefore%7B%2Dwebkit%2Dbox%2Dsizing%3Aborder%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Aborder%2Dbox%3Bbox%2Dsizing%3Aborder%2Dbox%7Dhtml%7Bfont%2Dsize%3A10px%3B%2Dwebkit%2Dtap%2Dhighlight%2Dcolor%3Argba%280%2C0%2C0%2C0%29%7Dbody%7Bfont%2Dfamily%3A%22Helvetica%20Neue%22%2CHelvetica%2CArial%2Csans%2Dserif%3Bfont%2Dsize%3A14px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23fff%7Dbutton%2Cinput%2Cselect%2Ctextarea%7Bfont%2Dfamily%3Ainherit%3Bfont%2Dsize%3Ainherit%3Bline%2Dheight%3Ainherit%7Da%7Bcolor%3A%23337ab7%3Btext%2Ddecoration%3Anone%7Da%3Afocus%2Ca%3Ahover%7Bcolor%3A%2323527c%3Btext%2Ddecoration%3Aunderline%7Da%3Afocus%7Boutline%3Athin%20dotted%3Boutline%3A5px%20auto%20%2Dwebkit%2Dfocus%2Dring%2Dcolor%3Boutline%2Doffset%3A%2D2px%7Dfigure%7Bmargin%3A0%7Dimg%7Bvertical%2Dalign%3Amiddle%7D%2Ecarousel%2Dinner%3E%2Eitem%3Ea%3Eimg%2C%2Ecarousel%2Dinner%3E%2Eitem%3Eimg%2C%2Eimg%2Dresponsive%2C%2Ethumbnail%20a%3Eimg%2C%2Ethumbnail%3Eimg%7Bdisplay%3Ablock%3Bmax%2Dwidth%3A100%25%3Bheight%3Aauto%7D%2Eimg%2Drounded%7Bborder%2Dradius%3A6px%7D%2Eimg%2Dthumbnail%7Bdisplay%3Ainline%2Dblock%3Bmax%2Dwidth%3A100%25%3Bheight%3Aauto%3Bpadding%3A4px%3Bline%2Dheight%3A1%2E42857143%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dtransition%3Aall%20%2E2s%20ease%2Din%2Dout%3B%2Do%2Dtransition%3Aall%20%2E2s%20ease%2Din%2Dout%3Btransition%3Aall%20%2E2s%20ease%2Din%2Dout%7D%2Eimg%2Dcircle%7Bborder%2Dradius%3A50%25%7Dhr%7Bmargin%2Dtop%3A20px%3Bmargin%2Dbottom%3A20px%3Bborder%3A0%3Bborder%2Dtop%3A1px%20solid%20%23eee%7D%2Esr%2Donly%7Bposition%3Aabsolute%3Bwidth%3A1px%3Bheight%3A1px%3Bpadding%3A0%3Bmargin%3A%2D1px%3Boverflow%3Ahidden%3Bclip%3Arect%280%2C0%2C0%2C0%29%3Bborder%3A0%7D%2Esr%2Donly%2Dfocusable%3Aactive%2C%2Esr%2Donly%2Dfocusable%3Afocus%7Bposition%3Astatic%3Bwidth%3Aauto%3Bheight%3Aauto%3Bmargin%3A0%3Boverflow%3Avisible%3Bclip%3Aauto%7D%5Brole%3Dbutton%5D%7Bcursor%3Apointer%7D%2Eh1%2C%2Eh2%2C%2Eh3%2C%2Eh4%2C%2Eh5%2C%2Eh6%2Ch1%2Ch2%2Ch3%2Ch4%2Ch5%2Ch6%7Bfont%2Dfamily%3Ainherit%3Bfont%2Dweight%3A500%3Bline%2Dheight%3A1%2E1%3Bcolor%3Ainherit%7D%2Eh1%20%2Esmall%2C%2Eh1%20small%2C%2Eh2%20%2Esmall%2C%2Eh2%20small%2C%2Eh3%20%2Esmall%2C%2Eh3%20small%2C%2Eh4%20%2Esmall%2C%2Eh4%20small%2C%2Eh5%20%2Esmall%2C%2Eh5%20small%2C%2Eh6%20%2Esmall%2C%2Eh6%20small%2Ch1%20%2Esmall%2Ch1%20small%2Ch2%20%2Esmall%2Ch2%20small%2Ch3%20%2Esmall%2Ch3%20small%2Ch4%20%2Esmall%2Ch4%20small%2Ch5%20%2Esmall%2Ch5%20small%2Ch6%20%2Esmall%2Ch6%20small%7Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%3Bcolor%3A%23777%7D%2Eh1%2C%2Eh2%2C%2Eh3%2Ch1%2Ch2%2Ch3%7Bmargin%2Dtop%3A20px%3Bmargin%2Dbottom%3A10px%7D%2Eh1%20%2Esmall%2C%2Eh1%20small%2C%2Eh2%20%2Esmall%2C%2Eh2%20small%2C%2Eh3%20%2Esmall%2C%2Eh3%20small%2Ch1%20%2Esmall%2Ch1%20small%2Ch2%20%2Esmall%2Ch2%20small%2Ch3%20%2Esmall%2Ch3%20small%7Bfont%2Dsize%3A65%25%7D%2Eh4%2C%2Eh5%2C%2Eh6%2Ch4%2Ch5%2Ch6%7Bmargin%2Dtop%3A10px%3Bmargin%2Dbottom%3A10px%7D%2Eh4%20%2Esmall%2C%2Eh4%20small%2C%2Eh5%20%2Esmall%2C%2Eh5%20small%2C%2Eh6%20%2Esmall%2C%2Eh6%20small%2Ch4%20%2Esmall%2Ch4%20small%2Ch5%20%2Esmall%2Ch5%20small%2Ch6%20%2Esmall%2Ch6%20small%7Bfont%2Dsize%3A75%25%7D%2Eh1%2Ch1%7Bfont%2Dsize%3A36px%7D%2Eh2%2Ch2%7Bfont%2Dsize%3A30px%7D%2Eh3%2Ch3%7Bfont%2Dsize%3A24px%7D%2Eh4%2Ch4%7Bfont%2Dsize%3A18px%7D%2Eh5%2Ch5%7Bfont%2Dsize%3A14px%7D%2Eh6%2Ch6%7Bfont%2Dsize%3A12px%7Dp%7Bmargin%3A0%200%2010px%7D%2Elead%7Bmargin%2Dbottom%3A20px%3Bfont%2Dsize%3A16px%3Bfont%2Dweight%3A300%3Bline%2Dheight%3A1%2E4%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Elead%7Bfont%2Dsize%3A21px%7D%7D%2Esmall%2Csmall%7Bfont%2Dsize%3A85%25%7D%2Emark%2Cmark%7Bpadding%3A%2E2em%3Bbackground%2Dcolor%3A%23fcf8e3%7D%2Etext%2Dleft%7Btext%2Dalign%3Aleft%7D%2Etext%2Dright%7Btext%2Dalign%3Aright%7D%2Etext%2Dcenter%7Btext%2Dalign%3Acenter%7D%2Etext%2Djustify%7Btext%2Dalign%3Ajustify%7D%2Etext%2Dnowrap%7Bwhite%2Dspace%3Anowrap%7D%2Etext%2Dlowercase%7Btext%2Dtransform%3Alowercase%7D%2Etext%2Duppercase%7Btext%2Dtransform%3Auppercase%7D%2Etext%2Dcapitalize%7Btext%2Dtransform%3Acapitalize%7D%2Etext%2Dmuted%7Bcolor%3A%23777%7D%2Etext%2Dprimary%7Bcolor%3A%23337ab7%7Da%2Etext%2Dprimary%3Afocus%2Ca%2Etext%2Dprimary%3Ahover%7Bcolor%3A%23286090%7D%2Etext%2Dsuccess%7Bcolor%3A%233c763d%7Da%2Etext%2Dsuccess%3Afocus%2Ca%2Etext%2Dsuccess%3Ahover%7Bcolor%3A%232b542c%7D%2Etext%2Dinfo%7Bcolor%3A%2331708f%7Da%2Etext%2Dinfo%3Afocus%2Ca%2Etext%2Dinfo%3Ahover%7Bcolor%3A%23245269%7D%2Etext%2Dwarning%7Bcolor%3A%238a6d3b%7Da%2Etext%2Dwarning%3Afocus%2Ca%2Etext%2Dwarning%3Ahover%7Bcolor%3A%2366512c%7D%2Etext%2Ddanger%7Bcolor%3A%23a94442%7Da%2Etext%2Ddanger%3Afocus%2Ca%2Etext%2Ddanger%3Ahover%7Bcolor%3A%23843534%7D%2Ebg%2Dprimary%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23337ab7%7Da%2Ebg%2Dprimary%3Afocus%2Ca%2Ebg%2Dprimary%3Ahover%7Bbackground%2Dcolor%3A%23286090%7D%2Ebg%2Dsuccess%7Bbackground%2Dcolor%3A%23dff0d8%7Da%2Ebg%2Dsuccess%3Afocus%2Ca%2Ebg%2Dsuccess%3Ahover%7Bbackground%2Dcolor%3A%23c1e2b3%7D%2Ebg%2Dinfo%7Bbackground%2Dcolor%3A%23d9edf7%7Da%2Ebg%2Dinfo%3Afocus%2Ca%2Ebg%2Dinfo%3Ahover%7Bbackground%2Dcolor%3A%23afd9ee%7D%2Ebg%2Dwarning%7Bbackground%2Dcolor%3A%23fcf8e3%7Da%2Ebg%2Dwarning%3Afocus%2Ca%2Ebg%2Dwarning%3Ahover%7Bbackground%2Dcolor%3A%23f7ecb5%7D%2Ebg%2Ddanger%7Bbackground%2Dcolor%3A%23f2dede%7Da%2Ebg%2Ddanger%3Afocus%2Ca%2Ebg%2Ddanger%3Ahover%7Bbackground%2Dcolor%3A%23e4b9b9%7D%2Epage%2Dheader%7Bpadding%2Dbottom%3A9px%3Bmargin%3A40px%200%2020px%3Bborder%2Dbottom%3A1px%20solid%20%23eee%7Dol%2Cul%7Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A10px%7Dol%20ol%2Col%20ul%2Cul%20ol%2Cul%20ul%7Bmargin%2Dbottom%3A0%7D%2Elist%2Dunstyled%7Bpadding%2Dleft%3A0%3Blist%2Dstyle%3Anone%7D%2Elist%2Dinline%7Bpadding%2Dleft%3A0%3Bmargin%2Dleft%3A%2D5px%3Blist%2Dstyle%3Anone%7D%2Elist%2Dinline%3Eli%7Bdisplay%3Ainline%2Dblock%3Bpadding%2Dright%3A5px%3Bpadding%2Dleft%3A5px%7Ddl%7Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A20px%7Ddd%2Cdt%7Bline%2Dheight%3A1%2E42857143%7Ddt%7Bfont%2Dweight%3A700%7Ddd%7Bmargin%2Dleft%3A0%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Edl%2Dhorizontal%20dt%7Bfloat%3Aleft%3Bwidth%3A160px%3Boverflow%3Ahidden%3Bclear%3Aleft%3Btext%2Dalign%3Aright%3Btext%2Doverflow%3Aellipsis%3Bwhite%2Dspace%3Anowrap%7D%2Edl%2Dhorizontal%20dd%7Bmargin%2Dleft%3A180px%7D%7Dabbr%5Bdata%2Doriginal%2Dtitle%5D%2Cabbr%5Btitle%5D%7Bcursor%3Ahelp%3Bborder%2Dbottom%3A1px%20dotted%20%23777%7D%2Einitialism%7Bfont%2Dsize%3A90%25%3Btext%2Dtransform%3Auppercase%7Dblockquote%7Bpadding%3A10px%2020px%3Bmargin%3A0%200%2020px%3Bfont%2Dsize%3A17%2E5px%3Bborder%2Dleft%3A5px%20solid%20%23eee%7Dblockquote%20ol%3Alast%2Dchild%2Cblockquote%20p%3Alast%2Dchild%2Cblockquote%20ul%3Alast%2Dchild%7Bmargin%2Dbottom%3A0%7Dblockquote%20%2Esmall%2Cblockquote%20footer%2Cblockquote%20small%7Bdisplay%3Ablock%3Bfont%2Dsize%3A80%25%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23777%7Dblockquote%20%2Esmall%3Abefore%2Cblockquote%20footer%3Abefore%2Cblockquote%20small%3Abefore%7Bcontent%3A%27%5C2014%20%5C00A0%27%7D%2Eblockquote%2Dreverse%2Cblockquote%2Epull%2Dright%7Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A0%3Btext%2Dalign%3Aright%3Bborder%2Dright%3A5px%20solid%20%23eee%3Bborder%2Dleft%3A0%7D%2Eblockquote%2Dreverse%20%2Esmall%3Abefore%2C%2Eblockquote%2Dreverse%20footer%3Abefore%2C%2Eblockquote%2Dreverse%20small%3Abefore%2Cblockquote%2Epull%2Dright%20%2Esmall%3Abefore%2Cblockquote%2Epull%2Dright%20footer%3Abefore%2Cblockquote%2Epull%2Dright%20small%3Abefore%7Bcontent%3A%27%27%7D%2Eblockquote%2Dreverse%20%2Esmall%3Aafter%2C%2Eblockquote%2Dreverse%20footer%3Aafter%2C%2Eblockquote%2Dreverse%20small%3Aafter%2Cblockquote%2Epull%2Dright%20%2Esmall%3Aafter%2Cblockquote%2Epull%2Dright%20footer%3Aafter%2Cblockquote%2Epull%2Dright%20small%3Aafter%7Bcontent%3A%27%5C00A0%20%5C2014%27%7Daddress%7Bmargin%2Dbottom%3A20px%3Bfont%2Dstyle%3Anormal%3Bline%2Dheight%3A1%2E42857143%7Dcode%2Ckbd%2Cpre%2Csamp%7Bfont%2Dfamily%3Amonospace%7Dcode%7Bpadding%3A2px%204px%3Bfont%2Dsize%3A90%25%3Bcolor%3A%23c7254e%3Bbackground%2Dcolor%3A%23f9f2f4%3Bborder%2Dradius%3A4px%7Dkbd%7Bpadding%3A2px%204px%3Bfont%2Dsize%3A90%25%3Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23333%3Bborder%2Dradius%3A3px%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%20%2D1px%200%20rgba%280%2C0%2C0%2C%2E25%29%3Bbox%2Dshadow%3Ainset%200%20%2D1px%200%20rgba%280%2C0%2C0%2C%2E25%29%7Dkbd%20kbd%7Bpadding%3A0%3Bfont%2Dsize%3A100%25%3Bfont%2Dweight%3A700%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7Dpre%7Bdisplay%3Ablock%3Bpadding%3A9%2E5px%3Bmargin%3A0%200%2010px%3Bfont%2Dsize%3A13px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23333%3Bword%2Dbreak%3Abreak%2Dall%3Bword%2Dwrap%3Abreak%2Dword%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%3A1px%20solid%20%23ccc%3Bborder%2Dradius%3A4px%7Dpre%20code%7Bpadding%3A0%3Bfont%2Dsize%3Ainherit%3Bcolor%3Ainherit%3Bwhite%2Dspace%3Apre%2Dwrap%3Bbackground%2Dcolor%3Atransparent%3Bborder%2Dradius%3A0%7D%2Epre%2Dscrollable%7Bmax%2Dheight%3A340px%3Boverflow%2Dy%3Ascroll%7D%2Econtainer%7Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A15px%3Bmargin%2Dright%3Aauto%3Bmargin%2Dleft%3Aauto%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Econtainer%7Bwidth%3A750px%7D%7D%40media%20%28min%2Dwidth%3A992px%29%7B%2Econtainer%7Bwidth%3A970px%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Econtainer%7Bwidth%3A1170px%7D%7D%2Econtainer%2Dfluid%7Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A15px%3Bmargin%2Dright%3Aauto%3Bmargin%2Dleft%3Aauto%7D%2Erow%7Bmargin%2Dright%3A%2D15px%3Bmargin%2Dleft%3A%2D15px%7D%2Ecol%2Dlg%2D1%2C%2Ecol%2Dlg%2D10%2C%2Ecol%2Dlg%2D11%2C%2Ecol%2Dlg%2D12%2C%2Ecol%2Dlg%2D2%2C%2Ecol%2Dlg%2D3%2C%2Ecol%2Dlg%2D4%2C%2Ecol%2Dlg%2D5%2C%2Ecol%2Dlg%2D6%2C%2Ecol%2Dlg%2D7%2C%2Ecol%2Dlg%2D8%2C%2Ecol%2Dlg%2D9%2C%2Ecol%2Dmd%2D1%2C%2Ecol%2Dmd%2D10%2C%2Ecol%2Dmd%2D11%2C%2Ecol%2Dmd%2D12%2C%2Ecol%2Dmd%2D2%2C%2Ecol%2Dmd%2D3%2C%2Ecol%2Dmd%2D4%2C%2Ecol%2Dmd%2D5%2C%2Ecol%2Dmd%2D6%2C%2Ecol%2Dmd%2D7%2C%2Ecol%2Dmd%2D8%2C%2Ecol%2Dmd%2D9%2C%2Ecol%2Dsm%2D1%2C%2Ecol%2Dsm%2D10%2C%2Ecol%2Dsm%2D11%2C%2Ecol%2Dsm%2D12%2C%2Ecol%2Dsm%2D2%2C%2Ecol%2Dsm%2D3%2C%2Ecol%2Dsm%2D4%2C%2Ecol%2Dsm%2D5%2C%2Ecol%2Dsm%2D6%2C%2Ecol%2Dsm%2D7%2C%2Ecol%2Dsm%2D8%2C%2Ecol%2Dsm%2D9%2C%2Ecol%2Dxs%2D1%2C%2Ecol%2Dxs%2D10%2C%2Ecol%2Dxs%2D11%2C%2Ecol%2Dxs%2D12%2C%2Ecol%2Dxs%2D2%2C%2Ecol%2Dxs%2D3%2C%2Ecol%2Dxs%2D4%2C%2Ecol%2Dxs%2D5%2C%2Ecol%2Dxs%2D6%2C%2Ecol%2Dxs%2D7%2C%2Ecol%2Dxs%2D8%2C%2Ecol%2Dxs%2D9%7Bposition%3Arelative%3Bmin%2Dheight%3A1px%3Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A15px%7D%2Ecol%2Dxs%2D1%2C%2Ecol%2Dxs%2D10%2C%2Ecol%2Dxs%2D11%2C%2Ecol%2Dxs%2D12%2C%2Ecol%2Dxs%2D2%2C%2Ecol%2Dxs%2D3%2C%2Ecol%2Dxs%2D4%2C%2Ecol%2Dxs%2D5%2C%2Ecol%2Dxs%2D6%2C%2Ecol%2Dxs%2D7%2C%2Ecol%2Dxs%2D8%2C%2Ecol%2Dxs%2D9%7Bfloat%3Aleft%7D%2Ecol%2Dxs%2D12%7Bwidth%3A100%25%7D%2Ecol%2Dxs%2D11%7Bwidth%3A91%2E66666667%25%7D%2Ecol%2Dxs%2D10%7Bwidth%3A83%2E33333333%25%7D%2Ecol%2Dxs%2D9%7Bwidth%3A75%25%7D%2Ecol%2Dxs%2D8%7Bwidth%3A66%2E66666667%25%7D%2Ecol%2Dxs%2D7%7Bwidth%3A58%2E33333333%25%7D%2Ecol%2Dxs%2D6%7Bwidth%3A50%25%7D%2Ecol%2Dxs%2D5%7Bwidth%3A41%2E66666667%25%7D%2Ecol%2Dxs%2D4%7Bwidth%3A33%2E33333333%25%7D%2Ecol%2Dxs%2D3%7Bwidth%3A25%25%7D%2Ecol%2Dxs%2D2%7Bwidth%3A16%2E66666667%25%7D%2Ecol%2Dxs%2D1%7Bwidth%3A8%2E33333333%25%7D%2Ecol%2Dxs%2Dpull%2D12%7Bright%3A100%25%7D%2Ecol%2Dxs%2Dpull%2D11%7Bright%3A91%2E66666667%25%7D%2Ecol%2Dxs%2Dpull%2D10%7Bright%3A83%2E33333333%25%7D%2Ecol%2Dxs%2Dpull%2D9%7Bright%3A75%25%7D%2Ecol%2Dxs%2Dpull%2D8%7Bright%3A66%2E66666667%25%7D%2Ecol%2Dxs%2Dpull%2D7%7Bright%3A58%2E33333333%25%7D%2Ecol%2Dxs%2Dpull%2D6%7Bright%3A50%25%7D%2Ecol%2Dxs%2Dpull%2D5%7Bright%3A41%2E66666667%25%7D%2Ecol%2Dxs%2Dpull%2D4%7Bright%3A33%2E33333333%25%7D%2Ecol%2Dxs%2Dpull%2D3%7Bright%3A25%25%7D%2Ecol%2Dxs%2Dpull%2D2%7Bright%3A16%2E66666667%25%7D%2Ecol%2Dxs%2Dpull%2D1%7Bright%3A8%2E33333333%25%7D%2Ecol%2Dxs%2Dpull%2D0%7Bright%3Aauto%7D%2Ecol%2Dxs%2Dpush%2D12%7Bleft%3A100%25%7D%2Ecol%2Dxs%2Dpush%2D11%7Bleft%3A91%2E66666667%25%7D%2Ecol%2Dxs%2Dpush%2D10%7Bleft%3A83%2E33333333%25%7D%2Ecol%2Dxs%2Dpush%2D9%7Bleft%3A75%25%7D%2Ecol%2Dxs%2Dpush%2D8%7Bleft%3A66%2E66666667%25%7D%2Ecol%2Dxs%2Dpush%2D7%7Bleft%3A58%2E33333333%25%7D%2Ecol%2Dxs%2Dpush%2D6%7Bleft%3A50%25%7D%2Ecol%2Dxs%2Dpush%2D5%7Bleft%3A41%2E66666667%25%7D%2Ecol%2Dxs%2Dpush%2D4%7Bleft%3A33%2E33333333%25%7D%2Ecol%2Dxs%2Dpush%2D3%7Bleft%3A25%25%7D%2Ecol%2Dxs%2Dpush%2D2%7Bleft%3A16%2E66666667%25%7D%2Ecol%2Dxs%2Dpush%2D1%7Bleft%3A8%2E33333333%25%7D%2Ecol%2Dxs%2Dpush%2D0%7Bleft%3Aauto%7D%2Ecol%2Dxs%2Doffset%2D12%7Bmargin%2Dleft%3A100%25%7D%2Ecol%2Dxs%2Doffset%2D11%7Bmargin%2Dleft%3A91%2E66666667%25%7D%2Ecol%2Dxs%2Doffset%2D10%7Bmargin%2Dleft%3A83%2E33333333%25%7D%2Ecol%2Dxs%2Doffset%2D9%7Bmargin%2Dleft%3A75%25%7D%2Ecol%2Dxs%2Doffset%2D8%7Bmargin%2Dleft%3A66%2E66666667%25%7D%2Ecol%2Dxs%2Doffset%2D7%7Bmargin%2Dleft%3A58%2E33333333%25%7D%2Ecol%2Dxs%2Doffset%2D6%7Bmargin%2Dleft%3A50%25%7D%2Ecol%2Dxs%2Doffset%2D5%7Bmargin%2Dleft%3A41%2E66666667%25%7D%2Ecol%2Dxs%2Doffset%2D4%7Bmargin%2Dleft%3A33%2E33333333%25%7D%2Ecol%2Dxs%2Doffset%2D3%7Bmargin%2Dleft%3A25%25%7D%2Ecol%2Dxs%2Doffset%2D2%7Bmargin%2Dleft%3A16%2E66666667%25%7D%2Ecol%2Dxs%2Doffset%2D1%7Bmargin%2Dleft%3A8%2E33333333%25%7D%2Ecol%2Dxs%2Doffset%2D0%7Bmargin%2Dleft%3A0%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Ecol%2Dsm%2D1%2C%2Ecol%2Dsm%2D10%2C%2Ecol%2Dsm%2D11%2C%2Ecol%2Dsm%2D12%2C%2Ecol%2Dsm%2D2%2C%2Ecol%2Dsm%2D3%2C%2Ecol%2Dsm%2D4%2C%2Ecol%2Dsm%2D5%2C%2Ecol%2Dsm%2D6%2C%2Ecol%2Dsm%2D7%2C%2Ecol%2Dsm%2D8%2C%2Ecol%2Dsm%2D9%7Bfloat%3Aleft%7D%2Ecol%2Dsm%2D12%7Bwidth%3A100%25%7D%2Ecol%2Dsm%2D11%7Bwidth%3A91%2E66666667%25%7D%2Ecol%2Dsm%2D10%7Bwidth%3A83%2E33333333%25%7D%2Ecol%2Dsm%2D9%7Bwidth%3A75%25%7D%2Ecol%2Dsm%2D8%7Bwidth%3A66%2E66666667%25%7D%2Ecol%2Dsm%2D7%7Bwidth%3A58%2E33333333%25%7D%2Ecol%2Dsm%2D6%7Bwidth%3A50%25%7D%2Ecol%2Dsm%2D5%7Bwidth%3A41%2E66666667%25%7D%2Ecol%2Dsm%2D4%7Bwidth%3A33%2E33333333%25%7D%2Ecol%2Dsm%2D3%7Bwidth%3A25%25%7D%2Ecol%2Dsm%2D2%7Bwidth%3A16%2E66666667%25%7D%2Ecol%2Dsm%2D1%7Bwidth%3A8%2E33333333%25%7D%2Ecol%2Dsm%2Dpull%2D12%7Bright%3A100%25%7D%2Ecol%2Dsm%2Dpull%2D11%7Bright%3A91%2E66666667%25%7D%2Ecol%2Dsm%2Dpull%2D10%7Bright%3A83%2E33333333%25%7D%2Ecol%2Dsm%2Dpull%2D9%7Bright%3A75%25%7D%2Ecol%2Dsm%2Dpull%2D8%7Bright%3A66%2E66666667%25%7D%2Ecol%2Dsm%2Dpull%2D7%7Bright%3A58%2E33333333%25%7D%2Ecol%2Dsm%2Dpull%2D6%7Bright%3A50%25%7D%2Ecol%2Dsm%2Dpull%2D5%7Bright%3A41%2E66666667%25%7D%2Ecol%2Dsm%2Dpull%2D4%7Bright%3A33%2E33333333%25%7D%2Ecol%2Dsm%2Dpull%2D3%7Bright%3A25%25%7D%2Ecol%2Dsm%2Dpull%2D2%7Bright%3A16%2E66666667%25%7D%2Ecol%2Dsm%2Dpull%2D1%7Bright%3A8%2E33333333%25%7D%2Ecol%2Dsm%2Dpull%2D0%7Bright%3Aauto%7D%2Ecol%2Dsm%2Dpush%2D12%7Bleft%3A100%25%7D%2Ecol%2Dsm%2Dpush%2D11%7Bleft%3A91%2E66666667%25%7D%2Ecol%2Dsm%2Dpush%2D10%7Bleft%3A83%2E33333333%25%7D%2Ecol%2Dsm%2Dpush%2D9%7Bleft%3A75%25%7D%2Ecol%2Dsm%2Dpush%2D8%7Bleft%3A66%2E66666667%25%7D%2Ecol%2Dsm%2Dpush%2D7%7Bleft%3A58%2E33333333%25%7D%2Ecol%2Dsm%2Dpush%2D6%7Bleft%3A50%25%7D%2Ecol%2Dsm%2Dpush%2D5%7Bleft%3A41%2E66666667%25%7D%2Ecol%2Dsm%2Dpush%2D4%7Bleft%3A33%2E33333333%25%7D%2Ecol%2Dsm%2Dpush%2D3%7Bleft%3A25%25%7D%2Ecol%2Dsm%2Dpush%2D2%7Bleft%3A16%2E66666667%25%7D%2Ecol%2Dsm%2Dpush%2D1%7Bleft%3A8%2E33333333%25%7D%2Ecol%2Dsm%2Dpush%2D0%7Bleft%3Aauto%7D%2Ecol%2Dsm%2Doffset%2D12%7Bmargin%2Dleft%3A100%25%7D%2Ecol%2Dsm%2Doffset%2D11%7Bmargin%2Dleft%3A91%2E66666667%25%7D%2Ecol%2Dsm%2Doffset%2D10%7Bmargin%2Dleft%3A83%2E33333333%25%7D%2Ecol%2Dsm%2Doffset%2D9%7Bmargin%2Dleft%3A75%25%7D%2Ecol%2Dsm%2Doffset%2D8%7Bmargin%2Dleft%3A66%2E66666667%25%7D%2Ecol%2Dsm%2Doffset%2D7%7Bmargin%2Dleft%3A58%2E33333333%25%7D%2Ecol%2Dsm%2Doffset%2D6%7Bmargin%2Dleft%3A50%25%7D%2Ecol%2Dsm%2Doffset%2D5%7Bmargin%2Dleft%3A41%2E66666667%25%7D%2Ecol%2Dsm%2Doffset%2D4%7Bmargin%2Dleft%3A33%2E33333333%25%7D%2Ecol%2Dsm%2Doffset%2D3%7Bmargin%2Dleft%3A25%25%7D%2Ecol%2Dsm%2Doffset%2D2%7Bmargin%2Dleft%3A16%2E66666667%25%7D%2Ecol%2Dsm%2Doffset%2D1%7Bmargin%2Dleft%3A8%2E33333333%25%7D%2Ecol%2Dsm%2Doffset%2D0%7Bmargin%2Dleft%3A0%7D%7D%40media%20%28min%2Dwidth%3A992px%29%7B%2Ecol%2Dmd%2D1%2C%2Ecol%2Dmd%2D10%2C%2Ecol%2Dmd%2D11%2C%2Ecol%2Dmd%2D12%2C%2Ecol%2Dmd%2D2%2C%2Ecol%2Dmd%2D3%2C%2Ecol%2Dmd%2D4%2C%2Ecol%2Dmd%2D5%2C%2Ecol%2Dmd%2D6%2C%2Ecol%2Dmd%2D7%2C%2Ecol%2Dmd%2D8%2C%2Ecol%2Dmd%2D9%7Bfloat%3Aleft%7D%2Ecol%2Dmd%2D12%7Bwidth%3A100%25%7D%2Ecol%2Dmd%2D11%7Bwidth%3A91%2E66666667%25%7D%2Ecol%2Dmd%2D10%7Bwidth%3A83%2E33333333%25%7D%2Ecol%2Dmd%2D9%7Bwidth%3A75%25%7D%2Ecol%2Dmd%2D8%7Bwidth%3A66%2E66666667%25%7D%2Ecol%2Dmd%2D7%7Bwidth%3A58%2E33333333%25%7D%2Ecol%2Dmd%2D6%7Bwidth%3A50%25%7D%2Ecol%2Dmd%2D5%7Bwidth%3A41%2E66666667%25%7D%2Ecol%2Dmd%2D4%7Bwidth%3A33%2E33333333%25%7D%2Ecol%2Dmd%2D3%7Bwidth%3A25%25%7D%2Ecol%2Dmd%2D2%7Bwidth%3A16%2E66666667%25%7D%2Ecol%2Dmd%2D1%7Bwidth%3A8%2E33333333%25%7D%2Ecol%2Dmd%2Dpull%2D12%7Bright%3A100%25%7D%2Ecol%2Dmd%2Dpull%2D11%7Bright%3A91%2E66666667%25%7D%2Ecol%2Dmd%2Dpull%2D10%7Bright%3A83%2E33333333%25%7D%2Ecol%2Dmd%2Dpull%2D9%7Bright%3A75%25%7D%2Ecol%2Dmd%2Dpull%2D8%7Bright%3A66%2E66666667%25%7D%2Ecol%2Dmd%2Dpull%2D7%7Bright%3A58%2E33333333%25%7D%2Ecol%2Dmd%2Dpull%2D6%7Bright%3A50%25%7D%2Ecol%2Dmd%2Dpull%2D5%7Bright%3A41%2E66666667%25%7D%2Ecol%2Dmd%2Dpull%2D4%7Bright%3A33%2E33333333%25%7D%2Ecol%2Dmd%2Dpull%2D3%7Bright%3A25%25%7D%2Ecol%2Dmd%2Dpull%2D2%7Bright%3A16%2E66666667%25%7D%2Ecol%2Dmd%2Dpull%2D1%7Bright%3A8%2E33333333%25%7D%2Ecol%2Dmd%2Dpull%2D0%7Bright%3Aauto%7D%2Ecol%2Dmd%2Dpush%2D12%7Bleft%3A100%25%7D%2Ecol%2Dmd%2Dpush%2D11%7Bleft%3A91%2E66666667%25%7D%2Ecol%2Dmd%2Dpush%2D10%7Bleft%3A83%2E33333333%25%7D%2Ecol%2Dmd%2Dpush%2D9%7Bleft%3A75%25%7D%2Ecol%2Dmd%2Dpush%2D8%7Bleft%3A66%2E66666667%25%7D%2Ecol%2Dmd%2Dpush%2D7%7Bleft%3A58%2E33333333%25%7D%2Ecol%2Dmd%2Dpush%2D6%7Bleft%3A50%25%7D%2Ecol%2Dmd%2Dpush%2D5%7Bleft%3A41%2E66666667%25%7D%2Ecol%2Dmd%2Dpush%2D4%7Bleft%3A33%2E33333333%25%7D%2Ecol%2Dmd%2Dpush%2D3%7Bleft%3A25%25%7D%2Ecol%2Dmd%2Dpush%2D2%7Bleft%3A16%2E66666667%25%7D%2Ecol%2Dmd%2Dpush%2D1%7Bleft%3A8%2E33333333%25%7D%2Ecol%2Dmd%2Dpush%2D0%7Bleft%3Aauto%7D%2Ecol%2Dmd%2Doffset%2D12%7Bmargin%2Dleft%3A100%25%7D%2Ecol%2Dmd%2Doffset%2D11%7Bmargin%2Dleft%3A91%2E66666667%25%7D%2Ecol%2Dmd%2Doffset%2D10%7Bmargin%2Dleft%3A83%2E33333333%25%7D%2Ecol%2Dmd%2Doffset%2D9%7Bmargin%2Dleft%3A75%25%7D%2Ecol%2Dmd%2Doffset%2D8%7Bmargin%2Dleft%3A66%2E66666667%25%7D%2Ecol%2Dmd%2Doffset%2D7%7Bmargin%2Dleft%3A58%2E33333333%25%7D%2Ecol%2Dmd%2Doffset%2D6%7Bmargin%2Dleft%3A50%25%7D%2Ecol%2Dmd%2Doffset%2D5%7Bmargin%2Dleft%3A41%2E66666667%25%7D%2Ecol%2Dmd%2Doffset%2D4%7Bmargin%2Dleft%3A33%2E33333333%25%7D%2Ecol%2Dmd%2Doffset%2D3%7Bmargin%2Dleft%3A25%25%7D%2Ecol%2Dmd%2Doffset%2D2%7Bmargin%2Dleft%3A16%2E66666667%25%7D%2Ecol%2Dmd%2Doffset%2D1%7Bmargin%2Dleft%3A8%2E33333333%25%7D%2Ecol%2Dmd%2Doffset%2D0%7Bmargin%2Dleft%3A0%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Ecol%2Dlg%2D1%2C%2Ecol%2Dlg%2D10%2C%2Ecol%2Dlg%2D11%2C%2Ecol%2Dlg%2D12%2C%2Ecol%2Dlg%2D2%2C%2Ecol%2Dlg%2D3%2C%2Ecol%2Dlg%2D4%2C%2Ecol%2Dlg%2D5%2C%2Ecol%2Dlg%2D6%2C%2Ecol%2Dlg%2D7%2C%2Ecol%2Dlg%2D8%2C%2Ecol%2Dlg%2D9%7Bfloat%3Aleft%7D%2Ecol%2Dlg%2D12%7Bwidth%3A100%25%7D%2Ecol%2Dlg%2D11%7Bwidth%3A91%2E66666667%25%7D%2Ecol%2Dlg%2D10%7Bwidth%3A83%2E33333333%25%7D%2Ecol%2Dlg%2D9%7Bwidth%3A75%25%7D%2Ecol%2Dlg%2D8%7Bwidth%3A66%2E66666667%25%7D%2Ecol%2Dlg%2D7%7Bwidth%3A58%2E33333333%25%7D%2Ecol%2Dlg%2D6%7Bwidth%3A50%25%7D%2Ecol%2Dlg%2D5%7Bwidth%3A41%2E66666667%25%7D%2Ecol%2Dlg%2D4%7Bwidth%3A33%2E33333333%25%7D%2Ecol%2Dlg%2D3%7Bwidth%3A25%25%7D%2Ecol%2Dlg%2D2%7Bwidth%3A16%2E66666667%25%7D%2Ecol%2Dlg%2D1%7Bwidth%3A8%2E33333333%25%7D%2Ecol%2Dlg%2Dpull%2D12%7Bright%3A100%25%7D%2Ecol%2Dlg%2Dpull%2D11%7Bright%3A91%2E66666667%25%7D%2Ecol%2Dlg%2Dpull%2D10%7Bright%3A83%2E33333333%25%7D%2Ecol%2Dlg%2Dpull%2D9%7Bright%3A75%25%7D%2Ecol%2Dlg%2Dpull%2D8%7Bright%3A66%2E66666667%25%7D%2Ecol%2Dlg%2Dpull%2D7%7Bright%3A58%2E33333333%25%7D%2Ecol%2Dlg%2Dpull%2D6%7Bright%3A50%25%7D%2Ecol%2Dlg%2Dpull%2D5%7Bright%3A41%2E66666667%25%7D%2Ecol%2Dlg%2Dpull%2D4%7Bright%3A33%2E33333333%25%7D%2Ecol%2Dlg%2Dpull%2D3%7Bright%3A25%25%7D%2Ecol%2Dlg%2Dpull%2D2%7Bright%3A16%2E66666667%25%7D%2Ecol%2Dlg%2Dpull%2D1%7Bright%3A8%2E33333333%25%7D%2Ecol%2Dlg%2Dpull%2D0%7Bright%3Aauto%7D%2Ecol%2Dlg%2Dpush%2D12%7Bleft%3A100%25%7D%2Ecol%2Dlg%2Dpush%2D11%7Bleft%3A91%2E66666667%25%7D%2Ecol%2Dlg%2Dpush%2D10%7Bleft%3A83%2E33333333%25%7D%2Ecol%2Dlg%2Dpush%2D9%7Bleft%3A75%25%7D%2Ecol%2Dlg%2Dpush%2D8%7Bleft%3A66%2E66666667%25%7D%2Ecol%2Dlg%2Dpush%2D7%7Bleft%3A58%2E33333333%25%7D%2Ecol%2Dlg%2Dpush%2D6%7Bleft%3A50%25%7D%2Ecol%2Dlg%2Dpush%2D5%7Bleft%3A41%2E66666667%25%7D%2Ecol%2Dlg%2Dpush%2D4%7Bleft%3A33%2E33333333%25%7D%2Ecol%2Dlg%2Dpush%2D3%7Bleft%3A25%25%7D%2Ecol%2Dlg%2Dpush%2D2%7Bleft%3A16%2E66666667%25%7D%2Ecol%2Dlg%2Dpush%2D1%7Bleft%3A8%2E33333333%25%7D%2Ecol%2Dlg%2Dpush%2D0%7Bleft%3Aauto%7D%2Ecol%2Dlg%2Doffset%2D12%7Bmargin%2Dleft%3A100%25%7D%2Ecol%2Dlg%2Doffset%2D11%7Bmargin%2Dleft%3A91%2E66666667%25%7D%2Ecol%2Dlg%2Doffset%2D10%7Bmargin%2Dleft%3A83%2E33333333%25%7D%2Ecol%2Dlg%2Doffset%2D9%7Bmargin%2Dleft%3A75%25%7D%2Ecol%2Dlg%2Doffset%2D8%7Bmargin%2Dleft%3A66%2E66666667%25%7D%2Ecol%2Dlg%2Doffset%2D7%7Bmargin%2Dleft%3A58%2E33333333%25%7D%2Ecol%2Dlg%2Doffset%2D6%7Bmargin%2Dleft%3A50%25%7D%2Ecol%2Dlg%2Doffset%2D5%7Bmargin%2Dleft%3A41%2E66666667%25%7D%2Ecol%2Dlg%2Doffset%2D4%7Bmargin%2Dleft%3A33%2E33333333%25%7D%2Ecol%2Dlg%2Doffset%2D3%7Bmargin%2Dleft%3A25%25%7D%2Ecol%2Dlg%2Doffset%2D2%7Bmargin%2Dleft%3A16%2E66666667%25%7D%2Ecol%2Dlg%2Doffset%2D1%7Bmargin%2Dleft%3A8%2E33333333%25%7D%2Ecol%2Dlg%2Doffset%2D0%7Bmargin%2Dleft%3A0%7D%7Dtable%7Bbackground%2Dcolor%3Atransparent%7Dcaption%7Bpadding%2Dtop%3A8px%3Bpadding%2Dbottom%3A8px%3Bcolor%3A%23777%3Btext%2Dalign%3Aleft%7Dth%7B%7D%2Etable%7Bwidth%3A100%25%3Bmax%2Dwidth%3A100%25%3Bmargin%2Dbottom%3A20px%7D%2Etable%3Etbody%3Etr%3Etd%2C%2Etable%3Etbody%3Etr%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2C%2Etable%3Etfoot%3Etr%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2C%2Etable%3Ethead%3Etr%3Eth%7Bpadding%3A8px%3Bline%2Dheight%3A1%2E42857143%3Bvertical%2Dalign%3Atop%3Bborder%2Dtop%3A1px%20solid%20%23ddd%7D%2Etable%3Ethead%3Etr%3Eth%7Bvertical%2Dalign%3Abottom%3Bborder%2Dbottom%3A2px%20solid%20%23ddd%7D%2Etable%3Ecaption%2Bthead%3Etr%3Afirst%2Dchild%3Etd%2C%2Etable%3Ecaption%2Bthead%3Etr%3Afirst%2Dchild%3Eth%2C%2Etable%3Ecolgroup%2Bthead%3Etr%3Afirst%2Dchild%3Etd%2C%2Etable%3Ecolgroup%2Bthead%3Etr%3Afirst%2Dchild%3Eth%2C%2Etable%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%3Etd%2C%2Etable%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%3Eth%7Bborder%2Dtop%3A0%7D%2Etable%3Etbody%2Btbody%7Bborder%2Dtop%3A2px%20solid%20%23ddd%7D%2Etable%20%2Etable%7Bbackground%2Dcolor%3A%23fff%7D%2Etable%2Dcondensed%3Etbody%3Etr%3Etd%2C%2Etable%2Dcondensed%3Etbody%3Etr%3Eth%2C%2Etable%2Dcondensed%3Etfoot%3Etr%3Etd%2C%2Etable%2Dcondensed%3Etfoot%3Etr%3Eth%2C%2Etable%2Dcondensed%3Ethead%3Etr%3Etd%2C%2Etable%2Dcondensed%3Ethead%3Etr%3Eth%7Bpadding%3A5px%7D%2Etable%2Dbordered%7Bborder%3A1px%20solid%20%23ddd%7D%2Etable%2Dbordered%3Etbody%3Etr%3Etd%2C%2Etable%2Dbordered%3Etbody%3Etr%3Eth%2C%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%2C%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%2C%2Etable%2Dbordered%3Ethead%3Etr%3Etd%2C%2Etable%2Dbordered%3Ethead%3Etr%3Eth%7Bborder%3A1px%20solid%20%23ddd%7D%2Etable%2Dbordered%3Ethead%3Etr%3Etd%2C%2Etable%2Dbordered%3Ethead%3Etr%3Eth%7Bborder%2Dbottom%2Dwidth%3A2px%7D%2Etable%2Dstriped%3Etbody%3Etr%3Anth%2Dof%2Dtype%28odd%29%7Bbackground%2Dcolor%3A%23f9f9f9%7D%2Etable%2Dhover%3Etbody%3Etr%3Ahover%7Bbackground%2Dcolor%3A%23f5f5f5%7Dtable%20col%5Bclass%2A%3Dcol%2D%5D%7Bposition%3Astatic%3Bdisplay%3Atable%2Dcolumn%3Bfloat%3Anone%7Dtable%20td%5Bclass%2A%3Dcol%2D%5D%2Ctable%20th%5Bclass%2A%3Dcol%2D%5D%7Bposition%3Astatic%3Bdisplay%3Atable%2Dcell%3Bfloat%3Anone%7D%2Etable%3Etbody%3Etr%2Eactive%3Etd%2C%2Etable%3Etbody%3Etr%2Eactive%3Eth%2C%2Etable%3Etbody%3Etr%3Etd%2Eactive%2C%2Etable%3Etbody%3Etr%3Eth%2Eactive%2C%2Etable%3Etfoot%3Etr%2Eactive%3Etd%2C%2Etable%3Etfoot%3Etr%2Eactive%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2Eactive%2C%2Etable%3Etfoot%3Etr%3Eth%2Eactive%2C%2Etable%3Ethead%3Etr%2Eactive%3Etd%2C%2Etable%3Ethead%3Etr%2Eactive%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2Eactive%2C%2Etable%3Ethead%3Etr%3Eth%2Eactive%7Bbackground%2Dcolor%3A%23f5f5f5%7D%2Etable%2Dhover%3Etbody%3Etr%2Eactive%3Ahover%3Etd%2C%2Etable%2Dhover%3Etbody%3Etr%2Eactive%3Ahover%3Eth%2C%2Etable%2Dhover%3Etbody%3Etr%3Ahover%3E%2Eactive%2C%2Etable%2Dhover%3Etbody%3Etr%3Etd%2Eactive%3Ahover%2C%2Etable%2Dhover%3Etbody%3Etr%3Eth%2Eactive%3Ahover%7Bbackground%2Dcolor%3A%23e8e8e8%7D%2Etable%3Etbody%3Etr%2Esuccess%3Etd%2C%2Etable%3Etbody%3Etr%2Esuccess%3Eth%2C%2Etable%3Etbody%3Etr%3Etd%2Esuccess%2C%2Etable%3Etbody%3Etr%3Eth%2Esuccess%2C%2Etable%3Etfoot%3Etr%2Esuccess%3Etd%2C%2Etable%3Etfoot%3Etr%2Esuccess%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2Esuccess%2C%2Etable%3Etfoot%3Etr%3Eth%2Esuccess%2C%2Etable%3Ethead%3Etr%2Esuccess%3Etd%2C%2Etable%3Ethead%3Etr%2Esuccess%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2Esuccess%2C%2Etable%3Ethead%3Etr%3Eth%2Esuccess%7Bbackground%2Dcolor%3A%23dff0d8%7D%2Etable%2Dhover%3Etbody%3Etr%2Esuccess%3Ahover%3Etd%2C%2Etable%2Dhover%3Etbody%3Etr%2Esuccess%3Ahover%3Eth%2C%2Etable%2Dhover%3Etbody%3Etr%3Ahover%3E%2Esuccess%2C%2Etable%2Dhover%3Etbody%3Etr%3Etd%2Esuccess%3Ahover%2C%2Etable%2Dhover%3Etbody%3Etr%3Eth%2Esuccess%3Ahover%7Bbackground%2Dcolor%3A%23d0e9c6%7D%2Etable%3Etbody%3Etr%2Einfo%3Etd%2C%2Etable%3Etbody%3Etr%2Einfo%3Eth%2C%2Etable%3Etbody%3Etr%3Etd%2Einfo%2C%2Etable%3Etbody%3Etr%3Eth%2Einfo%2C%2Etable%3Etfoot%3Etr%2Einfo%3Etd%2C%2Etable%3Etfoot%3Etr%2Einfo%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2Einfo%2C%2Etable%3Etfoot%3Etr%3Eth%2Einfo%2C%2Etable%3Ethead%3Etr%2Einfo%3Etd%2C%2Etable%3Ethead%3Etr%2Einfo%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2Einfo%2C%2Etable%3Ethead%3Etr%3Eth%2Einfo%7Bbackground%2Dcolor%3A%23d9edf7%7D%2Etable%2Dhover%3Etbody%3Etr%2Einfo%3Ahover%3Etd%2C%2Etable%2Dhover%3Etbody%3Etr%2Einfo%3Ahover%3Eth%2C%2Etable%2Dhover%3Etbody%3Etr%3Ahover%3E%2Einfo%2C%2Etable%2Dhover%3Etbody%3Etr%3Etd%2Einfo%3Ahover%2C%2Etable%2Dhover%3Etbody%3Etr%3Eth%2Einfo%3Ahover%7Bbackground%2Dcolor%3A%23c4e3f3%7D%2Etable%3Etbody%3Etr%2Ewarning%3Etd%2C%2Etable%3Etbody%3Etr%2Ewarning%3Eth%2C%2Etable%3Etbody%3Etr%3Etd%2Ewarning%2C%2Etable%3Etbody%3Etr%3Eth%2Ewarning%2C%2Etable%3Etfoot%3Etr%2Ewarning%3Etd%2C%2Etable%3Etfoot%3Etr%2Ewarning%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2Ewarning%2C%2Etable%3Etfoot%3Etr%3Eth%2Ewarning%2C%2Etable%3Ethead%3Etr%2Ewarning%3Etd%2C%2Etable%3Ethead%3Etr%2Ewarning%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2Ewarning%2C%2Etable%3Ethead%3Etr%3Eth%2Ewarning%7Bbackground%2Dcolor%3A%23fcf8e3%7D%2Etable%2Dhover%3Etbody%3Etr%2Ewarning%3Ahover%3Etd%2C%2Etable%2Dhover%3Etbody%3Etr%2Ewarning%3Ahover%3Eth%2C%2Etable%2Dhover%3Etbody%3Etr%3Ahover%3E%2Ewarning%2C%2Etable%2Dhover%3Etbody%3Etr%3Etd%2Ewarning%3Ahover%2C%2Etable%2Dhover%3Etbody%3Etr%3Eth%2Ewarning%3Ahover%7Bbackground%2Dcolor%3A%23faf2cc%7D%2Etable%3Etbody%3Etr%2Edanger%3Etd%2C%2Etable%3Etbody%3Etr%2Edanger%3Eth%2C%2Etable%3Etbody%3Etr%3Etd%2Edanger%2C%2Etable%3Etbody%3Etr%3Eth%2Edanger%2C%2Etable%3Etfoot%3Etr%2Edanger%3Etd%2C%2Etable%3Etfoot%3Etr%2Edanger%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2Edanger%2C%2Etable%3Etfoot%3Etr%3Eth%2Edanger%2C%2Etable%3Ethead%3Etr%2Edanger%3Etd%2C%2Etable%3Ethead%3Etr%2Edanger%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2Edanger%2C%2Etable%3Ethead%3Etr%3Eth%2Edanger%7Bbackground%2Dcolor%3A%23f2dede%7D%2Etable%2Dhover%3Etbody%3Etr%2Edanger%3Ahover%3Etd%2C%2Etable%2Dhover%3Etbody%3Etr%2Edanger%3Ahover%3Eth%2C%2Etable%2Dhover%3Etbody%3Etr%3Ahover%3E%2Edanger%2C%2Etable%2Dhover%3Etbody%3Etr%3Etd%2Edanger%3Ahover%2C%2Etable%2Dhover%3Etbody%3Etr%3Eth%2Edanger%3Ahover%7Bbackground%2Dcolor%3A%23ebcccc%7D%2Etable%2Dresponsive%7Bmin%2Dheight%3A%2E01%25%3Boverflow%2Dx%3Aauto%7D%40media%20screen%20and%20%28max%2Dwidth%3A767px%29%7B%2Etable%2Dresponsive%7Bwidth%3A100%25%3Bmargin%2Dbottom%3A15px%3Boverflow%2Dy%3Ahidden%3B%2Dms%2Doverflow%2Dstyle%3A%2Dms%2Dautohiding%2Dscrollbar%3Bborder%3A1px%20solid%20%23ddd%7D%2Etable%2Dresponsive%3E%2Etable%7Bmargin%2Dbottom%3A0%7D%2Etable%2Dresponsive%3E%2Etable%3Etbody%3Etr%3Etd%2C%2Etable%2Dresponsive%3E%2Etable%3Etbody%3Etr%3Eth%2C%2Etable%2Dresponsive%3E%2Etable%3Etfoot%3Etr%3Etd%2C%2Etable%2Dresponsive%3E%2Etable%3Etfoot%3Etr%3Eth%2C%2Etable%2Dresponsive%3E%2Etable%3Ethead%3Etr%3Etd%2C%2Etable%2Dresponsive%3E%2Etable%3Ethead%3Etr%3Eth%7Bwhite%2Dspace%3Anowrap%7D%2Etable%2Dresponsive%3E%2Etable%2Dbordered%7Bborder%3A0%7D%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Afirst%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Afirst%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Afirst%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Afirst%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Afirst%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Afirst%2Dchild%7Bborder%2Dleft%3A0%7D%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Alast%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Alast%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Alast%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Alast%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Alast%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Alast%2Dchild%7Bborder%2Dright%3A0%7D%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Etd%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Eth%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Etd%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Eth%7Bborder%2Dbottom%3A0%7D%7Dfieldset%7Bmin%2Dwidth%3A0%3Bpadding%3A0%3Bmargin%3A0%3Bborder%3A0%7Dlegend%7Bdisplay%3Ablock%3Bwidth%3A100%25%3Bpadding%3A0%3Bmargin%2Dbottom%3A20px%3Bfont%2Dsize%3A21px%3Bline%2Dheight%3Ainherit%3Bcolor%3A%23333%3Bborder%3A0%3Bborder%2Dbottom%3A1px%20solid%20%23e5e5e5%7Dlabel%7Bdisplay%3Ainline%2Dblock%3Bmax%2Dwidth%3A100%25%3Bmargin%2Dbottom%3A5px%3Bfont%2Dweight%3A700%7Dinput%5Btype%3Dsearch%5D%7B%2Dwebkit%2Dbox%2Dsizing%3Aborder%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Aborder%2Dbox%3Bbox%2Dsizing%3Aborder%2Dbox%7Dinput%5Btype%3Dcheckbox%5D%2Cinput%5Btype%3Dradio%5D%7Bmargin%3A4px%200%200%3Bmargin%2Dtop%3A1px%5C9%3Bline%2Dheight%3Anormal%7Dinput%5Btype%3Dfile%5D%7Bdisplay%3Ablock%7Dinput%5Btype%3Drange%5D%7Bdisplay%3Ablock%3Bwidth%3A100%25%7Dselect%5Bmultiple%5D%2Cselect%5Bsize%5D%7Bheight%3Aauto%7Dinput%5Btype%3Dfile%5D%3Afocus%2Cinput%5Btype%3Dcheckbox%5D%3Afocus%2Cinput%5Btype%3Dradio%5D%3Afocus%7Boutline%3Athin%20dotted%3Boutline%3A5px%20auto%20%2Dwebkit%2Dfocus%2Dring%2Dcolor%3Boutline%2Doffset%3A%2D2px%7Doutput%7Bdisplay%3Ablock%3Bpadding%2Dtop%3A7px%3Bfont%2Dsize%3A14px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23555%7D%2Eform%2Dcontrol%7Bdisplay%3Ablock%3Bwidth%3A100%25%3Bheight%3A34px%3Bpadding%3A6px%2012px%3Bfont%2Dsize%3A14px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23555%3Bbackground%2Dcolor%3A%23fff%3Bbackground%2Dimage%3Anone%3Bborder%3A1px%20solid%20%23ccc%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%3B%2Dwebkit%2Dtransition%3Aborder%2Dcolor%20ease%2Din%2Dout%20%2E15s%2C%2Dwebkit%2Dbox%2Dshadow%20ease%2Din%2Dout%20%2E15s%3B%2Do%2Dtransition%3Aborder%2Dcolor%20ease%2Din%2Dout%20%2E15s%2Cbox%2Dshadow%20ease%2Din%2Dout%20%2E15s%3Btransition%3Aborder%2Dcolor%20ease%2Din%2Dout%20%2E15s%2Cbox%2Dshadow%20ease%2Din%2Dout%20%2E15s%7D%2Eform%2Dcontrol%3Afocus%7Bborder%2Dcolor%3A%2366afe9%3Boutline%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%208px%20rgba%28102%2C175%2C233%2C%2E6%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%208px%20rgba%28102%2C175%2C233%2C%2E6%29%7D%2Eform%2Dcontrol%3A%3A%2Dmoz%2Dplaceholder%7Bcolor%3A%23999%3Bopacity%3A1%7D%2Eform%2Dcontrol%3A%2Dms%2Dinput%2Dplaceholder%7Bcolor%3A%23999%7D%2Eform%2Dcontrol%3A%3A%2Dwebkit%2Dinput%2Dplaceholder%7Bcolor%3A%23999%7D%2Eform%2Dcontrol%5Bdisabled%5D%2C%2Eform%2Dcontrol%5Breadonly%5D%2Cfieldset%5Bdisabled%5D%20%2Eform%2Dcontrol%7Bbackground%2Dcolor%3A%23eee%3Bopacity%3A1%7D%2Eform%2Dcontrol%5Bdisabled%5D%2Cfieldset%5Bdisabled%5D%20%2Eform%2Dcontrol%7Bcursor%3Anot%2Dallowed%7Dtextarea%2Eform%2Dcontrol%7Bheight%3Aauto%7Dinput%5Btype%3Dsearch%5D%7B%2Dwebkit%2Dappearance%3Anone%7D%40media%20screen%20and%20%28%2Dwebkit%2Dmin%2Ddevice%2Dpixel%2Dratio%3A0%29%7Binput%5Btype%3Ddate%5D%2Eform%2Dcontrol%2Cinput%5Btype%3Dtime%5D%2Eform%2Dcontrol%2Cinput%5Btype%3Ddatetime%2Dlocal%5D%2Eform%2Dcontrol%2Cinput%5Btype%3Dmonth%5D%2Eform%2Dcontrol%7Bline%2Dheight%3A34px%7D%2Einput%2Dgroup%2Dsm%20input%5Btype%3Ddate%5D%2C%2Einput%2Dgroup%2Dsm%20input%5Btype%3Dtime%5D%2C%2Einput%2Dgroup%2Dsm%20input%5Btype%3Ddatetime%2Dlocal%5D%2C%2Einput%2Dgroup%2Dsm%20input%5Btype%3Dmonth%5D%2Cinput%5Btype%3Ddate%5D%2Einput%2Dsm%2Cinput%5Btype%3Dtime%5D%2Einput%2Dsm%2Cinput%5Btype%3Ddatetime%2Dlocal%5D%2Einput%2Dsm%2Cinput%5Btype%3Dmonth%5D%2Einput%2Dsm%7Bline%2Dheight%3A30px%7D%2Einput%2Dgroup%2Dlg%20input%5Btype%3Ddate%5D%2C%2Einput%2Dgroup%2Dlg%20input%5Btype%3Dtime%5D%2C%2Einput%2Dgroup%2Dlg%20input%5Btype%3Ddatetime%2Dlocal%5D%2C%2Einput%2Dgroup%2Dlg%20input%5Btype%3Dmonth%5D%2Cinput%5Btype%3Ddate%5D%2Einput%2Dlg%2Cinput%5Btype%3Dtime%5D%2Einput%2Dlg%2Cinput%5Btype%3Ddatetime%2Dlocal%5D%2Einput%2Dlg%2Cinput%5Btype%3Dmonth%5D%2Einput%2Dlg%7Bline%2Dheight%3A46px%7D%7D%2Eform%2Dgroup%7Bmargin%2Dbottom%3A15px%7D%2Echeckbox%2C%2Eradio%7Bposition%3Arelative%3Bdisplay%3Ablock%3Bmargin%2Dtop%3A10px%3Bmargin%2Dbottom%3A10px%7D%2Echeckbox%20label%2C%2Eradio%20label%7Bmin%2Dheight%3A20px%3Bpadding%2Dleft%3A20px%3Bmargin%2Dbottom%3A0%3Bfont%2Dweight%3A400%3Bcursor%3Apointer%7D%2Echeckbox%20input%5Btype%3Dcheckbox%5D%2C%2Echeckbox%2Dinline%20input%5Btype%3Dcheckbox%5D%2C%2Eradio%20input%5Btype%3Dradio%5D%2C%2Eradio%2Dinline%20input%5Btype%3Dradio%5D%7Bposition%3Aabsolute%3Bmargin%2Dtop%3A4px%5C9%3Bmargin%2Dleft%3A%2D20px%7D%2Echeckbox%2B%2Echeckbox%2C%2Eradio%2B%2Eradio%7Bmargin%2Dtop%3A%2D5px%7D%2Echeckbox%2Dinline%2C%2Eradio%2Dinline%7Bposition%3Arelative%3Bdisplay%3Ainline%2Dblock%3Bpadding%2Dleft%3A20px%3Bmargin%2Dbottom%3A0%3Bfont%2Dweight%3A400%3Bvertical%2Dalign%3Amiddle%3Bcursor%3Apointer%7D%2Echeckbox%2Dinline%2B%2Echeckbox%2Dinline%2C%2Eradio%2Dinline%2B%2Eradio%2Dinline%7Bmargin%2Dtop%3A0%3Bmargin%2Dleft%3A10px%7Dfieldset%5Bdisabled%5D%20input%5Btype%3Dcheckbox%5D%2Cfieldset%5Bdisabled%5D%20input%5Btype%3Dradio%5D%2Cinput%5Btype%3Dcheckbox%5D%2Edisabled%2Cinput%5Btype%3Dcheckbox%5D%5Bdisabled%5D%2Cinput%5Btype%3Dradio%5D%2Edisabled%2Cinput%5Btype%3Dradio%5D%5Bdisabled%5D%7Bcursor%3Anot%2Dallowed%7D%2Echeckbox%2Dinline%2Edisabled%2C%2Eradio%2Dinline%2Edisabled%2Cfieldset%5Bdisabled%5D%20%2Echeckbox%2Dinline%2Cfieldset%5Bdisabled%5D%20%2Eradio%2Dinline%7Bcursor%3Anot%2Dallowed%7D%2Echeckbox%2Edisabled%20label%2C%2Eradio%2Edisabled%20label%2Cfieldset%5Bdisabled%5D%20%2Echeckbox%20label%2Cfieldset%5Bdisabled%5D%20%2Eradio%20label%7Bcursor%3Anot%2Dallowed%7D%2Eform%2Dcontrol%2Dstatic%7Bmin%2Dheight%3A34px%3Bpadding%2Dtop%3A7px%3Bpadding%2Dbottom%3A7px%3Bmargin%2Dbottom%3A0%7D%2Eform%2Dcontrol%2Dstatic%2Einput%2Dlg%2C%2Eform%2Dcontrol%2Dstatic%2Einput%2Dsm%7Bpadding%2Dright%3A0%3Bpadding%2Dleft%3A0%7D%2Einput%2Dsm%7Bheight%3A30px%3Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%3Bborder%2Dradius%3A3px%7Dselect%2Einput%2Dsm%7Bheight%3A30px%3Bline%2Dheight%3A30px%7Dselect%5Bmultiple%5D%2Einput%2Dsm%2Ctextarea%2Einput%2Dsm%7Bheight%3Aauto%7D%2Eform%2Dgroup%2Dsm%20%2Eform%2Dcontrol%7Bheight%3A30px%3Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%3Bborder%2Dradius%3A3px%7D%2Eform%2Dgroup%2Dsm%20select%2Eform%2Dcontrol%7Bheight%3A30px%3Bline%2Dheight%3A30px%7D%2Eform%2Dgroup%2Dsm%20select%5Bmultiple%5D%2Eform%2Dcontrol%2C%2Eform%2Dgroup%2Dsm%20textarea%2Eform%2Dcontrol%7Bheight%3Aauto%7D%2Eform%2Dgroup%2Dsm%20%2Eform%2Dcontrol%2Dstatic%7Bheight%3A30px%3Bmin%2Dheight%3A32px%3Bpadding%3A6px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%7D%2Einput%2Dlg%7Bheight%3A46px%3Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%3Bborder%2Dradius%3A6px%7Dselect%2Einput%2Dlg%7Bheight%3A46px%3Bline%2Dheight%3A46px%7Dselect%5Bmultiple%5D%2Einput%2Dlg%2Ctextarea%2Einput%2Dlg%7Bheight%3Aauto%7D%2Eform%2Dgroup%2Dlg%20%2Eform%2Dcontrol%7Bheight%3A46px%3Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%3Bborder%2Dradius%3A6px%7D%2Eform%2Dgroup%2Dlg%20select%2Eform%2Dcontrol%7Bheight%3A46px%3Bline%2Dheight%3A46px%7D%2Eform%2Dgroup%2Dlg%20select%5Bmultiple%5D%2Eform%2Dcontrol%2C%2Eform%2Dgroup%2Dlg%20textarea%2Eform%2Dcontrol%7Bheight%3Aauto%7D%2Eform%2Dgroup%2Dlg%20%2Eform%2Dcontrol%2Dstatic%7Bheight%3A46px%3Bmin%2Dheight%3A38px%3Bpadding%3A11px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%7D%2Ehas%2Dfeedback%7Bposition%3Arelative%7D%2Ehas%2Dfeedback%20%2Eform%2Dcontrol%7Bpadding%2Dright%3A42%2E5px%7D%2Eform%2Dcontrol%2Dfeedback%7Bposition%3Aabsolute%3Btop%3A0%3Bright%3A0%3Bz%2Dindex%3A2%3Bdisplay%3Ablock%3Bwidth%3A34px%3Bheight%3A34px%3Bline%2Dheight%3A34px%3Btext%2Dalign%3Acenter%3Bpointer%2Devents%3Anone%7D%2Eform%2Dgroup%2Dlg%20%2Eform%2Dcontrol%2B%2Eform%2Dcontrol%2Dfeedback%2C%2Einput%2Dgroup%2Dlg%2B%2Eform%2Dcontrol%2Dfeedback%2C%2Einput%2Dlg%2B%2Eform%2Dcontrol%2Dfeedback%7Bwidth%3A46px%3Bheight%3A46px%3Bline%2Dheight%3A46px%7D%2Eform%2Dgroup%2Dsm%20%2Eform%2Dcontrol%2B%2Eform%2Dcontrol%2Dfeedback%2C%2Einput%2Dgroup%2Dsm%2B%2Eform%2Dcontrol%2Dfeedback%2C%2Einput%2Dsm%2B%2Eform%2Dcontrol%2Dfeedback%7Bwidth%3A30px%3Bheight%3A30px%3Bline%2Dheight%3A30px%7D%2Ehas%2Dsuccess%20%2Echeckbox%2C%2Ehas%2Dsuccess%20%2Echeckbox%2Dinline%2C%2Ehas%2Dsuccess%20%2Econtrol%2Dlabel%2C%2Ehas%2Dsuccess%20%2Ehelp%2Dblock%2C%2Ehas%2Dsuccess%20%2Eradio%2C%2Ehas%2Dsuccess%20%2Eradio%2Dinline%2C%2Ehas%2Dsuccess%2Echeckbox%20label%2C%2Ehas%2Dsuccess%2Echeckbox%2Dinline%20label%2C%2Ehas%2Dsuccess%2Eradio%20label%2C%2Ehas%2Dsuccess%2Eradio%2Dinline%20label%7Bcolor%3A%233c763d%7D%2Ehas%2Dsuccess%20%2Eform%2Dcontrol%7Bborder%2Dcolor%3A%233c763d%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%7D%2Ehas%2Dsuccess%20%2Eform%2Dcontrol%3Afocus%7Bborder%2Dcolor%3A%232b542c%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%2367b168%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%2367b168%7D%2Ehas%2Dsuccess%20%2Einput%2Dgroup%2Daddon%7Bcolor%3A%233c763d%3Bbackground%2Dcolor%3A%23dff0d8%3Bborder%2Dcolor%3A%233c763d%7D%2Ehas%2Dsuccess%20%2Eform%2Dcontrol%2Dfeedback%7Bcolor%3A%233c763d%7D%2Ehas%2Dwarning%20%2Echeckbox%2C%2Ehas%2Dwarning%20%2Echeckbox%2Dinline%2C%2Ehas%2Dwarning%20%2Econtrol%2Dlabel%2C%2Ehas%2Dwarning%20%2Ehelp%2Dblock%2C%2Ehas%2Dwarning%20%2Eradio%2C%2Ehas%2Dwarning%20%2Eradio%2Dinline%2C%2Ehas%2Dwarning%2Echeckbox%20label%2C%2Ehas%2Dwarning%2Echeckbox%2Dinline%20label%2C%2Ehas%2Dwarning%2Eradio%20label%2C%2Ehas%2Dwarning%2Eradio%2Dinline%20label%7Bcolor%3A%238a6d3b%7D%2Ehas%2Dwarning%20%2Eform%2Dcontrol%7Bborder%2Dcolor%3A%238a6d3b%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%7D%2Ehas%2Dwarning%20%2Eform%2Dcontrol%3Afocus%7Bborder%2Dcolor%3A%2366512c%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%23c0a16b%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%23c0a16b%7D%2Ehas%2Dwarning%20%2Einput%2Dgroup%2Daddon%7Bcolor%3A%238a6d3b%3Bbackground%2Dcolor%3A%23fcf8e3%3Bborder%2Dcolor%3A%238a6d3b%7D%2Ehas%2Dwarning%20%2Eform%2Dcontrol%2Dfeedback%7Bcolor%3A%238a6d3b%7D%2Ehas%2Derror%20%2Echeckbox%2C%2Ehas%2Derror%20%2Echeckbox%2Dinline%2C%2Ehas%2Derror%20%2Econtrol%2Dlabel%2C%2Ehas%2Derror%20%2Ehelp%2Dblock%2C%2Ehas%2Derror%20%2Eradio%2C%2Ehas%2Derror%20%2Eradio%2Dinline%2C%2Ehas%2Derror%2Echeckbox%20label%2C%2Ehas%2Derror%2Echeckbox%2Dinline%20label%2C%2Ehas%2Derror%2Eradio%20label%2C%2Ehas%2Derror%2Eradio%2Dinline%20label%7Bcolor%3A%23a94442%7D%2Ehas%2Derror%20%2Eform%2Dcontrol%7Bborder%2Dcolor%3A%23a94442%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%7D%2Ehas%2Derror%20%2Eform%2Dcontrol%3Afocus%7Bborder%2Dcolor%3A%23843534%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%23ce8483%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%23ce8483%7D%2Ehas%2Derror%20%2Einput%2Dgroup%2Daddon%7Bcolor%3A%23a94442%3Bbackground%2Dcolor%3A%23f2dede%3Bborder%2Dcolor%3A%23a94442%7D%2Ehas%2Derror%20%2Eform%2Dcontrol%2Dfeedback%7Bcolor%3A%23a94442%7D%2Ehas%2Dfeedback%20label%7E%2Eform%2Dcontrol%2Dfeedback%7Btop%3A25px%7D%2Ehas%2Dfeedback%20label%2Esr%2Donly%7E%2Eform%2Dcontrol%2Dfeedback%7Btop%3A0%7D%2Ehelp%2Dblock%7Bdisplay%3Ablock%3Bmargin%2Dtop%3A5px%3Bmargin%2Dbottom%3A10px%3Bcolor%3A%23737373%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Eform%2Dinline%20%2Eform%2Dgroup%7Bdisplay%3Ainline%2Dblock%3Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Eform%2Dinline%20%2Eform%2Dcontrol%7Bdisplay%3Ainline%2Dblock%3Bwidth%3Aauto%3Bvertical%2Dalign%3Amiddle%7D%2Eform%2Dinline%20%2Eform%2Dcontrol%2Dstatic%7Bdisplay%3Ainline%2Dblock%7D%2Eform%2Dinline%20%2Einput%2Dgroup%7Bdisplay%3Ainline%2Dtable%3Bvertical%2Dalign%3Amiddle%7D%2Eform%2Dinline%20%2Einput%2Dgroup%20%2Eform%2Dcontrol%2C%2Eform%2Dinline%20%2Einput%2Dgroup%20%2Einput%2Dgroup%2Daddon%2C%2Eform%2Dinline%20%2Einput%2Dgroup%20%2Einput%2Dgroup%2Dbtn%7Bwidth%3Aauto%7D%2Eform%2Dinline%20%2Einput%2Dgroup%3E%2Eform%2Dcontrol%7Bwidth%3A100%25%7D%2Eform%2Dinline%20%2Econtrol%2Dlabel%7Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Eform%2Dinline%20%2Echeckbox%2C%2Eform%2Dinline%20%2Eradio%7Bdisplay%3Ainline%2Dblock%3Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Eform%2Dinline%20%2Echeckbox%20label%2C%2Eform%2Dinline%20%2Eradio%20label%7Bpadding%2Dleft%3A0%7D%2Eform%2Dinline%20%2Echeckbox%20input%5Btype%3Dcheckbox%5D%2C%2Eform%2Dinline%20%2Eradio%20input%5Btype%3Dradio%5D%7Bposition%3Arelative%3Bmargin%2Dleft%3A0%7D%2Eform%2Dinline%20%2Ehas%2Dfeedback%20%2Eform%2Dcontrol%2Dfeedback%7Btop%3A0%7D%7D%2Eform%2Dhorizontal%20%2Echeckbox%2C%2Eform%2Dhorizontal%20%2Echeckbox%2Dinline%2C%2Eform%2Dhorizontal%20%2Eradio%2C%2Eform%2Dhorizontal%20%2Eradio%2Dinline%7Bpadding%2Dtop%3A7px%3Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A0%7D%2Eform%2Dhorizontal%20%2Echeckbox%2C%2Eform%2Dhorizontal%20%2Eradio%7Bmin%2Dheight%3A27px%7D%2Eform%2Dhorizontal%20%2Eform%2Dgroup%7Bmargin%2Dright%3A%2D15px%3Bmargin%2Dleft%3A%2D15px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Eform%2Dhorizontal%20%2Econtrol%2Dlabel%7Bpadding%2Dtop%3A7px%3Bmargin%2Dbottom%3A0%3Btext%2Dalign%3Aright%7D%7D%2Eform%2Dhorizontal%20%2Ehas%2Dfeedback%20%2Eform%2Dcontrol%2Dfeedback%7Bright%3A15px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Eform%2Dhorizontal%20%2Eform%2Dgroup%2Dlg%20%2Econtrol%2Dlabel%7Bpadding%2Dtop%3A14%2E33px%3Bfont%2Dsize%3A18px%7D%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Eform%2Dhorizontal%20%2Eform%2Dgroup%2Dsm%20%2Econtrol%2Dlabel%7Bpadding%2Dtop%3A6px%3Bfont%2Dsize%3A12px%7D%7D%2Ebtn%7Bdisplay%3Ainline%2Dblock%3Bpadding%3A6px%2012px%3Bmargin%2Dbottom%3A0%3Bfont%2Dsize%3A14px%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%2E42857143%3Btext%2Dalign%3Acenter%3Bwhite%2Dspace%3Anowrap%3Bvertical%2Dalign%3Amiddle%3B%2Dms%2Dtouch%2Daction%3Amanipulation%3Btouch%2Daction%3Amanipulation%3Bcursor%3Apointer%3B%2Dwebkit%2Duser%2Dselect%3Anone%3B%2Dmoz%2Duser%2Dselect%3Anone%3B%2Dms%2Duser%2Dselect%3Anone%3Buser%2Dselect%3Anone%3Bbackground%2Dimage%3Anone%3Bborder%3A1px%20solid%20transparent%3Bborder%2Dradius%3A4px%7D%2Ebtn%2Eactive%2Efocus%2C%2Ebtn%2Eactive%3Afocus%2C%2Ebtn%2Efocus%2C%2Ebtn%3Aactive%2Efocus%2C%2Ebtn%3Aactive%3Afocus%2C%2Ebtn%3Afocus%7Boutline%3Athin%20dotted%3Boutline%3A5px%20auto%20%2Dwebkit%2Dfocus%2Dring%2Dcolor%3Boutline%2Doffset%3A%2D2px%7D%2Ebtn%2Efocus%2C%2Ebtn%3Afocus%2C%2Ebtn%3Ahover%7Bcolor%3A%23333%3Btext%2Ddecoration%3Anone%7D%2Ebtn%2Eactive%2C%2Ebtn%3Aactive%7Bbackground%2Dimage%3Anone%3Boutline%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%203px%205px%20rgba%280%2C0%2C0%2C%2E125%29%3Bbox%2Dshadow%3Ainset%200%203px%205px%20rgba%280%2C0%2C0%2C%2E125%29%7D%2Ebtn%2Edisabled%2C%2Ebtn%5Bdisabled%5D%2Cfieldset%5Bdisabled%5D%20%2Ebtn%7Bcursor%3Anot%2Dallowed%3Bfilter%3Aalpha%28opacity%3D65%29%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%3Bopacity%3A%2E65%7Da%2Ebtn%2Edisabled%2Cfieldset%5Bdisabled%5D%20a%2Ebtn%7Bpointer%2Devents%3Anone%7D%2Ebtn%2Ddefault%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23fff%3Bborder%2Dcolor%3A%23ccc%7D%2Ebtn%2Ddefault%2Efocus%2C%2Ebtn%2Ddefault%3Afocus%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23e6e6e6%3Bborder%2Dcolor%3A%238c8c8c%7D%2Ebtn%2Ddefault%3Ahover%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23e6e6e6%3Bborder%2Dcolor%3A%23adadad%7D%2Ebtn%2Ddefault%2Eactive%2C%2Ebtn%2Ddefault%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddefault%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23e6e6e6%3Bborder%2Dcolor%3A%23adadad%7D%2Ebtn%2Ddefault%2Eactive%2Efocus%2C%2Ebtn%2Ddefault%2Eactive%3Afocus%2C%2Ebtn%2Ddefault%2Eactive%3Ahover%2C%2Ebtn%2Ddefault%3Aactive%2Efocus%2C%2Ebtn%2Ddefault%3Aactive%3Afocus%2C%2Ebtn%2Ddefault%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddefault%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddefault%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddefault%3Ahover%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23d4d4d4%3Bborder%2Dcolor%3A%238c8c8c%7D%2Ebtn%2Ddefault%2Eactive%2C%2Ebtn%2Ddefault%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddefault%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Ddefault%2Edisabled%2C%2Ebtn%2Ddefault%2Edisabled%2Eactive%2C%2Ebtn%2Ddefault%2Edisabled%2Efocus%2C%2Ebtn%2Ddefault%2Edisabled%3Aactive%2C%2Ebtn%2Ddefault%2Edisabled%3Afocus%2C%2Ebtn%2Ddefault%2Edisabled%3Ahover%2C%2Ebtn%2Ddefault%5Bdisabled%5D%2C%2Ebtn%2Ddefault%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Ddefault%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Ddefault%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Ddefault%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Ddefault%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%3Ahover%7Bbackground%2Dcolor%3A%23fff%3Bborder%2Dcolor%3A%23ccc%7D%2Ebtn%2Ddefault%20%2Ebadge%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23333%7D%2Ebtn%2Dprimary%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23337ab7%3Bborder%2Dcolor%3A%232e6da4%7D%2Ebtn%2Dprimary%2Efocus%2C%2Ebtn%2Dprimary%3Afocus%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23286090%3Bborder%2Dcolor%3A%23122b40%7D%2Ebtn%2Dprimary%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23286090%3Bborder%2Dcolor%3A%23204d74%7D%2Ebtn%2Dprimary%2Eactive%2C%2Ebtn%2Dprimary%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dprimary%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23286090%3Bborder%2Dcolor%3A%23204d74%7D%2Ebtn%2Dprimary%2Eactive%2Efocus%2C%2Ebtn%2Dprimary%2Eactive%3Afocus%2C%2Ebtn%2Dprimary%2Eactive%3Ahover%2C%2Ebtn%2Dprimary%3Aactive%2Efocus%2C%2Ebtn%2Dprimary%3Aactive%3Afocus%2C%2Ebtn%2Dprimary%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dprimary%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dprimary%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dprimary%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23204d74%3Bborder%2Dcolor%3A%23122b40%7D%2Ebtn%2Dprimary%2Eactive%2C%2Ebtn%2Dprimary%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dprimary%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Dprimary%2Edisabled%2C%2Ebtn%2Dprimary%2Edisabled%2Eactive%2C%2Ebtn%2Dprimary%2Edisabled%2Efocus%2C%2Ebtn%2Dprimary%2Edisabled%3Aactive%2C%2Ebtn%2Dprimary%2Edisabled%3Afocus%2C%2Ebtn%2Dprimary%2Edisabled%3Ahover%2C%2Ebtn%2Dprimary%5Bdisabled%5D%2C%2Ebtn%2Dprimary%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Dprimary%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Dprimary%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Dprimary%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Dprimary%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%3Ahover%7Bbackground%2Dcolor%3A%23337ab7%3Bborder%2Dcolor%3A%232e6da4%7D%2Ebtn%2Dprimary%20%2Ebadge%7Bcolor%3A%23337ab7%3Bbackground%2Dcolor%3A%23fff%7D%2Ebtn%2Dsuccess%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%235cb85c%3Bborder%2Dcolor%3A%234cae4c%7D%2Ebtn%2Dsuccess%2Efocus%2C%2Ebtn%2Dsuccess%3Afocus%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23449d44%3Bborder%2Dcolor%3A%23255625%7D%2Ebtn%2Dsuccess%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23449d44%3Bborder%2Dcolor%3A%23398439%7D%2Ebtn%2Dsuccess%2Eactive%2C%2Ebtn%2Dsuccess%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dsuccess%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23449d44%3Bborder%2Dcolor%3A%23398439%7D%2Ebtn%2Dsuccess%2Eactive%2Efocus%2C%2Ebtn%2Dsuccess%2Eactive%3Afocus%2C%2Ebtn%2Dsuccess%2Eactive%3Ahover%2C%2Ebtn%2Dsuccess%3Aactive%2Efocus%2C%2Ebtn%2Dsuccess%3Aactive%3Afocus%2C%2Ebtn%2Dsuccess%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dsuccess%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dsuccess%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dsuccess%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23398439%3Bborder%2Dcolor%3A%23255625%7D%2Ebtn%2Dsuccess%2Eactive%2C%2Ebtn%2Dsuccess%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dsuccess%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Dsuccess%2Edisabled%2C%2Ebtn%2Dsuccess%2Edisabled%2Eactive%2C%2Ebtn%2Dsuccess%2Edisabled%2Efocus%2C%2Ebtn%2Dsuccess%2Edisabled%3Aactive%2C%2Ebtn%2Dsuccess%2Edisabled%3Afocus%2C%2Ebtn%2Dsuccess%2Edisabled%3Ahover%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%3Ahover%7Bbackground%2Dcolor%3A%235cb85c%3Bborder%2Dcolor%3A%234cae4c%7D%2Ebtn%2Dsuccess%20%2Ebadge%7Bcolor%3A%235cb85c%3Bbackground%2Dcolor%3A%23fff%7D%2Ebtn%2Dinfo%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%235bc0de%3Bborder%2Dcolor%3A%2346b8da%7D%2Ebtn%2Dinfo%2Efocus%2C%2Ebtn%2Dinfo%3Afocus%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%2331b0d5%3Bborder%2Dcolor%3A%231b6d85%7D%2Ebtn%2Dinfo%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%2331b0d5%3Bborder%2Dcolor%3A%23269abc%7D%2Ebtn%2Dinfo%2Eactive%2C%2Ebtn%2Dinfo%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dinfo%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%2331b0d5%3Bborder%2Dcolor%3A%23269abc%7D%2Ebtn%2Dinfo%2Eactive%2Efocus%2C%2Ebtn%2Dinfo%2Eactive%3Afocus%2C%2Ebtn%2Dinfo%2Eactive%3Ahover%2C%2Ebtn%2Dinfo%3Aactive%2Efocus%2C%2Ebtn%2Dinfo%3Aactive%3Afocus%2C%2Ebtn%2Dinfo%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dinfo%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dinfo%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dinfo%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23269abc%3Bborder%2Dcolor%3A%231b6d85%7D%2Ebtn%2Dinfo%2Eactive%2C%2Ebtn%2Dinfo%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dinfo%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Dinfo%2Edisabled%2C%2Ebtn%2Dinfo%2Edisabled%2Eactive%2C%2Ebtn%2Dinfo%2Edisabled%2Efocus%2C%2Ebtn%2Dinfo%2Edisabled%3Aactive%2C%2Ebtn%2Dinfo%2Edisabled%3Afocus%2C%2Ebtn%2Dinfo%2Edisabled%3Ahover%2C%2Ebtn%2Dinfo%5Bdisabled%5D%2C%2Ebtn%2Dinfo%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Dinfo%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Dinfo%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Dinfo%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Dinfo%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%3Ahover%7Bbackground%2Dcolor%3A%235bc0de%3Bborder%2Dcolor%3A%2346b8da%7D%2Ebtn%2Dinfo%20%2Ebadge%7Bcolor%3A%235bc0de%3Bbackground%2Dcolor%3A%23fff%7D%2Ebtn%2Dwarning%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23f0ad4e%3Bborder%2Dcolor%3A%23eea236%7D%2Ebtn%2Dwarning%2Efocus%2C%2Ebtn%2Dwarning%3Afocus%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23ec971f%3Bborder%2Dcolor%3A%23985f0d%7D%2Ebtn%2Dwarning%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23ec971f%3Bborder%2Dcolor%3A%23d58512%7D%2Ebtn%2Dwarning%2Eactive%2C%2Ebtn%2Dwarning%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dwarning%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23ec971f%3Bborder%2Dcolor%3A%23d58512%7D%2Ebtn%2Dwarning%2Eactive%2Efocus%2C%2Ebtn%2Dwarning%2Eactive%3Afocus%2C%2Ebtn%2Dwarning%2Eactive%3Ahover%2C%2Ebtn%2Dwarning%3Aactive%2Efocus%2C%2Ebtn%2Dwarning%3Aactive%3Afocus%2C%2Ebtn%2Dwarning%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dwarning%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dwarning%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dwarning%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23d58512%3Bborder%2Dcolor%3A%23985f0d%7D%2Ebtn%2Dwarning%2Eactive%2C%2Ebtn%2Dwarning%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dwarning%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Dwarning%2Edisabled%2C%2Ebtn%2Dwarning%2Edisabled%2Eactive%2C%2Ebtn%2Dwarning%2Edisabled%2Efocus%2C%2Ebtn%2Dwarning%2Edisabled%3Aactive%2C%2Ebtn%2Dwarning%2Edisabled%3Afocus%2C%2Ebtn%2Dwarning%2Edisabled%3Ahover%2C%2Ebtn%2Dwarning%5Bdisabled%5D%2C%2Ebtn%2Dwarning%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Dwarning%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Dwarning%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Dwarning%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Dwarning%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%3Ahover%7Bbackground%2Dcolor%3A%23f0ad4e%3Bborder%2Dcolor%3A%23eea236%7D%2Ebtn%2Dwarning%20%2Ebadge%7Bcolor%3A%23f0ad4e%3Bbackground%2Dcolor%3A%23fff%7D%2Ebtn%2Ddanger%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23d9534f%3Bborder%2Dcolor%3A%23d43f3a%7D%2Ebtn%2Ddanger%2Efocus%2C%2Ebtn%2Ddanger%3Afocus%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23c9302c%3Bborder%2Dcolor%3A%23761c19%7D%2Ebtn%2Ddanger%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23c9302c%3Bborder%2Dcolor%3A%23ac2925%7D%2Ebtn%2Ddanger%2Eactive%2C%2Ebtn%2Ddanger%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddanger%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23c9302c%3Bborder%2Dcolor%3A%23ac2925%7D%2Ebtn%2Ddanger%2Eactive%2Efocus%2C%2Ebtn%2Ddanger%2Eactive%3Afocus%2C%2Ebtn%2Ddanger%2Eactive%3Ahover%2C%2Ebtn%2Ddanger%3Aactive%2Efocus%2C%2Ebtn%2Ddanger%3Aactive%3Afocus%2C%2Ebtn%2Ddanger%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddanger%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddanger%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddanger%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23ac2925%3Bborder%2Dcolor%3A%23761c19%7D%2Ebtn%2Ddanger%2Eactive%2C%2Ebtn%2Ddanger%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddanger%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Ddanger%2Edisabled%2C%2Ebtn%2Ddanger%2Edisabled%2Eactive%2C%2Ebtn%2Ddanger%2Edisabled%2Efocus%2C%2Ebtn%2Ddanger%2Edisabled%3Aactive%2C%2Ebtn%2Ddanger%2Edisabled%3Afocus%2C%2Ebtn%2Ddanger%2Edisabled%3Ahover%2C%2Ebtn%2Ddanger%5Bdisabled%5D%2C%2Ebtn%2Ddanger%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Ddanger%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Ddanger%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Ddanger%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Ddanger%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%3Ahover%7Bbackground%2Dcolor%3A%23d9534f%3Bborder%2Dcolor%3A%23d43f3a%7D%2Ebtn%2Ddanger%20%2Ebadge%7Bcolor%3A%23d9534f%3Bbackground%2Dcolor%3A%23fff%7D%2Ebtn%2Dlink%7Bfont%2Dweight%3A400%3Bcolor%3A%23337ab7%3Bborder%2Dradius%3A0%7D%2Ebtn%2Dlink%2C%2Ebtn%2Dlink%2Eactive%2C%2Ebtn%2Dlink%3Aactive%2C%2Ebtn%2Dlink%5Bdisabled%5D%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dlink%7Bbackground%2Dcolor%3Atransparent%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7D%2Ebtn%2Dlink%2C%2Ebtn%2Dlink%3Aactive%2C%2Ebtn%2Dlink%3Afocus%2C%2Ebtn%2Dlink%3Ahover%7Bborder%2Dcolor%3Atransparent%7D%2Ebtn%2Dlink%3Afocus%2C%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%2323527c%3Btext%2Ddecoration%3Aunderline%3Bbackground%2Dcolor%3Atransparent%7D%2Ebtn%2Dlink%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Dlink%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dlink%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%23777%3Btext%2Ddecoration%3Anone%7D%2Ebtn%2Dgroup%2Dlg%3E%2Ebtn%2C%2Ebtn%2Dlg%7Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%3Bborder%2Dradius%3A6px%7D%2Ebtn%2Dgroup%2Dsm%3E%2Ebtn%2C%2Ebtn%2Dsm%7Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%3Bborder%2Dradius%3A3px%7D%2Ebtn%2Dgroup%2Dxs%3E%2Ebtn%2C%2Ebtn%2Dxs%7Bpadding%3A1px%205px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%3Bborder%2Dradius%3A3px%7D%2Ebtn%2Dblock%7Bdisplay%3Ablock%3Bwidth%3A100%25%7D%2Ebtn%2Dblock%2B%2Ebtn%2Dblock%7Bmargin%2Dtop%3A5px%7Dinput%5Btype%3Dbutton%5D%2Ebtn%2Dblock%2Cinput%5Btype%3Dreset%5D%2Ebtn%2Dblock%2Cinput%5Btype%3Dsubmit%5D%2Ebtn%2Dblock%7Bwidth%3A100%25%7D%2Efade%7Bopacity%3A0%3B%2Dwebkit%2Dtransition%3Aopacity%20%2E15s%20linear%3B%2Do%2Dtransition%3Aopacity%20%2E15s%20linear%3Btransition%3Aopacity%20%2E15s%20linear%7D%2Efade%2Ein%7Bopacity%3A1%7D%2Ecollapse%7Bdisplay%3Anone%7D%2Ecollapse%2Ein%7Bdisplay%3Ablock%7Dtr%2Ecollapse%2Ein%7Bdisplay%3Atable%2Drow%7Dtbody%2Ecollapse%2Ein%7Bdisplay%3Atable%2Drow%2Dgroup%7D%2Ecollapsing%7Bposition%3Arelative%3Bheight%3A0%3Boverflow%3Ahidden%3B%2Dwebkit%2Dtransition%2Dtiming%2Dfunction%3Aease%3B%2Do%2Dtransition%2Dtiming%2Dfunction%3Aease%3Btransition%2Dtiming%2Dfunction%3Aease%3B%2Dwebkit%2Dtransition%2Dduration%3A%2E35s%3B%2Do%2Dtransition%2Dduration%3A%2E35s%3Btransition%2Dduration%3A%2E35s%3B%2Dwebkit%2Dtransition%2Dproperty%3Aheight%2Cvisibility%3B%2Do%2Dtransition%2Dproperty%3Aheight%2Cvisibility%3Btransition%2Dproperty%3Aheight%2Cvisibility%7D%2Ecaret%7Bdisplay%3Ainline%2Dblock%3Bwidth%3A0%3Bheight%3A0%3Bmargin%2Dleft%3A2px%3Bvertical%2Dalign%3Amiddle%3Bborder%2Dtop%3A4px%20dashed%3Bborder%2Dtop%3A4px%20solid%5C9%3Bborder%2Dright%3A4px%20solid%20transparent%3Bborder%2Dleft%3A4px%20solid%20transparent%7D%2Edropdown%2C%2Edropup%7Bposition%3Arelative%7D%2Edropdown%2Dtoggle%3Afocus%7Boutline%3A0%7D%2Edropdown%2Dmenu%7Bposition%3Aabsolute%3Btop%3A100%25%3Bleft%3A0%3Bz%2Dindex%3A1000%3Bdisplay%3Anone%3Bfloat%3Aleft%3Bmin%2Dwidth%3A160px%3Bpadding%3A5px%200%3Bmargin%3A2px%200%200%3Bfont%2Dsize%3A14px%3Btext%2Dalign%3Aleft%3Blist%2Dstyle%3Anone%3Bbackground%2Dcolor%3A%23fff%3B%2Dwebkit%2Dbackground%2Dclip%3Apadding%2Dbox%3Bbackground%2Dclip%3Apadding%2Dbox%3Bborder%3A1px%20solid%20%23ccc%3Bborder%3A1px%20solid%20rgba%280%2C0%2C0%2C%2E15%29%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dbox%2Dshadow%3A0%206px%2012px%20rgba%280%2C0%2C0%2C%2E175%29%3Bbox%2Dshadow%3A0%206px%2012px%20rgba%280%2C0%2C0%2C%2E175%29%7D%2Edropdown%2Dmenu%2Epull%2Dright%7Bright%3A0%3Bleft%3Aauto%7D%2Edropdown%2Dmenu%20%2Edivider%7Bheight%3A1px%3Bmargin%3A9px%200%3Boverflow%3Ahidden%3Bbackground%2Dcolor%3A%23e5e5e5%7D%2Edropdown%2Dmenu%3Eli%3Ea%7Bdisplay%3Ablock%3Bpadding%3A3px%2020px%3Bclear%3Aboth%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23333%3Bwhite%2Dspace%3Anowrap%7D%2Edropdown%2Dmenu%3Eli%3Ea%3Afocus%2C%2Edropdown%2Dmenu%3Eli%3Ea%3Ahover%7Bcolor%3A%23262626%3Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23f5f5f5%7D%2Edropdown%2Dmenu%3E%2Eactive%3Ea%2C%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Afocus%2C%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Ahover%7Bcolor%3A%23fff%3Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23337ab7%3Boutline%3A0%7D%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%2C%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Afocus%2C%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23777%7D%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Afocus%2C%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Ahover%7Btext%2Ddecoration%3Anone%3Bcursor%3Anot%2Dallowed%3Bbackground%2Dcolor%3Atransparent%3Bbackground%2Dimage%3Anone%3Bfilter%3Aprogid%3ADXImageTransform%2EMicrosoft%2Egradient%28enabled%3Dfalse%29%7D%2Eopen%3E%2Edropdown%2Dmenu%7Bdisplay%3Ablock%7D%2Eopen%3Ea%7Boutline%3A0%7D%2Edropdown%2Dmenu%2Dright%7Bright%3A0%3Bleft%3Aauto%7D%2Edropdown%2Dmenu%2Dleft%7Bright%3Aauto%3Bleft%3A0%7D%2Edropdown%2Dheader%7Bdisplay%3Ablock%3Bpadding%3A3px%2020px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23777%3Bwhite%2Dspace%3Anowrap%7D%2Edropdown%2Dbackdrop%7Bposition%3Afixed%3Btop%3A0%3Bright%3A0%3Bbottom%3A0%3Bleft%3A0%3Bz%2Dindex%3A990%7D%2Epull%2Dright%3E%2Edropdown%2Dmenu%7Bright%3A0%3Bleft%3Aauto%7D%2Edropup%20%2Ecaret%2C%2Enavbar%2Dfixed%2Dbottom%20%2Edropdown%20%2Ecaret%7Bcontent%3A%22%22%3Bborder%2Dtop%3A0%3Bborder%2Dbottom%3A4px%20dashed%3Bborder%2Dbottom%3A4px%20solid%5C9%7D%2Edropup%20%2Edropdown%2Dmenu%2C%2Enavbar%2Dfixed%2Dbottom%20%2Edropdown%20%2Edropdown%2Dmenu%7Btop%3Aauto%3Bbottom%3A100%25%3Bmargin%2Dbottom%3A2px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dright%20%2Edropdown%2Dmenu%7Bright%3A0%3Bleft%3Aauto%7D%2Enavbar%2Dright%20%2Edropdown%2Dmenu%2Dleft%7Bright%3Aauto%3Bleft%3A0%7D%7D%2Ebtn%2Dgroup%2C%2Ebtn%2Dgroup%2Dvertical%7Bposition%3Arelative%3Bdisplay%3Ainline%2Dblock%3Bvertical%2Dalign%3Amiddle%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2C%2Ebtn%2Dgroup%3E%2Ebtn%7Bposition%3Arelative%3Bfloat%3Aleft%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Eactive%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Aactive%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Afocus%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Ahover%2C%2Ebtn%2Dgroup%3E%2Ebtn%2Eactive%2C%2Ebtn%2Dgroup%3E%2Ebtn%3Aactive%2C%2Ebtn%2Dgroup%3E%2Ebtn%3Afocus%2C%2Ebtn%2Dgroup%3E%2Ebtn%3Ahover%7Bz%2Dindex%3A2%7D%2Ebtn%2Dgroup%20%2Ebtn%2B%2Ebtn%2C%2Ebtn%2Dgroup%20%2Ebtn%2B%2Ebtn%2Dgroup%2C%2Ebtn%2Dgroup%20%2Ebtn%2Dgroup%2B%2Ebtn%2C%2Ebtn%2Dgroup%20%2Ebtn%2Dgroup%2B%2Ebtn%2Dgroup%7Bmargin%2Dleft%3A%2D1px%7D%2Ebtn%2Dtoolbar%7Bmargin%2Dleft%3A%2D5px%7D%2Ebtn%2Dtoolbar%20%2Ebtn%2C%2Ebtn%2Dtoolbar%20%2Ebtn%2Dgroup%2C%2Ebtn%2Dtoolbar%20%2Einput%2Dgroup%7Bfloat%3Aleft%7D%2Ebtn%2Dtoolbar%3E%2Ebtn%2C%2Ebtn%2Dtoolbar%3E%2Ebtn%2Dgroup%2C%2Ebtn%2Dtoolbar%3E%2Einput%2Dgroup%7Bmargin%2Dleft%3A5px%7D%2Ebtn%2Dgroup%3E%2Ebtn%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%3Anot%28%2Edropdown%2Dtoggle%29%7Bborder%2Dradius%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%3Afirst%2Dchild%7Bmargin%2Dleft%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%3Anot%28%2Edropdown%2Dtoggle%29%7Bborder%2Dtop%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dright%2Dradius%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%3Alast%2Dchild%3Anot%28%3Afirst%2Dchild%29%2C%2Ebtn%2Dgroup%3E%2Edropdown%2Dtoggle%3Anot%28%3Afirst%2Dchild%29%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%2Dgroup%7Bfloat%3Aleft%7D%2Ebtn%2Dgroup%3E%2Ebtn%2Dgroup%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%3E%2Ebtn%7Bborder%2Dradius%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%2Dgroup%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%3E%2Ebtn%3Alast%2Dchild%2C%2Ebtn%2Dgroup%3E%2Ebtn%2Dgroup%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%3E%2Edropdown%2Dtoggle%7Bborder%2Dtop%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dright%2Dradius%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%2Dgroup%3Alast%2Dchild%3Anot%28%3Afirst%2Dchild%29%3E%2Ebtn%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Ebtn%2Dgroup%20%2Edropdown%2Dtoggle%3Aactive%2C%2Ebtn%2Dgroup%2Eopen%20%2Edropdown%2Dtoggle%7Boutline%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%2B%2Edropdown%2Dtoggle%7Bpadding%2Dright%3A8px%3Bpadding%2Dleft%3A8px%7D%2Ebtn%2Dgroup%3E%2Ebtn%2Dlg%2B%2Edropdown%2Dtoggle%7Bpadding%2Dright%3A12px%3Bpadding%2Dleft%3A12px%7D%2Ebtn%2Dgroup%2Eopen%20%2Edropdown%2Dtoggle%7B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%203px%205px%20rgba%280%2C0%2C0%2C%2E125%29%3Bbox%2Dshadow%3Ainset%200%203px%205px%20rgba%280%2C0%2C0%2C%2E125%29%7D%2Ebtn%2Dgroup%2Eopen%20%2Edropdown%2Dtoggle%2Ebtn%2Dlink%7B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7D%2Ebtn%20%2Ecaret%7Bmargin%2Dleft%3A0%7D%2Ebtn%2Dlg%20%2Ecaret%7Bborder%2Dwidth%3A5px%205px%200%3Bborder%2Dbottom%2Dwidth%3A0%7D%2Edropup%20%2Ebtn%2Dlg%20%2Ecaret%7Bborder%2Dwidth%3A0%205px%205px%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3E%2Ebtn%7Bdisplay%3Ablock%3Bfloat%3Anone%3Bwidth%3A100%25%3Bmax%2Dwidth%3A100%25%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3E%2Ebtn%7Bfloat%3Anone%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2B%2Ebtn%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2B%2Ebtn%2Dgroup%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%2B%2Ebtn%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%2B%2Ebtn%2Dgroup%7Bmargin%2Dtop%3A%2D1px%3Bmargin%2Dleft%3A0%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%7Bborder%2Dradius%3A0%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%7Bborder%2Dtop%2Dright%2Dradius%3A4px%3Bborder%2Dbottom%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Alast%2Dchild%3Anot%28%3Afirst%2Dchild%29%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dtop%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A4px%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%3E%2Ebtn%7Bborder%2Dradius%3A0%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%3E%2Ebtn%3Alast%2Dchild%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%3E%2Edropdown%2Dtoggle%7Bborder%2Dbottom%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Alast%2Dchild%3Anot%28%3Afirst%2Dchild%29%3E%2Ebtn%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dtop%2Dright%2Dradius%3A0%7D%2Ebtn%2Dgroup%2Djustified%7Bdisplay%3Atable%3Bwidth%3A100%25%3Btable%2Dlayout%3Afixed%3Bborder%2Dcollapse%3Aseparate%7D%2Ebtn%2Dgroup%2Djustified%3E%2Ebtn%2C%2Ebtn%2Dgroup%2Djustified%3E%2Ebtn%2Dgroup%7Bdisplay%3Atable%2Dcell%3Bfloat%3Anone%3Bwidth%3A1%25%7D%2Ebtn%2Dgroup%2Djustified%3E%2Ebtn%2Dgroup%20%2Ebtn%7Bwidth%3A100%25%7D%2Ebtn%2Dgroup%2Djustified%3E%2Ebtn%2Dgroup%20%2Edropdown%2Dmenu%7Bleft%3Aauto%7D%5Bdata%2Dtoggle%3Dbuttons%5D%3E%2Ebtn%20input%5Btype%3Dcheckbox%5D%2C%5Bdata%2Dtoggle%3Dbuttons%5D%3E%2Ebtn%20input%5Btype%3Dradio%5D%2C%5Bdata%2Dtoggle%3Dbuttons%5D%3E%2Ebtn%2Dgroup%3E%2Ebtn%20input%5Btype%3Dcheckbox%5D%2C%5Bdata%2Dtoggle%3Dbuttons%5D%3E%2Ebtn%2Dgroup%3E%2Ebtn%20input%5Btype%3Dradio%5D%7Bposition%3Aabsolute%3Bclip%3Arect%280%2C0%2C0%2C0%29%3Bpointer%2Devents%3Anone%7D%2Einput%2Dgroup%7Bposition%3Arelative%3Bdisplay%3Atable%3Bborder%2Dcollapse%3Aseparate%7D%2Einput%2Dgroup%5Bclass%2A%3Dcol%2D%5D%7Bfloat%3Anone%3Bpadding%2Dright%3A0%3Bpadding%2Dleft%3A0%7D%2Einput%2Dgroup%20%2Eform%2Dcontrol%7Bposition%3Arelative%3Bz%2Dindex%3A2%3Bfloat%3Aleft%3Bwidth%3A100%25%3Bmargin%2Dbottom%3A0%7D%2Einput%2Dgroup%2Dlg%3E%2Eform%2Dcontrol%2C%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Daddon%2C%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3A46px%3Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%3Bborder%2Dradius%3A6px%7Dselect%2Einput%2Dgroup%2Dlg%3E%2Eform%2Dcontrol%2Cselect%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Daddon%2Cselect%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3A46px%3Bline%2Dheight%3A46px%7Dselect%5Bmultiple%5D%2Einput%2Dgroup%2Dlg%3E%2Eform%2Dcontrol%2Cselect%5Bmultiple%5D%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Daddon%2Cselect%5Bmultiple%5D%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%2Ctextarea%2Einput%2Dgroup%2Dlg%3E%2Eform%2Dcontrol%2Ctextarea%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Daddon%2Ctextarea%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3Aauto%7D%2Einput%2Dgroup%2Dsm%3E%2Eform%2Dcontrol%2C%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Daddon%2C%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3A30px%3Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%3Bborder%2Dradius%3A3px%7Dselect%2Einput%2Dgroup%2Dsm%3E%2Eform%2Dcontrol%2Cselect%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Daddon%2Cselect%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3A30px%3Bline%2Dheight%3A30px%7Dselect%5Bmultiple%5D%2Einput%2Dgroup%2Dsm%3E%2Eform%2Dcontrol%2Cselect%5Bmultiple%5D%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Daddon%2Cselect%5Bmultiple%5D%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%2Ctextarea%2Einput%2Dgroup%2Dsm%3E%2Eform%2Dcontrol%2Ctextarea%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Daddon%2Ctextarea%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3Aauto%7D%2Einput%2Dgroup%20%2Eform%2Dcontrol%2C%2Einput%2Dgroup%2Daddon%2C%2Einput%2Dgroup%2Dbtn%7Bdisplay%3Atable%2Dcell%7D%2Einput%2Dgroup%20%2Eform%2Dcontrol%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%2C%2Einput%2Dgroup%2Daddon%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%2C%2Einput%2Dgroup%2Dbtn%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%7Bborder%2Dradius%3A0%7D%2Einput%2Dgroup%2Daddon%2C%2Einput%2Dgroup%2Dbtn%7Bwidth%3A1%25%3Bwhite%2Dspace%3Anowrap%3Bvertical%2Dalign%3Amiddle%7D%2Einput%2Dgroup%2Daddon%7Bpadding%3A6px%2012px%3Bfont%2Dsize%3A14px%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%3Bcolor%3A%23555%3Btext%2Dalign%3Acenter%3Bbackground%2Dcolor%3A%23eee%3Bborder%3A1px%20solid%20%23ccc%3Bborder%2Dradius%3A4px%7D%2Einput%2Dgroup%2Daddon%2Einput%2Dsm%7Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bborder%2Dradius%3A3px%7D%2Einput%2Dgroup%2Daddon%2Einput%2Dlg%7Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bborder%2Dradius%3A6px%7D%2Einput%2Dgroup%2Daddon%20input%5Btype%3Dcheckbox%5D%2C%2Einput%2Dgroup%2Daddon%20input%5Btype%3Dradio%5D%7Bmargin%2Dtop%3A0%7D%2Einput%2Dgroup%20%2Eform%2Dcontrol%3Afirst%2Dchild%2C%2Einput%2Dgroup%2Daddon%3Afirst%2Dchild%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%2Dgroup%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Edropdown%2Dtoggle%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%2Dgroup%3Anot%28%3Alast%2Dchild%29%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%3Anot%28%3Alast%2Dchild%29%3Anot%28%2Edropdown%2Dtoggle%29%7Bborder%2Dtop%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dright%2Dradius%3A0%7D%2Einput%2Dgroup%2Daddon%3Afirst%2Dchild%7Bborder%2Dright%3A0%7D%2Einput%2Dgroup%20%2Eform%2Dcontrol%3Alast%2Dchild%2C%2Einput%2Dgroup%2Daddon%3Alast%2Dchild%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%2Dgroup%3Anot%28%3Afirst%2Dchild%29%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%3Anot%28%3Afirst%2Dchild%29%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%2Dgroup%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Edropdown%2Dtoggle%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Einput%2Dgroup%2Daddon%3Alast%2Dchild%7Bborder%2Dleft%3A0%7D%2Einput%2Dgroup%2Dbtn%7Bposition%3Arelative%3Bfont%2Dsize%3A0%3Bwhite%2Dspace%3Anowrap%7D%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bposition%3Arelative%7D%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%2B%2Ebtn%7Bmargin%2Dleft%3A%2D1px%7D%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%3Aactive%2C%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%3Afocus%2C%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%3Ahover%7Bz%2Dindex%3A2%7D%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%2Dgroup%7Bmargin%2Dright%3A%2D1px%7D%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%2Dgroup%7Bz%2Dindex%3A2%3Bmargin%2Dleft%3A%2D1px%7D%2Enav%7Bpadding%2Dleft%3A0%3Bmargin%2Dbottom%3A0%3Blist%2Dstyle%3Anone%7D%2Enav%3Eli%7Bposition%3Arelative%3Bdisplay%3Ablock%7D%2Enav%3Eli%3Ea%7Bposition%3Arelative%3Bdisplay%3Ablock%3Bpadding%3A10px%2015px%7D%2Enav%3Eli%3Ea%3Afocus%2C%2Enav%3Eli%3Ea%3Ahover%7Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23eee%7D%2Enav%3Eli%2Edisabled%3Ea%7Bcolor%3A%23777%7D%2Enav%3Eli%2Edisabled%3Ea%3Afocus%2C%2Enav%3Eli%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23777%3Btext%2Ddecoration%3Anone%3Bcursor%3Anot%2Dallowed%3Bbackground%2Dcolor%3Atransparent%7D%2Enav%20%2Eopen%3Ea%2C%2Enav%20%2Eopen%3Ea%3Afocus%2C%2Enav%20%2Eopen%3Ea%3Ahover%7Bbackground%2Dcolor%3A%23eee%3Bborder%2Dcolor%3A%23337ab7%7D%2Enav%20%2Enav%2Ddivider%7Bheight%3A1px%3Bmargin%3A9px%200%3Boverflow%3Ahidden%3Bbackground%2Dcolor%3A%23e5e5e5%7D%2Enav%3Eli%3Ea%3Eimg%7Bmax%2Dwidth%3Anone%7D%2Enav%2Dtabs%7Bborder%2Dbottom%3A1px%20solid%20%23ddd%7D%2Enav%2Dtabs%3Eli%7Bfloat%3Aleft%3Bmargin%2Dbottom%3A%2D1px%7D%2Enav%2Dtabs%3Eli%3Ea%7Bmargin%2Dright%3A2px%3Bline%2Dheight%3A1%2E42857143%3Bborder%3A1px%20solid%20transparent%3Bborder%2Dradius%3A4px%204px%200%200%7D%2Enav%2Dtabs%3Eli%3Ea%3Ahover%7Bborder%2Dcolor%3A%23eee%20%23eee%20%23ddd%7D%2Enav%2Dtabs%3Eli%2Eactive%3Ea%2C%2Enav%2Dtabs%3Eli%2Eactive%3Ea%3Afocus%2C%2Enav%2Dtabs%3Eli%2Eactive%3Ea%3Ahover%7Bcolor%3A%23555%3Bcursor%3Adefault%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%3Bborder%2Dbottom%2Dcolor%3Atransparent%7D%2Enav%2Dtabs%2Enav%2Djustified%7Bwidth%3A100%25%3Bborder%2Dbottom%3A0%7D%2Enav%2Dtabs%2Enav%2Djustified%3Eli%7Bfloat%3Anone%7D%2Enav%2Dtabs%2Enav%2Djustified%3Eli%3Ea%7Bmargin%2Dbottom%3A5px%3Btext%2Dalign%3Acenter%7D%2Enav%2Dtabs%2Enav%2Djustified%3E%2Edropdown%20%2Edropdown%2Dmenu%7Btop%3Aauto%3Bleft%3Aauto%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enav%2Dtabs%2Enav%2Djustified%3Eli%7Bdisplay%3Atable%2Dcell%3Bwidth%3A1%25%7D%2Enav%2Dtabs%2Enav%2Djustified%3Eli%3Ea%7Bmargin%2Dbottom%3A0%7D%7D%2Enav%2Dtabs%2Enav%2Djustified%3Eli%3Ea%7Bmargin%2Dright%3A0%3Bborder%2Dradius%3A4px%7D%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%2C%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%3Afocus%2C%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%3Ahover%7Bborder%3A1px%20solid%20%23ddd%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enav%2Dtabs%2Enav%2Djustified%3Eli%3Ea%7Bborder%2Dbottom%3A1px%20solid%20%23ddd%3Bborder%2Dradius%3A4px%204px%200%200%7D%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%2C%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%3Afocus%2C%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%3Ahover%7Bborder%2Dbottom%2Dcolor%3A%23fff%7D%7D%2Enav%2Dpills%3Eli%7Bfloat%3Aleft%7D%2Enav%2Dpills%3Eli%3Ea%7Bborder%2Dradius%3A4px%7D%2Enav%2Dpills%3Eli%2Bli%7Bmargin%2Dleft%3A2px%7D%2Enav%2Dpills%3Eli%2Eactive%3Ea%2C%2Enav%2Dpills%3Eli%2Eactive%3Ea%3Afocus%2C%2Enav%2Dpills%3Eli%2Eactive%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23337ab7%7D%2Enav%2Dstacked%3Eli%7Bfloat%3Anone%7D%2Enav%2Dstacked%3Eli%2Bli%7Bmargin%2Dtop%3A2px%3Bmargin%2Dleft%3A0%7D%2Enav%2Djustified%7Bwidth%3A100%25%7D%2Enav%2Djustified%3Eli%7Bfloat%3Anone%7D%2Enav%2Djustified%3Eli%3Ea%7Bmargin%2Dbottom%3A5px%3Btext%2Dalign%3Acenter%7D%2Enav%2Djustified%3E%2Edropdown%20%2Edropdown%2Dmenu%7Btop%3Aauto%3Bleft%3Aauto%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enav%2Djustified%3Eli%7Bdisplay%3Atable%2Dcell%3Bwidth%3A1%25%7D%2Enav%2Djustified%3Eli%3Ea%7Bmargin%2Dbottom%3A0%7D%7D%2Enav%2Dtabs%2Djustified%7Bborder%2Dbottom%3A0%7D%2Enav%2Dtabs%2Djustified%3Eli%3Ea%7Bmargin%2Dright%3A0%3Bborder%2Dradius%3A4px%7D%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%2C%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%3Afocus%2C%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%3Ahover%7Bborder%3A1px%20solid%20%23ddd%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enav%2Dtabs%2Djustified%3Eli%3Ea%7Bborder%2Dbottom%3A1px%20solid%20%23ddd%3Bborder%2Dradius%3A4px%204px%200%200%7D%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%2C%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%3Afocus%2C%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%3Ahover%7Bborder%2Dbottom%2Dcolor%3A%23fff%7D%7D%2Etab%2Dcontent%3E%2Etab%2Dpane%7Bdisplay%3Anone%7D%2Etab%2Dcontent%3E%2Eactive%7Bdisplay%3Ablock%7D%2Enav%2Dtabs%20%2Edropdown%2Dmenu%7Bmargin%2Dtop%3A%2D1px%3Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dtop%2Dright%2Dradius%3A0%7D%2Enavbar%7Bposition%3Arelative%3Bmin%2Dheight%3A50px%3Bmargin%2Dbottom%3A20px%3Bborder%3A1px%20solid%20transparent%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%7Bborder%2Dradius%3A4px%7D%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dheader%7Bfloat%3Aleft%7D%7D%2Enavbar%2Dcollapse%7Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A15px%3Boverflow%2Dx%3Avisible%3B%2Dwebkit%2Doverflow%2Dscrolling%3Atouch%3Bborder%2Dtop%3A1px%20solid%20transparent%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%3Bbox%2Dshadow%3Ainset%200%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%7D%2Enavbar%2Dcollapse%2Ein%7Boverflow%2Dy%3Aauto%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dcollapse%7Bwidth%3Aauto%3Bborder%2Dtop%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7D%2Enavbar%2Dcollapse%2Ecollapse%7Bdisplay%3Ablock%21important%3Bheight%3Aauto%21important%3Bpadding%2Dbottom%3A0%3Boverflow%3Avisible%21important%7D%2Enavbar%2Dcollapse%2Ein%7Boverflow%2Dy%3Avisible%7D%2Enavbar%2Dfixed%2Dbottom%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Dfixed%2Dtop%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Dstatic%2Dtop%20%2Enavbar%2Dcollapse%7Bpadding%2Dright%3A0%3Bpadding%2Dleft%3A0%7D%7D%2Enavbar%2Dfixed%2Dbottom%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Dfixed%2Dtop%20%2Enavbar%2Dcollapse%7Bmax%2Dheight%3A340px%7D%40media%20%28max%2Ddevice%2Dwidth%3A480px%29%20and%20%28orientation%3Alandscape%29%7B%2Enavbar%2Dfixed%2Dbottom%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Dfixed%2Dtop%20%2Enavbar%2Dcollapse%7Bmax%2Dheight%3A200px%7D%7D%2Econtainer%2Dfluid%3E%2Enavbar%2Dcollapse%2C%2Econtainer%2Dfluid%3E%2Enavbar%2Dheader%2C%2Econtainer%3E%2Enavbar%2Dcollapse%2C%2Econtainer%3E%2Enavbar%2Dheader%7Bmargin%2Dright%3A%2D15px%3Bmargin%2Dleft%3A%2D15px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Econtainer%2Dfluid%3E%2Enavbar%2Dcollapse%2C%2Econtainer%2Dfluid%3E%2Enavbar%2Dheader%2C%2Econtainer%3E%2Enavbar%2Dcollapse%2C%2Econtainer%3E%2Enavbar%2Dheader%7Bmargin%2Dright%3A0%3Bmargin%2Dleft%3A0%7D%7D%2Enavbar%2Dstatic%2Dtop%7Bz%2Dindex%3A1000%3Bborder%2Dwidth%3A0%200%201px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dstatic%2Dtop%7Bborder%2Dradius%3A0%7D%7D%2Enavbar%2Dfixed%2Dbottom%2C%2Enavbar%2Dfixed%2Dtop%7Bposition%3Afixed%3Bright%3A0%3Bleft%3A0%3Bz%2Dindex%3A1030%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dfixed%2Dbottom%2C%2Enavbar%2Dfixed%2Dtop%7Bborder%2Dradius%3A0%7D%7D%2Enavbar%2Dfixed%2Dtop%7Btop%3A0%3Bborder%2Dwidth%3A0%200%201px%7D%2Enavbar%2Dfixed%2Dbottom%7Bbottom%3A0%3Bmargin%2Dbottom%3A0%3Bborder%2Dwidth%3A1px%200%200%7D%2Enavbar%2Dbrand%7Bfloat%3Aleft%3Bheight%3A50px%3Bpadding%3A15px%2015px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A20px%7D%2Enavbar%2Dbrand%3Afocus%2C%2Enavbar%2Dbrand%3Ahover%7Btext%2Ddecoration%3Anone%7D%2Enavbar%2Dbrand%3Eimg%7Bdisplay%3Ablock%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%3E%2Econtainer%20%2Enavbar%2Dbrand%2C%2Enavbar%3E%2Econtainer%2Dfluid%20%2Enavbar%2Dbrand%7Bmargin%2Dleft%3A%2D15px%7D%7D%2Enavbar%2Dtoggle%7Bposition%3Arelative%3Bfloat%3Aright%3Bpadding%3A9px%2010px%3Bmargin%2Dtop%3A8px%3Bmargin%2Dright%3A15px%3Bmargin%2Dbottom%3A8px%3Bbackground%2Dcolor%3Atransparent%3Bbackground%2Dimage%3Anone%3Bborder%3A1px%20solid%20transparent%3Bborder%2Dradius%3A4px%7D%2Enavbar%2Dtoggle%3Afocus%7Boutline%3A0%7D%2Enavbar%2Dtoggle%20%2Eicon%2Dbar%7Bdisplay%3Ablock%3Bwidth%3A22px%3Bheight%3A2px%3Bborder%2Dradius%3A1px%7D%2Enavbar%2Dtoggle%20%2Eicon%2Dbar%2B%2Eicon%2Dbar%7Bmargin%2Dtop%3A4px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dtoggle%7Bdisplay%3Anone%7D%7D%2Enavbar%2Dnav%7Bmargin%3A7%2E5px%20%2D15px%7D%2Enavbar%2Dnav%3Eli%3Ea%7Bpadding%2Dtop%3A10px%3Bpadding%2Dbottom%3A10px%3Bline%2Dheight%3A20px%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%7Bposition%3Astatic%3Bfloat%3Anone%3Bwidth%3Aauto%3Bmargin%2Dtop%3A0%3Bbackground%2Dcolor%3Atransparent%3Bborder%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7D%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%20%2Edropdown%2Dheader%2C%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%7Bpadding%3A5px%2015px%205px%2025px%7D%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%7Bline%2Dheight%3A20px%7D%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Afocus%2C%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Ahover%7Bbackground%2Dimage%3Anone%7D%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dnav%7Bfloat%3Aleft%3Bmargin%3A0%7D%2Enavbar%2Dnav%3Eli%7Bfloat%3Aleft%7D%2Enavbar%2Dnav%3Eli%3Ea%7Bpadding%2Dtop%3A15px%3Bpadding%2Dbottom%3A15px%7D%7D%2Enavbar%2Dform%7Bpadding%3A10px%2015px%3Bmargin%2Dtop%3A8px%3Bmargin%2Dright%3A%2D15px%3Bmargin%2Dbottom%3A8px%3Bmargin%2Dleft%3A%2D15px%3Bborder%2Dtop%3A1px%20solid%20transparent%3Bborder%2Dbottom%3A1px%20solid%20transparent%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%2C0%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%3Bbox%2Dshadow%3Ainset%200%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%2C0%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dform%20%2Eform%2Dgroup%7Bdisplay%3Ainline%2Dblock%3Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Enavbar%2Dform%20%2Eform%2Dcontrol%7Bdisplay%3Ainline%2Dblock%3Bwidth%3Aauto%3Bvertical%2Dalign%3Amiddle%7D%2Enavbar%2Dform%20%2Eform%2Dcontrol%2Dstatic%7Bdisplay%3Ainline%2Dblock%7D%2Enavbar%2Dform%20%2Einput%2Dgroup%7Bdisplay%3Ainline%2Dtable%3Bvertical%2Dalign%3Amiddle%7D%2Enavbar%2Dform%20%2Einput%2Dgroup%20%2Eform%2Dcontrol%2C%2Enavbar%2Dform%20%2Einput%2Dgroup%20%2Einput%2Dgroup%2Daddon%2C%2Enavbar%2Dform%20%2Einput%2Dgroup%20%2Einput%2Dgroup%2Dbtn%7Bwidth%3Aauto%7D%2Enavbar%2Dform%20%2Einput%2Dgroup%3E%2Eform%2Dcontrol%7Bwidth%3A100%25%7D%2Enavbar%2Dform%20%2Econtrol%2Dlabel%7Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Enavbar%2Dform%20%2Echeckbox%2C%2Enavbar%2Dform%20%2Eradio%7Bdisplay%3Ainline%2Dblock%3Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Enavbar%2Dform%20%2Echeckbox%20label%2C%2Enavbar%2Dform%20%2Eradio%20label%7Bpadding%2Dleft%3A0%7D%2Enavbar%2Dform%20%2Echeckbox%20input%5Btype%3Dcheckbox%5D%2C%2Enavbar%2Dform%20%2Eradio%20input%5Btype%3Dradio%5D%7Bposition%3Arelative%3Bmargin%2Dleft%3A0%7D%2Enavbar%2Dform%20%2Ehas%2Dfeedback%20%2Eform%2Dcontrol%2Dfeedback%7Btop%3A0%7D%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Enavbar%2Dform%20%2Eform%2Dgroup%7Bmargin%2Dbottom%3A5px%7D%2Enavbar%2Dform%20%2Eform%2Dgroup%3Alast%2Dchild%7Bmargin%2Dbottom%3A0%7D%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dform%7Bwidth%3Aauto%3Bpadding%2Dtop%3A0%3Bpadding%2Dbottom%3A0%3Bmargin%2Dright%3A0%3Bmargin%2Dleft%3A0%3Bborder%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7D%7D%2Enavbar%2Dnav%3Eli%3E%2Edropdown%2Dmenu%7Bmargin%2Dtop%3A0%3Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dtop%2Dright%2Dradius%3A0%7D%2Enavbar%2Dfixed%2Dbottom%20%2Enavbar%2Dnav%3Eli%3E%2Edropdown%2Dmenu%7Bmargin%2Dbottom%3A0%3Bborder%2Dtop%2Dleft%2Dradius%3A4px%3Bborder%2Dtop%2Dright%2Dradius%3A4px%3Bborder%2Dbottom%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Enavbar%2Dbtn%7Bmargin%2Dtop%3A8px%3Bmargin%2Dbottom%3A8px%7D%2Enavbar%2Dbtn%2Ebtn%2Dsm%7Bmargin%2Dtop%3A10px%3Bmargin%2Dbottom%3A10px%7D%2Enavbar%2Dbtn%2Ebtn%2Dxs%7Bmargin%2Dtop%3A14px%3Bmargin%2Dbottom%3A14px%7D%2Enavbar%2Dtext%7Bmargin%2Dtop%3A15px%3Bmargin%2Dbottom%3A15px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dtext%7Bfloat%3Aleft%3Bmargin%2Dright%3A15px%3Bmargin%2Dleft%3A15px%7D%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dleft%7Bfloat%3Aleft%21important%7D%2Enavbar%2Dright%7Bfloat%3Aright%21important%3Bmargin%2Dright%3A%2D15px%7D%2Enavbar%2Dright%7E%2Enavbar%2Dright%7Bmargin%2Dright%3A0%7D%7D%2Enavbar%2Ddefault%7Bbackground%2Dcolor%3A%23f8f8f8%3Bborder%2Dcolor%3A%23e7e7e7%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dbrand%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dbrand%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dbrand%3Ahover%7Bcolor%3A%235e5e5e%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dtext%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3Eli%3Ea%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3Eli%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3Eli%3Ea%3Ahover%7Bcolor%3A%23333%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%3Ahover%7Bcolor%3A%23555%3Bbackground%2Dcolor%3A%23e7e7e7%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23ccc%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dtoggle%7Bborder%2Dcolor%3A%23ddd%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dtoggle%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dtoggle%3Ahover%7Bbackground%2Dcolor%3A%23ddd%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dtoggle%20%2Eicon%2Dbar%7Bbackground%2Dcolor%3A%23888%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dform%7Bborder%2Dcolor%3A%23e7e7e7%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%3Ahover%7Bcolor%3A%23555%3Bbackground%2Dcolor%3A%23e7e7e7%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Ahover%7Bcolor%3A%23333%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Ahover%7Bcolor%3A%23555%3Bbackground%2Dcolor%3A%23e7e7e7%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23ccc%3Bbackground%2Dcolor%3Atransparent%7D%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dlink%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dlink%3Ahover%7Bcolor%3A%23333%7D%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%3Afocus%2C%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%23333%7D%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%5Bdisabled%5D%3Afocus%2C%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%23ccc%7D%2Enavbar%2Dinverse%7Bbackground%2Dcolor%3A%23222%3Bborder%2Dcolor%3A%23080808%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dbrand%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dbrand%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dbrand%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dtext%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3Eli%3Ea%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3Eli%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3Eli%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23080808%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23444%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dtoggle%7Bborder%2Dcolor%3A%23333%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dtoggle%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dtoggle%3Ahover%7Bbackground%2Dcolor%3A%23333%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dtoggle%20%2Eicon%2Dbar%7Bbackground%2Dcolor%3A%23fff%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dform%7Bborder%2Dcolor%3A%23101010%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23080808%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edropdown%2Dheader%7Bborder%2Dcolor%3A%23080808%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%20%2Edivider%7Bbackground%2Dcolor%3A%23080808%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23080808%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23444%3Bbackground%2Dcolor%3Atransparent%7D%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dlink%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dlink%3Ahover%7Bcolor%3A%23fff%7D%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%3Afocus%2C%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%23fff%7D%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%5Bdisabled%5D%3Afocus%2C%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%23444%7D%2Ebreadcrumb%7Bpadding%3A8px%2015px%3Bmargin%2Dbottom%3A20px%3Blist%2Dstyle%3Anone%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%2Dradius%3A4px%7D%2Ebreadcrumb%3Eli%7Bdisplay%3Ainline%2Dblock%7D%2Ebreadcrumb%3Eli%2Bli%3Abefore%7Bpadding%3A0%205px%3Bcolor%3A%23ccc%3Bcontent%3A%22%2F%5C00a0%22%7D%2Ebreadcrumb%3E%2Eactive%7Bcolor%3A%23777%7D%2Epagination%7Bdisplay%3Ainline%2Dblock%3Bpadding%2Dleft%3A0%3Bmargin%3A20px%200%3Bborder%2Dradius%3A4px%7D%2Epagination%3Eli%7Bdisplay%3Ainline%7D%2Epagination%3Eli%3Ea%2C%2Epagination%3Eli%3Espan%7Bposition%3Arelative%3Bfloat%3Aleft%3Bpadding%3A6px%2012px%3Bmargin%2Dleft%3A%2D1px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23337ab7%3Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%7D%2Epagination%3Eli%3Afirst%2Dchild%3Ea%2C%2Epagination%3Eli%3Afirst%2Dchild%3Espan%7Bmargin%2Dleft%3A0%3Bborder%2Dtop%2Dleft%2Dradius%3A4px%3Bborder%2Dbottom%2Dleft%2Dradius%3A4px%7D%2Epagination%3Eli%3Alast%2Dchild%3Ea%2C%2Epagination%3Eli%3Alast%2Dchild%3Espan%7Bborder%2Dtop%2Dright%2Dradius%3A4px%3Bborder%2Dbottom%2Dright%2Dradius%3A4px%7D%2Epagination%3Eli%3Ea%3Afocus%2C%2Epagination%3Eli%3Ea%3Ahover%2C%2Epagination%3Eli%3Espan%3Afocus%2C%2Epagination%3Eli%3Espan%3Ahover%7Bz%2Dindex%3A3%3Bcolor%3A%2323527c%3Bbackground%2Dcolor%3A%23eee%3Bborder%2Dcolor%3A%23ddd%7D%2Epagination%3E%2Eactive%3Ea%2C%2Epagination%3E%2Eactive%3Ea%3Afocus%2C%2Epagination%3E%2Eactive%3Ea%3Ahover%2C%2Epagination%3E%2Eactive%3Espan%2C%2Epagination%3E%2Eactive%3Espan%3Afocus%2C%2Epagination%3E%2Eactive%3Espan%3Ahover%7Bz%2Dindex%3A2%3Bcolor%3A%23fff%3Bcursor%3Adefault%3Bbackground%2Dcolor%3A%23337ab7%3Bborder%2Dcolor%3A%23337ab7%7D%2Epagination%3E%2Edisabled%3Ea%2C%2Epagination%3E%2Edisabled%3Ea%3Afocus%2C%2Epagination%3E%2Edisabled%3Ea%3Ahover%2C%2Epagination%3E%2Edisabled%3Espan%2C%2Epagination%3E%2Edisabled%3Espan%3Afocus%2C%2Epagination%3E%2Edisabled%3Espan%3Ahover%7Bcolor%3A%23777%3Bcursor%3Anot%2Dallowed%3Bbackground%2Dcolor%3A%23fff%3Bborder%2Dcolor%3A%23ddd%7D%2Epagination%2Dlg%3Eli%3Ea%2C%2Epagination%2Dlg%3Eli%3Espan%7Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%7D%2Epagination%2Dlg%3Eli%3Afirst%2Dchild%3Ea%2C%2Epagination%2Dlg%3Eli%3Afirst%2Dchild%3Espan%7Bborder%2Dtop%2Dleft%2Dradius%3A6px%3Bborder%2Dbottom%2Dleft%2Dradius%3A6px%7D%2Epagination%2Dlg%3Eli%3Alast%2Dchild%3Ea%2C%2Epagination%2Dlg%3Eli%3Alast%2Dchild%3Espan%7Bborder%2Dtop%2Dright%2Dradius%3A6px%3Bborder%2Dbottom%2Dright%2Dradius%3A6px%7D%2Epagination%2Dsm%3Eli%3Ea%2C%2Epagination%2Dsm%3Eli%3Espan%7Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%7D%2Epagination%2Dsm%3Eli%3Afirst%2Dchild%3Ea%2C%2Epagination%2Dsm%3Eli%3Afirst%2Dchild%3Espan%7Bborder%2Dtop%2Dleft%2Dradius%3A3px%3Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epagination%2Dsm%3Eli%3Alast%2Dchild%3Ea%2C%2Epagination%2Dsm%3Eli%3Alast%2Dchild%3Espan%7Bborder%2Dtop%2Dright%2Dradius%3A3px%3Bborder%2Dbottom%2Dright%2Dradius%3A3px%7D%2Epager%7Bpadding%2Dleft%3A0%3Bmargin%3A20px%200%3Btext%2Dalign%3Acenter%3Blist%2Dstyle%3Anone%7D%2Epager%20li%7Bdisplay%3Ainline%7D%2Epager%20li%3Ea%2C%2Epager%20li%3Espan%7Bdisplay%3Ainline%2Dblock%3Bpadding%3A5px%2014px%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%3Bborder%2Dradius%3A15px%7D%2Epager%20li%3Ea%3Afocus%2C%2Epager%20li%3Ea%3Ahover%7Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23eee%7D%2Epager%20%2Enext%3Ea%2C%2Epager%20%2Enext%3Espan%7Bfloat%3Aright%7D%2Epager%20%2Eprevious%3Ea%2C%2Epager%20%2Eprevious%3Espan%7Bfloat%3Aleft%7D%2Epager%20%2Edisabled%3Ea%2C%2Epager%20%2Edisabled%3Ea%3Afocus%2C%2Epager%20%2Edisabled%3Ea%3Ahover%2C%2Epager%20%2Edisabled%3Espan%7Bcolor%3A%23777%3Bcursor%3Anot%2Dallowed%3Bbackground%2Dcolor%3A%23fff%7D%2Elabel%7Bdisplay%3Ainline%3Bpadding%3A%2E2em%20%2E6em%20%2E3em%3Bfont%2Dsize%3A75%25%3Bfont%2Dweight%3A700%3Bline%2Dheight%3A1%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Bwhite%2Dspace%3Anowrap%3Bvertical%2Dalign%3Abaseline%3Bborder%2Dradius%3A%2E25em%7Da%2Elabel%3Afocus%2Ca%2Elabel%3Ahover%7Bcolor%3A%23fff%3Btext%2Ddecoration%3Anone%3Bcursor%3Apointer%7D%2Elabel%3Aempty%7Bdisplay%3Anone%7D%2Ebtn%20%2Elabel%7Bposition%3Arelative%3Btop%3A%2D1px%7D%2Elabel%2Ddefault%7Bbackground%2Dcolor%3A%23777%7D%2Elabel%2Ddefault%5Bhref%5D%3Afocus%2C%2Elabel%2Ddefault%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%235e5e5e%7D%2Elabel%2Dprimary%7Bbackground%2Dcolor%3A%23337ab7%7D%2Elabel%2Dprimary%5Bhref%5D%3Afocus%2C%2Elabel%2Dprimary%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%23286090%7D%2Elabel%2Dsuccess%7Bbackground%2Dcolor%3A%235cb85c%7D%2Elabel%2Dsuccess%5Bhref%5D%3Afocus%2C%2Elabel%2Dsuccess%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%23449d44%7D%2Elabel%2Dinfo%7Bbackground%2Dcolor%3A%235bc0de%7D%2Elabel%2Dinfo%5Bhref%5D%3Afocus%2C%2Elabel%2Dinfo%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%2331b0d5%7D%2Elabel%2Dwarning%7Bbackground%2Dcolor%3A%23f0ad4e%7D%2Elabel%2Dwarning%5Bhref%5D%3Afocus%2C%2Elabel%2Dwarning%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%23ec971f%7D%2Elabel%2Ddanger%7Bbackground%2Dcolor%3A%23d9534f%7D%2Elabel%2Ddanger%5Bhref%5D%3Afocus%2C%2Elabel%2Ddanger%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%23c9302c%7D%2Ebadge%7Bdisplay%3Ainline%2Dblock%3Bmin%2Dwidth%3A10px%3Bpadding%3A3px%207px%3Bfont%2Dsize%3A12px%3Bfont%2Dweight%3A700%3Bline%2Dheight%3A1%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Bwhite%2Dspace%3Anowrap%3Bvertical%2Dalign%3Amiddle%3Bbackground%2Dcolor%3A%23777%3Bborder%2Dradius%3A10px%7D%2Ebadge%3Aempty%7Bdisplay%3Anone%7D%2Ebtn%20%2Ebadge%7Bposition%3Arelative%3Btop%3A%2D1px%7D%2Ebtn%2Dgroup%2Dxs%3E%2Ebtn%20%2Ebadge%2C%2Ebtn%2Dxs%20%2Ebadge%7Btop%3A0%3Bpadding%3A1px%205px%7Da%2Ebadge%3Afocus%2Ca%2Ebadge%3Ahover%7Bcolor%3A%23fff%3Btext%2Ddecoration%3Anone%3Bcursor%3Apointer%7D%2Elist%2Dgroup%2Ditem%2Eactive%3E%2Ebadge%2C%2Enav%2Dpills%3E%2Eactive%3Ea%3E%2Ebadge%7Bcolor%3A%23337ab7%3Bbackground%2Dcolor%3A%23fff%7D%2Elist%2Dgroup%2Ditem%3E%2Ebadge%7Bfloat%3Aright%7D%2Elist%2Dgroup%2Ditem%3E%2Ebadge%2B%2Ebadge%7Bmargin%2Dright%3A5px%7D%2Enav%2Dpills%3Eli%3Ea%3E%2Ebadge%7Bmargin%2Dleft%3A3px%7D%2Ejumbotron%7Bpadding%2Dtop%3A30px%3Bpadding%2Dbottom%3A30px%3Bmargin%2Dbottom%3A30px%3Bcolor%3Ainherit%3Bbackground%2Dcolor%3A%23eee%7D%2Ejumbotron%20%2Eh1%2C%2Ejumbotron%20h1%7Bcolor%3Ainherit%7D%2Ejumbotron%20p%7Bmargin%2Dbottom%3A15px%3Bfont%2Dsize%3A21px%3Bfont%2Dweight%3A200%7D%2Ejumbotron%3Ehr%7Bborder%2Dtop%2Dcolor%3A%23d5d5d5%7D%2Econtainer%20%2Ejumbotron%2C%2Econtainer%2Dfluid%20%2Ejumbotron%7Bborder%2Dradius%3A6px%7D%2Ejumbotron%20%2Econtainer%7Bmax%2Dwidth%3A100%25%7D%40media%20screen%20and%20%28min%2Dwidth%3A768px%29%7B%2Ejumbotron%7Bpadding%2Dtop%3A48px%3Bpadding%2Dbottom%3A48px%7D%2Econtainer%20%2Ejumbotron%2C%2Econtainer%2Dfluid%20%2Ejumbotron%7Bpadding%2Dright%3A60px%3Bpadding%2Dleft%3A60px%7D%2Ejumbotron%20%2Eh1%2C%2Ejumbotron%20h1%7Bfont%2Dsize%3A63px%7D%7D%2Ethumbnail%7Bdisplay%3Ablock%3Bpadding%3A4px%3Bmargin%2Dbottom%3A20px%3Bline%2Dheight%3A1%2E42857143%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dtransition%3Aborder%20%2E2s%20ease%2Din%2Dout%3B%2Do%2Dtransition%3Aborder%20%2E2s%20ease%2Din%2Dout%3Btransition%3Aborder%20%2E2s%20ease%2Din%2Dout%7D%2Ethumbnail%20a%3Eimg%2C%2Ethumbnail%3Eimg%7Bmargin%2Dright%3Aauto%3Bmargin%2Dleft%3Aauto%7Da%2Ethumbnail%2Eactive%2Ca%2Ethumbnail%3Afocus%2Ca%2Ethumbnail%3Ahover%7Bborder%2Dcolor%3A%23337ab7%7D%2Ethumbnail%20%2Ecaption%7Bpadding%3A9px%3Bcolor%3A%23333%7D%2Ealert%7Bpadding%3A15px%3Bmargin%2Dbottom%3A20px%3Bborder%3A1px%20solid%20transparent%3Bborder%2Dradius%3A4px%7D%2Ealert%20h4%7Bmargin%2Dtop%3A0%3Bcolor%3Ainherit%7D%2Ealert%20%2Ealert%2Dlink%7Bfont%2Dweight%3A700%7D%2Ealert%3Ep%2C%2Ealert%3Eul%7Bmargin%2Dbottom%3A0%7D%2Ealert%3Ep%2Bp%7Bmargin%2Dtop%3A5px%7D%2Ealert%2Ddismissable%2C%2Ealert%2Ddismissible%7Bpadding%2Dright%3A35px%7D%2Ealert%2Ddismissable%20%2Eclose%2C%2Ealert%2Ddismissible%20%2Eclose%7Bposition%3Arelative%3Btop%3A%2D2px%3Bright%3A%2D21px%3Bcolor%3Ainherit%7D%2Ealert%2Dsuccess%7Bcolor%3A%233c763d%3Bbackground%2Dcolor%3A%23dff0d8%3Bborder%2Dcolor%3A%23d6e9c6%7D%2Ealert%2Dsuccess%20hr%7Bborder%2Dtop%2Dcolor%3A%23c9e2b3%7D%2Ealert%2Dsuccess%20%2Ealert%2Dlink%7Bcolor%3A%232b542c%7D%2Ealert%2Dinfo%7Bcolor%3A%2331708f%3Bbackground%2Dcolor%3A%23d9edf7%3Bborder%2Dcolor%3A%23bce8f1%7D%2Ealert%2Dinfo%20hr%7Bborder%2Dtop%2Dcolor%3A%23a6e1ec%7D%2Ealert%2Dinfo%20%2Ealert%2Dlink%7Bcolor%3A%23245269%7D%2Ealert%2Dwarning%7Bcolor%3A%238a6d3b%3Bbackground%2Dcolor%3A%23fcf8e3%3Bborder%2Dcolor%3A%23faebcc%7D%2Ealert%2Dwarning%20hr%7Bborder%2Dtop%2Dcolor%3A%23f7e1b5%7D%2Ealert%2Dwarning%20%2Ealert%2Dlink%7Bcolor%3A%2366512c%7D%2Ealert%2Ddanger%7Bcolor%3A%23a94442%3Bbackground%2Dcolor%3A%23f2dede%3Bborder%2Dcolor%3A%23ebccd1%7D%2Ealert%2Ddanger%20hr%7Bborder%2Dtop%2Dcolor%3A%23e4b9c0%7D%2Ealert%2Ddanger%20%2Ealert%2Dlink%7Bcolor%3A%23843534%7D%40%2Dwebkit%2Dkeyframes%20progress%2Dbar%2Dstripes%7Bfrom%7Bbackground%2Dposition%3A40px%200%7Dto%7Bbackground%2Dposition%3A0%200%7D%7D%40%2Do%2Dkeyframes%20progress%2Dbar%2Dstripes%7Bfrom%7Bbackground%2Dposition%3A40px%200%7Dto%7Bbackground%2Dposition%3A0%200%7D%7D%40keyframes%20progress%2Dbar%2Dstripes%7Bfrom%7Bbackground%2Dposition%3A40px%200%7Dto%7Bbackground%2Dposition%3A0%200%7D%7D%2Eprogress%7Bheight%3A20px%3Bmargin%2Dbottom%3A20px%3Boverflow%3Ahidden%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%202px%20rgba%280%2C0%2C0%2C%2E1%29%3Bbox%2Dshadow%3Ainset%200%201px%202px%20rgba%280%2C0%2C0%2C%2E1%29%7D%2Eprogress%2Dbar%7Bfloat%3Aleft%3Bwidth%3A0%3Bheight%3A100%25%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A20px%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Bbackground%2Dcolor%3A%23337ab7%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%20%2D1px%200%20rgba%280%2C0%2C0%2C%2E15%29%3Bbox%2Dshadow%3Ainset%200%20%2D1px%200%20rgba%280%2C0%2C0%2C%2E15%29%3B%2Dwebkit%2Dtransition%3Awidth%20%2E6s%20ease%3B%2Do%2Dtransition%3Awidth%20%2E6s%20ease%3Btransition%3Awidth%20%2E6s%20ease%7D%2Eprogress%2Dbar%2Dstriped%2C%2Eprogress%2Dstriped%20%2Eprogress%2Dbar%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3Alinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3B%2Dwebkit%2Dbackground%2Dsize%3A40px%2040px%3Bbackground%2Dsize%3A40px%2040px%7D%2Eprogress%2Dbar%2Eactive%2C%2Eprogress%2Eactive%20%2Eprogress%2Dbar%7B%2Dwebkit%2Danimation%3Aprogress%2Dbar%2Dstripes%202s%20linear%20infinite%3B%2Do%2Danimation%3Aprogress%2Dbar%2Dstripes%202s%20linear%20infinite%3Banimation%3Aprogress%2Dbar%2Dstripes%202s%20linear%20infinite%7D%2Eprogress%2Dbar%2Dsuccess%7Bbackground%2Dcolor%3A%235cb85c%7D%2Eprogress%2Dstriped%20%2Eprogress%2Dbar%2Dsuccess%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3Alinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%7D%2Eprogress%2Dbar%2Dinfo%7Bbackground%2Dcolor%3A%235bc0de%7D%2Eprogress%2Dstriped%20%2Eprogress%2Dbar%2Dinfo%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3Alinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%7D%2Eprogress%2Dbar%2Dwarning%7Bbackground%2Dcolor%3A%23f0ad4e%7D%2Eprogress%2Dstriped%20%2Eprogress%2Dbar%2Dwarning%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3Alinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%7D%2Eprogress%2Dbar%2Ddanger%7Bbackground%2Dcolor%3A%23d9534f%7D%2Eprogress%2Dstriped%20%2Eprogress%2Dbar%2Ddanger%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3Alinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%7D%2Emedia%7Bmargin%2Dtop%3A15px%7D%2Emedia%3Afirst%2Dchild%7Bmargin%2Dtop%3A0%7D%2Emedia%2C%2Emedia%2Dbody%7Boverflow%3Ahidden%3Bzoom%3A1%7D%2Emedia%2Dbody%7Bwidth%3A10000px%7D%2Emedia%2Dobject%7Bdisplay%3Ablock%7D%2Emedia%2Dobject%2Eimg%2Dthumbnail%7Bmax%2Dwidth%3Anone%7D%2Emedia%2Dright%2C%2Emedia%3E%2Epull%2Dright%7Bpadding%2Dleft%3A10px%7D%2Emedia%2Dleft%2C%2Emedia%3E%2Epull%2Dleft%7Bpadding%2Dright%3A10px%7D%2Emedia%2Dbody%2C%2Emedia%2Dleft%2C%2Emedia%2Dright%7Bdisplay%3Atable%2Dcell%3Bvertical%2Dalign%3Atop%7D%2Emedia%2Dmiddle%7Bvertical%2Dalign%3Amiddle%7D%2Emedia%2Dbottom%7Bvertical%2Dalign%3Abottom%7D%2Emedia%2Dheading%7Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A5px%7D%2Emedia%2Dlist%7Bpadding%2Dleft%3A0%3Blist%2Dstyle%3Anone%7D%2Elist%2Dgroup%7Bpadding%2Dleft%3A0%3Bmargin%2Dbottom%3A20px%7D%2Elist%2Dgroup%2Ditem%7Bposition%3Arelative%3Bdisplay%3Ablock%3Bpadding%3A10px%2015px%3Bmargin%2Dbottom%3A%2D1px%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%7D%2Elist%2Dgroup%2Ditem%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A4px%3Bborder%2Dtop%2Dright%2Dradius%3A4px%7D%2Elist%2Dgroup%2Ditem%3Alast%2Dchild%7Bmargin%2Dbottom%3A0%3Bborder%2Dbottom%2Dright%2Dradius%3A4px%3Bborder%2Dbottom%2Dleft%2Dradius%3A4px%7Da%2Elist%2Dgroup%2Ditem%2Cbutton%2Elist%2Dgroup%2Ditem%7Bcolor%3A%23555%7Da%2Elist%2Dgroup%2Ditem%20%2Elist%2Dgroup%2Ditem%2Dheading%2Cbutton%2Elist%2Dgroup%2Ditem%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3A%23333%7Da%2Elist%2Dgroup%2Ditem%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%3Ahover%7Bcolor%3A%23555%3Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23f5f5f5%7Dbutton%2Elist%2Dgroup%2Ditem%7Bwidth%3A100%25%3Btext%2Dalign%3Aleft%7D%2Elist%2Dgroup%2Ditem%2Edisabled%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Afocus%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Ahover%7Bcolor%3A%23777%3Bcursor%3Anot%2Dallowed%3Bbackground%2Dcolor%3A%23eee%7D%2Elist%2Dgroup%2Ditem%2Edisabled%20%2Elist%2Dgroup%2Ditem%2Dheading%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dheading%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3Ainherit%7D%2Elist%2Dgroup%2Ditem%2Edisabled%20%2Elist%2Dgroup%2Ditem%2Dtext%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dtext%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dtext%7Bcolor%3A%23777%7D%2Elist%2Dgroup%2Ditem%2Eactive%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Afocus%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Ahover%7Bz%2Dindex%3A2%3Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23337ab7%3Bborder%2Dcolor%3A%23337ab7%7D%2Elist%2Dgroup%2Ditem%2Eactive%20%2Elist%2Dgroup%2Ditem%2Dheading%2C%2Elist%2Dgroup%2Ditem%2Eactive%20%2Elist%2Dgroup%2Ditem%2Dheading%3E%2Esmall%2C%2Elist%2Dgroup%2Ditem%2Eactive%20%2Elist%2Dgroup%2Ditem%2Dheading%3Esmall%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dheading%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dheading%3E%2Esmall%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dheading%3Esmall%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dheading%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dheading%3E%2Esmall%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dheading%3Esmall%7Bcolor%3Ainherit%7D%2Elist%2Dgroup%2Ditem%2Eactive%20%2Elist%2Dgroup%2Ditem%2Dtext%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dtext%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dtext%7Bcolor%3A%23c7ddef%7D%2Elist%2Dgroup%2Ditem%2Dsuccess%7Bcolor%3A%233c763d%3Bbackground%2Dcolor%3A%23dff0d8%7Da%2Elist%2Dgroup%2Ditem%2Dsuccess%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%7Bcolor%3A%233c763d%7Da%2Elist%2Dgroup%2Ditem%2Dsuccess%20%2Elist%2Dgroup%2Ditem%2Dheading%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3Ainherit%7Da%2Elist%2Dgroup%2Ditem%2Dsuccess%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dsuccess%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%3Ahover%7Bcolor%3A%233c763d%3Bbackground%2Dcolor%3A%23d0e9c6%7Da%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%2Ca%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%233c763d%3Bborder%2Dcolor%3A%233c763d%7D%2Elist%2Dgroup%2Ditem%2Dinfo%7Bcolor%3A%2331708f%3Bbackground%2Dcolor%3A%23d9edf7%7Da%2Elist%2Dgroup%2Ditem%2Dinfo%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%7Bcolor%3A%2331708f%7Da%2Elist%2Dgroup%2Ditem%2Dinfo%20%2Elist%2Dgroup%2Ditem%2Dheading%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3Ainherit%7Da%2Elist%2Dgroup%2Ditem%2Dinfo%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dinfo%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%3Ahover%7Bcolor%3A%2331708f%3Bbackground%2Dcolor%3A%23c4e3f3%7Da%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%2Ca%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%2331708f%3Bborder%2Dcolor%3A%2331708f%7D%2Elist%2Dgroup%2Ditem%2Dwarning%7Bcolor%3A%238a6d3b%3Bbackground%2Dcolor%3A%23fcf8e3%7Da%2Elist%2Dgroup%2Ditem%2Dwarning%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%7Bcolor%3A%238a6d3b%7Da%2Elist%2Dgroup%2Ditem%2Dwarning%20%2Elist%2Dgroup%2Ditem%2Dheading%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3Ainherit%7Da%2Elist%2Dgroup%2Ditem%2Dwarning%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dwarning%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%3Ahover%7Bcolor%3A%238a6d3b%3Bbackground%2Dcolor%3A%23faf2cc%7Da%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%2Ca%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%238a6d3b%3Bborder%2Dcolor%3A%238a6d3b%7D%2Elist%2Dgroup%2Ditem%2Ddanger%7Bcolor%3A%23a94442%3Bbackground%2Dcolor%3A%23f2dede%7Da%2Elist%2Dgroup%2Ditem%2Ddanger%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%7Bcolor%3A%23a94442%7Da%2Elist%2Dgroup%2Ditem%2Ddanger%20%2Elist%2Dgroup%2Ditem%2Dheading%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3Ainherit%7Da%2Elist%2Dgroup%2Ditem%2Ddanger%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Ddanger%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%3Ahover%7Bcolor%3A%23a94442%3Bbackground%2Dcolor%3A%23ebcccc%7Da%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%2Ca%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23a94442%3Bborder%2Dcolor%3A%23a94442%7D%2Elist%2Dgroup%2Ditem%2Dheading%7Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A5px%7D%2Elist%2Dgroup%2Ditem%2Dtext%7Bmargin%2Dbottom%3A0%3Bline%2Dheight%3A1%2E3%7D%2Epanel%7Bmargin%2Dbottom%3A20px%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20transparent%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dbox%2Dshadow%3A0%201px%201px%20rgba%280%2C0%2C0%2C%2E05%29%3Bbox%2Dshadow%3A0%201px%201px%20rgba%280%2C0%2C0%2C%2E05%29%7D%2Epanel%2Dbody%7Bpadding%3A15px%7D%2Epanel%2Dheading%7Bpadding%3A10px%2015px%3Bborder%2Dbottom%3A1px%20solid%20transparent%3Bborder%2Dtop%2Dleft%2Dradius%3A3px%3Bborder%2Dtop%2Dright%2Dradius%3A3px%7D%2Epanel%2Dheading%3E%2Edropdown%20%2Edropdown%2Dtoggle%7Bcolor%3Ainherit%7D%2Epanel%2Dtitle%7Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A0%3Bfont%2Dsize%3A16px%3Bcolor%3Ainherit%7D%2Epanel%2Dtitle%3E%2Esmall%2C%2Epanel%2Dtitle%3E%2Esmall%3Ea%2C%2Epanel%2Dtitle%3Ea%2C%2Epanel%2Dtitle%3Esmall%2C%2Epanel%2Dtitle%3Esmall%3Ea%7Bcolor%3Ainherit%7D%2Epanel%2Dfooter%7Bpadding%3A10px%2015px%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%2Dtop%3A1px%20solid%20%23ddd%3Bborder%2Dbottom%2Dright%2Dradius%3A3px%3Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Elist%2Dgroup%2C%2Epanel%3E%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%7Bmargin%2Dbottom%3A0%7D%2Epanel%3E%2Elist%2Dgroup%20%2Elist%2Dgroup%2Ditem%2C%2Epanel%3E%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%20%2Elist%2Dgroup%2Ditem%7Bborder%2Dwidth%3A1px%200%3Bborder%2Dradius%3A0%7D%2Epanel%3E%2Elist%2Dgroup%3Afirst%2Dchild%20%2Elist%2Dgroup%2Ditem%3Afirst%2Dchild%2C%2Epanel%3E%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%3Afirst%2Dchild%20%2Elist%2Dgroup%2Ditem%3Afirst%2Dchild%7Bborder%2Dtop%3A0%3Bborder%2Dtop%2Dleft%2Dradius%3A3px%3Bborder%2Dtop%2Dright%2Dradius%3A3px%7D%2Epanel%3E%2Elist%2Dgroup%3Alast%2Dchild%20%2Elist%2Dgroup%2Ditem%3Alast%2Dchild%2C%2Epanel%3E%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%3Alast%2Dchild%20%2Elist%2Dgroup%2Ditem%3Alast%2Dchild%7Bborder%2Dbottom%3A0%3Bborder%2Dbottom%2Dright%2Dradius%3A3px%3Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%20%2Elist%2Dgroup%2Ditem%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dtop%2Dright%2Dradius%3A0%7D%2Epanel%2Dheading%2B%2Elist%2Dgroup%20%2Elist%2Dgroup%2Ditem%3Afirst%2Dchild%7Bborder%2Dtop%2Dwidth%3A0%7D%2Elist%2Dgroup%2B%2Epanel%2Dfooter%7Bborder%2Dtop%2Dwidth%3A0%7D%2Epanel%3E%2Epanel%2Dcollapse%3E%2Etable%2C%2Epanel%3E%2Etable%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%7Bmargin%2Dbottom%3A0%7D%2Epanel%3E%2Epanel%2Dcollapse%3E%2Etable%20caption%2C%2Epanel%3E%2Etable%20caption%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%20caption%7Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A15px%7D%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A3px%3Bborder%2Dtop%2Dright%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A3px%3Bborder%2Dtop%2Dright%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Alast%2Dchild%7Bborder%2Dtop%2Dright%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%7Bborder%2Dbottom%2Dright%2Dradius%3A3px%3Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%7Bborder%2Dbottom%2Dright%2Dradius%3A3px%3Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Afirst%2Dchild%7Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Alast%2Dchild%7Bborder%2Dbottom%2Dright%2Dradius%3A3px%7D%2Epanel%3E%2Epanel%2Dbody%2B%2Etable%2C%2Epanel%3E%2Epanel%2Dbody%2B%2Etable%2Dresponsive%2C%2Epanel%3E%2Etable%2B%2Epanel%2Dbody%2C%2Epanel%3E%2Etable%2Dresponsive%2B%2Epanel%2Dbody%7Bborder%2Dtop%3A1px%20solid%20%23ddd%7D%2Epanel%3E%2Etable%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%2C%2Epanel%3E%2Etable%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%7Bborder%2Dtop%3A0%7D%2Epanel%3E%2Etable%2Dbordered%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%7Bborder%3A0%7D%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Afirst%2Dchild%7Bborder%2Dleft%3A0%7D%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Alast%2Dchild%7Bborder%2Dright%3A0%7D%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Afirst%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Afirst%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Afirst%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Afirst%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Afirst%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Afirst%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Afirst%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Afirst%2Dchild%3Eth%7Bborder%2Dbottom%3A0%7D%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Eth%7Bborder%2Dbottom%3A0%7D%2Epanel%3E%2Etable%2Dresponsive%7Bmargin%2Dbottom%3A0%3Bborder%3A0%7D%2Epanel%2Dgroup%7Bmargin%2Dbottom%3A20px%7D%2Epanel%2Dgroup%20%2Epanel%7Bmargin%2Dbottom%3A0%3Bborder%2Dradius%3A4px%7D%2Epanel%2Dgroup%20%2Epanel%2B%2Epanel%7Bmargin%2Dtop%3A5px%7D%2Epanel%2Dgroup%20%2Epanel%2Dheading%7Bborder%2Dbottom%3A0%7D%2Epanel%2Dgroup%20%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%2C%2Epanel%2Dgroup%20%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%3A1px%20solid%20%23ddd%7D%2Epanel%2Dgroup%20%2Epanel%2Dfooter%7Bborder%2Dtop%3A0%7D%2Epanel%2Dgroup%20%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%20%2Epanel%2Dbody%7Bborder%2Dbottom%3A1px%20solid%20%23ddd%7D%2Epanel%2Ddefault%7Bborder%2Dcolor%3A%23ddd%7D%2Epanel%2Ddefault%3E%2Epanel%2Dheading%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%2Dcolor%3A%23ddd%7D%2Epanel%2Ddefault%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23ddd%7D%2Epanel%2Ddefault%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23f5f5f5%3Bbackground%2Dcolor%3A%23333%7D%2Epanel%2Ddefault%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23ddd%7D%2Epanel%2Dprimary%7Bborder%2Dcolor%3A%23337ab7%7D%2Epanel%2Dprimary%3E%2Epanel%2Dheading%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23337ab7%3Bborder%2Dcolor%3A%23337ab7%7D%2Epanel%2Dprimary%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23337ab7%7D%2Epanel%2Dprimary%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23337ab7%3Bbackground%2Dcolor%3A%23fff%7D%2Epanel%2Dprimary%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23337ab7%7D%2Epanel%2Dsuccess%7Bborder%2Dcolor%3A%23d6e9c6%7D%2Epanel%2Dsuccess%3E%2Epanel%2Dheading%7Bcolor%3A%233c763d%3Bbackground%2Dcolor%3A%23dff0d8%3Bborder%2Dcolor%3A%23d6e9c6%7D%2Epanel%2Dsuccess%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23d6e9c6%7D%2Epanel%2Dsuccess%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23dff0d8%3Bbackground%2Dcolor%3A%233c763d%7D%2Epanel%2Dsuccess%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23d6e9c6%7D%2Epanel%2Dinfo%7Bborder%2Dcolor%3A%23bce8f1%7D%2Epanel%2Dinfo%3E%2Epanel%2Dheading%7Bcolor%3A%2331708f%3Bbackground%2Dcolor%3A%23d9edf7%3Bborder%2Dcolor%3A%23bce8f1%7D%2Epanel%2Dinfo%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23bce8f1%7D%2Epanel%2Dinfo%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23d9edf7%3Bbackground%2Dcolor%3A%2331708f%7D%2Epanel%2Dinfo%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23bce8f1%7D%2Epanel%2Dwarning%7Bborder%2Dcolor%3A%23faebcc%7D%2Epanel%2Dwarning%3E%2Epanel%2Dheading%7Bcolor%3A%238a6d3b%3Bbackground%2Dcolor%3A%23fcf8e3%3Bborder%2Dcolor%3A%23faebcc%7D%2Epanel%2Dwarning%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23faebcc%7D%2Epanel%2Dwarning%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23fcf8e3%3Bbackground%2Dcolor%3A%238a6d3b%7D%2Epanel%2Dwarning%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23faebcc%7D%2Epanel%2Ddanger%7Bborder%2Dcolor%3A%23ebccd1%7D%2Epanel%2Ddanger%3E%2Epanel%2Dheading%7Bcolor%3A%23a94442%3Bbackground%2Dcolor%3A%23f2dede%3Bborder%2Dcolor%3A%23ebccd1%7D%2Epanel%2Ddanger%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23ebccd1%7D%2Epanel%2Ddanger%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23f2dede%3Bbackground%2Dcolor%3A%23a94442%7D%2Epanel%2Ddanger%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23ebccd1%7D%2Eembed%2Dresponsive%7Bposition%3Arelative%3Bdisplay%3Ablock%3Bheight%3A0%3Bpadding%3A0%3Boverflow%3Ahidden%7D%2Eembed%2Dresponsive%20%2Eembed%2Dresponsive%2Ditem%2C%2Eembed%2Dresponsive%20embed%2C%2Eembed%2Dresponsive%20iframe%2C%2Eembed%2Dresponsive%20object%2C%2Eembed%2Dresponsive%20video%7Bposition%3Aabsolute%3Btop%3A0%3Bbottom%3A0%3Bleft%3A0%3Bwidth%3A100%25%3Bheight%3A100%25%3Bborder%3A0%7D%2Eembed%2Dresponsive%2D16by9%7Bpadding%2Dbottom%3A56%2E25%25%7D%2Eembed%2Dresponsive%2D4by3%7Bpadding%2Dbottom%3A75%25%7D%2Ewell%7Bmin%2Dheight%3A20px%3Bpadding%3A19px%3Bmargin%2Dbottom%3A20px%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%3A1px%20solid%20%23e3e3e3%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E05%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E05%29%7D%2Ewell%20blockquote%7Bborder%2Dcolor%3A%23ddd%3Bborder%2Dcolor%3Argba%280%2C0%2C0%2C%2E15%29%7D%2Ewell%2Dlg%7Bpadding%3A24px%3Bborder%2Dradius%3A6px%7D%2Ewell%2Dsm%7Bpadding%3A9px%3Bborder%2Dradius%3A3px%7D%2Eclose%7Bfloat%3Aright%3Bfont%2Dsize%3A21px%3Bfont%2Dweight%3A700%3Bline%2Dheight%3A1%3Bcolor%3A%23000%3Btext%2Dshadow%3A0%201px%200%20%23fff%3Bfilter%3Aalpha%28opacity%3D20%29%3Bopacity%3A%2E2%7D%2Eclose%3Afocus%2C%2Eclose%3Ahover%7Bcolor%3A%23000%3Btext%2Ddecoration%3Anone%3Bcursor%3Apointer%3Bfilter%3Aalpha%28opacity%3D50%29%3Bopacity%3A%2E5%7Dbutton%2Eclose%7B%2Dwebkit%2Dappearance%3Anone%3Bpadding%3A0%3Bcursor%3Apointer%3Bbackground%3A0%200%3Bborder%3A0%7D%2Emodal%2Dopen%7Boverflow%3Ahidden%7D%2Emodal%7Bposition%3Afixed%3Btop%3A0%3Bright%3A0%3Bbottom%3A0%3Bleft%3A0%3Bz%2Dindex%3A1050%3Bdisplay%3Anone%3Boverflow%3Ahidden%3B%2Dwebkit%2Doverflow%2Dscrolling%3Atouch%3Boutline%3A0%7D%2Emodal%2Efade%20%2Emodal%2Ddialog%7B%2Dwebkit%2Dtransition%3A%2Dwebkit%2Dtransform%20%2E3s%20ease%2Dout%3B%2Do%2Dtransition%3A%2Do%2Dtransform%20%2E3s%20ease%2Dout%3Btransition%3Atransform%20%2E3s%20ease%2Dout%3B%2Dwebkit%2Dtransform%3Atranslate%280%2C%2D25%25%29%3B%2Dms%2Dtransform%3Atranslate%280%2C%2D25%25%29%3B%2Do%2Dtransform%3Atranslate%280%2C%2D25%25%29%3Btransform%3Atranslate%280%2C%2D25%25%29%7D%2Emodal%2Ein%20%2Emodal%2Ddialog%7B%2Dwebkit%2Dtransform%3Atranslate%280%2C0%29%3B%2Dms%2Dtransform%3Atranslate%280%2C0%29%3B%2Do%2Dtransform%3Atranslate%280%2C0%29%3Btransform%3Atranslate%280%2C0%29%7D%2Emodal%2Dopen%20%2Emodal%7Boverflow%2Dx%3Ahidden%3Boverflow%2Dy%3Aauto%7D%2Emodal%2Ddialog%7Bposition%3Arelative%3Bwidth%3Aauto%3Bmargin%3A10px%7D%2Emodal%2Dcontent%7Bposition%3Arelative%3Bbackground%2Dcolor%3A%23fff%3B%2Dwebkit%2Dbackground%2Dclip%3Apadding%2Dbox%3Bbackground%2Dclip%3Apadding%2Dbox%3Bborder%3A1px%20solid%20%23999%3Bborder%3A1px%20solid%20rgba%280%2C0%2C0%2C%2E2%29%3Bborder%2Dradius%3A6px%3Boutline%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3A0%203px%209px%20rgba%280%2C0%2C0%2C%2E5%29%3Bbox%2Dshadow%3A0%203px%209px%20rgba%280%2C0%2C0%2C%2E5%29%7D%2Emodal%2Dbackdrop%7Bposition%3Afixed%3Btop%3A0%3Bright%3A0%3Bbottom%3A0%3Bleft%3A0%3Bz%2Dindex%3A1040%3Bbackground%2Dcolor%3A%23000%7D%2Emodal%2Dbackdrop%2Efade%7Bfilter%3Aalpha%28opacity%3D0%29%3Bopacity%3A0%7D%2Emodal%2Dbackdrop%2Ein%7Bfilter%3Aalpha%28opacity%3D50%29%3Bopacity%3A%2E5%7D%2Emodal%2Dheader%7Bmin%2Dheight%3A16%2E43px%3Bpadding%3A15px%3Bborder%2Dbottom%3A1px%20solid%20%23e5e5e5%7D%2Emodal%2Dheader%20%2Eclose%7Bmargin%2Dtop%3A%2D2px%7D%2Emodal%2Dtitle%7Bmargin%3A0%3Bline%2Dheight%3A1%2E42857143%7D%2Emodal%2Dbody%7Bposition%3Arelative%3Bpadding%3A15px%7D%2Emodal%2Dfooter%7Bpadding%3A15px%3Btext%2Dalign%3Aright%3Bborder%2Dtop%3A1px%20solid%20%23e5e5e5%7D%2Emodal%2Dfooter%20%2Ebtn%2B%2Ebtn%7Bmargin%2Dbottom%3A0%3Bmargin%2Dleft%3A5px%7D%2Emodal%2Dfooter%20%2Ebtn%2Dgroup%20%2Ebtn%2B%2Ebtn%7Bmargin%2Dleft%3A%2D1px%7D%2Emodal%2Dfooter%20%2Ebtn%2Dblock%2B%2Ebtn%2Dblock%7Bmargin%2Dleft%3A0%7D%2Emodal%2Dscrollbar%2Dmeasure%7Bposition%3Aabsolute%3Btop%3A%2D9999px%3Bwidth%3A50px%3Bheight%3A50px%3Boverflow%3Ascroll%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Emodal%2Ddialog%7Bwidth%3A600px%3Bmargin%3A30px%20auto%7D%2Emodal%2Dcontent%7B%2Dwebkit%2Dbox%2Dshadow%3A0%205px%2015px%20rgba%280%2C0%2C0%2C%2E5%29%3Bbox%2Dshadow%3A0%205px%2015px%20rgba%280%2C0%2C0%2C%2E5%29%7D%2Emodal%2Dsm%7Bwidth%3A300px%7D%7D%40media%20%28min%2Dwidth%3A992px%29%7B%2Emodal%2Dlg%7Bwidth%3A900px%7D%7D%2Etooltip%7Bposition%3Aabsolute%3Bz%2Dindex%3A1070%3Bdisplay%3Ablock%3Bfont%2Dfamily%3A%22Helvetica%20Neue%22%2CHelvetica%2CArial%2Csans%2Dserif%3Bfont%2Dsize%3A12px%3Bfont%2Dstyle%3Anormal%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%2E42857143%3Btext%2Dalign%3Aleft%3Btext%2Dalign%3Astart%3Btext%2Ddecoration%3Anone%3Btext%2Dshadow%3Anone%3Btext%2Dtransform%3Anone%3Bletter%2Dspacing%3Anormal%3Bword%2Dbreak%3Anormal%3Bword%2Dspacing%3Anormal%3Bword%2Dwrap%3Anormal%3Bwhite%2Dspace%3Anormal%3Bfilter%3Aalpha%28opacity%3D0%29%3Bopacity%3A0%3Bline%2Dbreak%3Aauto%7D%2Etooltip%2Ein%7Bfilter%3Aalpha%28opacity%3D90%29%3Bopacity%3A%2E9%7D%2Etooltip%2Etop%7Bpadding%3A5px%200%3Bmargin%2Dtop%3A%2D3px%7D%2Etooltip%2Eright%7Bpadding%3A0%205px%3Bmargin%2Dleft%3A3px%7D%2Etooltip%2Ebottom%7Bpadding%3A5px%200%3Bmargin%2Dtop%3A3px%7D%2Etooltip%2Eleft%7Bpadding%3A0%205px%3Bmargin%2Dleft%3A%2D3px%7D%2Etooltip%2Dinner%7Bmax%2Dwidth%3A200px%3Bpadding%3A3px%208px%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Bbackground%2Dcolor%3A%23000%3Bborder%2Dradius%3A4px%7D%2Etooltip%2Darrow%7Bposition%3Aabsolute%3Bwidth%3A0%3Bheight%3A0%3Bborder%2Dcolor%3Atransparent%3Bborder%2Dstyle%3Asolid%7D%2Etooltip%2Etop%20%2Etooltip%2Darrow%7Bbottom%3A0%3Bleft%3A50%25%3Bmargin%2Dleft%3A%2D5px%3Bborder%2Dwidth%3A5px%205px%200%3Bborder%2Dtop%2Dcolor%3A%23000%7D%2Etooltip%2Etop%2Dleft%20%2Etooltip%2Darrow%7Bright%3A5px%3Bbottom%3A0%3Bmargin%2Dbottom%3A%2D5px%3Bborder%2Dwidth%3A5px%205px%200%3Bborder%2Dtop%2Dcolor%3A%23000%7D%2Etooltip%2Etop%2Dright%20%2Etooltip%2Darrow%7Bbottom%3A0%3Bleft%3A5px%3Bmargin%2Dbottom%3A%2D5px%3Bborder%2Dwidth%3A5px%205px%200%3Bborder%2Dtop%2Dcolor%3A%23000%7D%2Etooltip%2Eright%20%2Etooltip%2Darrow%7Btop%3A50%25%3Bleft%3A0%3Bmargin%2Dtop%3A%2D5px%3Bborder%2Dwidth%3A5px%205px%205px%200%3Bborder%2Dright%2Dcolor%3A%23000%7D%2Etooltip%2Eleft%20%2Etooltip%2Darrow%7Btop%3A50%25%3Bright%3A0%3Bmargin%2Dtop%3A%2D5px%3Bborder%2Dwidth%3A5px%200%205px%205px%3Bborder%2Dleft%2Dcolor%3A%23000%7D%2Etooltip%2Ebottom%20%2Etooltip%2Darrow%7Btop%3A0%3Bleft%3A50%25%3Bmargin%2Dleft%3A%2D5px%3Bborder%2Dwidth%3A0%205px%205px%3Bborder%2Dbottom%2Dcolor%3A%23000%7D%2Etooltip%2Ebottom%2Dleft%20%2Etooltip%2Darrow%7Btop%3A0%3Bright%3A5px%3Bmargin%2Dtop%3A%2D5px%3Bborder%2Dwidth%3A0%205px%205px%3Bborder%2Dbottom%2Dcolor%3A%23000%7D%2Etooltip%2Ebottom%2Dright%20%2Etooltip%2Darrow%7Btop%3A0%3Bleft%3A5px%3Bmargin%2Dtop%3A%2D5px%3Bborder%2Dwidth%3A0%205px%205px%3Bborder%2Dbottom%2Dcolor%3A%23000%7D%2Epopover%7Bposition%3Aabsolute%3Btop%3A0%3Bleft%3A0%3Bz%2Dindex%3A1060%3Bdisplay%3Anone%3Bmax%2Dwidth%3A276px%3Bpadding%3A1px%3Bfont%2Dfamily%3A%22Helvetica%20Neue%22%2CHelvetica%2CArial%2Csans%2Dserif%3Bfont%2Dsize%3A14px%3Bfont%2Dstyle%3Anormal%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%2E42857143%3Btext%2Dalign%3Aleft%3Btext%2Dalign%3Astart%3Btext%2Ddecoration%3Anone%3Btext%2Dshadow%3Anone%3Btext%2Dtransform%3Anone%3Bletter%2Dspacing%3Anormal%3Bword%2Dbreak%3Anormal%3Bword%2Dspacing%3Anormal%3Bword%2Dwrap%3Anormal%3Bwhite%2Dspace%3Anormal%3Bbackground%2Dcolor%3A%23fff%3B%2Dwebkit%2Dbackground%2Dclip%3Apadding%2Dbox%3Bbackground%2Dclip%3Apadding%2Dbox%3Bborder%3A1px%20solid%20%23ccc%3Bborder%3A1px%20solid%20rgba%280%2C0%2C0%2C%2E2%29%3Bborder%2Dradius%3A6px%3B%2Dwebkit%2Dbox%2Dshadow%3A0%205px%2010px%20rgba%280%2C0%2C0%2C%2E2%29%3Bbox%2Dshadow%3A0%205px%2010px%20rgba%280%2C0%2C0%2C%2E2%29%3Bline%2Dbreak%3Aauto%7D%2Epopover%2Etop%7Bmargin%2Dtop%3A%2D10px%7D%2Epopover%2Eright%7Bmargin%2Dleft%3A10px%7D%2Epopover%2Ebottom%7Bmargin%2Dtop%3A10px%7D%2Epopover%2Eleft%7Bmargin%2Dleft%3A%2D10px%7D%2Epopover%2Dtitle%7Bpadding%3A8px%2014px%3Bmargin%3A0%3Bfont%2Dsize%3A14px%3Bbackground%2Dcolor%3A%23f7f7f7%3Bborder%2Dbottom%3A1px%20solid%20%23ebebeb%3Bborder%2Dradius%3A5px%205px%200%200%7D%2Epopover%2Dcontent%7Bpadding%3A9px%2014px%7D%2Epopover%3E%2Earrow%2C%2Epopover%3E%2Earrow%3Aafter%7Bposition%3Aabsolute%3Bdisplay%3Ablock%3Bwidth%3A0%3Bheight%3A0%3Bborder%2Dcolor%3Atransparent%3Bborder%2Dstyle%3Asolid%7D%2Epopover%3E%2Earrow%7Bborder%2Dwidth%3A11px%7D%2Epopover%3E%2Earrow%3Aafter%7Bcontent%3A%22%22%3Bborder%2Dwidth%3A10px%7D%2Epopover%2Etop%3E%2Earrow%7Bbottom%3A%2D11px%3Bleft%3A50%25%3Bmargin%2Dleft%3A%2D11px%3Bborder%2Dtop%2Dcolor%3A%23999%3Bborder%2Dtop%2Dcolor%3Argba%280%2C0%2C0%2C%2E25%29%3Bborder%2Dbottom%2Dwidth%3A0%7D%2Epopover%2Etop%3E%2Earrow%3Aafter%7Bbottom%3A1px%3Bmargin%2Dleft%3A%2D10px%3Bcontent%3A%22%20%22%3Bborder%2Dtop%2Dcolor%3A%23fff%3Bborder%2Dbottom%2Dwidth%3A0%7D%2Epopover%2Eright%3E%2Earrow%7Btop%3A50%25%3Bleft%3A%2D11px%3Bmargin%2Dtop%3A%2D11px%3Bborder%2Dright%2Dcolor%3A%23999%3Bborder%2Dright%2Dcolor%3Argba%280%2C0%2C0%2C%2E25%29%3Bborder%2Dleft%2Dwidth%3A0%7D%2Epopover%2Eright%3E%2Earrow%3Aafter%7Bbottom%3A%2D10px%3Bleft%3A1px%3Bcontent%3A%22%20%22%3Bborder%2Dright%2Dcolor%3A%23fff%3Bborder%2Dleft%2Dwidth%3A0%7D%2Epopover%2Ebottom%3E%2Earrow%7Btop%3A%2D11px%3Bleft%3A50%25%3Bmargin%2Dleft%3A%2D11px%3Bborder%2Dtop%2Dwidth%3A0%3Bborder%2Dbottom%2Dcolor%3A%23999%3Bborder%2Dbottom%2Dcolor%3Argba%280%2C0%2C0%2C%2E25%29%7D%2Epopover%2Ebottom%3E%2Earrow%3Aafter%7Btop%3A1px%3Bmargin%2Dleft%3A%2D10px%3Bcontent%3A%22%20%22%3Bborder%2Dtop%2Dwidth%3A0%3Bborder%2Dbottom%2Dcolor%3A%23fff%7D%2Epopover%2Eleft%3E%2Earrow%7Btop%3A50%25%3Bright%3A%2D11px%3Bmargin%2Dtop%3A%2D11px%3Bborder%2Dright%2Dwidth%3A0%3Bborder%2Dleft%2Dcolor%3A%23999%3Bborder%2Dleft%2Dcolor%3Argba%280%2C0%2C0%2C%2E25%29%7D%2Epopover%2Eleft%3E%2Earrow%3Aafter%7Bright%3A1px%3Bbottom%3A%2D10px%3Bcontent%3A%22%20%22%3Bborder%2Dright%2Dwidth%3A0%3Bborder%2Dleft%2Dcolor%3A%23fff%7D%2Ecarousel%7Bposition%3Arelative%7D%2Ecarousel%2Dinner%7Bposition%3Arelative%3Bwidth%3A100%25%3Boverflow%3Ahidden%7D%2Ecarousel%2Dinner%3E%2Eitem%7Bposition%3Arelative%3Bdisplay%3Anone%3B%2Dwebkit%2Dtransition%3A%2E6s%20ease%2Din%2Dout%20left%3B%2Do%2Dtransition%3A%2E6s%20ease%2Din%2Dout%20left%3Btransition%3A%2E6s%20ease%2Din%2Dout%20left%7D%2Ecarousel%2Dinner%3E%2Eitem%3Ea%3Eimg%2C%2Ecarousel%2Dinner%3E%2Eitem%3Eimg%7Bline%2Dheight%3A1%7D%40media%20all%20and%20%28transform%2D3d%29%2C%28%2Dwebkit%2Dtransform%2D3d%29%7B%2Ecarousel%2Dinner%3E%2Eitem%7B%2Dwebkit%2Dtransition%3A%2Dwebkit%2Dtransform%20%2E6s%20ease%2Din%2Dout%3B%2Do%2Dtransition%3A%2Do%2Dtransform%20%2E6s%20ease%2Din%2Dout%3Btransition%3Atransform%20%2E6s%20ease%2Din%2Dout%3B%2Dwebkit%2Dbackface%2Dvisibility%3Ahidden%3Bbackface%2Dvisibility%3Ahidden%3B%2Dwebkit%2Dperspective%3A1000px%3Bperspective%3A1000px%7D%2Ecarousel%2Dinner%3E%2Eitem%2Eactive%2Eright%2C%2Ecarousel%2Dinner%3E%2Eitem%2Enext%7Bleft%3A0%3B%2Dwebkit%2Dtransform%3Atranslate3d%28100%25%2C0%2C0%29%3Btransform%3Atranslate3d%28100%25%2C0%2C0%29%7D%2Ecarousel%2Dinner%3E%2Eitem%2Eactive%2Eleft%2C%2Ecarousel%2Dinner%3E%2Eitem%2Eprev%7Bleft%3A0%3B%2Dwebkit%2Dtransform%3Atranslate3d%28%2D100%25%2C0%2C0%29%3Btransform%3Atranslate3d%28%2D100%25%2C0%2C0%29%7D%2Ecarousel%2Dinner%3E%2Eitem%2Eactive%2C%2Ecarousel%2Dinner%3E%2Eitem%2Enext%2Eleft%2C%2Ecarousel%2Dinner%3E%2Eitem%2Eprev%2Eright%7Bleft%3A0%3B%2Dwebkit%2Dtransform%3Atranslate3d%280%2C0%2C0%29%3Btransform%3Atranslate3d%280%2C0%2C0%29%7D%7D%2Ecarousel%2Dinner%3E%2Eactive%2C%2Ecarousel%2Dinner%3E%2Enext%2C%2Ecarousel%2Dinner%3E%2Eprev%7Bdisplay%3Ablock%7D%2Ecarousel%2Dinner%3E%2Eactive%7Bleft%3A0%7D%2Ecarousel%2Dinner%3E%2Enext%2C%2Ecarousel%2Dinner%3E%2Eprev%7Bposition%3Aabsolute%3Btop%3A0%3Bwidth%3A100%25%7D%2Ecarousel%2Dinner%3E%2Enext%7Bleft%3A100%25%7D%2Ecarousel%2Dinner%3E%2Eprev%7Bleft%3A%2D100%25%7D%2Ecarousel%2Dinner%3E%2Enext%2Eleft%2C%2Ecarousel%2Dinner%3E%2Eprev%2Eright%7Bleft%3A0%7D%2Ecarousel%2Dinner%3E%2Eactive%2Eleft%7Bleft%3A%2D100%25%7D%2Ecarousel%2Dinner%3E%2Eactive%2Eright%7Bleft%3A100%25%7D%2Ecarousel%2Dcontrol%7Bposition%3Aabsolute%3Btop%3A0%3Bbottom%3A0%3Bleft%3A0%3Bwidth%3A15%25%3Bfont%2Dsize%3A20px%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Btext%2Dshadow%3A0%201px%202px%20rgba%280%2C0%2C0%2C%2E6%29%3Bfilter%3Aalpha%28opacity%3D50%29%3Bopacity%3A%2E5%7D%2Ecarousel%2Dcontrol%2Eleft%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%28left%2Crgba%280%2C0%2C0%2C%2E5%29%200%2Crgba%280%2C0%2C0%2C%2E0001%29%20100%25%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%28left%2Crgba%280%2C0%2C0%2C%2E5%29%200%2Crgba%280%2C0%2C0%2C%2E0001%29%20100%25%29%3Bbackground%2Dimage%3A%2Dwebkit%2Dgradient%28linear%2Cleft%20top%2Cright%20top%2Cfrom%28rgba%280%2C0%2C0%2C%2E5%29%29%2Cto%28rgba%280%2C0%2C0%2C%2E0001%29%29%29%3Bbackground%2Dimage%3Alinear%2Dgradient%28to%20right%2Crgba%280%2C0%2C0%2C%2E5%29%200%2Crgba%280%2C0%2C0%2C%2E0001%29%20100%25%29%3Bfilter%3Aprogid%3ADXImageTransform%2EMicrosoft%2Egradient%28startColorstr%3D%27%2380000000%27%2C%20endColorstr%3D%27%2300000000%27%2C%20GradientType%3D1%29%3Bbackground%2Drepeat%3Arepeat%2Dx%7D%2Ecarousel%2Dcontrol%2Eright%7Bright%3A0%3Bleft%3Aauto%3Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%28left%2Crgba%280%2C0%2C0%2C%2E0001%29%200%2Crgba%280%2C0%2C0%2C%2E5%29%20100%25%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%28left%2Crgba%280%2C0%2C0%2C%2E0001%29%200%2Crgba%280%2C0%2C0%2C%2E5%29%20100%25%29%3Bbackground%2Dimage%3A%2Dwebkit%2Dgradient%28linear%2Cleft%20top%2Cright%20top%2Cfrom%28rgba%280%2C0%2C0%2C%2E0001%29%29%2Cto%28rgba%280%2C0%2C0%2C%2E5%29%29%29%3Bbackground%2Dimage%3Alinear%2Dgradient%28to%20right%2Crgba%280%2C0%2C0%2C%2E0001%29%200%2Crgba%280%2C0%2C0%2C%2E5%29%20100%25%29%3Bfilter%3Aprogid%3ADXImageTransform%2EMicrosoft%2Egradient%28startColorstr%3D%27%2300000000%27%2C%20endColorstr%3D%27%2380000000%27%2C%20GradientType%3D1%29%3Bbackground%2Drepeat%3Arepeat%2Dx%7D%2Ecarousel%2Dcontrol%3Afocus%2C%2Ecarousel%2Dcontrol%3Ahover%7Bcolor%3A%23fff%3Btext%2Ddecoration%3Anone%3Bfilter%3Aalpha%28opacity%3D90%29%3Boutline%3A0%3Bopacity%3A%2E9%7D%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dleft%2C%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dright%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%7Bposition%3Aabsolute%3Btop%3A50%25%3Bz%2Dindex%3A5%3Bdisplay%3Ainline%2Dblock%3Bmargin%2Dtop%3A%2D10px%7D%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dleft%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%7Bleft%3A50%25%3Bmargin%2Dleft%3A%2D10px%7D%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dright%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%7Bright%3A50%25%3Bmargin%2Dright%3A%2D10px%7D%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%7Bwidth%3A20px%3Bheight%3A20px%3Bfont%2Dfamily%3Aserif%3Bline%2Dheight%3A1%7D%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%3Abefore%7Bcontent%3A%27%5C2039%27%7D%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%3Abefore%7Bcontent%3A%27%5C203a%27%7D%2Ecarousel%2Dindicators%7Bposition%3Aabsolute%3Bbottom%3A10px%3Bleft%3A50%25%3Bz%2Dindex%3A15%3Bwidth%3A60%25%3Bpadding%2Dleft%3A0%3Bmargin%2Dleft%3A%2D30%25%3Btext%2Dalign%3Acenter%3Blist%2Dstyle%3Anone%7D%2Ecarousel%2Dindicators%20li%7Bdisplay%3Ainline%2Dblock%3Bwidth%3A10px%3Bheight%3A10px%3Bmargin%3A1px%3Btext%2Dindent%3A%2D999px%3Bcursor%3Apointer%3Bbackground%2Dcolor%3A%23000%5C9%3Bbackground%2Dcolor%3Argba%280%2C0%2C0%2C0%29%3Bborder%3A1px%20solid%20%23fff%3Bborder%2Dradius%3A10px%7D%2Ecarousel%2Dindicators%20%2Eactive%7Bwidth%3A12px%3Bheight%3A12px%3Bmargin%3A0%3Bbackground%2Dcolor%3A%23fff%7D%2Ecarousel%2Dcaption%7Bposition%3Aabsolute%3Bright%3A15%25%3Bbottom%3A20px%3Bleft%3A15%25%3Bz%2Dindex%3A10%3Bpadding%2Dtop%3A20px%3Bpadding%2Dbottom%3A20px%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Btext%2Dshadow%3A0%201px%202px%20rgba%280%2C0%2C0%2C%2E6%29%7D%2Ecarousel%2Dcaption%20%2Ebtn%7Btext%2Dshadow%3Anone%7D%40media%20screen%20and%20%28min%2Dwidth%3A768px%29%7B%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dleft%2C%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dright%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%7Bwidth%3A30px%3Bheight%3A30px%3Bmargin%2Dtop%3A%2D15px%3Bfont%2Dsize%3A30px%7D%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dleft%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%7Bmargin%2Dleft%3A%2D15px%7D%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dright%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%7Bmargin%2Dright%3A%2D15px%7D%2Ecarousel%2Dcaption%7Bright%3A20%25%3Bleft%3A20%25%3Bpadding%2Dbottom%3A30px%7D%2Ecarousel%2Dindicators%7Bbottom%3A20px%7D%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Aafter%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Abefore%2C%2Ebtn%2Dtoolbar%3Aafter%2C%2Ebtn%2Dtoolbar%3Abefore%2C%2Eclearfix%3Aafter%2C%2Eclearfix%3Abefore%2C%2Econtainer%2Dfluid%3Aafter%2C%2Econtainer%2Dfluid%3Abefore%2C%2Econtainer%3Aafter%2C%2Econtainer%3Abefore%2C%2Edl%2Dhorizontal%20dd%3Aafter%2C%2Edl%2Dhorizontal%20dd%3Abefore%2C%2Eform%2Dhorizontal%20%2Eform%2Dgroup%3Aafter%2C%2Eform%2Dhorizontal%20%2Eform%2Dgroup%3Abefore%2C%2Emodal%2Dfooter%3Aafter%2C%2Emodal%2Dfooter%3Abefore%2C%2Enav%3Aafter%2C%2Enav%3Abefore%2C%2Enavbar%2Dcollapse%3Aafter%2C%2Enavbar%2Dcollapse%3Abefore%2C%2Enavbar%2Dheader%3Aafter%2C%2Enavbar%2Dheader%3Abefore%2C%2Enavbar%3Aafter%2C%2Enavbar%3Abefore%2C%2Epager%3Aafter%2C%2Epager%3Abefore%2C%2Epanel%2Dbody%3Aafter%2C%2Epanel%2Dbody%3Abefore%2C%2Erow%3Aafter%2C%2Erow%3Abefore%7Bdisplay%3Atable%3Bcontent%3A%22%20%22%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Aafter%2C%2Ebtn%2Dtoolbar%3Aafter%2C%2Eclearfix%3Aafter%2C%2Econtainer%2Dfluid%3Aafter%2C%2Econtainer%3Aafter%2C%2Edl%2Dhorizontal%20dd%3Aafter%2C%2Eform%2Dhorizontal%20%2Eform%2Dgroup%3Aafter%2C%2Emodal%2Dfooter%3Aafter%2C%2Enav%3Aafter%2C%2Enavbar%2Dcollapse%3Aafter%2C%2Enavbar%2Dheader%3Aafter%2C%2Enavbar%3Aafter%2C%2Epager%3Aafter%2C%2Epanel%2Dbody%3Aafter%2C%2Erow%3Aafter%7Bclear%3Aboth%7D%2Ecenter%2Dblock%7Bdisplay%3Ablock%3Bmargin%2Dright%3Aauto%3Bmargin%2Dleft%3Aauto%7D%2Epull%2Dright%7Bfloat%3Aright%21important%7D%2Epull%2Dleft%7Bfloat%3Aleft%21important%7D%2Ehide%7Bdisplay%3Anone%21important%7D%2Eshow%7Bdisplay%3Ablock%21important%7D%2Einvisible%7Bvisibility%3Ahidden%7D%2Etext%2Dhide%7Bfont%3A0%2F0%20a%3Bcolor%3Atransparent%3Btext%2Dshadow%3Anone%3Bbackground%2Dcolor%3Atransparent%3Bborder%3A0%7D%2Ehidden%7Bdisplay%3Anone%21important%7D%2Eaffix%7Bposition%3Afixed%7D%40%2Dms%2Dviewport%7Bwidth%3Adevice%2Dwidth%7D%2Evisible%2Dlg%2C%2Evisible%2Dmd%2C%2Evisible%2Dsm%2C%2Evisible%2Dxs%7Bdisplay%3Anone%21important%7D%2Evisible%2Dlg%2Dblock%2C%2Evisible%2Dlg%2Dinline%2C%2Evisible%2Dlg%2Dinline%2Dblock%2C%2Evisible%2Dmd%2Dblock%2C%2Evisible%2Dmd%2Dinline%2C%2Evisible%2Dmd%2Dinline%2Dblock%2C%2Evisible%2Dsm%2Dblock%2C%2Evisible%2Dsm%2Dinline%2C%2Evisible%2Dsm%2Dinline%2Dblock%2C%2Evisible%2Dxs%2Dblock%2C%2Evisible%2Dxs%2Dinline%2C%2Evisible%2Dxs%2Dinline%2Dblock%7Bdisplay%3Anone%21important%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Evisible%2Dxs%7Bdisplay%3Ablock%21important%7Dtable%2Evisible%2Dxs%7Bdisplay%3Atable%21important%7Dtr%2Evisible%2Dxs%7Bdisplay%3Atable%2Drow%21important%7Dtd%2Evisible%2Dxs%2Cth%2Evisible%2Dxs%7Bdisplay%3Atable%2Dcell%21important%7D%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Evisible%2Dxs%2Dblock%7Bdisplay%3Ablock%21important%7D%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Evisible%2Dxs%2Dinline%7Bdisplay%3Ainline%21important%7D%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Evisible%2Dxs%2Dinline%2Dblock%7Bdisplay%3Ainline%2Dblock%21important%7D%7D%40media%20%28min%2Dwidth%3A768px%29%20and%20%28max%2Dwidth%3A991px%29%7B%2Evisible%2Dsm%7Bdisplay%3Ablock%21important%7Dtable%2Evisible%2Dsm%7Bdisplay%3Atable%21important%7Dtr%2Evisible%2Dsm%7Bdisplay%3Atable%2Drow%21important%7Dtd%2Evisible%2Dsm%2Cth%2Evisible%2Dsm%7Bdisplay%3Atable%2Dcell%21important%7D%7D%40media%20%28min%2Dwidth%3A768px%29%20and%20%28max%2Dwidth%3A991px%29%7B%2Evisible%2Dsm%2Dblock%7Bdisplay%3Ablock%21important%7D%7D%40media%20%28min%2Dwidth%3A768px%29%20and%20%28max%2Dwidth%3A991px%29%7B%2Evisible%2Dsm%2Dinline%7Bdisplay%3Ainline%21important%7D%7D%40media%20%28min%2Dwidth%3A768px%29%20and%20%28max%2Dwidth%3A991px%29%7B%2Evisible%2Dsm%2Dinline%2Dblock%7Bdisplay%3Ainline%2Dblock%21important%7D%7D%40media%20%28min%2Dwidth%3A992px%29%20and%20%28max%2Dwidth%3A1199px%29%7B%2Evisible%2Dmd%7Bdisplay%3Ablock%21important%7Dtable%2Evisible%2Dmd%7Bdisplay%3Atable%21important%7Dtr%2Evisible%2Dmd%7Bdisplay%3Atable%2Drow%21important%7Dtd%2Evisible%2Dmd%2Cth%2Evisible%2Dmd%7Bdisplay%3Atable%2Dcell%21important%7D%7D%40media%20%28min%2Dwidth%3A992px%29%20and%20%28max%2Dwidth%3A1199px%29%7B%2Evisible%2Dmd%2Dblock%7Bdisplay%3Ablock%21important%7D%7D%40media%20%28min%2Dwidth%3A992px%29%20and%20%28max%2Dwidth%3A1199px%29%7B%2Evisible%2Dmd%2Dinline%7Bdisplay%3Ainline%21important%7D%7D%40media%20%28min%2Dwidth%3A992px%29%20and%20%28max%2Dwidth%3A1199px%29%7B%2Evisible%2Dmd%2Dinline%2Dblock%7Bdisplay%3Ainline%2Dblock%21important%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Evisible%2Dlg%7Bdisplay%3Ablock%21important%7Dtable%2Evisible%2Dlg%7Bdisplay%3Atable%21important%7Dtr%2Evisible%2Dlg%7Bdisplay%3Atable%2Drow%21important%7Dtd%2Evisible%2Dlg%2Cth%2Evisible%2Dlg%7Bdisplay%3Atable%2Dcell%21important%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Evisible%2Dlg%2Dblock%7Bdisplay%3Ablock%21important%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Evisible%2Dlg%2Dinline%7Bdisplay%3Ainline%21important%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Evisible%2Dlg%2Dinline%2Dblock%7Bdisplay%3Ainline%2Dblock%21important%7D%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Ehidden%2Dxs%7Bdisplay%3Anone%21important%7D%7D%40media%20%28min%2Dwidth%3A768px%29%20and%20%28max%2Dwidth%3A991px%29%7B%2Ehidden%2Dsm%7Bdisplay%3Anone%21important%7D%7D%40media%20%28min%2Dwidth%3A992px%29%20and%20%28max%2Dwidth%3A1199px%29%7B%2Ehidden%2Dmd%7Bdisplay%3Anone%21important%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Ehidden%2Dlg%7Bdisplay%3Anone%21important%7D%7D%2Evisible%2Dprint%7Bdisplay%3Anone%21important%7D%40media%20print%7B%2Evisible%2Dprint%7Bdisplay%3Ablock%21important%7Dtable%2Evisible%2Dprint%7Bdisplay%3Atable%21important%7Dtr%2Evisible%2Dprint%7Bdisplay%3Atable%2Drow%21important%7Dtd%2Evisible%2Dprint%2Cth%2Evisible%2Dprint%7Bdisplay%3Atable%2Dcell%21important%7D%7D%2Evisible%2Dprint%2Dblock%7Bdisplay%3Anone%21important%7D%40media%20print%7B%2Evisible%2Dprint%2Dblock%7Bdisplay%3Ablock%21important%7D%7D%2Evisible%2Dprint%2Dinline%7Bdisplay%3Anone%21important%7D%40media%20print%7B%2Evisible%2Dprint%2Dinline%7Bdisplay%3Ainline%21important%7D%7D%2Evisible%2Dprint%2Dinline%2Dblock%7Bdisplay%3Anone%21important%7D%40media%20print%7B%2Evisible%2Dprint%2Dinline%2Dblock%7Bdisplay%3Ainline%2Dblock%21important%7D%7D%40media%20print%7B%2Ehidden%2Dprint%7Bdisplay%3Anone%21important%7D%7D%0A" rel="stylesheet" />
+<script src="data:application/x-javascript;base64,/*!
 * Bootstrap v3.3.5 (http://getbootstrap.com)
 * Copyright 2011-2015 Twitter, Inc.
 * Licensed under the MIT license
 */
if("undefined"==typeof jQuery)throw new Error("Bootstrap's JavaScript requires jQuery");+function(a){"use strict";var b=a.fn.jquery.split(" ")[0].split(".");if(b[0]<2&&b[1]<9||1==b[0]&&9==b[1]&&b[2]<1)throw new Error("Bootstrap's JavaScript requires jQuery version 1.9.1 or higher")}(jQuery),+function(a){"use strict";function b(){var a=document.createElement("bootstrap"),b={WebkitTransition:"webkitTransitionEnd",MozTransition:"transitionend",OTransition:"oTransitionEnd otransitionend",transition:"transitionend"};for(var c in b)if(void 0!==a.style[c])return{end:b[c]};return!1}a.fn.emulateTransitionEnd=function(b){var c=!1,d=this;a(this).one("bsTransitionEnd",function(){c=!0});var e=function(){c||a(d).trigger(a.support.transition.end)};return setTimeout(e,b),this},a(function(){a.support.transition=b(),a.support.transition&&(a.event.special.bsTransitionEnd={bindType:a.support.transition.end,delegateType:a.support.transition.end,handle:function(b){return a(b.target).is(this)?b.handleObj.handler.apply(this,arguments):void 0}})})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var c=a(this),e=c.data("bs.alert");e||c.data("bs.alert",e=new d(this)),"string"==typeof b&&e[b].call(c)})}var c='[data-dismiss="alert"]',d=function(b){a(b).on("click",c,this.close)};d.VERSION="3.3.5",d.TRANSITION_DURATION=150,d.prototype.close=function(b){function c(){g.detach().trigger("closed.bs.alert").remove()}var e=a(this),f=e.attr("data-target");f||(f=e.attr("href"),f=f&&f.replace(/.*(?=#[^\s]*$)/,""));var g=a(f);b&&b.preventDefault(),g.length||(g=e.closest(".alert")),g.trigger(b=a.Event("close.bs.alert")),b.isDefaultPrevented()||(g.removeClass("in"),a.support.transition&&g.hasClass("fade")?g.one("bsTransitionEnd",c).emulateTransitionEnd(d.TRANSITION_DURATION):c())};var e=a.fn.alert;a.fn.alert=b,a.fn.alert.Constructor=d,a.fn.alert.noConflict=function(){return a.fn.alert=e,this},a(document).on("click.bs.alert.data-api",c,d.prototype.close)}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.button"),f="object"==typeof b&&b;e||d.data("bs.button",e=new c(this,f)),"toggle"==b?e.toggle():b&&e.setState(b)})}var c=function(b,d){this.$element=a(b),this.options=a.extend({},c.DEFAULTS,d),this.isLoading=!1};c.VERSION="3.3.5",c.DEFAULTS={loadingText:"loading..."},c.prototype.setState=function(b){var c="disabled",d=this.$element,e=d.is("input")?"val":"html",f=d.data();b+="Text",null==f.resetText&&d.data("resetText",d[e]()),setTimeout(a.proxy(function(){d[e](null==f[b]?this.options[b]:f[b]),"loadingText"==b?(this.isLoading=!0,d.addClass(c).attr(c,c)):this.isLoading&&(this.isLoading=!1,d.removeClass(c).removeAttr(c))},this),0)},c.prototype.toggle=function(){var a=!0,b=this.$element.closest('[data-toggle="buttons"]');if(b.length){var c=this.$element.find("input");"radio"==c.prop("type")?(c.prop("checked")&&(a=!1),b.find(".active").removeClass("active"),this.$element.addClass("active")):"checkbox"==c.prop("type")&&(c.prop("checked")!==this.$element.hasClass("active")&&(a=!1),this.$element.toggleClass("active")),c.prop("checked",this.$element.hasClass("active")),a&&c.trigger("change")}else this.$element.attr("aria-pressed",!this.$element.hasClass("active")),this.$element.toggleClass("active")};var d=a.fn.button;a.fn.button=b,a.fn.button.Constructor=c,a.fn.button.noConflict=function(){return a.fn.button=d,this},a(document).on("click.bs.button.data-api",'[data-toggle^="button"]',function(c){var d=a(c.target);d.hasClass("btn")||(d=d.closest(".btn")),b.call(d,"toggle"),a(c.target).is('input[type="radio"]')||a(c.target).is('input[type="checkbox"]')||c.preventDefault()}).on("focus.bs.button.data-api blur.bs.button.data-api",'[data-toggle^="button"]',function(b){a(b.target).closest(".btn").toggleClass("focus",/^focus(in)?$/.test(b.type))})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.carousel"),f=a.extend({},c.DEFAULTS,d.data(),"object"==typeof b&&b),g="string"==typeof b?b:f.slide;e||d.data("bs.carousel",e=new c(this,f)),"number"==typeof b?e.to(b):g?e[g]():f.interval&&e.pause().cycle()})}var c=function(b,c){this.$element=a(b),this.$indicators=this.$element.find(".carousel-indicators"),this.options=c,this.paused=null,this.sliding=null,this.interval=null,this.$active=null,this.$items=null,this.options.keyboard&&this.$element.on("keydown.bs.carousel",a.proxy(this.keydown,this)),"hover"==this.options.pause&&!("ontouchstart"in document.documentElement)&&this.$element.on("mouseenter.bs.carousel",a.proxy(this.pause,this)).on("mouseleave.bs.carousel",a.proxy(this.cycle,this))};c.VERSION="3.3.5",c.TRANSITION_DURATION=600,c.DEFAULTS={interval:5e3,pause:"hover",wrap:!0,keyboard:!0},c.prototype.keydown=function(a){if(!/input|textarea/i.test(a.target.tagName)){switch(a.which){case 37:this.prev();break;case 39:this.next();break;default:return}a.preventDefault()}},c.prototype.cycle=function(b){return b||(this.paused=!1),this.interval&&clearInterval(this.interval),this.options.interval&&!this.paused&&(this.interval=setInterval(a.proxy(this.next,this),this.options.interval)),this},c.prototype.getItemIndex=function(a){return this.$items=a.parent().children(".item"),this.$items.index(a||this.$active)},c.prototype.getItemForDirection=function(a,b){var c=this.getItemIndex(b),d="prev"==a&&0===c||"next"==a&&c==this.$items.length-1;if(d&&!this.options.wrap)return b;var e="prev"==a?-1:1,f=(c+e)%this.$items.length;return this.$items.eq(f)},c.prototype.to=function(a){var b=this,c=this.getItemIndex(this.$active=this.$element.find(".item.active"));return a>this.$items.length-1||0>a?void 0:this.sliding?this.$element.one("slid.bs.carousel",function(){b.to(a)}):c==a?this.pause().cycle():this.slide(a>c?"next":"prev",this.$items.eq(a))},c.prototype.pause=function(b){return b||(this.paused=!0),this.$element.find(".next, .prev").length&&a.support.transition&&(this.$element.trigger(a.support.transition.end),this.cycle(!0)),this.interval=clearInterval(this.interval),this},c.prototype.next=function(){return this.sliding?void 0:this.slide("next")},c.prototype.prev=function(){return this.sliding?void 0:this.slide("prev")},c.prototype.slide=function(b,d){var e=this.$element.find(".item.active"),f=d||this.getItemForDirection(b,e),g=this.interval,h="next"==b?"left":"right",i=this;if(f.hasClass("active"))return this.sliding=!1;var j=f[0],k=a.Event("slide.bs.carousel",{relatedTarget:j,direction:h});if(this.$element.trigger(k),!k.isDefaultPrevented()){if(this.sliding=!0,g&&this.pause(),this.$indicators.length){this.$indicators.find(".active").removeClass("active");var l=a(this.$indicators.children()[this.getItemIndex(f)]);l&&l.addClass("active")}var m=a.Event("slid.bs.carousel",{relatedTarget:j,direction:h});return a.support.transition&&this.$element.hasClass("slide")?(f.addClass(b),f[0].offsetWidth,e.addClass(h),f.addClass(h),e.one("bsTransitionEnd",function(){f.removeClass([b,h].join(" ")).addClass("active"),e.removeClass(["active",h].join(" ")),i.sliding=!1,setTimeout(function(){i.$element.trigger(m)},0)}).emulateTransitionEnd(c.TRANSITION_DURATION)):(e.removeClass("active"),f.addClass("active"),this.sliding=!1,this.$element.trigger(m)),g&&this.cycle(),this}};var d=a.fn.carousel;a.fn.carousel=b,a.fn.carousel.Constructor=c,a.fn.carousel.noConflict=function(){return a.fn.carousel=d,this};var e=function(c){var d,e=a(this),f=a(e.attr("data-target")||(d=e.attr("href"))&&d.replace(/.*(?=#[^\s]+$)/,""));if(f.hasClass("carousel")){var g=a.extend({},f.data(),e.data()),h=e.attr("data-slide-to");h&&(g.interval=!1),b.call(f,g),h&&f.data("bs.carousel").to(h),c.preventDefault()}};a(document).on("click.bs.carousel.data-api","[data-slide]",e).on("click.bs.carousel.data-api","[data-slide-to]",e),a(window).on("load",function(){a('[data-ride="carousel"]').each(function(){var c=a(this);b.call(c,c.data())})})}(jQuery),+function(a){"use strict";function b(b){var c,d=b.attr("data-target")||(c=b.attr("href"))&&c.replace(/.*(?=#[^\s]+$)/,"");return a(d)}function c(b){return this.each(function(){var c=a(this),e=c.data("bs.collapse"),f=a.extend({},d.DEFAULTS,c.data(),"object"==typeof b&&b);!e&&f.toggle&&/show|hide/.test(b)&&(f.toggle=!1),e||c.data("bs.collapse",e=new d(this,f)),"string"==typeof b&&e[b]()})}var d=function(b,c){this.$element=a(b),this.options=a.extend({},d.DEFAULTS,c),this.$trigger=a('[data-toggle="collapse"][href="#'+b.id+'"],[data-toggle="collapse"][data-target="#'+b.id+'"]'),this.transitioning=null,this.options.parent?this.$parent=this.getParent():this.addAriaAndCollapsedClass(this.$element,this.$trigger),this.options.toggle&&this.toggle()};d.VERSION="3.3.5",d.TRANSITION_DURATION=350,d.DEFAULTS={toggle:!0},d.prototype.dimension=function(){var a=this.$element.hasClass("width");return a?"width":"height"},d.prototype.show=function(){if(!this.transitioning&&!this.$element.hasClass("in")){var b,e=this.$parent&&this.$parent.children(".panel").children(".in, .collapsing");if(!(e&&e.length&&(b=e.data("bs.collapse"),b&&b.transitioning))){var f=a.Event("show.bs.collapse");if(this.$element.trigger(f),!f.isDefaultPrevented()){e&&e.length&&(c.call(e,"hide"),b||e.data("bs.collapse",null));var g=this.dimension();this.$element.removeClass("collapse").addClass("collapsing")[g](0).attr("aria-expanded",!0),this.$trigger.removeClass("collapsed").attr("aria-expanded",!0),this.transitioning=1;var h=function(){this.$element.removeClass("collapsing").addClass("collapse in")[g](""),this.transitioning=0,this.$element.trigger("shown.bs.collapse")};if(!a.support.transition)return h.call(this);var i=a.camelCase(["scroll",g].join("-"));this.$element.one("bsTransitionEnd",a.proxy(h,this)).emulateTransitionEnd(d.TRANSITION_DURATION)[g](this.$element[0][i])}}}},d.prototype.hide=function(){if(!this.transitioning&&this.$element.hasClass("in")){var b=a.Event("hide.bs.collapse");if(this.$element.trigger(b),!b.isDefaultPrevented()){var c=this.dimension();this.$element[c](this.$element[c]())[0].offsetHeight,this.$element.addClass("collapsing").removeClass("collapse in").attr("aria-expanded",!1),this.$trigger.addClass("collapsed").attr("aria-expanded",!1),this.transitioning=1;var e=function(){this.transitioning=0,this.$element.removeClass("collapsing").addClass("collapse").trigger("hidden.bs.collapse")};return a.support.transition?void this.$element[c](0).one("bsTransitionEnd",a.proxy(e,this)).emulateTransitionEnd(d.TRANSITION_DURATION):e.call(this)}}},d.prototype.toggle=function(){this[this.$element.hasClass("in")?"hide":"show"]()},d.prototype.getParent=function(){return a(this.options.parent).find('[data-toggle="collapse"][data-parent="'+this.options.parent+'"]').each(a.proxy(function(c,d){var e=a(d);this.addAriaAndCollapsedClass(b(e),e)},this)).end()},d.prototype.addAriaAndCollapsedClass=function(a,b){var c=a.hasClass("in");a.attr("aria-expanded",c),b.toggleClass("collapsed",!c).attr("aria-expanded",c)};var e=a.fn.collapse;a.fn.collapse=c,a.fn.collapse.Constructor=d,a.fn.collapse.noConflict=function(){return a.fn.collapse=e,this},a(document).on("click.bs.collapse.data-api",'[data-toggle="collapse"]',function(d){var e=a(this);e.attr("data-target")||d.preventDefault();var f=b(e),g=f.data("bs.collapse"),h=g?"toggle":e.data();c.call(f,h)})}(jQuery),+function(a){"use strict";function b(b){var c=b.attr("data-target");c||(c=b.attr("href"),c=c&&/#[A-Za-z]/.test(c)&&c.replace(/.*(?=#[^\s]*$)/,""));var d=c&&a(c);return d&&d.length?d:b.parent()}function c(c){c&&3===c.which||(a(e).remove(),a(f).each(function(){var d=a(this),e=b(d),f={relatedTarget:this};e.hasClass("open")&&(c&&"click"==c.type&&/input|textarea/i.test(c.target.tagName)&&a.contains(e[0],c.target)||(e.trigger(c=a.Event("hide.bs.dropdown",f)),c.isDefaultPrevented()||(d.attr("aria-expanded","false"),e.removeClass("open").trigger("hidden.bs.dropdown",f))))}))}function d(b){return this.each(function(){var c=a(this),d=c.data("bs.dropdown");d||c.data("bs.dropdown",d=new g(this)),"string"==typeof b&&d[b].call(c)})}var e=".dropdown-backdrop",f='[data-toggle="dropdown"]',g=function(b){a(b).on("click.bs.dropdown",this.toggle)};g.VERSION="3.3.5",g.prototype.toggle=function(d){var e=a(this);if(!e.is(".disabled, :disabled")){var f=b(e),g=f.hasClass("open");if(c(),!g){"ontouchstart"in document.documentElement&&!f.closest(".navbar-nav").length&&a(document.createElement("div")).addClass("dropdown-backdrop").insertAfter(a(this)).on("click",c);var h={relatedTarget:this};if(f.trigger(d=a.Event("show.bs.dropdown",h)),d.isDefaultPrevented())return;e.trigger("focus").attr("aria-expanded","true"),f.toggleClass("open").trigger("shown.bs.dropdown",h)}return!1}},g.prototype.keydown=function(c){if(/(38|40|27|32)/.test(c.which)&&!/input|textarea/i.test(c.target.tagName)){var d=a(this);if(c.preventDefault(),c.stopPropagation(),!d.is(".disabled, :disabled")){var e=b(d),g=e.hasClass("open");if(!g&&27!=c.which||g&&27==c.which)return 27==c.which&&e.find(f).trigger("focus"),d.trigger("click");var h=" li:not(.disabled):visible a",i=e.find(".dropdown-menu"+h);if(i.length){var j=i.index(c.target);38==c.which&&j>0&&j--,40==c.which&&j<i.length-1&&j++,~j||(j=0),i.eq(j).trigger("focus")}}}};var h=a.fn.dropdown;a.fn.dropdown=d,a.fn.dropdown.Constructor=g,a.fn.dropdown.noConflict=function(){return a.fn.dropdown=h,this},a(document).on("click.bs.dropdown.data-api",c).on("click.bs.dropdown.data-api",".dropdown form",function(a){a.stopPropagation()}).on("click.bs.dropdown.data-api",f,g.prototype.toggle).on("keydown.bs.dropdown.data-api",f,g.prototype.keydown).on("keydown.bs.dropdown.data-api",".dropdown-menu",g.prototype.keydown)}(jQuery),+function(a){"use strict";function b(b,d){return this.each(function(){var e=a(this),f=e.data("bs.modal"),g=a.extend({},c.DEFAULTS,e.data(),"object"==typeof b&&b);f||e.data("bs.modal",f=new c(this,g)),"string"==typeof b?f[b](d):g.show&&f.show(d)})}var c=function(b,c){this.options=c,this.$body=a(document.body),this.$element=a(b),this.$dialog=this.$element.find(".modal-dialog"),this.$backdrop=null,this.isShown=null,this.originalBodyPad=null,this.scrollbarWidth=0,this.ignoreBackdropClick=!1,this.options.remote&&this.$element.find(".modal-content").load(this.options.remote,a.proxy(function(){this.$element.trigger("loaded.bs.modal")},this))};c.VERSION="3.3.5",c.TRANSITION_DURATION=300,c.BACKDROP_TRANSITION_DURATION=150,c.DEFAULTS={backdrop:!0,keyboard:!0,show:!0},c.prototype.toggle=function(a){return this.isShown?this.hide():this.show(a)},c.prototype.show=function(b){var d=this,e=a.Event("show.bs.modal",{relatedTarget:b});this.$element.trigger(e),this.isShown||e.isDefaultPrevented()||(this.isShown=!0,this.checkScrollbar(),this.setScrollbar(),this.$body.addClass("modal-open"),this.escape(),this.resize(),this.$element.on("click.dismiss.bs.modal",'[data-dismiss="modal"]',a.proxy(this.hide,this)),this.$dialog.on("mousedown.dismiss.bs.modal",function(){d.$element.one("mouseup.dismiss.bs.modal",function(b){a(b.target).is(d.$element)&&(d.ignoreBackdropClick=!0)})}),this.backdrop(function(){var e=a.support.transition&&d.$element.hasClass("fade");d.$element.parent().length||d.$element.appendTo(d.$body),d.$element.show().scrollTop(0),d.adjustDialog(),e&&d.$element[0].offsetWidth,d.$element.addClass("in"),d.enforceFocus();var f=a.Event("shown.bs.modal",{relatedTarget:b});e?d.$dialog.one("bsTransitionEnd",function(){d.$element.trigger("focus").trigger(f)}).emulateTransitionEnd(c.TRANSITION_DURATION):d.$element.trigger("focus").trigger(f)}))},c.prototype.hide=function(b){b&&b.preventDefault(),b=a.Event("hide.bs.modal"),this.$element.trigger(b),this.isShown&&!b.isDefaultPrevented()&&(this.isShown=!1,this.escape(),this.resize(),a(document).off("focusin.bs.modal"),this.$element.removeClass("in").off("click.dismiss.bs.modal").off("mouseup.dismiss.bs.modal"),this.$dialog.off("mousedown.dismiss.bs.modal"),a.support.transition&&this.$element.hasClass("fade")?this.$element.one("bsTransitionEnd",a.proxy(this.hideModal,this)).emulateTransitionEnd(c.TRANSITION_DURATION):this.hideModal())},c.prototype.enforceFocus=function(){a(document).off("focusin.bs.modal").on("focusin.bs.modal",a.proxy(function(a){this.$element[0]===a.target||this.$element.has(a.target).length||this.$element.trigger("focus")},this))},c.prototype.escape=function(){this.isShown&&this.options.keyboard?this.$element.on("keydown.dismiss.bs.modal",a.proxy(function(a){27==a.which&&this.hide()},this)):this.isShown||this.$element.off("keydown.dismiss.bs.modal")},c.prototype.resize=function(){this.isShown?a(window).on("resize.bs.modal",a.proxy(this.handleUpdate,this)):a(window).off("resize.bs.modal")},c.prototype.hideModal=function(){var a=this;this.$element.hide(),this.backdrop(function(){a.$body.removeClass("modal-open"),a.resetAdjustments(),a.resetScrollbar(),a.$element.trigger("hidden.bs.modal")})},c.prototype.removeBackdrop=function(){this.$backdrop&&this.$backdrop.remove(),this.$backdrop=null},c.prototype.backdrop=function(b){var d=this,e=this.$element.hasClass("fade")?"fade":"";if(this.isShown&&this.options.backdrop){var f=a.support.transition&&e;if(this.$backdrop=a(document.createElement("div")).addClass("modal-backdrop "+e).appendTo(this.$body),this.$element.on("click.dismiss.bs.modal",a.proxy(function(a){return this.ignoreBackdropClick?void(this.ignoreBackdropClick=!1):void(a.target===a.currentTarget&&("static"==this.options.backdrop?this.$element[0].focus():this.hide()))},this)),f&&this.$backdrop[0].offsetWidth,this.$backdrop.addClass("in"),!b)return;f?this.$backdrop.one("bsTransitionEnd",b).emulateTransitionEnd(c.BACKDROP_TRANSITION_DURATION):b()}else if(!this.isShown&&this.$backdrop){this.$backdrop.removeClass("in");var g=function(){d.removeBackdrop(),b&&b()};a.support.transition&&this.$element.hasClass("fade")?this.$backdrop.one("bsTransitionEnd",g).emulateTransitionEnd(c.BACKDROP_TRANSITION_DURATION):g()}else b&&b()},c.prototype.handleUpdate=function(){this.adjustDialog()},c.prototype.adjustDialog=function(){var a=this.$element[0].scrollHeight>document.documentElement.clientHeight;this.$element.css({paddingLeft:!this.bodyIsOverflowing&&a?this.scrollbarWidth:"",paddingRight:this.bodyIsOverflowing&&!a?this.scrollbarWidth:""})},c.prototype.resetAdjustments=function(){this.$element.css({paddingLeft:"",paddingRight:""})},c.prototype.checkScrollbar=function(){var a=window.innerWidth;if(!a){var b=document.documentElement.getBoundingClientRect();a=b.right-Math.abs(b.left)}this.bodyIsOverflowing=document.body.clientWidth<a,this.scrollbarWidth=this.measureScrollbar()},c.prototype.setScrollbar=function(){var a=parseInt(this.$body.css("padding-right")||0,10);this.originalBodyPad=document.body.style.paddingRight||"",this.bodyIsOverflowing&&this.$body.css("padding-right",a+this.scrollbarWidth)},c.prototype.resetScrollbar=function(){this.$body.css("padding-right",this.originalBodyPad)},c.prototype.measureScrollbar=function(){var a=document.createElement("div");a.className="modal-scrollbar-measure",this.$body.append(a);var b=a.offsetWidth-a.clientWidth;return this.$body[0].removeChild(a),b};var d=a.fn.modal;a.fn.modal=b,a.fn.modal.Constructor=c,a.fn.modal.noConflict=function(){return a.fn.modal=d,this},a(document).on("click.bs.modal.data-api",'[data-toggle="modal"]',function(c){var d=a(this),e=d.attr("href"),f=a(d.attr("data-target")||e&&e.replace(/.*(?=#[^\s]+$)/,"")),g=f.data("bs.modal")?"toggle":a.extend({remote:!/#/.test(e)&&e},f.data(),d.data());d.is("a")&&c.preventDefault(),f.one("show.bs.modal",function(a){a.isDefaultPrevented()||f.one("hidden.bs.modal",function(){d.is(":visible")&&d.trigger("focus")})}),b.call(f,g,this)})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.tooltip"),f="object"==typeof b&&b;(e||!/destroy|hide/.test(b))&&(e||d.data("bs.tooltip",e=new c(this,f)),"string"==typeof b&&e[b]())})}var c=function(a,b){this.type=null,this.options=null,this.enabled=null,this.timeout=null,this.hoverState=null,this.$element=null,this.inState=null,this.init("tooltip",a,b)};c.VERSION="3.3.5",c.TRANSITION_DURATION=150,c.DEFAULTS={animation:!0,placement:"top",selector:!1,template:'<div class="tooltip" role="tooltip"><div class="tooltip-arrow"></div><div class="tooltip-inner"></div></div>',trigger:"hover focus",title:"",delay:0,html:!1,container:!1,viewport:{selector:"body",padding:0}},c.prototype.init=function(b,c,d){if(this.enabled=!0,this.type=b,this.$element=a(c),this.options=this.getOptions(d),this.$viewport=this.options.viewport&&a(a.isFunction(this.options.viewport)?this.options.viewport.call(this,this.$element):this.options.viewport.selector||this.options.viewport),this.inState={click:!1,hover:!1,focus:!1},this.$element[0]instanceof document.constructor&&!this.options.selector)throw new Error("`selector` option must be specified when initializing "+this.type+" on the window.document object!");for(var e=this.options.trigger.split(" "),f=e.length;f--;){var g=e[f];if("click"==g)this.$element.on("click."+this.type,this.options.selector,a.proxy(this.toggle,this));else if("manual"!=g){var h="hover"==g?"mouseenter":"focusin",i="hover"==g?"mouseleave":"focusout";this.$element.on(h+"."+this.type,this.options.selector,a.proxy(this.enter,this)),this.$element.on(i+"."+this.type,this.options.selector,a.proxy(this.leave,this))}}this.options.selector?this._options=a.extend({},this.options,{trigger:"manual",selector:""}):this.fixTitle()},c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.getOptions=function(b){return b=a.extend({},this.getDefaults(),this.$element.data(),b),b.delay&&"number"==typeof b.delay&&(b.delay={show:b.delay,hide:b.delay}),b},c.prototype.getDelegateOptions=function(){var b={},c=this.getDefaults();return this._options&&a.each(this._options,function(a,d){c[a]!=d&&(b[a]=d)}),b},c.prototype.enter=function(b){var c=b instanceof this.constructor?b:a(b.currentTarget).data("bs."+this.type);return c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c)),b instanceof a.Event&&(c.inState["focusin"==b.type?"focus":"hover"]=!0),c.tip().hasClass("in")||"in"==c.hoverState?void(c.hoverState="in"):(clearTimeout(c.timeout),c.hoverState="in",c.options.delay&&c.options.delay.show?void(c.timeout=setTimeout(function(){"in"==c.hoverState&&c.show()},c.options.delay.show)):c.show())},c.prototype.isInStateTrue=function(){for(var a in this.inState)if(this.inState[a])return!0;return!1},c.prototype.leave=function(b){var c=b instanceof this.constructor?b:a(b.currentTarget).data("bs."+this.type);return c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c)),b instanceof a.Event&&(c.inState["focusout"==b.type?"focus":"hover"]=!1),c.isInStateTrue()?void 0:(clearTimeout(c.timeout),c.hoverState="out",c.options.delay&&c.options.delay.hide?void(c.timeout=setTimeout(function(){"out"==c.hoverState&&c.hide()},c.options.delay.hide)):c.hide())},c.prototype.show=function(){var b=a.Event("show.bs."+this.type);if(this.hasContent()&&this.enabled){this.$element.trigger(b);var d=a.contains(this.$element[0].ownerDocument.documentElement,this.$element[0]);if(b.isDefaultPrevented()||!d)return;var e=this,f=this.tip(),g=this.getUID(this.type);this.setContent(),f.attr("id",g),this.$element.attr("aria-describedby",g),this.options.animation&&f.addClass("fade");var h="function"==typeof this.options.placement?this.options.placement.call(this,f[0],this.$element[0]):this.options.placement,i=/\s?auto?\s?/i,j=i.test(h);j&&(h=h.replace(i,"")||"top"),f.detach().css({top:0,left:0,display:"block"}).addClass(h).data("bs."+this.type,this),this.options.container?f.appendTo(this.options.container):f.insertAfter(this.$element),this.$element.trigger("inserted.bs."+this.type);var k=this.getPosition(),l=f[0].offsetWidth,m=f[0].offsetHeight;if(j){var n=h,o=this.getPosition(this.$viewport);h="bottom"==h&&k.bottom+m>o.bottom?"top":"top"==h&&k.top-m<o.top?"bottom":"right"==h&&k.right+l>o.width?"left":"left"==h&&k.left-l<o.left?"right":h,f.removeClass(n).addClass(h)}var p=this.getCalculatedOffset(h,k,l,m);this.applyPlacement(p,h);var q=function(){var a=e.hoverState;e.$element.trigger("shown.bs."+e.type),e.hoverState=null,"out"==a&&e.leave(e)};a.support.transition&&this.$tip.hasClass("fade")?f.one("bsTransitionEnd",q).emulateTransitionEnd(c.TRANSITION_DURATION):q()}},c.prototype.applyPlacement=function(b,c){var d=this.tip(),e=d[0].offsetWidth,f=d[0].offsetHeight,g=parseInt(d.css("margin-top"),10),h=parseInt(d.css("margin-left"),10);isNaN(g)&&(g=0),isNaN(h)&&(h=0),b.top+=g,b.left+=h,a.offset.setOffset(d[0],a.extend({using:function(a){d.css({top:Math.round(a.top),left:Math.round(a.left)})}},b),0),d.addClass("in");var i=d[0].offsetWidth,j=d[0].offsetHeight;"top"==c&&j!=f&&(b.top=b.top+f-j);var k=this.getViewportAdjustedDelta(c,b,i,j);k.left?b.left+=k.left:b.top+=k.top;var l=/top|bottom/.test(c),m=l?2*k.left-e+i:2*k.top-f+j,n=l?"offsetWidth":"offsetHeight";d.offset(b),this.replaceArrow(m,d[0][n],l)},c.prototype.replaceArrow=function(a,b,c){this.arrow().css(c?"left":"top",50*(1-a/b)+"%").css(c?"top":"left","")},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle();a.find(".tooltip-inner")[this.options.html?"html":"text"](b),a.removeClass("fade in top bottom left right")},c.prototype.hide=function(b){function d(){"in"!=e.hoverState&&f.detach(),e.$element.removeAttr("aria-describedby").trigger("hidden.bs."+e.type),b&&b()}var e=this,f=a(this.$tip),g=a.Event("hide.bs."+this.type);return this.$element.trigger(g),g.isDefaultPrevented()?void 0:(f.removeClass("in"),a.support.transition&&f.hasClass("fade")?f.one("bsTransitionEnd",d).emulateTransitionEnd(c.TRANSITION_DURATION):d(),this.hoverState=null,this)},c.prototype.fixTitle=function(){var a=this.$element;(a.attr("title")||"string"!=typeof a.attr("data-original-title"))&&a.attr("data-original-title",a.attr("title")||"").attr("title","")},c.prototype.hasContent=function(){return this.getTitle()},c.prototype.getPosition=function(b){b=b||this.$element;var c=b[0],d="BODY"==c.tagName,e=c.getBoundingClientRect();null==e.width&&(e=a.extend({},e,{width:e.right-e.left,height:e.bottom-e.top}));var f=d?{top:0,left:0}:b.offset(),g={scroll:d?document.documentElement.scrollTop||document.body.scrollTop:b.scrollTop()},h=d?{width:a(window).width(),height:a(window).height()}:null;return a.extend({},e,g,h,f)},c.prototype.getCalculatedOffset=function(a,b,c,d){return"bottom"==a?{top:b.top+b.height,left:b.left+b.width/2-c/2}:"top"==a?{top:b.top-d,left:b.left+b.width/2-c/2}:"left"==a?{top:b.top+b.height/2-d/2,left:b.left-c}:{top:b.top+b.height/2-d/2,left:b.left+b.width}},c.prototype.getViewportAdjustedDelta=function(a,b,c,d){var e={top:0,left:0};if(!this.$viewport)return e;var f=this.options.viewport&&this.options.viewport.padding||0,g=this.getPosition(this.$viewport);if(/right|left/.test(a)){var h=b.top-f-g.scroll,i=b.top+f-g.scroll+d;h<g.top?e.top=g.top-h:i>g.top+g.height&&(e.top=g.top+g.height-i)}else{var j=b.left-f,k=b.left+f+c;j<g.left?e.left=g.left-j:k>g.right&&(e.left=g.left+g.width-k)}return e},c.prototype.getTitle=function(){var a,b=this.$element,c=this.options;return a=b.attr("data-original-title")||("function"==typeof c.title?c.title.call(b[0]):c.title)},c.prototype.getUID=function(a){do a+=~~(1e6*Math.random());while(document.getElementById(a));return a},c.prototype.tip=function(){if(!this.$tip&&(this.$tip=a(this.options.template),1!=this.$tip.length))throw new Error(this.type+" `template` option must consist of exactly 1 top-level element!");return this.$tip},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(".tooltip-arrow")},c.prototype.enable=function(){this.enabled=!0},c.prototype.disable=function(){this.enabled=!1},c.prototype.toggleEnabled=function(){this.enabled=!this.enabled},c.prototype.toggle=function(b){var c=this;b&&(c=a(b.currentTarget).data("bs."+this.type),c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c))),b?(c.inState.click=!c.inState.click,c.isInStateTrue()?c.enter(c):c.leave(c)):c.tip().hasClass("in")?c.leave(c):c.enter(c)},c.prototype.destroy=function(){var a=this;clearTimeout(this.timeout),this.hide(function(){a.$element.off("."+a.type).removeData("bs."+a.type),a.$tip&&a.$tip.detach(),a.$tip=null,a.$arrow=null,a.$viewport=null})};var d=a.fn.tooltip;a.fn.tooltip=b,a.fn.tooltip.Constructor=c,a.fn.tooltip.noConflict=function(){return a.fn.tooltip=d,this}}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.popover"),f="object"==typeof b&&b;(e||!/destroy|hide/.test(b))&&(e||d.data("bs.popover",e=new c(this,f)),"string"==typeof b&&e[b]())})}var c=function(a,b){this.init("popover",a,b)};if(!a.fn.tooltip)throw new Error("Popover requires tooltip.js");c.VERSION="3.3.5",c.DEFAULTS=a.extend({},a.fn.tooltip.Constructor.DEFAULTS,{placement:"right",trigger:"click",content:"",template:'<div class="popover" role="tooltip"><div class="arrow"></div><h3 class="popover-title"></h3><div class="popover-content"></div></div>'}),c.prototype=a.extend({},a.fn.tooltip.Constructor.prototype),c.prototype.constructor=c,c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle(),c=this.getContent();a.find(".popover-title")[this.options.html?"html":"text"](b),a.find(".popover-content").children().detach().end()[this.options.html?"string"==typeof c?"html":"append":"text"](c),a.removeClass("fade top bottom left right in"),a.find(".popover-title").html()||a.find(".popover-title").hide()},c.prototype.hasContent=function(){return this.getTitle()||this.getContent()},c.prototype.getContent=function(){var a=this.$element,b=this.options;return a.attr("data-content")||("function"==typeof b.content?b.content.call(a[0]):b.content)},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(".arrow")};var d=a.fn.popover;a.fn.popover=b,a.fn.popover.Constructor=c,a.fn.popover.noConflict=function(){return a.fn.popover=d,this}}(jQuery),+function(a){"use strict";function b(c,d){this.$body=a(document.body),this.$scrollElement=a(a(c).is(document.body)?window:c),this.options=a.extend({},b.DEFAULTS,d),this.selector=(this.options.target||"")+" .nav li > a",this.offsets=[],this.targets=[],this.activeTarget=null,this.scrollHeight=0,this.$scrollElement.on("scroll.bs.scrollspy",a.proxy(this.process,this)),this.refresh(),this.process()}function c(c){return this.each(function(){var d=a(this),e=d.data("bs.scrollspy"),f="object"==typeof c&&c;e||d.data("bs.scrollspy",e=new b(this,f)),"string"==typeof c&&e[c]()})}b.VERSION="3.3.5",b.DEFAULTS={offset:10},b.prototype.getScrollHeight=function(){return this.$scrollElement[0].scrollHeight||Math.max(this.$body[0].scrollHeight,document.documentElement.scrollHeight)},b.prototype.refresh=function(){var b=this,c="offset",d=0;this.offsets=[],this.targets=[],this.scrollHeight=this.getScrollHeight(),a.isWindow(this.$scrollElement[0])||(c="position",d=this.$scrollElement.scrollTop()),this.$body.find(this.selector).map(function(){var b=a(this),e=b.data("target")||b.attr("href"),f=/^#./.test(e)&&a(e);return f&&f.length&&f.is(":visible")&&[[f[c]().top+d,e]]||null}).sort(function(a,b){return a[0]-b[0]}).each(function(){b.offsets.push(this[0]),b.targets.push(this[1])})},b.prototype.process=function(){var a,b=this.$scrollElement.scrollTop()+this.options.offset,c=this.getScrollHeight(),d=this.options.offset+c-this.$scrollElement.height(),e=this.offsets,f=this.targets,g=this.activeTarget;if(this.scrollHeight!=c&&this.refresh(),b>=d)return g!=(a=f[f.length-1])&&this.activate(a);if(g&&b<e[0])return this.activeTarget=null,this.clear();for(a=e.length;a--;)g!=f[a]&&b>=e[a]&&(void 0===e[a+1]||b<e[a+1])&&this.activate(f[a])},b.prototype.activate=function(b){this.activeTarget=b,this.clear();var c=this.selector+'[data-target="'+b+'"],'+this.selector+'[href="'+b+'"]',d=a(c).parents("li").addClass("active");d.parent(".dropdown-menu").length&&(d=d.closest("li.dropdown").addClass("active")),
d.trigger("activate.bs.scrollspy")},b.prototype.clear=function(){a(this.selector).parentsUntil(this.options.target,".active").removeClass("active")};var d=a.fn.scrollspy;a.fn.scrollspy=c,a.fn.scrollspy.Constructor=b,a.fn.scrollspy.noConflict=function(){return a.fn.scrollspy=d,this},a(window).on("load.bs.scrollspy.data-api",function(){a('[data-spy="scroll"]').each(function(){var b=a(this);c.call(b,b.data())})})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.tab");e||d.data("bs.tab",e=new c(this)),"string"==typeof b&&e[b]()})}var c=function(b){this.element=a(b)};c.VERSION="3.3.5",c.TRANSITION_DURATION=150,c.prototype.show=function(){var b=this.element,c=b.closest("ul:not(.dropdown-menu)"),d=b.data("target");if(d||(d=b.attr("href"),d=d&&d.replace(/.*(?=#[^\s]*$)/,"")),!b.parent("li").hasClass("active")){var e=c.find(".active:last a"),f=a.Event("hide.bs.tab",{relatedTarget:b[0]}),g=a.Event("show.bs.tab",{relatedTarget:e[0]});if(e.trigger(f),b.trigger(g),!g.isDefaultPrevented()&&!f.isDefaultPrevented()){var h=a(d);this.activate(b.closest("li"),c),this.activate(h,h.parent(),function(){e.trigger({type:"hidden.bs.tab",relatedTarget:b[0]}),b.trigger({type:"shown.bs.tab",relatedTarget:e[0]})})}}},c.prototype.activate=function(b,d,e){function f(){g.removeClass("active").find("> .dropdown-menu > .active").removeClass("active").end().find('[data-toggle="tab"]').attr("aria-expanded",!1),b.addClass("active").find('[data-toggle="tab"]').attr("aria-expanded",!0),h?(b[0].offsetWidth,b.addClass("in")):b.removeClass("fade"),b.parent(".dropdown-menu").length&&b.closest("li.dropdown").addClass("active").end().find('[data-toggle="tab"]').attr("aria-expanded",!0),e&&e()}var g=d.find("> .active"),h=e&&a.support.transition&&(g.length&&g.hasClass("fade")||!!d.find("> .fade").length);g.length&&h?g.one("bsTransitionEnd",f).emulateTransitionEnd(c.TRANSITION_DURATION):f(),g.removeClass("in")};var d=a.fn.tab;a.fn.tab=b,a.fn.tab.Constructor=c,a.fn.tab.noConflict=function(){return a.fn.tab=d,this};var e=function(c){c.preventDefault(),b.call(a(this),"show")};a(document).on("click.bs.tab.data-api",'[data-toggle="tab"]',e).on("click.bs.tab.data-api",'[data-toggle="pill"]',e)}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.affix"),f="object"==typeof b&&b;e||d.data("bs.affix",e=new c(this,f)),"string"==typeof b&&e[b]()})}var c=function(b,d){this.options=a.extend({},c.DEFAULTS,d),this.$target=a(this.options.target).on("scroll.bs.affix.data-api",a.proxy(this.checkPosition,this)).on("click.bs.affix.data-api",a.proxy(this.checkPositionWithEventLoop,this)),this.$element=a(b),this.affixed=null,this.unpin=null,this.pinnedOffset=null,this.checkPosition()};c.VERSION="3.3.5",c.RESET="affix affix-top affix-bottom",c.DEFAULTS={offset:0,target:window},c.prototype.getState=function(a,b,c,d){var e=this.$target.scrollTop(),f=this.$element.offset(),g=this.$target.height();if(null!=c&&"top"==this.affixed)return c>e?"top":!1;if("bottom"==this.affixed)return null!=c?e+this.unpin<=f.top?!1:"bottom":a-d>=e+g?!1:"bottom";var h=null==this.affixed,i=h?e:f.top,j=h?g:b;return null!=c&&c>=e?"top":null!=d&&i+j>=a-d?"bottom":!1},c.prototype.getPinnedOffset=function(){if(this.pinnedOffset)return this.pinnedOffset;this.$element.removeClass(c.RESET).addClass("affix");var a=this.$target.scrollTop(),b=this.$element.offset();return this.pinnedOffset=b.top-a},c.prototype.checkPositionWithEventLoop=function(){setTimeout(a.proxy(this.checkPosition,this),1)},c.prototype.checkPosition=function(){if(this.$element.is(":visible")){var b=this.$element.height(),d=this.options.offset,e=d.top,f=d.bottom,g=Math.max(a(document).height(),a(document.body).height());"object"!=typeof d&&(f=e=d),"function"==typeof e&&(e=d.top(this.$element)),"function"==typeof f&&(f=d.bottom(this.$element));var h=this.getState(g,b,e,f);if(this.affixed!=h){null!=this.unpin&&this.$element.css("top","");var i="affix"+(h?"-"+h:""),j=a.Event(i+".bs.affix");if(this.$element.trigger(j),j.isDefaultPrevented())return;this.affixed=h,this.unpin="bottom"==h?this.getPinnedOffset():null,this.$element.removeClass(c.RESET).addClass(i).trigger(i.replace("affix","affixed")+".bs.affix")}"bottom"==h&&this.$element.offset({top:g-b-f})}};var d=a.fn.affix;a.fn.affix=b,a.fn.affix.Constructor=c,a.fn.affix.noConflict=function(){return a.fn.affix=d,this},a(window).on("load",function(){a('[data-spy="affix"]').each(function(){var c=a(this),d=c.data();d.offset=d.offset||{},null!=d.offsetBottom&&(d.offset.bottom=d.offsetBottom),null!=d.offsetTop&&(d.offset.top=d.offsetTop),b.call(c,d)})})}(jQuery);"></script>
+<script src="data:application/x-javascript;base64,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"></script>
+<script src="data:application/x-javascript;base64,LyohIFJlc3BvbmQuanMgdjEuNC4yOiBtaW4vbWF4LXdpZHRoIG1lZGlhIHF1ZXJ5IHBvbHlmaWxsICogQ29weXJpZ2h0IDIwMTMgU2NvdHQgSmVobAogKiBMaWNlbnNlZCB1bmRlciBodHRwczovL2dpdGh1Yi5jb20vc2NvdHRqZWhsL1Jlc3BvbmQvYmxvYi9tYXN0ZXIvTElDRU5TRS1NSVQKICogICovCgovLyBPbmx5IHJ1biB0aGlzIGNvZGUgaW4gSUUgOAppZiAoISF3aW5kb3cubmF2aWdhdG9yLnVzZXJBZ2VudC5tYXRjaCgiTVNJRSA4IikpIHsKIWZ1bmN0aW9uKGEpeyJ1c2Ugc3RyaWN0IjthLm1hdGNoTWVkaWE9YS5tYXRjaE1lZGlhfHxmdW5jdGlvbihhKXt2YXIgYixjPWEuZG9jdW1lbnRFbGVtZW50LGQ9Yy5maXJzdEVsZW1lbnRDaGlsZHx8Yy5maXJzdENoaWxkLGU9YS5jcmVhdGVFbGVtZW50KCJib2R5IiksZj1hLmNyZWF0ZUVsZW1lbnQoImRpdiIpO3JldHVybiBmLmlkPSJtcS10ZXN0LTEiLGYuc3R5bGUuY3NzVGV4dD0icG9zaXRpb246YWJzb2x1dGU7dG9wOi0xMDBlbSIsZS5zdHlsZS5iYWNrZ3JvdW5kPSJub25lIixlLmFwcGVuZENoaWxkKGYpLGZ1bmN0aW9uKGEpe3JldHVybiBmLmlubmVySFRNTD0nJnNoeTs8c3R5bGUgbWVkaWE9IicrYSsnIj4gI21xLXRlc3QtMSB7IHdpZHRoOiA0MnB4OyB9PC9zdHlsZT4nLGMuaW5zZXJ0QmVmb3JlKGUsZCksYj00Mj09PWYub2Zmc2V0V2lkdGgsYy5yZW1vdmVDaGlsZChlKSx7bWF0Y2hlczpiLG1lZGlhOmF9fX0oYS5kb2N1bWVudCl9KHRoaXMpLGZ1bmN0aW9uKGEpeyJ1c2Ugc3RyaWN0IjtmdW5jdGlvbiBiKCl7dSghMCl9dmFyIGM9e307YS5yZXNwb25kPWMsYy51cGRhdGU9ZnVuY3Rpb24oKXt9O3ZhciBkPVtdLGU9ZnVuY3Rpb24oKXt2YXIgYj0hMTt0cnl7Yj1uZXcgYS5YTUxIdHRwUmVxdWVzdH1jYXRjaChjKXtiPW5ldyBhLkFjdGl2ZVhPYmplY3QoIk1pY3Jvc29mdC5YTUxIVFRQIil9cmV0dXJuIGZ1bmN0aW9uKCl7cmV0dXJuIGJ9fSgpLGY9ZnVuY3Rpb24oYSxiKXt2YXIgYz1lKCk7YyYmKGMub3BlbigiR0VUIixhLCEwKSxjLm9ucmVhZHlzdGF0ZWNoYW5nZT1mdW5jdGlvbigpezQhPT1jLnJlYWR5U3RhdGV8fDIwMCE9PWMuc3RhdHVzJiYzMDQhPT1jLnN0YXR1c3x8YihjLnJlc3BvbnNlVGV4dCl9LDQhPT1jLnJlYWR5U3RhdGUmJmMuc2VuZChudWxsKSl9O2lmKGMuYWpheD1mLGMucXVldWU9ZCxjLnJlZ2V4PXttZWRpYTovQG1lZGlhW15ce10rXHsoW15ce1x9XSpce1teXH1ce10qXH0pKy9naSxrZXlmcmFtZXM6L0AoPzpcLSg/Om98bW96fHdlYmtpdClcLSk/a2V5ZnJhbWVzW15ce10rXHsoPzpbXlx7XH1dKlx7W15cfVx7XSpcfSkrW15cfV0qXH0vZ2ksdXJsczovKHVybFwoKVsnIl0/KFteXC9cKSciXVteOlwpJyJdKylbJyJdPyhcKSkvZyxmaW5kU3R5bGVzOi9AbWVkaWEgKihbXlx7XSspXHsoW1xTXHNdKz8pJC8sb25seTovKG9ubHlccyspPyhbYS16QS1aXSspXHM/LyxtaW53Oi9cKFtcc10qbWluXC13aWR0aFxzKjpbXHNdKihbXHNdKlswLTlcLl0rKShweHxlbSlbXHNdKlwpLyxtYXh3Oi9cKFtcc10qbWF4XC13aWR0aFxzKjpbXHNdKihbXHNdKlswLTlcLl0rKShweHxlbSlbXHNdKlwpL30sYy5tZWRpYVF1ZXJpZXNTdXBwb3J0ZWQ9YS5tYXRjaE1lZGlhJiZudWxsIT09YS5tYXRjaE1lZGlhKCJvbmx5IGFsbCIpJiZhLm1hdGNoTWVkaWEoIm9ubHkgYWxsIikubWF0Y2hlcywhYy5tZWRpYVF1ZXJpZXNTdXBwb3J0ZWQpe3ZhciBnLGgsaSxqPWEuZG9jdW1lbnQsaz1qLmRvY3VtZW50RWxlbWVudCxsPVtdLG09W10sbj1bXSxvPXt9LHA9MzAscT1qLmdldEVsZW1lbnRzQnlUYWdOYW1lKCJoZWFkIilbMF18fGsscj1qLmdldEVsZW1lbnRzQnlUYWdOYW1lKCJiYXNlIilbMF0scz1xLmdldEVsZW1lbnRzQnlUYWdOYW1lKCJsaW5rIiksdD1mdW5jdGlvbigpe3ZhciBhLGI9ai5jcmVhdGVFbGVtZW50KCJkaXYiKSxjPWouYm9keSxkPWsuc3R5bGUuZm9udFNpemUsZT1jJiZjLnN0eWxlLmZvbnRTaXplLGY9ITE7cmV0dXJuIGIuc3R5bGUuY3NzVGV4dD0icG9zaXRpb246YWJzb2x1dGU7Zm9udC1zaXplOjFlbTt3aWR0aDoxZW0iLGN8fChjPWY9ai5jcmVhdGVFbGVtZW50KCJib2R5IiksYy5zdHlsZS5iYWNrZ3JvdW5kPSJub25lIiksay5zdHlsZS5mb250U2l6ZT0iMTAwJSIsYy5zdHlsZS5mb250U2l6ZT0iMTAwJSIsYy5hcHBlbmRDaGlsZChiKSxmJiZrLmluc2VydEJlZm9yZShjLGsuZmlyc3RDaGlsZCksYT1iLm9mZnNldFdpZHRoLGY/ay5yZW1vdmVDaGlsZChjKTpjLnJlbW92ZUNoaWxkKGIpLGsuc3R5bGUuZm9udFNpemU9ZCxlJiYoYy5zdHlsZS5mb250U2l6ZT1lKSxhPWk9cGFyc2VGbG9hdChhKX0sdT1mdW5jdGlvbihiKXt2YXIgYz0iY2xpZW50V2lkdGgiLGQ9a1tjXSxlPSJDU1MxQ29tcGF0Ij09PWouY29tcGF0TW9kZSYmZHx8ai5ib2R5W2NdfHxkLGY9e30sbz1zW3MubGVuZ3RoLTFdLHI9KG5ldyBEYXRlKS5nZXRUaW1lKCk7aWYoYiYmZyYmcD5yLWcpcmV0dXJuIGEuY2xlYXJUaW1lb3V0KGgpLGg9YS5zZXRUaW1lb3V0KHUscCksdm9pZCAwO2c9cjtmb3IodmFyIHYgaW4gbClpZihsLmhhc093blByb3BlcnR5KHYpKXt2YXIgdz1sW3ZdLHg9dy5taW53LHk9dy5tYXh3LHo9bnVsbD09PXgsQT1udWxsPT09eSxCPSJlbSI7eCYmKHg9cGFyc2VGbG9hdCh4KSooeC5pbmRleE9mKEIpPi0xP2l8fHQoKToxKSkseSYmKHk9cGFyc2VGbG9hdCh5KSooeS5pbmRleE9mKEIpPi0xP2l8fHQoKToxKSksdy5oYXNxdWVyeSYmKHomJkF8fCEoenx8ZT49eCl8fCEoQXx8eT49ZSkpfHwoZlt3Lm1lZGlhXXx8KGZbdy5tZWRpYV09W10pLGZbdy5tZWRpYV0ucHVzaChtW3cucnVsZXNdKSl9Zm9yKHZhciBDIGluIG4pbi5oYXNPd25Qcm9wZXJ0eShDKSYmbltDXSYmbltDXS5wYXJlbnROb2RlPT09cSYmcS5yZW1vdmVDaGlsZChuW0NdKTtuLmxlbmd0aD0wO2Zvcih2YXIgRCBpbiBmKWlmKGYuaGFzT3duUHJvcGVydHkoRCkpe3ZhciBFPWouY3JlYXRlRWxlbWVudCgic3R5bGUiKSxGPWZbRF0uam9pbigiXG4iKTtFLnR5cGU9InRleHQvY3NzIixFLm1lZGlhPUQscS5pbnNlcnRCZWZvcmUoRSxvLm5leHRTaWJsaW5nKSxFLnN0eWxlU2hlZXQ/RS5zdHlsZVNoZWV0LmNzc1RleHQ9RjpFLmFwcGVuZENoaWxkKGouY3JlYXRlVGV4dE5vZGUoRikpLG4ucHVzaChFKX19LHY9ZnVuY3Rpb24oYSxiLGQpe3ZhciBlPWEucmVwbGFjZShjLnJlZ2V4LmtleWZyYW1lcywiIikubWF0Y2goYy5yZWdleC5tZWRpYSksZj1lJiZlLmxlbmd0aHx8MDtiPWIuc3Vic3RyaW5nKDAsYi5sYXN0SW5kZXhPZigiLyIpKTt2YXIgZz1mdW5jdGlvbihhKXtyZXR1cm4gYS5yZXBsYWNlKGMucmVnZXgudXJscywiJDEiK2IrIiQyJDMiKX0saD0hZiYmZDtiLmxlbmd0aCYmKGIrPSIvIiksaCYmKGY9MSk7Zm9yKHZhciBpPTA7Zj5pO2krKyl7dmFyIGosayxuLG87aD8oaj1kLG0ucHVzaChnKGEpKSk6KGo9ZVtpXS5tYXRjaChjLnJlZ2V4LmZpbmRTdHlsZXMpJiZSZWdFeHAuJDEsbS5wdXNoKFJlZ0V4cC4kMiYmZyhSZWdFeHAuJDIpKSksbj1qLnNwbGl0KCIsIiksbz1uLmxlbmd0aDtmb3IodmFyIHA9MDtvPnA7cCsrKWs9bltwXSxsLnB1c2goe21lZGlhOmsuc3BsaXQoIigiKVswXS5tYXRjaChjLnJlZ2V4Lm9ubHkpJiZSZWdFeHAuJDJ8fCJhbGwiLHJ1bGVzOm0ubGVuZ3RoLTEsaGFzcXVlcnk6ay5pbmRleE9mKCIoIik+LTEsbWludzprLm1hdGNoKGMucmVnZXgubWludykmJnBhcnNlRmxvYXQoUmVnRXhwLiQxKSsoUmVnRXhwLiQyfHwiIiksbWF4dzprLm1hdGNoKGMucmVnZXgubWF4dykmJnBhcnNlRmxvYXQoUmVnRXhwLiQxKSsoUmVnRXhwLiQyfHwiIil9KX11KCl9LHc9ZnVuY3Rpb24oKXtpZihkLmxlbmd0aCl7dmFyIGI9ZC5zaGlmdCgpO2YoYi5ocmVmLGZ1bmN0aW9uKGMpe3YoYyxiLmhyZWYsYi5tZWRpYSksb1tiLmhyZWZdPSEwLGEuc2V0VGltZW91dChmdW5jdGlvbigpe3coKX0sMCl9KX19LHg9ZnVuY3Rpb24oKXtmb3IodmFyIGI9MDtiPHMubGVuZ3RoO2IrKyl7dmFyIGM9c1tiXSxlPWMuaHJlZixmPWMubWVkaWEsZz1jLnJlbCYmInN0eWxlc2hlZXQiPT09Yy5yZWwudG9Mb3dlckNhc2UoKTtlJiZnJiYhb1tlXSYmKGMuc3R5bGVTaGVldCYmYy5zdHlsZVNoZWV0LnJhd0Nzc1RleHQ/KHYoYy5zdHlsZVNoZWV0LnJhd0Nzc1RleHQsZSxmKSxvW2VdPSEwKTooIS9eKFthLXpBLVo6XSpcL1wvKS8udGVzdChlKSYmIXJ8fGUucmVwbGFjZShSZWdFeHAuJDEsIiIpLnNwbGl0KCIvIilbMF09PT1hLmxvY2F0aW9uLmhvc3QpJiYoIi8vIj09PWUuc3Vic3RyaW5nKDAsMikmJihlPWEubG9jYXRpb24ucHJvdG9jb2wrZSksZC5wdXNoKHtocmVmOmUsbWVkaWE6Zn0pKSl9dygpfTt4KCksYy51cGRhdGU9eCxjLmdldEVtVmFsdWU9dCxhLmFkZEV2ZW50TGlzdGVuZXI/YS5hZGRFdmVudExpc3RlbmVyKCJyZXNpemUiLGIsITEpOmEuYXR0YWNoRXZlbnQmJmEuYXR0YWNoRXZlbnQoIm9ucmVzaXplIixiKX19KHRoaXMpOwp9Owo="></script>
+<link href="data:text/css;charset=utf-8,%2Epagedtable%20%7B%0Aoverflow%3A%20auto%3B%0Apadding%2Dleft%3A%208px%3B%0Apadding%2Dright%3A%208px%3B%0A%7D%0A%2Epagedtable%2Dwrapper%20%7B%0Aborder%3A%201px%20solid%20%23ccc%3B%0Aborder%2Dradius%3A%204px%3B%0Amargin%2Dbottom%3A%2010px%3B%0A%7D%0A%2Epagedtable%20table%20%7B%0Awidth%3A%20100%25%3B%0Amax%2Dwidth%3A%20100%25%3B%0Amargin%3A%200%3B%0A%7D%0A%2Epagedtable%20th%20%7B%0Apadding%3A%200%205px%200%205px%3B%0Aborder%3A%20none%3B%0Aborder%2Dbottom%3A%202px%20solid%20%23dddddd%3B%0Amin%2Dwidth%3A%2045px%3B%0A%7D%0A%2Epagedtable%2Dempty%20th%20%7B%0Adisplay%3A%20none%3B%0A%7D%0A%2Epagedtable%20td%20%7B%0Apadding%3A%200%204px%200%204px%3B%0A%7D%0A%2Epagedtable%20%2Eeven%20%7B%0Abackground%2Dcolor%3A%20%23fcfcfc%3B%0A%7D%0A%2Epagedtable%2Dpadding%2Dcol%20%7B%0Adisplay%3A%20none%3B%0A%7D%0A%2Epagedtable%20a%20%7B%0A%2Dwebkit%2Dtouch%2Dcallout%3A%20none%3B%0A%2Dwebkit%2Duser%2Dselect%3A%20none%3B%0A%2Dkhtml%2Duser%2Dselect%3A%20none%3B%0A%2Dmoz%2Duser%2Dselect%3A%20none%3B%0A%2Dms%2Duser%2Dselect%3A%20none%3B%0Auser%2Dselect%3A%20none%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dnav%20%7B%0Acursor%3A%20pointer%3B%0Apadding%3A%200%205px%200%205px%3B%0Afloat%3A%20right%3B%0Aborder%3A%200%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dnav%2Ddisabled%20%7B%0Acursor%3A%20default%3B%0Atext%2Ddecoration%3A%20none%3B%0Acolor%3A%20%23999%3B%0A%7D%0Aa%2Epagedtable%2Dindex%2Dnav%2Ddisabled%3Ahover%20%7B%0Atext%2Ddecoration%3A%20none%3B%0Acolor%3A%20%23999%3B%0A%7D%0A%2Epagedtable%2Dindexes%20%7B%0Acursor%3A%20pointer%3B%0Afloat%3A%20right%3B%0Aborder%3A%200%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dcurrent%20%7B%0Acursor%3A%20default%3B%0Atext%2Ddecoration%3A%20none%3B%0Afont%2Dweight%3A%20bold%3B%0Acolor%3A%20%23333%3B%0Aborder%3A%200%3B%0A%7D%0Aa%2Epagedtable%2Dindex%2Dcurrent%3Ahover%20%7B%0Atext%2Ddecoration%3A%20none%3B%0Afont%2Dweight%3A%20bold%3B%0Acolor%3A%20%23333%3B%0A%7D%0A%2Epagedtable%2Dindex%20%7B%0Awidth%3A%2030px%3B%0Adisplay%3A%20inline%2Dblock%3B%0Atext%2Dalign%3A%20center%3B%0Aborder%3A%200%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dseparator%2Dleft%20%7B%0Adisplay%3A%20inline%2Dblock%3B%0Acolor%3A%20%23333%3B%0Afont%2Dsize%3A%209px%3B%0Apadding%3A%200%200%200%200%3B%0Acursor%3A%20default%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dseparator%2Dright%20%7B%0Adisplay%3A%20inline%2Dblock%3B%0Acolor%3A%20%23333%3B%0Afont%2Dsize%3A%209px%3B%0Apadding%3A%200%204px%200%200%3B%0Acursor%3A%20default%3B%0A%7D%0A%2Epagedtable%2Dfooter%20%7B%0Apadding%2Dtop%3A%204px%3B%0Apadding%2Dbottom%3A%205px%3B%0A%7D%0A%2Epagedtable%2Dnot%2Dempty%20%2Epagedtable%2Dfooter%20%7B%0Aborder%2Dtop%3A%202px%20solid%20%23dddddd%3B%0A%7D%0A%2Epagedtable%2Dinfo%20%7B%0Aoverflow%3A%20hidden%3B%0Acolor%3A%20%23999%3B%0Awhite%2Dspace%3A%20nowrap%3B%0Atext%2Doverflow%3A%20ellipsis%3B%0A%7D%0A%2Epagedtable%2Dheader%2Dname%20%7B%0Aoverflow%3A%20hidden%3B%0Atext%2Doverflow%3A%20ellipsis%3B%0A%7D%0A%2Epagedtable%2Dheader%2Dtype%20%7B%0Acolor%3A%20%23999%3B%0Afont%2Dweight%3A%20400%3B%0A%7D%0A%2Epagedtable%2Dna%2Dcell%20%7B%0Afont%2Dstyle%3A%20italic%3B%0Aopacity%3A%200%2E3%3B%0A%7D%0A" rel="stylesheet" />
+<script src="data:application/x-javascript;base64,// Production steps of ECMA-262, Edition 5, 15.4.4.18
// Reference: http://es5.github.io/#x15.4.4.18
if (!Array.prototype.forEach) {

  Array.prototype.forEach = function(callback, thisArg) {

    var T, k;

    if (this === null) {
      throw new TypeError(' this is null or not defined');
    }

    // 1. Let O be the result of calling toObject() passing the
    // |this| value as the argument.
    var O = Object(this);

    // 2. Let lenValue be the result of calling the Get() internal
    // method of O with the argument "length".
    // 3. Let len be toUint32(lenValue).
    var len = O.length >>> 0;

    // 4. If isCallable(callback) is false, throw a TypeError exception.
    // See: http://es5.github.com/#x9.11
    if (typeof callback !== "function") {
      throw new TypeError(callback + ' is not a function');
    }

    // 5. If thisArg was supplied, let T be thisArg; else let
    // T be undefined.
    if (arguments.length > 1) {
      T = thisArg;
    }

    // 6. Let k be 0
    k = 0;

    // 7. Repeat, while k < len
    while (k < len) {

      var kValue;

      // a. Let Pk be ToString(k).
      //    This is implicit for LHS operands of the in operator
      // b. Let kPresent be the result of calling the HasProperty
      //    internal method of O with argument Pk.
      //    This step can be combined with c
      // c. If kPresent is true, then
      if (k in O) {

        // i. Let kValue be the result of calling the Get internal
        // method of O with argument Pk.
        kValue = O[k];

        // ii. Call the Call internal method of callback with T as
        // the this value and argument list containing kValue, k, and O.
        callback.call(T, kValue, k, O);
      }
      // d. Increase k by 1.
      k++;
    }
    // 8. return undefined
  };
}

// Production steps of ECMA-262, Edition 5, 15.4.4.19
// Reference: http://es5.github.io/#x15.4.4.19
if (!Array.prototype.map) {

  Array.prototype.map = function(callback, thisArg) {

    var T, A, k;

    if (this == null) {
      throw new TypeError(' this is null or not defined');
    }

    // 1. Let O be the result of calling ToObject passing the |this|
    //    value as the argument.
    var O = Object(this);

    // 2. Let lenValue be the result of calling the Get internal
    //    method of O with the argument "length".
    // 3. Let len be ToUint32(lenValue).
    var len = O.length >>> 0;

    // 4. If IsCallable(callback) is false, throw a TypeError exception.
    // See: http://es5.github.com/#x9.11
    if (typeof callback !== 'function') {
      throw new TypeError(callback + ' is not a function');
    }

    // 5. If thisArg was supplied, let T be thisArg; else let T be undefined.
    if (arguments.length > 1) {
      T = thisArg;
    }

    // 6. Let A be a new array created as if by the expression new Array(len)
    //    where Array is the standard built-in constructor with that name and
    //    len is the value of len.
    A = new Array(len);

    // 7. Let k be 0
    k = 0;

    // 8. Repeat, while k < len
    while (k < len) {

      var kValue, mappedValue;

      // a. Let Pk be ToString(k).
      //   This is implicit for LHS operands of the in operator
      // b. Let kPresent be the result of calling the HasProperty internal
      //    method of O with argument Pk.
      //   This step can be combined with c
      // c. If kPresent is true, then
      if (k in O) {

        // i. Let kValue be the result of calling the Get internal
        //    method of O with argument Pk.
        kValue = O[k];

        // ii. Let mappedValue be the result of calling the Call internal
        //     method of callback with T as the this value and argument
        //     list containing kValue, k, and O.
        mappedValue = callback.call(T, kValue, k, O);

        // iii. Call the DefineOwnProperty internal method of A with arguments
        // Pk, Property Descriptor
        // { Value: mappedValue,
        //   Writable: true,
        //   Enumerable: true,
        //   Configurable: true },
        // and false.

        // In browsers that support Object.defineProperty, use the following:
        // Object.defineProperty(A, k, {
        //   value: mappedValue,
        //   writable: true,
        //   enumerable: true,
        //   configurable: true
        // });

        // For best browser support, use the following:
        A[k] = mappedValue;
      }
      // d. Increase k by 1.
      k++;
    }

    // 9. return A
    return A;
  };
}

var PagedTable = function (pagedTable) {
  var me = this;

  var source = function(pagedTable) {
    var sourceElems = [].slice.call(pagedTable.children).filter(function(e) {
      return e.hasAttribute("data-pagedtable-source");
    });

    if (sourceElems === null || sourceElems.length !== 1) {
      throw("A single data-pagedtable-source was not found");
    }

    return JSON.parse(sourceElems[0].innerHTML);
  }(pagedTable);

  var options = function(source) {
    var options = typeof(source.options) !== "undefined" &&
      source.options !== null ? source.options : {};

    var columns = typeof(options.columns) !== "undefined" ? options.columns : {};
    var rows = typeof(options.rows) !== "undefined" ? options.rows : {};

    var positiveIntOrNull = function(value) {
      return parseInt(value) >= 0 ? parseInt(value) : null;
    };

    return {
      pages: positiveIntOrNull(options.pages),
      rows: {
        min: positiveIntOrNull(rows.min),
        max: positiveIntOrNull(rows.max),
        total: positiveIntOrNull(rows.total)
      },
      columns: {
        min: positiveIntOrNull(columns.min),
        max: positiveIntOrNull(columns.max),
        total: positiveIntOrNull(columns.total)
      }
    };
  }(source);

  var Measurer = function() {

    // set some default initial values that will get adjusted in runtime
    me.measures = {
      padding: 12,
      character: 8,
      height: 15,
      defaults: true
    };

    me.calculate = function(measuresCell) {
      if (!me.measures.defaults)
        return;

      var measuresCellStyle = window.getComputedStyle(measuresCell, null);

      var newPadding = parsePadding(measuresCellStyle.paddingLeft) +
            parsePadding(measuresCellStyle.paddingRight);

      var sampleString = "ABCDEFGHIJ0123456789";
      var newCharacter = Math.ceil(measuresCell.clientWidth / sampleString.length);

      if (newPadding <= 0 || newCharacter <= 0)
        return;

      me.measures.padding = newPadding;
      me.measures.character = newCharacter;
      me.measures.height = measuresCell.clientHeight;
      me.measures.defaults = false;
    };

    return me;
  };

  var Page = function(data, options) {
    var me = this;

    var defaults = {
      max: 7,
      rows: 10
    };

    var totalPages = function() {
      return Math.ceil(data.length / me.rows);
    };

    me.number = 0;
    me.max = options.pages !== null ? options.pages : defaults.max;
    me.visible = me.max;
    me.rows = options.rows.min !== null ? options.rows.min : defaults.rows;
    me.total = totalPages();

    me.setRows = function(newRows) {
      me.rows = newRows;
      me.total = totalPages();
    };

    me.setPageNumber = function(newPageNumber) {
      if (newPageNumber < 0) newPageNumber = 0;
      if (newPageNumber >= me.total) newPageNumber = me.total - 1;

      me.number = newPageNumber;
    };

    me.setVisiblePages = function(visiblePages) {
      me.visible = Math.min(me.max, visiblePages);
      me.setPageNumber(me.number);
    };

    me.getVisiblePageRange = function() {
      var start = me.number - Math.max(Math.floor((me.visible - 1) / 2), 0);
      var end = me.number + Math.floor(me.visible / 2) + 1;
      var pageCount = me.total;

      if (start < 0) {
        var diffToStart = 0 - start;
        start += diffToStart;
        end += diffToStart;
      }

      if (end > pageCount) {
        var diffToEnd = end - pageCount;
        start -= diffToEnd;
        end -= diffToEnd;
      }

      start = start < 0 ? 0 : start;
      end = end >= pageCount ? pageCount : end;

      var first = false;
      var last = false;

      if (start > 0 && me.visible > 1) {
        start = start + 1;
        first = true;
      }

      if (end < pageCount && me.visible > 2) {
        end = end - 1;
        last = true;
      }

      return {
        first: first,
        start: start,
        end: end,
        last: last
      };
    };

    me.getRowStart = function() {
      var rowStart = page.number * page.rows;
      if (rowStart < 0)
        rowStart = 0;

      return rowStart;
    };

    me.getRowEnd = function() {
      var rowStart = me.getRowStart();
      return Math.min(rowStart + me.rows, data.length);
    };

    me.getPaddingRows = function() {
      var rowStart = me.getRowStart();
      var rowEnd = me.getRowEnd();
      return data.length > me.rows ? me.rows - (rowEnd - rowStart) : 0;
    };
  };

  var Columns = function(data, columns, options) {
    var me = this;

    me.defaults = {
      min: 5
    };

    me.number = 0;
    me.visible = 0;
    me.total = columns.length;
    me.subset = [];
    me.padding = 0;
    me.min = options.columns.min !== null ? options.columns.min : me.defaults.min;
    me.max = options.columns.max !== null ? options.columns.max : null;
    me.widths = {};

    var widthsLookAhead = Math.max(100, options.rows.min);
    var paddingColChars = 10;

    me.emptyNames = function() {
      columns.forEach(function(column) {
        if (columns.label !== null && columns.label !== "")
          return false;
      });

      return true;
    };

    var parsePadding = function(value) {
      return parseInt(value) >= 0 ? parseInt(value) : 0;
    };

    me.calculateWidths = function(measures) {
      columns.forEach(function(column) {
        var maxChars = Math.max(
          column.label.toString().length,
          column.type.toString().length
        );

        for (var idxRow = 0; idxRow < Math.min(widthsLookAhead, data.length); idxRow++) {
          maxChars = Math.max(maxChars, data[idxRow][column.name.toString()].length);
        }

        me.widths[column.name] = {
          // width in characters
          chars: maxChars,
          // width for the inner html columns
          inner: maxChars * measures.character,
          // width adding outer styles like padding
          outer: maxChars * measures.character + measures.padding
        };
      });
    };

    me.getWidth = function() {
      var widthOuter = 0;
      for (var idxCol = 0; idxCol < me.subset.length; idxCol++) {
        var columnName = me.subset[idxCol].name;
        widthOuter = widthOuter + me.widths[columnName].outer;
      }

      widthOuter = widthOuter + me.padding * paddingColChars * measurer.measures.character;

      if (me.hasMoreLeftColumns()) {
        widthOuter = widthOuter + columnNavigationWidthPX + measurer.measures.padding;
      }

      if (me.hasMoreRightColumns()) {
        widthOuter = widthOuter + columnNavigationWidthPX + measurer.measures.padding;
      }

      return widthOuter;
    };

    me.updateSlice = function() {
      if (me.number + me.visible >= me.total)
        me.number = me.total - me.visible;

      if (me.number < 0) me.number = 0;

      me.subset = columns.slice(me.number, Math.min(me.number + me.visible, me.total));

      me.subset = me.subset.map(function(column) {
        Object.keys(column).forEach(function(colKey) {
          column[colKey] = column[colKey] === null ? "" : column[colKey].toString();
        });

        column.width = null;
        return column;
      });
    };

    me.setVisibleColumns = function(columnNumber, newVisibleColumns, paddingCount) {
      me.number = columnNumber;
      me.visible = newVisibleColumns;
      me.padding = paddingCount;

      me.updateSlice();
    };

    me.incColumnNumber = function(increment) {
      me.number = me.number + increment;
    };

    me.setColumnNumber = function(newNumber) {
      me.number = newNumber;
    };

    me.setPaddingCount = function(newPadding) {
      me.padding = newPadding;
    };

    me.getPaddingCount = function() {
      return me.padding;
    };

    me.hasMoreLeftColumns = function() {
      return me.number > 0;
    };

    me.hasMoreRightColumns = function() {
      return me.number + me.visible < me.total;
    };

    me.updateSlice(0);
    return me;
  };

  var data = source.data;
  var page = new Page(data, options);
  var measurer = new Measurer(data, options);
  var columns = new Columns(data, source.columns, options);

  var table = null;
  var tableDiv = null;
  var header = null;
  var footer = null;
  var tbody = null;

  // Caches pagedTable.clientWidth, specially for webkit
  var cachedPagedTableClientWidth = null;

  var onChangeCallbacks = [];

  var clearSelection = function() {
    if(document.selection && document.selection.empty) {
      document.selection.empty();
    } else if(window.getSelection) {
      var sel = window.getSelection();
      sel.removeAllRanges();
    }
  };

  var columnNavigationWidthPX = 5;

  var renderColumnNavigation = function(increment, backwards) {
    var arrow = document.createElement("div");
    arrow.setAttribute("style",
      "border-top: " + columnNavigationWidthPX + "px solid transparent;" +
      "border-bottom: " + columnNavigationWidthPX + "px solid transparent;" +
      "border-" + (backwards ? "right" : "left") + ": " + columnNavigationWidthPX + "px solid;");

    var header = document.createElement("th");
    header.appendChild(arrow);
    header.setAttribute("style",
      "cursor: pointer;" +
      "vertical-align: middle;" +
      "min-width: " + columnNavigationWidthPX + "px;" +
      "width: " + columnNavigationWidthPX + "px;");

    header.onclick = function() {
      columns.incColumnNumber(backwards ? -1 : increment);

      me.animateColumns(backwards);
      renderFooter();

      clearSelection();
      triggerOnChange();
    };

    return header;
  };

  var maxColumnWidth = function(width) {
    var padding = 80;
    var columnMax = Math.max(cachedPagedTableClientWidth - padding, 0);

    return parseInt(width) > 0 ?
      Math.min(columnMax, parseInt(width)) + "px" :
      columnMax + "px";
  };

  var clearHeader = function() {
    var thead = pagedTable.querySelectorAll("thead")[0];
    thead.innerHTML = "";
  };

  var renderHeader = function(clear) {
    cachedPagedTableClientWidth = pagedTable.clientWidth;

    var fragment = document.createDocumentFragment();

    header = document.createElement("tr");
    fragment.appendChild(header);

    if (columns.number > 0)
      header.appendChild(renderColumnNavigation(-columns.visible, true));

    columns.subset = columns.subset.map(function(columnData) {
      var column = document.createElement("th");
      column.setAttribute("align", columnData.align);
      column.style.textAlign = columnData.align;

      column.style.maxWidth = maxColumnWidth(null);
      if (columnData.width) {
        column.style.minWidth =
          column.style.maxWidth = maxColumnWidth(columnData.width);
      }

      var columnName = document.createElement("div");
      columnName.setAttribute("class", "pagedtable-header-name");
      if (columnData.label === "") {
        columnName.innerHTML = "&nbsp;";
      }
      else {
        columnName.appendChild(document.createTextNode(columnData.label));
      }
      column.appendChild(columnName);

      var columnType = document.createElement("div");
      columnType.setAttribute("class", "pagedtable-header-type");
      if (columnData.type === "") {
        columnType.innerHTML = "&nbsp;";
      }
      else {
        columnType.appendChild(document.createTextNode("<" + columnData.type + ">"));
      }
      column.appendChild(columnType);

      header.appendChild(column);

      columnData.element = column;

      return columnData;
    });

    for (var idx = 0; idx < columns.getPaddingCount(); idx++) {
      var paddingCol = document.createElement("th");
      paddingCol.setAttribute("class", "pagedtable-padding-col");
      header.appendChild(paddingCol);
    }

    if (columns.number + columns.visible < columns.total)
      header.appendChild(renderColumnNavigation(columns.visible, false));

    if (typeof(clear) == "undefined" || clear) clearHeader();
    var thead = pagedTable.querySelectorAll("thead")[0];
    thead.appendChild(fragment);
  };

  me.animateColumns = function(backwards) {
    var thead = pagedTable.querySelectorAll("thead")[0];

    var headerOld = thead.querySelectorAll("tr")[0];
    var tbodyOld = table.querySelectorAll("tbody")[0];

    me.fitColumns(backwards);

    renderHeader(false);

    header.style.opacity = "0";
    header.style.transform = backwards ? "translateX(-30px)" : "translateX(30px)";
    header.style.transition = "transform 200ms linear, opacity 200ms";
    header.style.transitionDelay = "0";

    renderBody(false);

    if (headerOld) {
      headerOld.style.position = "absolute";
      headerOld.style.transform = "translateX(0px)";
      headerOld.style.opacity = "1";
      headerOld.style.transition = "transform 100ms linear, opacity 100ms";
      headerOld.setAttribute("class", "pagedtable-remove-head");
      if (headerOld.style.transitionEnd) {
        headerOld.addEventListener("transitionend", function() {
          var headerOldByClass = thead.querySelector(".pagedtable-remove-head");
          if (headerOldByClass) thead.removeChild(headerOldByClass);
        });
      }
      else {
        thead.removeChild(headerOld);
      }
    }

    if (tbodyOld) table.removeChild(tbodyOld);

    tbody.style.opacity = "0";
    tbody.style.transition = "transform 200ms linear, opacity 200ms";
    tbody.style.transitionDelay = "0ms";

    // force relayout
    window.getComputedStyle(header).opacity;
    window.getComputedStyle(tbody).opacity;

    if (headerOld) {
      headerOld.style.transform = backwards ? "translateX(20px)" : "translateX(-30px)";
      headerOld.style.opacity = "0";
    }

    header.style.transform = "translateX(0px)";
    header.style.opacity = "1";

    tbody.style.opacity = "1";
  }

  me.onChange = function(callback) {
    onChangeCallbacks.push(callback);
  };

  var triggerOnChange = function() {
    onChangeCallbacks.forEach(function(onChange) {
      onChange();
    });
  };

  var clearBody = function() {
    if (tbody) {
      table.removeChild(tbody);
      tbody = null;
    }
  };

  var renderBody = function(clear) {
    cachedPagedTableClientWidth = pagedTable.clientWidth

    var fragment = document.createDocumentFragment();

    var pageData = data.slice(page.getRowStart(), page.getRowEnd());

    pageData.forEach(function(dataRow, idxRow) {
      var htmlRow = document.createElement("tr");
      htmlRow.setAttribute("class", (idxRow % 2 !==0) ? "even" : "odd");

      if (columns.hasMoreLeftColumns())
        htmlRow.appendChild(document.createElement("td"));

      columns.subset.forEach(function(columnData) {
        var cellName = columnData.name;
        var dataCell = dataRow[cellName];
        var htmlCell = document.createElement("td");

        if (dataCell === "NA") htmlCell.setAttribute("class", "pagedtable-na-cell");
        if (dataCell === "__NA__") dataCell = "NA";

        var cellText = document.createTextNode(dataCell);
        htmlCell.appendChild(cellText);
        if (dataCell.length > 50) {
          htmlCell.setAttribute("title", dataCell);
        }
        htmlCell.setAttribute("align", columnData.align);
        htmlCell.style.textAlign = columnData.align;
        htmlCell.style.maxWidth = maxColumnWidth(null);
        if (columnData.width) {
          htmlCell.style.minWidth = htmlCell.style.maxWidth = maxColumnWidth(columnData.width);
        }
        htmlRow.appendChild(htmlCell);
      });

      for (var idx = 0; idx < columns.getPaddingCount(); idx++) {
        var paddingCol = document.createElement("td");
        paddingCol.setAttribute("class", "pagedtable-padding-col");
        htmlRow.appendChild(paddingCol);
      }

      if (columns.hasMoreRightColumns())
        htmlRow.appendChild(document.createElement("td"));

      fragment.appendChild(htmlRow);
    });

    for (var idxPadding = 0; idxPadding < page.getPaddingRows(); idxPadding++) {
      var paddingRow = document.createElement("tr");

      var paddingCellRow = document.createElement("td");
      paddingCellRow.innerHTML = "&nbsp;";
      paddingCellRow.setAttribute("colspan", "100%");
      paddingRow.appendChild(paddingCellRow);

      fragment.appendChild(paddingRow);
    }

    if (typeof(clear) == "undefined" || clear) clearBody();
    tbody = document.createElement("tbody");
    tbody.appendChild(fragment);

    table.appendChild(tbody);
  };

  var getLabelInfo = function() {
    var pageStart = page.getRowStart();
    var pageEnd = page.getRowEnd();
    var totalRows = data.length;

    var totalRowsLabel = options.rows.total ? options.rows.total : totalRows;
    var totalRowsLabelFormat = totalRowsLabel.toString().replace(/(\d)(?=(\d\d\d)+(?!\d))/g, '$1,');

    var infoText = (pageStart + 1) + "-" + pageEnd + " of " + totalRowsLabelFormat + " rows";
    if (totalRows < page.rows) {
      infoText = totalRowsLabel + " row" + (totalRows != 1 ? "s" : "");
    }
    if (columns.total > columns.visible) {
      var totalColumnsLabel = options.columns.total ? options.columns.total : columns.total;

      infoText = infoText + " | " + (columns.number + 1) + "-" +
        (Math.min(columns.number + columns.visible, columns.total)) +
        " of " + totalColumnsLabel + " columns";
    }

    return infoText;
  };

  var clearFooter = function() {
    footer = pagedTable.querySelectorAll("div.pagedtable-footer")[0];
    footer.innerHTML = "";

    return footer;
  };

  var createPageLink = function(idxPage) {
    var pageLink = document.createElement("a");
    pageLinkClass = idxPage === page.number ? "pagedtable-index pagedtable-index-current" : "pagedtable-index";
    pageLink.setAttribute("class", pageLinkClass);
    pageLink.setAttribute("data-page-index", idxPage);
    pageLink.onclick = function() {
      page.setPageNumber(parseInt(this.getAttribute("data-page-index")));
      renderBody();
      renderFooter();

      triggerOnChange();
    };

    pageLink.appendChild(document.createTextNode(idxPage + 1));

    return pageLink;
  }

  var renderFooter = function() {
    footer = clearFooter();

    var next = document.createElement("a");
    next.appendChild(document.createTextNode("Next"));
    next.onclick = function() {
      page.setPageNumber(page.number + 1);
      renderBody();
      renderFooter();

      triggerOnChange();
    };
    if (data.length > page.rows) footer.appendChild(next);

    var pageNumbers = document.createElement("div");
    pageNumbers.setAttribute("class", "pagedtable-indexes");

    var pageRange = page.getVisiblePageRange();

    if (pageRange.first) {
      var pageLink = createPageLink(0);
      pageNumbers.appendChild(pageLink);

      var pageSeparator = document.createElement("div");
      pageSeparator.setAttribute("class", "pagedtable-index-separator-left");
      pageSeparator.appendChild(document.createTextNode("..."))
      pageNumbers.appendChild(pageSeparator);
    }

    for (var idxPage = pageRange.start; idxPage < pageRange.end; idxPage++) {
      var pageLink = createPageLink(idxPage);

      pageNumbers.appendChild(pageLink);
    }

    if (pageRange.last) {
      var pageSeparator = document.createElement("div");
      pageSeparator.setAttribute("class", "pagedtable-index-separator-right");
      pageSeparator.appendChild(document.createTextNode("..."))
      pageNumbers.appendChild(pageSeparator);

      var pageLink = createPageLink(page.total - 1);
      pageNumbers.appendChild(pageLink);
    }

    if (data.length > page.rows) footer.appendChild(pageNumbers);

    var previous = document.createElement("a");
    previous.appendChild(document.createTextNode("Previous"));
    previous.onclick = function() {
      page.setPageNumber(page.number - 1);
      renderBody();
      renderFooter();

      triggerOnChange();
    };
    if (data.length > page.rows) footer.appendChild(previous);

    var infoLabel = document.createElement("div");
    infoLabel.setAttribute("class", "pagedtable-info");
    infoLabel.setAttribute("title", getLabelInfo());
    infoLabel.appendChild(document.createTextNode(getLabelInfo()));
    footer.appendChild(infoLabel);

    var enabledClass = "pagedtable-index-nav";
    var disabledClass = "pagedtable-index-nav pagedtable-index-nav-disabled";
    previous.setAttribute("class", page.number <= 0 ? disabledClass : enabledClass);
    next.setAttribute("class", (page.number + 1) * page.rows >= data.length ? disabledClass : enabledClass);
  };

  var measuresCell = null;

  var renderMeasures = function() {
    var measuresTable = document.createElement("table");
    measuresTable.style.visibility = "hidden";
    measuresTable.style.position = "absolute";
    measuresTable.style.whiteSpace = "nowrap";
    measuresTable.style.height = "auto";
    measuresTable.style.width = "auto";

    var measuresRow = document.createElement("tr");
    measuresTable.appendChild(measuresRow);

    measuresCell = document.createElement("td");
    var sampleString = "ABCDEFGHIJ0123456789";
    measuresCell.appendChild(document.createTextNode(sampleString));

    measuresRow.appendChild(measuresCell);

    tableDiv.appendChild(measuresTable);
  }

  me.init = function() {
    tableDiv = document.createElement("div");
    pagedTable.appendChild(tableDiv);
    var pagedTableClass = data.length > 0 ?
      "pagedtable pagedtable-not-empty" :
      "pagedtable pagedtable-empty";

    if (columns.total == 0 || (columns.emptyNames() && data.length == 0)) {
      pagedTableClass = pagedTableClass + " pagedtable-empty-columns";
    }

    tableDiv.setAttribute("class", pagedTableClass);

    renderMeasures();
    measurer.calculate(measuresCell);
    columns.calculateWidths(measurer.measures);

    table = document.createElement("table");
    table.setAttribute("cellspacing", "0");
    table.setAttribute("class", "table table-condensed");
    tableDiv.appendChild(table);

    table.appendChild(document.createElement("thead"));

    var footerDiv = document.createElement("div");
    footerDiv.setAttribute("class", "pagedtable-footer");
    tableDiv.appendChild(footerDiv);

    // if the host has not yet provided horizontal space, render hidden
    if (tableDiv.clientWidth <= 0) {
      tableDiv.style.opacity = "0";
    }

    me.render();

    // retry seizing columns later if the host has not provided space
    function retryFit() {
      if (tableDiv.clientWidth <= 0) {
        setTimeout(retryFit, 100);
      } else {
        me.render();
        triggerOnChange();
      }
    }
    if (tableDiv.clientWidth <= 0) {
      retryFit();
    }
  };

  var registerWidths = function() {
    columns.subset = columns.subset.map(function(column) {
      column.width = columns.widths[column.name].inner;
      return column;
    });
  };

  var parsePadding = function(value) {
    return parseInt(value) >= 0 ? parseInt(value) : 0;
  };

  me.fixedHeight = function() {
    return options.rows.max != null;
  }

  me.fitRows = function() {
    if (me.fixedHeight())
      return;

    measurer.calculate(measuresCell);

    var rows = options.rows.min !== null ? options.rows.min : 0;
    var headerHeight = header !== null && header.offsetHeight > 0 ? header.offsetHeight : 0;
    var footerHeight = footer !== null && footer.offsetHeight > 0 ? footer.offsetHeight : 0;

    if (pagedTable.offsetHeight > 0) {
      var availableHeight = pagedTable.offsetHeight - headerHeight - footerHeight;
      rows = Math.floor((availableHeight) / measurer.measures.height);
    }

    rows = options.rows.min !== null ? Math.max(options.rows.min, rows) : rows;

    page.setRows(rows);
  }

  // The goal of this function is to add as many columns as possible
  // starting from left-to-right, when the right most limit is reached
  // it tries to add columns from the left as well.
  //
  // When startBackwards is true columns are added from right-to-left
  me.fitColumns = function(startBackwards) {
    measurer.calculate(measuresCell);
    columns.calculateWidths(measurer.measures);

    if (tableDiv.clientWidth > 0) {
      tableDiv.style.opacity = 1;
    }

    var visibleColumns = tableDiv.clientWidth <= 0 ? Math.max(columns.min, 1) : 1;
    var columnNumber = columns.number;
    var paddingCount = 0;

    // track a list of added columns as we build the visible ones to allow us
    // to remove columns when they don't fit anymore.
    var columnHistory = [];

    var lastTableHeight = 0;
    var backwards = startBackwards;

    var tableDivStyle = window.getComputedStyle(tableDiv, null);
    var tableDivPadding = parsePadding(tableDivStyle.paddingLeft) +
      parsePadding(tableDivStyle.paddingRight);

    var addPaddingCol = false;
    var currentWidth = 0;

    while (true) {
      columns.setVisibleColumns(columnNumber, visibleColumns, paddingCount);
      currentWidth = columns.getWidth();

      if (tableDiv.clientWidth - tableDivPadding < currentWidth) {
        break;
      }

      columnHistory.push({
        columnNumber: columnNumber,
        visibleColumns: visibleColumns,
        paddingCount: paddingCount
      });

      if (columnHistory.length > 100) {
        console.error("More than 100 tries to fit columns, aborting");
        break;
      }

      if (columns.max !== null &&
        columns.visible + columns.getPaddingCount() >= columns.max) {
        break;
      }

      // if we run out of right-columns
      if (!backwards && columnNumber + columns.visible >= columns.total) {
        // if we started adding right-columns, try adding left-columns
        if (!startBackwards && columnNumber > 0) {
          backwards = true;
        }
        else if (columns.min === null || visibleColumns + columns.getPaddingCount() >= columns.min) {
          break;
        }
        else {
          paddingCount = paddingCount + 1;
        }
      }

      // if we run out of left-columns
      if (backwards && columnNumber == 0) {
        // if we started adding left-columns, try adding right-columns
        if (startBackwards && columnNumber + columns.visible < columns.total) {
          backwards = false;
        }
        else if (columns.min === null || visibleColumns + columns.getPaddingCount() >= columns.min) {
          break;
        }
        else {
          paddingCount = paddingCount + 1;
        }
      }

      // when moving backwards try fitting left columns first
      if (backwards && columnNumber > 0) {
        columnNumber = columnNumber - 1;
      }

      if (columnNumber + visibleColumns < columns.total) {
        visibleColumns = visibleColumns + 1;
      }
    }

    var lastRenderableColumn = {
        columnNumber: columnNumber,
        visibleColumns: visibleColumns,
        paddingCount: paddingCount
    };

    if (columnHistory.length > 0) {
      lastRenderableColumn = columnHistory[columnHistory.length - 1];
    }

    columns.setVisibleColumns(
      lastRenderableColumn.columnNumber,
      lastRenderableColumn.visibleColumns,
      lastRenderableColumn.paddingCount);

    if (pagedTable.offsetWidth > 0) {
      page.setVisiblePages(Math.max(Math.ceil(1.0 * (pagedTable.offsetWidth - 250) / 40), 2));
    }

    registerWidths();
  };

  me.fit = function(startBackwards) {
    me.fitRows();
    me.fitColumns(startBackwards);
  }

  me.render = function() {
    me.fitColumns(false);

    // render header/footer to measure height accurately
    renderHeader();
    renderFooter();

    me.fitRows();
    renderBody();

    // re-render footer to match new rows
    renderFooter();
  }

  var resizeLastWidth = -1;
  var resizeLastHeight = -1;
  var resizeNewWidth = -1;
  var resizeNewHeight = -1;
  var resizePending = false;

  me.resize = function(newWidth, newHeight) {

    function resizeDelayed() {
      resizePending = false;

      if (
        (resizeNewWidth !== resizeLastWidth) ||
        (!me.fixedHeight() && resizeNewHeight !== resizeLastHeight)
      ) {
        resizeLastWidth = resizeNewWidth;
        resizeLastHeight = resizeNewHeight;

        setTimeout(resizeDelayed, 200);
        resizePending = true;
      } else {
        me.render();
        triggerOnChange();

        resizeLastWidth = -1;
        resizeLastHeight = -1;
      }
    }

    resizeNewWidth = newWidth;
    resizeNewHeight = newHeight;

    if (!resizePending) resizeDelayed();
  };
};

var PagedTableDoc;
(function (PagedTableDoc) {
  var allPagedTables = [];

  PagedTableDoc.initAll = function() {
    allPagedTables = [];

    var pagedTables = [].slice.call(document.querySelectorAll('[data-pagedtable="false"],[data-pagedtable=""]'));
    pagedTables.forEach(function(pagedTable, idx) {
      pagedTable.setAttribute("data-pagedtable", "true");
      pagedTable.setAttribute("pagedtable-page", 0);
      pagedTable.setAttribute("class", "pagedtable-wrapper");

      var pagedTableInstance = new PagedTable(pagedTable);
      pagedTableInstance.init();

      allPagedTables.push(pagedTableInstance);
    });
  };

  PagedTableDoc.resizeAll = function() {
    allPagedTables.forEach(function(pagedTable) {
      pagedTable.render();
    });
  };

  window.addEventListener("resize", PagedTableDoc.resizeAll);

  return PagedTableDoc;
})(PagedTableDoc || (PagedTableDoc = {}));

window.onload = function() {
  PagedTableDoc.initAll();
};
"></script>
+<script src="data:application/x-javascript;base64,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"></script>
+<script src="data:application/x-javascript;base64,CndpbmRvdy5pbml0aWFsaXplQ29kZUZvbGRpbmcgPSBmdW5jdGlvbihzaG93KSB7CgogIC8vIGhhbmRsZXJzIGZvciBzaG93LWFsbCBhbmQgaGlkZSBhbGwKICAkKCIjcm1kLXNob3ctYWxsLWNvZGUiKS5jbGljayhmdW5jdGlvbigpIHsKICAgICQoJ2Rpdi5yLWNvZGUtY29sbGFwc2UnKS5lYWNoKGZ1bmN0aW9uKCkgewogICAgICAkKHRoaXMpLmNvbGxhcHNlKCdzaG93Jyk7CiAgICB9KTsKICB9KTsKICAkKCIjcm1kLWhpZGUtYWxsLWNvZGUiKS5jbGljayhmdW5jdGlvbigpIHsKICAgICQoJ2Rpdi5yLWNvZGUtY29sbGFwc2UnKS5lYWNoKGZ1bmN0aW9uKCkgewogICAgICAkKHRoaXMpLmNvbGxhcHNlKCdoaWRlJyk7CiAgICB9KTsKICB9KTsKCiAgLy8gaW5kZXggZm9yIHVuaXF1ZSBjb2RlIGVsZW1lbnQgaWRzCiAgdmFyIGN1cnJlbnRJbmRleCA9IDE7CgogIC8vIHNlbGVjdCBhbGwgUiBjb2RlIGJsb2NrcwogIHZhciByQ29kZUJsb2NrcyA9ICQoJ3ByZS5yLCBwcmUucHl0aG9uLCBwcmUuYmFzaCwgcHJlLnNxbCwgcHJlLmNwcCwgcHJlLnN0YW4nKTsKICByQ29kZUJsb2Nrcy5lYWNoKGZ1bmN0aW9uKCkgewoKICAgIC8vIGNyZWF0ZSBhIGNvbGxhcHNhYmxlIGRpdiB0byB3cmFwIHRoZSBjb2RlIGluCiAgICB2YXIgZGl2ID0gJCgnPGRpdiBjbGFzcz0iY29sbGFwc2Ugci1jb2RlLWNvbGxhcHNlIj48L2Rpdj4nKTsKICAgIGlmIChzaG93KQogICAgICBkaXYuYWRkQ2xhc3MoJ2luJyk7CiAgICB2YXIgaWQgPSAncmNvZGUtNjQzRTBGMzYnICsgY3VycmVudEluZGV4Kys7CiAgICBkaXYuYXR0cignaWQnLCBpZCk7CiAgICAkKHRoaXMpLmJlZm9yZShkaXYpOwogICAgJCh0aGlzKS5kZXRhY2goKS5hcHBlbmRUbyhkaXYpOwoKICAgIC8vIGFkZCBhIHNob3cgY29kZSBidXR0b24gcmlnaHQgYWJvdmUKICAgIHZhciBzaG93Q29kZVRleHQgPSAkKCc8c3Bhbj4nICsgKHNob3cgPyAnSGlkZScgOiAnQ29kZScpICsgJzwvc3Bhbj4nKTsKICAgIHZhciBzaG93Q29kZUJ1dHRvbiA9ICQoJzxidXR0b24gdHlwZT0iYnV0dG9uIiBjbGFzcz0iYnRuIGJ0bi1kZWZhdWx0IGJ0bi14cyBjb2RlLWZvbGRpbmctYnRuIHB1bGwtcmlnaHQiPjwvYnV0dG9uPicpOwogICAgc2hvd0NvZGVCdXR0b24uYXBwZW5kKHNob3dDb2RlVGV4dCk7CiAgICBzaG93Q29kZUJ1dHRvbgogICAgICAgIC5hdHRyKCdkYXRhLXRvZ2dsZScsICdjb2xsYXBzZScpCiAgICAgICAgLmF0dHIoJ2RhdGEtdGFyZ2V0JywgJyMnICsgaWQpCiAgICAgICAgLmF0dHIoJ2FyaWEtZXhwYW5kZWQnLCBzaG93KQogICAgICAgIC5hdHRyKCdhcmlhLWNvbnRyb2xzJywgaWQpOwoKICAgIHZhciBidXR0b25Sb3cgPSAkKCc8ZGl2IGNsYXNzPSJyb3ciPjwvZGl2PicpOwogICAgdmFyIGJ1dHRvbkNvbCA9ICQoJzxkaXYgY2xhc3M9ImNvbC1tZC0xMiI+PC9kaXY+Jyk7CgogICAgYnV0dG9uQ29sLmFwcGVuZChzaG93Q29kZUJ1dHRvbik7CiAgICBidXR0b25Sb3cuYXBwZW5kKGJ1dHRvbkNvbCk7CgogICAgZGl2LmJlZm9yZShidXR0b25Sb3cpOwoKICAgIC8vIHVwZGF0ZSBzdGF0ZSBvZiBidXR0b24gb24gc2hvdy9oaWRlCiAgICBkaXYub24oJ2hpZGRlbi5icy5jb2xsYXBzZScsIGZ1bmN0aW9uICgpIHsKICAgICAgc2hvd0NvZGVUZXh0LnRleHQoJ0NvZGUnKTsKICAgIH0pOwogICAgZGl2Lm9uKCdzaG93LmJzLmNvbGxhcHNlJywgZnVuY3Rpb24gKCkgewogICAgICBzaG93Q29kZVRleHQudGV4dCgnSGlkZScpOwogICAgfSk7CiAgfSk7Cgp9Cg=="></script>
+<script src="data:application/x-javascript;base64,CndpbmRvdy5pbml0aWFsaXplU291cmNlRW1iZWQgPSBmdW5jdGlvbihmaWxlbmFtZSkgewogICQoIiNybWQtZG93bmxvYWQtc291cmNlIikuY2xpY2soZnVuY3Rpb24oKSB7CiAgICB2YXIgc3JjID0gJCgiI3JtZC1zb3VyY2UtY29kZSIpLmh0bWwoKTsKICAgIHZhciBhID0gZG9jdW1lbnQuY3JlYXRlRWxlbWVudCgnYScpOwogICAgYS5ocmVmID0gImRhdGE6dGV4dC94LXItbWFya2Rvd247YmFzZTY0LCIgKyBzcmM7CiAgICBhLmRvd25sb2FkID0gZmlsZW5hbWU7CiAgICBkb2N1bWVudC5ib2R5LmFwcGVuZENoaWxkKGEpOwogICAgYS5jbGljaygpOwogICAgZG9jdW1lbnQuYm9keS5yZW1vdmVDaGlsZChhKTsKICB9KTsKfTsK"></script>
+<link href="data:text/css;charset=utf-8,%2Ehljs%2Dliteral%20%7B%0Acolor%3A%20rgb%2888%2C%2072%2C%20246%29%3B%0A%7D%0A%2Ehljs%2Dnumber%20%7B%0Acolor%3A%20rgb%280%2C%200%2C%20205%29%3B%0A%7D%0A%2Ehljs%2Dcomment%20%7B%0Acolor%3A%20rgb%2876%2C%20136%2C%20107%29%3B%0A%7D%0A%2Ehljs%2Dkeyword%20%7B%0Acolor%3A%20rgb%280%2C%200%2C%20255%29%3B%0A%7D%0A%2Ehljs%2Dstring%20%7B%0Acolor%3A%20rgb%283%2C%20106%2C%207%29%3B%0A%7D%0A" rel="stylesheet" />
+<script src="data:application/x-javascript;base64,/*! highlight.js v9.12.0 | BSD3 License | git.io/hljslicense */
!function(e){var n="object"==typeof window&&window||"object"==typeof self&&self;"undefined"!=typeof exports?e(exports):n&&(n.hljs=e({}),"function"==typeof define&&define.amd&&define([],function(){return n.hljs}))}(function(e){function n(e){return e.replace(/&/g,"&amp;").replace(/</g,"&lt;").replace(/>/g,"&gt;")}function t(e){return e.nodeName.toLowerCase()}function r(e,n){var t=e&&e.exec(n);return t&&0===t.index}function a(e){return k.test(e)}function i(e){var n,t,r,i,o=e.className+" ";if(o+=e.parentNode?e.parentNode.className:"",t=B.exec(o))return w(t[1])?t[1]:"no-highlight";for(o=o.split(/\s+/),n=0,r=o.length;r>n;n++)if(i=o[n],a(i)||w(i))return i}function o(e){var n,t={},r=Array.prototype.slice.call(arguments,1);for(n in e)t[n]=e[n];return r.forEach(function(e){for(n in e)t[n]=e[n]}),t}function u(e){var n=[];return function r(e,a){for(var i=e.firstChild;i;i=i.nextSibling)3===i.nodeType?a+=i.nodeValue.length:1===i.nodeType&&(n.push({event:"start",offset:a,node:i}),a=r(i,a),t(i).match(/br|hr|img|input/)||n.push({event:"stop",offset:a,node:i}));return a}(e,0),n}function c(e,r,a){function i(){return e.length&&r.length?e[0].offset!==r[0].offset?e[0].offset<r[0].offset?e:r:"start"===r[0].event?e:r:e.length?e:r}function o(e){function r(e){return" "+e.nodeName+'="'+n(e.value).replace('"',"&quot;")+'"'}s+="<"+t(e)+E.map.call(e.attributes,r).join("")+">"}function u(e){s+="</"+t(e)+">"}function c(e){("start"===e.event?o:u)(e.node)}for(var l=0,s="",f=[];e.length||r.length;){var g=i();if(s+=n(a.substring(l,g[0].offset)),l=g[0].offset,g===e){f.reverse().forEach(u);do c(g.splice(0,1)[0]),g=i();while(g===e&&g.length&&g[0].offset===l);f.reverse().forEach(o)}else"start"===g[0].event?f.push(g[0].node):f.pop(),c(g.splice(0,1)[0])}return s+n(a.substr(l))}function l(e){return e.v&&!e.cached_variants&&(e.cached_variants=e.v.map(function(n){return o(e,{v:null},n)})),e.cached_variants||e.eW&&[o(e)]||[e]}function s(e){function n(e){return e&&e.source||e}function t(t,r){return new RegExp(n(t),"m"+(e.cI?"i":"")+(r?"g":""))}function r(a,i){if(!a.compiled){if(a.compiled=!0,a.k=a.k||a.bK,a.k){var o={},u=function(n,t){e.cI&&(t=t.toLowerCase()),t.split(" ").forEach(function(e){var t=e.split("|");o[t[0]]=[n,t[1]?Number(t[1]):1]})};"string"==typeof a.k?u("keyword",a.k):x(a.k).forEach(function(e){u(e,a.k[e])}),a.k=o}a.lR=t(a.l||/\w+/,!0),i&&(a.bK&&(a.b="\\b("+a.bK.split(" ").join("|")+")\\b"),a.b||(a.b=/\B|\b/),a.bR=t(a.b),a.e||a.eW||(a.e=/\B|\b/),a.e&&(a.eR=t(a.e)),a.tE=n(a.e)||"",a.eW&&i.tE&&(a.tE+=(a.e?"|":"")+i.tE)),a.i&&(a.iR=t(a.i)),null==a.r&&(a.r=1),a.c||(a.c=[]),a.c=Array.prototype.concat.apply([],a.c.map(function(e){return l("self"===e?a:e)})),a.c.forEach(function(e){r(e,a)}),a.starts&&r(a.starts,i);var c=a.c.map(function(e){return e.bK?"\\.?("+e.b+")\\.?":e.b}).concat([a.tE,a.i]).map(n).filter(Boolean);a.t=c.length?t(c.join("|"),!0):{exec:function(){return null}}}}r(e)}function f(e,t,a,i){function o(e,n){var t,a;for(t=0,a=n.c.length;a>t;t++)if(r(n.c[t].bR,e))return n.c[t]}function u(e,n){if(r(e.eR,n)){for(;e.endsParent&&e.parent;)e=e.parent;return e}return e.eW?u(e.parent,n):void 0}function c(e,n){return!a&&r(n.iR,e)}function l(e,n){var t=N.cI?n[0].toLowerCase():n[0];return e.k.hasOwnProperty(t)&&e.k[t]}function p(e,n,t,r){var a=r?"":I.classPrefix,i='<span class="'+a,o=t?"":C;return i+=e+'">',i+n+o}function h(){var e,t,r,a;if(!E.k)return n(k);for(a="",t=0,E.lR.lastIndex=0,r=E.lR.exec(k);r;)a+=n(k.substring(t,r.index)),e=l(E,r),e?(B+=e[1],a+=p(e[0],n(r[0]))):a+=n(r[0]),t=E.lR.lastIndex,r=E.lR.exec(k);return a+n(k.substr(t))}function d(){var e="string"==typeof E.sL;if(e&&!y[E.sL])return n(k);var t=e?f(E.sL,k,!0,x[E.sL]):g(k,E.sL.length?E.sL:void 0);return E.r>0&&(B+=t.r),e&&(x[E.sL]=t.top),p(t.language,t.value,!1,!0)}function b(){L+=null!=E.sL?d():h(),k=""}function v(e){L+=e.cN?p(e.cN,"",!0):"",E=Object.create(e,{parent:{value:E}})}function m(e,n){if(k+=e,null==n)return b(),0;var t=o(n,E);if(t)return t.skip?k+=n:(t.eB&&(k+=n),b(),t.rB||t.eB||(k=n)),v(t,n),t.rB?0:n.length;var r=u(E,n);if(r){var a=E;a.skip?k+=n:(a.rE||a.eE||(k+=n),b(),a.eE&&(k=n));do E.cN&&(L+=C),E.skip||(B+=E.r),E=E.parent;while(E!==r.parent);return r.starts&&v(r.starts,""),a.rE?0:n.length}if(c(n,E))throw new Error('Illegal lexeme "'+n+'" for mode "'+(E.cN||"<unnamed>")+'"');return k+=n,n.length||1}var N=w(e);if(!N)throw new Error('Unknown language: "'+e+'"');s(N);var R,E=i||N,x={},L="";for(R=E;R!==N;R=R.parent)R.cN&&(L=p(R.cN,"",!0)+L);var k="",B=0;try{for(var M,j,O=0;;){if(E.t.lastIndex=O,M=E.t.exec(t),!M)break;j=m(t.substring(O,M.index),M[0]),O=M.index+j}for(m(t.substr(O)),R=E;R.parent;R=R.parent)R.cN&&(L+=C);return{r:B,value:L,language:e,top:E}}catch(T){if(T.message&&-1!==T.message.indexOf("Illegal"))return{r:0,value:n(t)};throw T}}function g(e,t){t=t||I.languages||x(y);var r={r:0,value:n(e)},a=r;return t.filter(w).forEach(function(n){var t=f(n,e,!1);t.language=n,t.r>a.r&&(a=t),t.r>r.r&&(a=r,r=t)}),a.language&&(r.second_best=a),r}function p(e){return I.tabReplace||I.useBR?e.replace(M,function(e,n){return I.useBR&&"\n"===e?"<br>":I.tabReplace?n.replace(/\t/g,I.tabReplace):""}):e}function h(e,n,t){var r=n?L[n]:t,a=[e.trim()];return e.match(/\bhljs\b/)||a.push("hljs"),-1===e.indexOf(r)&&a.push(r),a.join(" ").trim()}function d(e){var n,t,r,o,l,s=i(e);a(s)||(I.useBR?(n=document.createElementNS("http://www.w3.org/1999/xhtml","div"),n.innerHTML=e.innerHTML.replace(/\n/g,"").replace(/<br[ \/]*>/g,"\n")):n=e,l=n.textContent,r=s?f(s,l,!0):g(l),t=u(n),t.length&&(o=document.createElementNS("http://www.w3.org/1999/xhtml","div"),o.innerHTML=r.value,r.value=c(t,u(o),l)),r.value=p(r.value),e.innerHTML=r.value,e.className=h(e.className,s,r.language),e.result={language:r.language,re:r.r},r.second_best&&(e.second_best={language:r.second_best.language,re:r.second_best.r}))}function b(e){I=o(I,e)}function v(){if(!v.called){v.called=!0;var e=document.querySelectorAll("pre code");E.forEach.call(e,d)}}function m(){addEventListener("DOMContentLoaded",v,!1),addEventListener("load",v,!1)}function N(n,t){var r=y[n]=t(e);r.aliases&&r.aliases.forEach(function(e){L[e]=n})}function R(){return x(y)}function w(e){return e=(e||"").toLowerCase(),y[e]||y[L[e]]}var E=[],x=Object.keys,y={},L={},k=/^(no-?highlight|plain|text)$/i,B=/\blang(?:uage)?-([\w-]+)\b/i,M=/((^(<[^>]+>|\t|)+|(?:\n)))/gm,C="</span>",I={classPrefix:"hljs-",tabReplace:null,useBR:!1,languages:void 0};return e.highlight=f,e.highlightAuto=g,e.fixMarkup=p,e.highlightBlock=d,e.configure=b,e.initHighlighting=v,e.initHighlightingOnLoad=m,e.registerLanguage=N,e.listLanguages=R,e.getLanguage=w,e.inherit=o,e.IR="[a-zA-Z]\\w*",e.UIR="[a-zA-Z_]\\w*",e.NR="\\b\\d+(\\.\\d+)?",e.CNR="(-?)(\\b0[xX][a-fA-F0-9]+|(\\b\\d+(\\.\\d*)?|\\.\\d+)([eE][-+]?\\d+)?)",e.BNR="\\b(0b[01]+)",e.RSR="!|!=|!==|%|%=|&|&&|&=|\\*|\\*=|\\+|\\+=|,|-|-=|/=|/|:|;|<<|<<=|<=|<|===|==|=|>>>=|>>=|>=|>>>|>>|>|\\?|\\[|\\{|\\(|\\^|\\^=|\\||\\|=|\\|\\||~",e.BE={b:"\\\\[\\s\\S]",r:0},e.ASM={cN:"string",b:"'",e:"'",i:"\\n",c:[e.BE]},e.QSM={cN:"string",b:'"',e:'"',i:"\\n",c:[e.BE]},e.PWM={b:/\b(a|an|the|are|I'm|isn't|don't|doesn't|won't|but|just|should|pretty|simply|enough|gonna|going|wtf|so|such|will|you|your|they|like|more)\b/},e.C=function(n,t,r){var a=e.inherit({cN:"comment",b:n,e:t,c:[]},r||{});return a.c.push(e.PWM),a.c.push({cN:"doctag",b:"(?:TODO|FIXME|NOTE|BUG|XXX):",r:0}),a},e.CLCM=e.C("//","$"),e.CBCM=e.C("/\\*","\\*/"),e.HCM=e.C("#","$"),e.NM={cN:"number",b:e.NR,r:0},e.CNM={cN:"number",b:e.CNR,r:0},e.BNM={cN:"number",b:e.BNR,r:0},e.CSSNM={cN:"number",b:e.NR+"(%|em|ex|ch|rem|vw|vh|vmin|vmax|cm|mm|in|pt|pc|px|deg|grad|rad|turn|s|ms|Hz|kHz|dpi|dpcm|dppx)?",r:0},e.RM={cN:"regexp",b:/\//,e:/\/[gimuy]*/,i:/\n/,c:[e.BE,{b:/\[/,e:/\]/,r:0,c:[e.BE]}]},e.TM={cN:"title",b:e.IR,r:0},e.UTM={cN:"title",b:e.UIR,r:0},e.METHOD_GUARD={b:"\\.\\s*"+e.UIR,r:0},e});hljs.registerLanguage("sql",function(e){var t=e.C("--","$");return{cI:!0,i:/[<>{}*#]/,c:[{bK:"begin end start commit rollback savepoint lock alter create drop rename call delete do handler insert load replace select truncate update set show pragma grant merge describe use explain help declare prepare execute deallocate release unlock purge reset change stop analyze cache flush optimize repair kill install uninstall checksum restore check backup revoke comment",e:/;/,eW:!0,l:/[\w\.]+/,k:{keyword:"abort abs absolute acc acce accep accept access accessed accessible account acos action activate add addtime admin administer advanced advise aes_decrypt aes_encrypt after agent aggregate ali alia alias allocate allow alter always analyze ancillary and any anydata anydataset anyschema anytype apply archive archived archivelog are as asc ascii asin assembly assertion associate asynchronous at atan atn2 attr attri attrib attribu attribut attribute attributes audit authenticated authentication authid authors auto autoallocate autodblink autoextend automatic availability avg backup badfile basicfile before begin beginning benchmark between bfile bfile_base big bigfile bin binary_double binary_float binlog bit_and bit_count bit_length bit_or bit_xor bitmap blob_base block blocksize body both bound buffer_cache buffer_pool build bulk by byte byteordermark bytes cache caching call calling cancel capacity cascade cascaded case cast catalog category ceil ceiling chain change changed char_base char_length character_length characters characterset charindex charset charsetform charsetid check checksum checksum_agg child choose chr chunk class cleanup clear client clob clob_base clone close cluster_id cluster_probability cluster_set clustering coalesce coercibility col collate collation collect colu colum column column_value columns columns_updated comment commit compact compatibility compiled complete composite_limit compound compress compute concat concat_ws concurrent confirm conn connec connect connect_by_iscycle connect_by_isleaf connect_by_root connect_time connection consider consistent constant constraint constraints constructor container content contents context contributors controlfile conv convert convert_tz corr corr_k corr_s corresponding corruption cos cost count count_big counted covar_pop covar_samp cpu_per_call cpu_per_session crc32 create creation critical cross cube cume_dist curdate current current_date current_time current_timestamp current_user cursor curtime customdatum cycle data database databases datafile datafiles datalength date_add date_cache date_format date_sub dateadd datediff datefromparts datename datepart datetime2fromparts day day_to_second dayname dayofmonth dayofweek dayofyear days db_role_change dbtimezone ddl deallocate declare decode decompose decrement decrypt deduplicate def defa defau defaul default defaults deferred defi defin define degrees delayed delegate delete delete_all delimited demand dense_rank depth dequeue des_decrypt des_encrypt des_key_file desc descr descri describ describe descriptor deterministic diagnostics difference dimension direct_load directory disable disable_all disallow disassociate discardfile disconnect diskgroup distinct distinctrow distribute distributed div do document domain dotnet double downgrade drop dumpfile duplicate duration each edition editionable editions element ellipsis else elsif elt empty enable enable_all enclosed encode encoding encrypt end end-exec endian enforced engine engines enqueue enterprise entityescaping eomonth error errors escaped evalname evaluate event eventdata events except exception exceptions exchange exclude excluding execu execut execute exempt exists exit exp expire explain export export_set extended extent external external_1 external_2 externally extract failed failed_login_attempts failover failure far fast feature_set feature_value fetch field fields file file_name_convert filesystem_like_logging final finish first first_value fixed flash_cache flashback floor flush following follows for forall force form forma format found found_rows freelist freelists freepools fresh from from_base64 from_days ftp full function general generated get get_format get_lock getdate getutcdate global global_name globally go goto grant grants greatest group group_concat group_id grouping grouping_id groups gtid_subtract guarantee guard handler hash hashkeys having hea head headi headin heading heap help hex hierarchy high high_priority hosts hour http id ident_current ident_incr ident_seed identified identity idle_time if ifnull ignore iif ilike ilm immediate import in include including increment index indexes indexing indextype indicator indices inet6_aton inet6_ntoa inet_aton inet_ntoa infile initial initialized initially initrans inmemory inner innodb input insert install instance instantiable instr interface interleaved intersect into invalidate invisible is is_free_lock is_ipv4 is_ipv4_compat is_not is_not_null is_used_lock isdate isnull isolation iterate java join json json_exists keep keep_duplicates key keys kill language large last last_day last_insert_id last_value lax lcase lead leading least leaves left len lenght length less level levels library like like2 like4 likec limit lines link list listagg little ln load load_file lob lobs local localtime localtimestamp locate locator lock locked log log10 log2 logfile logfiles logging logical logical_reads_per_call logoff logon logs long loop low low_priority lower lpad lrtrim ltrim main make_set makedate maketime managed management manual map mapping mask master master_pos_wait match matched materialized max maxextents maximize maxinstances maxlen maxlogfiles maxloghistory maxlogmembers maxsize maxtrans md5 measures median medium member memcompress memory merge microsecond mid migration min minextents minimum mining minus minute minvalue missing mod mode model modification modify module monitoring month months mount move movement multiset mutex name name_const names nan national native natural nav nchar nclob nested never new newline next nextval no no_write_to_binlog noarchivelog noaudit nobadfile nocheck nocompress nocopy nocycle nodelay nodiscardfile noentityescaping noguarantee nokeep nologfile nomapping nomaxvalue nominimize nominvalue nomonitoring none noneditionable nonschema noorder nopr nopro noprom nopromp noprompt norely noresetlogs noreverse normal norowdependencies noschemacheck noswitch not nothing notice notrim novalidate now nowait nth_value nullif nulls num numb numbe nvarchar nvarchar2 object ocicoll ocidate ocidatetime ociduration ociinterval ociloblocator ocinumber ociref ocirefcursor ocirowid ocistring ocitype oct octet_length of off offline offset oid oidindex old on online only opaque open operations operator optimal optimize option optionally or oracle oracle_date oradata ord ordaudio orddicom orddoc order ordimage ordinality ordvideo organization orlany orlvary out outer outfile outline output over overflow overriding package pad parallel parallel_enable parameters parent parse partial partition partitions pascal passing password password_grace_time password_lock_time password_reuse_max password_reuse_time password_verify_function patch path patindex pctincrease pctthreshold pctused pctversion percent percent_rank percentile_cont percentile_disc performance period period_add period_diff permanent physical pi pipe pipelined pivot pluggable plugin policy position post_transaction pow power pragma prebuilt precedes preceding precision prediction prediction_cost prediction_details prediction_probability prediction_set prepare present preserve prior priority private private_sga privileges procedural procedure procedure_analyze processlist profiles project prompt protection public publishingservername purge quarter query quick quiesce quota quotename radians raise rand range rank raw read reads readsize rebuild record records recover recovery recursive recycle redo reduced ref reference referenced references referencing refresh regexp_like register regr_avgx regr_avgy regr_count regr_intercept regr_r2 regr_slope regr_sxx regr_sxy reject rekey relational relative relaylog release release_lock relies_on relocate rely rem remainder rename repair repeat replace replicate replication required reset resetlogs resize resource respect restore restricted result result_cache resumable resume retention return returning returns reuse reverse revoke right rlike role roles rollback rolling rollup round row row_count rowdependencies rowid rownum rows rtrim rules safe salt sample save savepoint sb1 sb2 sb4 scan schema schemacheck scn scope scroll sdo_georaster sdo_topo_geometry search sec_to_time second section securefile security seed segment select self sequence sequential serializable server servererror session session_user sessions_per_user set sets settings sha sha1 sha2 share shared shared_pool short show shrink shutdown si_averagecolor si_colorhistogram si_featurelist si_positionalcolor si_stillimage si_texture siblings sid sign sin size size_t sizes skip slave sleep smalldatetimefromparts smallfile snapshot some soname sort soundex source space sparse spfile split sql sql_big_result sql_buffer_result sql_cache sql_calc_found_rows sql_small_result sql_variant_property sqlcode sqldata sqlerror sqlname sqlstate sqrt square standalone standby start starting startup statement static statistics stats_binomial_test stats_crosstab stats_ks_test stats_mode stats_mw_test stats_one_way_anova stats_t_test_ stats_t_test_indep stats_t_test_one stats_t_test_paired stats_wsr_test status std stddev stddev_pop stddev_samp stdev stop storage store stored str str_to_date straight_join strcmp strict string struct stuff style subdate subpartition subpartitions substitutable substr substring subtime subtring_index subtype success sum suspend switch switchoffset switchover sync synchronous synonym sys sys_xmlagg sysasm sysaux sysdate sysdatetimeoffset sysdba sysoper system system_user sysutcdatetime table tables tablespace tan tdo template temporary terminated tertiary_weights test than then thread through tier ties time time_format time_zone timediff timefromparts timeout timestamp timestampadd timestampdiff timezone_abbr timezone_minute timezone_region to to_base64 to_date to_days to_seconds todatetimeoffset trace tracking transaction transactional translate translation treat trigger trigger_nestlevel triggers trim truncate try_cast try_convert try_parse type ub1 ub2 ub4 ucase unarchived unbounded uncompress under undo unhex unicode uniform uninstall union unique unix_timestamp unknown unlimited unlock unpivot unrecoverable unsafe unsigned until untrusted unusable unused update updated upgrade upped upper upsert url urowid usable usage use use_stored_outlines user user_data user_resources users using utc_date utc_timestamp uuid uuid_short validate validate_password_strength validation valist value values var var_samp varcharc vari varia variab variabl variable variables variance varp varraw varrawc varray verify version versions view virtual visible void wait wallet warning warnings week weekday weekofyear wellformed when whene whenev wheneve whenever where while whitespace with within without work wrapped xdb xml xmlagg xmlattributes xmlcast xmlcolattval xmlelement xmlexists xmlforest xmlindex xmlnamespaces xmlpi xmlquery xmlroot xmlschema xmlserialize xmltable xmltype xor year year_to_month years yearweek",literal:"true false null",built_in:"array bigint binary bit blob boolean char character date dec decimal float int int8 integer interval number numeric real record serial serial8 smallint text varchar varying void"},c:[{cN:"string",b:"'",e:"'",c:[e.BE,{b:"''"}]},{cN:"string",b:'"',e:'"',c:[e.BE,{b:'""'}]},{cN:"string",b:"`",e:"`",c:[e.BE]},e.CNM,e.CBCM,t]},e.CBCM,t]}});hljs.registerLanguage("r",function(e){var r="([a-zA-Z]|\\.[a-zA-Z.])[a-zA-Z0-9._]*";return{c:[e.HCM,{b:r,l:r,k:{keyword:"function if in break next repeat else for return switch while try tryCatch stop warning require library attach detach source setMethod setGeneric setGroupGeneric setClass ...",literal:"NULL NA TRUE FALSE T F Inf NaN NA_integer_|10 NA_real_|10 NA_character_|10 NA_complex_|10"},r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"\\d+(?:[eE][+\\-]?\\d*)?L\\b",r:0},{cN:"number",b:"\\d+\\.(?!\\d)(?:i\\b)?",r:0},{cN:"number",b:"\\d+(?:\\.\\d*)?(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{cN:"number",b:"\\.\\d+(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{b:"`",e:"`",r:0},{cN:"string",c:[e.BE],v:[{b:'"',e:'"'},{b:"'",e:"'"}]}]}});hljs.registerLanguage("perl",function(e){var t="getpwent getservent quotemeta msgrcv scalar kill dbmclose undef lc ma syswrite tr send umask sysopen shmwrite vec qx utime local oct semctl localtime readpipe do return format read sprintf dbmopen pop getpgrp not getpwnam rewinddir qqfileno qw endprotoent wait sethostent bless s|0 opendir continue each sleep endgrent shutdown dump chomp connect getsockname die socketpair close flock exists index shmgetsub for endpwent redo lstat msgctl setpgrp abs exit select print ref gethostbyaddr unshift fcntl syscall goto getnetbyaddr join gmtime symlink semget splice x|0 getpeername recv log setsockopt cos last reverse gethostbyname getgrnam study formline endhostent times chop length gethostent getnetent pack getprotoent getservbyname rand mkdir pos chmod y|0 substr endnetent printf next open msgsnd readdir use unlink getsockopt getpriority rindex wantarray hex system getservbyport endservent int chr untie rmdir prototype tell listen fork shmread ucfirst setprotoent else sysseek link getgrgid shmctl waitpid unpack getnetbyname reset chdir grep split require caller lcfirst until warn while values shift telldir getpwuid my getprotobynumber delete and sort uc defined srand accept package seekdir getprotobyname semop our rename seek if q|0 chroot sysread setpwent no crypt getc chown sqrt write setnetent setpriority foreach tie sin msgget map stat getlogin unless elsif truncate exec keys glob tied closedirioctl socket readlink eval xor readline binmode setservent eof ord bind alarm pipe atan2 getgrent exp time push setgrent gt lt or ne m|0 break given say state when",r={cN:"subst",b:"[$@]\\{",e:"\\}",k:t},s={b:"->{",e:"}"},n={v:[{b:/\$\d/},{b:/[\$%@](\^\w\b|#\w+(::\w+)*|{\w+}|\w+(::\w*)*)/},{b:/[\$%@][^\s\w{]/,r:0}]},i=[e.BE,r,n],o=[n,e.HCM,e.C("^\\=\\w","\\=cut",{eW:!0}),s,{cN:"string",c:i,v:[{b:"q[qwxr]?\\s*\\(",e:"\\)",r:5},{b:"q[qwxr]?\\s*\\[",e:"\\]",r:5},{b:"q[qwxr]?\\s*\\{",e:"\\}",r:5},{b:"q[qwxr]?\\s*\\|",e:"\\|",r:5},{b:"q[qwxr]?\\s*\\<",e:"\\>",r:5},{b:"qw\\s+q",e:"q",r:5},{b:"'",e:"'",c:[e.BE]},{b:'"',e:'"'},{b:"`",e:"`",c:[e.BE]},{b:"{\\w+}",c:[],r:0},{b:"-?\\w+\\s*\\=\\>",c:[],r:0}]},{cN:"number",b:"(\\b0[0-7_]+)|(\\b0x[0-9a-fA-F_]+)|(\\b[1-9][0-9_]*(\\.[0-9_]+)?)|[0_]\\b",r:0},{b:"(\\/\\/|"+e.RSR+"|\\b(split|return|print|reverse|grep)\\b)\\s*",k:"split return print reverse grep",r:0,c:[e.HCM,{cN:"regexp",b:"(s|tr|y)/(\\\\.|[^/])*/(\\\\.|[^/])*/[a-z]*",r:10},{cN:"regexp",b:"(m|qr)?/",e:"/[a-z]*",c:[e.BE],r:0}]},{cN:"function",bK:"sub",e:"(\\s*\\(.*?\\))?[;{]",eE:!0,r:5,c:[e.TM]},{b:"-\\w\\b",r:0},{b:"^__DATA__$",e:"^__END__$",sL:"mojolicious",c:[{b:"^@@.*",e:"$",cN:"comment"}]}];return r.c=o,s.c=o,{aliases:["pl","pm"],l:/[\w\.]+/,k:t,c:o}});hljs.registerLanguage("ini",function(e){var b={cN:"string",c:[e.BE],v:[{b:"'''",e:"'''",r:10},{b:'"""',e:'"""',r:10},{b:'"',e:'"'},{b:"'",e:"'"}]};return{aliases:["toml"],cI:!0,i:/\S/,c:[e.C(";","$"),e.HCM,{cN:"section",b:/^\s*\[+/,e:/\]+/},{b:/^[a-z0-9\[\]_-]+\s*=\s*/,e:"$",rB:!0,c:[{cN:"attr",b:/[a-z0-9\[\]_-]+/},{b:/=/,eW:!0,r:0,c:[{cN:"literal",b:/\bon|off|true|false|yes|no\b/},{cN:"variable",v:[{b:/\$[\w\d"][\w\d_]*/},{b:/\$\{(.*?)}/}]},b,{cN:"number",b:/([\+\-]+)?[\d]+_[\d_]+/},e.NM]}]}]}});hljs.registerLanguage("diff",function(e){return{aliases:["patch"],c:[{cN:"meta",r:10,v:[{b:/^@@ +\-\d+,\d+ +\+\d+,\d+ +@@$/},{b:/^\*\*\* +\d+,\d+ +\*\*\*\*$/},{b:/^\-\-\- +\d+,\d+ +\-\-\-\-$/}]},{cN:"comment",v:[{b:/Index: /,e:/$/},{b:/={3,}/,e:/$/},{b:/^\-{3}/,e:/$/},{b:/^\*{3} /,e:/$/},{b:/^\+{3}/,e:/$/},{b:/\*{5}/,e:/\*{5}$/}]},{cN:"addition",b:"^\\+",e:"$"},{cN:"deletion",b:"^\\-",e:"$"},{cN:"addition",b:"^\\!",e:"$"}]}});hljs.registerLanguage("go",function(e){var t={keyword:"break default func interface select case map struct chan else goto package switch const fallthrough if range type continue for import return var go defer bool byte complex64 complex128 float32 float64 int8 int16 int32 int64 string uint8 uint16 uint32 uint64 int uint uintptr rune",literal:"true false iota nil",built_in:"append cap close complex copy imag len make new panic print println real recover delete"};return{aliases:["golang"],k:t,i:"</",c:[e.CLCM,e.CBCM,{cN:"string",v:[e.QSM,{b:"'",e:"[^\\\\]'"},{b:"`",e:"`"}]},{cN:"number",v:[{b:e.CNR+"[dflsi]",r:1},e.CNM]},{b:/:=/},{cN:"function",bK:"func",e:/\s*\{/,eE:!0,c:[e.TM,{cN:"params",b:/\(/,e:/\)/,k:t,i:/["']/}]}]}});hljs.registerLanguage("bash",function(e){var t={cN:"variable",v:[{b:/\$[\w\d#@][\w\d_]*/},{b:/\$\{(.*?)}/}]},s={cN:"string",b:/"/,e:/"/,c:[e.BE,t,{cN:"variable",b:/\$\(/,e:/\)/,c:[e.BE]}]},a={cN:"string",b:/'/,e:/'/};return{aliases:["sh","zsh"],l:/\b-?[a-z\._]+\b/,k:{keyword:"if then else elif fi for while in do done case esac function",literal:"true false",built_in:"break cd continue eval exec exit export getopts hash pwd readonly return shift test times trap umask unset alias bind builtin caller command declare echo enable help let local logout mapfile printf read readarray source type typeset ulimit unalias set shopt autoload bg bindkey bye cap chdir clone comparguments compcall compctl compdescribe compfiles compgroups compquote comptags comptry compvalues dirs disable disown echotc echoti emulate fc fg float functions getcap getln history integer jobs kill limit log noglob popd print pushd pushln rehash sched setcap setopt stat suspend ttyctl unfunction unhash unlimit unsetopt vared wait whence where which zcompile zformat zftp zle zmodload zparseopts zprof zpty zregexparse zsocket zstyle ztcp",_:"-ne -eq -lt -gt -f -d -e -s -l -a"},c:[{cN:"meta",b:/^#![^\n]+sh\s*$/,r:10},{cN:"function",b:/\w[\w\d_]*\s*\(\s*\)\s*\{/,rB:!0,c:[e.inherit(e.TM,{b:/\w[\w\d_]*/})],r:0},e.HCM,s,a,t]}});hljs.registerLanguage("python",function(e){var r={keyword:"and elif is global as in if from raise for except finally print import pass return exec else break not with class assert yield try while continue del or def lambda async await nonlocal|10 None True False",built_in:"Ellipsis NotImplemented"},b={cN:"meta",b:/^(>>>|\.\.\.) /},c={cN:"subst",b:/\{/,e:/\}/,k:r,i:/#/},a={cN:"string",c:[e.BE],v:[{b:/(u|b)?r?'''/,e:/'''/,c:[b],r:10},{b:/(u|b)?r?"""/,e:/"""/,c:[b],r:10},{b:/(fr|rf|f)'''/,e:/'''/,c:[b,c]},{b:/(fr|rf|f)"""/,e:/"""/,c:[b,c]},{b:/(u|r|ur)'/,e:/'/,r:10},{b:/(u|r|ur)"/,e:/"/,r:10},{b:/(b|br)'/,e:/'/},{b:/(b|br)"/,e:/"/},{b:/(fr|rf|f)'/,e:/'/,c:[c]},{b:/(fr|rf|f)"/,e:/"/,c:[c]},e.ASM,e.QSM]},s={cN:"number",r:0,v:[{b:e.BNR+"[lLjJ]?"},{b:"\\b(0o[0-7]+)[lLjJ]?"},{b:e.CNR+"[lLjJ]?"}]},i={cN:"params",b:/\(/,e:/\)/,c:["self",b,s,a]};return c.c=[a,s,b],{aliases:["py","gyp"],k:r,i:/(<\/|->|\?)|=>/,c:[b,s,a,e.HCM,{v:[{cN:"function",bK:"def"},{cN:"class",bK:"class"}],e:/:/,i:/[${=;\n,]/,c:[e.UTM,i,{b:/->/,eW:!0,k:"None"}]},{cN:"meta",b:/^[\t ]*@/,e:/$/},{b:/\b(print|exec)\(/}]}});hljs.registerLanguage("julia",function(e){var r={keyword:"in isa where baremodule begin break catch ccall const continue do else elseif end export false finally for function global if import importall let local macro module quote return true try using while type immutable abstract bitstype typealias ",literal:"true false ARGS C_NULL DevNull ENDIAN_BOM ENV I Inf Inf16 Inf32 Inf64 InsertionSort JULIA_HOME LOAD_PATH MergeSort NaN NaN16 NaN32 NaN64 PROGRAM_FILE QuickSort RoundDown RoundFromZero RoundNearest RoundNearestTiesAway RoundNearestTiesUp RoundToZero RoundUp STDERR STDIN STDOUT VERSION catalan e|0 eu|0 eulergamma golden im nothing pi γ π φ ",built_in:"ANY AbstractArray AbstractChannel AbstractFloat AbstractMatrix AbstractRNG AbstractSerializer AbstractSet AbstractSparseArray AbstractSparseMatrix AbstractSparseVector AbstractString AbstractUnitRange AbstractVecOrMat AbstractVector Any ArgumentError Array AssertionError Associative Base64DecodePipe Base64EncodePipe Bidiagonal BigFloat BigInt BitArray BitMatrix BitVector Bool BoundsError BufferStream CachingPool CapturedException CartesianIndex CartesianRange Cchar Cdouble Cfloat Channel Char Cint Cintmax_t Clong Clonglong ClusterManager Cmd CodeInfo Colon Complex Complex128 Complex32 Complex64 CompositeException Condition ConjArray ConjMatrix ConjVector Cptrdiff_t Cshort Csize_t Cssize_t Cstring Cuchar Cuint Cuintmax_t Culong Culonglong Cushort Cwchar_t Cwstring DataType Date DateFormat DateTime DenseArray DenseMatrix DenseVecOrMat DenseVector Diagonal Dict DimensionMismatch Dims DirectIndexString Display DivideError DomainError EOFError EachLine Enum Enumerate ErrorException Exception ExponentialBackOff Expr Factorization FileMonitor Float16 Float32 Float64 Function Future GlobalRef GotoNode HTML Hermitian IO IOBuffer IOContext IOStream IPAddr IPv4 IPv6 IndexCartesian IndexLinear IndexStyle InexactError InitError Int Int128 Int16 Int32 Int64 Int8 IntSet Integer InterruptException InvalidStateException Irrational KeyError LabelNode LinSpace LineNumberNode LoadError LowerTriangular MIME Matrix MersenneTwister Method MethodError MethodTable Module NTuple NewvarNode NullException Nullable Number ObjectIdDict OrdinalRange OutOfMemoryError OverflowError Pair ParseError PartialQuickSort PermutedDimsArray Pipe PollingFileWatcher ProcessExitedException Ptr QuoteNode RandomDevice Range RangeIndex Rational RawFD ReadOnlyMemoryError Real ReentrantLock Ref Regex RegexMatch RemoteChannel RemoteException RevString RoundingMode RowVector SSAValue SegmentationFault SerializationState Set SharedArray SharedMatrix SharedVector Signed SimpleVector Slot SlotNumber SparseMatrixCSC SparseVector StackFrame StackOverflowError StackTrace StepRange StepRangeLen StridedArray StridedMatrix StridedVecOrMat StridedVector String SubArray SubString SymTridiagonal Symbol Symmetric SystemError TCPSocket Task Text TextDisplay Timer Tridiagonal Tuple Type TypeError TypeMapEntry TypeMapLevel TypeName TypeVar TypedSlot UDPSocket UInt UInt128 UInt16 UInt32 UInt64 UInt8 UndefRefError UndefVarError UnicodeError UniformScaling Union UnionAll UnitRange Unsigned UpperTriangular Val Vararg VecElement VecOrMat Vector VersionNumber Void WeakKeyDict WeakRef WorkerConfig WorkerPool "},t="[A-Za-z_\\u00A1-\\uFFFF][A-Za-z_0-9\\u00A1-\\uFFFF]*",a={l:t,k:r,i:/<\//},n={cN:"number",b:/(\b0x[\d_]*(\.[\d_]*)?|0x\.\d[\d_]*)p[-+]?\d+|\b0[box][a-fA-F0-9][a-fA-F0-9_]*|(\b\d[\d_]*(\.[\d_]*)?|\.\d[\d_]*)([eEfF][-+]?\d+)?/,r:0},o={cN:"string",b:/'(.|\\[xXuU][a-zA-Z0-9]+)'/},i={cN:"subst",b:/\$\(/,e:/\)/,k:r},l={cN:"variable",b:"\\$"+t},c={cN:"string",c:[e.BE,i,l],v:[{b:/\w*"""/,e:/"""\w*/,r:10},{b:/\w*"/,e:/"\w*/}]},s={cN:"string",c:[e.BE,i,l],b:"`",e:"`"},d={cN:"meta",b:"@"+t},u={cN:"comment",v:[{b:"#=",e:"=#",r:10},{b:"#",e:"$"}]};return a.c=[n,o,c,s,d,u,e.HCM,{cN:"keyword",b:"\\b(((abstract|primitive)\\s+)type|(mutable\\s+)?struct)\\b"},{b:/<:/}],i.c=a.c,a});hljs.registerLanguage("coffeescript",function(e){var c={keyword:"in if for while finally new do return else break catch instanceof throw try this switch continue typeof delete debugger super yield import export from as default await then unless until loop of by when and or is isnt not",literal:"true false null undefined yes no on off",built_in:"npm require console print module global window document"},n="[A-Za-z$_][0-9A-Za-z$_]*",r={cN:"subst",b:/#\{/,e:/}/,k:c},i=[e.BNM,e.inherit(e.CNM,{starts:{e:"(\\s*/)?",r:0}}),{cN:"string",v:[{b:/'''/,e:/'''/,c:[e.BE]},{b:/'/,e:/'/,c:[e.BE]},{b:/"""/,e:/"""/,c:[e.BE,r]},{b:/"/,e:/"/,c:[e.BE,r]}]},{cN:"regexp",v:[{b:"///",e:"///",c:[r,e.HCM]},{b:"//[gim]*",r:0},{b:/\/(?![ *])(\\\/|.)*?\/[gim]*(?=\W|$)/}]},{b:"@"+n},{sL:"javascript",eB:!0,eE:!0,v:[{b:"```",e:"```"},{b:"`",e:"`"}]}];r.c=i;var s=e.inherit(e.TM,{b:n}),t="(\\(.*\\))?\\s*\\B[-=]>",o={cN:"params",b:"\\([^\\(]",rB:!0,c:[{b:/\(/,e:/\)/,k:c,c:["self"].concat(i)}]};return{aliases:["coffee","cson","iced"],k:c,i:/\/\*/,c:i.concat([e.C("###","###"),e.HCM,{cN:"function",b:"^\\s*"+n+"\\s*=\\s*"+t,e:"[-=]>",rB:!0,c:[s,o]},{b:/[:\(,=]\s*/,r:0,c:[{cN:"function",b:t,e:"[-=]>",rB:!0,c:[o]}]},{cN:"class",bK:"class",e:"$",i:/[:="\[\]]/,c:[{bK:"extends",eW:!0,i:/[:="\[\]]/,c:[s]},s]},{b:n+":",e:":",rB:!0,rE:!0,r:0}])}});hljs.registerLanguage("cpp",function(t){var e={cN:"keyword",b:"\\b[a-z\\d_]*_t\\b"},r={cN:"string",v:[{b:'(u8?|U)?L?"',e:'"',i:"\\n",c:[t.BE]},{b:'(u8?|U)?R"',e:'"',c:[t.BE]},{b:"'\\\\?.",e:"'",i:"."}]},s={cN:"number",v:[{b:"\\b(0b[01']+)"},{b:"(-?)\\b([\\d']+(\\.[\\d']*)?|\\.[\\d']+)(u|U|l|L|ul|UL|f|F|b|B)"},{b:"(-?)(\\b0[xX][a-fA-F0-9']+|(\\b[\\d']+(\\.[\\d']*)?|\\.[\\d']+)([eE][-+]?[\\d']+)?)"}],r:0},i={cN:"meta",b:/#\s*[a-z]+\b/,e:/$/,k:{"meta-keyword":"if else elif endif define undef warning error line pragma ifdef ifndef include"},c:[{b:/\\\n/,r:0},t.inherit(r,{cN:"meta-string"}),{cN:"meta-string",b:/<[^\n>]*>/,e:/$/,i:"\\n"},t.CLCM,t.CBCM]},a=t.IR+"\\s*\\(",c={keyword:"int float while private char catch import module export virtual operator sizeof dynamic_cast|10 typedef const_cast|10 const for static_cast|10 union namespace unsigned long volatile static protected bool template mutable if public friend do goto auto void enum else break extern using asm case typeid short reinterpret_cast|10 default double register explicit signed typename try this switch continue inline delete alignof constexpr decltype noexcept static_assert thread_local restrict _Bool complex _Complex _Imaginary atomic_bool atomic_char atomic_schar atomic_uchar atomic_short atomic_ushort atomic_int atomic_uint atomic_long atomic_ulong atomic_llong atomic_ullong new throw return and or not",built_in:"std string cin cout cerr clog stdin stdout stderr stringstream istringstream ostringstream auto_ptr deque list queue stack vector map set bitset multiset multimap unordered_set unordered_map unordered_multiset unordered_multimap array shared_ptr abort abs acos asin atan2 atan calloc ceil cosh cos exit exp fabs floor fmod fprintf fputs free frexp fscanf isalnum isalpha iscntrl isdigit isgraph islower isprint ispunct isspace isupper isxdigit tolower toupper labs ldexp log10 log malloc realloc memchr memcmp memcpy memset modf pow printf putchar puts scanf sinh sin snprintf sprintf sqrt sscanf strcat strchr strcmp strcpy strcspn strlen strncat strncmp strncpy strpbrk strrchr strspn strstr tanh tan vfprintf vprintf vsprintf endl initializer_list unique_ptr",literal:"true false nullptr NULL"},n=[e,t.CLCM,t.CBCM,s,r];return{aliases:["c","cc","h","c++","h++","hpp"],k:c,i:"</",c:n.concat([i,{b:"\\b(deque|list|queue|stack|vector|map|set|bitset|multiset|multimap|unordered_map|unordered_set|unordered_multiset|unordered_multimap|array)\\s*<",e:">",k:c,c:["self",e]},{b:t.IR+"::",k:c},{v:[{b:/=/,e:/;/},{b:/\(/,e:/\)/},{bK:"new throw return else",e:/;/}],k:c,c:n.concat([{b:/\(/,e:/\)/,k:c,c:n.concat(["self"]),r:0}]),r:0},{cN:"function",b:"("+t.IR+"[\\*&\\s]+)+"+a,rB:!0,e:/[{;=]/,eE:!0,k:c,i:/[^\w\s\*&]/,c:[{b:a,rB:!0,c:[t.TM],r:0},{cN:"params",b:/\(/,e:/\)/,k:c,r:0,c:[t.CLCM,t.CBCM,r,s,e]},t.CLCM,t.CBCM,i]},{cN:"class",bK:"class struct",e:/[{;:]/,c:[{b:/</,e:/>/,c:["self"]},t.TM]}]),exports:{preprocessor:i,strings:r,k:c}}});hljs.registerLanguage("ruby",function(e){var b="[a-zA-Z_]\\w*[!?=]?|[-+~]\\@|<<|>>|=~|===?|<=>|[<>]=?|\\*\\*|[-/+%^&*~`|]|\\[\\]=?",r={keyword:"and then defined module in return redo if BEGIN retry end for self when next until do begin unless END rescue else break undef not super class case require yield alias while ensure elsif or include attr_reader attr_writer attr_accessor",literal:"true false nil"},c={cN:"doctag",b:"@[A-Za-z]+"},a={b:"#<",e:">"},s=[e.C("#","$",{c:[c]}),e.C("^\\=begin","^\\=end",{c:[c],r:10}),e.C("^__END__","\\n$")],n={cN:"subst",b:"#\\{",e:"}",k:r},t={cN:"string",c:[e.BE,n],v:[{b:/'/,e:/'/},{b:/"/,e:/"/},{b:/`/,e:/`/},{b:"%[qQwWx]?\\(",e:"\\)"},{b:"%[qQwWx]?\\[",e:"\\]"},{b:"%[qQwWx]?{",e:"}"},{b:"%[qQwWx]?<",e:">"},{b:"%[qQwWx]?/",e:"/"},{b:"%[qQwWx]?%",e:"%"},{b:"%[qQwWx]?-",e:"-"},{b:"%[qQwWx]?\\|",e:"\\|"},{b:/\B\?(\\\d{1,3}|\\x[A-Fa-f0-9]{1,2}|\\u[A-Fa-f0-9]{4}|\\?\S)\b/},{b:/<<(-?)\w+$/,e:/^\s*\w+$/}]},i={cN:"params",b:"\\(",e:"\\)",endsParent:!0,k:r},d=[t,a,{cN:"class",bK:"class module",e:"$|;",i:/=/,c:[e.inherit(e.TM,{b:"[A-Za-z_]\\w*(::\\w+)*(\\?|\\!)?"}),{b:"<\\s*",c:[{b:"("+e.IR+"::)?"+e.IR}]}].concat(s)},{cN:"function",bK:"def",e:"$|;",c:[e.inherit(e.TM,{b:b}),i].concat(s)},{b:e.IR+"::"},{cN:"symbol",b:e.UIR+"(\\!|\\?)?:",r:0},{cN:"symbol",b:":(?!\\s)",c:[t,{b:b}],r:0},{cN:"number",b:"(\\b0[0-7_]+)|(\\b0x[0-9a-fA-F_]+)|(\\b[1-9][0-9_]*(\\.[0-9_]+)?)|[0_]\\b",r:0},{b:"(\\$\\W)|((\\$|\\@\\@?)(\\w+))"},{cN:"params",b:/\|/,e:/\|/,k:r},{b:"("+e.RSR+"|unless)\\s*",k:"unless",c:[a,{cN:"regexp",c:[e.BE,n],i:/\n/,v:[{b:"/",e:"/[a-z]*"},{b:"%r{",e:"}[a-z]*"},{b:"%r\\(",e:"\\)[a-z]*"},{b:"%r!",e:"![a-z]*"},{b:"%r\\[",e:"\\][a-z]*"}]}].concat(s),r:0}].concat(s);n.c=d,i.c=d;var l="[>?]>",o="[\\w#]+\\(\\w+\\):\\d+:\\d+>",u="(\\w+-)?\\d+\\.\\d+\\.\\d(p\\d+)?[^>]+>",w=[{b:/^\s*=>/,starts:{e:"$",c:d}},{cN:"meta",b:"^("+l+"|"+o+"|"+u+")",starts:{e:"$",c:d}}];return{aliases:["rb","gemspec","podspec","thor","irb"],k:r,i:/\/\*/,c:s.concat(w).concat(d)}});hljs.registerLanguage("yaml",function(e){var b="true false yes no null",a="^[ \\-]*",r="[a-zA-Z_][\\w\\-]*",t={cN:"attr",v:[{b:a+r+":"},{b:a+'"'+r+'":'},{b:a+"'"+r+"':"}]},c={cN:"template-variable",v:[{b:"{{",e:"}}"},{b:"%{",e:"}"}]},l={cN:"string",r:0,v:[{b:/'/,e:/'/},{b:/"/,e:/"/},{b:/\S+/}],c:[e.BE,c]};return{cI:!0,aliases:["yml","YAML","yaml"],c:[t,{cN:"meta",b:"^---s*$",r:10},{cN:"string",b:"[\\|>] *$",rE:!0,c:l.c,e:t.v[0].b},{b:"<%[%=-]?",e:"[%-]?%>",sL:"ruby",eB:!0,eE:!0,r:0},{cN:"type",b:"!!"+e.UIR},{cN:"meta",b:"&"+e.UIR+"$"},{cN:"meta",b:"\\*"+e.UIR+"$"},{cN:"bullet",b:"^ *-",r:0},e.HCM,{bK:b,k:{literal:b}},e.CNM,l]}});hljs.registerLanguage("css",function(e){var c="[a-zA-Z-][a-zA-Z0-9_-]*",t={b:/[A-Z\_\.\-]+\s*:/,rB:!0,e:";",eW:!0,c:[{cN:"attribute",b:/\S/,e:":",eE:!0,starts:{eW:!0,eE:!0,c:[{b:/[\w-]+\(/,rB:!0,c:[{cN:"built_in",b:/[\w-]+/},{b:/\(/,e:/\)/,c:[e.ASM,e.QSM]}]},e.CSSNM,e.QSM,e.ASM,e.CBCM,{cN:"number",b:"#[0-9A-Fa-f]+"},{cN:"meta",b:"!important"}]}}]};return{cI:!0,i:/[=\/|'\$]/,c:[e.CBCM,{cN:"selector-id",b:/#[A-Za-z0-9_-]+/},{cN:"selector-class",b:/\.[A-Za-z0-9_-]+/},{cN:"selector-attr",b:/\[/,e:/\]/,i:"$"},{cN:"selector-pseudo",b:/:(:)?[a-zA-Z0-9\_\-\+\(\)"'.]+/},{b:"@(font-face|page)",l:"[a-z-]+",k:"font-face page"},{b:"@",e:"[{;]",i:/:/,c:[{cN:"keyword",b:/\w+/},{b:/\s/,eW:!0,eE:!0,r:0,c:[e.ASM,e.QSM,e.CSSNM]}]},{cN:"selector-tag",b:c,r:0},{b:"{",e:"}",i:/\S/,c:[e.CBCM,t]}]}});hljs.registerLanguage("fortran",function(e){var t={cN:"params",b:"\\(",e:"\\)"},n={literal:".False. .True.",keyword:"kind do while private call intrinsic where elsewhere type endtype endmodule endselect endinterface end enddo endif if forall endforall only contains default return stop then public subroutine|10 function program .and. .or. .not. .le. .eq. .ge. .gt. .lt. goto save else use module select case access blank direct exist file fmt form formatted iostat name named nextrec number opened rec recl sequential status unformatted unit continue format pause cycle exit c_null_char c_alert c_backspace c_form_feed flush wait decimal round iomsg synchronous nopass non_overridable pass protected volatile abstract extends import non_intrinsic value deferred generic final enumerator class associate bind enum c_int c_short c_long c_long_long c_signed_char c_size_t c_int8_t c_int16_t c_int32_t c_int64_t c_int_least8_t c_int_least16_t c_int_least32_t c_int_least64_t c_int_fast8_t c_int_fast16_t c_int_fast32_t c_int_fast64_t c_intmax_t C_intptr_t c_float c_double c_long_double c_float_complex c_double_complex c_long_double_complex c_bool c_char c_null_ptr c_null_funptr c_new_line c_carriage_return c_horizontal_tab c_vertical_tab iso_c_binding c_loc c_funloc c_associated  c_f_pointer c_ptr c_funptr iso_fortran_env character_storage_size error_unit file_storage_size input_unit iostat_end iostat_eor numeric_storage_size output_unit c_f_procpointer ieee_arithmetic ieee_support_underflow_control ieee_get_underflow_mode ieee_set_underflow_mode newunit contiguous recursive pad position action delim readwrite eor advance nml interface procedure namelist include sequence elemental pure integer real character complex logical dimension allocatable|10 parameter external implicit|10 none double precision assign intent optional pointer target in out common equivalence data",built_in:"alog alog10 amax0 amax1 amin0 amin1 amod cabs ccos cexp clog csin csqrt dabs dacos dasin datan datan2 dcos dcosh ddim dexp dint dlog dlog10 dmax1 dmin1 dmod dnint dsign dsin dsinh dsqrt dtan dtanh float iabs idim idint idnint ifix isign max0 max1 min0 min1 sngl algama cdabs cdcos cdexp cdlog cdsin cdsqrt cqabs cqcos cqexp cqlog cqsin cqsqrt dcmplx dconjg derf derfc dfloat dgamma dimag dlgama iqint qabs qacos qasin qatan qatan2 qcmplx qconjg qcos qcosh qdim qerf qerfc qexp qgamma qimag qlgama qlog qlog10 qmax1 qmin1 qmod qnint qsign qsin qsinh qsqrt qtan qtanh abs acos aimag aint anint asin atan atan2 char cmplx conjg cos cosh exp ichar index int log log10 max min nint sign sin sinh sqrt tan tanh print write dim lge lgt lle llt mod nullify allocate deallocate adjustl adjustr all allocated any associated bit_size btest ceiling count cshift date_and_time digits dot_product eoshift epsilon exponent floor fraction huge iand ibclr ibits ibset ieor ior ishft ishftc lbound len_trim matmul maxexponent maxloc maxval merge minexponent minloc minval modulo mvbits nearest pack present product radix random_number random_seed range repeat reshape rrspacing scale scan selected_int_kind selected_real_kind set_exponent shape size spacing spread sum system_clock tiny transpose trim ubound unpack verify achar iachar transfer dble entry dprod cpu_time command_argument_count get_command get_command_argument get_environment_variable is_iostat_end ieee_arithmetic ieee_support_underflow_control ieee_get_underflow_mode ieee_set_underflow_mode is_iostat_eor move_alloc new_line selected_char_kind same_type_as extends_type_ofacosh asinh atanh bessel_j0 bessel_j1 bessel_jn bessel_y0 bessel_y1 bessel_yn erf erfc erfc_scaled gamma log_gamma hypot norm2 atomic_define atomic_ref execute_command_line leadz trailz storage_size merge_bits bge bgt ble blt dshiftl dshiftr findloc iall iany iparity image_index lcobound ucobound maskl maskr num_images parity popcnt poppar shifta shiftl shiftr this_image"};return{cI:!0,aliases:["f90","f95"],k:n,i:/\/\*/,c:[e.inherit(e.ASM,{cN:"string",r:0}),e.inherit(e.QSM,{cN:"string",r:0}),{cN:"function",bK:"subroutine function program",i:"[${=\\n]",c:[e.UTM,t]},e.C("!","$",{r:0}),{cN:"number",b:"(?=\\b|\\+|\\-|\\.)(?=\\.\\d|\\d)(?:\\d+)?(?:\\.?\\d*)(?:[de][+-]?\\d+)?\\b\\.?",r:0}]}});hljs.registerLanguage("awk",function(e){var r={cN:"variable",v:[{b:/\$[\w\d#@][\w\d_]*/},{b:/\$\{(.*?)}/}]},b="BEGIN END if else while do for in break continue delete next nextfile function func exit|10",n={cN:"string",c:[e.BE],v:[{b:/(u|b)?r?'''/,e:/'''/,r:10},{b:/(u|b)?r?"""/,e:/"""/,r:10},{b:/(u|r|ur)'/,e:/'/,r:10},{b:/(u|r|ur)"/,e:/"/,r:10},{b:/(b|br)'/,e:/'/},{b:/(b|br)"/,e:/"/},e.ASM,e.QSM]};return{k:{keyword:b},c:[r,n,e.RM,e.HCM,e.NM]}});hljs.registerLanguage("makefile",function(e){var i={cN:"variable",v:[{b:"\\$\\("+e.UIR+"\\)",c:[e.BE]},{b:/\$[@%<?\^\+\*]/}]},r={cN:"string",b:/"/,e:/"/,c:[e.BE,i]},a={cN:"variable",b:/\$\([\w-]+\s/,e:/\)/,k:{built_in:"subst patsubst strip findstring filter filter-out sort word wordlist firstword lastword dir notdir suffix basename addsuffix addprefix join wildcard realpath abspath error warning shell origin flavor foreach if or and call eval file value"},c:[i]},n={b:"^"+e.UIR+"\\s*[:+?]?=",i:"\\n",rB:!0,c:[{b:"^"+e.UIR,e:"[:+?]?=",eE:!0}]},t={cN:"meta",b:/^\.PHONY:/,e:/$/,k:{"meta-keyword":".PHONY"},l:/[\.\w]+/},l={cN:"section",b:/^[^\s]+:/,e:/$/,c:[i]};return{aliases:["mk","mak"],k:"define endef undefine ifdef ifndef ifeq ifneq else endif include -include sinclude override export unexport private vpath",l:/[\w-]+/,c:[e.HCM,i,r,a,n,t,l]}});hljs.registerLanguage("java",function(e){var a="[À-ʸa-zA-Z_$][À-ʸa-zA-Z_$0-9]*",t=a+"(<"+a+"(\\s*,\\s*"+a+")*>)?",r="false synchronized int abstract float private char boolean static null if const for true while long strictfp finally protected import native final void enum else break transient catch instanceof byte super volatile case assert short package default double public try this switch continue throws protected public private module requires exports do",s="\\b(0[bB]([01]+[01_]+[01]+|[01]+)|0[xX]([a-fA-F0-9]+[a-fA-F0-9_]+[a-fA-F0-9]+|[a-fA-F0-9]+)|(([\\d]+[\\d_]+[\\d]+|[\\d]+)(\\.([\\d]+[\\d_]+[\\d]+|[\\d]+))?|\\.([\\d]+[\\d_]+[\\d]+|[\\d]+))([eE][-+]?\\d+)?)[lLfF]?",c={cN:"number",b:s,r:0};return{aliases:["jsp"],k:r,i:/<\/|#/,c:[e.C("/\\*\\*","\\*/",{r:0,c:[{b:/\w+@/,r:0},{cN:"doctag",b:"@[A-Za-z]+"}]}),e.CLCM,e.CBCM,e.ASM,e.QSM,{cN:"class",bK:"class interface",e:/[{;=]/,eE:!0,k:"class interface",i:/[:"\[\]]/,c:[{bK:"extends implements"},e.UTM]},{bK:"new throw return else",r:0},{cN:"function",b:"("+t+"\\s+)+"+e.UIR+"\\s*\\(",rB:!0,e:/[{;=]/,eE:!0,k:r,c:[{b:e.UIR+"\\s*\\(",rB:!0,r:0,c:[e.UTM]},{cN:"params",b:/\(/,e:/\)/,k:r,r:0,c:[e.ASM,e.QSM,e.CNM,e.CBCM]},e.CLCM,e.CBCM]},c,{cN:"meta",b:"@[A-Za-z]+"}]}});hljs.registerLanguage("stan",function(e){return{c:[e.HCM,e.CLCM,e.CBCM,{b:e.UIR,l:e.UIR,k:{name:"for in while repeat until if then else",symbol:"bernoulli bernoulli_logit binomial binomial_logit beta_binomial hypergeometric categorical categorical_logit ordered_logistic neg_binomial neg_binomial_2 neg_binomial_2_log poisson poisson_log multinomial normal exp_mod_normal skew_normal student_t cauchy double_exponential logistic gumbel lognormal chi_square inv_chi_square scaled_inv_chi_square exponential inv_gamma weibull frechet rayleigh wiener pareto pareto_type_2 von_mises uniform multi_normal multi_normal_prec multi_normal_cholesky multi_gp multi_gp_cholesky multi_student_t gaussian_dlm_obs dirichlet lkj_corr lkj_corr_cholesky wishart inv_wishart","selector-tag":"int real vector simplex unit_vector ordered positive_ordered row_vector matrix cholesky_factor_corr cholesky_factor_cov corr_matrix cov_matrix",title:"functions model data parameters quantities transformed generated",literal:"true false"},r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"\\d+(?:[eE][+\\-]?\\d*)?L\\b",r:0},{cN:"number",b:"\\d+\\.(?!\\d)(?:i\\b)?",r:0},{cN:"number",b:"\\d+(?:\\.\\d*)?(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{cN:"number",b:"\\.\\d+(?:[eE][+\\-]?\\d*)?i?\\b",r:0}]}});hljs.registerLanguage("javascript",function(e){var r="[A-Za-z$_][0-9A-Za-z$_]*",t={keyword:"in of if for while finally var new function do return void else break catch instanceof with throw case default try this switch continue typeof delete let yield const export super debugger as async await static import from as",literal:"true false null undefined NaN Infinity",built_in:"eval isFinite isNaN parseFloat parseInt decodeURI decodeURIComponent encodeURI encodeURIComponent escape unescape Object Function Boolean Error EvalError InternalError RangeError ReferenceError StopIteration SyntaxError TypeError URIError Number Math Date String RegExp Array Float32Array Float64Array Int16Array Int32Array Int8Array Uint16Array Uint32Array Uint8Array Uint8ClampedArray ArrayBuffer DataView JSON Intl arguments require module console window document Symbol Set Map WeakSet WeakMap Proxy Reflect Promise"},a={cN:"number",v:[{b:"\\b(0[bB][01]+)"},{b:"\\b(0[oO][0-7]+)"},{b:e.CNR}],r:0},n={cN:"subst",b:"\\$\\{",e:"\\}",k:t,c:[]},c={cN:"string",b:"`",e:"`",c:[e.BE,n]};n.c=[e.ASM,e.QSM,c,a,e.RM];var s=n.c.concat([e.CBCM,e.CLCM]);return{aliases:["js","jsx"],k:t,c:[{cN:"meta",r:10,b:/^\s*['"]use (strict|asm)['"]/},{cN:"meta",b:/^#!/,e:/$/},e.ASM,e.QSM,c,e.CLCM,e.CBCM,a,{b:/[{,]\s*/,r:0,c:[{b:r+"\\s*:",rB:!0,r:0,c:[{cN:"attr",b:r,r:0}]}]},{b:"("+e.RSR+"|\\b(case|return|throw)\\b)\\s*",k:"return throw case",c:[e.CLCM,e.CBCM,e.RM,{cN:"function",b:"(\\(.*?\\)|"+r+")\\s*=>",rB:!0,e:"\\s*=>",c:[{cN:"params",v:[{b:r},{b:/\(\s*\)/},{b:/\(/,e:/\)/,eB:!0,eE:!0,k:t,c:s}]}]},{b:/</,e:/(\/\w+|\w+\/)>/,sL:"xml",c:[{b:/<\w+\s*\/>/,skip:!0},{b:/<\w+/,e:/(\/\w+|\w+\/)>/,skip:!0,c:[{b:/<\w+\s*\/>/,skip:!0},"self"]}]}],r:0},{cN:"function",bK:"function",e:/\{/,eE:!0,c:[e.inherit(e.TM,{b:r}),{cN:"params",b:/\(/,e:/\)/,eB:!0,eE:!0,c:s}],i:/\[|%/},{b:/\$[(.]/},e.METHOD_GUARD,{cN:"class",bK:"class",e:/[{;=]/,eE:!0,i:/[:"\[\]]/,c:[{bK:"extends"},e.UTM]},{bK:"constructor",e:/\{/,eE:!0}],i:/#(?!!)/}});hljs.registerLanguage("tex",function(c){var e={cN:"tag",b:/\\/,r:0,c:[{cN:"name",v:[{b:/[a-zA-Zа-яА-я]+[*]?/},{b:/[^a-zA-Zа-яА-я0-9]/}],starts:{eW:!0,r:0,c:[{cN:"string",v:[{b:/\[/,e:/\]/},{b:/\{/,e:/\}/}]},{b:/\s*=\s*/,eW:!0,r:0,c:[{cN:"number",b:/-?\d*\.?\d+(pt|pc|mm|cm|in|dd|cc|ex|em)?/}]}]}}]};return{c:[e,{cN:"formula",c:[e],r:0,v:[{b:/\$\$/,e:/\$\$/},{b:/\$/,e:/\$/}]},c.C("%","$",{r:0})]}});hljs.registerLanguage("xml",function(s){var e="[A-Za-z0-9\\._:-]+",t={eW:!0,i:/</,r:0,c:[{cN:"attr",b:e,r:0},{b:/=\s*/,r:0,c:[{cN:"string",endsParent:!0,v:[{b:/"/,e:/"/},{b:/'/,e:/'/},{b:/[^\s"'=<>`]+/}]}]}]};return{aliases:["html","xhtml","rss","atom","xjb","xsd","xsl","plist"],cI:!0,c:[{cN:"meta",b:"<!DOCTYPE",e:">",r:10,c:[{b:"\\[",e:"\\]"}]},s.C("<!--","-->",{r:10}),{b:"<\\!\\[CDATA\\[",e:"\\]\\]>",r:10},{b:/<\?(php)?/,e:/\?>/,sL:"php",c:[{b:"/\\*",e:"\\*/",skip:!0}]},{cN:"tag",b:"<style(?=\\s|>|$)",e:">",k:{name:"style"},c:[t],starts:{e:"</style>",rE:!0,sL:["css","xml"]}},{cN:"tag",b:"<script(?=\\s|>|$)",e:">",k:{name:"script"},c:[t],starts:{e:"</script>",rE:!0,sL:["actionscript","javascript","handlebars","xml"]}},{cN:"meta",v:[{b:/<\?xml/,e:/\?>/,r:10},{b:/<\?\w+/,e:/\?>/}]},{cN:"tag",b:"</?",e:"/?>",c:[{cN:"name",b:/[^\/><\s]+/,r:0},t]}]}});hljs.registerLanguage("markdown",function(e){return{aliases:["md","mkdown","mkd"],c:[{cN:"section",v:[{b:"^#{1,6}",e:"$"},{b:"^.+?\\n[=-]{2,}$"}]},{b:"<",e:">",sL:"xml",r:0},{cN:"bullet",b:"^([*+-]|(\\d+\\.))\\s+"},{cN:"strong",b:"[*_]{2}.+?[*_]{2}"},{cN:"emphasis",v:[{b:"\\*.+?\\*"},{b:"_.+?_",r:0}]},{cN:"quote",b:"^>\\s+",e:"$"},{cN:"code",v:[{b:"^```w*s*$",e:"^```s*$"},{b:"`.+?`"},{b:"^( {4}|	)",e:"$",r:0}]},{b:"^[-\\*]{3,}",e:"$"},{b:"\\[.+?\\][\\(\\[].*?[\\)\\]]",rB:!0,c:[{cN:"string",b:"\\[",e:"\\]",eB:!0,rE:!0,r:0},{cN:"link",b:"\\]\\(",e:"\\)",eB:!0,eE:!0},{cN:"symbol",b:"\\]\\[",e:"\\]",eB:!0,eE:!0}],r:10},{b:/^\[[^\n]+\]:/,rB:!0,c:[{cN:"symbol",b:/\[/,e:/\]/,eB:!0,eE:!0},{cN:"link",b:/:\s*/,e:/$/,eB:!0}]}]}});hljs.registerLanguage("json",function(e){var i={literal:"true false null"},n=[e.QSM,e.CNM],r={e:",",eW:!0,eE:!0,c:n,k:i},t={b:"{",e:"}",c:[{cN:"attr",b:/"/,e:/"/,c:[e.BE],i:"\\n"},e.inherit(r,{b:/:/})],i:"\\S"},c={b:"\\[",e:"\\]",c:[e.inherit(r)],i:"\\S"};return n.splice(n.length,0,t,c),{c:n,k:i,i:"\\S"}});"></script>
+
+<style type="text/css">code{white-space: pre;}</style>
+<style type="text/css">
+  pre:not([class]) {
+    background-color: white;
+  }
+</style>
+<script type="text/javascript">
+if (window.hljs) {
+  hljs.configure({languages: []});
+  hljs.initHighlightingOnLoad();
+  if (document.readyState && document.readyState === "complete") {
+    window.setTimeout(function() { hljs.initHighlighting(); }, 0);
+  }
+}
+</script>
+
+
+
+<style type="text/css">
+h1 {
+  font-size: 34px;
+}
+h1.title {
+  font-size: 38px;
+}
+h2 {
+  font-size: 30px;
+}
+h3 {
+  font-size: 24px;
+}
+h4 {
+  font-size: 18px;
+}
+h5 {
+  font-size: 16px;
+}
+h6 {
+  font-size: 12px;
+}
+.table th:not([align]) {
+  text-align: left;
+}
+#rmd-source-code {
+  display: none;
+}
+</style>
+
+
+</head>
+
+<body>
+
+<style type="text/css">
+.main-container {
+  max-width: 940px;
+  margin-left: auto;
+  margin-right: auto;
+}
+code {
+  color: inherit;
+  background-color: rgba(0, 0, 0, 0.04);
+}
+img {
+  max-width:100%;
+  height: auto;
+}
+.tabbed-pane {
+  padding-top: 12px;
+}
+.html-widget {
+  margin-bottom: 20px;
+}
+button.code-folding-btn:focus {
+  outline: none;
+}
+</style>
+
+<style type="text/css">
+.kable-table {
+  border: 1px solid #ccc;
+  border-radius: 4px;
+  overflow: auto;
+  padding-left: 8px;
+  padding-right: 8px;
+  margin-bottom: 20px;
+  max-height: 350px;
+}
+
+.kable-table table {
+  margin-bottom: 0px;
+}
+
+.kable-table table>thead>tr>th {
+  border: none;
+  border-bottom: 2px solid #dddddd;
+}
+
+.kable-table table>thead {
+  background-color: #fff;
+}
+</style>
+
+
+<div class="container-fluid main-container">
+
+<!-- tabsets -->
+<script>
+$(document).ready(function () {
+  window.buildTabsets("TOC");
+});
+</script>
+
+<!-- code folding -->
+<style type="text/css">
+.code-folding-btn { margin-bottom: 4px; }
+</style>
+<script>
+$(document).ready(function () {
+  window.initializeSourceEmbed("510_analyse_biodiv_sr_elev_res.Rmd");
+  window.initializeCodeFolding("show" === "show");
+});
+</script>
+
+
+
+
+
+
+<div class="fluid-row" id="header">
+
+<div class="btn-group pull-right">
+<button type="button" class="btn btn-default btn-xs dropdown-toggle" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false"><span>Code</span> <span class="caret"></span></button>
+<ul class="dropdown-menu" style="min-width: 50px;">
+<li><a id="rmd-show-all-code" href="#">Show All Code</a></li>
+<li><a id="rmd-hide-all-code" href="#">Hide All Code</a></li>
+<li role="separator" class="divider"></li>
+<li><a id="rmd-download-source" href="#">Download Rmd</a></li>
+</ul>
+</div>
+
+
+
+<h1 class="title toc-ignore">500 Analyse Biodiv-RS</h1>
+
+</div>
+
+
+<!-- rnb-text-begin -->
+<!-- rnb-text-end -->
+<!-- rnb-text-begin -->
+<div id="compare-pls-and-rf" class="section level1">
+<h1>Compare PLS and RF</h1>
+<!-- rnb-text-end -->
+<!-- rnb-chunk-begin -->
+<!-- rnb-output-begin {"data":"   [1] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n   [7] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\"\n  [13] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\" \n  [19] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n  [25] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\"\n  [31] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n  [37] \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n  [43] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\"\n  [49] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n  [55] \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n  [61] \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\"\n  [67] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n  [73] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n  [79] \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n  [85] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n  [91] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n  [97] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [103] \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [109] \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [115] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [121] \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [127] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [133] \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\" \n [139] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [145] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [151] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [157] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [163] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [169] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [175] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [181] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [187] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [193] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [199] \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [205] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [211] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [217] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [223] \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [229] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [235] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [241] \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [247] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [253] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [259] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [265] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\"\n [271] \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\"\n [277] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [283] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_gam_elev_res\"\n [289] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [295] \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [301] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\"\n [307] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [313] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [319] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [325] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [331] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [337] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [343] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [349] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\"\n [355] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [361] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [367] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [373] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\" \n [379] \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [385] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [391] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [397] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [403] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\"\n [409] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [415] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [421] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\"\n [427] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [433] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [439] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [445] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\" \n [451] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [457] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [463] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [469] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [475] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [481] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [487] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [493] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [499] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [505] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [511] \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\" \n [517] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [523] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\"\n [529] \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [535] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [541] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\"\n [547] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [553] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [559] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [565] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\" \n [571] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [577] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [583] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\" \n [589] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [595] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [601] \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [607] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\"\n [613] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [619] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [625] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [631] \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [637] \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [643] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [649] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [655] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [661] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [667] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [673] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [679] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [685] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [691] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [697] \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [703] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [709] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [715] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [721] \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\"\n [727] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [733] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [739] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [745] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [751] \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [757] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\"\n [763] \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [769] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [775] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [781] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [787] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [793] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [799] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [805] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [811] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [817] \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [823] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [829] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [835] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\" \n [841] \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [847] \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\"\n [853] \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [859] \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [865] \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\"\n [871] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [877] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\"\n [883] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [889] \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [895] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [901] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [907] \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [913] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [919] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\"\n [925] \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [931] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [937] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\"\n [943] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [949] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [955] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\" \n [961] \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [967] \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\"\n [973] \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [979] \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [985] \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\"\n [991] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [997] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [ reached getOption(\"max.print\") -- omitted 200 entries ]\n"} -->
+<pre><code>   [1] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+   [7] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot;
+  [13] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot; 
+  [19] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+  [25] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot;
+  [31] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+  [37] &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+  [43] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot;
+  [49] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+  [55] &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+  [61] &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot;
+  [67] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+  [73] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+  [79] &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+  [85] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+  [91] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+  [97] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [103] &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [109] &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [115] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
+ [121] &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [127] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [133] &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot; 
+ [139] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [145] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [151] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [157] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [163] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [169] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [175] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [181] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [187] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [193] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [199] &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [205] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [211] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [217] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [223] &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [229] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [235] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [241] &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [247] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [253] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [259] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [265] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot;
+ [271] &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot;
+ [277] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [283] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot;
+ [289] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [295] &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [301] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot;
+ [307] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [313] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [319] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [325] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [331] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [337] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [343] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [349] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot;
+ [355] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [361] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [367] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [373] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot; 
+ [379] &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [385] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [391] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [397] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [403] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot;
+ [409] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [415] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [421] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot;
+ [427] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [433] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [439] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [445] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot; 
+ [451] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [457] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [463] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [469] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [475] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [481] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [487] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [493] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [499] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [505] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [511] &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot; 
+ [517] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [523] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot;
+ [529] &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [535] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
+ [541] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot;
+ [547] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [553] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [559] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [565] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot; 
+ [571] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [577] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [583] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot; 
+ [589] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
+ [595] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [601] &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [607] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot;
+ [613] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [619] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [625] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [631] &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [637] &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [643] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [649] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [655] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [661] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [667] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [673] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
+ [679] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [685] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
+ [691] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [697] &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [703] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [709] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [715] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [721] &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot;
+ [727] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [733] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [739] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
+ [745] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [751] &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [757] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot;
+ [763] &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [769] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [775] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [781] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [787] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [793] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
+ [799] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [805] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
+ [811] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [817] &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [823] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [829] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
+ [835] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot; 
+ [841] &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [847] &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot;
+ [853] &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [859] &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
+ [865] &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot;
+ [871] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
+ [877] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot;
+ [883] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
+ [889] &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [895] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [901] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [907] &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [913] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [919] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot;
+ [925] &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [931] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [937] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot;
+ [943] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
+ [949] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [955] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot; 
+ [961] &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
+ [967] &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot;
+ [973] &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [979] &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
+ [985] &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot;
+ [991] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
+ [997] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
+ [ reached getOption(&quot;max.print&quot;) -- omitted 200 entries ]</code></pre>
+<!-- rnb-output-end -->
+<!-- rnb-chunk-end -->
+<!-- rnb-text-begin -->
+<!-- rnb-text-end -->
+<!-- rnb-chunk-begin -->
+<!-- rnb-chunk-end -->
+<!-- rnb-text-begin -->
+</div>
+<div id="check-performance-of-pls-and-rf" class="section level1">
+<h1>Check performance of PLS and RF</h1>
+<!-- rnb-text-end -->
+<!-- rnb-chunk-begin -->
+<!-- rnb-chunk-end -->
+<!-- rnb-text-begin -->
+</div>
+<div id="collect-variable-importance" class="section level1">
+<h1>Collect variable importance</h1>
+<div id="number-of-variables" class="section level2">
+<h2>Number of variables</h2>
+<!-- rnb-text-end -->
+<!-- rnb-chunk-begin -->
+<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxucGxzX3JmX3Jlc19sb25nID0gbWVsdChwbHNfcmZfcmVzW3Bsc19yZl9yZXMkUmVzYW1wbGUgPT0gXCJNZWFuXCIsIGMoMSwgMiwgNiwgMTMpXSwgaWQudmFycyA9IGMoXCJwdHlwZVwiLCBcInJlc3BcIikpXG5nZ3Bsb3QoZGF0YSA9IHBsc19yZl9yZXNfbG9uZywgYWVzKHggPSB2YXJpYWJsZSwgeSA9IHZhbHVlLCBmaWxsID0gcHR5cGUpKSArXG4gIGdlb21fYm94cGxvdCgpICsgXG4gIGxhYnMobGlzdCh4ID0gXCJNb2RlbHNcIiwgeSA9IFwiTnVtYmVyIG9mIHZhcmlhYmxlc1wiICxcbiAgICAgICAgICAgIGZpbGwgPSBcIlByZWRpY3RvciBTZXRcIikpICtcbiAgdGhlbWVfYncoKVxuYGBgIn0= -->
+<pre class="r"><code>pls_rf_res_long = melt(pls_rf_res[pls_rf_res$Resample == &quot;Mean&quot;, c(1, 2, 6, 13)], id.vars = c(&quot;ptype&quot;, &quot;resp&quot;))
+ggplot(data = pls_rf_res_long, aes(x = variable, y = value, fill = ptype)) +
+  geom_boxplot() + 
+  labs(list(x = &quot;Models&quot;, y = &quot;Number of variables&quot; ,
+            fill = &quot;Predictor Set&quot;)) +
+  theme_bw()</code></pre>
+<!-- rnb-source-end -->
+<!-- rnb-chunk-end -->
+<!-- rnb-text-begin -->
+</div>
+</div>
+<div id="variable-importance-for-pls" class="section level1">
+<h1>Variable importance for PLS</h1>
+<!-- rnb-text-end -->
+<!-- rnb-chunk-begin -->
+<!-- rnb-chunk-end -->
+<!-- rnb-text-begin -->
+</div>
+<div id="variable-importance-for-rf" class="section level1">
+<h1>Variable importance for RF</h1>
+<!-- rnb-text-end -->
+<!-- rnb-chunk-begin -->
+<!-- rnb-chunk-end -->
+<!-- rnb-text-begin -->
+</div>
+<div id="trophic-levels" class="section level1">
+<h1>Trophic levels</h1>
+<!-- rnb-text-end -->
+<!-- rnb-chunk-begin -->
+<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxudmFyX2ltcF9sZXZlbHMgPSB2YXJfaW1wXG5mb3IoaSBpbiBzZXEobGVuZ3RoKHZhcl9pbXBfbGV2ZWxzKSkpe1xuICB2YXJfaW1wX2xldmVsc1tbaV1dJFJFU1BPTlNFID0gdGwkTGV2ZWxbZ3JlcCh2YXJfaW1wX2xldmVsc1tbaV1dJFJFU1BPTlNFWzFdLCB0bCRTcGVjaWVzKV1cbn1cbnBsb3RWYXJJbXBIZWF0bWFwKHZhcl9pbXBfbGV2ZWxzLCB4bGFiID0gXCJTcGVjaWVzXCIsIHlsYWIgPSBcIkJhbmRcIilcbmBgYCJ9 -->
+<pre class="r"><code>var_imp_levels = var_imp
+for(i in seq(length(var_imp_levels))){
+  var_imp_levels[[i]]$RESPONSE = tl$Level[grep(var_imp_levels[[i]]$RESPONSE[1], tl$Species)]
+}
+plotVarImpHeatmap(var_imp_levels, xlab = &quot;Species&quot;, ylab = &quot;Band&quot;)</code></pre>
+<!-- rnb-source-end -->
+<!-- rnb-chunk-end -->
+<!-- rnb-text-begin -->
+<p>When you save the notebook, an HTML file containing the code and output will be saved alongside it (click the <em>Preview</em> button or press <em>Ctrl+Shift+K</em> to preview the HTML file).</p>
+<p>The preview shows you a rendered HTML copy of the contents of the editor. Consequently, unlike <em>Knit</em>, <em>Preview</em> does not run any R code chunks. Instead, the output of the chunk when it was last run in the editor is displayed.</p>
+<!-- rnb-text-end -->
+</div>
+
+<div id="rmd-source-code">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</div>
+
+
+
+</div>
+
+<script>
+
+// add bootstrap table styles to pandoc tables
+function bootstrapStylePandocTables() {
+  $('tr.header').parent('thead').parent('table').addClass('table table-condensed');
+}
+$(document).ready(function () {
+  bootstrapStylePandocTables();
+});
+
+$(document).ready(function () {
+  $('.knitsql-table').addClass('kable-table');
+  var container = $('.kable-table');
+  container.each(function() {
+
+    // move the caption out of the table
+    var table = $(this).children('table');
+    var caption = table.children('caption').detach();
+    caption.insertBefore($(this)).css('display', 'inherit');
+  });
+});
+
+</script>
+
+<!-- dynamically load mathjax for compatibility with self-contained -->
+<script>
+  (function () {
+    var script = document.createElement("script");
+    script.type = "text/javascript";
+    script.src  = "https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML";
+    document.getElementsByTagName("head")[0].appendChild(script);
+  })();
+</script>
+
+</body>
+</html>

From 01e9656d1e48835d937cf63415ff73ef6b167d65 Mon Sep 17 00:00:00 2001
From: "Nauss, Thomas" <nauss@staff.uni-marburg.de>
Date: Sat, 26 Jan 2019 18:22:11 +0100
Subject: [PATCH 42/65] Add combined 2step analysis

---
 src/001_functions.R                          |  57 +++-
 src/400_compile_analyse_biodiv_sr.R          |   6 +-
 src/410_compile_analyse_biodiv_sr_elev_res.R |   2 +-
 src/500_analyse_biodiv_sr.nb.html            |  10 +-
 src/510_analyse_biodiv_sr_elev_res.Rmd       |  22 +-
 src/510_analyse_biodiv_sr_elev_res.nb.html   | 176 +----------
 src/520_analyse_biodiv_sr_two_step.Rmd       | 136 +++++++++
 src/520_analyse_biodiv_sr_two_step.nb.html   | 290 +++++++++++++++++++
 8 files changed, 503 insertions(+), 196 deletions(-)
 create mode 100644 src/520_analyse_biodiv_sr_two_step.Rmd
 create mode 100644 src/520_analyse_biodiv_sr_two_step.nb.html

diff --git a/src/001_functions.R b/src/001_functions.R
index 7897b1f..c13d21e 100644
--- a/src/001_functions.R
+++ b/src/001_functions.R
@@ -16,6 +16,24 @@ visCheck = function(datapath, polygonfile, band = 109){
 }
 
 
+
+# Compute predictions ----------------------------------------------------------
+compPredictions = function(model, input){
+  if(inherits(model, "try-error")){
+    predictions = NA
+  } else {
+    non_na_pos = which(
+      complete.cases(
+        input[, model$selectedvars]))
+    
+    predictions = NA
+    predictions[non_na_pos] = predict(model, input[non_na_pos,])
+  }
+  return(predictions)
+}
+
+
+
 # Compile residual datasets ----------------------------------------------------
 compResData = function(comb_sr, pt, mt){
   comb_sr_elev_res = comb_sr
@@ -35,9 +53,9 @@ compResData = function(comb_sr, pt, mt){
       act_predictions = NA
       act_predictions[non_na_pos] = predict(act_model$model, comb_sr@data$input[non_na_pos,])
     }  
-      comb_sr_elev_res@data$input[, act_model$response] = 
-        comb_sr_elev_res@data$input[, act_model$response] - 
-        act_predictions
+    comb_sr_elev_res@data$input[, act_model$response] = 
+      comb_sr_elev_res@data$input[, act_model$response] - 
+      act_predictions
     
     colname_pos = grep(act_model$response, colnames(comb_sr_elev_res@data$input))
     colnames(comb_sr_elev_res@data$input)[colname_pos] = 
@@ -71,7 +89,7 @@ compModels = function(model, pt, mt, outpath){
                        cv_nbr = NULL,
                        var_selection = "indv",
                        filepath_tmp = NULL)
-
+    
     outfile_name =   gsub("[*]", "", paste0(outpath, 
                                             "ki_sr_", pt, "_non_scaled_", mt, "_", 
                                             model@meta$input$RESPONSE_FINAL,
@@ -126,6 +144,37 @@ modelPerformance = function(model){
 
 
 
+# Compile two step prediction datasets -----------------------------------------
+comp2StepPred = function(comb_sr_two_step, model, model_res){
+
+  smr = lapply(seq(length(model)), function(i){
+    mi = model[[i]][[1]]
+    mi_res = model_res[[i]][[1]]
+    
+    mi_pred = compPredictions(mi$model, comb_sr_two_step@data$input)
+    mi_res_pred = compPredictions(mi_res$model, comb_sr_two_step@data$input)
+    
+    rmse_1step = sqrt(mean((comb_sr_two_step@data$input[, mi$response]-(mi_pred))**2, na.rm = TRUE))
+    rmse_2step = sqrt(mean((comb_sr_two_step@data$input[, mi$response]-(mi_pred + mi_res_pred))**2, na.rm = TRUE))
+    pmean = mean(comb_sr_two_step@data$input[, mi$response], na.rm = TRUE)
+    psd = sd(comb_sr_two_step@data$input[, mi$response], na.rm = TRUE)
+    rmse_1step_nd = rmse_1step/psd
+    rmse_2step_nd = rmse_2step/psd
+    
+    data.frame(mtype1 = mi$model$method,
+               mtype2 = mi_res$model$method,
+               resp =  mi$response,
+               RMSE1 = rmse_1step,
+               RMSE2 = rmse_2step,
+               RMSE_normSD1 = rmse_1step_nd,
+               RMSE_normSD2 = rmse_2step_nd)
+    
+  })
+  smr = do.call("rbind", smr)
+  return(smr)
+}
+
+
 # Spectral rao -----------------------------------------------------------------
 ######### SPECTRALRAO #############################
 ## Developed by Matteo Marcantonio
diff --git a/src/400_compile_analyse_biodiv_sr.R b/src/400_compile_analyse_biodiv_sr.R
index dcc36ea..d47b0eb 100644
--- a/src/400_compile_analyse_biodiv_sr.R
+++ b/src/400_compile_analyse_biodiv_sr.R
@@ -6,10 +6,14 @@ dir.create(path_compile_analysis_sr, showWarnings = FALSE)
 
 
 # Combine all models into one gpm object
-ptypes = c("*elui*", "*kmra*", "*spec*", "*elsp*")
 mtypes = c("*gam*", "*pls*", "*rf*")
 
 all_models = lapply(mtypes, function(mt){
+  if(mt == "*gam*"){
+    ptypes = c("*elev*", "*elui*", "*kmra*", "*spec*", "*elsp*")
+  } else {
+    ptypes = c("*elui*", "*kmra*", "*spec*", "*elsp*")
+  }
   all_pmodels = lapply(ptypes, function(pt){
     model_files = list.files(path_model_gpm_sr, full.names = TRUE,
                              pattern = glob2rx(paste0(pt, mt)))
diff --git a/src/410_compile_analyse_biodiv_sr_elev_res.R b/src/410_compile_analyse_biodiv_sr_elev_res.R
index 4a89930..53d3aaf 100644
--- a/src/410_compile_analyse_biodiv_sr_elev_res.R
+++ b/src/410_compile_analyse_biodiv_sr_elev_res.R
@@ -13,7 +13,7 @@ rtypes = c("*gam_elev_res*", "*pls_elui_res*", "*rf_elui_res*")
 all_models = lapply(mtypes, function(mt){
   all_pmodels = lapply(rtypes, function(rt){
     model_files = list.files(path_model_gpm_sr_res, full.names = TRUE,
-                             pattern = glob2rx(paste0(pt, mt)))
+                             pattern = glob2rx(paste0(mt, rt)))
     
     all_models = readRDS(model_files[[1]])
     
diff --git a/src/500_analyse_biodiv_sr.nb.html b/src/500_analyse_biodiv_sr.nb.html
index 5ed2f08..80307d4 100644
--- a/src/500_analyse_biodiv_sr.nb.html
+++ b/src/500_analyse_biodiv_sr.nb.html
@@ -183,7 +183,7 @@ <h1>Compare PLS and RF</h1>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
 <!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
-<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAArwAAAGwCAMAAAB8TkaXAAABa1BMVEUAAAAAADoAAGYAOpAAZrYAv8QzMzM6AAA6ADo6AGY6OmY6OpA6kJA6kNtNTU1NTW5NTY5Nbm5Nbo5NbqtNjqtNjshmAABmADpmAGZmOgBmOpBmZjpmZmZmtrZmtttmtv9uTU1uTW5uTY5ubm5ubo5ubqtujo5uq6tuq8huq+R8rgCOTU2OTW6OTY6Obk2Obm6Ojk2Ojm6Ojo6OjsiOq46Oq6uOyMiOyOSOyP+QOgCQOjqQOmaQkDqQkGaQtpCQ2/+rbk2rbm6rbo6rjm6rjqurq46rq8iryKuryMiryP+r5OSr5P+2ZgC2Zjq2kDq22/+2///HfP/Ijk3Ijm7Iq27Iq47Iq6vIyI7IyOTI5KvI5P/I/8jI/+TI///bkDrbkJDbtmbb/7bb///kq27kq47kyI7k5Kvk5OTk5P/k/8jk///r6+v4dm3/tmb/yI7/yKv/25D/27b/5Kv/5Mj//7b//8j//9v//+T///8f8xopAAAACXBIWXMAAA7DAAAOwwHHb6hkAAAgAElEQVR4nO2di58dt3XflxI5lJpwSVcmreZF2o4fJOUkdRtlmVjhyonl1mRbiqkbJw03iagmLqldMTSXO39+Bs85OOdgBvMG7j2/z4fce3GBwWO+gzk4AGYOapGoUB1sXQCRaKwEXlGxEnhFxUrgFRUrgVdUrAReUbEaDm8lEhEtgGa/RsALPr+kPzNBqWGbRNujgiyYg8C7a2c0t4IIvAJvsQUReAXeYgsi8Aq8xRZE4BV4iy2IwCvwFlsQgVfgLbYgAq/AW2xBBF6Bt9iCCLwCb7EFEXgF3vRoZs4/g4IsnoPAu3Nn1KxY2b4gy+cg8O7cGRV4l5XAK/DOEE3g3bUzKjbvwhJ496cgAq/AW2xBBF6Bt9iCCLwCb7EFEXgF3mILIvAKvMUWROAVeIstiMAr8BZbEIFX4C22IAKvwFtsQQRegbfYggi8Am+xBRF4Bd5iCyLwCrzFFkTgFXiLLYjAK/AWWxCBV+AttiACr8BbbEEE3rp6KRIhFQMv+JxlLyAFWT8HgXfXzmhuBRF4Bd5iCyLwCrzFFkTgFXiLLYjAK/AWWxCBV+AttiACr8BbbEEEXoG32IIIvAJvsQUReAXeYgsi8Aq8xRZE4N0/eCv9L4OCZJyDwJvpGRV4Bd7+sEzPqMAr8PaHZXpGBV6Btz8s0zMq8Aq8/WGZnlGBV+DtD8v0jAq8Am9/WKZndDV4KQECb6cEXoF3hmgCr8C7dA6LRRN4Bd6lc1gsmsAr8C6dw2LRBN69hdc0qcA7VAKvwDtDNIFX4F0sh6lJBd6+MIF3sRymJhV4+8IE3sVymJpU4O0LE3gXy2FqUoG3L0zgXSyHqUkF3r4wgXexHNKSVlU1MgeBV+BdLIekpFVl6BV4R4QJvCOTCrypEniHHa0SeJeSwCvwtgcTm3d0mMA7PIdZ4R0fTeAVeIfnIPDG9Po7z8zfO4eHRy5Q4I1HE3hXVRe8Z4c3NLznHz2qX3/7kQ0VeOPRBN5V1QHv0+s/Nz3v2U317cgGC7zDogm8iynJbKhN72udKVu/bXFtVfbfyGiJSdNijjn6Gsoa3ovjuy5Qet5h0aTnXUxp8J7f9+wKvAOjCbyLKdHbcNQGCrzDogm8iykF3oDdfYTXzZv2RBN4V1YvvM2/54dKRzZwH+G9d++ewNsVliG8rATeWDSBd2UJvOXDm5BDNEzgrbuDBN6EpALvcAm8Au8M0QRegTehbAJvq52EVzu2VoZXe9ME3lW1i/Aat+zc8FJXb5jpV18JvCtL4B0Ab9URTeBdXwJvyfCaQgm8ycof3mVs3gR42VnkReH9Sl8y27e5wLtJtDltXnZcVxK8sd0gAm9vWN7w9kQTeNfX3sA7ZBGAwDu4IMzvy0vgFXhJQYYfTeAVeBPKJvC2EngFXlKQ4UcTeIuHt3hXmcA7OmyX4UW/CLxzSOBdxWzAXO8HvK+uvvOk+fPm1rtfBOGnOthEee8hm/Tf/hcbHErgFXhJQYYfLQbvpYf6z2B4Y0yHEnjngrfRNvCyO5szgff3rjV/Tn5P4B0WDZ/SbeFd0uZly5YJvL//O1/Ub//8kwbetw8ODi7XyoY4uPRJA6/63vxxlL66enBwcLu2werbNfaQgXYVXjJ4WstsIP3g4t6GnOH9g79o+Pytf3r3i7cPLtfq35tb15p/7zxRn+uTd7+w8Oo/r67eRsE9EnhHwUuPBuBFGe8zvLdPbten107f/UJbCs1/+u+J/fvm1m0H7/vGkEDBPdoneJPX+Aq8gwvC/K7hPb1cP76t4FVmb4Pkif77/pOTA61rjtLHxqjAwd3aAN7RLTQoGmPzCryJBRl+tCi8b37nnz98wsFrx3AtpY0x/A4T3KXS4U1+gc2K8NYCr1EDb/0/PrlcK3iV08yZDervJTtQA5Q25gIXHFfh8Ka/OmwteP2v/oey4FVPDx9+tDi8JwfXFLztgO2yHbA1fWyDqqVUM918dsENx+wRQ+02vOAOLvCmVTXlgZhMQZjfDbyKztOIq6zpZl0Xe3qgv7rgxga+zB4y0E7DC8/EaHhZB67AmwLv0ioc3m6bdx54uXlfgVfgHZp0YDSBtzdsUZt3ae00vLPYvAPgdddKyfDyYTqoY4pb4J0f3jDXxeF1OewmvF2LiwTesuEFD9qD3f1YeGOmvMDbagS8k184N8db68bkOi5jBy8+GpMBeRvggPcP4phJhXXwpsRNOl48rHqp4Y1ELAZe8HmMaZ88rTA2Bz5o6Z7X9LK72/NWeARRZs8LPo+BVy/+F3jJ0TKAl+1XWnhRoMA7JOmkaBF4+98OuE/wcqdG4AXJBV426Y7DuwjdAq/ACw8n8HaFCbx80vHwpm/AZGIKvHV3UFjNvLwNhcNb0cXvbA5t7K5oAi+TJFN4AW4dSbOHl5Qt1r4bwFtRRWKO0T6bDWYNVdHwMjavJSQTeL/CEnhHROPhVbNTPUl3B94NbN4EeN3G4Xh4LIbA6x5oE006BN46b3hTrlO+cJvCG1UAr35siX6QSYfmgpfWd0F44bKZNtDB27XkJHUnRTbwxm3ezOB98+FP9EagBtLTADq9j1iFq5/sH1YQXv24kl6VCS/3lrQ14E3yBcwLL5dDNGzDAZt6eOTpOwrNNx8+qU9a9h5fU98Gwpu2ZXPv4B1oNlQhvClo7TC8XT1vg9vbP3+o4P0W3OiuvjU4D+5514DXucoygndWm5fC2zdO2ld4FbKPb2tCrx5c8vw2VoPaQTwQXvjoybgmwsufqsSko6P1wNuXNAVel5SFF1c2U3hnX1XWB6/pedW3U/8YVGVE1PVws+Fg+QGbwEuT7im8t/SzdBo0FbgtvMrmNeEK75N3EnveJE2G14ZtAm+AkcC7sdnwu87b8Bh7G2z4ycHBb38o8Bp4IUduanUVeLuTpsOLZgS3htfXbJS34VspzyPrkodXuxrcY9C6UuwMvPbELw9vGGMKvLgT3xjetjgxeMOjhMLw2lmGS+lIbwRvJfDioNHwpniSo2Ebwjtd+wUvtHl3Bt753gYUg7cSeMOD9I5iJubQ620oEV7W5nXwhvmsAW+/zRskmF3bwXvlSmHw9oy6XNJZ4GWdVrRwS8DLrHqOwotqsLYE3iHwAiqjBZkH3ujSO4G31W7CS068wBsJ2xV4D5zWg3d6e/Nhg+HtKMhweCtgCgq8iRHGaKNJit2G9/PP9e9uGoSWTeCdRXsML5xhGwZv53AKwMtOIUyHt4LRNoCXzJVlAO/JpYfaeOh56avA24fWzsN7TysneNUrsNzbYVOLUTS8480GgTcV3q61DdPl4X374Jp591B9gl4wj8sDPmcAb8VFGwKvbs8OY7Y8eDsM8u6gBeC9h7UIvMZVZt9T2JWiAv9nCa+9wAfAW20KL7e3ROBNUQiv7nQHwUvKkgG8ZtloOfAyu/o2grdi91gvCO/bB2iIlfC0hlbAbLhttw8/TjEbpsMbMDMgqcC7GLw65arwEkITkG3VDtiaXlebvKcH3dswdxDeXpvXFXZReOFoJht4fWc8P7yv/sN/gst3k5/W0Aq4yh4rL9nbB32LgXfNbAi9DVPh1VE74GVcxB5eMGHe40kOk1Yv+y5An7QnqOIWXU6Ct8PboN9M3BKa/LSGVmMnKXKGd9iALQXedLNBVasTXpp0Ory9po9P2hNUkXeET4W3q+c1kNpv6U9raNUB7/n9ww9e6E+v7xzeeBaWcxZ40VUu8I40G1CvVia8yU9raBWH9+L4qH5+U306/+hR/dxyPCu8n9uzPCjpdLOh8tGS4K2qIuBtG7NMeJOf1tAqDu/5j57Vr7+jOtzX33uhv8Fy7g+8/ozmC+/LHYA3/WkNrYCrDC2J1Mg2fS7sefUlHrwCceTLF5v2tvCOSw+PREI0vCSsQmWu7ObF8Cjsqy31GQXv0KzI8dvIFl6fw73w/ZRM0soWVyXtiAYL5D/pCpjM2sYc36auqqi86EWeDl4YLQZv14AthDf5aQ0MvOoxk4GP7OwDBy+wfussel56zaf0vL7lQM9bVUX3vKZE5nFrWfa86RHGKDAbHkN+25739bcf1Wc3ArPBj4ZLgte196JmA+hfovAyI8c6Y3ixS35WeIc/raEVsnmV8WD5bW1e0Ae7YvjG3U94446sleANypsAL22lzqqG5cWPrMqz59V6+8DYvBfHd623get5J8Grm2JH4cVmQ+gNXAFeyxkBtcLvjtGHSZmkUK10BRYuU3ibntd34MbSVZ3v2eHhddfxUnjDciXBqy7lkuEdYPOuD685XHhWKJUrw7uIwodLp5ge+cFb0Sdx5ANvqtlQZQJvxGzIHN7TRKM5O3iZzmIQvMERBN4S4SV+3pjygpd4D0fB2zPYYeFl352ZDm8Fg1aAN9XmdVUFBSHwMm3OFBRnNr9GLsyZAK+Zbp0NXujA9UFj4WVHYjsCL1MvVJCdgPcfl+x5q0Xg7bV5ba5tDXh4OWbS4HXuMQgvzLRGSUuE11U/Q2/D44MDtZHiza1FzYYF4MU5LAMv8NRzhqvtigReXgvDe/LOE7WDGM8S88UA8KIbSBK88/l5U+FNNBs64IVnLxHebcwGU5IArYg5xMGLTIKJ8FZUkZhjFG59P333fx5072Bj4O0ikLniAbwc96h6Y+A1x+XhrXyh8oQX5jAfvF/x9WLgrZmraAq8V7AWgVfvHn51te95OdPhrWvvbWDgZYEO1QevzXZdeAOb132ObQNaFl5qNvTCW8GjlQtvL7u1v7zryfAyZsMoeMnAfyi8ALfB8CLjMow2K7yuMXcL3kH7hUMheN9LnWHLBl4HA8k2U3gnmA2D4XVNOQVeO+jcKXhnMRu4AdtQm3cWeKeYDQje0CkRgxdeo5Pg1eEReEP7hTvcpvC++fAnbvn5aTAzZr7Zn+2WeLtWPdQUeKteeNlRbje8YT6cXbmA2dAJbz0E3pcgqAtecBrzgxd5BRfyNry59e4Xp3q7j9q/dnLZh5tv9me7JV49E+cU+xJGPhk9Fd4oDGPgtXXfC3gjvq26NHi7et6muzQvzg5fJ2i/2Z/bLfH06FOmhwuEF3iRpsALbZVF4LXHSIPXnYZZbd4V4FWQPr6tt7JdhTaB+WZ/dlvif4vx4I6Ftx00bwQv1wkGaVl4deNV7dHsHoGB8PoT35YzqEMu8IJMJ8Hrbvjzw2t6XvUttAmab/bndks8PfqUJ+asDW9g806GV58mVJCV4YX94h7Ce+uy3eyuwG3htd/sz3ZLvLJ5CcBT3kmxOrwu2lbwtuONVeBlntdYx+FFBm4UXpzDsmZD14DtW7/rvA2Pg4GW+WZ/dm6GTm9DsuaAV6k0eI15Eda+LWdQBwwviJI/vPWcA7auCPit78N+VtoEXnd57yO8BowF4E01G/rhhTmsCC/aBJ87vMFdZDK84GBReIG3wcMLB2xRv/Q9uOLG174tZ1CHDngtMxPghf0iaJHkVWXZwDtdM8DbQWAEBmxYcUkHwwsvhS54oeEKghaEN2yhyfByDQfgtfEEXk6+ou4OmCm8YXdn/WKIQGc2BEcbD28VPjzKwxvM6Bt4Qf+5Arzbmw2LaAZ4x5sN68HrgFkU3rYD90dLhtcWLj94/VV/xbevwDs7vKHNi9wy28HrqIT1YswGVJCp8Ia174EXGlLucDCag9dlsAvwckPwxeHVd2Ye3vDwtHkXNxtYeO3Tc4N6WXihb2savHDQaZIGte+DN+yzF4F3EbonwovPaCq8NT9opvlgKn2yDOFlbd4OeNFuoSnwBn7HCLwVgZfcOwVeGDcO70toazFJ14MXXEUD4G0tQFoHDC9egr0hvIFjxfrxJsDrYah7JPBOhxeZOerrS3y0RHjd4TvgNYXNC144HxOFtw7s4F2ElxkA1Ry8+HZl442Cd6rNG5wqE7wcvOYDhdc0XC+8aMS5MrwgbAK8FVUk5hhNm6RYH946cXo4a3hDGKLwojU9K8Db1iGAN7zYBsH7OZbAW9cCL8y0D15rbI2EF5k5Am+m8FbJ08N+0UKe8LJe7iHwQt/vcvCSt74PUvHw+j4lTDsA3qBwFZfphvCGVQA1DjKlfl4K7717LLzUU78mvBP2vdc5whu2Rx+89vNK8MJJvHnhdRNxc8HL1h5v18MjMVCHFcwG9Nb35A3vrRaAF6IxHt7IHbxOgrfOD16YJ4LXKRHe4TbvhvB2eBvCt76nb3hvNQJe+L7EK+37HpkXNAYvniQvfoy8q7H/LZNB0sq+BhJHwaH65Y46YVBeXDg2T2g2wAxidQiOZlsJlAYw44tqzQaY1OAWVumlfVEmfsHnFfg60eolfZGlO5qPVvnu/go5gy9hK1W2Cm00By+o6aiel7z1vU7a8D4JXvBpyZ43smeQ9ry4lzHBvNVX17PZvGi2BNaB6XnhaRtp89oWifW8oZXa3/P67n4zsyF8fWvyhvdWOwtvxGwYBy8zHzPEbAgs0qXgDS2MNHhHmg2tATAjvHXqhvdWU+Ct9wVe7jrtgjcob4UWLC4CLx7EzW7zIqeEOzXzwZu+4b3V8vC629lIeMFp8W4xgRdnigvCwKtt9LHw4v1eyfB2DdjCnjd5w3urGeANbUvyDEfXjOPghRX2/XgVuCFXghf3PRPgrdLWNtxDr/xdFd7Agh4Nb9ASKUrYM9xqOrxsQ7aRF4I3XDeyArx4o/SK8KIWGQnvMLMhaBGm9vVc8A7f8N5qW3hREDw+B29rNhQHb9BtpZsNqfAGdahLgneKJsKLBwqT4fUnudvmzRfewIiaDG+wadcO8MfAW4PVzAKv/Tw/vN4fQ7ddlWA2hEOAiNlwL9iNuyK8wOG8MryLKDezIQHecOjUDS/kqHh4J5gNNXk+XDK8fO3rvYIXOSWSzQaQpYM3aG+bAzp6EfAyZkPgRbHjOgZe4uEJ6lBz8NZ1hd+zJfD2wuvudriFUuCtkuFFC7dYeLmC5ACvcSiiObyqnchi4OVW8i0Hby3wpsEbmA2zwmuPxp6qsHbrwuvuCgRelMM88I4xG+rpft5FtJ7ZMC+86Pa6ErzIZcDAG3obdMRdgbcOW3Ov4aVHToHXGYKbwAurluTn1REzhdcaKwIv0NLwsid+JbOBgZeMQ2nSTeAlI1gMr8thj+FN9/POAS/XWXTCG4zep8BbR+HtrRY/SUHdfbPBW1UhaG3VCLxVdD3vHsAbecQ8jDwjvGxn0Qnv5/BUbQdvUAcm6QB4q1547XWSAm+NR7/gcAJvKfC23WI6vBX3gNfR8DpheEFSgRdrfniRryg6SUGPvBm8oXWRBq86WkBbrFpJ8EKAYVVh0nXhxbUP67B78JoTH3A0Ad6qSoK37vI2LA1vyolPhxfPsI2Dt8vmrfAOeYE3+IXAG5ukoEdOgpcfY+wMvNPNBl88UhDStwu8PfB2MIPVNz08Cd7OgoyweV1Vl4K3nh3emntlS+g0j9WBhRdeCjsBL76Dp8Jb+aP5kBZefC+dCG/nqcoJXn8d2+898OLyUs0ML9hRuQvwEvNzHnj7/er9ft46Dd5Y0Abw1pWdbF4U3qRB5/7CW28CbyuQyQD7hYYtB6+tGoW3spa/+SrwIs0AL/glCm/fPOrs8Jpzk2rzIs0KL7VIs4J3/IBtl+D1PR3liDnxo+GtKs5MYxZZrAHvqF6Ln99Ig9e2r8CrNSO85mVf9PUh4+ElZ7ltb0xqSfDWdHVwh80b+F+Yh6ZFy0sl8CbBi85yD7z2/BB47zEjG9Qdudjj4UV9uC8bMXN4s2H4SJ0vCA8vjLY9vOhoAq9NGoUX925xeBFHifDiZK5sOFzgJUcrHl4QPjO8VcWeqrjZgKlcB96xZsN4eLETReBNVy+8tF8cA2/drrjBuHHw0jOaGbxBaSfBWxPXjcCbqii8pkVLg3eqzTsB3iCHBHjtvYiM9baCF7T5zsBLzc9EeMNkAF5E5axmQ7q3oZ4ZXmxK9MHrWkTgdVrG5v0cN24avFeYBWn7Ai9TB97LnQ+8u2Q2gHeczwgv9aWuAS89GQIvOVrO8J7fP/zghf18cXzkgkfAy5jBSfByrrL9hjcrsyFjeBWvz2/aL88Pj1x4t83Lw0tpS4Y3ccAm8Pbmuk/wnv/oWf36O8/059d/+EdHLjzeaq2VOge89VbwVv3w2hnBIuEFh99deF9/70V9/tEj9fHi018Ys0HDyb1mD7ypzsGL3nHHv54PvB7PvqkOBjPv7jNHI4dz47qgNC8NvDDkpX8XX0dpXrJvBmyP4F9baOHtPFrHYfrqYMv7efs6P90i5lWAw3PFVadvBxx4NAuv/rwOrUhxeM8+8PA+v5tg89qeIeIf6O557TAEJxvW8xLnMt/zkpt/jdTf80Kv4Lw9L/KezdzzMoztfM/bfEqFFwj+QBeaEbOBSybw1gJvh1Js3ueHSndteB+8pm2pzYtE4L0XPC5cBw/z864H73I2bye89WB48d1ub+C9OL7behsGmA1j4a38KvPA48CCujC8+HLx0bC3gbjxBN411evnNZ3vdvBSF/FoeOtkeK/QAnPwUozKhLfCyzgS6pA5vBEtbzaEfWXFnGSBNwVecgOJwdvXIvsArw2azeYtAt4xvVYHvDTaBHg/x1eWwAs+LwAvyouDlzMlaNA68PYeTeBdTvnAa21elFf0Iaqwf64qNtrewytmA1YKvCP8vCwzSfD6nnhH4YXOQ4EXahF4e09LXQK8TLTC4BWzAWtBeIl7tQNeEIkxeOsi4EWhXO0Xt3n50UJ/HQRe93tln8VL2yABXm/zkgzKgpegtQa8o+sg8MKDRs5oArx8mMAr8BIJvGGmAi85wFqaGV5nQI2AN3YOtoA31RAcfeIF3jk0L7x+VeOy8EaikQwi8HYVpPbLOncA3gRXmcDb/uaaq2R43VRf8fASpqLw9hZO4A2UPbypixaWg7em8LYrn2aDN6lw+wCvf0ZShUMzgbe3IC28qcvF1oS3rrlH+wq8yer1NuBIE+ElR5sAb3SVOYwj8CYF7Q28vWZDLCg92trw6pkR/WFceZmwAfCG1RB4U7UP8DqHQzxa+/vi8PavcBZ4U1UyvEk2b+X34XdEWw/eMIdh8Kbm0Bsm8DLx+oLmhjchB35AnxO8KZkKvKx2Hl7WlbqdzSvwRiXwjoS35qsq8K4ogVfgTQjbZ3gTxkl80FbwYg9VNvDWAm+rVeCdMIG+Hbxj9rRPgzcWlCu8wKG40/DG4s0XbW545+tSdxXel6AcAq/AywcJvBEJvATeuR24S8A7MgeBF3xe4lSNjDYbvDW/MV3g5cIE3r5o/UMngTctTOAFn1eBF6+REXhH5yDwgs8Cb0KYwLuUBF6BN7kgNEzg7YsmNu9cOQi84PM68I6ORpaUC7yTCkLDBN4Fo1W90QTe9ILQsOLgHfGyxM00pbDZVDSbglD5d3kugGa/drznnZJ0B3ve2aMV1/OCz1k15M4WROCNSODNvyACb0QCb/4FEXgjEnjzL4jAG5HAuz8FWTAHgXfXzmhuBZkvBz31I/BuHm2PCjJbDmbiUuBdLBqzYVngnSmawLtsNO6RegLvTNEE3mWjCbxL5iA276LRBN5VcxB4xeYtNgeBd9fOaG4FEXgF3mILIvAKvMUWROAVeIstiMAr8BZbEIFX4C22IAKvwFtsQQRegbfYggi8Am+xBRF4Bd5iCyLwCrzFFkTg9e/REIlaLYBmv4bDC8WUmatGYtgm0faoICvksK4E3v0piMAbKOeGlIJskMO6mgavSLShBF5RsRJ4RcVK4BUVK4FXVKwEXlGxmgrvxfHh3f6g5aMlli3rHBIzTdUmbb6qJsJ7fv8oIWj5aE3Y4eFRSrR8c0jMlC8IF23egqQVblVNhPf5XXVJfvDCfPv6EQnioul4CdG4oEjSi+Oj+gy15MgcIrniHJiCxKo/viBctZgwEhQp3MjyDmjzdTUe3otfNf89Pzw8vKlqoUOOrz9CQVw0E68/mhaORpPqU3B2sz7/0d/Clrz4jDkaLkgkUy5XlANTELb63NHSqloz1VJJaVVptEjhkspLGo47XVyu62s8vK/v/PDTplLNxXjx6SMbdqabIwjioul4CdGUcBBOak7B6+/8w/FR0zXcdNEujm88Y44WHi6aKZPrz3EOtA5c9ZmjJVe1vvgrlKlKSgpy8RmpfaxwMOjsiC0v13DM0dhc19YEs+H8/g9/3fz51/pp2GgoiInW1FjF64umbKqbKBqT1OTZ9AMXP33mo336h89oQcjhIpke4aQ6V5QDUwem+lwdUK4NRWymmqMwU5MUF+TGMxTEFQ4HXRw3NNLycg3HVZXLdXVNgPf5x/fvqs4gGIWq5giDaDRtLF1/lBLt/P7dIBqb1HUgz9uw3/xSwUCS4sMxVXhqDDkm1/8Mc2ALQqvPZYpybdA44jI1HIXVMkmDMENbGI0pXDwozDXScLiqXK7rayy8uq84v3+XhJmLORat6WWa/5TdT+N9HB6tfv29F80YN2ydSNJDNaAK7194cMUcTqX8xp3g+OakgLSgwIeHhzdREK0rCFK5MnXAuV786uzwRpipkeaI3JabxgzCDG0+iClcrLwXXx4eoSAdHZQjlhTnupHGwmv6ivP732xteDv6DE4CiqbvVY2Bqm41T0FzmKQfw6OpaP/3/lF4H/2MT9o0IqboJjgJzixGhzMpv3EHZtokVV98WqbA3XU4AklVr0brgHNt7NjjMFNfB8SzMS6CNtdXLog1oLw2R5gHbTg+Kc51K42D13dQ5/dv/qsLZEb8NJoesD5Vxv9P/+HXNUr6MThao6fqWE/b4yk7iyRt+jZz67VpPnhhb9WAwF/pfgMfzqaEmTY54OEzLvDZUXcdQGqVK86UybWxY7/EJNg6BPQ61xRocxPtuzgWKhxbXnOfCPIlDRdJyuS6jUbC+yXtK+iIn4umu7Ym0g/u3+xKqvuAJuAQ3A31pcAkVf2CuzGrb+RWrfq269qwOIS3uTClLq/KAftQvwwKrDojFMxN33YAABE3SURBVBSrgx7n4EyZXJUdi20GV4fgHk5dUzYa5IgpHFdecptsjBzGxmGryuS6jcaaDfSOdoRH/Ew037Wdf4RMLTyCNn3A+Y+e2e/NxW/sLJJU35Nd33Zx/M3j75NbterbVN/rDselVDI54DKfgQLD2QpQEK76bjyEMqW51mEfq93A1NzAV0c0Gilck+S7pM0513DC0eK5bqEx8NI7TnOi1Pdw9MndmFDXZr1EN/HAlfYB+v6FxhImadu3qe65uafSW7Xu2/Dg6sYz0ityF9vhXWQ9m3EOvt/S6vNDOpyrqsMHL6Ada9zApA76kODq4KPpw/2/oHB6YpeMBlnXMDyad+AFSTsKt4FGwMsMzM7/i6oXshmY8Rvq2qyX6OL4Jhq4MuOcL8NOESStX3+7HZk8bYxJBkrQt2kLxKJiU7o4ZIxkZ/Th5dbQiMc5bPUjQzqUqxm+KXpbw1v7cnEddOGCq4OLZg8X0Gsmdun4inEN/6I9GnDgoYEkU7itNAxefipWdyj69MG41ERjBqnGS9Su+nD9KdMHHKJbOk5aWzpU3wtv1aZ/Dh0eZtTUzhfpIQkzRmJm9B29QbVI9XWB+bFlMKtmh29Bmxg3sK+DbnNTuB/CqwNF03d09nBkYtf0qP5K0P4wa+SAhuMdeDjXTTUI3shU7NMj6FPRHlHtJSIDmHCQqqOZxnH9ie9Pv0n6AHW1u5QuPUyqo+ru+TwYR3nz2fZtXzdjqCNd0otjl1R/5dzK5MRbpzJyB4bV95kecmPLNlcfVCNb6yb0n9s2R4Uj0dzUMR4N1syss+lR3akxhWeMnDNutI1z3VQDzQY8FasdRzee2RawcW7oiSFyY0KDVBvNeLGOfGLXn5I+4Pz+j5HXAiU1UY+0jdCGoNPesPCLBnHV1bZJ1cVyF5sq7kYdTvwTpzKpPsj0Bx8h32iQqx7l4eHb36gR4c3Al3vG+ItxNGPu//DX6HDGokYTu3geRtcKGzmsK5cp3KYaavOGU7HecQRO35m+26hvrYnGDFJ9tLPQfqL9KdvH6iHSGR764JEUydXU4Ozwz0KrTXfWaBhizlR44pFTWZcEVZ/P1GEPcjVVCM1HfSXoSxd6vIm/mETT2as7Oj6cNoH/JZx1Jv5LHYKcuX/ziNzr+MJtqcEDtrPrwVSsdxxd/J+/N7/f0JfwXf2bi0YHqSCab0ZjboT9KRdW+yESRJUbXujwkEmzxubQ9+w6AzXMC4ch7kz9aXDiubv8UVB9PtN2bqK9n9gqBINGC1boav300RnyFzPRrLl/NzgcYwIr9wldhGuuotbIcbX/Mb1MsVGypYbAa2cPmQlyUMf/fUd3Yof2JumTokEqE82ZG7A/5cLYIRK9GboC087ozJnaIAPd9wJTJXKm0G3Z3QBArth/Z4Wx5we5Nb1M69/88voj4i8m0Zy5D6frP6MTImZ8y08JE781qT1jp22qIfDaGykiBHd3r+/c1BZl/fz7/90H0kEqidaaG+3RuLCaHyIxc354qkMfMRyYtBmEw7yanCljlSAomRuAbaS+uQmmCs5JS7xQ8GKLRPMTEXDq+MYzMiFi3SfAl8adVDWVRO51kcJtqUR49cwScU2ReYjXd5Qf6k44ejH3KjiK4qIBO6IzLDJEYvzwrP8gHJjADGABmTNlrRJ4W8a9pxu9co3EGCW4CpyT1gwWg5sdF42ZiHCT6X6CXdtf2H3ClddNJaGrg+a6udLgPTu0M0voVvI0nId42gyEbupONUht2qa9pbHROHODN0G4IRI7OKbryJThDQcmfAbMmWKtEtR7tqNXrpE89oqiX7CjPGuhwlyUzVCHUx1ctHAiQnNqJ9PdtebMI+w+4Yzs4/+KXOqRXDdXErwXx9d/xgyb8Bk1/VhN6LX3qv9vb2lMNNULYzuCC3MZ4SGSG8vbknBTHUoKhXCVCTVeVGx6phirBPeebtlDQiMpDyEd5XkL1Xe0qmtX9+9wqoNEQ/7odpzQlqI1j/D2iu8SO/bi2AzpoD/iMy7XzZVoNpwZetGtJDyjpvGafqwZ8gZLvPG+PxLNdMWhHcGFKXELXdGwmpvq8PV45AcmnPECu1JwprguB90AwLKHrkYCHkJ0PLpkx1ToDE11cCt7YIcaHTsY8whuiLDWBrZjm+obeh2nrPmcgVIHbI7eIx+iKApcKapx1HwC3eIf3qtINNcVww6bC1PiJnHpWJ6b6sDmI2u86Pk3xqlAlhiZXI587/n1I37ZQ13THhB7CI/40aCbTv75HUAbcZ/YtO2OOGDG+ywi5hGz7OHiM+D+9C0Xms/ZKNnbgOk1NQzobS5q/RWOsFDTctHarrgFiQuLb+ah/QIz1YHMR9bGsfNvNXWvIZ8CHqrqSVyGXrzKi6EILIEJFwrR6WTnPglcw4Y036HynGLzKBi+wZP4XCU7C293yHzOR0nw2t1ZPzs8AjujzLqbH5P+KFg3ipuWjdZ2xa25QcM6NvPUlDbOJXkGzMeYjePcUvBM6XMZemTRkrkz0zCe3vZ+i0d+1IqP7mEz64VsJSJXbo3WPzVW0L+QHMzoAQKJhm+hHfv08D/+ESpKVsO0Vinw4jPFr7tpY8PJ3uiDKUA0rscmYV+7ASMahLmlWsE6w0M0dexd8a35yNs4bv4tKKrtAWFoWC+/jRyPZkJbnHckxvewgbnjyJWLn56gTSGcgxs9IJuMDt9q9zyyM9Bp431tOSkF3vBMxdbdaD1FfsUI4k85+4nsroBh/r4M1p7bHPBSLeYu7++3bSfLXTFk/s0VV086/O2NtrK4Xs7P0GWLRxyJ0T1setbL2+zslYuenmBNoTAHOnqIDN+Au7cdoDD72vJRN7wMgdy6Gy5lF+Ksgh6bCfM9mz2hLodwgVjN3uW5+61ReMVENrTrZTx33Rll9/zQbeR40VjMkXhxn9nDxj3TiW7DQ09P8KbQ9+9gs8qMHmz9I8M3uHpZH9CuEI60XAbqhJchkF13w6dMQNyL64pxWHhf9jnwywjcXd5dfpFdV+iKiW5ov/jrF+1chO7UYb3c8hzU2Z+FN/6jmjOyVedJ9gnTRynZhcThrDN+eoI3hf4U5MDYR9S7jabfnusWMCuEM9mvxqkLXo7A2FXLpOxHfIjQMvBgYpdZRmDv8r57RvdbE4/utCG7H3wX+OXPbM50zw+zPIdZNBYxsnXnGS6RZR6lxCwkZnyVrCmEAmNT88z0m1khzLVcJuqAlycwMukVKg3xIcJnL7Z4zftL9V0+3j1Hc4hsaP/GH5ts2D0/dHkOE40ly2+Jhg+PYB6lxC0kpr5KlzkzeHCBnOEdG78xK4TzUge8lI/IuhtGSYgPETl7bA7OX2rv8l3dcyyHj/2Zd0/PCbpAuhqMXdzILRqz0cmmf4wf9yglurgx7qvkBg8ukDO8Y+M3U7m7mexX49RlNmA+YsNlmg77FacLPVuEzQEuI9B3+UE3AMyHmxKGXSC3GozdwsauezM/IUPFLnMIlDB1TB0eNh7XTz7tNLwjrYQ2ruaoGLxMJxsbLmNRv+IcgmcvkgNYRvD6jzXd1GGfmEPdGq3ezcKuBqM7+GKLxmpCltv3zq8Nh0HsMybGPGGUGt6xVsIbV3NUBF6mk42uu0GKrUoYL3z2ousePv0ZOOmswz6aAd79QIwBZjUYx2l80RgVu0uHuFWZpz2wD2pJEjG8o62UtY/MioeX7WSj624CMX7FicJnL5rDb355vaWXddhH5HY/AD7Idn66GozjtGvRGBCYXwkNWeZRQX9Fn/ZgyzvekeMN73grZfNMpw6x8PKdLD9cJkpjfIDIszpoDl+7c+HpZR32vJjdBOx2frQajOOUWzTGyDvwGEOWLN3Qd4BweQ6z+2GQvOHNtZJb5Jazj8yK73m7AGQdMUCJjKcoMgFMctBrafGKR85hzwrtJmCNVjqoYTkd4AVHDrwIMmoMCqcQ28KN3sUbGN60lfwitz/L2EdmxcPbASDriGHUx3iCohPANIez6/8NbZgZcg3BJWgRo5V45tKWHsaq5crVmkI8Mspthqx9+qCWCeJayS9yy9dHZtU5PUwAZB0xrFIZ71DPDAPMwSwGwxtmlHqvIbTXkjMGYqvBEKepXnAe+xgycHlO7EEtk4VWeNBFbnmqC97RAKYz3qHOGYYwB78Y7Ad4/3pvFdCKW84Y4NzbjKM50QvOuqb0+9UIMthtlmhRD1fbSsZQK4BbrSi8swA4RQNmGNxiMOR9SKkC2msZeRaKidpiyTiaE73gvGtKP1EII0PcZrBw8+1Bh63E7d3MWLm+9T1xhgH6nNDbQhLzgXstuUw5zwvjaE70gsdcU+b9amgxMHGbQUtliV28kWe8ZKtM4U2cYYBDOmLu9kvNRPxJ667iM6WeF9bRnOQhjDrwzBOFQmRCt1n6upLR4p/xkrHyhDdxhgEO6Yi52y+NEtiZwWfKDMg5UNO8G7wDj3khnI4M3Gap60qmaP61gAsrS3gTZxiCId0Iz5zbWu7eCtCZKcygA9SeckQ3H4FXszmXb83MiC9Hb8czXrJVlvAmzjBM6ykufvp34exHZ6ac24IBNdFBE6YMX80Gt8K3b0M6qlPWlYxX7BkvWStPeBNnGCb1FA214exHPFPebUFATXbQsJuP/KsNuK3ws8+5I82/mmoN5QmvVdc9ePoARi2IZXBLM0DGexID15R2loRrHNit8DPOuXPinvFSgHKGt+sePGEAo1bxuKca0RnQGaYGk+WcJfjVbHQrvPtp+pw7L+65L/krW3i7u7YJAxj9BAjuqUa9mc4tsHcMPqCHe52r0XIX1sI9+0LKFt5OTRvAGP8+81SjdRV3q9InCdbrXFiL9ezLqEx4xw9gtJVpZ6fOtnVnss4S+jrXFbWmyTSHCoV37G0OrinE+xNWVcStyr3OdSVtvphluAqF12roba5dU2jo3WyLVsytyr1/VRRT0fAOvc3hNYXPt3pEPeNWjW5rE0VVLrwjbnO5TN4zbtX4tjZRVOXCO0a5TN4Tt+qQ51KJnPYH3hXWFCYLjze5bW2iXu0NvGusKRwqP97MxZ4pTPsC7/JrCocreLNBHvZMWdoTeJdfUzhU7XgzJ3umLO0JvIuvKRyvHO2ZQrQv8Ga78iRHe6YU7Qu8VtmtPMnPnilI+wVvhitP8rVn8tcewZvnypNs7ZkCtEfwZq3s7JkSJPBmoQztmQIk8G6vPO2ZAiTwioqVwCsqVgKvqFgJvKJiJfCKipXAKypWAq+oWAm8omIl8IqKlcArKlYCr6hYCbxeJwcHB5cexn9/9V7Hj6INJPA6nbzzpK5PD25vXQ5RsgReq7cPNLaP3/1i65KIUiXwWr19cM1+evXeJwcHiuG3Dw4OVHes/l42ZoMLenW1sTFsJ/3m1sGlv3z/yav3f9L8BOKq//yxYALRTBJ4nU4PDgy+r64qBi/X6l998u4X6u+bW7cViy7IsHlVw/jm1rXm3ztPXl29XNcunYfXHgsmEM0lgbeVGrFdtow1tJ2qLrah1g3UYND7T3wqHXai4L1tvzT/tfCaY8EEorkk8AZ6c8t2qw2hiuVG1zSQtWbQBdWPNeZaJ9oqeN/weqq/KHPhYftXddsggWguCbyhAHAnduwG4W2Hc42la8LT4AUJRHNJ4LWyxoG/1b//5PTSQ/iLNhugH9gwGVoKOgIxG6zNYBOI5pLA6/RYcacHV37A1nSjDY1gEOaCNLAWaj9ge+9hO2BTgW8fXPIDNphANJcEXq8TY84aV5kyUJXbyxAduMp05wpm45Sr7BMLr4urXWO//62H/linPdN3ohESeInGdJCnkbkN6WyXlMBLNBA4ZeZq/+8MxxINksBLNBQ46x6e5ViiIRJ4RcVK4BUVK4FXVKwEXlGxEnhFxUrgFRUrgVdUrP4dgS+1iSczQrQAAAAASUVORK5CYII=" /></p>
+<p><img src="data:image/png;base64,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" /></p>
 <!-- rnb-plot-end -->
 <!-- rnb-chunk-end -->
 <!-- rnb-text-begin -->
@@ -288,7 +288,7 @@ <h2>Number of variables</h2>
   theme_bw()</code></pre>
 <!-- rnb-source-end -->
 <!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbWzEsIlJlbW92ZWQgMTUgcm93cyBjb250YWluaW5nIG5vbi1maW5pdGUgdmFsdWVzIChzdGF0X2JveHBsb3QpLiJdXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
-<p><img src="data:image/png;base64,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" /></p>
+<p><img src="data:image/png;base64,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" /></p>
 <!-- rnb-plot-end -->
 <!-- rnb-chunk-end -->
 <!-- rnb-text-begin -->
@@ -299,7 +299,7 @@ <h1>Variable importance for PLS</h1>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
 <!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
-<p><img src="data:image/png;base64,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" /></p>
+<p><img src="data:image/png;base64,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" /></p>
 <!-- rnb-plot-end -->
 <!-- rnb-chunk-end -->
 <!-- rnb-text-begin -->
@@ -309,7 +309,7 @@ <h1>Variable importance for RF</h1>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
 <!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
-<p><img src="data:image/png;base64,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" /></p>
+<p><img src="data:image/png;base64,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" /></p>
 <!-- rnb-plot-end -->
 <!-- rnb-chunk-end -->
 <!-- rnb-text-begin -->
@@ -319,7 +319,7 @@ <h1>Trophic levels</h1>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
 <!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
-<p><img src="data:image/png;base64,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" /></p>
+<p><img src="data:image/png;base64,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" /></p>
 <!-- rnb-plot-end -->
 <!-- rnb-chunk-end -->
 <!-- rnb-text-begin -->
diff --git a/src/510_analyse_biodiv_sr_elev_res.Rmd b/src/510_analyse_biodiv_sr_elev_res.Rmd
index 5b5dbe0..062df46 100644
--- a/src/510_analyse_biodiv_sr_elev_res.Rmd
+++ b/src/510_analyse_biodiv_sr_elev_res.Rmd
@@ -1,19 +1,20 @@
 ---
-title: "500 Analyse Biodiv-RS"
+title: "510 Analyse Biodiv-RS"
 output: html_notebook
 ---
 
 ```{r, include = FALSE}
 source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
 
-dir.create(path_analysis_sr, showWarnings = FALSE)
+dir.create(path_analysis_sr_elev_res, showWarnings = FALSE)
 
-all_models = readRDS(file.path(path_compile_analysis_sr_elev_res, "models_res_elev_res.rds"))
+all_models_res = readRDS(file.path(path_compile_analysis_sr_elev_res, 
+                                     "models_sr_elev_res.rds"))
 
 
 # Collect model performance
-pls_res = modelPerformance(all_models[["pls"]])
-rf_res = modelPerformance(all_models[["rf"]])
+pls_res = modelPerformance(all_models_res[["pls"]])
+rf_res = modelPerformance(all_models_res[["rf"]])
 
 pls_res$resmodel = pls_res$resp
 pls_res$resp = gsub("_gam_elev_res", "", pls_res$resp)
@@ -34,13 +35,10 @@ rf_res = merge(rf_res, tl, by.x = "resp", by.y = "Species")
 ```{r, echo=FALSE}
 models_res = rbind(pls_res[, -4], rf_res[, -4])
 models_res$mptype = paste0(models_res$mtype, "_", models_res$ptype)
-models_res$mptype = factor(models_res$mptype, levels = c("pls_elsp", "rf_elsp",
-                                                       "pls_elui", "rf_elui",
-                                                       "pls_kmra", "rf_kmra",
-                                                       "pls_spec", "rf_spec"))
+models_res$mptype = factor(models_res$mptype, levels = c("rf_gam_elev_res"))
 
 
-ggplot(data = models_res[models_res$ptype == "elui" | models_res$ptype == "spec",], aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
+ggplot(data = models_res[models_res$ptype == "gam_elev_res" | models_res$ptype == "spec",], aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
   geom_boxplot() +
   theme_bw() + 
   theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
@@ -96,14 +94,14 @@ ggplot(data = pls_rf_res_long, aes(x = variable, y = value, fill = ptype)) +
 
 # Variable importance for PLS
 ```{r, echo=FALSE}
-var_imp <- compVarImp(all_models[["pls"]][["spec"]]@model[[1]], scale = FALSE)
+var_imp <- compVarImp(all_models_res[["pls"]][["spec"]]@model[[1]], scale = FALSE)
 # plotVarImp(var_imp)
 plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
 ```
 
 # Variable importance for RF
 ```{r, echo=FALSE}
-var_imp <- compVarImp(all_models[["rf"]][["spec"]]@model[[1]], scale = FALSE)
+var_imp <- compVarImp(all_models_res[["rf"]][["spec"]]@model[[1]], scale = FALSE)
 # plotVarImp(var_imp)
 plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
 ```
diff --git a/src/510_analyse_biodiv_sr_elev_res.nb.html b/src/510_analyse_biodiv_sr_elev_res.nb.html
index e909da8..dcbdb2a 100644
--- a/src/510_analyse_biodiv_sr_elev_res.nb.html
+++ b/src/510_analyse_biodiv_sr_elev_res.nb.html
@@ -11,7 +11,7 @@
 
 
 
-<title>500 Analyse Biodiv-RS</title>
+<title>510 Analyse Biodiv-RS</title>
 
 <script src="data:application/x-javascript;base64,/*! jQuery v1.11.3 | (c) 2005, 2015 jQuery Foundation, Inc. | jquery.org/license */
!function(a,b){"object"==typeof module&&"object"==typeof module.exports?module.exports=a.document?b(a,!0):function(a){if(!a.document)throw new Error("jQuery requires a window with a document");return b(a)}:b(a)}("undefined"!=typeof window?window:this,function(a,b){var c=[],d=c.slice,e=c.concat,f=c.push,g=c.indexOf,h={},i=h.toString,j=h.hasOwnProperty,k={},l="1.11.3",m=function(a,b){return new m.fn.init(a,b)},n=/^[\s\uFEFF\xA0]+|[\s\uFEFF\xA0]+$/g,o=/^-ms-/,p=/-([\da-z])/gi,q=function(a,b){return b.toUpperCase()};m.fn=m.prototype={jquery:l,constructor:m,selector:"",length:0,toArray:function(){return d.call(this)},get:function(a){return null!=a?0>a?this[a+this.length]:this[a]:d.call(this)},pushStack:function(a){var b=m.merge(this.constructor(),a);return b.prevObject=this,b.context=this.context,b},each:function(a,b){return m.each(this,a,b)},map:function(a){return this.pushStack(m.map(this,function(b,c){return a.call(b,c,b)}))},slice:function(){return this.pushStack(d.apply(this,arguments))},first:function(){return this.eq(0)},last:function(){return this.eq(-1)},eq:function(a){var b=this.length,c=+a+(0>a?b:0);return this.pushStack(c>=0&&b>c?[this[c]]:[])},end:function(){return this.prevObject||this.constructor(null)},push:f,sort:c.sort,splice:c.splice},m.extend=m.fn.extend=function(){var a,b,c,d,e,f,g=arguments[0]||{},h=1,i=arguments.length,j=!1;for("boolean"==typeof g&&(j=g,g=arguments[h]||{},h++),"object"==typeof g||m.isFunction(g)||(g={}),h===i&&(g=this,h--);i>h;h++)if(null!=(e=arguments[h]))for(d in e)a=g[d],c=e[d],g!==c&&(j&&c&&(m.isPlainObject(c)||(b=m.isArray(c)))?(b?(b=!1,f=a&&m.isArray(a)?a:[]):f=a&&m.isPlainObject(a)?a:{},g[d]=m.extend(j,f,c)):void 0!==c&&(g[d]=c));return g},m.extend({expando:"jQuery"+(l+Math.random()).replace(/\D/g,""),isReady:!0,error:function(a){throw new Error(a)},noop:function(){},isFunction:function(a){return"function"===m.type(a)},isArray:Array.isArray||function(a){return"array"===m.type(a)},isWindow:function(a){return null!=a&&a==a.window},isNumeric:function(a){return!m.isArray(a)&&a-parseFloat(a)+1>=0},isEmptyObject:function(a){var b;for(b in a)return!1;return!0},isPlainObject:function(a){var b;if(!a||"object"!==m.type(a)||a.nodeType||m.isWindow(a))return!1;try{if(a.constructor&&!j.call(a,"constructor")&&!j.call(a.constructor.prototype,"isPrototypeOf"))return!1}catch(c){return!1}if(k.ownLast)for(b in a)return j.call(a,b);for(b in a);return void 0===b||j.call(a,b)},type:function(a){return null==a?a+"":"object"==typeof a||"function"==typeof a?h[i.call(a)]||"object":typeof a},globalEval:function(b){b&&m.trim(b)&&(a.execScript||function(b){a.eval.call(a,b)})(b)},camelCase:function(a){return a.replace(o,"ms-").replace(p,q)},nodeName:function(a,b){return a.nodeName&&a.nodeName.toLowerCase()===b.toLowerCase()},each:function(a,b,c){var d,e=0,f=a.length,g=r(a);if(c){if(g){for(;f>e;e++)if(d=b.apply(a[e],c),d===!1)break}else for(e in a)if(d=b.apply(a[e],c),d===!1)break}else if(g){for(;f>e;e++)if(d=b.call(a[e],e,a[e]),d===!1)break}else for(e in a)if(d=b.call(a[e],e,a[e]),d===!1)break;return a},trim:function(a){return null==a?"":(a+"").replace(n,"")},makeArray:function(a,b){var c=b||[];return null!=a&&(r(Object(a))?m.merge(c,"string"==typeof a?[a]:a):f.call(c,a)),c},inArray:function(a,b,c){var d;if(b){if(g)return g.call(b,a,c);for(d=b.length,c=c?0>c?Math.max(0,d+c):c:0;d>c;c++)if(c in b&&b[c]===a)return c}return-1},merge:function(a,b){var c=+b.length,d=0,e=a.length;while(c>d)a[e++]=b[d++];if(c!==c)while(void 0!==b[d])a[e++]=b[d++];return a.length=e,a},grep:function(a,b,c){for(var d,e=[],f=0,g=a.length,h=!c;g>f;f++)d=!b(a[f],f),d!==h&&e.push(a[f]);return e},map:function(a,b,c){var d,f=0,g=a.length,h=r(a),i=[];if(h)for(;g>f;f++)d=b(a[f],f,c),null!=d&&i.push(d);else for(f in a)d=b(a[f],f,c),null!=d&&i.push(d);return e.apply([],i)},guid:1,proxy:function(a,b){var c,e,f;return"string"==typeof b&&(f=a[b],b=a,a=f),m.isFunction(a)?(c=d.call(arguments,2),e=function(){return a.apply(b||this,c.concat(d.call(arguments)))},e.guid=a.guid=a.guid||m.guid++,e):void 0},now:function(){return+new Date},support:k}),m.each("Boolean Number String Function Array Date RegExp Object Error".split(" "),function(a,b){h["[object "+b+"]"]=b.toLowerCase()});function r(a){var b="length"in a&&a.length,c=m.type(a);return"function"===c||m.isWindow(a)?!1:1===a.nodeType&&b?!0:"array"===c||0===b||"number"==typeof b&&b>0&&b-1 in a}var s=function(a){var b,c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u="sizzle"+1*new Date,v=a.document,w=0,x=0,y=ha(),z=ha(),A=ha(),B=function(a,b){return a===b&&(l=!0),0},C=1<<31,D={}.hasOwnProperty,E=[],F=E.pop,G=E.push,H=E.push,I=E.slice,J=function(a,b){for(var c=0,d=a.length;d>c;c++)if(a[c]===b)return c;return-1},K="checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped",L="[\\x20\\t\\r\\n\\f]",M="(?:\\\\.|[\\w-]|[^\\x00-\\xa0])+",N=M.replace("w","w#"),O="\\["+L+"*("+M+")(?:"+L+"*([*^$|!~]?=)"+L+"*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|("+N+"))|)"+L+"*\\]",P=":("+M+")(?:\\((('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|((?:\\\\.|[^\\\\()[\\]]|"+O+")*)|.*)\\)|)",Q=new RegExp(L+"+","g"),R=new RegExp("^"+L+"+|((?:^|[^\\\\])(?:\\\\.)*)"+L+"+$","g"),S=new RegExp("^"+L+"*,"+L+"*"),T=new RegExp("^"+L+"*([>+~]|"+L+")"+L+"*"),U=new RegExp("="+L+"*([^\\]'\"]*?)"+L+"*\\]","g"),V=new RegExp(P),W=new RegExp("^"+N+"$"),X={ID:new RegExp("^#("+M+")"),CLASS:new RegExp("^\\.("+M+")"),TAG:new RegExp("^("+M.replace("w","w*")+")"),ATTR:new RegExp("^"+O),PSEUDO:new RegExp("^"+P),CHILD:new RegExp("^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\("+L+"*(even|odd|(([+-]|)(\\d*)n|)"+L+"*(?:([+-]|)"+L+"*(\\d+)|))"+L+"*\\)|)","i"),bool:new RegExp("^(?:"+K+")$","i"),needsContext:new RegExp("^"+L+"*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\("+L+"*((?:-\\d)?\\d*)"+L+"*\\)|)(?=[^-]|$)","i")},Y=/^(?:input|select|textarea|button)$/i,Z=/^h\d$/i,$=/^[^{]+\{\s*\[native \w/,_=/^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/,aa=/[+~]/,ba=/'|\\/g,ca=new RegExp("\\\\([\\da-f]{1,6}"+L+"?|("+L+")|.)","ig"),da=function(a,b,c){var d="0x"+b-65536;return d!==d||c?b:0>d?String.fromCharCode(d+65536):String.fromCharCode(d>>10|55296,1023&d|56320)},ea=function(){m()};try{H.apply(E=I.call(v.childNodes),v.childNodes),E[v.childNodes.length].nodeType}catch(fa){H={apply:E.length?function(a,b){G.apply(a,I.call(b))}:function(a,b){var c=a.length,d=0;while(a[c++]=b[d++]);a.length=c-1}}}function ga(a,b,d,e){var f,h,j,k,l,o,r,s,w,x;if((b?b.ownerDocument||b:v)!==n&&m(b),b=b||n,d=d||[],k=b.nodeType,"string"!=typeof a||!a||1!==k&&9!==k&&11!==k)return d;if(!e&&p){if(11!==k&&(f=_.exec(a)))if(j=f[1]){if(9===k){if(h=b.getElementById(j),!h||!h.parentNode)return d;if(h.id===j)return d.push(h),d}else if(b.ownerDocument&&(h=b.ownerDocument.getElementById(j))&&t(b,h)&&h.id===j)return d.push(h),d}else{if(f[2])return H.apply(d,b.getElementsByTagName(a)),d;if((j=f[3])&&c.getElementsByClassName)return H.apply(d,b.getElementsByClassName(j)),d}if(c.qsa&&(!q||!q.test(a))){if(s=r=u,w=b,x=1!==k&&a,1===k&&"object"!==b.nodeName.toLowerCase()){o=g(a),(r=b.getAttribute("id"))?s=r.replace(ba,"\\$&"):b.setAttribute("id",s),s="[id='"+s+"'] ",l=o.length;while(l--)o[l]=s+ra(o[l]);w=aa.test(a)&&pa(b.parentNode)||b,x=o.join(",")}if(x)try{return H.apply(d,w.querySelectorAll(x)),d}catch(y){}finally{r||b.removeAttribute("id")}}}return i(a.replace(R,"$1"),b,d,e)}function ha(){var a=[];function b(c,e){return a.push(c+" ")>d.cacheLength&&delete b[a.shift()],b[c+" "]=e}return b}function ia(a){return a[u]=!0,a}function ja(a){var b=n.createElement("div");try{return!!a(b)}catch(c){return!1}finally{b.parentNode&&b.parentNode.removeChild(b),b=null}}function ka(a,b){var c=a.split("|"),e=a.length;while(e--)d.attrHandle[c[e]]=b}function la(a,b){var c=b&&a,d=c&&1===a.nodeType&&1===b.nodeType&&(~b.sourceIndex||C)-(~a.sourceIndex||C);if(d)return d;if(c)while(c=c.nextSibling)if(c===b)return-1;return a?1:-1}function ma(a){return function(b){var c=b.nodeName.toLowerCase();return"input"===c&&b.type===a}}function na(a){return function(b){var c=b.nodeName.toLowerCase();return("input"===c||"button"===c)&&b.type===a}}function oa(a){return ia(function(b){return b=+b,ia(function(c,d){var e,f=a([],c.length,b),g=f.length;while(g--)c[e=f[g]]&&(c[e]=!(d[e]=c[e]))})})}function pa(a){return a&&"undefined"!=typeof a.getElementsByTagName&&a}c=ga.support={},f=ga.isXML=function(a){var b=a&&(a.ownerDocument||a).documentElement;return b?"HTML"!==b.nodeName:!1},m=ga.setDocument=function(a){var b,e,g=a?a.ownerDocument||a:v;return g!==n&&9===g.nodeType&&g.documentElement?(n=g,o=g.documentElement,e=g.defaultView,e&&e!==e.top&&(e.addEventListener?e.addEventListener("unload",ea,!1):e.attachEvent&&e.attachEvent("onunload",ea)),p=!f(g),c.attributes=ja(function(a){return a.className="i",!a.getAttribute("className")}),c.getElementsByTagName=ja(function(a){return a.appendChild(g.createComment("")),!a.getElementsByTagName("*").length}),c.getElementsByClassName=$.test(g.getElementsByClassName),c.getById=ja(function(a){return o.appendChild(a).id=u,!g.getElementsByName||!g.getElementsByName(u).length}),c.getById?(d.find.ID=function(a,b){if("undefined"!=typeof b.getElementById&&p){var c=b.getElementById(a);return c&&c.parentNode?[c]:[]}},d.filter.ID=function(a){var b=a.replace(ca,da);return function(a){return a.getAttribute("id")===b}}):(delete d.find.ID,d.filter.ID=function(a){var b=a.replace(ca,da);return function(a){var c="undefined"!=typeof a.getAttributeNode&&a.getAttributeNode("id");return c&&c.value===b}}),d.find.TAG=c.getElementsByTagName?function(a,b){return"undefined"!=typeof b.getElementsByTagName?b.getElementsByTagName(a):c.qsa?b.querySelectorAll(a):void 0}:function(a,b){var c,d=[],e=0,f=b.getElementsByTagName(a);if("*"===a){while(c=f[e++])1===c.nodeType&&d.push(c);return d}return f},d.find.CLASS=c.getElementsByClassName&&function(a,b){return p?b.getElementsByClassName(a):void 0},r=[],q=[],(c.qsa=$.test(g.querySelectorAll))&&(ja(function(a){o.appendChild(a).innerHTML="<a id='"+u+"'></a><select id='"+u+"-\f]' msallowcapture=''><option selected=''></option></select>",a.querySelectorAll("[msallowcapture^='']").length&&q.push("[*^$]="+L+"*(?:''|\"\")"),a.querySelectorAll("[selected]").length||q.push("\\["+L+"*(?:value|"+K+")"),a.querySelectorAll("[id~="+u+"-]").length||q.push("~="),a.querySelectorAll(":checked").length||q.push(":checked"),a.querySelectorAll("a#"+u+"+*").length||q.push(".#.+[+~]")}),ja(function(a){var b=g.createElement("input");b.setAttribute("type","hidden"),a.appendChild(b).setAttribute("name","D"),a.querySelectorAll("[name=d]").length&&q.push("name"+L+"*[*^$|!~]?="),a.querySelectorAll(":enabled").length||q.push(":enabled",":disabled"),a.querySelectorAll("*,:x"),q.push(",.*:")})),(c.matchesSelector=$.test(s=o.matches||o.webkitMatchesSelector||o.mozMatchesSelector||o.oMatchesSelector||o.msMatchesSelector))&&ja(function(a){c.disconnectedMatch=s.call(a,"div"),s.call(a,"[s!='']:x"),r.push("!=",P)}),q=q.length&&new RegExp(q.join("|")),r=r.length&&new RegExp(r.join("|")),b=$.test(o.compareDocumentPosition),t=b||$.test(o.contains)?function(a,b){var c=9===a.nodeType?a.documentElement:a,d=b&&b.parentNode;return a===d||!(!d||1!==d.nodeType||!(c.contains?c.contains(d):a.compareDocumentPosition&&16&a.compareDocumentPosition(d)))}:function(a,b){if(b)while(b=b.parentNode)if(b===a)return!0;return!1},B=b?function(a,b){if(a===b)return l=!0,0;var d=!a.compareDocumentPosition-!b.compareDocumentPosition;return d?d:(d=(a.ownerDocument||a)===(b.ownerDocument||b)?a.compareDocumentPosition(b):1,1&d||!c.sortDetached&&b.compareDocumentPosition(a)===d?a===g||a.ownerDocument===v&&t(v,a)?-1:b===g||b.ownerDocument===v&&t(v,b)?1:k?J(k,a)-J(k,b):0:4&d?-1:1)}:function(a,b){if(a===b)return l=!0,0;var c,d=0,e=a.parentNode,f=b.parentNode,h=[a],i=[b];if(!e||!f)return a===g?-1:b===g?1:e?-1:f?1:k?J(k,a)-J(k,b):0;if(e===f)return la(a,b);c=a;while(c=c.parentNode)h.unshift(c);c=b;while(c=c.parentNode)i.unshift(c);while(h[d]===i[d])d++;return d?la(h[d],i[d]):h[d]===v?-1:i[d]===v?1:0},g):n},ga.matches=function(a,b){return ga(a,null,null,b)},ga.matchesSelector=function(a,b){if((a.ownerDocument||a)!==n&&m(a),b=b.replace(U,"='$1']"),!(!c.matchesSelector||!p||r&&r.test(b)||q&&q.test(b)))try{var d=s.call(a,b);if(d||c.disconnectedMatch||a.document&&11!==a.document.nodeType)return d}catch(e){}return ga(b,n,null,[a]).length>0},ga.contains=function(a,b){return(a.ownerDocument||a)!==n&&m(a),t(a,b)},ga.attr=function(a,b){(a.ownerDocument||a)!==n&&m(a);var e=d.attrHandle[b.toLowerCase()],f=e&&D.call(d.attrHandle,b.toLowerCase())?e(a,b,!p):void 0;return void 0!==f?f:c.attributes||!p?a.getAttribute(b):(f=a.getAttributeNode(b))&&f.specified?f.value:null},ga.error=function(a){throw new Error("Syntax error, unrecognized expression: "+a)},ga.uniqueSort=function(a){var b,d=[],e=0,f=0;if(l=!c.detectDuplicates,k=!c.sortStable&&a.slice(0),a.sort(B),l){while(b=a[f++])b===a[f]&&(e=d.push(f));while(e--)a.splice(d[e],1)}return k=null,a},e=ga.getText=function(a){var b,c="",d=0,f=a.nodeType;if(f){if(1===f||9===f||11===f){if("string"==typeof a.textContent)return a.textContent;for(a=a.firstChild;a;a=a.nextSibling)c+=e(a)}else if(3===f||4===f)return a.nodeValue}else while(b=a[d++])c+=e(b);return c},d=ga.selectors={cacheLength:50,createPseudo:ia,match:X,attrHandle:{},find:{},relative:{">":{dir:"parentNode",first:!0}," ":{dir:"parentNode"},"+":{dir:"previousSibling",first:!0},"~":{dir:"previousSibling"}},preFilter:{ATTR:function(a){return a[1]=a[1].replace(ca,da),a[3]=(a[3]||a[4]||a[5]||"").replace(ca,da),"~="===a[2]&&(a[3]=" "+a[3]+" "),a.slice(0,4)},CHILD:function(a){return a[1]=a[1].toLowerCase(),"nth"===a[1].slice(0,3)?(a[3]||ga.error(a[0]),a[4]=+(a[4]?a[5]+(a[6]||1):2*("even"===a[3]||"odd"===a[3])),a[5]=+(a[7]+a[8]||"odd"===a[3])):a[3]&&ga.error(a[0]),a},PSEUDO:function(a){var b,c=!a[6]&&a[2];return X.CHILD.test(a[0])?null:(a[3]?a[2]=a[4]||a[5]||"":c&&V.test(c)&&(b=g(c,!0))&&(b=c.indexOf(")",c.length-b)-c.length)&&(a[0]=a[0].slice(0,b),a[2]=c.slice(0,b)),a.slice(0,3))}},filter:{TAG:function(a){var b=a.replace(ca,da).toLowerCase();return"*"===a?function(){return!0}:function(a){return a.nodeName&&a.nodeName.toLowerCase()===b}},CLASS:function(a){var b=y[a+" "];return b||(b=new RegExp("(^|"+L+")"+a+"("+L+"|$)"))&&y(a,function(a){return b.test("string"==typeof a.className&&a.className||"undefined"!=typeof a.getAttribute&&a.getAttribute("class")||"")})},ATTR:function(a,b,c){return function(d){var e=ga.attr(d,a);return null==e?"!="===b:b?(e+="","="===b?e===c:"!="===b?e!==c:"^="===b?c&&0===e.indexOf(c):"*="===b?c&&e.indexOf(c)>-1:"$="===b?c&&e.slice(-c.length)===c:"~="===b?(" "+e.replace(Q," ")+" ").indexOf(c)>-1:"|="===b?e===c||e.slice(0,c.length+1)===c+"-":!1):!0}},CHILD:function(a,b,c,d,e){var f="nth"!==a.slice(0,3),g="last"!==a.slice(-4),h="of-type"===b;return 1===d&&0===e?function(a){return!!a.parentNode}:function(b,c,i){var j,k,l,m,n,o,p=f!==g?"nextSibling":"previousSibling",q=b.parentNode,r=h&&b.nodeName.toLowerCase(),s=!i&&!h;if(q){if(f){while(p){l=b;while(l=l[p])if(h?l.nodeName.toLowerCase()===r:1===l.nodeType)return!1;o=p="only"===a&&!o&&"nextSibling"}return!0}if(o=[g?q.firstChild:q.lastChild],g&&s){k=q[u]||(q[u]={}),j=k[a]||[],n=j[0]===w&&j[1],m=j[0]===w&&j[2],l=n&&q.childNodes[n];while(l=++n&&l&&l[p]||(m=n=0)||o.pop())if(1===l.nodeType&&++m&&l===b){k[a]=[w,n,m];break}}else if(s&&(j=(b[u]||(b[u]={}))[a])&&j[0]===w)m=j[1];else while(l=++n&&l&&l[p]||(m=n=0)||o.pop())if((h?l.nodeName.toLowerCase()===r:1===l.nodeType)&&++m&&(s&&((l[u]||(l[u]={}))[a]=[w,m]),l===b))break;return m-=e,m===d||m%d===0&&m/d>=0}}},PSEUDO:function(a,b){var c,e=d.pseudos[a]||d.setFilters[a.toLowerCase()]||ga.error("unsupported pseudo: "+a);return e[u]?e(b):e.length>1?(c=[a,a,"",b],d.setFilters.hasOwnProperty(a.toLowerCase())?ia(function(a,c){var d,f=e(a,b),g=f.length;while(g--)d=J(a,f[g]),a[d]=!(c[d]=f[g])}):function(a){return e(a,0,c)}):e}},pseudos:{not:ia(function(a){var b=[],c=[],d=h(a.replace(R,"$1"));return d[u]?ia(function(a,b,c,e){var f,g=d(a,null,e,[]),h=a.length;while(h--)(f=g[h])&&(a[h]=!(b[h]=f))}):function(a,e,f){return b[0]=a,d(b,null,f,c),b[0]=null,!c.pop()}}),has:ia(function(a){return function(b){return ga(a,b).length>0}}),contains:ia(function(a){return a=a.replace(ca,da),function(b){return(b.textContent||b.innerText||e(b)).indexOf(a)>-1}}),lang:ia(function(a){return W.test(a||"")||ga.error("unsupported lang: "+a),a=a.replace(ca,da).toLowerCase(),function(b){var c;do if(c=p?b.lang:b.getAttribute("xml:lang")||b.getAttribute("lang"))return c=c.toLowerCase(),c===a||0===c.indexOf(a+"-");while((b=b.parentNode)&&1===b.nodeType);return!1}}),target:function(b){var c=a.location&&a.location.hash;return c&&c.slice(1)===b.id},root:function(a){return a===o},focus:function(a){return a===n.activeElement&&(!n.hasFocus||n.hasFocus())&&!!(a.type||a.href||~a.tabIndex)},enabled:function(a){return a.disabled===!1},disabled:function(a){return a.disabled===!0},checked:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&!!a.checked||"option"===b&&!!a.selected},selected:function(a){return a.parentNode&&a.parentNode.selectedIndex,a.selected===!0},empty:function(a){for(a=a.firstChild;a;a=a.nextSibling)if(a.nodeType<6)return!1;return!0},parent:function(a){return!d.pseudos.empty(a)},header:function(a){return Z.test(a.nodeName)},input:function(a){return Y.test(a.nodeName)},button:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&"button"===a.type||"button"===b},text:function(a){var b;return"input"===a.nodeName.toLowerCase()&&"text"===a.type&&(null==(b=a.getAttribute("type"))||"text"===b.toLowerCase())},first:oa(function(){return[0]}),last:oa(function(a,b){return[b-1]}),eq:oa(function(a,b,c){return[0>c?c+b:c]}),even:oa(function(a,b){for(var c=0;b>c;c+=2)a.push(c);return a}),odd:oa(function(a,b){for(var c=1;b>c;c+=2)a.push(c);return a}),lt:oa(function(a,b,c){for(var d=0>c?c+b:c;--d>=0;)a.push(d);return a}),gt:oa(function(a,b,c){for(var d=0>c?c+b:c;++d<b;)a.push(d);return a})}},d.pseudos.nth=d.pseudos.eq;for(b in{radio:!0,checkbox:!0,file:!0,password:!0,image:!0})d.pseudos[b]=ma(b);for(b in{submit:!0,reset:!0})d.pseudos[b]=na(b);function qa(){}qa.prototype=d.filters=d.pseudos,d.setFilters=new qa,g=ga.tokenize=function(a,b){var c,e,f,g,h,i,j,k=z[a+" "];if(k)return b?0:k.slice(0);h=a,i=[],j=d.preFilter;while(h){(!c||(e=S.exec(h)))&&(e&&(h=h.slice(e[0].length)||h),i.push(f=[])),c=!1,(e=T.exec(h))&&(c=e.shift(),f.push({value:c,type:e[0].replace(R," ")}),h=h.slice(c.length));for(g in d.filter)!(e=X[g].exec(h))||j[g]&&!(e=j[g](e))||(c=e.shift(),f.push({value:c,type:g,matches:e}),h=h.slice(c.length));if(!c)break}return b?h.length:h?ga.error(a):z(a,i).slice(0)};function ra(a){for(var b=0,c=a.length,d="";c>b;b++)d+=a[b].value;return d}function sa(a,b,c){var d=b.dir,e=c&&"parentNode"===d,f=x++;return b.first?function(b,c,f){while(b=b[d])if(1===b.nodeType||e)return a(b,c,f)}:function(b,c,g){var h,i,j=[w,f];if(g){while(b=b[d])if((1===b.nodeType||e)&&a(b,c,g))return!0}else while(b=b[d])if(1===b.nodeType||e){if(i=b[u]||(b[u]={}),(h=i[d])&&h[0]===w&&h[1]===f)return j[2]=h[2];if(i[d]=j,j[2]=a(b,c,g))return!0}}}function ta(a){return a.length>1?function(b,c,d){var e=a.length;while(e--)if(!a[e](b,c,d))return!1;return!0}:a[0]}function ua(a,b,c){for(var d=0,e=b.length;e>d;d++)ga(a,b[d],c);return c}function va(a,b,c,d,e){for(var f,g=[],h=0,i=a.length,j=null!=b;i>h;h++)(f=a[h])&&(!c||c(f,d,e))&&(g.push(f),j&&b.push(h));return g}function wa(a,b,c,d,e,f){return d&&!d[u]&&(d=wa(d)),e&&!e[u]&&(e=wa(e,f)),ia(function(f,g,h,i){var j,k,l,m=[],n=[],o=g.length,p=f||ua(b||"*",h.nodeType?[h]:h,[]),q=!a||!f&&b?p:va(p,m,a,h,i),r=c?e||(f?a:o||d)?[]:g:q;if(c&&c(q,r,h,i),d){j=va(r,n),d(j,[],h,i),k=j.length;while(k--)(l=j[k])&&(r[n[k]]=!(q[n[k]]=l))}if(f){if(e||a){if(e){j=[],k=r.length;while(k--)(l=r[k])&&j.push(q[k]=l);e(null,r=[],j,i)}k=r.length;while(k--)(l=r[k])&&(j=e?J(f,l):m[k])>-1&&(f[j]=!(g[j]=l))}}else r=va(r===g?r.splice(o,r.length):r),e?e(null,g,r,i):H.apply(g,r)})}function xa(a){for(var b,c,e,f=a.length,g=d.relative[a[0].type],h=g||d.relative[" "],i=g?1:0,k=sa(function(a){return a===b},h,!0),l=sa(function(a){return J(b,a)>-1},h,!0),m=[function(a,c,d){var e=!g&&(d||c!==j)||((b=c).nodeType?k(a,c,d):l(a,c,d));return b=null,e}];f>i;i++)if(c=d.relative[a[i].type])m=[sa(ta(m),c)];else{if(c=d.filter[a[i].type].apply(null,a[i].matches),c[u]){for(e=++i;f>e;e++)if(d.relative[a[e].type])break;return wa(i>1&&ta(m),i>1&&ra(a.slice(0,i-1).concat({value:" "===a[i-2].type?"*":""})).replace(R,"$1"),c,e>i&&xa(a.slice(i,e)),f>e&&xa(a=a.slice(e)),f>e&&ra(a))}m.push(c)}return ta(m)}function ya(a,b){var c=b.length>0,e=a.length>0,f=function(f,g,h,i,k){var l,m,o,p=0,q="0",r=f&&[],s=[],t=j,u=f||e&&d.find.TAG("*",k),v=w+=null==t?1:Math.random()||.1,x=u.length;for(k&&(j=g!==n&&g);q!==x&&null!=(l=u[q]);q++){if(e&&l){m=0;while(o=a[m++])if(o(l,g,h)){i.push(l);break}k&&(w=v)}c&&((l=!o&&l)&&p--,f&&r.push(l))}if(p+=q,c&&q!==p){m=0;while(o=b[m++])o(r,s,g,h);if(f){if(p>0)while(q--)r[q]||s[q]||(s[q]=F.call(i));s=va(s)}H.apply(i,s),k&&!f&&s.length>0&&p+b.length>1&&ga.uniqueSort(i)}return k&&(w=v,j=t),r};return c?ia(f):f}return h=ga.compile=function(a,b){var c,d=[],e=[],f=A[a+" "];if(!f){b||(b=g(a)),c=b.length;while(c--)f=xa(b[c]),f[u]?d.push(f):e.push(f);f=A(a,ya(e,d)),f.selector=a}return f},i=ga.select=function(a,b,e,f){var i,j,k,l,m,n="function"==typeof a&&a,o=!f&&g(a=n.selector||a);if(e=e||[],1===o.length){if(j=o[0]=o[0].slice(0),j.length>2&&"ID"===(k=j[0]).type&&c.getById&&9===b.nodeType&&p&&d.relative[j[1].type]){if(b=(d.find.ID(k.matches[0].replace(ca,da),b)||[])[0],!b)return e;n&&(b=b.parentNode),a=a.slice(j.shift().value.length)}i=X.needsContext.test(a)?0:j.length;while(i--){if(k=j[i],d.relative[l=k.type])break;if((m=d.find[l])&&(f=m(k.matches[0].replace(ca,da),aa.test(j[0].type)&&pa(b.parentNode)||b))){if(j.splice(i,1),a=f.length&&ra(j),!a)return H.apply(e,f),e;break}}}return(n||h(a,o))(f,b,!p,e,aa.test(a)&&pa(b.parentNode)||b),e},c.sortStable=u.split("").sort(B).join("")===u,c.detectDuplicates=!!l,m(),c.sortDetached=ja(function(a){return 1&a.compareDocumentPosition(n.createElement("div"))}),ja(function(a){return a.innerHTML="<a href='#'></a>","#"===a.firstChild.getAttribute("href")})||ka("type|href|height|width",function(a,b,c){return c?void 0:a.getAttribute(b,"type"===b.toLowerCase()?1:2)}),c.attributes&&ja(function(a){return a.innerHTML="<input/>",a.firstChild.setAttribute("value",""),""===a.firstChild.getAttribute("value")})||ka("value",function(a,b,c){return c||"input"!==a.nodeName.toLowerCase()?void 0:a.defaultValue}),ja(function(a){return null==a.getAttribute("disabled")})||ka(K,function(a,b,c){var d;return c?void 0:a[b]===!0?b.toLowerCase():(d=a.getAttributeNode(b))&&d.specified?d.value:null}),ga}(a);m.find=s,m.expr=s.selectors,m.expr[":"]=m.expr.pseudos,m.unique=s.uniqueSort,m.text=s.getText,m.isXMLDoc=s.isXML,m.contains=s.contains;var t=m.expr.match.needsContext,u=/^<(\w+)\s*\/?>(?:<\/\1>|)$/,v=/^.[^:#\[\.,]*$/;function w(a,b,c){if(m.isFunction(b))return m.grep(a,function(a,d){return!!b.call(a,d,a)!==c});if(b.nodeType)return m.grep(a,function(a){return a===b!==c});if("string"==typeof b){if(v.test(b))return m.filter(b,a,c);b=m.filter(b,a)}return m.grep(a,function(a){return m.inArray(a,b)>=0!==c})}m.filter=function(a,b,c){var d=b[0];return c&&(a=":not("+a+")"),1===b.length&&1===d.nodeType?m.find.matchesSelector(d,a)?[d]:[]:m.find.matches(a,m.grep(b,function(a){return 1===a.nodeType}))},m.fn.extend({find:function(a){var b,c=[],d=this,e=d.length;if("string"!=typeof a)return this.pushStack(m(a).filter(function(){for(b=0;e>b;b++)if(m.contains(d[b],this))return!0}));for(b=0;e>b;b++)m.find(a,d[b],c);return c=this.pushStack(e>1?m.unique(c):c),c.selector=this.selector?this.selector+" "+a:a,c},filter:function(a){return this.pushStack(w(this,a||[],!1))},not:function(a){return this.pushStack(w(this,a||[],!0))},is:function(a){return!!w(this,"string"==typeof a&&t.test(a)?m(a):a||[],!1).length}});var x,y=a.document,z=/^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]*))$/,A=m.fn.init=function(a,b){var c,d;if(!a)return this;if("string"==typeof a){if(c="<"===a.charAt(0)&&">"===a.charAt(a.length-1)&&a.length>=3?[null,a,null]:z.exec(a),!c||!c[1]&&b)return!b||b.jquery?(b||x).find(a):this.constructor(b).find(a);if(c[1]){if(b=b instanceof m?b[0]:b,m.merge(this,m.parseHTML(c[1],b&&b.nodeType?b.ownerDocument||b:y,!0)),u.test(c[1])&&m.isPlainObject(b))for(c in b)m.isFunction(this[c])?this[c](b[c]):this.attr(c,b[c]);return this}if(d=y.getElementById(c[2]),d&&d.parentNode){if(d.id!==c[2])return x.find(a);this.length=1,this[0]=d}return this.context=y,this.selector=a,this}return a.nodeType?(this.context=this[0]=a,this.length=1,this):m.isFunction(a)?"undefined"!=typeof x.ready?x.ready(a):a(m):(void 0!==a.selector&&(this.selector=a.selector,this.context=a.context),m.makeArray(a,this))};A.prototype=m.fn,x=m(y);var B=/^(?:parents|prev(?:Until|All))/,C={children:!0,contents:!0,next:!0,prev:!0};m.extend({dir:function(a,b,c){var d=[],e=a[b];while(e&&9!==e.nodeType&&(void 0===c||1!==e.nodeType||!m(e).is(c)))1===e.nodeType&&d.push(e),e=e[b];return d},sibling:function(a,b){for(var c=[];a;a=a.nextSibling)1===a.nodeType&&a!==b&&c.push(a);return c}}),m.fn.extend({has:function(a){var b,c=m(a,this),d=c.length;return this.filter(function(){for(b=0;d>b;b++)if(m.contains(this,c[b]))return!0})},closest:function(a,b){for(var c,d=0,e=this.length,f=[],g=t.test(a)||"string"!=typeof a?m(a,b||this.context):0;e>d;d++)for(c=this[d];c&&c!==b;c=c.parentNode)if(c.nodeType<11&&(g?g.index(c)>-1:1===c.nodeType&&m.find.matchesSelector(c,a))){f.push(c);break}return this.pushStack(f.length>1?m.unique(f):f)},index:function(a){return a?"string"==typeof a?m.inArray(this[0],m(a)):m.inArray(a.jquery?a[0]:a,this):this[0]&&this[0].parentNode?this.first().prevAll().length:-1},add:function(a,b){return this.pushStack(m.unique(m.merge(this.get(),m(a,b))))},addBack:function(a){return this.add(null==a?this.prevObject:this.prevObject.filter(a))}});function D(a,b){do a=a[b];while(a&&1!==a.nodeType);return a}m.each({parent:function(a){var b=a.parentNode;return b&&11!==b.nodeType?b:null},parents:function(a){return m.dir(a,"parentNode")},parentsUntil:function(a,b,c){return m.dir(a,"parentNode",c)},next:function(a){return D(a,"nextSibling")},prev:function(a){return D(a,"previousSibling")},nextAll:function(a){return m.dir(a,"nextSibling")},prevAll:function(a){return m.dir(a,"previousSibling")},nextUntil:function(a,b,c){return m.dir(a,"nextSibling",c)},prevUntil:function(a,b,c){return m.dir(a,"previousSibling",c)},siblings:function(a){return m.sibling((a.parentNode||{}).firstChild,a)},children:function(a){return m.sibling(a.firstChild)},contents:function(a){return m.nodeName(a,"iframe")?a.contentDocument||a.contentWindow.document:m.merge([],a.childNodes)}},function(a,b){m.fn[a]=function(c,d){var e=m.map(this,b,c);return"Until"!==a.slice(-5)&&(d=c),d&&"string"==typeof d&&(e=m.filter(d,e)),this.length>1&&(C[a]||(e=m.unique(e)),B.test(a)&&(e=e.reverse())),this.pushStack(e)}});var E=/\S+/g,F={};function G(a){var b=F[a]={};return m.each(a.match(E)||[],function(a,c){b[c]=!0}),b}m.Callbacks=function(a){a="string"==typeof a?F[a]||G(a):m.extend({},a);var b,c,d,e,f,g,h=[],i=!a.once&&[],j=function(l){for(c=a.memory&&l,d=!0,f=g||0,g=0,e=h.length,b=!0;h&&e>f;f++)if(h[f].apply(l[0],l[1])===!1&&a.stopOnFalse){c=!1;break}b=!1,h&&(i?i.length&&j(i.shift()):c?h=[]:k.disable())},k={add:function(){if(h){var d=h.length;!function f(b){m.each(b,function(b,c){var d=m.type(c);"function"===d?a.unique&&k.has(c)||h.push(c):c&&c.length&&"string"!==d&&f(c)})}(arguments),b?e=h.length:c&&(g=d,j(c))}return this},remove:function(){return h&&m.each(arguments,function(a,c){var d;while((d=m.inArray(c,h,d))>-1)h.splice(d,1),b&&(e>=d&&e--,f>=d&&f--)}),this},has:function(a){return a?m.inArray(a,h)>-1:!(!h||!h.length)},empty:function(){return h=[],e=0,this},disable:function(){return h=i=c=void 0,this},disabled:function(){return!h},lock:function(){return i=void 0,c||k.disable(),this},locked:function(){return!i},fireWith:function(a,c){return!h||d&&!i||(c=c||[],c=[a,c.slice?c.slice():c],b?i.push(c):j(c)),this},fire:function(){return k.fireWith(this,arguments),this},fired:function(){return!!d}};return k},m.extend({Deferred:function(a){var b=[["resolve","done",m.Callbacks("once memory"),"resolved"],["reject","fail",m.Callbacks("once memory"),"rejected"],["notify","progress",m.Callbacks("memory")]],c="pending",d={state:function(){return c},always:function(){return e.done(arguments).fail(arguments),this},then:function(){var a=arguments;return m.Deferred(function(c){m.each(b,function(b,f){var g=m.isFunction(a[b])&&a[b];e[f[1]](function(){var a=g&&g.apply(this,arguments);a&&m.isFunction(a.promise)?a.promise().done(c.resolve).fail(c.reject).progress(c.notify):c[f[0]+"With"](this===d?c.promise():this,g?[a]:arguments)})}),a=null}).promise()},promise:function(a){return null!=a?m.extend(a,d):d}},e={};return d.pipe=d.then,m.each(b,function(a,f){var g=f[2],h=f[3];d[f[1]]=g.add,h&&g.add(function(){c=h},b[1^a][2].disable,b[2][2].lock),e[f[0]]=function(){return e[f[0]+"With"](this===e?d:this,arguments),this},e[f[0]+"With"]=g.fireWith}),d.promise(e),a&&a.call(e,e),e},when:function(a){var b=0,c=d.call(arguments),e=c.length,f=1!==e||a&&m.isFunction(a.promise)?e:0,g=1===f?a:m.Deferred(),h=function(a,b,c){return function(e){b[a]=this,c[a]=arguments.length>1?d.call(arguments):e,c===i?g.notifyWith(b,c):--f||g.resolveWith(b,c)}},i,j,k;if(e>1)for(i=new Array(e),j=new Array(e),k=new Array(e);e>b;b++)c[b]&&m.isFunction(c[b].promise)?c[b].promise().done(h(b,k,c)).fail(g.reject).progress(h(b,j,i)):--f;return f||g.resolveWith(k,c),g.promise()}});var H;m.fn.ready=function(a){return m.ready.promise().done(a),this},m.extend({isReady:!1,readyWait:1,holdReady:function(a){a?m.readyWait++:m.ready(!0)},ready:function(a){if(a===!0?!--m.readyWait:!m.isReady){if(!y.body)return setTimeout(m.ready);m.isReady=!0,a!==!0&&--m.readyWait>0||(H.resolveWith(y,[m]),m.fn.triggerHandler&&(m(y).triggerHandler("ready"),m(y).off("ready")))}}});function I(){y.addEventListener?(y.removeEventListener("DOMContentLoaded",J,!1),a.removeEventListener("load",J,!1)):(y.detachEvent("onreadystatechange",J),a.detachEvent("onload",J))}function J(){(y.addEventListener||"load"===event.type||"complete"===y.readyState)&&(I(),m.ready())}m.ready.promise=function(b){if(!H)if(H=m.Deferred(),"complete"===y.readyState)setTimeout(m.ready);else if(y.addEventListener)y.addEventListener("DOMContentLoaded",J,!1),a.addEventListener("load",J,!1);else{y.attachEvent("onreadystatechange",J),a.attachEvent("onload",J);var c=!1;try{c=null==a.frameElement&&y.documentElement}catch(d){}c&&c.doScroll&&!function e(){if(!m.isReady){try{c.doScroll("left")}catch(a){return setTimeout(e,50)}I(),m.ready()}}()}return H.promise(b)};var K="undefined",L;for(L in m(k))break;k.ownLast="0"!==L,k.inlineBlockNeedsLayout=!1,m(function(){var a,b,c,d;c=y.getElementsByTagName("body")[0],c&&c.style&&(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),typeof b.style.zoom!==K&&(b.style.cssText="display:inline;margin:0;border:0;padding:1px;width:1px;zoom:1",k.inlineBlockNeedsLayout=a=3===b.offsetWidth,a&&(c.style.zoom=1)),c.removeChild(d))}),function(){var a=y.createElement("div");if(null==k.deleteExpando){k.deleteExpando=!0;try{delete a.test}catch(b){k.deleteExpando=!1}}a=null}(),m.acceptData=function(a){var b=m.noData[(a.nodeName+" ").toLowerCase()],c=+a.nodeType||1;return 1!==c&&9!==c?!1:!b||b!==!0&&a.getAttribute("classid")===b};var M=/^(?:\{[\w\W]*\}|\[[\w\W]*\])$/,N=/([A-Z])/g;function O(a,b,c){if(void 0===c&&1===a.nodeType){var d="data-"+b.replace(N,"-$1").toLowerCase();if(c=a.getAttribute(d),"string"==typeof c){try{c="true"===c?!0:"false"===c?!1:"null"===c?null:+c+""===c?+c:M.test(c)?m.parseJSON(c):c}catch(e){}m.data(a,b,c)}else c=void 0}return c}function P(a){var b;for(b in a)if(("data"!==b||!m.isEmptyObject(a[b]))&&"toJSON"!==b)return!1;

return!0}function Q(a,b,d,e){if(m.acceptData(a)){var f,g,h=m.expando,i=a.nodeType,j=i?m.cache:a,k=i?a[h]:a[h]&&h;if(k&&j[k]&&(e||j[k].data)||void 0!==d||"string"!=typeof b)return k||(k=i?a[h]=c.pop()||m.guid++:h),j[k]||(j[k]=i?{}:{toJSON:m.noop}),("object"==typeof b||"function"==typeof b)&&(e?j[k]=m.extend(j[k],b):j[k].data=m.extend(j[k].data,b)),g=j[k],e||(g.data||(g.data={}),g=g.data),void 0!==d&&(g[m.camelCase(b)]=d),"string"==typeof b?(f=g[b],null==f&&(f=g[m.camelCase(b)])):f=g,f}}function R(a,b,c){if(m.acceptData(a)){var d,e,f=a.nodeType,g=f?m.cache:a,h=f?a[m.expando]:m.expando;if(g[h]){if(b&&(d=c?g[h]:g[h].data)){m.isArray(b)?b=b.concat(m.map(b,m.camelCase)):b in d?b=[b]:(b=m.camelCase(b),b=b in d?[b]:b.split(" ")),e=b.length;while(e--)delete d[b[e]];if(c?!P(d):!m.isEmptyObject(d))return}(c||(delete g[h].data,P(g[h])))&&(f?m.cleanData([a],!0):k.deleteExpando||g!=g.window?delete g[h]:g[h]=null)}}}m.extend({cache:{},noData:{"applet ":!0,"embed ":!0,"object ":"clsid:D27CDB6E-AE6D-11cf-96B8-444553540000"},hasData:function(a){return a=a.nodeType?m.cache[a[m.expando]]:a[m.expando],!!a&&!P(a)},data:function(a,b,c){return Q(a,b,c)},removeData:function(a,b){return R(a,b)},_data:function(a,b,c){return Q(a,b,c,!0)},_removeData:function(a,b){return R(a,b,!0)}}),m.fn.extend({data:function(a,b){var c,d,e,f=this[0],g=f&&f.attributes;if(void 0===a){if(this.length&&(e=m.data(f),1===f.nodeType&&!m._data(f,"parsedAttrs"))){c=g.length;while(c--)g[c]&&(d=g[c].name,0===d.indexOf("data-")&&(d=m.camelCase(d.slice(5)),O(f,d,e[d])));m._data(f,"parsedAttrs",!0)}return e}return"object"==typeof a?this.each(function(){m.data(this,a)}):arguments.length>1?this.each(function(){m.data(this,a,b)}):f?O(f,a,m.data(f,a)):void 0},removeData:function(a){return this.each(function(){m.removeData(this,a)})}}),m.extend({queue:function(a,b,c){var d;return a?(b=(b||"fx")+"queue",d=m._data(a,b),c&&(!d||m.isArray(c)?d=m._data(a,b,m.makeArray(c)):d.push(c)),d||[]):void 0},dequeue:function(a,b){b=b||"fx";var c=m.queue(a,b),d=c.length,e=c.shift(),f=m._queueHooks(a,b),g=function(){m.dequeue(a,b)};"inprogress"===e&&(e=c.shift(),d--),e&&("fx"===b&&c.unshift("inprogress"),delete f.stop,e.call(a,g,f)),!d&&f&&f.empty.fire()},_queueHooks:function(a,b){var c=b+"queueHooks";return m._data(a,c)||m._data(a,c,{empty:m.Callbacks("once memory").add(function(){m._removeData(a,b+"queue"),m._removeData(a,c)})})}}),m.fn.extend({queue:function(a,b){var c=2;return"string"!=typeof a&&(b=a,a="fx",c--),arguments.length<c?m.queue(this[0],a):void 0===b?this:this.each(function(){var c=m.queue(this,a,b);m._queueHooks(this,a),"fx"===a&&"inprogress"!==c[0]&&m.dequeue(this,a)})},dequeue:function(a){return this.each(function(){m.dequeue(this,a)})},clearQueue:function(a){return this.queue(a||"fx",[])},promise:function(a,b){var c,d=1,e=m.Deferred(),f=this,g=this.length,h=function(){--d||e.resolveWith(f,[f])};"string"!=typeof a&&(b=a,a=void 0),a=a||"fx";while(g--)c=m._data(f[g],a+"queueHooks"),c&&c.empty&&(d++,c.empty.add(h));return h(),e.promise(b)}});var S=/[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/.source,T=["Top","Right","Bottom","Left"],U=function(a,b){return a=b||a,"none"===m.css(a,"display")||!m.contains(a.ownerDocument,a)},V=m.access=function(a,b,c,d,e,f,g){var h=0,i=a.length,j=null==c;if("object"===m.type(c)){e=!0;for(h in c)m.access(a,b,h,c[h],!0,f,g)}else if(void 0!==d&&(e=!0,m.isFunction(d)||(g=!0),j&&(g?(b.call(a,d),b=null):(j=b,b=function(a,b,c){return j.call(m(a),c)})),b))for(;i>h;h++)b(a[h],c,g?d:d.call(a[h],h,b(a[h],c)));return e?a:j?b.call(a):i?b(a[0],c):f},W=/^(?:checkbox|radio)$/i;!function(){var a=y.createElement("input"),b=y.createElement("div"),c=y.createDocumentFragment();if(b.innerHTML="  <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",k.leadingWhitespace=3===b.firstChild.nodeType,k.tbody=!b.getElementsByTagName("tbody").length,k.htmlSerialize=!!b.getElementsByTagName("link").length,k.html5Clone="<:nav></:nav>"!==y.createElement("nav").cloneNode(!0).outerHTML,a.type="checkbox",a.checked=!0,c.appendChild(a),k.appendChecked=a.checked,b.innerHTML="<textarea>x</textarea>",k.noCloneChecked=!!b.cloneNode(!0).lastChild.defaultValue,c.appendChild(b),b.innerHTML="<input type='radio' checked='checked' name='t'/>",k.checkClone=b.cloneNode(!0).cloneNode(!0).lastChild.checked,k.noCloneEvent=!0,b.attachEvent&&(b.attachEvent("onclick",function(){k.noCloneEvent=!1}),b.cloneNode(!0).click()),null==k.deleteExpando){k.deleteExpando=!0;try{delete b.test}catch(d){k.deleteExpando=!1}}}(),function(){var b,c,d=y.createElement("div");for(b in{submit:!0,change:!0,focusin:!0})c="on"+b,(k[b+"Bubbles"]=c in a)||(d.setAttribute(c,"t"),k[b+"Bubbles"]=d.attributes[c].expando===!1);d=null}();var X=/^(?:input|select|textarea)$/i,Y=/^key/,Z=/^(?:mouse|pointer|contextmenu)|click/,$=/^(?:focusinfocus|focusoutblur)$/,_=/^([^.]*)(?:\.(.+)|)$/;function aa(){return!0}function ba(){return!1}function ca(){try{return y.activeElement}catch(a){}}m.event={global:{},add:function(a,b,c,d,e){var f,g,h,i,j,k,l,n,o,p,q,r=m._data(a);if(r){c.handler&&(i=c,c=i.handler,e=i.selector),c.guid||(c.guid=m.guid++),(g=r.events)||(g=r.events={}),(k=r.handle)||(k=r.handle=function(a){return typeof m===K||a&&m.event.triggered===a.type?void 0:m.event.dispatch.apply(k.elem,arguments)},k.elem=a),b=(b||"").match(E)||[""],h=b.length;while(h--)f=_.exec(b[h])||[],o=q=f[1],p=(f[2]||"").split(".").sort(),o&&(j=m.event.special[o]||{},o=(e?j.delegateType:j.bindType)||o,j=m.event.special[o]||{},l=m.extend({type:o,origType:q,data:d,handler:c,guid:c.guid,selector:e,needsContext:e&&m.expr.match.needsContext.test(e),namespace:p.join(".")},i),(n=g[o])||(n=g[o]=[],n.delegateCount=0,j.setup&&j.setup.call(a,d,p,k)!==!1||(a.addEventListener?a.addEventListener(o,k,!1):a.attachEvent&&a.attachEvent("on"+o,k))),j.add&&(j.add.call(a,l),l.handler.guid||(l.handler.guid=c.guid)),e?n.splice(n.delegateCount++,0,l):n.push(l),m.event.global[o]=!0);a=null}},remove:function(a,b,c,d,e){var f,g,h,i,j,k,l,n,o,p,q,r=m.hasData(a)&&m._data(a);if(r&&(k=r.events)){b=(b||"").match(E)||[""],j=b.length;while(j--)if(h=_.exec(b[j])||[],o=q=h[1],p=(h[2]||"").split(".").sort(),o){l=m.event.special[o]||{},o=(d?l.delegateType:l.bindType)||o,n=k[o]||[],h=h[2]&&new RegExp("(^|\\.)"+p.join("\\.(?:.*\\.|)")+"(\\.|$)"),i=f=n.length;while(f--)g=n[f],!e&&q!==g.origType||c&&c.guid!==g.guid||h&&!h.test(g.namespace)||d&&d!==g.selector&&("**"!==d||!g.selector)||(n.splice(f,1),g.selector&&n.delegateCount--,l.remove&&l.remove.call(a,g));i&&!n.length&&(l.teardown&&l.teardown.call(a,p,r.handle)!==!1||m.removeEvent(a,o,r.handle),delete k[o])}else for(o in k)m.event.remove(a,o+b[j],c,d,!0);m.isEmptyObject(k)&&(delete r.handle,m._removeData(a,"events"))}},trigger:function(b,c,d,e){var f,g,h,i,k,l,n,o=[d||y],p=j.call(b,"type")?b.type:b,q=j.call(b,"namespace")?b.namespace.split("."):[];if(h=l=d=d||y,3!==d.nodeType&&8!==d.nodeType&&!$.test(p+m.event.triggered)&&(p.indexOf(".")>=0&&(q=p.split("."),p=q.shift(),q.sort()),g=p.indexOf(":")<0&&"on"+p,b=b[m.expando]?b:new m.Event(p,"object"==typeof b&&b),b.isTrigger=e?2:3,b.namespace=q.join("."),b.namespace_re=b.namespace?new RegExp("(^|\\.)"+q.join("\\.(?:.*\\.|)")+"(\\.|$)"):null,b.result=void 0,b.target||(b.target=d),c=null==c?[b]:m.makeArray(c,[b]),k=m.event.special[p]||{},e||!k.trigger||k.trigger.apply(d,c)!==!1)){if(!e&&!k.noBubble&&!m.isWindow(d)){for(i=k.delegateType||p,$.test(i+p)||(h=h.parentNode);h;h=h.parentNode)o.push(h),l=h;l===(d.ownerDocument||y)&&o.push(l.defaultView||l.parentWindow||a)}n=0;while((h=o[n++])&&!b.isPropagationStopped())b.type=n>1?i:k.bindType||p,f=(m._data(h,"events")||{})[b.type]&&m._data(h,"handle"),f&&f.apply(h,c),f=g&&h[g],f&&f.apply&&m.acceptData(h)&&(b.result=f.apply(h,c),b.result===!1&&b.preventDefault());if(b.type=p,!e&&!b.isDefaultPrevented()&&(!k._default||k._default.apply(o.pop(),c)===!1)&&m.acceptData(d)&&g&&d[p]&&!m.isWindow(d)){l=d[g],l&&(d[g]=null),m.event.triggered=p;try{d[p]()}catch(r){}m.event.triggered=void 0,l&&(d[g]=l)}return b.result}},dispatch:function(a){a=m.event.fix(a);var b,c,e,f,g,h=[],i=d.call(arguments),j=(m._data(this,"events")||{})[a.type]||[],k=m.event.special[a.type]||{};if(i[0]=a,a.delegateTarget=this,!k.preDispatch||k.preDispatch.call(this,a)!==!1){h=m.event.handlers.call(this,a,j),b=0;while((f=h[b++])&&!a.isPropagationStopped()){a.currentTarget=f.elem,g=0;while((e=f.handlers[g++])&&!a.isImmediatePropagationStopped())(!a.namespace_re||a.namespace_re.test(e.namespace))&&(a.handleObj=e,a.data=e.data,c=((m.event.special[e.origType]||{}).handle||e.handler).apply(f.elem,i),void 0!==c&&(a.result=c)===!1&&(a.preventDefault(),a.stopPropagation()))}return k.postDispatch&&k.postDispatch.call(this,a),a.result}},handlers:function(a,b){var c,d,e,f,g=[],h=b.delegateCount,i=a.target;if(h&&i.nodeType&&(!a.button||"click"!==a.type))for(;i!=this;i=i.parentNode||this)if(1===i.nodeType&&(i.disabled!==!0||"click"!==a.type)){for(e=[],f=0;h>f;f++)d=b[f],c=d.selector+" ",void 0===e[c]&&(e[c]=d.needsContext?m(c,this).index(i)>=0:m.find(c,this,null,[i]).length),e[c]&&e.push(d);e.length&&g.push({elem:i,handlers:e})}return h<b.length&&g.push({elem:this,handlers:b.slice(h)}),g},fix:function(a){if(a[m.expando])return a;var b,c,d,e=a.type,f=a,g=this.fixHooks[e];g||(this.fixHooks[e]=g=Z.test(e)?this.mouseHooks:Y.test(e)?this.keyHooks:{}),d=g.props?this.props.concat(g.props):this.props,a=new m.Event(f),b=d.length;while(b--)c=d[b],a[c]=f[c];return a.target||(a.target=f.srcElement||y),3===a.target.nodeType&&(a.target=a.target.parentNode),a.metaKey=!!a.metaKey,g.filter?g.filter(a,f):a},props:"altKey bubbles cancelable ctrlKey currentTarget eventPhase metaKey relatedTarget shiftKey target timeStamp view which".split(" "),fixHooks:{},keyHooks:{props:"char charCode key keyCode".split(" "),filter:function(a,b){return null==a.which&&(a.which=null!=b.charCode?b.charCode:b.keyCode),a}},mouseHooks:{props:"button buttons clientX clientY fromElement offsetX offsetY pageX pageY screenX screenY toElement".split(" "),filter:function(a,b){var c,d,e,f=b.button,g=b.fromElement;return null==a.pageX&&null!=b.clientX&&(d=a.target.ownerDocument||y,e=d.documentElement,c=d.body,a.pageX=b.clientX+(e&&e.scrollLeft||c&&c.scrollLeft||0)-(e&&e.clientLeft||c&&c.clientLeft||0),a.pageY=b.clientY+(e&&e.scrollTop||c&&c.scrollTop||0)-(e&&e.clientTop||c&&c.clientTop||0)),!a.relatedTarget&&g&&(a.relatedTarget=g===a.target?b.toElement:g),a.which||void 0===f||(a.which=1&f?1:2&f?3:4&f?2:0),a}},special:{load:{noBubble:!0},focus:{trigger:function(){if(this!==ca()&&this.focus)try{return this.focus(),!1}catch(a){}},delegateType:"focusin"},blur:{trigger:function(){return this===ca()&&this.blur?(this.blur(),!1):void 0},delegateType:"focusout"},click:{trigger:function(){return m.nodeName(this,"input")&&"checkbox"===this.type&&this.click?(this.click(),!1):void 0},_default:function(a){return m.nodeName(a.target,"a")}},beforeunload:{postDispatch:function(a){void 0!==a.result&&a.originalEvent&&(a.originalEvent.returnValue=a.result)}}},simulate:function(a,b,c,d){var e=m.extend(new m.Event,c,{type:a,isSimulated:!0,originalEvent:{}});d?m.event.trigger(e,null,b):m.event.dispatch.call(b,e),e.isDefaultPrevented()&&c.preventDefault()}},m.removeEvent=y.removeEventListener?function(a,b,c){a.removeEventListener&&a.removeEventListener(b,c,!1)}:function(a,b,c){var d="on"+b;a.detachEvent&&(typeof a[d]===K&&(a[d]=null),a.detachEvent(d,c))},m.Event=function(a,b){return this instanceof m.Event?(a&&a.type?(this.originalEvent=a,this.type=a.type,this.isDefaultPrevented=a.defaultPrevented||void 0===a.defaultPrevented&&a.returnValue===!1?aa:ba):this.type=a,b&&m.extend(this,b),this.timeStamp=a&&a.timeStamp||m.now(),void(this[m.expando]=!0)):new m.Event(a,b)},m.Event.prototype={isDefaultPrevented:ba,isPropagationStopped:ba,isImmediatePropagationStopped:ba,preventDefault:function(){var a=this.originalEvent;this.isDefaultPrevented=aa,a&&(a.preventDefault?a.preventDefault():a.returnValue=!1)},stopPropagation:function(){var a=this.originalEvent;this.isPropagationStopped=aa,a&&(a.stopPropagation&&a.stopPropagation(),a.cancelBubble=!0)},stopImmediatePropagation:function(){var a=this.originalEvent;this.isImmediatePropagationStopped=aa,a&&a.stopImmediatePropagation&&a.stopImmediatePropagation(),this.stopPropagation()}},m.each({mouseenter:"mouseover",mouseleave:"mouseout",pointerenter:"pointerover",pointerleave:"pointerout"},function(a,b){m.event.special[a]={delegateType:b,bindType:b,handle:function(a){var c,d=this,e=a.relatedTarget,f=a.handleObj;return(!e||e!==d&&!m.contains(d,e))&&(a.type=f.origType,c=f.handler.apply(this,arguments),a.type=b),c}}}),k.submitBubbles||(m.event.special.submit={setup:function(){return m.nodeName(this,"form")?!1:void m.event.add(this,"click._submit keypress._submit",function(a){var b=a.target,c=m.nodeName(b,"input")||m.nodeName(b,"button")?b.form:void 0;c&&!m._data(c,"submitBubbles")&&(m.event.add(c,"submit._submit",function(a){a._submit_bubble=!0}),m._data(c,"submitBubbles",!0))})},postDispatch:function(a){a._submit_bubble&&(delete a._submit_bubble,this.parentNode&&!a.isTrigger&&m.event.simulate("submit",this.parentNode,a,!0))},teardown:function(){return m.nodeName(this,"form")?!1:void m.event.remove(this,"._submit")}}),k.changeBubbles||(m.event.special.change={setup:function(){return X.test(this.nodeName)?(("checkbox"===this.type||"radio"===this.type)&&(m.event.add(this,"propertychange._change",function(a){"checked"===a.originalEvent.propertyName&&(this._just_changed=!0)}),m.event.add(this,"click._change",function(a){this._just_changed&&!a.isTrigger&&(this._just_changed=!1),m.event.simulate("change",this,a,!0)})),!1):void m.event.add(this,"beforeactivate._change",function(a){var b=a.target;X.test(b.nodeName)&&!m._data(b,"changeBubbles")&&(m.event.add(b,"change._change",function(a){!this.parentNode||a.isSimulated||a.isTrigger||m.event.simulate("change",this.parentNode,a,!0)}),m._data(b,"changeBubbles",!0))})},handle:function(a){var b=a.target;return this!==b||a.isSimulated||a.isTrigger||"radio"!==b.type&&"checkbox"!==b.type?a.handleObj.handler.apply(this,arguments):void 0},teardown:function(){return m.event.remove(this,"._change"),!X.test(this.nodeName)}}),k.focusinBubbles||m.each({focus:"focusin",blur:"focusout"},function(a,b){var c=function(a){m.event.simulate(b,a.target,m.event.fix(a),!0)};m.event.special[b]={setup:function(){var d=this.ownerDocument||this,e=m._data(d,b);e||d.addEventListener(a,c,!0),m._data(d,b,(e||0)+1)},teardown:function(){var d=this.ownerDocument||this,e=m._data(d,b)-1;e?m._data(d,b,e):(d.removeEventListener(a,c,!0),m._removeData(d,b))}}}),m.fn.extend({on:function(a,b,c,d,e){var f,g;if("object"==typeof a){"string"!=typeof b&&(c=c||b,b=void 0);for(f in a)this.on(f,b,c,a[f],e);return this}if(null==c&&null==d?(d=b,c=b=void 0):null==d&&("string"==typeof b?(d=c,c=void 0):(d=c,c=b,b=void 0)),d===!1)d=ba;else if(!d)return this;return 1===e&&(g=d,d=function(a){return m().off(a),g.apply(this,arguments)},d.guid=g.guid||(g.guid=m.guid++)),this.each(function(){m.event.add(this,a,d,c,b)})},one:function(a,b,c,d){return this.on(a,b,c,d,1)},off:function(a,b,c){var d,e;if(a&&a.preventDefault&&a.handleObj)return d=a.handleObj,m(a.delegateTarget).off(d.namespace?d.origType+"."+d.namespace:d.origType,d.selector,d.handler),this;if("object"==typeof a){for(e in a)this.off(e,b,a[e]);return this}return(b===!1||"function"==typeof b)&&(c=b,b=void 0),c===!1&&(c=ba),this.each(function(){m.event.remove(this,a,c,b)})},trigger:function(a,b){return this.each(function(){m.event.trigger(a,b,this)})},triggerHandler:function(a,b){var c=this[0];return c?m.event.trigger(a,b,c,!0):void 0}});function da(a){var b=ea.split("|"),c=a.createDocumentFragment();if(c.createElement)while(b.length)c.createElement(b.pop());return c}var ea="abbr|article|aside|audio|bdi|canvas|data|datalist|details|figcaption|figure|footer|header|hgroup|mark|meter|nav|output|progress|section|summary|time|video",fa=/ jQuery\d+="(?:null|\d+)"/g,ga=new RegExp("<(?:"+ea+")[\\s/>]","i"),ha=/^\s+/,ia=/<(?!area|br|col|embed|hr|img|input|link|meta|param)(([\w:]+)[^>]*)\/>/gi,ja=/<([\w:]+)/,ka=/<tbody/i,la=/<|&#?\w+;/,ma=/<(?:script|style|link)/i,na=/checked\s*(?:[^=]|=\s*.checked.)/i,oa=/^$|\/(?:java|ecma)script/i,pa=/^true\/(.*)/,qa=/^\s*<!(?:\[CDATA\[|--)|(?:\]\]|--)>\s*$/g,ra={option:[1,"<select multiple='multiple'>","</select>"],legend:[1,"<fieldset>","</fieldset>"],area:[1,"<map>","</map>"],param:[1,"<object>","</object>"],thead:[1,"<table>","</table>"],tr:[2,"<table><tbody>","</tbody></table>"],col:[2,"<table><tbody></tbody><colgroup>","</colgroup></table>"],td:[3,"<table><tbody><tr>","</tr></tbody></table>"],_default:k.htmlSerialize?[0,"",""]:[1,"X<div>","</div>"]},sa=da(y),ta=sa.appendChild(y.createElement("div"));ra.optgroup=ra.option,ra.tbody=ra.tfoot=ra.colgroup=ra.caption=ra.thead,ra.th=ra.td;function ua(a,b){var c,d,e=0,f=typeof a.getElementsByTagName!==K?a.getElementsByTagName(b||"*"):typeof a.querySelectorAll!==K?a.querySelectorAll(b||"*"):void 0;if(!f)for(f=[],c=a.childNodes||a;null!=(d=c[e]);e++)!b||m.nodeName(d,b)?f.push(d):m.merge(f,ua(d,b));return void 0===b||b&&m.nodeName(a,b)?m.merge([a],f):f}function va(a){W.test(a.type)&&(a.defaultChecked=a.checked)}function wa(a,b){return m.nodeName(a,"table")&&m.nodeName(11!==b.nodeType?b:b.firstChild,"tr")?a.getElementsByTagName("tbody")[0]||a.appendChild(a.ownerDocument.createElement("tbody")):a}function xa(a){return a.type=(null!==m.find.attr(a,"type"))+"/"+a.type,a}function ya(a){var b=pa.exec(a.type);return b?a.type=b[1]:a.removeAttribute("type"),a}function za(a,b){for(var c,d=0;null!=(c=a[d]);d++)m._data(c,"globalEval",!b||m._data(b[d],"globalEval"))}function Aa(a,b){if(1===b.nodeType&&m.hasData(a)){var c,d,e,f=m._data(a),g=m._data(b,f),h=f.events;if(h){delete g.handle,g.events={};for(c in h)for(d=0,e=h[c].length;e>d;d++)m.event.add(b,c,h[c][d])}g.data&&(g.data=m.extend({},g.data))}}function Ba(a,b){var c,d,e;if(1===b.nodeType){if(c=b.nodeName.toLowerCase(),!k.noCloneEvent&&b[m.expando]){e=m._data(b);for(d in e.events)m.removeEvent(b,d,e.handle);b.removeAttribute(m.expando)}"script"===c&&b.text!==a.text?(xa(b).text=a.text,ya(b)):"object"===c?(b.parentNode&&(b.outerHTML=a.outerHTML),k.html5Clone&&a.innerHTML&&!m.trim(b.innerHTML)&&(b.innerHTML=a.innerHTML)):"input"===c&&W.test(a.type)?(b.defaultChecked=b.checked=a.checked,b.value!==a.value&&(b.value=a.value)):"option"===c?b.defaultSelected=b.selected=a.defaultSelected:("input"===c||"textarea"===c)&&(b.defaultValue=a.defaultValue)}}m.extend({clone:function(a,b,c){var d,e,f,g,h,i=m.contains(a.ownerDocument,a);if(k.html5Clone||m.isXMLDoc(a)||!ga.test("<"+a.nodeName+">")?f=a.cloneNode(!0):(ta.innerHTML=a.outerHTML,ta.removeChild(f=ta.firstChild)),!(k.noCloneEvent&&k.noCloneChecked||1!==a.nodeType&&11!==a.nodeType||m.isXMLDoc(a)))for(d=ua(f),h=ua(a),g=0;null!=(e=h[g]);++g)d[g]&&Ba(e,d[g]);if(b)if(c)for(h=h||ua(a),d=d||ua(f),g=0;null!=(e=h[g]);g++)Aa(e,d[g]);else Aa(a,f);return d=ua(f,"script"),d.length>0&&za(d,!i&&ua(a,"script")),d=h=e=null,f},buildFragment:function(a,b,c,d){for(var e,f,g,h,i,j,l,n=a.length,o=da(b),p=[],q=0;n>q;q++)if(f=a[q],f||0===f)if("object"===m.type(f))m.merge(p,f.nodeType?[f]:f);else if(la.test(f)){h=h||o.appendChild(b.createElement("div")),i=(ja.exec(f)||["",""])[1].toLowerCase(),l=ra[i]||ra._default,h.innerHTML=l[1]+f.replace(ia,"<$1></$2>")+l[2],e=l[0];while(e--)h=h.lastChild;if(!k.leadingWhitespace&&ha.test(f)&&p.push(b.createTextNode(ha.exec(f)[0])),!k.tbody){f="table"!==i||ka.test(f)?"<table>"!==l[1]||ka.test(f)?0:h:h.firstChild,e=f&&f.childNodes.length;while(e--)m.nodeName(j=f.childNodes[e],"tbody")&&!j.childNodes.length&&f.removeChild(j)}m.merge(p,h.childNodes),h.textContent="";while(h.firstChild)h.removeChild(h.firstChild);h=o.lastChild}else p.push(b.createTextNode(f));h&&o.removeChild(h),k.appendChecked||m.grep(ua(p,"input"),va),q=0;while(f=p[q++])if((!d||-1===m.inArray(f,d))&&(g=m.contains(f.ownerDocument,f),h=ua(o.appendChild(f),"script"),g&&za(h),c)){e=0;while(f=h[e++])oa.test(f.type||"")&&c.push(f)}return h=null,o},cleanData:function(a,b){for(var d,e,f,g,h=0,i=m.expando,j=m.cache,l=k.deleteExpando,n=m.event.special;null!=(d=a[h]);h++)if((b||m.acceptData(d))&&(f=d[i],g=f&&j[f])){if(g.events)for(e in g.events)n[e]?m.event.remove(d,e):m.removeEvent(d,e,g.handle);j[f]&&(delete j[f],l?delete d[i]:typeof d.removeAttribute!==K?d.removeAttribute(i):d[i]=null,c.push(f))}}}),m.fn.extend({text:function(a){return V(this,function(a){return void 0===a?m.text(this):this.empty().append((this[0]&&this[0].ownerDocument||y).createTextNode(a))},null,a,arguments.length)},append:function(){return this.domManip(arguments,function(a){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var b=wa(this,a);b.appendChild(a)}})},prepend:function(){return this.domManip(arguments,function(a){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var b=wa(this,a);b.insertBefore(a,b.firstChild)}})},before:function(){return this.domManip(arguments,function(a){this.parentNode&&this.parentNode.insertBefore(a,this)})},after:function(){return this.domManip(arguments,function(a){this.parentNode&&this.parentNode.insertBefore(a,this.nextSibling)})},remove:function(a,b){for(var c,d=a?m.filter(a,this):this,e=0;null!=(c=d[e]);e++)b||1!==c.nodeType||m.cleanData(ua(c)),c.parentNode&&(b&&m.contains(c.ownerDocument,c)&&za(ua(c,"script")),c.parentNode.removeChild(c));return this},empty:function(){for(var a,b=0;null!=(a=this[b]);b++){1===a.nodeType&&m.cleanData(ua(a,!1));while(a.firstChild)a.removeChild(a.firstChild);a.options&&m.nodeName(a,"select")&&(a.options.length=0)}return this},clone:function(a,b){return a=null==a?!1:a,b=null==b?a:b,this.map(function(){return m.clone(this,a,b)})},html:function(a){return V(this,function(a){var b=this[0]||{},c=0,d=this.length;if(void 0===a)return 1===b.nodeType?b.innerHTML.replace(fa,""):void 0;if(!("string"!=typeof a||ma.test(a)||!k.htmlSerialize&&ga.test(a)||!k.leadingWhitespace&&ha.test(a)||ra[(ja.exec(a)||["",""])[1].toLowerCase()])){a=a.replace(ia,"<$1></$2>");try{for(;d>c;c++)b=this[c]||{},1===b.nodeType&&(m.cleanData(ua(b,!1)),b.innerHTML=a);b=0}catch(e){}}b&&this.empty().append(a)},null,a,arguments.length)},replaceWith:function(){var a=arguments[0];return this.domManip(arguments,function(b){a=this.parentNode,m.cleanData(ua(this)),a&&a.replaceChild(b,this)}),a&&(a.length||a.nodeType)?this:this.remove()},detach:function(a){return this.remove(a,!0)},domManip:function(a,b){a=e.apply([],a);var c,d,f,g,h,i,j=0,l=this.length,n=this,o=l-1,p=a[0],q=m.isFunction(p);if(q||l>1&&"string"==typeof p&&!k.checkClone&&na.test(p))return this.each(function(c){var d=n.eq(c);q&&(a[0]=p.call(this,c,d.html())),d.domManip(a,b)});if(l&&(i=m.buildFragment(a,this[0].ownerDocument,!1,this),c=i.firstChild,1===i.childNodes.length&&(i=c),c)){for(g=m.map(ua(i,"script"),xa),f=g.length;l>j;j++)d=i,j!==o&&(d=m.clone(d,!0,!0),f&&m.merge(g,ua(d,"script"))),b.call(this[j],d,j);if(f)for(h=g[g.length-1].ownerDocument,m.map(g,ya),j=0;f>j;j++)d=g[j],oa.test(d.type||"")&&!m._data(d,"globalEval")&&m.contains(h,d)&&(d.src?m._evalUrl&&m._evalUrl(d.src):m.globalEval((d.text||d.textContent||d.innerHTML||"").replace(qa,"")));i=c=null}return this}}),m.each({appendTo:"append",prependTo:"prepend",insertBefore:"before",insertAfter:"after",replaceAll:"replaceWith"},function(a,b){m.fn[a]=function(a){for(var c,d=0,e=[],g=m(a),h=g.length-1;h>=d;d++)c=d===h?this:this.clone(!0),m(g[d])[b](c),f.apply(e,c.get());return this.pushStack(e)}});var Ca,Da={};function Ea(b,c){var d,e=m(c.createElement(b)).appendTo(c.body),f=a.getDefaultComputedStyle&&(d=a.getDefaultComputedStyle(e[0]))?d.display:m.css(e[0],"display");return e.detach(),f}function Fa(a){var b=y,c=Da[a];return c||(c=Ea(a,b),"none"!==c&&c||(Ca=(Ca||m("<iframe frameborder='0' width='0' height='0'/>")).appendTo(b.documentElement),b=(Ca[0].contentWindow||Ca[0].contentDocument).document,b.write(),b.close(),c=Ea(a,b),Ca.detach()),Da[a]=c),c}!function(){var a;k.shrinkWrapBlocks=function(){if(null!=a)return a;a=!1;var b,c,d;return c=y.getElementsByTagName("body")[0],c&&c.style?(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),typeof b.style.zoom!==K&&(b.style.cssText="-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;display:block;margin:0;border:0;padding:1px;width:1px;zoom:1",b.appendChild(y.createElement("div")).style.width="5px",a=3!==b.offsetWidth),c.removeChild(d),a):void 0}}();var Ga=/^margin/,Ha=new RegExp("^("+S+")(?!px)[a-z%]+$","i"),Ia,Ja,Ka=/^(top|right|bottom|left)$/;a.getComputedStyle?(Ia=function(b){return b.ownerDocument.defaultView.opener?b.ownerDocument.defaultView.getComputedStyle(b,null):a.getComputedStyle(b,null)},Ja=function(a,b,c){var d,e,f,g,h=a.style;return c=c||Ia(a),g=c?c.getPropertyValue(b)||c[b]:void 0,c&&(""!==g||m.contains(a.ownerDocument,a)||(g=m.style(a,b)),Ha.test(g)&&Ga.test(b)&&(d=h.width,e=h.minWidth,f=h.maxWidth,h.minWidth=h.maxWidth=h.width=g,g=c.width,h.width=d,h.minWidth=e,h.maxWidth=f)),void 0===g?g:g+""}):y.documentElement.currentStyle&&(Ia=function(a){return a.currentStyle},Ja=function(a,b,c){var d,e,f,g,h=a.style;return c=c||Ia(a),g=c?c[b]:void 0,null==g&&h&&h[b]&&(g=h[b]),Ha.test(g)&&!Ka.test(b)&&(d=h.left,e=a.runtimeStyle,f=e&&e.left,f&&(e.left=a.currentStyle.left),h.left="fontSize"===b?"1em":g,g=h.pixelLeft+"px",h.left=d,f&&(e.left=f)),void 0===g?g:g+""||"auto"});function La(a,b){return{get:function(){var c=a();if(null!=c)return c?void delete this.get:(this.get=b).apply(this,arguments)}}}!function(){var b,c,d,e,f,g,h;if(b=y.createElement("div"),b.innerHTML="  <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",d=b.getElementsByTagName("a")[0],c=d&&d.style){c.cssText="float:left;opacity:.5",k.opacity="0.5"===c.opacity,k.cssFloat=!!c.cssFloat,b.style.backgroundClip="content-box",b.cloneNode(!0).style.backgroundClip="",k.clearCloneStyle="content-box"===b.style.backgroundClip,k.boxSizing=""===c.boxSizing||""===c.MozBoxSizing||""===c.WebkitBoxSizing,m.extend(k,{reliableHiddenOffsets:function(){return null==g&&i(),g},boxSizingReliable:function(){return null==f&&i(),f},pixelPosition:function(){return null==e&&i(),e},reliableMarginRight:function(){return null==h&&i(),h}});function i(){var b,c,d,i;c=y.getElementsByTagName("body")[0],c&&c.style&&(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),b.style.cssText="-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box;display:block;margin-top:1%;top:1%;border:1px;padding:1px;width:4px;position:absolute",e=f=!1,h=!0,a.getComputedStyle&&(e="1%"!==(a.getComputedStyle(b,null)||{}).top,f="4px"===(a.getComputedStyle(b,null)||{width:"4px"}).width,i=b.appendChild(y.createElement("div")),i.style.cssText=b.style.cssText="-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;display:block;margin:0;border:0;padding:0",i.style.marginRight=i.style.width="0",b.style.width="1px",h=!parseFloat((a.getComputedStyle(i,null)||{}).marginRight),b.removeChild(i)),b.innerHTML="<table><tr><td></td><td>t</td></tr></table>",i=b.getElementsByTagName("td"),i[0].style.cssText="margin:0;border:0;padding:0;display:none",g=0===i[0].offsetHeight,g&&(i[0].style.display="",i[1].style.display="none",g=0===i[0].offsetHeight),c.removeChild(d))}}}(),m.swap=function(a,b,c,d){var e,f,g={};for(f in b)g[f]=a.style[f],a.style[f]=b[f];e=c.apply(a,d||[]);for(f in b)a.style[f]=g[f];return e};var Ma=/alpha\([^)]*\)/i,Na=/opacity\s*=\s*([^)]*)/,Oa=/^(none|table(?!-c[ea]).+)/,Pa=new RegExp("^("+S+")(.*)$","i"),Qa=new RegExp("^([+-])=("+S+")","i"),Ra={position:"absolute",visibility:"hidden",display:"block"},Sa={letterSpacing:"0",fontWeight:"400"},Ta=["Webkit","O","Moz","ms"];function Ua(a,b){if(b in a)return b;var c=b.charAt(0).toUpperCase()+b.slice(1),d=b,e=Ta.length;while(e--)if(b=Ta[e]+c,b in a)return b;return d}function Va(a,b){for(var c,d,e,f=[],g=0,h=a.length;h>g;g++)d=a[g],d.style&&(f[g]=m._data(d,"olddisplay"),c=d.style.display,b?(f[g]||"none"!==c||(d.style.display=""),""===d.style.display&&U(d)&&(f[g]=m._data(d,"olddisplay",Fa(d.nodeName)))):(e=U(d),(c&&"none"!==c||!e)&&m._data(d,"olddisplay",e?c:m.css(d,"display"))));for(g=0;h>g;g++)d=a[g],d.style&&(b&&"none"!==d.style.display&&""!==d.style.display||(d.style.display=b?f[g]||"":"none"));return a}function Wa(a,b,c){var d=Pa.exec(b);return d?Math.max(0,d[1]-(c||0))+(d[2]||"px"):b}function Xa(a,b,c,d,e){for(var f=c===(d?"border":"content")?4:"width"===b?1:0,g=0;4>f;f+=2)"margin"===c&&(g+=m.css(a,c+T[f],!0,e)),d?("content"===c&&(g-=m.css(a,"padding"+T[f],!0,e)),"margin"!==c&&(g-=m.css(a,"border"+T[f]+"Width",!0,e))):(g+=m.css(a,"padding"+T[f],!0,e),"padding"!==c&&(g+=m.css(a,"border"+T[f]+"Width",!0,e)));return g}function Ya(a,b,c){var d=!0,e="width"===b?a.offsetWidth:a.offsetHeight,f=Ia(a),g=k.boxSizing&&"border-box"===m.css(a,"boxSizing",!1,f);if(0>=e||null==e){if(e=Ja(a,b,f),(0>e||null==e)&&(e=a.style[b]),Ha.test(e))return e;d=g&&(k.boxSizingReliable()||e===a.style[b]),e=parseFloat(e)||0}return e+Xa(a,b,c||(g?"border":"content"),d,f)+"px"}m.extend({cssHooks:{opacity:{get:function(a,b){if(b){var c=Ja(a,"opacity");return""===c?"1":c}}}},cssNumber:{columnCount:!0,fillOpacity:!0,flexGrow:!0,flexShrink:!0,fontWeight:!0,lineHeight:!0,opacity:!0,order:!0,orphans:!0,widows:!0,zIndex:!0,zoom:!0},cssProps:{"float":k.cssFloat?"cssFloat":"styleFloat"},style:function(a,b,c,d){if(a&&3!==a.nodeType&&8!==a.nodeType&&a.style){var e,f,g,h=m.camelCase(b),i=a.style;if(b=m.cssProps[h]||(m.cssProps[h]=Ua(i,h)),g=m.cssHooks[b]||m.cssHooks[h],void 0===c)return g&&"get"in g&&void 0!==(e=g.get(a,!1,d))?e:i[b];if(f=typeof c,"string"===f&&(e=Qa.exec(c))&&(c=(e[1]+1)*e[2]+parseFloat(m.css(a,b)),f="number"),null!=c&&c===c&&("number"!==f||m.cssNumber[h]||(c+="px"),k.clearCloneStyle||""!==c||0!==b.indexOf("background")||(i[b]="inherit"),!(g&&"set"in g&&void 0===(c=g.set(a,c,d)))))try{i[b]=c}catch(j){}}},css:function(a,b,c,d){var e,f,g,h=m.camelCase(b);return b=m.cssProps[h]||(m.cssProps[h]=Ua(a.style,h)),g=m.cssHooks[b]||m.cssHooks[h],g&&"get"in g&&(f=g.get(a,!0,c)),void 0===f&&(f=Ja(a,b,d)),"normal"===f&&b in Sa&&(f=Sa[b]),""===c||c?(e=parseFloat(f),c===!0||m.isNumeric(e)?e||0:f):f}}),m.each(["height","width"],function(a,b){m.cssHooks[b]={get:function(a,c,d){return c?Oa.test(m.css(a,"display"))&&0===a.offsetWidth?m.swap(a,Ra,function(){return Ya(a,b,d)}):Ya(a,b,d):void 0},set:function(a,c,d){var e=d&&Ia(a);return Wa(a,c,d?Xa(a,b,d,k.boxSizing&&"border-box"===m.css(a,"boxSizing",!1,e),e):0)}}}),k.opacity||(m.cssHooks.opacity={get:function(a,b){return Na.test((b&&a.currentStyle?a.currentStyle.filter:a.style.filter)||"")?.01*parseFloat(RegExp.$1)+"":b?"1":""},set:function(a,b){var c=a.style,d=a.currentStyle,e=m.isNumeric(b)?"alpha(opacity="+100*b+")":"",f=d&&d.filter||c.filter||"";c.zoom=1,(b>=1||""===b)&&""===m.trim(f.replace(Ma,""))&&c.removeAttribute&&(c.removeAttribute("filter"),""===b||d&&!d.filter)||(c.filter=Ma.test(f)?f.replace(Ma,e):f+" "+e)}}),m.cssHooks.marginRight=La(k.reliableMarginRight,function(a,b){return b?m.swap(a,{display:"inline-block"},Ja,[a,"marginRight"]):void 0}),m.each({margin:"",padding:"",border:"Width"},function(a,b){m.cssHooks[a+b]={expand:function(c){for(var d=0,e={},f="string"==typeof c?c.split(" "):[c];4>d;d++)e[a+T[d]+b]=f[d]||f[d-2]||f[0];return e}},Ga.test(a)||(m.cssHooks[a+b].set=Wa)}),m.fn.extend({css:function(a,b){return V(this,function(a,b,c){var d,e,f={},g=0;if(m.isArray(b)){for(d=Ia(a),e=b.length;e>g;g++)f[b[g]]=m.css(a,b[g],!1,d);return f}return void 0!==c?m.style(a,b,c):m.css(a,b)},a,b,arguments.length>1)},show:function(){return Va(this,!0)},hide:function(){return Va(this)},toggle:function(a){return"boolean"==typeof a?a?this.show():this.hide():this.each(function(){U(this)?m(this).show():m(this).hide()})}});function Za(a,b,c,d,e){
return new Za.prototype.init(a,b,c,d,e)}m.Tween=Za,Za.prototype={constructor:Za,init:function(a,b,c,d,e,f){this.elem=a,this.prop=c,this.easing=e||"swing",this.options=b,this.start=this.now=this.cur(),this.end=d,this.unit=f||(m.cssNumber[c]?"":"px")},cur:function(){var a=Za.propHooks[this.prop];return a&&a.get?a.get(this):Za.propHooks._default.get(this)},run:function(a){var b,c=Za.propHooks[this.prop];return this.options.duration?this.pos=b=m.easing[this.easing](a,this.options.duration*a,0,1,this.options.duration):this.pos=b=a,this.now=(this.end-this.start)*b+this.start,this.options.step&&this.options.step.call(this.elem,this.now,this),c&&c.set?c.set(this):Za.propHooks._default.set(this),this}},Za.prototype.init.prototype=Za.prototype,Za.propHooks={_default:{get:function(a){var b;return null==a.elem[a.prop]||a.elem.style&&null!=a.elem.style[a.prop]?(b=m.css(a.elem,a.prop,""),b&&"auto"!==b?b:0):a.elem[a.prop]},set:function(a){m.fx.step[a.prop]?m.fx.step[a.prop](a):a.elem.style&&(null!=a.elem.style[m.cssProps[a.prop]]||m.cssHooks[a.prop])?m.style(a.elem,a.prop,a.now+a.unit):a.elem[a.prop]=a.now}}},Za.propHooks.scrollTop=Za.propHooks.scrollLeft={set:function(a){a.elem.nodeType&&a.elem.parentNode&&(a.elem[a.prop]=a.now)}},m.easing={linear:function(a){return a},swing:function(a){return.5-Math.cos(a*Math.PI)/2}},m.fx=Za.prototype.init,m.fx.step={};var $a,_a,ab=/^(?:toggle|show|hide)$/,bb=new RegExp("^(?:([+-])=|)("+S+")([a-z%]*)$","i"),cb=/queueHooks$/,db=[ib],eb={"*":[function(a,b){var c=this.createTween(a,b),d=c.cur(),e=bb.exec(b),f=e&&e[3]||(m.cssNumber[a]?"":"px"),g=(m.cssNumber[a]||"px"!==f&&+d)&&bb.exec(m.css(c.elem,a)),h=1,i=20;if(g&&g[3]!==f){f=f||g[3],e=e||[],g=+d||1;do h=h||".5",g/=h,m.style(c.elem,a,g+f);while(h!==(h=c.cur()/d)&&1!==h&&--i)}return e&&(g=c.start=+g||+d||0,c.unit=f,c.end=e[1]?g+(e[1]+1)*e[2]:+e[2]),c}]};function fb(){return setTimeout(function(){$a=void 0}),$a=m.now()}function gb(a,b){var c,d={height:a},e=0;for(b=b?1:0;4>e;e+=2-b)c=T[e],d["margin"+c]=d["padding"+c]=a;return b&&(d.opacity=d.width=a),d}function hb(a,b,c){for(var d,e=(eb[b]||[]).concat(eb["*"]),f=0,g=e.length;g>f;f++)if(d=e[f].call(c,b,a))return d}function ib(a,b,c){var d,e,f,g,h,i,j,l,n=this,o={},p=a.style,q=a.nodeType&&U(a),r=m._data(a,"fxshow");c.queue||(h=m._queueHooks(a,"fx"),null==h.unqueued&&(h.unqueued=0,i=h.empty.fire,h.empty.fire=function(){h.unqueued||i()}),h.unqueued++,n.always(function(){n.always(function(){h.unqueued--,m.queue(a,"fx").length||h.empty.fire()})})),1===a.nodeType&&("height"in b||"width"in b)&&(c.overflow=[p.overflow,p.overflowX,p.overflowY],j=m.css(a,"display"),l="none"===j?m._data(a,"olddisplay")||Fa(a.nodeName):j,"inline"===l&&"none"===m.css(a,"float")&&(k.inlineBlockNeedsLayout&&"inline"!==Fa(a.nodeName)?p.zoom=1:p.display="inline-block")),c.overflow&&(p.overflow="hidden",k.shrinkWrapBlocks()||n.always(function(){p.overflow=c.overflow[0],p.overflowX=c.overflow[1],p.overflowY=c.overflow[2]}));for(d in b)if(e=b[d],ab.exec(e)){if(delete b[d],f=f||"toggle"===e,e===(q?"hide":"show")){if("show"!==e||!r||void 0===r[d])continue;q=!0}o[d]=r&&r[d]||m.style(a,d)}else j=void 0;if(m.isEmptyObject(o))"inline"===("none"===j?Fa(a.nodeName):j)&&(p.display=j);else{r?"hidden"in r&&(q=r.hidden):r=m._data(a,"fxshow",{}),f&&(r.hidden=!q),q?m(a).show():n.done(function(){m(a).hide()}),n.done(function(){var b;m._removeData(a,"fxshow");for(b in o)m.style(a,b,o[b])});for(d in o)g=hb(q?r[d]:0,d,n),d in r||(r[d]=g.start,q&&(g.end=g.start,g.start="width"===d||"height"===d?1:0))}}function jb(a,b){var c,d,e,f,g;for(c in a)if(d=m.camelCase(c),e=b[d],f=a[c],m.isArray(f)&&(e=f[1],f=a[c]=f[0]),c!==d&&(a[d]=f,delete a[c]),g=m.cssHooks[d],g&&"expand"in g){f=g.expand(f),delete a[d];for(c in f)c in a||(a[c]=f[c],b[c]=e)}else b[d]=e}function kb(a,b,c){var d,e,f=0,g=db.length,h=m.Deferred().always(function(){delete i.elem}),i=function(){if(e)return!1;for(var b=$a||fb(),c=Math.max(0,j.startTime+j.duration-b),d=c/j.duration||0,f=1-d,g=0,i=j.tweens.length;i>g;g++)j.tweens[g].run(f);return h.notifyWith(a,[j,f,c]),1>f&&i?c:(h.resolveWith(a,[j]),!1)},j=h.promise({elem:a,props:m.extend({},b),opts:m.extend(!0,{specialEasing:{}},c),originalProperties:b,originalOptions:c,startTime:$a||fb(),duration:c.duration,tweens:[],createTween:function(b,c){var d=m.Tween(a,j.opts,b,c,j.opts.specialEasing[b]||j.opts.easing);return j.tweens.push(d),d},stop:function(b){var c=0,d=b?j.tweens.length:0;if(e)return this;for(e=!0;d>c;c++)j.tweens[c].run(1);return b?h.resolveWith(a,[j,b]):h.rejectWith(a,[j,b]),this}}),k=j.props;for(jb(k,j.opts.specialEasing);g>f;f++)if(d=db[f].call(j,a,k,j.opts))return d;return m.map(k,hb,j),m.isFunction(j.opts.start)&&j.opts.start.call(a,j),m.fx.timer(m.extend(i,{elem:a,anim:j,queue:j.opts.queue})),j.progress(j.opts.progress).done(j.opts.done,j.opts.complete).fail(j.opts.fail).always(j.opts.always)}m.Animation=m.extend(kb,{tweener:function(a,b){m.isFunction(a)?(b=a,a=["*"]):a=a.split(" ");for(var c,d=0,e=a.length;e>d;d++)c=a[d],eb[c]=eb[c]||[],eb[c].unshift(b)},prefilter:function(a,b){b?db.unshift(a):db.push(a)}}),m.speed=function(a,b,c){var d=a&&"object"==typeof a?m.extend({},a):{complete:c||!c&&b||m.isFunction(a)&&a,duration:a,easing:c&&b||b&&!m.isFunction(b)&&b};return d.duration=m.fx.off?0:"number"==typeof d.duration?d.duration:d.duration in m.fx.speeds?m.fx.speeds[d.duration]:m.fx.speeds._default,(null==d.queue||d.queue===!0)&&(d.queue="fx"),d.old=d.complete,d.complete=function(){m.isFunction(d.old)&&d.old.call(this),d.queue&&m.dequeue(this,d.queue)},d},m.fn.extend({fadeTo:function(a,b,c,d){return this.filter(U).css("opacity",0).show().end().animate({opacity:b},a,c,d)},animate:function(a,b,c,d){var e=m.isEmptyObject(a),f=m.speed(b,c,d),g=function(){var b=kb(this,m.extend({},a),f);(e||m._data(this,"finish"))&&b.stop(!0)};return g.finish=g,e||f.queue===!1?this.each(g):this.queue(f.queue,g)},stop:function(a,b,c){var d=function(a){var b=a.stop;delete a.stop,b(c)};return"string"!=typeof a&&(c=b,b=a,a=void 0),b&&a!==!1&&this.queue(a||"fx",[]),this.each(function(){var b=!0,e=null!=a&&a+"queueHooks",f=m.timers,g=m._data(this);if(e)g[e]&&g[e].stop&&d(g[e]);else for(e in g)g[e]&&g[e].stop&&cb.test(e)&&d(g[e]);for(e=f.length;e--;)f[e].elem!==this||null!=a&&f[e].queue!==a||(f[e].anim.stop(c),b=!1,f.splice(e,1));(b||!c)&&m.dequeue(this,a)})},finish:function(a){return a!==!1&&(a=a||"fx"),this.each(function(){var b,c=m._data(this),d=c[a+"queue"],e=c[a+"queueHooks"],f=m.timers,g=d?d.length:0;for(c.finish=!0,m.queue(this,a,[]),e&&e.stop&&e.stop.call(this,!0),b=f.length;b--;)f[b].elem===this&&f[b].queue===a&&(f[b].anim.stop(!0),f.splice(b,1));for(b=0;g>b;b++)d[b]&&d[b].finish&&d[b].finish.call(this);delete c.finish})}}),m.each(["toggle","show","hide"],function(a,b){var c=m.fn[b];m.fn[b]=function(a,d,e){return null==a||"boolean"==typeof a?c.apply(this,arguments):this.animate(gb(b,!0),a,d,e)}}),m.each({slideDown:gb("show"),slideUp:gb("hide"),slideToggle:gb("toggle"),fadeIn:{opacity:"show"},fadeOut:{opacity:"hide"},fadeToggle:{opacity:"toggle"}},function(a,b){m.fn[a]=function(a,c,d){return this.animate(b,a,c,d)}}),m.timers=[],m.fx.tick=function(){var a,b=m.timers,c=0;for($a=m.now();c<b.length;c++)a=b[c],a()||b[c]!==a||b.splice(c--,1);b.length||m.fx.stop(),$a=void 0},m.fx.timer=function(a){m.timers.push(a),a()?m.fx.start():m.timers.pop()},m.fx.interval=13,m.fx.start=function(){_a||(_a=setInterval(m.fx.tick,m.fx.interval))},m.fx.stop=function(){clearInterval(_a),_a=null},m.fx.speeds={slow:600,fast:200,_default:400},m.fn.delay=function(a,b){return a=m.fx?m.fx.speeds[a]||a:a,b=b||"fx",this.queue(b,function(b,c){var d=setTimeout(b,a);c.stop=function(){clearTimeout(d)}})},function(){var a,b,c,d,e;b=y.createElement("div"),b.setAttribute("className","t"),b.innerHTML="  <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",d=b.getElementsByTagName("a")[0],c=y.createElement("select"),e=c.appendChild(y.createElement("option")),a=b.getElementsByTagName("input")[0],d.style.cssText="top:1px",k.getSetAttribute="t"!==b.className,k.style=/top/.test(d.getAttribute("style")),k.hrefNormalized="/a"===d.getAttribute("href"),k.checkOn=!!a.value,k.optSelected=e.selected,k.enctype=!!y.createElement("form").enctype,c.disabled=!0,k.optDisabled=!e.disabled,a=y.createElement("input"),a.setAttribute("value",""),k.input=""===a.getAttribute("value"),a.value="t",a.setAttribute("type","radio"),k.radioValue="t"===a.value}();var lb=/\r/g;m.fn.extend({val:function(a){var b,c,d,e=this[0];{if(arguments.length)return d=m.isFunction(a),this.each(function(c){var e;1===this.nodeType&&(e=d?a.call(this,c,m(this).val()):a,null==e?e="":"number"==typeof e?e+="":m.isArray(e)&&(e=m.map(e,function(a){return null==a?"":a+""})),b=m.valHooks[this.type]||m.valHooks[this.nodeName.toLowerCase()],b&&"set"in b&&void 0!==b.set(this,e,"value")||(this.value=e))});if(e)return b=m.valHooks[e.type]||m.valHooks[e.nodeName.toLowerCase()],b&&"get"in b&&void 0!==(c=b.get(e,"value"))?c:(c=e.value,"string"==typeof c?c.replace(lb,""):null==c?"":c)}}}),m.extend({valHooks:{option:{get:function(a){var b=m.find.attr(a,"value");return null!=b?b:m.trim(m.text(a))}},select:{get:function(a){for(var b,c,d=a.options,e=a.selectedIndex,f="select-one"===a.type||0>e,g=f?null:[],h=f?e+1:d.length,i=0>e?h:f?e:0;h>i;i++)if(c=d[i],!(!c.selected&&i!==e||(k.optDisabled?c.disabled:null!==c.getAttribute("disabled"))||c.parentNode.disabled&&m.nodeName(c.parentNode,"optgroup"))){if(b=m(c).val(),f)return b;g.push(b)}return g},set:function(a,b){var c,d,e=a.options,f=m.makeArray(b),g=e.length;while(g--)if(d=e[g],m.inArray(m.valHooks.option.get(d),f)>=0)try{d.selected=c=!0}catch(h){d.scrollHeight}else d.selected=!1;return c||(a.selectedIndex=-1),e}}}}),m.each(["radio","checkbox"],function(){m.valHooks[this]={set:function(a,b){return m.isArray(b)?a.checked=m.inArray(m(a).val(),b)>=0:void 0}},k.checkOn||(m.valHooks[this].get=function(a){return null===a.getAttribute("value")?"on":a.value})});var mb,nb,ob=m.expr.attrHandle,pb=/^(?:checked|selected)$/i,qb=k.getSetAttribute,rb=k.input;m.fn.extend({attr:function(a,b){return V(this,m.attr,a,b,arguments.length>1)},removeAttr:function(a){return this.each(function(){m.removeAttr(this,a)})}}),m.extend({attr:function(a,b,c){var d,e,f=a.nodeType;if(a&&3!==f&&8!==f&&2!==f)return typeof a.getAttribute===K?m.prop(a,b,c):(1===f&&m.isXMLDoc(a)||(b=b.toLowerCase(),d=m.attrHooks[b]||(m.expr.match.bool.test(b)?nb:mb)),void 0===c?d&&"get"in d&&null!==(e=d.get(a,b))?e:(e=m.find.attr(a,b),null==e?void 0:e):null!==c?d&&"set"in d&&void 0!==(e=d.set(a,c,b))?e:(a.setAttribute(b,c+""),c):void m.removeAttr(a,b))},removeAttr:function(a,b){var c,d,e=0,f=b&&b.match(E);if(f&&1===a.nodeType)while(c=f[e++])d=m.propFix[c]||c,m.expr.match.bool.test(c)?rb&&qb||!pb.test(c)?a[d]=!1:a[m.camelCase("default-"+c)]=a[d]=!1:m.attr(a,c,""),a.removeAttribute(qb?c:d)},attrHooks:{type:{set:function(a,b){if(!k.radioValue&&"radio"===b&&m.nodeName(a,"input")){var c=a.value;return a.setAttribute("type",b),c&&(a.value=c),b}}}}}),nb={set:function(a,b,c){return b===!1?m.removeAttr(a,c):rb&&qb||!pb.test(c)?a.setAttribute(!qb&&m.propFix[c]||c,c):a[m.camelCase("default-"+c)]=a[c]=!0,c}},m.each(m.expr.match.bool.source.match(/\w+/g),function(a,b){var c=ob[b]||m.find.attr;ob[b]=rb&&qb||!pb.test(b)?function(a,b,d){var e,f;return d||(f=ob[b],ob[b]=e,e=null!=c(a,b,d)?b.toLowerCase():null,ob[b]=f),e}:function(a,b,c){return c?void 0:a[m.camelCase("default-"+b)]?b.toLowerCase():null}}),rb&&qb||(m.attrHooks.value={set:function(a,b,c){return m.nodeName(a,"input")?void(a.defaultValue=b):mb&&mb.set(a,b,c)}}),qb||(mb={set:function(a,b,c){var d=a.getAttributeNode(c);return d||a.setAttributeNode(d=a.ownerDocument.createAttribute(c)),d.value=b+="","value"===c||b===a.getAttribute(c)?b:void 0}},ob.id=ob.name=ob.coords=function(a,b,c){var d;return c?void 0:(d=a.getAttributeNode(b))&&""!==d.value?d.value:null},m.valHooks.button={get:function(a,b){var c=a.getAttributeNode(b);return c&&c.specified?c.value:void 0},set:mb.set},m.attrHooks.contenteditable={set:function(a,b,c){mb.set(a,""===b?!1:b,c)}},m.each(["width","height"],function(a,b){m.attrHooks[b]={set:function(a,c){return""===c?(a.setAttribute(b,"auto"),c):void 0}}})),k.style||(m.attrHooks.style={get:function(a){return a.style.cssText||void 0},set:function(a,b){return a.style.cssText=b+""}});var sb=/^(?:input|select|textarea|button|object)$/i,tb=/^(?:a|area)$/i;m.fn.extend({prop:function(a,b){return V(this,m.prop,a,b,arguments.length>1)},removeProp:function(a){return a=m.propFix[a]||a,this.each(function(){try{this[a]=void 0,delete this[a]}catch(b){}})}}),m.extend({propFix:{"for":"htmlFor","class":"className"},prop:function(a,b,c){var d,e,f,g=a.nodeType;if(a&&3!==g&&8!==g&&2!==g)return f=1!==g||!m.isXMLDoc(a),f&&(b=m.propFix[b]||b,e=m.propHooks[b]),void 0!==c?e&&"set"in e&&void 0!==(d=e.set(a,c,b))?d:a[b]=c:e&&"get"in e&&null!==(d=e.get(a,b))?d:a[b]},propHooks:{tabIndex:{get:function(a){var b=m.find.attr(a,"tabindex");return b?parseInt(b,10):sb.test(a.nodeName)||tb.test(a.nodeName)&&a.href?0:-1}}}}),k.hrefNormalized||m.each(["href","src"],function(a,b){m.propHooks[b]={get:function(a){return a.getAttribute(b,4)}}}),k.optSelected||(m.propHooks.selected={get:function(a){var b=a.parentNode;return b&&(b.selectedIndex,b.parentNode&&b.parentNode.selectedIndex),null}}),m.each(["tabIndex","readOnly","maxLength","cellSpacing","cellPadding","rowSpan","colSpan","useMap","frameBorder","contentEditable"],function(){m.propFix[this.toLowerCase()]=this}),k.enctype||(m.propFix.enctype="encoding");var ub=/[\t\r\n\f]/g;m.fn.extend({addClass:function(a){var b,c,d,e,f,g,h=0,i=this.length,j="string"==typeof a&&a;if(m.isFunction(a))return this.each(function(b){m(this).addClass(a.call(this,b,this.className))});if(j)for(b=(a||"").match(E)||[];i>h;h++)if(c=this[h],d=1===c.nodeType&&(c.className?(" "+c.className+" ").replace(ub," "):" ")){f=0;while(e=b[f++])d.indexOf(" "+e+" ")<0&&(d+=e+" ");g=m.trim(d),c.className!==g&&(c.className=g)}return this},removeClass:function(a){var b,c,d,e,f,g,h=0,i=this.length,j=0===arguments.length||"string"==typeof a&&a;if(m.isFunction(a))return this.each(function(b){m(this).removeClass(a.call(this,b,this.className))});if(j)for(b=(a||"").match(E)||[];i>h;h++)if(c=this[h],d=1===c.nodeType&&(c.className?(" "+c.className+" ").replace(ub," "):"")){f=0;while(e=b[f++])while(d.indexOf(" "+e+" ")>=0)d=d.replace(" "+e+" "," ");g=a?m.trim(d):"",c.className!==g&&(c.className=g)}return this},toggleClass:function(a,b){var c=typeof a;return"boolean"==typeof b&&"string"===c?b?this.addClass(a):this.removeClass(a):this.each(m.isFunction(a)?function(c){m(this).toggleClass(a.call(this,c,this.className,b),b)}:function(){if("string"===c){var b,d=0,e=m(this),f=a.match(E)||[];while(b=f[d++])e.hasClass(b)?e.removeClass(b):e.addClass(b)}else(c===K||"boolean"===c)&&(this.className&&m._data(this,"__className__",this.className),this.className=this.className||a===!1?"":m._data(this,"__className__")||"")})},hasClass:function(a){for(var b=" "+a+" ",c=0,d=this.length;d>c;c++)if(1===this[c].nodeType&&(" "+this[c].className+" ").replace(ub," ").indexOf(b)>=0)return!0;return!1}}),m.each("blur focus focusin focusout load resize scroll unload click dblclick mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave change select submit keydown keypress keyup error contextmenu".split(" "),function(a,b){m.fn[b]=function(a,c){return arguments.length>0?this.on(b,null,a,c):this.trigger(b)}}),m.fn.extend({hover:function(a,b){return this.mouseenter(a).mouseleave(b||a)},bind:function(a,b,c){return this.on(a,null,b,c)},unbind:function(a,b){return this.off(a,null,b)},delegate:function(a,b,c,d){return this.on(b,a,c,d)},undelegate:function(a,b,c){return 1===arguments.length?this.off(a,"**"):this.off(b,a||"**",c)}});var vb=m.now(),wb=/\?/,xb=/(,)|(\[|{)|(}|])|"(?:[^"\\\r\n]|\\["\\\/bfnrt]|\\u[\da-fA-F]{4})*"\s*:?|true|false|null|-?(?!0\d)\d+(?:\.\d+|)(?:[eE][+-]?\d+|)/g;m.parseJSON=function(b){if(a.JSON&&a.JSON.parse)return a.JSON.parse(b+"");var c,d=null,e=m.trim(b+"");return e&&!m.trim(e.replace(xb,function(a,b,e,f){return c&&b&&(d=0),0===d?a:(c=e||b,d+=!f-!e,"")}))?Function("return "+e)():m.error("Invalid JSON: "+b)},m.parseXML=function(b){var c,d;if(!b||"string"!=typeof b)return null;try{a.DOMParser?(d=new DOMParser,c=d.parseFromString(b,"text/xml")):(c=new ActiveXObject("Microsoft.XMLDOM"),c.async="false",c.loadXML(b))}catch(e){c=void 0}return c&&c.documentElement&&!c.getElementsByTagName("parsererror").length||m.error("Invalid XML: "+b),c};var yb,zb,Ab=/#.*$/,Bb=/([?&])_=[^&]*/,Cb=/^(.*?):[ \t]*([^\r\n]*)\r?$/gm,Db=/^(?:about|app|app-storage|.+-extension|file|res|widget):$/,Eb=/^(?:GET|HEAD)$/,Fb=/^\/\//,Gb=/^([\w.+-]+:)(?:\/\/(?:[^\/?#]*@|)([^\/?#:]*)(?::(\d+)|)|)/,Hb={},Ib={},Jb="*/".concat("*");try{zb=location.href}catch(Kb){zb=y.createElement("a"),zb.href="",zb=zb.href}yb=Gb.exec(zb.toLowerCase())||[];function Lb(a){return function(b,c){"string"!=typeof b&&(c=b,b="*");var d,e=0,f=b.toLowerCase().match(E)||[];if(m.isFunction(c))while(d=f[e++])"+"===d.charAt(0)?(d=d.slice(1)||"*",(a[d]=a[d]||[]).unshift(c)):(a[d]=a[d]||[]).push(c)}}function Mb(a,b,c,d){var e={},f=a===Ib;function g(h){var i;return e[h]=!0,m.each(a[h]||[],function(a,h){var j=h(b,c,d);return"string"!=typeof j||f||e[j]?f?!(i=j):void 0:(b.dataTypes.unshift(j),g(j),!1)}),i}return g(b.dataTypes[0])||!e["*"]&&g("*")}function Nb(a,b){var c,d,e=m.ajaxSettings.flatOptions||{};for(d in b)void 0!==b[d]&&((e[d]?a:c||(c={}))[d]=b[d]);return c&&m.extend(!0,a,c),a}function Ob(a,b,c){var d,e,f,g,h=a.contents,i=a.dataTypes;while("*"===i[0])i.shift(),void 0===e&&(e=a.mimeType||b.getResponseHeader("Content-Type"));if(e)for(g in h)if(h[g]&&h[g].test(e)){i.unshift(g);break}if(i[0]in c)f=i[0];else{for(g in c){if(!i[0]||a.converters[g+" "+i[0]]){f=g;break}d||(d=g)}f=f||d}return f?(f!==i[0]&&i.unshift(f),c[f]):void 0}function Pb(a,b,c,d){var e,f,g,h,i,j={},k=a.dataTypes.slice();if(k[1])for(g in a.converters)j[g.toLowerCase()]=a.converters[g];f=k.shift();while(f)if(a.responseFields[f]&&(c[a.responseFields[f]]=b),!i&&d&&a.dataFilter&&(b=a.dataFilter(b,a.dataType)),i=f,f=k.shift())if("*"===f)f=i;else if("*"!==i&&i!==f){if(g=j[i+" "+f]||j["* "+f],!g)for(e in j)if(h=e.split(" "),h[1]===f&&(g=j[i+" "+h[0]]||j["* "+h[0]])){g===!0?g=j[e]:j[e]!==!0&&(f=h[0],k.unshift(h[1]));break}if(g!==!0)if(g&&a["throws"])b=g(b);else try{b=g(b)}catch(l){return{state:"parsererror",error:g?l:"No conversion from "+i+" to "+f}}}return{state:"success",data:b}}m.extend({active:0,lastModified:{},etag:{},ajaxSettings:{url:zb,type:"GET",isLocal:Db.test(yb[1]),global:!0,processData:!0,async:!0,contentType:"application/x-www-form-urlencoded; charset=UTF-8",accepts:{"*":Jb,text:"text/plain",html:"text/html",xml:"application/xml, text/xml",json:"application/json, text/javascript"},contents:{xml:/xml/,html:/html/,json:/json/},responseFields:{xml:"responseXML",text:"responseText",json:"responseJSON"},converters:{"* text":String,"text html":!0,"text json":m.parseJSON,"text xml":m.parseXML},flatOptions:{url:!0,context:!0}},ajaxSetup:function(a,b){return b?Nb(Nb(a,m.ajaxSettings),b):Nb(m.ajaxSettings,a)},ajaxPrefilter:Lb(Hb),ajaxTransport:Lb(Ib),ajax:function(a,b){"object"==typeof a&&(b=a,a=void 0),b=b||{};var c,d,e,f,g,h,i,j,k=m.ajaxSetup({},b),l=k.context||k,n=k.context&&(l.nodeType||l.jquery)?m(l):m.event,o=m.Deferred(),p=m.Callbacks("once memory"),q=k.statusCode||{},r={},s={},t=0,u="canceled",v={readyState:0,getResponseHeader:function(a){var b;if(2===t){if(!j){j={};while(b=Cb.exec(f))j[b[1].toLowerCase()]=b[2]}b=j[a.toLowerCase()]}return null==b?null:b},getAllResponseHeaders:function(){return 2===t?f:null},setRequestHeader:function(a,b){var c=a.toLowerCase();return t||(a=s[c]=s[c]||a,r[a]=b),this},overrideMimeType:function(a){return t||(k.mimeType=a),this},statusCode:function(a){var b;if(a)if(2>t)for(b in a)q[b]=[q[b],a[b]];else v.always(a[v.status]);return this},abort:function(a){var b=a||u;return i&&i.abort(b),x(0,b),this}};if(o.promise(v).complete=p.add,v.success=v.done,v.error=v.fail,k.url=((a||k.url||zb)+"").replace(Ab,"").replace(Fb,yb[1]+"//"),k.type=b.method||b.type||k.method||k.type,k.dataTypes=m.trim(k.dataType||"*").toLowerCase().match(E)||[""],null==k.crossDomain&&(c=Gb.exec(k.url.toLowerCase()),k.crossDomain=!(!c||c[1]===yb[1]&&c[2]===yb[2]&&(c[3]||("http:"===c[1]?"80":"443"))===(yb[3]||("http:"===yb[1]?"80":"443")))),k.data&&k.processData&&"string"!=typeof k.data&&(k.data=m.param(k.data,k.traditional)),Mb(Hb,k,b,v),2===t)return v;h=m.event&&k.global,h&&0===m.active++&&m.event.trigger("ajaxStart"),k.type=k.type.toUpperCase(),k.hasContent=!Eb.test(k.type),e=k.url,k.hasContent||(k.data&&(e=k.url+=(wb.test(e)?"&":"?")+k.data,delete k.data),k.cache===!1&&(k.url=Bb.test(e)?e.replace(Bb,"$1_="+vb++):e+(wb.test(e)?"&":"?")+"_="+vb++)),k.ifModified&&(m.lastModified[e]&&v.setRequestHeader("If-Modified-Since",m.lastModified[e]),m.etag[e]&&v.setRequestHeader("If-None-Match",m.etag[e])),(k.data&&k.hasContent&&k.contentType!==!1||b.contentType)&&v.setRequestHeader("Content-Type",k.contentType),v.setRequestHeader("Accept",k.dataTypes[0]&&k.accepts[k.dataTypes[0]]?k.accepts[k.dataTypes[0]]+("*"!==k.dataTypes[0]?", "+Jb+"; q=0.01":""):k.accepts["*"]);for(d in k.headers)v.setRequestHeader(d,k.headers[d]);if(k.beforeSend&&(k.beforeSend.call(l,v,k)===!1||2===t))return v.abort();u="abort";for(d in{success:1,error:1,complete:1})v[d](k[d]);if(i=Mb(Ib,k,b,v)){v.readyState=1,h&&n.trigger("ajaxSend",[v,k]),k.async&&k.timeout>0&&(g=setTimeout(function(){v.abort("timeout")},k.timeout));try{t=1,i.send(r,x)}catch(w){if(!(2>t))throw w;x(-1,w)}}else x(-1,"No Transport");function x(a,b,c,d){var j,r,s,u,w,x=b;2!==t&&(t=2,g&&clearTimeout(g),i=void 0,f=d||"",v.readyState=a>0?4:0,j=a>=200&&300>a||304===a,c&&(u=Ob(k,v,c)),u=Pb(k,u,v,j),j?(k.ifModified&&(w=v.getResponseHeader("Last-Modified"),w&&(m.lastModified[e]=w),w=v.getResponseHeader("etag"),w&&(m.etag[e]=w)),204===a||"HEAD"===k.type?x="nocontent":304===a?x="notmodified":(x=u.state,r=u.data,s=u.error,j=!s)):(s=x,(a||!x)&&(x="error",0>a&&(a=0))),v.status=a,v.statusText=(b||x)+"",j?o.resolveWith(l,[r,x,v]):o.rejectWith(l,[v,x,s]),v.statusCode(q),q=void 0,h&&n.trigger(j?"ajaxSuccess":"ajaxError",[v,k,j?r:s]),p.fireWith(l,[v,x]),h&&(n.trigger("ajaxComplete",[v,k]),--m.active||m.event.trigger("ajaxStop")))}return v},getJSON:function(a,b,c){return m.get(a,b,c,"json")},getScript:function(a,b){return m.get(a,void 0,b,"script")}}),m.each(["get","post"],function(a,b){m[b]=function(a,c,d,e){return m.isFunction(c)&&(e=e||d,d=c,c=void 0),m.ajax({url:a,type:b,dataType:e,data:c,success:d})}}),m._evalUrl=function(a){return m.ajax({url:a,type:"GET",dataType:"script",async:!1,global:!1,"throws":!0})},m.fn.extend({wrapAll:function(a){if(m.isFunction(a))return this.each(function(b){m(this).wrapAll(a.call(this,b))});if(this[0]){var b=m(a,this[0].ownerDocument).eq(0).clone(!0);this[0].parentNode&&b.insertBefore(this[0]),b.map(function(){var a=this;while(a.firstChild&&1===a.firstChild.nodeType)a=a.firstChild;return a}).append(this)}return this},wrapInner:function(a){return this.each(m.isFunction(a)?function(b){m(this).wrapInner(a.call(this,b))}:function(){var b=m(this),c=b.contents();c.length?c.wrapAll(a):b.append(a)})},wrap:function(a){var b=m.isFunction(a);return this.each(function(c){m(this).wrapAll(b?a.call(this,c):a)})},unwrap:function(){return this.parent().each(function(){m.nodeName(this,"body")||m(this).replaceWith(this.childNodes)}).end()}}),m.expr.filters.hidden=function(a){return a.offsetWidth<=0&&a.offsetHeight<=0||!k.reliableHiddenOffsets()&&"none"===(a.style&&a.style.display||m.css(a,"display"))},m.expr.filters.visible=function(a){return!m.expr.filters.hidden(a)};var Qb=/%20/g,Rb=/\[\]$/,Sb=/\r?\n/g,Tb=/^(?:submit|button|image|reset|file)$/i,Ub=/^(?:input|select|textarea|keygen)/i;function Vb(a,b,c,d){var e;if(m.isArray(b))m.each(b,function(b,e){c||Rb.test(a)?d(a,e):Vb(a+"["+("object"==typeof e?b:"")+"]",e,c,d)});else if(c||"object"!==m.type(b))d(a,b);else for(e in b)Vb(a+"["+e+"]",b[e],c,d)}m.param=function(a,b){var c,d=[],e=function(a,b){b=m.isFunction(b)?b():null==b?"":b,d[d.length]=encodeURIComponent(a)+"="+encodeURIComponent(b)};if(void 0===b&&(b=m.ajaxSettings&&m.ajaxSettings.traditional),m.isArray(a)||a.jquery&&!m.isPlainObject(a))m.each(a,function(){e(this.name,this.value)});else for(c in a)Vb(c,a[c],b,e);return d.join("&").replace(Qb,"+")},m.fn.extend({serialize:function(){return m.param(this.serializeArray())},serializeArray:function(){return this.map(function(){var a=m.prop(this,"elements");return a?m.makeArray(a):this}).filter(function(){var a=this.type;return this.name&&!m(this).is(":disabled")&&Ub.test(this.nodeName)&&!Tb.test(a)&&(this.checked||!W.test(a))}).map(function(a,b){var c=m(this).val();return null==c?null:m.isArray(c)?m.map(c,function(a){return{name:b.name,value:a.replace(Sb,"\r\n")}}):{name:b.name,value:c.replace(Sb,"\r\n")}}).get()}}),m.ajaxSettings.xhr=void 0!==a.ActiveXObject?function(){return!this.isLocal&&/^(get|post|head|put|delete|options)$/i.test(this.type)&&Zb()||$b()}:Zb;var Wb=0,Xb={},Yb=m.ajaxSettings.xhr();a.attachEvent&&a.attachEvent("onunload",function(){for(var a in Xb)Xb[a](void 0,!0)}),k.cors=!!Yb&&"withCredentials"in Yb,Yb=k.ajax=!!Yb,Yb&&m.ajaxTransport(function(a){if(!a.crossDomain||k.cors){var b;return{send:function(c,d){var e,f=a.xhr(),g=++Wb;if(f.open(a.type,a.url,a.async,a.username,a.password),a.xhrFields)for(e in a.xhrFields)f[e]=a.xhrFields[e];a.mimeType&&f.overrideMimeType&&f.overrideMimeType(a.mimeType),a.crossDomain||c["X-Requested-With"]||(c["X-Requested-With"]="XMLHttpRequest");for(e in c)void 0!==c[e]&&f.setRequestHeader(e,c[e]+"");f.send(a.hasContent&&a.data||null),b=function(c,e){var h,i,j;if(b&&(e||4===f.readyState))if(delete Xb[g],b=void 0,f.onreadystatechange=m.noop,e)4!==f.readyState&&f.abort();else{j={},h=f.status,"string"==typeof f.responseText&&(j.text=f.responseText);try{i=f.statusText}catch(k){i=""}h||!a.isLocal||a.crossDomain?1223===h&&(h=204):h=j.text?200:404}j&&d(h,i,j,f.getAllResponseHeaders())},a.async?4===f.readyState?setTimeout(b):f.onreadystatechange=Xb[g]=b:b()},abort:function(){b&&b(void 0,!0)}}}});function Zb(){try{return new a.XMLHttpRequest}catch(b){}}function $b(){try{return new a.ActiveXObject("Microsoft.XMLHTTP")}catch(b){}}m.ajaxSetup({accepts:{script:"text/javascript, application/javascript, application/ecmascript, application/x-ecmascript"},contents:{script:/(?:java|ecma)script/},converters:{"text script":function(a){return m.globalEval(a),a}}}),m.ajaxPrefilter("script",function(a){void 0===a.cache&&(a.cache=!1),a.crossDomain&&(a.type="GET",a.global=!1)}),m.ajaxTransport("script",function(a){if(a.crossDomain){var b,c=y.head||m("head")[0]||y.documentElement;return{send:function(d,e){b=y.createElement("script"),b.async=!0,a.scriptCharset&&(b.charset=a.scriptCharset),b.src=a.url,b.onload=b.onreadystatechange=function(a,c){(c||!b.readyState||/loaded|complete/.test(b.readyState))&&(b.onload=b.onreadystatechange=null,b.parentNode&&b.parentNode.removeChild(b),b=null,c||e(200,"success"))},c.insertBefore(b,c.firstChild)},abort:function(){b&&b.onload(void 0,!0)}}}});var _b=[],ac=/(=)\?(?=&|$)|\?\?/;m.ajaxSetup({jsonp:"callback",jsonpCallback:function(){var a=_b.pop()||m.expando+"_"+vb++;return this[a]=!0,a}}),m.ajaxPrefilter("json jsonp",function(b,c,d){var e,f,g,h=b.jsonp!==!1&&(ac.test(b.url)?"url":"string"==typeof b.data&&!(b.contentType||"").indexOf("application/x-www-form-urlencoded")&&ac.test(b.data)&&"data");return h||"jsonp"===b.dataTypes[0]?(e=b.jsonpCallback=m.isFunction(b.jsonpCallback)?b.jsonpCallback():b.jsonpCallback,h?b[h]=b[h].replace(ac,"$1"+e):b.jsonp!==!1&&(b.url+=(wb.test(b.url)?"&":"?")+b.jsonp+"="+e),b.converters["script json"]=function(){return g||m.error(e+" was not called"),g[0]},b.dataTypes[0]="json",f=a[e],a[e]=function(){g=arguments},d.always(function(){a[e]=f,b[e]&&(b.jsonpCallback=c.jsonpCallback,_b.push(e)),g&&m.isFunction(f)&&f(g[0]),g=f=void 0}),"script"):void 0}),m.parseHTML=function(a,b,c){if(!a||"string"!=typeof a)return null;"boolean"==typeof b&&(c=b,b=!1),b=b||y;var d=u.exec(a),e=!c&&[];return d?[b.createElement(d[1])]:(d=m.buildFragment([a],b,e),e&&e.length&&m(e).remove(),m.merge([],d.childNodes))};var bc=m.fn.load;m.fn.load=function(a,b,c){if("string"!=typeof a&&bc)return bc.apply(this,arguments);var d,e,f,g=this,h=a.indexOf(" ");return h>=0&&(d=m.trim(a.slice(h,a.length)),a=a.slice(0,h)),m.isFunction(b)?(c=b,b=void 0):b&&"object"==typeof b&&(f="POST"),g.length>0&&m.ajax({url:a,type:f,dataType:"html",data:b}).done(function(a){e=arguments,g.html(d?m("<div>").append(m.parseHTML(a)).find(d):a)}).complete(c&&function(a,b){g.each(c,e||[a.responseText,b,a])}),this},m.each(["ajaxStart","ajaxStop","ajaxComplete","ajaxError","ajaxSuccess","ajaxSend"],function(a,b){m.fn[b]=function(a){return this.on(b,a)}}),m.expr.filters.animated=function(a){return m.grep(m.timers,function(b){return a===b.elem}).length};var cc=a.document.documentElement;function dc(a){return m.isWindow(a)?a:9===a.nodeType?a.defaultView||a.parentWindow:!1}m.offset={setOffset:function(a,b,c){var d,e,f,g,h,i,j,k=m.css(a,"position"),l=m(a),n={};"static"===k&&(a.style.position="relative"),h=l.offset(),f=m.css(a,"top"),i=m.css(a,"left"),j=("absolute"===k||"fixed"===k)&&m.inArray("auto",[f,i])>-1,j?(d=l.position(),g=d.top,e=d.left):(g=parseFloat(f)||0,e=parseFloat(i)||0),m.isFunction(b)&&(b=b.call(a,c,h)),null!=b.top&&(n.top=b.top-h.top+g),null!=b.left&&(n.left=b.left-h.left+e),"using"in b?b.using.call(a,n):l.css(n)}},m.fn.extend({offset:function(a){if(arguments.length)return void 0===a?this:this.each(function(b){m.offset.setOffset(this,a,b)});var b,c,d={top:0,left:0},e=this[0],f=e&&e.ownerDocument;if(f)return b=f.documentElement,m.contains(b,e)?(typeof e.getBoundingClientRect!==K&&(d=e.getBoundingClientRect()),c=dc(f),{top:d.top+(c.pageYOffset||b.scrollTop)-(b.clientTop||0),left:d.left+(c.pageXOffset||b.scrollLeft)-(b.clientLeft||0)}):d},position:function(){if(this[0]){var a,b,c={top:0,left:0},d=this[0];return"fixed"===m.css(d,"position")?b=d.getBoundingClientRect():(a=this.offsetParent(),b=this.offset(),m.nodeName(a[0],"html")||(c=a.offset()),c.top+=m.css(a[0],"borderTopWidth",!0),c.left+=m.css(a[0],"borderLeftWidth",!0)),{top:b.top-c.top-m.css(d,"marginTop",!0),left:b.left-c.left-m.css(d,"marginLeft",!0)}}},offsetParent:function(){return this.map(function(){var a=this.offsetParent||cc;while(a&&!m.nodeName(a,"html")&&"static"===m.css(a,"position"))a=a.offsetParent;return a||cc})}}),m.each({scrollLeft:"pageXOffset",scrollTop:"pageYOffset"},function(a,b){var c=/Y/.test(b);m.fn[a]=function(d){return V(this,function(a,d,e){var f=dc(a);return void 0===e?f?b in f?f[b]:f.document.documentElement[d]:a[d]:void(f?f.scrollTo(c?m(f).scrollLeft():e,c?e:m(f).scrollTop()):a[d]=e)},a,d,arguments.length,null)}}),m.each(["top","left"],function(a,b){m.cssHooks[b]=La(k.pixelPosition,function(a,c){return c?(c=Ja(a,b),Ha.test(c)?m(a).position()[b]+"px":c):void 0})}),m.each({Height:"height",Width:"width"},function(a,b){m.each({padding:"inner"+a,content:b,"":"outer"+a},function(c,d){m.fn[d]=function(d,e){var f=arguments.length&&(c||"boolean"!=typeof d),g=c||(d===!0||e===!0?"margin":"border");return V(this,function(b,c,d){var e;return m.isWindow(b)?b.document.documentElement["client"+a]:9===b.nodeType?(e=b.documentElement,Math.max(b.body["scroll"+a],e["scroll"+a],b.body["offset"+a],e["offset"+a],e["client"+a])):void 0===d?m.css(b,c,g):m.style(b,c,d,g)},b,f?d:void 0,f,null)}})}),m.fn.size=function(){return this.length},m.fn.andSelf=m.fn.addBack,"function"==typeof define&&define.amd&&define("jquery",[],function(){return m});var ec=a.jQuery,fc=a.$;return m.noConflict=function(b){return a.$===m&&(a.$=fc),b&&a.jQuery===m&&(a.jQuery=ec),m},typeof b===K&&(a.jQuery=a.$=m),m});
"></script>
 <meta name="viewport" content="width=device-width, initial-scale=1" />
@@ -170,7 +170,7 @@
 
 
 
-<h1 class="title toc-ignore">500 Analyse Biodiv-RS</h1>
+<h1 class="title toc-ignore">510 Analyse Biodiv-RS</h1>
 
 </div>
 
@@ -182,176 +182,6 @@ <h1 class="title toc-ignore">500 Analyse Biodiv-RS</h1>
 <h1>Compare PLS and RF</h1>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
-<!-- rnb-output-begin {"data":"   [1] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n   [7] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\"\n  [13] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\" \n  [19] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n  [25] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\"\n  [31] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n  [37] \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n  [43] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\"\n  [49] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n  [55] \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n  [61] \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\"\n  [67] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n  [73] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n  [79] \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n  [85] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n  [91] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n  [97] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [103] \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [109] \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [115] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [121] \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [127] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [133] \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\" \n [139] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [145] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [151] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [157] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [163] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [169] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [175] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [181] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [187] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [193] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [199] \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [205] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [211] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [217] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [223] \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [229] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [235] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [241] \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [247] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [253] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [259] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [265] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\"\n [271] \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\"\n [277] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [283] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_gam_elev_res\"\n [289] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [295] \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [301] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\"\n [307] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [313] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [319] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [325] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [331] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [337] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [343] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [349] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\"\n [355] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [361] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [367] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [373] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\" \n [379] \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [385] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [391] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [397] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [403] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\"\n [409] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [415] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [421] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\"\n [427] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [433] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [439] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [445] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\" \n [451] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [457] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [463] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [469] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [475] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [481] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [487] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [493] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [499] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [505] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [511] \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\" \n [517] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [523] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\"\n [529] \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [535] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [541] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\"\n [547] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [553] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [559] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [565] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\" \n [571] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [577] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [583] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\" \n [589] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [595] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [601] \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [607] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\"\n [613] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [619] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [625] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [631] \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [637] \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [643] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [649] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [655] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [661] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [667] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [673] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [679] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [685] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [691] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [697] \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [703] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [709] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [715] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [721] \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\"\n [727] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [733] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [739] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [745] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [751] \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [757] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\"\n [763] \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [769] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [775] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [781] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [787] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [793] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [799] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [805] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [811] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [817] \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [823] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [829] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [835] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\" \n [841] \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [847] \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\"\n [853] \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [859] \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [865] \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\"\n [871] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [877] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\"\n [883] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [889] \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [895] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [901] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [907] \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [913] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [919] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\"\n [925] \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [931] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [937] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\"\n [943] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\"\n [949] \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [955] \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\" \n [961] \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\" \n [967] \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\"\n [973] \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [979] \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [985] \"rf_gam_elev_res\" \"rf_rf_elui_res\"  \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_rf_elui_res\"  \"rf_pls_elui_res\"\n [991] \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_gam_elev_res\" \"rf_rf_elui_res\" \n [997] \"rf_rf_elui_res\"  \"rf_pls_elui_res\" \"rf_pls_elui_res\" \"rf_pls_elui_res\"\n [ reached getOption(\"max.print\") -- omitted 200 entries ]\n"} -->
-<pre><code>   [1] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
-   [7] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot;
-  [13] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot; 
-  [19] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
-  [25] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot;
-  [31] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
-  [37] &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
-  [43] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot;
-  [49] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
-  [55] &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
-  [61] &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot;
-  [67] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
-  [73] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
-  [79] &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
-  [85] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
-  [91] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
-  [97] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [103] &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [109] &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [115] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
- [121] &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [127] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [133] &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot; 
- [139] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [145] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [151] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [157] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [163] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [169] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [175] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [181] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [187] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [193] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [199] &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [205] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [211] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [217] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [223] &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [229] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [235] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [241] &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [247] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [253] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [259] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [265] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot;
- [271] &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot;
- [277] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [283] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot;
- [289] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [295] &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [301] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot;
- [307] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [313] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [319] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [325] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [331] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [337] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [343] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [349] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot;
- [355] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [361] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [367] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [373] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot; 
- [379] &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [385] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [391] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [397] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [403] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot;
- [409] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [415] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [421] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot;
- [427] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [433] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [439] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [445] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot; 
- [451] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [457] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [463] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [469] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [475] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [481] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [487] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [493] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [499] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [505] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [511] &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot; 
- [517] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [523] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot;
- [529] &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [535] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
- [541] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot;
- [547] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [553] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [559] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [565] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot; 
- [571] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [577] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [583] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot; 
- [589] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
- [595] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [601] &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [607] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot;
- [613] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [619] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [625] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [631] &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [637] &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [643] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [649] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [655] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [661] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [667] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [673] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
- [679] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [685] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
- [691] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [697] &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [703] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [709] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [715] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [721] &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot;
- [727] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [733] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [739] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
- [745] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [751] &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [757] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot;
- [763] &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [769] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [775] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [781] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [787] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [793] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
- [799] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [805] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
- [811] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [817] &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [823] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [829] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
- [835] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot; 
- [841] &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [847] &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot;
- [853] &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [859] &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
- [865] &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot;
- [871] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
- [877] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot;
- [883] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
- [889] &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [895] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [901] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [907] &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [913] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [919] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot;
- [925] &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [931] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [937] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot;
- [943] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot;
- [949] &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [955] &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot; 
- [961] &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot; 
- [967] &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot;
- [973] &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [979] &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
- [985] &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot;
- [991] &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_gam_elev_res&quot; &quot;rf_rf_elui_res&quot; 
- [997] &quot;rf_rf_elui_res&quot;  &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot; &quot;rf_pls_elui_res&quot;
- [ reached getOption(&quot;max.print&quot;) -- omitted 200 entries ]</code></pre>
-<!-- rnb-output-end -->
 <!-- rnb-chunk-end -->
 <!-- rnb-text-begin -->
 <!-- rnb-text-end -->
@@ -416,7 +246,7 @@ <h1>Trophic levels</h1>
 <!-- rnb-text-end -->
 </div>
 
-<div id="rmd-source-code">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</div>
+<div id="rmd-source-code">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</div>
 
 
 
diff --git a/src/520_analyse_biodiv_sr_two_step.Rmd b/src/520_analyse_biodiv_sr_two_step.Rmd
new file mode 100644
index 0000000..e3b3f83
--- /dev/null
+++ b/src/520_analyse_biodiv_sr_two_step.Rmd
@@ -0,0 +1,136 @@
+---
+title: "520 Analyse Biodiv-RS Two Step"
+output: html_notebook
+---
+
+```{r, include = FALSE}
+source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+
+dir.create(path_analysis_sr_elev_res, showWarnings = FALSE)
+
+comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
+all_models = readRDS(file.path(path_compile_analysis_sr, "models_sr.rds"))
+all_models_res = readRDS(file.path(path_compile_analysis_sr_elev_res, 
+                                     "models_sr_elev_res.rds"))
+
+
+
+comb_sr_two_step = comb
+model = all_models$gam$elev@model$gam_none
+model_res = all_models_res$pls$gam_elev_res@model$rf_ffs
+
+comp2StepPred(comb_sr_two_step, model, model_res)
+
+
+
+
+# Collect model performance
+pls_res = modelPerformance(all_models_res[["pls"]])
+rf_res = modelPerformance(all_models_res[["rf"]])
+
+pls_res$resmodel = pls_res$resp
+pls_res$resp = gsub("_gam_elev_res", "", pls_res$resp)
+
+rf_res$resmodel = rf_res$resp
+rf_res$resp = gsub("_gam_elev_res", "", rf_res$resp)
+
+summary(pls_res)
+summary(rf_res)
+
+# Get trophic levels
+tl = read.table(file.path(path_meta, "trophic_levels.csv"), header = TRUE, sep = ";")
+pls_res = merge(pls_res, tl, by.x = "resp", by.y = "Species")
+rf_res = merge(rf_res, tl, by.x = "resp", by.y = "Species")
+```
+
+# Compare PLS and RF
+```{r, echo=FALSE}
+models_res = rbind(pls_res[, -4], rf_res[, -4])
+models_res$mptype = paste0(models_res$mtype, "_", models_res$ptype)
+models_res$mptype = factor(models_res$mptype, levels = c("rf_gam_elev_res"))
+
+
+ggplot(data = models_res[models_res$ptype == "gam_elev_res" | models_res$ptype == "spec",], aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
+  geom_boxplot() +
+  theme_bw() + 
+  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
+  labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))
+```
+
+```{r, echo=FALSE}
+pls_rf_res = merge(pls_res, rf_res, by = c("ptype", "resp", "Resample"), all.y = TRUE)
+colnames(pls_rf_res)[grep("\\.x", colnames(pls_rf_res))] = 
+  gsub("\\.x", "_pls", colnames(pls_rf_res)[grep("\\.x", colnames(pls_rf_res))])
+colnames(pls_rf_res)[grep("\\.y", colnames(pls_rf_res))] = 
+  gsub("\\.y", "_rf", colnames(pls_rf_res)[grep("\\.y", colnames(pls_rf_res))])
+# nrow(pls_rf_res)
+
+ptypes = c("elui", "kmra", "spec", "elsp")
+perf_check = lapply(ptypes, function(pt){
+  subdf = pls_rf_res[!is.na(pls_rf_res$RMSE_pls) & 
+                      pls_rf_res$ptype == pt &
+                      pls_rf_res$Resample == "Mean", ]
+  rownames(subdf[subdf$RMSE_pls < subdf$RMSE_rf, ])
+})
+names(perf_check) = ptypes
+```
+
+# Check performance of PLS and RF
+```{r, echo = FALSE}
+for(i in seq(length(perf_check))){
+rmse_perf = sort(round(1-pls_rf_res[as.numeric(perf_check[[i]]), "RMSE_pls"] / 
+                         pls_rf_res[as.numeric(perf_check[[i]]), "RMSE_rf"],2))
+var_rf_prct = sort(round(pls_rf_res[as.numeric(perf_check[[i]]), "nvars_rf"] / 
+                           pls_rf_res[as.numeric(perf_check[[i]]), "nvars_pls"],2))
+level_pls = sort(table(pls_rf_res[as.numeric(perf_check[[i]]), "Level_pls"]))
+print(names(perf_check[i]))
+print(pls_rf_res[as.numeric(perf_check[[i]]),])
+cat("RMSE (1 - PLS/RF):", rmse_perf, "\n")
+cat("Var number (RF/PLS):", var_rf_prct, "\n")
+cat("Levels with PLS is better:", level_pls, "\n")
+cat("\n\n")
+}
+```
+
+# Collect variable importance
+## Number of variables
+```{r}
+pls_rf_res_long = melt(pls_rf_res[pls_rf_res$Resample == "Mean", c(1, 2, 6, 13)], id.vars = c("ptype", "resp"))
+ggplot(data = pls_rf_res_long, aes(x = variable, y = value, fill = ptype)) +
+  geom_boxplot() + 
+  labs(list(x = "Models", y = "Number of variables" ,
+            fill = "Predictor Set")) +
+  theme_bw()
+```
+
+
+# Variable importance for PLS
+```{r, echo=FALSE}
+var_imp <- compVarImp(all_models_res[["pls"]][["spec"]]@model[[1]], scale = FALSE)
+# plotVarImp(var_imp)
+plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
+```
+
+# Variable importance for RF
+```{r, echo=FALSE}
+var_imp <- compVarImp(all_models_res[["rf"]][["spec"]]@model[[1]], scale = FALSE)
+# plotVarImp(var_imp)
+plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
+```
+
+
+# Trophic levels
+```{r}
+var_imp_levels = var_imp
+for(i in seq(length(var_imp_levels))){
+  var_imp_levels[[i]]$RESPONSE = tl$Level[grep(var_imp_levels[[i]]$RESPONSE[1], tl$Species)]
+}
+plotVarImpHeatmap(var_imp_levels, xlab = "Species", ylab = "Band")
+```
+
+
+
+
+When you save the notebook, an HTML file containing the code and output will be saved alongside it (click the *Preview* button or press *Ctrl+Shift+K* to preview the HTML file).
+
+The preview shows you a rendered HTML copy of the contents of the editor. Consequently, unlike *Knit*, *Preview* does not run any R code chunks. Instead, the output of the chunk when it was last run in the editor is displayed.
diff --git a/src/520_analyse_biodiv_sr_two_step.nb.html b/src/520_analyse_biodiv_sr_two_step.nb.html
new file mode 100644
index 0000000..2fb220b
--- /dev/null
+++ b/src/520_analyse_biodiv_sr_two_step.nb.html
@@ -0,0 +1,290 @@
+<!DOCTYPE html>
+
+<html xmlns="http://www.w3.org/1999/xhtml">
+
+<head>
+
+<meta charset="utf-8" />
+<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+<meta name="generator" content="pandoc" />
+
+
+
+
+<title>520 Analyse Biodiv-RS Two Step</title>
+
+<script src="data:application/x-javascript;base64,/*! jQuery v1.11.3 | (c) 2005, 2015 jQuery Foundation, Inc. | jquery.org/license */
!function(a,b){"object"==typeof module&&"object"==typeof module.exports?module.exports=a.document?b(a,!0):function(a){if(!a.document)throw new Error("jQuery requires a window with a document");return b(a)}:b(a)}("undefined"!=typeof window?window:this,function(a,b){var c=[],d=c.slice,e=c.concat,f=c.push,g=c.indexOf,h={},i=h.toString,j=h.hasOwnProperty,k={},l="1.11.3",m=function(a,b){return new m.fn.init(a,b)},n=/^[\s\uFEFF\xA0]+|[\s\uFEFF\xA0]+$/g,o=/^-ms-/,p=/-([\da-z])/gi,q=function(a,b){return b.toUpperCase()};m.fn=m.prototype={jquery:l,constructor:m,selector:"",length:0,toArray:function(){return d.call(this)},get:function(a){return null!=a?0>a?this[a+this.length]:this[a]:d.call(this)},pushStack:function(a){var b=m.merge(this.constructor(),a);return b.prevObject=this,b.context=this.context,b},each:function(a,b){return m.each(this,a,b)},map:function(a){return this.pushStack(m.map(this,function(b,c){return a.call(b,c,b)}))},slice:function(){return this.pushStack(d.apply(this,arguments))},first:function(){return this.eq(0)},last:function(){return this.eq(-1)},eq:function(a){var b=this.length,c=+a+(0>a?b:0);return this.pushStack(c>=0&&b>c?[this[c]]:[])},end:function(){return this.prevObject||this.constructor(null)},push:f,sort:c.sort,splice:c.splice},m.extend=m.fn.extend=function(){var a,b,c,d,e,f,g=arguments[0]||{},h=1,i=arguments.length,j=!1;for("boolean"==typeof g&&(j=g,g=arguments[h]||{},h++),"object"==typeof g||m.isFunction(g)||(g={}),h===i&&(g=this,h--);i>h;h++)if(null!=(e=arguments[h]))for(d in e)a=g[d],c=e[d],g!==c&&(j&&c&&(m.isPlainObject(c)||(b=m.isArray(c)))?(b?(b=!1,f=a&&m.isArray(a)?a:[]):f=a&&m.isPlainObject(a)?a:{},g[d]=m.extend(j,f,c)):void 0!==c&&(g[d]=c));return g},m.extend({expando:"jQuery"+(l+Math.random()).replace(/\D/g,""),isReady:!0,error:function(a){throw new Error(a)},noop:function(){},isFunction:function(a){return"function"===m.type(a)},isArray:Array.isArray||function(a){return"array"===m.type(a)},isWindow:function(a){return null!=a&&a==a.window},isNumeric:function(a){return!m.isArray(a)&&a-parseFloat(a)+1>=0},isEmptyObject:function(a){var b;for(b in a)return!1;return!0},isPlainObject:function(a){var b;if(!a||"object"!==m.type(a)||a.nodeType||m.isWindow(a))return!1;try{if(a.constructor&&!j.call(a,"constructor")&&!j.call(a.constructor.prototype,"isPrototypeOf"))return!1}catch(c){return!1}if(k.ownLast)for(b in a)return j.call(a,b);for(b in a);return void 0===b||j.call(a,b)},type:function(a){return null==a?a+"":"object"==typeof a||"function"==typeof a?h[i.call(a)]||"object":typeof a},globalEval:function(b){b&&m.trim(b)&&(a.execScript||function(b){a.eval.call(a,b)})(b)},camelCase:function(a){return a.replace(o,"ms-").replace(p,q)},nodeName:function(a,b){return a.nodeName&&a.nodeName.toLowerCase()===b.toLowerCase()},each:function(a,b,c){var d,e=0,f=a.length,g=r(a);if(c){if(g){for(;f>e;e++)if(d=b.apply(a[e],c),d===!1)break}else for(e in a)if(d=b.apply(a[e],c),d===!1)break}else if(g){for(;f>e;e++)if(d=b.call(a[e],e,a[e]),d===!1)break}else for(e in a)if(d=b.call(a[e],e,a[e]),d===!1)break;return a},trim:function(a){return null==a?"":(a+"").replace(n,"")},makeArray:function(a,b){var c=b||[];return null!=a&&(r(Object(a))?m.merge(c,"string"==typeof a?[a]:a):f.call(c,a)),c},inArray:function(a,b,c){var d;if(b){if(g)return g.call(b,a,c);for(d=b.length,c=c?0>c?Math.max(0,d+c):c:0;d>c;c++)if(c in b&&b[c]===a)return c}return-1},merge:function(a,b){var c=+b.length,d=0,e=a.length;while(c>d)a[e++]=b[d++];if(c!==c)while(void 0!==b[d])a[e++]=b[d++];return a.length=e,a},grep:function(a,b,c){for(var d,e=[],f=0,g=a.length,h=!c;g>f;f++)d=!b(a[f],f),d!==h&&e.push(a[f]);return e},map:function(a,b,c){var d,f=0,g=a.length,h=r(a),i=[];if(h)for(;g>f;f++)d=b(a[f],f,c),null!=d&&i.push(d);else for(f in a)d=b(a[f],f,c),null!=d&&i.push(d);return e.apply([],i)},guid:1,proxy:function(a,b){var c,e,f;return"string"==typeof b&&(f=a[b],b=a,a=f),m.isFunction(a)?(c=d.call(arguments,2),e=function(){return a.apply(b||this,c.concat(d.call(arguments)))},e.guid=a.guid=a.guid||m.guid++,e):void 0},now:function(){return+new Date},support:k}),m.each("Boolean Number String Function Array Date RegExp Object Error".split(" "),function(a,b){h["[object "+b+"]"]=b.toLowerCase()});function r(a){var b="length"in a&&a.length,c=m.type(a);return"function"===c||m.isWindow(a)?!1:1===a.nodeType&&b?!0:"array"===c||0===b||"number"==typeof b&&b>0&&b-1 in a}var s=function(a){var b,c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u="sizzle"+1*new Date,v=a.document,w=0,x=0,y=ha(),z=ha(),A=ha(),B=function(a,b){return a===b&&(l=!0),0},C=1<<31,D={}.hasOwnProperty,E=[],F=E.pop,G=E.push,H=E.push,I=E.slice,J=function(a,b){for(var c=0,d=a.length;d>c;c++)if(a[c]===b)return c;return-1},K="checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped",L="[\\x20\\t\\r\\n\\f]",M="(?:\\\\.|[\\w-]|[^\\x00-\\xa0])+",N=M.replace("w","w#"),O="\\["+L+"*("+M+")(?:"+L+"*([*^$|!~]?=)"+L+"*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|("+N+"))|)"+L+"*\\]",P=":("+M+")(?:\\((('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|((?:\\\\.|[^\\\\()[\\]]|"+O+")*)|.*)\\)|)",Q=new RegExp(L+"+","g"),R=new RegExp("^"+L+"+|((?:^|[^\\\\])(?:\\\\.)*)"+L+"+$","g"),S=new RegExp("^"+L+"*,"+L+"*"),T=new RegExp("^"+L+"*([>+~]|"+L+")"+L+"*"),U=new RegExp("="+L+"*([^\\]'\"]*?)"+L+"*\\]","g"),V=new RegExp(P),W=new RegExp("^"+N+"$"),X={ID:new RegExp("^#("+M+")"),CLASS:new RegExp("^\\.("+M+")"),TAG:new RegExp("^("+M.replace("w","w*")+")"),ATTR:new RegExp("^"+O),PSEUDO:new RegExp("^"+P),CHILD:new RegExp("^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\("+L+"*(even|odd|(([+-]|)(\\d*)n|)"+L+"*(?:([+-]|)"+L+"*(\\d+)|))"+L+"*\\)|)","i"),bool:new RegExp("^(?:"+K+")$","i"),needsContext:new RegExp("^"+L+"*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\("+L+"*((?:-\\d)?\\d*)"+L+"*\\)|)(?=[^-]|$)","i")},Y=/^(?:input|select|textarea|button)$/i,Z=/^h\d$/i,$=/^[^{]+\{\s*\[native \w/,_=/^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/,aa=/[+~]/,ba=/'|\\/g,ca=new RegExp("\\\\([\\da-f]{1,6}"+L+"?|("+L+")|.)","ig"),da=function(a,b,c){var d="0x"+b-65536;return d!==d||c?b:0>d?String.fromCharCode(d+65536):String.fromCharCode(d>>10|55296,1023&d|56320)},ea=function(){m()};try{H.apply(E=I.call(v.childNodes),v.childNodes),E[v.childNodes.length].nodeType}catch(fa){H={apply:E.length?function(a,b){G.apply(a,I.call(b))}:function(a,b){var c=a.length,d=0;while(a[c++]=b[d++]);a.length=c-1}}}function ga(a,b,d,e){var f,h,j,k,l,o,r,s,w,x;if((b?b.ownerDocument||b:v)!==n&&m(b),b=b||n,d=d||[],k=b.nodeType,"string"!=typeof a||!a||1!==k&&9!==k&&11!==k)return d;if(!e&&p){if(11!==k&&(f=_.exec(a)))if(j=f[1]){if(9===k){if(h=b.getElementById(j),!h||!h.parentNode)return d;if(h.id===j)return d.push(h),d}else if(b.ownerDocument&&(h=b.ownerDocument.getElementById(j))&&t(b,h)&&h.id===j)return d.push(h),d}else{if(f[2])return H.apply(d,b.getElementsByTagName(a)),d;if((j=f[3])&&c.getElementsByClassName)return H.apply(d,b.getElementsByClassName(j)),d}if(c.qsa&&(!q||!q.test(a))){if(s=r=u,w=b,x=1!==k&&a,1===k&&"object"!==b.nodeName.toLowerCase()){o=g(a),(r=b.getAttribute("id"))?s=r.replace(ba,"\\$&"):b.setAttribute("id",s),s="[id='"+s+"'] ",l=o.length;while(l--)o[l]=s+ra(o[l]);w=aa.test(a)&&pa(b.parentNode)||b,x=o.join(",")}if(x)try{return H.apply(d,w.querySelectorAll(x)),d}catch(y){}finally{r||b.removeAttribute("id")}}}return i(a.replace(R,"$1"),b,d,e)}function ha(){var a=[];function b(c,e){return a.push(c+" ")>d.cacheLength&&delete b[a.shift()],b[c+" "]=e}return b}function ia(a){return a[u]=!0,a}function ja(a){var b=n.createElement("div");try{return!!a(b)}catch(c){return!1}finally{b.parentNode&&b.parentNode.removeChild(b),b=null}}function ka(a,b){var c=a.split("|"),e=a.length;while(e--)d.attrHandle[c[e]]=b}function la(a,b){var c=b&&a,d=c&&1===a.nodeType&&1===b.nodeType&&(~b.sourceIndex||C)-(~a.sourceIndex||C);if(d)return d;if(c)while(c=c.nextSibling)if(c===b)return-1;return a?1:-1}function ma(a){return function(b){var c=b.nodeName.toLowerCase();return"input"===c&&b.type===a}}function na(a){return function(b){var c=b.nodeName.toLowerCase();return("input"===c||"button"===c)&&b.type===a}}function oa(a){return ia(function(b){return b=+b,ia(function(c,d){var e,f=a([],c.length,b),g=f.length;while(g--)c[e=f[g]]&&(c[e]=!(d[e]=c[e]))})})}function pa(a){return a&&"undefined"!=typeof a.getElementsByTagName&&a}c=ga.support={},f=ga.isXML=function(a){var b=a&&(a.ownerDocument||a).documentElement;return b?"HTML"!==b.nodeName:!1},m=ga.setDocument=function(a){var b,e,g=a?a.ownerDocument||a:v;return g!==n&&9===g.nodeType&&g.documentElement?(n=g,o=g.documentElement,e=g.defaultView,e&&e!==e.top&&(e.addEventListener?e.addEventListener("unload",ea,!1):e.attachEvent&&e.attachEvent("onunload",ea)),p=!f(g),c.attributes=ja(function(a){return a.className="i",!a.getAttribute("className")}),c.getElementsByTagName=ja(function(a){return a.appendChild(g.createComment("")),!a.getElementsByTagName("*").length}),c.getElementsByClassName=$.test(g.getElementsByClassName),c.getById=ja(function(a){return o.appendChild(a).id=u,!g.getElementsByName||!g.getElementsByName(u).length}),c.getById?(d.find.ID=function(a,b){if("undefined"!=typeof b.getElementById&&p){var c=b.getElementById(a);return c&&c.parentNode?[c]:[]}},d.filter.ID=function(a){var b=a.replace(ca,da);return function(a){return a.getAttribute("id")===b}}):(delete d.find.ID,d.filter.ID=function(a){var b=a.replace(ca,da);return function(a){var c="undefined"!=typeof a.getAttributeNode&&a.getAttributeNode("id");return c&&c.value===b}}),d.find.TAG=c.getElementsByTagName?function(a,b){return"undefined"!=typeof b.getElementsByTagName?b.getElementsByTagName(a):c.qsa?b.querySelectorAll(a):void 0}:function(a,b){var c,d=[],e=0,f=b.getElementsByTagName(a);if("*"===a){while(c=f[e++])1===c.nodeType&&d.push(c);return d}return f},d.find.CLASS=c.getElementsByClassName&&function(a,b){return p?b.getElementsByClassName(a):void 0},r=[],q=[],(c.qsa=$.test(g.querySelectorAll))&&(ja(function(a){o.appendChild(a).innerHTML="<a id='"+u+"'></a><select id='"+u+"-\f]' msallowcapture=''><option selected=''></option></select>",a.querySelectorAll("[msallowcapture^='']").length&&q.push("[*^$]="+L+"*(?:''|\"\")"),a.querySelectorAll("[selected]").length||q.push("\\["+L+"*(?:value|"+K+")"),a.querySelectorAll("[id~="+u+"-]").length||q.push("~="),a.querySelectorAll(":checked").length||q.push(":checked"),a.querySelectorAll("a#"+u+"+*").length||q.push(".#.+[+~]")}),ja(function(a){var b=g.createElement("input");b.setAttribute("type","hidden"),a.appendChild(b).setAttribute("name","D"),a.querySelectorAll("[name=d]").length&&q.push("name"+L+"*[*^$|!~]?="),a.querySelectorAll(":enabled").length||q.push(":enabled",":disabled"),a.querySelectorAll("*,:x"),q.push(",.*:")})),(c.matchesSelector=$.test(s=o.matches||o.webkitMatchesSelector||o.mozMatchesSelector||o.oMatchesSelector||o.msMatchesSelector))&&ja(function(a){c.disconnectedMatch=s.call(a,"div"),s.call(a,"[s!='']:x"),r.push("!=",P)}),q=q.length&&new RegExp(q.join("|")),r=r.length&&new RegExp(r.join("|")),b=$.test(o.compareDocumentPosition),t=b||$.test(o.contains)?function(a,b){var c=9===a.nodeType?a.documentElement:a,d=b&&b.parentNode;return a===d||!(!d||1!==d.nodeType||!(c.contains?c.contains(d):a.compareDocumentPosition&&16&a.compareDocumentPosition(d)))}:function(a,b){if(b)while(b=b.parentNode)if(b===a)return!0;return!1},B=b?function(a,b){if(a===b)return l=!0,0;var d=!a.compareDocumentPosition-!b.compareDocumentPosition;return d?d:(d=(a.ownerDocument||a)===(b.ownerDocument||b)?a.compareDocumentPosition(b):1,1&d||!c.sortDetached&&b.compareDocumentPosition(a)===d?a===g||a.ownerDocument===v&&t(v,a)?-1:b===g||b.ownerDocument===v&&t(v,b)?1:k?J(k,a)-J(k,b):0:4&d?-1:1)}:function(a,b){if(a===b)return l=!0,0;var c,d=0,e=a.parentNode,f=b.parentNode,h=[a],i=[b];if(!e||!f)return a===g?-1:b===g?1:e?-1:f?1:k?J(k,a)-J(k,b):0;if(e===f)return la(a,b);c=a;while(c=c.parentNode)h.unshift(c);c=b;while(c=c.parentNode)i.unshift(c);while(h[d]===i[d])d++;return d?la(h[d],i[d]):h[d]===v?-1:i[d]===v?1:0},g):n},ga.matches=function(a,b){return ga(a,null,null,b)},ga.matchesSelector=function(a,b){if((a.ownerDocument||a)!==n&&m(a),b=b.replace(U,"='$1']"),!(!c.matchesSelector||!p||r&&r.test(b)||q&&q.test(b)))try{var d=s.call(a,b);if(d||c.disconnectedMatch||a.document&&11!==a.document.nodeType)return d}catch(e){}return ga(b,n,null,[a]).length>0},ga.contains=function(a,b){return(a.ownerDocument||a)!==n&&m(a),t(a,b)},ga.attr=function(a,b){(a.ownerDocument||a)!==n&&m(a);var e=d.attrHandle[b.toLowerCase()],f=e&&D.call(d.attrHandle,b.toLowerCase())?e(a,b,!p):void 0;return void 0!==f?f:c.attributes||!p?a.getAttribute(b):(f=a.getAttributeNode(b))&&f.specified?f.value:null},ga.error=function(a){throw new Error("Syntax error, unrecognized expression: "+a)},ga.uniqueSort=function(a){var b,d=[],e=0,f=0;if(l=!c.detectDuplicates,k=!c.sortStable&&a.slice(0),a.sort(B),l){while(b=a[f++])b===a[f]&&(e=d.push(f));while(e--)a.splice(d[e],1)}return k=null,a},e=ga.getText=function(a){var b,c="",d=0,f=a.nodeType;if(f){if(1===f||9===f||11===f){if("string"==typeof a.textContent)return a.textContent;for(a=a.firstChild;a;a=a.nextSibling)c+=e(a)}else if(3===f||4===f)return a.nodeValue}else while(b=a[d++])c+=e(b);return c},d=ga.selectors={cacheLength:50,createPseudo:ia,match:X,attrHandle:{},find:{},relative:{">":{dir:"parentNode",first:!0}," ":{dir:"parentNode"},"+":{dir:"previousSibling",first:!0},"~":{dir:"previousSibling"}},preFilter:{ATTR:function(a){return a[1]=a[1].replace(ca,da),a[3]=(a[3]||a[4]||a[5]||"").replace(ca,da),"~="===a[2]&&(a[3]=" "+a[3]+" "),a.slice(0,4)},CHILD:function(a){return a[1]=a[1].toLowerCase(),"nth"===a[1].slice(0,3)?(a[3]||ga.error(a[0]),a[4]=+(a[4]?a[5]+(a[6]||1):2*("even"===a[3]||"odd"===a[3])),a[5]=+(a[7]+a[8]||"odd"===a[3])):a[3]&&ga.error(a[0]),a},PSEUDO:function(a){var b,c=!a[6]&&a[2];return X.CHILD.test(a[0])?null:(a[3]?a[2]=a[4]||a[5]||"":c&&V.test(c)&&(b=g(c,!0))&&(b=c.indexOf(")",c.length-b)-c.length)&&(a[0]=a[0].slice(0,b),a[2]=c.slice(0,b)),a.slice(0,3))}},filter:{TAG:function(a){var b=a.replace(ca,da).toLowerCase();return"*"===a?function(){return!0}:function(a){return a.nodeName&&a.nodeName.toLowerCase()===b}},CLASS:function(a){var b=y[a+" "];return b||(b=new RegExp("(^|"+L+")"+a+"("+L+"|$)"))&&y(a,function(a){return b.test("string"==typeof a.className&&a.className||"undefined"!=typeof a.getAttribute&&a.getAttribute("class")||"")})},ATTR:function(a,b,c){return function(d){var e=ga.attr(d,a);return null==e?"!="===b:b?(e+="","="===b?e===c:"!="===b?e!==c:"^="===b?c&&0===e.indexOf(c):"*="===b?c&&e.indexOf(c)>-1:"$="===b?c&&e.slice(-c.length)===c:"~="===b?(" "+e.replace(Q," ")+" ").indexOf(c)>-1:"|="===b?e===c||e.slice(0,c.length+1)===c+"-":!1):!0}},CHILD:function(a,b,c,d,e){var f="nth"!==a.slice(0,3),g="last"!==a.slice(-4),h="of-type"===b;return 1===d&&0===e?function(a){return!!a.parentNode}:function(b,c,i){var j,k,l,m,n,o,p=f!==g?"nextSibling":"previousSibling",q=b.parentNode,r=h&&b.nodeName.toLowerCase(),s=!i&&!h;if(q){if(f){while(p){l=b;while(l=l[p])if(h?l.nodeName.toLowerCase()===r:1===l.nodeType)return!1;o=p="only"===a&&!o&&"nextSibling"}return!0}if(o=[g?q.firstChild:q.lastChild],g&&s){k=q[u]||(q[u]={}),j=k[a]||[],n=j[0]===w&&j[1],m=j[0]===w&&j[2],l=n&&q.childNodes[n];while(l=++n&&l&&l[p]||(m=n=0)||o.pop())if(1===l.nodeType&&++m&&l===b){k[a]=[w,n,m];break}}else if(s&&(j=(b[u]||(b[u]={}))[a])&&j[0]===w)m=j[1];else while(l=++n&&l&&l[p]||(m=n=0)||o.pop())if((h?l.nodeName.toLowerCase()===r:1===l.nodeType)&&++m&&(s&&((l[u]||(l[u]={}))[a]=[w,m]),l===b))break;return m-=e,m===d||m%d===0&&m/d>=0}}},PSEUDO:function(a,b){var c,e=d.pseudos[a]||d.setFilters[a.toLowerCase()]||ga.error("unsupported pseudo: "+a);return e[u]?e(b):e.length>1?(c=[a,a,"",b],d.setFilters.hasOwnProperty(a.toLowerCase())?ia(function(a,c){var d,f=e(a,b),g=f.length;while(g--)d=J(a,f[g]),a[d]=!(c[d]=f[g])}):function(a){return e(a,0,c)}):e}},pseudos:{not:ia(function(a){var b=[],c=[],d=h(a.replace(R,"$1"));return d[u]?ia(function(a,b,c,e){var f,g=d(a,null,e,[]),h=a.length;while(h--)(f=g[h])&&(a[h]=!(b[h]=f))}):function(a,e,f){return b[0]=a,d(b,null,f,c),b[0]=null,!c.pop()}}),has:ia(function(a){return function(b){return ga(a,b).length>0}}),contains:ia(function(a){return a=a.replace(ca,da),function(b){return(b.textContent||b.innerText||e(b)).indexOf(a)>-1}}),lang:ia(function(a){return W.test(a||"")||ga.error("unsupported lang: "+a),a=a.replace(ca,da).toLowerCase(),function(b){var c;do if(c=p?b.lang:b.getAttribute("xml:lang")||b.getAttribute("lang"))return c=c.toLowerCase(),c===a||0===c.indexOf(a+"-");while((b=b.parentNode)&&1===b.nodeType);return!1}}),target:function(b){var c=a.location&&a.location.hash;return c&&c.slice(1)===b.id},root:function(a){return a===o},focus:function(a){return a===n.activeElement&&(!n.hasFocus||n.hasFocus())&&!!(a.type||a.href||~a.tabIndex)},enabled:function(a){return a.disabled===!1},disabled:function(a){return a.disabled===!0},checked:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&!!a.checked||"option"===b&&!!a.selected},selected:function(a){return a.parentNode&&a.parentNode.selectedIndex,a.selected===!0},empty:function(a){for(a=a.firstChild;a;a=a.nextSibling)if(a.nodeType<6)return!1;return!0},parent:function(a){return!d.pseudos.empty(a)},header:function(a){return Z.test(a.nodeName)},input:function(a){return Y.test(a.nodeName)},button:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&"button"===a.type||"button"===b},text:function(a){var b;return"input"===a.nodeName.toLowerCase()&&"text"===a.type&&(null==(b=a.getAttribute("type"))||"text"===b.toLowerCase())},first:oa(function(){return[0]}),last:oa(function(a,b){return[b-1]}),eq:oa(function(a,b,c){return[0>c?c+b:c]}),even:oa(function(a,b){for(var c=0;b>c;c+=2)a.push(c);return a}),odd:oa(function(a,b){for(var c=1;b>c;c+=2)a.push(c);return a}),lt:oa(function(a,b,c){for(var d=0>c?c+b:c;--d>=0;)a.push(d);return a}),gt:oa(function(a,b,c){for(var d=0>c?c+b:c;++d<b;)a.push(d);return a})}},d.pseudos.nth=d.pseudos.eq;for(b in{radio:!0,checkbox:!0,file:!0,password:!0,image:!0})d.pseudos[b]=ma(b);for(b in{submit:!0,reset:!0})d.pseudos[b]=na(b);function qa(){}qa.prototype=d.filters=d.pseudos,d.setFilters=new qa,g=ga.tokenize=function(a,b){var c,e,f,g,h,i,j,k=z[a+" "];if(k)return b?0:k.slice(0);h=a,i=[],j=d.preFilter;while(h){(!c||(e=S.exec(h)))&&(e&&(h=h.slice(e[0].length)||h),i.push(f=[])),c=!1,(e=T.exec(h))&&(c=e.shift(),f.push({value:c,type:e[0].replace(R," ")}),h=h.slice(c.length));for(g in d.filter)!(e=X[g].exec(h))||j[g]&&!(e=j[g](e))||(c=e.shift(),f.push({value:c,type:g,matches:e}),h=h.slice(c.length));if(!c)break}return b?h.length:h?ga.error(a):z(a,i).slice(0)};function ra(a){for(var b=0,c=a.length,d="";c>b;b++)d+=a[b].value;return d}function sa(a,b,c){var d=b.dir,e=c&&"parentNode"===d,f=x++;return b.first?function(b,c,f){while(b=b[d])if(1===b.nodeType||e)return a(b,c,f)}:function(b,c,g){var h,i,j=[w,f];if(g){while(b=b[d])if((1===b.nodeType||e)&&a(b,c,g))return!0}else while(b=b[d])if(1===b.nodeType||e){if(i=b[u]||(b[u]={}),(h=i[d])&&h[0]===w&&h[1]===f)return j[2]=h[2];if(i[d]=j,j[2]=a(b,c,g))return!0}}}function ta(a){return a.length>1?function(b,c,d){var e=a.length;while(e--)if(!a[e](b,c,d))return!1;return!0}:a[0]}function ua(a,b,c){for(var d=0,e=b.length;e>d;d++)ga(a,b[d],c);return c}function va(a,b,c,d,e){for(var f,g=[],h=0,i=a.length,j=null!=b;i>h;h++)(f=a[h])&&(!c||c(f,d,e))&&(g.push(f),j&&b.push(h));return g}function wa(a,b,c,d,e,f){return d&&!d[u]&&(d=wa(d)),e&&!e[u]&&(e=wa(e,f)),ia(function(f,g,h,i){var j,k,l,m=[],n=[],o=g.length,p=f||ua(b||"*",h.nodeType?[h]:h,[]),q=!a||!f&&b?p:va(p,m,a,h,i),r=c?e||(f?a:o||d)?[]:g:q;if(c&&c(q,r,h,i),d){j=va(r,n),d(j,[],h,i),k=j.length;while(k--)(l=j[k])&&(r[n[k]]=!(q[n[k]]=l))}if(f){if(e||a){if(e){j=[],k=r.length;while(k--)(l=r[k])&&j.push(q[k]=l);e(null,r=[],j,i)}k=r.length;while(k--)(l=r[k])&&(j=e?J(f,l):m[k])>-1&&(f[j]=!(g[j]=l))}}else r=va(r===g?r.splice(o,r.length):r),e?e(null,g,r,i):H.apply(g,r)})}function xa(a){for(var b,c,e,f=a.length,g=d.relative[a[0].type],h=g||d.relative[" "],i=g?1:0,k=sa(function(a){return a===b},h,!0),l=sa(function(a){return J(b,a)>-1},h,!0),m=[function(a,c,d){var e=!g&&(d||c!==j)||((b=c).nodeType?k(a,c,d):l(a,c,d));return b=null,e}];f>i;i++)if(c=d.relative[a[i].type])m=[sa(ta(m),c)];else{if(c=d.filter[a[i].type].apply(null,a[i].matches),c[u]){for(e=++i;f>e;e++)if(d.relative[a[e].type])break;return wa(i>1&&ta(m),i>1&&ra(a.slice(0,i-1).concat({value:" "===a[i-2].type?"*":""})).replace(R,"$1"),c,e>i&&xa(a.slice(i,e)),f>e&&xa(a=a.slice(e)),f>e&&ra(a))}m.push(c)}return ta(m)}function ya(a,b){var c=b.length>0,e=a.length>0,f=function(f,g,h,i,k){var l,m,o,p=0,q="0",r=f&&[],s=[],t=j,u=f||e&&d.find.TAG("*",k),v=w+=null==t?1:Math.random()||.1,x=u.length;for(k&&(j=g!==n&&g);q!==x&&null!=(l=u[q]);q++){if(e&&l){m=0;while(o=a[m++])if(o(l,g,h)){i.push(l);break}k&&(w=v)}c&&((l=!o&&l)&&p--,f&&r.push(l))}if(p+=q,c&&q!==p){m=0;while(o=b[m++])o(r,s,g,h);if(f){if(p>0)while(q--)r[q]||s[q]||(s[q]=F.call(i));s=va(s)}H.apply(i,s),k&&!f&&s.length>0&&p+b.length>1&&ga.uniqueSort(i)}return k&&(w=v,j=t),r};return c?ia(f):f}return h=ga.compile=function(a,b){var c,d=[],e=[],f=A[a+" "];if(!f){b||(b=g(a)),c=b.length;while(c--)f=xa(b[c]),f[u]?d.push(f):e.push(f);f=A(a,ya(e,d)),f.selector=a}return f},i=ga.select=function(a,b,e,f){var i,j,k,l,m,n="function"==typeof a&&a,o=!f&&g(a=n.selector||a);if(e=e||[],1===o.length){if(j=o[0]=o[0].slice(0),j.length>2&&"ID"===(k=j[0]).type&&c.getById&&9===b.nodeType&&p&&d.relative[j[1].type]){if(b=(d.find.ID(k.matches[0].replace(ca,da),b)||[])[0],!b)return e;n&&(b=b.parentNode),a=a.slice(j.shift().value.length)}i=X.needsContext.test(a)?0:j.length;while(i--){if(k=j[i],d.relative[l=k.type])break;if((m=d.find[l])&&(f=m(k.matches[0].replace(ca,da),aa.test(j[0].type)&&pa(b.parentNode)||b))){if(j.splice(i,1),a=f.length&&ra(j),!a)return H.apply(e,f),e;break}}}return(n||h(a,o))(f,b,!p,e,aa.test(a)&&pa(b.parentNode)||b),e},c.sortStable=u.split("").sort(B).join("")===u,c.detectDuplicates=!!l,m(),c.sortDetached=ja(function(a){return 1&a.compareDocumentPosition(n.createElement("div"))}),ja(function(a){return a.innerHTML="<a href='#'></a>","#"===a.firstChild.getAttribute("href")})||ka("type|href|height|width",function(a,b,c){return c?void 0:a.getAttribute(b,"type"===b.toLowerCase()?1:2)}),c.attributes&&ja(function(a){return a.innerHTML="<input/>",a.firstChild.setAttribute("value",""),""===a.firstChild.getAttribute("value")})||ka("value",function(a,b,c){return c||"input"!==a.nodeName.toLowerCase()?void 0:a.defaultValue}),ja(function(a){return null==a.getAttribute("disabled")})||ka(K,function(a,b,c){var d;return c?void 0:a[b]===!0?b.toLowerCase():(d=a.getAttributeNode(b))&&d.specified?d.value:null}),ga}(a);m.find=s,m.expr=s.selectors,m.expr[":"]=m.expr.pseudos,m.unique=s.uniqueSort,m.text=s.getText,m.isXMLDoc=s.isXML,m.contains=s.contains;var t=m.expr.match.needsContext,u=/^<(\w+)\s*\/?>(?:<\/\1>|)$/,v=/^.[^:#\[\.,]*$/;function w(a,b,c){if(m.isFunction(b))return m.grep(a,function(a,d){return!!b.call(a,d,a)!==c});if(b.nodeType)return m.grep(a,function(a){return a===b!==c});if("string"==typeof b){if(v.test(b))return m.filter(b,a,c);b=m.filter(b,a)}return m.grep(a,function(a){return m.inArray(a,b)>=0!==c})}m.filter=function(a,b,c){var d=b[0];return c&&(a=":not("+a+")"),1===b.length&&1===d.nodeType?m.find.matchesSelector(d,a)?[d]:[]:m.find.matches(a,m.grep(b,function(a){return 1===a.nodeType}))},m.fn.extend({find:function(a){var b,c=[],d=this,e=d.length;if("string"!=typeof a)return this.pushStack(m(a).filter(function(){for(b=0;e>b;b++)if(m.contains(d[b],this))return!0}));for(b=0;e>b;b++)m.find(a,d[b],c);return c=this.pushStack(e>1?m.unique(c):c),c.selector=this.selector?this.selector+" "+a:a,c},filter:function(a){return this.pushStack(w(this,a||[],!1))},not:function(a){return this.pushStack(w(this,a||[],!0))},is:function(a){return!!w(this,"string"==typeof a&&t.test(a)?m(a):a||[],!1).length}});var x,y=a.document,z=/^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]*))$/,A=m.fn.init=function(a,b){var c,d;if(!a)return this;if("string"==typeof a){if(c="<"===a.charAt(0)&&">"===a.charAt(a.length-1)&&a.length>=3?[null,a,null]:z.exec(a),!c||!c[1]&&b)return!b||b.jquery?(b||x).find(a):this.constructor(b).find(a);if(c[1]){if(b=b instanceof m?b[0]:b,m.merge(this,m.parseHTML(c[1],b&&b.nodeType?b.ownerDocument||b:y,!0)),u.test(c[1])&&m.isPlainObject(b))for(c in b)m.isFunction(this[c])?this[c](b[c]):this.attr(c,b[c]);return this}if(d=y.getElementById(c[2]),d&&d.parentNode){if(d.id!==c[2])return x.find(a);this.length=1,this[0]=d}return this.context=y,this.selector=a,this}return a.nodeType?(this.context=this[0]=a,this.length=1,this):m.isFunction(a)?"undefined"!=typeof x.ready?x.ready(a):a(m):(void 0!==a.selector&&(this.selector=a.selector,this.context=a.context),m.makeArray(a,this))};A.prototype=m.fn,x=m(y);var B=/^(?:parents|prev(?:Until|All))/,C={children:!0,contents:!0,next:!0,prev:!0};m.extend({dir:function(a,b,c){var d=[],e=a[b];while(e&&9!==e.nodeType&&(void 0===c||1!==e.nodeType||!m(e).is(c)))1===e.nodeType&&d.push(e),e=e[b];return d},sibling:function(a,b){for(var c=[];a;a=a.nextSibling)1===a.nodeType&&a!==b&&c.push(a);return c}}),m.fn.extend({has:function(a){var b,c=m(a,this),d=c.length;return this.filter(function(){for(b=0;d>b;b++)if(m.contains(this,c[b]))return!0})},closest:function(a,b){for(var c,d=0,e=this.length,f=[],g=t.test(a)||"string"!=typeof a?m(a,b||this.context):0;e>d;d++)for(c=this[d];c&&c!==b;c=c.parentNode)if(c.nodeType<11&&(g?g.index(c)>-1:1===c.nodeType&&m.find.matchesSelector(c,a))){f.push(c);break}return this.pushStack(f.length>1?m.unique(f):f)},index:function(a){return a?"string"==typeof a?m.inArray(this[0],m(a)):m.inArray(a.jquery?a[0]:a,this):this[0]&&this[0].parentNode?this.first().prevAll().length:-1},add:function(a,b){return this.pushStack(m.unique(m.merge(this.get(),m(a,b))))},addBack:function(a){return this.add(null==a?this.prevObject:this.prevObject.filter(a))}});function D(a,b){do a=a[b];while(a&&1!==a.nodeType);return a}m.each({parent:function(a){var b=a.parentNode;return b&&11!==b.nodeType?b:null},parents:function(a){return m.dir(a,"parentNode")},parentsUntil:function(a,b,c){return m.dir(a,"parentNode",c)},next:function(a){return D(a,"nextSibling")},prev:function(a){return D(a,"previousSibling")},nextAll:function(a){return m.dir(a,"nextSibling")},prevAll:function(a){return m.dir(a,"previousSibling")},nextUntil:function(a,b,c){return m.dir(a,"nextSibling",c)},prevUntil:function(a,b,c){return m.dir(a,"previousSibling",c)},siblings:function(a){return m.sibling((a.parentNode||{}).firstChild,a)},children:function(a){return m.sibling(a.firstChild)},contents:function(a){return m.nodeName(a,"iframe")?a.contentDocument||a.contentWindow.document:m.merge([],a.childNodes)}},function(a,b){m.fn[a]=function(c,d){var e=m.map(this,b,c);return"Until"!==a.slice(-5)&&(d=c),d&&"string"==typeof d&&(e=m.filter(d,e)),this.length>1&&(C[a]||(e=m.unique(e)),B.test(a)&&(e=e.reverse())),this.pushStack(e)}});var E=/\S+/g,F={};function G(a){var b=F[a]={};return m.each(a.match(E)||[],function(a,c){b[c]=!0}),b}m.Callbacks=function(a){a="string"==typeof a?F[a]||G(a):m.extend({},a);var b,c,d,e,f,g,h=[],i=!a.once&&[],j=function(l){for(c=a.memory&&l,d=!0,f=g||0,g=0,e=h.length,b=!0;h&&e>f;f++)if(h[f].apply(l[0],l[1])===!1&&a.stopOnFalse){c=!1;break}b=!1,h&&(i?i.length&&j(i.shift()):c?h=[]:k.disable())},k={add:function(){if(h){var d=h.length;!function f(b){m.each(b,function(b,c){var d=m.type(c);"function"===d?a.unique&&k.has(c)||h.push(c):c&&c.length&&"string"!==d&&f(c)})}(arguments),b?e=h.length:c&&(g=d,j(c))}return this},remove:function(){return h&&m.each(arguments,function(a,c){var d;while((d=m.inArray(c,h,d))>-1)h.splice(d,1),b&&(e>=d&&e--,f>=d&&f--)}),this},has:function(a){return a?m.inArray(a,h)>-1:!(!h||!h.length)},empty:function(){return h=[],e=0,this},disable:function(){return h=i=c=void 0,this},disabled:function(){return!h},lock:function(){return i=void 0,c||k.disable(),this},locked:function(){return!i},fireWith:function(a,c){return!h||d&&!i||(c=c||[],c=[a,c.slice?c.slice():c],b?i.push(c):j(c)),this},fire:function(){return k.fireWith(this,arguments),this},fired:function(){return!!d}};return k},m.extend({Deferred:function(a){var b=[["resolve","done",m.Callbacks("once memory"),"resolved"],["reject","fail",m.Callbacks("once memory"),"rejected"],["notify","progress",m.Callbacks("memory")]],c="pending",d={state:function(){return c},always:function(){return e.done(arguments).fail(arguments),this},then:function(){var a=arguments;return m.Deferred(function(c){m.each(b,function(b,f){var g=m.isFunction(a[b])&&a[b];e[f[1]](function(){var a=g&&g.apply(this,arguments);a&&m.isFunction(a.promise)?a.promise().done(c.resolve).fail(c.reject).progress(c.notify):c[f[0]+"With"](this===d?c.promise():this,g?[a]:arguments)})}),a=null}).promise()},promise:function(a){return null!=a?m.extend(a,d):d}},e={};return d.pipe=d.then,m.each(b,function(a,f){var g=f[2],h=f[3];d[f[1]]=g.add,h&&g.add(function(){c=h},b[1^a][2].disable,b[2][2].lock),e[f[0]]=function(){return e[f[0]+"With"](this===e?d:this,arguments),this},e[f[0]+"With"]=g.fireWith}),d.promise(e),a&&a.call(e,e),e},when:function(a){var b=0,c=d.call(arguments),e=c.length,f=1!==e||a&&m.isFunction(a.promise)?e:0,g=1===f?a:m.Deferred(),h=function(a,b,c){return function(e){b[a]=this,c[a]=arguments.length>1?d.call(arguments):e,c===i?g.notifyWith(b,c):--f||g.resolveWith(b,c)}},i,j,k;if(e>1)for(i=new Array(e),j=new Array(e),k=new Array(e);e>b;b++)c[b]&&m.isFunction(c[b].promise)?c[b].promise().done(h(b,k,c)).fail(g.reject).progress(h(b,j,i)):--f;return f||g.resolveWith(k,c),g.promise()}});var H;m.fn.ready=function(a){return m.ready.promise().done(a),this},m.extend({isReady:!1,readyWait:1,holdReady:function(a){a?m.readyWait++:m.ready(!0)},ready:function(a){if(a===!0?!--m.readyWait:!m.isReady){if(!y.body)return setTimeout(m.ready);m.isReady=!0,a!==!0&&--m.readyWait>0||(H.resolveWith(y,[m]),m.fn.triggerHandler&&(m(y).triggerHandler("ready"),m(y).off("ready")))}}});function I(){y.addEventListener?(y.removeEventListener("DOMContentLoaded",J,!1),a.removeEventListener("load",J,!1)):(y.detachEvent("onreadystatechange",J),a.detachEvent("onload",J))}function J(){(y.addEventListener||"load"===event.type||"complete"===y.readyState)&&(I(),m.ready())}m.ready.promise=function(b){if(!H)if(H=m.Deferred(),"complete"===y.readyState)setTimeout(m.ready);else if(y.addEventListener)y.addEventListener("DOMContentLoaded",J,!1),a.addEventListener("load",J,!1);else{y.attachEvent("onreadystatechange",J),a.attachEvent("onload",J);var c=!1;try{c=null==a.frameElement&&y.documentElement}catch(d){}c&&c.doScroll&&!function e(){if(!m.isReady){try{c.doScroll("left")}catch(a){return setTimeout(e,50)}I(),m.ready()}}()}return H.promise(b)};var K="undefined",L;for(L in m(k))break;k.ownLast="0"!==L,k.inlineBlockNeedsLayout=!1,m(function(){var a,b,c,d;c=y.getElementsByTagName("body")[0],c&&c.style&&(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),typeof b.style.zoom!==K&&(b.style.cssText="display:inline;margin:0;border:0;padding:1px;width:1px;zoom:1",k.inlineBlockNeedsLayout=a=3===b.offsetWidth,a&&(c.style.zoom=1)),c.removeChild(d))}),function(){var a=y.createElement("div");if(null==k.deleteExpando){k.deleteExpando=!0;try{delete a.test}catch(b){k.deleteExpando=!1}}a=null}(),m.acceptData=function(a){var b=m.noData[(a.nodeName+" ").toLowerCase()],c=+a.nodeType||1;return 1!==c&&9!==c?!1:!b||b!==!0&&a.getAttribute("classid")===b};var M=/^(?:\{[\w\W]*\}|\[[\w\W]*\])$/,N=/([A-Z])/g;function O(a,b,c){if(void 0===c&&1===a.nodeType){var d="data-"+b.replace(N,"-$1").toLowerCase();if(c=a.getAttribute(d),"string"==typeof c){try{c="true"===c?!0:"false"===c?!1:"null"===c?null:+c+""===c?+c:M.test(c)?m.parseJSON(c):c}catch(e){}m.data(a,b,c)}else c=void 0}return c}function P(a){var b;for(b in a)if(("data"!==b||!m.isEmptyObject(a[b]))&&"toJSON"!==b)return!1;

return!0}function Q(a,b,d,e){if(m.acceptData(a)){var f,g,h=m.expando,i=a.nodeType,j=i?m.cache:a,k=i?a[h]:a[h]&&h;if(k&&j[k]&&(e||j[k].data)||void 0!==d||"string"!=typeof b)return k||(k=i?a[h]=c.pop()||m.guid++:h),j[k]||(j[k]=i?{}:{toJSON:m.noop}),("object"==typeof b||"function"==typeof b)&&(e?j[k]=m.extend(j[k],b):j[k].data=m.extend(j[k].data,b)),g=j[k],e||(g.data||(g.data={}),g=g.data),void 0!==d&&(g[m.camelCase(b)]=d),"string"==typeof b?(f=g[b],null==f&&(f=g[m.camelCase(b)])):f=g,f}}function R(a,b,c){if(m.acceptData(a)){var d,e,f=a.nodeType,g=f?m.cache:a,h=f?a[m.expando]:m.expando;if(g[h]){if(b&&(d=c?g[h]:g[h].data)){m.isArray(b)?b=b.concat(m.map(b,m.camelCase)):b in d?b=[b]:(b=m.camelCase(b),b=b in d?[b]:b.split(" ")),e=b.length;while(e--)delete d[b[e]];if(c?!P(d):!m.isEmptyObject(d))return}(c||(delete g[h].data,P(g[h])))&&(f?m.cleanData([a],!0):k.deleteExpando||g!=g.window?delete g[h]:g[h]=null)}}}m.extend({cache:{},noData:{"applet ":!0,"embed ":!0,"object ":"clsid:D27CDB6E-AE6D-11cf-96B8-444553540000"},hasData:function(a){return a=a.nodeType?m.cache[a[m.expando]]:a[m.expando],!!a&&!P(a)},data:function(a,b,c){return Q(a,b,c)},removeData:function(a,b){return R(a,b)},_data:function(a,b,c){return Q(a,b,c,!0)},_removeData:function(a,b){return R(a,b,!0)}}),m.fn.extend({data:function(a,b){var c,d,e,f=this[0],g=f&&f.attributes;if(void 0===a){if(this.length&&(e=m.data(f),1===f.nodeType&&!m._data(f,"parsedAttrs"))){c=g.length;while(c--)g[c]&&(d=g[c].name,0===d.indexOf("data-")&&(d=m.camelCase(d.slice(5)),O(f,d,e[d])));m._data(f,"parsedAttrs",!0)}return e}return"object"==typeof a?this.each(function(){m.data(this,a)}):arguments.length>1?this.each(function(){m.data(this,a,b)}):f?O(f,a,m.data(f,a)):void 0},removeData:function(a){return this.each(function(){m.removeData(this,a)})}}),m.extend({queue:function(a,b,c){var d;return a?(b=(b||"fx")+"queue",d=m._data(a,b),c&&(!d||m.isArray(c)?d=m._data(a,b,m.makeArray(c)):d.push(c)),d||[]):void 0},dequeue:function(a,b){b=b||"fx";var c=m.queue(a,b),d=c.length,e=c.shift(),f=m._queueHooks(a,b),g=function(){m.dequeue(a,b)};"inprogress"===e&&(e=c.shift(),d--),e&&("fx"===b&&c.unshift("inprogress"),delete f.stop,e.call(a,g,f)),!d&&f&&f.empty.fire()},_queueHooks:function(a,b){var c=b+"queueHooks";return m._data(a,c)||m._data(a,c,{empty:m.Callbacks("once memory").add(function(){m._removeData(a,b+"queue"),m._removeData(a,c)})})}}),m.fn.extend({queue:function(a,b){var c=2;return"string"!=typeof a&&(b=a,a="fx",c--),arguments.length<c?m.queue(this[0],a):void 0===b?this:this.each(function(){var c=m.queue(this,a,b);m._queueHooks(this,a),"fx"===a&&"inprogress"!==c[0]&&m.dequeue(this,a)})},dequeue:function(a){return this.each(function(){m.dequeue(this,a)})},clearQueue:function(a){return this.queue(a||"fx",[])},promise:function(a,b){var c,d=1,e=m.Deferred(),f=this,g=this.length,h=function(){--d||e.resolveWith(f,[f])};"string"!=typeof a&&(b=a,a=void 0),a=a||"fx";while(g--)c=m._data(f[g],a+"queueHooks"),c&&c.empty&&(d++,c.empty.add(h));return h(),e.promise(b)}});var S=/[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/.source,T=["Top","Right","Bottom","Left"],U=function(a,b){return a=b||a,"none"===m.css(a,"display")||!m.contains(a.ownerDocument,a)},V=m.access=function(a,b,c,d,e,f,g){var h=0,i=a.length,j=null==c;if("object"===m.type(c)){e=!0;for(h in c)m.access(a,b,h,c[h],!0,f,g)}else if(void 0!==d&&(e=!0,m.isFunction(d)||(g=!0),j&&(g?(b.call(a,d),b=null):(j=b,b=function(a,b,c){return j.call(m(a),c)})),b))for(;i>h;h++)b(a[h],c,g?d:d.call(a[h],h,b(a[h],c)));return e?a:j?b.call(a):i?b(a[0],c):f},W=/^(?:checkbox|radio)$/i;!function(){var a=y.createElement("input"),b=y.createElement("div"),c=y.createDocumentFragment();if(b.innerHTML="  <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",k.leadingWhitespace=3===b.firstChild.nodeType,k.tbody=!b.getElementsByTagName("tbody").length,k.htmlSerialize=!!b.getElementsByTagName("link").length,k.html5Clone="<:nav></:nav>"!==y.createElement("nav").cloneNode(!0).outerHTML,a.type="checkbox",a.checked=!0,c.appendChild(a),k.appendChecked=a.checked,b.innerHTML="<textarea>x</textarea>",k.noCloneChecked=!!b.cloneNode(!0).lastChild.defaultValue,c.appendChild(b),b.innerHTML="<input type='radio' checked='checked' name='t'/>",k.checkClone=b.cloneNode(!0).cloneNode(!0).lastChild.checked,k.noCloneEvent=!0,b.attachEvent&&(b.attachEvent("onclick",function(){k.noCloneEvent=!1}),b.cloneNode(!0).click()),null==k.deleteExpando){k.deleteExpando=!0;try{delete b.test}catch(d){k.deleteExpando=!1}}}(),function(){var b,c,d=y.createElement("div");for(b in{submit:!0,change:!0,focusin:!0})c="on"+b,(k[b+"Bubbles"]=c in a)||(d.setAttribute(c,"t"),k[b+"Bubbles"]=d.attributes[c].expando===!1);d=null}();var X=/^(?:input|select|textarea)$/i,Y=/^key/,Z=/^(?:mouse|pointer|contextmenu)|click/,$=/^(?:focusinfocus|focusoutblur)$/,_=/^([^.]*)(?:\.(.+)|)$/;function aa(){return!0}function ba(){return!1}function ca(){try{return y.activeElement}catch(a){}}m.event={global:{},add:function(a,b,c,d,e){var f,g,h,i,j,k,l,n,o,p,q,r=m._data(a);if(r){c.handler&&(i=c,c=i.handler,e=i.selector),c.guid||(c.guid=m.guid++),(g=r.events)||(g=r.events={}),(k=r.handle)||(k=r.handle=function(a){return typeof m===K||a&&m.event.triggered===a.type?void 0:m.event.dispatch.apply(k.elem,arguments)},k.elem=a),b=(b||"").match(E)||[""],h=b.length;while(h--)f=_.exec(b[h])||[],o=q=f[1],p=(f[2]||"").split(".").sort(),o&&(j=m.event.special[o]||{},o=(e?j.delegateType:j.bindType)||o,j=m.event.special[o]||{},l=m.extend({type:o,origType:q,data:d,handler:c,guid:c.guid,selector:e,needsContext:e&&m.expr.match.needsContext.test(e),namespace:p.join(".")},i),(n=g[o])||(n=g[o]=[],n.delegateCount=0,j.setup&&j.setup.call(a,d,p,k)!==!1||(a.addEventListener?a.addEventListener(o,k,!1):a.attachEvent&&a.attachEvent("on"+o,k))),j.add&&(j.add.call(a,l),l.handler.guid||(l.handler.guid=c.guid)),e?n.splice(n.delegateCount++,0,l):n.push(l),m.event.global[o]=!0);a=null}},remove:function(a,b,c,d,e){var f,g,h,i,j,k,l,n,o,p,q,r=m.hasData(a)&&m._data(a);if(r&&(k=r.events)){b=(b||"").match(E)||[""],j=b.length;while(j--)if(h=_.exec(b[j])||[],o=q=h[1],p=(h[2]||"").split(".").sort(),o){l=m.event.special[o]||{},o=(d?l.delegateType:l.bindType)||o,n=k[o]||[],h=h[2]&&new RegExp("(^|\\.)"+p.join("\\.(?:.*\\.|)")+"(\\.|$)"),i=f=n.length;while(f--)g=n[f],!e&&q!==g.origType||c&&c.guid!==g.guid||h&&!h.test(g.namespace)||d&&d!==g.selector&&("**"!==d||!g.selector)||(n.splice(f,1),g.selector&&n.delegateCount--,l.remove&&l.remove.call(a,g));i&&!n.length&&(l.teardown&&l.teardown.call(a,p,r.handle)!==!1||m.removeEvent(a,o,r.handle),delete k[o])}else for(o in k)m.event.remove(a,o+b[j],c,d,!0);m.isEmptyObject(k)&&(delete r.handle,m._removeData(a,"events"))}},trigger:function(b,c,d,e){var f,g,h,i,k,l,n,o=[d||y],p=j.call(b,"type")?b.type:b,q=j.call(b,"namespace")?b.namespace.split("."):[];if(h=l=d=d||y,3!==d.nodeType&&8!==d.nodeType&&!$.test(p+m.event.triggered)&&(p.indexOf(".")>=0&&(q=p.split("."),p=q.shift(),q.sort()),g=p.indexOf(":")<0&&"on"+p,b=b[m.expando]?b:new m.Event(p,"object"==typeof b&&b),b.isTrigger=e?2:3,b.namespace=q.join("."),b.namespace_re=b.namespace?new RegExp("(^|\\.)"+q.join("\\.(?:.*\\.|)")+"(\\.|$)"):null,b.result=void 0,b.target||(b.target=d),c=null==c?[b]:m.makeArray(c,[b]),k=m.event.special[p]||{},e||!k.trigger||k.trigger.apply(d,c)!==!1)){if(!e&&!k.noBubble&&!m.isWindow(d)){for(i=k.delegateType||p,$.test(i+p)||(h=h.parentNode);h;h=h.parentNode)o.push(h),l=h;l===(d.ownerDocument||y)&&o.push(l.defaultView||l.parentWindow||a)}n=0;while((h=o[n++])&&!b.isPropagationStopped())b.type=n>1?i:k.bindType||p,f=(m._data(h,"events")||{})[b.type]&&m._data(h,"handle"),f&&f.apply(h,c),f=g&&h[g],f&&f.apply&&m.acceptData(h)&&(b.result=f.apply(h,c),b.result===!1&&b.preventDefault());if(b.type=p,!e&&!b.isDefaultPrevented()&&(!k._default||k._default.apply(o.pop(),c)===!1)&&m.acceptData(d)&&g&&d[p]&&!m.isWindow(d)){l=d[g],l&&(d[g]=null),m.event.triggered=p;try{d[p]()}catch(r){}m.event.triggered=void 0,l&&(d[g]=l)}return b.result}},dispatch:function(a){a=m.event.fix(a);var b,c,e,f,g,h=[],i=d.call(arguments),j=(m._data(this,"events")||{})[a.type]||[],k=m.event.special[a.type]||{};if(i[0]=a,a.delegateTarget=this,!k.preDispatch||k.preDispatch.call(this,a)!==!1){h=m.event.handlers.call(this,a,j),b=0;while((f=h[b++])&&!a.isPropagationStopped()){a.currentTarget=f.elem,g=0;while((e=f.handlers[g++])&&!a.isImmediatePropagationStopped())(!a.namespace_re||a.namespace_re.test(e.namespace))&&(a.handleObj=e,a.data=e.data,c=((m.event.special[e.origType]||{}).handle||e.handler).apply(f.elem,i),void 0!==c&&(a.result=c)===!1&&(a.preventDefault(),a.stopPropagation()))}return k.postDispatch&&k.postDispatch.call(this,a),a.result}},handlers:function(a,b){var c,d,e,f,g=[],h=b.delegateCount,i=a.target;if(h&&i.nodeType&&(!a.button||"click"!==a.type))for(;i!=this;i=i.parentNode||this)if(1===i.nodeType&&(i.disabled!==!0||"click"!==a.type)){for(e=[],f=0;h>f;f++)d=b[f],c=d.selector+" ",void 0===e[c]&&(e[c]=d.needsContext?m(c,this).index(i)>=0:m.find(c,this,null,[i]).length),e[c]&&e.push(d);e.length&&g.push({elem:i,handlers:e})}return h<b.length&&g.push({elem:this,handlers:b.slice(h)}),g},fix:function(a){if(a[m.expando])return a;var b,c,d,e=a.type,f=a,g=this.fixHooks[e];g||(this.fixHooks[e]=g=Z.test(e)?this.mouseHooks:Y.test(e)?this.keyHooks:{}),d=g.props?this.props.concat(g.props):this.props,a=new m.Event(f),b=d.length;while(b--)c=d[b],a[c]=f[c];return a.target||(a.target=f.srcElement||y),3===a.target.nodeType&&(a.target=a.target.parentNode),a.metaKey=!!a.metaKey,g.filter?g.filter(a,f):a},props:"altKey bubbles cancelable ctrlKey currentTarget eventPhase metaKey relatedTarget shiftKey target timeStamp view which".split(" "),fixHooks:{},keyHooks:{props:"char charCode key keyCode".split(" "),filter:function(a,b){return null==a.which&&(a.which=null!=b.charCode?b.charCode:b.keyCode),a}},mouseHooks:{props:"button buttons clientX clientY fromElement offsetX offsetY pageX pageY screenX screenY toElement".split(" "),filter:function(a,b){var c,d,e,f=b.button,g=b.fromElement;return null==a.pageX&&null!=b.clientX&&(d=a.target.ownerDocument||y,e=d.documentElement,c=d.body,a.pageX=b.clientX+(e&&e.scrollLeft||c&&c.scrollLeft||0)-(e&&e.clientLeft||c&&c.clientLeft||0),a.pageY=b.clientY+(e&&e.scrollTop||c&&c.scrollTop||0)-(e&&e.clientTop||c&&c.clientTop||0)),!a.relatedTarget&&g&&(a.relatedTarget=g===a.target?b.toElement:g),a.which||void 0===f||(a.which=1&f?1:2&f?3:4&f?2:0),a}},special:{load:{noBubble:!0},focus:{trigger:function(){if(this!==ca()&&this.focus)try{return this.focus(),!1}catch(a){}},delegateType:"focusin"},blur:{trigger:function(){return this===ca()&&this.blur?(this.blur(),!1):void 0},delegateType:"focusout"},click:{trigger:function(){return m.nodeName(this,"input")&&"checkbox"===this.type&&this.click?(this.click(),!1):void 0},_default:function(a){return m.nodeName(a.target,"a")}},beforeunload:{postDispatch:function(a){void 0!==a.result&&a.originalEvent&&(a.originalEvent.returnValue=a.result)}}},simulate:function(a,b,c,d){var e=m.extend(new m.Event,c,{type:a,isSimulated:!0,originalEvent:{}});d?m.event.trigger(e,null,b):m.event.dispatch.call(b,e),e.isDefaultPrevented()&&c.preventDefault()}},m.removeEvent=y.removeEventListener?function(a,b,c){a.removeEventListener&&a.removeEventListener(b,c,!1)}:function(a,b,c){var d="on"+b;a.detachEvent&&(typeof a[d]===K&&(a[d]=null),a.detachEvent(d,c))},m.Event=function(a,b){return this instanceof m.Event?(a&&a.type?(this.originalEvent=a,this.type=a.type,this.isDefaultPrevented=a.defaultPrevented||void 0===a.defaultPrevented&&a.returnValue===!1?aa:ba):this.type=a,b&&m.extend(this,b),this.timeStamp=a&&a.timeStamp||m.now(),void(this[m.expando]=!0)):new m.Event(a,b)},m.Event.prototype={isDefaultPrevented:ba,isPropagationStopped:ba,isImmediatePropagationStopped:ba,preventDefault:function(){var a=this.originalEvent;this.isDefaultPrevented=aa,a&&(a.preventDefault?a.preventDefault():a.returnValue=!1)},stopPropagation:function(){var a=this.originalEvent;this.isPropagationStopped=aa,a&&(a.stopPropagation&&a.stopPropagation(),a.cancelBubble=!0)},stopImmediatePropagation:function(){var a=this.originalEvent;this.isImmediatePropagationStopped=aa,a&&a.stopImmediatePropagation&&a.stopImmediatePropagation(),this.stopPropagation()}},m.each({mouseenter:"mouseover",mouseleave:"mouseout",pointerenter:"pointerover",pointerleave:"pointerout"},function(a,b){m.event.special[a]={delegateType:b,bindType:b,handle:function(a){var c,d=this,e=a.relatedTarget,f=a.handleObj;return(!e||e!==d&&!m.contains(d,e))&&(a.type=f.origType,c=f.handler.apply(this,arguments),a.type=b),c}}}),k.submitBubbles||(m.event.special.submit={setup:function(){return m.nodeName(this,"form")?!1:void m.event.add(this,"click._submit keypress._submit",function(a){var b=a.target,c=m.nodeName(b,"input")||m.nodeName(b,"button")?b.form:void 0;c&&!m._data(c,"submitBubbles")&&(m.event.add(c,"submit._submit",function(a){a._submit_bubble=!0}),m._data(c,"submitBubbles",!0))})},postDispatch:function(a){a._submit_bubble&&(delete a._submit_bubble,this.parentNode&&!a.isTrigger&&m.event.simulate("submit",this.parentNode,a,!0))},teardown:function(){return m.nodeName(this,"form")?!1:void m.event.remove(this,"._submit")}}),k.changeBubbles||(m.event.special.change={setup:function(){return X.test(this.nodeName)?(("checkbox"===this.type||"radio"===this.type)&&(m.event.add(this,"propertychange._change",function(a){"checked"===a.originalEvent.propertyName&&(this._just_changed=!0)}),m.event.add(this,"click._change",function(a){this._just_changed&&!a.isTrigger&&(this._just_changed=!1),m.event.simulate("change",this,a,!0)})),!1):void m.event.add(this,"beforeactivate._change",function(a){var b=a.target;X.test(b.nodeName)&&!m._data(b,"changeBubbles")&&(m.event.add(b,"change._change",function(a){!this.parentNode||a.isSimulated||a.isTrigger||m.event.simulate("change",this.parentNode,a,!0)}),m._data(b,"changeBubbles",!0))})},handle:function(a){var b=a.target;return this!==b||a.isSimulated||a.isTrigger||"radio"!==b.type&&"checkbox"!==b.type?a.handleObj.handler.apply(this,arguments):void 0},teardown:function(){return m.event.remove(this,"._change"),!X.test(this.nodeName)}}),k.focusinBubbles||m.each({focus:"focusin",blur:"focusout"},function(a,b){var c=function(a){m.event.simulate(b,a.target,m.event.fix(a),!0)};m.event.special[b]={setup:function(){var d=this.ownerDocument||this,e=m._data(d,b);e||d.addEventListener(a,c,!0),m._data(d,b,(e||0)+1)},teardown:function(){var d=this.ownerDocument||this,e=m._data(d,b)-1;e?m._data(d,b,e):(d.removeEventListener(a,c,!0),m._removeData(d,b))}}}),m.fn.extend({on:function(a,b,c,d,e){var f,g;if("object"==typeof a){"string"!=typeof b&&(c=c||b,b=void 0);for(f in a)this.on(f,b,c,a[f],e);return this}if(null==c&&null==d?(d=b,c=b=void 0):null==d&&("string"==typeof b?(d=c,c=void 0):(d=c,c=b,b=void 0)),d===!1)d=ba;else if(!d)return this;return 1===e&&(g=d,d=function(a){return m().off(a),g.apply(this,arguments)},d.guid=g.guid||(g.guid=m.guid++)),this.each(function(){m.event.add(this,a,d,c,b)})},one:function(a,b,c,d){return this.on(a,b,c,d,1)},off:function(a,b,c){var d,e;if(a&&a.preventDefault&&a.handleObj)return d=a.handleObj,m(a.delegateTarget).off(d.namespace?d.origType+"."+d.namespace:d.origType,d.selector,d.handler),this;if("object"==typeof a){for(e in a)this.off(e,b,a[e]);return this}return(b===!1||"function"==typeof b)&&(c=b,b=void 0),c===!1&&(c=ba),this.each(function(){m.event.remove(this,a,c,b)})},trigger:function(a,b){return this.each(function(){m.event.trigger(a,b,this)})},triggerHandler:function(a,b){var c=this[0];return c?m.event.trigger(a,b,c,!0):void 0}});function da(a){var b=ea.split("|"),c=a.createDocumentFragment();if(c.createElement)while(b.length)c.createElement(b.pop());return c}var ea="abbr|article|aside|audio|bdi|canvas|data|datalist|details|figcaption|figure|footer|header|hgroup|mark|meter|nav|output|progress|section|summary|time|video",fa=/ jQuery\d+="(?:null|\d+)"/g,ga=new RegExp("<(?:"+ea+")[\\s/>]","i"),ha=/^\s+/,ia=/<(?!area|br|col|embed|hr|img|input|link|meta|param)(([\w:]+)[^>]*)\/>/gi,ja=/<([\w:]+)/,ka=/<tbody/i,la=/<|&#?\w+;/,ma=/<(?:script|style|link)/i,na=/checked\s*(?:[^=]|=\s*.checked.)/i,oa=/^$|\/(?:java|ecma)script/i,pa=/^true\/(.*)/,qa=/^\s*<!(?:\[CDATA\[|--)|(?:\]\]|--)>\s*$/g,ra={option:[1,"<select multiple='multiple'>","</select>"],legend:[1,"<fieldset>","</fieldset>"],area:[1,"<map>","</map>"],param:[1,"<object>","</object>"],thead:[1,"<table>","</table>"],tr:[2,"<table><tbody>","</tbody></table>"],col:[2,"<table><tbody></tbody><colgroup>","</colgroup></table>"],td:[3,"<table><tbody><tr>","</tr></tbody></table>"],_default:k.htmlSerialize?[0,"",""]:[1,"X<div>","</div>"]},sa=da(y),ta=sa.appendChild(y.createElement("div"));ra.optgroup=ra.option,ra.tbody=ra.tfoot=ra.colgroup=ra.caption=ra.thead,ra.th=ra.td;function ua(a,b){var c,d,e=0,f=typeof a.getElementsByTagName!==K?a.getElementsByTagName(b||"*"):typeof a.querySelectorAll!==K?a.querySelectorAll(b||"*"):void 0;if(!f)for(f=[],c=a.childNodes||a;null!=(d=c[e]);e++)!b||m.nodeName(d,b)?f.push(d):m.merge(f,ua(d,b));return void 0===b||b&&m.nodeName(a,b)?m.merge([a],f):f}function va(a){W.test(a.type)&&(a.defaultChecked=a.checked)}function wa(a,b){return m.nodeName(a,"table")&&m.nodeName(11!==b.nodeType?b:b.firstChild,"tr")?a.getElementsByTagName("tbody")[0]||a.appendChild(a.ownerDocument.createElement("tbody")):a}function xa(a){return a.type=(null!==m.find.attr(a,"type"))+"/"+a.type,a}function ya(a){var b=pa.exec(a.type);return b?a.type=b[1]:a.removeAttribute("type"),a}function za(a,b){for(var c,d=0;null!=(c=a[d]);d++)m._data(c,"globalEval",!b||m._data(b[d],"globalEval"))}function Aa(a,b){if(1===b.nodeType&&m.hasData(a)){var c,d,e,f=m._data(a),g=m._data(b,f),h=f.events;if(h){delete g.handle,g.events={};for(c in h)for(d=0,e=h[c].length;e>d;d++)m.event.add(b,c,h[c][d])}g.data&&(g.data=m.extend({},g.data))}}function Ba(a,b){var c,d,e;if(1===b.nodeType){if(c=b.nodeName.toLowerCase(),!k.noCloneEvent&&b[m.expando]){e=m._data(b);for(d in e.events)m.removeEvent(b,d,e.handle);b.removeAttribute(m.expando)}"script"===c&&b.text!==a.text?(xa(b).text=a.text,ya(b)):"object"===c?(b.parentNode&&(b.outerHTML=a.outerHTML),k.html5Clone&&a.innerHTML&&!m.trim(b.innerHTML)&&(b.innerHTML=a.innerHTML)):"input"===c&&W.test(a.type)?(b.defaultChecked=b.checked=a.checked,b.value!==a.value&&(b.value=a.value)):"option"===c?b.defaultSelected=b.selected=a.defaultSelected:("input"===c||"textarea"===c)&&(b.defaultValue=a.defaultValue)}}m.extend({clone:function(a,b,c){var d,e,f,g,h,i=m.contains(a.ownerDocument,a);if(k.html5Clone||m.isXMLDoc(a)||!ga.test("<"+a.nodeName+">")?f=a.cloneNode(!0):(ta.innerHTML=a.outerHTML,ta.removeChild(f=ta.firstChild)),!(k.noCloneEvent&&k.noCloneChecked||1!==a.nodeType&&11!==a.nodeType||m.isXMLDoc(a)))for(d=ua(f),h=ua(a),g=0;null!=(e=h[g]);++g)d[g]&&Ba(e,d[g]);if(b)if(c)for(h=h||ua(a),d=d||ua(f),g=0;null!=(e=h[g]);g++)Aa(e,d[g]);else Aa(a,f);return d=ua(f,"script"),d.length>0&&za(d,!i&&ua(a,"script")),d=h=e=null,f},buildFragment:function(a,b,c,d){for(var e,f,g,h,i,j,l,n=a.length,o=da(b),p=[],q=0;n>q;q++)if(f=a[q],f||0===f)if("object"===m.type(f))m.merge(p,f.nodeType?[f]:f);else if(la.test(f)){h=h||o.appendChild(b.createElement("div")),i=(ja.exec(f)||["",""])[1].toLowerCase(),l=ra[i]||ra._default,h.innerHTML=l[1]+f.replace(ia,"<$1></$2>")+l[2],e=l[0];while(e--)h=h.lastChild;if(!k.leadingWhitespace&&ha.test(f)&&p.push(b.createTextNode(ha.exec(f)[0])),!k.tbody){f="table"!==i||ka.test(f)?"<table>"!==l[1]||ka.test(f)?0:h:h.firstChild,e=f&&f.childNodes.length;while(e--)m.nodeName(j=f.childNodes[e],"tbody")&&!j.childNodes.length&&f.removeChild(j)}m.merge(p,h.childNodes),h.textContent="";while(h.firstChild)h.removeChild(h.firstChild);h=o.lastChild}else p.push(b.createTextNode(f));h&&o.removeChild(h),k.appendChecked||m.grep(ua(p,"input"),va),q=0;while(f=p[q++])if((!d||-1===m.inArray(f,d))&&(g=m.contains(f.ownerDocument,f),h=ua(o.appendChild(f),"script"),g&&za(h),c)){e=0;while(f=h[e++])oa.test(f.type||"")&&c.push(f)}return h=null,o},cleanData:function(a,b){for(var d,e,f,g,h=0,i=m.expando,j=m.cache,l=k.deleteExpando,n=m.event.special;null!=(d=a[h]);h++)if((b||m.acceptData(d))&&(f=d[i],g=f&&j[f])){if(g.events)for(e in g.events)n[e]?m.event.remove(d,e):m.removeEvent(d,e,g.handle);j[f]&&(delete j[f],l?delete d[i]:typeof d.removeAttribute!==K?d.removeAttribute(i):d[i]=null,c.push(f))}}}),m.fn.extend({text:function(a){return V(this,function(a){return void 0===a?m.text(this):this.empty().append((this[0]&&this[0].ownerDocument||y).createTextNode(a))},null,a,arguments.length)},append:function(){return this.domManip(arguments,function(a){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var b=wa(this,a);b.appendChild(a)}})},prepend:function(){return this.domManip(arguments,function(a){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var b=wa(this,a);b.insertBefore(a,b.firstChild)}})},before:function(){return this.domManip(arguments,function(a){this.parentNode&&this.parentNode.insertBefore(a,this)})},after:function(){return this.domManip(arguments,function(a){this.parentNode&&this.parentNode.insertBefore(a,this.nextSibling)})},remove:function(a,b){for(var c,d=a?m.filter(a,this):this,e=0;null!=(c=d[e]);e++)b||1!==c.nodeType||m.cleanData(ua(c)),c.parentNode&&(b&&m.contains(c.ownerDocument,c)&&za(ua(c,"script")),c.parentNode.removeChild(c));return this},empty:function(){for(var a,b=0;null!=(a=this[b]);b++){1===a.nodeType&&m.cleanData(ua(a,!1));while(a.firstChild)a.removeChild(a.firstChild);a.options&&m.nodeName(a,"select")&&(a.options.length=0)}return this},clone:function(a,b){return a=null==a?!1:a,b=null==b?a:b,this.map(function(){return m.clone(this,a,b)})},html:function(a){return V(this,function(a){var b=this[0]||{},c=0,d=this.length;if(void 0===a)return 1===b.nodeType?b.innerHTML.replace(fa,""):void 0;if(!("string"!=typeof a||ma.test(a)||!k.htmlSerialize&&ga.test(a)||!k.leadingWhitespace&&ha.test(a)||ra[(ja.exec(a)||["",""])[1].toLowerCase()])){a=a.replace(ia,"<$1></$2>");try{for(;d>c;c++)b=this[c]||{},1===b.nodeType&&(m.cleanData(ua(b,!1)),b.innerHTML=a);b=0}catch(e){}}b&&this.empty().append(a)},null,a,arguments.length)},replaceWith:function(){var a=arguments[0];return this.domManip(arguments,function(b){a=this.parentNode,m.cleanData(ua(this)),a&&a.replaceChild(b,this)}),a&&(a.length||a.nodeType)?this:this.remove()},detach:function(a){return this.remove(a,!0)},domManip:function(a,b){a=e.apply([],a);var c,d,f,g,h,i,j=0,l=this.length,n=this,o=l-1,p=a[0],q=m.isFunction(p);if(q||l>1&&"string"==typeof p&&!k.checkClone&&na.test(p))return this.each(function(c){var d=n.eq(c);q&&(a[0]=p.call(this,c,d.html())),d.domManip(a,b)});if(l&&(i=m.buildFragment(a,this[0].ownerDocument,!1,this),c=i.firstChild,1===i.childNodes.length&&(i=c),c)){for(g=m.map(ua(i,"script"),xa),f=g.length;l>j;j++)d=i,j!==o&&(d=m.clone(d,!0,!0),f&&m.merge(g,ua(d,"script"))),b.call(this[j],d,j);if(f)for(h=g[g.length-1].ownerDocument,m.map(g,ya),j=0;f>j;j++)d=g[j],oa.test(d.type||"")&&!m._data(d,"globalEval")&&m.contains(h,d)&&(d.src?m._evalUrl&&m._evalUrl(d.src):m.globalEval((d.text||d.textContent||d.innerHTML||"").replace(qa,"")));i=c=null}return this}}),m.each({appendTo:"append",prependTo:"prepend",insertBefore:"before",insertAfter:"after",replaceAll:"replaceWith"},function(a,b){m.fn[a]=function(a){for(var c,d=0,e=[],g=m(a),h=g.length-1;h>=d;d++)c=d===h?this:this.clone(!0),m(g[d])[b](c),f.apply(e,c.get());return this.pushStack(e)}});var Ca,Da={};function Ea(b,c){var d,e=m(c.createElement(b)).appendTo(c.body),f=a.getDefaultComputedStyle&&(d=a.getDefaultComputedStyle(e[0]))?d.display:m.css(e[0],"display");return e.detach(),f}function Fa(a){var b=y,c=Da[a];return c||(c=Ea(a,b),"none"!==c&&c||(Ca=(Ca||m("<iframe frameborder='0' width='0' height='0'/>")).appendTo(b.documentElement),b=(Ca[0].contentWindow||Ca[0].contentDocument).document,b.write(),b.close(),c=Ea(a,b),Ca.detach()),Da[a]=c),c}!function(){var a;k.shrinkWrapBlocks=function(){if(null!=a)return a;a=!1;var b,c,d;return c=y.getElementsByTagName("body")[0],c&&c.style?(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),typeof b.style.zoom!==K&&(b.style.cssText="-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;display:block;margin:0;border:0;padding:1px;width:1px;zoom:1",b.appendChild(y.createElement("div")).style.width="5px",a=3!==b.offsetWidth),c.removeChild(d),a):void 0}}();var Ga=/^margin/,Ha=new RegExp("^("+S+")(?!px)[a-z%]+$","i"),Ia,Ja,Ka=/^(top|right|bottom|left)$/;a.getComputedStyle?(Ia=function(b){return b.ownerDocument.defaultView.opener?b.ownerDocument.defaultView.getComputedStyle(b,null):a.getComputedStyle(b,null)},Ja=function(a,b,c){var d,e,f,g,h=a.style;return c=c||Ia(a),g=c?c.getPropertyValue(b)||c[b]:void 0,c&&(""!==g||m.contains(a.ownerDocument,a)||(g=m.style(a,b)),Ha.test(g)&&Ga.test(b)&&(d=h.width,e=h.minWidth,f=h.maxWidth,h.minWidth=h.maxWidth=h.width=g,g=c.width,h.width=d,h.minWidth=e,h.maxWidth=f)),void 0===g?g:g+""}):y.documentElement.currentStyle&&(Ia=function(a){return a.currentStyle},Ja=function(a,b,c){var d,e,f,g,h=a.style;return c=c||Ia(a),g=c?c[b]:void 0,null==g&&h&&h[b]&&(g=h[b]),Ha.test(g)&&!Ka.test(b)&&(d=h.left,e=a.runtimeStyle,f=e&&e.left,f&&(e.left=a.currentStyle.left),h.left="fontSize"===b?"1em":g,g=h.pixelLeft+"px",h.left=d,f&&(e.left=f)),void 0===g?g:g+""||"auto"});function La(a,b){return{get:function(){var c=a();if(null!=c)return c?void delete this.get:(this.get=b).apply(this,arguments)}}}!function(){var b,c,d,e,f,g,h;if(b=y.createElement("div"),b.innerHTML="  <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",d=b.getElementsByTagName("a")[0],c=d&&d.style){c.cssText="float:left;opacity:.5",k.opacity="0.5"===c.opacity,k.cssFloat=!!c.cssFloat,b.style.backgroundClip="content-box",b.cloneNode(!0).style.backgroundClip="",k.clearCloneStyle="content-box"===b.style.backgroundClip,k.boxSizing=""===c.boxSizing||""===c.MozBoxSizing||""===c.WebkitBoxSizing,m.extend(k,{reliableHiddenOffsets:function(){return null==g&&i(),g},boxSizingReliable:function(){return null==f&&i(),f},pixelPosition:function(){return null==e&&i(),e},reliableMarginRight:function(){return null==h&&i(),h}});function i(){var b,c,d,i;c=y.getElementsByTagName("body")[0],c&&c.style&&(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),b.style.cssText="-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box;display:block;margin-top:1%;top:1%;border:1px;padding:1px;width:4px;position:absolute",e=f=!1,h=!0,a.getComputedStyle&&(e="1%"!==(a.getComputedStyle(b,null)||{}).top,f="4px"===(a.getComputedStyle(b,null)||{width:"4px"}).width,i=b.appendChild(y.createElement("div")),i.style.cssText=b.style.cssText="-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;display:block;margin:0;border:0;padding:0",i.style.marginRight=i.style.width="0",b.style.width="1px",h=!parseFloat((a.getComputedStyle(i,null)||{}).marginRight),b.removeChild(i)),b.innerHTML="<table><tr><td></td><td>t</td></tr></table>",i=b.getElementsByTagName("td"),i[0].style.cssText="margin:0;border:0;padding:0;display:none",g=0===i[0].offsetHeight,g&&(i[0].style.display="",i[1].style.display="none",g=0===i[0].offsetHeight),c.removeChild(d))}}}(),m.swap=function(a,b,c,d){var e,f,g={};for(f in b)g[f]=a.style[f],a.style[f]=b[f];e=c.apply(a,d||[]);for(f in b)a.style[f]=g[f];return e};var Ma=/alpha\([^)]*\)/i,Na=/opacity\s*=\s*([^)]*)/,Oa=/^(none|table(?!-c[ea]).+)/,Pa=new RegExp("^("+S+")(.*)$","i"),Qa=new RegExp("^([+-])=("+S+")","i"),Ra={position:"absolute",visibility:"hidden",display:"block"},Sa={letterSpacing:"0",fontWeight:"400"},Ta=["Webkit","O","Moz","ms"];function Ua(a,b){if(b in a)return b;var c=b.charAt(0).toUpperCase()+b.slice(1),d=b,e=Ta.length;while(e--)if(b=Ta[e]+c,b in a)return b;return d}function Va(a,b){for(var c,d,e,f=[],g=0,h=a.length;h>g;g++)d=a[g],d.style&&(f[g]=m._data(d,"olddisplay"),c=d.style.display,b?(f[g]||"none"!==c||(d.style.display=""),""===d.style.display&&U(d)&&(f[g]=m._data(d,"olddisplay",Fa(d.nodeName)))):(e=U(d),(c&&"none"!==c||!e)&&m._data(d,"olddisplay",e?c:m.css(d,"display"))));for(g=0;h>g;g++)d=a[g],d.style&&(b&&"none"!==d.style.display&&""!==d.style.display||(d.style.display=b?f[g]||"":"none"));return a}function Wa(a,b,c){var d=Pa.exec(b);return d?Math.max(0,d[1]-(c||0))+(d[2]||"px"):b}function Xa(a,b,c,d,e){for(var f=c===(d?"border":"content")?4:"width"===b?1:0,g=0;4>f;f+=2)"margin"===c&&(g+=m.css(a,c+T[f],!0,e)),d?("content"===c&&(g-=m.css(a,"padding"+T[f],!0,e)),"margin"!==c&&(g-=m.css(a,"border"+T[f]+"Width",!0,e))):(g+=m.css(a,"padding"+T[f],!0,e),"padding"!==c&&(g+=m.css(a,"border"+T[f]+"Width",!0,e)));return g}function Ya(a,b,c){var d=!0,e="width"===b?a.offsetWidth:a.offsetHeight,f=Ia(a),g=k.boxSizing&&"border-box"===m.css(a,"boxSizing",!1,f);if(0>=e||null==e){if(e=Ja(a,b,f),(0>e||null==e)&&(e=a.style[b]),Ha.test(e))return e;d=g&&(k.boxSizingReliable()||e===a.style[b]),e=parseFloat(e)||0}return e+Xa(a,b,c||(g?"border":"content"),d,f)+"px"}m.extend({cssHooks:{opacity:{get:function(a,b){if(b){var c=Ja(a,"opacity");return""===c?"1":c}}}},cssNumber:{columnCount:!0,fillOpacity:!0,flexGrow:!0,flexShrink:!0,fontWeight:!0,lineHeight:!0,opacity:!0,order:!0,orphans:!0,widows:!0,zIndex:!0,zoom:!0},cssProps:{"float":k.cssFloat?"cssFloat":"styleFloat"},style:function(a,b,c,d){if(a&&3!==a.nodeType&&8!==a.nodeType&&a.style){var e,f,g,h=m.camelCase(b),i=a.style;if(b=m.cssProps[h]||(m.cssProps[h]=Ua(i,h)),g=m.cssHooks[b]||m.cssHooks[h],void 0===c)return g&&"get"in g&&void 0!==(e=g.get(a,!1,d))?e:i[b];if(f=typeof c,"string"===f&&(e=Qa.exec(c))&&(c=(e[1]+1)*e[2]+parseFloat(m.css(a,b)),f="number"),null!=c&&c===c&&("number"!==f||m.cssNumber[h]||(c+="px"),k.clearCloneStyle||""!==c||0!==b.indexOf("background")||(i[b]="inherit"),!(g&&"set"in g&&void 0===(c=g.set(a,c,d)))))try{i[b]=c}catch(j){}}},css:function(a,b,c,d){var e,f,g,h=m.camelCase(b);return b=m.cssProps[h]||(m.cssProps[h]=Ua(a.style,h)),g=m.cssHooks[b]||m.cssHooks[h],g&&"get"in g&&(f=g.get(a,!0,c)),void 0===f&&(f=Ja(a,b,d)),"normal"===f&&b in Sa&&(f=Sa[b]),""===c||c?(e=parseFloat(f),c===!0||m.isNumeric(e)?e||0:f):f}}),m.each(["height","width"],function(a,b){m.cssHooks[b]={get:function(a,c,d){return c?Oa.test(m.css(a,"display"))&&0===a.offsetWidth?m.swap(a,Ra,function(){return Ya(a,b,d)}):Ya(a,b,d):void 0},set:function(a,c,d){var e=d&&Ia(a);return Wa(a,c,d?Xa(a,b,d,k.boxSizing&&"border-box"===m.css(a,"boxSizing",!1,e),e):0)}}}),k.opacity||(m.cssHooks.opacity={get:function(a,b){return Na.test((b&&a.currentStyle?a.currentStyle.filter:a.style.filter)||"")?.01*parseFloat(RegExp.$1)+"":b?"1":""},set:function(a,b){var c=a.style,d=a.currentStyle,e=m.isNumeric(b)?"alpha(opacity="+100*b+")":"",f=d&&d.filter||c.filter||"";c.zoom=1,(b>=1||""===b)&&""===m.trim(f.replace(Ma,""))&&c.removeAttribute&&(c.removeAttribute("filter"),""===b||d&&!d.filter)||(c.filter=Ma.test(f)?f.replace(Ma,e):f+" "+e)}}),m.cssHooks.marginRight=La(k.reliableMarginRight,function(a,b){return b?m.swap(a,{display:"inline-block"},Ja,[a,"marginRight"]):void 0}),m.each({margin:"",padding:"",border:"Width"},function(a,b){m.cssHooks[a+b]={expand:function(c){for(var d=0,e={},f="string"==typeof c?c.split(" "):[c];4>d;d++)e[a+T[d]+b]=f[d]||f[d-2]||f[0];return e}},Ga.test(a)||(m.cssHooks[a+b].set=Wa)}),m.fn.extend({css:function(a,b){return V(this,function(a,b,c){var d,e,f={},g=0;if(m.isArray(b)){for(d=Ia(a),e=b.length;e>g;g++)f[b[g]]=m.css(a,b[g],!1,d);return f}return void 0!==c?m.style(a,b,c):m.css(a,b)},a,b,arguments.length>1)},show:function(){return Va(this,!0)},hide:function(){return Va(this)},toggle:function(a){return"boolean"==typeof a?a?this.show():this.hide():this.each(function(){U(this)?m(this).show():m(this).hide()})}});function Za(a,b,c,d,e){
return new Za.prototype.init(a,b,c,d,e)}m.Tween=Za,Za.prototype={constructor:Za,init:function(a,b,c,d,e,f){this.elem=a,this.prop=c,this.easing=e||"swing",this.options=b,this.start=this.now=this.cur(),this.end=d,this.unit=f||(m.cssNumber[c]?"":"px")},cur:function(){var a=Za.propHooks[this.prop];return a&&a.get?a.get(this):Za.propHooks._default.get(this)},run:function(a){var b,c=Za.propHooks[this.prop];return this.options.duration?this.pos=b=m.easing[this.easing](a,this.options.duration*a,0,1,this.options.duration):this.pos=b=a,this.now=(this.end-this.start)*b+this.start,this.options.step&&this.options.step.call(this.elem,this.now,this),c&&c.set?c.set(this):Za.propHooks._default.set(this),this}},Za.prototype.init.prototype=Za.prototype,Za.propHooks={_default:{get:function(a){var b;return null==a.elem[a.prop]||a.elem.style&&null!=a.elem.style[a.prop]?(b=m.css(a.elem,a.prop,""),b&&"auto"!==b?b:0):a.elem[a.prop]},set:function(a){m.fx.step[a.prop]?m.fx.step[a.prop](a):a.elem.style&&(null!=a.elem.style[m.cssProps[a.prop]]||m.cssHooks[a.prop])?m.style(a.elem,a.prop,a.now+a.unit):a.elem[a.prop]=a.now}}},Za.propHooks.scrollTop=Za.propHooks.scrollLeft={set:function(a){a.elem.nodeType&&a.elem.parentNode&&(a.elem[a.prop]=a.now)}},m.easing={linear:function(a){return a},swing:function(a){return.5-Math.cos(a*Math.PI)/2}},m.fx=Za.prototype.init,m.fx.step={};var $a,_a,ab=/^(?:toggle|show|hide)$/,bb=new RegExp("^(?:([+-])=|)("+S+")([a-z%]*)$","i"),cb=/queueHooks$/,db=[ib],eb={"*":[function(a,b){var c=this.createTween(a,b),d=c.cur(),e=bb.exec(b),f=e&&e[3]||(m.cssNumber[a]?"":"px"),g=(m.cssNumber[a]||"px"!==f&&+d)&&bb.exec(m.css(c.elem,a)),h=1,i=20;if(g&&g[3]!==f){f=f||g[3],e=e||[],g=+d||1;do h=h||".5",g/=h,m.style(c.elem,a,g+f);while(h!==(h=c.cur()/d)&&1!==h&&--i)}return e&&(g=c.start=+g||+d||0,c.unit=f,c.end=e[1]?g+(e[1]+1)*e[2]:+e[2]),c}]};function fb(){return setTimeout(function(){$a=void 0}),$a=m.now()}function gb(a,b){var c,d={height:a},e=0;for(b=b?1:0;4>e;e+=2-b)c=T[e],d["margin"+c]=d["padding"+c]=a;return b&&(d.opacity=d.width=a),d}function hb(a,b,c){for(var d,e=(eb[b]||[]).concat(eb["*"]),f=0,g=e.length;g>f;f++)if(d=e[f].call(c,b,a))return d}function ib(a,b,c){var d,e,f,g,h,i,j,l,n=this,o={},p=a.style,q=a.nodeType&&U(a),r=m._data(a,"fxshow");c.queue||(h=m._queueHooks(a,"fx"),null==h.unqueued&&(h.unqueued=0,i=h.empty.fire,h.empty.fire=function(){h.unqueued||i()}),h.unqueued++,n.always(function(){n.always(function(){h.unqueued--,m.queue(a,"fx").length||h.empty.fire()})})),1===a.nodeType&&("height"in b||"width"in b)&&(c.overflow=[p.overflow,p.overflowX,p.overflowY],j=m.css(a,"display"),l="none"===j?m._data(a,"olddisplay")||Fa(a.nodeName):j,"inline"===l&&"none"===m.css(a,"float")&&(k.inlineBlockNeedsLayout&&"inline"!==Fa(a.nodeName)?p.zoom=1:p.display="inline-block")),c.overflow&&(p.overflow="hidden",k.shrinkWrapBlocks()||n.always(function(){p.overflow=c.overflow[0],p.overflowX=c.overflow[1],p.overflowY=c.overflow[2]}));for(d in b)if(e=b[d],ab.exec(e)){if(delete b[d],f=f||"toggle"===e,e===(q?"hide":"show")){if("show"!==e||!r||void 0===r[d])continue;q=!0}o[d]=r&&r[d]||m.style(a,d)}else j=void 0;if(m.isEmptyObject(o))"inline"===("none"===j?Fa(a.nodeName):j)&&(p.display=j);else{r?"hidden"in r&&(q=r.hidden):r=m._data(a,"fxshow",{}),f&&(r.hidden=!q),q?m(a).show():n.done(function(){m(a).hide()}),n.done(function(){var b;m._removeData(a,"fxshow");for(b in o)m.style(a,b,o[b])});for(d in o)g=hb(q?r[d]:0,d,n),d in r||(r[d]=g.start,q&&(g.end=g.start,g.start="width"===d||"height"===d?1:0))}}function jb(a,b){var c,d,e,f,g;for(c in a)if(d=m.camelCase(c),e=b[d],f=a[c],m.isArray(f)&&(e=f[1],f=a[c]=f[0]),c!==d&&(a[d]=f,delete a[c]),g=m.cssHooks[d],g&&"expand"in g){f=g.expand(f),delete a[d];for(c in f)c in a||(a[c]=f[c],b[c]=e)}else b[d]=e}function kb(a,b,c){var d,e,f=0,g=db.length,h=m.Deferred().always(function(){delete i.elem}),i=function(){if(e)return!1;for(var b=$a||fb(),c=Math.max(0,j.startTime+j.duration-b),d=c/j.duration||0,f=1-d,g=0,i=j.tweens.length;i>g;g++)j.tweens[g].run(f);return h.notifyWith(a,[j,f,c]),1>f&&i?c:(h.resolveWith(a,[j]),!1)},j=h.promise({elem:a,props:m.extend({},b),opts:m.extend(!0,{specialEasing:{}},c),originalProperties:b,originalOptions:c,startTime:$a||fb(),duration:c.duration,tweens:[],createTween:function(b,c){var d=m.Tween(a,j.opts,b,c,j.opts.specialEasing[b]||j.opts.easing);return j.tweens.push(d),d},stop:function(b){var c=0,d=b?j.tweens.length:0;if(e)return this;for(e=!0;d>c;c++)j.tweens[c].run(1);return b?h.resolveWith(a,[j,b]):h.rejectWith(a,[j,b]),this}}),k=j.props;for(jb(k,j.opts.specialEasing);g>f;f++)if(d=db[f].call(j,a,k,j.opts))return d;return m.map(k,hb,j),m.isFunction(j.opts.start)&&j.opts.start.call(a,j),m.fx.timer(m.extend(i,{elem:a,anim:j,queue:j.opts.queue})),j.progress(j.opts.progress).done(j.opts.done,j.opts.complete).fail(j.opts.fail).always(j.opts.always)}m.Animation=m.extend(kb,{tweener:function(a,b){m.isFunction(a)?(b=a,a=["*"]):a=a.split(" ");for(var c,d=0,e=a.length;e>d;d++)c=a[d],eb[c]=eb[c]||[],eb[c].unshift(b)},prefilter:function(a,b){b?db.unshift(a):db.push(a)}}),m.speed=function(a,b,c){var d=a&&"object"==typeof a?m.extend({},a):{complete:c||!c&&b||m.isFunction(a)&&a,duration:a,easing:c&&b||b&&!m.isFunction(b)&&b};return d.duration=m.fx.off?0:"number"==typeof d.duration?d.duration:d.duration in m.fx.speeds?m.fx.speeds[d.duration]:m.fx.speeds._default,(null==d.queue||d.queue===!0)&&(d.queue="fx"),d.old=d.complete,d.complete=function(){m.isFunction(d.old)&&d.old.call(this),d.queue&&m.dequeue(this,d.queue)},d},m.fn.extend({fadeTo:function(a,b,c,d){return this.filter(U).css("opacity",0).show().end().animate({opacity:b},a,c,d)},animate:function(a,b,c,d){var e=m.isEmptyObject(a),f=m.speed(b,c,d),g=function(){var b=kb(this,m.extend({},a),f);(e||m._data(this,"finish"))&&b.stop(!0)};return g.finish=g,e||f.queue===!1?this.each(g):this.queue(f.queue,g)},stop:function(a,b,c){var d=function(a){var b=a.stop;delete a.stop,b(c)};return"string"!=typeof a&&(c=b,b=a,a=void 0),b&&a!==!1&&this.queue(a||"fx",[]),this.each(function(){var b=!0,e=null!=a&&a+"queueHooks",f=m.timers,g=m._data(this);if(e)g[e]&&g[e].stop&&d(g[e]);else for(e in g)g[e]&&g[e].stop&&cb.test(e)&&d(g[e]);for(e=f.length;e--;)f[e].elem!==this||null!=a&&f[e].queue!==a||(f[e].anim.stop(c),b=!1,f.splice(e,1));(b||!c)&&m.dequeue(this,a)})},finish:function(a){return a!==!1&&(a=a||"fx"),this.each(function(){var b,c=m._data(this),d=c[a+"queue"],e=c[a+"queueHooks"],f=m.timers,g=d?d.length:0;for(c.finish=!0,m.queue(this,a,[]),e&&e.stop&&e.stop.call(this,!0),b=f.length;b--;)f[b].elem===this&&f[b].queue===a&&(f[b].anim.stop(!0),f.splice(b,1));for(b=0;g>b;b++)d[b]&&d[b].finish&&d[b].finish.call(this);delete c.finish})}}),m.each(["toggle","show","hide"],function(a,b){var c=m.fn[b];m.fn[b]=function(a,d,e){return null==a||"boolean"==typeof a?c.apply(this,arguments):this.animate(gb(b,!0),a,d,e)}}),m.each({slideDown:gb("show"),slideUp:gb("hide"),slideToggle:gb("toggle"),fadeIn:{opacity:"show"},fadeOut:{opacity:"hide"},fadeToggle:{opacity:"toggle"}},function(a,b){m.fn[a]=function(a,c,d){return this.animate(b,a,c,d)}}),m.timers=[],m.fx.tick=function(){var a,b=m.timers,c=0;for($a=m.now();c<b.length;c++)a=b[c],a()||b[c]!==a||b.splice(c--,1);b.length||m.fx.stop(),$a=void 0},m.fx.timer=function(a){m.timers.push(a),a()?m.fx.start():m.timers.pop()},m.fx.interval=13,m.fx.start=function(){_a||(_a=setInterval(m.fx.tick,m.fx.interval))},m.fx.stop=function(){clearInterval(_a),_a=null},m.fx.speeds={slow:600,fast:200,_default:400},m.fn.delay=function(a,b){return a=m.fx?m.fx.speeds[a]||a:a,b=b||"fx",this.queue(b,function(b,c){var d=setTimeout(b,a);c.stop=function(){clearTimeout(d)}})},function(){var a,b,c,d,e;b=y.createElement("div"),b.setAttribute("className","t"),b.innerHTML="  <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",d=b.getElementsByTagName("a")[0],c=y.createElement("select"),e=c.appendChild(y.createElement("option")),a=b.getElementsByTagName("input")[0],d.style.cssText="top:1px",k.getSetAttribute="t"!==b.className,k.style=/top/.test(d.getAttribute("style")),k.hrefNormalized="/a"===d.getAttribute("href"),k.checkOn=!!a.value,k.optSelected=e.selected,k.enctype=!!y.createElement("form").enctype,c.disabled=!0,k.optDisabled=!e.disabled,a=y.createElement("input"),a.setAttribute("value",""),k.input=""===a.getAttribute("value"),a.value="t",a.setAttribute("type","radio"),k.radioValue="t"===a.value}();var lb=/\r/g;m.fn.extend({val:function(a){var b,c,d,e=this[0];{if(arguments.length)return d=m.isFunction(a),this.each(function(c){var e;1===this.nodeType&&(e=d?a.call(this,c,m(this).val()):a,null==e?e="":"number"==typeof e?e+="":m.isArray(e)&&(e=m.map(e,function(a){return null==a?"":a+""})),b=m.valHooks[this.type]||m.valHooks[this.nodeName.toLowerCase()],b&&"set"in b&&void 0!==b.set(this,e,"value")||(this.value=e))});if(e)return b=m.valHooks[e.type]||m.valHooks[e.nodeName.toLowerCase()],b&&"get"in b&&void 0!==(c=b.get(e,"value"))?c:(c=e.value,"string"==typeof c?c.replace(lb,""):null==c?"":c)}}}),m.extend({valHooks:{option:{get:function(a){var b=m.find.attr(a,"value");return null!=b?b:m.trim(m.text(a))}},select:{get:function(a){for(var b,c,d=a.options,e=a.selectedIndex,f="select-one"===a.type||0>e,g=f?null:[],h=f?e+1:d.length,i=0>e?h:f?e:0;h>i;i++)if(c=d[i],!(!c.selected&&i!==e||(k.optDisabled?c.disabled:null!==c.getAttribute("disabled"))||c.parentNode.disabled&&m.nodeName(c.parentNode,"optgroup"))){if(b=m(c).val(),f)return b;g.push(b)}return g},set:function(a,b){var c,d,e=a.options,f=m.makeArray(b),g=e.length;while(g--)if(d=e[g],m.inArray(m.valHooks.option.get(d),f)>=0)try{d.selected=c=!0}catch(h){d.scrollHeight}else d.selected=!1;return c||(a.selectedIndex=-1),e}}}}),m.each(["radio","checkbox"],function(){m.valHooks[this]={set:function(a,b){return m.isArray(b)?a.checked=m.inArray(m(a).val(),b)>=0:void 0}},k.checkOn||(m.valHooks[this].get=function(a){return null===a.getAttribute("value")?"on":a.value})});var mb,nb,ob=m.expr.attrHandle,pb=/^(?:checked|selected)$/i,qb=k.getSetAttribute,rb=k.input;m.fn.extend({attr:function(a,b){return V(this,m.attr,a,b,arguments.length>1)},removeAttr:function(a){return this.each(function(){m.removeAttr(this,a)})}}),m.extend({attr:function(a,b,c){var d,e,f=a.nodeType;if(a&&3!==f&&8!==f&&2!==f)return typeof a.getAttribute===K?m.prop(a,b,c):(1===f&&m.isXMLDoc(a)||(b=b.toLowerCase(),d=m.attrHooks[b]||(m.expr.match.bool.test(b)?nb:mb)),void 0===c?d&&"get"in d&&null!==(e=d.get(a,b))?e:(e=m.find.attr(a,b),null==e?void 0:e):null!==c?d&&"set"in d&&void 0!==(e=d.set(a,c,b))?e:(a.setAttribute(b,c+""),c):void m.removeAttr(a,b))},removeAttr:function(a,b){var c,d,e=0,f=b&&b.match(E);if(f&&1===a.nodeType)while(c=f[e++])d=m.propFix[c]||c,m.expr.match.bool.test(c)?rb&&qb||!pb.test(c)?a[d]=!1:a[m.camelCase("default-"+c)]=a[d]=!1:m.attr(a,c,""),a.removeAttribute(qb?c:d)},attrHooks:{type:{set:function(a,b){if(!k.radioValue&&"radio"===b&&m.nodeName(a,"input")){var c=a.value;return a.setAttribute("type",b),c&&(a.value=c),b}}}}}),nb={set:function(a,b,c){return b===!1?m.removeAttr(a,c):rb&&qb||!pb.test(c)?a.setAttribute(!qb&&m.propFix[c]||c,c):a[m.camelCase("default-"+c)]=a[c]=!0,c}},m.each(m.expr.match.bool.source.match(/\w+/g),function(a,b){var c=ob[b]||m.find.attr;ob[b]=rb&&qb||!pb.test(b)?function(a,b,d){var e,f;return d||(f=ob[b],ob[b]=e,e=null!=c(a,b,d)?b.toLowerCase():null,ob[b]=f),e}:function(a,b,c){return c?void 0:a[m.camelCase("default-"+b)]?b.toLowerCase():null}}),rb&&qb||(m.attrHooks.value={set:function(a,b,c){return m.nodeName(a,"input")?void(a.defaultValue=b):mb&&mb.set(a,b,c)}}),qb||(mb={set:function(a,b,c){var d=a.getAttributeNode(c);return d||a.setAttributeNode(d=a.ownerDocument.createAttribute(c)),d.value=b+="","value"===c||b===a.getAttribute(c)?b:void 0}},ob.id=ob.name=ob.coords=function(a,b,c){var d;return c?void 0:(d=a.getAttributeNode(b))&&""!==d.value?d.value:null},m.valHooks.button={get:function(a,b){var c=a.getAttributeNode(b);return c&&c.specified?c.value:void 0},set:mb.set},m.attrHooks.contenteditable={set:function(a,b,c){mb.set(a,""===b?!1:b,c)}},m.each(["width","height"],function(a,b){m.attrHooks[b]={set:function(a,c){return""===c?(a.setAttribute(b,"auto"),c):void 0}}})),k.style||(m.attrHooks.style={get:function(a){return a.style.cssText||void 0},set:function(a,b){return a.style.cssText=b+""}});var sb=/^(?:input|select|textarea|button|object)$/i,tb=/^(?:a|area)$/i;m.fn.extend({prop:function(a,b){return V(this,m.prop,a,b,arguments.length>1)},removeProp:function(a){return a=m.propFix[a]||a,this.each(function(){try{this[a]=void 0,delete this[a]}catch(b){}})}}),m.extend({propFix:{"for":"htmlFor","class":"className"},prop:function(a,b,c){var d,e,f,g=a.nodeType;if(a&&3!==g&&8!==g&&2!==g)return f=1!==g||!m.isXMLDoc(a),f&&(b=m.propFix[b]||b,e=m.propHooks[b]),void 0!==c?e&&"set"in e&&void 0!==(d=e.set(a,c,b))?d:a[b]=c:e&&"get"in e&&null!==(d=e.get(a,b))?d:a[b]},propHooks:{tabIndex:{get:function(a){var b=m.find.attr(a,"tabindex");return b?parseInt(b,10):sb.test(a.nodeName)||tb.test(a.nodeName)&&a.href?0:-1}}}}),k.hrefNormalized||m.each(["href","src"],function(a,b){m.propHooks[b]={get:function(a){return a.getAttribute(b,4)}}}),k.optSelected||(m.propHooks.selected={get:function(a){var b=a.parentNode;return b&&(b.selectedIndex,b.parentNode&&b.parentNode.selectedIndex),null}}),m.each(["tabIndex","readOnly","maxLength","cellSpacing","cellPadding","rowSpan","colSpan","useMap","frameBorder","contentEditable"],function(){m.propFix[this.toLowerCase()]=this}),k.enctype||(m.propFix.enctype="encoding");var ub=/[\t\r\n\f]/g;m.fn.extend({addClass:function(a){var b,c,d,e,f,g,h=0,i=this.length,j="string"==typeof a&&a;if(m.isFunction(a))return this.each(function(b){m(this).addClass(a.call(this,b,this.className))});if(j)for(b=(a||"").match(E)||[];i>h;h++)if(c=this[h],d=1===c.nodeType&&(c.className?(" "+c.className+" ").replace(ub," "):" ")){f=0;while(e=b[f++])d.indexOf(" "+e+" ")<0&&(d+=e+" ");g=m.trim(d),c.className!==g&&(c.className=g)}return this},removeClass:function(a){var b,c,d,e,f,g,h=0,i=this.length,j=0===arguments.length||"string"==typeof a&&a;if(m.isFunction(a))return this.each(function(b){m(this).removeClass(a.call(this,b,this.className))});if(j)for(b=(a||"").match(E)||[];i>h;h++)if(c=this[h],d=1===c.nodeType&&(c.className?(" "+c.className+" ").replace(ub," "):"")){f=0;while(e=b[f++])while(d.indexOf(" "+e+" ")>=0)d=d.replace(" "+e+" "," ");g=a?m.trim(d):"",c.className!==g&&(c.className=g)}return this},toggleClass:function(a,b){var c=typeof a;return"boolean"==typeof b&&"string"===c?b?this.addClass(a):this.removeClass(a):this.each(m.isFunction(a)?function(c){m(this).toggleClass(a.call(this,c,this.className,b),b)}:function(){if("string"===c){var b,d=0,e=m(this),f=a.match(E)||[];while(b=f[d++])e.hasClass(b)?e.removeClass(b):e.addClass(b)}else(c===K||"boolean"===c)&&(this.className&&m._data(this,"__className__",this.className),this.className=this.className||a===!1?"":m._data(this,"__className__")||"")})},hasClass:function(a){for(var b=" "+a+" ",c=0,d=this.length;d>c;c++)if(1===this[c].nodeType&&(" "+this[c].className+" ").replace(ub," ").indexOf(b)>=0)return!0;return!1}}),m.each("blur focus focusin focusout load resize scroll unload click dblclick mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave change select submit keydown keypress keyup error contextmenu".split(" "),function(a,b){m.fn[b]=function(a,c){return arguments.length>0?this.on(b,null,a,c):this.trigger(b)}}),m.fn.extend({hover:function(a,b){return this.mouseenter(a).mouseleave(b||a)},bind:function(a,b,c){return this.on(a,null,b,c)},unbind:function(a,b){return this.off(a,null,b)},delegate:function(a,b,c,d){return this.on(b,a,c,d)},undelegate:function(a,b,c){return 1===arguments.length?this.off(a,"**"):this.off(b,a||"**",c)}});var vb=m.now(),wb=/\?/,xb=/(,)|(\[|{)|(}|])|"(?:[^"\\\r\n]|\\["\\\/bfnrt]|\\u[\da-fA-F]{4})*"\s*:?|true|false|null|-?(?!0\d)\d+(?:\.\d+|)(?:[eE][+-]?\d+|)/g;m.parseJSON=function(b){if(a.JSON&&a.JSON.parse)return a.JSON.parse(b+"");var c,d=null,e=m.trim(b+"");return e&&!m.trim(e.replace(xb,function(a,b,e,f){return c&&b&&(d=0),0===d?a:(c=e||b,d+=!f-!e,"")}))?Function("return "+e)():m.error("Invalid JSON: "+b)},m.parseXML=function(b){var c,d;if(!b||"string"!=typeof b)return null;try{a.DOMParser?(d=new DOMParser,c=d.parseFromString(b,"text/xml")):(c=new ActiveXObject("Microsoft.XMLDOM"),c.async="false",c.loadXML(b))}catch(e){c=void 0}return c&&c.documentElement&&!c.getElementsByTagName("parsererror").length||m.error("Invalid XML: "+b),c};var yb,zb,Ab=/#.*$/,Bb=/([?&])_=[^&]*/,Cb=/^(.*?):[ \t]*([^\r\n]*)\r?$/gm,Db=/^(?:about|app|app-storage|.+-extension|file|res|widget):$/,Eb=/^(?:GET|HEAD)$/,Fb=/^\/\//,Gb=/^([\w.+-]+:)(?:\/\/(?:[^\/?#]*@|)([^\/?#:]*)(?::(\d+)|)|)/,Hb={},Ib={},Jb="*/".concat("*");try{zb=location.href}catch(Kb){zb=y.createElement("a"),zb.href="",zb=zb.href}yb=Gb.exec(zb.toLowerCase())||[];function Lb(a){return function(b,c){"string"!=typeof b&&(c=b,b="*");var d,e=0,f=b.toLowerCase().match(E)||[];if(m.isFunction(c))while(d=f[e++])"+"===d.charAt(0)?(d=d.slice(1)||"*",(a[d]=a[d]||[]).unshift(c)):(a[d]=a[d]||[]).push(c)}}function Mb(a,b,c,d){var e={},f=a===Ib;function g(h){var i;return e[h]=!0,m.each(a[h]||[],function(a,h){var j=h(b,c,d);return"string"!=typeof j||f||e[j]?f?!(i=j):void 0:(b.dataTypes.unshift(j),g(j),!1)}),i}return g(b.dataTypes[0])||!e["*"]&&g("*")}function Nb(a,b){var c,d,e=m.ajaxSettings.flatOptions||{};for(d in b)void 0!==b[d]&&((e[d]?a:c||(c={}))[d]=b[d]);return c&&m.extend(!0,a,c),a}function Ob(a,b,c){var d,e,f,g,h=a.contents,i=a.dataTypes;while("*"===i[0])i.shift(),void 0===e&&(e=a.mimeType||b.getResponseHeader("Content-Type"));if(e)for(g in h)if(h[g]&&h[g].test(e)){i.unshift(g);break}if(i[0]in c)f=i[0];else{for(g in c){if(!i[0]||a.converters[g+" "+i[0]]){f=g;break}d||(d=g)}f=f||d}return f?(f!==i[0]&&i.unshift(f),c[f]):void 0}function Pb(a,b,c,d){var e,f,g,h,i,j={},k=a.dataTypes.slice();if(k[1])for(g in a.converters)j[g.toLowerCase()]=a.converters[g];f=k.shift();while(f)if(a.responseFields[f]&&(c[a.responseFields[f]]=b),!i&&d&&a.dataFilter&&(b=a.dataFilter(b,a.dataType)),i=f,f=k.shift())if("*"===f)f=i;else if("*"!==i&&i!==f){if(g=j[i+" "+f]||j["* "+f],!g)for(e in j)if(h=e.split(" "),h[1]===f&&(g=j[i+" "+h[0]]||j["* "+h[0]])){g===!0?g=j[e]:j[e]!==!0&&(f=h[0],k.unshift(h[1]));break}if(g!==!0)if(g&&a["throws"])b=g(b);else try{b=g(b)}catch(l){return{state:"parsererror",error:g?l:"No conversion from "+i+" to "+f}}}return{state:"success",data:b}}m.extend({active:0,lastModified:{},etag:{},ajaxSettings:{url:zb,type:"GET",isLocal:Db.test(yb[1]),global:!0,processData:!0,async:!0,contentType:"application/x-www-form-urlencoded; charset=UTF-8",accepts:{"*":Jb,text:"text/plain",html:"text/html",xml:"application/xml, text/xml",json:"application/json, text/javascript"},contents:{xml:/xml/,html:/html/,json:/json/},responseFields:{xml:"responseXML",text:"responseText",json:"responseJSON"},converters:{"* text":String,"text html":!0,"text json":m.parseJSON,"text xml":m.parseXML},flatOptions:{url:!0,context:!0}},ajaxSetup:function(a,b){return b?Nb(Nb(a,m.ajaxSettings),b):Nb(m.ajaxSettings,a)},ajaxPrefilter:Lb(Hb),ajaxTransport:Lb(Ib),ajax:function(a,b){"object"==typeof a&&(b=a,a=void 0),b=b||{};var c,d,e,f,g,h,i,j,k=m.ajaxSetup({},b),l=k.context||k,n=k.context&&(l.nodeType||l.jquery)?m(l):m.event,o=m.Deferred(),p=m.Callbacks("once memory"),q=k.statusCode||{},r={},s={},t=0,u="canceled",v={readyState:0,getResponseHeader:function(a){var b;if(2===t){if(!j){j={};while(b=Cb.exec(f))j[b[1].toLowerCase()]=b[2]}b=j[a.toLowerCase()]}return null==b?null:b},getAllResponseHeaders:function(){return 2===t?f:null},setRequestHeader:function(a,b){var c=a.toLowerCase();return t||(a=s[c]=s[c]||a,r[a]=b),this},overrideMimeType:function(a){return t||(k.mimeType=a),this},statusCode:function(a){var b;if(a)if(2>t)for(b in a)q[b]=[q[b],a[b]];else v.always(a[v.status]);return this},abort:function(a){var b=a||u;return i&&i.abort(b),x(0,b),this}};if(o.promise(v).complete=p.add,v.success=v.done,v.error=v.fail,k.url=((a||k.url||zb)+"").replace(Ab,"").replace(Fb,yb[1]+"//"),k.type=b.method||b.type||k.method||k.type,k.dataTypes=m.trim(k.dataType||"*").toLowerCase().match(E)||[""],null==k.crossDomain&&(c=Gb.exec(k.url.toLowerCase()),k.crossDomain=!(!c||c[1]===yb[1]&&c[2]===yb[2]&&(c[3]||("http:"===c[1]?"80":"443"))===(yb[3]||("http:"===yb[1]?"80":"443")))),k.data&&k.processData&&"string"!=typeof k.data&&(k.data=m.param(k.data,k.traditional)),Mb(Hb,k,b,v),2===t)return v;h=m.event&&k.global,h&&0===m.active++&&m.event.trigger("ajaxStart"),k.type=k.type.toUpperCase(),k.hasContent=!Eb.test(k.type),e=k.url,k.hasContent||(k.data&&(e=k.url+=(wb.test(e)?"&":"?")+k.data,delete k.data),k.cache===!1&&(k.url=Bb.test(e)?e.replace(Bb,"$1_="+vb++):e+(wb.test(e)?"&":"?")+"_="+vb++)),k.ifModified&&(m.lastModified[e]&&v.setRequestHeader("If-Modified-Since",m.lastModified[e]),m.etag[e]&&v.setRequestHeader("If-None-Match",m.etag[e])),(k.data&&k.hasContent&&k.contentType!==!1||b.contentType)&&v.setRequestHeader("Content-Type",k.contentType),v.setRequestHeader("Accept",k.dataTypes[0]&&k.accepts[k.dataTypes[0]]?k.accepts[k.dataTypes[0]]+("*"!==k.dataTypes[0]?", "+Jb+"; q=0.01":""):k.accepts["*"]);for(d in k.headers)v.setRequestHeader(d,k.headers[d]);if(k.beforeSend&&(k.beforeSend.call(l,v,k)===!1||2===t))return v.abort();u="abort";for(d in{success:1,error:1,complete:1})v[d](k[d]);if(i=Mb(Ib,k,b,v)){v.readyState=1,h&&n.trigger("ajaxSend",[v,k]),k.async&&k.timeout>0&&(g=setTimeout(function(){v.abort("timeout")},k.timeout));try{t=1,i.send(r,x)}catch(w){if(!(2>t))throw w;x(-1,w)}}else x(-1,"No Transport");function x(a,b,c,d){var j,r,s,u,w,x=b;2!==t&&(t=2,g&&clearTimeout(g),i=void 0,f=d||"",v.readyState=a>0?4:0,j=a>=200&&300>a||304===a,c&&(u=Ob(k,v,c)),u=Pb(k,u,v,j),j?(k.ifModified&&(w=v.getResponseHeader("Last-Modified"),w&&(m.lastModified[e]=w),w=v.getResponseHeader("etag"),w&&(m.etag[e]=w)),204===a||"HEAD"===k.type?x="nocontent":304===a?x="notmodified":(x=u.state,r=u.data,s=u.error,j=!s)):(s=x,(a||!x)&&(x="error",0>a&&(a=0))),v.status=a,v.statusText=(b||x)+"",j?o.resolveWith(l,[r,x,v]):o.rejectWith(l,[v,x,s]),v.statusCode(q),q=void 0,h&&n.trigger(j?"ajaxSuccess":"ajaxError",[v,k,j?r:s]),p.fireWith(l,[v,x]),h&&(n.trigger("ajaxComplete",[v,k]),--m.active||m.event.trigger("ajaxStop")))}return v},getJSON:function(a,b,c){return m.get(a,b,c,"json")},getScript:function(a,b){return m.get(a,void 0,b,"script")}}),m.each(["get","post"],function(a,b){m[b]=function(a,c,d,e){return m.isFunction(c)&&(e=e||d,d=c,c=void 0),m.ajax({url:a,type:b,dataType:e,data:c,success:d})}}),m._evalUrl=function(a){return m.ajax({url:a,type:"GET",dataType:"script",async:!1,global:!1,"throws":!0})},m.fn.extend({wrapAll:function(a){if(m.isFunction(a))return this.each(function(b){m(this).wrapAll(a.call(this,b))});if(this[0]){var b=m(a,this[0].ownerDocument).eq(0).clone(!0);this[0].parentNode&&b.insertBefore(this[0]),b.map(function(){var a=this;while(a.firstChild&&1===a.firstChild.nodeType)a=a.firstChild;return a}).append(this)}return this},wrapInner:function(a){return this.each(m.isFunction(a)?function(b){m(this).wrapInner(a.call(this,b))}:function(){var b=m(this),c=b.contents();c.length?c.wrapAll(a):b.append(a)})},wrap:function(a){var b=m.isFunction(a);return this.each(function(c){m(this).wrapAll(b?a.call(this,c):a)})},unwrap:function(){return this.parent().each(function(){m.nodeName(this,"body")||m(this).replaceWith(this.childNodes)}).end()}}),m.expr.filters.hidden=function(a){return a.offsetWidth<=0&&a.offsetHeight<=0||!k.reliableHiddenOffsets()&&"none"===(a.style&&a.style.display||m.css(a,"display"))},m.expr.filters.visible=function(a){return!m.expr.filters.hidden(a)};var Qb=/%20/g,Rb=/\[\]$/,Sb=/\r?\n/g,Tb=/^(?:submit|button|image|reset|file)$/i,Ub=/^(?:input|select|textarea|keygen)/i;function Vb(a,b,c,d){var e;if(m.isArray(b))m.each(b,function(b,e){c||Rb.test(a)?d(a,e):Vb(a+"["+("object"==typeof e?b:"")+"]",e,c,d)});else if(c||"object"!==m.type(b))d(a,b);else for(e in b)Vb(a+"["+e+"]",b[e],c,d)}m.param=function(a,b){var c,d=[],e=function(a,b){b=m.isFunction(b)?b():null==b?"":b,d[d.length]=encodeURIComponent(a)+"="+encodeURIComponent(b)};if(void 0===b&&(b=m.ajaxSettings&&m.ajaxSettings.traditional),m.isArray(a)||a.jquery&&!m.isPlainObject(a))m.each(a,function(){e(this.name,this.value)});else for(c in a)Vb(c,a[c],b,e);return d.join("&").replace(Qb,"+")},m.fn.extend({serialize:function(){return m.param(this.serializeArray())},serializeArray:function(){return this.map(function(){var a=m.prop(this,"elements");return a?m.makeArray(a):this}).filter(function(){var a=this.type;return this.name&&!m(this).is(":disabled")&&Ub.test(this.nodeName)&&!Tb.test(a)&&(this.checked||!W.test(a))}).map(function(a,b){var c=m(this).val();return null==c?null:m.isArray(c)?m.map(c,function(a){return{name:b.name,value:a.replace(Sb,"\r\n")}}):{name:b.name,value:c.replace(Sb,"\r\n")}}).get()}}),m.ajaxSettings.xhr=void 0!==a.ActiveXObject?function(){return!this.isLocal&&/^(get|post|head|put|delete|options)$/i.test(this.type)&&Zb()||$b()}:Zb;var Wb=0,Xb={},Yb=m.ajaxSettings.xhr();a.attachEvent&&a.attachEvent("onunload",function(){for(var a in Xb)Xb[a](void 0,!0)}),k.cors=!!Yb&&"withCredentials"in Yb,Yb=k.ajax=!!Yb,Yb&&m.ajaxTransport(function(a){if(!a.crossDomain||k.cors){var b;return{send:function(c,d){var e,f=a.xhr(),g=++Wb;if(f.open(a.type,a.url,a.async,a.username,a.password),a.xhrFields)for(e in a.xhrFields)f[e]=a.xhrFields[e];a.mimeType&&f.overrideMimeType&&f.overrideMimeType(a.mimeType),a.crossDomain||c["X-Requested-With"]||(c["X-Requested-With"]="XMLHttpRequest");for(e in c)void 0!==c[e]&&f.setRequestHeader(e,c[e]+"");f.send(a.hasContent&&a.data||null),b=function(c,e){var h,i,j;if(b&&(e||4===f.readyState))if(delete Xb[g],b=void 0,f.onreadystatechange=m.noop,e)4!==f.readyState&&f.abort();else{j={},h=f.status,"string"==typeof f.responseText&&(j.text=f.responseText);try{i=f.statusText}catch(k){i=""}h||!a.isLocal||a.crossDomain?1223===h&&(h=204):h=j.text?200:404}j&&d(h,i,j,f.getAllResponseHeaders())},a.async?4===f.readyState?setTimeout(b):f.onreadystatechange=Xb[g]=b:b()},abort:function(){b&&b(void 0,!0)}}}});function Zb(){try{return new a.XMLHttpRequest}catch(b){}}function $b(){try{return new a.ActiveXObject("Microsoft.XMLHTTP")}catch(b){}}m.ajaxSetup({accepts:{script:"text/javascript, application/javascript, application/ecmascript, application/x-ecmascript"},contents:{script:/(?:java|ecma)script/},converters:{"text script":function(a){return m.globalEval(a),a}}}),m.ajaxPrefilter("script",function(a){void 0===a.cache&&(a.cache=!1),a.crossDomain&&(a.type="GET",a.global=!1)}),m.ajaxTransport("script",function(a){if(a.crossDomain){var b,c=y.head||m("head")[0]||y.documentElement;return{send:function(d,e){b=y.createElement("script"),b.async=!0,a.scriptCharset&&(b.charset=a.scriptCharset),b.src=a.url,b.onload=b.onreadystatechange=function(a,c){(c||!b.readyState||/loaded|complete/.test(b.readyState))&&(b.onload=b.onreadystatechange=null,b.parentNode&&b.parentNode.removeChild(b),b=null,c||e(200,"success"))},c.insertBefore(b,c.firstChild)},abort:function(){b&&b.onload(void 0,!0)}}}});var _b=[],ac=/(=)\?(?=&|$)|\?\?/;m.ajaxSetup({jsonp:"callback",jsonpCallback:function(){var a=_b.pop()||m.expando+"_"+vb++;return this[a]=!0,a}}),m.ajaxPrefilter("json jsonp",function(b,c,d){var e,f,g,h=b.jsonp!==!1&&(ac.test(b.url)?"url":"string"==typeof b.data&&!(b.contentType||"").indexOf("application/x-www-form-urlencoded")&&ac.test(b.data)&&"data");return h||"jsonp"===b.dataTypes[0]?(e=b.jsonpCallback=m.isFunction(b.jsonpCallback)?b.jsonpCallback():b.jsonpCallback,h?b[h]=b[h].replace(ac,"$1"+e):b.jsonp!==!1&&(b.url+=(wb.test(b.url)?"&":"?")+b.jsonp+"="+e),b.converters["script json"]=function(){return g||m.error(e+" was not called"),g[0]},b.dataTypes[0]="json",f=a[e],a[e]=function(){g=arguments},d.always(function(){a[e]=f,b[e]&&(b.jsonpCallback=c.jsonpCallback,_b.push(e)),g&&m.isFunction(f)&&f(g[0]),g=f=void 0}),"script"):void 0}),m.parseHTML=function(a,b,c){if(!a||"string"!=typeof a)return null;"boolean"==typeof b&&(c=b,b=!1),b=b||y;var d=u.exec(a),e=!c&&[];return d?[b.createElement(d[1])]:(d=m.buildFragment([a],b,e),e&&e.length&&m(e).remove(),m.merge([],d.childNodes))};var bc=m.fn.load;m.fn.load=function(a,b,c){if("string"!=typeof a&&bc)return bc.apply(this,arguments);var d,e,f,g=this,h=a.indexOf(" ");return h>=0&&(d=m.trim(a.slice(h,a.length)),a=a.slice(0,h)),m.isFunction(b)?(c=b,b=void 0):b&&"object"==typeof b&&(f="POST"),g.length>0&&m.ajax({url:a,type:f,dataType:"html",data:b}).done(function(a){e=arguments,g.html(d?m("<div>").append(m.parseHTML(a)).find(d):a)}).complete(c&&function(a,b){g.each(c,e||[a.responseText,b,a])}),this},m.each(["ajaxStart","ajaxStop","ajaxComplete","ajaxError","ajaxSuccess","ajaxSend"],function(a,b){m.fn[b]=function(a){return this.on(b,a)}}),m.expr.filters.animated=function(a){return m.grep(m.timers,function(b){return a===b.elem}).length};var cc=a.document.documentElement;function dc(a){return m.isWindow(a)?a:9===a.nodeType?a.defaultView||a.parentWindow:!1}m.offset={setOffset:function(a,b,c){var d,e,f,g,h,i,j,k=m.css(a,"position"),l=m(a),n={};"static"===k&&(a.style.position="relative"),h=l.offset(),f=m.css(a,"top"),i=m.css(a,"left"),j=("absolute"===k||"fixed"===k)&&m.inArray("auto",[f,i])>-1,j?(d=l.position(),g=d.top,e=d.left):(g=parseFloat(f)||0,e=parseFloat(i)||0),m.isFunction(b)&&(b=b.call(a,c,h)),null!=b.top&&(n.top=b.top-h.top+g),null!=b.left&&(n.left=b.left-h.left+e),"using"in b?b.using.call(a,n):l.css(n)}},m.fn.extend({offset:function(a){if(arguments.length)return void 0===a?this:this.each(function(b){m.offset.setOffset(this,a,b)});var b,c,d={top:0,left:0},e=this[0],f=e&&e.ownerDocument;if(f)return b=f.documentElement,m.contains(b,e)?(typeof e.getBoundingClientRect!==K&&(d=e.getBoundingClientRect()),c=dc(f),{top:d.top+(c.pageYOffset||b.scrollTop)-(b.clientTop||0),left:d.left+(c.pageXOffset||b.scrollLeft)-(b.clientLeft||0)}):d},position:function(){if(this[0]){var a,b,c={top:0,left:0},d=this[0];return"fixed"===m.css(d,"position")?b=d.getBoundingClientRect():(a=this.offsetParent(),b=this.offset(),m.nodeName(a[0],"html")||(c=a.offset()),c.top+=m.css(a[0],"borderTopWidth",!0),c.left+=m.css(a[0],"borderLeftWidth",!0)),{top:b.top-c.top-m.css(d,"marginTop",!0),left:b.left-c.left-m.css(d,"marginLeft",!0)}}},offsetParent:function(){return this.map(function(){var a=this.offsetParent||cc;while(a&&!m.nodeName(a,"html")&&"static"===m.css(a,"position"))a=a.offsetParent;return a||cc})}}),m.each({scrollLeft:"pageXOffset",scrollTop:"pageYOffset"},function(a,b){var c=/Y/.test(b);m.fn[a]=function(d){return V(this,function(a,d,e){var f=dc(a);return void 0===e?f?b in f?f[b]:f.document.documentElement[d]:a[d]:void(f?f.scrollTo(c?m(f).scrollLeft():e,c?e:m(f).scrollTop()):a[d]=e)},a,d,arguments.length,null)}}),m.each(["top","left"],function(a,b){m.cssHooks[b]=La(k.pixelPosition,function(a,c){return c?(c=Ja(a,b),Ha.test(c)?m(a).position()[b]+"px":c):void 0})}),m.each({Height:"height",Width:"width"},function(a,b){m.each({padding:"inner"+a,content:b,"":"outer"+a},function(c,d){m.fn[d]=function(d,e){var f=arguments.length&&(c||"boolean"!=typeof d),g=c||(d===!0||e===!0?"margin":"border");return V(this,function(b,c,d){var e;return m.isWindow(b)?b.document.documentElement["client"+a]:9===b.nodeType?(e=b.documentElement,Math.max(b.body["scroll"+a],e["scroll"+a],b.body["offset"+a],e["offset"+a],e["client"+a])):void 0===d?m.css(b,c,g):m.style(b,c,d,g)},b,f?d:void 0,f,null)}})}),m.fn.size=function(){return this.length},m.fn.andSelf=m.fn.addBack,"function"==typeof define&&define.amd&&define("jquery",[],function(){return m});var ec=a.jQuery,fc=a.$;return m.noConflict=function(b){return a.$===m&&(a.$=fc),b&&a.jQuery===m&&(a.jQuery=ec),m},typeof b===K&&(a.jQuery=a.$=m),m});
"></script>
+<meta name="viewport" content="width=device-width, initial-scale=1" />
+<link href="data:text/css;charset=utf-8,html%7Bfont%2Dfamily%3Asans%2Dserif%3B%2Dwebkit%2Dtext%2Dsize%2Dadjust%3A100%25%3B%2Dms%2Dtext%2Dsize%2Dadjust%3A100%25%7Dbody%7Bmargin%3A0%7Darticle%2Caside%2Cdetails%2Cfigcaption%2Cfigure%2Cfooter%2Cheader%2Chgroup%2Cmain%2Cmenu%2Cnav%2Csection%2Csummary%7Bdisplay%3Ablock%7Daudio%2Ccanvas%2Cprogress%2Cvideo%7Bdisplay%3Ainline%2Dblock%3Bvertical%2Dalign%3Abaseline%7Daudio%3Anot%28%5Bcontrols%5D%29%7Bdisplay%3Anone%3Bheight%3A0%7D%5Bhidden%5D%2Ctemplate%7Bdisplay%3Anone%7Da%7Bbackground%2Dcolor%3Atransparent%7Da%3Aactive%2Ca%3Ahover%7Boutline%3A0%7Dabbr%5Btitle%5D%7Bborder%2Dbottom%3A1px%20dotted%7Db%2Cstrong%7Bfont%2Dweight%3A700%7Ddfn%7Bfont%2Dstyle%3Aitalic%7Dh1%7Bmargin%3A%2E67em%200%3Bfont%2Dsize%3A2em%7Dmark%7Bcolor%3A%23000%3Bbackground%3A%23ff0%7Dsmall%7Bfont%2Dsize%3A80%25%7Dsub%2Csup%7Bposition%3Arelative%3Bfont%2Dsize%3A75%25%3Bline%2Dheight%3A0%3Bvertical%2Dalign%3Abaseline%7Dsup%7Btop%3A%2D%2E5em%7Dsub%7Bbottom%3A%2D%2E25em%7Dimg%7Bborder%3A0%7Dsvg%3Anot%28%3Aroot%29%7Boverflow%3Ahidden%7Dfigure%7Bmargin%3A1em%2040px%7Dhr%7Bheight%3A0%3B%2Dwebkit%2Dbox%2Dsizing%3Acontent%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Acontent%2Dbox%3Bbox%2Dsizing%3Acontent%2Dbox%7Dpre%7Boverflow%3Aauto%7Dcode%2Ckbd%2Cpre%2Csamp%7Bfont%2Dfamily%3Amonospace%2Cmonospace%3Bfont%2Dsize%3A1em%7Dbutton%2Cinput%2Coptgroup%2Cselect%2Ctextarea%7Bmargin%3A0%3Bfont%3Ainherit%3Bcolor%3Ainherit%7Dbutton%7Boverflow%3Avisible%7Dbutton%2Cselect%7Btext%2Dtransform%3Anone%7Dbutton%2Chtml%20input%5Btype%3Dbutton%5D%2Cinput%5Btype%3Dreset%5D%2Cinput%5Btype%3Dsubmit%5D%7B%2Dwebkit%2Dappearance%3Abutton%3Bcursor%3Apointer%7Dbutton%5Bdisabled%5D%2Chtml%20input%5Bdisabled%5D%7Bcursor%3Adefault%7Dbutton%3A%3A%2Dmoz%2Dfocus%2Dinner%2Cinput%3A%3A%2Dmoz%2Dfocus%2Dinner%7Bpadding%3A0%3Bborder%3A0%7Dinput%7Bline%2Dheight%3Anormal%7Dinput%5Btype%3Dcheckbox%5D%2Cinput%5Btype%3Dradio%5D%7B%2Dwebkit%2Dbox%2Dsizing%3Aborder%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Aborder%2Dbox%3Bbox%2Dsizing%3Aborder%2Dbox%3Bpadding%3A0%7Dinput%5Btype%3Dnumber%5D%3A%3A%2Dwebkit%2Dinner%2Dspin%2Dbutton%2Cinput%5Btype%3Dnumber%5D%3A%3A%2Dwebkit%2Douter%2Dspin%2Dbutton%7Bheight%3Aauto%7Dinput%5Btype%3Dsearch%5D%7B%2Dwebkit%2Dbox%2Dsizing%3Acontent%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Acontent%2Dbox%3Bbox%2Dsizing%3Acontent%2Dbox%3B%2Dwebkit%2Dappearance%3Atextfield%7Dinput%5Btype%3Dsearch%5D%3A%3A%2Dwebkit%2Dsearch%2Dcancel%2Dbutton%2Cinput%5Btype%3Dsearch%5D%3A%3A%2Dwebkit%2Dsearch%2Ddecoration%7B%2Dwebkit%2Dappearance%3Anone%7Dfieldset%7Bpadding%3A%2E35em%20%2E625em%20%2E75em%3Bmargin%3A0%202px%3Bborder%3A1px%20solid%20silver%7Dlegend%7Bpadding%3A0%3Bborder%3A0%7Dtextarea%7Boverflow%3Aauto%7Doptgroup%7Bfont%2Dweight%3A700%7Dtable%7Bborder%2Dspacing%3A0%3Bborder%2Dcollapse%3Acollapse%7Dtd%2Cth%7Bpadding%3A0%7D%40media%20print%7B%2A%2C%3Aafter%2C%3Abefore%7Bcolor%3A%23000%21important%3Btext%2Dshadow%3Anone%21important%3Bbackground%3A0%200%21important%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%21important%3Bbox%2Dshadow%3Anone%21important%7Da%2Ca%3Avisited%7Btext%2Ddecoration%3Aunderline%7Da%5Bhref%5D%3Aafter%7Bcontent%3A%22%20%28%22%20attr%28href%29%20%22%29%22%7Dabbr%5Btitle%5D%3Aafter%7Bcontent%3A%22%20%28%22%20attr%28title%29%20%22%29%22%7Da%5Bhref%5E%3D%22javascript%3A%22%5D%3Aafter%2Ca%5Bhref%5E%3D%22%23%22%5D%3Aafter%7Bcontent%3A%22%22%7Dblockquote%2Cpre%7Bborder%3A1px%20solid%20%23999%3Bpage%2Dbreak%2Dinside%3Aavoid%7Dthead%7Bdisplay%3Atable%2Dheader%2Dgroup%7Dimg%2Ctr%7Bpage%2Dbreak%2Dinside%3Aavoid%7Dimg%7Bmax%2Dwidth%3A100%25%21important%7Dh2%2Ch3%2Cp%7Borphans%3A3%3Bwidows%3A3%7Dh2%2Ch3%7Bpage%2Dbreak%2Dafter%3Aavoid%7D%2Enavbar%7Bdisplay%3Anone%7D%2Ebtn%3E%2Ecaret%2C%2Edropup%3E%2Ebtn%3E%2Ecaret%7Bborder%2Dtop%2Dcolor%3A%23000%21important%7D%2Elabel%7Bborder%3A1px%20solid%20%23000%7D%2Etable%7Bborder%2Dcollapse%3Acollapse%21important%7D%2Etable%20td%2C%2Etable%20th%7Bbackground%2Dcolor%3A%23fff%21important%7D%2Etable%2Dbordered%20td%2C%2Etable%2Dbordered%20th%7Bborder%3A1px%20solid%20%23ddd%21important%7D%7D%40font%2Dface%7Bfont%2Dfamily%3A%27Glyphicons%20Halflings%27%3Bsrc%3Aurl%28data%3Aapplication%2Fvnd%2Ems%2Dfontobject%3Bbase64%2Cn04AAEFNAAACAAIABAAAAAAABQAAAAAAAAABAJABAAAEAExQAAAAAAAAAAIAAAAAAAAAAAEAAAAAAAAAJxJ%2FLAAAAAAAAAAAAAAAAAAAAAAAACgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzAAAADgBSAGUAZwB1AGwAYQByAAAAeABWAGUAcgBzAGkAbwBuACAAMQAuADAAMAA5ADsAUABTACAAMAAwADEALgAwADAAOQA7AGgAbwB0AGMAbwBuAHYAIAAxAC4AMAAuADcAMAA7AG0AYQBrAGUAbwB0AGYALgBsAGkAYgAyAC4ANQAuADUAOAAzADIAOQAAADgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzACAAUgBlAGcAdQBsAGEAcgAAAAAAQlNHUAAAAAAAAAAAAAAAAAAAAAADAKncAE0TAE0ZAEbuFM3pjM%2FSEdmjKHUbyow8ATBE40IvWA3vTu8LiABDQ%2BpexwUMcm1SMnNryctQSiI1K5ZnbOlXKmnVV5YvRe6RnNMFNCOs1KNVpn6yZhCJkRtVRNzEufeIq7HgSrcx4S8h%2Fv4vnrrKc6oCNxmSk2uKlZQHBii6iKFoH0746ThvkO1kJHlxjrkxs%2BLWORaDQBEtiYJIR5IB9Bi1UyL4Rmr0BNigNkMzlKQmnofBHviqVzUxwdMb3NdCn69hy%2BpRYVKGVS%2F1tnsqv4LL7wCCPZZAZPT4aCShHjHJVNuXbmMrY5LeQaGnvAkXlVrJgKRAUdFjrWEah9XebPeQMj7KS7DIBAFt8ycgC5PLGUOHSE3ErGZCiViNLL5ZARfywnCoZaKQCu6NuFX42AEeKtKUGnr%2FCm2Cy8tpFhBPMW5Fxi4Qm4TkDWh4IWFDClhU2hRWosUWqcKLlgyXB%2BlSHaWaHiWlBAR8SeSgSPCQxdVQgzUixWKSTrIQEbU94viDctkvX%2BVSjJuUmV8L4CXShI11esnp0pjWNZIyxKHS4wVQ2ime1P4RnhvGw0aDN1OLAXGERsB7buFpFGGBAre4QEQR0HOIO5oYH305G%2BKspT%2FFupEGGafCCwxSe6ZUa%2B073rXHnNdVXE6eWvibUS27XtRzkH838mYLMBmYysZTM0EM3A1fbpCBYFccN1B%2FEnCYu%2FTgCGmr7bMh8GfYL%2BBfcLvB0gRagC09w9elfldaIy%2FhNCBLRgBgtCC7jAF63wLSMAfbfAlEggYU0bUA7ACCJmTDpEmJtI78w4%2FBO7dN7JR7J7ZvbYaUbaILSQsRBiF3HGk5fEg6p9unwLvn98r%2BvnsV%2B372uf1xBLq4qU%2F45fTuqaAP%2BpssmCCCTF0mhEow8ZXZOS8D7Q85JsxZ%2BAzok7B7O%2Ff6J8AzYBySZQB%2FQHYUSA%2BEeQhEWiS6AIQzgcsDiER4MjgMBAWDV4AgQ3g1eBgIdweCQmCjJEMkJ%2BPKRWyFHHmg1Wi%2F6xzUgA0LREoKJChwnQa9B%2B5RQZRB3IlBlkAnxyQNaANwHMowzlYSMCBgnbpzvqpl0iTJNCQidDI9ZrSYNIRBhHtUa5YHMHxyGEik9hDE0AKj72AbTCaxtHPUaKZdAZSnQTyjGqGLsmBStCejApUhg4uBMU6mATujEl%2BKdDPbI6Ag4vLr%2BhjY6lbjBeoLKnZl0UZgRX8gTySOeynZVz1wOq7e1hFGYIq%2BMhrGxDLak0PrwYzSXtcuyhXEhwOYofiW%2BEcI%2Fjw8P6IY6ed%2BetAbuqKp5QIapT77LnAe505lMuqL79a0ut4rWexzFttsOsLDy7zvtQzcq3U1qabe7tB0wHWVXji%2BzDbo8x8HyIRUbXnwUcklFv51fvTymiV%2BMXLSmGH9d9%2BaXpD5X6lao41anWGig7IwIdnoBY2ht%2FpO9mClLo4NdXHAsefqWUKlXJkbqPOFhMoR4aiA1BXqhRNbB2Xwi%2B7u%2FjpAoOpKJ0UX24EsrzMfHXViakCNcKjBxuQX8BO0ZqjJ3xXzf%2B61t2VXOSgJ8xu65QKgtN6FibPmPYsXbJRHHqbgATcSZxBqGiDiU4NNNsYBsKD0MIP%2FOfKnlk%2FLkaid%2FO2NbKeuQrwOB2Gq3YHyr6ALgzym5wIBnsdC1ZkoBFZSQXChZvlesPqvK2c5oHHT3Q65jYpNxnQcGF0EHbvYqoFw60WNlXIHQF2HQB7zD6lWjZ9rVqUKBXUT6hrkZOle0RFYII0V5ZYGl1JAP0Ud1fZZMvSomBzJ710j4Me8mjQDwEre5Uv2wQfk1ifDwb5ksuJQQ3xt423lbuQjvoIQByQrNDh1JxGFkOdlJvu%2FgFtuW0wR4cgd%2BZKesSV7QkNE2kw6AV4hoIuC02LGmTomyf8PiO6CZzOTLTPQ%2BHW06H%2Btx%2BbQ8LmDYg1pTFrp2oJXgkZTyeRJZM0C8aE2LpFrNVDuhARsN543%2FFV6klQ6Tv1OoZGXLv0igKrl%2FCmJxRmX7JJbJ998VSIPQRyDBICzl4JJlYHbdql30NvYcOuZ7a10uWRrgoieOdgIm4rlq6vNOQBuqESLbXG5lzdJGHw2m0sDYmODXbYGTfSTGRKpssTO95fothJCjUGQgEL4yKoGAF%2F0SrpUDNn8CBgBcSDQByAeNkCXp4S4Ro2Xh4OeaGRgR66PVOsU8bc6TR5%2FxTcn4IVMLOkXSWiXxkZQCbvKfmoAvQaKjO3EDKwkwqHChCDEM5loQRPd5ACBki1TjF772oaQhQbQ5C0lcWXPFOzrfsDGUXGrpxasbG4iab6eByaQkQfm0VFlP0ZsDkvvqCL6QXMUwCjdMx1ZOyKhTJ7a1GWAdOUcJ8RSejxNVyGs31OKMyRyBVoZFjqIkmKlLQ5eHMeEL4MkUf23cQ%2F1SgRCJ1dk4UdBT7OoyuNgLs0oCd8RnrEIb6QdMxT2QjD4zMrJkfgx5aDMcA4orsTtKCqWb%2FVeyceqa5OGSmB28YwH4rFbkQaLoUN8OQQYnD3w2eXpI4ScQfbCUZiJ4yMOIKLyyTc7BQ4uXUw6Ee6%2FxM%2B4Y67ngNBknxIPwuppgIhFcwJyr6EIj%2BLzNj%2FmfR2vhhRlx0BILZoAYruF0caWQ7YxO66UmeguDREAFHYuC7HJviRgVO6ruJH59h%2FC%2FPkgSle8xNzZJULLWq9JMDTE2fjGE146a1Us6PZDGYle6ldWRqn%2FpdpgHKNGrGIdkRK%2BKPETT9nKT6kLyDI8xd9A1FgWmXWRAIHwZ37WyZHOVyCadJEmMVz0MadMjDrPho%2BEIochkVC2xgGiwwsQ6DMv2P7UXqT4x7CdcYGId2BJQQa85EQKmCmwcRejQ9Bm4oATENFPkxPXILHpMPUyWTI5rjNOsIlmEeMbcOCEqInpXACYQ9DDxmFo9vcmsDblcMtg4tqBerNngkIKaFJmrQAPnq1dEzsMXcwjcHdfdCibcAxxA%2Bq%2Fj9m3LM%2FO7WJka4tSidVCjsvo2lQ%2F2ewyoYyXwAYyr2PlRoR5MpgVmSUIrM3PQxXPbgjBOaDQFIyFMJvx3Pc5RSYj12ySVF9fwFPQu2e2KWVoL9q3Ayv3IzpGHUdvdPdrNUdicjsTQ2ISy7QU3DrEytIjvbzJnAkmANXjAFERA0MUoPF3%2F5KFmW14bBNOhwircYgMqoDpUMcDtCmBE82QM2YtdjVLB4kBuKho%2FbcwQdeboqfQartuU3CsCf%2BcXkgYAqp%2F0Ee3RorAZt0AvvOCSI4JICIlGlsV0bsSid%2FNIEALAAzb6HAgyWHBps6xAOwkJIGcB82CxRQq4sJf3FzA70A%2BTRqcqjEMETCoez3mkPcpnoALs0ugJY8kQwrC%2BJE5ik3w9rzrvDRjAQnqgEVvdGrNwlanR0SOKWzxOJOvLJhcd8Cl4AshACUkv9czdMkJCVQSQhp6kp7StAlpVRpK0t0SW6LHeBJnE2QchB5Ccu8kxRghZXGIgZIiSj7gEKMJDClcnX6hgoqJMwiQDigIXg3ioFLCgDgjPtYHYpsF5EiA4kcnN18MZtOrY866dEQAb0FB34OGKHGZQjwW%2FWDHA60cYFaI%2FPjpzquUqdaYGcIq%2BmLez3WLFFCtNBN2QJcrlcoELgiPku5R5dSlJFaCEqEZle1AQzAKC%2B1SotMcBNyQUFuRHRF6OlimSBgjZeTBCwLyc6A%2BP%2FoFRchXTz5ADknYJHxzrJ5pGuIKRQISU6WyKTBBjD8WozmVYWIsto1AS5rxzKlvJu4E%2FvwOiKxRtCWsDM%2BeTHUrmwrCK5BIfMzGkD%2B0Fk5LzBs0jMYXktNDblB06LMNJ09U8pzSLmo14MS0OMjcdrZ31pyQqxJJpRImlSvfYAK8inkYU52QY2FPEVsjoWewpwhRp5yAuNpkqhdb7ku9Seefl2D0B8SMTFD90xi4CSOwwZy9IKkpMtI3FmFUg3%2FkFutpQGNc3pCR7gvC4sgwbupDu3DyEN%2BW6YGLNM21jpB49irxy9BSlHrVDlnihGKHwPrbVFtc%2Bh1rVQKZduxIyojccZIIcOCmhEnC7UkY68WXKQgLi2JCDQkQWJRQuk60hZp0D3rtCTINSeY9Ej2kIKYfGxwOs4j9qMM7fYZiipzgcf7TamnehqdhsiMiCawXnz4xAbyCkLAx5EGbo3Ax1u3dUIKnTxIaxwQTHehPl3V491H0%2BbC5zgpGz7Io%2BmjdhKlPJ01EeMpM7UsRJMi1nGjmJg35i6bQBAAxjO%2FENJubU2mg3ONySEoWklCwdABETcs7ck3jgiuU9pcKKpbgn%2B3YlzV1FzIkB6pmEDOSSyDfPPlQskznctFji0kpgZjW5RZe6x9kYT4KJcXg0bNiCyif%2BpZACCyRMmYsfiKmN9tSO65F0R2OO6ytlEhY5Sj6uRKfFxw0ijJaAx%2Fk3QgnAFSq27%2F2i4GEBA%2BUvTJKK%2F9eISNvG46Em5RZfjTYLdeD8kdXHyrwId%2FDQZUaMCY4gGbke2C8vfjgV%2FY9kkRQOJIn%2FxM9INZSpiBnqX0Q9GlQPpPKAyO5y%2BW5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W%2FN6l54qOynCqD3DpWQ%2BmpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE%2B7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv%2F8lbTIkkYpqKM9VOhp65ktYk%2BQ46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI%2BejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5%2B7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu%2Bvtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%3Bsrc%3Aurl%28data%3Aapplication%2Fvnd%2Ems%2Dfontobject%3Bbase64%2Cn04AAEFNAAACAAIABAAAAAAABQAAAAAAAAABAJABAAAEAExQAAAAAAAAAAIAAAAAAAAAAAEAAAAAAAAAJxJ%2FLAAAAAAAAAAAAAAAAAAAAAAAACgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzAAAADgBSAGUAZwB1AGwAYQByAAAAeABWAGUAcgBzAGkAbwBuACAAMQAuADAAMAA5ADsAUABTACAAMAAwADEALgAwADAAOQA7AGgAbwB0AGMAbwBuAHYAIAAxAC4AMAAuADcAMAA7AG0AYQBrAGUAbwB0AGYALgBsAGkAYgAyAC4ANQAuADUAOAAzADIAOQAAADgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzACAAUgBlAGcAdQBsAGEAcgAAAAAAQlNHUAAAAAAAAAAAAAAAAAAAAAADAKncAE0TAE0ZAEbuFM3pjM%2FSEdmjKHUbyow8ATBE40IvWA3vTu8LiABDQ%2BpexwUMcm1SMnNryctQSiI1K5ZnbOlXKmnVV5YvRe6RnNMFNCOs1KNVpn6yZhCJkRtVRNzEufeIq7HgSrcx4S8h%2Fv4vnrrKc6oCNxmSk2uKlZQHBii6iKFoH0746ThvkO1kJHlxjrkxs%2BLWORaDQBEtiYJIR5IB9Bi1UyL4Rmr0BNigNkMzlKQmnofBHviqVzUxwdMb3NdCn69hy%2BpRYVKGVS%2F1tnsqv4LL7wCCPZZAZPT4aCShHjHJVNuXbmMrY5LeQaGnvAkXlVrJgKRAUdFjrWEah9XebPeQMj7KS7DIBAFt8ycgC5PLGUOHSE3ErGZCiViNLL5ZARfywnCoZaKQCu6NuFX42AEeKtKUGnr%2FCm2Cy8tpFhBPMW5Fxi4Qm4TkDWh4IWFDClhU2hRWosUWqcKLlgyXB%2BlSHaWaHiWlBAR8SeSgSPCQxdVQgzUixWKSTrIQEbU94viDctkvX%2BVSjJuUmV8L4CXShI11esnp0pjWNZIyxKHS4wVQ2ime1P4RnhvGw0aDN1OLAXGERsB7buFpFGGBAre4QEQR0HOIO5oYH305G%2BKspT%2FFupEGGafCCwxSe6ZUa%2B073rXHnNdVXE6eWvibUS27XtRzkH838mYLMBmYysZTM0EM3A1fbpCBYFccN1B%2FEnCYu%2FTgCGmr7bMh8GfYL%2BBfcLvB0gRagC09w9elfldaIy%2FhNCBLRgBgtCC7jAF63wLSMAfbfAlEggYU0bUA7ACCJmTDpEmJtI78w4%2FBO7dN7JR7J7ZvbYaUbaILSQsRBiF3HGk5fEg6p9unwLvn98r%2BvnsV%2B372uf1xBLq4qU%2F45fTuqaAP%2BpssmCCCTF0mhEow8ZXZOS8D7Q85JsxZ%2BAzok7B7O%2Ff6J8AzYBySZQB%2FQHYUSA%2BEeQhEWiS6AIQzgcsDiER4MjgMBAWDV4AgQ3g1eBgIdweCQmCjJEMkJ%2BPKRWyFHHmg1Wi%2F6xzUgA0LREoKJChwnQa9B%2B5RQZRB3IlBlkAnxyQNaANwHMowzlYSMCBgnbpzvqpl0iTJNCQidDI9ZrSYNIRBhHtUa5YHMHxyGEik9hDE0AKj72AbTCaxtHPUaKZdAZSnQTyjGqGLsmBStCejApUhg4uBMU6mATujEl%2BKdDPbI6Ag4vLr%2BhjY6lbjBeoLKnZl0UZgRX8gTySOeynZVz1wOq7e1hFGYIq%2BMhrGxDLak0PrwYzSXtcuyhXEhwOYofiW%2BEcI%2Fjw8P6IY6ed%2BetAbuqKp5QIapT77LnAe505lMuqL79a0ut4rWexzFttsOsLDy7zvtQzcq3U1qabe7tB0wHWVXji%2BzDbo8x8HyIRUbXnwUcklFv51fvTymiV%2BMXLSmGH9d9%2BaXpD5X6lao41anWGig7IwIdnoBY2ht%2FpO9mClLo4NdXHAsefqWUKlXJkbqPOFhMoR4aiA1BXqhRNbB2Xwi%2B7u%2FjpAoOpKJ0UX24EsrzMfHXViakCNcKjBxuQX8BO0ZqjJ3xXzf%2B61t2VXOSgJ8xu65QKgtN6FibPmPYsXbJRHHqbgATcSZxBqGiDiU4NNNsYBsKD0MIP%2FOfKnlk%2FLkaid%2FO2NbKeuQrwOB2Gq3YHyr6ALgzym5wIBnsdC1ZkoBFZSQXChZvlesPqvK2c5oHHT3Q65jYpNxnQcGF0EHbvYqoFw60WNlXIHQF2HQB7zD6lWjZ9rVqUKBXUT6hrkZOle0RFYII0V5ZYGl1JAP0Ud1fZZMvSomBzJ710j4Me8mjQDwEre5Uv2wQfk1ifDwb5ksuJQQ3xt423lbuQjvoIQByQrNDh1JxGFkOdlJvu%2FgFtuW0wR4cgd%2BZKesSV7QkNE2kw6AV4hoIuC02LGmTomyf8PiO6CZzOTLTPQ%2BHW06H%2Btx%2BbQ8LmDYg1pTFrp2oJXgkZTyeRJZM0C8aE2LpFrNVDuhARsN543%2FFV6klQ6Tv1OoZGXLv0igKrl%2FCmJxRmX7JJbJ998VSIPQRyDBICzl4JJlYHbdql30NvYcOuZ7a10uWRrgoieOdgIm4rlq6vNOQBuqESLbXG5lzdJGHw2m0sDYmODXbYGTfSTGRKpssTO95fothJCjUGQgEL4yKoGAF%2F0SrpUDNn8CBgBcSDQByAeNkCXp4S4Ro2Xh4OeaGRgR66PVOsU8bc6TR5%2FxTcn4IVMLOkXSWiXxkZQCbvKfmoAvQaKjO3EDKwkwqHChCDEM5loQRPd5ACBki1TjF772oaQhQbQ5C0lcWXPFOzrfsDGUXGrpxasbG4iab6eByaQkQfm0VFlP0ZsDkvvqCL6QXMUwCjdMx1ZOyKhTJ7a1GWAdOUcJ8RSejxNVyGs31OKMyRyBVoZFjqIkmKlLQ5eHMeEL4MkUf23cQ%2F1SgRCJ1dk4UdBT7OoyuNgLs0oCd8RnrEIb6QdMxT2QjD4zMrJkfgx5aDMcA4orsTtKCqWb%2FVeyceqa5OGSmB28YwH4rFbkQaLoUN8OQQYnD3w2eXpI4ScQfbCUZiJ4yMOIKLyyTc7BQ4uXUw6Ee6%2FxM%2B4Y67ngNBknxIPwuppgIhFcwJyr6EIj%2BLzNj%2FmfR2vhhRlx0BILZoAYruF0caWQ7YxO66UmeguDREAFHYuC7HJviRgVO6ruJH59h%2FC%2FPkgSle8xNzZJULLWq9JMDTE2fjGE146a1Us6PZDGYle6ldWRqn%2FpdpgHKNGrGIdkRK%2BKPETT9nKT6kLyDI8xd9A1FgWmXWRAIHwZ37WyZHOVyCadJEmMVz0MadMjDrPho%2BEIochkVC2xgGiwwsQ6DMv2P7UXqT4x7CdcYGId2BJQQa85EQKmCmwcRejQ9Bm4oATENFPkxPXILHpMPUyWTI5rjNOsIlmEeMbcOCEqInpXACYQ9DDxmFo9vcmsDblcMtg4tqBerNngkIKaFJmrQAPnq1dEzsMXcwjcHdfdCibcAxxA%2Bq%2Fj9m3LM%2FO7WJka4tSidVCjsvo2lQ%2F2ewyoYyXwAYyr2PlRoR5MpgVmSUIrM3PQxXPbgjBOaDQFIyFMJvx3Pc5RSYj12ySVF9fwFPQu2e2KWVoL9q3Ayv3IzpGHUdvdPdrNUdicjsTQ2ISy7QU3DrEytIjvbzJnAkmANXjAFERA0MUoPF3%2F5KFmW14bBNOhwircYgMqoDpUMcDtCmBE82QM2YtdjVLB4kBuKho%2FbcwQdeboqfQartuU3CsCf%2BcXkgYAqp%2F0Ee3RorAZt0AvvOCSI4JICIlGlsV0bsSid%2FNIEALAAzb6HAgyWHBps6xAOwkJIGcB82CxRQq4sJf3FzA70A%2BTRqcqjEMETCoez3mkPcpnoALs0ugJY8kQwrC%2BJE5ik3w9rzrvDRjAQnqgEVvdGrNwlanR0SOKWzxOJOvLJhcd8Cl4AshACUkv9czdMkJCVQSQhp6kp7StAlpVRpK0t0SW6LHeBJnE2QchB5Ccu8kxRghZXGIgZIiSj7gEKMJDClcnX6hgoqJMwiQDigIXg3ioFLCgDgjPtYHYpsF5EiA4kcnN18MZtOrY866dEQAb0FB34OGKHGZQjwW%2FWDHA60cYFaI%2FPjpzquUqdaYGcIq%2BmLez3WLFFCtNBN2QJcrlcoELgiPku5R5dSlJFaCEqEZle1AQzAKC%2B1SotMcBNyQUFuRHRF6OlimSBgjZeTBCwLyc6A%2BP%2FoFRchXTz5ADknYJHxzrJ5pGuIKRQISU6WyKTBBjD8WozmVYWIsto1AS5rxzKlvJu4E%2FvwOiKxRtCWsDM%2BeTHUrmwrCK5BIfMzGkD%2B0Fk5LzBs0jMYXktNDblB06LMNJ09U8pzSLmo14MS0OMjcdrZ31pyQqxJJpRImlSvfYAK8inkYU52QY2FPEVsjoWewpwhRp5yAuNpkqhdb7ku9Seefl2D0B8SMTFD90xi4CSOwwZy9IKkpMtI3FmFUg3%2FkFutpQGNc3pCR7gvC4sgwbupDu3DyEN%2BW6YGLNM21jpB49irxy9BSlHrVDlnihGKHwPrbVFtc%2Bh1rVQKZduxIyojccZIIcOCmhEnC7UkY68WXKQgLi2JCDQkQWJRQuk60hZp0D3rtCTINSeY9Ej2kIKYfGxwOs4j9qMM7fYZiipzgcf7TamnehqdhsiMiCawXnz4xAbyCkLAx5EGbo3Ax1u3dUIKnTxIaxwQTHehPl3V491H0%2BbC5zgpGz7Io%2BmjdhKlPJ01EeMpM7UsRJMi1nGjmJg35i6bQBAAxjO%2FENJubU2mg3ONySEoWklCwdABETcs7ck3jgiuU9pcKKpbgn%2B3YlzV1FzIkB6pmEDOSSyDfPPlQskznctFji0kpgZjW5RZe6x9kYT4KJcXg0bNiCyif%2BpZACCyRMmYsfiKmN9tSO65F0R2OO6ytlEhY5Sj6uRKfFxw0ijJaAx%2Fk3QgnAFSq27%2F2i4GEBA%2BUvTJKK%2F9eISNvG46Em5RZfjTYLdeD8kdXHyrwId%2FDQZUaMCY4gGbke2C8vfjgV%2FY9kkRQOJIn%2FxM9INZSpiBnqX0Q9GlQPpPKAyO5y%2BW5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W%2FN6l54qOynCqD3DpWQ%2BmpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE%2B7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv%2F8lbTIkkYpqKM9VOhp65ktYk%2BQ46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI%2BejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5%2B7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu%2Bvtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%20format%28%27embedded%2Dopentype%27%29%2Curl%28data%3Aapplication%2Ffont%2Dwoff%3Bbase64%2Cd09GRgABAAAAAFuAAA8AAAAAsVwAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAABGRlRNAAABWAAAABwAAAAcbSqX3EdERUYAAAF0AAAAHwAAACABRAAET1MvMgAAAZQAAABFAAAAYGe5a4ljbWFwAAAB3AAAAsAAAAZy2q3jgWN2dCAAAAScAAAABAAAAAQAKAL4Z2FzcAAABKAAAAAIAAAACP%2F%2FAANnbHlmAAAEqAAATRcAAJSkfV3Cb2hlYWQAAFHAAAAANAAAADYFTS%2FYaGhlYQAAUfQAAAAcAAAAJApEBBFobXR4AABSEAAAAU8AAAN00scgYGxvY2EAAFNgAAACJwAAAjBv%2B5XObWF4cAAAVYgAAAAgAAAAIAFqANhuYW1lAABVqAAAAZ4AAAOisyygm3Bvc3QAAFdIAAAELQAACtG6o%2BU1d2ViZgAAW3gAAAAGAAAABsMYVFAAAAABAAAAAMw9os8AAAAA0HaBdQAAAADQdnOXeNpjYGRgYOADYgkGEGBiYGRgZBQDkixgHgMABUgASgB42mNgZulmnMDAysDCzMN0gYGBIQpCMy5hMGLaAeQDpRCACYkd6h3ux%2BDAoPD%2FP%2FOB%2FwJAdSIM1UBhRiQlCgyMADGWCwwAAAB42u2UP2hTQRzHf5ekaVPExv6JjW3fvTQ0sa3QLA5xylBLgyBx0gzSWEUaXbIoBBQyCQGHLqXUqYNdtIIgIg5FHJxEtwqtpbnfaV1E1KFaSvX5vVwGEbW6OPngk8%2FvvXfv7pt3v4SImojIDw6BViKxRgIVBaZwVdSv%2BxvXA%2BIuzqcog2cOkkvDNE8Lbqs74k64i%2B5Sf3u8Z2AnIRLbyVCyTflVSEXVoEqrrMqrgiqqsqqqWQ5xlAc5zWOc5TwXucxVnuE5HdQhHdFRHdNJndZZndeFLc%2FzsKJLQ%2FWV6BcrCdWkwspVKZVROaw0qUqqoqZZcJhdTnGGxznHBS5xhad5VhNWCuturBTXKZ3RObuS98pb9c57k6ql9rp2v1as5deb1r6s9q1GV2IrHSt73T631424YXzjgPwqt%2BRn%2BVG%2BlRvyirwsS%2FKCPCfPytPypDwhj8mjctRZd9acF86y89x55jxxHjkPnXstXfbt%2FpNjj%2FnwXW%2BcHa6%2FSYvZ7yEwbDYazDcIgoUGzY3h2HtqgUcs1AFPWKgTXrRQF7xkoQhRf7uF9hPFeyzUTTSwY6EoUUJY6AC8bSGMS4Ys1Au3WaiPSGGsMtkdGH2rzJgYHAaYjxIwQqtB1CnYkEZ9BM6ALOpROAfyqI%2FDBQudgidBETXuqRIooz4DV0AV9UV4GsyivkTEyMMmw1UYGdhkuAYjA5sMGMvIwCbDDRgZeAz1TXgcmDy3YeRhk%2BcOjCxsMjyAkYFNhscwMrDJ8BQ2886gXoaRhedQvyTSkDZ7uA6HLLQBI5vGntAbGHugTc53cMxC7%2BE4SKL%2BACOzNpk3YWTWJid%2BiRo5NXIKM3fBItAPW55FdJLY3FeHBDr90606JCIU9Jk%2BMs3%2FY%2F8L8jUq3y79bJ%2F0%2F%2BROoP4v9v%2F4%2Fmj%2Bi7HBXUd0%2FelU6IHfHt8Aj9EPGAAoAvgAAAAB%2F%2F8AAnjaxb0JfBvVtTA%2BdxaN1hltI1m2ZVuSJVneLVlSHCdy9oTEWchqtrBEJRAgCYEsQNhC2EsbWmpI2dqkQBoSYgKlpaQthVL0yusrpW77aEubfq%2Fly%2BujvJampSTW5Dvnzmi1E%2Bjr%2F%2F3%2BXmbu3Llz77nnbuece865DMu0MAy5jGtiOEZkOp8lTNeUwyLP%2FDH%2BrEH41ZTDHAtB5lkOowWMPiwayNiUwwTjE46AI5xwhFrINPXYn%2F7ENY0dbWHfZAiTZbL8ID%2FInAd5xz2NpIH4STpDGonHIJNE3OP1KG4ISaSNeBuITAyRLgIxoiEUhFAnmUpEiXSRSGqAQEw0kuyFUIb0k2gnGSApyBFi0il2SI5YLGb5MdFjXCey4mNHzQ7WwLGEdZiPPgYR64we8THZHAt%2BwnT84D%2Fx8YTpGPgheKH4CMEDVF9xBOIeP3EbQgGH29BGgpGkIxCMTCW9qUTA0Zsir%2BQUP1mt%2BP2KusevwIO6Bx%2FIaj8%2FOD5O0VNrZW2EsqZBWbO1skRiEKE0DdlKKaSVO5VAuRpqk8VQJAqY7ydxaK44YJvrO2EWjOoDBoFYzQbDNkON%2BUbiKoRkywMWWf1j4bEY2iIY1AeMgvmEz%2FkVo9v4FSc%2FaMZMrFbjl4zWLL0%2BY5FlyzNlEVYDudJohg8gPUP7kcB%2Fmn%2BG6cd%2B5PV4Q72dXCgocWJADBgUuDTwiXiGSyZo14HOEQ2lE6k0XDIEusexDzZOMXwt1Dutz%2BtqmxTvlskNWXXUQIbhaurum9GrePqm9Yaeabjkiqf%2BbUvzDOvb2Y1E%2BEX2DnemcTP%2FzLcuu7xjQXdAtjR0Lo5n4%2FHs%2FGtntMlysHt%2B29NXbH6se%2F%2FWbFcyu%2Br28H0MwzI30DYeYTLMXIA2EG8QlHpAsyS0EfEToR0a3utIxFPJ3kiIHCCrZ66b0e2xEmL1dM9YN%2FMwS5p01N5jMX%2FBLKt%2F1R83l0LyC29M6%2BiYxo%2FUNg%2FEF7c2WyyW5tYl8WnhWg2%2FhyySbD5UhnDyS7OcU0dnrFw%2BDfGdI7v4QfYIIzOMq9hFtY55gmvC7jZ2FK7sEdrn6IXBuucYhjsGdQ8z0yEbWkkczjjsE5hNAIZrPx2zOLZDmKNXcXtg7EMqidAEEWg%2BSJCBBNwxvxJfc%2FbZa%2BKKf%2BxoKZybnq5vaqpPTye7CiF%2BZFjxZ8%2F7Qij0hfOG%2FcowPA1rT1l4ymWnrKmxxqfErTVrpgwPlz1kC%2BOy8NMDz6c%2BIO38K%2Fx0xkPnLW8Kx6qGAoQdL%2BTD9V9rb%2B%2Fctn%2F%2Ftrxz8dUrZrD%2Fzk%2FferF0cNt1BzctmX2FZPXt%2FjnFCQNz4Ah%2FiKllGiCMs1w5Lkg0kiEwj6VTXCDKsX9rMpnvIj9pcDecXAIXMnqn2dTUbN6w0XQ9ue6FV%2FnnXCH7S3lPWGltVcLsH75ub3ab7A8M28caNrIeOr3o5Q0yFsYL80xaa0EY%2FUEczV7icUMY5pnelAkmUAXmHYjvFWFGxuqlSaow3OM%2B%2FiYY7%2Fl%2FhVELF4EjRqNR%2FbvRbOY%2BDUGzGR%2FOh3EqmE%2FugIQQguGt%2FeMYz%2F%2BL0cimjeZfQDI3phXMbMQsqH%2BCjwVz%2Fhf4idHovgVmB8gLvjbicDcC%2FNypP536E%2F9N%2FpuMibExdohBmNwyiaZdJGoigos7GpF222xrfnZhML%2F7Z%2BylaqP63Hr%2Bm7bdUkQ6%2F2cXqdfmvwixY%2Bs2ksXFeXcE%2BiX0Z%2BIow76DBNgjJ7TOdUK18iPsPflfQD%2BDPsZG2Aj9VmKMMJ4fYRrhIaxhTDR0Elh2vA6h%2FAE6xUb29mj3sjmL72petXjejPy%2Boel60M99tFduCI59N3221xe7apOvxs6aHs7vab1IqY2tv7q2xsHeHGml%2FcV06u%2F8S%2FxTjJ%2BJYc0bWEX0ukW6YmIbGkJRMdjJ9mYIH5QIdJF4hvRGyK7cC7ctImQRcUET99fGXOoft35GYLMQu%2Bg2smnkgZUrH8AL%2F9Si217IssJ916nv14ZrJrvdxLkQvrvtBcjgPC0NXOicO8Qf4mcxPqh3hgUw3DDfdvLJXngg7N3dN2zbPJSaed3OfZnMU7dvmznp3C3bruO%2BNmue0LFsy7S%2B6265%2BfCKFYdvvuW6vmlblnUI8xCXp37CrOZv4B9gauDBlYp7adcUXB5DNCwYImlXOJJKkAdvExXxVvKEYnCo%2B3eIskP9qrrfIYs71CccBjfXRC52udTHHdaP1A1ui%2FVvH1otbrLrpNXBsGX5B89QghDyimlvNB2KfkxZ5C9%2Fem3%2Bd1%2Bd%2F%2FIfFp2%2B2Oxn%2Fs%2B9n%2F79p39S3s8idN6g0yZObwJOgKUpNB3GyU0Ls0PbRzIRq4lcarLKOJBkLRzJQD4j2090XrbA7DW8K3jNF5hlGS5e4V2D17zgss4T20egOJte5iD0bReM9yjTxnQxCRj3c5kFzGJmGbNKmwGw39IJDJcXJZGMkaAB4jyJAKw0jt5IAuIE%2BA%2BU3cVAZZrq9zhDyBrU8oosuxcGNTzCKJfla7JjNVmuSb%2F%2BtuzN2H%2BX4vlB%2BPpdfMXXmuVsNiub1T34SFbjYw5itEvVi0K0Nt9pNJUMI7SLGRhf2xipfCYf8z5OdlGKayOucFeVPeS%2Fdbo3lBrbSMmwUiQN5%2Fed7g0Ds1s17IuZC5kNzM3MZ6EWCa0DtekdJfAxz%2BR%2FOX28sND7yRMTBcf%2B%2Bs8mQCQWHya4qBv%2FufeMoWyslPA9DtMxUknxkH%2FyfTnm2CMYzs%2BCq3r7PxY%2FMXomrvTEsRpfEGHa%2BWN8E1AHjElb7d06ddA7oK%2F%2B5Mdsv9EtPms0jv0Z5kf1FqPxWdFtfFr0kHfgDX0Y%2B5PRSG7RUj0tQr7rmfX8DH4G5W28kKeJLtmQsQkuwMP1pk16EV4sl7vrMJATfyUWo%2FGwEco4rh4XFQgaiUX9qxZHrMQqKnz%2Fc2d8b9TysYrAuXpP%2FRf%2FGr8b1qwwc5a%2BeuLa6S6sneNXToG2XrEJi4R5SGs8Sq2S3d97bsfCRaTdaLwKClRHt37mkudvXbjwVrLhuYeGhh56bvfQkHpk2CwvwClqgWwuBfndC3c8dwmstj81KkagcUgbfPY8Zje0W%2F82VPWJHmSq6pP8hPWpotc%2FEexDOK3qU%2BwngPhOCiO9MJRm8TJefjelrzoKnG2Bn%2B1NCUmPE4gHFmBN9jrTigRIpsACrc9Gstg58ULkp9467%2BGf%2FeFnD5%2F31lNrt2967dhrm7bzI%2BVT5m%2BfzKhvf2MzpICEm79Bopkn07lt1762adNr127LwVqQLdJ5%2BlpQDcvHPQtVY5knhYrK6q8%2FJsiP6EuhGZdFdaNszjvpqvc%2BPI0CdjN0AXsFOC3ZfALDJwr4q2Xq%2BGF%2BGNbsxUg5NLLIEXi8otcDQcUts0D8eQ1iVDRAMBTsYiNdRIxE09EIBJO9A2xqgERTaW86BUFn0OD2xFO97FAgFhF6OoQ7prYt4XwSeUgQHiJyDbeke9IdQntciLQ1FlJMaYcUNvZBg%2BFB1ubjlnRNvl3o6IEU2w7fdNPhm%2Fhh%2BFLysUu6%2B%2BDLHkOkrSHYEjH0tEPe7WdD3uyDgvAgK%2Fm4szFFR7ch0toUgBTdWHr7EpaWru6%2B6dmbbnqWEbV2EtxAsXiZAPTtGPSbHsotI2leoM8TePEqgSQprs7AGFf8kuOkPdZPXGb55POAW1d%2FjLST9v5YflasP6v%2FCO7%2BGNAPC2BMZWmsOjp2NNbfHwMCJD%2BLPVL%2BD%2FOYlWEEI%2F9jpPddOFkB5d1GSuKZYggmCCd7JUxD7EXAzxyirYnNDLdDZoFdx14kivkvGc3579Jm36reTTvDgBnaO6vzyQ6chQmlsMoIkIQ2%2BbBDWBud1Va4pcCn8CPqxlh%2FfgtG8IPaPH8C5wk6%2FnZDv69jurV5QhtwE0x2iqOsj9Mx8B9%2F0EaUdiPfOYYDCi%2Fq9jhWRuupMDEU0%2BCtX0sDFxv07T%2FK5niBPqN9%2BtQjgEc31NGCXFeMcCEuQBIc%2FBK4CO78u7EPYvl3yaEfK3vcb6qP1R2tI7vUjVDDUdKubsSrNjYKY1qBEa2P50SJoaXiksIoLiCwnxS6EBuBde87botNfdEWwYvF%2FR0%2Fu5yCqhGeEOR2ynSeyXjt6ka7neyye8kryBSWE52y%2BRBgogrXPZ8E1yIHoHIFUM%2BAbJhE7lbMtt8ApL%2BxmZW7PwbjAO0fAVoXQOuiSP%2FksIVdFZ0aulsamKUzwPZ%2FNYDMJRBPCxsBqLzqHyneXF6Ej9HlIFo7%2Bpg%2BjUb3unRmGpstGkm6etOuDBGA5wCMefp1gTHcdZlvPBXlOslvYTp1cd8UjYLVd%2FJ5awNrIOKLnIt9MD9qdrKrWCvA6ALm3QV9VrsPm60Q7%2BRHJHP%2B2hqfugo%2FMvI2H%2Fmqr4b9tFnKSRY1Y5Ek80Nm%2FWIhr1ikKnxGz9TWXrokf9xwujfvcOTtNTWnxd0F37Y2W79tteBqZ4G5qLCuomw%2BnSr28QESCRVLTyYKILGJOPfcnaIFOsewhRdvv%2BrWa%2FWih0vlbX6Zb75T5C0qNKVFvH1QL%2FvazSWgC2s6oWXXIuUxQelKiJbowuJDQViatLmLijg9CQBMg8WiPgiw3LEeYRmm5f%2BXdnvkDnxLLjMLxtvX74C3OlwPQqx4xwIdpPx38LrlDphiyWUWHWKAzzxurS%2FxTo%2BP5wGFak62ap1PVFFN4v%2Fy%2BxuR39WnIO7lsWfwgVsK17wxrs9K8ltIKuhkw7f%2F6dhK6gQokFKhWX3urrjk%2FrnI0pgfpGMeuQIUaEM7%2BGF5q2iMkCaMQwxxOzcvU0eXbsnS9XknXvP7Gtw5dwPXlFu2ecvSHEZgNDsU6x%2FGdXBYXyOQjzZReSedeEPY6nEv9gJR4oBQJtFO6Kd0fwC6BO4LNHDeBujB6dSNcUQC9zIv2LnAzGk99bUDrdFY%2B9yGFQtEo0GQPNv6vS2drj4%2B1jHbv3aJSMUWP%2BQTZrmbNTjU8wyG%2FiXNNpskybLcJ3CiTF5Ir%2BJYzmJwE0mSVhlxbtbmvweB3ulB6Til5UuUZydpgiFVeobhU0WaBqpJ198d%2B%2FXeNRTZ9%2F1OPfG7%2B2hwzd5W3D%2BhmyjsRcUg%2F%2BCavb%2B%2BVh2ls3L7zT%2FetOnHNxeerv313vzLVqPai4nJv%2BK1FC6040%2F4udw7sAb3laSg0XCkAAs0npBO6VJabS4Elk%2FU%2BD4gTXW%2Bj0wnrMlqNamq4tMIYB87tE10i0FR3LZNhJsb7%2FR561btmes8YBCRkhYNByRtKd55mqTas9FYhJnbRGHuOh3M4QTdgQSqmgRxuzGdSvZGcbMxNQGk5C3ebLjoXIOFM4l%2BWKHmLTJwRv9E8GWJ6dYvf%2FFmEyEGr%2Bgyrr1p5zrgkz0Cw2j94Hv8Jdx7dIVegBSNtgsqGsRQEYiIBoXwD0LNvQ5d7s5Z00QzwNhqZA0b%2BtMG1tQq5nd84uq8R0zPvX35G8uRaze4jcOHzz0w1%2BQ2BIRvf6J6Kgatnrbiem%2BCFvAxfkrndzD9MFPP1GWTUHclpASUkCNAQkpCCcCgDSUDAhDZ%2BCuEkgn8J7i9nMA7pA4lISappxILKfAeSAbIcSDuN2bJcfZILqeO5rLs0MnngSHYRdrHjmaz7JEsEPw51ZqDJDmUIOZIe34WaQeegNsJn1qz8AIpT3yCjyEih%2FxELkuJ0lEMYTLVCiWpo5oYMleMH6USyYJcD%2BuOe%2BkWKpn1Qns34iyYDjkSLvgnZXcgVQNeqINXr48m3iS7cjm8tedyY0f1QvTnHHdsrKby%2F%2BSSbPY8%2FNH6vpl%2FEsq3Ae4ZU1HC44KFiI9o7CEgab%2FRqHbj7s5KAg06s39ZP%2FzxI%2FmVuF%2FTbTSy%2B3Fb8If9%2Fcv7%2Bwt91yy8RfP1QXtW5RzQn7qIiZyuFM5QfJ5E9uVnqT85TanFx0lkP3ukBAMprvsRyi%2FC8NAJL1xbIIirSvnSj4O5netb4JxmNANHPssHAcHMHsFRgEug816gDBeMbdfiuRcghqYcm0%2BXxx%2F5IAEtN3fqFF3LzAXqwoT0PN0OVTNqxo8sxMkd5Ig6k79Zk7VxxX6gMLOZFQgvpW2RrMW1D0BDihaXQ9wVRoBxPLfpknmkeMtoB%2FqM9cRc9IqmMD2XUmdZ7GSRKPUZvChf8BoykriM2MnKYbOHX8R7cLdNCxSFFVQqoYswnlWtlFS2mNkhswVpZiQW1J%2FUKFfipHGlUkM6UKBhMz1istELIHJLMSctu3ugzfaVSOjKvUgc%2FTHK4Sdg2Wscz69leKIkkrwuuWiOe9yGYKQXRumkC3qbRcMwrvhjNXgdZk3RxAUEhuSPvn3nnd%2B%2BU%2F3vlVOmrJzCD8JLxV1OHRjrZifbcFDOuRNTGqdgQm1tSNJ2OcQ04YiEXuxtII1ECSQRoQGYioEsgCfchB4ghAtw7FfJre4WZ9hkVi9MtjuWqtdNDlpMrfEG9fOT6q21okg%2Be4As38MfGquNt7oUws6Ysarj1%2FefE%2Byst86YUVNvDdts3Pv5c8m%2FaP0C%2Bf8%2FQb%2BIMnGq09BgwN01oIOAnAdagI8mBSrqk1gxTDUBOtk2ousEtBH2z4Ir2d3f6k8PXXVlt2qN9RODxRuoJT%2Fv27wm09jRYVc%2Fe%2B%2Biyx2tyzJb%2Fn3J0htXP87eSsQaf2Ly0s6Zmxela88REy1cf4273mI3iXNJ7KxrZibOm9xm6rl4fqy%2Ft27smU8tOfdW2ucBzg2UfmOIVyLIl3kpYlwphDISTXJXsctmiDtN7fNV6zelgxwnWxsVr83Aj%2FS5ki1jL%2Fa0GC6%2B2L6Um%2BaoddlNFuj%2BbJ8mH%2FiaLh8I0%2FU51NspIEfq0dohwyFXKgm4NggwQ4rRhCOUFtxxo8XnitT4cnGfT93IS8FaT85XE3H5LMY4zIEPL1hw443wz%2B1UmhTJyJGxZzw%2BwsKkKZgUiVtKOKMEb2AKHTv61FNc01PQFwKnvsZ%2F9pPA4RKTASWahmh%2B8MxwzHxKy74IRn5LGRjsPUUwTu64UYNY38caqd7HKucZ%2FtHnODtENw%2F2UfHRMaq1UUPDJQ0OKkWCeet5fYOhII1VRz8%2B%2FElg5j4Gxur3J8o2PJ4rg%2B2d08T%2FfwEzSVbyZ9XPro95T477lRKqUSRXQnauHNsISAl27oWi6Fv9z48JMv8r%2FaMMj8onCP%2FDuDZOuN%2BGPPr%2F%2Bp7bx%2B7JlbYdppcNhzKU%2F1Px5aiaGDn%2Fs1iGMaBcleKUo%2Fv9rcxkZj7DBEKOfrayytXNLYiUdBY%2BpleQXdnscKlQcpzuWluxsieeyuXIK6SdxozitWyGOV3vOHHjguyCQ6fpIYy2JwvrQEF%2FQa9Pdf%2FQqOSqCiE%2FEE1%2FXIVKTc2tzWbHnimrEd%2BVyz311Ml3P0GVTj7PD5aDnsvCvH36alEaPMePcMegXs7x8igTu4B9v7G9vTHvhCu%2FkzIdx%2BBxC0ay9zRSvoS0F2lIxI%2BX7klU63I40gLQ3w5ep5na%2BSFnba3z5D64zv%2BQtM4n4ffG3tq4aNHGRfxgrXPMim%2B5487abL7xhdseIRn1KDl%2B7aINixdv0OD%2BJSPwKf5%2BxoP6aiTeQIDVlIhMcL1H5R9PYXvprs3fv2bO7MOplCmweuiq2JRZ1zz%2B9a%2Fv2PH1Hfz9236w%2BZrPXvWfAxlj4NLLHpq3c%2FPQ3uvmvbrjG7fe%2Bo2y%2FcLdtE6VUlXi0ASb1VLUBVSUWSU4HdvAraTyS8xzM8NxvxFkXV6pUVRiJwcgC5zEeht4rwcp7ki0k41G0qlQhG1Vzlq8alEmnFi58caB5Q9vn988MLhqyVlHvLEWjtQFeupdiocF%2FtkkOGPW2ibWaBTkeZ%2FdvPWazXfOnnvL6jkRXpi85sFzZt%2B55ZptW3bl1cCCHZPD06MhySha7UFzjcjbp8fOecFCirzAG%2FyVjBX6OFIaadSjQq1nNhyIe8tVbaaSdHlXIWKacMeuZA1uxS95zILhyrxAdsXTL6m7kNQlx2P9uZf2qhufePFFbpI6%2FOU0WcP99RrCsrwseVot5mtytpf6Y0gm9sdeyKnPQ7onyK4nXlR%2Frg7H95M1upzu89DH6pgUcikoiihJ6NJKmRxV1x%2BMJiOA3YwhDRQrWU0u%2F0rvq0VYXnyCwsLeTJYBq3dAtJDavuzyoVpzZ99Z0%2Ba0uoiFH%2FxcqgDR7rUFeOrUn6Cywb8ZeNMbhLV5ugP9l0zv9UN5b5mFkjzxUcpPJCn3V402pRxtJd2GrnLdhtVk9ZSZh9W91fCSH5B7ofxPiWL%2Bj3D%2FuwhBRdyAyozeZwvQzs79soi%2BBKSnafLviZCcfrpBpLyimfLfTyJtbyruIQKD01tUwJyKEo%2FybaxkSNFUMdMkhQoJyRBQFhnUkDQSXhTM%2B3NmY0EDM7ffLIjqWEGt8lCO6mLia3PukFnghosJD5p5SIho%2FVDkzQfLE%2BIrYoJXkD19pdP7OwG%2FvoIUtagiWiZ4PAFTHHlTVhRZ7dYmPar%2BNJ%2B8JhmR6DFK5DV1foHoLNO%2FpHrvZfmWZ15RQlwvoVDKhCWNK3CCch9lfFBuAqUgpFSShmNaPj%2Bi5%2B%2BWZfKeViJfW5HnUakVL4UCNVkA4%2BETfIqx4B5xSaP2L1yn0zn2ltPn4%2BOqZGmwwEVCaCSqG53ldtL1oLGAhdMLd09MpCCF6tD6ZnAZBY9hDaYsP0jzZ0j5ZjKsF4i1UmLuhbJMCnYJPt5VwFNvmZawXjEvLJqIH8STonZjq7BZ8gKgR20C9MDFqJAX1H64QW2NEup6qgzLP8cvppL%2FNNTOBTCJABOHeWoXzLhw4Wuy7gaBtjKr9kgKq8ZlRYBS32Lpxc8vIhpNDTfyNXWybMJbn2RyQ5EmWc2QF9wmSZ0KYCE%2BcPuYO6b15Uotj2Kd4MItLS7gtFbkTdrFND6pvEZqv5Yv7jXAus7Pg7avo7KDot50NX3CPkP%2BKps8J9%2F3mGQIteY%2FLGPC%2BL7872SPR2br5fy8MtKBMHedGuM28%2FMZmPJMrGgi3Gb1S%2BSi1%2FL%2FzrZwO9XH1ce%2Fz7ZQ1WSoY%2F%2BpMb5FT4ua0Wm%2BJf%2F298nFmChEQ%2BTi71est4mq9VYI6RsymoRJKYidElT2FGnDTZvqtfhGAFTbeqEw68GqtfmbVa%2F1IFO1%2FjdWr%2F8BDRRtQh9XNjubEm4aWVpVonpTGR7PVGc%2BKJNoBIWF7kYi4gUV3r1U6723i6TxUl3n3%2FtM27aZfKb7THiHW9VzFSwHJ05VfK6Ar7kaB0XgPPE0BSkSFKsBUpaLihEWoA9wBt8qirh2VSOkZwXEwyrxZ5jyt2rJmSo9gX7cg6jsEUGJU9z9xJPOEM3uQQxKgkh35DNATnVyrmJ3mbCNyIB%2Fyox4wH1bg2DwN7q9kov4pFqny8oSm3RQbGgJ1QQTs6ZMLilOVYJ9v6Wha3HcJ9jddsXp9YhGUXLXt%2FqMDnvLpPNTXfNa60z5%2FyjXQOMq%2BlNmwh5egpYrdfZQZV9rI47xlRkuyTjpzsmCBSWNkAXVoK8sgYWqQJWbo1RLo6QH0YW6pxqfCnRgkd%2BRiFjUQUQ7poIaYoakgXxwFd9BuuI38H1xBxXSFb%2FpBDIKQFn7YB3dB36l7sG1FLaKiBdp1KxLvfswap%2F30lnVESgNnvjbUoT6w9N%2BXoio0qcYOIM%2Bheg940YimsucQVvli9NEcft2UZwGQwLuilj1fFr1i3NP94X%2BPE7Hpvtj6lBJfJ4R6NvWiaL6MgzWHxiN66DExa%2BdAdAbMYX6HVF8A%2B7rjEZIXAVbDe7PVI9rmN69JOLV1DOSvRPxWNPZBZf%2FNf%2BNy65BhYxxxV%2B77XJ2wfQ389%2FIQPgajXbwMsuAz%2F0IaQcXJavKbRqR2IqyZruXjVC2%2Bhdee%2F5vdnYOedpmVtR3NGXldxSzDSIiBVpkGb9by89UpEPKrSLZmyFDzMab%2FwXl2CNe7s%2FqCtTvWgG5kpBmCBlSzDS%2Fr8N4uwBwohRW63JTS1y32f0TQsPfXVGEHQrV8%2FNCfiOUVirYcBbIeA2%2BiF68rQIo3B%2FS628vYESr79ehzS7Q9LEL9UXmik9XVHb1yBO3Ngvt5935%2Bk1efkV51mzzrM0LL3%2F20avnwMeKuWyOUZg2TasSqZ%2BKcZQiOn1Iu2Vh497ALUVZiCKt%2Fgh6IvTIj1ZLRjWAkpHKOKovNwp00eqPROiAbiNEKieXwMLcXhVJ1%2FuzmLP4tfxaHR59cBdJVG1kTAgl9ze9QKUEQ946Hkb%2BokJ5JRDyf54Axur1D%2BWS49cLr0tTPEu7UmXrxcSr3XNvumv4yXzInXKH4F7Tc7p17Zt%2Bt%2FqW2%2B93k063X7VW6lALxTY7i1nBXMxcxmzQbabxz%2BtJo%2BwijYaIGMNS8AoSMgAPt84DdHOoMPfjXhF%2BkuH1tZvuFQrRCN07xGcXRX9MYxYchDe5BcHj%2BZ4i%2B42WyPc8Xofi7bbZJN5nJLJ5qr6IqRtzqNlM17SpFsnkEyTWoABEjz4JXOQvzWYuwdnV5LNGOwTM5v9r4RpQ8ZXsYodks3o31JBlzbYtNotisnm22MxiwGFXam5oN1n0TA%2FhRvshvTSDwHff4nNzRo9Dum6PaJbMXzDz%2Bx%2BFkj4L4bFNBb1asqsgH7Dyh4DvbkPtf5yMDKzEwyoaESMSNS9P9gJVA3%2FRTlwoMwZvxECFWxIPNw9gi01nOHjP32esZTtmXHnxvZd8ZtakqQ7ekajbXetpNa6ocTVxJtY%2BuSe69OLz77zh5bDR3xjZMzUz6fxrz1nqrZGcHQHfPVefN%2BfiK86LeXj%2BSc5lPKy%2Bk%2FvCUI%2FDaLFYCWHr6nbXuILTIsb5imNKY%2FrCm28fSMxPhkN1XbNMNZGuqwOBhtTSxWuTk6bw0ZaG86b1hKddePOKuBvmiguYBn4T%2FyOqOyGRBt7bKUI1GjioBC8aUKwF7Q319UgcmtFGIzCJGBqwQij0ynDsfdFGc3TS3BlNfJ25xmzniMkpXXTPvCaD3ZaZvyzjmZdudBostmhb0ORZNN2sJBeed1HXkrUsywueQH%2BL0eCPxmsa5ZpgRJSDZ11yDv%2Bjmbd86vxZfc1WcZJ3UkMq1BOOOVtvu%2F%2BpB%2Ben186d3GTwWAw2jheaJs09%2F%2BLNfZft37DALyrNj1wABMuUKbODyTVnT%2FKYbJ3Tpq8IrNh92dkxOj5P%2FYpZx4%2FycyiVcDYdn4JbEoKdQi9054iBKsygLW46FRGxAb0NPNCm8BSNCPjoKcj6EAus4SuP3rB%2BcV99%2FeTF6294dA8%2BTK6v74MHVpYNRt%2FI30e8QGTOOdfGWzzxcy%2B87a7bLjw37rHw1nPzp0KyyRSeZO%2BQQhInt3dYgvycjrPOv%2BT8s1rptaP84VeywdWX2T4ysr0%2F7TLIs6%2Bx9zib56ye1dM9e%2FXsZmePY3NDs9zlnNVt4%2BWgHJbbz3Livg4P9WWgviOMm4kCRT6I8vw0NbUUEnFvOuFKoxQW1gTsvFirsF5pb7qTUCx4i7VmtToveaDxvK9uOaedVvPRpVOnNz0Q6bry7uiSdQ8t7Vy4JQKVS%2BXPplV2ts4bvCwZu%2BKzgITtxepaPRzWdpv74muvv6RO0SorX6cu%2FdqKn%2FXWnrtp%2FZragz13DUCl5myiFW2Ycvb0PtsXnU%2Btx8pvLFbUspLX68mdegwmOif%2FNPDONajTGoUh6tU56HBJCTBASVvNUB5VIiKpc9kd7kludodSFz7xQbiOmMk5dOYk56gzL6uaf7N8a6MQOHm0ae6snZpFDfuT3%2FjdYzjzwkXXIVHoXNuCfQslQZqBZjTsoHMqrkE4jaYdgkGz2ATOgB3cPkSukD01DnV3ttb1wx%2B6arPqbkcNAHoFPzKUUQ%2BqL0k97pjbZv1I%2FegC9zTFbrrlFpNdmea%2BgIgfWW3wqkcis8ky5FAcRd1If5nNZrl2FFpungc8wpoCl1BpQV%2FScS%2BzjlASyUTVv%2FAJ46gkJI4bHX4lTnloctxPZE1ckS3%2BjG2fKIjkQFyzuo8jvYQG1OrGvJPSTu%2FnSp9PHNTl4z5hK%2F8gtXVKF6gEKiglgcKiRlCESsQCV5QIlKWKpr34lt%2FwkSx%2FJCmP5%2FcBKQfl%2F5gd%2BrOS%2F%2Bp91%2F%2BYCg5CXK2W4M9fu%2B%2F6xxX%2BvnelVuldIDCG0VQTpU9Dw4pRfei%2B6zWx0MLie0gPbyrkmRU7OwT16JGeyXLHqOLqAfVN1GPlBzWtFNzj0TRTCjogtP1NjIvu5habN5Aoa1k66wGpqriVetJgiGdwDZtKhnN0y4n9sXYnsqGmZfDSR15%2B5NLBlhoDaedEm7sxmpqRija6ZEEg2EAnTiAC8IrmFbGz1q08P9PSkjl%2F5bqzYqT9hMmptEXDgTqP3Wiye%2BsD4Wir4jCeoHbbp5hRfpB7BakUIppIlPCD30dR1GtslDz8OsqbXmejFC%2Fv8wu5X2myq7SJ8Avzv9DFUJySf5uNvq4%2BTi7W9D%2FOZrLChdwxmPNiBRqVjnpK%2FaGxRCDspVYKAW9AN1JANoo8wP4BJUlGqdgw6m1qPQ2QW3%2BOfU5%2FieLS%2FNuKpDU3uf8bcAXyBal5jMR2NEAbPAZt0K3hvxHBEDlUxfIGcD%2BN2gNSNx36nfqlAYow0puatNpRz0e4W2oahKzQHsjf2c16ad%2F3t2KTtPobnX6D8C8pd0MDP%2BKx7wnXqGGlLQcvikMErm6TmfsuxJXbSAxqNjOogJLQBLiKEHAE%2BJGTS3JoEhTrz8%2FCB%2B5YlupJ58aOat8Kv4JvregxwcU5Cp8GFAFm1FyOfto6GS2m1NGTS6CPNKkbsTdCBlnN9onMho55BX8IJZtEQ35lk%2BhtwN5A0V3RCPoD%2FyXAcv6pAtbZczRUA64JmcUf4q7Q89ZHLeJVZ5D1Ps%2Ft%2B0iCT3AHVtZC7JDCXfR7OSb%2FXja5H3zQbZL1B%2BULX1BMTEk3AseSpmnKEK4T9ekMIidUCRQFfcbj7z8gNLvzF7mbhQN8h6ZbRset%2BnQWdS%2FZX3k7WpS8P9sfo0iGS64wV516pOhjI6TZ2dApgI5%2BLhxywYoWxKUrykKJsIoDsR4mSrCTg0egMPnLW%2F3Q5Nn8BZEuzqEI7HK3n0%2BzFmuO3TtWQ5WJoG9YqCD6Gc32SxnbnVPfsxvrFXK2dILl7bLthDp6glhcsfp4bYvbSmj%2FmQ94uBTw0E73x2jbNRCvC6VL6GCFDwU7eWQDcC5FY5s0slieRDwtAbRsbLXbaXAuu14e2OJw1dc6jQ3ZdY8v7rv2%2FBWZLqvFWVvvcmwZkK9f5jS4muO9yR5res4kfkRxhV03L1RfPOiPtYi8pd7jNEsOpyTwxpaY%2FyCZu%2FAmd5Or9uS3DYaeqVOhH7gZN%2F8I%2Fwi1fEuLXvyNivibjuKvN%2B1Nc01HF%2F3h%2Bef%2FsOhox8MPd5SFucPjorQwXT%2BytA8EmA5mamHNFDVhBI5pjZbQpugBNkO8MvRub8KVDKST1Wag7D3xlin1ZF7LFP%2F79nbvCXFOY%2BPUjrT7%2FotsPXXZ4exdPzuhZuL5LUXVAn7k7PbhG89uz3b41X01gbjP1xwlu5rrvvf9%2Bpbs6E%2FVu7Nk642%2FPYRaAiUBdrmO6CDTBLPQFA1ur0uXoBR1INDMkypKpoTqnSMx5GiEdTEaSHLs0Alvu%2F19%2F5QW9Rv1U1ridT22i%2B53pzumbs%2BXFFXYC%2B%2BCGsTj5JUT%2FGCgRt3n78i2n71FHG4%2Fu6X%2B%2B9%2Braya7os3ZbDmgWfXun44e%2Bu2NZKuGZ0HiF8M4TlMPR%2BEU6rPKRJ8wOU2RFUFLex3egEsz3YqEAq0cqhAAW19dBZIlVzR61tuIdTnpXH7l%2BuXrbjPUyep%2B8cl6aXKWhPHpDcXl9KiTWDNr4mBQc8Tq%2BNzK%2FOKSbsfl79o9G20R%2BbrBXYvUg0rLHhtrc4TN81TTOWSZ0gL1ZVlOYH2ery%2F7XVUjFMbzYpg7UswcqJPQwBd0LKLabJ8IaCr2otcjSkIrGwootKECaUd4XH1%2BSdazRrfddkBU98t1htvWrbjqSqjaCguxrffM%2F5zDCpBALUycmajhd%2BR6ww4SWafuZ5eU%2BtPid4lgd3gt%2Bb%2FY9rQoZNmiXYPXyRHbRs8zX%2Ff4WIFjWZJtUdSD55AP3xtXH%2BZipC0EqdBGDA4CoYEU6gRLGPU11QhkLTBiEYPiqOeQgwTCl9aok1Qr5pFf71qEeNxjy%2F8F0GoqYPv75Yh9j3x4DuJ%2BuEzHRpAq2lMqb%2BqfTdiq6kGtzfOWsv0c7lSeMXDHBDe1MT%2BLUgx0Pg%2Fp87u2UicdIvqQi8DkxhcUwUXCedMpb4NQjwY3npTmgsURJavLwCRyEcN2HfWsDVGfv%2Fu9ZUWUx%2BPYFueUKwaNvbtu%2BXps3eVWbN1GcgVrdMnWJ7WmJz9SD66EBidag0NF1Ukep0t5A7sFCWdhzvYwHv6L%2FBehXuHqfaBwBEU7hfVLcXvS4VQv%2BT%2FvaSIl7cbeMc7ekv9i8S3e1L5xxpvMGcu1EYPbKyCiijjGXcDKckm43PqU2qNWlXusZMiqF82cuVzolUHN9NNR0HZPxFPV9V0wLtvq%2Bk4DqOwVWDlzuQLVdqFiP08cRX7aRlBVfR8cb55bWe5LExnlcsDp1vAP8Q9BucPMk1Ulh4GnN0SAdxcNHv3q9ohx1Ati4S%2FtkWjIDe3hQdkUGrGRaFBiUdiTSkI41UkMuuQHP%2BEaSQYlPQTFWJF03BNPpTu5KFAdkWgDukzsZKMG0Q1TAQQglScOaP%2FdsZ8%2BfP75D%2F9Uu5Gs3FY%2F2SxPld0DHOciXI9gqjcEidXjE%2B3BLosy0OcX3T7O5g65ROGyzQ2BZs7WbZVnO5ydLe32hMwTQ4wnnKXW6XW5LAa7oaXOIHoUl0FgLQLH2by8wSTWeAx2Y5PDazK3BqZbeJZwXGPaYhX87ZNszoDdaRxotXO1nNlpdvAPFWHDm8PqEE0sZxDEqGzxisFNnuCWetPcGrObN0p23tTZwMuRVodSV8%2BLTrOV3eRvzjQZiSjaLYS1WEJe0kNsJlZu9LFun7%2B%2BwW4gRDRbaxw2nrOGm%2BxOj9cmtbp9ZqeTM1m8UXfQQCSTVSQox6pvtjot%2FFpHvIUjJovFEoYvHYV9C5Y%2FxN9OfcalvII37UEhTbTg%2FAQIaPb4Vz6j5u8%2FaViycMod%2FfkDcpu8QZbZoeBi%2FvbzP3XPsZvOubMtaPHkD9jt6%2BU2O7vqU%2F9C9SMvgrXpQNG%2FE0oJxun%2BCiElUa0IKQSUwERxOntKSV7ekcuh9VBZBBo3VUcB58ofKBHCwLyf9qFosz9Ibf8dGqwaBMjRig4SGOZ2UkWI7UiO9OfUPdxOYFApUZyfpY7mgEc5rtNGGk2H1lPhAk1Hp%2FVAMqQEHEUfEYkkUQq1JMdzsX7kklRrTrUi1wMcDjmu1YYfATj7Y%2BpGpPEBXuoQIj8rR9mgCl4C9yqmF7xnVWxGVniNqtpVmXBvQ6iwni5YQ8a1jYrXtc2J13HvgkvqWxuva1sbr%2BP2S5ceKGyBwDv2DbrToe1u6BkAJV7xnVLUaq0sJB8pFqcUIPi3yuwxi4JuLr%2BP30f3OkPQ72aO0xYo3%2FEsmO3QO5qEF8S0qQH0UsKXv0brnl9%2B8M7jF174%2BDsfvPOl1au%2FRL5%2F9DsbNnwHL2pHR1NTRxMZhJtHktOOxLxErPF6YlLvpC9YP73x%2B4ofw%2B3xVdrHcDE0dQQCmCRgvt9b35xINDf1CDcRSfJ%2BpYl%2BSf8YcurfmXP5F%2Fkj6J82jNsrkWiEuhVlgFfyNkB3S5MUzLhoNiwSCYcxQ7Ui4J0Xh7fmqRbaPa1tzujxkBRlsEHy0%2FOM4pYLPb7g9O6BQJN6l9zQ0OGyCaZz0vMTbHOzXfQ7a2tsterTcqxeInODoemdktw%2B1SbVhKwtW9ffe8VKadK0OVuC3bWzyKm5LeddsWTeorWyY9IMtUFutdu5g%2BRn533qkocdvLs2HmhU75br%2FMmWtD8zA3OP2t1ea636jEzqYxJZGAwFiDEd61oTsrRuW3%2F3pYNi3bS%2BRd%2BGjOfVpAPNd6y64Gsz1GaZleWIPoYL%2Fv9mTeQBENVEguiF1aC4YeXxFETw6QyPfn0m9g8IrMFAvKM1EI11DARnbqibHk%2FIojy5rSdgCyZi06y8sS024PeuO4MfwQ5Y9yKRZCqyYaF30vzeHlmUprR21tR0t0yz8KZY66zWuGvxVQB%2F36kP%2BK38t2Hu6NQ9SFJfw0AdpqPEK2qTMpf2VCqJwqPoJezTL824b8akoL%2Bx03nhh%2BoNo5e77psxg9Q5LzebIKD%2BfsY34f2MtB9fk9v5b8PT6tYrgv4kRPwd0q9z3gdJSJ0653KjCYPwCaR5aUY63eW48O%2Fkdo33yxX9wCiMv2QTrk8eGSI6Ag6moG9t2P%2FF7GRNlDjl0gw7pJ5aOXXqyqn8SENnXBmbSwUYLyqJjv3UmY1nKr4t80no0faXsaIEiF%2FBRaIBnItSce4OUif7W6Vm9T9H1X9Vj71BEm%2BRdmIJQST%2FZfVdudUvh9S%2FqqNvqT98g9SQ3lHibZY0mRVHooyDN%2FFHmTgzjdozKw28NwQ0hwN6BCoPKaEk3YtKwNhwRLXuk076CGoZNXDQcRwZvreTZY9EZi%2Bd0s4%2Bztv8iei04JQl6ZbDD2eHV7X4uHuFVfPrOmcs6m6Kr7hssr%2B1VZFcEZ%2FPdJkn1hOs8SXS%2FNFFgqt94PIZzZ3tdaL6Q5vo6piSzdy737pwsX1VyxUrF15iJ4uNkq%2Brbyg1Z%2BO8VsNC1UmcvORPRfxtPrfRwL2p%2FoA1eZp6Z%2FaGffoewaXcA%2FxBlKlQLfhQL%2FoPgBGP3qsA7IQS8qDVNswHKRSheDUvA3Q7MZoRcJMxlEygujn1QdyzfPfq3dEp%2FbXh5e5YXW2Ngfvza0ZF6UgFL%2FE0fTq4LBlvTE2qb%2FKuuzYSXVnjTfM1osvqMHVbm9950quIZlbqaL6YP7jk3kUtA0GnX2nvq53f3WoSsvEdDRnULgo2fN7lNZJgI8%2FVWi33c3bBZnGY05%2Bdm%2B3qc7fNmj4YGKLj2nfqFP%2Bg7jdDlxEV5XsJQZP6hYrS1l0VQr4c69Xueixp90gnZPmE5OF22j%2BSYEWHlZ0K%2FHgsh%2FZtsbh6h2DNRlvv6jJh9XaJaHCZDiUDKNTMkvb8vsqCyf3ZNdSmO0fa0Y4baJTtpbKzuVzeeSI7fCKr2Z0WypapnXJ4gnoWy3PoUIlIQ1TXdqhQJIXp9Wx5fYdpeWh2TY5D%2BYVyKd0jw3iumwi%2FBC3cEy4o83QlZnW79MrCgCjbhWXBlRZVVZZv4rIKpXC01HFlHdHLoeWVl6UVc%2FJ5uGm6CViW5mulYMk%2BHqNYr0AyUPivLg2oMs2MPqtuhHyRyiwvNJej1Br%2BfcLyoAyu8D9B7bgmzUqfFobF5nKnK4%2Bt8MPJkI%2FxHUNWk117jugWF%2BxazTAALQn6%2BUE9lhoI5ApGA%2FiuJOsrlNP28SVVuBVajXmircLel46w2bJS1Q0Ft0KDuikDFL%2F3pYrid1Q4FvofwRIo4R9h2ftSwc6jHAMqLcCql8YPHtlzGoByNXYN6v8hXnRaOhUvx0sVLCexwupGDR4NOYC7PePa5keIPACnuAdD7dEadRuTIiS6Lb7uskb381My5yjzF8lGCjBRqdwrWJCagfB3yCy7XT1i92hbcZ5Ci1FJkgYMDf6n%2BjspIsHFjJrTOdzSMuOa9DbDcj%2FnH9N9bIoGVgzHPWIQuFuYtaMRaq8eCKI0gEF6lPOZjBz3EEvaaxwSUT9U%2F8JbJZPJJLBLolH1La%2FRbF9AbC8JJjv%2FmMnssKjLRBJyqj9QXxNko0Ux%2FX79epfiXkm6fmKwF%2Fen1HLc6LxloXWKvGa5rVCVL83VuiPcDEX%2FK5pTXOxHfx6HHB0t2FI0qI2rCZFTrvPWU67zVuS%2FkTsLnc7IKhFg30e4FOkqNSfH5PtkmUy6Cpiv%2F36k2sbqCeCFNa%2BURpoY0sZoYmCgCr3qgZz6s8I0gP1bYiR%2BD79H56NOz0EVWCTy2%2FfffvSCCx59W7uRV9995eqrX8GLesOXNm360iZ%2BT%2FEl3uZqL%2BFyzSZ8XxpTiI%2FG0nkT4zznFZ0t4ipMz5v4q9ssqbdKUZt6u82knPCrt6PZwsnn0XySVnyPR1ZXAn72yx48bWJsu7apnI3Hy8bygUK5Js32qcytapqgmn95uexccj205vGgJ%2BeuOeG2SORmKZr%2FqKzcx9SFctMJdwMUFZDJITs7dnOp1EKZCxg304Cevyfya%2BvlKqv6aXK1qIj3imL%2BL6hL%2ByvUlFfE0VKZ7E8gBY3M%2F8VoJCFgizH1W6VyC76nH6b7jiibYVxUmVIEspry%2FLgZIlCeP11Z4zs%2FAwvVwtGFEut5S1JY4lfyT0N%2FevOLo%2BrUEgjcqc9IkGpQbv3iW7Co5b%2BKgjvpzYdH85PLcc4X21ouwEGl%2FS4qnUAvoSlXUUhR1eKr2VWFTB%2BGMl6FsiQsVD1R3urlAAIoSn7JQkmiVVCHSpCwDH%2FqPepXQ0Db77CJOAImohB%2BRPWr31ev5g%2FkE%2BzTa4lbvZo8xdWPffQu9yJTPCNB66s%2BzXoJt%2F0L6hSoCuBIoK8fnBGG87OoRckJpLqyWe4YbpGi50g0%2B3I3UD85Oa0fzubfoXxPLbW3FDWzigmyJeM0tQkax7PqTy80%2BUxfUHPlBZIRVNQ%2Bv0xRm8REKPoLmNr0%2BUo48v9GFbXPKylqQ2IKm00QddgyWGMROCTxdLB9nCY8P7j2DjlsV%2F%2Bmfr0C0r%2FNkeXbbpPlOTBBwT0mVz1zx9S%2FwJecBF9Wgv3p032iP2v4VSgfgW2G%2BHUEdEXU6iq4CtpLJfIN9XQG8dwa1VoO8XC2SrPDDyCOQptXgbcPvlAgBfxBoGwftQKeKFrNTASPt3pGGqDt%2FQRasn2kri%2BH6L80MJRsmVYJrAKyDItpJUy3%2F15WYIJqcJ9Q5N%2FLFJ4c3dc1URpWl9hW6mu50MUIelg4ucTPf15zs5DFo1c0VSp1tKB9jkwIyuM45kb%2BIP8gHed%2B6jO3v0KbIknzLy636E8KPTdCuUpB0wLo9JKnAO6pv0vS31EtBha%2FfJemkgLVVnd8KCk4qBTpQ5m7FbifBKrPJcq0pZAFVG%2FXbOFz%2BTcq2MLrcmV28Nmi%2FOHskh82bau0k8eWCaPijQPWQ5lUvslwVCfHkXBMIehqUgtDNLeauH1huvZTbYmw%2BluPjyWoNGEuxRLR7LK5fSyXFUyK7PURQv2v8D3XOt2NJ6liBbmPGOsakw1kbeOs%2B31Wm5qpH%2BiJWSzqdPr2O7zc2TmtnrzCig6bBd%2FvgQmzOlz0STWIlmZEQfupogOZFHUZ7EkUnMn0RrpIMqAgHRJAOjIJ3yGw1I%2FMAp9q9S3Q%2FclADNm1wEeO%2Bxbwg5OIYHZLY3ehG5lJk2xhco%2B6JWybpEVz2wrR6hZyD0QXZbeDVB%2BonmlimpkWprdAs4WEZDSQppsDlcdCBJJESIYFuAtUnC4GIF2C3Uu2Kv7L1bdz6FxtqxpG4TqQOqOUNAJ2HLvPWA2GgDy4O4vaDrtyl6P%2B1fAll%2BSyFcQ28GHqh7fvvf37udylf0fNwhzgz87Y%2Bcf5x9GnF6ygHu18sAbipWeF0YPBgp2GaKeQduxxdEr3SgbH1kvH7tvqSLhedomOvZyts2dw8acu3dY%2Ff%2BucuMtCuP%2Fe4zC4XnH3OLZ8ZuxTWxy8dJfU5dhDeKPSlJy5pn%2F%2B7u3XrJhmr9C5CuleGflGQocKnlAUaRKp0BAHV0ZwUt9VCqk6zYOgRIuMfePJzdmBdpPJ7%2F6B23%2Bf%2Bsp9NMDZevovvfYHG5dGPISQq1DojqNckchVrCcCYz%2FQ0hI0m3NKDRfkgsrnamo%2Bp0CAq1FyvC3a3Nak%2Fs5VX282x9Ufy3E39VAx6o7LpCvO2wK%2Bch9jNqpJCutcIOooKnYWtDK8gTRVYygRQfwgzKM5%2BjP2jOZdx3r32Py7rQUPOzAnoRs95NvRAR0qLGU11Taqu1bUYSzMcWjMEir067JQQHfIrLBHsrgv00%2FWavd8HRLMEEYFSW3HCSNQehnrHztKqHcDyo4VfZ6gPKCR%2BgufwA8GegxUEo4A%2Bgd0BASHiH6jYMLIsUdQJTs%2FC641KN4oCHWolCMLlMfIdtWKScjx7SM5LD9HnfmhrGI0S139UWfUnxgOXdJFW%2BAMcGjKr6eHAttHF5sUoeArYKDcxMSYcKA%2FxUDhPiEOEAPafSIUFArN0r24ynI91EPARDXvIDYyvqZaWeroBOUABQA%2FE%2BDXC7PWafDLQY2oiwpUEyj4RQtVlUp1GrM7In2p2A7VuiOW6otMiGOo5Mrp05ejVuTy6dNX%2Fk%2F7mybZQ0nUmfrbx3U4KueDnlHm5wdh8FFeKnoaKKh%2FTK18StOPhwG9Xo5mqXAxvw%2F79YQwwDR%2BnAKQQ4izVXioB84qcppWB7IqjU45z4CE17OvF1Dw%2BoTFqxtz8dxwtogBnF9MjIl%2Fin%2BK8s3hM9laIn0TiCbTAXL0T798bPXqx36p3chrv0O%2BGC9Xaj48Ecv8U8UEeBvUEsDlTepiU5OvlpeNGvpnKF0RvUooWhIjnx6GeBapXCQYTw9DNg6%2FOC3gZjp76oNTj9Kz6Jqobxb9NDqc08vcKReOpcsQV2K8InXFaXW3aI6Ofr1k48rp7CX7rx%2Bv1UKPsfvzQU0Kc83i2VdILmd2%2FyX55zT9luN2%2BCu4nKfwPcK%2FCvDVU%2BpHh8%2BLaldIf1fA5h3ndT6Fln9%2FW%2F9Ce1vndfvJtnPVO2xhm3qbafHVCN1X363UXHq9xuVD8OSD29Z8pZ5cZrern9cAdGW%2Fuib%2Fud%2BVK0L9a42r6C90kL8KzxwLQw9NkIQJL0ASU8M%2BVG0KsUdgdvpgP%2F6NqqP0%2FgHZFUfGEijZLHpiIgvV5%2FBltrj8Qd7XQd5p4P%2B7tJo30NMO6VGBwahSPMYiaaBYoLY6uEnciyhhh1Z%2FvvacG%2Frjpsvnpzs0B1Id6fmX8119l88XnOxe%2FuGrzzHcdu7UtY3%2B2vmXN5zUyj3ZcPl8p1sZSs6%2FnGXtwrV7Ka0XZdz83fwjjINpZWYw85lL8BRK4nGyIir2RiOsEyipuEcIakpGjWgBjLiHWOgj0Yi34gW1kKPxHt2Na5q%2Blwg1RdRSpFDNzosb44YJXnAfoEOpZW%2F%2F6u1lhYA6leevezbI26zNHO811M2dc5HFxpk4i1jPC0s21%2FBWW5DnPQbn2X1WK43%2FaM2n18DfSoybbNHijFpamzXI31eRibGUOxSu%2FlT96YZlq1Yt20DaSBuG6knw2eusHs5EPBfNmVvHKdaQzcDfz9ZsXmLDWGXy2U5OsYSsIn8CS12jQIyD12KKqZrLPy7mSPdICmd6WGHG8NDZkkHuE4h9TU8FpmUO%2FVjC%2FEinToFyoNDz2p9XD6g78WgQdPG7Z3R0T%2FZ5dTM9lsL8Ktek7szl2L%2BgQwGgwkZHc2g5Su7NvVqwGy2Ua4KSXUwt1X4PaM5paaEu6jQ5zVFyNabxvUksVt2T%2F4VeamYPlLtffdQsk%2B2sUTY%2FzDXl%2F05W53%2FBz9UK3p7LjapZ2ZxOm%2BUlZXrL3HHGqO8%2BwVroDaCTTnTxitMxmiAAYQzVJQH%2Bnj3oIHnPaN6Zq6sNSLjBl8tKgVr2mj%2F9CWi9dnKca8rBQBsd5R1tzVlgrl5pbnPw6kZclCr2CHxMnHohLz%2B3KRQokzALyeIKFU1TNCiayJdoHvDYe7K6mZLm8S3uJ9dojuaJ62%2FqN%2FtjQxnSnhnKPw%2BLNrLi8ZKyJ3x1YhiI1aNAtP6NzCGzYv3DmaGh%2FLvQZnt0evgIhTFV0kE%2FPYxAnOHhCQUZdCWY5JWJwMzlAGl1mpNbDU7yyGnhRMILsYhH3VRAijrPcBU8%2FCj1Y9NY6cnGVW0CjTLaz7E3epvaT%2FLtTV72Rs%2B0WVVmd0dz%2FMGTI5F0OsIviaqDlbbO5X6xT3PeXbXHRtf%2Fz%2Bfdka%2BeKPr8KF7IF4vBsT9MFPuPJMBTBMq9hQxXelQ%2Bbewnf18ap4Ib%2BmSMrtDU5zqlD8QANa5MBGh%2FOwOvSDfcV2d66mfEWsbGWmIz6nsyZDWQSmqmxDneYyvjHPmRXHZxeueyRGLZzvRioKnGto9nIPkibAJA16adcOZRQr1iAP3bUyBR7T4RgAWTKxhkCYFwshq%2B7iV9r0whk50cmRcTg4fy5x4OmmNkHndIA2%2BYuMbmE9dwGYB4KFTsvnDE6Ah47r%2FfE3AYI%2BoXADpkdlENcZ8OZEEf8FFGZNxMs6ZLpG3SUFLL7Q2kcFU%2FA%2FJsw%2BvWDa%2F7emewLaoeibaF1B9qUNnuqWK3%2BUfXYVL1v%2FomD15xxeDkPnXTOKSVcCbDGtOu0YQNpGAP7U1HU58UrqGu8xIbHtkQ3LVhb7Dx46ET3Ffcm1q0YcOizNmf3bC3VjWfAcpSv3MyTlgJ23FHQgmgvk%2Bgk8pL0mcCDOn08MDAQlf%2B%2FSlTZ1z12fnqntOhbOTL9%2FZdevbAPN%2Byby1f%2FuUtC%2Fixm8ZBo59LTXEW060hGrTDplNprWd58fwB%2Fb%2FE27BdS%2Fs7U%2BrGVCeQ46nzaw9QccnmZerGZZs3Yw9aVHt%2BKh6HN4ti6lxIhT%2FwahnZtWwzlY9QHQ2c79C%2BdxzvVDKy8GqKWQERO9YAKbpsDUTLdWV5dE8PVPjvj9pqw7ah%2FPFVtkit7aj6G5xY9mfJrCz1j1e0BcnPol4UjtrCdbahIVtd2HaURujnFJR8CuOuUUfhrGhgKKgjCYNSvCc1WKlEp8wHUaAYynFNyzZn%2B2MnYv36dbMDBTonl%2FT%2Fma5IKAyEGz%2B4eRnVtaX6tss2o34u8mWorFtuFgm4A6qK%2Fyp%2FgLEBVat5WnPDdKA574ubuFJ%2FIUfZ%2FY2Nt6mN%2BZNNTSTaeI56gKwkXerTe9DDHUw8%2FH35FY3nNN7GGuBKWhrV9ep%2B0k1WjNWVaHkW1yA%2BQHWNu8rtBw2a5YXuE40rs7%2FGA%2Bj09V3hA98yRnFPOGr8ltGlsFdD%2F7tRce3LH6Trcneuiy7K7J3khKu%2B3qUaXPWaX7T6%2FKfj9BX2eZq2XAcZT79u1ClJzUtHUqfqSMWBcZS43Ena0cUGLgpkKxB1QM%2B0Fxz10wgg6r5rltnFpH05pepUq3Y2HfYqeKRntmUFNz%2BXmcOs1H31U6cC6RTVLfCg7RNBF1UF2%2FwBgu0fFQtPEU1sSg3VcNsR7dWq3af87tUFn1l3ltXpaJxpNvtcZkH2WmMst3JqRpxUH%2BWC0E1qOGtP66s1MYv%2BVLu8%2FXFXvV%2FZbunYYBeVN64ls0ur6NzpV9xzlmQwB5qC4Tq70WC0tk8dWJXeHvkD0h9zJOM0vD86%2F1NJMaIAolctvlByferCsqOKDKceOfUu1PsmoFCamV5mCrMUOCi6V6FJosMF22AcrKJgQDVhfYh6tepp%2FlYgvnCEAbJQ1L0rOpajEmRcasMiPfxhgGoVo4rwreQpV6fUJHH2e8fa1s2c13Apl1b89a58ozdoap2sjgLN9uISl7P1DrulyeIkt0zr6JjWocoPOZsaXPb6jtqBblsgsaRre2xHi4nELm0MhG1%2Bx1SXwLpFi53b%2BaHRYo%2FIrbZtuWAKu5cSEXfybnnmUCaXGTpQr0xK2O2WWY76f%2BnAjNVf7nCZHU5XqIkTnpt6VtvsFlPXg1031g%2FVRdpkkyVpD7jnmax88QwDvg%2F66NnMRdRXTcGTmQc3cuINwN5IQqi0yzb%2BYFVHuVqI5s4ADfg5oE4ybDLd28mFSFmYvRoomsWXEdLU2Wl3GJy93ZNb%2Fd5gqmNaqJZSO1l6PVRy0nZIj%2F45EetjLguh1rLqR%2BSK0hO6NrsqcNX8zoUdjQYDJ7tb4os6%2Bi%2BY0qpY2AWlnLRDWdGFTfGY1gV0zNAtJ7pdo24se0D88AwLY%2FgZmE9iuP4V5v7CSR%2FRThaHLh%2BUeBkXwU6BC7lGOevK65udTv%2BtS%2FPfW7qj3ljTcj3b9OkbV85t8xsMj7Ddj7DGpthZKwKPvso%2Fc%2F1K9aLE12fMWLV1y1D9ua8lyJdWXr%2FbG%2BnoCFutf%2FmLILe39ITUV4igr3876fpX5g2zeB52sWnIL4fXHlgeUzOx5QfIvJQyrKQE9wHUqVq%2BPEaOrz0wVvNbJZVSfsuMzxN4l9PkedFzw9V5Dj%2BnzpgoT4ZxCxJfC5RWLc74YVHxKlExCYt0JAOMatREhHBSCAtSfod6x6Ls8HCWECLwXZ9nd5Dz1T24JUdWs6fU3%2B%2BfcnT49Qe%2BkBs%2BwdsMZgPXMp3U5S958snPP%2FEE7bvkOPCuTUDTUQ%2FUzirLhML9yPahoe1D5Fj5jWsaoveyP00PehdUAHk%2FseDVWsvDWXXXsyn%2F4wfpXc2V3%2FQxli3jl%2F5hj%2F83avSCfpTNxOEKLmTjxOEKuxgNlsQn0xgct724mhynupNW1Ph6o3RYS3%2F%2B2TJrzLlkFz%2Bip3qCHKf6eqW02QJLjBYuuj4sobhCWqa%2FYHGEHpcnumuWSOhxeaL7sOakNR6vvmo%2BYcfFA8UFXEPZf9UjyudIOyNwx%2Fi90DdsujS%2FFX2UAwvWSVK4NxaMhAGw3oowp%2Fuc8CTi7D2rBgZWwb%2F60faR7SPsEbjkXy4G0XaqhXPwe2cePjxjxuHD6ssQuR1fq6PF0E%2Bo2t1nePTn8TUmxz%2FA3crMoCc7egESuoTHYc7mYdg6etORoOhR7BBGD%2BqJopELrl4S6cJNRtEAsLP%2FOdvnJq0Wo0GolY2Et9VFB2Kf%2B4bZvVyxfOMz3WdFfSIryj6DwWghre7aQbdiDrkTL3A3vNDuDpk93HqXwam%2BbWmUJZfNn5ozKV5Pmmq8PF%2FjVY%2B2Tlk2M2RzSXKjmbQ4RZcQavEYrN%2F9rlXwtIQqzxQNMzPPfHYLvuPoO9TbT8bpGw5CQPGd%2BSyX%2FCyf0Vxjd2R9NmsunnXYa8xGHzn%2BsSfM5J0y0DZEXWWxkXjcR75KBLNLHi7XvX2G8VOrf4Ykg0AMdBESIpo7MgAfyakA6rkqpI6UjNs0px7cMV%2BD5BF49Tez1VGnYmq0WIijp985m4Sn2gJR9b07riPPFo97OYbUZbxJCpot7H%2FlpZBicglCPN7WOfJkcHqc3ElWqvvz%2F1E6bIQrG%2Btz6WkM1SM9FBTR7FSs8KyBBytSmNEoquJNFN5EQyTiCrnKDx1h58yxCepPHU5nxGoxEQeeOZi2m80DxNxncVhr6BmEfUarxejw%2BWSiHhWk19bSY7aKR5MsteblJpfTLtjimBouXsm3d3djjYM%2BwEW0El9dM%2FueVRWIsXwe43R7SgbVZqrnqoJ1X%2FkuF7pcgf8duv4q6vayV5U9zMV91GxO59UUjW8rHV6u799WzKMT7umRCXbYUKM%2BfoaCcwgaoqZUtmodV3p%2BX7akb4dnU9B9La38RPFUG2SCC90tVA4XwEFhyOpZZrUCsgWYHsczLFBBVGNtstoN1bw0Z%2BO4fYIbvZVt4EUcJEKOhHeincWqONw%2Bq6w5Go%2BWGOSR7LhKV%2BKBqbBPpfUvOf9QqkpDyVhBeyyZQGMsdA5FBUqvFMtUyGq9vjnsAJU4UcrxldP1CCaofyDkSAifoP5QwWx%2BSyUGxp75BzGAvtG7uQ38LehlyEQMeh0TeE6Bm7tYdXqdkt0uOb3kfYlNwmOdDyacOq%2FqlFo1v%2BPTmTi3E%2FglC9W11b34A22zmLzvb231Q0L2Bgg60OTW4YdstO%2BYOJnO38TtpH7zy9ymokWyA79qlVSn38HtpFlImFnhu3b4boNWXklOXV0Iwo7lQ1hrZyPFcwtjwFP7iEKSHSSJw509kh8kj6pr%2BH1jR7km9vcvqN9657vffefkv%2BfKxge1X%2B7RdjYUPIESN7gTvRkB%2FRMYtEkaVkdHApmdBPpnKmz0n1xSWFOyVIuLrinZwpoCRe6kyiVZoHX088F%2BUX4%2BWKS4iBTP0IWxGtZgOdMaV4KTayqHQF%2FVihBwTbgDXTCmKoOBJeNhwJMzEVjtjIFLuU38fPR7hqNG1JS7g%2FqRCuy3vmQ3W9Vu8qbVbP%2BSzazGRJH83MzP90Ck2m31mMjP8TiLn5uwD2Ugr2PFvPQjB5BnSJvQxGQZZEB%2BLopqzGzDbMmbkAPkZVJjeO5FzOSBKCgJze2ZS4Gemc9twrwY6u9H61iUQTcRvtdT9RW3tRxAWwFs2tcuJRnI6xjmBdWjbgFNRHMHiF1uHYBfUR%2Fut5Ug2jXAaT96%2B9RH%2FFToRwIzGbKmVJ1AZQnoabSB1yyIg7ByAridHApPMjyw0OiV6RjSbCuzwLAvFizBliWJua1tsuAgvNPbmljYbpt8lkWam7b3XZiOiKJskMOtmfScnsbPW208knwjuXrXK4Q1iKIgNyYXXDVT9C2Ye%2F78GQ5BEEXfFdde2RwauOysdJNL5AzCy84ard%2FnGAVN8alecnFdgu5Gbd5DJTL%2BhHZK0vApVy3OfU8XTSJg1TlssivsPYUlIqvn66PzrVTymCc4wgF6SDNR0pDf%2B9Gp%2BVnsUH5WtpHYsuhOaey8zdwLN47V8MTbm78g687%2BP3cx6tcAeNpjYGRgYGBk8s0%2FzBIfz2%2FzlUGeZQNQhOFCWfF0GP0%2F8P8c1jusIkAuBwMTSBQAYwQM6HjaY2BkYGAV%2Bd8KJgP%2FXWG9wwAUQQGLAYqPBl942n1TvUoDQRCe1VM8kWARjNrZGIurBAsRBIuA2vkAFsJiKTYW4guIjT5ARMgTxCLoA1hcb5OgDyGHrY7f7M65e8fpLF%2B%2B2W%2FnZ2eTmGfaIJi5I0qGDlZZcD51QzTTJirZPAI9JIwVA%2BwT8L5nOdMaV0AuMJ%2BicRHq8of6LSD18fzq8ds7xjpwBnQiSI9V5QVl6NwPvgM15NXn%2FAtWZyj3W0HjEXitOc%2FdIdbetPdFTZ%2BP6t%2BX7xU0%2Fk6GJtOe1%2FB3arN0%2Fpmz1J4UZc%2BD6ExwjD7vioeGd5HvhvU%2BR%2BDZcGZ6YBPNfAi0G97iBPwFXqph2cW8%2BD7kjMfwtinHb6kLb6Wygk3cZytSEoptGrlScdHtLPeri1JKueACMZfU1ViJG1Sq5E43dIt7SZZFl1zuRhb%2FGOs44xFVDbrJzB5tYs35OmaXTrEmkv0DajnMWQB42mNgYNCCwk0MLxheMPrhgUuY2JiUmOqY2pjWMD1hdmPOY%2B5hPsLCwWLEksSyiOUOawzrLrYiti%2FsCuxJ7Kc45DiSOPZxmnG2cG7jvMelweXDNYXrEbcBdxf3KR4OngheLd443g18fHwZfFv4NfiX8T8TEBIIEZggsEpQS7BMcJsQl5CFUI3QAWEp4RLhCyJaIldEbURXiJ4RYxEzE0sQ2yD2TzxIfJkEk4SeRJbENIkNEg8k%2FklqSGZITpE8InlL8p2UmVSG1A6pb9Jx0ltkjGSmyDySlZF1kc2RnSK7R%2FaZnJ5cmdwB%2BST5SwpuCvsUjRTLFHcoOShNU9qhzKespGyhXKV8SPmBCpOKgUqcyjSVR6omqgmqe9RE1OrUnqkHqO9R%2F6FholGgsUZzgeYZLTUtL60WbS7tKh0OnQydXTpvdGV0O3S%2F6Gnopekt0ruhz6fvpl%2Bnv0n%2Fh4GdQYvBJUMhwwTDdYYvjFSM4oxmGd0zVjK2M84w3mYiYZJgssLkkqmO6TzTF2Z2ZjVmd8ylzP3MJ5lfsRCwcLJoszhhyWXpZdlhecZKxirHapbVPesF1ndsJGwCbBbZ%2FLA1sn1jZ2XXY3fFXsM%2Bz36V%2FS8HD4cGh2OOTI51ThJOK5zeOUs4OzmXOS9wPuUi4JLgss7lm2uU6zY3NrcSty1u39zN3Mvct7l%2F8xDzMPLw88jyaPM44ynkaeEZ59niucqLyUvPKwgAn3OqOQAAAQAAARcApwARAAAAAAACAAAAAQABAAAAQAAuAAAAAHjarZK9TgJBEMf%2Fd6CRaAyRhMLqCgsbL4ciglTGRPEjSiSKlnLycXJ86CEniU%2FhM9jYWPgIFkYfwd6nsDD%2Bd1mBIIUx3mZnfzs3MzszuwDCeIYG8UUwQxmAFgxxPeeuyxrmcaNYxzTuFAewi0fFQSTxqXgM11pC8TgS2oPiCUS1d8Uh8ofiSczpYcVT5LjiCPlY8Qui%2BncOr7D02y6%2FBTCrP%2Fm%2Bb5bdTrPi2I26Z9qNGtbRQBMdXMJBGRW0YOCecxEWYoiTCvxrYBunqHPdoX2bLOyrMKlZg8thDETw5K7Itci1TXlGy0124QRZZLDFU%2FexhxztMozlosTpMH6ZPge0L%2BOKGnFKjJ4WRwppHPL0PP3SI2P9jLQwFOu3GRhDfkeyDo%2F%2FG7IHgzllZQxLdquvrdCyBVvat3seJlYo06gxapUxhU2JWnFygR03sSxnEkvcpf5Y5eibGq315TDp7fKWm8zbUVl71Aqq%2FZtNnlkWmLnQtno9ycvXYbA6W2pF3aKfCayyC0Ja7Fr%2FPW70%2FHO4YM0OKxFvzf0C1MyPjwAAeNpt1VWUU2cYRuHsgxenQt1d8%2F3JOUnqAyR1d%2FcCLQVKO22pu7tQd3d3d3d3d3cXmGzumrWy3pWLs%2FNdPDMpZaWu1783l1Lpf14MnfzO6FbqVupfGkD30iR60JNe9KYP09CXfvRnAAMZxGCGMG3pW6ZjemZgKDMyEzMzC7MyG7MzB3MyF3MzD%2FMyH%2FOzAAuyEAuzCIuyGIuzBGWCRIUqOQU16jRYkqVYmmVYluVYng6GMZwRNGmxAiuyEiuzCquyGquzBmuyFmuzDuuyHuuzARuyERuzCZuyGZuzBVuyFVuzDduyHdszklGMZgd2ZAw7MZZxjGdnJrALu9LJbuzOHkxkT%2FZib%2FZhX%2FZjfw7gQA7iYA7hUA7jcI7gSI7iaI7hWI7jeE7gRE7iZE5hEqdyGqdzBmdyFmdzDudyHudzARdyERdzCZdyGZdzBVdyFVdzDddyHddzAzdyEzdzC7dyG7dzB3dyF3dzD%2FdyH%2FfzAA%2FyEA%2FzCI%2FyGI%2FzBE%2FyFE%2FzDM%2FyHM%2FzAi%2FyEi%2FzCq%2FyGq%2FzBm%2FyFm%2FzDu%2FyHu%2FzAR%2FyER%2FzCZ%2FyGZ%2FzBV%2FyFV%2FzDd%2FyHd%2FzAz%2FyEz%2FzC7%2FyG7%2FzB3%2FyF3%2FzD%2F9mpYwsy7pl3bMeWc%2BsV9Y765NNk%2FXN%2BmX9swHZwGxQNjgb0nPkmInjR0V7Uq%2FOsaPL5Y7ylE3l8tQNN7kVt%2BrmbuHW3LrbcDvam1rtzVvdm50TxrU%2FDBvRtZUY1rV5a3jXFn550Wo%2FXDNWK3dFmh7X9LimxzU9qulRTY9qelTTo5rlKLt2wk7YiaprL%2ByFvbAX9pK9ZC%2FZS%2FaSvWQv2Uv2kr1kr2KvYq9ir2KvYq9ir2KvYq9ir2Kvaq9qr2qvaq9qr2qvaq9qr2qvai%2B3l9vL7eX2cnu5vdxebi%2B3l9sr7BV2CjuFncJOYaewU9gp7NTs1LyrZq9mr2avZq9mr2avZq9mr26vbq9ur26vbq9ur26vbq9ur26vYa9hr2GvYa9hr2GvYa%2FR7oXuQ%2Feh%2B2j%2FUU7e3C3cqc%2FV3fYdof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D92H7kP3ofvQfeg%2BdB%2B6D92H7kP3ofvQfRT29B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6j6nuG3Ya7U5q%2F0hN3nCTW3Grbu4Wrs%2FrP%2Bk%2F6T%2FpP%2Bk%2F6T%2FpP%2Bk%2B6T7pPek86TzpPOk86TzpOuk66TrpOuk66TrpOlWmPu%2F36zrpOuk66TrpOuk66TrpOvl%2FPek76TvpO%2Bk76TvpO%2Bk76TvpO%2Bk76TvpO7V9t%2BqtVs%2FOaOURU6bo6PgPt6rZbwAAAAABVFDDFwAA%29%20format%28%27woff%27%29%2Curl%28data%3Aapplication%2Fx%2Dfont%2Dtruetype%3Bbase64%2CAAEAAAAPAIAAAwBwRkZUTW0ql9wAAAD8AAAAHEdERUYBRAAEAAABGAAAACBPUy8yZ7lriQAAATgAAABgY21hcNqt44EAAAGYAAAGcmN2dCAAKAL4AAAIDAAAAARnYXNw%2F%2F8AAwAACBAAAAAIZ2x5Zn1dwm8AAAgYAACUpGhlYWQFTS%2FYAACcvAAAADZoaGVhCkQEEQAAnPQAAAAkaG10eNLHIGAAAJ0YAAADdGxvY2Fv%2B5XOAACgjAAAAjBtYXhwAWoA2AAAorwAAAAgbmFtZbMsoJsAAKLcAAADonBvc3S6o%2BU1AACmgAAACtF3ZWJmwxhUUAAAsVQAAAAGAAAAAQAAAADMPaLPAAAAANB2gXUAAAAA0HZzlwABAAAADgAAABgAAAAAAAIAAQABARYAAQAEAAAAAgAAAAMEiwGQAAUABAMMAtAAAABaAwwC0AAAAaQAMgK4AAAAAAUAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAFVLV04AQAAg%2F%2F8DwP8QAAAFFAB7AAAAAQAAAAAAAAAAAAAAIAABAAAABQAAAAMAAAAsAAAACgAAAdwAAQAAAAAEaAADAAEAAAAsAAMACgAAAdwABAGwAAAAaABAAAUAKAAgACsAoAClIAogLyBfIKwgvSISIxsl%2FCYBJvonCScP4APgCeAZ4CngOeBJ4FngYOBp4HngieCX4QnhGeEp4TnhRuFJ4VnhaeF54YnhleGZ4gbiCeIW4hniIeIn4jniSeJZ4mD4%2F%2F%2F%2FAAAAIAAqAKAApSAAIC8gXyCsIL0iEiMbJfwmASb6JwknD%2BAB4AXgEOAg4DDgQOBQ4GDgYuBw4IDgkOEB4RDhIOEw4UDhSOFQ4WDhcOGA4ZDhl%2BIA4gniEOIY4iHiI%2BIw4kDiUOJg%2BP%2F%2F%2F%2F%2Fj%2F9r%2FZv9i4Ajf5N%2B132nfWd4F3P3aHdoZ2SHZE9kOIB0gHCAWIBAgCiAEH%2F4f%2BB%2F3H%2FEf6x%2FlH3wfdh9wH2ofZB9jH10fVx9RH0sfRR9EHt4e3B7WHtUezh7NHsUevx65HrMIFQABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADAAAAAACjAAAAAAAAAA1AAAAIAAAACAAAAADAAAAKgAAACsAAAAEAAAAoAAAAKAAAAAGAAAApQAAAKUAAAAHAAAgAAAAIAoAAAAIAAAgLwAAIC8AAAATAAAgXwAAIF8AAAAUAAAgrAAAIKwAAAAVAAAgvQAAIL0AAAAWAAAiEgAAIhIAAAAXAAAjGwAAIxsAAAAYAAAl%2FAAAJfwAAAAZAAAmAQAAJgEAAAAaAAAm%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%2FAADiUAAA4lkAAAEJAADiYAAA4mAAAAETAAD4%2FwAA%2BP8AAAEUAAH1EQAB9REAAAEVAAH2qgAB9qoAAAEWAAYCCgAAAAABAAABAAAAAAAAAAAAAAAAAAAAAQACAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAwAAAAAAAAAAAAAAAAAAAAAAAAAEAAUAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAHAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAYAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAVAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEUAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAKAL4AAAAAf%2F%2FAAIAAgAoAAABaAMgAAMABwAusQEALzyyBwQA7TKxBgXcPLIDAgDtMgCxAwAvPLIFBADtMrIHBgH8PLIBAgDtMjMRIRElMxEjKAFA%2Fujw8AMg%2FOAoAtAAAQBkAGQETARMAFsAAAEyFh8BHgEdATc%2BAR8BFgYPATMyFhcWFRQGDwEOASsBFx4BDwEGJi8BFRQGBwYjIiYvAS4BPQEHDgEvASY2PwEjIiYnJjU0Nj8BPgE7AScuAT8BNhYfATU0Njc2AlgPJgsLCg%2BeBxYIagcCB57gChECBgMCAQIRCuCeBwIHaggWB54PCikiDyYLCwoPngcWCGoHAgee4AoRAgYDAgECEQrgngcCB2oIFgeeDwopBEwDAgECEQrgngcCB2oIFgeeDwopIg8mCwsKD54HFghqBwIHnuAKEQIGAwIBAhEK4J4HAgdqCBYHng8KKSIPJgsLCg%2BeBxYIagcCB57gChECBgAAAAABAAAAAARMBEwAIwAAATMyFhURITIWHQEUBiMhERQGKwEiJjURISImPQE0NjMhETQ2AcLIFR0BXhUdHRX%2Boh0VyBUd%2FqIVHR0VAV4dBEwdFf6iHRXIFR3%2BohUdHRUBXh0VyBUdAV4VHQAAAAABAHAAAARABEwARQAAATMyFgcBBgchMhYPAQ4BKwEVITIWDwEOASsBFRQGKwEiJj0BISImPwE%2BATsBNSEiJj8BPgE7ASYnASY2OwEyHwEWMj8BNgM5%2BgoFCP6UBgUBDAoGBngGGAp9ARMKBgZ4BhgKfQ8LlAsP%2Fu0KBgZ4BhgKff7tCgYGeAYYCnYFBv6UCAUK%2BhkSpAgUCKQSBEwKCP6UBgwMCKAIDGQMCKAIDK4LDw8LrgwIoAgMZAwIoAgMDAYBbAgKEqQICKQSAAABAGQABQSMBK4AOwAAATIXFhcjNC4DIyIOAwchByEGFSEHIR4EMzI%2BAzUzBgcGIyInLgEnIzczNjcjNzM%2BATc2AujycDwGtSM0QDkXEys4MjAPAXtk%2FtQGAZZk%2FtQJMDlCNBUWOUA0I64eYmunznYkQgzZZHABBdpkhhQ%2BH3UErr1oaS1LMCEPCx4uTzJkMjJkSnRCKw8PIjBKK6trdZ4wqndkLzVkV4UljQAAAgB7AAAETASwAD4ARwAAASEyHgUVHAEVFA4FKwEHITIWDwEOASsBFRQGKwEiJj0BISImPwE%2BATsBNSEiJj8BPgE7ARE0NhcRMzI2NTQmIwGsAV5DakIwFgwBAQwWMEJqQ7ICASAKBgZ4BhgKigsKlQoP%2FvUKBgZ4BhgKdf71CgYGeAYYCnUPtstALS1ABLAaJD8yTyokCwsLJCpQMkAlGmQMCKAIDK8LDg8KrwwIoAgMZAwIoAgMAdsKD8j%2B1EJWVEAAAAEAyAGQBEwCvAAPAAATITIWHQEUBiMhIiY9ATQ2%2BgMgFR0dFfzgFR0dArwdFcgVHR0VyBUdAAAAAgDIAAAD6ASwACUAQQAAARUUBisBFRQGBx4BHQEzMhYdASE1NDY7ATU0NjcuAT0BIyImPQEXFRQWFx4BFAYHDgEdASE1NCYnLgE0Njc%2BAT0BA%2BgdFTJjUVFjMhUd%2FOAdFTJjUVFjMhUdyEE3HCAgHDdBAZBBNxwgIBw3QQSwlhUdZFuVIyOVW5YdFZaWFR2WW5UjI5VbZB0VlshkPGMYDDI8MgwYYzyWljxjGAwyPDIMGGM8ZAAAAAEAAAAAAAAAAAAAAAAxAAAB%2F%2FIBLATCBEEAFgAAATIWFzYzMhYVFAYjISImNTQ2NyY1NDYB9261LCwueKqqeP0ST3FVQgLYBEF3YQ6teHmtclBFaw4MGZnXAAAAAgAAAGQEsASvABoAHgAAAB4BDwEBMzIWHQEhNTQ2OwEBJyY%2BARYfATc2AyEnAwL2IAkKiAHTHhQe%2B1AeFB4B1IcKCSAkCm9wCXoBebbDBLMTIxC7%2FRYlFSoqFSUC6rcQJBQJEJSWEPwecAIWAAAAAAQAAABkBLAETAALABcAIwA3AAATITIWBwEGIicBJjYXARYUBwEGJjURNDYJATYWFREUBicBJjQHARYGIyEiJjcBNjIfARYyPwE2MhkEfgoFCP3MCBQI%2FcwIBQMBCAgI%2FvgICgoDjAEICAoKCP74CFwBbAgFCvuCCgUIAWwIFAikCBQIpAgUBEwKCP3JCAgCNwgK2v74CBQI%2FvgIBQoCJgoF%2FvABCAgFCv3aCgUIAQgIFID%2BlAgKCggBbAgIpAgIpAgAAAAD%2F%2FD%2F8AS6BLoACQANABAAAAAyHwEWFA8BJzcTAScJAQUTA%2BAmDpkNDWPWXyL9mdYCZv4f%2FrNuBLoNmQ4mDlzWYP50%2FZrWAmb8anABTwAAAAEAAAAABLAEsAAPAAABETMyFh0BITU0NjsBEQEhArz6FR384B0V%2Bv4MBLACiv3aHRUyMhUdAiYCJgAAAAEADgAIBEwEnAAfAAABJTYWFREUBgcGLgE2NzYXEQURFAYHBi4BNjc2FxE0NgFwAoUnMFNGT4gkV09IQv2oWEFPiCRXT0hCHQP5ow8eIvzBN1EXGSltchkYEAIJm%2F2iKmAVGilucRoYEQJ%2FJioAAAACAAn%2F%2BAS7BKcAHQApAAAAMh4CFQcXFAcBFgYPAQYiJwEGIycHIi4CND4BBCIOARQeATI%2BATQmAZDItoNOAQFOARMXARY7GikT%2Fu13jgUCZLaDTk6DAXKwlFZWlLCUVlYEp06DtmQCBY15%2Fu4aJRg6FBQBEk0BAU6Dtsi2g1tWlLCUVlaUsJQAAQBkAFgErwREABkAAAE%2BAh4CFRQOAwcuBDU0PgIeAQKJMHt4dVg2Q3mEqD4%2Bp4V4Qzhadnh5A7VESAUtU3ZAOXmAf7JVVbJ%2FgHk5QHZTLQVIAAAAAf%2FTAF4EewSUABgAAAETNjIXEyEyFgcFExYGJyUFBiY3EyUmNjMBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAyABYRMT%2Fp8RDPn%2BbxQLDPb3DAsUAZD7DBEAAv%2FTAF4EewSUABgAIgAAARM2MhcTITIWBwUTFgYnJQUGJjcTJSY2MwUjFwc3Fyc3IycBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAfPwxUrBw0rA6k4DIAFhExP%2BnxEM%2Bf5vFAsM9vcMCxQBkPsMEWSO4ouM5YzTAAABAAAAAASwBLAAJgAAATIWHQEUBiMVFBYXBR4BHQEUBiMhIiY9ATQ2NyU%2BAT0BIiY9ATQ2Alh8sD4mDAkBZgkMDwr7ggoPDAkBZgkMJj6wBLCwfPouaEsKFwbmBRcKXQoPDwpdChcF5gYXCktoLvp8sAAAAA0AAAAABLAETAAPABMAIwAnACsALwAzADcARwBLAE8AUwBXAAATITIWFREUBiMhIiY1ETQ2FxUzNSkBIgYVERQWMyEyNjURNCYzFTM1BRUzNSEVMzUFFTM1IRUzNQchIgYVERQWMyEyNjURNCYFFTM1IRUzNQUVMzUhFTM1GQR%2BCg8PCvuCCg8PVWQCo%2F3aCg8PCgImCg8Pc2T8GGQDIGT8GGQDIGTh%2FdoKDw8KAiYKDw%2F872QDIGT8GGQDIGQETA8K%2B%2BYKDw8KBBoKD2RkZA8K%2FqIKDw8KAV4KD2RkyGRkZGTIZGRkZGQPCv6iCg8PCgFeCg9kZGRkZMhkZGRkAAAEAAAAAARMBEwADwAfAC8APwAAEyEyFhURFAYjISImNRE0NikBMhYVERQGIyEiJjURNDYBITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NjIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR39vQGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHQRMHRX%2BcBUdHRUBkBUdHRX%2BcBUdHRUBkBUd%2FagdFf5wFR0dFQGQFR0dFf5wFR0dFQGQFR0AAAkAAAAABEwETAAPAB8ALwA%2FAE8AXwBvAH8AjwAAEzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2MsgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR0ETB0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHf5wHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0ABgAAAAAEsARMAA8AHwAvAD8ATwBfAAATMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYyyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHQRMHRXIFR0dFcgVHR0VyBUdHRXIFR3%2BcB0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHQAAAAABACYALAToBCAAFwAACQE2Mh8BFhQHAQYiJwEmND8BNjIfARYyAdECOwgUB7EICPzxBxUH%2FoAICLEHFAirBxYB3QI7CAixBxQI%2FPAICAGACBQHsQgIqwcAAQBuAG4EQgRCACMAAAEXFhQHCQEWFA8BBiInCQEGIi8BJjQ3CQEmND8BNjIXCQE2MgOIsggI%2FvUBCwgIsggVB%2F70%2FvQHFQiyCAgBC%2F71CAiyCBUHAQwBDAcVBDuzCBUH%2FvT%2B9AcVCLIICAEL%2FvUICLIIFQcBDAEMBxUIsggI%2FvUBDAcAAwAX%2F%2BsExQSZABkAJQBJAAAAMh4CFRQHARYUDwEGIicBBiMiLgI0PgEEIg4BFB4BMj4BNCYFMzIWHQEzMhYdARQGKwEVFAYrASImPQEjIiY9ATQ2OwE1NDYBmcSzgk1OASwICG0HFQj%2B1HeOYrSBTU2BAW%2BzmFhYmLOZWFj%2BvJYKD0sKDw8KSw8KlgoPSwoPDwpLDwSZTYKzYo15%2FtUIFQhsCAgBK01NgbTEs4JNWJmzmFhYmLOZIw8KSw8KlgoPSwoPDwpLDwqWCg9LCg8AAAMAF%2F%2FrBMUEmQAZACUANQAAADIeAhUUBwEWFA8BBiInAQYjIi4CND4BBCIOARQeATI%2BATQmBSEyFh0BFAYjISImPQE0NgGZxLOCTU4BLAgIbQcVCP7Ud45itIFNTYEBb7OYWFiYs5lYWP5YAV4KDw8K%2FqIKDw8EmU2Cs2KNef7VCBUIbAgIAStNTYG0xLOCTViZs5hYWJizmYcPCpYKDw8KlgoPAAAAAAIAFwAXBJkEsAAPAC0AAAEzMhYVERQGKwEiJjURNDYFNRYSFRQOAiIuAjU0EjcVDgEVFB4BMj4BNTQmAiZkFR0dFWQVHR0BD6fSW5vW6tabW9KnZ3xyxejFcnwEsB0V%2FnAVHR0VAZAVHeGmPv7ZuHXWm1tbm9Z1uAEnPqY3yHh0xXJyxXR4yAAEAGQAAASwBLAADwAfAC8APwAAATMyFhURFAYrASImNRE0NgEzMhYVERQGKwEiJjURNDYBMzIWFREUBisBIiY1ETQ2BTMyFh0BFAYrASImPQE0NgQBlgoPDwqWCg8P%2Ft6WCg8PCpYKDw%2F%2B3pYKDw8KlgoPD%2F7elgoPDwqWCg8PBLAPCvuCCg8PCgR%2BCg%2F%2BcA8K%2FRIKDw8KAu4KD%2F7UDwr%2BPgoPDwoBwgoPyA8K%2BgoPDwr6Cg8AAAAAAgAaABsElgSWAEcATwAAATIfAhYfATcWFwcXFh8CFhUUDwIGDwEXBgcnBwYPAgYjIi8CJi8BByYnNycmLwImNTQ%2FAjY%2FASc2Nxc3Nj8CNhIiBhQWMjY0AlghKSYFMS0Fhj0rUAMZDgGYBQWYAQ8YA1AwOIYFLDIFJisfISkmBTEtBYY8LFADGQ0ClwYGlwINGQNQLzqFBS0xBSYreLJ%2BfrJ%2BBJYFmAEOGQJQMDmGBSwxBiYrHiIoJgYxLAWGPSxRAxkOApcFBZcCDhkDUTA5hgUtMAYmKiAhKCYGMC0Fhj0sUAIZDgGYBf6ZfrF%2BfrEABwBkAAAEsAUUABMAFwAhACUAKQAtADEAAAEhMhYdASEyFh0BITU0NjMhNTQ2FxUhNQERFAYjISImNREXETMRMxEzETMRMxEzETMRAfQBLCk7ARMKD%2Fu0DwoBEzspASwBLDsp%2FUQpO2RkZGRkZGRkBRQ7KWQPCktLCg9kKTtkZGT%2B1PzgKTs7KQMgZP1EArz9RAK8%2FUQCvP1EArwAAQAMAAAFCATRAB8AABMBNjIXARYGKwERFAYrASImNREhERQGKwEiJjURIyImEgJsCBUHAmAIBQqvDwr6Cg%2F%2B1A8K%2BgoPrwoFAmoCYAcH%2FaAICv3BCg8PCgF3%2FokKDw8KAj8KAAIAZAAAA%2BgEsAARABcAAAERFBYzIREUBiMhIiY1ETQ2MwEjIiY9AQJYOykBLB0V%2FOAVHR0VA1L6FR0EsP5wKTv9dhUdHRUETBUd%2FnAdFfoAAwAXABcEmQSZAA8AGwAwAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBTMyFhURMzIWHQEUBisBIiY1ETQ2AePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnL%2BfDIKD68KDw8K%2BgoPDwSZW5vW6tabW1ub1urWmztyxejFcnLF6MUNDwr%2B7Q8KMgoPDwoBXgoPAAAAAAL%2FnAAABRQEsAALAA8AACkBAyMDIQEzAzMDMwEDMwMFFP3mKfIp%2FeYBr9EVohTQ%2Fp4b4BsBkP5wBLD%2B1AEs%2FnD%2B1AEsAAAAAAIAZAAABLAEsAAVAC8AAAEzMhYVETMyFgcBBiInASY2OwERNDYBMzIWFREUBiMhIiY1ETQ2OwEyFh0BITU0NgImyBUdvxQLDf65DSYN%2FrkNCxS%2FHQJUMgoPDwr75goPDwoyCg8DhA8EsB0V%2Fj4XEP5wEBABkBAXAcIVHfzgDwr%2BogoPDwoBXgoPDwqvrwoPAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUzMhYVETMyFgcDBiInAyY2OwERNDYB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv58lgoPiRUKDd8NJg3fDQoViQ8EmVub1urWm1tbm9bq1ps7csXoxXJyxejFDQ8K%2Fu0XEP7tEBABExAXARMKDwAAAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiUTFgYrAREUBisBIiY1ESMiJjcTNjIB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv7n3w0KFYkPCpYKD4kVCg3fDSYEmVub1urWm1tbm9bq1ps7csXoxXJyxejFAf7tEBf%2B7QoPDwoBExcQARMQAAAAAAIAAAAABLAEsAAZADkAABMhMhYXExYVERQGBwYjISImJyY1EzQ3Ez4BBSEiBgcDBhY7ATIWHwEeATsBMjY%2FAT4BOwEyNicDLgHhAu4KEwO6BwgFDBn7tAweAgYBB7kDEwKX%2FdQKEgJXAgwKlgoTAiYCEwr6ChMCJgITCpYKDAJXAhIEsA4K%2FXQYGf5XDB4CBggEDRkBqRkYAowKDsgOC%2F4%2BCw4OCpgKDg4KmAoODgsBwgsOAAMAFwAXBJkEmQAPABsAJwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUXFhQPAQYmNRE0NgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJy%2Fov9ERH9EBgYBJlbm9bq1ptbW5vW6tabO3LF6MVycsXoxV2%2BDCQMvgwLFQGQFQsAAQAXABcEmQSwACgAAAE3NhYVERQGIyEiJj8BJiMiDgEUHgEyPgE1MxQOAiIuAjQ%2BAjMyA7OHBwsPCv6WCwQHhW2BdMVycsXoxXKWW5vW6tabW1ub1nXABCSHBwQL%2FpYKDwsHhUxyxejFcnLFdHXWm1tbm9bq1ptbAAAAAAIAFwABBJkEsAAaADUAAAE3NhYVERQGIyEiJj8BJiMiDgEVIzQ%2BAjMyEzMUDgIjIicHBiY1ETQ2MyEyFg8BFjMyPgEDs4cHCw8L%2FpcLBAeGboF0xXKWW5vWdcDrllub1nXAnIYHCw8LAWgKBQiFboJ0xXIEJIcHBAv%2BlwsPCweGS3LFdHXWm1v9v3XWm1t2hggFCgFoCw8LB4VMcsUAAAAKAGQAAASwBLAADwAfAC8APwBPAF8AbwB%2FAI8AnwAAEyEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0NgczMhYdARQGKwEiJj0BNDYzITIWHQEUBiMhIiY9ATQ2BzMyFh0BFAYrASImPQE0NjMhMhYdARQGIyEiJj0BNDYHMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0Nn0EGgoPDwr75goPDwPA%2FK4KDw8KA1IKDw%2F9CDIKDw8KMgoPD9IBwgoPDwr%2BPgoPD74yCg8PCjIKDw%2FSAcIKDw8K%2Fj4KDw%2B%2BMgoPDwoyCg8P0gHCCg8PCv4%2BCg8PvjIKDw8KMgoPD9IBwgoPDwr%2BPgoPDwSwDwr7ggoPDwoEfgoPyA8K%2FK4KDw8KA1IKD2QPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKDwAAAAACAAAAAARMBLAAGQAjAAABNTQmIyEiBh0BIyIGFREUFjMhMjY1ETQmIyE1NDY7ATIWHQEDhHVT%2FtRSdmQpOzspA4QpOzsp%2FageFMgUHgMgyFN1dlLIOyn9qCk7OykCWCk7lhUdHRWWAAIAZAAABEwETAAJADcAABMzMhYVESMRNDYFMhcWFREUBw4DIyIuAScuAiMiBwYjIicmNRE%2BATc2HgMXHgIzMjc2fTIKD2QPA8AEBRADIUNAMRwaPyonKSxHHlVLBwgGBQ4WeDsXKC4TOQQpLUUdZ1AHBEwPCvvNBDMKDzACBhH%2BWwYGO1AkDQ0ODg8PDzkFAwcPAbY3VwMCAwsGFAEODg5XCAAAAwAAAAAEsASXACEAMQBBAAAAMh4CFREUBisBIiY1ETQuASAOARURFAYrASImNRE0PgEDMzIWFREUBisBIiY1ETQ2ITMyFhURFAYrASImNRE0NgHk6N6jYw8KMgoPjeT%2B%2BuSNDwoyCg9joyqgCAwMCKAIDAwCYKAIDAwIoAgMDASXY6PedP7UCg8PCgEsf9FyctF%2F%2FtQKDw8KASx03qP9wAwI%2FjQIDAwIAcwIDAwI%2FjQIDAwIAcwIDAAAAAACAAAA0wRHA90AFQA5AAABJTYWFREUBiclJisBIiY1ETQ2OwEyBTc2Mh8BFhQPARcWFA8BBiIvAQcGIi8BJjQ%2FAScmND8BNjIXAUEBAgkMDAn%2B%2FhUZ%2BgoPDwr6GQJYeAcUByIHB3h4BwciBxQHeHgHFAciBwd3dwcHIgcUBwMurAYHCv0SCgcGrA4PCgFeCg%2BEeAcHIgcUB3h4BxQHIgcHd3cHByIHFAd4eAcUByIICAAAAAACAAAA0wNyA90AFQAvAAABJTYWFREUBiclJisBIiY1ETQ2OwEyJTMWFxYVFAcGDwEiLwEuATc2NTQnJjY%2FATYBQQECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcDLqwGBwr9EgoHBqwODwoBXgoPZAEJgaGafwkBAQYXBxMIZ36EaggUBxYFAAAAAAMAAADEBGID7AAbADEASwAAATMWFxYVFAYHBgcjIi8BLgE3NjU0JicmNj8BNgUlNhYVERQGJyUmKwEiJjURNDY7ATIlMxYXFhUUBwYPASIvAS4BNzY1NCcmNj8BNgPHAwsGh0RABwoDCQcqCAIGbzs3BgIJKgf9ggECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcD7AEJs9lpy1QJAQYiBhQIlrJarEcJFAYhBb6sBgcK%2FRIKBwasDg8KAV4KD2QBCYGhmn8JAQEGFwcTCGd%2BhGoIFQYWBQAAAAANAAAAAASwBLAACQAVABkAHQAhACUALQA7AD8AQwBHAEsATwAAATMVIxUhFSMRIQEjFTMVIREjESM1IQURIREhESERBSM1MwUjNTMBMxEhETM1MwEzFSMVIzUjNTM1IzUhBREhEQcjNTMFIzUzASM1MwUhNSEB9GRk%2FnBkAfQCvMjI%2FtTIZAJY%2B7QBLAGQASz84GRkArxkZP1EyP4MyGQB9MhkyGRkyAEs%2FUQBLGRkZAOEZGT%2BDGRkAfT%2B1AEsA4RkZGQCWP4MZMgBLAEsyGT%2B1AEs%2FtQBLMhkZGT%2BDP4MAfRk%2FtRkZGRkyGTI%2FtQBLMhkZGT%2B1GRkZAAAAAAJAAAAAASwBLAAAwAHAAsADwATABcAGwAfACMAADcjETMTIxEzASMRMxMjETMBIxEzASE1IRcjNTMXIzUzBSM1M2RkZMhkZAGQyMjIZGQBLMjI%2FOD%2B1AEsyGRkyGRkASzIyMgD6PwYA%2Bj8GAPo%2FBgD6PwYA%2Bj7UGRkW1tbW1sAAAIAAAAKBKYEsAANABUAAAkBFhQHAQYiJwETNDYzBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAUM7Uzs7UzsEsP1WCBQI%2FjAICAKqAdsKD807O1Q7OwAAAAADAAAACgXSBLAADQAZACEAAAkBFhQHAQYiJwETNDYzIQEWFAcBBiIvAQkBBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAwYCqggI%2FjAIFAg4Aaj9RP7TO1M7O1M7BLD9VggUCP4wCAgCqgHbCg%2F9VggUCP4wCAg4AaoCvM07O1Q7OwAAAAABAGQAAASwBLAAJgAAASEyFREUDwEGJjURNCYjISIPAQYWMyEyFhURFAYjISImNRE0PwE2ASwDOUsSQAgKDwr9RBkSQAgFCgK8Cg8PCvyuCg8SixIEsEv8fBkSQAgFCgO2Cg8SQAgKDwr8SgoPDwoDzxkSixIAAAABAMj%2F%2FwRMBLAACgAAEyEyFhURCQERNDb6AyAVHf4%2B%2Fj4dBLAdFfuCAbz%2BQwR%2FFR0AAAAAAwAAAAAEsASwABUARQBVAAABISIGBwMGHwEeATMhMjY%2FATYnAy4BASMiBg8BDgEjISImLwEuASsBIgYVERQWOwEyNj0BNDYzITIWHQEUFjsBMjY1ETQmASEiBg8BBhYzITI2LwEuAQM2%2FkQLEAFOBw45BhcKAcIKFwY%2BDgdTARABVpYKFgROBBYK%2FdoKFgROBBYKlgoPDwqWCg8PCgLuCg8PCpYKDw%2F%2Bsf4MChMCJgILCgJYCgsCJgITBLAPCv7TGBVsCQwMCWwVGAEtCg%2F%2BcA0JnAkNDQmcCQ0PCv12Cg8PCpYKDw8KlgoPDwoCigoP%2FagOCpgKDg4KmAoOAAAAAAQAAABkBLAETAAdACEAKQAxAAABMzIeAh8BMzIWFREUBiMhIiY1ETQ2OwE%2BBAEVMzUEIgYUFjI2NCQyFhQGIiY0AfTIOF00JAcGlik7Oyn8GCk7OymWAgknM10ByGT%2Bz76Hh76H%2Fu9WPDxWPARMKTs7FRQ7Kf2oKTs7KQJYKTsIG0U1K%2F7UZGRGh76Hh74IPFY8PFYAAAAAAgA1AAAEsASvACAAIwAACQEWFx4BHwEVITUyNi8BIQYHBh4CMxUhNTY3PgE%2FAQEDIQMCqQGBFCgSJQkK%2Fl81LBFS%2Fnk6IgsJKjIe%2FpM4HAwaBwcBj6wBVKIEr%2FwaMioTFQECQkJXLd6RWSIuHAxCQhgcDCUNDQPu%2FVoByQAAAAADAGQAAAPwBLAAJwAyADsAAAEeBhUUDgMjITU%2BATURNC4EJzUFMh4CFRQOAgclMzI2NTQuAisBETMyNjU0JisBAvEFEzUwOyodN1htbDD%2BDCk7AQYLFyEaAdc5dWM%2BHy0tEP6Pi05pESpTPnbYUFJ9Xp8CgQEHGB0zOlIuQ3VONxpZBzMoAzsYFBwLEAkHRwEpSXNDM1s6KwkxYUopOzQb%2FK5lUFqBAAABAMgAAANvBLAAGQAAARcOAQcDBhYXFSE1NjcTNjQuBCcmJzUDbQJTQgeECSxK%2Fgy6Dq0DAw8MHxUXDQYEsDkTNSj8uTEoBmFhEFIDQBEaExAJCwYHAwI5AAAAAAL%2FtQAABRQEsAAlAC8AAAEjNC4FKwERFBYfARUhNTI%2BAzURIyIOBRUjESEFIxEzByczESM3BRQyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj7m0tLfX1LS30DhBUgFQ4IAwH8rhYZAQJkZAEFCRUOA1IBAwgOFSAVASzI%2FOCnpwMgpwACACH%2FtQSPBLAAJQAvAAABIzQuBSsBERQWHwEVITUyPgM1ESMiDgUVIxEhEwc1IRUnNxUhNQRMMggLGRMmGBnIMhkZ%2FnAEDiIaFsgZGCYTGQsIMgPoQ6f84KenAyADhBUgFQ4IAwH9dhYZAQJkZAEFCRUOAooBAwgOFSAVASz7gn1LS319S0sABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyAlgVHR0V%2FagVHR0VA%2BgVHR0V%2FBgVHR0VAyAVHR0V%2FOAVHR0VBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYDITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NgMhMhYdARQGIyEiJj0BNDb6ArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR3dArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AAAE1NDYzITIWHQEUBiMhIiYBNTQ2MyEyFh0BFAYjISImEzU0NjMhMhYdARQGIyEiJgE1NDYzITIWHQEUBiMhIiYB9B0VAlgVHR0V%2FagVHf5wHRUD6BUdHRX8GBUdyB0VAyAVHR0V%2FOAVHf7UHRUETBUdHRX7tBUdA7ZkFR0dFWQVHR3%2B6WQVHR0VZBUdHf7pZBUdHRVkFR0d%2FulkFR0dFWQVHR0AAAQAAAAABLAETAAPAB8ALwA%2FAAATITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2MgRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dBEwdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAgAAAAABLAETAAPAB8ALwA%2FAE8AXwBvAH8AABMzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2MmQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR0ETB0VZBUdHRVkFR0dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdHRVkFR0dFWQVHf7UHRVkFR0dFWQVHR0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0dFWQVHR0VZBUdAAAG%2F5wAAASwBEwAAwATACMAKgA6AEoAACEjETsCMhYdARQGKwEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2BQc1IzUzNQUhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2AZBkZJZkFR0dFWQVHR0VAfQVHR0V%2FgwVHR3%2B%2BqfIyAHCASwVHR0V%2FtQVHR0VAlgVHR0V%2FagVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR36fUtkS68dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAAABgAAAAAFFARMAA8AEwAjACoAOgBKAAATMzIWHQEUBisBIiY9ATQ2ASMRMwEhMhYdARQGIyEiJj0BNDYFMxUjFSc3BSEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyZBUdHRVkFR0dA2dkZPyuAfQVHR0V%2FgwVHR0EL8jIp6f75gEsFR0dFf7UFR0dFQJYFR0dFf2oFR0dBEwdFWQVHR0VZBUd%2B7QETP7UHRVkFR0dFWQVHchkS319rx0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0AAAAAAgAAAMgEsAPoAA8AEgAAEyEyFhURFAYjISImNRE0NgkCSwLuHywsH%2F0SHywsBIT%2B1AEsA%2BgsH%2F12HywsHwKKHyz9RAEsASwAAwAAAAAEsARMAA8AFwAfAAATITIWFREUBiMhIiY1ETQ2FxE3BScBExEEMhYUBiImNCwEWBIaGhL7qBIaGkr3ASpKASXs%2FNJwTk5wTgRMGhL8DBIaGhID9BIaZP0ftoOcAT7%2B4AH0dE5vT09vAAAAAAIA2wAFBDYEkQAWAB4AAAEyHgEVFAcOAQ8BLgQnJjU0PgIWIgYUFjI2NAKIdcZzRkWyNjYJIV5YbSk8RHOft7eCgreCBJF4ynVzj23pPz4IIWZomEiEdVijeUjDgriBgbgAAAACABcAFwSZBJkADwAXAAAAMh4CFA4CIi4CND4BAREiDgEUHgEB4%2BrWm1tbm9bq1ptbW5sBS3TFcnLFBJlbm9bq1ptbW5vW6tab%2FG8DVnLF6MVyAAACAHUAAwPfBQ8AGgA1AAABHgYVFA4DBy4DNTQ%2BBQMOAhceBBcWNj8BNiYnLgInJjc2IyYCKhVJT1dOPiUzVnB9P1SbfEokP0xXUEm8FykoAwEbITEcExUWAgYCCQkFEikMGiACCAgFD0iPdXdzdYdFR4BeRiYEBTpjl1lFh3ZzeHaQ%2Ff4hS4I6JUEnIw4IBwwQIgoYBwQQQSlZtgsBAAAAAwAAAAAEywRsAAwAKgAvAAABNz4CHgEXHgEPAiUhMhcHISIGFREUFjMhMjY9ATcRFAYjISImNRE0NgkBBzcBA%2BhsAgYUFR0OFgoFBmz9BQGQMje7%2FpApOzspAfQpO8i7o%2F5wpbm5Azj%2BlqE3AWMD9XMBAgIEDw4WKgsKc8gNuzsp%2FgwpOzsptsj%2BtKW5uaUBkKW5%2Ftf%2BljKqAWMAAgAAAAAEkwRMABsANgAAASEGByMiBhURFBYzITI2NTcVFAYjISImNRE0NgUBFhQHAQYmJzUmDgMHPgY3NT4BAV4BaaQ0wyk7OykB9Ck7yLml%2FnClubkCfwFTCAj%2BrAcLARo5ZFRYGgouOUlARioTAQsETJI2Oyn%2BDCk7OymZZ6W5uaUBkKW5G%2F7TBxUH%2Fs4GBAnLAQINFjAhO2JBNB0UBwHSCgUAAAAAAgAAAAAEnQRMAB0ANQAAASEyFwchIgYVERQWMyEyNj0BNxUUBiMhIiY1ETQ2CQE2Mh8BFhQHAQYiLwEmND8BNjIfARYyAV4BXjxDsv6jKTs7KQH0KTvIuaX%2BcKW5uQHKAYsHFQdlBwf97QcVB%2FgHB2UHFQdvCBQETBexOyn%2BDCk7OylFyNulubmlAZCluf4zAYsHB2UHFQf97AcH%2BAcVB2UHB28HAAAAAQAKAAoEpgSmADsAAAkBNjIXARYGKwEVMzU0NhcBFhQHAQYmPQEjFTMyFgcBBiInASY2OwE1IxUUBicBJjQ3ATYWHQEzNSMiJgE%2BAQgIFAgBBAcFCqrICggBCAgI%2FvgICsiqCgUH%2FvwIFAj%2B%2BAgFCq%2FICgj%2B%2BAgIAQgICsivCgUDlgEICAj%2B%2BAgKyK0KBAf%2B%2FAcVB%2F73BwQKrcgKCP74CAgBCAgKyK0KBAcBCQcVBwEEBwQKrcgKAAEAyAAAA4QETAAZAAATMzIWFREBNhYVERQGJwERFAYrASImNRE0NvpkFR0B0A8VFQ%2F%2BMB0VZBUdHQRMHRX%2BSgHFDggV%2FBgVCA4Bxf5KFR0dFQPoFR0AAAABAAAAAASwBEwAIwAAEzMyFhURATYWFREBNhYVERQGJwERFAYnAREUBisBIiY1ETQ2MmQVHQHQDxUB0A8VFQ%2F%2BMBUP%2FjAdFWQVHR0ETB0V%2FkoBxQ4IFf5KAcUOCBX8GBUIDgHF%2FkoVCA4Bxf5KFR0dFQPoFR0AAAABAJ0AGQSwBDMAFQAAAREUBicBERQGJwEmNDcBNhYVEQE2FgSwFQ%2F%2BMBUP%2FhQPDwHsDxUB0A8VBBr8GBUIDgHF%2FkoVCA4B4A4qDgHgDggV%2FkoBxQ4IAAAAAQDIABYEMwQ2AAsAABMBFhQHAQYmNRE0NvMDLhIS%2FNISGRkEMv4OCx4L%2Fg4LDhUD6BUOAAIAyABkA4QD6AAPAB8AABMzMhYVERQGKwEiJjURNDYhMzIWFREUBisBIiY1ETQ2%2BsgVHR0VyBUdHQGlyBUdHRXIFR0dA%2BgdFfzgFR0dFQMgFR0dFfzgFR0dFQMgFR0AAAEAyABkBEwD6AAPAAABERQGIyEiJjURNDYzITIWBEwdFfzgFR0dFQMgFR0DtvzgFR0dFQMgFR0dAAAAAAEAAAAZBBMEMwAVAAABETQ2FwEWFAcBBiY1EQEGJjURNDYXAfQVDwHsDw%2F%2BFA8V%2FjAPFRUPAmQBthUIDv4gDioO%2FiAOCBUBtv47DggVA%2BgVCA4AAAH%2F%2FgACBLMETwAjAAABNzIWFRMUBiMHIiY1AwEGJjUDAQYmNQM0NhcBAzQ2FwEDNDYEGGQUHgUdFWQVHQL%2BMQ4VAv4yDxUFFQ8B0gIVDwHSAh0ETgEdFfwYFR0BHRUBtf46DwkVAbX%2BOQ4JFAPoFQkP%2Fj4BthQJDv49AbYVHQAAAQEsAAAD6ARMABkAAAEzMhYVERQGKwEiJjURAQYmNRE0NhcBETQ2A1JkFR0dFWQVHf4wDxUVDwHQHQRMHRX8GBUdHRUBtv47DggVA%2BgVCA7%2BOwG2FR0AAAIAZADIBLAESAALABsAAAkBFgYjISImNwE2MgEhMhYdARQGIyEiJj0BNDYCrgH1DwkW%2B%2B4WCQ8B9Q8q%2FfcD6BUdHRX8GBUdHQQ5%2FeQPFhYPAhwP%2FUgdFWQVHR0VZBUdAAEAiP%2F8A3UESgAFAAAJAgcJAQN1%2FqABYMX92AIoA4T%2Bn%2F6fxgIoAiYAAAAAAQE7%2F%2FwEKARKAAUAAAkBJwkBNwQo%2FdnGAWH%2Bn8YCI%2F3ZxgFhAWHGAAIAFwAXBJkEmQAPADMAAAAyHgIUDgIiLgI0PgEFIyIGHQEjIgYdARQWOwEVFBY7ATI2PQEzMjY9ATQmKwE1NCYB4%2BrWm1tbm9bq1ptbW5sBfWQVHZYVHR0Vlh0VZBUdlhUdHRWWHQSZW5vW6tabW1ub1urWm7odFZYdFWQVHZYVHR0Vlh0VZBUdlhUdAAAAAAIAFwAXBJkEmQAPAB8AAAAyHgIUDgIiLgI0PgEBISIGHQEUFjMhMjY9ATQmAePq1ptbW5vW6tabW1ubAkX%2BDBUdHRUB9BUdHQSZW5vW6tabW1ub1urWm%2F5%2BHRVkFR0dFWQVHQACABcAFwSZBJkADwAzAAAAMh4CFA4CIi4CND4BBCIPAScmIg8BBhQfAQcGFB8BFjI%2FARcWMj8BNjQvATc2NC8BAePq1ptbW5vW6tabW1ubAeUZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0JCXh4CQmNBJlbm9bq1ptbW5vW6tabrQl4eAkJjQkZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0AAgAXABcEmQSZAA8AJAAAADIeAhQOAiIuAjQ%2BAQEnJiIPAQYUHwEWMjcBNjQvASYiBwHj6tabW1ub1urWm1tbmwEVVAcVCIsHB%2FIHFQcBdwcHiwcVBwSZW5vW6tabW1ub1urWm%2F4xVQcHiwgUCPEICAF3BxUIiwcHAAAAAAMAFwAXBJkEmQAPADsASwAAADIeAhQOAiIuAjQ%2BAQUiDgMVFDsBFjc%2BATMyFhUUBgciDgUHBhY7ATI%2BAzU0LgMTIyIGHQEUFjsBMjY9ATQmAePq1ptbW5vW6tabW1ubAT8dPEIyIRSDHgUGHR8UFw4TARkOGhITDAIBDQ6tBx4oIxgiM0Q8OpYKDw8KlgoPDwSZW5vW6tabW1ub1urWm5ELHi9PMhkFEBQQFRIXFgcIBw4UHCoZCBEQKDhcNi9IKhsJ%2FeMPCpYKDw8KlgoPAAADABcAFwSZBJkADwAfAD4AAAAyHgIUDgIiLgI0PgEFIyIGHQEUFjsBMjY9ATQmAyMiBh0BFBY7ARUjIgYdARQWMyEyNj0BNCYrARE0JgHj6tabW1ub1urWm1tbmwGWlgoPDwqWCg8PCvoKDw8KS0sKDw8KAV4KDw8KSw8EmVub1urWm1tbm9bq1ptWDwqWCg8PCpYKD%2F7UDwoyCg%2FIDwoyCg8PCjIKDwETCg8AAgAAAAAEsASwAC8AXwAAATMyFh0BHgEXMzIWHQEUBisBDgEHFRQGKwEiJj0BLgEnIyImPQE0NjsBPgE3NTQ2ExUUBisBIiY9AQ4BBzMyFh0BFAYrAR4BFzU0NjsBMhYdAT4BNyMiJj0BNDY7AS4BAg2WCg9nlxvCCg8PCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw%2B5DwqWCg9EZheoCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmBLAPCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw8KlgoPZ5cbwgoP%2Fs2oCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmRA8KlgoPRGYAAwAXABcEmQSZAA8AGwA%2FAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBxcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyAePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnKaQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwdABxUHfHwHFQSZW5vW6tabW1ub1urWmztyxejFcnLF6MVaQAcVB3x8BxUHQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwAAAAMAFwAXBJkEmQAPABsAMAAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcXFhQHAQYiLwEmND8BNjIfATc2MgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJyg2oHB%2F7ACBQIyggIagcVB0%2FFBxUEmVub1urWm1tbm9bq1ps7csXoxXJyxejFfWoHFQf%2BvwcHywcVB2oICE%2FFBwAAAAMAFwAXBJkEmQAPABgAIQAAADIeAhQOAiIuAjQ%2BAQUiDgEVFBcBJhcBFjMyPgE1NAHj6tabW1ub1urWm1tbmwFLdMVyQQJLafX9uGhzdMVyBJlbm9bq1ptbW5vW6tabO3LFdHhpAktB0P24PnLFdHMAAAAAAQAXAFMEsAP5ABUAABMBNhYVESEyFh0BFAYjIREUBicBJjQnAgoQFwImFR0dFf3aFxD99hACRgGrDQoV%2Ft0dFcgVHf7dFQoNAasNJgAAAAABAAAAUwSZA%2FkAFQAACQEWFAcBBiY1ESEiJj0BNDYzIRE0NgJ%2FAgoQEP32EBf92hUdHRUCJhcD8f5VDSYN%2FlUNChUBIx0VyBUdASMVCgAAAAEAtwAABF0EmQAVAAAJARYGIyERFAYrASImNREhIiY3ATYyAqoBqw0KFf7dHRXIFR3%2B3RUKDQGrDSYEif32EBf92hUdHRUCJhcQAgoQAAAAAQC3ABcEXQSwABUAAAEzMhYVESEyFgcBBiInASY2MyERNDYCJsgVHQEjFQoN%2FlUNJg3%2BVQ0KFQEjHQSwHRX92hcQ%2FfYQEAIKEBcCJhUdAAABAAAAtwSZBF0AFwAACQEWFAcBBiY1EQ4DBz4ENxE0NgJ%2FAgoQEP32EBdesKWBJAUsW4fHfhcEVf5VDSYN%2FlUNChUBIwIkRHVNabGdcUYHAQYVCgACAAAAAASwBLAAFQArAAABITIWFREUBi8BBwYiLwEmND8BJyY2ASEiJjURNDYfATc2Mh8BFhQPARcWBgNSASwVHRUOXvkIFAhqBwf5Xg4I%2FiH%2B1BUdFQ5e%2BQgUCGoHB%2FleDggEsB0V%2FtQVCA5e%2BQcHaggUCPleDhX7UB0VASwVCA5e%2BQcHaggUCPleDhUAAAACAEkASQRnBGcAFQArAAABFxYUDwEXFgYjISImNRE0Nh8BNzYyASEyFhURFAYvAQcGIi8BJjQ%2FAScmNgP2agcH%2BV4OCBX%2B1BUdFQ5e%2BQgU%2FQwBLBUdFQ5e%2BQgUCGoHB%2FleDggEYGoIFAj5Xg4VHRUBLBUIDl75B%2F3xHRX%2B1BUIDl75BwdqCBQI%2BV4OFQAAAAADABcAFwSZBJkADwAfAC8AAAAyHgIUDgIiLgI0PgEFIyIGFxMeATsBMjY3EzYmAyMiBh0BFBY7ATI2PQE0JgHj6tabW1ub1urWm1tbmwGz0BQYBDoEIxQ2FCMEOgQYMZYKDw8KlgoPDwSZW5vW6tabW1ub1urWm7odFP7SFB0dFAEuFB3%2BDA8KlgoPDwqWCg8AAAAABQAAAAAEsASwAEkAVQBhAGgAbwAAATIWHwEWHwEWFxY3Nj8BNjc2MzIWHwEWHwIeATsBMhYdARQGKwEiBh0BIREjESE1NCYrASImPQE0NjsBMjY1ND8BNjc%2BBAUHBhY7ATI2LwEuAQUnJgYPAQYWOwEyNhMhIiY1ESkBERQGIyERAQQJFAUFFhbEFQ8dCAsmxBYXERUXMA0NDgQZCAEPCj0KDw8KMgoP%2FnDI%2FnAPCjIKDw8KPQsOCRkFDgIGFRYfAp2mBwQK2woKAzMDEP41sQgQAzMDCgrnCwMe%2FokKDwGQAlgPCv6JBLAEAgIKDXYNCxUJDRZ2DQoHIREQFRh7LAkLDwoyCg8PCq8BLP7UrwoPDwoyCg8GBQQwgBkUAwgWEQ55ogcKDgqVCgSqnQcECo8KDgr8cg8KAXf%2BiQoPAZAAAAAAAgAAAAwErwSmACsASQAAATYWFQYCDgQuAScmByYOAQ8BBiY1NDc%2BATc%2BAScuAT4BNz4GFyYGBw4BDwEOBAcOARY2Nz4CNz4DNz4BBI0IGgItQmxhi2KORDg9EQQRMxuZGhYqCFUYEyADCQIQOjEnUmFch3vAJQgdHyaiPT44XHRZUhcYDhItIRmKcVtGYWtbKRYEBKYDEwiy%2Ft3IlVgxEQgLCwwBAQIbG5kYEyJAJghKFRE8Hzdff4U%2FM0o1JSMbL0QJGCYvcSEhHjZST2c1ODwEJygeW0AxJUBff1UyFAABAF0AHgRyBM8ATwAAAQ4BHgQXLgc%2BATceAwYHDgQHBicmNzY3PgQuAScWDgMmJy4BJyY%2BBDcGHgM3PgEuAicmPgMCjScfCic4R0IgBBsKGAoQAwEJEg5gikggBhANPkpTPhZINx8SBgsNJysiCRZOQQoVNU1bYC9QZwICBAUWITsoCAYdJzIYHw8YIiYHDyJJYlkEz0OAZVxEOSQMBzgXOB42IzElKRIqg5Gnl0o3Z0c6IAYWCwYNAwQFIDhHXGF1OWiqb0sdBxUknF0XNTQ8PEUiNWNROBYJDS5AQVUhVZloUSkAAAAAA%2F%2FcAGoE1ARGABsAPwBRAAAAMh4FFA4FIi4FND4EBSYGFxYVFAYiJjU0NzYmBwYHDgEXHgQyPgM3NiYnJgUHDgEXFhcWNj8BNiYnJicuAQIGpJ17bk85HBw6T257naKde25POhwcOU9uewIPDwYIGbD4sBcIBw5GWg0ECxYyWl%2BDiINfWjIWCwQMWv3%2FIw8JCSU4EC0OIw4DDywtCyIERi1JXGJcSSpJXGJcSS0tSVxiXEkqSVxiXEncDwYTOT58sLB8OzcTBg9FcxAxEiRGXkQxMEVeRSQSMRF1HiQPLxJEMA0EDyIPJQ8sSRIEAAAABP%2FcAAAE1ASwABQAJwA7AEwAACEjNy4ENTQ%2BBTMyFzczEzceARUUDgMHNz4BNzYmJyYlBgcOARceBBc3LgE1NDc2JhcHDgEXFhcWNj8CJyYnLgECUJQfW6l2WSwcOU9ue51SPUEglCYvbIknUGqYUi5NdiYLBAw2%2FVFGWg0ECxIqSExoNSlrjxcIB3wjDwkJJTgQLQ4MFgMsLQsieBRhdHpiGxVJXGJcSS0Pef5StVXWNBpacm5jGq0xiD8SMRFGckVzEDESHjxRQTkNmhKnbjs3EwZwJA8vEkQwDQQPC1YELEkSBAAAAAP%2FngAABRIEqwALABgAKAAAJwE2FhcBFgYjISImJSE1NDY7ATIWHQEhAQczMhYPAQ4BKwEiJi8BJjZaAoIUOBQCghUbJfryJRsBCgFZDwqWCg8BWf5DaNAUGAQ6BCMUNhQjBDoEGGQEKh8FIfvgIEdEhEsKDw8KSwLT3x0U%2FBQdHRT8FB0AAAABAGQAFQSwBLAAKAAAADIWFREBHgEdARQGJyURFh0BFAYvAQcGJj0BNDcRBQYmPQE0NjcBETQCTHxYAWsPFhgR%2FplkGhPNzRMaZP6ZERgWDwFrBLBYPv6t%2FrsOMRQpFA0M%2Bf75XRRAFRAJgIAJEBVAFF0BB%2FkMDRQpFDEOAUUBUz4AAAARAAAAAARMBLAAHQAnACsALwAzADcAOwA%2FAEMARwBLAE8AUwBXAFsAXwBjAAABMzIWHQEzMhYdASE1NDY7ATU0NjsBMhYdASE1NDYBERQGIyEiJjURFxUzNTMVMzUzFTM1MxUzNTMVMzUFFTM1MxUzNTMVMzUzFTM1MxUzNQUVMzUzFTM1MxUzNTMVMzUzFTM1A1JkFR0yFR37tB0VMh0VZBUdAfQdAQ8dFfwYFR1kZGRkZGRkZGRk%2FHxkZGRkZGRkZGT8fGRkZGRkZGRkZASwHRUyHRWWlhUdMhUdHRUyMhUd%2FnD9EhUdHRUC7shkZGRkZGRkZGRkyGRkZGRkZGRkZGTIZGRkZGRkZGRkZAAAAAMAAAAZBXcElwAZACUANwAAARcWFA8BBiY9ASMBISImPQE0NjsBATM1NDYBBycjIiY9ATQ2MyEBFxYUDwEGJj0BIyc3FzM1NDYEb%2FkPD%2FkOFZ%2F9qP7dFR0dFdECWPEV%2FamNetEVHR0VASMDGvkPD%2FkOFfG1jXqfFQSN5g4qDuYOCBWW%2FagdFWQVHQJYlhUI%2FpiNeh0VZBUd%2Fk3mDioO5g4IFZa1jXqWFQgAAAABAAAAAASwBEwAEgAAEyEyFhURFAYjIQERIyImNRE0NmQD6Ck7Oyn9rP7QZCk7OwRMOyn9qCk7%2FtQBLDspAlgpOwAAAAMAZAAABEwEsAAJABMAPwAAEzMyFh0BITU0NiEzMhYdASE1NDYBERQOBSIuBTURIRUUFRwBHgYyPgYmNTQ9AZbIFR3%2B1B0C0cgVHf7UHQEPBhgoTGacwJxmTCgYBgEsAwcNFB8nNkI2Jx8TDwUFAQSwHRX6%2BhUdHRX6%2BhUd%2FnD%2B1ClJalZcPigoPlxWakkpASz6CRIVKyclIRsWEAgJEBccISUnKhURCPoAAAAB%2F%2F8A1ARMA8IABQAAAQcJAScBBEzG%2Fp%2F%2Bn8UCJwGbxwFh%2Fp%2FHAicAAQAAAO4ETQPcAAUAAAkCNwkBBE392v3ZxgFhAWEDFf3ZAifH%2Fp8BYQAAAAAC%2F1EAZAVfA%2BgAFAApAAABITIWFREzMhYPAQYiLwEmNjsBESElFxYGKwERIRchIiY1ESMiJj8BNjIBlALqFR2WFQgO5g4qDuYOCBWW%2FoP%2BHOYOCBWWAYHX%2FRIVHZYVCA7mDioD6B0V%2FdkVDvkPD%2FkOFQGRuPkOFf5wyB0VAiYVDvkPAAABAAYAAASeBLAAMAAAEzMyFh8BITIWBwMOASMhFyEyFhQGKwEVFAYiJj0BIRUUBiImPQEjIiYvAQMjIiY0NjheERwEJgOAGB4FZAUsIf2HMAIXFR0dFTIdKh3%2B1B0qHR8SHQYFyTYUHh4EsBYQoiUY%2FiUVK8gdKh0yFR0dFTIyFR0dFTIUCQoDwR0qHQAAAAACAAAAAASwBEwACwAPAAABFSE1MzQ2MyEyFhUFIREhBLD7UMg7KQEsKTv9RASw%2B1AD6GRkKTs7Kcj84AACAAAAAAXcBEwADAAQAAATAxEzNDYzITIWFSEVBQEhAcjIyDspASwqOgH0ASz%2B1PtQASwDIP5wAlgpOzspyGT9RAK8AAEBRQAAA2sErwAbAAABFxYGKwERMzIWDwEGIi8BJjY7AREjIiY%2FATYyAnvmDggVlpYVCA7mDioO5g4IFZaWFQgO5g4qBKD5DhX9pxUO%2BQ8P%2BQ4VAlkVDvkPAAAAAQABAUQErwNrABsAAAEXFhQPAQYmPQEhFRQGLwEmND8BNhYdASE1NDYDqPkODvkPFf2oFQ%2F5Dg75DxUCWBUDYOUPKQ%2FlDwkUl5cUCQ%2FlDykP5Q8JFZWVFQkAAAAEAAAAAASwBLAACQAZAB0AIQAAAQMuASMhIgYHAwUhIgYdARQWMyEyNj0BNCYFNTMVMzUzFQSRrAUkFP1gFCQFrAQt%2FBgpOzspA%2BgpOzv%2Bq2RkZAGQAtwXLSgV%2FR1kOylkKTs7KWQpO8hkZGRkAAAAA%2F%2BcAGQEsARMAAsAIwAxAAAAMhYVERQGIiY1ETQDJSMTFgYjIisBIiYnAj0BNDU0PgE7ASUBFSIuAz0BND4CNwRpKh0dKh1k%2FV0mLwMRFQUCVBQdBDcCCwzIAqP8GAQOIhoWFR0dCwRMHRX8rhUdHRUDUhX8mcj%2B7BAIHBUBUQ76AgQQDw36%2FtT6AQsTKRwyGigUDAEAAAACAEoAAARmBLAALAA1AAABMzIWDwEeARcTFzMyFhQGBw4EIyIuBC8BLgE0NjsBNxM%2BATcnJjYDFjMyNw4BIiYCKV4UEgYSU3oPP3YRExwaEggeZGqfTzl0XFU%2BLwwLEhocExF2Pw96UxIGEyQyNDUxDDdGOASwFRMlE39N%2FrmtHSkoBwQLHBYSCg4REg4FBAgoKR2tAUdNfhQgExr7vgYGMT09AAEAFAAUBJwEnAAXAAABNwcXBxcHFycHJwcnBzcnNyc3Jxc3FzcDIOBO6rS06k7gLZubLeBO6rS06k7gLZubA7JO4C2bmy3gTuq0tOpO4C2bmy3gTuq0tAADAAAAZASwBLAAIQAtAD0AAAEzMhYdAQchMhYdARQHAw4BKwEiJi8BIyImNRE0PwI%2BARcPAREzFzMTNSE3NQEzMhYVERQGKwEiJjURNDYCijIoPBwBSCg8He4QLBf6B0YfHz0tNxSRYA0xG2SWZIjW%2Bv4%2BMv12ZBUdHRVkFR0dBLBRLJZ9USxkLR3%2BqBghMhkZJCcBkCQbxMYcKGTU1f6JZAF3feGv%2FtQdFf4MFR0dFQH0FR0AAAAAAwAAAAAEsARMACAAMAA8AAABMzIWFxMWHQEUBiMhFh0BFAYrASImLwImNRE0NjsBNgUzMhYVERQGKwEiJjURNDYhByMRHwEzNSchNQMCWPoXLBDuHTwo%2FrgcPCgyGzENYJEUNy09fP3pZBUdHRVkFR0dAl%2BIZJZkMjIBwvoETCEY%2FqgdLWQsUXYHlixRKBzGxBskAZAnJGRkHRX%2BDBUdHRUB9BUdZP6J1dSv4X0BdwADAAAAZAUOBE8AGwA3AEcAAAElNh8BHgEPASEyFhQGKwEDDgEjISImNRE0NjcXERchEz4BOwEyNiYjISoDLgQnJj8BJwUzMhYVERQGKwEiJjURNDYBZAFrHxZuDQEMVAEuVGxuVGqDBhsP%2FqoHphwOOmQBJYMGGw%2FLFRMSFv44AgoCCQMHAwUDAQwRklb9T2QVHR0VZBUdHQNp5hAWcA0mD3lMkE7%2BrRUoog0CDRElCkj%2BCVkBUxUoMjIBAgIDBQIZFrdT5B0V%2FgwVHR0VAfQVHQAAAAP%2FnABkBLAETwAdADYARgAAAQUeBBURFAYjISImJwMjIiY0NjMhJyY2PwE2BxcWBw4FKgIjIRUzMhYXEyE3ESUFMzIWFREUBisBIiY1ETQ2AdsBbgIIFBANrAf%2Bqg8bBoNqVW1sVAEuVQsBDW4WSpIRDAIDBQMHAwkDCgH%2BJd0PHAaCASZq%2FqoCUGQVHR0VZBUdHQRP5gEFEBEXC%2F3zDaIoFQFTTpBMeQ8mDXAWrrcWGQIFAwICAWQoFf6tWQH37OQdFf4MFR0dFQH0FR0AAAADAGEAAARMBQ4AGwA3AEcAAAAyFh0BBR4BFREUBiMhIiYvAQMmPwE%2BAR8BETQXNTQmBhURHAMOBAcGLwEHEyE3ESUuAQMhMhYdARQGIyEiJj0BNDYB3pBOAVMVKKIN%2FfMRJQoJ5hAWcA0mD3nGMjIBAgIDBQIZFrdT7AH3Wf6tFSiWAfQVHR0V%2FgwVHR0FDm5UaoMGGw%2F%2BqgemHA4OAWsfFm4NAQxUAS5U1ssVExIW%2FjgCCgIJAwcDBQMBDBGSVv6tZAElgwYb%2FQsdFWQVHR0VZBUdAAP%2F%2FQAGA%2BgFFAAPAC0ASQAAASEyNj0BNCYjISIGHQEUFgEVFAYiJjURBwYmLwEmNxM%2BBDMhMhYVERQGBwEDFzc2Fx4FHAIVERQWNj0BNDY3JREnAV4B9BUdHRX%2BDBUdHQEPTpBMeQ8mDXAWEOYBBRARFwsCDQ2iKBX9iexTtxYZAgUDAgIBMjIoFQFTWQRMHRVkFR0dFWQVHfzmalRubFQBLlQMAQ1uFh8BawIIEw8Mpgf%2Bqg8bBgHP%2Fq1WkhEMAQMFAwcDCQIKAv44FhITFcsPGwaDASVkAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBJSYGHQEhIgYdARQWMyEVFBY3JTY0AeLs1ptbW5vW7NabW1ubAob%2B7RAX%2Fu0KDw8KARMXEAETEASaW5vW7NabW1ub1uzWm%2F453w0KFYkPCpYKD4kVCg3fDSYAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgENAQYUFwUWNj0BITI2PQE0JiMhNTQmAeLs1ptbW5vW7NabW1ubASX%2B7RAQARMQFwETCg8PCv7tFwSaW5vW7NabW1ub1uzWm%2BjfDSYN3w0KFYkPCpYKD4kVCgAAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBAyYiBwMGFjsBERQWOwEyNjURMzI2AeLs1ptbW5vW7NabW1ubAkvfDSYN3w0KFYkPCpYKD4kVCgSaW5vW7NabW1ub1uzWm%2F5AARMQEP7tEBf%2B7QoPDwoBExcAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEFIyIGFREjIgYXExYyNxM2JisBETQmAeLs1ptbW5vW7NabW1ubAZeWCg%2BJFQoN3w0mDd8NChWJDwSaW5vW7NabW1ub1uzWm7sPCv7tFxD%2B7RAQARMQFwETCg8AAAMAGAAYBJgEmAAPAJYApgAAADIeAhQOAiIuAjQ%2BASUOAwcGJgcOAQcGFgcOAQcGFgcUFgcyHgEXHgIXHgI3Fg4BFx4CFxQGFBcWNz4CNy4BJy4BJyIOAgcGJyY2NS4BJzYuAQYHBicmNzY3HgIXHgMfAT4CJyY%2BATc%2BAzcmNzIWMjY3LgMnND4CJiceAT8BNi4CJwYHFB4BFS4CJz4BNxYyPgEB5OjVm1xcm9Xo1ZtcXJsBZA8rHDoKDz0PFD8DAxMBAzEFCRwGIgEMFhkHECIvCxU%2FOR0HFBkDDRQjEwcFaHUeISQDDTAMD0UREi4oLBAzDwQBBikEAQMLGhIXExMLBhAGKBsGBxYVEwYFAgsFAwMNFwQGCQcYFgYQCCARFwkKKiFBCwQCAQMDHzcLDAUdLDgNEiEQEgg%2FKhADGgMKEgoRBJhcm9Xo1ZtcXJvV6NWbEQwRBwkCAwYFBycPCxcHInIWInYcCUcYChQECA4QBAkuHgQPJioRFRscBAcSCgwCch0kPiAIAQcHEAsBAgsLIxcBMQENCQIPHxkCFBkdHB4QBgEBBwoMGBENBAMMJSAQEhYXDQ4qFBkKEhIDCQsXJxQiBgEOCQwHAQ0DBAUcJAwSCwRnETIoAwEJCwsLJQcKDBEAAAAAAQAAAAIErwSFABYAAAE2FwUXNxYGBw4BJwEGIi8BJjQ3ASY2AvSkjv79kfsGUE08hjv9rA8rD28PDwJYIk8EhVxliuh%2BWYcrIgsW%2FawQEG4PKxACV2XJAAYAAABgBLAErAAPABMAIwAnADcAOwAAEyEyFh0BFAYjISImPQE0NgUjFTMFITIWHQEUBiMhIiY9ATQ2BSEVIQUhMhYdARQGIyEiJj0BNDYFIRUhZAPoKTs7KfwYKTs7BBHIyPwYA%2BgpOzsp%2FBgpOzsEEf4MAfT8GAPoKTs7KfwYKTs7BBH%2B1AEsBKw7KWQpOzspZCk7ZGTIOylkKTs7KWQpO2RkyDspZCk7OylkKTtkZAAAAAIAZAAABEwEsAALABEAABMhMhYUBiMhIiY0NgERBxEBIZYDhBUdHRX8fBUdHQI7yP6iA4QEsB0qHR0qHf1E%2FtTIAfQB9AAAAAMAAABkBLAEsAAXABsAJQAAATMyFh0BITIWFREhNSMVIRE0NjMhNTQ2FxUzNQEVFAYjISImPQEB9MgpOwEsKTv%2BDMj%2BDDspASw7KcgB9Dsp%2FBgpOwSwOylkOyn%2BcGRkAZApO2QpO2RkZP1EyCk7OynIAAAABAAAAAAEsASwABUAKwBBAFcAABMhMhYPARcWFA8BBiIvAQcGJjURNDYpATIWFREUBi8BBwYiLwEmND8BJyY2ARcWFA8BFxYGIyEiJjURNDYfATc2MgU3NhYVERQGIyEiJj8BJyY0PwE2MhcyASwVCA5exwcHaggUCMdeDhUdAzUBLBUdFQ5exwgUCGoHB8deDgj%2BL2oHB8deDggV%2FtQVHRUOXscIFALLXg4VHRX%2B1BUIDl7HBwdqCBQIBLAVDl7HCBQIagcHx14OCBUBLBUdHRX%2B1BUIDl7HBwdqCBQIx14OFf0maggUCMdeDhUdFQEsFQgOXscHzl4OCBX%2B1BUdFQ5exwgUCGoHBwAAAAYAAAAABKgEqAAPABsAIwA7AEMASwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiQyFhQGIiY0JDIWFAYjIicHFhUUBiImNTQ2PwImNTQEMhYUBiImNCQyFhQGIiY0Advy3Z9fX5%2Fd8t2gXl6gAcbgv29vv%2BC%2Fb2%2F%2BLS0gIC0gAUwtICAWDg83ETNIMykfegEJ%2FoctICAtIAIdLSAgLSAEqF%2Bf3fLdoF5eoN3y3Z9Xb7%2Fgv29vv%2BC%2FBiAtISEtICAtIQqRFxwkMzMkIDEFfgEODhekIC0gIC0gIC0gIC0AAf%2FYAFoEuQS8AFsAACUBNjc2JicmIyIOAwcABw4EFx4BMzI3ATYnLgEjIgcGBwEOASY0NwA3PgEzMhceARcWBgcOBgcGIyImJyY2NwE2NzYzMhceARcWBgcBDgEnLgECIgHVWwgHdl8WGSJBMD8hIP6IDx4eLRMNBQlZN0ozAiQkEAcdEhoYDRr%2Bqw8pHA4BRyIjQS4ODyw9DQ4YIwwod26La1YOOEBGdiIwGkQB%2F0coW2tQSE5nDxE4Qv4eDyoQEAOtAdZbZWKbEQQUGjIhH%2F6JDxsdNSg3HT5CMwIkJCcQFBcMGv6uDwEcKQ4BTSIjIQEINykvYyMLKnhuiWZMBxtAOU6%2BRAH%2FSBg3ISSGV121Qv4kDwIPDyYAAAACAGQAWASvBEQAGQBEAAABPgIeAhUUDgMHLgQ1ND4CHgEFIg4DIi4DIyIGFRQeAhcWFx4EMj4DNzY3PgQ1NCYCiTB7eHVYNkN5hKg%2BPqeFeEM4WnZ4eQEjIT8yLSohJyktPyJDbxtBMjMPBw86KzEhDSIzKUAMBAgrKT8dF2oDtURIBS1TdkA5eYB%2FslVVsn%2BAeTlAdlMtBUgtJjY1JiY1NiZvTRc4SjQxDwcOPCouGBgwKEALBAkpKkQqMhNPbQACADn%2F8gR3BL4AFwAuAAAAMh8BFhUUBg8BJi8BNycBFwcvASY0NwEDNxYfARYUBwEGIi8BJjQ%2FARYfAQcXAQKru0KNQjgiHR8uEl%2F3%2FnvUaRONQkIBGxJpCgmNQkL%2B5UK6Qo1CQjcdLhJf9wGFBL5CjUJeKmsiHTUuEl%2F4%2FnvUahKNQrpCARv%2BRmkICY1CukL%2B5UJCjUK7Qjc3LxFf%2BAGFAAAAAAMAyAAAA%2BgEsAARABUAHQAAADIeAhURFAYjISImNRE0PgEHESERACIGFBYyNjQCBqqaZDo7Kf2oKTs8Zj4CWP7%2FVj09Vj0EsB4uMhX8Ryk7OykDuRUzLar9RAK8%2FRY9Vj09VgABAAAAAASwBLAAFgAACQEWFAYiLwEBEScBBRMBJyEBJyY0NjIDhgEbDx0qDiT%2B6dT%2BzP7oywEz0gEsAQsjDx0qBKH%2B5g8qHQ8j%2FvX%2B1NL%2BzcsBGAE01AEXJA4qHQAAAAADAScAEQQJBOAAMgBAAEsAAAEVHgQXIy4DJxEXHgQVFAYHFSM1JicuASczHgEXEScuBDU0PgI3NRkBDgMVFB4DFxYXET4ENC4CArwmRVI8LAKfBA0dMydAIjxQNyiym2SWVygZA4sFV0obLkJOMCAyVWg6HSoqFQ4TJhkZCWgWKTEiGBkzNwTgTgUTLD9pQiQuLBsH%2Fs0NBxMtPGQ%2Bi6oMTU8QVyhrVk1iEAFPCA4ZLzlYNkZwSCoGTf4SARIEDh02Jh0rGRQIBgPQ%2FsoCCRYgNEM0JRkAAAABAGQAZgOUBK0ASgAAATIeARUjNC4CIyIGBwYVFB4BFxYXMxUjFgYHBgc%2BATM2FjMyNxcOAyMiLgEHDgEPASc%2BBTc%2BAScjNTMmJy4CPgE3NgIxVJlemSc8OxolVBQpGxoYBgPxxQgVFS02ImIWIIwiUzUyHzY4HCAXanQmJ1YYFzcEGAcTDBEJMAwk3aYXFQcKAg4tJGEErVCLTig%2FIhIdFSw5GkowKgkFZDKCHj4yCg8BIh6TExcIASIfBAMaDAuRAxAFDQsRCjePR2QvORQrREFMIVgAAAACABn%2F%2FwSXBLAADwAfAAABMzIWDwEGIi8BJjY7AREzBRcWBisBESMRIyImPwE2MgGQlhUIDuYOKg7mDggVlsgCF%2BYOCBWWyJYVCA7mDioBLBYO%2Bg8P%2Bg4WA4QQ%2BQ4V%2FHwDhBUO%2BQ8AAAQAGf%2F%2FA%2BgEsAAHABcAGwAlAAABIzUjFSMRIQEzMhYPAQYiLwEmNjsBETMFFTM1EwczFSE1NyM1IQPoZGRkASz9qJYVCA7mDioO5g4IFZbIAZFkY8jI%2FtTIyAEsArxkZAH0%2FHwWDvoPD%2FoOFgOEZMjI%2FRL6ZJb6ZAAAAAAEABn%2F%2FwPoBLAADwAZACEAJQAAATMyFg8BBiIvASY2OwERMwUHMxUhNTcjNSERIzUjFSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAljIyP7UyMgBLGRkZAEsx2QBLBYO%2Bg8P%2Bg4WA4SW%2BmSW%2BmT7UGRkAfRkyMgAAAAEABn%2F%2FwRMBLAADwAVABsAHwAAATMyFg8BBiIvASY2OwERMwEjESM1MxMjNSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAlhkZMhkZMgBLMdkASwWDvoPD%2FoOFgOE%2FgwBkGT7UGQBkGTIyAAAAAAEABn%2F%2FwRMBLAADwAVABkAHwAAATMyFg8BBiIvASY2OwERMwEjNSMRIQcVMzUDIxEjNTMBkJYVCA7mDioO5g4IFZbIArxkyAEsx2QBZGTIASwWDvoPD%2FoOFgOE%2FgxkAZBkyMj7tAGQZAAAAAAFABn%2F%2FwSwBLAADwATABcAGwAfAAABMzIWDwEGIi8BJjY7AREzBSM1MxMhNSETITUhEyE1IQGQlhUIDuYOKg7mDggVlsgB9MjIZP7UASxk%2FnABkGT%2BDAH0ASwWDvoPD%2FoOFgOEyMj%2BDMj%2BDMj%2BDMgABQAZ%2F%2F8EsASwAA8AEwAXABsAHwAAATMyFg8BBiIvASY2OwERMwUhNSEDITUhAyE1IQMjNTMBkJYVCA7mDioO5g4IFZbIAyD%2BDAH0ZP5wAZBk%2FtQBLGTIyAEsFg76Dw%2F6DhYDhMjI%2FgzI%2FgzI%2FgzIAAIAAAAABEwETAAPAB8AAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmAV4BkKK8u6P%2BcKW5uQJn%2FgwpOzspAfQpOzsETLuj%2FnClubmlAZClucg7Kf4MKTs7KQH0KTsAAAAAAwAAAAAETARMAA8AHwArAAABITIWFREUBiMhIiY1ETQ2BSEiBhURFBYzITI2NRE0JgUXFhQPAQYmNRE0NgFeAZClubml%2FnCju7wCZP4MKTs7KQH0KTs7%2Fm%2F9ERH9EBgYBEy5pf5wpbm5pQGQo7vIOyn%2BDCk7OykB9Ck7gr4MJAy%2BDAsVAZAVCwAAAAADAAAAAARMBEwADwAfACsAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFg8BBiIvASY2AV4BkKO7uaX%2BcKW5uQJn%2FgwpOzspAfQpOzv%2BFQGQFQsMvgwkDL4MCwRMvKL%2BcKW5uaUBkKO7yDsp%2FgwpOzspAfQpO8gYEP0REf0QGAAAAAMAAAAABEwETAAPAB8AKwAAASEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFFxYGIyEiJj8BNjIBXgGQpbm5pf5wo7u5Amf%2BDCk7OykB9Ck7O%2F77vgwLFf5wFQsMvgwkBEy5pf5wo7u8ogGQpbnIOyn%2BDCk7OykB9Ck7z%2F0QGBgQ%2FREAAAAAAgAAAAAFFARMAB8ANQAAASEyFhURFAYjISImPQE0NjMhMjY1ETQmIyEiJj0BNDYHARYUBwEGJj0BIyImPQE0NjsBNTQ2AiYBkKW5uaX%2BcBUdHRUBwik7Oyn%2BPhUdHb8BRBAQ%2FrwQFvoVHR0V%2BhYETLml%2FnCluR0VZBUdOykB9Ck7HRVkFR3p%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgAAAQDZAAID1wSeACMAAAEXFgcGAgclMhYHIggBBwYrAScmNz4BPwEhIicmNzYANjc2MwMZCQgDA5gCASwYEQ4B%2Fvf%2B8wQMDgkJCQUCUCcn%2FtIXCAoQSwENuwUJEASeCQoRC%2F5TBwEjEv7K%2FsUFDwgLFQnlbm4TFRRWAS%2FTBhAAAAACAAAAAAT%2BBEwAHwA1AAABITIWHQEUBiMhIgYVERQWMyEyFh0BFAYjISImNRE0NgUBFhQHAQYmPQEjIiY9ATQ2OwE1NDYBXgGQFR0dFf4%2BKTs7KQHCFR0dFf5wpbm5AvEBRBAQ%2FrwQFvoVHR0V%2BhYETB0VZBUdOyn%2BDCk7HRVkFR25pQGQpbnp%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgACAAAAAASwBLAAFQAxAAABITIWFREUBi8BAQYiLwEmNDcBJyY2ASMiBhURFBYzITI2PQE3ERQGIyEiJjURNDYzIQLuAZAVHRUObf7IDykPjQ8PAThtDgj%2B75wpOzspAfQpO8i7o%2F5wpbm5pQEsBLAdFf5wFQgObf7IDw%2BNDykPAThtDhX%2B1Dsp%2FgwpOzsplMj%2B1qW5uaUBkKW5AAADAA4ADgSiBKIADwAbACMAAAAyHgIUDgIiLgI0PgEEIg4BFB4BMj4BNCYEMhYUBiImNAHh7tmdXV2d2e7ZnV1dnQHD5sJxccLmwnFx%2FnugcnKgcgSiXZ3Z7tmdXV2d2e7ZnUdxwubCcXHC5sJzcqBycqAAAAMAAAAABEwEsAAVAB8AIwAAATMyFhURMzIWBwEGIicBJjY7ARE0NgEhMhYdASE1NDYFFTM1AcLIFR31FAoO%2FoEOJw3%2BhQ0JFfod%2FoUD6BUd%2B7QdA2dkBLAdFf6iFg%2F%2BVg8PAaoPFgFeFR38fB0V%2BvoVHWQyMgAAAAMAAAAABEwErAAVAB8AIwAACQEWBisBFRQGKwEiJj0BIyImNwE%2BAQEhMhYdASE1NDYFFTM1AkcBeg4KFfQiFsgUGPoUCw4Bfw4n%2FfkD6BUd%2B7QdA2dkBJ7%2BTQ8g%2BhQeHRX6IQ8BrxAC%2FH8dFfr6FR1kMjIAAwAAAAAETARLABQAHgAiAAAJATYyHwEWFAcBBiInASY0PwE2MhcDITIWHQEhNTQ2BRUzNQGMAXEHFQeLBwf98wcVB%2F7cBweLCBUH1APoFR37tB0DZ2QC0wFxBweLCBUH%2FfMICAEjCBQIiwcH%2FdIdFfr6FR1kMjIABAAAAAAETASbAAkAGQAjACcAABM3NjIfAQcnJjQFNzYWFQMOASMFIiY%2FASc3ASEyFh0BITU0NgUVMzWHjg4qDk3UTQ4CFtIOFQIBHRX9qxUIDtCa1P49A%2BgVHfu0HQNnZAP%2Fjg4OTdRMDyqa0g4IFf2pFB4BFQ7Qm9T9Oh0V%2BvoVHWQyMgAAAAQAAAAABEwEsAAPABkAIwAnAAABBR4BFRMUBi8BByc3JyY2EwcGIi8BJjQ%2FAQEhMhYdASE1NDYFFTM1AV4CVxQeARUO0JvUm9IOCMNMDyoOjg4OTf76A%2BgVHfu0HQNnZASwAgEdFf2rFQgO0JrUmtIOFf1QTQ4Ojg4qDk3%2BWB0V%2BvoVHWQyMgACAAT%2F7ASwBK8ABQAIAAAlCQERIQkBFQEEsP4d%2Fsb%2BcQSs%2FTMCq2cBFP5xAacDHPz55gO5AAAAAAIAAABkBEwEsAAVABkAAAERFAYrAREhESMiJjURNDY7AREhETMHIzUzBEwdFZb9RJYVHR0V%2BgH0ZMhkZAPo%2FK4VHQGQ%2FnAdFQPoFB7%2B1AEsyMgAAAMAAABFBN0EsAAWABoALwAAAQcBJyYiDwEhESMiJjURNDY7AREhETMHIzUzARcWFAcBBiIvASY0PwE2Mh8BATYyBEwC%2FtVfCRkJlf7IlhUdHRX6AfRkyGRkAbBqBwf%2BXAgUCMoICGoHFQdPASkHFQPolf7VXwkJk%2F5wHRUD6BQe%2FtQBLMjI%2Fc5qBxUH%2FlsHB8sHFQdqCAhPASkHAAMAAAANBQcEsAAWABoAPgAAAREHJy4BBwEhESMiJjURNDY7AREhETMHIzUzARcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyBExnhg8lEP72%2FreWFR0dFfoB9GTIZGQB9kYPD4ODDw9GDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykD6P7zZ4YPAw7%2B9v5wHRUD6BQe%2FtQBLMjI%2FYxGDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykPRg8Pg4MPAAADAAAAFQSXBLAAFQAZAC8AAAERISIGHQEhESMiJjURNDY7AREhETMHIzUzEzMyFh0BMzIWDwEGIi8BJjY7ATU0NgRM%2FqIVHf4MlhUdHRX6AfRkyGRklmQVHZYVCA7mDioO5g4IFZYdA%2Bj%2B1B0Vlv5wHRUD6BQe%2FtQBLMjI%2FagdFfoVDuYODuYOFfoVHQAAAAADAAAAAASXBLAAFQAZAC8AAAERJyYiBwEhESMiJjURNDY7AREhETMHIzUzExcWBisBFRQGKwEiJj0BIyImPwE2MgRMpQ4qDv75%2Fm6WFR0dFfoB9GTIZGTr5g4IFZYdFWQVHZYVCA7mDioD6P5wpQ8P%2Fvf%2BcB0VA%2BgUHv7UASzIyP2F5Q8V%2BhQeHhT6FQ%2FlDwADAAAAyASwBEwACQATABcAABMhMhYdASE1NDYBERQGIyEiJjURExUhNTIETBUd%2B1AdBJMdFfu0FR1kAZAETB0VlpYVHf7U%2FdoVHR0VAib%2B1MjIAAAGAAMAfQStBJcADwAZAB0ALQAxADsAAAEXFhQPAQYmPQEhNSE1NDYBIyImPQE0NjsBFyM1MwE3NhYdASEVIRUUBi8BJjQFIzU7AjIWHQEUBisBA6f4Dg74DhX%2BcAGQFf0vMhUdHRUyyGRk%2FoL3DhUBkP5wFQ73DwOBZGRkMxQdHRQzBI3mDioO5g4IFZbIlhUI%2FoUdFWQVHcjI%2FcvmDggVlsiWFQgO5g4qecgdFWQVHQAAAAACAGQAAASwBLAAFgBRAAABJTYWFREUBisBIiY1ES4ENRE0NiUyFh8BERQOAg8BERQGKwEiJjURLgQ1ETQ%2BAzMyFh8BETMRPAE%2BAjMyFh8BETMRND4DA14BFBklHRXIFR0EDiIaFiX%2B4RYZAgEVHR0LCh0VyBUdBA4iGhYBBwoTDRQZAgNkBQkVDxcZAQFkAQUJFQQxdBIUH%2FuuFR0dFQGNAQgbHzUeAWcfRJEZDA3%2BPhw%2FMSkLC%2F5BFR0dFQG%2FBA8uLkAcAcICBxENCxkMDf6iAV4CBxENCxkMDf6iAV4CBxENCwABAGQAAASwBEwAMwAAARUiDgMVERQWHwEVITUyNjURIREUFjMVITUyPgM1ETQmLwE1IRUiBhURIRE0JiM1BLAEDiIaFjIZGf5wSxn%2BDBlL%2FnAEDiIaFjIZGQGQSxkB9BlLBEw4AQUKFA78iBYZAQI4OA0lAYr%2BdiUNODgBBQoUDgN4FhkBAjg4DSX%2BdgGKJQ04AAAABgAAAAAETARMAAwAHAAgACQAKAA0AAABITIWHQEjBTUnITchBSEyFhURFAYjISImNRE0NhcVITUBBTUlBRUhNQUVFAYjIQchJyE3MwKjAXcVHWn%2B2cj%2BcGQBd%2F4lASwpOzsp%2FtQpOzspASwCvP5wAZD8GAEsArwdFf6JZP6JZAGQyGkD6B0VlmJiyGTIOyn%2BDCk7OykB9Ck7ZMjI%2FveFo4XGyMhm%2BBUdZGTIAAEAEAAQBJ8EnwAmAAATNzYWHwEWBg8BHgEXNz4BHwEeAQ8BBiIuBicuBTcRohEuDosOBhF3ZvyNdxEzE8ATBxGjAw0uMUxPZWZ4O0p3RjITCwED76IRBhPCFDERdo78ZXYRBA6IDi8RogEECBUgNUNjO0qZfHNVQBAAAAACAAAAAASwBEwAIwBBAAAAMh4EHwEVFAYvAS4BPQEmIAcVFAYPAQYmPQE%2BBRIyHgIfARUBHgEdARQGIyEiJj0BNDY3ATU0PgIB%2FLimdWQ%2FLAkJHRTKFB2N%2FsKNHRTKFB0DDTE7ZnTKcFImFgEBAW0OFR0V%2B7QVHRUOAW0CFiYETBUhKCgiCgrIFRgDIgMiFZIYGJIVIgMiAxgVyAQNJyQrIP7kExwcCgoy%2FtEPMhTUFR0dFdQUMg8BLzIEDSEZAAADAAAAAASwBLAADQAdACcAAAEHIScRMxUzNTMVMzUzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYETMj9qMjIyMjIyPyuArwVHR0VDIn8SokMFR0dswRMFR37UB0CvMjIAfTIyMjI%2FOAdKh1kZB0qHf7UHRUyMhUdAAAAAwBkAAAEsARMAAkAEwAdAAABIyIGFREhETQmASMiBhURIRE0JgEhETQ2OwEyFhUCvGQpOwEsOwFnZCk7ASw7%2FRv%2B1DspZCk7BEw7KfwYA%2BgpO%2F7UOyn9RAK8KTv84AGQKTs7KQAAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQURByMRMwcRMxHIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkyMhkZARMsHz%2BDHywsHwB9HywyP1EArzIZP7UZGQBLGT%2B1GQB9GT%2B1AEsAAAABf%2BcAAAEsARMAA8AEwAfACUAKQAAEyEyFhURFAYjISImNRE0NhcRIREBIzUjFSMRMxUzNTMFEQcjETMHETMRyAK8fLCwfP1EfLCwGAOE%2FgxkZGRkZGQBkGTIyGRkBEywfP4MfLCwfAH0fLDI%2FUQCvP2oyMgB9MjIZP7UZAH0ZP7UASwABP%2BcAAAEsARMAA8AEwAbACMAABMhMhYVERQGIyEiJjURNDYXESERBSMRMxUhESEFIxEzFSERIcgCvHywsHz9RHywsBgDhP4MyMj%2B1AEsAZDIyP7UASwETLB8%2Fgx8sLB8AfR8sMj9RAK8yP7UZAH0ZP7UZAH0AAAABP%2BcAAAEsARMAA8AEwAWABkAABMhMhYVERQGIyEiJjURNDYXESERAS0BDQERyAK8fLCwfP1EfLCwGAOE%2Fgz%2B1AEsAZD%2B1ARMsHz%2BDHywsHwB9HywyP1EArz%2BDJaWlpYBLAAAAAX%2FnAAABLAETAAPABMAFwAgACkAABMhMhYVERQGIyEiJjURNDYXESERAyERIQcjIgYVFBY7AQERMzI2NTQmI8gCvHywsHz9RHywsBgDhGT9RAK8ZIImOTYpgv4Mgik2OSYETLB8%2Fgx8sLB8AfR8sMj9RAK8%2FagB9GRWQUFUASz%2B1FRBQVYAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkZMjIZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yGT%2B1GRkASz%2BDAGQZP4MZAAG%2F5wAAASwBEwADwATABkAHwAjACcAABMhMhYVERQGIyEiJjURNDYXESERBTMRIREzASMRIzUzBRUzNQEjNTPIArx8sLB8%2FUR8sLAYA4T9RMj%2B1GQCWGRkyP2oZAEsZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yP5wAfT%2BDAGQZMjIyP7UZAAF%2F5wAAASwBEwADwATABwAIgAmAAATITIWFREUBiMhIiY1ETQ2FxEhEQEHIzU3NSM1IQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMdkx8gBLAGQZGTIx2RkBEywfP4MfLCwfAH0fLDI%2FUQCvP5wyDLIlmT%2BDAGQZP4MZAAAAAMACQAJBKcEpwAPABsAJQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgchFSEVISc1NyEB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWz%2B1AEs%2FtRkZAEsBKdentvw255eXp7b8NueTHHC5MJxccLkwtDIZGTIZAAAAAAEAAkACQSnBKcADwAbACcAKwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcVBxcVIycjFSMRIQcVMzUB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWwyZGRklmQBLMjIBKdentvw255eXp7b8NueTHHC5MJxccLkwtBkMmQyZGQBkGRkZAAAAv%2Fy%2F50EwgRBACAANgAAATIWFzYzMhYUBisBNTQmIyEiBh0BIyImNTQ2NyY1ND4BEzMyFhURMzIWDwEGIi8BJjY7ARE0NgH3brUsLC54qqp4gB0V%2FtQVHd5QcFZBAmKqepYKD4kVCg3fDSYN3w0KFYkPBEF3YQ6t8a36FR0dFfpzT0VrDhMSZKpi%2FbMPCv7tFxD0EBD0EBcBEwoPAAAAAAL%2F8v%2BcBMMEQQAcADMAAAEyFhc2MzIWFxQGBwEmIgcBIyImNTQ2NyY1ND4BExcWBisBERQGKwEiJjURIyImNzY3NjIB9m62LCsueaoBeFr%2Bhg0lDf6DCU9xVkECYqnm3w0KFYkPCpYKD4kVCg3HGBMZBEF3YQ%2BteGOkHAFoEBD%2Bk3NPRWsOExNkqWP9kuQQF%2F7tCg8PCgETFxDMGBMAAAABAGQAAARMBG0AGAAAJTUhATMBMwkBMwEzASEVIyIGHQEhNTQmIwK8AZD%2B8qr%2B8qr%2B1P7Uqv7yqv7yAZAyFR0BkB0VZGQBLAEsAU3%2Bs%2F7U%2FtRkHRUyMhUdAAAAAAEAeQAABDcEmwAvAAABMhYXHgEVFAYHFhUUBiMiJxUyFh0BITU0NjM1BiMiJjU0Ny4BNTQ2MzIXNCY1NDYCWF6TGll7OzIJaUo3LRUd%2FtQdFS03SmkELzlpSgUSAqMEm3FZBoNaPWcfHRpKaR77HRUyMhUd%2Bx5pShIUFVg1SmkCAhAFdKMAAAAGACcAFASJBJwAEQAqAEIASgBiAHsAAAEWEgIHDgEiJicmAhI3PgEyFgUiBw4BBwYWHwEWMzI3Njc2Nz4BLwEmJyYXIgcOAQcGFh8BFjMyNz4BNz4BLwEmJyYWJiIGFBYyNjciBw4BBw4BHwEWFxYzMjc%2BATc2Ji8BJhciBwYHBgcOAR8BFhcWMzI3PgE3NiYvASYD8m9PT29T2dzZU29PT29T2dzZ%2Fj0EBHmxIgQNDCQDBBcGG0dGYAsNAwkDCwccBAVQdRgEDA0iBAQWBhJROQwMAwkDCwf5Y4xjY4xjVhYGElE6CwwDCQMLBwgEBVB1GAQNDCIEjRcGG0dGYAsNAwkDCwcIBAR5sSIEDQwkAwPyb%2F7V%2FtVvU1dXU28BKwErb1NXVxwBIrF5DBYDCQEWYEZHGwMVDCMNBgSRAhh1UA0WAwkBFTpREgMVCyMMBwT6Y2OMY2MVFTpREQQVCyMMBwQCGHVQDRYDCQEkFmBGRxsDFQwjDQYEASKxeQwWAwkBAAAABQBkAAAD6ASwAAwADwAWABwAIgAAASERIzUhFSERNDYzIQEjNQMzByczNTMDISImNREFFRQGKwECvAEstP6s%2FoQPCgI%2FASzIZKLU1KJktP51Cg8DhA8KwwMg%2FoTIyALzCg%2F%2B1Mj84NTUyP4MDwoBi8jDCg8AAAAABQBkAAAD6ASwAAkADAATABoAIQAAASERCQERNDYzIQEjNRMjFSM1IzcDISImPQEpARUUBisBNQK8ASz%2Bov3aDwoCPwEsyD6iZKLUqv6dCg8BfAIIDwqbAyD9%2BAFe%2FdoERwoP%2FtTI%2FHzIyNT%2BZA8KNzcKD1AAAAAAAwAAAAAEsAP0AAgAGQAfAAABIxUzFyERIzcFMzIeAhUhFSEDETM0PgIBMwMhASEEiqJkZP7UotT9EsgbGiEOASz9qMhkDiEaAnPw8PzgASwB9AMgyGQBLNTUBBErJGT%2BogHCJCsRBP5w%2FnAB9AAAAAMAAAAABEwETAAZADIAOQAAATMyFh0BMzIWHQEUBiMhIiY9ATQ2OwE1NDYFNTIWFREUBiMhIic3ARE0NjMVFBYzITI2AQc1IzUzNQKKZBUdMhUdHRX%2B1BUdHRUyHQFzKTs7Kf2oARP2%2Fro7KVg%2BASw%2BWP201MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7KfzgKTsE9gFGAUQpO5Y%2BWFj95tSiZKIAAwBkAAAEvARMABkANgA9AAABMzIWHQEzMhYdARQGIyEiJj0BNDY7ATU0NgU1MhYVESMRMxQOAiMhIiY1ETQ2MxUUFjMhMjYBBzUjNTM1AcJkFR0yFR0dFf7UFR0dFTIdAXMpO8jIDiEaG%2F2oKTs7KVg%2BASw%2BWAGc1MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7Kf4M%2FtQkKxEEOykDICk7lj5YWP3m1KJkogAAAAP%2FogAABRYE1AALABsAHwAACQEWBiMhIiY3ATYyEyMiBhcTHgE7ATI2NxM2JgMVMzUCkgJ9FyAs%2BwQsIBcCfRZARNAUGAQ6BCMUNhQjBDoEGODIBK37sCY3NyYEUCf%2BTB0U%2FtIUHR0UAS4UHf4MZGQAAAAACQAAAAAETARMAA8AHwAvAD8ATwBfAG8AfwCPAAABMzIWHQEUBisBIiY9ATQ2EzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBqfoKDw8K%2BgoPDwr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPDwRMDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg%2F%2B1A8KlgoPDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKDw8KlgoPAAAAAwAAAAAEsAUUABkAKQAzAAABMxUjFSEyFg8BBgchJi8BJjYzITUjNTM1MwEhMhYUBisBFyE3IyImNDYDITIWHQEhNTQ2ArxkZAFePjEcQiko%2FPwoKUIcMT4BXmRkyP4%2BArwVHR0VDIn8SooNFR0dswRMFR37UB0EsMhkTzeEUzMzU4Q3T2TIZPx8HSodZGQdKh3%2B1B0VMjIVHQAABAAAAAAEsAUUAAUAGQArADUAAAAyFhUjNAchFhUUByEyFg8BIScmNjMhJjU0AyEyFhQGKwEVBSElNSMiJjQ2AyEyFh0BITU0NgIwUDnCPAE6EgMBSCkHIq%2F9WrIiCikBSAOvArwVHR0VlgET%2FEoBE5YVHR2zBEwVHftQHQUUOykpjSUmCBEhFpGRFiERCCb%2BlR0qHcjIyMgdKh39qB0VMjIVHQAEAAAAAASwBJ0ABwAUACQALgAAADIWFAYiJjQTMzIWFRQXITY1NDYzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYCDZZqapZqty4iKyf%2BvCcrI%2F7NArwVHR0VDYr8SokMFR0dswRMFR37UB0EnWqWamqW%2Fus5Okxra0w6Of5yHSodZGQdKh3%2B1B0VMjIVHQAEAAAAAASwBRQADwAcACwANgAAATIeARUUBiImNTQ3FzcnNhMzMhYVFBchNjU0NjMBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYL1szb5xvIpBvoyIfLiIrJ%2F68Jysj%2Fs0CvBUdHRUNivxKiQwVHR2zBEwVHftQHQUUa4s2Tm9vTj5Rj2%2BjGv4KOTpMa2tMOjn%2Bch0qHWRkHSod%2FtQdFTIyFR0AAAADAAAAAASwBRIAEgAiACwAAAEFFSEUHgMXIS4BNTQ%2BAjcBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYASz%2B1CU%2FP00T%2Fe48PUJtj0r%2BogK8FR0dFQ2K%2FEqJDBUdHbMETBUd%2B1AdBLChizlmUT9IGVO9VFShdksE%2FH4dKh1kZB0qHf7UHRUyMhUdAAIAyAAAA%2BgFFAAPACkAAAAyFh0BHgEdASE1NDY3NTQDITIWFyMVMxUjFTMVIxUzFAYjISImNRE0NgIvUjsuNv5wNi5kAZA2XBqsyMjIyMh1U%2F5wU3V1BRQ7KU4aXDYyMjZcGk4p%2Fkc2LmRkZGRkU3V1UwGQU3UAAAMAZP%2F%2FBEwETAAPAC8AMwAAEyEyFhURFAYjISImNRE0NgMhMhYdARQGIyEXFhQGIi8BIQcGIiY0PwEhIiY9ATQ2BQchJ5YDhBUdHRX8fBUdHQQDtgoPDwr%2B5eANGiUNWP30Vw0mGg3g%2Ft8KDw8BqmQBRGQETB0V%2FgwVHR0VAfQVHf1EDwoyCg%2FgDSUbDVhYDRslDeAPCjIKD2RkZAAAAAAEAAAAAASwBEwAGQAjAC0ANwAAEyEyFh0BIzQmKwEiBhUjNCYrASIGFSM1NDYDITIWFREhETQ2ExUUBisBIiY9ASEVFAYrASImPQHIAyBTdWQ7KfopO2Q7KfopO2R1EQPoKTv7UDvxHRVkFR0D6B0VZBUdBEx1U8gpOzspKTs7KchTdf4MOyn%2B1AEsKTv%2BDDIVHR0VMjIVHR0VMgADAAEAAASpBKwADQARABsAAAkBFhQPASEBJjQ3ATYyCQMDITIWHQEhNTQ2AeACqh8fg%2F4f%2FfsgIAEnH1n%2BrAFWAS%2F%2Bq6IDIBUd%2FHwdBI39VR9ZH4MCBh9ZHwEoH%2F5u%2FqoBMAFV%2FBsdFTIyFR0AAAAAAgCPAAAEIQSwABcALwAAAQMuASMhIgYHAwYWMyEVFBYyNj0BMzI2AyE1NDY7ATU0NjsBETMRMzIWHQEzMhYVBCG9CCcV%2FnAVJwi9CBMVAnEdKh19FROo%2Fa0dFTIdFTDILxUdMhUdAocB%2BhMcHBP%2BBhMclhUdHRWWHP2MMhUdMhUdASz%2B1B0VMh0VAAAEAAAAAASwBLAADQAQAB8AIgAAASERFAYjIREBNTQ2MyEBIzUBIREUBiMhIiY1ETQ2MyEBIzUDhAEsDwr%2Bif7UDwoBdwEsyP2oASwPCv12Cg8PCgF3ASzIAyD9wQoPAk8BLFQKD%2F7UyP4M%2FcEKDw8KA7YKD%2F7UyAAC%2F5wAZAUUBEcARgBWAAABMzIeAhcWFxY2NzYnJjc%2BARYXFgcOASsBDgEPAQ4BKwEiJj8BBisBIicHDgErASImPwEmLwEuAT0BNDY7ATY3JyY2OwE2BSMiBh0BFBY7ATI2PQE0JgHkw0uOakkMEhEfQwoKGRMKBQ8XDCkCA1Y9Pgc4HCcDIhVkFRgDDDEqwxgpCwMiFWQVGAMaVCyfExwdFXwLLW8QBxXLdAFF%2BgoPDwr6Cg8PBEdBa4pJDgYKISAiJRsQCAYIDCw9P1c3fCbqFB0dFEYOCEAUHR0UnUplNQcmFTIVHVdPXw4TZV8PCjIKDw8KMgoPAAb%2FnP%2FmBRQEfgAJACQANAA8AFIAYgAAASU2Fh8BFgYPASUzMhYfASEyFh0BFAYHBQYmJyYjISImPQE0NhcjIgYdARQ7ATI2NTQmJyYEIgYUFjI2NAE3PgEeARceAT8BFxYGDwEGJi8BJjYlBwYfAR4BPwE2Jy4BJy4BAoEBpxMuDiAOAxCL%2FCtqQ0geZgM3FR0cE%2F0fFyIJKjr%2B1D5YWLlQExIqhhALIAsSAYBALS1ALf4PmBIgHhMQHC0aPzANITNQL3wpgigJASlmHyElDR0RPRMFAhQHCxADhPcICxAmDyoNeMgiNtQdFTIVJgeEBBQPQ1g%2ByD5YrBwVODMQEAtEERzJLUAtLUD%2B24ITChESEyMgAwWzPUkrRSgJL5cvfRxYGyYrDwkLNRAhFEgJDAQAAAAAAwBkAAAEOQSwAFEAYABvAAABMzIWHQEeARcWDgIPATIeBRUUDgUjFRQGKwEiJj0BIxUUBisBIiY9ASMiJj0BNDY7AREjIiY9ATQ2OwE1NDY7ATIWHQEzNTQ2AxUhMj4CNTc0LgMjARUhMj4CNTc0LgMjAnGWCg9PaAEBIC4uEBEGEjQwOiodFyI2LUAjGg8KlgoPZA8KlgoPrwoPDwpLSwoPDwqvDwqWCg9kD9cBBxwpEwsBAQsTKRz%2B%2BQFrHCkTCwEBCxMpHASwDwptIW1KLk0tHwYGAw8UKDJOLTtdPCoVCwJLCg8PCktLCg8PCksPCpYKDwJYDwqWCg9LCg8PCktLCg%2F%2B1MgVHR0LCgQOIhoW%2FnDIFR0dCwoEDiIaFgAAAwAEAAIEsASuABcAKQAsAAATITIWFREUBg8BDgEjISImJy4CNRE0NgQiDgQPARchNy4FAyMT1AMMVnokEhIdgVL9xFKCHAgYKHoCIIx9VkcrHQYGnAIwnAIIIClJVSGdwwSuelb%2BYDO3QkJXd3ZYHFrFMwGgVnqZFyYtLSUMDPPzBQ8sKDEj%2FsIBBQACAMgAAAOEBRQADwAZAAABMzIWFREUBiMhIiY1ETQ2ARUUBisBIiY9AQHblmesVCn%2BPilUrAFINhWWFTYFFKxn%2FgwpVFQpAfRnrPwY4RU2NhXhAAACAMgAAAOEBRQADwAZAAABMxQWMxEUBiMhIiY1ETQ2ARUUBisBIiY9AQHbYLOWVCn%2BPilUrAFINhWWFTYFFJaz%2FkIpVFQpAfRnrPwY4RU2NhXhAAACAAAAFAUOBBoAFAAaAAAJASUHFRcVJwc1NzU0Jj4CPwEnCQEFJTUFJQUO%2FYL%2Bhk5klpZkAQEBBQQvkwKCAVz%2Bov6iAV4BXgL%2F%2FuWqPOCWx5SVyJb6BA0GCgYDKEEBG%2F1ipqaTpaUAAAMAZAH0BLADIAAHAA8AFwAAEjIWFAYiJjQkMhYUBiImNCQyFhQGIiY0vHxYWHxYAeh8WFh8WAHofFhYfFgDIFh8WFh8WFh8WFh8WFh8WFh8AAAAAAMBkAAAArwETAAHAA8AFwAAADIWFAYiJjQSMhYUBiImNBIyFhQGIiY0Aeh8WFh8WFh8WFh8WFh8WFh8WARMWHxYWHz%2ByFh8WFh8%2FshYfFhYfAAAAAMAZABkBEwETAAPAB8ALwAAEyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2fQO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PBEwPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoPAAAABAAAAAAEsASwAA8AHwAvADMAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFhURFAYjISImNRE0NhcVITUBXgH0ory7o%2F4Mpbm5Asv9qCk7OykCWCk7O%2F2xAfQVHR0V%2FgwVHR1HAZAEsLuj%2FgylubmlAfSlucg7Kf2oKTs7KQJYKTtkHRX%2B1BUdHRUBLBUdZMjIAAAAAAEAZABkBLAETAA7AAATITIWFAYrARUzMhYUBisBFTMyFhQGKwEVMzIWFAYjISImNDY7ATUjIiY0NjsBNSMiJjQ2OwE1IyImNDaWA%2BgVHR0VMjIVHR0VMjIVHR0VMjIVHR0V%2FBgVHR0VMjIVHR0VMjIVHR0VMjIVHR0ETB0qHcgdKh3IHSodyB0qHR0qHcgdKh3IHSodyB0qHQAAAAYBLAAFA%2BgEowAHAA0AEwAZAB8AKgAAAR4BBgcuATYBMhYVIiYlFAYjNDYBMhYVIiYlFAYjNDYDFRQGIiY9ARYzMgKKVz8%2FV1c%2FP%2F75fLB8sAK8sHyw%2FcB8sHywArywfLCwHSodKAMRBKNDsrJCQrKy%2FsCwfLB8fLB8sP7UsHywfHywfLD%2B05AVHR0VjgQAAAH%2FtQDIBJQDgQBCAAABNzYXAR4BBw4BKwEyFRQOBCsBIhE0NyYiBxYVECsBIi4DNTQzIyImJyY2NwE2HwEeAQ4BLwEHIScHBi4BNgLpRRkUASoLCAYFGg8IAQQNGyc%2FKZK4ChRUFQu4jjBJJxkHAgcPGQYGCAsBKhQaTBQVCiMUM7YDe7YsFCMKFgNuEwYS%2FtkLHw8OEw0dNkY4MhwBIBgXBAQYF%2F7gKjxTQyMNEw4PHwoBKBIHEwUjKBYGDMHBDAUWKCMAAAAAAgAAAAAEsASwACUAQwAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjNC4DKwERFBYXMxUjNTI1ESMiDgMVIzUhBLAyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj9RBkIChgQEWQZDQzIMmQREBgKCBkB9AOEFSAVDggDAfyuFhkBAmRkAQUJFQ4DUgEDCA4VIBUBLP0SDxMKBQH%2BVwsNATIyGQGpAQUKEw%2BWAAAAAAMAAAAABEwErgAdACAAMAAAATUiJy4BLwEBIwEGBw4BDwEVITUiJj8BIRcWBiMVARsBARUUBiMhIiY9ATQ2MyEyFgPoGR4OFgUE%2Ft9F%2FtQSFQkfCwsBETE7EkUBJT0NISf%2B7IZ5AbEdFfwYFR0dFQPoFR0BLDIgDiIKCwLr%2FQ4jFQkTBQUyMisusKYiQTIBhwFW%2Fqr942QVHR0VZBUdHQADAAAAAASwBLAADwBHAEoAABMhMhYVERQGIyEiJjURNDYFIyIHAQYHBgcGHQEUFjMhMjY9ATQmIyInJj8BIRcWBwYjIgYdARQWMyEyNj0BNCYnIicmJyMBJhMjEzIETBUdHRX7tBUdHQJGRg0F%2FtUREhImDAsJAREIDAwINxAKCj8BCjkLEQwYCAwMCAE5CAwLCBEZGQ8B%2FuAFDsVnBLAdFfu0FR0dFQRMFR1SDP0PIBMSEAUNMggMDAgyCAwXDhmjmR8YEQwIMggMDAgyBwwBGRskAuwM%2FgUBCAAABAAAAAAEsASwAAMAEwAjACcAAAEhNSEFITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NhcRIREEsPtQBLD7ggGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHUcBLARMZMgdFfx8FR0dFQOEFR0dFf5wFR0dFQGQFR1k%2FtQBLAAEAAAAAASwBLAADwAfACMAJwAAEyEyFhURFAYjISImNRE0NgEhMhYVERQGIyEiJjURNDYXESEREyE1ITIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR1HASzI%2B1AEsASwHRX8fBUdHRUDhBUd%2FgwdFf5wFR0dFQGQFR1k%2FtQBLP2oZAAAAAACAAAAZASwA%2BgAJwArAAATITIWFREzNTQ2MyEyFh0BMxUjFRQGIyEiJj0BIxEUBiMhIiY1ETQ2AREhETIBkBUdZB0VAZAVHWRkHRX%2BcBUdZB0V%2FnAVHR0CnwEsA%2BgdFf6ilhUdHRWWZJYVHR0Vlv6iFR0dFQMgFR3%2B1P7UASwAAAQAAAAABLAEsAADABMAFwAnAAAzIxEzFyEyFhURFAYjISImNRE0NhcRIREBITIWFREUBiMhIiY1ETQ2ZGRklgGQFR0dFf5wFR0dRwEs%2FqIDhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAAAAgBkAAAETASwACcAKwAAATMyFhURFAYrARUhMhYVERQGIyEiJjURNDYzITUjIiY1ETQ2OwE1MwcRIRECWJYVHR0VlgHCFR0dFfx8FR0dFQFelhUdHRWWZMgBLARMHRX%2BcBUdZB0V%2FnAVHR0VAZAVHWQdFQGQFR1kyP7UASwAAAAEAAAAAASwBLAAAwATABcAJwAAISMRMwUhMhYVERQGIyEiJjURNDYXESERASEyFhURFAYjISImNRE0NgSwZGT9dgGQFR0dFf5wFR0dRwEs%2FK4DhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAEBLAAwA28EgAAPAAAJAQYjIiY1ETQ2MzIXARYUA2H%2BEhcSDhAQDhIXAe4OAjX%2BEhcbGQPoGRsX%2FhIOKgAAAAABAUEAMgOEBH4ACwAACQE2FhURFAYnASY0AU8B7h0qKh3%2BEg4CewHuHREp%2FBgpER0B7g4qAAAAAAEAMgFBBH4DhAALAAATITIWBwEGIicBJjZkA%2BgpER3%2BEg4qDv4SHREDhCod%2FhIODgHuHSoAAAAAAQAyASwEfgNvAAsAAAkBFgYjISImNwE2MgJ7Ae4dESn8GCkRHQHuDioDYf4SHSoqHQHuDgAAAAACAAgAAASwBCgABgAKAAABFQE1LQE1ASE1IQK8%2FUwBnf5jBKj84AMgAuW2%2Fr3dwcHd%2B9jIAAAAAAIAAABkBLAEsAALADEAAAEjFTMVIREzNSM1IQEzND4FOwERFAYPARUhNSIuAzURMzIeBRUzESEEsMjI%2FtTIyAEs%2B1AyCAsZEyYYGWQyGRkBkAQOIhoWZBkYJhMZCwgy%2FOADhGRkASxkZP4MFSAVDggDAf3aFhkBAmRkAQUJFQ4CJgEDCA4VIBUBLAAAAgAAAAAETAPoACUAMQAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjFTMVIREzNSM1IQMgMggLGRMmGBlkMhkZ%2FnAEDiIaFmQZGCYTGQsIMgMgASzIyP7UyMgBLAK8FSAVDggDAf3aFhkCAWRkAQUJFQ4CJgEDCA4VIBUBLPzgZGQBLGRkAAABAMgAZgNyBEoAEgAAATMyFgcJARYGKwEiJwEmNDcBNgK9oBAKDP4wAdAMChCgDQr%2BKQcHAdcKBEoWDP4w%2FjAMFgkB1wgUCAHXCQAAAQE%2BAGYD6ARKABIAAAEzMhcBFhQHAQYrASImNwkBJjYBU6ANCgHXBwf%2BKQoNoBAKDAHQ%2FjAMCgRKCf4pCBQI%2FikJFgwB0AHQDBYAAAEAZgDIBEoDcgASAAAAFh0BFAcBBiInASY9ATQ2FwkBBDQWCf4pCBQI%2FikJFgwB0AHQA3cKEKANCv4pBwcB1woNoBAKDP4wAdAAAAABAGYBPgRKA%2BgAEgAACQEWHQEUBicJAQYmPQE0NwE2MgJqAdcJFgz%2BMP4wDBYJAdcIFAPh%2FikKDaAQCgwB0P4wDAoQoA0KAdcHAAAAAgDZ%2F%2FkEPQSwAAUAOgAAARQGIzQ2BTMyFh8BNjc%2BAh4EBgcOBgcGIiYjIgYiJy4DLwEuAT4EHgEXJyY2A%2BiwfLD%2BVmQVJgdPBQsiKFAzRyorDwURAQQSFyozTSwNOkkLDkc3EDlfNyYHBw8GDyUqPjdGMR%2BTDA0EsHywfLDIHBPCAQIGBwcFDx81S21DBxlLR1xKQhEFBQcHGWt0bCQjP2hJNyATBwMGBcASGAAAAAACAMgAFQOEBLAAFgAaAAATITIWFREUBisBEQcGJjURIyImNRE0NhcVITX6AlgVHR0Vlv8TGpYVHR2rASwEsB0V%2FnAVHf4MsgkQFQKKHRUBkBUdZGRkAAAAAgDIABkETASwAA4AEgAAEyEyFhURBRElIREjETQ2ARU3NfoC7ic9%2FUQCWP1EZB8BDWQEsFEs%2FFt1A7Z9%2FBgEARc0%2FV1kFGQAAQAAAAECTW%2FDBF9fDzz1AB8EsAAAAADQdnOXAAAAANB2c5f%2FUf%2BcBdwFFAAAAAgAAgAAAAAAAAABAAAFFP%2BFAAAFFP9R%2FtQF3AABAAAAAAAAAAAAAAAAAAAAowG4ACgAAAAAAZAAAASwAAAEsABkBLAAAASwAAAEsABwAooAAAUUAAACigAABRQAAAGxAAABRQAAANgAAADYAAAAogAAAQQAAABIAAABBAAAAUUAAASwAGQEsAB7BLAAyASwAMgB9AAABLD%2F8gSwAAAEsAAABLD%2F8ASwAAAEsAAOBLAACQSwAGQEsP%2FTBLD%2F0wSwAAAEsAAABLAAAASwAAAEsAAABLAAJgSwAG4EsAAXBLAAFwSwABcEsABkBLAAGgSwAGQEsAAMBLAAZASwABcEsP%2BcBLAAZASwABcEsAAXBLAAAASwABcEsAAXBLAAFwSwAGQEsAAABLAAZASwAAAEsAAABLAAAASwAAAEsAAABLAAAASwAAAEsAAABLAAZASwAMgEsAAABLAAAASwADUEsABkBLAAyASw%2F7UEsAAhBLAAAASwAAAEsAAABLAAAASwAAAEsP%2BcBLAAAASwAAAEsAAABLAA2wSwABcEsAB1BLAAAASwAAAEsAAABLAACgSwAMgEsAAABLAAnQSwAMgEsADIBLAAyASwAAAEsP%2F%2BBLABLASwAGQEsACIBLABOwSwABcEsAAXBLAAFwSwABcEsAAXBLAAFwSwAAAEsAAXBLAAFwSwABcEsAAXBLAAAASwALcEsAC3BLAAAASwAAAEsABJBLAAFwSwAAAEsAAABLAAXQSw%2F9wEsP%2FcBLD%2FnwSwAGQEsAAABLAAAASwAAAEsABkBLD%2F%2FwSwAAAEsP9RBLAABgSwAAAEsAAABLABRQSwAAEEsAAABLD%2FnASwAEoEsAAUBLAAAASwAAAEsAAABLD%2FnASwAGEEsP%2F9BLAAFgSwABYEsAAWBLAAFgSwABgEsAAABMQAAASwAGQAAAAAAAD%2F2ABkADkAyAAAAScAZAAZABkAGQAZABkAGQAZAAAAAAAAAAAAAADZAAAAAAAOAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAMAZABkAAAAEAAAAAAAZP%2Bc%2F5z%2FnP%2Bc%2F5z%2FnP%2Bc%2F5wACQAJ%2F%2FL%2F8gBkAHkAJwBkAGQAAAAAAGT%2FogAAAAAAAAAAAAAAAADIAGQAAAABAI8AAP%2Bc%2F5wAZAAEAMgAyAAAAGQBkABkAAAAZAEs%2F7UAAAAAAAAAAAAAAAAAAABkAAABLAFBADIAMgAIAAAAAADIAT4AZgBmANkAyADIAAAAKgAqACoAKgCyAOgA6AFOAU4BTgFOAU4BTgFOAU4BTgFOAU4BTgFOAU4BpAIGAiICfgKGAqwC5ANGA24DjAPEBAgEMgRiBKIE3AVcBboGcgb0ByAHYgfKCB4IYgi%2BCTYJhAm2Cd4KKApMCpQK4gswC4oLygwIDFgNKg1eDbAODg5oDrQPKA%2BmD%2BYQEhBUEJAQqhEqEXYRthIKEjgSfBLAExoTdBPQFCoU1BU8FagVzBYEFjYWYBawFv4XUhemGAIYLhhqGJYYsBjgGP4ZKBloGZQZxBnaGe4aNhpoGrga9hteG7QcMhyUHOIdHB1EHWwdlB28HeYeLh52HsAfYh%2FSIEYgviEyIXYhuCJAIpYiuCMOIyIjOCN6I8Ij4CQCJDAkXiSWJOIlNCVgJbwmFCZ%2BJuYnUCe8J%2FgoNChwKKwpoCnMKiYqSiqEKworeiwILGgsuizsLRwtiC30LiguZi6iLtgvDi9GL34vsi%2F4MD4whDDSMRIxYDGuMegyJDJeMpoy3jMiMz4zaDO2NBg0YDSoNNI1LDWeNeg2PjZ8Ntw3GjdON5I31DgQOEI4hjjIOQo5SjmIOcw6HDpsOpo63jugO9w8GDxQPKI8%2BD0yPew%2BOj6MPtQ%2FKD9uP6o%2F%2BkBIQIBAxkECQX5CGEKoQu5DGENCQ3ZDoEPKRBBEYESuRPZFWkW2RgZGdEa0RvZHNkd2R7ZH9kgWSDJITkhqSIZIzEkSSThJXkmESapKAkouSlIAAQAAARcApwARAAAAAAACAAAAAQABAAAAQAAuAAAAAAAAABAAxgABAAAAAAATABIAAAADAAEECQAAAGoAEgADAAEECQABACgAfAADAAEECQACAA4ApAADAAEECQADAEwAsgADAAEECQAEADgA%2FgADAAEECQAFAHgBNgADAAEECQAGADYBrgADAAEECQAIABYB5AADAAEECQAJABYB%2BgADAAEECQALACQCEAADAAEECQAMACQCNAADAAEECQATACQCWAADAAEECQDIABYCfAADAAEECQDJADACkgADAAEECdkDABoCwnd3dy5nbHlwaGljb25zLmNvbQBDAG8AcAB5AHIAaQBnAGgAdAAgAKkAIAAyADAAMQA0ACAAYgB5ACAASgBhAG4AIABLAG8AdgBhAHIAaQBrAC4AIABBAGwAbAAgAHIAaQBnAGgAdABzACAAcgBlAHMAZQByAHYAZQBkAC4ARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzAFIAZQBnAHUAbABhAHIAMQAuADAAMAA5ADsAVQBLAFcATgA7AEcATABZAFAASABJAEMATwBOAFMASABhAGwAZgBsAGkAbgBnAHMALQBSAGUAZwB1AGwAYQByAEcATABZAFAASABJAEMATwBOAFMAIABIAGEAbABmAGwAaQBuAGcAcwAgAFIAZQBnAHUAbABhAHIAVgBlAHIAcwBpAG8AbgAgADEALgAwADAAOQA7AFAAUwAgADAAMAAxAC4AMAAwADkAOwBoAG8AdABjAG8AbgB2ACAAMQAuADAALgA3ADAAOwBtAGEAawBlAG8AdABmAC4AbABpAGIAMgAuADUALgA1ADgAMwAyADkARwBMAFkAUABIAEkAQwBPAE4AUwBIAGEAbABmAGwAaQBuAGcAcwAtAFIAZQBnAHUAbABhAHIASgBhAG4AIABLAG8AdgBhAHIAaQBrAEoAYQBuACAASwBvAHYAYQByAGkAawB3AHcAdwAuAGcAbAB5AHAAaABpAGMAbwBuAHMALgBjAG8AbQB3AHcAdwAuAGcAbAB5AHAAaABpAGMAbwBuAHMALgBjAG8AbQB3AHcAdwAuAGcAbAB5AHAAaABpAGMAbwBuAHMALgBjAG8AbQBXAGUAYgBmAG8AbgB0ACAAMQAuADAAVwBlAGQAIABPAGMAdAAgADIAOQAgADAANgA6ADMANgA6ADAANwAgADIAMAAxADQARgBvAG4AdAAgAFMAcQB1AGkAcgByAGUAbAAAAAIAAAAAAAD%2FtQAyAAAAAAAAAAAAAAAAAAAAAAAAAAABFwAAAQIBAwADAA0ADgEEAJYBBQEGAQcBCAEJAQoBCwEMAQ0BDgEPARABEQESARMA7wEUARUBFgEXARgBGQEaARsBHAEdAR4BHwEgASEBIgEjASQBJQEmAScBKAEpASoBKwEsAS0BLgEvATABMQEyATMBNAE1ATYBNwE4ATkBOgE7ATwBPQE%2BAT8BQAFBAUIBQwFEAUUBRgFHAUgBSQFKAUsBTAFNAU4BTwFQAVEBUgFTAVQBVQFWAVcBWAFZAVoBWwFcAV0BXgFfAWABYQFiAWMBZAFlAWYBZwFoAWkBagFrAWwBbQFuAW8BcAFxAXIBcwF0AXUBdgF3AXgBeQF6AXsBfAF9AX4BfwGAAYEBggGDAYQBhQGGAYcBiAGJAYoBiwGMAY0BjgGPAZABkQGSAZMBlAGVAZYBlwGYAZkBmgGbAZwBnQGeAZ8BoAGhAaIBowGkAaUBpgGnAagBqQGqAasBrAGtAa4BrwGwAbEBsgGzAbQBtQG2AbcBuAG5AboBuwG8Ab0BvgG%2FAcABwQHCAcMBxAHFAcYBxwHIAckBygHLAcwBzQHOAc8B0AHRAdIB0wHUAdUB1gHXAdgB2QHaAdsB3AHdAd4B3wHgAeEB4gHjAeQB5QHmAecB6AHpAeoB6wHsAe0B7gHvAfAB8QHyAfMB9AH1AfYB9wH4AfkB%2BgH7AfwB%2FQH%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%3D%29%20format%28%27truetype%27%29%2Curl%28data%3Aimage%2Fsvg%2Bxml%3Bbase64%2CPD94bWwgdmVyc2lvbj0iMS4wIiBzdGFuZGFsb25lPSJubyI%2FPgo8IURPQ1RZUEUgc3ZnIFBVQkxJQyAiLS8vVzNDLy9EVEQgU1ZHIDEuMS8vRU4iICJodHRwOi8vd3d3LnczLm9yZy9HcmFwaGljcy9TVkcvMS4xL0RURC9zdmcxMS5kdGQiID4KPHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPgo8bWV0YWRhdGE%2BPC9tZXRhZGF0YT4KPGRlZnM%2BCjxmb250IGlkPSJnbHlwaGljb25zX2hhbGZsaW5nc3JlZ3VsYXIiIGhvcml6LWFkdi14PSIxMjAwIiA%2BCjxmb250LWZhY2UgdW5pdHMtcGVyLWVtPSIxMjAwIiBhc2NlbnQ9Ijk2MCIgZGVzY2VudD0iLTI0MCIgLz4KPG1pc3NpbmctZ2x5cGggaG9yaXotYWR2LXg9IjUwMCIgLz4KPGdseXBoIGhvcml6LWFkdi14PSIwIiAvPgo8Z2x5cGggaG9yaXotYWR2LXg9IjQwMCIgLz4KPGdseXBoIHVuaWNvZGU9IiAiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDAzOyIgaG9yaXotYWR2LXg9IjEzMDAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA0OyIgaG9yaXotYWR2LXg9IjQzMyIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDU7IiBob3Jpei1hZHYteD0iMzI1IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwNjsiIGhvcml6LWFkdi14PSIyMTYiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA3OyIgaG9yaXotYWR2LXg9IjIxNiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDg7IiBob3Jpei1hZHYteD0iMTYyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwOTsiIGhvcml6LWFkdi14PSIyNjAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDBhOyIgaG9yaXotYWR2LXg9IjcyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAyZjsiIGhvcml6LWFkdi14PSIyNjAiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyNmZhOyIgZD0iTTc3NCAxMTkzLjVxMTYgLTkuNSAyMC41IC0yN3QtNS41IC0zMy41bC0xMzYgLTE4N2w0NjcgLTc0NmgzMHEyMCAwIDM1IC0xOC41dDE1IC0zOS41di00MmgtMTIwMHY0MnEwIDIxIDE1IDM5LjV0MzUgMTguNWgzMGw0NjggNzQ2bC0xMzUgMTgzcS0xMCAxNiAtNS41IDM0dDIwLjUgMjh0MzQgNS41dDI4IC0yMC41bDExMSAtMTQ4bDExMiAxNTBxOSAxNiAyNyAyMC41dDM0IC01ek02MDAgMjAwaDM3N2wtMTgyIDExMmwtMTk1IDUzNHYtNjQ2eiAiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI0OyIgZD0iTTEzMDAgMGgtNTM4bC00MSA0MDBoLTI0MmwtNDEgLTQwMGgtNTM4bDQzMSAxMjAwaDIwOWwtMjEgLTMwMGgxNjJsLTIwIDMwMGgyMDh6TTUxNSA4MDBsLTI3IC0zMDBoMjI0bC0yNyAzMDBoLTE3MHoiIC8%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%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQyOyIgZD0iTTUwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTY4MiA2ODJsMSA0NzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWg0NzR6TTgwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTU2IDU2bDQyNCA0MjZsLTcwMCA3MDBoMTUwek0zMTkuNSAxMDI0LjVxLTI5LjUgMjkuNSAtNzEgMjkuNXQtNzEgLTI5LjUgdC0yOS41IC03MS41dDI5LjUgLTcxLjV0NzEgLTI5LjV0NzEgMjkuNXQyOS41IDcxLjV0LTI5LjUgNzEuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQzOyIgZD0iTTMwMCAxMjAwaDgyNXE3NSAwIDc1IC03NXYtOTAwcTAgLTI1IC0xOCAtNDNsLTY0IC02NHEtOCAtOCAtMTMgLTUuNXQtNSAxMi41djk1MHEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjVoLTcwMHEtMjUgMCAtNDMgLTE4bC02NCAtNjRxLTggLTggLTUuNSAtMTN0MTIuNSAtNWg3MDBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di05NTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC04NTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY5NzUgcTAgMjUgMTggNDNsMTM5IDEzOXExOCAxOCA0MyAxOHoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQ4OyIgZD0iTTc1MyA2NDFxNSAtMSAxNC41IC00LjV0MzYgLTE1LjV0NTAuNSAtMjYuNXQ1My41IC00MHQ1MC41IC01NC41dDM1LjUgLTcwdDE0LjUgLTg3cTAgLTY3IC0yNy41IC0xMjUuNXQtNzEuNSAtOTcuNXQtOTguNSAtNjYuNXQtMTA4LjUgLTQwLjV0LTEwMiAtMTNoLTUwMHY4OXE0MSA3IDcwLjUgMzIuNXQyOS41IDY1LjV2ODI3cTAgMjQgLTAuNSAzNHQtMy41IDI0dC04LjUgMTkuNXQtMTcgMTMuNXQtMjggMTIuNXQtNDIuNSAxMS41djcxIGw0NzEgLTFxNTcgMCAxMTUuNSAtMjAuNXQxMDggLTU3dDgwLjUgLTk0dDMxIC0xMjQuNXEwIC01MSAtMTUuNSAtOTYuNXQtMzggLTc0LjV0LTQ1IC01MC41dC0zOC41IC0zMC41ek00MDAgNzAwaDEzOXE3OCAwIDEzMC41IDQ4LjV0NTIuNSAxMjIuNXEwIDQxIC04LjUgNzAuNXQtMjkuNSA1NS41dC02Mi41IDM5LjV0LTEwMy41IDEzLjVoLTExOHYtMzUwek00MDAgMjAwaDIxNnE4MCAwIDEyMSA1MC41dDQxIDEzMC41cTAgOTAgLTYyLjUgMTU0LjUgdC0xNTYuNSA2NC41aC0xNTl2LTQwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQ5OyIgZD0iTTg3NyAxMjAwbDIgLTU3cS04MyAtMTkgLTExNiAtNDUuNXQtNDAgLTY2LjVsLTEzMiAtODM5cS05IC00OSAxMyAtNjl0OTYgLTI2di05N2gtNTAwdjk3cTE4NiAxNiAyMDAgOThsMTczIDgzMnEzIDE3IDMgMzB0LTEuNSAyMi41dC05IDE3LjV0LTEzLjUgMTIuNXQtMjEuNSAxMHQtMjYgOC41dC0zMy41IDEwcS0xMyAzIC0xOSA1djU3aDQyNXoiIC8%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDY5OyIgZD0iTTI1MCAxMTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDM4bDQ2NCA0NTNxMTUgMTQgMjUuNSAxMHQxMC41IC0yNXYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcwOyIgZD0iTTUwIDExMDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di0xMDAwcTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNSB0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcxOyIgZD0iTTEyMDAgMTA1MHYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ5MiA0ODBxLTE1IDE0IC0xNSAzNXQxNSAzNWw0OTIgNDgwcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV2LTQzOGw0NjQgNDUzcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA3MjsiIGQ9Ik0yNDMgMTA3NGw4MTQgLTQ5OHExOCAtMTEgMTggLTI2dC0xOCAtMjZsLTgxNCAtNDk4cS0xOCAtMTEgLTMwLjUgLTR0LTEyLjUgMjh2MTAwMHEwIDIxIDEyLjUgMjh0MzAuNSAtNHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDc5OyIgZD0iTTg4NSA5MDBsLTM1MiAtMzUzbDM1MiAtMzUzbC0xOTcgLTE5OGwtNTUyIDU1Mmw1NTIgNTUweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwODA7IiBkPSJNMTA2NCA1NDdsLTU1MSAtNTUxbC0xOTggMTk4bDM1MyAzNTNsLTM1MyAzNTNsMTk4IDE5OHoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDgzOyIgZD0iTTYwMCAxMTc3cTExNyAwIDIyNCAtNDUuNXQxODQuNSAtMTIzdDEyMyAtMTg0LjV0NDUuNSAtMjI0dC00NS41IC0yMjR0LTEyMyAtMTg0LjV0LTE4NC41IC0xMjN0LTIyNCAtNDUuNXQtMjI0IDQ1LjV0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNHQ0NS41IDIyNHQxMjMgMTg0LjV0MTg0LjUgMTIzdDIyNCA0NS41ek03NDEuNSA5MTNxLTEyLjUgMCAtMjEuNSAtOWwtMTIwIC0xMjBsLTEyMCAxMjBxLTkgOSAtMjEuNSA5IHQtMjEuNSAtOWwtMTQxIC0xNDFxLTkgLTkgLTkgLTIxLjV0OSAtMjEuNWwxMjAgLTEyMGwtMTIwIC0xMjBxLTkgLTkgLTkgLTIxLjV0OSAtMjEuNWwxNDEgLTE0MXE5IC05IDIxLjUgLTl0MjEuNSA5bDEyMCAxMjBsMTIwIC0xMjBxOSAtOSAyMS41IC05dDIxLjUgOWwxNDEgMTQxcTkgOSA5IDIxLjV0LTkgMjEuNWwtMTIwIDEyMGwxMjAgMTIwcTkgOSA5IDIxLjV0LTkgMjEuNWwtMTQxIDE0MXEtOSA5IC0yMS41IDl6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA4NDsiIGQ9Ik02MDAgMTE3N3ExMTcgMCAyMjQgLTQ1LjV0MTg0LjUgLTEyM3QxMjMgLTE4NC41dDQ1LjUgLTIyNHQtNDUuNSAtMjI0dC0xMjMgLTE4NC41dC0xODQuNSAtMTIzdC0yMjQgLTQ1LjV0LTIyNCA0NS41dC0xODQuNSAxMjN0LTEyMyAxODQuNXQtNDUuNSAyMjR0NDUuNSAyMjR0MTIzIDE4NC41dDE4NC41IDEyM3QyMjQgNDUuNXpNNTQ2IDYyM2wtODQgODVxLTcgNyAtMTcuNSA3dC0xOC41IC03bC0xMzkgLTEzOXEtNyAtOCAtNyAtMTh0NyAtMTggbDI0MiAtMjQxcTcgLTggMTcuNSAtOHQxNy41IDhsMzc1IDM3NXE3IDcgNyAxNy41dC03IDE4LjVsLTEzOSAxMzlxLTcgNyAtMTcuNSA3dC0xNy41IC03eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwODU7IiBkPSJNNjAwIDExNzdxMTE3IDAgMjI0IC00NS41dDE4NC41IC0xMjN0MTIzIC0xODQuNXQ0NS41IC0yMjR0LTQ1LjUgLTIyNHQtMTIzIC0xODQuNXQtMTg0LjUgLTEyM3QtMjI0IC00NS41dC0yMjQgNDUuNXQtMTg0LjUgMTIzdC0xMjMgMTg0LjV0LTQ1LjUgMjI0dDQ1LjUgMjI0dDEyMyAxODQuNXQxODQuNSAxMjN0MjI0IDQ1LjV6TTU4OCA5NDFxLTI5IDAgLTU5IC01LjV0LTYzIC0yMC41dC01OCAtMzguNXQtNDEuNSAtNjN0LTE2LjUgLTg5LjUgcTAgLTI1IDIwIC0yNWgxMzFxMzAgLTUgMzUgMTFxNiAyMCAyMC41IDI4dDQ1LjUgOHEyMCAwIDMxLjUgLTEwLjV0MTEuNSAtMjguNXEwIC0yMyAtNyAtMzR0LTI2IC0xOHEtMSAwIC0xMy41IC00dC0xOS41IC03LjV0LTIwIC0xMC41dC0yMiAtMTd0LTE4LjUgLTI0dC0xNS41IC0zNXQtOCAtNDZxLTEgLTggNS41IC0xNi41dDIwLjUgLTguNWgxNzNxNyAwIDIyIDh0MzUgMjh0MzcuNSA0OHQyOS41IDc0dDEyIDEwMHEwIDQ3IC0xNyA4MyB0LTQyLjUgNTd0LTU5LjUgMzQuNXQtNjQgMTh0LTU5IDQuNXpNNjc1IDQwMGgtMTUwcS0xMCAwIC0xNy41IC03LjV0LTcuNSAtMTcuNXYtMTUwcTAgLTEwIDcuNSAtMTcuNXQxNy41IC03LjVoMTUwcTEwIDAgMTcuNSA3LjV0Ny41IDE3LjV2MTUwcTAgMTAgLTcuNSAxNy41dC0xNy41IDcuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDg2OyIgZD0iTTYwMCAxMTc3cTExNyAwIDIyNCAtNDUuNXQxODQuNSAtMTIzdDEyMyAtMTg0LjV0NDUuNSAtMjI0dC00NS41IC0yMjR0LTEyMyAtMTg0LjV0LTE4NC41IC0xMjN0LTIyNCAtNDUuNXQtMjI0IDQ1LjV0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNHQ0NS41IDIyNHQxMjMgMTg0LjV0MTg0LjUgMTIzdDIyNCA0NS41ek02NzUgMTAwMGgtMTUwcS0xMCAwIC0xNy41IC03LjV0LTcuNSAtMTcuNXYtMTUwcTAgLTEwIDcuNSAtMTcuNSB0MTcuNSAtNy41aDE1MHExMCAwIDE3LjUgNy41dDcuNSAxNy41djE1MHEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjV6TTY3NSA3MDBoLTI1MHEtMTAgMCAtMTcuNSAtNy41dC03LjUgLTE3LjV2LTUwcTAgLTEwIDcuNSAtMTcuNXQxNy41IC03LjVoNzV2LTIwMGgtNzVxLTEwIDAgLTE3LjUgLTcuNXQtNy41IC0xNy41di01MHEwIC0xMCA3LjUgLTE3LjV0MTcuNSAtNy41aDM1MHExMCAwIDE3LjUgNy41dDcuNSAxNy41djUwcTAgMTAgLTcuNSAxNy41IHQtMTcuNSA3LjVoLTc1djI3NXEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA4NzsiIGQ9Ik01MjUgMTIwMGgxNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xOTRxMTAzIC0yNyAxNzguNSAtMTAyLjV0MTAyLjUgLTE3OC41aDE5NHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTE1MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTE5NHEtMjcgLTEwMyAtMTAyLjUgLTE3OC41dC0xNzguNSAtMTAyLjV2LTE5NHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTE1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djE5NCBxLTEwMyAyNyAtMTc4LjUgMTAyLjV0LTEwMi41IDE3OC41aC0xOTRxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWgxOTRxMjcgMTAzIDEwMi41IDE3OC41dDE3OC41IDEwMi41djE5NHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek03MDAgODkzdi0xNjhxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0xNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYxNjhxLTY4IC0yMyAtMTE5IC03NCB0LTc0IC0xMTloMTY4cTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtMTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtMTY4cTIzIC02OCA3NCAtMTE5dDExOSAtNzR2MTY4cTAgMTAgNy41IDE3LjV0MTcuNSA3LjVoMTUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtMTY4cTY4IDIzIDExOSA3NHQ3NCAxMTloLTE2OHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djE1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41aDE2OCBxLTIzIDY4IC03NCAxMTl0LTExOSA3NHoiIC8%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDk2OyIgZD0iTTg1MCAxMjAwaDMwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMzAwcTAgLTIxIC0xMC41IC0yNXQtMjQuNSAxMGwtOTQgOTRsLTI0OSAtMjQ5cS04IC03IC0xOCAtN3QtMTggN2wtMTA2IDEwNnEtNyA4IC03IDE4dDcgMThsMjQ5IDI0OWwtOTQgOTRxLTE0IDE0IC0xMCAyNC41dDI1IDEwLjV6TTM1MCAwaC0zMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djMwMHEwIDIxIDEwLjUgMjV0MjQuNSAtMTBsOTQgLTk0bDI0OSAyNDkgcTggNyAxOCA3dDE4IC03bDEwNiAtMTA2cTcgLTggNyAtMTh0LTcgLTE4bC0yNDkgLTI0OWw5NCAtOTRxMTQgLTE0IDEwIC0yNC41dC0yNSAtMTAuNXoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTAyOyIgZD0iTTI2MCAxMjAwcTkgMCAxOSAtMnQxNSAtNGw1IC0ycTIyIC0xMCA0NCAtMjNsMTk2IC0xMThxMjEgLTEzIDM2IC0yNHEyOSAtMjEgMzcgLTEycTExIDEzIDQ5IDM1bDE5NiAxMThxMjIgMTMgNDUgMjNxMTcgNyAzOCA3cTIzIDAgNDcgLTE2LjV0MzcgLTMzLjVsMTMgLTE2cTE0IC0yMSAxOCAtNDVsMjUgLTEyM2w4IC00NHExIC05IDguNSAtMTQuNXQxNy41IC01LjVoNjFxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di01MCBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC01MHEtMTAgMCAtMTcuNSAtNy41dC03LjUgLTE3LjV2LTE3NWgtNDAwdjMwMGgtMjAwdi0zMDBoLTQwMHYxNzVxMCAxMCAtNy41IDE3LjV0LTE3LjUgNy41aC01MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjVoNjFxMTEgMCAxOCAzdDcgOHEwIDQgOSA1MmwyNSAxMjhxNSAyNSAxOSA0NXEyIDMgNSA3dDEzLjUgMTV0MjEuNSAxOS41dDI2LjUgMTUuNSB0MjkuNSA3ek05MTUgMTA3OWwtMTY2IC0xNjJxLTcgLTcgLTUgLTEydDEyIC01aDIxOXExMCAwIDE1IDd0MiAxN2wtNTEgMTQ5cS0zIDEwIC0xMSAxMnQtMTUgLTZ6TTQ2MyA5MTdsLTE3NyAxNTdxLTggNyAtMTYgNXQtMTEgLTEybC01MSAtMTQzcS0zIC0xMCAyIC0xN3QxNSAtN2gyMzFxMTEgMCAxMi41IDV0LTUuNSAxMnpNNTAwIDBoLTM3NXEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djM3NWg0MDB2LTQwMHpNMTEwMCA0MDB2LTM3NSBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0zNzV2NDAwaDQwMHoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTA3OyIgZD0iTS05MCAxMDBsNjQyIDEwNjZxMjAgMzEgNDggMjguNXQ0OCAtMzUuNWw2NDIgLTEwNTZxMjEgLTMyIDcuNSAtNjcuNXQtNTAuNSAtMzUuNWgtMTI5NHEtMzcgMCAtNTAuNSAzNHQ3LjUgNjZ6TTE1NSAyMDBoMzQ1djc1cTAgMTAgNy41IDE3LjV0MTcuNSA3LjVoMTUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtNzVoMzQ1bC00NDUgNzIzek00OTYgNzAwaDIwOHEyMCAwIDMyIC0xNC41dDggLTM0LjVsLTU4IC0yNTIgcS00IC0yMCAtMjEuNSAtMzQuNXQtMzcuNSAtMTQuNWgtNTRxLTIwIDAgLTM3LjUgMTQuNXQtMjEuNSAzNC41bC01OCAyNTJxLTQgMjAgOCAzNC41dDMyIDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEwODsiIGQ9Ik02NTAgMTIwMHE2MiAwIDEwNiAtNDR0NDQgLTEwNnYtMzM5bDM2MyAtMzI1cTE1IC0xNCAyNiAtMzguNXQxMSAtNDQuNXYtNDFxMCAtMjAgLTEyIC0yNi41dC0yOSA1LjVsLTM1OSAyNDl2LTI2M3ExMDAgLTkzIDEwMCAtMTEzdi02NHEwIC0yMSAtMTMgLTI5dC0zMiAxbC0yMDUgMTI4bC0yMDUgLTEyOHEtMTkgLTkgLTMyIC0xdC0xMyAyOXY2NHEwIDIwIDEwMCAxMTN2MjYzbC0zNTkgLTI0OXEtMTcgLTEyIC0yOSAtNS41dC0xMiAyNi41djQxIHEwIDIwIDExIDQ0LjV0MjYgMzguNWwzNjMgMzI1djMzOXEwIDYyIDQ0IDEwNnQxMDYgNDR6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEwOTsiIGQ9Ik04NTAgMTIwMGgxMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTUwaDUwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xNTBoLTExMDB2MTUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNWg1MHY1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjVoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGg1MDB2NTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek0xMTAwIDgwMHYtNzUwcTAgLTIxIC0xNC41IC0zNS41IHQtMzUuNSAtMTQuNWgtMTAwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2NzUwaDExMDB6TTEwMCA2MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTMwMCA2MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTUwMCA2MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTcwMCA2MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTkwMCA2MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTEwMCA0MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTMwMCA0MDB2LTEwMGgxMDB2MTAwaC0xMDB6TTUwMCA0MDAgdi0xMDBoMTAwdjEwMGgtMTAwek03MDAgNDAwdi0xMDBoMTAwdjEwMGgtMTAwek05MDAgNDAwdi0xMDBoMTAwdjEwMGgtMTAwek0xMDAgMjAwdi0xMDBoMTAwdjEwMGgtMTAwek0zMDAgMjAwdi0xMDBoMTAwdjEwMGgtMTAwek01MDAgMjAwdi0xMDBoMTAwdjEwMGgtMTAwek03MDAgMjAwdi0xMDBoMTAwdjEwMGgtMTAwek05MDAgMjAwdi0xMDBoMTAwdjEwMGgtMTAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTA7IiBkPSJNMTEzNSAxMTY1bDI0OSAtMjMwcTE1IC0xNCAxNSAtMzV0LTE1IC0zNWwtMjQ5IC0yMzBxLTE0IC0xNCAtMjQuNSAtMTB0LTEwLjUgMjV2MTUwaC0xNTlsLTYwMCAtNjAwaC0yOTFxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjVoMjA5bDYwMCA2MDBoMjQxdjE1MHEwIDIxIDEwLjUgMjV0MjQuNSAtMTB6TTUyMiA4MTlsLTE0MSAtMTQxbC0xMjIgMTIyaC0yMDlxLTIxIDAgLTM1LjUgMTQuNSB0LTE0LjUgMzUuNXYxMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41aDI5MXpNMTEzNSA1NjVsMjQ5IC0yMzBxMTUgLTE0IDE1IC0zNXQtMTUgLTM1bC0yNDkgLTIzMHEtMTQgLTE0IC0yNC41IC0xMHQtMTAuNSAyNXYxNTBoLTI0MWwtMTgxIDE4MWwxNDEgMTQxbDEyMiAtMTIyaDE1OXYxNTBxMCAyMSAxMC41IDI1dDI0LjUgLTEweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTE7IiBkPSJNMTAwIDExMDBoMTAwMHE0MSAwIDcwLjUgLTI5LjV0MjkuNSAtNzAuNXYtNjAwcTAgLTQxIC0yOS41IC03MC41dC03MC41IC0yOS41aC01OTZsLTMwNCAtMzAwdjMwMGgtMTAwcS00MSAwIC03MC41IDI5LjV0LTI5LjUgNzAuNXY2MDBxMCA0MSAyOS41IDcwLjV0NzAuNSAyOS41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTI7IiBkPSJNMTUwIDEyMDBoMjAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0yNTBoLTMwMHYyNTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek04NTAgMTIwMGgyMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTI1MGgtMzAwdjI1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTExMDAgODAwdi0zMDBxMCAtNDEgLTMgLTc3LjV0LTE1IC04OS41dC0zMiAtOTZ0LTU4IC04OXQtODkgLTc3dC0xMjkgLTUxdC0xNzQgLTIwdC0xNzQgMjAgdC0xMjkgNTF0LTg5IDc3dC01OCA4OXQtMzIgOTZ0LTE1IDg5LjV0LTMgNzcuNXYzMDBoMzAwdi0yNTB2LTI3di00Mi41dDEuNSAtNDF0NSAtMzh0MTAgLTM1dDE2LjUgLTMwdDI1LjUgLTI0LjV0MzUgLTE5dDQ2LjUgLTEydDYwIC00dDYwIDQuNXQ0Ni41IDEyLjV0MzUgMTkuNXQyNSAyNS41dDE3IDMwLjV0MTAgMzV0NSAzOHQyIDQwLjV0LTAuNSA0MnYyNXYyNTBoMzAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTM7IiBkPSJNMTEwMCA0MTFsLTE5OCAtMTk5bC0zNTMgMzUzbC0zNTMgLTM1M2wtMTk3IDE5OWw1NTEgNTUxeiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTQ7IiBkPSJNMTEwMSA3ODlsLTU1MCAtNTUxbC01NTEgNTUxbDE5OCAxOTlsMzUzIC0zNTNsMzUzIDM1M3oiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTI0OyIgZD0iTTgwMCA5NDZsMjI0IDc4bC03OCAtMjI0bDIzNCAtNDVsLTE4MCAtMTU1bDE4MCAtMTU1bC0yMzQgLTQ1bDc4IC0yMjRsLTIyNCA3OGwtNDUgLTIzNGwtMTU1IDE4MGwtMTU1IC0xODBsLTQ1IDIzNGwtMjI0IC03OGw3OCAyMjRsLTIzNCA0NWwxODAgMTU1bC0xODAgMTU1bDIzNCA0NWwtNzggMjI0bDIyNCAtNzhsNDUgMjM0bDE1NSAtMTgwbDE1NSAxODB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEyNTsiIGQ9Ik02NTAgMTIwMGg1MHE0MCAwIDcwIC00MC41dDMwIC04NC41di0xNTBsLTI4IC0xMjVoMzI4cTQwIDAgNzAgLTQwLjV0MzAgLTg0LjV2LTEwMHEwIC00NSAtMjkgLTc0bC0yMzggLTM0NHEtMTYgLTI0IC0zOCAtNDAuNXQtNDUgLTE2LjVoLTI1MHEtNyAwIC00MiAyNXQtNjYgNTBsLTMxIDI1aC02MXEtNDUgMCAtNzIuNSAxOHQtMjcuNSA1N3Y0MDBxMCAzNiAyMCA2M2wxNDUgMTk2bDk2IDE5OHExMyAyOCAzNy41IDQ4dDUxLjUgMjB6IE02NTAgMTEwMGwtMTAwIC0yMTJsLTE1MCAtMjEzdi0zNzVoMTAwbDEzNiAtMTAwaDIxNGwyNTAgMzc1djEyNWgtNDUwbDUwIDIyNXYxNzVoLTUwek01MCA4MDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2NTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%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%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%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTYyOyIgZD0iTTc5MyAxMTgybDkgLTlxOCAtMTAgNSAtMjdxLTMgLTExIC03OSAtMjI1LjV0LTc4IC0yMjEuNWwzMDAgMXEyNCAwIDMyLjUgLTE3LjV0LTUuNSAtMzUuNXEtMSAwIC0xMzMuNSAtMTU1dC0yNjcgLTMxMi41dC0xMzguNSAtMTYyLjVxLTEyIC0xNSAtMjYgLTE1aC05bC05IDhxLTkgMTEgLTQgMzJxMiA5IDQyIDEyMy41dDc5IDIyNC41bDM5IDExMGgtMzAycS0yMyAwIC0zMSAxOXEtMTAgMjEgNiA0MXE3NSA4NiAyMDkuNSAyMzcuNSB0MjI4IDI1N3Q5OC41IDExMS41cTkgMTYgMjUgMTZoOXoiIC8%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTg4OyIgZD0iTTIwMCAxMTAwaDcwMHExMjQgMCAyMTIgLTg4dDg4IC0yMTJ2LTUwMHEwIC0xMjQgLTg4IC0yMTJ0LTIxMiAtODhoLTcwMHEtMTI0IDAgLTIxMiA4OHQtODggMjEydjUwMHEwIDEyNCA4OCAyMTJ0MjEyIDg4ek0xMDAgOTAwdi03MDBoOTAwdjcwMGgtOTAwek01MDAgNzAwaC0yMDB2LTMwMGgyMDB2LTEwMGgtMzAwdjUwMGgzMDB2LTEwMHpNOTAwIDcwMGgtMjAwdi0zMDBoMjAwdi0xMDBoLTMwMHY1MDBoMzAwdi0xMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE4OTsiIGQ9Ik0yMDAgMTEwMGg3MDBxMTI0IDAgMjEyIC04OHQ4OCAtMjEydi01MDBxMCAtMTI0IC04OCAtMjEydC0yMTIgLTg4aC03MDBxLTEyNCAwIC0yMTIgODh0LTg4IDIxMnY1MDBxMCAxMjQgODggMjEydDIxMiA4OHpNMTAwIDkwMHYtNzAwaDkwMHY3MDBoLTkwMHpNNTAwIDQwMGwtMzAwIDE1MGwzMDAgMTUwdi0zMDB6TTkwMCA1NTBsLTMwMCAtMTUwdjMwMHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTk5OyIgZD0iTTcwMCAxMDB2MTAwaDQwMGwtMjcwIDMwMGgxNzBsLTI3MCAzMDBoMTcwbC0zMDAgMzMzbC0zMDAgLTMzM2gxNzBsLTI3MCAtMzAwaDE3MGwtMjcwIC0zMDBoNDAwdi0xMDBoLTUwcS0yMSAwIC0zNS41IC0xNC41dC0xNC41IC0zNS41di01MGg0MDB2NTBxMCAyMSAtMTQuNSAzNS41dC0zNS41IDE0LjVoLTUweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMDA7IiBkPSJNNjAwIDExNzlxOTQgMCAxNjcuNSAtNTYuNXQ5OS41IC0xNDUuNXE4OSAtNiAxNTAuNSAtNzEuNXQ2MS41IC0xNTUuNXEwIC02MSAtMjkuNSAtMTEyLjV0LTc5LjUgLTgyLjVxOSAtMjkgOSAtNTVxMCAtNzQgLTUyLjUgLTEyNi41dC0xMjYuNSAtNTIuNXEtNTUgMCAtMTAwIDMwdi0yNTFxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTUwaC0zMDB2NTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41djI1MXEtNDUgLTMwIC0xMDAgLTMwIHEtNzQgMCAtMTI2LjUgNTIuNXQtNTIuNSAxMjYuNXEwIDE4IDQgMzhxLTQ3IDIxIC03NS41IDY1dC0yOC41IDk3cTAgNzQgNTIuNSAxMjYuNXQxMjYuNSA1Mi41cTUgMCAyMyAtMnEwIDIgLTEgMTB0LTEgMTNxMCAxMTYgODEuNSAxOTcuNXQxOTcuNSA4MS41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMDE7IiBkPSJNMTAxMCAxMDEwcTExMSAtMTExIDE1MC41IC0yNjAuNXQwIC0yOTl0LTE1MC41IC0yNjAuNXEtODMgLTgzIC0xOTEuNSAtMTI2LjV0LTIxOC41IC00My41dC0yMTguNSA0My41dC0xOTEuNSAxMjYuNXEtMTExIDExMSAtMTUwLjUgMjYwLjV0MCAyOTl0MTUwLjUgMjYwLjVxODMgODMgMTkxLjUgMTI2LjV0MjE4LjUgNDMuNXQyMTguNSAtNDMuNXQxOTEuNSAtMTI2LjV6TTQ3NiAxMDY1cS00IDAgLTggLTFxLTEyMSAtMzQgLTIwOS41IC0xMjIuNSB0LTEyMi41IC0yMDkuNXEtNCAtMTIgMi41IC0yM3QxOC41IC0xNGwzNiAtOXEzIC0xIDcgLTFxMjMgMCAyOSAyMnEyNyA5NiA5OCAxNjZxNzAgNzEgMTY2IDk4cTExIDMgMTcuNSAxMy41dDMuNSAyMi41bC05IDM1cS0zIDEzIC0xNCAxOXEtNyA0IC0xNSA0ek01MTIgOTIwcS00IDAgLTkgLTJxLTgwIC0yNCAtMTM4LjUgLTgyLjV0LTgyLjUgLTEzOC41cS00IC0xMyAyIC0yNHQxOSAtMTRsMzQgLTlxNCAtMSA4IC0xcTIyIDAgMjggMjEgcTE4IDU4IDU4LjUgOTguNXQ5Ny41IDU4LjVxMTIgMyAxOCAxMy41dDMgMjEuNWwtOSAzNXEtMyAxMiAtMTQgMTlxLTcgNCAtMTUgNHpNNzE5LjUgNzE5LjVxLTQ5LjUgNDkuNSAtMTE5LjUgNDkuNXQtMTE5LjUgLTQ5LjV0LTQ5LjUgLTExOS41dDQ5LjUgLTExOS41dDExOS41IC00OS41dDExOS41IDQ5LjV0NDkuNSAxMTkuNXQtNDkuNSAxMTkuNXpNODU1IDU1MXEtMjIgMCAtMjggLTIxcS0xOCAtNTggLTU4LjUgLTk4LjV0LTk4LjUgLTU3LjUgcS0xMSAtNCAtMTcgLTE0LjV0LTMgLTIxLjVsOSAtMzVxMyAtMTIgMTQgLTE5cTcgLTQgMTUgLTRxNCAwIDkgMnE4MCAyNCAxMzguNSA4Mi41dDgyLjUgMTM4LjVxNCAxMyAtMi41IDI0dC0xOC41IDE0bC0zNCA5cS00IDEgLTggMXpNMTAwMCA1MTVxLTIzIDAgLTI5IC0yMnEtMjcgLTk2IC05OCAtMTY2cS03MCAtNzEgLTE2NiAtOThxLTExIC0zIC0xNy41IC0xMy41dC0zLjUgLTIyLjVsOSAtMzVxMyAtMTMgMTQgLTE5cTcgLTQgMTUgLTQgcTQgMCA4IDFxMTIxIDM0IDIwOS41IDEyMi41dDEyMi41IDIwOS41cTQgMTIgLTIuNSAyM3QtMTguNSAxNGwtMzYgOXEtMyAxIC03IDF6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIwMjsiIGQ9Ik03MDAgODAwaDMwMHYtMzgwaC0xODB2MjAwaC0zNDB2LTIwMGgtMzgwdjc1NXEwIDEwIDcuNSAxNy41dDE3LjUgNy41aDU3NXYtNDAwek0xMDAwIDkwMGgtMjAwdjIwMHpNNzAwIDMwMGgxNjJsLTIxMiAtMjEybC0yMTIgMjEyaDE2MnYyMDBoMTAwdi0yMDB6TTUyMCAwaC0zOTVxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXYzOTV6TTEwMDAgMjIwdi0xOTVxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC0xOTV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIwMzsiIGQ9Ik03MDAgODAwaDMwMHYtNTIwbC0zNTAgMzUwbC01NTAgLTU1MHYxMDk1cTAgMTAgNy41IDE3LjV0MTcuNSA3LjVoNTc1di00MDB6TTEwMDAgOTAwaC0yMDB2MjAwek04NjIgMjAwaC0xNjJ2LTIwMGgtMTAwdjIwMGgtMTYybDIxMiAyMTJ6TTQ4MCAwaC0zNTVxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY1NWgzODB2LTgwek0xMDAwIDgwdi01NXEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTE1NXY4MGgxODB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIwNDsiIGQ9Ik0xMTYyIDgwMGgtMTYydi0yMDBoMTAwbDEwMCAtMTAwaC0zMDB2MzAwaC0xNjJsMjEyIDIxMnpNMjAwIDgwMGgyMDBxMjcgMCA0MCAtMnQyOS41IC0xMC41dDIzLjUgLTMwdDcgLTU3LjVoMzAwdi0xMDBoLTYwMGwtMjAwIC0zNTB2NDUwaDEwMHEwIDM2IDcgNTcuNXQyMy41IDMwdDI5LjUgMTAuNXQ0MCAyek04MDAgNDAwaDI0MGwtMjQwIC00MDBoLTgwMGwzMDAgNTAwaDUwMHYtMTAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMDU7IiBkPSJNNjUwIDExMDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGg1MHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0zMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djEwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjVoNTB2NTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek0xMDAwIDg1MHYxNTBxNDEgMCA3MC41IC0yOS41dDI5LjUgLTcwLjV2LTgwMCBxMCAtNDEgLTI5LjUgLTcwLjV0LTcwLjUgLTI5LjVoLTYwMHEtMSAwIC0yMCA0bDI0NiAyNDZsLTMyNiAzMjZ2MzI0cTAgNDEgMjkuNSA3MC41dDcwLjUgMjkuNXYtMTUwcTAgLTYyIDQ0IC0xMDZ0MTA2IC00NGgzMDBxNjIgMCAxMDYgNDR0NDQgMTA2ek00MTIgMjUwbC0yMTIgLTIxMnYxNjJoLTIwMHYxMDBoMjAwdjE2MnoiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjIxOyIgZD0iTTQ4MCAxMTY1bDY4MiAtNjgzcTMxIC0zMSAzMSAtNzUuNXQtMzEgLTc1LjVsLTEzMSAtMTMxaC00ODFsLTUxNyA1MThxLTMyIDMxIC0zMiA3NS41dDMyIDc1LjVsMjk1IDI5NnEzMSAzMSA3NS41IDMxdDc2LjUgLTMxek0xMDggNzk0bDM0MiAtMzQybDMwMyAzMDRsLTM0MSAzNDF6TTI1MCAxMDBoODAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtOTAwdjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjIzOyIgZD0iTTEwNTcgNjQ3bC0xODkgNTA2cS04IDE5IC0yNy41IDMzdC00MC41IDE0aC00MDBxLTIxIDAgLTQwLjUgLTE0dC0yNy41IC0zM2wtMTg5IC01MDZxLTggLTE5IDEuNSAtMzN0MzAuNSAtMTRoNjI1di0xNTBxMCAtMjEgMTQuNSAtMzUuNXQzNS41IC0xNC41dDM1LjUgMTQuNXQxNC41IDM1LjV2MTUwaDEyNXEyMSAwIDMwLjUgMTR0MS41IDMzek04OTcgMGgtNTk1djUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNWg1MHY1MCBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41aDQ4djMwMGgyMDB2LTMwMGg0N3EyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNTBoNTBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTUweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMjQ7IiBkPSJNOTAwIDgwMGgzMDB2LTU3NXEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTM3NXY1OTFsLTMwMCAzMDB2ODRxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWgzNzV2LTQwMHpNMTIwMCA5MDBoLTIwMHYyMDB6TTQwMCA2MDBoMzAwdi01NzVxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC02NTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY5NTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWgzNzV2LTQwMHpNNzAwIDcwMGgtMjAwdjIwMHogIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTIyNTsiIGQ9Ik00ODQgMTA5NWgxOTVxNzUgMCAxNDYgLTMyLjV0MTI0IC04NnQ4OS41IC0xMjIuNXQ0OC41IC0xNDJxMTggLTE0IDM1IC0yMHEzMSAtMTAgNjQuNSA2LjV0NDMuNSA0OC41cTEwIDM0IC0xNSA3MXEtMTkgMjcgLTkgNDNxNSA4IDEyLjUgMTF0MTkgLTF0MjMuNSAtMTZxNDEgLTQ0IDM5IC0xMDVxLTMgLTYzIC00NiAtMTA2LjV0LTEwNCAtNDMuNWgtNjJxLTcgLTU1IC0zNSAtMTE3dC01NiAtMTAwbC0zOSAtMjM0cS0zIC0yMCAtMjAgLTM0LjUgdC0zOCAtMTQuNWgtMTAwcS0yMSAwIC0zMyAxNC41dC05IDM0LjVsMTIgNzBxLTQ5IC0xNCAtOTEgLTE0aC0xOTVxLTI0IDAgLTY1IDhsLTExIC02NHEtMyAtMjAgLTIwIC0zNC41dC0zOCAtMTQuNWgtMTAwcS0yMSAwIC0zMyAxNC41dC05IDM0LjVsMjYgMTU3cS04NCA3NCAtMTI4IDE3NWwtMTU5IDUzcS0xOSA3IC0zMyAyNnQtMTQgNDB2NTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41aDEyNHExMSA4NyA1NiAxNjZsLTExMSA5NSBxLTE2IDE0IC0xMi41IDIzLjV0MjQuNSA5LjVoMjAzcTExNiAxMDEgMjUwIDEwMXpNNjc1IDEwMDBoLTI1MHEtMTAgMCAtMTcuNSAtNy41dC03LjUgLTE3LjV2LTUwcTAgLTEwIDcuNSAtMTcuNXQxNy41IC03LjVoMjUwcTEwIDAgMTcuNSA3LjV0Ny41IDE3LjV2NTBxMCAxMCAtNy41IDE3LjV0LTE3LjUgNy41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyMjY7IiBkPSJNNjQxIDkwMGw0MjMgMjQ3cTE5IDggNDIgMi41dDM3IC0yMS41bDMyIC0zOHExNCAtMTUgMTIuNSAtMzZ0LTE3LjUgLTM0bC0xMzkgLTEyMGgtMzkwek01MCAxMTAwaDEwNnE2NyAwIDEwMyAtMTd0NjYgLTcxbDEwMiAtMjEyaDgyM3EyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNTBxMCAtMjEgLTE0IC00MHQtMzMgLTI2bC03MzcgLTEzMnEtMjMgLTQgLTQwIDZ0LTI2IDI1cS00MiA2NyAtMTAwIDY3aC0zMDBxLTYyIDAgLTEwNiA0NCB0LTQ0IDEwNnYyMDBxMCA2MiA0NCAxMDZ0MTA2IDQ0ek0xNzMgOTI4aC04MHEtMTkgMCAtMjggLTE0dC05IC0zNXYtNTZxMCAtNTEgNDIgLTUxaDEzNHExNiAwIDIxLjUgOHQ1LjUgMjRxMCAxMSAtMTYgNDV0LTI3IDUxcS0xOCAyOCAtNDMgMjh6TTU1MCA3MjdxLTMyIDAgLTU0LjUgLTIyLjV0LTIyLjUgLTU0LjV0MjIuNSAtNTQuNXQ1NC41IC0yMi41dDU0LjUgMjIuNXQyMi41IDU0LjV0LTIyLjUgNTQuNXQtNTQuNSAyMi41ek0xMzAgMzg5IGwxNTIgMTMwcTE4IDE5IDM0IDI0dDMxIC0zLjV0MjQuNSAtMTcuNXQyNS41IC0yOHEyOCAtMzUgNTAuNSAtNTF0NDguNSAtMTNsNjMgNWw0OCAtMTc5cTEzIC02MSAtMy41IC05Ny41dC02Ny41IC03OS41bC04MCAtNjlxLTQ3IC00MCAtMTA5IC0zNS41dC0xMDMgNTEuNWwtMTMwIDE1MXEtNDAgNDcgLTM1LjUgMTA5LjV0NTEuNSAxMDIuNXpNMzgwIDM3N2wtMTAyIC04OHEtMzEgLTI3IDIgLTY1bDM3IC00M3ExMyAtMTUgMjcuNSAtMTkuNSB0MzEuNSA2LjVsNjEgNTNxMTkgMTYgMTQgNDlxLTIgMjAgLTEyIDU2dC0xNyA0NXEtMTEgMTIgLTE5IDE0dC0yMyAtOHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjQxOyIgZD0iTTEyMDAgOTAwaC01MHEwIDIxIC00IDM3dC05LjUgMjYuNXQtMTggMTcuNXQtMjIgMTF0LTI4LjUgNS41dC0zMSAydC0zNyAwLjVoLTIwMHYtODUwcTAgLTIyIDI1IC0zNC41dDUwIC0xMy41bDI1IC0ydi0xMDBoLTQwMHYxMDBxNCAwIDExIDAuNXQyNCAzdDMwIDd0MjQgMTV0MTEgMjQuNXY4NTBoLTIwMHEtMjUgMCAtMzcgLTAuNXQtMzEgLTJ0LTI4LjUgLTUuNXQtMjIgLTExdC0xOCAtMTcuNXQtOS41IC0yNi41dC00IC0zN2gtNTB2MzAwIGgxMDAwdi0zMDB6TTUwMCA0NTBoLTI1cTAgMTUgLTQgMjQuNXQtOSAxNC41dC0xNyA3LjV0LTIwIDN0LTI1IDAuNWgtMTAwdi00MjVxMCAtMTEgMTIuNSAtMTcuNXQyNS41IC03LjVoMTJ2LTUwaC0yMDB2NTBxNTAgMCA1MCAyNXY0MjVoLTEwMHEtMTcgMCAtMjUgLTAuNXQtMjAgLTN0LTE3IC03LjV0LTkgLTE0LjV0LTQgLTI0LjVoLTI1djE1MGg1MDB2LTE1MHoiIC8%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUwOyIgZD0iTTg2NSA1NjVsLTQ5NCAtNDk0cS0yMyAtMjMgLTQxIC0yM3EtMTQgMCAtMjIgMTMuNXQtOCAzOC41djEwMDBxMCAyNSA4IDM4LjV0MjIgMTMuNXExOCAwIDQxIC0yM2w0OTQgLTQ5NHExNCAtMTQgMTQgLTM1dC0xNCAtMzV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTI1MTsiIGQ9Ik0zMzUgNjM1bDQ5NCA0OTRxMjkgMjkgNTAgMjAuNXQyMSAtNDkuNXYtMTAwMHEwIC00MSAtMjEgLTQ5LjV0LTUwIDIwLjVsLTQ5NCA0OTRxLTE0IDE0IC0xNCAzNXQxNCAzNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUyOyIgZD0iTTEwMCA5MDBoMTAwMHE0MSAwIDQ5LjUgLTIxdC0yMC41IC01MGwtNDk0IC00OTRxLTE0IC0xNCAtMzUgLTE0dC0zNSAxNGwtNDk0IDQ5NHEtMjkgMjkgLTIwLjUgNTB0NDkuNSAyMXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUzOyIgZD0iTTYzNSA4NjVsNDk0IC00OTRxMjkgLTI5IDIwLjUgLTUwdC00OS41IC0yMWgtMTAwMHEtNDEgMCAtNDkuNSAyMXQyMC41IDUwbDQ5NCA0OTRxMTQgMTQgMzUgMTR0MzUgLTE0eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyNTQ7IiBkPSJNNzAwIDc0MXYtMTgybC02OTIgLTMyM3YyMjFsNDEzIDE5M2wtNDEzIDE5M3YyMjF6TTEyMDAgMGgtODAwdjIwMGg4MDB2LTIwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU1OyIgZD0iTTEyMDAgOTAwaC0yMDB2LTEwMGgyMDB2LTEwMGgtMzAwdjMwMGgyMDB2MTAwaC0yMDB2MTAwaDMwMHYtMzAwek0wIDcwMGg1MHEwIDIxIDQgMzd0OS41IDI2LjV0MTggMTcuNXQyMiAxMXQyOC41IDUuNXQzMSAydDM3IDAuNWgxMDB2LTU1MHEwIC0yMiAtMjUgLTM0LjV0LTUwIC0xMy41bC0yNSAtMnYtMTAwaDQwMHYxMDBxLTQgMCAtMTEgMC41dC0yNCAzdC0zMCA3dC0yNCAxNXQtMTEgMjQuNXY1NTBoMTAwcTI1IDAgMzcgLTAuNXQzMSAtMiB0MjguNSAtNS41dDIyIC0xMXQxOCAtMTcuNXQ5LjUgLTI2LjV0NCAtMzdoNTB2MzAwaC04MDB2LTMwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU2OyIgZD0iTTgwMCA3MDBoLTUwcTAgMjEgLTQgMzd0LTkuNSAyNi41dC0xOCAxNy41dC0yMiAxMXQtMjguNSA1LjV0LTMxIDJ0LTM3IDAuNWgtMTAwdi01NTBxMCAtMjIgMjUgLTM0LjV0NTAgLTE0LjVsMjUgLTF2LTEwMGgtNDAwdjEwMHE0IDAgMTEgMC41dDI0IDN0MzAgN3QyNCAxNXQxMSAyNC41djU1MGgtMTAwcS0yNSAwIC0zNyAtMC41dC0zMSAtMnQtMjguNSAtNS41dC0yMiAtMTF0LTE4IC0xNy41dC05LjUgLTI2LjV0LTQgLTM3aC01MHYzMDAgaDgwMHYtMzAwek0xMTAwIDIwMGgtMjAwdi0xMDBoMjAwdi0xMDBoLTMwMHYzMDBoMjAwdjEwMGgtMjAwdjEwMGgzMDB2LTMwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU3OyIgZD0iTTcwMSAxMDk4aDE2MHExNiAwIDIxIC0xMXQtNyAtMjNsLTQ2NCAtNDY0bDQ2NCAtNDY0cTEyIC0xMiA3IC0yM3QtMjEgLTExaC0xNjBxLTEzIDAgLTIzIDlsLTQ3MSA0NzFxLTcgOCAtNyAxOHQ3IDE4bDQ3MSA0NzFxMTAgOSAyMyA5eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyNTg7IiBkPSJNMzM5IDEwOThoMTYwcTEzIDAgMjMgLTlsNDcxIC00NzFxNyAtOCA3IC0xOHQtNyAtMThsLTQ3MSAtNDcxcS0xMCAtOSAtMjMgLTloLTE2MHEtMTYgMCAtMjEgMTF0NyAyM2w0NjQgNDY0bC00NjQgNDY0cS0xMiAxMiAtNyAyM3QyMSAxMXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU5OyIgZD0iTTEwODcgODgycTExIC01IDExIC0yMXYtMTYwcTAgLTEzIC05IC0yM2wtNDcxIC00NzFxLTggLTcgLTE4IC03dC0xOCA3bC00NzEgNDcxcS05IDEwIC05IDIzdjE2MHEwIDE2IDExIDIxdDIzIC03bDQ2NCAtNDY0bDQ2NCA0NjRxMTIgMTIgMjMgN3oiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjYwOyIgZD0iTTYxOCA5OTNsNDcxIC00NzFxOSAtMTAgOSAtMjN2LTE2MHEwIC0xNiAtMTEgLTIxdC0yMyA3bC00NjQgNDY0bC00NjQgLTQ2NHEtMTIgLTEyIC0yMyAtN3QtMTEgMjF2MTYwcTAgMTMgOSAyM2w0NzEgNDcxcTggNyAxOCA3dDE4IC03eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGY4ZmY7IiBkPSJNMTAwMCAxMjAwcTAgLTEyNCAtODggLTIxMnQtMjEyIC04OHEwIDEyNCA4OCAyMTJ0MjEyIDg4ek00NTAgMTAwMGgxMDBxMjEgMCA0MCAtMTR0MjYgLTMzbDc5IC0xOTRxNSAxIDE2IDNxMzQgNiA1NCA5LjV0NjAgN3Q2NS41IDF0NjEgLTEwdDU2LjUgLTIzdDQyLjUgLTQydDI5IC02NHQ1IC05MnQtMTkuNSAtMTIxLjVxLTEgLTcgLTMgLTE5LjV0LTExIC01MHQtMjAuNSAtNzN0LTMyLjUgLTgxLjV0LTQ2LjUgLTgzdC02NCAtNzAgdC04Mi41IC01MHEtMTMgLTUgLTQyIC01dC02NS41IDIuNXQtNDcuNSAyLjVxLTE0IDAgLTQ5LjUgLTMuNXQtNjMgLTMuNXQtNDMuNSA3cS01NyAyNSAtMTA0LjUgNzguNXQtNzUgMTExLjV0LTQ2LjUgMTEydC0yNiA5MGwtNyAzNXEtMTUgNjMgLTE4IDExNXQ0LjUgODguNXQyNiA2NHQzOS41IDQzLjV0NTIgMjUuNXQ1OC41IDEzdDYyLjUgMnQ1OS41IC00LjV0NTUuNSAtOGwtMTQ3IDE5MnEtMTIgMTggLTUuNSAzMHQyNy41IDEyeiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDFmNTExOyIgZD0iTTI1MCAxMjAwaDYwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xNTB2LTUwMGwtMjU1IC0xNzhxLTE5IC05IC0zMiAtMXQtMTMgMjl2NjUwaC0xNTBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djQwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTQwMCAxMTAwdi0xMDBoMzAwdjEwMGgtMzAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDFmNmFhOyIgZD0iTTI1MCAxMjAwaDc1MHEzOSAwIDY5LjUgLTQwLjV0MzAuNSAtODQuNXYtOTMzbC03MDAgLTExN3Y5NTBsNjAwIDEyNWgtNzAwdi0xMDAwaC0xMDB2MTAyNXEwIDIzIDE1LjUgNDl0MzQuNSAyNnpNNTAwIDUyNXYtMTAwbDEwMCAyMHYxMDB6IiAvPgo8L2ZvbnQ%2BCjwvZGVmcz48L3N2Zz4g%29%20format%28%27svg%27%29%7D%2Eglyphicon%7Bposition%3Arelative%3Btop%3A1px%3Bdisplay%3Ainline%2Dblock%3Bfont%2Dfamily%3A%27Glyphicons%20Halflings%27%3Bfont%2Dstyle%3Anormal%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%3B%2Dwebkit%2Dfont%2Dsmoothing%3Aantialiased%3B%2Dmoz%2Dosx%2Dfont%2Dsmoothing%3Agrayscale%7D%2Eglyphicon%2Dasterisk%3Abefore%7Bcontent%3A%22%5C2a%22%7D%2Eglyphicon%2Dplus%3Abefore%7Bcontent%3A%22%5C2b%22%7D%2Eglyphicon%2Deur%3Abefore%2C%2Eglyphicon%2Deuro%3Abefore%7Bcontent%3A%22%5C20ac%22%7D%2Eglyphicon%2Dminus%3Abefore%7Bcontent%3A%22%5C2212%22%7D%2Eglyphicon%2Dcloud%3Abefore%7Bcontent%3A%22%5C2601%22%7D%2Eglyphicon%2Denvelope%3Abefore%7Bcontent%3A%22%5C2709%22%7D%2Eglyphicon%2Dpencil%3Abefore%7Bcontent%3A%22%5C270f%22%7D%2Eglyphicon%2Dglass%3Abefore%7Bcontent%3A%22%5Ce001%22%7D%2Eglyphicon%2Dmusic%3Abefore%7Bcontent%3A%22%5Ce002%22%7D%2Eglyphicon%2Dsearch%3Abefore%7Bcontent%3A%22%5Ce003%22%7D%2Eglyphicon%2Dheart%3Abefore%7Bcontent%3A%22%5Ce005%22%7D%2Eglyphicon%2Dstar%3Abefore%7Bcontent%3A%22%5Ce006%22%7D%2Eglyphicon%2Dstar%2Dempty%3Abefore%7Bcontent%3A%22%5Ce007%22%7D%2Eglyphicon%2Duser%3Abefore%7Bcontent%3A%22%5Ce008%22%7D%2Eglyphicon%2Dfilm%3Abefore%7Bcontent%3A%22%5Ce009%22%7D%2Eglyphicon%2Dth%2Dlarge%3Abefore%7Bcontent%3A%22%5Ce010%22%7D%2Eglyphicon%2Dth%3Abefore%7Bcontent%3A%22%5Ce011%22%7D%2Eglyphicon%2Dth%2Dlist%3Abefore%7Bcontent%3A%22%5Ce012%22%7D%2Eglyphicon%2Dok%3Abefore%7Bcontent%3A%22%5Ce013%22%7D%2Eglyphicon%2Dremove%3Abefore%7Bcontent%3A%22%5Ce014%22%7D%2Eglyphicon%2Dzoom%2Din%3Abefore%7Bcontent%3A%22%5Ce015%22%7D%2Eglyphicon%2Dzoom%2Dout%3Abefore%7Bcontent%3A%22%5Ce016%22%7D%2Eglyphicon%2Doff%3Abefore%7Bcontent%3A%22%5Ce017%22%7D%2Eglyphicon%2Dsignal%3Abefore%7Bcontent%3A%22%5Ce018%22%7D%2Eglyphicon%2Dcog%3Abefore%7Bcontent%3A%22%5Ce019%22%7D%2Eglyphicon%2Dtrash%3Abefore%7Bcontent%3A%22%5Ce020%22%7D%2Eglyphicon%2Dhome%3Abefore%7Bcontent%3A%22%5Ce021%22%7D%2Eglyphicon%2Dfile%3Abefore%7Bcontent%3A%22%5Ce022%22%7D%2Eglyphicon%2Dtime%3Abefore%7Bcontent%3A%22%5Ce023%22%7D%2Eglyphicon%2Droad%3Abefore%7Bcontent%3A%22%5Ce024%22%7D%2Eglyphicon%2Ddownload%2Dalt%3Abefore%7Bcontent%3A%22%5Ce025%22%7D%2Eglyphicon%2Ddownload%3Abefore%7Bcontent%3A%22%5Ce026%22%7D%2Eglyphicon%2Dupload%3Abefore%7Bcontent%3A%22%5Ce027%22%7D%2Eglyphicon%2Dinbox%3Abefore%7Bcontent%3A%22%5Ce028%22%7D%2Eglyphicon%2Dplay%2Dcircle%3Abefore%7Bcontent%3A%22%5Ce029%22%7D%2Eglyphicon%2Drepeat%3Abefore%7Bcontent%3A%22%5Ce030%22%7D%2Eglyphicon%2Drefresh%3Abefore%7Bcontent%3A%22%5Ce031%22%7D%2Eglyphicon%2Dlist%2Dalt%3Abefore%7Bcontent%3A%22%5Ce032%22%7D%2Eglyphicon%2Dlock%3Abefore%7Bcontent%3A%22%5Ce033%22%7D%2Eglyphicon%2Dflag%3Abefore%7Bcontent%3A%22%5Ce034%22%7D%2Eglyphicon%2Dheadphones%3Abefore%7Bcontent%3A%22%5Ce035%22%7D%2Eglyphicon%2Dvolume%2Doff%3Abefore%7Bcontent%3A%22%5Ce036%22%7D%2Eglyphicon%2Dvolume%2Ddown%3Abefore%7Bcontent%3A%22%5Ce037%22%7D%2Eglyphicon%2Dvolume%2Dup%3Abefore%7Bcontent%3A%22%5Ce038%22%7D%2Eglyphicon%2Dqrcode%3Abefore%7Bcontent%3A%22%5Ce039%22%7D%2Eglyphicon%2Dbarcode%3Abefore%7Bcontent%3A%22%5Ce040%22%7D%2Eglyphicon%2Dtag%3Abefore%7Bcontent%3A%22%5Ce041%22%7D%2Eglyphicon%2Dtags%3Abefore%7Bcontent%3A%22%5Ce042%22%7D%2Eglyphicon%2Dbook%3Abefore%7Bcontent%3A%22%5Ce043%22%7D%2Eglyphicon%2Dbookmark%3Abefore%7Bcontent%3A%22%5Ce044%22%7D%2Eglyphicon%2Dprint%3Abefore%7Bcontent%3A%22%5Ce045%22%7D%2Eglyphicon%2Dcamera%3Abefore%7Bcontent%3A%22%5Ce046%22%7D%2Eglyphicon%2Dfont%3Abefore%7Bcontent%3A%22%5Ce047%22%7D%2Eglyphicon%2Dbold%3Abefore%7Bcontent%3A%22%5Ce048%22%7D%2Eglyphicon%2Ditalic%3Abefore%7Bcontent%3A%22%5Ce049%22%7D%2Eglyphicon%2Dtext%2Dheight%3Abefore%7Bcontent%3A%22%5Ce050%22%7D%2Eglyphicon%2Dtext%2Dwidth%3Abefore%7Bcontent%3A%22%5Ce051%22%7D%2Eglyphicon%2Dalign%2Dleft%3Abefore%7Bcontent%3A%22%5Ce052%22%7D%2Eglyphicon%2Dalign%2Dcenter%3Abefore%7Bcontent%3A%22%5Ce053%22%7D%2Eglyphicon%2Dalign%2Dright%3Abefore%7Bcontent%3A%22%5Ce054%22%7D%2Eglyphicon%2Dalign%2Djustify%3Abefore%7Bcontent%3A%22%5Ce055%22%7D%2Eglyphicon%2Dlist%3Abefore%7Bcontent%3A%22%5Ce056%22%7D%2Eglyphicon%2Dindent%2Dleft%3Abefore%7Bcontent%3A%22%5Ce057%22%7D%2Eglyphicon%2Dindent%2Dright%3Abefore%7Bcontent%3A%22%5Ce058%22%7D%2Eglyphicon%2Dfacetime%2Dvideo%3Abefore%7Bcontent%3A%22%5Ce059%22%7D%2Eglyphicon%2Dpicture%3Abefore%7Bcontent%3A%22%5Ce060%22%7D%2Eglyphicon%2Dmap%2Dmarker%3Abefore%7Bcontent%3A%22%5Ce062%22%7D%2Eglyphicon%2Dadjust%3Abefore%7Bcontent%3A%22%5Ce063%22%7D%2Eglyphicon%2Dtint%3Abefore%7Bcontent%3A%22%5Ce064%22%7D%2Eglyphicon%2Dedit%3Abefore%7Bcontent%3A%22%5Ce065%22%7D%2Eglyphicon%2Dshare%3Abefore%7Bcontent%3A%22%5Ce066%22%7D%2Eglyphicon%2Dcheck%3Abefore%7Bcontent%3A%22%5Ce067%22%7D%2Eglyphicon%2Dmove%3Abefore%7Bcontent%3A%22%5Ce068%22%7D%2Eglyphicon%2Dstep%2Dbackward%3Abefore%7Bcontent%3A%22%5Ce069%22%7D%2Eglyphicon%2Dfast%2Dbackward%3Abefore%7Bcontent%3A%22%5Ce070%22%7D%2Eglyphicon%2Dbackward%3Abefore%7Bcontent%3A%22%5Ce071%22%7D%2Eglyphicon%2Dplay%3Abefore%7Bcontent%3A%22%5Ce072%22%7D%2Eglyphicon%2Dpause%3Abefore%7Bcontent%3A%22%5Ce073%22%7D%2Eglyphicon%2Dstop%3Abefore%7Bcontent%3A%22%5Ce074%22%7D%2Eglyphicon%2Dforward%3Abefore%7Bcontent%3A%22%5Ce075%22%7D%2Eglyphicon%2Dfast%2Dforward%3Abefore%7Bcontent%3A%22%5Ce076%22%7D%2Eglyphicon%2Dstep%2Dforward%3Abefore%7Bcontent%3A%22%5Ce077%22%7D%2Eglyphicon%2Deject%3Abefore%7Bcontent%3A%22%5Ce078%22%7D%2Eglyphicon%2Dchevron%2Dleft%3Abefore%7Bcontent%3A%22%5Ce079%22%7D%2Eglyphicon%2Dchevron%2Dright%3Abefore%7Bcontent%3A%22%5Ce080%22%7D%2Eglyphicon%2Dplus%2Dsign%3Abefore%7Bcontent%3A%22%5Ce081%22%7D%2Eglyphicon%2Dminus%2Dsign%3Abefore%7Bcontent%3A%22%5Ce082%22%7D%2Eglyphicon%2Dremove%2Dsign%3Abefore%7Bcontent%3A%22%5Ce083%22%7D%2Eglyphicon%2Dok%2Dsign%3Abefore%7Bcontent%3A%22%5Ce084%22%7D%2Eglyphicon%2Dquestion%2Dsign%3Abefore%7Bcontent%3A%22%5Ce085%22%7D%2Eglyphicon%2Dinfo%2Dsign%3Abefore%7Bcontent%3A%22%5Ce086%22%7D%2Eglyphicon%2Dscreenshot%3Abefore%7Bcontent%3A%22%5Ce087%22%7D%2Eglyphicon%2Dremove%2Dcircle%3Abefore%7Bcontent%3A%22%5Ce088%22%7D%2Eglyphicon%2Dok%2Dcircle%3Abefore%7Bcontent%3A%22%5Ce089%22%7D%2Eglyphicon%2Dban%2Dcircle%3Abefore%7Bcontent%3A%22%5Ce090%22%7D%2Eglyphicon%2Darrow%2Dleft%3Abefore%7Bcontent%3A%22%5Ce091%22%7D%2Eglyphicon%2Darrow%2Dright%3Abefore%7Bcontent%3A%22%5Ce092%22%7D%2Eglyphicon%2Darrow%2Dup%3Abefore%7Bcontent%3A%22%5Ce093%22%7D%2Eglyphicon%2Darrow%2Ddown%3Abefore%7Bcontent%3A%22%5Ce094%22%7D%2Eglyphicon%2Dshare%2Dalt%3Abefore%7Bcontent%3A%22%5Ce095%22%7D%2Eglyphicon%2Dresize%2Dfull%3Abefore%7Bcontent%3A%22%5Ce096%22%7D%2Eglyphicon%2Dresize%2Dsmall%3Abefore%7Bcontent%3A%22%5Ce097%22%7D%2Eglyphicon%2Dexclamation%2Dsign%3Abefore%7Bcontent%3A%22%5Ce101%22%7D%2Eglyphicon%2Dgift%3Abefore%7Bcontent%3A%22%5Ce102%22%7D%2Eglyphicon%2Dleaf%3Abefore%7Bcontent%3A%22%5Ce103%22%7D%2Eglyphicon%2Dfire%3Abefore%7Bcontent%3A%22%5Ce104%22%7D%2Eglyphicon%2Deye%2Dopen%3Abefore%7Bcontent%3A%22%5Ce105%22%7D%2Eglyphicon%2Deye%2Dclose%3Abefore%7Bcontent%3A%22%5Ce106%22%7D%2Eglyphicon%2Dwarning%2Dsign%3Abefore%7Bcontent%3A%22%5Ce107%22%7D%2Eglyphicon%2Dplane%3Abefore%7Bcontent%3A%22%5Ce108%22%7D%2Eglyphicon%2Dcalendar%3Abefore%7Bcontent%3A%22%5Ce109%22%7D%2Eglyphicon%2Drandom%3Abefore%7Bcontent%3A%22%5Ce110%22%7D%2Eglyphicon%2Dcomment%3Abefore%7Bcontent%3A%22%5Ce111%22%7D%2Eglyphicon%2Dmagnet%3Abefore%7Bcontent%3A%22%5Ce112%22%7D%2Eglyphicon%2Dchevron%2Dup%3Abefore%7Bcontent%3A%22%5Ce113%22%7D%2Eglyphicon%2Dchevron%2Ddown%3Abefore%7Bcontent%3A%22%5Ce114%22%7D%2Eglyphicon%2Dretweet%3Abefore%7Bcontent%3A%22%5Ce115%22%7D%2Eglyphicon%2Dshopping%2Dcart%3Abefore%7Bcontent%3A%22%5Ce116%22%7D%2Eglyphicon%2Dfolder%2Dclose%3Abefore%7Bcontent%3A%22%5Ce117%22%7D%2Eglyphicon%2Dfolder%2Dopen%3Abefore%7Bcontent%3A%22%5Ce118%22%7D%2Eglyphicon%2Dresize%2Dvertical%3Abefore%7Bcontent%3A%22%5Ce119%22%7D%2Eglyphicon%2Dresize%2Dhorizontal%3Abefore%7Bcontent%3A%22%5Ce120%22%7D%2Eglyphicon%2Dhdd%3Abefore%7Bcontent%3A%22%5Ce121%22%7D%2Eglyphicon%2Dbullhorn%3Abefore%7Bcontent%3A%22%5Ce122%22%7D%2Eglyphicon%2Dbell%3Abefore%7Bcontent%3A%22%5Ce123%22%7D%2Eglyphicon%2Dcertificate%3Abefore%7Bcontent%3A%22%5Ce124%22%7D%2Eglyphicon%2Dthumbs%2Dup%3Abefore%7Bcontent%3A%22%5Ce125%22%7D%2Eglyphicon%2Dthumbs%2Ddown%3Abefore%7Bcontent%3A%22%5Ce126%22%7D%2Eglyphicon%2Dhand%2Dright%3Abefore%7Bcontent%3A%22%5Ce127%22%7D%2Eglyphicon%2Dhand%2Dleft%3Abefore%7Bcontent%3A%22%5Ce128%22%7D%2Eglyphicon%2Dhand%2Dup%3Abefore%7Bcontent%3A%22%5Ce129%22%7D%2Eglyphicon%2Dhand%2Ddown%3Abefore%7Bcontent%3A%22%5Ce130%22%7D%2Eglyphicon%2Dcircle%2Darrow%2Dright%3Abefore%7Bcontent%3A%22%5Ce131%22%7D%2Eglyphicon%2Dcircle%2Darrow%2Dleft%3Abefore%7Bcontent%3A%22%5Ce132%22%7D%2Eglyphicon%2Dcircle%2Darrow%2Dup%3Abefore%7Bcontent%3A%22%5Ce133%22%7D%2Eglyphicon%2Dcircle%2Darrow%2Ddown%3Abefore%7Bcontent%3A%22%5Ce134%22%7D%2Eglyphicon%2Dglobe%3Abefore%7Bcontent%3A%22%5Ce135%22%7D%2Eglyphicon%2Dwrench%3Abefore%7Bcontent%3A%22%5Ce136%22%7D%2Eglyphicon%2Dtasks%3Abefore%7Bcontent%3A%22%5Ce137%22%7D%2Eglyphicon%2Dfilter%3Abefore%7Bcontent%3A%22%5Ce138%22%7D%2Eglyphicon%2Dbriefcase%3Abefore%7Bcontent%3A%22%5Ce139%22%7D%2Eglyphicon%2Dfullscreen%3Abefore%7Bcontent%3A%22%5Ce140%22%7D%2Eglyphicon%2Ddashboard%3Abefore%7Bcontent%3A%22%5Ce141%22%7D%2Eglyphicon%2Dpaperclip%3Abefore%7Bcontent%3A%22%5Ce142%22%7D%2Eglyphicon%2Dheart%2Dempty%3Abefore%7Bcontent%3A%22%5Ce143%22%7D%2Eglyphicon%2Dlink%3Abefore%7Bcontent%3A%22%5Ce144%22%7D%2Eglyphicon%2Dphone%3Abefore%7Bcontent%3A%22%5Ce145%22%7D%2Eglyphicon%2Dpushpin%3Abefore%7Bcontent%3A%22%5Ce146%22%7D%2Eglyphicon%2Dusd%3Abefore%7Bcontent%3A%22%5Ce148%22%7D%2Eglyphicon%2Dgbp%3Abefore%7Bcontent%3A%22%5Ce149%22%7D%2Eglyphicon%2Dsort%3Abefore%7Bcontent%3A%22%5Ce150%22%7D%2Eglyphicon%2Dsort%2Dby%2Dalphabet%3Abefore%7Bcontent%3A%22%5Ce151%22%7D%2Eglyphicon%2Dsort%2Dby%2Dalphabet%2Dalt%3Abefore%7Bcontent%3A%22%5Ce152%22%7D%2Eglyphicon%2Dsort%2Dby%2Dorder%3Abefore%7Bcontent%3A%22%5Ce153%22%7D%2Eglyphicon%2Dsort%2Dby%2Dorder%2Dalt%3Abefore%7Bcontent%3A%22%5Ce154%22%7D%2Eglyphicon%2Dsort%2Dby%2Dattributes%3Abefore%7Bcontent%3A%22%5Ce155%22%7D%2Eglyphicon%2Dsort%2Dby%2Dattributes%2Dalt%3Abefore%7Bcontent%3A%22%5Ce156%22%7D%2Eglyphicon%2Dunchecked%3Abefore%7Bcontent%3A%22%5Ce157%22%7D%2Eglyphicon%2Dexpand%3Abefore%7Bcontent%3A%22%5Ce158%22%7D%2Eglyphicon%2Dcollapse%2Ddown%3Abefore%7Bcontent%3A%22%5Ce159%22%7D%2Eglyphicon%2Dcollapse%2Dup%3Abefore%7Bcontent%3A%22%5Ce160%22%7D%2Eglyphicon%2Dlog%2Din%3Abefore%7Bcontent%3A%22%5Ce161%22%7D%2Eglyphicon%2Dflash%3Abefore%7Bcontent%3A%22%5Ce162%22%7D%2Eglyphicon%2Dlog%2Dout%3Abefore%7Bcontent%3A%22%5Ce163%22%7D%2Eglyphicon%2Dnew%2Dwindow%3Abefore%7Bcontent%3A%22%5Ce164%22%7D%2Eglyphicon%2Drecord%3Abefore%7Bcontent%3A%22%5Ce165%22%7D%2Eglyphicon%2Dsave%3Abefore%7Bcontent%3A%22%5Ce166%22%7D%2Eglyphicon%2Dopen%3Abefore%7Bcontent%3A%22%5Ce167%22%7D%2Eglyphicon%2Dsaved%3Abefore%7Bcontent%3A%22%5Ce168%22%7D%2Eglyphicon%2Dimport%3Abefore%7Bcontent%3A%22%5Ce169%22%7D%2Eglyphicon%2Dexport%3Abefore%7Bcontent%3A%22%5Ce170%22%7D%2Eglyphicon%2Dsend%3Abefore%7Bcontent%3A%22%5Ce171%22%7D%2Eglyphicon%2Dfloppy%2Ddisk%3Abefore%7Bcontent%3A%22%5Ce172%22%7D%2Eglyphicon%2Dfloppy%2Dsaved%3Abefore%7Bcontent%3A%22%5Ce173%22%7D%2Eglyphicon%2Dfloppy%2Dremove%3Abefore%7Bcontent%3A%22%5Ce174%22%7D%2Eglyphicon%2Dfloppy%2Dsave%3Abefore%7Bcontent%3A%22%5Ce175%22%7D%2Eglyphicon%2Dfloppy%2Dopen%3Abefore%7Bcontent%3A%22%5Ce176%22%7D%2Eglyphicon%2Dcredit%2Dcard%3Abefore%7Bcontent%3A%22%5Ce177%22%7D%2Eglyphicon%2Dtransfer%3Abefore%7Bcontent%3A%22%5Ce178%22%7D%2Eglyphicon%2Dcutlery%3Abefore%7Bcontent%3A%22%5Ce179%22%7D%2Eglyphicon%2Dheader%3Abefore%7Bcontent%3A%22%5Ce180%22%7D%2Eglyphicon%2Dcompressed%3Abefore%7Bcontent%3A%22%5Ce181%22%7D%2Eglyphicon%2Dearphone%3Abefore%7Bcontent%3A%22%5Ce182%22%7D%2Eglyphicon%2Dphone%2Dalt%3Abefore%7Bcontent%3A%22%5Ce183%22%7D%2Eglyphicon%2Dtower%3Abefore%7Bcontent%3A%22%5Ce184%22%7D%2Eglyphicon%2Dstats%3Abefore%7Bcontent%3A%22%5Ce185%22%7D%2Eglyphicon%2Dsd%2Dvideo%3Abefore%7Bcontent%3A%22%5Ce186%22%7D%2Eglyphicon%2Dhd%2Dvideo%3Abefore%7Bcontent%3A%22%5Ce187%22%7D%2Eglyphicon%2Dsubtitles%3Abefore%7Bcontent%3A%22%5Ce188%22%7D%2Eglyphicon%2Dsound%2Dstereo%3Abefore%7Bcontent%3A%22%5Ce189%22%7D%2Eglyphicon%2Dsound%2Ddolby%3Abefore%7Bcontent%3A%22%5Ce190%22%7D%2Eglyphicon%2Dsound%2D5%2D1%3Abefore%7Bcontent%3A%22%5Ce191%22%7D%2Eglyphicon%2Dsound%2D6%2D1%3Abefore%7Bcontent%3A%22%5Ce192%22%7D%2Eglyphicon%2Dsound%2D7%2D1%3Abefore%7Bcontent%3A%22%5Ce193%22%7D%2Eglyphicon%2Dcopyright%2Dmark%3Abefore%7Bcontent%3A%22%5Ce194%22%7D%2Eglyphicon%2Dregistration%2Dmark%3Abefore%7Bcontent%3A%22%5Ce195%22%7D%2Eglyphicon%2Dcloud%2Ddownload%3Abefore%7Bcontent%3A%22%5Ce197%22%7D%2Eglyphicon%2Dcloud%2Dupload%3Abefore%7Bcontent%3A%22%5Ce198%22%7D%2Eglyphicon%2Dtree%2Dconifer%3Abefore%7Bcontent%3A%22%5Ce199%22%7D%2Eglyphicon%2Dtree%2Ddeciduous%3Abefore%7Bcontent%3A%22%5Ce200%22%7D%2Eglyphicon%2Dcd%3Abefore%7Bcontent%3A%22%5Ce201%22%7D%2Eglyphicon%2Dsave%2Dfile%3Abefore%7Bcontent%3A%22%5Ce202%22%7D%2Eglyphicon%2Dopen%2Dfile%3Abefore%7Bcontent%3A%22%5Ce203%22%7D%2Eglyphicon%2Dlevel%2Dup%3Abefore%7Bcontent%3A%22%5Ce204%22%7D%2Eglyphicon%2Dcopy%3Abefore%7Bcontent%3A%22%5Ce205%22%7D%2Eglyphicon%2Dpaste%3Abefore%7Bcontent%3A%22%5Ce206%22%7D%2Eglyphicon%2Dalert%3Abefore%7Bcontent%3A%22%5Ce209%22%7D%2Eglyphicon%2Dequalizer%3Abefore%7Bcontent%3A%22%5Ce210%22%7D%2Eglyphicon%2Dking%3Abefore%7Bcontent%3A%22%5Ce211%22%7D%2Eglyphicon%2Dqueen%3Abefore%7Bcontent%3A%22%5Ce212%22%7D%2Eglyphicon%2Dpawn%3Abefore%7Bcontent%3A%22%5Ce213%22%7D%2Eglyphicon%2Dbishop%3Abefore%7Bcontent%3A%22%5Ce214%22%7D%2Eglyphicon%2Dknight%3Abefore%7Bcontent%3A%22%5Ce215%22%7D%2Eglyphicon%2Dbaby%2Dformula%3Abefore%7Bcontent%3A%22%5Ce216%22%7D%2Eglyphicon%2Dtent%3Abefore%7Bcontent%3A%22%5C26fa%22%7D%2Eglyphicon%2Dblackboard%3Abefore%7Bcontent%3A%22%5Ce218%22%7D%2Eglyphicon%2Dbed%3Abefore%7Bcontent%3A%22%5Ce219%22%7D%2Eglyphicon%2Dapple%3Abefore%7Bcontent%3A%22%5Cf8ff%22%7D%2Eglyphicon%2Derase%3Abefore%7Bcontent%3A%22%5Ce221%22%7D%2Eglyphicon%2Dhourglass%3Abefore%7Bcontent%3A%22%5C231b%22%7D%2Eglyphicon%2Dlamp%3Abefore%7Bcontent%3A%22%5Ce223%22%7D%2Eglyphicon%2Dduplicate%3Abefore%7Bcontent%3A%22%5Ce224%22%7D%2Eglyphicon%2Dpiggy%2Dbank%3Abefore%7Bcontent%3A%22%5Ce225%22%7D%2Eglyphicon%2Dscissors%3Abefore%7Bcontent%3A%22%5Ce226%22%7D%2Eglyphicon%2Dbitcoin%3Abefore%7Bcontent%3A%22%5Ce227%22%7D%2Eglyphicon%2Dbtc%3Abefore%7Bcontent%3A%22%5Ce227%22%7D%2Eglyphicon%2Dxbt%3Abefore%7Bcontent%3A%22%5Ce227%22%7D%2Eglyphicon%2Dyen%3Abefore%7Bcontent%3A%22%5C00a5%22%7D%2Eglyphicon%2Djpy%3Abefore%7Bcontent%3A%22%5C00a5%22%7D%2Eglyphicon%2Druble%3Abefore%7Bcontent%3A%22%5C20bd%22%7D%2Eglyphicon%2Drub%3Abefore%7Bcontent%3A%22%5C20bd%22%7D%2Eglyphicon%2Dscale%3Abefore%7Bcontent%3A%22%5Ce230%22%7D%2Eglyphicon%2Dice%2Dlolly%3Abefore%7Bcontent%3A%22%5Ce231%22%7D%2Eglyphicon%2Dice%2Dlolly%2Dtasted%3Abefore%7Bcontent%3A%22%5Ce232%22%7D%2Eglyphicon%2Deducation%3Abefore%7Bcontent%3A%22%5Ce233%22%7D%2Eglyphicon%2Doption%2Dhorizontal%3Abefore%7Bcontent%3A%22%5Ce234%22%7D%2Eglyphicon%2Doption%2Dvertical%3Abefore%7Bcontent%3A%22%5Ce235%22%7D%2Eglyphicon%2Dmenu%2Dhamburger%3Abefore%7Bcontent%3A%22%5Ce236%22%7D%2Eglyphicon%2Dmodal%2Dwindow%3Abefore%7Bcontent%3A%22%5Ce237%22%7D%2Eglyphicon%2Doil%3Abefore%7Bcontent%3A%22%5Ce238%22%7D%2Eglyphicon%2Dgrain%3Abefore%7Bcontent%3A%22%5Ce239%22%7D%2Eglyphicon%2Dsunglasses%3Abefore%7Bcontent%3A%22%5Ce240%22%7D%2Eglyphicon%2Dtext%2Dsize%3Abefore%7Bcontent%3A%22%5Ce241%22%7D%2Eglyphicon%2Dtext%2Dcolor%3Abefore%7Bcontent%3A%22%5Ce242%22%7D%2Eglyphicon%2Dtext%2Dbackground%3Abefore%7Bcontent%3A%22%5Ce243%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dtop%3Abefore%7Bcontent%3A%22%5Ce244%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dbottom%3Abefore%7Bcontent%3A%22%5Ce245%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dhorizontal%3Abefore%7Bcontent%3A%22%5Ce246%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dleft%3Abefore%7Bcontent%3A%22%5Ce247%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dvertical%3Abefore%7Bcontent%3A%22%5Ce248%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dright%3Abefore%7Bcontent%3A%22%5Ce249%22%7D%2Eglyphicon%2Dtriangle%2Dright%3Abefore%7Bcontent%3A%22%5Ce250%22%7D%2Eglyphicon%2Dtriangle%2Dleft%3Abefore%7Bcontent%3A%22%5Ce251%22%7D%2Eglyphicon%2Dtriangle%2Dbottom%3Abefore%7Bcontent%3A%22%5Ce252%22%7D%2Eglyphicon%2Dtriangle%2Dtop%3Abefore%7Bcontent%3A%22%5Ce253%22%7D%2Eglyphicon%2Dconsole%3Abefore%7Bcontent%3A%22%5Ce254%22%7D%2Eglyphicon%2Dsuperscript%3Abefore%7Bcontent%3A%22%5Ce255%22%7D%2Eglyphicon%2Dsubscript%3Abefore%7Bcontent%3A%22%5Ce256%22%7D%2Eglyphicon%2Dmenu%2Dleft%3Abefore%7Bcontent%3A%22%5Ce257%22%7D%2Eglyphicon%2Dmenu%2Dright%3Abefore%7Bcontent%3A%22%5Ce258%22%7D%2Eglyphicon%2Dmenu%2Ddown%3Abefore%7Bcontent%3A%22%5Ce259%22%7D%2Eglyphicon%2Dmenu%2Dup%3Abefore%7Bcontent%3A%22%5Ce260%22%7D%2A%7B%2Dwebkit%2Dbox%2Dsizing%3Aborder%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Aborder%2Dbox%3Bbox%2Dsizing%3Aborder%2Dbox%7D%3Aafter%2C%3Abefore%7B%2Dwebkit%2Dbox%2Dsizing%3Aborder%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Aborder%2Dbox%3Bbox%2Dsizing%3Aborder%2Dbox%7Dhtml%7Bfont%2Dsize%3A10px%3B%2Dwebkit%2Dtap%2Dhighlight%2Dcolor%3Argba%280%2C0%2C0%2C0%29%7Dbody%7Bfont%2Dfamily%3A%22Helvetica%20Neue%22%2CHelvetica%2CArial%2Csans%2Dserif%3Bfont%2Dsize%3A14px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23fff%7Dbutton%2Cinput%2Cselect%2Ctextarea%7Bfont%2Dfamily%3Ainherit%3Bfont%2Dsize%3Ainherit%3Bline%2Dheight%3Ainherit%7Da%7Bcolor%3A%23337ab7%3Btext%2Ddecoration%3Anone%7Da%3Afocus%2Ca%3Ahover%7Bcolor%3A%2323527c%3Btext%2Ddecoration%3Aunderline%7Da%3Afocus%7Boutline%3Athin%20dotted%3Boutline%3A5px%20auto%20%2Dwebkit%2Dfocus%2Dring%2Dcolor%3Boutline%2Doffset%3A%2D2px%7Dfigure%7Bmargin%3A0%7Dimg%7Bvertical%2Dalign%3Amiddle%7D%2Ecarousel%2Dinner%3E%2Eitem%3Ea%3Eimg%2C%2Ecarousel%2Dinner%3E%2Eitem%3Eimg%2C%2Eimg%2Dresponsive%2C%2Ethumbnail%20a%3Eimg%2C%2Ethumbnail%3Eimg%7Bdisplay%3Ablock%3Bmax%2Dwidth%3A100%25%3Bheight%3Aauto%7D%2Eimg%2Drounded%7Bborder%2Dradius%3A6px%7D%2Eimg%2Dthumbnail%7Bdisplay%3Ainline%2Dblock%3Bmax%2Dwidth%3A100%25%3Bheight%3Aauto%3Bpadding%3A4px%3Bline%2Dheight%3A1%2E42857143%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dtransition%3Aall%20%2E2s%20ease%2Din%2Dout%3B%2Do%2Dtransition%3Aall%20%2E2s%20ease%2Din%2Dout%3Btransition%3Aall%20%2E2s%20ease%2Din%2Dout%7D%2Eimg%2Dcircle%7Bborder%2Dradius%3A50%25%7Dhr%7Bmargin%2Dtop%3A20px%3Bmargin%2Dbottom%3A20px%3Bborder%3A0%3Bborder%2Dtop%3A1px%20solid%20%23eee%7D%2Esr%2Donly%7Bposition%3Aabsolute%3Bwidth%3A1px%3Bheight%3A1px%3Bpadding%3A0%3Bmargin%3A%2D1px%3Boverflow%3Ahidden%3Bclip%3Arect%280%2C0%2C0%2C0%29%3Bborder%3A0%7D%2Esr%2Donly%2Dfocusable%3Aactive%2C%2Esr%2Donly%2Dfocusable%3Afocus%7Bposition%3Astatic%3Bwidth%3Aauto%3Bheight%3Aauto%3Bmargin%3A0%3Boverflow%3Avisible%3Bclip%3Aauto%7D%5Brole%3Dbutton%5D%7Bcursor%3Apointer%7D%2Eh1%2C%2Eh2%2C%2Eh3%2C%2Eh4%2C%2Eh5%2C%2Eh6%2Ch1%2Ch2%2Ch3%2Ch4%2Ch5%2Ch6%7Bfont%2Dfamily%3Ainherit%3Bfont%2Dweight%3A500%3Bline%2Dheight%3A1%2E1%3Bcolor%3Ainherit%7D%2Eh1%20%2Esmall%2C%2Eh1%20small%2C%2Eh2%20%2Esmall%2C%2Eh2%20small%2C%2Eh3%20%2Esmall%2C%2Eh3%20small%2C%2Eh4%20%2Esmall%2C%2Eh4%20small%2C%2Eh5%20%2Esmall%2C%2Eh5%20small%2C%2Eh6%20%2Esmall%2C%2Eh6%20small%2Ch1%20%2Esmall%2Ch1%20small%2Ch2%20%2Esmall%2Ch2%20small%2Ch3%20%2Esmall%2Ch3%20small%2Ch4%20%2Esmall%2Ch4%20small%2Ch5%20%2Esmall%2Ch5%20small%2Ch6%20%2Esmall%2Ch6%20small%7Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%3Bcolor%3A%23777%7D%2Eh1%2C%2Eh2%2C%2Eh3%2Ch1%2Ch2%2Ch3%7Bmargin%2Dtop%3A20px%3Bmargin%2Dbottom%3A10px%7D%2Eh1%20%2Esmall%2C%2Eh1%20small%2C%2Eh2%20%2Esmall%2C%2Eh2%20small%2C%2Eh3%20%2Esmall%2C%2Eh3%20small%2Ch1%20%2Esmall%2Ch1%20small%2Ch2%20%2Esmall%2Ch2%20small%2Ch3%20%2Esmall%2Ch3%20small%7Bfont%2Dsize%3A65%25%7D%2Eh4%2C%2Eh5%2C%2Eh6%2Ch4%2Ch5%2Ch6%7Bmargin%2Dtop%3A10px%3Bmargin%2Dbottom%3A10px%7D%2Eh4%20%2Esmall%2C%2Eh4%20small%2C%2Eh5%20%2Esmall%2C%2Eh5%20small%2C%2Eh6%20%2Esmall%2C%2Eh6%20small%2Ch4%20%2Esmall%2Ch4%20small%2Ch5%20%2Esmall%2Ch5%20small%2Ch6%20%2Esmall%2Ch6%20small%7Bfont%2Dsize%3A75%25%7D%2Eh1%2Ch1%7Bfont%2Dsize%3A36px%7D%2Eh2%2Ch2%7Bfont%2Dsize%3A30px%7D%2Eh3%2Ch3%7Bfont%2Dsize%3A24px%7D%2Eh4%2Ch4%7Bfont%2Dsize%3A18px%7D%2Eh5%2Ch5%7Bfont%2Dsize%3A14px%7D%2Eh6%2Ch6%7Bfont%2Dsize%3A12px%7Dp%7Bmargin%3A0%200%2010px%7D%2Elead%7Bmargin%2Dbottom%3A20px%3Bfont%2Dsize%3A16px%3Bfont%2Dweight%3A300%3Bline%2Dheight%3A1%2E4%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Elead%7Bfont%2Dsize%3A21px%7D%7D%2Esmall%2Csmall%7Bfont%2Dsize%3A85%25%7D%2Emark%2Cmark%7Bpadding%3A%2E2em%3Bbackground%2Dcolor%3A%23fcf8e3%7D%2Etext%2Dleft%7Btext%2Dalign%3Aleft%7D%2Etext%2Dright%7Btext%2Dalign%3Aright%7D%2Etext%2Dcenter%7Btext%2Dalign%3Acenter%7D%2Etext%2Djustify%7Btext%2Dalign%3Ajustify%7D%2Etext%2Dnowrap%7Bwhite%2Dspace%3Anowrap%7D%2Etext%2Dlowercase%7Btext%2Dtransform%3Alowercase%7D%2Etext%2Duppercase%7Btext%2Dtransform%3Auppercase%7D%2Etext%2Dcapitalize%7Btext%2Dtransform%3Acapitalize%7D%2Etext%2Dmuted%7Bcolor%3A%23777%7D%2Etext%2Dprimary%7Bcolor%3A%23337ab7%7Da%2Etext%2Dprimary%3Afocus%2Ca%2Etext%2Dprimary%3Ahover%7Bcolor%3A%23286090%7D%2Etext%2Dsuccess%7Bcolor%3A%233c763d%7Da%2Etext%2Dsuccess%3Afocus%2Ca%2Etext%2Dsuccess%3Ahover%7Bcolor%3A%232b542c%7D%2Etext%2Dinfo%7Bcolor%3A%2331708f%7Da%2Etext%2Dinfo%3Afocus%2Ca%2Etext%2Dinfo%3Ahover%7Bcolor%3A%23245269%7D%2Etext%2Dwarning%7Bcolor%3A%238a6d3b%7Da%2Etext%2Dwarning%3Afocus%2Ca%2Etext%2Dwarning%3Ahover%7Bcolor%3A%2366512c%7D%2Etext%2Ddanger%7Bcolor%3A%23a94442%7Da%2Etext%2Ddanger%3Afocus%2Ca%2Etext%2Ddanger%3Ahover%7Bcolor%3A%23843534%7D%2Ebg%2Dprimary%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23337ab7%7Da%2Ebg%2Dprimary%3Afocus%2Ca%2Ebg%2Dprimary%3Ahover%7Bbackground%2Dcolor%3A%23286090%7D%2Ebg%2Dsuccess%7Bbackground%2Dcolor%3A%23dff0d8%7Da%2Ebg%2Dsuccess%3Afocus%2Ca%2Ebg%2Dsuccess%3Ahover%7Bbackground%2Dcolor%3A%23c1e2b3%7D%2Ebg%2Dinfo%7Bbackground%2Dcolor%3A%23d9edf7%7Da%2Ebg%2Dinfo%3Afocus%2Ca%2Ebg%2Dinfo%3Ahover%7Bbackground%2Dcolor%3A%23afd9ee%7D%2Ebg%2Dwarning%7Bbackground%2Dcolor%3A%23fcf8e3%7Da%2Ebg%2Dwarning%3Afocus%2Ca%2Ebg%2Dwarning%3Ahover%7Bbackground%2Dcolor%3A%23f7ecb5%7D%2Ebg%2Ddanger%7Bbackground%2Dcolor%3A%23f2dede%7Da%2Ebg%2Ddanger%3Afocus%2Ca%2Ebg%2Ddanger%3Ahover%7Bbackground%2Dcolor%3A%23e4b9b9%7D%2Epage%2Dheader%7Bpadding%2Dbottom%3A9px%3Bmargin%3A40px%200%2020px%3Bborder%2Dbottom%3A1px%20solid%20%23eee%7Dol%2Cul%7Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A10px%7Dol%20ol%2Col%20ul%2Cul%20ol%2Cul%20ul%7Bmargin%2Dbottom%3A0%7D%2Elist%2Dunstyled%7Bpadding%2Dleft%3A0%3Blist%2Dstyle%3Anone%7D%2Elist%2Dinline%7Bpadding%2Dleft%3A0%3Bmargin%2Dleft%3A%2D5px%3Blist%2Dstyle%3Anone%7D%2Elist%2Dinline%3Eli%7Bdisplay%3Ainline%2Dblock%3Bpadding%2Dright%3A5px%3Bpadding%2Dleft%3A5px%7Ddl%7Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A20px%7Ddd%2Cdt%7Bline%2Dheight%3A1%2E42857143%7Ddt%7Bfont%2Dweight%3A700%7Ddd%7Bmargin%2Dleft%3A0%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Edl%2Dhorizontal%20dt%7Bfloat%3Aleft%3Bwidth%3A160px%3Boverflow%3Ahidden%3Bclear%3Aleft%3Btext%2Dalign%3Aright%3Btext%2Doverflow%3Aellipsis%3Bwhite%2Dspace%3Anowrap%7D%2Edl%2Dhorizontal%20dd%7Bmargin%2Dleft%3A180px%7D%7Dabbr%5Bdata%2Doriginal%2Dtitle%5D%2Cabbr%5Btitle%5D%7Bcursor%3Ahelp%3Bborder%2Dbottom%3A1px%20dotted%20%23777%7D%2Einitialism%7Bfont%2Dsize%3A90%25%3Btext%2Dtransform%3Auppercase%7Dblockquote%7Bpadding%3A10px%2020px%3Bmargin%3A0%200%2020px%3Bfont%2Dsize%3A17%2E5px%3Bborder%2Dleft%3A5px%20solid%20%23eee%7Dblockquote%20ol%3Alast%2Dchild%2Cblockquote%20p%3Alast%2Dchild%2Cblockquote%20ul%3Alast%2Dchild%7Bmargin%2Dbottom%3A0%7Dblockquote%20%2Esmall%2Cblockquote%20footer%2Cblockquote%20small%7Bdisplay%3Ablock%3Bfont%2Dsize%3A80%25%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23777%7Dblockquote%20%2Esmall%3Abefore%2Cblockquote%20footer%3Abefore%2Cblockquote%20small%3Abefore%7Bcontent%3A%27%5C2014%20%5C00A0%27%7D%2Eblockquote%2Dreverse%2Cblockquote%2Epull%2Dright%7Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A0%3Btext%2Dalign%3Aright%3Bborder%2Dright%3A5px%20solid%20%23eee%3Bborder%2Dleft%3A0%7D%2Eblockquote%2Dreverse%20%2Esmall%3Abefore%2C%2Eblockquote%2Dreverse%20footer%3Abefore%2C%2Eblockquote%2Dreverse%20small%3Abefore%2Cblockquote%2Epull%2Dright%20%2Esmall%3Abefore%2Cblockquote%2Epull%2Dright%20footer%3Abefore%2Cblockquote%2Epull%2Dright%20small%3Abefore%7Bcontent%3A%27%27%7D%2Eblockquote%2Dreverse%20%2Esmall%3Aafter%2C%2Eblockquote%2Dreverse%20footer%3Aafter%2C%2Eblockquote%2Dreverse%20small%3Aafter%2Cblockquote%2Epull%2Dright%20%2Esmall%3Aafter%2Cblockquote%2Epull%2Dright%20footer%3Aafter%2Cblockquote%2Epull%2Dright%20small%3Aafter%7Bcontent%3A%27%5C00A0%20%5C2014%27%7Daddress%7Bmargin%2Dbottom%3A20px%3Bfont%2Dstyle%3Anormal%3Bline%2Dheight%3A1%2E42857143%7Dcode%2Ckbd%2Cpre%2Csamp%7Bfont%2Dfamily%3Amonospace%7Dcode%7Bpadding%3A2px%204px%3Bfont%2Dsize%3A90%25%3Bcolor%3A%23c7254e%3Bbackground%2Dcolor%3A%23f9f2f4%3Bborder%2Dradius%3A4px%7Dkbd%7Bpadding%3A2px%204px%3Bfont%2Dsize%3A90%25%3Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23333%3Bborder%2Dradius%3A3px%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%20%2D1px%200%20rgba%280%2C0%2C0%2C%2E25%29%3Bbox%2Dshadow%3Ainset%200%20%2D1px%200%20rgba%280%2C0%2C0%2C%2E25%29%7Dkbd%20kbd%7Bpadding%3A0%3Bfont%2Dsize%3A100%25%3Bfont%2Dweight%3A700%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7Dpre%7Bdisplay%3Ablock%3Bpadding%3A9%2E5px%3Bmargin%3A0%200%2010px%3Bfont%2Dsize%3A13px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23333%3Bword%2Dbreak%3Abreak%2Dall%3Bword%2Dwrap%3Abreak%2Dword%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%3A1px%20solid%20%23ccc%3Bborder%2Dradius%3A4px%7Dpre%20code%7Bpadding%3A0%3Bfont%2Dsize%3Ainherit%3Bcolor%3Ainherit%3Bwhite%2Dspace%3Apre%2Dwrap%3Bbackground%2Dcolor%3Atransparent%3Bborder%2Dradius%3A0%7D%2Epre%2Dscrollable%7Bmax%2Dheight%3A340px%3Boverflow%2Dy%3Ascroll%7D%2Econtainer%7Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A15px%3Bmargin%2Dright%3Aauto%3Bmargin%2Dleft%3Aauto%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Econtainer%7Bwidth%3A750px%7D%7D%40media%20%28min%2Dwidth%3A992px%29%7B%2Econtainer%7Bwidth%3A970px%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Econtainer%7Bwidth%3A1170px%7D%7D%2Econtainer%2Dfluid%7Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A15px%3Bmargin%2Dright%3Aauto%3Bmargin%2Dleft%3Aauto%7D%2Erow%7Bmargin%2Dright%3A%2D15px%3Bmargin%2Dleft%3A%2D15px%7D%2Ecol%2Dlg%2D1%2C%2Ecol%2Dlg%2D10%2C%2Ecol%2Dlg%2D11%2C%2Ecol%2Dlg%2D12%2C%2Ecol%2Dlg%2D2%2C%2Ecol%2Dlg%2D3%2C%2Ecol%2Dlg%2D4%2C%2Ecol%2Dlg%2D5%2C%2Ecol%2Dlg%2D6%2C%2Ecol%2Dlg%2D7%2C%2Ecol%2Dlg%2D8%2C%2Ecol%2Dlg%2D9%2C%2Ecol%2Dmd%2D1%2C%2Ecol%2Dmd%2D10%2C%2Ecol%2Dmd%2D11%2C%2Ecol%2Dmd%2D12%2C%2Ecol%2Dmd%2D2%2C%2Ecol%2Dmd%2D3%2C%2Ecol%2Dmd%2D4%2C%2Ecol%2Dmd%2D5%2C%2Ecol%2Dmd%2D6%2C%2Ecol%2Dmd%2D7%2C%2Ecol%2Dmd%2D8%2C%2Ecol%2Dmd%2D9%2C%2Ecol%2Dsm%2D1%2C%2Ecol%2Dsm%2D10%2C%2Ecol%2Dsm%2D11%2C%2Ecol%2Dsm%2D12%2C%2Ecol%2Dsm%2D2%2C%2Ecol%2Dsm%2D3%2C%2Ecol%2Dsm%2D4%2C%2Ecol%2Dsm%2D5%2C%2Ecol%2Dsm%2D6%2C%2Ecol%2Dsm%2D7%2C%2Ecol%2Dsm%2D8%2C%2Ecol%2Dsm%2D9%2C%2Ecol%2Dxs%2D1%2C%2Ecol%2Dxs%2D10%2C%2Ecol%2Dxs%2D11%2C%2Ecol%2Dxs%2D12%2C%2Ecol%2Dxs%2D2%2C%2Ecol%2Dxs%2D3%2C%2Ecol%2Dxs%2D4%2C%2Ecol%2Dxs%2D5%2C%2Ecol%2Dxs%2D6%2C%2Ecol%2Dxs%2D7%2C%2Ecol%2Dxs%2D8%2C%2Ecol%2Dxs%2D9%7Bposition%3Arelative%3Bmin%2Dheight%3A1px%3Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A15px%7D%2Ecol%2Dxs%2D1%2C%2Ecol%2Dxs%2D10%2C%2Ecol%2Dxs%2D11%2C%2Ecol%2Dxs%2D12%2C%2Ecol%2Dxs%2D2%2C%2Ecol%2Dxs%2D3%2C%2Ecol%2Dxs%2D4%2C%2Ecol%2Dxs%2D5%2C%2Ecol%2Dxs%2D6%2C%2Ecol%2Dxs%2D7%2C%2Ecol%2Dxs%2D8%2C%2Ecol%2Dxs%2D9%7Bfloat%3Aleft%7D%2Ecol%2Dxs%2D12%7Bwidth%3A100%25%7D%2Ecol%2Dxs%2D11%7Bwidth%3A91%2E66666667%25%7D%2Ecol%2Dxs%2D10%7Bwidth%3A83%2E33333333%25%7D%2Ecol%2Dxs%2D9%7Bwidth%3A75%25%7D%2Ecol%2Dxs%2D8%7Bwidth%3A66%2E66666667%25%7D%2Ecol%2Dxs%2D7%7Bwidth%3A58%2E33333333%25%7D%2Ecol%2Dxs%2D6%7Bwidth%3A50%25%7D%2Ecol%2Dxs%2D5%7Bwidth%3A41%2E66666667%25%7D%2Ecol%2Dxs%2D4%7Bwidth%3A33%2E33333333%25%7D%2Ecol%2Dxs%2D3%7Bwidth%3A25%25%7D%2Ecol%2Dxs%2D2%7Bwidth%3A16%2E66666667%25%7D%2Ecol%2Dxs%2D1%7Bwidth%3A8%2E33333333%25%7D%2Ecol%2Dxs%2Dpull%2D12%7Bright%3A100%25%7D%2Ecol%2Dxs%2Dpull%2D11%7Bright%3A91%2E66666667%25%7D%2Ecol%2Dxs%2Dpull%2D10%7Bright%3A83%2E33333333%25%7D%2Ecol%2Dxs%2Dpull%2D9%7Bright%3A75%25%7D%2Ecol%2Dxs%2Dpull%2D8%7Bright%3A66%2E66666667%25%7D%2Ecol%2Dxs%2Dpull%2D7%7Bright%3A58%2E33333333%25%7D%2Ecol%2Dxs%2Dpull%2D6%7Bright%3A50%25%7D%2Ecol%2Dxs%2Dpull%2D5%7Bright%3A41%2E66666667%25%7D%2Ecol%2Dxs%2Dpull%2D4%7Bright%3A33%2E33333333%25%7D%2Ecol%2Dxs%2Dpull%2D3%7Bright%3A25%25%7D%2Ecol%2Dxs%2Dpull%2D2%7Bright%3A16%2E66666667%25%7D%2Ecol%2Dxs%2Dpull%2D1%7Bright%3A8%2E33333333%25%7D%2Ecol%2Dxs%2Dpull%2D0%7Bright%3Aauto%7D%2Ecol%2Dxs%2Dpush%2D12%7Bleft%3A100%25%7D%2Ecol%2Dxs%2Dpush%2D11%7Bleft%3A91%2E66666667%25%7D%2Ecol%2Dxs%2Dpush%2D10%7Bleft%3A83%2E33333333%25%7D%2Ecol%2Dxs%2Dpush%2D9%7Bleft%3A75%25%7D%2Ecol%2Dxs%2Dpush%2D8%7Bleft%3A66%2E66666667%25%7D%2Ecol%2Dxs%2Dpush%2D7%7Bleft%3A58%2E33333333%25%7D%2Ecol%2Dxs%2Dpush%2D6%7Bleft%3A50%25%7D%2Ecol%2Dxs%2Dpush%2D5%7Bleft%3A41%2E66666667%25%7D%2Ecol%2Dxs%2Dpush%2D4%7Bleft%3A33%2E33333333%25%7D%2Ecol%2Dxs%2Dpush%2D3%7Bleft%3A25%25%7D%2Ecol%2Dxs%2Dpush%2D2%7Bleft%3A16%2E66666667%25%7D%2Ecol%2Dxs%2Dpush%2D1%7Bleft%3A8%2E33333333%25%7D%2Ecol%2Dxs%2Dpush%2D0%7Bleft%3Aauto%7D%2Ecol%2Dxs%2Doffset%2D12%7Bmargin%2Dleft%3A100%25%7D%2Ecol%2Dxs%2Doffset%2D11%7Bmargin%2Dleft%3A91%2E66666667%25%7D%2Ecol%2Dxs%2Doffset%2D10%7Bmargin%2Dleft%3A83%2E33333333%25%7D%2Ecol%2Dxs%2Doffset%2D9%7Bmargin%2Dleft%3A75%25%7D%2Ecol%2Dxs%2Doffset%2D8%7Bmargin%2Dleft%3A66%2E66666667%25%7D%2Ecol%2Dxs%2Doffset%2D7%7Bmargin%2Dleft%3A58%2E33333333%25%7D%2Ecol%2Dxs%2Doffset%2D6%7Bmargin%2Dleft%3A50%25%7D%2Ecol%2Dxs%2Doffset%2D5%7Bmargin%2Dleft%3A41%2E66666667%25%7D%2Ecol%2Dxs%2Doffset%2D4%7Bmargin%2Dleft%3A33%2E33333333%25%7D%2Ecol%2Dxs%2Doffset%2D3%7Bmargin%2Dleft%3A25%25%7D%2Ecol%2Dxs%2Doffset%2D2%7Bmargin%2Dleft%3A16%2E66666667%25%7D%2Ecol%2Dxs%2Doffset%2D1%7Bmargin%2Dleft%3A8%2E33333333%25%7D%2Ecol%2Dxs%2Doffset%2D0%7Bmargin%2Dleft%3A0%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Ecol%2Dsm%2D1%2C%2Ecol%2Dsm%2D10%2C%2Ecol%2Dsm%2D11%2C%2Ecol%2Dsm%2D12%2C%2Ecol%2Dsm%2D2%2C%2Ecol%2Dsm%2D3%2C%2Ecol%2Dsm%2D4%2C%2Ecol%2Dsm%2D5%2C%2Ecol%2Dsm%2D6%2C%2Ecol%2Dsm%2D7%2C%2Ecol%2Dsm%2D8%2C%2Ecol%2Dsm%2D9%7Bfloat%3Aleft%7D%2Ecol%2Dsm%2D12%7Bwidth%3A100%25%7D%2Ecol%2Dsm%2D11%7Bwidth%3A91%2E66666667%25%7D%2Ecol%2Dsm%2D10%7Bwidth%3A83%2E33333333%25%7D%2Ecol%2Dsm%2D9%7Bwidth%3A75%25%7D%2Ecol%2Dsm%2D8%7Bwidth%3A66%2E66666667%25%7D%2Ecol%2Dsm%2D7%7Bwidth%3A58%2E33333333%25%7D%2Ecol%2Dsm%2D6%7Bwidth%3A50%25%7D%2Ecol%2Dsm%2D5%7Bwidth%3A41%2E66666667%25%7D%2Ecol%2Dsm%2D4%7Bwidth%3A33%2E33333333%25%7D%2Ecol%2Dsm%2D3%7Bwidth%3A25%25%7D%2Ecol%2Dsm%2D2%7Bwidth%3A16%2E66666667%25%7D%2Ecol%2Dsm%2D1%7Bwidth%3A8%2E33333333%25%7D%2Ecol%2Dsm%2Dpull%2D12%7Bright%3A100%25%7D%2Ecol%2Dsm%2Dpull%2D11%7Bright%3A91%2E66666667%25%7D%2Ecol%2Dsm%2Dpull%2D10%7Bright%3A83%2E33333333%25%7D%2Ecol%2Dsm%2Dpull%2D9%7Bright%3A75%25%7D%2Ecol%2Dsm%2Dpull%2D8%7Bright%3A66%2E66666667%25%7D%2Ecol%2Dsm%2Dpull%2D7%7Bright%3A58%2E33333333%25%7D%2Ecol%2Dsm%2Dpull%2D6%7Bright%3A50%25%7D%2Ecol%2Dsm%2Dpull%2D5%7Bright%3A41%2E66666667%25%7D%2Ecol%2Dsm%2Dpull%2D4%7Bright%3A33%2E33333333%25%7D%2Ecol%2Dsm%2Dpull%2D3%7Bright%3A25%25%7D%2Ecol%2Dsm%2Dpull%2D2%7Bright%3A16%2E66666667%25%7D%2Ecol%2Dsm%2Dpull%2D1%7Bright%3A8%2E33333333%25%7D%2Ecol%2Dsm%2Dpull%2D0%7Bright%3Aauto%7D%2Ecol%2Dsm%2Dpush%2D12%7Bleft%3A100%25%7D%2Ecol%2Dsm%2Dpush%2D11%7Bleft%3A91%2E66666667%25%7D%2Ecol%2Dsm%2Dpush%2D10%7Bleft%3A83%2E33333333%25%7D%2Ecol%2Dsm%2Dpush%2D9%7Bleft%3A75%25%7D%2Ecol%2Dsm%2Dpush%2D8%7Bleft%3A66%2E66666667%25%7D%2Ecol%2Dsm%2Dpush%2D7%7Bleft%3A58%2E33333333%25%7D%2Ecol%2Dsm%2Dpush%2D6%7Bleft%3A50%25%7D%2Ecol%2Dsm%2Dpush%2D5%7Bleft%3A41%2E66666667%25%7D%2Ecol%2Dsm%2Dpush%2D4%7Bleft%3A33%2E33333333%25%7D%2Ecol%2Dsm%2Dpush%2D3%7Bleft%3A25%25%7D%2Ecol%2Dsm%2Dpush%2D2%7Bleft%3A16%2E66666667%25%7D%2Ecol%2Dsm%2Dpush%2D1%7Bleft%3A8%2E33333333%25%7D%2Ecol%2Dsm%2Dpush%2D0%7Bleft%3Aauto%7D%2Ecol%2Dsm%2Doffset%2D12%7Bmargin%2Dleft%3A100%25%7D%2Ecol%2Dsm%2Doffset%2D11%7Bmargin%2Dleft%3A91%2E66666667%25%7D%2Ecol%2Dsm%2Doffset%2D10%7Bmargin%2Dleft%3A83%2E33333333%25%7D%2Ecol%2Dsm%2Doffset%2D9%7Bmargin%2Dleft%3A75%25%7D%2Ecol%2Dsm%2Doffset%2D8%7Bmargin%2Dleft%3A66%2E66666667%25%7D%2Ecol%2Dsm%2Doffset%2D7%7Bmargin%2Dleft%3A58%2E33333333%25%7D%2Ecol%2Dsm%2Doffset%2D6%7Bmargin%2Dleft%3A50%25%7D%2Ecol%2Dsm%2Doffset%2D5%7Bmargin%2Dleft%3A41%2E66666667%25%7D%2Ecol%2Dsm%2Doffset%2D4%7Bmargin%2Dleft%3A33%2E33333333%25%7D%2Ecol%2Dsm%2Doffset%2D3%7Bmargin%2Dleft%3A25%25%7D%2Ecol%2Dsm%2Doffset%2D2%7Bmargin%2Dleft%3A16%2E66666667%25%7D%2Ecol%2Dsm%2Doffset%2D1%7Bmargin%2Dleft%3A8%2E33333333%25%7D%2Ecol%2Dsm%2Doffset%2D0%7Bmargin%2Dleft%3A0%7D%7D%40media%20%28min%2Dwidth%3A992px%29%7B%2Ecol%2Dmd%2D1%2C%2Ecol%2Dmd%2D10%2C%2Ecol%2Dmd%2D11%2C%2Ecol%2Dmd%2D12%2C%2Ecol%2Dmd%2D2%2C%2Ecol%2Dmd%2D3%2C%2Ecol%2Dmd%2D4%2C%2Ecol%2Dmd%2D5%2C%2Ecol%2Dmd%2D6%2C%2Ecol%2Dmd%2D7%2C%2Ecol%2Dmd%2D8%2C%2Ecol%2Dmd%2D9%7Bfloat%3Aleft%7D%2Ecol%2Dmd%2D12%7Bwidth%3A100%25%7D%2Ecol%2Dmd%2D11%7Bwidth%3A91%2E66666667%25%7D%2Ecol%2Dmd%2D10%7Bwidth%3A83%2E33333333%25%7D%2Ecol%2Dmd%2D9%7Bwidth%3A75%25%7D%2Ecol%2Dmd%2D8%7Bwidth%3A66%2E66666667%25%7D%2Ecol%2Dmd%2D7%7Bwidth%3A58%2E33333333%25%7D%2Ecol%2Dmd%2D6%7Bwidth%3A50%25%7D%2Ecol%2Dmd%2D5%7Bwidth%3A41%2E66666667%25%7D%2Ecol%2Dmd%2D4%7Bwidth%3A33%2E33333333%25%7D%2Ecol%2Dmd%2D3%7Bwidth%3A25%25%7D%2Ecol%2Dmd%2D2%7Bwidth%3A16%2E66666667%25%7D%2Ecol%2Dmd%2D1%7Bwidth%3A8%2E33333333%25%7D%2Ecol%2Dmd%2Dpull%2D12%7Bright%3A100%25%7D%2Ecol%2Dmd%2Dpull%2D11%7Bright%3A91%2E66666667%25%7D%2Ecol%2Dmd%2Dpull%2D10%7Bright%3A83%2E33333333%25%7D%2Ecol%2Dmd%2Dpull%2D9%7Bright%3A75%25%7D%2Ecol%2Dmd%2Dpull%2D8%7Bright%3A66%2E66666667%25%7D%2Ecol%2Dmd%2Dpull%2D7%7Bright%3A58%2E33333333%25%7D%2Ecol%2Dmd%2Dpull%2D6%7Bright%3A50%25%7D%2Ecol%2Dmd%2Dpull%2D5%7Bright%3A41%2E66666667%25%7D%2Ecol%2Dmd%2Dpull%2D4%7Bright%3A33%2E33333333%25%7D%2Ecol%2Dmd%2Dpull%2D3%7Bright%3A25%25%7D%2Ecol%2Dmd%2Dpull%2D2%7Bright%3A16%2E66666667%25%7D%2Ecol%2Dmd%2Dpull%2D1%7Bright%3A8%2E33333333%25%7D%2Ecol%2Dmd%2Dpull%2D0%7Bright%3Aauto%7D%2Ecol%2Dmd%2Dpush%2D12%7Bleft%3A100%25%7D%2Ecol%2Dmd%2Dpush%2D11%7Bleft%3A91%2E66666667%25%7D%2Ecol%2Dmd%2Dpush%2D10%7Bleft%3A83%2E33333333%25%7D%2Ecol%2Dmd%2Dpush%2D9%7Bleft%3A75%25%7D%2Ecol%2Dmd%2Dpush%2D8%7Bleft%3A66%2E66666667%25%7D%2Ecol%2Dmd%2Dpush%2D7%7Bleft%3A58%2E33333333%25%7D%2Ecol%2Dmd%2Dpush%2D6%7Bleft%3A50%25%7D%2Ecol%2Dmd%2Dpush%2D5%7Bleft%3A41%2E66666667%25%7D%2Ecol%2Dmd%2Dpush%2D4%7Bleft%3A33%2E33333333%25%7D%2Ecol%2Dmd%2Dpush%2D3%7Bleft%3A25%25%7D%2Ecol%2Dmd%2Dpush%2D2%7Bleft%3A16%2E66666667%25%7D%2Ecol%2Dmd%2Dpush%2D1%7Bleft%3A8%2E33333333%25%7D%2Ecol%2Dmd%2Dpush%2D0%7Bleft%3Aauto%7D%2Ecol%2Dmd%2Doffset%2D12%7Bmargin%2Dleft%3A100%25%7D%2Ecol%2Dmd%2Doffset%2D11%7Bmargin%2Dleft%3A91%2E66666667%25%7D%2Ecol%2Dmd%2Doffset%2D10%7Bmargin%2Dleft%3A83%2E33333333%25%7D%2Ecol%2Dmd%2Doffset%2D9%7Bmargin%2Dleft%3A75%25%7D%2Ecol%2Dmd%2Doffset%2D8%7Bmargin%2Dleft%3A66%2E66666667%25%7D%2Ecol%2Dmd%2Doffset%2D7%7Bmargin%2Dleft%3A58%2E33333333%25%7D%2Ecol%2Dmd%2Doffset%2D6%7Bmargin%2Dleft%3A50%25%7D%2Ecol%2Dmd%2Doffset%2D5%7Bmargin%2Dleft%3A41%2E66666667%25%7D%2Ecol%2Dmd%2Doffset%2D4%7Bmargin%2Dleft%3A33%2E33333333%25%7D%2Ecol%2Dmd%2Doffset%2D3%7Bmargin%2Dleft%3A25%25%7D%2Ecol%2Dmd%2Doffset%2D2%7Bmargin%2Dleft%3A16%2E66666667%25%7D%2Ecol%2Dmd%2Doffset%2D1%7Bmargin%2Dleft%3A8%2E33333333%25%7D%2Ecol%2Dmd%2Doffset%2D0%7Bmargin%2Dleft%3A0%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Ecol%2Dlg%2D1%2C%2Ecol%2Dlg%2D10%2C%2Ecol%2Dlg%2D11%2C%2Ecol%2Dlg%2D12%2C%2Ecol%2Dlg%2D2%2C%2Ecol%2Dlg%2D3%2C%2Ecol%2Dlg%2D4%2C%2Ecol%2Dlg%2D5%2C%2Ecol%2Dlg%2D6%2C%2Ecol%2Dlg%2D7%2C%2Ecol%2Dlg%2D8%2C%2Ecol%2Dlg%2D9%7Bfloat%3Aleft%7D%2Ecol%2Dlg%2D12%7Bwidth%3A100%25%7D%2Ecol%2Dlg%2D11%7Bwidth%3A91%2E66666667%25%7D%2Ecol%2Dlg%2D10%7Bwidth%3A83%2E33333333%25%7D%2Ecol%2Dlg%2D9%7Bwidth%3A75%25%7D%2Ecol%2Dlg%2D8%7Bwidth%3A66%2E66666667%25%7D%2Ecol%2Dlg%2D7%7Bwidth%3A58%2E33333333%25%7D%2Ecol%2Dlg%2D6%7Bwidth%3A50%25%7D%2Ecol%2Dlg%2D5%7Bwidth%3A41%2E66666667%25%7D%2Ecol%2Dlg%2D4%7Bwidth%3A33%2E33333333%25%7D%2Ecol%2Dlg%2D3%7Bwidth%3A25%25%7D%2Ecol%2Dlg%2D2%7Bwidth%3A16%2E66666667%25%7D%2Ecol%2Dlg%2D1%7Bwidth%3A8%2E33333333%25%7D%2Ecol%2Dlg%2Dpull%2D12%7Bright%3A100%25%7D%2Ecol%2Dlg%2Dpull%2D11%7Bright%3A91%2E66666667%25%7D%2Ecol%2Dlg%2Dpull%2D10%7Bright%3A83%2E33333333%25%7D%2Ecol%2Dlg%2Dpull%2D9%7Bright%3A75%25%7D%2Ecol%2Dlg%2Dpull%2D8%7Bright%3A66%2E66666667%25%7D%2Ecol%2Dlg%2Dpull%2D7%7Bright%3A58%2E33333333%25%7D%2Ecol%2Dlg%2Dpull%2D6%7Bright%3A50%25%7D%2Ecol%2Dlg%2Dpull%2D5%7Bright%3A41%2E66666667%25%7D%2Ecol%2Dlg%2Dpull%2D4%7Bright%3A33%2E33333333%25%7D%2Ecol%2Dlg%2Dpull%2D3%7Bright%3A25%25%7D%2Ecol%2Dlg%2Dpull%2D2%7Bright%3A16%2E66666667%25%7D%2Ecol%2Dlg%2Dpull%2D1%7Bright%3A8%2E33333333%25%7D%2Ecol%2Dlg%2Dpull%2D0%7Bright%3Aauto%7D%2Ecol%2Dlg%2Dpush%2D12%7Bleft%3A100%25%7D%2Ecol%2Dlg%2Dpush%2D11%7Bleft%3A91%2E66666667%25%7D%2Ecol%2Dlg%2Dpush%2D10%7Bleft%3A83%2E33333333%25%7D%2Ecol%2Dlg%2Dpush%2D9%7Bleft%3A75%25%7D%2Ecol%2Dlg%2Dpush%2D8%7Bleft%3A66%2E66666667%25%7D%2Ecol%2Dlg%2Dpush%2D7%7Bleft%3A58%2E33333333%25%7D%2Ecol%2Dlg%2Dpush%2D6%7Bleft%3A50%25%7D%2Ecol%2Dlg%2Dpush%2D5%7Bleft%3A41%2E66666667%25%7D%2Ecol%2Dlg%2Dpush%2D4%7Bleft%3A33%2E33333333%25%7D%2Ecol%2Dlg%2Dpush%2D3%7Bleft%3A25%25%7D%2Ecol%2Dlg%2Dpush%2D2%7Bleft%3A16%2E66666667%25%7D%2Ecol%2Dlg%2Dpush%2D1%7Bleft%3A8%2E33333333%25%7D%2Ecol%2Dlg%2Dpush%2D0%7Bleft%3Aauto%7D%2Ecol%2Dlg%2Doffset%2D12%7Bmargin%2Dleft%3A100%25%7D%2Ecol%2Dlg%2Doffset%2D11%7Bmargin%2Dleft%3A91%2E66666667%25%7D%2Ecol%2Dlg%2Doffset%2D10%7Bmargin%2Dleft%3A83%2E33333333%25%7D%2Ecol%2Dlg%2Doffset%2D9%7Bmargin%2Dleft%3A75%25%7D%2Ecol%2Dlg%2Doffset%2D8%7Bmargin%2Dleft%3A66%2E66666667%25%7D%2Ecol%2Dlg%2Doffset%2D7%7Bmargin%2Dleft%3A58%2E33333333%25%7D%2Ecol%2Dlg%2Doffset%2D6%7Bmargin%2Dleft%3A50%25%7D%2Ecol%2Dlg%2Doffset%2D5%7Bmargin%2Dleft%3A41%2E66666667%25%7D%2Ecol%2Dlg%2Doffset%2D4%7Bmargin%2Dleft%3A33%2E33333333%25%7D%2Ecol%2Dlg%2Doffset%2D3%7Bmargin%2Dleft%3A25%25%7D%2Ecol%2Dlg%2Doffset%2D2%7Bmargin%2Dleft%3A16%2E66666667%25%7D%2Ecol%2Dlg%2Doffset%2D1%7Bmargin%2Dleft%3A8%2E33333333%25%7D%2Ecol%2Dlg%2Doffset%2D0%7Bmargin%2Dleft%3A0%7D%7Dtable%7Bbackground%2Dcolor%3Atransparent%7Dcaption%7Bpadding%2Dtop%3A8px%3Bpadding%2Dbottom%3A8px%3Bcolor%3A%23777%3Btext%2Dalign%3Aleft%7Dth%7B%7D%2Etable%7Bwidth%3A100%25%3Bmax%2Dwidth%3A100%25%3Bmargin%2Dbottom%3A20px%7D%2Etable%3Etbody%3Etr%3Etd%2C%2Etable%3Etbody%3Etr%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2C%2Etable%3Etfoot%3Etr%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2C%2Etable%3Ethead%3Etr%3Eth%7Bpadding%3A8px%3Bline%2Dheight%3A1%2E42857143%3Bvertical%2Dalign%3Atop%3Bborder%2Dtop%3A1px%20solid%20%23ddd%7D%2Etable%3Ethead%3Etr%3Eth%7Bvertical%2Dalign%3Abottom%3Bborder%2Dbottom%3A2px%20solid%20%23ddd%7D%2Etable%3Ecaption%2Bthead%3Etr%3Afirst%2Dchild%3Etd%2C%2Etable%3Ecaption%2Bthead%3Etr%3Afirst%2Dchild%3Eth%2C%2Etable%3Ecolgroup%2Bthead%3Etr%3Afirst%2Dchild%3Etd%2C%2Etable%3Ecolgroup%2Bthead%3Etr%3Afirst%2Dchild%3Eth%2C%2Etable%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%3Etd%2C%2Etable%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%3Eth%7Bborder%2Dtop%3A0%7D%2Etable%3Etbody%2Btbody%7Bborder%2Dtop%3A2px%20solid%20%23ddd%7D%2Etable%20%2Etable%7Bbackground%2Dcolor%3A%23fff%7D%2Etable%2Dcondensed%3Etbody%3Etr%3Etd%2C%2Etable%2Dcondensed%3Etbody%3Etr%3Eth%2C%2Etable%2Dcondensed%3Etfoot%3Etr%3Etd%2C%2Etable%2Dcondensed%3Etfoot%3Etr%3Eth%2C%2Etable%2Dcondensed%3Ethead%3Etr%3Etd%2C%2Etable%2Dcondensed%3Ethead%3Etr%3Eth%7Bpadding%3A5px%7D%2Etable%2Dbordered%7Bborder%3A1px%20solid%20%23ddd%7D%2Etable%2Dbordered%3Etbody%3Etr%3Etd%2C%2Etable%2Dbordered%3Etbody%3Etr%3Eth%2C%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%2C%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%2C%2Etable%2Dbordered%3Ethead%3Etr%3Etd%2C%2Etable%2Dbordered%3Ethead%3Etr%3Eth%7Bborder%3A1px%20solid%20%23ddd%7D%2Etable%2Dbordered%3Ethead%3Etr%3Etd%2C%2Etable%2Dbordered%3Ethead%3Etr%3Eth%7Bborder%2Dbottom%2Dwidth%3A2px%7D%2Etable%2Dstriped%3Etbody%3Etr%3Anth%2Dof%2Dtype%28odd%29%7Bbackground%2Dcolor%3A%23f9f9f9%7D%2Etable%2Dhover%3Etbody%3Etr%3Ahover%7Bbackground%2Dcolor%3A%23f5f5f5%7Dtable%20col%5Bclass%2A%3Dcol%2D%5D%7Bposition%3Astatic%3Bdisplay%3Atable%2Dcolumn%3Bfloat%3Anone%7Dtable%20td%5Bclass%2A%3Dcol%2D%5D%2Ctable%20th%5Bclass%2A%3Dcol%2D%5D%7Bposition%3Astatic%3Bdisplay%3Atable%2Dcell%3Bfloat%3Anone%7D%2Etable%3Etbody%3Etr%2Eactive%3Etd%2C%2Etable%3Etbody%3Etr%2Eactive%3Eth%2C%2Etable%3Etbody%3Etr%3Etd%2Eactive%2C%2Etable%3Etbody%3Etr%3Eth%2Eactive%2C%2Etable%3Etfoot%3Etr%2Eactive%3Etd%2C%2Etable%3Etfoot%3Etr%2Eactive%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2Eactive%2C%2Etable%3Etfoot%3Etr%3Eth%2Eactive%2C%2Etable%3Ethead%3Etr%2Eactive%3Etd%2C%2Etable%3Ethead%3Etr%2Eactive%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2Eactive%2C%2Etable%3Ethead%3Etr%3Eth%2Eactive%7Bbackground%2Dcolor%3A%23f5f5f5%7D%2Etable%2Dhover%3Etbody%3Etr%2Eactive%3Ahover%3Etd%2C%2Etable%2Dhover%3Etbody%3Etr%2Eactive%3Ahover%3Eth%2C%2Etable%2Dhover%3Etbody%3Etr%3Ahover%3E%2Eactive%2C%2Etable%2Dhover%3Etbody%3Etr%3Etd%2Eactive%3Ahover%2C%2Etable%2Dhover%3Etbody%3Etr%3Eth%2Eactive%3Ahover%7Bbackground%2Dcolor%3A%23e8e8e8%7D%2Etable%3Etbody%3Etr%2Esuccess%3Etd%2C%2Etable%3Etbody%3Etr%2Esuccess%3Eth%2C%2Etable%3Etbody%3Etr%3Etd%2Esuccess%2C%2Etable%3Etbody%3Etr%3Eth%2Esuccess%2C%2Etable%3Etfoot%3Etr%2Esuccess%3Etd%2C%2Etable%3Etfoot%3Etr%2Esuccess%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2Esuccess%2C%2Etable%3Etfoot%3Etr%3Eth%2Esuccess%2C%2Etable%3Ethead%3Etr%2Esuccess%3Etd%2C%2Etable%3Ethead%3Etr%2Esuccess%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2Esuccess%2C%2Etable%3Ethead%3Etr%3Eth%2Esuccess%7Bbackground%2Dcolor%3A%23dff0d8%7D%2Etable%2Dhover%3Etbody%3Etr%2Esuccess%3Ahover%3Etd%2C%2Etable%2Dhover%3Etbody%3Etr%2Esuccess%3Ahover%3Eth%2C%2Etable%2Dhover%3Etbody%3Etr%3Ahover%3E%2Esuccess%2C%2Etable%2Dhover%3Etbody%3Etr%3Etd%2Esuccess%3Ahover%2C%2Etable%2Dhover%3Etbody%3Etr%3Eth%2Esuccess%3Ahover%7Bbackground%2Dcolor%3A%23d0e9c6%7D%2Etable%3Etbody%3Etr%2Einfo%3Etd%2C%2Etable%3Etbody%3Etr%2Einfo%3Eth%2C%2Etable%3Etbody%3Etr%3Etd%2Einfo%2C%2Etable%3Etbody%3Etr%3Eth%2Einfo%2C%2Etable%3Etfoot%3Etr%2Einfo%3Etd%2C%2Etable%3Etfoot%3Etr%2Einfo%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2Einfo%2C%2Etable%3Etfoot%3Etr%3Eth%2Einfo%2C%2Etable%3Ethead%3Etr%2Einfo%3Etd%2C%2Etable%3Ethead%3Etr%2Einfo%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2Einfo%2C%2Etable%3Ethead%3Etr%3Eth%2Einfo%7Bbackground%2Dcolor%3A%23d9edf7%7D%2Etable%2Dhover%3Etbody%3Etr%2Einfo%3Ahover%3Etd%2C%2Etable%2Dhover%3Etbody%3Etr%2Einfo%3Ahover%3Eth%2C%2Etable%2Dhover%3Etbody%3Etr%3Ahover%3E%2Einfo%2C%2Etable%2Dhover%3Etbody%3Etr%3Etd%2Einfo%3Ahover%2C%2Etable%2Dhover%3Etbody%3Etr%3Eth%2Einfo%3Ahover%7Bbackground%2Dcolor%3A%23c4e3f3%7D%2Etable%3Etbody%3Etr%2Ewarning%3Etd%2C%2Etable%3Etbody%3Etr%2Ewarning%3Eth%2C%2Etable%3Etbody%3Etr%3Etd%2Ewarning%2C%2Etable%3Etbody%3Etr%3Eth%2Ewarning%2C%2Etable%3Etfoot%3Etr%2Ewarning%3Etd%2C%2Etable%3Etfoot%3Etr%2Ewarning%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2Ewarning%2C%2Etable%3Etfoot%3Etr%3Eth%2Ewarning%2C%2Etable%3Ethead%3Etr%2Ewarning%3Etd%2C%2Etable%3Ethead%3Etr%2Ewarning%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2Ewarning%2C%2Etable%3Ethead%3Etr%3Eth%2Ewarning%7Bbackground%2Dcolor%3A%23fcf8e3%7D%2Etable%2Dhover%3Etbody%3Etr%2Ewarning%3Ahover%3Etd%2C%2Etable%2Dhover%3Etbody%3Etr%2Ewarning%3Ahover%3Eth%2C%2Etable%2Dhover%3Etbody%3Etr%3Ahover%3E%2Ewarning%2C%2Etable%2Dhover%3Etbody%3Etr%3Etd%2Ewarning%3Ahover%2C%2Etable%2Dhover%3Etbody%3Etr%3Eth%2Ewarning%3Ahover%7Bbackground%2Dcolor%3A%23faf2cc%7D%2Etable%3Etbody%3Etr%2Edanger%3Etd%2C%2Etable%3Etbody%3Etr%2Edanger%3Eth%2C%2Etable%3Etbody%3Etr%3Etd%2Edanger%2C%2Etable%3Etbody%3Etr%3Eth%2Edanger%2C%2Etable%3Etfoot%3Etr%2Edanger%3Etd%2C%2Etable%3Etfoot%3Etr%2Edanger%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2Edanger%2C%2Etable%3Etfoot%3Etr%3Eth%2Edanger%2C%2Etable%3Ethead%3Etr%2Edanger%3Etd%2C%2Etable%3Ethead%3Etr%2Edanger%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2Edanger%2C%2Etable%3Ethead%3Etr%3Eth%2Edanger%7Bbackground%2Dcolor%3A%23f2dede%7D%2Etable%2Dhover%3Etbody%3Etr%2Edanger%3Ahover%3Etd%2C%2Etable%2Dhover%3Etbody%3Etr%2Edanger%3Ahover%3Eth%2C%2Etable%2Dhover%3Etbody%3Etr%3Ahover%3E%2Edanger%2C%2Etable%2Dhover%3Etbody%3Etr%3Etd%2Edanger%3Ahover%2C%2Etable%2Dhover%3Etbody%3Etr%3Eth%2Edanger%3Ahover%7Bbackground%2Dcolor%3A%23ebcccc%7D%2Etable%2Dresponsive%7Bmin%2Dheight%3A%2E01%25%3Boverflow%2Dx%3Aauto%7D%40media%20screen%20and%20%28max%2Dwidth%3A767px%29%7B%2Etable%2Dresponsive%7Bwidth%3A100%25%3Bmargin%2Dbottom%3A15px%3Boverflow%2Dy%3Ahidden%3B%2Dms%2Doverflow%2Dstyle%3A%2Dms%2Dautohiding%2Dscrollbar%3Bborder%3A1px%20solid%20%23ddd%7D%2Etable%2Dresponsive%3E%2Etable%7Bmargin%2Dbottom%3A0%7D%2Etable%2Dresponsive%3E%2Etable%3Etbody%3Etr%3Etd%2C%2Etable%2Dresponsive%3E%2Etable%3Etbody%3Etr%3Eth%2C%2Etable%2Dresponsive%3E%2Etable%3Etfoot%3Etr%3Etd%2C%2Etable%2Dresponsive%3E%2Etable%3Etfoot%3Etr%3Eth%2C%2Etable%2Dresponsive%3E%2Etable%3Ethead%3Etr%3Etd%2C%2Etable%2Dresponsive%3E%2Etable%3Ethead%3Etr%3Eth%7Bwhite%2Dspace%3Anowrap%7D%2Etable%2Dresponsive%3E%2Etable%2Dbordered%7Bborder%3A0%7D%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Afirst%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Afirst%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Afirst%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Afirst%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Afirst%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Afirst%2Dchild%7Bborder%2Dleft%3A0%7D%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Alast%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Alast%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Alast%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Alast%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Alast%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Alast%2Dchild%7Bborder%2Dright%3A0%7D%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Etd%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Eth%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Etd%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Eth%7Bborder%2Dbottom%3A0%7D%7Dfieldset%7Bmin%2Dwidth%3A0%3Bpadding%3A0%3Bmargin%3A0%3Bborder%3A0%7Dlegend%7Bdisplay%3Ablock%3Bwidth%3A100%25%3Bpadding%3A0%3Bmargin%2Dbottom%3A20px%3Bfont%2Dsize%3A21px%3Bline%2Dheight%3Ainherit%3Bcolor%3A%23333%3Bborder%3A0%3Bborder%2Dbottom%3A1px%20solid%20%23e5e5e5%7Dlabel%7Bdisplay%3Ainline%2Dblock%3Bmax%2Dwidth%3A100%25%3Bmargin%2Dbottom%3A5px%3Bfont%2Dweight%3A700%7Dinput%5Btype%3Dsearch%5D%7B%2Dwebkit%2Dbox%2Dsizing%3Aborder%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Aborder%2Dbox%3Bbox%2Dsizing%3Aborder%2Dbox%7Dinput%5Btype%3Dcheckbox%5D%2Cinput%5Btype%3Dradio%5D%7Bmargin%3A4px%200%200%3Bmargin%2Dtop%3A1px%5C9%3Bline%2Dheight%3Anormal%7Dinput%5Btype%3Dfile%5D%7Bdisplay%3Ablock%7Dinput%5Btype%3Drange%5D%7Bdisplay%3Ablock%3Bwidth%3A100%25%7Dselect%5Bmultiple%5D%2Cselect%5Bsize%5D%7Bheight%3Aauto%7Dinput%5Btype%3Dfile%5D%3Afocus%2Cinput%5Btype%3Dcheckbox%5D%3Afocus%2Cinput%5Btype%3Dradio%5D%3Afocus%7Boutline%3Athin%20dotted%3Boutline%3A5px%20auto%20%2Dwebkit%2Dfocus%2Dring%2Dcolor%3Boutline%2Doffset%3A%2D2px%7Doutput%7Bdisplay%3Ablock%3Bpadding%2Dtop%3A7px%3Bfont%2Dsize%3A14px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23555%7D%2Eform%2Dcontrol%7Bdisplay%3Ablock%3Bwidth%3A100%25%3Bheight%3A34px%3Bpadding%3A6px%2012px%3Bfont%2Dsize%3A14px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23555%3Bbackground%2Dcolor%3A%23fff%3Bbackground%2Dimage%3Anone%3Bborder%3A1px%20solid%20%23ccc%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%3B%2Dwebkit%2Dtransition%3Aborder%2Dcolor%20ease%2Din%2Dout%20%2E15s%2C%2Dwebkit%2Dbox%2Dshadow%20ease%2Din%2Dout%20%2E15s%3B%2Do%2Dtransition%3Aborder%2Dcolor%20ease%2Din%2Dout%20%2E15s%2Cbox%2Dshadow%20ease%2Din%2Dout%20%2E15s%3Btransition%3Aborder%2Dcolor%20ease%2Din%2Dout%20%2E15s%2Cbox%2Dshadow%20ease%2Din%2Dout%20%2E15s%7D%2Eform%2Dcontrol%3Afocus%7Bborder%2Dcolor%3A%2366afe9%3Boutline%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%208px%20rgba%28102%2C175%2C233%2C%2E6%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%208px%20rgba%28102%2C175%2C233%2C%2E6%29%7D%2Eform%2Dcontrol%3A%3A%2Dmoz%2Dplaceholder%7Bcolor%3A%23999%3Bopacity%3A1%7D%2Eform%2Dcontrol%3A%2Dms%2Dinput%2Dplaceholder%7Bcolor%3A%23999%7D%2Eform%2Dcontrol%3A%3A%2Dwebkit%2Dinput%2Dplaceholder%7Bcolor%3A%23999%7D%2Eform%2Dcontrol%5Bdisabled%5D%2C%2Eform%2Dcontrol%5Breadonly%5D%2Cfieldset%5Bdisabled%5D%20%2Eform%2Dcontrol%7Bbackground%2Dcolor%3A%23eee%3Bopacity%3A1%7D%2Eform%2Dcontrol%5Bdisabled%5D%2Cfieldset%5Bdisabled%5D%20%2Eform%2Dcontrol%7Bcursor%3Anot%2Dallowed%7Dtextarea%2Eform%2Dcontrol%7Bheight%3Aauto%7Dinput%5Btype%3Dsearch%5D%7B%2Dwebkit%2Dappearance%3Anone%7D%40media%20screen%20and%20%28%2Dwebkit%2Dmin%2Ddevice%2Dpixel%2Dratio%3A0%29%7Binput%5Btype%3Ddate%5D%2Eform%2Dcontrol%2Cinput%5Btype%3Dtime%5D%2Eform%2Dcontrol%2Cinput%5Btype%3Ddatetime%2Dlocal%5D%2Eform%2Dcontrol%2Cinput%5Btype%3Dmonth%5D%2Eform%2Dcontrol%7Bline%2Dheight%3A34px%7D%2Einput%2Dgroup%2Dsm%20input%5Btype%3Ddate%5D%2C%2Einput%2Dgroup%2Dsm%20input%5Btype%3Dtime%5D%2C%2Einput%2Dgroup%2Dsm%20input%5Btype%3Ddatetime%2Dlocal%5D%2C%2Einput%2Dgroup%2Dsm%20input%5Btype%3Dmonth%5D%2Cinput%5Btype%3Ddate%5D%2Einput%2Dsm%2Cinput%5Btype%3Dtime%5D%2Einput%2Dsm%2Cinput%5Btype%3Ddatetime%2Dlocal%5D%2Einput%2Dsm%2Cinput%5Btype%3Dmonth%5D%2Einput%2Dsm%7Bline%2Dheight%3A30px%7D%2Einput%2Dgroup%2Dlg%20input%5Btype%3Ddate%5D%2C%2Einput%2Dgroup%2Dlg%20input%5Btype%3Dtime%5D%2C%2Einput%2Dgroup%2Dlg%20input%5Btype%3Ddatetime%2Dlocal%5D%2C%2Einput%2Dgroup%2Dlg%20input%5Btype%3Dmonth%5D%2Cinput%5Btype%3Ddate%5D%2Einput%2Dlg%2Cinput%5Btype%3Dtime%5D%2Einput%2Dlg%2Cinput%5Btype%3Ddatetime%2Dlocal%5D%2Einput%2Dlg%2Cinput%5Btype%3Dmonth%5D%2Einput%2Dlg%7Bline%2Dheight%3A46px%7D%7D%2Eform%2Dgroup%7Bmargin%2Dbottom%3A15px%7D%2Echeckbox%2C%2Eradio%7Bposition%3Arelative%3Bdisplay%3Ablock%3Bmargin%2Dtop%3A10px%3Bmargin%2Dbottom%3A10px%7D%2Echeckbox%20label%2C%2Eradio%20label%7Bmin%2Dheight%3A20px%3Bpadding%2Dleft%3A20px%3Bmargin%2Dbottom%3A0%3Bfont%2Dweight%3A400%3Bcursor%3Apointer%7D%2Echeckbox%20input%5Btype%3Dcheckbox%5D%2C%2Echeckbox%2Dinline%20input%5Btype%3Dcheckbox%5D%2C%2Eradio%20input%5Btype%3Dradio%5D%2C%2Eradio%2Dinline%20input%5Btype%3Dradio%5D%7Bposition%3Aabsolute%3Bmargin%2Dtop%3A4px%5C9%3Bmargin%2Dleft%3A%2D20px%7D%2Echeckbox%2B%2Echeckbox%2C%2Eradio%2B%2Eradio%7Bmargin%2Dtop%3A%2D5px%7D%2Echeckbox%2Dinline%2C%2Eradio%2Dinline%7Bposition%3Arelative%3Bdisplay%3Ainline%2Dblock%3Bpadding%2Dleft%3A20px%3Bmargin%2Dbottom%3A0%3Bfont%2Dweight%3A400%3Bvertical%2Dalign%3Amiddle%3Bcursor%3Apointer%7D%2Echeckbox%2Dinline%2B%2Echeckbox%2Dinline%2C%2Eradio%2Dinline%2B%2Eradio%2Dinline%7Bmargin%2Dtop%3A0%3Bmargin%2Dleft%3A10px%7Dfieldset%5Bdisabled%5D%20input%5Btype%3Dcheckbox%5D%2Cfieldset%5Bdisabled%5D%20input%5Btype%3Dradio%5D%2Cinput%5Btype%3Dcheckbox%5D%2Edisabled%2Cinput%5Btype%3Dcheckbox%5D%5Bdisabled%5D%2Cinput%5Btype%3Dradio%5D%2Edisabled%2Cinput%5Btype%3Dradio%5D%5Bdisabled%5D%7Bcursor%3Anot%2Dallowed%7D%2Echeckbox%2Dinline%2Edisabled%2C%2Eradio%2Dinline%2Edisabled%2Cfieldset%5Bdisabled%5D%20%2Echeckbox%2Dinline%2Cfieldset%5Bdisabled%5D%20%2Eradio%2Dinline%7Bcursor%3Anot%2Dallowed%7D%2Echeckbox%2Edisabled%20label%2C%2Eradio%2Edisabled%20label%2Cfieldset%5Bdisabled%5D%20%2Echeckbox%20label%2Cfieldset%5Bdisabled%5D%20%2Eradio%20label%7Bcursor%3Anot%2Dallowed%7D%2Eform%2Dcontrol%2Dstatic%7Bmin%2Dheight%3A34px%3Bpadding%2Dtop%3A7px%3Bpadding%2Dbottom%3A7px%3Bmargin%2Dbottom%3A0%7D%2Eform%2Dcontrol%2Dstatic%2Einput%2Dlg%2C%2Eform%2Dcontrol%2Dstatic%2Einput%2Dsm%7Bpadding%2Dright%3A0%3Bpadding%2Dleft%3A0%7D%2Einput%2Dsm%7Bheight%3A30px%3Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%3Bborder%2Dradius%3A3px%7Dselect%2Einput%2Dsm%7Bheight%3A30px%3Bline%2Dheight%3A30px%7Dselect%5Bmultiple%5D%2Einput%2Dsm%2Ctextarea%2Einput%2Dsm%7Bheight%3Aauto%7D%2Eform%2Dgroup%2Dsm%20%2Eform%2Dcontrol%7Bheight%3A30px%3Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%3Bborder%2Dradius%3A3px%7D%2Eform%2Dgroup%2Dsm%20select%2Eform%2Dcontrol%7Bheight%3A30px%3Bline%2Dheight%3A30px%7D%2Eform%2Dgroup%2Dsm%20select%5Bmultiple%5D%2Eform%2Dcontrol%2C%2Eform%2Dgroup%2Dsm%20textarea%2Eform%2Dcontrol%7Bheight%3Aauto%7D%2Eform%2Dgroup%2Dsm%20%2Eform%2Dcontrol%2Dstatic%7Bheight%3A30px%3Bmin%2Dheight%3A32px%3Bpadding%3A6px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%7D%2Einput%2Dlg%7Bheight%3A46px%3Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%3Bborder%2Dradius%3A6px%7Dselect%2Einput%2Dlg%7Bheight%3A46px%3Bline%2Dheight%3A46px%7Dselect%5Bmultiple%5D%2Einput%2Dlg%2Ctextarea%2Einput%2Dlg%7Bheight%3Aauto%7D%2Eform%2Dgroup%2Dlg%20%2Eform%2Dcontrol%7Bheight%3A46px%3Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%3Bborder%2Dradius%3A6px%7D%2Eform%2Dgroup%2Dlg%20select%2Eform%2Dcontrol%7Bheight%3A46px%3Bline%2Dheight%3A46px%7D%2Eform%2Dgroup%2Dlg%20select%5Bmultiple%5D%2Eform%2Dcontrol%2C%2Eform%2Dgroup%2Dlg%20textarea%2Eform%2Dcontrol%7Bheight%3Aauto%7D%2Eform%2Dgroup%2Dlg%20%2Eform%2Dcontrol%2Dstatic%7Bheight%3A46px%3Bmin%2Dheight%3A38px%3Bpadding%3A11px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%7D%2Ehas%2Dfeedback%7Bposition%3Arelative%7D%2Ehas%2Dfeedback%20%2Eform%2Dcontrol%7Bpadding%2Dright%3A42%2E5px%7D%2Eform%2Dcontrol%2Dfeedback%7Bposition%3Aabsolute%3Btop%3A0%3Bright%3A0%3Bz%2Dindex%3A2%3Bdisplay%3Ablock%3Bwidth%3A34px%3Bheight%3A34px%3Bline%2Dheight%3A34px%3Btext%2Dalign%3Acenter%3Bpointer%2Devents%3Anone%7D%2Eform%2Dgroup%2Dlg%20%2Eform%2Dcontrol%2B%2Eform%2Dcontrol%2Dfeedback%2C%2Einput%2Dgroup%2Dlg%2B%2Eform%2Dcontrol%2Dfeedback%2C%2Einput%2Dlg%2B%2Eform%2Dcontrol%2Dfeedback%7Bwidth%3A46px%3Bheight%3A46px%3Bline%2Dheight%3A46px%7D%2Eform%2Dgroup%2Dsm%20%2Eform%2Dcontrol%2B%2Eform%2Dcontrol%2Dfeedback%2C%2Einput%2Dgroup%2Dsm%2B%2Eform%2Dcontrol%2Dfeedback%2C%2Einput%2Dsm%2B%2Eform%2Dcontrol%2Dfeedback%7Bwidth%3A30px%3Bheight%3A30px%3Bline%2Dheight%3A30px%7D%2Ehas%2Dsuccess%20%2Echeckbox%2C%2Ehas%2Dsuccess%20%2Echeckbox%2Dinline%2C%2Ehas%2Dsuccess%20%2Econtrol%2Dlabel%2C%2Ehas%2Dsuccess%20%2Ehelp%2Dblock%2C%2Ehas%2Dsuccess%20%2Eradio%2C%2Ehas%2Dsuccess%20%2Eradio%2Dinline%2C%2Ehas%2Dsuccess%2Echeckbox%20label%2C%2Ehas%2Dsuccess%2Echeckbox%2Dinline%20label%2C%2Ehas%2Dsuccess%2Eradio%20label%2C%2Ehas%2Dsuccess%2Eradio%2Dinline%20label%7Bcolor%3A%233c763d%7D%2Ehas%2Dsuccess%20%2Eform%2Dcontrol%7Bborder%2Dcolor%3A%233c763d%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%7D%2Ehas%2Dsuccess%20%2Eform%2Dcontrol%3Afocus%7Bborder%2Dcolor%3A%232b542c%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%2367b168%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%2367b168%7D%2Ehas%2Dsuccess%20%2Einput%2Dgroup%2Daddon%7Bcolor%3A%233c763d%3Bbackground%2Dcolor%3A%23dff0d8%3Bborder%2Dcolor%3A%233c763d%7D%2Ehas%2Dsuccess%20%2Eform%2Dcontrol%2Dfeedback%7Bcolor%3A%233c763d%7D%2Ehas%2Dwarning%20%2Echeckbox%2C%2Ehas%2Dwarning%20%2Echeckbox%2Dinline%2C%2Ehas%2Dwarning%20%2Econtrol%2Dlabel%2C%2Ehas%2Dwarning%20%2Ehelp%2Dblock%2C%2Ehas%2Dwarning%20%2Eradio%2C%2Ehas%2Dwarning%20%2Eradio%2Dinline%2C%2Ehas%2Dwarning%2Echeckbox%20label%2C%2Ehas%2Dwarning%2Echeckbox%2Dinline%20label%2C%2Ehas%2Dwarning%2Eradio%20label%2C%2Ehas%2Dwarning%2Eradio%2Dinline%20label%7Bcolor%3A%238a6d3b%7D%2Ehas%2Dwarning%20%2Eform%2Dcontrol%7Bborder%2Dcolor%3A%238a6d3b%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%7D%2Ehas%2Dwarning%20%2Eform%2Dcontrol%3Afocus%7Bborder%2Dcolor%3A%2366512c%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%23c0a16b%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%23c0a16b%7D%2Ehas%2Dwarning%20%2Einput%2Dgroup%2Daddon%7Bcolor%3A%238a6d3b%3Bbackground%2Dcolor%3A%23fcf8e3%3Bborder%2Dcolor%3A%238a6d3b%7D%2Ehas%2Dwarning%20%2Eform%2Dcontrol%2Dfeedback%7Bcolor%3A%238a6d3b%7D%2Ehas%2Derror%20%2Echeckbox%2C%2Ehas%2Derror%20%2Echeckbox%2Dinline%2C%2Ehas%2Derror%20%2Econtrol%2Dlabel%2C%2Ehas%2Derror%20%2Ehelp%2Dblock%2C%2Ehas%2Derror%20%2Eradio%2C%2Ehas%2Derror%20%2Eradio%2Dinline%2C%2Ehas%2Derror%2Echeckbox%20label%2C%2Ehas%2Derror%2Echeckbox%2Dinline%20label%2C%2Ehas%2Derror%2Eradio%20label%2C%2Ehas%2Derror%2Eradio%2Dinline%20label%7Bcolor%3A%23a94442%7D%2Ehas%2Derror%20%2Eform%2Dcontrol%7Bborder%2Dcolor%3A%23a94442%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%7D%2Ehas%2Derror%20%2Eform%2Dcontrol%3Afocus%7Bborder%2Dcolor%3A%23843534%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%23ce8483%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%23ce8483%7D%2Ehas%2Derror%20%2Einput%2Dgroup%2Daddon%7Bcolor%3A%23a94442%3Bbackground%2Dcolor%3A%23f2dede%3Bborder%2Dcolor%3A%23a94442%7D%2Ehas%2Derror%20%2Eform%2Dcontrol%2Dfeedback%7Bcolor%3A%23a94442%7D%2Ehas%2Dfeedback%20label%7E%2Eform%2Dcontrol%2Dfeedback%7Btop%3A25px%7D%2Ehas%2Dfeedback%20label%2Esr%2Donly%7E%2Eform%2Dcontrol%2Dfeedback%7Btop%3A0%7D%2Ehelp%2Dblock%7Bdisplay%3Ablock%3Bmargin%2Dtop%3A5px%3Bmargin%2Dbottom%3A10px%3Bcolor%3A%23737373%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Eform%2Dinline%20%2Eform%2Dgroup%7Bdisplay%3Ainline%2Dblock%3Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Eform%2Dinline%20%2Eform%2Dcontrol%7Bdisplay%3Ainline%2Dblock%3Bwidth%3Aauto%3Bvertical%2Dalign%3Amiddle%7D%2Eform%2Dinline%20%2Eform%2Dcontrol%2Dstatic%7Bdisplay%3Ainline%2Dblock%7D%2Eform%2Dinline%20%2Einput%2Dgroup%7Bdisplay%3Ainline%2Dtable%3Bvertical%2Dalign%3Amiddle%7D%2Eform%2Dinline%20%2Einput%2Dgroup%20%2Eform%2Dcontrol%2C%2Eform%2Dinline%20%2Einput%2Dgroup%20%2Einput%2Dgroup%2Daddon%2C%2Eform%2Dinline%20%2Einput%2Dgroup%20%2Einput%2Dgroup%2Dbtn%7Bwidth%3Aauto%7D%2Eform%2Dinline%20%2Einput%2Dgroup%3E%2Eform%2Dcontrol%7Bwidth%3A100%25%7D%2Eform%2Dinline%20%2Econtrol%2Dlabel%7Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Eform%2Dinline%20%2Echeckbox%2C%2Eform%2Dinline%20%2Eradio%7Bdisplay%3Ainline%2Dblock%3Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Eform%2Dinline%20%2Echeckbox%20label%2C%2Eform%2Dinline%20%2Eradio%20label%7Bpadding%2Dleft%3A0%7D%2Eform%2Dinline%20%2Echeckbox%20input%5Btype%3Dcheckbox%5D%2C%2Eform%2Dinline%20%2Eradio%20input%5Btype%3Dradio%5D%7Bposition%3Arelative%3Bmargin%2Dleft%3A0%7D%2Eform%2Dinline%20%2Ehas%2Dfeedback%20%2Eform%2Dcontrol%2Dfeedback%7Btop%3A0%7D%7D%2Eform%2Dhorizontal%20%2Echeckbox%2C%2Eform%2Dhorizontal%20%2Echeckbox%2Dinline%2C%2Eform%2Dhorizontal%20%2Eradio%2C%2Eform%2Dhorizontal%20%2Eradio%2Dinline%7Bpadding%2Dtop%3A7px%3Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A0%7D%2Eform%2Dhorizontal%20%2Echeckbox%2C%2Eform%2Dhorizontal%20%2Eradio%7Bmin%2Dheight%3A27px%7D%2Eform%2Dhorizontal%20%2Eform%2Dgroup%7Bmargin%2Dright%3A%2D15px%3Bmargin%2Dleft%3A%2D15px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Eform%2Dhorizontal%20%2Econtrol%2Dlabel%7Bpadding%2Dtop%3A7px%3Bmargin%2Dbottom%3A0%3Btext%2Dalign%3Aright%7D%7D%2Eform%2Dhorizontal%20%2Ehas%2Dfeedback%20%2Eform%2Dcontrol%2Dfeedback%7Bright%3A15px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Eform%2Dhorizontal%20%2Eform%2Dgroup%2Dlg%20%2Econtrol%2Dlabel%7Bpadding%2Dtop%3A14%2E33px%3Bfont%2Dsize%3A18px%7D%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Eform%2Dhorizontal%20%2Eform%2Dgroup%2Dsm%20%2Econtrol%2Dlabel%7Bpadding%2Dtop%3A6px%3Bfont%2Dsize%3A12px%7D%7D%2Ebtn%7Bdisplay%3Ainline%2Dblock%3Bpadding%3A6px%2012px%3Bmargin%2Dbottom%3A0%3Bfont%2Dsize%3A14px%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%2E42857143%3Btext%2Dalign%3Acenter%3Bwhite%2Dspace%3Anowrap%3Bvertical%2Dalign%3Amiddle%3B%2Dms%2Dtouch%2Daction%3Amanipulation%3Btouch%2Daction%3Amanipulation%3Bcursor%3Apointer%3B%2Dwebkit%2Duser%2Dselect%3Anone%3B%2Dmoz%2Duser%2Dselect%3Anone%3B%2Dms%2Duser%2Dselect%3Anone%3Buser%2Dselect%3Anone%3Bbackground%2Dimage%3Anone%3Bborder%3A1px%20solid%20transparent%3Bborder%2Dradius%3A4px%7D%2Ebtn%2Eactive%2Efocus%2C%2Ebtn%2Eactive%3Afocus%2C%2Ebtn%2Efocus%2C%2Ebtn%3Aactive%2Efocus%2C%2Ebtn%3Aactive%3Afocus%2C%2Ebtn%3Afocus%7Boutline%3Athin%20dotted%3Boutline%3A5px%20auto%20%2Dwebkit%2Dfocus%2Dring%2Dcolor%3Boutline%2Doffset%3A%2D2px%7D%2Ebtn%2Efocus%2C%2Ebtn%3Afocus%2C%2Ebtn%3Ahover%7Bcolor%3A%23333%3Btext%2Ddecoration%3Anone%7D%2Ebtn%2Eactive%2C%2Ebtn%3Aactive%7Bbackground%2Dimage%3Anone%3Boutline%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%203px%205px%20rgba%280%2C0%2C0%2C%2E125%29%3Bbox%2Dshadow%3Ainset%200%203px%205px%20rgba%280%2C0%2C0%2C%2E125%29%7D%2Ebtn%2Edisabled%2C%2Ebtn%5Bdisabled%5D%2Cfieldset%5Bdisabled%5D%20%2Ebtn%7Bcursor%3Anot%2Dallowed%3Bfilter%3Aalpha%28opacity%3D65%29%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%3Bopacity%3A%2E65%7Da%2Ebtn%2Edisabled%2Cfieldset%5Bdisabled%5D%20a%2Ebtn%7Bpointer%2Devents%3Anone%7D%2Ebtn%2Ddefault%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23fff%3Bborder%2Dcolor%3A%23ccc%7D%2Ebtn%2Ddefault%2Efocus%2C%2Ebtn%2Ddefault%3Afocus%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23e6e6e6%3Bborder%2Dcolor%3A%238c8c8c%7D%2Ebtn%2Ddefault%3Ahover%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23e6e6e6%3Bborder%2Dcolor%3A%23adadad%7D%2Ebtn%2Ddefault%2Eactive%2C%2Ebtn%2Ddefault%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddefault%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23e6e6e6%3Bborder%2Dcolor%3A%23adadad%7D%2Ebtn%2Ddefault%2Eactive%2Efocus%2C%2Ebtn%2Ddefault%2Eactive%3Afocus%2C%2Ebtn%2Ddefault%2Eactive%3Ahover%2C%2Ebtn%2Ddefault%3Aactive%2Efocus%2C%2Ebtn%2Ddefault%3Aactive%3Afocus%2C%2Ebtn%2Ddefault%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddefault%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddefault%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddefault%3Ahover%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23d4d4d4%3Bborder%2Dcolor%3A%238c8c8c%7D%2Ebtn%2Ddefault%2Eactive%2C%2Ebtn%2Ddefault%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddefault%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Ddefault%2Edisabled%2C%2Ebtn%2Ddefault%2Edisabled%2Eactive%2C%2Ebtn%2Ddefault%2Edisabled%2Efocus%2C%2Ebtn%2Ddefault%2Edisabled%3Aactive%2C%2Ebtn%2Ddefault%2Edisabled%3Afocus%2C%2Ebtn%2Ddefault%2Edisabled%3Ahover%2C%2Ebtn%2Ddefault%5Bdisabled%5D%2C%2Ebtn%2Ddefault%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Ddefault%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Ddefault%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Ddefault%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Ddefault%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%3Ahover%7Bbackground%2Dcolor%3A%23fff%3Bborder%2Dcolor%3A%23ccc%7D%2Ebtn%2Ddefault%20%2Ebadge%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23333%7D%2Ebtn%2Dprimary%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23337ab7%3Bborder%2Dcolor%3A%232e6da4%7D%2Ebtn%2Dprimary%2Efocus%2C%2Ebtn%2Dprimary%3Afocus%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23286090%3Bborder%2Dcolor%3A%23122b40%7D%2Ebtn%2Dprimary%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23286090%3Bborder%2Dcolor%3A%23204d74%7D%2Ebtn%2Dprimary%2Eactive%2C%2Ebtn%2Dprimary%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dprimary%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23286090%3Bborder%2Dcolor%3A%23204d74%7D%2Ebtn%2Dprimary%2Eactive%2Efocus%2C%2Ebtn%2Dprimary%2Eactive%3Afocus%2C%2Ebtn%2Dprimary%2Eactive%3Ahover%2C%2Ebtn%2Dprimary%3Aactive%2Efocus%2C%2Ebtn%2Dprimary%3Aactive%3Afocus%2C%2Ebtn%2Dprimary%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dprimary%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dprimary%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dprimary%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23204d74%3Bborder%2Dcolor%3A%23122b40%7D%2Ebtn%2Dprimary%2Eactive%2C%2Ebtn%2Dprimary%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dprimary%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Dprimary%2Edisabled%2C%2Ebtn%2Dprimary%2Edisabled%2Eactive%2C%2Ebtn%2Dprimary%2Edisabled%2Efocus%2C%2Ebtn%2Dprimary%2Edisabled%3Aactive%2C%2Ebtn%2Dprimary%2Edisabled%3Afocus%2C%2Ebtn%2Dprimary%2Edisabled%3Ahover%2C%2Ebtn%2Dprimary%5Bdisabled%5D%2C%2Ebtn%2Dprimary%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Dprimary%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Dprimary%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Dprimary%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Dprimary%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%3Ahover%7Bbackground%2Dcolor%3A%23337ab7%3Bborder%2Dcolor%3A%232e6da4%7D%2Ebtn%2Dprimary%20%2Ebadge%7Bcolor%3A%23337ab7%3Bbackground%2Dcolor%3A%23fff%7D%2Ebtn%2Dsuccess%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%235cb85c%3Bborder%2Dcolor%3A%234cae4c%7D%2Ebtn%2Dsuccess%2Efocus%2C%2Ebtn%2Dsuccess%3Afocus%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23449d44%3Bborder%2Dcolor%3A%23255625%7D%2Ebtn%2Dsuccess%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23449d44%3Bborder%2Dcolor%3A%23398439%7D%2Ebtn%2Dsuccess%2Eactive%2C%2Ebtn%2Dsuccess%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dsuccess%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23449d44%3Bborder%2Dcolor%3A%23398439%7D%2Ebtn%2Dsuccess%2Eactive%2Efocus%2C%2Ebtn%2Dsuccess%2Eactive%3Afocus%2C%2Ebtn%2Dsuccess%2Eactive%3Ahover%2C%2Ebtn%2Dsuccess%3Aactive%2Efocus%2C%2Ebtn%2Dsuccess%3Aactive%3Afocus%2C%2Ebtn%2Dsuccess%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dsuccess%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dsuccess%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dsuccess%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23398439%3Bborder%2Dcolor%3A%23255625%7D%2Ebtn%2Dsuccess%2Eactive%2C%2Ebtn%2Dsuccess%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dsuccess%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Dsuccess%2Edisabled%2C%2Ebtn%2Dsuccess%2Edisabled%2Eactive%2C%2Ebtn%2Dsuccess%2Edisabled%2Efocus%2C%2Ebtn%2Dsuccess%2Edisabled%3Aactive%2C%2Ebtn%2Dsuccess%2Edisabled%3Afocus%2C%2Ebtn%2Dsuccess%2Edisabled%3Ahover%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%3Ahover%7Bbackground%2Dcolor%3A%235cb85c%3Bborder%2Dcolor%3A%234cae4c%7D%2Ebtn%2Dsuccess%20%2Ebadge%7Bcolor%3A%235cb85c%3Bbackground%2Dcolor%3A%23fff%7D%2Ebtn%2Dinfo%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%235bc0de%3Bborder%2Dcolor%3A%2346b8da%7D%2Ebtn%2Dinfo%2Efocus%2C%2Ebtn%2Dinfo%3Afocus%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%2331b0d5%3Bborder%2Dcolor%3A%231b6d85%7D%2Ebtn%2Dinfo%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%2331b0d5%3Bborder%2Dcolor%3A%23269abc%7D%2Ebtn%2Dinfo%2Eactive%2C%2Ebtn%2Dinfo%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dinfo%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%2331b0d5%3Bborder%2Dcolor%3A%23269abc%7D%2Ebtn%2Dinfo%2Eactive%2Efocus%2C%2Ebtn%2Dinfo%2Eactive%3Afocus%2C%2Ebtn%2Dinfo%2Eactive%3Ahover%2C%2Ebtn%2Dinfo%3Aactive%2Efocus%2C%2Ebtn%2Dinfo%3Aactive%3Afocus%2C%2Ebtn%2Dinfo%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dinfo%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dinfo%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dinfo%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23269abc%3Bborder%2Dcolor%3A%231b6d85%7D%2Ebtn%2Dinfo%2Eactive%2C%2Ebtn%2Dinfo%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dinfo%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Dinfo%2Edisabled%2C%2Ebtn%2Dinfo%2Edisabled%2Eactive%2C%2Ebtn%2Dinfo%2Edisabled%2Efocus%2C%2Ebtn%2Dinfo%2Edisabled%3Aactive%2C%2Ebtn%2Dinfo%2Edisabled%3Afocus%2C%2Ebtn%2Dinfo%2Edisabled%3Ahover%2C%2Ebtn%2Dinfo%5Bdisabled%5D%2C%2Ebtn%2Dinfo%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Dinfo%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Dinfo%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Dinfo%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Dinfo%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%3Ahover%7Bbackground%2Dcolor%3A%235bc0de%3Bborder%2Dcolor%3A%2346b8da%7D%2Ebtn%2Dinfo%20%2Ebadge%7Bcolor%3A%235bc0de%3Bbackground%2Dcolor%3A%23fff%7D%2Ebtn%2Dwarning%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23f0ad4e%3Bborder%2Dcolor%3A%23eea236%7D%2Ebtn%2Dwarning%2Efocus%2C%2Ebtn%2Dwarning%3Afocus%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23ec971f%3Bborder%2Dcolor%3A%23985f0d%7D%2Ebtn%2Dwarning%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23ec971f%3Bborder%2Dcolor%3A%23d58512%7D%2Ebtn%2Dwarning%2Eactive%2C%2Ebtn%2Dwarning%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dwarning%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23ec971f%3Bborder%2Dcolor%3A%23d58512%7D%2Ebtn%2Dwarning%2Eactive%2Efocus%2C%2Ebtn%2Dwarning%2Eactive%3Afocus%2C%2Ebtn%2Dwarning%2Eactive%3Ahover%2C%2Ebtn%2Dwarning%3Aactive%2Efocus%2C%2Ebtn%2Dwarning%3Aactive%3Afocus%2C%2Ebtn%2Dwarning%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dwarning%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dwarning%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dwarning%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23d58512%3Bborder%2Dcolor%3A%23985f0d%7D%2Ebtn%2Dwarning%2Eactive%2C%2Ebtn%2Dwarning%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dwarning%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Dwarning%2Edisabled%2C%2Ebtn%2Dwarning%2Edisabled%2Eactive%2C%2Ebtn%2Dwarning%2Edisabled%2Efocus%2C%2Ebtn%2Dwarning%2Edisabled%3Aactive%2C%2Ebtn%2Dwarning%2Edisabled%3Afocus%2C%2Ebtn%2Dwarning%2Edisabled%3Ahover%2C%2Ebtn%2Dwarning%5Bdisabled%5D%2C%2Ebtn%2Dwarning%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Dwarning%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Dwarning%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Dwarning%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Dwarning%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%3Ahover%7Bbackground%2Dcolor%3A%23f0ad4e%3Bborder%2Dcolor%3A%23eea236%7D%2Ebtn%2Dwarning%20%2Ebadge%7Bcolor%3A%23f0ad4e%3Bbackground%2Dcolor%3A%23fff%7D%2Ebtn%2Ddanger%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23d9534f%3Bborder%2Dcolor%3A%23d43f3a%7D%2Ebtn%2Ddanger%2Efocus%2C%2Ebtn%2Ddanger%3Afocus%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23c9302c%3Bborder%2Dcolor%3A%23761c19%7D%2Ebtn%2Ddanger%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23c9302c%3Bborder%2Dcolor%3A%23ac2925%7D%2Ebtn%2Ddanger%2Eactive%2C%2Ebtn%2Ddanger%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddanger%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23c9302c%3Bborder%2Dcolor%3A%23ac2925%7D%2Ebtn%2Ddanger%2Eactive%2Efocus%2C%2Ebtn%2Ddanger%2Eactive%3Afocus%2C%2Ebtn%2Ddanger%2Eactive%3Ahover%2C%2Ebtn%2Ddanger%3Aactive%2Efocus%2C%2Ebtn%2Ddanger%3Aactive%3Afocus%2C%2Ebtn%2Ddanger%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddanger%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddanger%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddanger%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23ac2925%3Bborder%2Dcolor%3A%23761c19%7D%2Ebtn%2Ddanger%2Eactive%2C%2Ebtn%2Ddanger%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddanger%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Ddanger%2Edisabled%2C%2Ebtn%2Ddanger%2Edisabled%2Eactive%2C%2Ebtn%2Ddanger%2Edisabled%2Efocus%2C%2Ebtn%2Ddanger%2Edisabled%3Aactive%2C%2Ebtn%2Ddanger%2Edisabled%3Afocus%2C%2Ebtn%2Ddanger%2Edisabled%3Ahover%2C%2Ebtn%2Ddanger%5Bdisabled%5D%2C%2Ebtn%2Ddanger%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Ddanger%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Ddanger%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Ddanger%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Ddanger%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%3Ahover%7Bbackground%2Dcolor%3A%23d9534f%3Bborder%2Dcolor%3A%23d43f3a%7D%2Ebtn%2Ddanger%20%2Ebadge%7Bcolor%3A%23d9534f%3Bbackground%2Dcolor%3A%23fff%7D%2Ebtn%2Dlink%7Bfont%2Dweight%3A400%3Bcolor%3A%23337ab7%3Bborder%2Dradius%3A0%7D%2Ebtn%2Dlink%2C%2Ebtn%2Dlink%2Eactive%2C%2Ebtn%2Dlink%3Aactive%2C%2Ebtn%2Dlink%5Bdisabled%5D%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dlink%7Bbackground%2Dcolor%3Atransparent%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7D%2Ebtn%2Dlink%2C%2Ebtn%2Dlink%3Aactive%2C%2Ebtn%2Dlink%3Afocus%2C%2Ebtn%2Dlink%3Ahover%7Bborder%2Dcolor%3Atransparent%7D%2Ebtn%2Dlink%3Afocus%2C%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%2323527c%3Btext%2Ddecoration%3Aunderline%3Bbackground%2Dcolor%3Atransparent%7D%2Ebtn%2Dlink%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Dlink%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dlink%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%23777%3Btext%2Ddecoration%3Anone%7D%2Ebtn%2Dgroup%2Dlg%3E%2Ebtn%2C%2Ebtn%2Dlg%7Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%3Bborder%2Dradius%3A6px%7D%2Ebtn%2Dgroup%2Dsm%3E%2Ebtn%2C%2Ebtn%2Dsm%7Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%3Bborder%2Dradius%3A3px%7D%2Ebtn%2Dgroup%2Dxs%3E%2Ebtn%2C%2Ebtn%2Dxs%7Bpadding%3A1px%205px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%3Bborder%2Dradius%3A3px%7D%2Ebtn%2Dblock%7Bdisplay%3Ablock%3Bwidth%3A100%25%7D%2Ebtn%2Dblock%2B%2Ebtn%2Dblock%7Bmargin%2Dtop%3A5px%7Dinput%5Btype%3Dbutton%5D%2Ebtn%2Dblock%2Cinput%5Btype%3Dreset%5D%2Ebtn%2Dblock%2Cinput%5Btype%3Dsubmit%5D%2Ebtn%2Dblock%7Bwidth%3A100%25%7D%2Efade%7Bopacity%3A0%3B%2Dwebkit%2Dtransition%3Aopacity%20%2E15s%20linear%3B%2Do%2Dtransition%3Aopacity%20%2E15s%20linear%3Btransition%3Aopacity%20%2E15s%20linear%7D%2Efade%2Ein%7Bopacity%3A1%7D%2Ecollapse%7Bdisplay%3Anone%7D%2Ecollapse%2Ein%7Bdisplay%3Ablock%7Dtr%2Ecollapse%2Ein%7Bdisplay%3Atable%2Drow%7Dtbody%2Ecollapse%2Ein%7Bdisplay%3Atable%2Drow%2Dgroup%7D%2Ecollapsing%7Bposition%3Arelative%3Bheight%3A0%3Boverflow%3Ahidden%3B%2Dwebkit%2Dtransition%2Dtiming%2Dfunction%3Aease%3B%2Do%2Dtransition%2Dtiming%2Dfunction%3Aease%3Btransition%2Dtiming%2Dfunction%3Aease%3B%2Dwebkit%2Dtransition%2Dduration%3A%2E35s%3B%2Do%2Dtransition%2Dduration%3A%2E35s%3Btransition%2Dduration%3A%2E35s%3B%2Dwebkit%2Dtransition%2Dproperty%3Aheight%2Cvisibility%3B%2Do%2Dtransition%2Dproperty%3Aheight%2Cvisibility%3Btransition%2Dproperty%3Aheight%2Cvisibility%7D%2Ecaret%7Bdisplay%3Ainline%2Dblock%3Bwidth%3A0%3Bheight%3A0%3Bmargin%2Dleft%3A2px%3Bvertical%2Dalign%3Amiddle%3Bborder%2Dtop%3A4px%20dashed%3Bborder%2Dtop%3A4px%20solid%5C9%3Bborder%2Dright%3A4px%20solid%20transparent%3Bborder%2Dleft%3A4px%20solid%20transparent%7D%2Edropdown%2C%2Edropup%7Bposition%3Arelative%7D%2Edropdown%2Dtoggle%3Afocus%7Boutline%3A0%7D%2Edropdown%2Dmenu%7Bposition%3Aabsolute%3Btop%3A100%25%3Bleft%3A0%3Bz%2Dindex%3A1000%3Bdisplay%3Anone%3Bfloat%3Aleft%3Bmin%2Dwidth%3A160px%3Bpadding%3A5px%200%3Bmargin%3A2px%200%200%3Bfont%2Dsize%3A14px%3Btext%2Dalign%3Aleft%3Blist%2Dstyle%3Anone%3Bbackground%2Dcolor%3A%23fff%3B%2Dwebkit%2Dbackground%2Dclip%3Apadding%2Dbox%3Bbackground%2Dclip%3Apadding%2Dbox%3Bborder%3A1px%20solid%20%23ccc%3Bborder%3A1px%20solid%20rgba%280%2C0%2C0%2C%2E15%29%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dbox%2Dshadow%3A0%206px%2012px%20rgba%280%2C0%2C0%2C%2E175%29%3Bbox%2Dshadow%3A0%206px%2012px%20rgba%280%2C0%2C0%2C%2E175%29%7D%2Edropdown%2Dmenu%2Epull%2Dright%7Bright%3A0%3Bleft%3Aauto%7D%2Edropdown%2Dmenu%20%2Edivider%7Bheight%3A1px%3Bmargin%3A9px%200%3Boverflow%3Ahidden%3Bbackground%2Dcolor%3A%23e5e5e5%7D%2Edropdown%2Dmenu%3Eli%3Ea%7Bdisplay%3Ablock%3Bpadding%3A3px%2020px%3Bclear%3Aboth%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23333%3Bwhite%2Dspace%3Anowrap%7D%2Edropdown%2Dmenu%3Eli%3Ea%3Afocus%2C%2Edropdown%2Dmenu%3Eli%3Ea%3Ahover%7Bcolor%3A%23262626%3Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23f5f5f5%7D%2Edropdown%2Dmenu%3E%2Eactive%3Ea%2C%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Afocus%2C%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Ahover%7Bcolor%3A%23fff%3Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23337ab7%3Boutline%3A0%7D%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%2C%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Afocus%2C%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23777%7D%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Afocus%2C%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Ahover%7Btext%2Ddecoration%3Anone%3Bcursor%3Anot%2Dallowed%3Bbackground%2Dcolor%3Atransparent%3Bbackground%2Dimage%3Anone%3Bfilter%3Aprogid%3ADXImageTransform%2EMicrosoft%2Egradient%28enabled%3Dfalse%29%7D%2Eopen%3E%2Edropdown%2Dmenu%7Bdisplay%3Ablock%7D%2Eopen%3Ea%7Boutline%3A0%7D%2Edropdown%2Dmenu%2Dright%7Bright%3A0%3Bleft%3Aauto%7D%2Edropdown%2Dmenu%2Dleft%7Bright%3Aauto%3Bleft%3A0%7D%2Edropdown%2Dheader%7Bdisplay%3Ablock%3Bpadding%3A3px%2020px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23777%3Bwhite%2Dspace%3Anowrap%7D%2Edropdown%2Dbackdrop%7Bposition%3Afixed%3Btop%3A0%3Bright%3A0%3Bbottom%3A0%3Bleft%3A0%3Bz%2Dindex%3A990%7D%2Epull%2Dright%3E%2Edropdown%2Dmenu%7Bright%3A0%3Bleft%3Aauto%7D%2Edropup%20%2Ecaret%2C%2Enavbar%2Dfixed%2Dbottom%20%2Edropdown%20%2Ecaret%7Bcontent%3A%22%22%3Bborder%2Dtop%3A0%3Bborder%2Dbottom%3A4px%20dashed%3Bborder%2Dbottom%3A4px%20solid%5C9%7D%2Edropup%20%2Edropdown%2Dmenu%2C%2Enavbar%2Dfixed%2Dbottom%20%2Edropdown%20%2Edropdown%2Dmenu%7Btop%3Aauto%3Bbottom%3A100%25%3Bmargin%2Dbottom%3A2px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dright%20%2Edropdown%2Dmenu%7Bright%3A0%3Bleft%3Aauto%7D%2Enavbar%2Dright%20%2Edropdown%2Dmenu%2Dleft%7Bright%3Aauto%3Bleft%3A0%7D%7D%2Ebtn%2Dgroup%2C%2Ebtn%2Dgroup%2Dvertical%7Bposition%3Arelative%3Bdisplay%3Ainline%2Dblock%3Bvertical%2Dalign%3Amiddle%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2C%2Ebtn%2Dgroup%3E%2Ebtn%7Bposition%3Arelative%3Bfloat%3Aleft%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Eactive%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Aactive%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Afocus%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Ahover%2C%2Ebtn%2Dgroup%3E%2Ebtn%2Eactive%2C%2Ebtn%2Dgroup%3E%2Ebtn%3Aactive%2C%2Ebtn%2Dgroup%3E%2Ebtn%3Afocus%2C%2Ebtn%2Dgroup%3E%2Ebtn%3Ahover%7Bz%2Dindex%3A2%7D%2Ebtn%2Dgroup%20%2Ebtn%2B%2Ebtn%2C%2Ebtn%2Dgroup%20%2Ebtn%2B%2Ebtn%2Dgroup%2C%2Ebtn%2Dgroup%20%2Ebtn%2Dgroup%2B%2Ebtn%2C%2Ebtn%2Dgroup%20%2Ebtn%2Dgroup%2B%2Ebtn%2Dgroup%7Bmargin%2Dleft%3A%2D1px%7D%2Ebtn%2Dtoolbar%7Bmargin%2Dleft%3A%2D5px%7D%2Ebtn%2Dtoolbar%20%2Ebtn%2C%2Ebtn%2Dtoolbar%20%2Ebtn%2Dgroup%2C%2Ebtn%2Dtoolbar%20%2Einput%2Dgroup%7Bfloat%3Aleft%7D%2Ebtn%2Dtoolbar%3E%2Ebtn%2C%2Ebtn%2Dtoolbar%3E%2Ebtn%2Dgroup%2C%2Ebtn%2Dtoolbar%3E%2Einput%2Dgroup%7Bmargin%2Dleft%3A5px%7D%2Ebtn%2Dgroup%3E%2Ebtn%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%3Anot%28%2Edropdown%2Dtoggle%29%7Bborder%2Dradius%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%3Afirst%2Dchild%7Bmargin%2Dleft%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%3Anot%28%2Edropdown%2Dtoggle%29%7Bborder%2Dtop%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dright%2Dradius%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%3Alast%2Dchild%3Anot%28%3Afirst%2Dchild%29%2C%2Ebtn%2Dgroup%3E%2Edropdown%2Dtoggle%3Anot%28%3Afirst%2Dchild%29%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%2Dgroup%7Bfloat%3Aleft%7D%2Ebtn%2Dgroup%3E%2Ebtn%2Dgroup%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%3E%2Ebtn%7Bborder%2Dradius%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%2Dgroup%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%3E%2Ebtn%3Alast%2Dchild%2C%2Ebtn%2Dgroup%3E%2Ebtn%2Dgroup%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%3E%2Edropdown%2Dtoggle%7Bborder%2Dtop%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dright%2Dradius%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%2Dgroup%3Alast%2Dchild%3Anot%28%3Afirst%2Dchild%29%3E%2Ebtn%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Ebtn%2Dgroup%20%2Edropdown%2Dtoggle%3Aactive%2C%2Ebtn%2Dgroup%2Eopen%20%2Edropdown%2Dtoggle%7Boutline%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%2B%2Edropdown%2Dtoggle%7Bpadding%2Dright%3A8px%3Bpadding%2Dleft%3A8px%7D%2Ebtn%2Dgroup%3E%2Ebtn%2Dlg%2B%2Edropdown%2Dtoggle%7Bpadding%2Dright%3A12px%3Bpadding%2Dleft%3A12px%7D%2Ebtn%2Dgroup%2Eopen%20%2Edropdown%2Dtoggle%7B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%203px%205px%20rgba%280%2C0%2C0%2C%2E125%29%3Bbox%2Dshadow%3Ainset%200%203px%205px%20rgba%280%2C0%2C0%2C%2E125%29%7D%2Ebtn%2Dgroup%2Eopen%20%2Edropdown%2Dtoggle%2Ebtn%2Dlink%7B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7D%2Ebtn%20%2Ecaret%7Bmargin%2Dleft%3A0%7D%2Ebtn%2Dlg%20%2Ecaret%7Bborder%2Dwidth%3A5px%205px%200%3Bborder%2Dbottom%2Dwidth%3A0%7D%2Edropup%20%2Ebtn%2Dlg%20%2Ecaret%7Bborder%2Dwidth%3A0%205px%205px%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3E%2Ebtn%7Bdisplay%3Ablock%3Bfloat%3Anone%3Bwidth%3A100%25%3Bmax%2Dwidth%3A100%25%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3E%2Ebtn%7Bfloat%3Anone%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2B%2Ebtn%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2B%2Ebtn%2Dgroup%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%2B%2Ebtn%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%2B%2Ebtn%2Dgroup%7Bmargin%2Dtop%3A%2D1px%3Bmargin%2Dleft%3A0%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%7Bborder%2Dradius%3A0%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%7Bborder%2Dtop%2Dright%2Dradius%3A4px%3Bborder%2Dbottom%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Alast%2Dchild%3Anot%28%3Afirst%2Dchild%29%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dtop%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A4px%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%3E%2Ebtn%7Bborder%2Dradius%3A0%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%3E%2Ebtn%3Alast%2Dchild%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%3E%2Edropdown%2Dtoggle%7Bborder%2Dbottom%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Alast%2Dchild%3Anot%28%3Afirst%2Dchild%29%3E%2Ebtn%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dtop%2Dright%2Dradius%3A0%7D%2Ebtn%2Dgroup%2Djustified%7Bdisplay%3Atable%3Bwidth%3A100%25%3Btable%2Dlayout%3Afixed%3Bborder%2Dcollapse%3Aseparate%7D%2Ebtn%2Dgroup%2Djustified%3E%2Ebtn%2C%2Ebtn%2Dgroup%2Djustified%3E%2Ebtn%2Dgroup%7Bdisplay%3Atable%2Dcell%3Bfloat%3Anone%3Bwidth%3A1%25%7D%2Ebtn%2Dgroup%2Djustified%3E%2Ebtn%2Dgroup%20%2Ebtn%7Bwidth%3A100%25%7D%2Ebtn%2Dgroup%2Djustified%3E%2Ebtn%2Dgroup%20%2Edropdown%2Dmenu%7Bleft%3Aauto%7D%5Bdata%2Dtoggle%3Dbuttons%5D%3E%2Ebtn%20input%5Btype%3Dcheckbox%5D%2C%5Bdata%2Dtoggle%3Dbuttons%5D%3E%2Ebtn%20input%5Btype%3Dradio%5D%2C%5Bdata%2Dtoggle%3Dbuttons%5D%3E%2Ebtn%2Dgroup%3E%2Ebtn%20input%5Btype%3Dcheckbox%5D%2C%5Bdata%2Dtoggle%3Dbuttons%5D%3E%2Ebtn%2Dgroup%3E%2Ebtn%20input%5Btype%3Dradio%5D%7Bposition%3Aabsolute%3Bclip%3Arect%280%2C0%2C0%2C0%29%3Bpointer%2Devents%3Anone%7D%2Einput%2Dgroup%7Bposition%3Arelative%3Bdisplay%3Atable%3Bborder%2Dcollapse%3Aseparate%7D%2Einput%2Dgroup%5Bclass%2A%3Dcol%2D%5D%7Bfloat%3Anone%3Bpadding%2Dright%3A0%3Bpadding%2Dleft%3A0%7D%2Einput%2Dgroup%20%2Eform%2Dcontrol%7Bposition%3Arelative%3Bz%2Dindex%3A2%3Bfloat%3Aleft%3Bwidth%3A100%25%3Bmargin%2Dbottom%3A0%7D%2Einput%2Dgroup%2Dlg%3E%2Eform%2Dcontrol%2C%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Daddon%2C%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3A46px%3Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%3Bborder%2Dradius%3A6px%7Dselect%2Einput%2Dgroup%2Dlg%3E%2Eform%2Dcontrol%2Cselect%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Daddon%2Cselect%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3A46px%3Bline%2Dheight%3A46px%7Dselect%5Bmultiple%5D%2Einput%2Dgroup%2Dlg%3E%2Eform%2Dcontrol%2Cselect%5Bmultiple%5D%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Daddon%2Cselect%5Bmultiple%5D%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%2Ctextarea%2Einput%2Dgroup%2Dlg%3E%2Eform%2Dcontrol%2Ctextarea%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Daddon%2Ctextarea%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3Aauto%7D%2Einput%2Dgroup%2Dsm%3E%2Eform%2Dcontrol%2C%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Daddon%2C%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3A30px%3Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%3Bborder%2Dradius%3A3px%7Dselect%2Einput%2Dgroup%2Dsm%3E%2Eform%2Dcontrol%2Cselect%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Daddon%2Cselect%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3A30px%3Bline%2Dheight%3A30px%7Dselect%5Bmultiple%5D%2Einput%2Dgroup%2Dsm%3E%2Eform%2Dcontrol%2Cselect%5Bmultiple%5D%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Daddon%2Cselect%5Bmultiple%5D%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%2Ctextarea%2Einput%2Dgroup%2Dsm%3E%2Eform%2Dcontrol%2Ctextarea%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Daddon%2Ctextarea%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3Aauto%7D%2Einput%2Dgroup%20%2Eform%2Dcontrol%2C%2Einput%2Dgroup%2Daddon%2C%2Einput%2Dgroup%2Dbtn%7Bdisplay%3Atable%2Dcell%7D%2Einput%2Dgroup%20%2Eform%2Dcontrol%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%2C%2Einput%2Dgroup%2Daddon%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%2C%2Einput%2Dgroup%2Dbtn%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%7Bborder%2Dradius%3A0%7D%2Einput%2Dgroup%2Daddon%2C%2Einput%2Dgroup%2Dbtn%7Bwidth%3A1%25%3Bwhite%2Dspace%3Anowrap%3Bvertical%2Dalign%3Amiddle%7D%2Einput%2Dgroup%2Daddon%7Bpadding%3A6px%2012px%3Bfont%2Dsize%3A14px%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%3Bcolor%3A%23555%3Btext%2Dalign%3Acenter%3Bbackground%2Dcolor%3A%23eee%3Bborder%3A1px%20solid%20%23ccc%3Bborder%2Dradius%3A4px%7D%2Einput%2Dgroup%2Daddon%2Einput%2Dsm%7Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bborder%2Dradius%3A3px%7D%2Einput%2Dgroup%2Daddon%2Einput%2Dlg%7Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bborder%2Dradius%3A6px%7D%2Einput%2Dgroup%2Daddon%20input%5Btype%3Dcheckbox%5D%2C%2Einput%2Dgroup%2Daddon%20input%5Btype%3Dradio%5D%7Bmargin%2Dtop%3A0%7D%2Einput%2Dgroup%20%2Eform%2Dcontrol%3Afirst%2Dchild%2C%2Einput%2Dgroup%2Daddon%3Afirst%2Dchild%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%2Dgroup%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Edropdown%2Dtoggle%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%2Dgroup%3Anot%28%3Alast%2Dchild%29%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%3Anot%28%3Alast%2Dchild%29%3Anot%28%2Edropdown%2Dtoggle%29%7Bborder%2Dtop%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dright%2Dradius%3A0%7D%2Einput%2Dgroup%2Daddon%3Afirst%2Dchild%7Bborder%2Dright%3A0%7D%2Einput%2Dgroup%20%2Eform%2Dcontrol%3Alast%2Dchild%2C%2Einput%2Dgroup%2Daddon%3Alast%2Dchild%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%2Dgroup%3Anot%28%3Afirst%2Dchild%29%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%3Anot%28%3Afirst%2Dchild%29%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%2Dgroup%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Edropdown%2Dtoggle%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Einput%2Dgroup%2Daddon%3Alast%2Dchild%7Bborder%2Dleft%3A0%7D%2Einput%2Dgroup%2Dbtn%7Bposition%3Arelative%3Bfont%2Dsize%3A0%3Bwhite%2Dspace%3Anowrap%7D%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bposition%3Arelative%7D%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%2B%2Ebtn%7Bmargin%2Dleft%3A%2D1px%7D%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%3Aactive%2C%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%3Afocus%2C%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%3Ahover%7Bz%2Dindex%3A2%7D%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%2Dgroup%7Bmargin%2Dright%3A%2D1px%7D%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%2Dgroup%7Bz%2Dindex%3A2%3Bmargin%2Dleft%3A%2D1px%7D%2Enav%7Bpadding%2Dleft%3A0%3Bmargin%2Dbottom%3A0%3Blist%2Dstyle%3Anone%7D%2Enav%3Eli%7Bposition%3Arelative%3Bdisplay%3Ablock%7D%2Enav%3Eli%3Ea%7Bposition%3Arelative%3Bdisplay%3Ablock%3Bpadding%3A10px%2015px%7D%2Enav%3Eli%3Ea%3Afocus%2C%2Enav%3Eli%3Ea%3Ahover%7Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23eee%7D%2Enav%3Eli%2Edisabled%3Ea%7Bcolor%3A%23777%7D%2Enav%3Eli%2Edisabled%3Ea%3Afocus%2C%2Enav%3Eli%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23777%3Btext%2Ddecoration%3Anone%3Bcursor%3Anot%2Dallowed%3Bbackground%2Dcolor%3Atransparent%7D%2Enav%20%2Eopen%3Ea%2C%2Enav%20%2Eopen%3Ea%3Afocus%2C%2Enav%20%2Eopen%3Ea%3Ahover%7Bbackground%2Dcolor%3A%23eee%3Bborder%2Dcolor%3A%23337ab7%7D%2Enav%20%2Enav%2Ddivider%7Bheight%3A1px%3Bmargin%3A9px%200%3Boverflow%3Ahidden%3Bbackground%2Dcolor%3A%23e5e5e5%7D%2Enav%3Eli%3Ea%3Eimg%7Bmax%2Dwidth%3Anone%7D%2Enav%2Dtabs%7Bborder%2Dbottom%3A1px%20solid%20%23ddd%7D%2Enav%2Dtabs%3Eli%7Bfloat%3Aleft%3Bmargin%2Dbottom%3A%2D1px%7D%2Enav%2Dtabs%3Eli%3Ea%7Bmargin%2Dright%3A2px%3Bline%2Dheight%3A1%2E42857143%3Bborder%3A1px%20solid%20transparent%3Bborder%2Dradius%3A4px%204px%200%200%7D%2Enav%2Dtabs%3Eli%3Ea%3Ahover%7Bborder%2Dcolor%3A%23eee%20%23eee%20%23ddd%7D%2Enav%2Dtabs%3Eli%2Eactive%3Ea%2C%2Enav%2Dtabs%3Eli%2Eactive%3Ea%3Afocus%2C%2Enav%2Dtabs%3Eli%2Eactive%3Ea%3Ahover%7Bcolor%3A%23555%3Bcursor%3Adefault%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%3Bborder%2Dbottom%2Dcolor%3Atransparent%7D%2Enav%2Dtabs%2Enav%2Djustified%7Bwidth%3A100%25%3Bborder%2Dbottom%3A0%7D%2Enav%2Dtabs%2Enav%2Djustified%3Eli%7Bfloat%3Anone%7D%2Enav%2Dtabs%2Enav%2Djustified%3Eli%3Ea%7Bmargin%2Dbottom%3A5px%3Btext%2Dalign%3Acenter%7D%2Enav%2Dtabs%2Enav%2Djustified%3E%2Edropdown%20%2Edropdown%2Dmenu%7Btop%3Aauto%3Bleft%3Aauto%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enav%2Dtabs%2Enav%2Djustified%3Eli%7Bdisplay%3Atable%2Dcell%3Bwidth%3A1%25%7D%2Enav%2Dtabs%2Enav%2Djustified%3Eli%3Ea%7Bmargin%2Dbottom%3A0%7D%7D%2Enav%2Dtabs%2Enav%2Djustified%3Eli%3Ea%7Bmargin%2Dright%3A0%3Bborder%2Dradius%3A4px%7D%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%2C%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%3Afocus%2C%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%3Ahover%7Bborder%3A1px%20solid%20%23ddd%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enav%2Dtabs%2Enav%2Djustified%3Eli%3Ea%7Bborder%2Dbottom%3A1px%20solid%20%23ddd%3Bborder%2Dradius%3A4px%204px%200%200%7D%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%2C%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%3Afocus%2C%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%3Ahover%7Bborder%2Dbottom%2Dcolor%3A%23fff%7D%7D%2Enav%2Dpills%3Eli%7Bfloat%3Aleft%7D%2Enav%2Dpills%3Eli%3Ea%7Bborder%2Dradius%3A4px%7D%2Enav%2Dpills%3Eli%2Bli%7Bmargin%2Dleft%3A2px%7D%2Enav%2Dpills%3Eli%2Eactive%3Ea%2C%2Enav%2Dpills%3Eli%2Eactive%3Ea%3Afocus%2C%2Enav%2Dpills%3Eli%2Eactive%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23337ab7%7D%2Enav%2Dstacked%3Eli%7Bfloat%3Anone%7D%2Enav%2Dstacked%3Eli%2Bli%7Bmargin%2Dtop%3A2px%3Bmargin%2Dleft%3A0%7D%2Enav%2Djustified%7Bwidth%3A100%25%7D%2Enav%2Djustified%3Eli%7Bfloat%3Anone%7D%2Enav%2Djustified%3Eli%3Ea%7Bmargin%2Dbottom%3A5px%3Btext%2Dalign%3Acenter%7D%2Enav%2Djustified%3E%2Edropdown%20%2Edropdown%2Dmenu%7Btop%3Aauto%3Bleft%3Aauto%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enav%2Djustified%3Eli%7Bdisplay%3Atable%2Dcell%3Bwidth%3A1%25%7D%2Enav%2Djustified%3Eli%3Ea%7Bmargin%2Dbottom%3A0%7D%7D%2Enav%2Dtabs%2Djustified%7Bborder%2Dbottom%3A0%7D%2Enav%2Dtabs%2Djustified%3Eli%3Ea%7Bmargin%2Dright%3A0%3Bborder%2Dradius%3A4px%7D%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%2C%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%3Afocus%2C%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%3Ahover%7Bborder%3A1px%20solid%20%23ddd%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enav%2Dtabs%2Djustified%3Eli%3Ea%7Bborder%2Dbottom%3A1px%20solid%20%23ddd%3Bborder%2Dradius%3A4px%204px%200%200%7D%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%2C%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%3Afocus%2C%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%3Ahover%7Bborder%2Dbottom%2Dcolor%3A%23fff%7D%7D%2Etab%2Dcontent%3E%2Etab%2Dpane%7Bdisplay%3Anone%7D%2Etab%2Dcontent%3E%2Eactive%7Bdisplay%3Ablock%7D%2Enav%2Dtabs%20%2Edropdown%2Dmenu%7Bmargin%2Dtop%3A%2D1px%3Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dtop%2Dright%2Dradius%3A0%7D%2Enavbar%7Bposition%3Arelative%3Bmin%2Dheight%3A50px%3Bmargin%2Dbottom%3A20px%3Bborder%3A1px%20solid%20transparent%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%7Bborder%2Dradius%3A4px%7D%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dheader%7Bfloat%3Aleft%7D%7D%2Enavbar%2Dcollapse%7Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A15px%3Boverflow%2Dx%3Avisible%3B%2Dwebkit%2Doverflow%2Dscrolling%3Atouch%3Bborder%2Dtop%3A1px%20solid%20transparent%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%3Bbox%2Dshadow%3Ainset%200%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%7D%2Enavbar%2Dcollapse%2Ein%7Boverflow%2Dy%3Aauto%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dcollapse%7Bwidth%3Aauto%3Bborder%2Dtop%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7D%2Enavbar%2Dcollapse%2Ecollapse%7Bdisplay%3Ablock%21important%3Bheight%3Aauto%21important%3Bpadding%2Dbottom%3A0%3Boverflow%3Avisible%21important%7D%2Enavbar%2Dcollapse%2Ein%7Boverflow%2Dy%3Avisible%7D%2Enavbar%2Dfixed%2Dbottom%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Dfixed%2Dtop%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Dstatic%2Dtop%20%2Enavbar%2Dcollapse%7Bpadding%2Dright%3A0%3Bpadding%2Dleft%3A0%7D%7D%2Enavbar%2Dfixed%2Dbottom%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Dfixed%2Dtop%20%2Enavbar%2Dcollapse%7Bmax%2Dheight%3A340px%7D%40media%20%28max%2Ddevice%2Dwidth%3A480px%29%20and%20%28orientation%3Alandscape%29%7B%2Enavbar%2Dfixed%2Dbottom%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Dfixed%2Dtop%20%2Enavbar%2Dcollapse%7Bmax%2Dheight%3A200px%7D%7D%2Econtainer%2Dfluid%3E%2Enavbar%2Dcollapse%2C%2Econtainer%2Dfluid%3E%2Enavbar%2Dheader%2C%2Econtainer%3E%2Enavbar%2Dcollapse%2C%2Econtainer%3E%2Enavbar%2Dheader%7Bmargin%2Dright%3A%2D15px%3Bmargin%2Dleft%3A%2D15px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Econtainer%2Dfluid%3E%2Enavbar%2Dcollapse%2C%2Econtainer%2Dfluid%3E%2Enavbar%2Dheader%2C%2Econtainer%3E%2Enavbar%2Dcollapse%2C%2Econtainer%3E%2Enavbar%2Dheader%7Bmargin%2Dright%3A0%3Bmargin%2Dleft%3A0%7D%7D%2Enavbar%2Dstatic%2Dtop%7Bz%2Dindex%3A1000%3Bborder%2Dwidth%3A0%200%201px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dstatic%2Dtop%7Bborder%2Dradius%3A0%7D%7D%2Enavbar%2Dfixed%2Dbottom%2C%2Enavbar%2Dfixed%2Dtop%7Bposition%3Afixed%3Bright%3A0%3Bleft%3A0%3Bz%2Dindex%3A1030%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dfixed%2Dbottom%2C%2Enavbar%2Dfixed%2Dtop%7Bborder%2Dradius%3A0%7D%7D%2Enavbar%2Dfixed%2Dtop%7Btop%3A0%3Bborder%2Dwidth%3A0%200%201px%7D%2Enavbar%2Dfixed%2Dbottom%7Bbottom%3A0%3Bmargin%2Dbottom%3A0%3Bborder%2Dwidth%3A1px%200%200%7D%2Enavbar%2Dbrand%7Bfloat%3Aleft%3Bheight%3A50px%3Bpadding%3A15px%2015px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A20px%7D%2Enavbar%2Dbrand%3Afocus%2C%2Enavbar%2Dbrand%3Ahover%7Btext%2Ddecoration%3Anone%7D%2Enavbar%2Dbrand%3Eimg%7Bdisplay%3Ablock%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%3E%2Econtainer%20%2Enavbar%2Dbrand%2C%2Enavbar%3E%2Econtainer%2Dfluid%20%2Enavbar%2Dbrand%7Bmargin%2Dleft%3A%2D15px%7D%7D%2Enavbar%2Dtoggle%7Bposition%3Arelative%3Bfloat%3Aright%3Bpadding%3A9px%2010px%3Bmargin%2Dtop%3A8px%3Bmargin%2Dright%3A15px%3Bmargin%2Dbottom%3A8px%3Bbackground%2Dcolor%3Atransparent%3Bbackground%2Dimage%3Anone%3Bborder%3A1px%20solid%20transparent%3Bborder%2Dradius%3A4px%7D%2Enavbar%2Dtoggle%3Afocus%7Boutline%3A0%7D%2Enavbar%2Dtoggle%20%2Eicon%2Dbar%7Bdisplay%3Ablock%3Bwidth%3A22px%3Bheight%3A2px%3Bborder%2Dradius%3A1px%7D%2Enavbar%2Dtoggle%20%2Eicon%2Dbar%2B%2Eicon%2Dbar%7Bmargin%2Dtop%3A4px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dtoggle%7Bdisplay%3Anone%7D%7D%2Enavbar%2Dnav%7Bmargin%3A7%2E5px%20%2D15px%7D%2Enavbar%2Dnav%3Eli%3Ea%7Bpadding%2Dtop%3A10px%3Bpadding%2Dbottom%3A10px%3Bline%2Dheight%3A20px%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%7Bposition%3Astatic%3Bfloat%3Anone%3Bwidth%3Aauto%3Bmargin%2Dtop%3A0%3Bbackground%2Dcolor%3Atransparent%3Bborder%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7D%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%20%2Edropdown%2Dheader%2C%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%7Bpadding%3A5px%2015px%205px%2025px%7D%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%7Bline%2Dheight%3A20px%7D%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Afocus%2C%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Ahover%7Bbackground%2Dimage%3Anone%7D%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dnav%7Bfloat%3Aleft%3Bmargin%3A0%7D%2Enavbar%2Dnav%3Eli%7Bfloat%3Aleft%7D%2Enavbar%2Dnav%3Eli%3Ea%7Bpadding%2Dtop%3A15px%3Bpadding%2Dbottom%3A15px%7D%7D%2Enavbar%2Dform%7Bpadding%3A10px%2015px%3Bmargin%2Dtop%3A8px%3Bmargin%2Dright%3A%2D15px%3Bmargin%2Dbottom%3A8px%3Bmargin%2Dleft%3A%2D15px%3Bborder%2Dtop%3A1px%20solid%20transparent%3Bborder%2Dbottom%3A1px%20solid%20transparent%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%2C0%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%3Bbox%2Dshadow%3Ainset%200%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%2C0%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dform%20%2Eform%2Dgroup%7Bdisplay%3Ainline%2Dblock%3Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Enavbar%2Dform%20%2Eform%2Dcontrol%7Bdisplay%3Ainline%2Dblock%3Bwidth%3Aauto%3Bvertical%2Dalign%3Amiddle%7D%2Enavbar%2Dform%20%2Eform%2Dcontrol%2Dstatic%7Bdisplay%3Ainline%2Dblock%7D%2Enavbar%2Dform%20%2Einput%2Dgroup%7Bdisplay%3Ainline%2Dtable%3Bvertical%2Dalign%3Amiddle%7D%2Enavbar%2Dform%20%2Einput%2Dgroup%20%2Eform%2Dcontrol%2C%2Enavbar%2Dform%20%2Einput%2Dgroup%20%2Einput%2Dgroup%2Daddon%2C%2Enavbar%2Dform%20%2Einput%2Dgroup%20%2Einput%2Dgroup%2Dbtn%7Bwidth%3Aauto%7D%2Enavbar%2Dform%20%2Einput%2Dgroup%3E%2Eform%2Dcontrol%7Bwidth%3A100%25%7D%2Enavbar%2Dform%20%2Econtrol%2Dlabel%7Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Enavbar%2Dform%20%2Echeckbox%2C%2Enavbar%2Dform%20%2Eradio%7Bdisplay%3Ainline%2Dblock%3Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Enavbar%2Dform%20%2Echeckbox%20label%2C%2Enavbar%2Dform%20%2Eradio%20label%7Bpadding%2Dleft%3A0%7D%2Enavbar%2Dform%20%2Echeckbox%20input%5Btype%3Dcheckbox%5D%2C%2Enavbar%2Dform%20%2Eradio%20input%5Btype%3Dradio%5D%7Bposition%3Arelative%3Bmargin%2Dleft%3A0%7D%2Enavbar%2Dform%20%2Ehas%2Dfeedback%20%2Eform%2Dcontrol%2Dfeedback%7Btop%3A0%7D%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Enavbar%2Dform%20%2Eform%2Dgroup%7Bmargin%2Dbottom%3A5px%7D%2Enavbar%2Dform%20%2Eform%2Dgroup%3Alast%2Dchild%7Bmargin%2Dbottom%3A0%7D%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dform%7Bwidth%3Aauto%3Bpadding%2Dtop%3A0%3Bpadding%2Dbottom%3A0%3Bmargin%2Dright%3A0%3Bmargin%2Dleft%3A0%3Bborder%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7D%7D%2Enavbar%2Dnav%3Eli%3E%2Edropdown%2Dmenu%7Bmargin%2Dtop%3A0%3Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dtop%2Dright%2Dradius%3A0%7D%2Enavbar%2Dfixed%2Dbottom%20%2Enavbar%2Dnav%3Eli%3E%2Edropdown%2Dmenu%7Bmargin%2Dbottom%3A0%3Bborder%2Dtop%2Dleft%2Dradius%3A4px%3Bborder%2Dtop%2Dright%2Dradius%3A4px%3Bborder%2Dbottom%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Enavbar%2Dbtn%7Bmargin%2Dtop%3A8px%3Bmargin%2Dbottom%3A8px%7D%2Enavbar%2Dbtn%2Ebtn%2Dsm%7Bmargin%2Dtop%3A10px%3Bmargin%2Dbottom%3A10px%7D%2Enavbar%2Dbtn%2Ebtn%2Dxs%7Bmargin%2Dtop%3A14px%3Bmargin%2Dbottom%3A14px%7D%2Enavbar%2Dtext%7Bmargin%2Dtop%3A15px%3Bmargin%2Dbottom%3A15px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dtext%7Bfloat%3Aleft%3Bmargin%2Dright%3A15px%3Bmargin%2Dleft%3A15px%7D%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dleft%7Bfloat%3Aleft%21important%7D%2Enavbar%2Dright%7Bfloat%3Aright%21important%3Bmargin%2Dright%3A%2D15px%7D%2Enavbar%2Dright%7E%2Enavbar%2Dright%7Bmargin%2Dright%3A0%7D%7D%2Enavbar%2Ddefault%7Bbackground%2Dcolor%3A%23f8f8f8%3Bborder%2Dcolor%3A%23e7e7e7%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dbrand%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dbrand%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dbrand%3Ahover%7Bcolor%3A%235e5e5e%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dtext%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3Eli%3Ea%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3Eli%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3Eli%3Ea%3Ahover%7Bcolor%3A%23333%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%3Ahover%7Bcolor%3A%23555%3Bbackground%2Dcolor%3A%23e7e7e7%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23ccc%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dtoggle%7Bborder%2Dcolor%3A%23ddd%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dtoggle%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dtoggle%3Ahover%7Bbackground%2Dcolor%3A%23ddd%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dtoggle%20%2Eicon%2Dbar%7Bbackground%2Dcolor%3A%23888%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dform%7Bborder%2Dcolor%3A%23e7e7e7%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%3Ahover%7Bcolor%3A%23555%3Bbackground%2Dcolor%3A%23e7e7e7%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Ahover%7Bcolor%3A%23333%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Ahover%7Bcolor%3A%23555%3Bbackground%2Dcolor%3A%23e7e7e7%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23ccc%3Bbackground%2Dcolor%3Atransparent%7D%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dlink%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dlink%3Ahover%7Bcolor%3A%23333%7D%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%3Afocus%2C%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%23333%7D%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%5Bdisabled%5D%3Afocus%2C%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%23ccc%7D%2Enavbar%2Dinverse%7Bbackground%2Dcolor%3A%23222%3Bborder%2Dcolor%3A%23080808%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dbrand%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dbrand%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dbrand%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dtext%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3Eli%3Ea%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3Eli%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3Eli%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23080808%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23444%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dtoggle%7Bborder%2Dcolor%3A%23333%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dtoggle%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dtoggle%3Ahover%7Bbackground%2Dcolor%3A%23333%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dtoggle%20%2Eicon%2Dbar%7Bbackground%2Dcolor%3A%23fff%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dform%7Bborder%2Dcolor%3A%23101010%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23080808%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edropdown%2Dheader%7Bborder%2Dcolor%3A%23080808%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%20%2Edivider%7Bbackground%2Dcolor%3A%23080808%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23080808%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23444%3Bbackground%2Dcolor%3Atransparent%7D%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dlink%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dlink%3Ahover%7Bcolor%3A%23fff%7D%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%3Afocus%2C%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%23fff%7D%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%5Bdisabled%5D%3Afocus%2C%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%23444%7D%2Ebreadcrumb%7Bpadding%3A8px%2015px%3Bmargin%2Dbottom%3A20px%3Blist%2Dstyle%3Anone%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%2Dradius%3A4px%7D%2Ebreadcrumb%3Eli%7Bdisplay%3Ainline%2Dblock%7D%2Ebreadcrumb%3Eli%2Bli%3Abefore%7Bpadding%3A0%205px%3Bcolor%3A%23ccc%3Bcontent%3A%22%2F%5C00a0%22%7D%2Ebreadcrumb%3E%2Eactive%7Bcolor%3A%23777%7D%2Epagination%7Bdisplay%3Ainline%2Dblock%3Bpadding%2Dleft%3A0%3Bmargin%3A20px%200%3Bborder%2Dradius%3A4px%7D%2Epagination%3Eli%7Bdisplay%3Ainline%7D%2Epagination%3Eli%3Ea%2C%2Epagination%3Eli%3Espan%7Bposition%3Arelative%3Bfloat%3Aleft%3Bpadding%3A6px%2012px%3Bmargin%2Dleft%3A%2D1px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23337ab7%3Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%7D%2Epagination%3Eli%3Afirst%2Dchild%3Ea%2C%2Epagination%3Eli%3Afirst%2Dchild%3Espan%7Bmargin%2Dleft%3A0%3Bborder%2Dtop%2Dleft%2Dradius%3A4px%3Bborder%2Dbottom%2Dleft%2Dradius%3A4px%7D%2Epagination%3Eli%3Alast%2Dchild%3Ea%2C%2Epagination%3Eli%3Alast%2Dchild%3Espan%7Bborder%2Dtop%2Dright%2Dradius%3A4px%3Bborder%2Dbottom%2Dright%2Dradius%3A4px%7D%2Epagination%3Eli%3Ea%3Afocus%2C%2Epagination%3Eli%3Ea%3Ahover%2C%2Epagination%3Eli%3Espan%3Afocus%2C%2Epagination%3Eli%3Espan%3Ahover%7Bz%2Dindex%3A3%3Bcolor%3A%2323527c%3Bbackground%2Dcolor%3A%23eee%3Bborder%2Dcolor%3A%23ddd%7D%2Epagination%3E%2Eactive%3Ea%2C%2Epagination%3E%2Eactive%3Ea%3Afocus%2C%2Epagination%3E%2Eactive%3Ea%3Ahover%2C%2Epagination%3E%2Eactive%3Espan%2C%2Epagination%3E%2Eactive%3Espan%3Afocus%2C%2Epagination%3E%2Eactive%3Espan%3Ahover%7Bz%2Dindex%3A2%3Bcolor%3A%23fff%3Bcursor%3Adefault%3Bbackground%2Dcolor%3A%23337ab7%3Bborder%2Dcolor%3A%23337ab7%7D%2Epagination%3E%2Edisabled%3Ea%2C%2Epagination%3E%2Edisabled%3Ea%3Afocus%2C%2Epagination%3E%2Edisabled%3Ea%3Ahover%2C%2Epagination%3E%2Edisabled%3Espan%2C%2Epagination%3E%2Edisabled%3Espan%3Afocus%2C%2Epagination%3E%2Edisabled%3Espan%3Ahover%7Bcolor%3A%23777%3Bcursor%3Anot%2Dallowed%3Bbackground%2Dcolor%3A%23fff%3Bborder%2Dcolor%3A%23ddd%7D%2Epagination%2Dlg%3Eli%3Ea%2C%2Epagination%2Dlg%3Eli%3Espan%7Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%7D%2Epagination%2Dlg%3Eli%3Afirst%2Dchild%3Ea%2C%2Epagination%2Dlg%3Eli%3Afirst%2Dchild%3Espan%7Bborder%2Dtop%2Dleft%2Dradius%3A6px%3Bborder%2Dbottom%2Dleft%2Dradius%3A6px%7D%2Epagination%2Dlg%3Eli%3Alast%2Dchild%3Ea%2C%2Epagination%2Dlg%3Eli%3Alast%2Dchild%3Espan%7Bborder%2Dtop%2Dright%2Dradius%3A6px%3Bborder%2Dbottom%2Dright%2Dradius%3A6px%7D%2Epagination%2Dsm%3Eli%3Ea%2C%2Epagination%2Dsm%3Eli%3Espan%7Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%7D%2Epagination%2Dsm%3Eli%3Afirst%2Dchild%3Ea%2C%2Epagination%2Dsm%3Eli%3Afirst%2Dchild%3Espan%7Bborder%2Dtop%2Dleft%2Dradius%3A3px%3Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epagination%2Dsm%3Eli%3Alast%2Dchild%3Ea%2C%2Epagination%2Dsm%3Eli%3Alast%2Dchild%3Espan%7Bborder%2Dtop%2Dright%2Dradius%3A3px%3Bborder%2Dbottom%2Dright%2Dradius%3A3px%7D%2Epager%7Bpadding%2Dleft%3A0%3Bmargin%3A20px%200%3Btext%2Dalign%3Acenter%3Blist%2Dstyle%3Anone%7D%2Epager%20li%7Bdisplay%3Ainline%7D%2Epager%20li%3Ea%2C%2Epager%20li%3Espan%7Bdisplay%3Ainline%2Dblock%3Bpadding%3A5px%2014px%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%3Bborder%2Dradius%3A15px%7D%2Epager%20li%3Ea%3Afocus%2C%2Epager%20li%3Ea%3Ahover%7Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23eee%7D%2Epager%20%2Enext%3Ea%2C%2Epager%20%2Enext%3Espan%7Bfloat%3Aright%7D%2Epager%20%2Eprevious%3Ea%2C%2Epager%20%2Eprevious%3Espan%7Bfloat%3Aleft%7D%2Epager%20%2Edisabled%3Ea%2C%2Epager%20%2Edisabled%3Ea%3Afocus%2C%2Epager%20%2Edisabled%3Ea%3Ahover%2C%2Epager%20%2Edisabled%3Espan%7Bcolor%3A%23777%3Bcursor%3Anot%2Dallowed%3Bbackground%2Dcolor%3A%23fff%7D%2Elabel%7Bdisplay%3Ainline%3Bpadding%3A%2E2em%20%2E6em%20%2E3em%3Bfont%2Dsize%3A75%25%3Bfont%2Dweight%3A700%3Bline%2Dheight%3A1%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Bwhite%2Dspace%3Anowrap%3Bvertical%2Dalign%3Abaseline%3Bborder%2Dradius%3A%2E25em%7Da%2Elabel%3Afocus%2Ca%2Elabel%3Ahover%7Bcolor%3A%23fff%3Btext%2Ddecoration%3Anone%3Bcursor%3Apointer%7D%2Elabel%3Aempty%7Bdisplay%3Anone%7D%2Ebtn%20%2Elabel%7Bposition%3Arelative%3Btop%3A%2D1px%7D%2Elabel%2Ddefault%7Bbackground%2Dcolor%3A%23777%7D%2Elabel%2Ddefault%5Bhref%5D%3Afocus%2C%2Elabel%2Ddefault%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%235e5e5e%7D%2Elabel%2Dprimary%7Bbackground%2Dcolor%3A%23337ab7%7D%2Elabel%2Dprimary%5Bhref%5D%3Afocus%2C%2Elabel%2Dprimary%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%23286090%7D%2Elabel%2Dsuccess%7Bbackground%2Dcolor%3A%235cb85c%7D%2Elabel%2Dsuccess%5Bhref%5D%3Afocus%2C%2Elabel%2Dsuccess%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%23449d44%7D%2Elabel%2Dinfo%7Bbackground%2Dcolor%3A%235bc0de%7D%2Elabel%2Dinfo%5Bhref%5D%3Afocus%2C%2Elabel%2Dinfo%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%2331b0d5%7D%2Elabel%2Dwarning%7Bbackground%2Dcolor%3A%23f0ad4e%7D%2Elabel%2Dwarning%5Bhref%5D%3Afocus%2C%2Elabel%2Dwarning%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%23ec971f%7D%2Elabel%2Ddanger%7Bbackground%2Dcolor%3A%23d9534f%7D%2Elabel%2Ddanger%5Bhref%5D%3Afocus%2C%2Elabel%2Ddanger%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%23c9302c%7D%2Ebadge%7Bdisplay%3Ainline%2Dblock%3Bmin%2Dwidth%3A10px%3Bpadding%3A3px%207px%3Bfont%2Dsize%3A12px%3Bfont%2Dweight%3A700%3Bline%2Dheight%3A1%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Bwhite%2Dspace%3Anowrap%3Bvertical%2Dalign%3Amiddle%3Bbackground%2Dcolor%3A%23777%3Bborder%2Dradius%3A10px%7D%2Ebadge%3Aempty%7Bdisplay%3Anone%7D%2Ebtn%20%2Ebadge%7Bposition%3Arelative%3Btop%3A%2D1px%7D%2Ebtn%2Dgroup%2Dxs%3E%2Ebtn%20%2Ebadge%2C%2Ebtn%2Dxs%20%2Ebadge%7Btop%3A0%3Bpadding%3A1px%205px%7Da%2Ebadge%3Afocus%2Ca%2Ebadge%3Ahover%7Bcolor%3A%23fff%3Btext%2Ddecoration%3Anone%3Bcursor%3Apointer%7D%2Elist%2Dgroup%2Ditem%2Eactive%3E%2Ebadge%2C%2Enav%2Dpills%3E%2Eactive%3Ea%3E%2Ebadge%7Bcolor%3A%23337ab7%3Bbackground%2Dcolor%3A%23fff%7D%2Elist%2Dgroup%2Ditem%3E%2Ebadge%7Bfloat%3Aright%7D%2Elist%2Dgroup%2Ditem%3E%2Ebadge%2B%2Ebadge%7Bmargin%2Dright%3A5px%7D%2Enav%2Dpills%3Eli%3Ea%3E%2Ebadge%7Bmargin%2Dleft%3A3px%7D%2Ejumbotron%7Bpadding%2Dtop%3A30px%3Bpadding%2Dbottom%3A30px%3Bmargin%2Dbottom%3A30px%3Bcolor%3Ainherit%3Bbackground%2Dcolor%3A%23eee%7D%2Ejumbotron%20%2Eh1%2C%2Ejumbotron%20h1%7Bcolor%3Ainherit%7D%2Ejumbotron%20p%7Bmargin%2Dbottom%3A15px%3Bfont%2Dsize%3A21px%3Bfont%2Dweight%3A200%7D%2Ejumbotron%3Ehr%7Bborder%2Dtop%2Dcolor%3A%23d5d5d5%7D%2Econtainer%20%2Ejumbotron%2C%2Econtainer%2Dfluid%20%2Ejumbotron%7Bborder%2Dradius%3A6px%7D%2Ejumbotron%20%2Econtainer%7Bmax%2Dwidth%3A100%25%7D%40media%20screen%20and%20%28min%2Dwidth%3A768px%29%7B%2Ejumbotron%7Bpadding%2Dtop%3A48px%3Bpadding%2Dbottom%3A48px%7D%2Econtainer%20%2Ejumbotron%2C%2Econtainer%2Dfluid%20%2Ejumbotron%7Bpadding%2Dright%3A60px%3Bpadding%2Dleft%3A60px%7D%2Ejumbotron%20%2Eh1%2C%2Ejumbotron%20h1%7Bfont%2Dsize%3A63px%7D%7D%2Ethumbnail%7Bdisplay%3Ablock%3Bpadding%3A4px%3Bmargin%2Dbottom%3A20px%3Bline%2Dheight%3A1%2E42857143%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dtransition%3Aborder%20%2E2s%20ease%2Din%2Dout%3B%2Do%2Dtransition%3Aborder%20%2E2s%20ease%2Din%2Dout%3Btransition%3Aborder%20%2E2s%20ease%2Din%2Dout%7D%2Ethumbnail%20a%3Eimg%2C%2Ethumbnail%3Eimg%7Bmargin%2Dright%3Aauto%3Bmargin%2Dleft%3Aauto%7Da%2Ethumbnail%2Eactive%2Ca%2Ethumbnail%3Afocus%2Ca%2Ethumbnail%3Ahover%7Bborder%2Dcolor%3A%23337ab7%7D%2Ethumbnail%20%2Ecaption%7Bpadding%3A9px%3Bcolor%3A%23333%7D%2Ealert%7Bpadding%3A15px%3Bmargin%2Dbottom%3A20px%3Bborder%3A1px%20solid%20transparent%3Bborder%2Dradius%3A4px%7D%2Ealert%20h4%7Bmargin%2Dtop%3A0%3Bcolor%3Ainherit%7D%2Ealert%20%2Ealert%2Dlink%7Bfont%2Dweight%3A700%7D%2Ealert%3Ep%2C%2Ealert%3Eul%7Bmargin%2Dbottom%3A0%7D%2Ealert%3Ep%2Bp%7Bmargin%2Dtop%3A5px%7D%2Ealert%2Ddismissable%2C%2Ealert%2Ddismissible%7Bpadding%2Dright%3A35px%7D%2Ealert%2Ddismissable%20%2Eclose%2C%2Ealert%2Ddismissible%20%2Eclose%7Bposition%3Arelative%3Btop%3A%2D2px%3Bright%3A%2D21px%3Bcolor%3Ainherit%7D%2Ealert%2Dsuccess%7Bcolor%3A%233c763d%3Bbackground%2Dcolor%3A%23dff0d8%3Bborder%2Dcolor%3A%23d6e9c6%7D%2Ealert%2Dsuccess%20hr%7Bborder%2Dtop%2Dcolor%3A%23c9e2b3%7D%2Ealert%2Dsuccess%20%2Ealert%2Dlink%7Bcolor%3A%232b542c%7D%2Ealert%2Dinfo%7Bcolor%3A%2331708f%3Bbackground%2Dcolor%3A%23d9edf7%3Bborder%2Dcolor%3A%23bce8f1%7D%2Ealert%2Dinfo%20hr%7Bborder%2Dtop%2Dcolor%3A%23a6e1ec%7D%2Ealert%2Dinfo%20%2Ealert%2Dlink%7Bcolor%3A%23245269%7D%2Ealert%2Dwarning%7Bcolor%3A%238a6d3b%3Bbackground%2Dcolor%3A%23fcf8e3%3Bborder%2Dcolor%3A%23faebcc%7D%2Ealert%2Dwarning%20hr%7Bborder%2Dtop%2Dcolor%3A%23f7e1b5%7D%2Ealert%2Dwarning%20%2Ealert%2Dlink%7Bcolor%3A%2366512c%7D%2Ealert%2Ddanger%7Bcolor%3A%23a94442%3Bbackground%2Dcolor%3A%23f2dede%3Bborder%2Dcolor%3A%23ebccd1%7D%2Ealert%2Ddanger%20hr%7Bborder%2Dtop%2Dcolor%3A%23e4b9c0%7D%2Ealert%2Ddanger%20%2Ealert%2Dlink%7Bcolor%3A%23843534%7D%40%2Dwebkit%2Dkeyframes%20progress%2Dbar%2Dstripes%7Bfrom%7Bbackground%2Dposition%3A40px%200%7Dto%7Bbackground%2Dposition%3A0%200%7D%7D%40%2Do%2Dkeyframes%20progress%2Dbar%2Dstripes%7Bfrom%7Bbackground%2Dposition%3A40px%200%7Dto%7Bbackground%2Dposition%3A0%200%7D%7D%40keyframes%20progress%2Dbar%2Dstripes%7Bfrom%7Bbackground%2Dposition%3A40px%200%7Dto%7Bbackground%2Dposition%3A0%200%7D%7D%2Eprogress%7Bheight%3A20px%3Bmargin%2Dbottom%3A20px%3Boverflow%3Ahidden%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%202px%20rgba%280%2C0%2C0%2C%2E1%29%3Bbox%2Dshadow%3Ainset%200%201px%202px%20rgba%280%2C0%2C0%2C%2E1%29%7D%2Eprogress%2Dbar%7Bfloat%3Aleft%3Bwidth%3A0%3Bheight%3A100%25%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A20px%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Bbackground%2Dcolor%3A%23337ab7%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%20%2D1px%200%20rgba%280%2C0%2C0%2C%2E15%29%3Bbox%2Dshadow%3Ainset%200%20%2D1px%200%20rgba%280%2C0%2C0%2C%2E15%29%3B%2Dwebkit%2Dtransition%3Awidth%20%2E6s%20ease%3B%2Do%2Dtransition%3Awidth%20%2E6s%20ease%3Btransition%3Awidth%20%2E6s%20ease%7D%2Eprogress%2Dbar%2Dstriped%2C%2Eprogress%2Dstriped%20%2Eprogress%2Dbar%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3Alinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3B%2Dwebkit%2Dbackground%2Dsize%3A40px%2040px%3Bbackground%2Dsize%3A40px%2040px%7D%2Eprogress%2Dbar%2Eactive%2C%2Eprogress%2Eactive%20%2Eprogress%2Dbar%7B%2Dwebkit%2Danimation%3Aprogress%2Dbar%2Dstripes%202s%20linear%20infinite%3B%2Do%2Danimation%3Aprogress%2Dbar%2Dstripes%202s%20linear%20infinite%3Banimation%3Aprogress%2Dbar%2Dstripes%202s%20linear%20infinite%7D%2Eprogress%2Dbar%2Dsuccess%7Bbackground%2Dcolor%3A%235cb85c%7D%2Eprogress%2Dstriped%20%2Eprogress%2Dbar%2Dsuccess%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3Alinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%7D%2Eprogress%2Dbar%2Dinfo%7Bbackground%2Dcolor%3A%235bc0de%7D%2Eprogress%2Dstriped%20%2Eprogress%2Dbar%2Dinfo%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3Alinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%7D%2Eprogress%2Dbar%2Dwarning%7Bbackground%2Dcolor%3A%23f0ad4e%7D%2Eprogress%2Dstriped%20%2Eprogress%2Dbar%2Dwarning%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3Alinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%7D%2Eprogress%2Dbar%2Ddanger%7Bbackground%2Dcolor%3A%23d9534f%7D%2Eprogress%2Dstriped%20%2Eprogress%2Dbar%2Ddanger%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3Alinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%7D%2Emedia%7Bmargin%2Dtop%3A15px%7D%2Emedia%3Afirst%2Dchild%7Bmargin%2Dtop%3A0%7D%2Emedia%2C%2Emedia%2Dbody%7Boverflow%3Ahidden%3Bzoom%3A1%7D%2Emedia%2Dbody%7Bwidth%3A10000px%7D%2Emedia%2Dobject%7Bdisplay%3Ablock%7D%2Emedia%2Dobject%2Eimg%2Dthumbnail%7Bmax%2Dwidth%3Anone%7D%2Emedia%2Dright%2C%2Emedia%3E%2Epull%2Dright%7Bpadding%2Dleft%3A10px%7D%2Emedia%2Dleft%2C%2Emedia%3E%2Epull%2Dleft%7Bpadding%2Dright%3A10px%7D%2Emedia%2Dbody%2C%2Emedia%2Dleft%2C%2Emedia%2Dright%7Bdisplay%3Atable%2Dcell%3Bvertical%2Dalign%3Atop%7D%2Emedia%2Dmiddle%7Bvertical%2Dalign%3Amiddle%7D%2Emedia%2Dbottom%7Bvertical%2Dalign%3Abottom%7D%2Emedia%2Dheading%7Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A5px%7D%2Emedia%2Dlist%7Bpadding%2Dleft%3A0%3Blist%2Dstyle%3Anone%7D%2Elist%2Dgroup%7Bpadding%2Dleft%3A0%3Bmargin%2Dbottom%3A20px%7D%2Elist%2Dgroup%2Ditem%7Bposition%3Arelative%3Bdisplay%3Ablock%3Bpadding%3A10px%2015px%3Bmargin%2Dbottom%3A%2D1px%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%7D%2Elist%2Dgroup%2Ditem%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A4px%3Bborder%2Dtop%2Dright%2Dradius%3A4px%7D%2Elist%2Dgroup%2Ditem%3Alast%2Dchild%7Bmargin%2Dbottom%3A0%3Bborder%2Dbottom%2Dright%2Dradius%3A4px%3Bborder%2Dbottom%2Dleft%2Dradius%3A4px%7Da%2Elist%2Dgroup%2Ditem%2Cbutton%2Elist%2Dgroup%2Ditem%7Bcolor%3A%23555%7Da%2Elist%2Dgroup%2Ditem%20%2Elist%2Dgroup%2Ditem%2Dheading%2Cbutton%2Elist%2Dgroup%2Ditem%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3A%23333%7Da%2Elist%2Dgroup%2Ditem%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%3Ahover%7Bcolor%3A%23555%3Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23f5f5f5%7Dbutton%2Elist%2Dgroup%2Ditem%7Bwidth%3A100%25%3Btext%2Dalign%3Aleft%7D%2Elist%2Dgroup%2Ditem%2Edisabled%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Afocus%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Ahover%7Bcolor%3A%23777%3Bcursor%3Anot%2Dallowed%3Bbackground%2Dcolor%3A%23eee%7D%2Elist%2Dgroup%2Ditem%2Edisabled%20%2Elist%2Dgroup%2Ditem%2Dheading%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dheading%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3Ainherit%7D%2Elist%2Dgroup%2Ditem%2Edisabled%20%2Elist%2Dgroup%2Ditem%2Dtext%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dtext%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dtext%7Bcolor%3A%23777%7D%2Elist%2Dgroup%2Ditem%2Eactive%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Afocus%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Ahover%7Bz%2Dindex%3A2%3Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23337ab7%3Bborder%2Dcolor%3A%23337ab7%7D%2Elist%2Dgroup%2Ditem%2Eactive%20%2Elist%2Dgroup%2Ditem%2Dheading%2C%2Elist%2Dgroup%2Ditem%2Eactive%20%2Elist%2Dgroup%2Ditem%2Dheading%3E%2Esmall%2C%2Elist%2Dgroup%2Ditem%2Eactive%20%2Elist%2Dgroup%2Ditem%2Dheading%3Esmall%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dheading%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dheading%3E%2Esmall%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dheading%3Esmall%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dheading%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dheading%3E%2Esmall%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dheading%3Esmall%7Bcolor%3Ainherit%7D%2Elist%2Dgroup%2Ditem%2Eactive%20%2Elist%2Dgroup%2Ditem%2Dtext%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dtext%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dtext%7Bcolor%3A%23c7ddef%7D%2Elist%2Dgroup%2Ditem%2Dsuccess%7Bcolor%3A%233c763d%3Bbackground%2Dcolor%3A%23dff0d8%7Da%2Elist%2Dgroup%2Ditem%2Dsuccess%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%7Bcolor%3A%233c763d%7Da%2Elist%2Dgroup%2Ditem%2Dsuccess%20%2Elist%2Dgroup%2Ditem%2Dheading%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3Ainherit%7Da%2Elist%2Dgroup%2Ditem%2Dsuccess%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dsuccess%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%3Ahover%7Bcolor%3A%233c763d%3Bbackground%2Dcolor%3A%23d0e9c6%7Da%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%2Ca%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%233c763d%3Bborder%2Dcolor%3A%233c763d%7D%2Elist%2Dgroup%2Ditem%2Dinfo%7Bcolor%3A%2331708f%3Bbackground%2Dcolor%3A%23d9edf7%7Da%2Elist%2Dgroup%2Ditem%2Dinfo%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%7Bcolor%3A%2331708f%7Da%2Elist%2Dgroup%2Ditem%2Dinfo%20%2Elist%2Dgroup%2Ditem%2Dheading%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3Ainherit%7Da%2Elist%2Dgroup%2Ditem%2Dinfo%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dinfo%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%3Ahover%7Bcolor%3A%2331708f%3Bbackground%2Dcolor%3A%23c4e3f3%7Da%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%2Ca%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%2331708f%3Bborder%2Dcolor%3A%2331708f%7D%2Elist%2Dgroup%2Ditem%2Dwarning%7Bcolor%3A%238a6d3b%3Bbackground%2Dcolor%3A%23fcf8e3%7Da%2Elist%2Dgroup%2Ditem%2Dwarning%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%7Bcolor%3A%238a6d3b%7Da%2Elist%2Dgroup%2Ditem%2Dwarning%20%2Elist%2Dgroup%2Ditem%2Dheading%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3Ainherit%7Da%2Elist%2Dgroup%2Ditem%2Dwarning%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dwarning%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%3Ahover%7Bcolor%3A%238a6d3b%3Bbackground%2Dcolor%3A%23faf2cc%7Da%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%2Ca%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%238a6d3b%3Bborder%2Dcolor%3A%238a6d3b%7D%2Elist%2Dgroup%2Ditem%2Ddanger%7Bcolor%3A%23a94442%3Bbackground%2Dcolor%3A%23f2dede%7Da%2Elist%2Dgroup%2Ditem%2Ddanger%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%7Bcolor%3A%23a94442%7Da%2Elist%2Dgroup%2Ditem%2Ddanger%20%2Elist%2Dgroup%2Ditem%2Dheading%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3Ainherit%7Da%2Elist%2Dgroup%2Ditem%2Ddanger%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Ddanger%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%3Ahover%7Bcolor%3A%23a94442%3Bbackground%2Dcolor%3A%23ebcccc%7Da%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%2Ca%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23a94442%3Bborder%2Dcolor%3A%23a94442%7D%2Elist%2Dgroup%2Ditem%2Dheading%7Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A5px%7D%2Elist%2Dgroup%2Ditem%2Dtext%7Bmargin%2Dbottom%3A0%3Bline%2Dheight%3A1%2E3%7D%2Epanel%7Bmargin%2Dbottom%3A20px%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20transparent%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dbox%2Dshadow%3A0%201px%201px%20rgba%280%2C0%2C0%2C%2E05%29%3Bbox%2Dshadow%3A0%201px%201px%20rgba%280%2C0%2C0%2C%2E05%29%7D%2Epanel%2Dbody%7Bpadding%3A15px%7D%2Epanel%2Dheading%7Bpadding%3A10px%2015px%3Bborder%2Dbottom%3A1px%20solid%20transparent%3Bborder%2Dtop%2Dleft%2Dradius%3A3px%3Bborder%2Dtop%2Dright%2Dradius%3A3px%7D%2Epanel%2Dheading%3E%2Edropdown%20%2Edropdown%2Dtoggle%7Bcolor%3Ainherit%7D%2Epanel%2Dtitle%7Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A0%3Bfont%2Dsize%3A16px%3Bcolor%3Ainherit%7D%2Epanel%2Dtitle%3E%2Esmall%2C%2Epanel%2Dtitle%3E%2Esmall%3Ea%2C%2Epanel%2Dtitle%3Ea%2C%2Epanel%2Dtitle%3Esmall%2C%2Epanel%2Dtitle%3Esmall%3Ea%7Bcolor%3Ainherit%7D%2Epanel%2Dfooter%7Bpadding%3A10px%2015px%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%2Dtop%3A1px%20solid%20%23ddd%3Bborder%2Dbottom%2Dright%2Dradius%3A3px%3Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Elist%2Dgroup%2C%2Epanel%3E%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%7Bmargin%2Dbottom%3A0%7D%2Epanel%3E%2Elist%2Dgroup%20%2Elist%2Dgroup%2Ditem%2C%2Epanel%3E%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%20%2Elist%2Dgroup%2Ditem%7Bborder%2Dwidth%3A1px%200%3Bborder%2Dradius%3A0%7D%2Epanel%3E%2Elist%2Dgroup%3Afirst%2Dchild%20%2Elist%2Dgroup%2Ditem%3Afirst%2Dchild%2C%2Epanel%3E%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%3Afirst%2Dchild%20%2Elist%2Dgroup%2Ditem%3Afirst%2Dchild%7Bborder%2Dtop%3A0%3Bborder%2Dtop%2Dleft%2Dradius%3A3px%3Bborder%2Dtop%2Dright%2Dradius%3A3px%7D%2Epanel%3E%2Elist%2Dgroup%3Alast%2Dchild%20%2Elist%2Dgroup%2Ditem%3Alast%2Dchild%2C%2Epanel%3E%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%3Alast%2Dchild%20%2Elist%2Dgroup%2Ditem%3Alast%2Dchild%7Bborder%2Dbottom%3A0%3Bborder%2Dbottom%2Dright%2Dradius%3A3px%3Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%20%2Elist%2Dgroup%2Ditem%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dtop%2Dright%2Dradius%3A0%7D%2Epanel%2Dheading%2B%2Elist%2Dgroup%20%2Elist%2Dgroup%2Ditem%3Afirst%2Dchild%7Bborder%2Dtop%2Dwidth%3A0%7D%2Elist%2Dgroup%2B%2Epanel%2Dfooter%7Bborder%2Dtop%2Dwidth%3A0%7D%2Epanel%3E%2Epanel%2Dcollapse%3E%2Etable%2C%2Epanel%3E%2Etable%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%7Bmargin%2Dbottom%3A0%7D%2Epanel%3E%2Epanel%2Dcollapse%3E%2Etable%20caption%2C%2Epanel%3E%2Etable%20caption%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%20caption%7Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A15px%7D%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A3px%3Bborder%2Dtop%2Dright%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A3px%3Bborder%2Dtop%2Dright%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Alast%2Dchild%7Bborder%2Dtop%2Dright%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%7Bborder%2Dbottom%2Dright%2Dradius%3A3px%3Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%7Bborder%2Dbottom%2Dright%2Dradius%3A3px%3Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Afirst%2Dchild%7Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Alast%2Dchild%7Bborder%2Dbottom%2Dright%2Dradius%3A3px%7D%2Epanel%3E%2Epanel%2Dbody%2B%2Etable%2C%2Epanel%3E%2Epanel%2Dbody%2B%2Etable%2Dresponsive%2C%2Epanel%3E%2Etable%2B%2Epanel%2Dbody%2C%2Epanel%3E%2Etable%2Dresponsive%2B%2Epanel%2Dbody%7Bborder%2Dtop%3A1px%20solid%20%23ddd%7D%2Epanel%3E%2Etable%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%2C%2Epanel%3E%2Etable%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%7Bborder%2Dtop%3A0%7D%2Epanel%3E%2Etable%2Dbordered%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%7Bborder%3A0%7D%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Afirst%2Dchild%7Bborder%2Dleft%3A0%7D%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Alast%2Dchild%7Bborder%2Dright%3A0%7D%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Afirst%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Afirst%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Afirst%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Afirst%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Afirst%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Afirst%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Afirst%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Afirst%2Dchild%3Eth%7Bborder%2Dbottom%3A0%7D%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Eth%7Bborder%2Dbottom%3A0%7D%2Epanel%3E%2Etable%2Dresponsive%7Bmargin%2Dbottom%3A0%3Bborder%3A0%7D%2Epanel%2Dgroup%7Bmargin%2Dbottom%3A20px%7D%2Epanel%2Dgroup%20%2Epanel%7Bmargin%2Dbottom%3A0%3Bborder%2Dradius%3A4px%7D%2Epanel%2Dgroup%20%2Epanel%2B%2Epanel%7Bmargin%2Dtop%3A5px%7D%2Epanel%2Dgroup%20%2Epanel%2Dheading%7Bborder%2Dbottom%3A0%7D%2Epanel%2Dgroup%20%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%2C%2Epanel%2Dgroup%20%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%3A1px%20solid%20%23ddd%7D%2Epanel%2Dgroup%20%2Epanel%2Dfooter%7Bborder%2Dtop%3A0%7D%2Epanel%2Dgroup%20%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%20%2Epanel%2Dbody%7Bborder%2Dbottom%3A1px%20solid%20%23ddd%7D%2Epanel%2Ddefault%7Bborder%2Dcolor%3A%23ddd%7D%2Epanel%2Ddefault%3E%2Epanel%2Dheading%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%2Dcolor%3A%23ddd%7D%2Epanel%2Ddefault%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23ddd%7D%2Epanel%2Ddefault%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23f5f5f5%3Bbackground%2Dcolor%3A%23333%7D%2Epanel%2Ddefault%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23ddd%7D%2Epanel%2Dprimary%7Bborder%2Dcolor%3A%23337ab7%7D%2Epanel%2Dprimary%3E%2Epanel%2Dheading%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23337ab7%3Bborder%2Dcolor%3A%23337ab7%7D%2Epanel%2Dprimary%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23337ab7%7D%2Epanel%2Dprimary%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23337ab7%3Bbackground%2Dcolor%3A%23fff%7D%2Epanel%2Dprimary%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23337ab7%7D%2Epanel%2Dsuccess%7Bborder%2Dcolor%3A%23d6e9c6%7D%2Epanel%2Dsuccess%3E%2Epanel%2Dheading%7Bcolor%3A%233c763d%3Bbackground%2Dcolor%3A%23dff0d8%3Bborder%2Dcolor%3A%23d6e9c6%7D%2Epanel%2Dsuccess%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23d6e9c6%7D%2Epanel%2Dsuccess%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23dff0d8%3Bbackground%2Dcolor%3A%233c763d%7D%2Epanel%2Dsuccess%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23d6e9c6%7D%2Epanel%2Dinfo%7Bborder%2Dcolor%3A%23bce8f1%7D%2Epanel%2Dinfo%3E%2Epanel%2Dheading%7Bcolor%3A%2331708f%3Bbackground%2Dcolor%3A%23d9edf7%3Bborder%2Dcolor%3A%23bce8f1%7D%2Epanel%2Dinfo%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23bce8f1%7D%2Epanel%2Dinfo%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23d9edf7%3Bbackground%2Dcolor%3A%2331708f%7D%2Epanel%2Dinfo%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23bce8f1%7D%2Epanel%2Dwarning%7Bborder%2Dcolor%3A%23faebcc%7D%2Epanel%2Dwarning%3E%2Epanel%2Dheading%7Bcolor%3A%238a6d3b%3Bbackground%2Dcolor%3A%23fcf8e3%3Bborder%2Dcolor%3A%23faebcc%7D%2Epanel%2Dwarning%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23faebcc%7D%2Epanel%2Dwarning%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23fcf8e3%3Bbackground%2Dcolor%3A%238a6d3b%7D%2Epanel%2Dwarning%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23faebcc%7D%2Epanel%2Ddanger%7Bborder%2Dcolor%3A%23ebccd1%7D%2Epanel%2Ddanger%3E%2Epanel%2Dheading%7Bcolor%3A%23a94442%3Bbackground%2Dcolor%3A%23f2dede%3Bborder%2Dcolor%3A%23ebccd1%7D%2Epanel%2Ddanger%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23ebccd1%7D%2Epanel%2Ddanger%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23f2dede%3Bbackground%2Dcolor%3A%23a94442%7D%2Epanel%2Ddanger%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23ebccd1%7D%2Eembed%2Dresponsive%7Bposition%3Arelative%3Bdisplay%3Ablock%3Bheight%3A0%3Bpadding%3A0%3Boverflow%3Ahidden%7D%2Eembed%2Dresponsive%20%2Eembed%2Dresponsive%2Ditem%2C%2Eembed%2Dresponsive%20embed%2C%2Eembed%2Dresponsive%20iframe%2C%2Eembed%2Dresponsive%20object%2C%2Eembed%2Dresponsive%20video%7Bposition%3Aabsolute%3Btop%3A0%3Bbottom%3A0%3Bleft%3A0%3Bwidth%3A100%25%3Bheight%3A100%25%3Bborder%3A0%7D%2Eembed%2Dresponsive%2D16by9%7Bpadding%2Dbottom%3A56%2E25%25%7D%2Eembed%2Dresponsive%2D4by3%7Bpadding%2Dbottom%3A75%25%7D%2Ewell%7Bmin%2Dheight%3A20px%3Bpadding%3A19px%3Bmargin%2Dbottom%3A20px%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%3A1px%20solid%20%23e3e3e3%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E05%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E05%29%7D%2Ewell%20blockquote%7Bborder%2Dcolor%3A%23ddd%3Bborder%2Dcolor%3Argba%280%2C0%2C0%2C%2E15%29%7D%2Ewell%2Dlg%7Bpadding%3A24px%3Bborder%2Dradius%3A6px%7D%2Ewell%2Dsm%7Bpadding%3A9px%3Bborder%2Dradius%3A3px%7D%2Eclose%7Bfloat%3Aright%3Bfont%2Dsize%3A21px%3Bfont%2Dweight%3A700%3Bline%2Dheight%3A1%3Bcolor%3A%23000%3Btext%2Dshadow%3A0%201px%200%20%23fff%3Bfilter%3Aalpha%28opacity%3D20%29%3Bopacity%3A%2E2%7D%2Eclose%3Afocus%2C%2Eclose%3Ahover%7Bcolor%3A%23000%3Btext%2Ddecoration%3Anone%3Bcursor%3Apointer%3Bfilter%3Aalpha%28opacity%3D50%29%3Bopacity%3A%2E5%7Dbutton%2Eclose%7B%2Dwebkit%2Dappearance%3Anone%3Bpadding%3A0%3Bcursor%3Apointer%3Bbackground%3A0%200%3Bborder%3A0%7D%2Emodal%2Dopen%7Boverflow%3Ahidden%7D%2Emodal%7Bposition%3Afixed%3Btop%3A0%3Bright%3A0%3Bbottom%3A0%3Bleft%3A0%3Bz%2Dindex%3A1050%3Bdisplay%3Anone%3Boverflow%3Ahidden%3B%2Dwebkit%2Doverflow%2Dscrolling%3Atouch%3Boutline%3A0%7D%2Emodal%2Efade%20%2Emodal%2Ddialog%7B%2Dwebkit%2Dtransition%3A%2Dwebkit%2Dtransform%20%2E3s%20ease%2Dout%3B%2Do%2Dtransition%3A%2Do%2Dtransform%20%2E3s%20ease%2Dout%3Btransition%3Atransform%20%2E3s%20ease%2Dout%3B%2Dwebkit%2Dtransform%3Atranslate%280%2C%2D25%25%29%3B%2Dms%2Dtransform%3Atranslate%280%2C%2D25%25%29%3B%2Do%2Dtransform%3Atranslate%280%2C%2D25%25%29%3Btransform%3Atranslate%280%2C%2D25%25%29%7D%2Emodal%2Ein%20%2Emodal%2Ddialog%7B%2Dwebkit%2Dtransform%3Atranslate%280%2C0%29%3B%2Dms%2Dtransform%3Atranslate%280%2C0%29%3B%2Do%2Dtransform%3Atranslate%280%2C0%29%3Btransform%3Atranslate%280%2C0%29%7D%2Emodal%2Dopen%20%2Emodal%7Boverflow%2Dx%3Ahidden%3Boverflow%2Dy%3Aauto%7D%2Emodal%2Ddialog%7Bposition%3Arelative%3Bwidth%3Aauto%3Bmargin%3A10px%7D%2Emodal%2Dcontent%7Bposition%3Arelative%3Bbackground%2Dcolor%3A%23fff%3B%2Dwebkit%2Dbackground%2Dclip%3Apadding%2Dbox%3Bbackground%2Dclip%3Apadding%2Dbox%3Bborder%3A1px%20solid%20%23999%3Bborder%3A1px%20solid%20rgba%280%2C0%2C0%2C%2E2%29%3Bborder%2Dradius%3A6px%3Boutline%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3A0%203px%209px%20rgba%280%2C0%2C0%2C%2E5%29%3Bbox%2Dshadow%3A0%203px%209px%20rgba%280%2C0%2C0%2C%2E5%29%7D%2Emodal%2Dbackdrop%7Bposition%3Afixed%3Btop%3A0%3Bright%3A0%3Bbottom%3A0%3Bleft%3A0%3Bz%2Dindex%3A1040%3Bbackground%2Dcolor%3A%23000%7D%2Emodal%2Dbackdrop%2Efade%7Bfilter%3Aalpha%28opacity%3D0%29%3Bopacity%3A0%7D%2Emodal%2Dbackdrop%2Ein%7Bfilter%3Aalpha%28opacity%3D50%29%3Bopacity%3A%2E5%7D%2Emodal%2Dheader%7Bmin%2Dheight%3A16%2E43px%3Bpadding%3A15px%3Bborder%2Dbottom%3A1px%20solid%20%23e5e5e5%7D%2Emodal%2Dheader%20%2Eclose%7Bmargin%2Dtop%3A%2D2px%7D%2Emodal%2Dtitle%7Bmargin%3A0%3Bline%2Dheight%3A1%2E42857143%7D%2Emodal%2Dbody%7Bposition%3Arelative%3Bpadding%3A15px%7D%2Emodal%2Dfooter%7Bpadding%3A15px%3Btext%2Dalign%3Aright%3Bborder%2Dtop%3A1px%20solid%20%23e5e5e5%7D%2Emodal%2Dfooter%20%2Ebtn%2B%2Ebtn%7Bmargin%2Dbottom%3A0%3Bmargin%2Dleft%3A5px%7D%2Emodal%2Dfooter%20%2Ebtn%2Dgroup%20%2Ebtn%2B%2Ebtn%7Bmargin%2Dleft%3A%2D1px%7D%2Emodal%2Dfooter%20%2Ebtn%2Dblock%2B%2Ebtn%2Dblock%7Bmargin%2Dleft%3A0%7D%2Emodal%2Dscrollbar%2Dmeasure%7Bposition%3Aabsolute%3Btop%3A%2D9999px%3Bwidth%3A50px%3Bheight%3A50px%3Boverflow%3Ascroll%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Emodal%2Ddialog%7Bwidth%3A600px%3Bmargin%3A30px%20auto%7D%2Emodal%2Dcontent%7B%2Dwebkit%2Dbox%2Dshadow%3A0%205px%2015px%20rgba%280%2C0%2C0%2C%2E5%29%3Bbox%2Dshadow%3A0%205px%2015px%20rgba%280%2C0%2C0%2C%2E5%29%7D%2Emodal%2Dsm%7Bwidth%3A300px%7D%7D%40media%20%28min%2Dwidth%3A992px%29%7B%2Emodal%2Dlg%7Bwidth%3A900px%7D%7D%2Etooltip%7Bposition%3Aabsolute%3Bz%2Dindex%3A1070%3Bdisplay%3Ablock%3Bfont%2Dfamily%3A%22Helvetica%20Neue%22%2CHelvetica%2CArial%2Csans%2Dserif%3Bfont%2Dsize%3A12px%3Bfont%2Dstyle%3Anormal%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%2E42857143%3Btext%2Dalign%3Aleft%3Btext%2Dalign%3Astart%3Btext%2Ddecoration%3Anone%3Btext%2Dshadow%3Anone%3Btext%2Dtransform%3Anone%3Bletter%2Dspacing%3Anormal%3Bword%2Dbreak%3Anormal%3Bword%2Dspacing%3Anormal%3Bword%2Dwrap%3Anormal%3Bwhite%2Dspace%3Anormal%3Bfilter%3Aalpha%28opacity%3D0%29%3Bopacity%3A0%3Bline%2Dbreak%3Aauto%7D%2Etooltip%2Ein%7Bfilter%3Aalpha%28opacity%3D90%29%3Bopacity%3A%2E9%7D%2Etooltip%2Etop%7Bpadding%3A5px%200%3Bmargin%2Dtop%3A%2D3px%7D%2Etooltip%2Eright%7Bpadding%3A0%205px%3Bmargin%2Dleft%3A3px%7D%2Etooltip%2Ebottom%7Bpadding%3A5px%200%3Bmargin%2Dtop%3A3px%7D%2Etooltip%2Eleft%7Bpadding%3A0%205px%3Bmargin%2Dleft%3A%2D3px%7D%2Etooltip%2Dinner%7Bmax%2Dwidth%3A200px%3Bpadding%3A3px%208px%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Bbackground%2Dcolor%3A%23000%3Bborder%2Dradius%3A4px%7D%2Etooltip%2Darrow%7Bposition%3Aabsolute%3Bwidth%3A0%3Bheight%3A0%3Bborder%2Dcolor%3Atransparent%3Bborder%2Dstyle%3Asolid%7D%2Etooltip%2Etop%20%2Etooltip%2Darrow%7Bbottom%3A0%3Bleft%3A50%25%3Bmargin%2Dleft%3A%2D5px%3Bborder%2Dwidth%3A5px%205px%200%3Bborder%2Dtop%2Dcolor%3A%23000%7D%2Etooltip%2Etop%2Dleft%20%2Etooltip%2Darrow%7Bright%3A5px%3Bbottom%3A0%3Bmargin%2Dbottom%3A%2D5px%3Bborder%2Dwidth%3A5px%205px%200%3Bborder%2Dtop%2Dcolor%3A%23000%7D%2Etooltip%2Etop%2Dright%20%2Etooltip%2Darrow%7Bbottom%3A0%3Bleft%3A5px%3Bmargin%2Dbottom%3A%2D5px%3Bborder%2Dwidth%3A5px%205px%200%3Bborder%2Dtop%2Dcolor%3A%23000%7D%2Etooltip%2Eright%20%2Etooltip%2Darrow%7Btop%3A50%25%3Bleft%3A0%3Bmargin%2Dtop%3A%2D5px%3Bborder%2Dwidth%3A5px%205px%205px%200%3Bborder%2Dright%2Dcolor%3A%23000%7D%2Etooltip%2Eleft%20%2Etooltip%2Darrow%7Btop%3A50%25%3Bright%3A0%3Bmargin%2Dtop%3A%2D5px%3Bborder%2Dwidth%3A5px%200%205px%205px%3Bborder%2Dleft%2Dcolor%3A%23000%7D%2Etooltip%2Ebottom%20%2Etooltip%2Darrow%7Btop%3A0%3Bleft%3A50%25%3Bmargin%2Dleft%3A%2D5px%3Bborder%2Dwidth%3A0%205px%205px%3Bborder%2Dbottom%2Dcolor%3A%23000%7D%2Etooltip%2Ebottom%2Dleft%20%2Etooltip%2Darrow%7Btop%3A0%3Bright%3A5px%3Bmargin%2Dtop%3A%2D5px%3Bborder%2Dwidth%3A0%205px%205px%3Bborder%2Dbottom%2Dcolor%3A%23000%7D%2Etooltip%2Ebottom%2Dright%20%2Etooltip%2Darrow%7Btop%3A0%3Bleft%3A5px%3Bmargin%2Dtop%3A%2D5px%3Bborder%2Dwidth%3A0%205px%205px%3Bborder%2Dbottom%2Dcolor%3A%23000%7D%2Epopover%7Bposition%3Aabsolute%3Btop%3A0%3Bleft%3A0%3Bz%2Dindex%3A1060%3Bdisplay%3Anone%3Bmax%2Dwidth%3A276px%3Bpadding%3A1px%3Bfont%2Dfamily%3A%22Helvetica%20Neue%22%2CHelvetica%2CArial%2Csans%2Dserif%3Bfont%2Dsize%3A14px%3Bfont%2Dstyle%3Anormal%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%2E42857143%3Btext%2Dalign%3Aleft%3Btext%2Dalign%3Astart%3Btext%2Ddecoration%3Anone%3Btext%2Dshadow%3Anone%3Btext%2Dtransform%3Anone%3Bletter%2Dspacing%3Anormal%3Bword%2Dbreak%3Anormal%3Bword%2Dspacing%3Anormal%3Bword%2Dwrap%3Anormal%3Bwhite%2Dspace%3Anormal%3Bbackground%2Dcolor%3A%23fff%3B%2Dwebkit%2Dbackground%2Dclip%3Apadding%2Dbox%3Bbackground%2Dclip%3Apadding%2Dbox%3Bborder%3A1px%20solid%20%23ccc%3Bborder%3A1px%20solid%20rgba%280%2C0%2C0%2C%2E2%29%3Bborder%2Dradius%3A6px%3B%2Dwebkit%2Dbox%2Dshadow%3A0%205px%2010px%20rgba%280%2C0%2C0%2C%2E2%29%3Bbox%2Dshadow%3A0%205px%2010px%20rgba%280%2C0%2C0%2C%2E2%29%3Bline%2Dbreak%3Aauto%7D%2Epopover%2Etop%7Bmargin%2Dtop%3A%2D10px%7D%2Epopover%2Eright%7Bmargin%2Dleft%3A10px%7D%2Epopover%2Ebottom%7Bmargin%2Dtop%3A10px%7D%2Epopover%2Eleft%7Bmargin%2Dleft%3A%2D10px%7D%2Epopover%2Dtitle%7Bpadding%3A8px%2014px%3Bmargin%3A0%3Bfont%2Dsize%3A14px%3Bbackground%2Dcolor%3A%23f7f7f7%3Bborder%2Dbottom%3A1px%20solid%20%23ebebeb%3Bborder%2Dradius%3A5px%205px%200%200%7D%2Epopover%2Dcontent%7Bpadding%3A9px%2014px%7D%2Epopover%3E%2Earrow%2C%2Epopover%3E%2Earrow%3Aafter%7Bposition%3Aabsolute%3Bdisplay%3Ablock%3Bwidth%3A0%3Bheight%3A0%3Bborder%2Dcolor%3Atransparent%3Bborder%2Dstyle%3Asolid%7D%2Epopover%3E%2Earrow%7Bborder%2Dwidth%3A11px%7D%2Epopover%3E%2Earrow%3Aafter%7Bcontent%3A%22%22%3Bborder%2Dwidth%3A10px%7D%2Epopover%2Etop%3E%2Earrow%7Bbottom%3A%2D11px%3Bleft%3A50%25%3Bmargin%2Dleft%3A%2D11px%3Bborder%2Dtop%2Dcolor%3A%23999%3Bborder%2Dtop%2Dcolor%3Argba%280%2C0%2C0%2C%2E25%29%3Bborder%2Dbottom%2Dwidth%3A0%7D%2Epopover%2Etop%3E%2Earrow%3Aafter%7Bbottom%3A1px%3Bmargin%2Dleft%3A%2D10px%3Bcontent%3A%22%20%22%3Bborder%2Dtop%2Dcolor%3A%23fff%3Bborder%2Dbottom%2Dwidth%3A0%7D%2Epopover%2Eright%3E%2Earrow%7Btop%3A50%25%3Bleft%3A%2D11px%3Bmargin%2Dtop%3A%2D11px%3Bborder%2Dright%2Dcolor%3A%23999%3Bborder%2Dright%2Dcolor%3Argba%280%2C0%2C0%2C%2E25%29%3Bborder%2Dleft%2Dwidth%3A0%7D%2Epopover%2Eright%3E%2Earrow%3Aafter%7Bbottom%3A%2D10px%3Bleft%3A1px%3Bcontent%3A%22%20%22%3Bborder%2Dright%2Dcolor%3A%23fff%3Bborder%2Dleft%2Dwidth%3A0%7D%2Epopover%2Ebottom%3E%2Earrow%7Btop%3A%2D11px%3Bleft%3A50%25%3Bmargin%2Dleft%3A%2D11px%3Bborder%2Dtop%2Dwidth%3A0%3Bborder%2Dbottom%2Dcolor%3A%23999%3Bborder%2Dbottom%2Dcolor%3Argba%280%2C0%2C0%2C%2E25%29%7D%2Epopover%2Ebottom%3E%2Earrow%3Aafter%7Btop%3A1px%3Bmargin%2Dleft%3A%2D10px%3Bcontent%3A%22%20%22%3Bborder%2Dtop%2Dwidth%3A0%3Bborder%2Dbottom%2Dcolor%3A%23fff%7D%2Epopover%2Eleft%3E%2Earrow%7Btop%3A50%25%3Bright%3A%2D11px%3Bmargin%2Dtop%3A%2D11px%3Bborder%2Dright%2Dwidth%3A0%3Bborder%2Dleft%2Dcolor%3A%23999%3Bborder%2Dleft%2Dcolor%3Argba%280%2C0%2C0%2C%2E25%29%7D%2Epopover%2Eleft%3E%2Earrow%3Aafter%7Bright%3A1px%3Bbottom%3A%2D10px%3Bcontent%3A%22%20%22%3Bborder%2Dright%2Dwidth%3A0%3Bborder%2Dleft%2Dcolor%3A%23fff%7D%2Ecarousel%7Bposition%3Arelative%7D%2Ecarousel%2Dinner%7Bposition%3Arelative%3Bwidth%3A100%25%3Boverflow%3Ahidden%7D%2Ecarousel%2Dinner%3E%2Eitem%7Bposition%3Arelative%3Bdisplay%3Anone%3B%2Dwebkit%2Dtransition%3A%2E6s%20ease%2Din%2Dout%20left%3B%2Do%2Dtransition%3A%2E6s%20ease%2Din%2Dout%20left%3Btransition%3A%2E6s%20ease%2Din%2Dout%20left%7D%2Ecarousel%2Dinner%3E%2Eitem%3Ea%3Eimg%2C%2Ecarousel%2Dinner%3E%2Eitem%3Eimg%7Bline%2Dheight%3A1%7D%40media%20all%20and%20%28transform%2D3d%29%2C%28%2Dwebkit%2Dtransform%2D3d%29%7B%2Ecarousel%2Dinner%3E%2Eitem%7B%2Dwebkit%2Dtransition%3A%2Dwebkit%2Dtransform%20%2E6s%20ease%2Din%2Dout%3B%2Do%2Dtransition%3A%2Do%2Dtransform%20%2E6s%20ease%2Din%2Dout%3Btransition%3Atransform%20%2E6s%20ease%2Din%2Dout%3B%2Dwebkit%2Dbackface%2Dvisibility%3Ahidden%3Bbackface%2Dvisibility%3Ahidden%3B%2Dwebkit%2Dperspective%3A1000px%3Bperspective%3A1000px%7D%2Ecarousel%2Dinner%3E%2Eitem%2Eactive%2Eright%2C%2Ecarousel%2Dinner%3E%2Eitem%2Enext%7Bleft%3A0%3B%2Dwebkit%2Dtransform%3Atranslate3d%28100%25%2C0%2C0%29%3Btransform%3Atranslate3d%28100%25%2C0%2C0%29%7D%2Ecarousel%2Dinner%3E%2Eitem%2Eactive%2Eleft%2C%2Ecarousel%2Dinner%3E%2Eitem%2Eprev%7Bleft%3A0%3B%2Dwebkit%2Dtransform%3Atranslate3d%28%2D100%25%2C0%2C0%29%3Btransform%3Atranslate3d%28%2D100%25%2C0%2C0%29%7D%2Ecarousel%2Dinner%3E%2Eitem%2Eactive%2C%2Ecarousel%2Dinner%3E%2Eitem%2Enext%2Eleft%2C%2Ecarousel%2Dinner%3E%2Eitem%2Eprev%2Eright%7Bleft%3A0%3B%2Dwebkit%2Dtransform%3Atranslate3d%280%2C0%2C0%29%3Btransform%3Atranslate3d%280%2C0%2C0%29%7D%7D%2Ecarousel%2Dinner%3E%2Eactive%2C%2Ecarousel%2Dinner%3E%2Enext%2C%2Ecarousel%2Dinner%3E%2Eprev%7Bdisplay%3Ablock%7D%2Ecarousel%2Dinner%3E%2Eactive%7Bleft%3A0%7D%2Ecarousel%2Dinner%3E%2Enext%2C%2Ecarousel%2Dinner%3E%2Eprev%7Bposition%3Aabsolute%3Btop%3A0%3Bwidth%3A100%25%7D%2Ecarousel%2Dinner%3E%2Enext%7Bleft%3A100%25%7D%2Ecarousel%2Dinner%3E%2Eprev%7Bleft%3A%2D100%25%7D%2Ecarousel%2Dinner%3E%2Enext%2Eleft%2C%2Ecarousel%2Dinner%3E%2Eprev%2Eright%7Bleft%3A0%7D%2Ecarousel%2Dinner%3E%2Eactive%2Eleft%7Bleft%3A%2D100%25%7D%2Ecarousel%2Dinner%3E%2Eactive%2Eright%7Bleft%3A100%25%7D%2Ecarousel%2Dcontrol%7Bposition%3Aabsolute%3Btop%3A0%3Bbottom%3A0%3Bleft%3A0%3Bwidth%3A15%25%3Bfont%2Dsize%3A20px%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Btext%2Dshadow%3A0%201px%202px%20rgba%280%2C0%2C0%2C%2E6%29%3Bfilter%3Aalpha%28opacity%3D50%29%3Bopacity%3A%2E5%7D%2Ecarousel%2Dcontrol%2Eleft%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%28left%2Crgba%280%2C0%2C0%2C%2E5%29%200%2Crgba%280%2C0%2C0%2C%2E0001%29%20100%25%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%28left%2Crgba%280%2C0%2C0%2C%2E5%29%200%2Crgba%280%2C0%2C0%2C%2E0001%29%20100%25%29%3Bbackground%2Dimage%3A%2Dwebkit%2Dgradient%28linear%2Cleft%20top%2Cright%20top%2Cfrom%28rgba%280%2C0%2C0%2C%2E5%29%29%2Cto%28rgba%280%2C0%2C0%2C%2E0001%29%29%29%3Bbackground%2Dimage%3Alinear%2Dgradient%28to%20right%2Crgba%280%2C0%2C0%2C%2E5%29%200%2Crgba%280%2C0%2C0%2C%2E0001%29%20100%25%29%3Bfilter%3Aprogid%3ADXImageTransform%2EMicrosoft%2Egradient%28startColorstr%3D%27%2380000000%27%2C%20endColorstr%3D%27%2300000000%27%2C%20GradientType%3D1%29%3Bbackground%2Drepeat%3Arepeat%2Dx%7D%2Ecarousel%2Dcontrol%2Eright%7Bright%3A0%3Bleft%3Aauto%3Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%28left%2Crgba%280%2C0%2C0%2C%2E0001%29%200%2Crgba%280%2C0%2C0%2C%2E5%29%20100%25%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%28left%2Crgba%280%2C0%2C0%2C%2E0001%29%200%2Crgba%280%2C0%2C0%2C%2E5%29%20100%25%29%3Bbackground%2Dimage%3A%2Dwebkit%2Dgradient%28linear%2Cleft%20top%2Cright%20top%2Cfrom%28rgba%280%2C0%2C0%2C%2E0001%29%29%2Cto%28rgba%280%2C0%2C0%2C%2E5%29%29%29%3Bbackground%2Dimage%3Alinear%2Dgradient%28to%20right%2Crgba%280%2C0%2C0%2C%2E0001%29%200%2Crgba%280%2C0%2C0%2C%2E5%29%20100%25%29%3Bfilter%3Aprogid%3ADXImageTransform%2EMicrosoft%2Egradient%28startColorstr%3D%27%2300000000%27%2C%20endColorstr%3D%27%2380000000%27%2C%20GradientType%3D1%29%3Bbackground%2Drepeat%3Arepeat%2Dx%7D%2Ecarousel%2Dcontrol%3Afocus%2C%2Ecarousel%2Dcontrol%3Ahover%7Bcolor%3A%23fff%3Btext%2Ddecoration%3Anone%3Bfilter%3Aalpha%28opacity%3D90%29%3Boutline%3A0%3Bopacity%3A%2E9%7D%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dleft%2C%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dright%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%7Bposition%3Aabsolute%3Btop%3A50%25%3Bz%2Dindex%3A5%3Bdisplay%3Ainline%2Dblock%3Bmargin%2Dtop%3A%2D10px%7D%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dleft%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%7Bleft%3A50%25%3Bmargin%2Dleft%3A%2D10px%7D%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dright%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%7Bright%3A50%25%3Bmargin%2Dright%3A%2D10px%7D%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%7Bwidth%3A20px%3Bheight%3A20px%3Bfont%2Dfamily%3Aserif%3Bline%2Dheight%3A1%7D%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%3Abefore%7Bcontent%3A%27%5C2039%27%7D%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%3Abefore%7Bcontent%3A%27%5C203a%27%7D%2Ecarousel%2Dindicators%7Bposition%3Aabsolute%3Bbottom%3A10px%3Bleft%3A50%25%3Bz%2Dindex%3A15%3Bwidth%3A60%25%3Bpadding%2Dleft%3A0%3Bmargin%2Dleft%3A%2D30%25%3Btext%2Dalign%3Acenter%3Blist%2Dstyle%3Anone%7D%2Ecarousel%2Dindicators%20li%7Bdisplay%3Ainline%2Dblock%3Bwidth%3A10px%3Bheight%3A10px%3Bmargin%3A1px%3Btext%2Dindent%3A%2D999px%3Bcursor%3Apointer%3Bbackground%2Dcolor%3A%23000%5C9%3Bbackground%2Dcolor%3Argba%280%2C0%2C0%2C0%29%3Bborder%3A1px%20solid%20%23fff%3Bborder%2Dradius%3A10px%7D%2Ecarousel%2Dindicators%20%2Eactive%7Bwidth%3A12px%3Bheight%3A12px%3Bmargin%3A0%3Bbackground%2Dcolor%3A%23fff%7D%2Ecarousel%2Dcaption%7Bposition%3Aabsolute%3Bright%3A15%25%3Bbottom%3A20px%3Bleft%3A15%25%3Bz%2Dindex%3A10%3Bpadding%2Dtop%3A20px%3Bpadding%2Dbottom%3A20px%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Btext%2Dshadow%3A0%201px%202px%20rgba%280%2C0%2C0%2C%2E6%29%7D%2Ecarousel%2Dcaption%20%2Ebtn%7Btext%2Dshadow%3Anone%7D%40media%20screen%20and%20%28min%2Dwidth%3A768px%29%7B%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dleft%2C%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dright%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%7Bwidth%3A30px%3Bheight%3A30px%3Bmargin%2Dtop%3A%2D15px%3Bfont%2Dsize%3A30px%7D%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dleft%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%7Bmargin%2Dleft%3A%2D15px%7D%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dright%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%7Bmargin%2Dright%3A%2D15px%7D%2Ecarousel%2Dcaption%7Bright%3A20%25%3Bleft%3A20%25%3Bpadding%2Dbottom%3A30px%7D%2Ecarousel%2Dindicators%7Bbottom%3A20px%7D%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Aafter%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Abefore%2C%2Ebtn%2Dtoolbar%3Aafter%2C%2Ebtn%2Dtoolbar%3Abefore%2C%2Eclearfix%3Aafter%2C%2Eclearfix%3Abefore%2C%2Econtainer%2Dfluid%3Aafter%2C%2Econtainer%2Dfluid%3Abefore%2C%2Econtainer%3Aafter%2C%2Econtainer%3Abefore%2C%2Edl%2Dhorizontal%20dd%3Aafter%2C%2Edl%2Dhorizontal%20dd%3Abefore%2C%2Eform%2Dhorizontal%20%2Eform%2Dgroup%3Aafter%2C%2Eform%2Dhorizontal%20%2Eform%2Dgroup%3Abefore%2C%2Emodal%2Dfooter%3Aafter%2C%2Emodal%2Dfooter%3Abefore%2C%2Enav%3Aafter%2C%2Enav%3Abefore%2C%2Enavbar%2Dcollapse%3Aafter%2C%2Enavbar%2Dcollapse%3Abefore%2C%2Enavbar%2Dheader%3Aafter%2C%2Enavbar%2Dheader%3Abefore%2C%2Enavbar%3Aafter%2C%2Enavbar%3Abefore%2C%2Epager%3Aafter%2C%2Epager%3Abefore%2C%2Epanel%2Dbody%3Aafter%2C%2Epanel%2Dbody%3Abefore%2C%2Erow%3Aafter%2C%2Erow%3Abefore%7Bdisplay%3Atable%3Bcontent%3A%22%20%22%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Aafter%2C%2Ebtn%2Dtoolbar%3Aafter%2C%2Eclearfix%3Aafter%2C%2Econtainer%2Dfluid%3Aafter%2C%2Econtainer%3Aafter%2C%2Edl%2Dhorizontal%20dd%3Aafter%2C%2Eform%2Dhorizontal%20%2Eform%2Dgroup%3Aafter%2C%2Emodal%2Dfooter%3Aafter%2C%2Enav%3Aafter%2C%2Enavbar%2Dcollapse%3Aafter%2C%2Enavbar%2Dheader%3Aafter%2C%2Enavbar%3Aafter%2C%2Epager%3Aafter%2C%2Epanel%2Dbody%3Aafter%2C%2Erow%3Aafter%7Bclear%3Aboth%7D%2Ecenter%2Dblock%7Bdisplay%3Ablock%3Bmargin%2Dright%3Aauto%3Bmargin%2Dleft%3Aauto%7D%2Epull%2Dright%7Bfloat%3Aright%21important%7D%2Epull%2Dleft%7Bfloat%3Aleft%21important%7D%2Ehide%7Bdisplay%3Anone%21important%7D%2Eshow%7Bdisplay%3Ablock%21important%7D%2Einvisible%7Bvisibility%3Ahidden%7D%2Etext%2Dhide%7Bfont%3A0%2F0%20a%3Bcolor%3Atransparent%3Btext%2Dshadow%3Anone%3Bbackground%2Dcolor%3Atransparent%3Bborder%3A0%7D%2Ehidden%7Bdisplay%3Anone%21important%7D%2Eaffix%7Bposition%3Afixed%7D%40%2Dms%2Dviewport%7Bwidth%3Adevice%2Dwidth%7D%2Evisible%2Dlg%2C%2Evisible%2Dmd%2C%2Evisible%2Dsm%2C%2Evisible%2Dxs%7Bdisplay%3Anone%21important%7D%2Evisible%2Dlg%2Dblock%2C%2Evisible%2Dlg%2Dinline%2C%2Evisible%2Dlg%2Dinline%2Dblock%2C%2Evisible%2Dmd%2Dblock%2C%2Evisible%2Dmd%2Dinline%2C%2Evisible%2Dmd%2Dinline%2Dblock%2C%2Evisible%2Dsm%2Dblock%2C%2Evisible%2Dsm%2Dinline%2C%2Evisible%2Dsm%2Dinline%2Dblock%2C%2Evisible%2Dxs%2Dblock%2C%2Evisible%2Dxs%2Dinline%2C%2Evisible%2Dxs%2Dinline%2Dblock%7Bdisplay%3Anone%21important%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Evisible%2Dxs%7Bdisplay%3Ablock%21important%7Dtable%2Evisible%2Dxs%7Bdisplay%3Atable%21important%7Dtr%2Evisible%2Dxs%7Bdisplay%3Atable%2Drow%21important%7Dtd%2Evisible%2Dxs%2Cth%2Evisible%2Dxs%7Bdisplay%3Atable%2Dcell%21important%7D%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Evisible%2Dxs%2Dblock%7Bdisplay%3Ablock%21important%7D%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Evisible%2Dxs%2Dinline%7Bdisplay%3Ainline%21important%7D%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Evisible%2Dxs%2Dinline%2Dblock%7Bdisplay%3Ainline%2Dblock%21important%7D%7D%40media%20%28min%2Dwidth%3A768px%29%20and%20%28max%2Dwidth%3A991px%29%7B%2Evisible%2Dsm%7Bdisplay%3Ablock%21important%7Dtable%2Evisible%2Dsm%7Bdisplay%3Atable%21important%7Dtr%2Evisible%2Dsm%7Bdisplay%3Atable%2Drow%21important%7Dtd%2Evisible%2Dsm%2Cth%2Evisible%2Dsm%7Bdisplay%3Atable%2Dcell%21important%7D%7D%40media%20%28min%2Dwidth%3A768px%29%20and%20%28max%2Dwidth%3A991px%29%7B%2Evisible%2Dsm%2Dblock%7Bdisplay%3Ablock%21important%7D%7D%40media%20%28min%2Dwidth%3A768px%29%20and%20%28max%2Dwidth%3A991px%29%7B%2Evisible%2Dsm%2Dinline%7Bdisplay%3Ainline%21important%7D%7D%40media%20%28min%2Dwidth%3A768px%29%20and%20%28max%2Dwidth%3A991px%29%7B%2Evisible%2Dsm%2Dinline%2Dblock%7Bdisplay%3Ainline%2Dblock%21important%7D%7D%40media%20%28min%2Dwidth%3A992px%29%20and%20%28max%2Dwidth%3A1199px%29%7B%2Evisible%2Dmd%7Bdisplay%3Ablock%21important%7Dtable%2Evisible%2Dmd%7Bdisplay%3Atable%21important%7Dtr%2Evisible%2Dmd%7Bdisplay%3Atable%2Drow%21important%7Dtd%2Evisible%2Dmd%2Cth%2Evisible%2Dmd%7Bdisplay%3Atable%2Dcell%21important%7D%7D%40media%20%28min%2Dwidth%3A992px%29%20and%20%28max%2Dwidth%3A1199px%29%7B%2Evisible%2Dmd%2Dblock%7Bdisplay%3Ablock%21important%7D%7D%40media%20%28min%2Dwidth%3A992px%29%20and%20%28max%2Dwidth%3A1199px%29%7B%2Evisible%2Dmd%2Dinline%7Bdisplay%3Ainline%21important%7D%7D%40media%20%28min%2Dwidth%3A992px%29%20and%20%28max%2Dwidth%3A1199px%29%7B%2Evisible%2Dmd%2Dinline%2Dblock%7Bdisplay%3Ainline%2Dblock%21important%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Evisible%2Dlg%7Bdisplay%3Ablock%21important%7Dtable%2Evisible%2Dlg%7Bdisplay%3Atable%21important%7Dtr%2Evisible%2Dlg%7Bdisplay%3Atable%2Drow%21important%7Dtd%2Evisible%2Dlg%2Cth%2Evisible%2Dlg%7Bdisplay%3Atable%2Dcell%21important%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Evisible%2Dlg%2Dblock%7Bdisplay%3Ablock%21important%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Evisible%2Dlg%2Dinline%7Bdisplay%3Ainline%21important%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Evisible%2Dlg%2Dinline%2Dblock%7Bdisplay%3Ainline%2Dblock%21important%7D%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Ehidden%2Dxs%7Bdisplay%3Anone%21important%7D%7D%40media%20%28min%2Dwidth%3A768px%29%20and%20%28max%2Dwidth%3A991px%29%7B%2Ehidden%2Dsm%7Bdisplay%3Anone%21important%7D%7D%40media%20%28min%2Dwidth%3A992px%29%20and%20%28max%2Dwidth%3A1199px%29%7B%2Ehidden%2Dmd%7Bdisplay%3Anone%21important%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Ehidden%2Dlg%7Bdisplay%3Anone%21important%7D%7D%2Evisible%2Dprint%7Bdisplay%3Anone%21important%7D%40media%20print%7B%2Evisible%2Dprint%7Bdisplay%3Ablock%21important%7Dtable%2Evisible%2Dprint%7Bdisplay%3Atable%21important%7Dtr%2Evisible%2Dprint%7Bdisplay%3Atable%2Drow%21important%7Dtd%2Evisible%2Dprint%2Cth%2Evisible%2Dprint%7Bdisplay%3Atable%2Dcell%21important%7D%7D%2Evisible%2Dprint%2Dblock%7Bdisplay%3Anone%21important%7D%40media%20print%7B%2Evisible%2Dprint%2Dblock%7Bdisplay%3Ablock%21important%7D%7D%2Evisible%2Dprint%2Dinline%7Bdisplay%3Anone%21important%7D%40media%20print%7B%2Evisible%2Dprint%2Dinline%7Bdisplay%3Ainline%21important%7D%7D%2Evisible%2Dprint%2Dinline%2Dblock%7Bdisplay%3Anone%21important%7D%40media%20print%7B%2Evisible%2Dprint%2Dinline%2Dblock%7Bdisplay%3Ainline%2Dblock%21important%7D%7D%40media%20print%7B%2Ehidden%2Dprint%7Bdisplay%3Anone%21important%7D%7D%0A" rel="stylesheet" />
+<script src="data:application/x-javascript;base64,/*!
 * Bootstrap v3.3.5 (http://getbootstrap.com)
 * Copyright 2011-2015 Twitter, Inc.
 * Licensed under the MIT license
 */
if("undefined"==typeof jQuery)throw new Error("Bootstrap's JavaScript requires jQuery");+function(a){"use strict";var b=a.fn.jquery.split(" ")[0].split(".");if(b[0]<2&&b[1]<9||1==b[0]&&9==b[1]&&b[2]<1)throw new Error("Bootstrap's JavaScript requires jQuery version 1.9.1 or higher")}(jQuery),+function(a){"use strict";function b(){var a=document.createElement("bootstrap"),b={WebkitTransition:"webkitTransitionEnd",MozTransition:"transitionend",OTransition:"oTransitionEnd otransitionend",transition:"transitionend"};for(var c in b)if(void 0!==a.style[c])return{end:b[c]};return!1}a.fn.emulateTransitionEnd=function(b){var c=!1,d=this;a(this).one("bsTransitionEnd",function(){c=!0});var e=function(){c||a(d).trigger(a.support.transition.end)};return setTimeout(e,b),this},a(function(){a.support.transition=b(),a.support.transition&&(a.event.special.bsTransitionEnd={bindType:a.support.transition.end,delegateType:a.support.transition.end,handle:function(b){return a(b.target).is(this)?b.handleObj.handler.apply(this,arguments):void 0}})})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var c=a(this),e=c.data("bs.alert");e||c.data("bs.alert",e=new d(this)),"string"==typeof b&&e[b].call(c)})}var c='[data-dismiss="alert"]',d=function(b){a(b).on("click",c,this.close)};d.VERSION="3.3.5",d.TRANSITION_DURATION=150,d.prototype.close=function(b){function c(){g.detach().trigger("closed.bs.alert").remove()}var e=a(this),f=e.attr("data-target");f||(f=e.attr("href"),f=f&&f.replace(/.*(?=#[^\s]*$)/,""));var g=a(f);b&&b.preventDefault(),g.length||(g=e.closest(".alert")),g.trigger(b=a.Event("close.bs.alert")),b.isDefaultPrevented()||(g.removeClass("in"),a.support.transition&&g.hasClass("fade")?g.one("bsTransitionEnd",c).emulateTransitionEnd(d.TRANSITION_DURATION):c())};var e=a.fn.alert;a.fn.alert=b,a.fn.alert.Constructor=d,a.fn.alert.noConflict=function(){return a.fn.alert=e,this},a(document).on("click.bs.alert.data-api",c,d.prototype.close)}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.button"),f="object"==typeof b&&b;e||d.data("bs.button",e=new c(this,f)),"toggle"==b?e.toggle():b&&e.setState(b)})}var c=function(b,d){this.$element=a(b),this.options=a.extend({},c.DEFAULTS,d),this.isLoading=!1};c.VERSION="3.3.5",c.DEFAULTS={loadingText:"loading..."},c.prototype.setState=function(b){var c="disabled",d=this.$element,e=d.is("input")?"val":"html",f=d.data();b+="Text",null==f.resetText&&d.data("resetText",d[e]()),setTimeout(a.proxy(function(){d[e](null==f[b]?this.options[b]:f[b]),"loadingText"==b?(this.isLoading=!0,d.addClass(c).attr(c,c)):this.isLoading&&(this.isLoading=!1,d.removeClass(c).removeAttr(c))},this),0)},c.prototype.toggle=function(){var a=!0,b=this.$element.closest('[data-toggle="buttons"]');if(b.length){var c=this.$element.find("input");"radio"==c.prop("type")?(c.prop("checked")&&(a=!1),b.find(".active").removeClass("active"),this.$element.addClass("active")):"checkbox"==c.prop("type")&&(c.prop("checked")!==this.$element.hasClass("active")&&(a=!1),this.$element.toggleClass("active")),c.prop("checked",this.$element.hasClass("active")),a&&c.trigger("change")}else this.$element.attr("aria-pressed",!this.$element.hasClass("active")),this.$element.toggleClass("active")};var d=a.fn.button;a.fn.button=b,a.fn.button.Constructor=c,a.fn.button.noConflict=function(){return a.fn.button=d,this},a(document).on("click.bs.button.data-api",'[data-toggle^="button"]',function(c){var d=a(c.target);d.hasClass("btn")||(d=d.closest(".btn")),b.call(d,"toggle"),a(c.target).is('input[type="radio"]')||a(c.target).is('input[type="checkbox"]')||c.preventDefault()}).on("focus.bs.button.data-api blur.bs.button.data-api",'[data-toggle^="button"]',function(b){a(b.target).closest(".btn").toggleClass("focus",/^focus(in)?$/.test(b.type))})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.carousel"),f=a.extend({},c.DEFAULTS,d.data(),"object"==typeof b&&b),g="string"==typeof b?b:f.slide;e||d.data("bs.carousel",e=new c(this,f)),"number"==typeof b?e.to(b):g?e[g]():f.interval&&e.pause().cycle()})}var c=function(b,c){this.$element=a(b),this.$indicators=this.$element.find(".carousel-indicators"),this.options=c,this.paused=null,this.sliding=null,this.interval=null,this.$active=null,this.$items=null,this.options.keyboard&&this.$element.on("keydown.bs.carousel",a.proxy(this.keydown,this)),"hover"==this.options.pause&&!("ontouchstart"in document.documentElement)&&this.$element.on("mouseenter.bs.carousel",a.proxy(this.pause,this)).on("mouseleave.bs.carousel",a.proxy(this.cycle,this))};c.VERSION="3.3.5",c.TRANSITION_DURATION=600,c.DEFAULTS={interval:5e3,pause:"hover",wrap:!0,keyboard:!0},c.prototype.keydown=function(a){if(!/input|textarea/i.test(a.target.tagName)){switch(a.which){case 37:this.prev();break;case 39:this.next();break;default:return}a.preventDefault()}},c.prototype.cycle=function(b){return b||(this.paused=!1),this.interval&&clearInterval(this.interval),this.options.interval&&!this.paused&&(this.interval=setInterval(a.proxy(this.next,this),this.options.interval)),this},c.prototype.getItemIndex=function(a){return this.$items=a.parent().children(".item"),this.$items.index(a||this.$active)},c.prototype.getItemForDirection=function(a,b){var c=this.getItemIndex(b),d="prev"==a&&0===c||"next"==a&&c==this.$items.length-1;if(d&&!this.options.wrap)return b;var e="prev"==a?-1:1,f=(c+e)%this.$items.length;return this.$items.eq(f)},c.prototype.to=function(a){var b=this,c=this.getItemIndex(this.$active=this.$element.find(".item.active"));return a>this.$items.length-1||0>a?void 0:this.sliding?this.$element.one("slid.bs.carousel",function(){b.to(a)}):c==a?this.pause().cycle():this.slide(a>c?"next":"prev",this.$items.eq(a))},c.prototype.pause=function(b){return b||(this.paused=!0),this.$element.find(".next, .prev").length&&a.support.transition&&(this.$element.trigger(a.support.transition.end),this.cycle(!0)),this.interval=clearInterval(this.interval),this},c.prototype.next=function(){return this.sliding?void 0:this.slide("next")},c.prototype.prev=function(){return this.sliding?void 0:this.slide("prev")},c.prototype.slide=function(b,d){var e=this.$element.find(".item.active"),f=d||this.getItemForDirection(b,e),g=this.interval,h="next"==b?"left":"right",i=this;if(f.hasClass("active"))return this.sliding=!1;var j=f[0],k=a.Event("slide.bs.carousel",{relatedTarget:j,direction:h});if(this.$element.trigger(k),!k.isDefaultPrevented()){if(this.sliding=!0,g&&this.pause(),this.$indicators.length){this.$indicators.find(".active").removeClass("active");var l=a(this.$indicators.children()[this.getItemIndex(f)]);l&&l.addClass("active")}var m=a.Event("slid.bs.carousel",{relatedTarget:j,direction:h});return a.support.transition&&this.$element.hasClass("slide")?(f.addClass(b),f[0].offsetWidth,e.addClass(h),f.addClass(h),e.one("bsTransitionEnd",function(){f.removeClass([b,h].join(" ")).addClass("active"),e.removeClass(["active",h].join(" ")),i.sliding=!1,setTimeout(function(){i.$element.trigger(m)},0)}).emulateTransitionEnd(c.TRANSITION_DURATION)):(e.removeClass("active"),f.addClass("active"),this.sliding=!1,this.$element.trigger(m)),g&&this.cycle(),this}};var d=a.fn.carousel;a.fn.carousel=b,a.fn.carousel.Constructor=c,a.fn.carousel.noConflict=function(){return a.fn.carousel=d,this};var e=function(c){var d,e=a(this),f=a(e.attr("data-target")||(d=e.attr("href"))&&d.replace(/.*(?=#[^\s]+$)/,""));if(f.hasClass("carousel")){var g=a.extend({},f.data(),e.data()),h=e.attr("data-slide-to");h&&(g.interval=!1),b.call(f,g),h&&f.data("bs.carousel").to(h),c.preventDefault()}};a(document).on("click.bs.carousel.data-api","[data-slide]",e).on("click.bs.carousel.data-api","[data-slide-to]",e),a(window).on("load",function(){a('[data-ride="carousel"]').each(function(){var c=a(this);b.call(c,c.data())})})}(jQuery),+function(a){"use strict";function b(b){var c,d=b.attr("data-target")||(c=b.attr("href"))&&c.replace(/.*(?=#[^\s]+$)/,"");return a(d)}function c(b){return this.each(function(){var c=a(this),e=c.data("bs.collapse"),f=a.extend({},d.DEFAULTS,c.data(),"object"==typeof b&&b);!e&&f.toggle&&/show|hide/.test(b)&&(f.toggle=!1),e||c.data("bs.collapse",e=new d(this,f)),"string"==typeof b&&e[b]()})}var d=function(b,c){this.$element=a(b),this.options=a.extend({},d.DEFAULTS,c),this.$trigger=a('[data-toggle="collapse"][href="#'+b.id+'"],[data-toggle="collapse"][data-target="#'+b.id+'"]'),this.transitioning=null,this.options.parent?this.$parent=this.getParent():this.addAriaAndCollapsedClass(this.$element,this.$trigger),this.options.toggle&&this.toggle()};d.VERSION="3.3.5",d.TRANSITION_DURATION=350,d.DEFAULTS={toggle:!0},d.prototype.dimension=function(){var a=this.$element.hasClass("width");return a?"width":"height"},d.prototype.show=function(){if(!this.transitioning&&!this.$element.hasClass("in")){var b,e=this.$parent&&this.$parent.children(".panel").children(".in, .collapsing");if(!(e&&e.length&&(b=e.data("bs.collapse"),b&&b.transitioning))){var f=a.Event("show.bs.collapse");if(this.$element.trigger(f),!f.isDefaultPrevented()){e&&e.length&&(c.call(e,"hide"),b||e.data("bs.collapse",null));var g=this.dimension();this.$element.removeClass("collapse").addClass("collapsing")[g](0).attr("aria-expanded",!0),this.$trigger.removeClass("collapsed").attr("aria-expanded",!0),this.transitioning=1;var h=function(){this.$element.removeClass("collapsing").addClass("collapse in")[g](""),this.transitioning=0,this.$element.trigger("shown.bs.collapse")};if(!a.support.transition)return h.call(this);var i=a.camelCase(["scroll",g].join("-"));this.$element.one("bsTransitionEnd",a.proxy(h,this)).emulateTransitionEnd(d.TRANSITION_DURATION)[g](this.$element[0][i])}}}},d.prototype.hide=function(){if(!this.transitioning&&this.$element.hasClass("in")){var b=a.Event("hide.bs.collapse");if(this.$element.trigger(b),!b.isDefaultPrevented()){var c=this.dimension();this.$element[c](this.$element[c]())[0].offsetHeight,this.$element.addClass("collapsing").removeClass("collapse in").attr("aria-expanded",!1),this.$trigger.addClass("collapsed").attr("aria-expanded",!1),this.transitioning=1;var e=function(){this.transitioning=0,this.$element.removeClass("collapsing").addClass("collapse").trigger("hidden.bs.collapse")};return a.support.transition?void this.$element[c](0).one("bsTransitionEnd",a.proxy(e,this)).emulateTransitionEnd(d.TRANSITION_DURATION):e.call(this)}}},d.prototype.toggle=function(){this[this.$element.hasClass("in")?"hide":"show"]()},d.prototype.getParent=function(){return a(this.options.parent).find('[data-toggle="collapse"][data-parent="'+this.options.parent+'"]').each(a.proxy(function(c,d){var e=a(d);this.addAriaAndCollapsedClass(b(e),e)},this)).end()},d.prototype.addAriaAndCollapsedClass=function(a,b){var c=a.hasClass("in");a.attr("aria-expanded",c),b.toggleClass("collapsed",!c).attr("aria-expanded",c)};var e=a.fn.collapse;a.fn.collapse=c,a.fn.collapse.Constructor=d,a.fn.collapse.noConflict=function(){return a.fn.collapse=e,this},a(document).on("click.bs.collapse.data-api",'[data-toggle="collapse"]',function(d){var e=a(this);e.attr("data-target")||d.preventDefault();var f=b(e),g=f.data("bs.collapse"),h=g?"toggle":e.data();c.call(f,h)})}(jQuery),+function(a){"use strict";function b(b){var c=b.attr("data-target");c||(c=b.attr("href"),c=c&&/#[A-Za-z]/.test(c)&&c.replace(/.*(?=#[^\s]*$)/,""));var d=c&&a(c);return d&&d.length?d:b.parent()}function c(c){c&&3===c.which||(a(e).remove(),a(f).each(function(){var d=a(this),e=b(d),f={relatedTarget:this};e.hasClass("open")&&(c&&"click"==c.type&&/input|textarea/i.test(c.target.tagName)&&a.contains(e[0],c.target)||(e.trigger(c=a.Event("hide.bs.dropdown",f)),c.isDefaultPrevented()||(d.attr("aria-expanded","false"),e.removeClass("open").trigger("hidden.bs.dropdown",f))))}))}function d(b){return this.each(function(){var c=a(this),d=c.data("bs.dropdown");d||c.data("bs.dropdown",d=new g(this)),"string"==typeof b&&d[b].call(c)})}var e=".dropdown-backdrop",f='[data-toggle="dropdown"]',g=function(b){a(b).on("click.bs.dropdown",this.toggle)};g.VERSION="3.3.5",g.prototype.toggle=function(d){var e=a(this);if(!e.is(".disabled, :disabled")){var f=b(e),g=f.hasClass("open");if(c(),!g){"ontouchstart"in document.documentElement&&!f.closest(".navbar-nav").length&&a(document.createElement("div")).addClass("dropdown-backdrop").insertAfter(a(this)).on("click",c);var h={relatedTarget:this};if(f.trigger(d=a.Event("show.bs.dropdown",h)),d.isDefaultPrevented())return;e.trigger("focus").attr("aria-expanded","true"),f.toggleClass("open").trigger("shown.bs.dropdown",h)}return!1}},g.prototype.keydown=function(c){if(/(38|40|27|32)/.test(c.which)&&!/input|textarea/i.test(c.target.tagName)){var d=a(this);if(c.preventDefault(),c.stopPropagation(),!d.is(".disabled, :disabled")){var e=b(d),g=e.hasClass("open");if(!g&&27!=c.which||g&&27==c.which)return 27==c.which&&e.find(f).trigger("focus"),d.trigger("click");var h=" li:not(.disabled):visible a",i=e.find(".dropdown-menu"+h);if(i.length){var j=i.index(c.target);38==c.which&&j>0&&j--,40==c.which&&j<i.length-1&&j++,~j||(j=0),i.eq(j).trigger("focus")}}}};var h=a.fn.dropdown;a.fn.dropdown=d,a.fn.dropdown.Constructor=g,a.fn.dropdown.noConflict=function(){return a.fn.dropdown=h,this},a(document).on("click.bs.dropdown.data-api",c).on("click.bs.dropdown.data-api",".dropdown form",function(a){a.stopPropagation()}).on("click.bs.dropdown.data-api",f,g.prototype.toggle).on("keydown.bs.dropdown.data-api",f,g.prototype.keydown).on("keydown.bs.dropdown.data-api",".dropdown-menu",g.prototype.keydown)}(jQuery),+function(a){"use strict";function b(b,d){return this.each(function(){var e=a(this),f=e.data("bs.modal"),g=a.extend({},c.DEFAULTS,e.data(),"object"==typeof b&&b);f||e.data("bs.modal",f=new c(this,g)),"string"==typeof b?f[b](d):g.show&&f.show(d)})}var c=function(b,c){this.options=c,this.$body=a(document.body),this.$element=a(b),this.$dialog=this.$element.find(".modal-dialog"),this.$backdrop=null,this.isShown=null,this.originalBodyPad=null,this.scrollbarWidth=0,this.ignoreBackdropClick=!1,this.options.remote&&this.$element.find(".modal-content").load(this.options.remote,a.proxy(function(){this.$element.trigger("loaded.bs.modal")},this))};c.VERSION="3.3.5",c.TRANSITION_DURATION=300,c.BACKDROP_TRANSITION_DURATION=150,c.DEFAULTS={backdrop:!0,keyboard:!0,show:!0},c.prototype.toggle=function(a){return this.isShown?this.hide():this.show(a)},c.prototype.show=function(b){var d=this,e=a.Event("show.bs.modal",{relatedTarget:b});this.$element.trigger(e),this.isShown||e.isDefaultPrevented()||(this.isShown=!0,this.checkScrollbar(),this.setScrollbar(),this.$body.addClass("modal-open"),this.escape(),this.resize(),this.$element.on("click.dismiss.bs.modal",'[data-dismiss="modal"]',a.proxy(this.hide,this)),this.$dialog.on("mousedown.dismiss.bs.modal",function(){d.$element.one("mouseup.dismiss.bs.modal",function(b){a(b.target).is(d.$element)&&(d.ignoreBackdropClick=!0)})}),this.backdrop(function(){var e=a.support.transition&&d.$element.hasClass("fade");d.$element.parent().length||d.$element.appendTo(d.$body),d.$element.show().scrollTop(0),d.adjustDialog(),e&&d.$element[0].offsetWidth,d.$element.addClass("in"),d.enforceFocus();var f=a.Event("shown.bs.modal",{relatedTarget:b});e?d.$dialog.one("bsTransitionEnd",function(){d.$element.trigger("focus").trigger(f)}).emulateTransitionEnd(c.TRANSITION_DURATION):d.$element.trigger("focus").trigger(f)}))},c.prototype.hide=function(b){b&&b.preventDefault(),b=a.Event("hide.bs.modal"),this.$element.trigger(b),this.isShown&&!b.isDefaultPrevented()&&(this.isShown=!1,this.escape(),this.resize(),a(document).off("focusin.bs.modal"),this.$element.removeClass("in").off("click.dismiss.bs.modal").off("mouseup.dismiss.bs.modal"),this.$dialog.off("mousedown.dismiss.bs.modal"),a.support.transition&&this.$element.hasClass("fade")?this.$element.one("bsTransitionEnd",a.proxy(this.hideModal,this)).emulateTransitionEnd(c.TRANSITION_DURATION):this.hideModal())},c.prototype.enforceFocus=function(){a(document).off("focusin.bs.modal").on("focusin.bs.modal",a.proxy(function(a){this.$element[0]===a.target||this.$element.has(a.target).length||this.$element.trigger("focus")},this))},c.prototype.escape=function(){this.isShown&&this.options.keyboard?this.$element.on("keydown.dismiss.bs.modal",a.proxy(function(a){27==a.which&&this.hide()},this)):this.isShown||this.$element.off("keydown.dismiss.bs.modal")},c.prototype.resize=function(){this.isShown?a(window).on("resize.bs.modal",a.proxy(this.handleUpdate,this)):a(window).off("resize.bs.modal")},c.prototype.hideModal=function(){var a=this;this.$element.hide(),this.backdrop(function(){a.$body.removeClass("modal-open"),a.resetAdjustments(),a.resetScrollbar(),a.$element.trigger("hidden.bs.modal")})},c.prototype.removeBackdrop=function(){this.$backdrop&&this.$backdrop.remove(),this.$backdrop=null},c.prototype.backdrop=function(b){var d=this,e=this.$element.hasClass("fade")?"fade":"";if(this.isShown&&this.options.backdrop){var f=a.support.transition&&e;if(this.$backdrop=a(document.createElement("div")).addClass("modal-backdrop "+e).appendTo(this.$body),this.$element.on("click.dismiss.bs.modal",a.proxy(function(a){return this.ignoreBackdropClick?void(this.ignoreBackdropClick=!1):void(a.target===a.currentTarget&&("static"==this.options.backdrop?this.$element[0].focus():this.hide()))},this)),f&&this.$backdrop[0].offsetWidth,this.$backdrop.addClass("in"),!b)return;f?this.$backdrop.one("bsTransitionEnd",b).emulateTransitionEnd(c.BACKDROP_TRANSITION_DURATION):b()}else if(!this.isShown&&this.$backdrop){this.$backdrop.removeClass("in");var g=function(){d.removeBackdrop(),b&&b()};a.support.transition&&this.$element.hasClass("fade")?this.$backdrop.one("bsTransitionEnd",g).emulateTransitionEnd(c.BACKDROP_TRANSITION_DURATION):g()}else b&&b()},c.prototype.handleUpdate=function(){this.adjustDialog()},c.prototype.adjustDialog=function(){var a=this.$element[0].scrollHeight>document.documentElement.clientHeight;this.$element.css({paddingLeft:!this.bodyIsOverflowing&&a?this.scrollbarWidth:"",paddingRight:this.bodyIsOverflowing&&!a?this.scrollbarWidth:""})},c.prototype.resetAdjustments=function(){this.$element.css({paddingLeft:"",paddingRight:""})},c.prototype.checkScrollbar=function(){var a=window.innerWidth;if(!a){var b=document.documentElement.getBoundingClientRect();a=b.right-Math.abs(b.left)}this.bodyIsOverflowing=document.body.clientWidth<a,this.scrollbarWidth=this.measureScrollbar()},c.prototype.setScrollbar=function(){var a=parseInt(this.$body.css("padding-right")||0,10);this.originalBodyPad=document.body.style.paddingRight||"",this.bodyIsOverflowing&&this.$body.css("padding-right",a+this.scrollbarWidth)},c.prototype.resetScrollbar=function(){this.$body.css("padding-right",this.originalBodyPad)},c.prototype.measureScrollbar=function(){var a=document.createElement("div");a.className="modal-scrollbar-measure",this.$body.append(a);var b=a.offsetWidth-a.clientWidth;return this.$body[0].removeChild(a),b};var d=a.fn.modal;a.fn.modal=b,a.fn.modal.Constructor=c,a.fn.modal.noConflict=function(){return a.fn.modal=d,this},a(document).on("click.bs.modal.data-api",'[data-toggle="modal"]',function(c){var d=a(this),e=d.attr("href"),f=a(d.attr("data-target")||e&&e.replace(/.*(?=#[^\s]+$)/,"")),g=f.data("bs.modal")?"toggle":a.extend({remote:!/#/.test(e)&&e},f.data(),d.data());d.is("a")&&c.preventDefault(),f.one("show.bs.modal",function(a){a.isDefaultPrevented()||f.one("hidden.bs.modal",function(){d.is(":visible")&&d.trigger("focus")})}),b.call(f,g,this)})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.tooltip"),f="object"==typeof b&&b;(e||!/destroy|hide/.test(b))&&(e||d.data("bs.tooltip",e=new c(this,f)),"string"==typeof b&&e[b]())})}var c=function(a,b){this.type=null,this.options=null,this.enabled=null,this.timeout=null,this.hoverState=null,this.$element=null,this.inState=null,this.init("tooltip",a,b)};c.VERSION="3.3.5",c.TRANSITION_DURATION=150,c.DEFAULTS={animation:!0,placement:"top",selector:!1,template:'<div class="tooltip" role="tooltip"><div class="tooltip-arrow"></div><div class="tooltip-inner"></div></div>',trigger:"hover focus",title:"",delay:0,html:!1,container:!1,viewport:{selector:"body",padding:0}},c.prototype.init=function(b,c,d){if(this.enabled=!0,this.type=b,this.$element=a(c),this.options=this.getOptions(d),this.$viewport=this.options.viewport&&a(a.isFunction(this.options.viewport)?this.options.viewport.call(this,this.$element):this.options.viewport.selector||this.options.viewport),this.inState={click:!1,hover:!1,focus:!1},this.$element[0]instanceof document.constructor&&!this.options.selector)throw new Error("`selector` option must be specified when initializing "+this.type+" on the window.document object!");for(var e=this.options.trigger.split(" "),f=e.length;f--;){var g=e[f];if("click"==g)this.$element.on("click."+this.type,this.options.selector,a.proxy(this.toggle,this));else if("manual"!=g){var h="hover"==g?"mouseenter":"focusin",i="hover"==g?"mouseleave":"focusout";this.$element.on(h+"."+this.type,this.options.selector,a.proxy(this.enter,this)),this.$element.on(i+"."+this.type,this.options.selector,a.proxy(this.leave,this))}}this.options.selector?this._options=a.extend({},this.options,{trigger:"manual",selector:""}):this.fixTitle()},c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.getOptions=function(b){return b=a.extend({},this.getDefaults(),this.$element.data(),b),b.delay&&"number"==typeof b.delay&&(b.delay={show:b.delay,hide:b.delay}),b},c.prototype.getDelegateOptions=function(){var b={},c=this.getDefaults();return this._options&&a.each(this._options,function(a,d){c[a]!=d&&(b[a]=d)}),b},c.prototype.enter=function(b){var c=b instanceof this.constructor?b:a(b.currentTarget).data("bs."+this.type);return c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c)),b instanceof a.Event&&(c.inState["focusin"==b.type?"focus":"hover"]=!0),c.tip().hasClass("in")||"in"==c.hoverState?void(c.hoverState="in"):(clearTimeout(c.timeout),c.hoverState="in",c.options.delay&&c.options.delay.show?void(c.timeout=setTimeout(function(){"in"==c.hoverState&&c.show()},c.options.delay.show)):c.show())},c.prototype.isInStateTrue=function(){for(var a in this.inState)if(this.inState[a])return!0;return!1},c.prototype.leave=function(b){var c=b instanceof this.constructor?b:a(b.currentTarget).data("bs."+this.type);return c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c)),b instanceof a.Event&&(c.inState["focusout"==b.type?"focus":"hover"]=!1),c.isInStateTrue()?void 0:(clearTimeout(c.timeout),c.hoverState="out",c.options.delay&&c.options.delay.hide?void(c.timeout=setTimeout(function(){"out"==c.hoverState&&c.hide()},c.options.delay.hide)):c.hide())},c.prototype.show=function(){var b=a.Event("show.bs."+this.type);if(this.hasContent()&&this.enabled){this.$element.trigger(b);var d=a.contains(this.$element[0].ownerDocument.documentElement,this.$element[0]);if(b.isDefaultPrevented()||!d)return;var e=this,f=this.tip(),g=this.getUID(this.type);this.setContent(),f.attr("id",g),this.$element.attr("aria-describedby",g),this.options.animation&&f.addClass("fade");var h="function"==typeof this.options.placement?this.options.placement.call(this,f[0],this.$element[0]):this.options.placement,i=/\s?auto?\s?/i,j=i.test(h);j&&(h=h.replace(i,"")||"top"),f.detach().css({top:0,left:0,display:"block"}).addClass(h).data("bs."+this.type,this),this.options.container?f.appendTo(this.options.container):f.insertAfter(this.$element),this.$element.trigger("inserted.bs."+this.type);var k=this.getPosition(),l=f[0].offsetWidth,m=f[0].offsetHeight;if(j){var n=h,o=this.getPosition(this.$viewport);h="bottom"==h&&k.bottom+m>o.bottom?"top":"top"==h&&k.top-m<o.top?"bottom":"right"==h&&k.right+l>o.width?"left":"left"==h&&k.left-l<o.left?"right":h,f.removeClass(n).addClass(h)}var p=this.getCalculatedOffset(h,k,l,m);this.applyPlacement(p,h);var q=function(){var a=e.hoverState;e.$element.trigger("shown.bs."+e.type),e.hoverState=null,"out"==a&&e.leave(e)};a.support.transition&&this.$tip.hasClass("fade")?f.one("bsTransitionEnd",q).emulateTransitionEnd(c.TRANSITION_DURATION):q()}},c.prototype.applyPlacement=function(b,c){var d=this.tip(),e=d[0].offsetWidth,f=d[0].offsetHeight,g=parseInt(d.css("margin-top"),10),h=parseInt(d.css("margin-left"),10);isNaN(g)&&(g=0),isNaN(h)&&(h=0),b.top+=g,b.left+=h,a.offset.setOffset(d[0],a.extend({using:function(a){d.css({top:Math.round(a.top),left:Math.round(a.left)})}},b),0),d.addClass("in");var i=d[0].offsetWidth,j=d[0].offsetHeight;"top"==c&&j!=f&&(b.top=b.top+f-j);var k=this.getViewportAdjustedDelta(c,b,i,j);k.left?b.left+=k.left:b.top+=k.top;var l=/top|bottom/.test(c),m=l?2*k.left-e+i:2*k.top-f+j,n=l?"offsetWidth":"offsetHeight";d.offset(b),this.replaceArrow(m,d[0][n],l)},c.prototype.replaceArrow=function(a,b,c){this.arrow().css(c?"left":"top",50*(1-a/b)+"%").css(c?"top":"left","")},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle();a.find(".tooltip-inner")[this.options.html?"html":"text"](b),a.removeClass("fade in top bottom left right")},c.prototype.hide=function(b){function d(){"in"!=e.hoverState&&f.detach(),e.$element.removeAttr("aria-describedby").trigger("hidden.bs."+e.type),b&&b()}var e=this,f=a(this.$tip),g=a.Event("hide.bs."+this.type);return this.$element.trigger(g),g.isDefaultPrevented()?void 0:(f.removeClass("in"),a.support.transition&&f.hasClass("fade")?f.one("bsTransitionEnd",d).emulateTransitionEnd(c.TRANSITION_DURATION):d(),this.hoverState=null,this)},c.prototype.fixTitle=function(){var a=this.$element;(a.attr("title")||"string"!=typeof a.attr("data-original-title"))&&a.attr("data-original-title",a.attr("title")||"").attr("title","")},c.prototype.hasContent=function(){return this.getTitle()},c.prototype.getPosition=function(b){b=b||this.$element;var c=b[0],d="BODY"==c.tagName,e=c.getBoundingClientRect();null==e.width&&(e=a.extend({},e,{width:e.right-e.left,height:e.bottom-e.top}));var f=d?{top:0,left:0}:b.offset(),g={scroll:d?document.documentElement.scrollTop||document.body.scrollTop:b.scrollTop()},h=d?{width:a(window).width(),height:a(window).height()}:null;return a.extend({},e,g,h,f)},c.prototype.getCalculatedOffset=function(a,b,c,d){return"bottom"==a?{top:b.top+b.height,left:b.left+b.width/2-c/2}:"top"==a?{top:b.top-d,left:b.left+b.width/2-c/2}:"left"==a?{top:b.top+b.height/2-d/2,left:b.left-c}:{top:b.top+b.height/2-d/2,left:b.left+b.width}},c.prototype.getViewportAdjustedDelta=function(a,b,c,d){var e={top:0,left:0};if(!this.$viewport)return e;var f=this.options.viewport&&this.options.viewport.padding||0,g=this.getPosition(this.$viewport);if(/right|left/.test(a)){var h=b.top-f-g.scroll,i=b.top+f-g.scroll+d;h<g.top?e.top=g.top-h:i>g.top+g.height&&(e.top=g.top+g.height-i)}else{var j=b.left-f,k=b.left+f+c;j<g.left?e.left=g.left-j:k>g.right&&(e.left=g.left+g.width-k)}return e},c.prototype.getTitle=function(){var a,b=this.$element,c=this.options;return a=b.attr("data-original-title")||("function"==typeof c.title?c.title.call(b[0]):c.title)},c.prototype.getUID=function(a){do a+=~~(1e6*Math.random());while(document.getElementById(a));return a},c.prototype.tip=function(){if(!this.$tip&&(this.$tip=a(this.options.template),1!=this.$tip.length))throw new Error(this.type+" `template` option must consist of exactly 1 top-level element!");return this.$tip},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(".tooltip-arrow")},c.prototype.enable=function(){this.enabled=!0},c.prototype.disable=function(){this.enabled=!1},c.prototype.toggleEnabled=function(){this.enabled=!this.enabled},c.prototype.toggle=function(b){var c=this;b&&(c=a(b.currentTarget).data("bs."+this.type),c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c))),b?(c.inState.click=!c.inState.click,c.isInStateTrue()?c.enter(c):c.leave(c)):c.tip().hasClass("in")?c.leave(c):c.enter(c)},c.prototype.destroy=function(){var a=this;clearTimeout(this.timeout),this.hide(function(){a.$element.off("."+a.type).removeData("bs."+a.type),a.$tip&&a.$tip.detach(),a.$tip=null,a.$arrow=null,a.$viewport=null})};var d=a.fn.tooltip;a.fn.tooltip=b,a.fn.tooltip.Constructor=c,a.fn.tooltip.noConflict=function(){return a.fn.tooltip=d,this}}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.popover"),f="object"==typeof b&&b;(e||!/destroy|hide/.test(b))&&(e||d.data("bs.popover",e=new c(this,f)),"string"==typeof b&&e[b]())})}var c=function(a,b){this.init("popover",a,b)};if(!a.fn.tooltip)throw new Error("Popover requires tooltip.js");c.VERSION="3.3.5",c.DEFAULTS=a.extend({},a.fn.tooltip.Constructor.DEFAULTS,{placement:"right",trigger:"click",content:"",template:'<div class="popover" role="tooltip"><div class="arrow"></div><h3 class="popover-title"></h3><div class="popover-content"></div></div>'}),c.prototype=a.extend({},a.fn.tooltip.Constructor.prototype),c.prototype.constructor=c,c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle(),c=this.getContent();a.find(".popover-title")[this.options.html?"html":"text"](b),a.find(".popover-content").children().detach().end()[this.options.html?"string"==typeof c?"html":"append":"text"](c),a.removeClass("fade top bottom left right in"),a.find(".popover-title").html()||a.find(".popover-title").hide()},c.prototype.hasContent=function(){return this.getTitle()||this.getContent()},c.prototype.getContent=function(){var a=this.$element,b=this.options;return a.attr("data-content")||("function"==typeof b.content?b.content.call(a[0]):b.content)},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(".arrow")};var d=a.fn.popover;a.fn.popover=b,a.fn.popover.Constructor=c,a.fn.popover.noConflict=function(){return a.fn.popover=d,this}}(jQuery),+function(a){"use strict";function b(c,d){this.$body=a(document.body),this.$scrollElement=a(a(c).is(document.body)?window:c),this.options=a.extend({},b.DEFAULTS,d),this.selector=(this.options.target||"")+" .nav li > a",this.offsets=[],this.targets=[],this.activeTarget=null,this.scrollHeight=0,this.$scrollElement.on("scroll.bs.scrollspy",a.proxy(this.process,this)),this.refresh(),this.process()}function c(c){return this.each(function(){var d=a(this),e=d.data("bs.scrollspy"),f="object"==typeof c&&c;e||d.data("bs.scrollspy",e=new b(this,f)),"string"==typeof c&&e[c]()})}b.VERSION="3.3.5",b.DEFAULTS={offset:10},b.prototype.getScrollHeight=function(){return this.$scrollElement[0].scrollHeight||Math.max(this.$body[0].scrollHeight,document.documentElement.scrollHeight)},b.prototype.refresh=function(){var b=this,c="offset",d=0;this.offsets=[],this.targets=[],this.scrollHeight=this.getScrollHeight(),a.isWindow(this.$scrollElement[0])||(c="position",d=this.$scrollElement.scrollTop()),this.$body.find(this.selector).map(function(){var b=a(this),e=b.data("target")||b.attr("href"),f=/^#./.test(e)&&a(e);return f&&f.length&&f.is(":visible")&&[[f[c]().top+d,e]]||null}).sort(function(a,b){return a[0]-b[0]}).each(function(){b.offsets.push(this[0]),b.targets.push(this[1])})},b.prototype.process=function(){var a,b=this.$scrollElement.scrollTop()+this.options.offset,c=this.getScrollHeight(),d=this.options.offset+c-this.$scrollElement.height(),e=this.offsets,f=this.targets,g=this.activeTarget;if(this.scrollHeight!=c&&this.refresh(),b>=d)return g!=(a=f[f.length-1])&&this.activate(a);if(g&&b<e[0])return this.activeTarget=null,this.clear();for(a=e.length;a--;)g!=f[a]&&b>=e[a]&&(void 0===e[a+1]||b<e[a+1])&&this.activate(f[a])},b.prototype.activate=function(b){this.activeTarget=b,this.clear();var c=this.selector+'[data-target="'+b+'"],'+this.selector+'[href="'+b+'"]',d=a(c).parents("li").addClass("active");d.parent(".dropdown-menu").length&&(d=d.closest("li.dropdown").addClass("active")),
d.trigger("activate.bs.scrollspy")},b.prototype.clear=function(){a(this.selector).parentsUntil(this.options.target,".active").removeClass("active")};var d=a.fn.scrollspy;a.fn.scrollspy=c,a.fn.scrollspy.Constructor=b,a.fn.scrollspy.noConflict=function(){return a.fn.scrollspy=d,this},a(window).on("load.bs.scrollspy.data-api",function(){a('[data-spy="scroll"]').each(function(){var b=a(this);c.call(b,b.data())})})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.tab");e||d.data("bs.tab",e=new c(this)),"string"==typeof b&&e[b]()})}var c=function(b){this.element=a(b)};c.VERSION="3.3.5",c.TRANSITION_DURATION=150,c.prototype.show=function(){var b=this.element,c=b.closest("ul:not(.dropdown-menu)"),d=b.data("target");if(d||(d=b.attr("href"),d=d&&d.replace(/.*(?=#[^\s]*$)/,"")),!b.parent("li").hasClass("active")){var e=c.find(".active:last a"),f=a.Event("hide.bs.tab",{relatedTarget:b[0]}),g=a.Event("show.bs.tab",{relatedTarget:e[0]});if(e.trigger(f),b.trigger(g),!g.isDefaultPrevented()&&!f.isDefaultPrevented()){var h=a(d);this.activate(b.closest("li"),c),this.activate(h,h.parent(),function(){e.trigger({type:"hidden.bs.tab",relatedTarget:b[0]}),b.trigger({type:"shown.bs.tab",relatedTarget:e[0]})})}}},c.prototype.activate=function(b,d,e){function f(){g.removeClass("active").find("> .dropdown-menu > .active").removeClass("active").end().find('[data-toggle="tab"]').attr("aria-expanded",!1),b.addClass("active").find('[data-toggle="tab"]').attr("aria-expanded",!0),h?(b[0].offsetWidth,b.addClass("in")):b.removeClass("fade"),b.parent(".dropdown-menu").length&&b.closest("li.dropdown").addClass("active").end().find('[data-toggle="tab"]').attr("aria-expanded",!0),e&&e()}var g=d.find("> .active"),h=e&&a.support.transition&&(g.length&&g.hasClass("fade")||!!d.find("> .fade").length);g.length&&h?g.one("bsTransitionEnd",f).emulateTransitionEnd(c.TRANSITION_DURATION):f(),g.removeClass("in")};var d=a.fn.tab;a.fn.tab=b,a.fn.tab.Constructor=c,a.fn.tab.noConflict=function(){return a.fn.tab=d,this};var e=function(c){c.preventDefault(),b.call(a(this),"show")};a(document).on("click.bs.tab.data-api",'[data-toggle="tab"]',e).on("click.bs.tab.data-api",'[data-toggle="pill"]',e)}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.affix"),f="object"==typeof b&&b;e||d.data("bs.affix",e=new c(this,f)),"string"==typeof b&&e[b]()})}var c=function(b,d){this.options=a.extend({},c.DEFAULTS,d),this.$target=a(this.options.target).on("scroll.bs.affix.data-api",a.proxy(this.checkPosition,this)).on("click.bs.affix.data-api",a.proxy(this.checkPositionWithEventLoop,this)),this.$element=a(b),this.affixed=null,this.unpin=null,this.pinnedOffset=null,this.checkPosition()};c.VERSION="3.3.5",c.RESET="affix affix-top affix-bottom",c.DEFAULTS={offset:0,target:window},c.prototype.getState=function(a,b,c,d){var e=this.$target.scrollTop(),f=this.$element.offset(),g=this.$target.height();if(null!=c&&"top"==this.affixed)return c>e?"top":!1;if("bottom"==this.affixed)return null!=c?e+this.unpin<=f.top?!1:"bottom":a-d>=e+g?!1:"bottom";var h=null==this.affixed,i=h?e:f.top,j=h?g:b;return null!=c&&c>=e?"top":null!=d&&i+j>=a-d?"bottom":!1},c.prototype.getPinnedOffset=function(){if(this.pinnedOffset)return this.pinnedOffset;this.$element.removeClass(c.RESET).addClass("affix");var a=this.$target.scrollTop(),b=this.$element.offset();return this.pinnedOffset=b.top-a},c.prototype.checkPositionWithEventLoop=function(){setTimeout(a.proxy(this.checkPosition,this),1)},c.prototype.checkPosition=function(){if(this.$element.is(":visible")){var b=this.$element.height(),d=this.options.offset,e=d.top,f=d.bottom,g=Math.max(a(document).height(),a(document.body).height());"object"!=typeof d&&(f=e=d),"function"==typeof e&&(e=d.top(this.$element)),"function"==typeof f&&(f=d.bottom(this.$element));var h=this.getState(g,b,e,f);if(this.affixed!=h){null!=this.unpin&&this.$element.css("top","");var i="affix"+(h?"-"+h:""),j=a.Event(i+".bs.affix");if(this.$element.trigger(j),j.isDefaultPrevented())return;this.affixed=h,this.unpin="bottom"==h?this.getPinnedOffset():null,this.$element.removeClass(c.RESET).addClass(i).trigger(i.replace("affix","affixed")+".bs.affix")}"bottom"==h&&this.$element.offset({top:g-b-f})}};var d=a.fn.affix;a.fn.affix=b,a.fn.affix.Constructor=c,a.fn.affix.noConflict=function(){return a.fn.affix=d,this},a(window).on("load",function(){a('[data-spy="affix"]').each(function(){var c=a(this),d=c.data();d.offset=d.offset||{},null!=d.offsetBottom&&(d.offset.bottom=d.offsetBottom),null!=d.offsetTop&&(d.offset.top=d.offsetTop),b.call(c,d)})})}(jQuery);"></script>
+<script src="data:application/x-javascript;base64,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"></script>
+<script src="data:application/x-javascript;base64,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"></script>
+<link href="data:text/css;charset=utf-8,%2Epagedtable%20%7B%0Aoverflow%3A%20auto%3B%0Apadding%2Dleft%3A%208px%3B%0Apadding%2Dright%3A%208px%3B%0A%7D%0A%2Epagedtable%2Dwrapper%20%7B%0Aborder%3A%201px%20solid%20%23ccc%3B%0Aborder%2Dradius%3A%204px%3B%0Amargin%2Dbottom%3A%2010px%3B%0A%7D%0A%2Epagedtable%20table%20%7B%0Awidth%3A%20100%25%3B%0Amax%2Dwidth%3A%20100%25%3B%0Amargin%3A%200%3B%0A%7D%0A%2Epagedtable%20th%20%7B%0Apadding%3A%200%205px%200%205px%3B%0Aborder%3A%20none%3B%0Aborder%2Dbottom%3A%202px%20solid%20%23dddddd%3B%0Amin%2Dwidth%3A%2045px%3B%0A%7D%0A%2Epagedtable%2Dempty%20th%20%7B%0Adisplay%3A%20none%3B%0A%7D%0A%2Epagedtable%20td%20%7B%0Apadding%3A%200%204px%200%204px%3B%0A%7D%0A%2Epagedtable%20%2Eeven%20%7B%0Abackground%2Dcolor%3A%20%23fcfcfc%3B%0A%7D%0A%2Epagedtable%2Dpadding%2Dcol%20%7B%0Adisplay%3A%20none%3B%0A%7D%0A%2Epagedtable%20a%20%7B%0A%2Dwebkit%2Dtouch%2Dcallout%3A%20none%3B%0A%2Dwebkit%2Duser%2Dselect%3A%20none%3B%0A%2Dkhtml%2Duser%2Dselect%3A%20none%3B%0A%2Dmoz%2Duser%2Dselect%3A%20none%3B%0A%2Dms%2Duser%2Dselect%3A%20none%3B%0Auser%2Dselect%3A%20none%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dnav%20%7B%0Acursor%3A%20pointer%3B%0Apadding%3A%200%205px%200%205px%3B%0Afloat%3A%20right%3B%0Aborder%3A%200%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dnav%2Ddisabled%20%7B%0Acursor%3A%20default%3B%0Atext%2Ddecoration%3A%20none%3B%0Acolor%3A%20%23999%3B%0A%7D%0Aa%2Epagedtable%2Dindex%2Dnav%2Ddisabled%3Ahover%20%7B%0Atext%2Ddecoration%3A%20none%3B%0Acolor%3A%20%23999%3B%0A%7D%0A%2Epagedtable%2Dindexes%20%7B%0Acursor%3A%20pointer%3B%0Afloat%3A%20right%3B%0Aborder%3A%200%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dcurrent%20%7B%0Acursor%3A%20default%3B%0Atext%2Ddecoration%3A%20none%3B%0Afont%2Dweight%3A%20bold%3B%0Acolor%3A%20%23333%3B%0Aborder%3A%200%3B%0A%7D%0Aa%2Epagedtable%2Dindex%2Dcurrent%3Ahover%20%7B%0Atext%2Ddecoration%3A%20none%3B%0Afont%2Dweight%3A%20bold%3B%0Acolor%3A%20%23333%3B%0A%7D%0A%2Epagedtable%2Dindex%20%7B%0Awidth%3A%2030px%3B%0Adisplay%3A%20inline%2Dblock%3B%0Atext%2Dalign%3A%20center%3B%0Aborder%3A%200%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dseparator%2Dleft%20%7B%0Adisplay%3A%20inline%2Dblock%3B%0Acolor%3A%20%23333%3B%0Afont%2Dsize%3A%209px%3B%0Apadding%3A%200%200%200%200%3B%0Acursor%3A%20default%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dseparator%2Dright%20%7B%0Adisplay%3A%20inline%2Dblock%3B%0Acolor%3A%20%23333%3B%0Afont%2Dsize%3A%209px%3B%0Apadding%3A%200%204px%200%200%3B%0Acursor%3A%20default%3B%0A%7D%0A%2Epagedtable%2Dfooter%20%7B%0Apadding%2Dtop%3A%204px%3B%0Apadding%2Dbottom%3A%205px%3B%0A%7D%0A%2Epagedtable%2Dnot%2Dempty%20%2Epagedtable%2Dfooter%20%7B%0Aborder%2Dtop%3A%202px%20solid%20%23dddddd%3B%0A%7D%0A%2Epagedtable%2Dinfo%20%7B%0Aoverflow%3A%20hidden%3B%0Acolor%3A%20%23999%3B%0Awhite%2Dspace%3A%20nowrap%3B%0Atext%2Doverflow%3A%20ellipsis%3B%0A%7D%0A%2Epagedtable%2Dheader%2Dname%20%7B%0Aoverflow%3A%20hidden%3B%0Atext%2Doverflow%3A%20ellipsis%3B%0A%7D%0A%2Epagedtable%2Dheader%2Dtype%20%7B%0Acolor%3A%20%23999%3B%0Afont%2Dweight%3A%20400%3B%0A%7D%0A%2Epagedtable%2Dna%2Dcell%20%7B%0Afont%2Dstyle%3A%20italic%3B%0Aopacity%3A%200%2E3%3B%0A%7D%0A" rel="stylesheet" />
+<script src="data:application/x-javascript;base64,// Production steps of ECMA-262, Edition 5, 15.4.4.18
// Reference: http://es5.github.io/#x15.4.4.18
if (!Array.prototype.forEach) {

  Array.prototype.forEach = function(callback, thisArg) {

    var T, k;

    if (this === null) {
      throw new TypeError(' this is null or not defined');
    }

    // 1. Let O be the result of calling toObject() passing the
    // |this| value as the argument.
    var O = Object(this);

    // 2. Let lenValue be the result of calling the Get() internal
    // method of O with the argument "length".
    // 3. Let len be toUint32(lenValue).
    var len = O.length >>> 0;

    // 4. If isCallable(callback) is false, throw a TypeError exception.
    // See: http://es5.github.com/#x9.11
    if (typeof callback !== "function") {
      throw new TypeError(callback + ' is not a function');
    }

    // 5. If thisArg was supplied, let T be thisArg; else let
    // T be undefined.
    if (arguments.length > 1) {
      T = thisArg;
    }

    // 6. Let k be 0
    k = 0;

    // 7. Repeat, while k < len
    while (k < len) {

      var kValue;

      // a. Let Pk be ToString(k).
      //    This is implicit for LHS operands of the in operator
      // b. Let kPresent be the result of calling the HasProperty
      //    internal method of O with argument Pk.
      //    This step can be combined with c
      // c. If kPresent is true, then
      if (k in O) {

        // i. Let kValue be the result of calling the Get internal
        // method of O with argument Pk.
        kValue = O[k];

        // ii. Call the Call internal method of callback with T as
        // the this value and argument list containing kValue, k, and O.
        callback.call(T, kValue, k, O);
      }
      // d. Increase k by 1.
      k++;
    }
    // 8. return undefined
  };
}

// Production steps of ECMA-262, Edition 5, 15.4.4.19
// Reference: http://es5.github.io/#x15.4.4.19
if (!Array.prototype.map) {

  Array.prototype.map = function(callback, thisArg) {

    var T, A, k;

    if (this == null) {
      throw new TypeError(' this is null or not defined');
    }

    // 1. Let O be the result of calling ToObject passing the |this|
    //    value as the argument.
    var O = Object(this);

    // 2. Let lenValue be the result of calling the Get internal
    //    method of O with the argument "length".
    // 3. Let len be ToUint32(lenValue).
    var len = O.length >>> 0;

    // 4. If IsCallable(callback) is false, throw a TypeError exception.
    // See: http://es5.github.com/#x9.11
    if (typeof callback !== 'function') {
      throw new TypeError(callback + ' is not a function');
    }

    // 5. If thisArg was supplied, let T be thisArg; else let T be undefined.
    if (arguments.length > 1) {
      T = thisArg;
    }

    // 6. Let A be a new array created as if by the expression new Array(len)
    //    where Array is the standard built-in constructor with that name and
    //    len is the value of len.
    A = new Array(len);

    // 7. Let k be 0
    k = 0;

    // 8. Repeat, while k < len
    while (k < len) {

      var kValue, mappedValue;

      // a. Let Pk be ToString(k).
      //   This is implicit for LHS operands of the in operator
      // b. Let kPresent be the result of calling the HasProperty internal
      //    method of O with argument Pk.
      //   This step can be combined with c
      // c. If kPresent is true, then
      if (k in O) {

        // i. Let kValue be the result of calling the Get internal
        //    method of O with argument Pk.
        kValue = O[k];

        // ii. Let mappedValue be the result of calling the Call internal
        //     method of callback with T as the this value and argument
        //     list containing kValue, k, and O.
        mappedValue = callback.call(T, kValue, k, O);

        // iii. Call the DefineOwnProperty internal method of A with arguments
        // Pk, Property Descriptor
        // { Value: mappedValue,
        //   Writable: true,
        //   Enumerable: true,
        //   Configurable: true },
        // and false.

        // In browsers that support Object.defineProperty, use the following:
        // Object.defineProperty(A, k, {
        //   value: mappedValue,
        //   writable: true,
        //   enumerable: true,
        //   configurable: true
        // });

        // For best browser support, use the following:
        A[k] = mappedValue;
      }
      // d. Increase k by 1.
      k++;
    }

    // 9. return A
    return A;
  };
}

var PagedTable = function (pagedTable) {
  var me = this;

  var source = function(pagedTable) {
    var sourceElems = [].slice.call(pagedTable.children).filter(function(e) {
      return e.hasAttribute("data-pagedtable-source");
    });

    if (sourceElems === null || sourceElems.length !== 1) {
      throw("A single data-pagedtable-source was not found");
    }

    return JSON.parse(sourceElems[0].innerHTML);
  }(pagedTable);

  var options = function(source) {
    var options = typeof(source.options) !== "undefined" &&
      source.options !== null ? source.options : {};

    var columns = typeof(options.columns) !== "undefined" ? options.columns : {};
    var rows = typeof(options.rows) !== "undefined" ? options.rows : {};

    var positiveIntOrNull = function(value) {
      return parseInt(value) >= 0 ? parseInt(value) : null;
    };

    return {
      pages: positiveIntOrNull(options.pages),
      rows: {
        min: positiveIntOrNull(rows.min),
        max: positiveIntOrNull(rows.max),
        total: positiveIntOrNull(rows.total)
      },
      columns: {
        min: positiveIntOrNull(columns.min),
        max: positiveIntOrNull(columns.max),
        total: positiveIntOrNull(columns.total)
      }
    };
  }(source);

  var Measurer = function() {

    // set some default initial values that will get adjusted in runtime
    me.measures = {
      padding: 12,
      character: 8,
      height: 15,
      defaults: true
    };

    me.calculate = function(measuresCell) {
      if (!me.measures.defaults)
        return;

      var measuresCellStyle = window.getComputedStyle(measuresCell, null);

      var newPadding = parsePadding(measuresCellStyle.paddingLeft) +
            parsePadding(measuresCellStyle.paddingRight);

      var sampleString = "ABCDEFGHIJ0123456789";
      var newCharacter = Math.ceil(measuresCell.clientWidth / sampleString.length);

      if (newPadding <= 0 || newCharacter <= 0)
        return;

      me.measures.padding = newPadding;
      me.measures.character = newCharacter;
      me.measures.height = measuresCell.clientHeight;
      me.measures.defaults = false;
    };

    return me;
  };

  var Page = function(data, options) {
    var me = this;

    var defaults = {
      max: 7,
      rows: 10
    };

    var totalPages = function() {
      return Math.ceil(data.length / me.rows);
    };

    me.number = 0;
    me.max = options.pages !== null ? options.pages : defaults.max;
    me.visible = me.max;
    me.rows = options.rows.min !== null ? options.rows.min : defaults.rows;
    me.total = totalPages();

    me.setRows = function(newRows) {
      me.rows = newRows;
      me.total = totalPages();
    };

    me.setPageNumber = function(newPageNumber) {
      if (newPageNumber < 0) newPageNumber = 0;
      if (newPageNumber >= me.total) newPageNumber = me.total - 1;

      me.number = newPageNumber;
    };

    me.setVisiblePages = function(visiblePages) {
      me.visible = Math.min(me.max, visiblePages);
      me.setPageNumber(me.number);
    };

    me.getVisiblePageRange = function() {
      var start = me.number - Math.max(Math.floor((me.visible - 1) / 2), 0);
      var end = me.number + Math.floor(me.visible / 2) + 1;
      var pageCount = me.total;

      if (start < 0) {
        var diffToStart = 0 - start;
        start += diffToStart;
        end += diffToStart;
      }

      if (end > pageCount) {
        var diffToEnd = end - pageCount;
        start -= diffToEnd;
        end -= diffToEnd;
      }

      start = start < 0 ? 0 : start;
      end = end >= pageCount ? pageCount : end;

      var first = false;
      var last = false;

      if (start > 0 && me.visible > 1) {
        start = start + 1;
        first = true;
      }

      if (end < pageCount && me.visible > 2) {
        end = end - 1;
        last = true;
      }

      return {
        first: first,
        start: start,
        end: end,
        last: last
      };
    };

    me.getRowStart = function() {
      var rowStart = page.number * page.rows;
      if (rowStart < 0)
        rowStart = 0;

      return rowStart;
    };

    me.getRowEnd = function() {
      var rowStart = me.getRowStart();
      return Math.min(rowStart + me.rows, data.length);
    };

    me.getPaddingRows = function() {
      var rowStart = me.getRowStart();
      var rowEnd = me.getRowEnd();
      return data.length > me.rows ? me.rows - (rowEnd - rowStart) : 0;
    };
  };

  var Columns = function(data, columns, options) {
    var me = this;

    me.defaults = {
      min: 5
    };

    me.number = 0;
    me.visible = 0;
    me.total = columns.length;
    me.subset = [];
    me.padding = 0;
    me.min = options.columns.min !== null ? options.columns.min : me.defaults.min;
    me.max = options.columns.max !== null ? options.columns.max : null;
    me.widths = {};

    var widthsLookAhead = Math.max(100, options.rows.min);
    var paddingColChars = 10;

    me.emptyNames = function() {
      columns.forEach(function(column) {
        if (columns.label !== null && columns.label !== "")
          return false;
      });

      return true;
    };

    var parsePadding = function(value) {
      return parseInt(value) >= 0 ? parseInt(value) : 0;
    };

    me.calculateWidths = function(measures) {
      columns.forEach(function(column) {
        var maxChars = Math.max(
          column.label.toString().length,
          column.type.toString().length
        );

        for (var idxRow = 0; idxRow < Math.min(widthsLookAhead, data.length); idxRow++) {
          maxChars = Math.max(maxChars, data[idxRow][column.name.toString()].length);
        }

        me.widths[column.name] = {
          // width in characters
          chars: maxChars,
          // width for the inner html columns
          inner: maxChars * measures.character,
          // width adding outer styles like padding
          outer: maxChars * measures.character + measures.padding
        };
      });
    };

    me.getWidth = function() {
      var widthOuter = 0;
      for (var idxCol = 0; idxCol < me.subset.length; idxCol++) {
        var columnName = me.subset[idxCol].name;
        widthOuter = widthOuter + me.widths[columnName].outer;
      }

      widthOuter = widthOuter + me.padding * paddingColChars * measurer.measures.character;

      if (me.hasMoreLeftColumns()) {
        widthOuter = widthOuter + columnNavigationWidthPX + measurer.measures.padding;
      }

      if (me.hasMoreRightColumns()) {
        widthOuter = widthOuter + columnNavigationWidthPX + measurer.measures.padding;
      }

      return widthOuter;
    };

    me.updateSlice = function() {
      if (me.number + me.visible >= me.total)
        me.number = me.total - me.visible;

      if (me.number < 0) me.number = 0;

      me.subset = columns.slice(me.number, Math.min(me.number + me.visible, me.total));

      me.subset = me.subset.map(function(column) {
        Object.keys(column).forEach(function(colKey) {
          column[colKey] = column[colKey] === null ? "" : column[colKey].toString();
        });

        column.width = null;
        return column;
      });
    };

    me.setVisibleColumns = function(columnNumber, newVisibleColumns, paddingCount) {
      me.number = columnNumber;
      me.visible = newVisibleColumns;
      me.padding = paddingCount;

      me.updateSlice();
    };

    me.incColumnNumber = function(increment) {
      me.number = me.number + increment;
    };

    me.setColumnNumber = function(newNumber) {
      me.number = newNumber;
    };

    me.setPaddingCount = function(newPadding) {
      me.padding = newPadding;
    };

    me.getPaddingCount = function() {
      return me.padding;
    };

    me.hasMoreLeftColumns = function() {
      return me.number > 0;
    };

    me.hasMoreRightColumns = function() {
      return me.number + me.visible < me.total;
    };

    me.updateSlice(0);
    return me;
  };

  var data = source.data;
  var page = new Page(data, options);
  var measurer = new Measurer(data, options);
  var columns = new Columns(data, source.columns, options);

  var table = null;
  var tableDiv = null;
  var header = null;
  var footer = null;
  var tbody = null;

  // Caches pagedTable.clientWidth, specially for webkit
  var cachedPagedTableClientWidth = null;

  var onChangeCallbacks = [];

  var clearSelection = function() {
    if(document.selection && document.selection.empty) {
      document.selection.empty();
    } else if(window.getSelection) {
      var sel = window.getSelection();
      sel.removeAllRanges();
    }
  };

  var columnNavigationWidthPX = 5;

  var renderColumnNavigation = function(increment, backwards) {
    var arrow = document.createElement("div");
    arrow.setAttribute("style",
      "border-top: " + columnNavigationWidthPX + "px solid transparent;" +
      "border-bottom: " + columnNavigationWidthPX + "px solid transparent;" +
      "border-" + (backwards ? "right" : "left") + ": " + columnNavigationWidthPX + "px solid;");

    var header = document.createElement("th");
    header.appendChild(arrow);
    header.setAttribute("style",
      "cursor: pointer;" +
      "vertical-align: middle;" +
      "min-width: " + columnNavigationWidthPX + "px;" +
      "width: " + columnNavigationWidthPX + "px;");

    header.onclick = function() {
      columns.incColumnNumber(backwards ? -1 : increment);

      me.animateColumns(backwards);
      renderFooter();

      clearSelection();
      triggerOnChange();
    };

    return header;
  };

  var maxColumnWidth = function(width) {
    var padding = 80;
    var columnMax = Math.max(cachedPagedTableClientWidth - padding, 0);

    return parseInt(width) > 0 ?
      Math.min(columnMax, parseInt(width)) + "px" :
      columnMax + "px";
  };

  var clearHeader = function() {
    var thead = pagedTable.querySelectorAll("thead")[0];
    thead.innerHTML = "";
  };

  var renderHeader = function(clear) {
    cachedPagedTableClientWidth = pagedTable.clientWidth;

    var fragment = document.createDocumentFragment();

    header = document.createElement("tr");
    fragment.appendChild(header);

    if (columns.number > 0)
      header.appendChild(renderColumnNavigation(-columns.visible, true));

    columns.subset = columns.subset.map(function(columnData) {
      var column = document.createElement("th");
      column.setAttribute("align", columnData.align);
      column.style.textAlign = columnData.align;

      column.style.maxWidth = maxColumnWidth(null);
      if (columnData.width) {
        column.style.minWidth =
          column.style.maxWidth = maxColumnWidth(columnData.width);
      }

      var columnName = document.createElement("div");
      columnName.setAttribute("class", "pagedtable-header-name");
      if (columnData.label === "") {
        columnName.innerHTML = "&nbsp;";
      }
      else {
        columnName.appendChild(document.createTextNode(columnData.label));
      }
      column.appendChild(columnName);

      var columnType = document.createElement("div");
      columnType.setAttribute("class", "pagedtable-header-type");
      if (columnData.type === "") {
        columnType.innerHTML = "&nbsp;";
      }
      else {
        columnType.appendChild(document.createTextNode("<" + columnData.type + ">"));
      }
      column.appendChild(columnType);

      header.appendChild(column);

      columnData.element = column;

      return columnData;
    });

    for (var idx = 0; idx < columns.getPaddingCount(); idx++) {
      var paddingCol = document.createElement("th");
      paddingCol.setAttribute("class", "pagedtable-padding-col");
      header.appendChild(paddingCol);
    }

    if (columns.number + columns.visible < columns.total)
      header.appendChild(renderColumnNavigation(columns.visible, false));

    if (typeof(clear) == "undefined" || clear) clearHeader();
    var thead = pagedTable.querySelectorAll("thead")[0];
    thead.appendChild(fragment);
  };

  me.animateColumns = function(backwards) {
    var thead = pagedTable.querySelectorAll("thead")[0];

    var headerOld = thead.querySelectorAll("tr")[0];
    var tbodyOld = table.querySelectorAll("tbody")[0];

    me.fitColumns(backwards);

    renderHeader(false);

    header.style.opacity = "0";
    header.style.transform = backwards ? "translateX(-30px)" : "translateX(30px)";
    header.style.transition = "transform 200ms linear, opacity 200ms";
    header.style.transitionDelay = "0";

    renderBody(false);

    if (headerOld) {
      headerOld.style.position = "absolute";
      headerOld.style.transform = "translateX(0px)";
      headerOld.style.opacity = "1";
      headerOld.style.transition = "transform 100ms linear, opacity 100ms";
      headerOld.setAttribute("class", "pagedtable-remove-head");
      if (headerOld.style.transitionEnd) {
        headerOld.addEventListener("transitionend", function() {
          var headerOldByClass = thead.querySelector(".pagedtable-remove-head");
          if (headerOldByClass) thead.removeChild(headerOldByClass);
        });
      }
      else {
        thead.removeChild(headerOld);
      }
    }

    if (tbodyOld) table.removeChild(tbodyOld);

    tbody.style.opacity = "0";
    tbody.style.transition = "transform 200ms linear, opacity 200ms";
    tbody.style.transitionDelay = "0ms";

    // force relayout
    window.getComputedStyle(header).opacity;
    window.getComputedStyle(tbody).opacity;

    if (headerOld) {
      headerOld.style.transform = backwards ? "translateX(20px)" : "translateX(-30px)";
      headerOld.style.opacity = "0";
    }

    header.style.transform = "translateX(0px)";
    header.style.opacity = "1";

    tbody.style.opacity = "1";
  }

  me.onChange = function(callback) {
    onChangeCallbacks.push(callback);
  };

  var triggerOnChange = function() {
    onChangeCallbacks.forEach(function(onChange) {
      onChange();
    });
  };

  var clearBody = function() {
    if (tbody) {
      table.removeChild(tbody);
      tbody = null;
    }
  };

  var renderBody = function(clear) {
    cachedPagedTableClientWidth = pagedTable.clientWidth

    var fragment = document.createDocumentFragment();

    var pageData = data.slice(page.getRowStart(), page.getRowEnd());

    pageData.forEach(function(dataRow, idxRow) {
      var htmlRow = document.createElement("tr");
      htmlRow.setAttribute("class", (idxRow % 2 !==0) ? "even" : "odd");

      if (columns.hasMoreLeftColumns())
        htmlRow.appendChild(document.createElement("td"));

      columns.subset.forEach(function(columnData) {
        var cellName = columnData.name;
        var dataCell = dataRow[cellName];
        var htmlCell = document.createElement("td");

        if (dataCell === "NA") htmlCell.setAttribute("class", "pagedtable-na-cell");
        if (dataCell === "__NA__") dataCell = "NA";

        var cellText = document.createTextNode(dataCell);
        htmlCell.appendChild(cellText);
        if (dataCell.length > 50) {
          htmlCell.setAttribute("title", dataCell);
        }
        htmlCell.setAttribute("align", columnData.align);
        htmlCell.style.textAlign = columnData.align;
        htmlCell.style.maxWidth = maxColumnWidth(null);
        if (columnData.width) {
          htmlCell.style.minWidth = htmlCell.style.maxWidth = maxColumnWidth(columnData.width);
        }
        htmlRow.appendChild(htmlCell);
      });

      for (var idx = 0; idx < columns.getPaddingCount(); idx++) {
        var paddingCol = document.createElement("td");
        paddingCol.setAttribute("class", "pagedtable-padding-col");
        htmlRow.appendChild(paddingCol);
      }

      if (columns.hasMoreRightColumns())
        htmlRow.appendChild(document.createElement("td"));

      fragment.appendChild(htmlRow);
    });

    for (var idxPadding = 0; idxPadding < page.getPaddingRows(); idxPadding++) {
      var paddingRow = document.createElement("tr");

      var paddingCellRow = document.createElement("td");
      paddingCellRow.innerHTML = "&nbsp;";
      paddingCellRow.setAttribute("colspan", "100%");
      paddingRow.appendChild(paddingCellRow);

      fragment.appendChild(paddingRow);
    }

    if (typeof(clear) == "undefined" || clear) clearBody();
    tbody = document.createElement("tbody");
    tbody.appendChild(fragment);

    table.appendChild(tbody);
  };

  var getLabelInfo = function() {
    var pageStart = page.getRowStart();
    var pageEnd = page.getRowEnd();
    var totalRows = data.length;

    var totalRowsLabel = options.rows.total ? options.rows.total : totalRows;
    var totalRowsLabelFormat = totalRowsLabel.toString().replace(/(\d)(?=(\d\d\d)+(?!\d))/g, '$1,');

    var infoText = (pageStart + 1) + "-" + pageEnd + " of " + totalRowsLabelFormat + " rows";
    if (totalRows < page.rows) {
      infoText = totalRowsLabel + " row" + (totalRows != 1 ? "s" : "");
    }
    if (columns.total > columns.visible) {
      var totalColumnsLabel = options.columns.total ? options.columns.total : columns.total;

      infoText = infoText + " | " + (columns.number + 1) + "-" +
        (Math.min(columns.number + columns.visible, columns.total)) +
        " of " + totalColumnsLabel + " columns";
    }

    return infoText;
  };

  var clearFooter = function() {
    footer = pagedTable.querySelectorAll("div.pagedtable-footer")[0];
    footer.innerHTML = "";

    return footer;
  };

  var createPageLink = function(idxPage) {
    var pageLink = document.createElement("a");
    pageLinkClass = idxPage === page.number ? "pagedtable-index pagedtable-index-current" : "pagedtable-index";
    pageLink.setAttribute("class", pageLinkClass);
    pageLink.setAttribute("data-page-index", idxPage);
    pageLink.onclick = function() {
      page.setPageNumber(parseInt(this.getAttribute("data-page-index")));
      renderBody();
      renderFooter();

      triggerOnChange();
    };

    pageLink.appendChild(document.createTextNode(idxPage + 1));

    return pageLink;
  }

  var renderFooter = function() {
    footer = clearFooter();

    var next = document.createElement("a");
    next.appendChild(document.createTextNode("Next"));
    next.onclick = function() {
      page.setPageNumber(page.number + 1);
      renderBody();
      renderFooter();

      triggerOnChange();
    };
    if (data.length > page.rows) footer.appendChild(next);

    var pageNumbers = document.createElement("div");
    pageNumbers.setAttribute("class", "pagedtable-indexes");

    var pageRange = page.getVisiblePageRange();

    if (pageRange.first) {
      var pageLink = createPageLink(0);
      pageNumbers.appendChild(pageLink);

      var pageSeparator = document.createElement("div");
      pageSeparator.setAttribute("class", "pagedtable-index-separator-left");
      pageSeparator.appendChild(document.createTextNode("..."))
      pageNumbers.appendChild(pageSeparator);
    }

    for (var idxPage = pageRange.start; idxPage < pageRange.end; idxPage++) {
      var pageLink = createPageLink(idxPage);

      pageNumbers.appendChild(pageLink);
    }

    if (pageRange.last) {
      var pageSeparator = document.createElement("div");
      pageSeparator.setAttribute("class", "pagedtable-index-separator-right");
      pageSeparator.appendChild(document.createTextNode("..."))
      pageNumbers.appendChild(pageSeparator);

      var pageLink = createPageLink(page.total - 1);
      pageNumbers.appendChild(pageLink);
    }

    if (data.length > page.rows) footer.appendChild(pageNumbers);

    var previous = document.createElement("a");
    previous.appendChild(document.createTextNode("Previous"));
    previous.onclick = function() {
      page.setPageNumber(page.number - 1);
      renderBody();
      renderFooter();

      triggerOnChange();
    };
    if (data.length > page.rows) footer.appendChild(previous);

    var infoLabel = document.createElement("div");
    infoLabel.setAttribute("class", "pagedtable-info");
    infoLabel.setAttribute("title", getLabelInfo());
    infoLabel.appendChild(document.createTextNode(getLabelInfo()));
    footer.appendChild(infoLabel);

    var enabledClass = "pagedtable-index-nav";
    var disabledClass = "pagedtable-index-nav pagedtable-index-nav-disabled";
    previous.setAttribute("class", page.number <= 0 ? disabledClass : enabledClass);
    next.setAttribute("class", (page.number + 1) * page.rows >= data.length ? disabledClass : enabledClass);
  };

  var measuresCell = null;

  var renderMeasures = function() {
    var measuresTable = document.createElement("table");
    measuresTable.style.visibility = "hidden";
    measuresTable.style.position = "absolute";
    measuresTable.style.whiteSpace = "nowrap";
    measuresTable.style.height = "auto";
    measuresTable.style.width = "auto";

    var measuresRow = document.createElement("tr");
    measuresTable.appendChild(measuresRow);

    measuresCell = document.createElement("td");
    var sampleString = "ABCDEFGHIJ0123456789";
    measuresCell.appendChild(document.createTextNode(sampleString));

    measuresRow.appendChild(measuresCell);

    tableDiv.appendChild(measuresTable);
  }

  me.init = function() {
    tableDiv = document.createElement("div");
    pagedTable.appendChild(tableDiv);
    var pagedTableClass = data.length > 0 ?
      "pagedtable pagedtable-not-empty" :
      "pagedtable pagedtable-empty";

    if (columns.total == 0 || (columns.emptyNames() && data.length == 0)) {
      pagedTableClass = pagedTableClass + " pagedtable-empty-columns";
    }

    tableDiv.setAttribute("class", pagedTableClass);

    renderMeasures();
    measurer.calculate(measuresCell);
    columns.calculateWidths(measurer.measures);

    table = document.createElement("table");
    table.setAttribute("cellspacing", "0");
    table.setAttribute("class", "table table-condensed");
    tableDiv.appendChild(table);

    table.appendChild(document.createElement("thead"));

    var footerDiv = document.createElement("div");
    footerDiv.setAttribute("class", "pagedtable-footer");
    tableDiv.appendChild(footerDiv);

    // if the host has not yet provided horizontal space, render hidden
    if (tableDiv.clientWidth <= 0) {
      tableDiv.style.opacity = "0";
    }

    me.render();

    // retry seizing columns later if the host has not provided space
    function retryFit() {
      if (tableDiv.clientWidth <= 0) {
        setTimeout(retryFit, 100);
      } else {
        me.render();
        triggerOnChange();
      }
    }
    if (tableDiv.clientWidth <= 0) {
      retryFit();
    }
  };

  var registerWidths = function() {
    columns.subset = columns.subset.map(function(column) {
      column.width = columns.widths[column.name].inner;
      return column;
    });
  };

  var parsePadding = function(value) {
    return parseInt(value) >= 0 ? parseInt(value) : 0;
  };

  me.fixedHeight = function() {
    return options.rows.max != null;
  }

  me.fitRows = function() {
    if (me.fixedHeight())
      return;

    measurer.calculate(measuresCell);

    var rows = options.rows.min !== null ? options.rows.min : 0;
    var headerHeight = header !== null && header.offsetHeight > 0 ? header.offsetHeight : 0;
    var footerHeight = footer !== null && footer.offsetHeight > 0 ? footer.offsetHeight : 0;

    if (pagedTable.offsetHeight > 0) {
      var availableHeight = pagedTable.offsetHeight - headerHeight - footerHeight;
      rows = Math.floor((availableHeight) / measurer.measures.height);
    }

    rows = options.rows.min !== null ? Math.max(options.rows.min, rows) : rows;

    page.setRows(rows);
  }

  // The goal of this function is to add as many columns as possible
  // starting from left-to-right, when the right most limit is reached
  // it tries to add columns from the left as well.
  //
  // When startBackwards is true columns are added from right-to-left
  me.fitColumns = function(startBackwards) {
    measurer.calculate(measuresCell);
    columns.calculateWidths(measurer.measures);

    if (tableDiv.clientWidth > 0) {
      tableDiv.style.opacity = 1;
    }

    var visibleColumns = tableDiv.clientWidth <= 0 ? Math.max(columns.min, 1) : 1;
    var columnNumber = columns.number;
    var paddingCount = 0;

    // track a list of added columns as we build the visible ones to allow us
    // to remove columns when they don't fit anymore.
    var columnHistory = [];

    var lastTableHeight = 0;
    var backwards = startBackwards;

    var tableDivStyle = window.getComputedStyle(tableDiv, null);
    var tableDivPadding = parsePadding(tableDivStyle.paddingLeft) +
      parsePadding(tableDivStyle.paddingRight);

    var addPaddingCol = false;
    var currentWidth = 0;

    while (true) {
      columns.setVisibleColumns(columnNumber, visibleColumns, paddingCount);
      currentWidth = columns.getWidth();

      if (tableDiv.clientWidth - tableDivPadding < currentWidth) {
        break;
      }

      columnHistory.push({
        columnNumber: columnNumber,
        visibleColumns: visibleColumns,
        paddingCount: paddingCount
      });

      if (columnHistory.length > 100) {
        console.error("More than 100 tries to fit columns, aborting");
        break;
      }

      if (columns.max !== null &&
        columns.visible + columns.getPaddingCount() >= columns.max) {
        break;
      }

      // if we run out of right-columns
      if (!backwards && columnNumber + columns.visible >= columns.total) {
        // if we started adding right-columns, try adding left-columns
        if (!startBackwards && columnNumber > 0) {
          backwards = true;
        }
        else if (columns.min === null || visibleColumns + columns.getPaddingCount() >= columns.min) {
          break;
        }
        else {
          paddingCount = paddingCount + 1;
        }
      }

      // if we run out of left-columns
      if (backwards && columnNumber == 0) {
        // if we started adding left-columns, try adding right-columns
        if (startBackwards && columnNumber + columns.visible < columns.total) {
          backwards = false;
        }
        else if (columns.min === null || visibleColumns + columns.getPaddingCount() >= columns.min) {
          break;
        }
        else {
          paddingCount = paddingCount + 1;
        }
      }

      // when moving backwards try fitting left columns first
      if (backwards && columnNumber > 0) {
        columnNumber = columnNumber - 1;
      }

      if (columnNumber + visibleColumns < columns.total) {
        visibleColumns = visibleColumns + 1;
      }
    }

    var lastRenderableColumn = {
        columnNumber: columnNumber,
        visibleColumns: visibleColumns,
        paddingCount: paddingCount
    };

    if (columnHistory.length > 0) {
      lastRenderableColumn = columnHistory[columnHistory.length - 1];
    }

    columns.setVisibleColumns(
      lastRenderableColumn.columnNumber,
      lastRenderableColumn.visibleColumns,
      lastRenderableColumn.paddingCount);

    if (pagedTable.offsetWidth > 0) {
      page.setVisiblePages(Math.max(Math.ceil(1.0 * (pagedTable.offsetWidth - 250) / 40), 2));
    }

    registerWidths();
  };

  me.fit = function(startBackwards) {
    me.fitRows();
    me.fitColumns(startBackwards);
  }

  me.render = function() {
    me.fitColumns(false);

    // render header/footer to measure height accurately
    renderHeader();
    renderFooter();

    me.fitRows();
    renderBody();

    // re-render footer to match new rows
    renderFooter();
  }

  var resizeLastWidth = -1;
  var resizeLastHeight = -1;
  var resizeNewWidth = -1;
  var resizeNewHeight = -1;
  var resizePending = false;

  me.resize = function(newWidth, newHeight) {

    function resizeDelayed() {
      resizePending = false;

      if (
        (resizeNewWidth !== resizeLastWidth) ||
        (!me.fixedHeight() && resizeNewHeight !== resizeLastHeight)
      ) {
        resizeLastWidth = resizeNewWidth;
        resizeLastHeight = resizeNewHeight;

        setTimeout(resizeDelayed, 200);
        resizePending = true;
      } else {
        me.render();
        triggerOnChange();

        resizeLastWidth = -1;
        resizeLastHeight = -1;
      }
    }

    resizeNewWidth = newWidth;
    resizeNewHeight = newHeight;

    if (!resizePending) resizeDelayed();
  };
};

var PagedTableDoc;
(function (PagedTableDoc) {
  var allPagedTables = [];

  PagedTableDoc.initAll = function() {
    allPagedTables = [];

    var pagedTables = [].slice.call(document.querySelectorAll('[data-pagedtable="false"],[data-pagedtable=""]'));
    pagedTables.forEach(function(pagedTable, idx) {
      pagedTable.setAttribute("data-pagedtable", "true");
      pagedTable.setAttribute("pagedtable-page", 0);
      pagedTable.setAttribute("class", "pagedtable-wrapper");

      var pagedTableInstance = new PagedTable(pagedTable);
      pagedTableInstance.init();

      allPagedTables.push(pagedTableInstance);
    });
  };

  PagedTableDoc.resizeAll = function() {
    allPagedTables.forEach(function(pagedTable) {
      pagedTable.render();
    });
  };

  window.addEventListener("resize", PagedTableDoc.resizeAll);

  return PagedTableDoc;
})(PagedTableDoc || (PagedTableDoc = {}));

window.onload = function() {
  PagedTableDoc.initAll();
};
"></script>
+<script src="data:application/x-javascript;base64,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"></script>
+<script src="data:application/x-javascript;base64,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"></script>
+<script src="data:application/x-javascript;base64,CndpbmRvdy5pbml0aWFsaXplU291cmNlRW1iZWQgPSBmdW5jdGlvbihmaWxlbmFtZSkgewogICQoIiNybWQtZG93bmxvYWQtc291cmNlIikuY2xpY2soZnVuY3Rpb24oKSB7CiAgICB2YXIgc3JjID0gJCgiI3JtZC1zb3VyY2UtY29kZSIpLmh0bWwoKTsKICAgIHZhciBhID0gZG9jdW1lbnQuY3JlYXRlRWxlbWVudCgnYScpOwogICAgYS5ocmVmID0gImRhdGE6dGV4dC94LXItbWFya2Rvd247YmFzZTY0LCIgKyBzcmM7CiAgICBhLmRvd25sb2FkID0gZmlsZW5hbWU7CiAgICBkb2N1bWVudC5ib2R5LmFwcGVuZENoaWxkKGEpOwogICAgYS5jbGljaygpOwogICAgZG9jdW1lbnQuYm9keS5yZW1vdmVDaGlsZChhKTsKICB9KTsKfTsK"></script>
+<link href="data:text/css;charset=utf-8,%2Ehljs%2Dliteral%20%7B%0Acolor%3A%20rgb%2888%2C%2072%2C%20246%29%3B%0A%7D%0A%2Ehljs%2Dnumber%20%7B%0Acolor%3A%20rgb%280%2C%200%2C%20205%29%3B%0A%7D%0A%2Ehljs%2Dcomment%20%7B%0Acolor%3A%20rgb%2876%2C%20136%2C%20107%29%3B%0A%7D%0A%2Ehljs%2Dkeyword%20%7B%0Acolor%3A%20rgb%280%2C%200%2C%20255%29%3B%0A%7D%0A%2Ehljs%2Dstring%20%7B%0Acolor%3A%20rgb%283%2C%20106%2C%207%29%3B%0A%7D%0A" rel="stylesheet" />
+<script src="data:application/x-javascript;base64,/*! highlight.js v9.12.0 | BSD3 License | git.io/hljslicense */
!function(e){var n="object"==typeof window&&window||"object"==typeof self&&self;"undefined"!=typeof exports?e(exports):n&&(n.hljs=e({}),"function"==typeof define&&define.amd&&define([],function(){return n.hljs}))}(function(e){function n(e){return e.replace(/&/g,"&amp;").replace(/</g,"&lt;").replace(/>/g,"&gt;")}function t(e){return e.nodeName.toLowerCase()}function r(e,n){var t=e&&e.exec(n);return t&&0===t.index}function a(e){return k.test(e)}function i(e){var n,t,r,i,o=e.className+" ";if(o+=e.parentNode?e.parentNode.className:"",t=B.exec(o))return w(t[1])?t[1]:"no-highlight";for(o=o.split(/\s+/),n=0,r=o.length;r>n;n++)if(i=o[n],a(i)||w(i))return i}function o(e){var n,t={},r=Array.prototype.slice.call(arguments,1);for(n in e)t[n]=e[n];return r.forEach(function(e){for(n in e)t[n]=e[n]}),t}function u(e){var n=[];return function r(e,a){for(var i=e.firstChild;i;i=i.nextSibling)3===i.nodeType?a+=i.nodeValue.length:1===i.nodeType&&(n.push({event:"start",offset:a,node:i}),a=r(i,a),t(i).match(/br|hr|img|input/)||n.push({event:"stop",offset:a,node:i}));return a}(e,0),n}function c(e,r,a){function i(){return e.length&&r.length?e[0].offset!==r[0].offset?e[0].offset<r[0].offset?e:r:"start"===r[0].event?e:r:e.length?e:r}function o(e){function r(e){return" "+e.nodeName+'="'+n(e.value).replace('"',"&quot;")+'"'}s+="<"+t(e)+E.map.call(e.attributes,r).join("")+">"}function u(e){s+="</"+t(e)+">"}function c(e){("start"===e.event?o:u)(e.node)}for(var l=0,s="",f=[];e.length||r.length;){var g=i();if(s+=n(a.substring(l,g[0].offset)),l=g[0].offset,g===e){f.reverse().forEach(u);do c(g.splice(0,1)[0]),g=i();while(g===e&&g.length&&g[0].offset===l);f.reverse().forEach(o)}else"start"===g[0].event?f.push(g[0].node):f.pop(),c(g.splice(0,1)[0])}return s+n(a.substr(l))}function l(e){return e.v&&!e.cached_variants&&(e.cached_variants=e.v.map(function(n){return o(e,{v:null},n)})),e.cached_variants||e.eW&&[o(e)]||[e]}function s(e){function n(e){return e&&e.source||e}function t(t,r){return new RegExp(n(t),"m"+(e.cI?"i":"")+(r?"g":""))}function r(a,i){if(!a.compiled){if(a.compiled=!0,a.k=a.k||a.bK,a.k){var o={},u=function(n,t){e.cI&&(t=t.toLowerCase()),t.split(" ").forEach(function(e){var t=e.split("|");o[t[0]]=[n,t[1]?Number(t[1]):1]})};"string"==typeof a.k?u("keyword",a.k):x(a.k).forEach(function(e){u(e,a.k[e])}),a.k=o}a.lR=t(a.l||/\w+/,!0),i&&(a.bK&&(a.b="\\b("+a.bK.split(" ").join("|")+")\\b"),a.b||(a.b=/\B|\b/),a.bR=t(a.b),a.e||a.eW||(a.e=/\B|\b/),a.e&&(a.eR=t(a.e)),a.tE=n(a.e)||"",a.eW&&i.tE&&(a.tE+=(a.e?"|":"")+i.tE)),a.i&&(a.iR=t(a.i)),null==a.r&&(a.r=1),a.c||(a.c=[]),a.c=Array.prototype.concat.apply([],a.c.map(function(e){return l("self"===e?a:e)})),a.c.forEach(function(e){r(e,a)}),a.starts&&r(a.starts,i);var c=a.c.map(function(e){return e.bK?"\\.?("+e.b+")\\.?":e.b}).concat([a.tE,a.i]).map(n).filter(Boolean);a.t=c.length?t(c.join("|"),!0):{exec:function(){return null}}}}r(e)}function f(e,t,a,i){function o(e,n){var t,a;for(t=0,a=n.c.length;a>t;t++)if(r(n.c[t].bR,e))return n.c[t]}function u(e,n){if(r(e.eR,n)){for(;e.endsParent&&e.parent;)e=e.parent;return e}return e.eW?u(e.parent,n):void 0}function c(e,n){return!a&&r(n.iR,e)}function l(e,n){var t=N.cI?n[0].toLowerCase():n[0];return e.k.hasOwnProperty(t)&&e.k[t]}function p(e,n,t,r){var a=r?"":I.classPrefix,i='<span class="'+a,o=t?"":C;return i+=e+'">',i+n+o}function h(){var e,t,r,a;if(!E.k)return n(k);for(a="",t=0,E.lR.lastIndex=0,r=E.lR.exec(k);r;)a+=n(k.substring(t,r.index)),e=l(E,r),e?(B+=e[1],a+=p(e[0],n(r[0]))):a+=n(r[0]),t=E.lR.lastIndex,r=E.lR.exec(k);return a+n(k.substr(t))}function d(){var e="string"==typeof E.sL;if(e&&!y[E.sL])return n(k);var t=e?f(E.sL,k,!0,x[E.sL]):g(k,E.sL.length?E.sL:void 0);return E.r>0&&(B+=t.r),e&&(x[E.sL]=t.top),p(t.language,t.value,!1,!0)}function b(){L+=null!=E.sL?d():h(),k=""}function v(e){L+=e.cN?p(e.cN,"",!0):"",E=Object.create(e,{parent:{value:E}})}function m(e,n){if(k+=e,null==n)return b(),0;var t=o(n,E);if(t)return t.skip?k+=n:(t.eB&&(k+=n),b(),t.rB||t.eB||(k=n)),v(t,n),t.rB?0:n.length;var r=u(E,n);if(r){var a=E;a.skip?k+=n:(a.rE||a.eE||(k+=n),b(),a.eE&&(k=n));do E.cN&&(L+=C),E.skip||(B+=E.r),E=E.parent;while(E!==r.parent);return r.starts&&v(r.starts,""),a.rE?0:n.length}if(c(n,E))throw new Error('Illegal lexeme "'+n+'" for mode "'+(E.cN||"<unnamed>")+'"');return k+=n,n.length||1}var N=w(e);if(!N)throw new Error('Unknown language: "'+e+'"');s(N);var R,E=i||N,x={},L="";for(R=E;R!==N;R=R.parent)R.cN&&(L=p(R.cN,"",!0)+L);var k="",B=0;try{for(var M,j,O=0;;){if(E.t.lastIndex=O,M=E.t.exec(t),!M)break;j=m(t.substring(O,M.index),M[0]),O=M.index+j}for(m(t.substr(O)),R=E;R.parent;R=R.parent)R.cN&&(L+=C);return{r:B,value:L,language:e,top:E}}catch(T){if(T.message&&-1!==T.message.indexOf("Illegal"))return{r:0,value:n(t)};throw T}}function g(e,t){t=t||I.languages||x(y);var r={r:0,value:n(e)},a=r;return t.filter(w).forEach(function(n){var t=f(n,e,!1);t.language=n,t.r>a.r&&(a=t),t.r>r.r&&(a=r,r=t)}),a.language&&(r.second_best=a),r}function p(e){return I.tabReplace||I.useBR?e.replace(M,function(e,n){return I.useBR&&"\n"===e?"<br>":I.tabReplace?n.replace(/\t/g,I.tabReplace):""}):e}function h(e,n,t){var r=n?L[n]:t,a=[e.trim()];return e.match(/\bhljs\b/)||a.push("hljs"),-1===e.indexOf(r)&&a.push(r),a.join(" ").trim()}function d(e){var n,t,r,o,l,s=i(e);a(s)||(I.useBR?(n=document.createElementNS("http://www.w3.org/1999/xhtml","div"),n.innerHTML=e.innerHTML.replace(/\n/g,"").replace(/<br[ \/]*>/g,"\n")):n=e,l=n.textContent,r=s?f(s,l,!0):g(l),t=u(n),t.length&&(o=document.createElementNS("http://www.w3.org/1999/xhtml","div"),o.innerHTML=r.value,r.value=c(t,u(o),l)),r.value=p(r.value),e.innerHTML=r.value,e.className=h(e.className,s,r.language),e.result={language:r.language,re:r.r},r.second_best&&(e.second_best={language:r.second_best.language,re:r.second_best.r}))}function b(e){I=o(I,e)}function v(){if(!v.called){v.called=!0;var e=document.querySelectorAll("pre code");E.forEach.call(e,d)}}function m(){addEventListener("DOMContentLoaded",v,!1),addEventListener("load",v,!1)}function N(n,t){var r=y[n]=t(e);r.aliases&&r.aliases.forEach(function(e){L[e]=n})}function R(){return x(y)}function w(e){return e=(e||"").toLowerCase(),y[e]||y[L[e]]}var E=[],x=Object.keys,y={},L={},k=/^(no-?highlight|plain|text)$/i,B=/\blang(?:uage)?-([\w-]+)\b/i,M=/((^(<[^>]+>|\t|)+|(?:\n)))/gm,C="</span>",I={classPrefix:"hljs-",tabReplace:null,useBR:!1,languages:void 0};return e.highlight=f,e.highlightAuto=g,e.fixMarkup=p,e.highlightBlock=d,e.configure=b,e.initHighlighting=v,e.initHighlightingOnLoad=m,e.registerLanguage=N,e.listLanguages=R,e.getLanguage=w,e.inherit=o,e.IR="[a-zA-Z]\\w*",e.UIR="[a-zA-Z_]\\w*",e.NR="\\b\\d+(\\.\\d+)?",e.CNR="(-?)(\\b0[xX][a-fA-F0-9]+|(\\b\\d+(\\.\\d*)?|\\.\\d+)([eE][-+]?\\d+)?)",e.BNR="\\b(0b[01]+)",e.RSR="!|!=|!==|%|%=|&|&&|&=|\\*|\\*=|\\+|\\+=|,|-|-=|/=|/|:|;|<<|<<=|<=|<|===|==|=|>>>=|>>=|>=|>>>|>>|>|\\?|\\[|\\{|\\(|\\^|\\^=|\\||\\|=|\\|\\||~",e.BE={b:"\\\\[\\s\\S]",r:0},e.ASM={cN:"string",b:"'",e:"'",i:"\\n",c:[e.BE]},e.QSM={cN:"string",b:'"',e:'"',i:"\\n",c:[e.BE]},e.PWM={b:/\b(a|an|the|are|I'm|isn't|don't|doesn't|won't|but|just|should|pretty|simply|enough|gonna|going|wtf|so|such|will|you|your|they|like|more)\b/},e.C=function(n,t,r){var a=e.inherit({cN:"comment",b:n,e:t,c:[]},r||{});return a.c.push(e.PWM),a.c.push({cN:"doctag",b:"(?:TODO|FIXME|NOTE|BUG|XXX):",r:0}),a},e.CLCM=e.C("//","$"),e.CBCM=e.C("/\\*","\\*/"),e.HCM=e.C("#","$"),e.NM={cN:"number",b:e.NR,r:0},e.CNM={cN:"number",b:e.CNR,r:0},e.BNM={cN:"number",b:e.BNR,r:0},e.CSSNM={cN:"number",b:e.NR+"(%|em|ex|ch|rem|vw|vh|vmin|vmax|cm|mm|in|pt|pc|px|deg|grad|rad|turn|s|ms|Hz|kHz|dpi|dpcm|dppx)?",r:0},e.RM={cN:"regexp",b:/\//,e:/\/[gimuy]*/,i:/\n/,c:[e.BE,{b:/\[/,e:/\]/,r:0,c:[e.BE]}]},e.TM={cN:"title",b:e.IR,r:0},e.UTM={cN:"title",b:e.UIR,r:0},e.METHOD_GUARD={b:"\\.\\s*"+e.UIR,r:0},e});hljs.registerLanguage("sql",function(e){var t=e.C("--","$");return{cI:!0,i:/[<>{}*#]/,c:[{bK:"begin end start commit rollback savepoint lock alter create drop rename call delete do handler insert load replace select truncate update set show pragma grant merge describe use explain help declare prepare execute deallocate release unlock purge reset change stop analyze cache flush optimize repair kill install uninstall checksum restore check backup revoke comment",e:/;/,eW:!0,l:/[\w\.]+/,k:{keyword:"abort abs absolute acc acce accep accept access accessed accessible account acos action activate add addtime admin administer advanced advise aes_decrypt aes_encrypt after agent aggregate ali alia alias allocate allow alter always analyze ancillary and any anydata anydataset anyschema anytype apply archive archived archivelog are as asc ascii asin assembly assertion associate asynchronous at atan atn2 attr attri attrib attribu attribut attribute attributes audit authenticated authentication authid authors auto autoallocate autodblink autoextend automatic availability avg backup badfile basicfile before begin beginning benchmark between bfile bfile_base big bigfile bin binary_double binary_float binlog bit_and bit_count bit_length bit_or bit_xor bitmap blob_base block blocksize body both bound buffer_cache buffer_pool build bulk by byte byteordermark bytes cache caching call calling cancel capacity cascade cascaded case cast catalog category ceil ceiling chain change changed char_base char_length character_length characters characterset charindex charset charsetform charsetid check checksum checksum_agg child choose chr chunk class cleanup clear client clob clob_base clone close cluster_id cluster_probability cluster_set clustering coalesce coercibility col collate collation collect colu colum column column_value columns columns_updated comment commit compact compatibility compiled complete composite_limit compound compress compute concat concat_ws concurrent confirm conn connec connect connect_by_iscycle connect_by_isleaf connect_by_root connect_time connection consider consistent constant constraint constraints constructor container content contents context contributors controlfile conv convert convert_tz corr corr_k corr_s corresponding corruption cos cost count count_big counted covar_pop covar_samp cpu_per_call cpu_per_session crc32 create creation critical cross cube cume_dist curdate current current_date current_time current_timestamp current_user cursor curtime customdatum cycle data database databases datafile datafiles datalength date_add date_cache date_format date_sub dateadd datediff datefromparts datename datepart datetime2fromparts day day_to_second dayname dayofmonth dayofweek dayofyear days db_role_change dbtimezone ddl deallocate declare decode decompose decrement decrypt deduplicate def defa defau defaul default defaults deferred defi defin define degrees delayed delegate delete delete_all delimited demand dense_rank depth dequeue des_decrypt des_encrypt des_key_file desc descr descri describ describe descriptor deterministic diagnostics difference dimension direct_load directory disable disable_all disallow disassociate discardfile disconnect diskgroup distinct distinctrow distribute distributed div do document domain dotnet double downgrade drop dumpfile duplicate duration each edition editionable editions element ellipsis else elsif elt empty enable enable_all enclosed encode encoding encrypt end end-exec endian enforced engine engines enqueue enterprise entityescaping eomonth error errors escaped evalname evaluate event eventdata events except exception exceptions exchange exclude excluding execu execut execute exempt exists exit exp expire explain export export_set extended extent external external_1 external_2 externally extract failed failed_login_attempts failover failure far fast feature_set feature_value fetch field fields file file_name_convert filesystem_like_logging final finish first first_value fixed flash_cache flashback floor flush following follows for forall force form forma format found found_rows freelist freelists freepools fresh from from_base64 from_days ftp full function general generated get get_format get_lock getdate getutcdate global global_name globally go goto grant grants greatest group group_concat group_id grouping grouping_id groups gtid_subtract guarantee guard handler hash hashkeys having hea head headi headin heading heap help hex hierarchy high high_priority hosts hour http id ident_current ident_incr ident_seed identified identity idle_time if ifnull ignore iif ilike ilm immediate import in include including increment index indexes indexing indextype indicator indices inet6_aton inet6_ntoa inet_aton inet_ntoa infile initial initialized initially initrans inmemory inner innodb input insert install instance instantiable instr interface interleaved intersect into invalidate invisible is is_free_lock is_ipv4 is_ipv4_compat is_not is_not_null is_used_lock isdate isnull isolation iterate java join json json_exists keep keep_duplicates key keys kill language large last last_day last_insert_id last_value lax lcase lead leading least leaves left len lenght length less level levels library like like2 like4 likec limit lines link list listagg little ln load load_file lob lobs local localtime localtimestamp locate locator lock locked log log10 log2 logfile logfiles logging logical logical_reads_per_call logoff logon logs long loop low low_priority lower lpad lrtrim ltrim main make_set makedate maketime managed management manual map mapping mask master master_pos_wait match matched materialized max maxextents maximize maxinstances maxlen maxlogfiles maxloghistory maxlogmembers maxsize maxtrans md5 measures median medium member memcompress memory merge microsecond mid migration min minextents minimum mining minus minute minvalue missing mod mode model modification modify module monitoring month months mount move movement multiset mutex name name_const names nan national native natural nav nchar nclob nested never new newline next nextval no no_write_to_binlog noarchivelog noaudit nobadfile nocheck nocompress nocopy nocycle nodelay nodiscardfile noentityescaping noguarantee nokeep nologfile nomapping nomaxvalue nominimize nominvalue nomonitoring none noneditionable nonschema noorder nopr nopro noprom nopromp noprompt norely noresetlogs noreverse normal norowdependencies noschemacheck noswitch not nothing notice notrim novalidate now nowait nth_value nullif nulls num numb numbe nvarchar nvarchar2 object ocicoll ocidate ocidatetime ociduration ociinterval ociloblocator ocinumber ociref ocirefcursor ocirowid ocistring ocitype oct octet_length of off offline offset oid oidindex old on online only opaque open operations operator optimal optimize option optionally or oracle oracle_date oradata ord ordaudio orddicom orddoc order ordimage ordinality ordvideo organization orlany orlvary out outer outfile outline output over overflow overriding package pad parallel parallel_enable parameters parent parse partial partition partitions pascal passing password password_grace_time password_lock_time password_reuse_max password_reuse_time password_verify_function patch path patindex pctincrease pctthreshold pctused pctversion percent percent_rank percentile_cont percentile_disc performance period period_add period_diff permanent physical pi pipe pipelined pivot pluggable plugin policy position post_transaction pow power pragma prebuilt precedes preceding precision prediction prediction_cost prediction_details prediction_probability prediction_set prepare present preserve prior priority private private_sga privileges procedural procedure procedure_analyze processlist profiles project prompt protection public publishingservername purge quarter query quick quiesce quota quotename radians raise rand range rank raw read reads readsize rebuild record records recover recovery recursive recycle redo reduced ref reference referenced references referencing refresh regexp_like register regr_avgx regr_avgy regr_count regr_intercept regr_r2 regr_slope regr_sxx regr_sxy reject rekey relational relative relaylog release release_lock relies_on relocate rely rem remainder rename repair repeat replace replicate replication required reset resetlogs resize resource respect restore restricted result result_cache resumable resume retention return returning returns reuse reverse revoke right rlike role roles rollback rolling rollup round row row_count rowdependencies rowid rownum rows rtrim rules safe salt sample save savepoint sb1 sb2 sb4 scan schema schemacheck scn scope scroll sdo_georaster sdo_topo_geometry search sec_to_time second section securefile security seed segment select self sequence sequential serializable server servererror session session_user sessions_per_user set sets settings sha sha1 sha2 share shared shared_pool short show shrink shutdown si_averagecolor si_colorhistogram si_featurelist si_positionalcolor si_stillimage si_texture siblings sid sign sin size size_t sizes skip slave sleep smalldatetimefromparts smallfile snapshot some soname sort soundex source space sparse spfile split sql sql_big_result sql_buffer_result sql_cache sql_calc_found_rows sql_small_result sql_variant_property sqlcode sqldata sqlerror sqlname sqlstate sqrt square standalone standby start starting startup statement static statistics stats_binomial_test stats_crosstab stats_ks_test stats_mode stats_mw_test stats_one_way_anova stats_t_test_ stats_t_test_indep stats_t_test_one stats_t_test_paired stats_wsr_test status std stddev stddev_pop stddev_samp stdev stop storage store stored str str_to_date straight_join strcmp strict string struct stuff style subdate subpartition subpartitions substitutable substr substring subtime subtring_index subtype success sum suspend switch switchoffset switchover sync synchronous synonym sys sys_xmlagg sysasm sysaux sysdate sysdatetimeoffset sysdba sysoper system system_user sysutcdatetime table tables tablespace tan tdo template temporary terminated tertiary_weights test than then thread through tier ties time time_format time_zone timediff timefromparts timeout timestamp timestampadd timestampdiff timezone_abbr timezone_minute timezone_region to to_base64 to_date to_days to_seconds todatetimeoffset trace tracking transaction transactional translate translation treat trigger trigger_nestlevel triggers trim truncate try_cast try_convert try_parse type ub1 ub2 ub4 ucase unarchived unbounded uncompress under undo unhex unicode uniform uninstall union unique unix_timestamp unknown unlimited unlock unpivot unrecoverable unsafe unsigned until untrusted unusable unused update updated upgrade upped upper upsert url urowid usable usage use use_stored_outlines user user_data user_resources users using utc_date utc_timestamp uuid uuid_short validate validate_password_strength validation valist value values var var_samp varcharc vari varia variab variabl variable variables variance varp varraw varrawc varray verify version versions view virtual visible void wait wallet warning warnings week weekday weekofyear wellformed when whene whenev wheneve whenever where while whitespace with within without work wrapped xdb xml xmlagg xmlattributes xmlcast xmlcolattval xmlelement xmlexists xmlforest xmlindex xmlnamespaces xmlpi xmlquery xmlroot xmlschema xmlserialize xmltable xmltype xor year year_to_month years yearweek",literal:"true false null",built_in:"array bigint binary bit blob boolean char character date dec decimal float int int8 integer interval number numeric real record serial serial8 smallint text varchar varying void"},c:[{cN:"string",b:"'",e:"'",c:[e.BE,{b:"''"}]},{cN:"string",b:'"',e:'"',c:[e.BE,{b:'""'}]},{cN:"string",b:"`",e:"`",c:[e.BE]},e.CNM,e.CBCM,t]},e.CBCM,t]}});hljs.registerLanguage("r",function(e){var r="([a-zA-Z]|\\.[a-zA-Z.])[a-zA-Z0-9._]*";return{c:[e.HCM,{b:r,l:r,k:{keyword:"function if in break next repeat else for return switch while try tryCatch stop warning require library attach detach source setMethod setGeneric setGroupGeneric setClass ...",literal:"NULL NA TRUE FALSE T F Inf NaN NA_integer_|10 NA_real_|10 NA_character_|10 NA_complex_|10"},r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"\\d+(?:[eE][+\\-]?\\d*)?L\\b",r:0},{cN:"number",b:"\\d+\\.(?!\\d)(?:i\\b)?",r:0},{cN:"number",b:"\\d+(?:\\.\\d*)?(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{cN:"number",b:"\\.\\d+(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{b:"`",e:"`",r:0},{cN:"string",c:[e.BE],v:[{b:'"',e:'"'},{b:"'",e:"'"}]}]}});hljs.registerLanguage("perl",function(e){var t="getpwent getservent quotemeta msgrcv scalar kill dbmclose undef lc ma syswrite tr send umask sysopen shmwrite vec qx utime local oct semctl localtime readpipe do return format read sprintf dbmopen pop getpgrp not getpwnam rewinddir qqfileno qw endprotoent wait sethostent bless s|0 opendir continue each sleep endgrent shutdown dump chomp connect getsockname die socketpair close flock exists index shmgetsub for endpwent redo lstat msgctl setpgrp abs exit select print ref gethostbyaddr unshift fcntl syscall goto getnetbyaddr join gmtime symlink semget splice x|0 getpeername recv log setsockopt cos last reverse gethostbyname getgrnam study formline endhostent times chop length gethostent getnetent pack getprotoent getservbyname rand mkdir pos chmod y|0 substr endnetent printf next open msgsnd readdir use unlink getsockopt getpriority rindex wantarray hex system getservbyport endservent int chr untie rmdir prototype tell listen fork shmread ucfirst setprotoent else sysseek link getgrgid shmctl waitpid unpack getnetbyname reset chdir grep split require caller lcfirst until warn while values shift telldir getpwuid my getprotobynumber delete and sort uc defined srand accept package seekdir getprotobyname semop our rename seek if q|0 chroot sysread setpwent no crypt getc chown sqrt write setnetent setpriority foreach tie sin msgget map stat getlogin unless elsif truncate exec keys glob tied closedirioctl socket readlink eval xor readline binmode setservent eof ord bind alarm pipe atan2 getgrent exp time push setgrent gt lt or ne m|0 break given say state when",r={cN:"subst",b:"[$@]\\{",e:"\\}",k:t},s={b:"->{",e:"}"},n={v:[{b:/\$\d/},{b:/[\$%@](\^\w\b|#\w+(::\w+)*|{\w+}|\w+(::\w*)*)/},{b:/[\$%@][^\s\w{]/,r:0}]},i=[e.BE,r,n],o=[n,e.HCM,e.C("^\\=\\w","\\=cut",{eW:!0}),s,{cN:"string",c:i,v:[{b:"q[qwxr]?\\s*\\(",e:"\\)",r:5},{b:"q[qwxr]?\\s*\\[",e:"\\]",r:5},{b:"q[qwxr]?\\s*\\{",e:"\\}",r:5},{b:"q[qwxr]?\\s*\\|",e:"\\|",r:5},{b:"q[qwxr]?\\s*\\<",e:"\\>",r:5},{b:"qw\\s+q",e:"q",r:5},{b:"'",e:"'",c:[e.BE]},{b:'"',e:'"'},{b:"`",e:"`",c:[e.BE]},{b:"{\\w+}",c:[],r:0},{b:"-?\\w+\\s*\\=\\>",c:[],r:0}]},{cN:"number",b:"(\\b0[0-7_]+)|(\\b0x[0-9a-fA-F_]+)|(\\b[1-9][0-9_]*(\\.[0-9_]+)?)|[0_]\\b",r:0},{b:"(\\/\\/|"+e.RSR+"|\\b(split|return|print|reverse|grep)\\b)\\s*",k:"split return print reverse grep",r:0,c:[e.HCM,{cN:"regexp",b:"(s|tr|y)/(\\\\.|[^/])*/(\\\\.|[^/])*/[a-z]*",r:10},{cN:"regexp",b:"(m|qr)?/",e:"/[a-z]*",c:[e.BE],r:0}]},{cN:"function",bK:"sub",e:"(\\s*\\(.*?\\))?[;{]",eE:!0,r:5,c:[e.TM]},{b:"-\\w\\b",r:0},{b:"^__DATA__$",e:"^__END__$",sL:"mojolicious",c:[{b:"^@@.*",e:"$",cN:"comment"}]}];return r.c=o,s.c=o,{aliases:["pl","pm"],l:/[\w\.]+/,k:t,c:o}});hljs.registerLanguage("ini",function(e){var b={cN:"string",c:[e.BE],v:[{b:"'''",e:"'''",r:10},{b:'"""',e:'"""',r:10},{b:'"',e:'"'},{b:"'",e:"'"}]};return{aliases:["toml"],cI:!0,i:/\S/,c:[e.C(";","$"),e.HCM,{cN:"section",b:/^\s*\[+/,e:/\]+/},{b:/^[a-z0-9\[\]_-]+\s*=\s*/,e:"$",rB:!0,c:[{cN:"attr",b:/[a-z0-9\[\]_-]+/},{b:/=/,eW:!0,r:0,c:[{cN:"literal",b:/\bon|off|true|false|yes|no\b/},{cN:"variable",v:[{b:/\$[\w\d"][\w\d_]*/},{b:/\$\{(.*?)}/}]},b,{cN:"number",b:/([\+\-]+)?[\d]+_[\d_]+/},e.NM]}]}]}});hljs.registerLanguage("diff",function(e){return{aliases:["patch"],c:[{cN:"meta",r:10,v:[{b:/^@@ +\-\d+,\d+ +\+\d+,\d+ +@@$/},{b:/^\*\*\* +\d+,\d+ +\*\*\*\*$/},{b:/^\-\-\- +\d+,\d+ +\-\-\-\-$/}]},{cN:"comment",v:[{b:/Index: /,e:/$/},{b:/={3,}/,e:/$/},{b:/^\-{3}/,e:/$/},{b:/^\*{3} /,e:/$/},{b:/^\+{3}/,e:/$/},{b:/\*{5}/,e:/\*{5}$/}]},{cN:"addition",b:"^\\+",e:"$"},{cN:"deletion",b:"^\\-",e:"$"},{cN:"addition",b:"^\\!",e:"$"}]}});hljs.registerLanguage("go",function(e){var t={keyword:"break default func interface select case map struct chan else goto package switch const fallthrough if range type continue for import return var go defer bool byte complex64 complex128 float32 float64 int8 int16 int32 int64 string uint8 uint16 uint32 uint64 int uint uintptr rune",literal:"true false iota nil",built_in:"append cap close complex copy imag len make new panic print println real recover delete"};return{aliases:["golang"],k:t,i:"</",c:[e.CLCM,e.CBCM,{cN:"string",v:[e.QSM,{b:"'",e:"[^\\\\]'"},{b:"`",e:"`"}]},{cN:"number",v:[{b:e.CNR+"[dflsi]",r:1},e.CNM]},{b:/:=/},{cN:"function",bK:"func",e:/\s*\{/,eE:!0,c:[e.TM,{cN:"params",b:/\(/,e:/\)/,k:t,i:/["']/}]}]}});hljs.registerLanguage("bash",function(e){var t={cN:"variable",v:[{b:/\$[\w\d#@][\w\d_]*/},{b:/\$\{(.*?)}/}]},s={cN:"string",b:/"/,e:/"/,c:[e.BE,t,{cN:"variable",b:/\$\(/,e:/\)/,c:[e.BE]}]},a={cN:"string",b:/'/,e:/'/};return{aliases:["sh","zsh"],l:/\b-?[a-z\._]+\b/,k:{keyword:"if then else elif fi for while in do done case esac function",literal:"true false",built_in:"break cd continue eval exec exit export getopts hash pwd readonly return shift test times trap umask unset alias bind builtin caller command declare echo enable help let local logout mapfile printf read readarray source type typeset ulimit unalias set shopt autoload bg bindkey bye cap chdir clone comparguments compcall compctl compdescribe compfiles compgroups compquote comptags comptry compvalues dirs disable disown echotc echoti emulate fc fg float functions getcap getln history integer jobs kill limit log noglob popd print pushd pushln rehash sched setcap setopt stat suspend ttyctl unfunction unhash unlimit unsetopt vared wait whence where which zcompile zformat zftp zle zmodload zparseopts zprof zpty zregexparse zsocket zstyle ztcp",_:"-ne -eq -lt -gt -f -d -e -s -l -a"},c:[{cN:"meta",b:/^#![^\n]+sh\s*$/,r:10},{cN:"function",b:/\w[\w\d_]*\s*\(\s*\)\s*\{/,rB:!0,c:[e.inherit(e.TM,{b:/\w[\w\d_]*/})],r:0},e.HCM,s,a,t]}});hljs.registerLanguage("python",function(e){var r={keyword:"and elif is global as in if from raise for except finally print import pass return exec else break not with class assert yield try while continue del or def lambda async await nonlocal|10 None True False",built_in:"Ellipsis NotImplemented"},b={cN:"meta",b:/^(>>>|\.\.\.) /},c={cN:"subst",b:/\{/,e:/\}/,k:r,i:/#/},a={cN:"string",c:[e.BE],v:[{b:/(u|b)?r?'''/,e:/'''/,c:[b],r:10},{b:/(u|b)?r?"""/,e:/"""/,c:[b],r:10},{b:/(fr|rf|f)'''/,e:/'''/,c:[b,c]},{b:/(fr|rf|f)"""/,e:/"""/,c:[b,c]},{b:/(u|r|ur)'/,e:/'/,r:10},{b:/(u|r|ur)"/,e:/"/,r:10},{b:/(b|br)'/,e:/'/},{b:/(b|br)"/,e:/"/},{b:/(fr|rf|f)'/,e:/'/,c:[c]},{b:/(fr|rf|f)"/,e:/"/,c:[c]},e.ASM,e.QSM]},s={cN:"number",r:0,v:[{b:e.BNR+"[lLjJ]?"},{b:"\\b(0o[0-7]+)[lLjJ]?"},{b:e.CNR+"[lLjJ]?"}]},i={cN:"params",b:/\(/,e:/\)/,c:["self",b,s,a]};return c.c=[a,s,b],{aliases:["py","gyp"],k:r,i:/(<\/|->|\?)|=>/,c:[b,s,a,e.HCM,{v:[{cN:"function",bK:"def"},{cN:"class",bK:"class"}],e:/:/,i:/[${=;\n,]/,c:[e.UTM,i,{b:/->/,eW:!0,k:"None"}]},{cN:"meta",b:/^[\t ]*@/,e:/$/},{b:/\b(print|exec)\(/}]}});hljs.registerLanguage("julia",function(e){var r={keyword:"in isa where baremodule begin break catch ccall const continue do else elseif end export false finally for function global if import importall let local macro module quote return true try using while type immutable abstract bitstype typealias ",literal:"true false ARGS C_NULL DevNull ENDIAN_BOM ENV I Inf Inf16 Inf32 Inf64 InsertionSort JULIA_HOME LOAD_PATH MergeSort NaN NaN16 NaN32 NaN64 PROGRAM_FILE QuickSort RoundDown RoundFromZero RoundNearest RoundNearestTiesAway RoundNearestTiesUp RoundToZero RoundUp STDERR STDIN STDOUT VERSION catalan e|0 eu|0 eulergamma golden im nothing pi γ π φ ",built_in:"ANY AbstractArray AbstractChannel AbstractFloat AbstractMatrix AbstractRNG AbstractSerializer AbstractSet AbstractSparseArray AbstractSparseMatrix AbstractSparseVector AbstractString AbstractUnitRange AbstractVecOrMat AbstractVector Any ArgumentError Array AssertionError Associative Base64DecodePipe Base64EncodePipe Bidiagonal BigFloat BigInt BitArray BitMatrix BitVector Bool BoundsError BufferStream CachingPool CapturedException CartesianIndex CartesianRange Cchar Cdouble Cfloat Channel Char Cint Cintmax_t Clong Clonglong ClusterManager Cmd CodeInfo Colon Complex Complex128 Complex32 Complex64 CompositeException Condition ConjArray ConjMatrix ConjVector Cptrdiff_t Cshort Csize_t Cssize_t Cstring Cuchar Cuint Cuintmax_t Culong Culonglong Cushort Cwchar_t Cwstring DataType Date DateFormat DateTime DenseArray DenseMatrix DenseVecOrMat DenseVector Diagonal Dict DimensionMismatch Dims DirectIndexString Display DivideError DomainError EOFError EachLine Enum Enumerate ErrorException Exception ExponentialBackOff Expr Factorization FileMonitor Float16 Float32 Float64 Function Future GlobalRef GotoNode HTML Hermitian IO IOBuffer IOContext IOStream IPAddr IPv4 IPv6 IndexCartesian IndexLinear IndexStyle InexactError InitError Int Int128 Int16 Int32 Int64 Int8 IntSet Integer InterruptException InvalidStateException Irrational KeyError LabelNode LinSpace LineNumberNode LoadError LowerTriangular MIME Matrix MersenneTwister Method MethodError MethodTable Module NTuple NewvarNode NullException Nullable Number ObjectIdDict OrdinalRange OutOfMemoryError OverflowError Pair ParseError PartialQuickSort PermutedDimsArray Pipe PollingFileWatcher ProcessExitedException Ptr QuoteNode RandomDevice Range RangeIndex Rational RawFD ReadOnlyMemoryError Real ReentrantLock Ref Regex RegexMatch RemoteChannel RemoteException RevString RoundingMode RowVector SSAValue SegmentationFault SerializationState Set SharedArray SharedMatrix SharedVector Signed SimpleVector Slot SlotNumber SparseMatrixCSC SparseVector StackFrame StackOverflowError StackTrace StepRange StepRangeLen StridedArray StridedMatrix StridedVecOrMat StridedVector String SubArray SubString SymTridiagonal Symbol Symmetric SystemError TCPSocket Task Text TextDisplay Timer Tridiagonal Tuple Type TypeError TypeMapEntry TypeMapLevel TypeName TypeVar TypedSlot UDPSocket UInt UInt128 UInt16 UInt32 UInt64 UInt8 UndefRefError UndefVarError UnicodeError UniformScaling Union UnionAll UnitRange Unsigned UpperTriangular Val Vararg VecElement VecOrMat Vector VersionNumber Void WeakKeyDict WeakRef WorkerConfig WorkerPool "},t="[A-Za-z_\\u00A1-\\uFFFF][A-Za-z_0-9\\u00A1-\\uFFFF]*",a={l:t,k:r,i:/<\//},n={cN:"number",b:/(\b0x[\d_]*(\.[\d_]*)?|0x\.\d[\d_]*)p[-+]?\d+|\b0[box][a-fA-F0-9][a-fA-F0-9_]*|(\b\d[\d_]*(\.[\d_]*)?|\.\d[\d_]*)([eEfF][-+]?\d+)?/,r:0},o={cN:"string",b:/'(.|\\[xXuU][a-zA-Z0-9]+)'/},i={cN:"subst",b:/\$\(/,e:/\)/,k:r},l={cN:"variable",b:"\\$"+t},c={cN:"string",c:[e.BE,i,l],v:[{b:/\w*"""/,e:/"""\w*/,r:10},{b:/\w*"/,e:/"\w*/}]},s={cN:"string",c:[e.BE,i,l],b:"`",e:"`"},d={cN:"meta",b:"@"+t},u={cN:"comment",v:[{b:"#=",e:"=#",r:10},{b:"#",e:"$"}]};return a.c=[n,o,c,s,d,u,e.HCM,{cN:"keyword",b:"\\b(((abstract|primitive)\\s+)type|(mutable\\s+)?struct)\\b"},{b:/<:/}],i.c=a.c,a});hljs.registerLanguage("coffeescript",function(e){var c={keyword:"in if for while finally new do return else break catch instanceof throw try this switch continue typeof delete debugger super yield import export from as default await then unless until loop of by when and or is isnt not",literal:"true false null undefined yes no on off",built_in:"npm require console print module global window document"},n="[A-Za-z$_][0-9A-Za-z$_]*",r={cN:"subst",b:/#\{/,e:/}/,k:c},i=[e.BNM,e.inherit(e.CNM,{starts:{e:"(\\s*/)?",r:0}}),{cN:"string",v:[{b:/'''/,e:/'''/,c:[e.BE]},{b:/'/,e:/'/,c:[e.BE]},{b:/"""/,e:/"""/,c:[e.BE,r]},{b:/"/,e:/"/,c:[e.BE,r]}]},{cN:"regexp",v:[{b:"///",e:"///",c:[r,e.HCM]},{b:"//[gim]*",r:0},{b:/\/(?![ *])(\\\/|.)*?\/[gim]*(?=\W|$)/}]},{b:"@"+n},{sL:"javascript",eB:!0,eE:!0,v:[{b:"```",e:"```"},{b:"`",e:"`"}]}];r.c=i;var s=e.inherit(e.TM,{b:n}),t="(\\(.*\\))?\\s*\\B[-=]>",o={cN:"params",b:"\\([^\\(]",rB:!0,c:[{b:/\(/,e:/\)/,k:c,c:["self"].concat(i)}]};return{aliases:["coffee","cson","iced"],k:c,i:/\/\*/,c:i.concat([e.C("###","###"),e.HCM,{cN:"function",b:"^\\s*"+n+"\\s*=\\s*"+t,e:"[-=]>",rB:!0,c:[s,o]},{b:/[:\(,=]\s*/,r:0,c:[{cN:"function",b:t,e:"[-=]>",rB:!0,c:[o]}]},{cN:"class",bK:"class",e:"$",i:/[:="\[\]]/,c:[{bK:"extends",eW:!0,i:/[:="\[\]]/,c:[s]},s]},{b:n+":",e:":",rB:!0,rE:!0,r:0}])}});hljs.registerLanguage("cpp",function(t){var e={cN:"keyword",b:"\\b[a-z\\d_]*_t\\b"},r={cN:"string",v:[{b:'(u8?|U)?L?"',e:'"',i:"\\n",c:[t.BE]},{b:'(u8?|U)?R"',e:'"',c:[t.BE]},{b:"'\\\\?.",e:"'",i:"."}]},s={cN:"number",v:[{b:"\\b(0b[01']+)"},{b:"(-?)\\b([\\d']+(\\.[\\d']*)?|\\.[\\d']+)(u|U|l|L|ul|UL|f|F|b|B)"},{b:"(-?)(\\b0[xX][a-fA-F0-9']+|(\\b[\\d']+(\\.[\\d']*)?|\\.[\\d']+)([eE][-+]?[\\d']+)?)"}],r:0},i={cN:"meta",b:/#\s*[a-z]+\b/,e:/$/,k:{"meta-keyword":"if else elif endif define undef warning error line pragma ifdef ifndef include"},c:[{b:/\\\n/,r:0},t.inherit(r,{cN:"meta-string"}),{cN:"meta-string",b:/<[^\n>]*>/,e:/$/,i:"\\n"},t.CLCM,t.CBCM]},a=t.IR+"\\s*\\(",c={keyword:"int float while private char catch import module export virtual operator sizeof dynamic_cast|10 typedef const_cast|10 const for static_cast|10 union namespace unsigned long volatile static protected bool template mutable if public friend do goto auto void enum else break extern using asm case typeid short reinterpret_cast|10 default double register explicit signed typename try this switch continue inline delete alignof constexpr decltype noexcept static_assert thread_local restrict _Bool complex _Complex _Imaginary atomic_bool atomic_char atomic_schar atomic_uchar atomic_short atomic_ushort atomic_int atomic_uint atomic_long atomic_ulong atomic_llong atomic_ullong new throw return and or not",built_in:"std string cin cout cerr clog stdin stdout stderr stringstream istringstream ostringstream auto_ptr deque list queue stack vector map set bitset multiset multimap unordered_set unordered_map unordered_multiset unordered_multimap array shared_ptr abort abs acos asin atan2 atan calloc ceil cosh cos exit exp fabs floor fmod fprintf fputs free frexp fscanf isalnum isalpha iscntrl isdigit isgraph islower isprint ispunct isspace isupper isxdigit tolower toupper labs ldexp log10 log malloc realloc memchr memcmp memcpy memset modf pow printf putchar puts scanf sinh sin snprintf sprintf sqrt sscanf strcat strchr strcmp strcpy strcspn strlen strncat strncmp strncpy strpbrk strrchr strspn strstr tanh tan vfprintf vprintf vsprintf endl initializer_list unique_ptr",literal:"true false nullptr NULL"},n=[e,t.CLCM,t.CBCM,s,r];return{aliases:["c","cc","h","c++","h++","hpp"],k:c,i:"</",c:n.concat([i,{b:"\\b(deque|list|queue|stack|vector|map|set|bitset|multiset|multimap|unordered_map|unordered_set|unordered_multiset|unordered_multimap|array)\\s*<",e:">",k:c,c:["self",e]},{b:t.IR+"::",k:c},{v:[{b:/=/,e:/;/},{b:/\(/,e:/\)/},{bK:"new throw return else",e:/;/}],k:c,c:n.concat([{b:/\(/,e:/\)/,k:c,c:n.concat(["self"]),r:0}]),r:0},{cN:"function",b:"("+t.IR+"[\\*&\\s]+)+"+a,rB:!0,e:/[{;=]/,eE:!0,k:c,i:/[^\w\s\*&]/,c:[{b:a,rB:!0,c:[t.TM],r:0},{cN:"params",b:/\(/,e:/\)/,k:c,r:0,c:[t.CLCM,t.CBCM,r,s,e]},t.CLCM,t.CBCM,i]},{cN:"class",bK:"class struct",e:/[{;:]/,c:[{b:/</,e:/>/,c:["self"]},t.TM]}]),exports:{preprocessor:i,strings:r,k:c}}});hljs.registerLanguage("ruby",function(e){var b="[a-zA-Z_]\\w*[!?=]?|[-+~]\\@|<<|>>|=~|===?|<=>|[<>]=?|\\*\\*|[-/+%^&*~`|]|\\[\\]=?",r={keyword:"and then defined module in return redo if BEGIN retry end for self when next until do begin unless END rescue else break undef not super class case require yield alias while ensure elsif or include attr_reader attr_writer attr_accessor",literal:"true false nil"},c={cN:"doctag",b:"@[A-Za-z]+"},a={b:"#<",e:">"},s=[e.C("#","$",{c:[c]}),e.C("^\\=begin","^\\=end",{c:[c],r:10}),e.C("^__END__","\\n$")],n={cN:"subst",b:"#\\{",e:"}",k:r},t={cN:"string",c:[e.BE,n],v:[{b:/'/,e:/'/},{b:/"/,e:/"/},{b:/`/,e:/`/},{b:"%[qQwWx]?\\(",e:"\\)"},{b:"%[qQwWx]?\\[",e:"\\]"},{b:"%[qQwWx]?{",e:"}"},{b:"%[qQwWx]?<",e:">"},{b:"%[qQwWx]?/",e:"/"},{b:"%[qQwWx]?%",e:"%"},{b:"%[qQwWx]?-",e:"-"},{b:"%[qQwWx]?\\|",e:"\\|"},{b:/\B\?(\\\d{1,3}|\\x[A-Fa-f0-9]{1,2}|\\u[A-Fa-f0-9]{4}|\\?\S)\b/},{b:/<<(-?)\w+$/,e:/^\s*\w+$/}]},i={cN:"params",b:"\\(",e:"\\)",endsParent:!0,k:r},d=[t,a,{cN:"class",bK:"class module",e:"$|;",i:/=/,c:[e.inherit(e.TM,{b:"[A-Za-z_]\\w*(::\\w+)*(\\?|\\!)?"}),{b:"<\\s*",c:[{b:"("+e.IR+"::)?"+e.IR}]}].concat(s)},{cN:"function",bK:"def",e:"$|;",c:[e.inherit(e.TM,{b:b}),i].concat(s)},{b:e.IR+"::"},{cN:"symbol",b:e.UIR+"(\\!|\\?)?:",r:0},{cN:"symbol",b:":(?!\\s)",c:[t,{b:b}],r:0},{cN:"number",b:"(\\b0[0-7_]+)|(\\b0x[0-9a-fA-F_]+)|(\\b[1-9][0-9_]*(\\.[0-9_]+)?)|[0_]\\b",r:0},{b:"(\\$\\W)|((\\$|\\@\\@?)(\\w+))"},{cN:"params",b:/\|/,e:/\|/,k:r},{b:"("+e.RSR+"|unless)\\s*",k:"unless",c:[a,{cN:"regexp",c:[e.BE,n],i:/\n/,v:[{b:"/",e:"/[a-z]*"},{b:"%r{",e:"}[a-z]*"},{b:"%r\\(",e:"\\)[a-z]*"},{b:"%r!",e:"![a-z]*"},{b:"%r\\[",e:"\\][a-z]*"}]}].concat(s),r:0}].concat(s);n.c=d,i.c=d;var l="[>?]>",o="[\\w#]+\\(\\w+\\):\\d+:\\d+>",u="(\\w+-)?\\d+\\.\\d+\\.\\d(p\\d+)?[^>]+>",w=[{b:/^\s*=>/,starts:{e:"$",c:d}},{cN:"meta",b:"^("+l+"|"+o+"|"+u+")",starts:{e:"$",c:d}}];return{aliases:["rb","gemspec","podspec","thor","irb"],k:r,i:/\/\*/,c:s.concat(w).concat(d)}});hljs.registerLanguage("yaml",function(e){var b="true false yes no null",a="^[ \\-]*",r="[a-zA-Z_][\\w\\-]*",t={cN:"attr",v:[{b:a+r+":"},{b:a+'"'+r+'":'},{b:a+"'"+r+"':"}]},c={cN:"template-variable",v:[{b:"{{",e:"}}"},{b:"%{",e:"}"}]},l={cN:"string",r:0,v:[{b:/'/,e:/'/},{b:/"/,e:/"/},{b:/\S+/}],c:[e.BE,c]};return{cI:!0,aliases:["yml","YAML","yaml"],c:[t,{cN:"meta",b:"^---s*$",r:10},{cN:"string",b:"[\\|>] *$",rE:!0,c:l.c,e:t.v[0].b},{b:"<%[%=-]?",e:"[%-]?%>",sL:"ruby",eB:!0,eE:!0,r:0},{cN:"type",b:"!!"+e.UIR},{cN:"meta",b:"&"+e.UIR+"$"},{cN:"meta",b:"\\*"+e.UIR+"$"},{cN:"bullet",b:"^ *-",r:0},e.HCM,{bK:b,k:{literal:b}},e.CNM,l]}});hljs.registerLanguage("css",function(e){var c="[a-zA-Z-][a-zA-Z0-9_-]*",t={b:/[A-Z\_\.\-]+\s*:/,rB:!0,e:";",eW:!0,c:[{cN:"attribute",b:/\S/,e:":",eE:!0,starts:{eW:!0,eE:!0,c:[{b:/[\w-]+\(/,rB:!0,c:[{cN:"built_in",b:/[\w-]+/},{b:/\(/,e:/\)/,c:[e.ASM,e.QSM]}]},e.CSSNM,e.QSM,e.ASM,e.CBCM,{cN:"number",b:"#[0-9A-Fa-f]+"},{cN:"meta",b:"!important"}]}}]};return{cI:!0,i:/[=\/|'\$]/,c:[e.CBCM,{cN:"selector-id",b:/#[A-Za-z0-9_-]+/},{cN:"selector-class",b:/\.[A-Za-z0-9_-]+/},{cN:"selector-attr",b:/\[/,e:/\]/,i:"$"},{cN:"selector-pseudo",b:/:(:)?[a-zA-Z0-9\_\-\+\(\)"'.]+/},{b:"@(font-face|page)",l:"[a-z-]+",k:"font-face page"},{b:"@",e:"[{;]",i:/:/,c:[{cN:"keyword",b:/\w+/},{b:/\s/,eW:!0,eE:!0,r:0,c:[e.ASM,e.QSM,e.CSSNM]}]},{cN:"selector-tag",b:c,r:0},{b:"{",e:"}",i:/\S/,c:[e.CBCM,t]}]}});hljs.registerLanguage("fortran",function(e){var t={cN:"params",b:"\\(",e:"\\)"},n={literal:".False. .True.",keyword:"kind do while private call intrinsic where elsewhere type endtype endmodule endselect endinterface end enddo endif if forall endforall only contains default return stop then public subroutine|10 function program .and. .or. .not. .le. .eq. .ge. .gt. .lt. goto save else use module select case access blank direct exist file fmt form formatted iostat name named nextrec number opened rec recl sequential status unformatted unit continue format pause cycle exit c_null_char c_alert c_backspace c_form_feed flush wait decimal round iomsg synchronous nopass non_overridable pass protected volatile abstract extends import non_intrinsic value deferred generic final enumerator class associate bind enum c_int c_short c_long c_long_long c_signed_char c_size_t c_int8_t c_int16_t c_int32_t c_int64_t c_int_least8_t c_int_least16_t c_int_least32_t c_int_least64_t c_int_fast8_t c_int_fast16_t c_int_fast32_t c_int_fast64_t c_intmax_t C_intptr_t c_float c_double c_long_double c_float_complex c_double_complex c_long_double_complex c_bool c_char c_null_ptr c_null_funptr c_new_line c_carriage_return c_horizontal_tab c_vertical_tab iso_c_binding c_loc c_funloc c_associated  c_f_pointer c_ptr c_funptr iso_fortran_env character_storage_size error_unit file_storage_size input_unit iostat_end iostat_eor numeric_storage_size output_unit c_f_procpointer ieee_arithmetic ieee_support_underflow_control ieee_get_underflow_mode ieee_set_underflow_mode newunit contiguous recursive pad position action delim readwrite eor advance nml interface procedure namelist include sequence elemental pure integer real character complex logical dimension allocatable|10 parameter external implicit|10 none double precision assign intent optional pointer target in out common equivalence data",built_in:"alog alog10 amax0 amax1 amin0 amin1 amod cabs ccos cexp clog csin csqrt dabs dacos dasin datan datan2 dcos dcosh ddim dexp dint dlog dlog10 dmax1 dmin1 dmod dnint dsign dsin dsinh dsqrt dtan dtanh float iabs idim idint idnint ifix isign max0 max1 min0 min1 sngl algama cdabs cdcos cdexp cdlog cdsin cdsqrt cqabs cqcos cqexp cqlog cqsin cqsqrt dcmplx dconjg derf derfc dfloat dgamma dimag dlgama iqint qabs qacos qasin qatan qatan2 qcmplx qconjg qcos qcosh qdim qerf qerfc qexp qgamma qimag qlgama qlog qlog10 qmax1 qmin1 qmod qnint qsign qsin qsinh qsqrt qtan qtanh abs acos aimag aint anint asin atan atan2 char cmplx conjg cos cosh exp ichar index int log log10 max min nint sign sin sinh sqrt tan tanh print write dim lge lgt lle llt mod nullify allocate deallocate adjustl adjustr all allocated any associated bit_size btest ceiling count cshift date_and_time digits dot_product eoshift epsilon exponent floor fraction huge iand ibclr ibits ibset ieor ior ishft ishftc lbound len_trim matmul maxexponent maxloc maxval merge minexponent minloc minval modulo mvbits nearest pack present product radix random_number random_seed range repeat reshape rrspacing scale scan selected_int_kind selected_real_kind set_exponent shape size spacing spread sum system_clock tiny transpose trim ubound unpack verify achar iachar transfer dble entry dprod cpu_time command_argument_count get_command get_command_argument get_environment_variable is_iostat_end ieee_arithmetic ieee_support_underflow_control ieee_get_underflow_mode ieee_set_underflow_mode is_iostat_eor move_alloc new_line selected_char_kind same_type_as extends_type_ofacosh asinh atanh bessel_j0 bessel_j1 bessel_jn bessel_y0 bessel_y1 bessel_yn erf erfc erfc_scaled gamma log_gamma hypot norm2 atomic_define atomic_ref execute_command_line leadz trailz storage_size merge_bits bge bgt ble blt dshiftl dshiftr findloc iall iany iparity image_index lcobound ucobound maskl maskr num_images parity popcnt poppar shifta shiftl shiftr this_image"};return{cI:!0,aliases:["f90","f95"],k:n,i:/\/\*/,c:[e.inherit(e.ASM,{cN:"string",r:0}),e.inherit(e.QSM,{cN:"string",r:0}),{cN:"function",bK:"subroutine function program",i:"[${=\\n]",c:[e.UTM,t]},e.C("!","$",{r:0}),{cN:"number",b:"(?=\\b|\\+|\\-|\\.)(?=\\.\\d|\\d)(?:\\d+)?(?:\\.?\\d*)(?:[de][+-]?\\d+)?\\b\\.?",r:0}]}});hljs.registerLanguage("awk",function(e){var r={cN:"variable",v:[{b:/\$[\w\d#@][\w\d_]*/},{b:/\$\{(.*?)}/}]},b="BEGIN END if else while do for in break continue delete next nextfile function func exit|10",n={cN:"string",c:[e.BE],v:[{b:/(u|b)?r?'''/,e:/'''/,r:10},{b:/(u|b)?r?"""/,e:/"""/,r:10},{b:/(u|r|ur)'/,e:/'/,r:10},{b:/(u|r|ur)"/,e:/"/,r:10},{b:/(b|br)'/,e:/'/},{b:/(b|br)"/,e:/"/},e.ASM,e.QSM]};return{k:{keyword:b},c:[r,n,e.RM,e.HCM,e.NM]}});hljs.registerLanguage("makefile",function(e){var i={cN:"variable",v:[{b:"\\$\\("+e.UIR+"\\)",c:[e.BE]},{b:/\$[@%<?\^\+\*]/}]},r={cN:"string",b:/"/,e:/"/,c:[e.BE,i]},a={cN:"variable",b:/\$\([\w-]+\s/,e:/\)/,k:{built_in:"subst patsubst strip findstring filter filter-out sort word wordlist firstword lastword dir notdir suffix basename addsuffix addprefix join wildcard realpath abspath error warning shell origin flavor foreach if or and call eval file value"},c:[i]},n={b:"^"+e.UIR+"\\s*[:+?]?=",i:"\\n",rB:!0,c:[{b:"^"+e.UIR,e:"[:+?]?=",eE:!0}]},t={cN:"meta",b:/^\.PHONY:/,e:/$/,k:{"meta-keyword":".PHONY"},l:/[\.\w]+/},l={cN:"section",b:/^[^\s]+:/,e:/$/,c:[i]};return{aliases:["mk","mak"],k:"define endef undefine ifdef ifndef ifeq ifneq else endif include -include sinclude override export unexport private vpath",l:/[\w-]+/,c:[e.HCM,i,r,a,n,t,l]}});hljs.registerLanguage("java",function(e){var a="[À-ʸa-zA-Z_$][À-ʸa-zA-Z_$0-9]*",t=a+"(<"+a+"(\\s*,\\s*"+a+")*>)?",r="false synchronized int abstract float private char boolean static null if const for true while long strictfp finally protected import native final void enum else break transient catch instanceof byte super volatile case assert short package default double public try this switch continue throws protected public private module requires exports do",s="\\b(0[bB]([01]+[01_]+[01]+|[01]+)|0[xX]([a-fA-F0-9]+[a-fA-F0-9_]+[a-fA-F0-9]+|[a-fA-F0-9]+)|(([\\d]+[\\d_]+[\\d]+|[\\d]+)(\\.([\\d]+[\\d_]+[\\d]+|[\\d]+))?|\\.([\\d]+[\\d_]+[\\d]+|[\\d]+))([eE][-+]?\\d+)?)[lLfF]?",c={cN:"number",b:s,r:0};return{aliases:["jsp"],k:r,i:/<\/|#/,c:[e.C("/\\*\\*","\\*/",{r:0,c:[{b:/\w+@/,r:0},{cN:"doctag",b:"@[A-Za-z]+"}]}),e.CLCM,e.CBCM,e.ASM,e.QSM,{cN:"class",bK:"class interface",e:/[{;=]/,eE:!0,k:"class interface",i:/[:"\[\]]/,c:[{bK:"extends implements"},e.UTM]},{bK:"new throw return else",r:0},{cN:"function",b:"("+t+"\\s+)+"+e.UIR+"\\s*\\(",rB:!0,e:/[{;=]/,eE:!0,k:r,c:[{b:e.UIR+"\\s*\\(",rB:!0,r:0,c:[e.UTM]},{cN:"params",b:/\(/,e:/\)/,k:r,r:0,c:[e.ASM,e.QSM,e.CNM,e.CBCM]},e.CLCM,e.CBCM]},c,{cN:"meta",b:"@[A-Za-z]+"}]}});hljs.registerLanguage("stan",function(e){return{c:[e.HCM,e.CLCM,e.CBCM,{b:e.UIR,l:e.UIR,k:{name:"for in while repeat until if then else",symbol:"bernoulli bernoulli_logit binomial binomial_logit beta_binomial hypergeometric categorical categorical_logit ordered_logistic neg_binomial neg_binomial_2 neg_binomial_2_log poisson poisson_log multinomial normal exp_mod_normal skew_normal student_t cauchy double_exponential logistic gumbel lognormal chi_square inv_chi_square scaled_inv_chi_square exponential inv_gamma weibull frechet rayleigh wiener pareto pareto_type_2 von_mises uniform multi_normal multi_normal_prec multi_normal_cholesky multi_gp multi_gp_cholesky multi_student_t gaussian_dlm_obs dirichlet lkj_corr lkj_corr_cholesky wishart inv_wishart","selector-tag":"int real vector simplex unit_vector ordered positive_ordered row_vector matrix cholesky_factor_corr cholesky_factor_cov corr_matrix cov_matrix",title:"functions model data parameters quantities transformed generated",literal:"true false"},r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"\\d+(?:[eE][+\\-]?\\d*)?L\\b",r:0},{cN:"number",b:"\\d+\\.(?!\\d)(?:i\\b)?",r:0},{cN:"number",b:"\\d+(?:\\.\\d*)?(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{cN:"number",b:"\\.\\d+(?:[eE][+\\-]?\\d*)?i?\\b",r:0}]}});hljs.registerLanguage("javascript",function(e){var r="[A-Za-z$_][0-9A-Za-z$_]*",t={keyword:"in of if for while finally var new function do return void else break catch instanceof with throw case default try this switch continue typeof delete let yield const export super debugger as async await static import from as",literal:"true false null undefined NaN Infinity",built_in:"eval isFinite isNaN parseFloat parseInt decodeURI decodeURIComponent encodeURI encodeURIComponent escape unescape Object Function Boolean Error EvalError InternalError RangeError ReferenceError StopIteration SyntaxError TypeError URIError Number Math Date String RegExp Array Float32Array Float64Array Int16Array Int32Array Int8Array Uint16Array Uint32Array Uint8Array Uint8ClampedArray ArrayBuffer DataView JSON Intl arguments require module console window document Symbol Set Map WeakSet WeakMap Proxy Reflect Promise"},a={cN:"number",v:[{b:"\\b(0[bB][01]+)"},{b:"\\b(0[oO][0-7]+)"},{b:e.CNR}],r:0},n={cN:"subst",b:"\\$\\{",e:"\\}",k:t,c:[]},c={cN:"string",b:"`",e:"`",c:[e.BE,n]};n.c=[e.ASM,e.QSM,c,a,e.RM];var s=n.c.concat([e.CBCM,e.CLCM]);return{aliases:["js","jsx"],k:t,c:[{cN:"meta",r:10,b:/^\s*['"]use (strict|asm)['"]/},{cN:"meta",b:/^#!/,e:/$/},e.ASM,e.QSM,c,e.CLCM,e.CBCM,a,{b:/[{,]\s*/,r:0,c:[{b:r+"\\s*:",rB:!0,r:0,c:[{cN:"attr",b:r,r:0}]}]},{b:"("+e.RSR+"|\\b(case|return|throw)\\b)\\s*",k:"return throw case",c:[e.CLCM,e.CBCM,e.RM,{cN:"function",b:"(\\(.*?\\)|"+r+")\\s*=>",rB:!0,e:"\\s*=>",c:[{cN:"params",v:[{b:r},{b:/\(\s*\)/},{b:/\(/,e:/\)/,eB:!0,eE:!0,k:t,c:s}]}]},{b:/</,e:/(\/\w+|\w+\/)>/,sL:"xml",c:[{b:/<\w+\s*\/>/,skip:!0},{b:/<\w+/,e:/(\/\w+|\w+\/)>/,skip:!0,c:[{b:/<\w+\s*\/>/,skip:!0},"self"]}]}],r:0},{cN:"function",bK:"function",e:/\{/,eE:!0,c:[e.inherit(e.TM,{b:r}),{cN:"params",b:/\(/,e:/\)/,eB:!0,eE:!0,c:s}],i:/\[|%/},{b:/\$[(.]/},e.METHOD_GUARD,{cN:"class",bK:"class",e:/[{;=]/,eE:!0,i:/[:"\[\]]/,c:[{bK:"extends"},e.UTM]},{bK:"constructor",e:/\{/,eE:!0}],i:/#(?!!)/}});hljs.registerLanguage("tex",function(c){var e={cN:"tag",b:/\\/,r:0,c:[{cN:"name",v:[{b:/[a-zA-Zа-яА-я]+[*]?/},{b:/[^a-zA-Zа-яА-я0-9]/}],starts:{eW:!0,r:0,c:[{cN:"string",v:[{b:/\[/,e:/\]/},{b:/\{/,e:/\}/}]},{b:/\s*=\s*/,eW:!0,r:0,c:[{cN:"number",b:/-?\d*\.?\d+(pt|pc|mm|cm|in|dd|cc|ex|em)?/}]}]}}]};return{c:[e,{cN:"formula",c:[e],r:0,v:[{b:/\$\$/,e:/\$\$/},{b:/\$/,e:/\$/}]},c.C("%","$",{r:0})]}});hljs.registerLanguage("xml",function(s){var e="[A-Za-z0-9\\._:-]+",t={eW:!0,i:/</,r:0,c:[{cN:"attr",b:e,r:0},{b:/=\s*/,r:0,c:[{cN:"string",endsParent:!0,v:[{b:/"/,e:/"/},{b:/'/,e:/'/},{b:/[^\s"'=<>`]+/}]}]}]};return{aliases:["html","xhtml","rss","atom","xjb","xsd","xsl","plist"],cI:!0,c:[{cN:"meta",b:"<!DOCTYPE",e:">",r:10,c:[{b:"\\[",e:"\\]"}]},s.C("<!--","-->",{r:10}),{b:"<\\!\\[CDATA\\[",e:"\\]\\]>",r:10},{b:/<\?(php)?/,e:/\?>/,sL:"php",c:[{b:"/\\*",e:"\\*/",skip:!0}]},{cN:"tag",b:"<style(?=\\s|>|$)",e:">",k:{name:"style"},c:[t],starts:{e:"</style>",rE:!0,sL:["css","xml"]}},{cN:"tag",b:"<script(?=\\s|>|$)",e:">",k:{name:"script"},c:[t],starts:{e:"</script>",rE:!0,sL:["actionscript","javascript","handlebars","xml"]}},{cN:"meta",v:[{b:/<\?xml/,e:/\?>/,r:10},{b:/<\?\w+/,e:/\?>/}]},{cN:"tag",b:"</?",e:"/?>",c:[{cN:"name",b:/[^\/><\s]+/,r:0},t]}]}});hljs.registerLanguage("markdown",function(e){return{aliases:["md","mkdown","mkd"],c:[{cN:"section",v:[{b:"^#{1,6}",e:"$"},{b:"^.+?\\n[=-]{2,}$"}]},{b:"<",e:">",sL:"xml",r:0},{cN:"bullet",b:"^([*+-]|(\\d+\\.))\\s+"},{cN:"strong",b:"[*_]{2}.+?[*_]{2}"},{cN:"emphasis",v:[{b:"\\*.+?\\*"},{b:"_.+?_",r:0}]},{cN:"quote",b:"^>\\s+",e:"$"},{cN:"code",v:[{b:"^```w*s*$",e:"^```s*$"},{b:"`.+?`"},{b:"^( {4}|	)",e:"$",r:0}]},{b:"^[-\\*]{3,}",e:"$"},{b:"\\[.+?\\][\\(\\[].*?[\\)\\]]",rB:!0,c:[{cN:"string",b:"\\[",e:"\\]",eB:!0,rE:!0,r:0},{cN:"link",b:"\\]\\(",e:"\\)",eB:!0,eE:!0},{cN:"symbol",b:"\\]\\[",e:"\\]",eB:!0,eE:!0}],r:10},{b:/^\[[^\n]+\]:/,rB:!0,c:[{cN:"symbol",b:/\[/,e:/\]/,eB:!0,eE:!0},{cN:"link",b:/:\s*/,e:/$/,eB:!0}]}]}});hljs.registerLanguage("json",function(e){var i={literal:"true false null"},n=[e.QSM,e.CNM],r={e:",",eW:!0,eE:!0,c:n,k:i},t={b:"{",e:"}",c:[{cN:"attr",b:/"/,e:/"/,c:[e.BE],i:"\\n"},e.inherit(r,{b:/:/})],i:"\\S"},c={b:"\\[",e:"\\]",c:[e.inherit(r)],i:"\\S"};return n.splice(n.length,0,t,c),{c:n,k:i,i:"\\S"}});"></script>
+
+<style type="text/css">code{white-space: pre;}</style>
+<style type="text/css">
+  pre:not([class]) {
+    background-color: white;
+  }
+</style>
+<script type="text/javascript">
+if (window.hljs) {
+  hljs.configure({languages: []});
+  hljs.initHighlightingOnLoad();
+  if (document.readyState && document.readyState === "complete") {
+    window.setTimeout(function() { hljs.initHighlighting(); }, 0);
+  }
+}
+</script>
+
+
+
+<style type="text/css">
+h1 {
+  font-size: 34px;
+}
+h1.title {
+  font-size: 38px;
+}
+h2 {
+  font-size: 30px;
+}
+h3 {
+  font-size: 24px;
+}
+h4 {
+  font-size: 18px;
+}
+h5 {
+  font-size: 16px;
+}
+h6 {
+  font-size: 12px;
+}
+.table th:not([align]) {
+  text-align: left;
+}
+#rmd-source-code {
+  display: none;
+}
+</style>
+
+
+</head>
+
+<body>
+
+<style type="text/css">
+.main-container {
+  max-width: 940px;
+  margin-left: auto;
+  margin-right: auto;
+}
+code {
+  color: inherit;
+  background-color: rgba(0, 0, 0, 0.04);
+}
+img {
+  max-width:100%;
+  height: auto;
+}
+.tabbed-pane {
+  padding-top: 12px;
+}
+.html-widget {
+  margin-bottom: 20px;
+}
+button.code-folding-btn:focus {
+  outline: none;
+}
+</style>
+
+<style type="text/css">
+.kable-table {
+  border: 1px solid #ccc;
+  border-radius: 4px;
+  overflow: auto;
+  padding-left: 8px;
+  padding-right: 8px;
+  margin-bottom: 20px;
+  max-height: 350px;
+}
+
+.kable-table table {
+  margin-bottom: 0px;
+}
+
+.kable-table table>thead>tr>th {
+  border: none;
+  border-bottom: 2px solid #dddddd;
+}
+
+.kable-table table>thead {
+  background-color: #fff;
+}
+</style>
+
+
+<div class="container-fluid main-container">
+
+<!-- tabsets -->
+<script>
+$(document).ready(function () {
+  window.buildTabsets("TOC");
+});
+</script>
+
+<!-- code folding -->
+<style type="text/css">
+.code-folding-btn { margin-bottom: 4px; }
+</style>
+<script>
+$(document).ready(function () {
+  window.initializeSourceEmbed("520_analyse_biodiv_sr_two_step.Rmd");
+  window.initializeCodeFolding("show" === "show");
+});
+</script>
+
+
+
+
+
+
+<div class="fluid-row" id="header">
+
+<div class="btn-group pull-right">
+<button type="button" class="btn btn-default btn-xs dropdown-toggle" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false"><span>Code</span> <span class="caret"></span></button>
+<ul class="dropdown-menu" style="min-width: 50px;">
+<li><a id="rmd-show-all-code" href="#">Show All Code</a></li>
+<li><a id="rmd-hide-all-code" href="#">Hide All Code</a></li>
+<li role="separator" class="divider"></li>
+<li><a id="rmd-download-source" href="#">Download Rmd</a></li>
+</ul>
+</div>
+
+
+
+<h1 class="title toc-ignore">520 Analyse Biodiv-RS Two Step</h1>
+
+</div>
+
+
+<!-- rnb-text-begin -->
+<!-- rnb-text-end -->
+<!-- rnb-text-begin -->
+<div id="compare-pls-and-rf" class="section level1">
+<h1>Compare PLS and RF</h1>
+<!-- rnb-text-end -->
+<!-- rnb-chunk-begin -->
+<!-- rnb-chunk-end -->
+<!-- rnb-text-begin -->
+<!-- rnb-text-end -->
+<!-- rnb-chunk-begin -->
+<!-- rnb-chunk-end -->
+<!-- rnb-text-begin -->
+</div>
+<div id="check-performance-of-pls-and-rf" class="section level1">
+<h1>Check performance of PLS and RF</h1>
+<!-- rnb-text-end -->
+<!-- rnb-chunk-begin -->
+<!-- rnb-chunk-end -->
+<!-- rnb-text-begin -->
+</div>
+<div id="collect-variable-importance" class="section level1">
+<h1>Collect variable importance</h1>
+<div id="number-of-variables" class="section level2">
+<h2>Number of variables</h2>
+<!-- rnb-text-end -->
+<!-- rnb-chunk-begin -->
+<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxucGxzX3JmX3Jlc19sb25nID0gbWVsdChwbHNfcmZfcmVzW3Bsc19yZl9yZXMkUmVzYW1wbGUgPT0gXCJNZWFuXCIsIGMoMSwgMiwgNiwgMTMpXSwgaWQudmFycyA9IGMoXCJwdHlwZVwiLCBcInJlc3BcIikpXG5nZ3Bsb3QoZGF0YSA9IHBsc19yZl9yZXNfbG9uZywgYWVzKHggPSB2YXJpYWJsZSwgeSA9IHZhbHVlLCBmaWxsID0gcHR5cGUpKSArXG4gIGdlb21fYm94cGxvdCgpICsgXG4gIGxhYnMobGlzdCh4ID0gXCJNb2RlbHNcIiwgeSA9IFwiTnVtYmVyIG9mIHZhcmlhYmxlc1wiICxcbiAgICAgICAgICAgIGZpbGwgPSBcIlByZWRpY3RvciBTZXRcIikpICtcbiAgdGhlbWVfYncoKVxuYGBgIn0= -->
+<pre class="r"><code>pls_rf_res_long = melt(pls_rf_res[pls_rf_res$Resample == &quot;Mean&quot;, c(1, 2, 6, 13)], id.vars = c(&quot;ptype&quot;, &quot;resp&quot;))
+ggplot(data = pls_rf_res_long, aes(x = variable, y = value, fill = ptype)) +
+  geom_boxplot() + 
+  labs(list(x = &quot;Models&quot;, y = &quot;Number of variables&quot; ,
+            fill = &quot;Predictor Set&quot;)) +
+  theme_bw()</code></pre>
+<!-- rnb-source-end -->
+<!-- rnb-chunk-end -->
+<!-- rnb-text-begin -->
+</div>
+</div>
+<div id="variable-importance-for-pls" class="section level1">
+<h1>Variable importance for PLS</h1>
+<!-- rnb-text-end -->
+<!-- rnb-chunk-begin -->
+<!-- rnb-chunk-end -->
+<!-- rnb-text-begin -->
+</div>
+<div id="variable-importance-for-rf" class="section level1">
+<h1>Variable importance for RF</h1>
+<!-- rnb-text-end -->
+<!-- rnb-chunk-begin -->
+<!-- rnb-chunk-end -->
+<!-- rnb-text-begin -->
+</div>
+<div id="trophic-levels" class="section level1">
+<h1>Trophic levels</h1>
+<!-- rnb-text-end -->
+<!-- rnb-chunk-begin -->
+<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxudmFyX2ltcF9sZXZlbHMgPSB2YXJfaW1wXG5mb3IoaSBpbiBzZXEobGVuZ3RoKHZhcl9pbXBfbGV2ZWxzKSkpe1xuICB2YXJfaW1wX2xldmVsc1tbaV1dJFJFU1BPTlNFID0gdGwkTGV2ZWxbZ3JlcCh2YXJfaW1wX2xldmVsc1tbaV1dJFJFU1BPTlNFWzFdLCB0bCRTcGVjaWVzKV1cbn1cbnBsb3RWYXJJbXBIZWF0bWFwKHZhcl9pbXBfbGV2ZWxzLCB4bGFiID0gXCJTcGVjaWVzXCIsIHlsYWIgPSBcIkJhbmRcIilcbmBgYCJ9 -->
+<pre class="r"><code>var_imp_levels = var_imp
+for(i in seq(length(var_imp_levels))){
+  var_imp_levels[[i]]$RESPONSE = tl$Level[grep(var_imp_levels[[i]]$RESPONSE[1], tl$Species)]
+}
+plotVarImpHeatmap(var_imp_levels, xlab = &quot;Species&quot;, ylab = &quot;Band&quot;)</code></pre>
+<!-- rnb-source-end -->
+<!-- rnb-chunk-end -->
+<!-- rnb-text-begin -->
+<p>When you save the notebook, an HTML file containing the code and output will be saved alongside it (click the <em>Preview</em> button or press <em>Ctrl+Shift+K</em> to preview the HTML file).</p>
+<p>The preview shows you a rendered HTML copy of the contents of the editor. Consequently, unlike <em>Knit</em>, <em>Preview</em> does not run any R code chunks. Instead, the output of the chunk when it was last run in the editor is displayed.</p>
+<!-- rnb-text-end -->
+</div>
+
+<div id="rmd-source-code">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</div>
+
+
+
+</div>
+
+<script>
+
+// add bootstrap table styles to pandoc tables
+function bootstrapStylePandocTables() {
+  $('tr.header').parent('thead').parent('table').addClass('table table-condensed');
+}
+$(document).ready(function () {
+  bootstrapStylePandocTables();
+});
+
+$(document).ready(function () {
+  $('.knitsql-table').addClass('kable-table');
+  var container = $('.kable-table');
+  container.each(function() {
+
+    // move the caption out of the table
+    var table = $(this).children('table');
+    var caption = table.children('caption').detach();
+    caption.insertBefore($(this)).css('display', 'inherit');
+  });
+});
+
+</script>
+
+<!-- dynamically load mathjax for compatibility with self-contained -->
+<script>
+  (function () {
+    var script = document.createElement("script");
+    script.type = "text/javascript";
+    script.src  = "https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML";
+    document.getElementsByTagName("head")[0].appendChild(script);
+  })();
+</script>
+
+</body>
+</html>

From 8cb737d5a4a148768d5e611bde66b08279fc5029 Mon Sep 17 00:00:00 2001
From: "Nauss, Thomas" <nauss@staff.uni-marburg.de>
Date: Sun, 3 Feb 2019 15:52:19 +0100
Subject: [PATCH 43/65] Add check for missing model

---
 src/001_functions.R                          | 22 +++++++++++---------
 src/310_predict_biodiv_sr_res_rf.R           |  1 +
 src/410_compile_analyse_biodiv_sr_elev_res.R |  7 ++++++-
 3 files changed, 19 insertions(+), 11 deletions(-)

diff --git a/src/001_functions.R b/src/001_functions.R
index c13d21e..3563398 100644
--- a/src/001_functions.R
+++ b/src/001_functions.R
@@ -79,16 +79,18 @@ compModels = function(model, pt, mt, outpath){
     
     model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
     model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-    model = createIndexFolds(x = model, nested_cv = FALSE)
-    model = trainModel(x = model,
-                       metric = "RMSE",
-                       n_var = NULL,
-                       mthd = mt,
-                       mode = "ffs",
-                       seed_nbr = 11,
-                       cv_nbr = NULL,
-                       var_selection = "indv",
-                       filepath_tmp = NULL)
+    if(nrow(model@data$input) > 0){
+      model = createIndexFolds(x = model, nested_cv = FALSE)
+      model = trainModel(x = model,
+                         metric = "RMSE",
+                         n_var = NULL,
+                         mthd = mt,
+                         mode = "ffs",
+                         seed_nbr = 11,
+                         cv_nbr = NULL,
+                         var_selection = "indv",
+                         filepath_tmp = NULL)
+    }
     
     outfile_name =   gsub("[*]", "", paste0(outpath, 
                                             "ki_sr_", pt, "_non_scaled_", mt, "_", 
diff --git a/src/310_predict_biodiv_sr_res_rf.R b/src/310_predict_biodiv_sr_res_rf.R
index 791e928..0d89baf 100644
--- a/src/310_predict_biodiv_sr_res_rf.R
+++ b/src/310_predict_biodiv_sr_res_rf.R
@@ -19,6 +19,7 @@ dir.create(paste0(path_model_gpm_sr_res), showWarnings = FALSE)
 res_suffixes = c("_gam_elev_res", "_pls_elui_res", "_rf_elui_res")
 res_suffixes = c("_pls_elui_res", "_rf_elui_res")
 mtypes = c("pls", "rf")
+mtypes = c("rf")
 pt = "*spec*"
 
 
diff --git a/src/410_compile_analyse_biodiv_sr_elev_res.R b/src/410_compile_analyse_biodiv_sr_elev_res.R
index 53d3aaf..4af2ca1 100644
--- a/src/410_compile_analyse_biodiv_sr_elev_res.R
+++ b/src/410_compile_analyse_biodiv_sr_elev_res.R
@@ -18,7 +18,12 @@ all_models = lapply(mtypes, function(mt){
     all_models = readRDS(model_files[[1]])
     
     for(i in (seq(2, length(model_files)))){
-      all_models@model[[1]][[i]] = readRDS(model_files[[i]])@model[[1]][[1]]
+      act_model = readRDS(model_files[[i]])
+      if(length(act_model@model) > 0){
+      all_models@model[[1]][[i]] = act_model@model[[1]][[1]]
+      } else {
+        all_models@model[[1]][[i]] = NA
+      }
     }
     
     return(all_models)

From 1c6b4cabf47fd1ca60ddec1b4c858d1930586282 Mon Sep 17 00:00:00 2001
From: Thomas Nauss <nauss@geo.uni-marburg.de>
Date: Tue, 5 Mar 2019 12:48:12 +0100
Subject: [PATCH 44/65] Update

---
 src/000_set_environment.R                    |  3 +-
 src/410_compile_analyse_biodiv_sr_elev_res.R |  2 +-
 src/500_analyse_biodiv_sr.Rmd                | 63 ++++++++++++++++----
 src/500_analyse_biodiv_sr.nb.html            | 25 ++++----
 src/520_analyse_biodiv_sr_two_step.Rmd       | 21 ++++---
 src/520_analyse_biodiv_sr_two_step.nb.html   |  5 +-
 6 files changed, 81 insertions(+), 38 deletions(-)

diff --git a/src/000_set_environment.R b/src/000_set_environment.R
index 8b24348..b75411d 100644
--- a/src/000_set_environment.R
+++ b/src/000_set_environment.R
@@ -1,6 +1,6 @@
 # Set path ---------------------------------------------------------------------
 if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/"
+  filepath_base = "C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/"
 } else {
   filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/"
 }
@@ -61,6 +61,7 @@ library(spacetime)
 # library(vegan)
 # library(yaml)
 
+
 # Other settings ---------------------------------------------------------------
 source(filepath_source)
 
diff --git a/src/410_compile_analyse_biodiv_sr_elev_res.R b/src/410_compile_analyse_biodiv_sr_elev_res.R
index 4af2ca1..016099c 100644
--- a/src/410_compile_analyse_biodiv_sr_elev_res.R
+++ b/src/410_compile_analyse_biodiv_sr_elev_res.R
@@ -1,5 +1,5 @@
 # Combine species richness residual model results in one variable.
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+source("C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
 
 
 dir.create(path_compile_analysis_sr_elev_res, showWarnings = FALSE)
diff --git a/src/500_analyse_biodiv_sr.Rmd b/src/500_analyse_biodiv_sr.Rmd
index 62a36f6..616ea8a 100644
--- a/src/500_analyse_biodiv_sr.Rmd
+++ b/src/500_analyse_biodiv_sr.Rmd
@@ -25,6 +25,20 @@ tl = read.table(file.path(path_meta, "trophic_levels.csv"), header = TRUE, sep =
 gam_sr = merge(gam_sr, tl, by.x = "resp", by.y = "Species")
 pls_sr = merge(pls_sr, tl, by.x = "resp", by.y = "Species")
 rf_sr = merge(rf_sr, tl, by.x = "resp", by.y = "Species")
+
+# Arrange levels and species names
+pls_sr$Level = factor(pls_sr$Level, levels(pls_sr$Level)[c(1, 5, 4, 3, 6, 2)] )
+pls_sr$resp = as.character(pls_sr$resp)
+pls_sr$resp = substr(pls_sr$resp, 3, nchar(pls_sr$resp))
+pls_sr$resp = gsub("(^[[:alpha:]])", "\\U\\1", pls_sr$resp, perl=TRUE)
+pls_sr$resp = factor(pls_sr$resp, unique(pls_sr$resp[order(pls_sr$Level, pls_sr$resp)]))
+
+
+rf_sr$Level = factor(rf_sr$Level, levels(rf_sr$Level)[c(1, 5, 4, 3, 6, 2)] )
+rf_sr$resp = as.character(rf_sr$resp)
+rf_sr$resp = substr(rf_sr$resp, 3, nchar(rf_sr$resp))
+rf_sr$resp = gsub("(^[[:alpha:]])", "\\U\\1", rf_sr$resp, perl=TRUE)
+rf_sr$resp = factor(rf_sr$resp, unique(rf_sr$resp[order(rf_sr$Level, rf_sr$resp)]))
 ```
 
 # Compare PLS and RF
@@ -36,12 +50,37 @@ models_sr$mptype = factor(models_sr$mptype, levels = c("pls_elsp", "rf_elsp",
                                                        "pls_kmra", "rf_kmra",
                                                        "pls_spec", "rf_spec"))
 
+ggplot(data = models_sr[models_sr$mtype == "pls" & 
+                          (models_sr$ptype == "elui" | models_sr$ptype == "spec"),], 
+       aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
+  geom_boxplot() +
+  geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
+  scale_fill_brewer(palette="Dark2") + 
+  theme_bw() + 
+  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
+  labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))
+
+
 
-ggplot(data = models_sr[models_sr$ptype == "elui" | models_sr$ptype == "spec",], aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
+ggplot(data = models_sr[models_sr$mtype == "rf" & 
+                          (models_sr$ptype == "elui" | models_sr$ptype == "spec"),], 
+       aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
   geom_boxplot() +
+  geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
+  scale_fill_brewer(palette="Dark2") + 
   theme_bw() + 
   theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
   labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))
+
+
+ggplot(data = models_sr[models_sr$mtype == "rf" & models_sr$ptype == "spec",], 
+       aes(x = resp, y = RMSE_normSD, fill = Level)) + 
+  geom_boxplot() +
+  geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
+  scale_fill_brewer(palette="Dark2") + 
+  theme_bw() + 
+  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
+  labs(list(x = "Species richness", y = "RMSEn", fill = "Trophic level"))
 ```
 
 ```{r, echo=FALSE}
@@ -65,17 +104,17 @@ names(perf_check) = ptypes
 # Check performance of PLS and RF
 ```{r, echo = FALSE}
 for(i in seq(length(perf_check))){
-rmse_perf = sort(round(1-pls_rf_sr[as.numeric(perf_check[[i]]), "RMSE_pls"] / 
-                         pls_rf_sr[as.numeric(perf_check[[i]]), "RMSE_rf"],2))
-var_rf_prct = sort(round(pls_rf_sr[as.numeric(perf_check[[i]]), "nvars_rf"] / 
-                           pls_rf_sr[as.numeric(perf_check[[i]]), "nvars_pls"],2))
-level_pls = sort(table(pls_rf_sr[as.numeric(perf_check[[i]]), "Level_pls"]))
-print(names(perf_check[i]))
-print(pls_rf_sr[as.numeric(perf_check[[i]]),])
-cat("RMSE (1 - PLS/RF):", rmse_perf, "\n")
-cat("Var number (RF/PLS):", var_rf_prct, "\n")
-cat("Levels with PLS is better:", level_pls, "\n")
-cat("\n\n")
+  rmse_perf = sort(round(1-pls_rf_sr[as.numeric(perf_check[[i]]), "RMSE_pls"] / 
+                           pls_rf_sr[as.numeric(perf_check[[i]]), "RMSE_rf"],2))
+  var_rf_prct = sort(round(pls_rf_sr[as.numeric(perf_check[[i]]), "nvars_rf"] / 
+                             pls_rf_sr[as.numeric(perf_check[[i]]), "nvars_pls"],2))
+  level_pls = sort(table(pls_rf_sr[as.numeric(perf_check[[i]]), "Level_pls"]))
+  print(names(perf_check[i]))
+  print(pls_rf_sr[as.numeric(perf_check[[i]]),])
+  cat("RMSE (1 - PLS/RF):", rmse_perf, "\n")
+  cat("Var number (RF/PLS):", var_rf_prct, "\n")
+  cat("Levels with PLS is better:", level_pls, "\n")
+  cat("\n\n")
 }
 ```
 
diff --git a/src/500_analyse_biodiv_sr.nb.html b/src/500_analyse_biodiv_sr.nb.html
index 80307d4..3cb1b54 100644
--- a/src/500_analyse_biodiv_sr.nb.html
+++ b/src/500_analyse_biodiv_sr.nb.html
@@ -183,7 +183,7 @@ <h1>Compare PLS and RF</h1>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
 <!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
-<p><img src="data:image/png;base64,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" /></p>
+<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAArwAAAGwCAMAAAB8TkaXAAABg1BMVEUAAAAAADoAAGYAOmYAOpAAZpAAZrYbnnczMzM6AAA6ADo6AGY6OmY6OpA6ZrY6kNtNTU1NTW5NTY5Nbm5Nbo5NbqtNjo5NjqtNjshmAABmADpmAGZmOgBmOjpmOpBmZjpmZmZmph5mtv9uTU1uTW5uTY5ubm5ubo5ubqtujo5uq6tuq8huq+R1cLOOTU2OTW6OTY6Obk2Obm6ObquOjk2Ojm6Ojo6OjsiOq46Oq6uOyMiOyOSOyP+QOgCQOjqQOmaQZgCQkDqQkGaQtpCQ27aQ2/+rbk2rbm6rbo6rjk2rjm6rjqurq26rq46rq8iryKuryP+r5OSr5P+2ZgC2Zjq2kDq225C2/9u2///Ijk3Ijm7Iq27Iq47Iq6vIyI7IyOTI5KvI5P/I/8jI/+TI///ZXwLbkDrbkJDb25Db/9vb///kq27kq47kyI7k5Kvk5OTk5P/k/8jk///mqwLnKYrr6+v/tmb/yI7/yKv/25D/5Kv/5Mj//7b//8j//9v//+T///8LZlXaAAAACXBIWXMAAA7DAAAOwwHHb6hkAAAgAElEQVR4nO2djX8cx3nfH9EqA4pleaStCJLdxAEix7EQSE3TupVBJbZDyHlzYiIvROLISQOzDeHUDRviDJgA9k/PztvuvO7O7M7d7N79fh+JuHt2npnZve/NPvN2SxUEzVRUugIQNFRUugIQNFRUugIQNFRUugIQNFRUugIQNFRUugIQNFSU7LEDbY/yA5dTlOyhndBr5+DULJOr0LxOHvCWtEyuQvM6ecBb0jK5Cs3r5AFvScvkKjSvkwe8JS2Tq9C8Th7wlrRMrkLzOnnAW9IyuQrN6+QBb0nL5Co0r5MHvCUtk6vQvE4e8Ja0TK5C8zp5wFvSMrkKzevktxxez/z4vD6/GVsAr6MkeH2rO+b1+c3YAngdAd65WACvI8A7FwvgdYSYdy4WwOsIow1zsQBeR4B3LhbA6wjwzsUCeB0B3jEWF4cpnzzgLWmZXIUAb0ZRsgfgHWMBvBlFyR47r6HhmtfV2zx425dTa9bQ8mbOCPCWtEyuQoA3oyjZA/COsQDejKJkD8A7xgJ4M4qSPQDvGAvgzShK9lgHvNmW8wDeURbAm27Jt5AS8I6yAN50C+DNYgG8jgDvGAvgzShK9kDMO8YCeDOKkj0w2jDGAngzipI9AO8YSwS8E7rtAN6SlslVqB/eKQX8gLekZXIVArwZRckegHeMBfBmFCV77BBxJ/L9fe3YX3vT9f3NlU+d0RC/1yvLZ6dofVKv6+bB276cWrO2ES3vlE4e8Ja0TK5CgDejKNkD8I6xAN6MomQPwDvGAngzipI9AO8YC+DNKEr2ALxjLIA3oyjZA/COsQDejKJkD8A7xgJ4M4qSPQDvGAvgzShK9gC8YyyAN6Mo2QPwjrEA3oyiZA/AO8YCeDOKkj0A7xgL4M0oSvYAvGMsgDejKNkD8I6xAN6MomQPwDvGAngzipI9AO8YC+DNKEr2KAPvwC21gHeUBfDmsAzd2AV4R1kAbw4L4B1gAbyOAO8YC+DNKEr2QMw7xgJ4M4qSPTDaMMYCeDOKkj0A7xgL4M0oSvYAvGMsgDejKNkD8I6xAN6MomQPwDvGAngzipI9AO8YC+DNKAofuj5cvPuKv7raXzw+U2bAO8YyCN5i44Szhff2+Kg632Wvrg/rV5JjwDvOMgTecjM0s4X3+pOz6upD1uBeffNVdf3xM2kHvGMsgDejKHikRbZ9xS/ja2i4hly9cld9tvAu31XI8rDhEVreHBbEvBlFwSNasFB32D76HPDmsGC0IaMoeKSNedU7IcA7xgJ4M4qCR26PD9RoQ93+ildMgHeMZXXwekDbXnjlOC9rfJeLRTNSBnhHWQBvRlGyx4ThXcXnl9kCeDOKkj0A7xgL4M0oSvYAvGMsgDejKNmjELwxnzrgzZw14O23DANzXvDumMpfFuCNEOAdZNn5N12AN4co2QPwDrJsDrw3T0joru9odfnOU+OvZQ47pIuSPQDvIMvmwMvUAVzgEOBNTgN4R1kAb78F8GYoqwC8l/e/S3eeszDiLjN9j+jtl+Iv7fEk8pDyYG9Z+of1+xfC8c5zwBtKA3hHWfrgvXeXhcB3+f+X9xiO7G9NcI1mnYS9ffP+nvJgb6sXb7+s/6s9Hqq3gDeQBvCOsvTCW4N5UTee7B/+prY3f/l/ugdPWcPMzNbbYaJkD8A7yLKR8LJ/L+p2tFKkKhbFe45n6/FCDFI8ZHEDa4DlW8AbSAN4R1kyw8tSMl28/c+CXy2vIaJkD8A7yLK58L71VAsb7j/X4LXDhrfk2zcffP/+80q9BbyBNIB3lCUGXqfD1sKrDkmPmyd1W8uRPSHe0xNvAW8gDeAdZYmBt9KHyu5WOry+oTLe3F7QnnR86yla3lAawDvKkrK2YTiDg0XJHoB3kAXw5hclewDeQRbAm1+U7AF4B1k2Ht4ComQPwDvIAnjzi5I9cl73hO0FgDdoCV1EwOsoK7w/1QV4h1l2fkMT4O3SaMQAL+DNI0r2ALyDLIA3vyjZA/AOsgDe/KJkD8A7yAJ484uSPQDvIMtmwluWbkr2ALyDLIA3vyjZA/AOsgDe/KJkD8A7yJL55570U10/vDuuAilXKkr2ALyDLJsF76/YArxjc540vHnDBsBbFYFXSwN4Nw/ey3vEf3RkDaJkD8A7yLI98N4XP8cQcM0pSvYAvIMs2wVvdfngZU0wid8VYTvVxJubz75H9PCi/r9689Xv8g1tMtUFqcTsF6D+49e0XfNBUX8Su+Le03QPxqSJgnfMsknAO67SzkFp7xhtEPC++eBpdfKwesG2D++x33ao39T/im3Gd1miN++//ZL9sIM48Oarz1li6cO30feLYhKZFfeepnswJk0cvCNaZ8A7rtLOQWnvbXlvPnvK+K2ZlDDXcNaG2swOsZcssmCpxAGWuBLMNz69ophEZsXbl4A33rJl8HI6647bW09ZACGsNao6vAzXkz15gPXzRHDBfQCvPxHgTai0c1Dae+GVkUDz3tPyfvBUa3krj0+vKCaRWfH2JeCNt2wXvHy0QYW5e8wm3+hhw13+O2fiAHvVvgO8gUTThzd1YGViHbZmnFcMM1ijDVrL++v6aMMJaUMTq4P3dYc6D7ppLHgD6SPSxJdeSha8nUljstNfG/COq6ZVSi8Myfg0krHCGFGyx/BGw/2uouWdZ8sbnyCsucHroAp4txfeDKJkj+2ENwYowLtmUbJHVnhjZs82HF4353XC61mJmwJvWVGyB+AdlE/wVIvC61tHDnh9aUqEDaOhW3k+gHewKNkD8ObNB/AOFiV7rB/eMavKAG93RiNj3q3usAHeFcLbDWaMBfC2BxE2rBPenpAgxgJ424OAtzS8iacRYrNrbcMaRckegDdvPrOE96e2AK8/Z8CbL+YFvI0Ab4Z81jrasAZ4xZLIh+6yxsh1jgkiI3teLnVv3AS8efPZOHj5YvQP3K08q4VXPSa2W4A3bz6Tg3fH+9JM0gfvzRO+OY21hnvV5YM/qP/wRecXfU1jkkh7HfdLEXOHdxiGgNdI0jHawOFlzx6+/5wt2WXPgb+n9vaoDe6ZRNprttuoX4A33mtj4e1qeeU2IBklyI3sjGFBc0aR/uYipkmfJLzBMcdVwBJKUwze0MmXCxvUX74zrYVXbnDPJdJe803z8+ywhdIA3lFZj4SXxaGK2vvql0TYHuFMomQPwBtKg7CBSYOXU8ujX/lObXDPJEr2ALyhNICXSQ8bXhB96Wt7Et6bJ3een6xmtIEPNfCgtyfyBbyhNFsE78TWNoyEN3gq3fDGLHcEvJODNz7BSkXqxQB4ddx2Aj/+0w2vk6XHK2o9L+AFvEnwGixFwRvCcDw9gBfwAt5hxcdbOkuPiqLcfArCW1akXqwD3mFhQ0yaDYF32A+TAN7pxrwxaeYIr9vOAt40kXqhptcGzrAB3nR4HVQBb5oo2WO28AbHJQFvsIrOwd781ilK9pgvvPGtM+ANJe/Nb52i9uUL+UCLh90egDeUBvCuWdS8uqjZZXsp3rzfTS/gDaVZHbzdcTqmh2+ePKzEw9tedC/72SB4g5cf8IaSS/vv2CoLrxgqYyuFh61tmCW8Ia/Ng3fY93RW8PJGF/BuIryDWuch8MpnD5tbhU/2Ktc4WqResA1sYvvwyfaEDauGtxO67YM3t6h5Vbe6POS9oO6CAG8oDeBlauHVnuB+8nWxJ/OvH7zkj71sj8jHsA0StS9P2CjZzZO+DXKAN5Rmi+DtGG1o4dWe4H7Cd75f3v8b9pThB/IR8OLIw+Gb4SnZA/CG0mwRvF0tr/rZJf0J7ixs4A/JflGz+lA+b5i3ziJRoJweUbIH4A2lAbxMTcurP8H9L9UT3i8f/PNnT+WT3mVoQYN3w1OyB+ANpZk0vGsbKmvh1Z7gfrInfwHq5rPvP3ipt7xDW10mSvYAvKE0gJfJiHnVE9xP7qqt8C/Y8gP9yMPhm+FJvbh5Yi+JvD5cvPuKv7o9Xjx65jkhwJtc6cmFDd1VdA5Ke+xog3qC+8nX1cvLd5onvYvfk3x/+G/oUPPqgswxstvjo+p8l788PaqWkuNkeEP0ZIY3Yrkj4M0H78TWNjCd6Pxef3JWXX14Jl+1AryhNNsDb3yClYrMtyx4kPxeffNVdf3xM/7qj2TYwNF47ZMFL7OYYhYTXs3Zm6VVQPfRQM66m5sm6JVafLyXXh8TVa8lJp/XJpiBmoTSdFexD59JwVsxfkXMywIFCe/+EUdZKLbl9VhW2PKG2lC0vD1pNqvlVeGz3vKqV0yAN5SmGLwRIwkrgresSHutkVsZMe9/BbxThjdk2SJ4L6whi9vjA220AWFDfxUTvQDvWJF6ERrnZY1v/epxM+AAeENpAO+aRcke2wBvDBqrgDcUvU4W3kl12Lj+d5adFIAX8K5Y1L48IWILK9+8n2cbEOCdVNgQMYvjWmYD74s7z9kOYnuW2NEIeOMblhnAO7rSa4U3xs39fEJsTm16mG99v3j7r6hvic9weN0MghbAWwLe/6+rE95/s1UWXr57+PJe3+/lJMA7JoADvIC3X6ReSHh72V0FvKPDR8A7JXjryJMitqW1j2arBu6KJ/VCwPtO/9LKFYQNgLcAvG7bkgle9rsfPAjtkcEr4AW8CRXasUnNBK94gvXlg5dqyTl/5nulb4SXD4MXLS9/EPywDfCkXmwBvG5TA3gHwtsx2tC2oWrru9jo026EVw+DF8/SFg+CH9vyZv5l9FHwprKyRfDGdyXKtLyszeXStr7LB76rjfCVehh8+yD4cfBGa77wumFDaKQyiPzo08gAb2CubDLwqoe7a1vfrY3wzcPg2wfBA96VwBvYZ9gDZijrCcG7og6biHnrBlXb+m5uhG8fBt8+CB7wrqLDNhDeEIabD6/8ndz6n3aDu7kRvn0YfPsg+M2Gt7tTtyHwxoQoUw8bxA8+3Wl2tStctY3wzcPgOdQ8sdp8liRK9gC8EVUcBm8w58nB2zHasEZRssc04Y2JXgFvLni7Cl2jKNljkvCGvABvMCMPvE4TAHgBL+BdjSjZYybwejrTgDd72FBWlOwRDW9M19nNJ+SVDG8EqoAX8HJrfDvb/an/NAAU4FWvAa8SJXsA3pjTALxrECV7AN6Y09gSeDe1w+YmD1oAL+AdIkr2KAOvZw4H8ALeVO0QcScy/u78CvvLwGV/d9rjO+RNH/q781P2l8Fk5FOzm5aPKNfOR71nqJrvxV/lb9d/R5bPvkFR5Tfp7Xq/NtIxauXfzvPbsd4zbvnf2Pqov6/N9wxS/nfHei//htjc+OlhN3nQ0t/y+q7PmlrelY34lWh59eJHtLxGHeyKrE+U7LFJ8Ibajo0NGwBvo7nHvDFV3Fx43SnILPCKJ2A6m4fFGnWeINuz3ynZY4NGG2KquEJ4YwISD2KZ4PWcah54+QOqPrB38gLekJcn51wRbml4HUJC8LqXoyC87HGX2jPd6z9f+toeb5T3uEnbB3/Rt+M3LEr2GPFJhCwTgtdBtXDYsHJ4Q1HwuK3vbJeP9kx3tgWoxrbZ8l61j32XW98HiZI9VgxvKB/AOyV4e2PevUp7pjsDVIYNYsu79dj3oaJkjxWHDYB37vDKkFZ7prt6drax5V0+9l1ufR8kSvYYDW/3BUTYsEnwiv3usuVtt7xrLS/T0CdnU7IH4I04sZgbyBbAq57pLmLedsu7tg9ebn0PFNQtSvbwX2XA21ch91S3AF75TPebJ3y0QWx5Z7vctce+nxQabQC8CRVyT3Vy8LrjhG6evpTmzWV9omSPrYc3oU85L3jd4nuRLMJsI0r2mAu8DmHZ4I1vi0d36gBvlyjZA/AC3vgEKxUle+y8fv3aunMyiwnv60bayxhZ8Hal3HGO6oYdJx/X4rpZYEZagqfaefIWvIFEBqp+S2bpZ5QfuJyiZA/e+Djt7NpbXl8vYU0xL1reiYiSPQBvYXiju4uA15G/ww14Ae/aRckeifCmjjXGwutbnr4d8E4pbJhdh61KChtWBm/6OG9oUB3whioNeG2VgteTyLEMgzc4bZEBXnfED/AqUbLHZsPrxkMx8MbMlbmnOl94d1wFUq5UlOwBeNcK7yTDBnMJT7P9eN2iZI/NhndY2AB4AW8FeO0Tmx+8cuu7sTKyX4M2F1NswkaAF/B2wnv/ufYnVoAX8AYLS7Bkg/dkr7p88H/uP9ee+/6l//z0zVe/yx/IFrkzXibxbpCnQPXCAryAt2u0oYX34mF1wcIH7bnvF+yRxG+/vLjzPHJnvEzi3yBPgeqFtXnw6sUD3iwx713+uOFfe/mXT9XjscWuy5vPnrJtmHLncOTOeJbEu0GeAtULKwBvaNQP8AbL2lB4m5b35rM//LWXLbyXD15yeBmHJ3uRO+NlEv8GeQpUL6xOVDs/rRjL9OCNGfkFvN4O24uvP6zclreGV5HZvzNeJmFy9xhToHphdZ7b5sHreq13enjO8F6+81SDt4l57zaPee/fGS9f+jfIU6B6YQFewBsJ783vP9fhrUOA/8Ba3l9vHv8esTNeJvFukKdA9cICvPFhQ/epzhjeuLUNl//JsdwP9L0GiZI9NhveiDZ0PvAO+zQi4I1L8MLsYtXtK2tEAa/fMh7eYJpNhdfTZmaDd+WiZA/Au0Hw+u74gLcR4A2VFTU0PnF4y4qSPQBvJnij6gN4O0TJHoB3+vAGBwJyx7xlRckec4E39PkNg7d7Fm5y8AbSZB9tKCtK9pgJvKOqCHhDdZuUKNkD8ALeiYiSPQDvDOCNjnkBb5cF8I4pC/B2iZI9AK+DRtSI7aCyEDZ0iZI9AG/E+odgzoA3oyjZYzLwxpS+nrAhIWfAm1GU7JEIFOAdU1YJePVTdQ5OSpTsMXd4RwMFeKciSvYAvIB3IqJkD8ALeCciSvYAvIB3IqJkD8ALeCciSvaYMLxuGsALeHUBXsA7EVGyRydQoy2ANwu8Y9Y2AN6hlu2Dt9tSYOs74B1qiYI3fh0M4B1V/HzhvT5cvPuKv1ouFo/PlHkK8Ea3zoB3VPGzhff2+Kg632Wvrj48k6+YAC/gnYgoeOT6kzOOrVD7CvAC3omIgkeuvvmquv74mXwnWl4eY75epSx4IxJ112dYbTu9LHjHltVTEwNVvyXsPLr0NRA4QhQ8sny3hfdq/5GiGC0vWt6piIJHzJa3fbUN8HZXsTC8qx5q2QR4zZi3Oj2SL6YA7xo/P08V824DSoU3vqwthvf2+EBGunoAAXjDOU8O3vGfhpvnlEThQ2Kcl4+TLRbbFfMC3lApkxIlewDeUM6Ad82iZA/AG8oZ8K5ZlOwBeEM5A941i5I9AG8oZ8C7ZlGyB+AN5Qx41yxK9gC8oZwB75pFyR6AN5Qz4F2zKNljCvDGT1KsoIqqEhGWDPCOmM0DvI4mAK9TkWCa2cM7pizA6wjwhooHvGsWJXsA3lDxgHfNomQPwBsqHvCuWZTsAXhDxa8T3hgvwOsI8MYXD3hXKkr2ALzxxQPelYqSPQBvfPGAd6WiZI8tgHfHfZo04J2gKNlj8+G1f51uePGAd6WiZA/AG1884F2pKNkD8MYXD3hXKkr22Hx4EfOGy52UKNljC+BdIVCAN6Mo2QPwxhcPeFcqSvZYMbzxa3UBb48F8DpaLbxuIaPSTA4owJtRlOwBeOOLB7wrFSV7AN744gHvSkXJHmuBN9cnOjmgAG9GUbIH4I0vHvCuVJTsAXjjiwe8KxUle0wG3vV8fkEL4C0uSvYAvEKAt7go2QPwCgHe4qJkD8ArBHiLi5I9AK8Q4C0uSvYAvOu3AF6vKNkD8M7FAngdAd65WACvI8A7FwvgdQR452IBvI4A71wsgNcR4J2LBfA62nkNbYs2D9725dSaGrS8mTMCvCUtk6vQvE4e8Ja0TK5C8zp5wFvSMrkKzevkAW9Jy+QqNK+TB7wlLZOr0LxOHvCWtEyuQvM6ecBb0jK5Cs3r5DcPXmh7lB+4nKIxzu65Tc0yuQrN8uSnKhrjPLVPC/CuKKOJikpXAIKGikpXAIKGikpXAIKGikpXAIKGikpXAIKGikpXAIKGikpXAIKGinJneHu8OChnyVWftRY2rKwYZTv5aYpGeV8fLhZHluXISbNOS576rLWwoWXFWDKd/ERFY5xvj4+qpXnBzg/Y9/bdV/GWXzwb4uXNx6pPTM7+NDHFm4WxfPq83DQeL2+F3Avdaxl4WQPXY5qigX78si93q+tPvjAu4flisdhl19Fvuf2JYzl+9Mzxuv1hj5cn5zofsz5uzpGl9xdW2SfP8+kpzE3j8/JWyDqxn/gufd/JR13W0PWYpmiYm7jsVx/+0/FR/SXd1Y6c19/Y28+fBSxX+x/Vr8w0y0e25fb48Vmfl1vW8tGfW/Wxc44rPeI0GAfWyS85h92FWWmWR66X93JYZbGc7VN16jP0sgauxyRFQx35ZWdf99sfnEkTC7rqS/fz6nS3w/LR/6sMS329WVa65fPfOqu6vVR8Z+dj1MfNOaZ0q9I1Yd7CHp+ZJy8vSGdhZprb45oRx8tzOZyyeM7WqdppBl1W7/WYrmiwp2o0zlXHlN1org8PrvYXYUt1/unhAfvOG2nqrPQ0v/wxY6XT61TEd04+/82qj5VzTOlmpesP88hTGOdAP3l5QToLc9LI0rsr5CmL52xceifNsMvqc5uwaKAfa40WrIvEb1M8Ar765qu6n6ouHzOZFtleXh+q90vWnC1Zx0C0P63Mrghz+/K+djXFZ9Uk0vJZ8EYzkLOZT6h0s9K3P1kuHp/ZNRIcaPdofmZ2WdqpetNUtz9bHLWlByrklCXyOtAtRpqUy/rpoQmp122yomFu7BtaX6tn6p2IgP/X4ZG63XCTYalUe3l9+B7vDPDbZp2G3ctOm+slbtr6ZRZlfXn/vaYLUafhH9BCdnvsfPw5m/n401TWabC48FgvTFVx4evpa2nMU/WnkbkGT8Nflghi9JzNNCmXdVnT+57eofNcjwmLhrnVzZO4pfJ3dfPETveUvT1Vl4KZDEvTXl4f7v5cWNh1O2W9gx/8Ewu+6pfypq1fZlnWp8qLBXhfOOxo+SyPnJx9+fjSMJmnUceFPzNHA0UVvxHu6ftO1TM+IFpiCyerQm5ZakTsWrscVppgPsZllfVpLysPnD3XY7qiYW7iG6rurax5esRjiMXC6HiYlp95mjDegH/rcFdlakcaTlmSDKMB4zk3+bCmx7QE8nHT8PbJqDSPC83WUlZRJ8ru6bun6knjtMSeCrlluWNkTho7nzqCMy7rNbcb9WGhBr+u1jWbtmigH7+tGs0Ta3uvP2k7uyKaay2VHXM1Lej1x8/k+/eOf9uKNNyyZIDn3n5lPvpkhcrZl0/9MX3DSqPaJ6PSzKIK4yOjVjAkYpimp7/c9ZyqlUakcAfJjUr7yqos5gJpzJNnEZyehnUM+AxEWx8eaojral2zSYvSksuBo93K0zwZgZK3t2QGfGYLyr77rEmwb9p1d8ksq7LJ4DPxjYl9VKIjpCdy8+FzoG0a3ho5zT6r9Luv2vhSjIyawdAxPyvV02f378dnVh2tNEI6hc14nB4tuWXJs2+/A740vM7/Yn61Hz1r07RNSlOf+uR5qGE1LpMXJaWWA0e3x+yT/k0d1mvr5urrLVndFaMF5d/9008P25s2v5MpaNqy+HdHz0bOxLcm9uksTRA8+Yg5UNXPEa2R3YaJLh6jV8WFfGTU/BJ8mzHUxgP1t/Z8wQaa9PDISqNIVRRq43FGUGWXJU5e/w64aWSd/8X47iwe/ai5rLxvvc+q2MQM9aGveG5nkxclphcDR8bSDdEUO93fJvL3zyQ73WgOGGsARbPAaRZ9LDnX83OVyvyiuDPxit5WRj7STZ8DVa2R2T6pLp6WkxgZbeMK3qJzMvXTYDS1FXLTyLEIjULfeJxR1i+eNSf/0bF5y2vrw6IIo87Lo6qJ4ORl/eP9A36V2+rIk1/Oj15KdRCnp93+mkDR6v4umv6TbybZ043mnZxr1Vv4Rd3bO+Lt9+3xQVuw26GzZ+LlCLR7H5D5NH7tHGjTGn2k2icx0WR18fi31By7PT3SR6ZEvrvsxnR9+PgslEaNRXxHo3Bp9fCssuRFNE/eqY+YN27rLMq1Irir/W9xl1P1vVEn/41ZgctESalZx0OMimk9bQcnafmWivw9M8m+LrvsZhzK6/7oRzXNbORGawrt3om6jRoT+PoItEq0aPJRltqg5kD11ki1qdef/Ckb6jO6eH/LuoK76hbDB+Qen0lCjOL0+NxKc7Uvh0JsUq3ljGZZ8vytsMapD48ijDqzq2FHcFd8nkZFUNrJ//e50UspiUXHY2l2n3wdYstiziQHuux2H6t24o2TFqoxGb0T8fEZM/HmCHTV3sedsPD/tnOgdmtUsbbr3Bzq4xSygEncYpoBOYfec2OoxExzWp/RrnN3/lsxzKhHqUZZzUXUT95THx5FuMOT9tjtFcf1oH3rnPxMRCmJZcfDuvRuh9ixLB81M8n+LrLbXRHrbBayKeTs8n6i9tmoj+9/6jPx9mhuMzfxyZllMYJiozXi5/rJ2Tlr7BqTbC+1cWI1IHf79/+oXw8jl0PZSRVpliqWWHpI1Ro+pyx2a1laXyZffTiURle6LskZu1W4Bk9+JqL4pJ6OhzOo746jyXnJR8Z93OoiW2sVuEn0MpTti8NdwW6l9Zbcj5jJGhU2aK5vGm4oK1K1rdFyobI9N6dJrYDJHZDTa6DOQh9iEV+Y08XiwBxV8JyGHZz98sePntnj5r766B3ndkrYHru92g+d/KxE8Undzok7qC/v465F/5DtLrtvQsoeJ2afiTvxY358IvZwRoVbmlnDxyJkm2+mpjWqg8BvMZxY9c6bgECOnrrjzR56r77deFm3qtMDPq5gDNawqRqTQm9Z+lfZm6aZdGkiDc+lD8hqiuciik3o65wYfTXVgdHG0diIgTOyxuYUnK+5c4GdFSLX9qSl+/HJ2KO9AWj7O4sAAApoSURBVFo085s2+1Y4fPMS99sI+IC1hnpT6I6eupMujtxbFevU88ZXjwf4VI1BoV2WXLuu3Qd89TnyRyNRnTCrKZ6JKDahr3Oi97raDoy6Af7iR2LEoDJuieJq6qPCniFfFhPbK0Qsep2PzxN7mDSLgFNw0x3gidvo4nF7h1Zhcpv9qWeNmCXPOJo8FX1G+n/Y46tuWSxmqIyvspvGmHTRxjTO50hlpCg+qd7xkLPEba9LrShob4B8U5kI1PRbtJxT+Fd9MdOR1dlmH5a7QqShdykHfM2Pz4k9bJr/bn+XB5yLRe/mQt4QXf+w/eY0YbJs/jzfFFvecTR5ZFd7fWDODqhliW1Z7GvEAgtjwMBKYw53qzEN69JvnCgumTkp28wSv9cO6jcrCtoboEDXGllzd/d5Ov9i1sdeISLp1ZszDadjuxl0aL7a3+XjxtX5b/9Fz/k6t1EtcN715e3KP47Gvz1Gz/9DObelTuPxmb2ASJRkfpXdsF3bG9eOabjR0SaJolI5k7LNLHEzeelZUdDQyy1yuZU+s3XOb3Na51+szLMDPEt87s2zRsy9idvv2d006nwbepsVM02YrFbeRHSDfONohm5/qA24CYtclqhBJ6e2/7z5OrnrNuUmu2ZvnG9MYxNFfQk8O3yYjFliPnlp0KsWBrb0Nsut2t19qi/fYLh89JEvwDMl597c5SjmCLRncRVve/vO1yqrWTHThMlq5U1vZ60zIubfo3MWwCz1L5RclqiH5PbUthri0UagBf/NxjNtTGOz6aWe454dPpW4R7cBldzC3dD76Fm7MJCjy9M2y63URW7n+iWGqrVdWgGeLfV90D5iToA+Au1ZXMXLTKPXt4OtWXlj5204+vb8aJJRKXvxlf9iBkyOSztFHmpIrEVP+pjGbPajDRF1H5bxgDUfJu/RsuFrtnBrF8qzMNBZbiVb56YVEbNof/LKDfBMqbk33SabJxGI+heEyYRJY0K+HWzuyhtT4pvqWWmup9F8l80VcfeZ8fb7Vu9YeBoS5xcblPN8VpUPFHUebeKBjns0n7U8stYhugsD3Q9d3S/PmxCD+X2FhYhdiFlzb1KnfGbkC97BD82iDZC7g81ZeeNUTxTv5Uk7BRmVVlWzqMjdZ9bsV1PTOd6GxPkFCXVgk/tqXNRzvGlRtXlJ4x7NVzobW7i5PM2T/aGr8XMZ+uozwJ01cnZns/aJr+A54Bz4FoQN1O2hs4Otslfe2BLFe3lqZM60sdHDn8TEA5WnIfH9goQ7prGZor4EVjzApN+j5YflTJT6mif7Qz+X+9SPlIuYAe6ZZXfm3mT7xAIO1d5aC8KGirVq9haRqncJCy/e5cnIQZ9p4+t/+ErcvnhALlXWGxLvrzpsi6j7sG9lt36PZuIfVkzz5Hzo54sDfeJMvOxk19yj0SwUFu3Tz/5MVMJZEDZQolUzJgOFun8KSRQfw5MWlfKVuD3xgH+p8uxW4eYTdR51Lpc26HmgYjXxYcU0T86HLvZSabnvdrOrQmm1R2Ohb9L48u+ypQ5yBO88Qy9bbadtJwNVtb/9yusQXI/mlx4kuStx3XjAu1R5ucX0UudR53KpQU9xj/6i68PyNE+hD73R9eGvdsYMam3ux+pr86fGJg3/grAhYtMnyYP8ScU7Uam1594TDzidUHnP2Vp6KXSAz35Zl0uf0a/v0d/p/LB6SfUpKt7VfnGOh5da++RZEDZE56JLGrWc0KjfsOLdLaxMnhHfphNa37J23Y2B2yYK2CWM1hxsO6N/9bvi883CSrysMQQZ3Wqfn7sgbIDk9AkbUEmnN714dwurd8RX++EJPg/E59O7xjQ2XuQ3q9kvs89++/mfOTNWGViJkrVHIxheOgvCBqgZgU4PPRKL57MVzhiZf8SXZ/+bzcIPXsnOMY2NF/nN7eyX3vH65Y8f+egdy0qU1B4NUZ+O8DLDumoFr7MQN0Jpxf/8tKbX2bDq3ZDdzmaIQRZ+2lscM1RheM3Zr9bup3flcrcFhCOW8TVS5SyHdPoSi2f02htWHZpv/1hfncMXJs9wv2R2kd9szX4xhZYqroVez7aAVUYsavpkDWd2ta/HsnIFpkVz/dX9Pf2HJ+qupL4IaWtFAbs++1V3bet3fUsVVyx3W8AqI5ZTc/pkJeKhWX0SrO1VP3ElV2B+x+pq/Jb1Y4P1JwJ2O4fK1MfHug2ni4P+pYork3877UrbfDWBu0J9wX+m5kBEDlLNCkx9i7sY8jV+dzV1YfJmioJH1OyXCBT4Ve5eqrgyBdbmznXPa6PrQ/mEDLE5STxfzV6B6fwqphDorSIX5vC/Yhd3CVrcrbIbIisw4T8lZG/Ec34Vs0k86y9uFlFfgr/bV7+tVIwcd6vspuja3h/Nnq9mcKpGzTbui5tD1JtC3aAK/Q4bG1D4vRxrcyepll6+muLdwwNrWtjzm/2QEvUnEfQWGlfkDX6OtbkTlVrMIVdTuOuSPL/rD0lRRBpGb6nfYVMbvzd8SL5ZTfFp+2u7gZ9egxpRTCJfi7AW3f7gHzy/ab6BaldT/Kv8td12z735bCKoFUWlKtW1rak91aeWNlb2agr/U2MhU1S6At1iK1a34bZpr6bw7rmHLFHpCoSlfgxpK26b9moK3557yBKVrkBY7o8hbbKs1RTuU2MhR1S6Ap1yfgxpg9WsppD757zzapAuKl0Bj5bGD/ptS9Or1Oyf8+y5hwxR6Qq44k8Ga999vtkjvLa0/XPunnvIEJWugE/GyNyW7dEasX9u60SlK+CVoJf3X3L8esicNGb/3LaJSlfAr7k+GWy8Ru2f2zJR6QoENNMng2XQGvfPzV1UugIhbe9i63Xsn9sMUekKQI7WsH9uM0SlKwBBQ0WlKwBBQ0WlKwBBQ0WlKwBBQ0WlKwBBQ0WlKwBBQ0WlKwBBQ0WlKwBBQ0WlKwBBQ0WlKwBBQ0WlK7BuvSCit56Gj1++Ez6oHetKBq1JVLoCa9aLO8+r6oL2xuYDeCcgKl2B9ermCcf25O2XIzMCvBMQla7AenXz5KF8dfnO94gYwzdPiFhzzP7eFVQq0+W9OsYQjfTl/e/Snb+Wx+5K9/rY5Tvfv8fT2D6aL7QiUekKrFkXRALfy3t3nt88uVux/6sXb79kf9+8z2h8qky8db28tyeSC7CbZPdq8OsYRP21fXRfaEWi0hVYu1iP7a4Eq0bsgjWXNY4qDtBN9583Xip5k0y9t7ORProvtCJR6QqU0Jv3ZRNZ08ZYrvWQ01dxEJWpOuGYK3MLqfZe/XV8NF9oRaLSFSgiRR2DV/bddHjb7tyb90nYe+F1fRpfaEWi0hVYr+Rdv7nf339+8dZT/QgHVB8HZgFuZcFqvw/4NH+h1YhKV2DNOmGQsd5V22Gr28waPdV5450yYeKtbIt702GTyQx4bR/dF1qRqHQF1q0XIjQVY10sKmVjXIJoY6iMmS7a2TgFqZ5Mh9fxueiZyYPGi0pXoJTQKs5fVLoCpQR45y8qXYFSArzzF5WuAAQNFZWuAAQNFZWuAAQNFZWuAAQNFZWuAAQNFZWuAAQNFZWuAAQN1b8D0XrfSRZlHhgAAAAASUVORK5CYII=" /></p>
 <!-- rnb-plot-end -->
 <!-- rnb-chunk-end -->
 <!-- rnb-text-begin -->
@@ -279,17 +279,14 @@ <h1>Collect variable importance</h1>
 <h2>Number of variables</h2>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
-<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxucGxzX3JmX3NyX2xvbmcgPSBtZWx0KHBsc19yZl9zcltwbHNfcmZfc3IkUmVzYW1wbGUgPT0gXCJNZWFuXCIsIGMoMSwgMiwgNiwgMTMpXSwgaWQudmFycyA9IGMoXCJwdHlwZVwiLCBcInJlc3BcIikpXG5nZ3Bsb3QoZGF0YSA9IHBsc19yZl9zcl9sb25nLCBhZXMoeCA9IHZhcmlhYmxlLCB5ID0gdmFsdWUsIGZpbGwgPSBwdHlwZSkpICtcbiAgZ2VvbV9ib3hwbG90KCkgKyBcbiAgbGFicyhsaXN0KHggPSBcIk1vZGVsc1wiLCB5ID0gXCJOdW1iZXIgb2YgdmFyaWFibGVzXCIgLFxuICAgICAgICAgICAgZmlsbCA9IFwiUHJlZGljdG9yIFNldFwiKSkgK1xuICB0aGVtZV9idygpXG5gYGAifQ== -->
+<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxucGxzX3JmX3NyX2xvbmcgPSBtZWx0KHBsc19yZl9zcltwbHNfcmZfc3IkUmVzYW1wbGUgPT0gXCJNZWFuXCIsIGMoMSwgMiwgNiwgMTMpXSwgaWQudmFycyA9IGMoXCJwdHlwZVwiLCBcInJlc3BcIikpXG5cbmBgYCJ9 -->
 <pre class="r"><code>pls_rf_sr_long = melt(pls_rf_sr[pls_rf_sr$Resample == &quot;Mean&quot;, c(1, 2, 6, 13)], id.vars = c(&quot;ptype&quot;, &quot;resp&quot;))
-ggplot(data = pls_rf_sr_long, aes(x = variable, y = value, fill = ptype)) +
-  geom_boxplot() + 
-  labs(list(x = &quot;Models&quot;, y = &quot;Number of variables&quot; ,
-            fill = &quot;Predictor Set&quot;)) +
-  theme_bw()</code></pre>
+</code></pre>
 <!-- rnb-source-end -->
-<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbWzEsIlJlbW92ZWQgMTUgcm93cyBjb250YWluaW5nIG5vbi1maW5pdGUgdmFsdWVzIChzdGF0X2JveHBsb3QpLiJdXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
-<p><img src="data:image/png;base64,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" /></p>
-<!-- rnb-plot-end -->
+<!-- rnb-output-begin eyJkYXRhIjoiRXJyb3IgaW4gbWVsdChwbHNfcmZfc3JbcGxzX3JmX3NyJFJlc2FtcGxlID09IFwiTWVhblwiLCBjKDEsIDIsIDYsIDEzKV0sICA6IFxuICBvYmplY3QgJ3Bsc19yZl9zcicgbm90IGZvdW5kXG4ifQ== -->
+<pre><code>Error in melt(pls_rf_sr[pls_rf_sr$Resample == &quot;Mean&quot;, c(1, 2, 6, 13)],  : 
+  object 'pls_rf_sr' not found</code></pre>
+<!-- rnb-output-end -->
 <!-- rnb-chunk-end -->
 <!-- rnb-text-begin -->
 </div>
@@ -299,7 +296,7 @@ <h1>Variable importance for PLS</h1>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
 <!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
-<p><img src="data:image/png;base64,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" /></p>
+<p><img src="data:image/png;base64,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" /></p>
 <!-- rnb-plot-end -->
 <!-- rnb-chunk-end -->
 <!-- rnb-text-begin -->
@@ -309,7 +306,7 @@ <h1>Variable importance for RF</h1>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
 <!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
-<p><img src="data:image/png;base64,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" /></p>
+<p><img src="data:image/png;base64,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" /></p>
 <!-- rnb-plot-end -->
 <!-- rnb-chunk-end -->
 <!-- rnb-text-begin -->
@@ -319,7 +316,7 @@ <h1>Trophic levels</h1>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
 <!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
-<p><img src="data:image/png;base64,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" /></p>
+<p><img src="data:image/png;base64,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" /></p>
 <!-- rnb-plot-end -->
 <!-- rnb-chunk-end -->
 <!-- rnb-text-begin -->
@@ -328,7 +325,7 @@ <h1>Trophic levels</h1>
 <!-- rnb-text-end -->
 </div>
 
-<div id="rmd-source-code">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</div>
+<div id="rmd-source-code">---
title: "500 Analyse Biodiv-RS"
output: html_notebook
---

```{r, include = FALSE}
source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")

dir.create(path_analysis_sr, showWarnings = FALSE)

all_models = readRDS(file.path(path_compile_analysis_sr, "models_sr.rds"))


# Collect model performance
gam_sr = modelPerformance(all_models[["gam"]])
pls_sr = modelPerformance(all_models[["pls"]])
rf_sr = modelPerformance(all_models[["rf"]])

summary(gam_sr)
summary(pls_sr)
summary(rf_sr)

# Get trophic levels
tl = read.table(file.path(path_meta, "trophic_levels.csv"), header = TRUE, sep = ";")
gam_sr = merge(gam_sr, tl, by.x = "resp", by.y = "Species")
pls_sr = merge(pls_sr, tl, by.x = "resp", by.y = "Species")
rf_sr = merge(rf_sr, tl, by.x = "resp", by.y = "Species")

# Arrange levels and species names
pls_sr$Level = factor(pls_sr$Level, levels(pls_sr$Level)[c(1, 5, 4, 3, 6, 2)] )
pls_sr$resp = as.character(pls_sr$resp)
pls_sr$resp = substr(pls_sr$resp, 3, nchar(pls_sr$resp))
pls_sr$resp = gsub("(^[[:alpha:]])", "\\U\\1", pls_sr$resp, perl=TRUE)
pls_sr$resp = factor(pls_sr$resp, unique(pls_sr$resp[order(pls_sr$Level, pls_sr$resp)]))


rf_sr$Level = factor(rf_sr$Level, levels(rf_sr$Level)[c(1, 5, 4, 3, 6, 2)] )
rf_sr$resp = as.character(rf_sr$resp)
rf_sr$resp = substr(rf_sr$resp, 3, nchar(rf_sr$resp))
rf_sr$resp = gsub("(^[[:alpha:]])", "\\U\\1", rf_sr$resp, perl=TRUE)
rf_sr$resp = factor(rf_sr$resp, unique(rf_sr$resp[order(rf_sr$Level, rf_sr$resp)]))
```

# Compare PLS and RF
```{r, echo=FALSE}
models_sr = rbind(pls_sr[, -4], rf_sr[, -4])
models_sr$mptype = paste0(models_sr$mtype, "_", models_sr$ptype)
models_sr$mptype = factor(models_sr$mptype, levels = c("pls_elsp", "rf_elsp",
                                                       "pls_elui", "rf_elui",
                                                       "pls_kmra", "rf_kmra",
                                                       "pls_spec", "rf_spec"))

ggplot(data = models_sr[models_sr$mtype == "pls" & 
                          (models_sr$ptype == "elui" | models_sr$ptype == "spec"),], 
       aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
  geom_boxplot() +
  geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
  scale_fill_brewer(palette="Dark2") + 
  theme_bw() + 
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
  labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))



ggplot(data = models_sr[models_sr$mtype == "rf" & 
                          (models_sr$ptype == "elui" | models_sr$ptype == "spec"),], 
       aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
  geom_boxplot() +
  geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
  scale_fill_brewer(palette="Dark2") + 
  theme_bw() + 
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
  labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))


ggplot(data = models_sr[models_sr$mtype == "rf" & models_sr$ptype == "spec",], 
       aes(x = resp, y = RMSE_normSD, fill = Level)) + 
  geom_boxplot() +
  geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
  scale_fill_brewer(palette="Dark2") + 
  theme_bw() + 
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
  labs(list(x = "Species richness", y = "RMSEn", fill = "Trophic level"))
```

```{r, echo=FALSE}
pls_rf_sr = merge(pls_sr, rf_sr, by = c("ptype", "resp", "Resample"), all.y = TRUE)
colnames(pls_rf_sr)[grep("\\.x", colnames(pls_rf_sr))] = 
  gsub("\\.x", "_pls", colnames(pls_rf_sr)[grep("\\.x", colnames(pls_rf_sr))])
colnames(pls_rf_sr)[grep("\\.y", colnames(pls_rf_sr))] = 
  gsub("\\.y", "_rf", colnames(pls_rf_sr)[grep("\\.y", colnames(pls_rf_sr))])
# nrow(pls_rf_sr)

ptypes = c("elui", "kmra", "spec", "elsp")
perf_check = lapply(ptypes, function(pt){
  subdf = pls_rf_sr[!is.na(pls_rf_sr$RMSE_pls) & 
                      pls_rf_sr$ptype == pt &
                      pls_rf_sr$Resample == "Mean", ]
  rownames(subdf[subdf$RMSE_pls < subdf$RMSE_rf, ])
})
names(perf_check) = ptypes
```

# Check performance of PLS and RF
```{r, echo = FALSE}
for(i in seq(length(perf_check))){
  rmse_perf = sort(round(1-pls_rf_sr[as.numeric(perf_check[[i]]), "RMSE_pls"] / 
                           pls_rf_sr[as.numeric(perf_check[[i]]), "RMSE_rf"],2))
  var_rf_prct = sort(round(pls_rf_sr[as.numeric(perf_check[[i]]), "nvars_rf"] / 
                             pls_rf_sr[as.numeric(perf_check[[i]]), "nvars_pls"],2))
  level_pls = sort(table(pls_rf_sr[as.numeric(perf_check[[i]]), "Level_pls"]))
  print(names(perf_check[i]))
  print(pls_rf_sr[as.numeric(perf_check[[i]]),])
  cat("RMSE (1 - PLS/RF):", rmse_perf, "\n")
  cat("Var number (RF/PLS):", var_rf_prct, "\n")
  cat("Levels with PLS is better:", level_pls, "\n")
  cat("\n\n")
}
```

# Collect variable importance
## Number of variables
```{r}
pls_rf_sr_long = melt(pls_rf_sr[pls_rf_sr$Resample == "Mean", c(1, 2, 6, 13)], id.vars = c("ptype", "resp"))
ggplot(data = pls_rf_sr_long, aes(x = variable, y = value, fill = ptype)) +
  geom_boxplot() + 
  labs(list(x = "Models", y = "Number of variables" ,
            fill = "Predictor Set")) +
  theme_bw()
```


# Variable importance for PLS
```{r, echo=FALSE}
var_imp <- compVarImp(all_models[["pls"]][["spec"]]@model[[1]], scale = FALSE)
# plotVarImp(var_imp)
plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
```

# Variable importance for RF
```{r, echo=FALSE}
var_imp <- compVarImp(all_models[["rf"]][["spec"]]@model[[1]], scale = FALSE)
# plotVarImp(var_imp)
plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
```


# Trophic levels
```{r}
var_imp_levels = var_imp
for(i in seq(length(var_imp_levels))){
  var_imp_levels[[i]]$RESPONSE = tl$Level[grep(var_imp_levels[[i]]$RESPONSE[1], tl$Species)]
}
plotVarImpHeatmap(var_imp_levels, xlab = "Species", ylab = "Band")
```




When you save the notebook, an HTML file containing the code and output will be saved alongside it (click the *Preview* button or press *Ctrl+Shift+K* to preview the HTML file).

The preview shows you a rendered HTML copy of the contents of the editor. Consequently, unlike *Knit*, *Preview* does not run any R code chunks. Instead, the output of the chunk when it was last run in the editor is displayed.
</div>
 
 
 
diff --git a/src/520_analyse_biodiv_sr_two_step.Rmd b/src/520_analyse_biodiv_sr_two_step.Rmd
index e3b3f83..8c38f70 100644
--- a/src/520_analyse_biodiv_sr_two_step.Rmd
+++ b/src/520_analyse_biodiv_sr_two_step.Rmd
@@ -19,8 +19,8 @@ comb_sr_two_step = comb
 model = all_models$gam$elev@model$gam_none
 model_res = all_models_res$pls$gam_elev_res@model$rf_ffs
 
-comp2StepPred(comb_sr_two_step, model, model_res)
-
+gam2rf = comp2StepPred(comb_sr_two_step, model, model_res)
+gam2rf[gam2rf$RMSE_normSD1 > gam2rf$RMSE_normSD2,]
 
 
 
@@ -41,20 +41,23 @@ summary(rf_res)
 tl = read.table(file.path(path_meta, "trophic_levels.csv"), header = TRUE, sep = ";")
 pls_res = merge(pls_res, tl, by.x = "resp", by.y = "Species")
 rf_res = merge(rf_res, tl, by.x = "resp", by.y = "Species")
+
+# Arrange levels and species names
+rf_res$Level = factor(rf_res$Level, levels(rf_res$Level)[c(1, 5, 4, 3, 6, 2)] )
+rf_res$resp = substr(rf_res$resp, 3, nchar(rf_res$resp))
+rf_res$resp = gsub("(^[[:alpha:]])", "\\U\\1", rf_res$resp, perl=TRUE)
+rf_res$resp = factor(rf_res$resp, unique(rf_res$resp[order(rf_res$Level, rf_res$resp)]))
 ```
 
 # Compare PLS and RF
 ```{r, echo=FALSE}
-models_res = rbind(pls_res[, -4], rf_res[, -4])
-models_res$mptype = paste0(models_res$mtype, "_", models_res$ptype)
-models_res$mptype = factor(models_res$mptype, levels = c("rf_gam_elev_res"))
-
-
-ggplot(data = models_res[models_res$ptype == "gam_elev_res" | models_res$ptype == "spec",], aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
+ggplot(data = rf_res, aes(x = resp, y = RMSE_normSD, fill = Level)) + 
   geom_boxplot() +
+  geom_hline(yintercept=1, linetype="dashed", color = "black") + 
+  scale_fill_brewer(palette="Dark2") + 
   theme_bw() + 
   theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
-  labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))
+  labs(list(x = "Species richness", y = "RMSEn", fill = "Trophic level"))
 ```
 
 ```{r, echo=FALSE}
diff --git a/src/520_analyse_biodiv_sr_two_step.nb.html b/src/520_analyse_biodiv_sr_two_step.nb.html
index 2fb220b..fb44f45 100644
--- a/src/520_analyse_biodiv_sr_two_step.nb.html
+++ b/src/520_analyse_biodiv_sr_two_step.nb.html
@@ -182,6 +182,9 @@ <h1 class="title toc-ignore">520 Analyse Biodiv-RS Two Step</h1>
 <h1>Compare PLS and RF</h1>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
+<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
+<p><img src="data:image/png;base64,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" /></p>
+<!-- rnb-plot-end -->
 <!-- rnb-chunk-end -->
 <!-- rnb-text-begin -->
 <!-- rnb-text-end -->
@@ -246,7 +249,7 @@ <h1>Trophic levels</h1>
 <!-- rnb-text-end -->
 </div>
 
-<div id="rmd-source-code">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</div>
+<div id="rmd-source-code">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</div>
 
 
 

From 1c8aea6e12367a828942aaa19264881605ed4880 Mon Sep 17 00:00:00 2001
From: Thomas Nauss <nauss@geo.uni-marburg.de>
Date: Tue, 5 Mar 2019 14:21:32 +0100
Subject: [PATCH 45/65] Update

---
 src/000_set_environment.R                    |  4 +-
 src/001_functions.R                          |  4 +-
 src/410_compile_analyse_biodiv_sr_elev_res.R | 12 ++-
 src/510_analyse_biodiv_sr_elev_res.Rmd       | 96 +++++++-------------
 src/510_analyse_biodiv_sr_elev_res.nb.html   | 54 ++++-------
 5 files changed, 69 insertions(+), 101 deletions(-)

diff --git a/src/000_set_environment.R b/src/000_set_environment.R
index b75411d..642c4ca 100644
--- a/src/000_set_environment.R
+++ b/src/000_set_environment.R
@@ -42,6 +42,8 @@ library(doParallel)
 library(grid)
 library(gridExtra)
 library(gpm)  # devtools::install_github("environmentalinformatics-marburg/gpm")
+library(ggplot2)
+library(ggbiplot)
 library(hsdar)
 # library(lavaan)
 # library(rPointDB)
@@ -58,7 +60,7 @@ library(satelliteTools)  # devtools::install_github("environmentalinformatics-ma
 # library(semPlot)
 library(sp)
 library(spacetime)
-# library(vegan)
+library(vegan)
 # library(yaml)
 
 
diff --git a/src/001_functions.R b/src/001_functions.R
index 3563398..92e0238 100644
--- a/src/001_functions.R
+++ b/src/001_functions.R
@@ -107,7 +107,9 @@ compModels = function(model, pt, mt, outpath){
 modelPerformance = function(model){
   smr_all = lapply(names(model), function(pt){
     smr_pt = lapply(model[[pt]]@model[[1]], function(mi){
-      if(inherits(mi[[1]]$model, "try-error")){
+      if(is.na(mi[[1]])){
+        df = NULL
+      } else if(inherits(mi[[1]]$model, "try-error")){
         df = NULL
       } else {
         if(ncol(mi[[1]]$model$resample) == 6){
diff --git a/src/410_compile_analyse_biodiv_sr_elev_res.R b/src/410_compile_analyse_biodiv_sr_elev_res.R
index 016099c..e2161b5 100644
--- a/src/410_compile_analyse_biodiv_sr_elev_res.R
+++ b/src/410_compile_analyse_biodiv_sr_elev_res.R
@@ -7,15 +7,23 @@ dir.create(path_compile_analysis_sr_elev_res, showWarnings = FALSE)
 
 # Combine all models into one gpm object
 pt = "*spec*"
-mtypes = c("*pls*", "*rf*")
+mtypes = c("*rf*")
 rtypes = c("*gam_elev_res*", "*pls_elui_res*", "*rf_elui_res*")
+rtypes = c("*pls_elui_res*", "*rf_elui_res*")
 
 all_models = lapply(mtypes, function(mt){
   all_pmodels = lapply(rtypes, function(rt){
     model_files = list.files(path_model_gpm_sr_res, full.names = TRUE,
                              pattern = glob2rx(paste0(mt, rt)))
     
-    all_models = readRDS(model_files[[1]])
+    l = 0
+    i = 0
+    while(l == 0){
+      i = i + 1
+      all_models = readRDS(model_files[[i]])  
+      l = length(all_models@model)
+    }
+    
     
     for(i in (seq(2, length(model_files)))){
       act_model = readRDS(model_files[[i]])
diff --git a/src/510_analyse_biodiv_sr_elev_res.Rmd b/src/510_analyse_biodiv_sr_elev_res.Rmd
index 062df46..3ba029d 100644
--- a/src/510_analyse_biodiv_sr_elev_res.Rmd
+++ b/src/510_analyse_biodiv_sr_elev_res.Rmd
@@ -4,7 +4,7 @@ output: html_notebook
 ---
 
 ```{r, include = FALSE}
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+source("C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
 
 dir.create(path_analysis_sr_elev_res, showWarnings = FALSE)
 
@@ -13,78 +13,42 @@ all_models_res = readRDS(file.path(path_compile_analysis_sr_elev_res,
 
 
 # Collect model performance
-pls_res = modelPerformance(all_models_res[["pls"]])
-rf_res = modelPerformance(all_models_res[["rf"]])
+models_res = modelPerformance(all_models_res[["rf"]])
 
-pls_res$resmodel = pls_res$resp
-pls_res$resp = gsub("_gam_elev_res", "", pls_res$resp)
+models_res$resmodel = models_res$resp
+models_res$resp = gsub("_pls_elui_res", "", models_res$resp)
+models_res$resp = gsub("_rf_elui_res", "", models_res$resp)
 
-rf_res$resmodel = rf_res$resp
-rf_res$resp = gsub("_gam_elev_res", "", rf_res$resp)
+rf_pls_res = models_res[models_res$ptype == "pls_elui_res",]
+rf_rf_res = models_res[models_res$ptype == "rf_elui_res",]
 
-summary(pls_res)
-summary(rf_res)
+summary(rf_pls_res)
+summary(rf_rf_res)
 
 # Get trophic levels
 tl = read.table(file.path(path_meta, "trophic_levels.csv"), header = TRUE, sep = ";")
-pls_res = merge(pls_res, tl, by.x = "resp", by.y = "Species")
-rf_res = merge(rf_res, tl, by.x = "resp", by.y = "Species")
+rf_pls_res = merge(rf_pls_res, tl, by.x = "resp", by.y = "Species")
+rf_rf_res = merge(rf_rf_res, tl, by.x = "resp", by.y = "Species")
 ```
 
 # Compare PLS and RF
 ```{r, echo=FALSE}
-models_res = rbind(pls_res[, -4], rf_res[, -4])
 models_res$mptype = paste0(models_res$mtype, "_", models_res$ptype)
-models_res$mptype = factor(models_res$mptype, levels = c("rf_gam_elev_res"))
+models_res$mptype = factor(models_res$mptype)
 
 
-ggplot(data = models_res[models_res$ptype == "gam_elev_res" | models_res$ptype == "spec",], aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
+ggplot(data = models_res, aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
   geom_boxplot() +
   theme_bw() + 
   theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
   labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))
 ```
 
-```{r, echo=FALSE}
-pls_rf_res = merge(pls_res, rf_res, by = c("ptype", "resp", "Resample"), all.y = TRUE)
-colnames(pls_rf_res)[grep("\\.x", colnames(pls_rf_res))] = 
-  gsub("\\.x", "_pls", colnames(pls_rf_res)[grep("\\.x", colnames(pls_rf_res))])
-colnames(pls_rf_res)[grep("\\.y", colnames(pls_rf_res))] = 
-  gsub("\\.y", "_rf", colnames(pls_rf_res)[grep("\\.y", colnames(pls_rf_res))])
-# nrow(pls_rf_res)
-
-ptypes = c("elui", "kmra", "spec", "elsp")
-perf_check = lapply(ptypes, function(pt){
-  subdf = pls_rf_res[!is.na(pls_rf_res$RMSE_pls) & 
-                      pls_rf_res$ptype == pt &
-                      pls_rf_res$Resample == "Mean", ]
-  rownames(subdf[subdf$RMSE_pls < subdf$RMSE_rf, ])
-})
-names(perf_check) = ptypes
-```
-
-# Check performance of PLS and RF
-```{r, echo = FALSE}
-for(i in seq(length(perf_check))){
-rmse_perf = sort(round(1-pls_rf_res[as.numeric(perf_check[[i]]), "RMSE_pls"] / 
-                         pls_rf_res[as.numeric(perf_check[[i]]), "RMSE_rf"],2))
-var_rf_prct = sort(round(pls_rf_res[as.numeric(perf_check[[i]]), "nvars_rf"] / 
-                           pls_rf_res[as.numeric(perf_check[[i]]), "nvars_pls"],2))
-level_pls = sort(table(pls_rf_res[as.numeric(perf_check[[i]]), "Level_pls"]))
-print(names(perf_check[i]))
-print(pls_rf_res[as.numeric(perf_check[[i]]),])
-cat("RMSE (1 - PLS/RF):", rmse_perf, "\n")
-cat("Var number (RF/PLS):", var_rf_prct, "\n")
-cat("Levels with PLS is better:", level_pls, "\n")
-cat("\n\n")
-}
-```
-
 # Collect variable importance
 ## Number of variables
 ```{r}
-pls_rf_res_long = melt(pls_rf_res[pls_rf_res$Resample == "Mean", c(1, 2, 6, 13)], id.vars = c("ptype", "resp"))
-ggplot(data = pls_rf_res_long, aes(x = variable, y = value, fill = ptype)) +
+rf_pls_res_long = melt(models_res[models_res$Resample == "Mean", c(2,3,5)], id.vars = c("ptype", "resp"))
+ggplot(data = rf_pls_res_long, aes(x = variable, y = value, fill = ptype)) +
   geom_boxplot() + 
   labs(list(x = "Models", y = "Number of variables" ,
             fill = "Predictor Set")) +
@@ -92,16 +56,9 @@ ggplot(data = pls_rf_res_long, aes(x = variable, y = value, fill = ptype)) +
 ```
 
 
-# Variable importance for PLS
-```{r, echo=FALSE}
-var_imp <- compVarImp(all_models_res[["pls"]][["spec"]]@model[[1]], scale = FALSE)
-# plotVarImp(var_imp)
-plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
-```
-
 # Variable importance for RF
-```{r, echo=FALSE}
-var_imp <- compVarImp(all_models_res[["rf"]][["spec"]]@model[[1]], scale = FALSE)
+```{r}
+var_imp <- compVarImp(all_models_res$rf$rf_elui_res@model[[1]], scale = FALSE)
 # plotVarImp(var_imp)
 plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
 ```
@@ -111,13 +68,26 @@ plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
 ```{r}
 var_imp_levels = var_imp
 for(i in seq(length(var_imp_levels))){
-  var_imp_levels[[i]]$RESPONSE = tl$Level[grep(var_imp_levels[[i]]$RESPONSE[1], tl$Species)]
+  act_species = gsub("_rf_elui_res", "", var_imp_levels[[i]]$RESPONSE[1])
+  var_imp_levels[[i]]$RESPONSE = tl$Level[grep(act_species, tl$Species)]
 }
 plotVarImpHeatmap(var_imp_levels, xlab = "Species", ylab = "Band")
 ```
 
-
-
+```{r}
+t = do.call("rbind", var_imp)
+t = t[t$mean>=0.6,]
+t$RESPONSE = gsub("_rf_elui_res", "", t$RESPONSE)
+tt = table(t$VARIABLE, t$RESPONSE)
+pca_tt <- prcomp(tt, scale = TRUE, center = TRUE)
+pca_var <- as.data.frame(pca_tt$rotation)
+pca_obs <- as.data.frame(pca_tt$x)
+ggplot(pca_var, aes(PC1, PC2))+
+  geom_point()+
+geom_point(data = pca_obs, aes(PC1, PC2), color = "red")
+ggbiplot(pca_tt, labels = rownames(pca_tt$x), choices = 1:2)
+biplot(pca_tt)
+```
 
 When you save the notebook, an HTML file containing the code and output will be saved alongside it (click the *Preview* button or press *Ctrl+Shift+K* to preview the HTML file).
 
diff --git a/src/510_analyse_biodiv_sr_elev_res.nb.html b/src/510_analyse_biodiv_sr_elev_res.nb.html
index dcbdb2a..dd8db24 100644
--- a/src/510_analyse_biodiv_sr_elev_res.nb.html
+++ b/src/510_analyse_biodiv_sr_elev_res.nb.html
@@ -182,17 +182,9 @@ <h1 class="title toc-ignore">510 Analyse Biodiv-RS</h1>
 <h1>Compare PLS and RF</h1>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
-<!-- rnb-chunk-end -->
-<!-- rnb-text-begin -->
-<!-- rnb-text-end -->
-<!-- rnb-chunk-begin -->
-<!-- rnb-chunk-end -->
-<!-- rnb-text-begin -->
-</div>
-<div id="check-performance-of-pls-and-rf" class="section level1">
-<h1>Check performance of PLS and RF</h1>
-<!-- rnb-text-end -->
-<!-- rnb-chunk-begin -->
+<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
+<p><img src="data:image/png;base64,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" /></p>
+<!-- rnb-plot-end -->
 <!-- rnb-chunk-end -->
 <!-- rnb-text-begin -->
 </div>
@@ -202,29 +194,20 @@ <h1>Collect variable importance</h1>
 <h2>Number of variables</h2>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
-<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxucGxzX3JmX3Jlc19sb25nID0gbWVsdChwbHNfcmZfcmVzW3Bsc19yZl9yZXMkUmVzYW1wbGUgPT0gXCJNZWFuXCIsIGMoMSwgMiwgNiwgMTMpXSwgaWQudmFycyA9IGMoXCJwdHlwZVwiLCBcInJlc3BcIikpXG5nZ3Bsb3QoZGF0YSA9IHBsc19yZl9yZXNfbG9uZywgYWVzKHggPSB2YXJpYWJsZSwgeSA9IHZhbHVlLCBmaWxsID0gcHR5cGUpKSArXG4gIGdlb21fYm94cGxvdCgpICsgXG4gIGxhYnMobGlzdCh4ID0gXCJNb2RlbHNcIiwgeSA9IFwiTnVtYmVyIG9mIHZhcmlhYmxlc1wiICxcbiAgICAgICAgICAgIGZpbGwgPSBcIlByZWRpY3RvciBTZXRcIikpICtcbiAgdGhlbWVfYncoKVxuYGBgIn0= -->
-<pre class="r"><code>pls_rf_res_long = melt(pls_rf_res[pls_rf_res$Resample == &quot;Mean&quot;, c(1, 2, 6, 13)], id.vars = c(&quot;ptype&quot;, &quot;resp&quot;))
-ggplot(data = pls_rf_res_long, aes(x = variable, y = value, fill = ptype)) +
-  geom_boxplot() + 
-  labs(list(x = &quot;Models&quot;, y = &quot;Number of variables&quot; ,
-            fill = &quot;Predictor Set&quot;)) +
-  theme_bw()</code></pre>
-<!-- rnb-source-end -->
+<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
+<p><img src="data:image/png;base64,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" /></p>
+<!-- rnb-plot-end -->
 <!-- rnb-chunk-end -->
 <!-- rnb-text-begin -->
 </div>
 </div>
-<div id="variable-importance-for-pls" class="section level1">
-<h1>Variable importance for PLS</h1>
-<!-- rnb-text-end -->
-<!-- rnb-chunk-begin -->
-<!-- rnb-chunk-end -->
-<!-- rnb-text-begin -->
-</div>
 <div id="variable-importance-for-rf" class="section level1">
 <h1>Variable importance for RF</h1>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
+<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
+<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAArwAAAGwCAIAAADE8iHyAAAACXBIWXMAAA7DAAAOwwHHb6hkAAAgAElEQVR4nOy9fXwb13nn+xsDomjIkEiRMvRGi7QwNE1TuRZjJ9mBr1THVFIM21pyuwzd+ppZSxm0zqbAJlG2reioaihnb9RkB/WmDcdSNsx11gxvE9FtibmJmWSla07sWKG8EQ0jmrFJmnpDRImUYFEUBWj2jzODF75I0Bv14uf7wccGDuY885wzEM9znvOc53CmaYIgCIIgCOJS3HGjFSAIgiAI4taAjAaCIAiCIPKCjAaCIAiCIPKCjAaCIAiCIPKCjAaCIAiCIPKCjAaCIAiCIPKCjAaCIAiCIPKCjAaCIAiCIPKCjAbiQ44R9nEcx3GcL2xc3peXfYu8hagBdteAeu1kXtPqs4ahBsIzdwJBELMNGQ3EhxxvfYMAANA6uiYPoEZXhwYAEBrqvbOsF2GoAR8vKtEbrQdBEBnIaCA+7HiDzRKAaayGtM0gNQevxmbwBntM0zTNnquSck25CVWajLpDVLQbrQRBELmQ0UAQ/vXTWg0Zm2G9P12mhgPWigXHcZzPF8j272ec/pnLAqoxzVrAxeVkSVQDPnuFJBBWL7GWYKgZoT5f4CKXT1Ipsx5iqOHMDVUDgJHWNFfJ7DppJbnp7mqo4awLJrdj2k4L+DhRYd8rYtZKTb79b2R1xXR9m63ydF2Vf08SxIcMkyCICLMaIMh6ukyX2bIFpMjky3LJVEpXyf3SLk5feCk503+fo8sUmdNWEjK65zKp+ow3FCY36FKdkavT9H2Se8m0nSZPFi5Frqz/p1NpWjFZV1xWTxLEhwvyNBBElq8htMMOu5vqZzDCLQoASPbwYo1R0wRDQJAjummapt42NRjiiuRYA5kizhAcqQbYzFxi11syNaXlMiMd2dhp3w6aZkm0x+NpBUq5Smb3YrgppGXkZtoaapoqJ6vTgq3poZuN1q3+y+s3WyV5SsCK3VPW3aYofa16kiBuT66vTUIQtwjp2aU1o5w6k89C1yMRWcrMwu1Z6DTOiYvKmknOdI6PSYPo9K6C6Twl006RZ/A0TPVbCJNG6GncJdk3yFVy8sdpr5mh06ave/F+m0bUlKKpYnVZECQ5ouvZ3+fdkwTx4cI5gy1BEB8u/OslKAoApVNt9fvVHdYEOXfbhBEONIUuHZ4nVPMXvyBPOTWVWTfnqwVAA/oOGvBPcl8YB/sAAFqI50KThEx3fV43nKFkMlkRH5OVtNXK7Y8ZGnLJTsOV9L+3sgbIqjCNSt5gT8+U76+2JwniNoWWJwgCQGaFAkqnCrWTReHl2AxG2MdbI5YgyXJE12de1r8YecvJZxhl6NGbZJ+Bt7IGAKBFdWTUyrU8cq/Jn2vV/9OolOGm6UmCuDkhTwNBMLJ8DQFMZzNYQQ6CrNsbFa8o7VD+crSoDuQ1s7Un71LEbPVf+vLrR+5EfnqfwvT+h0uLvkb9z5jJa3DT9CRB3JyQp4EgLPyb7WA/hdkMuekZpk6br2z0uww5Sqd6sXoZ7Ml7ToVZ4iJKTu9TuFhDLsK16f/pVFIDmX2gN7InCeIWgIwGgrBJJ4dk5CzWW3NQpPcPGKq9MeAy/eyXI0cRrRQBhh3TP1krC3txRWnJVLgGCbDz4iJK2naYItpqGGGfvXlh88Vn8nY/9R00cj5fZf9P7alwi6JpSkjkA+q0389eTxLEzQ8ZDQSRJsdqmDw6Z/JNh3iO43gxdGWr35cnRxF5juM43h6NIzM4zf2tbIFfy60gyG2zkPNxZiW9wTZ7jyXPcRzH8fYOzEvqlfYJhHiO4wLqter/KT1lybG1vqE9SRA3O2Q0EESGLKth6ozeG+zRZcn+nu3SsybSl+XLzl+OFNEj6Z2FgiRH9Iuss/tb9Zx9iIIkR/RZSBMtRcxMc6Yq6Q325OglCJKs55W+2r85kuklwLhW/Q9/q5nVr7ZKGa1vVE8SxC0AZ5rmjdaBIIhbDzXAMj1TyCBBfIggTwNBEARBEHlBRgNBEARBEHlBRgNBEARBEHlBMQ0EQRAEQeQFeRoIgiAIgsgLMhoIgiAIgsgLMhoIgiAIgsgLMhoIgiAIgsgLMhoIgiCuGCPsY0dTBC7vhKt0vZyaly/NCPtyLs5fQkaDrFM1LkeBaQXkKSEvta+0b4nrikkQBEFcEREJkCLZby6zHnsryPoVSotIyL40fwmZ2+qycCUKZC7RZSGnNZeWwE73uITaV9q3xPWFjAaCIIgrIyLZw62py0L+I1tWvayaly8tIkEQsq7MX0KOBlfSnJwL0hUvLYEdFyJI0qXUvtK+Ja4ztDxBEARxRRgH+1BTyQ6y8lbWpE/xviT+1qwju/SodmXSjHALIm0NV6JP9pVX1hxvfYNgHxSmdipCQ703PwmVzbpp9myuvsR9r7hviesMGQ0EQRA3DCPcogjy5ss/8ssIN3U0XEE9AIAe1YRqXFXIgDfYo1e3cBzHcS3V+R8C6vX76bjQWxoyGgiCIG4MRtjHh2oiV3Lstrqjo6Htao7r1kItaDNN04xIipgdyZivAgGO72jQTdPUGzp4ilX80EBGA0EQxA3ACPv4EGT9Sg4WVwMimq/GZAAE2bI5/JtlQYvql1ndONgHiangDTZLtHzwoYGMBoIgiCsie6192iiBmbF8DFmhDZcjTe1UoIgcx3EcH9KgiGyJIX8JfPU0dsJVNOeqJExb6+qVIa4TNzgQkyAI4pblCrcFZu1yvFppuTsLLmvL5eR9lpenQKYNl7/lMi+1acvlzQkZDQRBEFcMSzmAy87SkEv2QHl50iZvR8xfAtv8OOnSy1EgIyDbAMpPQl5qX0nfEtcbOhqbIAiCIIi8oJgGgiAIgiDygowGgiAIgiDygowGgiAIgiDygowGgiAIgiDygowGgiCIq4XjuFtdwg1X4JpIIK43ZDQQBEEQBJEXZDQQBEEQBJEXZDQQBEEQBJEXZDQQBEEQBJEXZDQQBEEQBJEXlEaaIAjiaqGw/2sFDUk3Oc4brQBBEMTtgJl6HWYSF1KT/2umAOBCEmYKF5KmmbLfZ70BrOszFVNIJpFKIZVEKgUg8z6V/iqFVNJMXUDKBAD2JmVmvcm8N8dTAHDexPkLU/5rvwFw/oJ53ryQTL8uXEiaF86bqaRpJk0ArJx9TKaQusBlvZgWOSWpC1zS5M4D7AUgab+f9EoCf4uDs/3YiMuElicIgiAIgsgLMhoIgiAIgsgLMhoIgiAIgsgLMhoIgiAIgsgLMhoIgiAIgsgLMhoIgiAIgsgLMhoIgiAIgsgLMhoIgiAIgsgLMhoIgiAIgsgLMhoIgiAIgsgLOnuCIAjiaqGzJ64VNCTd5JDRQBAEQRBEXtDyBEEQBEEQeUFGA0EQBEEQeUFGA0EQBEEQeUFGA0EQBEEQeUFGA0EQBEEQeUFGA0EQBEEQeUFGA0EQBEEQeUFGA0EQBEEQeUFGA0EQBEEQeUFGA0EQBEEQeUFGA0EQBEEQeUFGA0EQBEEQeUFGA0EQBEEQeUFGA0EQBEEQeUFGA0EQBEEQeUFGA0EQBEEQeUFGA0EQBEEQeUFGA0EQBEEQeUFGA0EQBEEQeUFGA0EQBEEQeUFGA0EQBEEQeUFGA0EQxGQ4jrt4yeVecPsJvOEKTFtCXG/IaCAIgiAIIi/IaCAIgiAIIi/IaCAIgiAIIi/IaCAIgiAIIi/IaCCI2wMj7OO4gDqpVA1MU3hFsq9eyizfUQ1wvrBxjfQhCAIAGQ0EcbvgDTZLUDpzB1q1U4G03n+DVLpy1B0h7UbrQBDEVMhoIIjbAyPcomCS1aB2Tim6Igb3HMDeN69WSn4YYR/HiQoA5YWrUvzNvTiwZ/Dy6nA22e+nLbncC24/gTdcgUklV/FTIS4D541WgCCISRhhHx+qiZitOR4CNcCJmFyYhTfYLIVERelUW/3WNWqn4gEeZ54GI+zj2fTdI+nHWr3IKZRkuS8UbWbi1QAbtSFNuZ8R9vHRBrkvxGpFzM0HbQn2tenaWXgg/bVdSZD1nqB3kiSrEGqAD6FKivxrdQv/HVX0hVnxtGRuZNfO0d1fNWMPAzNv8W9tbb1oPUjSR7M/KsqvL3797cfRwDezPy5p/dKN0iRNIBCY9oGapjn7ytzekKeBIG42rnShwb9eQrZjQe1UPHGrkhrgQzUR09RlAcUKz8IF7ELT1Ks77PUAI+wTwQrlPnG6qAClA22maZoRSRG5JrSZpqnLgtISNgCoAVGRIqZpRiQAEGTdNHcJcSjycauSFtqhTpFkFaqdSkX52T/f7AeAByVBi+oztVYNiH2ybpqmaUZqQk1Mz/TdTb26P3bRXjan46I1bKWVX2e/8qlym7Gk9UvZr2su/3N/cDb7lWetK36gxGVBRgNB3Hz410+2GtTvT7vQkBvn6F8vAR77KrVT8cRr5c1+AMbBPgiviRzHhzQcq0LfQQNQO5XVG/aJHMdxfGi0Ctj7JmB0dWj+IatwgV/r6MqxGgb3HEBVDZo4juNExQPpGTRxHMeHNA8b4P2tEUkROWuFAScBYMW8QoB716rkxmlbkscznFvoXy8tCXVYToNTQ5eIa9BCPMdxHCf2yW1BL2tylaAw5aMVl/Q0TOXi9yNuZuiBzg60PEEQNyH+9RLEnIWGdkFq1NjaQ2ahoUoApMik1Qe38h84/Hdzfafiid9bGOK5EIAyYKgxYr7Nh338P2jQfqIbw59X0I/3rTseigGurRy3NVsNVQVUJgBlAGD8eG8CJ14Js6/dcSjfgq7LTfz3fxvvVUROATyAB4hbEg7vGUQQZ5LAyPw20/Tiuz5u41tvAn4AiP+29DXTRJjnQ8YvAhw3BMAfaU23xSPpdgdMt2JSBIwCALTQw4H6kVb0vIJYvFYSehUNihrDvPtn7uJpp6E0zAD43NJ/y/744pE/mGUFXvy3O6+gFvkVZgfyNBDEzUiur0HtVISGzU9LUDrVzJqCuQ0aqpb5ASOwmA8tiJimqW9ZlkAcQ0fDLcqSON4b32mapqk/OwZ4PNZgu7AM7sIClCYBx6pvmqapSx6cBrB0m2m2rXLA5det9YUqtr7wfAVw4nXb5eCq/alpmmakPgGUfYa5BXpRiKptbCXC8zhbNTC3sbm+8ePfJuH+/c1eAFjhcWda6Xmk3gsAcwHgCbaioYocby+VxJWmXZhhxeTNvRit2mbfZ/SVHQa8HwDAuWq25PEQcC6OGaGJ6W0GPdDZgTwNBHFT4t8sC7zla1A7FaFB9/orJYjf7xQgNbOIw8MxD1YvMAAd8dUb4iL7G1kIjPfu6Ih7jzqNeYc3cdwmwF8GDP3gP0H+PIDDQ0gM1fG7AeCAquJp/u45AAAnjHD4wBxA5dN/bg/8F8vTUJBWbSzra4AtNBTfdWEktpUVl2Z974jVcbsBB7z3TxPPWLzMC2BwTz8cwI85cQiAB42Plre3DwCABzVLrRWTBVbr/H50dBnBIBYsRLGWcY0UATDOjwE49XoTZ1kdF/v7Rp6GmbjmroXPbcjp1Rd3X8IlcGWBluRpmB3I00AQNyfe+gaB+RrUTkVoqPcy90P7Kxr6joIV1wqr90d1GAdV7N+NnaZpmuauagDxmOYxyu7AGWuqrQ4BGJNZTMPRYgiyrm/xAIWrDogcx7ccAuYBC5cP7vktxoElGTUSx6w3qcFBAINngHlPsRs9ACBxkn07cuYOVG0zzedLgeEhAIAbmIcUIMhfqkhheMaIRiYdeMI0TXNXbRzt7Ut36rKA2sVx9B0BcPwI1LTTRcWR4wC8lTUYyRLwQd8gvMtLAAy3awCExsWAOTrzHWlieptBD3R2IE8DQdwcGGEfb+95ZB82yoLygqiIKgDsUIOtfv9muVb5eu/Kb3LcRgAeoXY/4kfhHZsACu5aCwBYcp7Jiy9J4Ki7UT/9shcwxHm8OgYAcKJoBDWVXqAYiB94GwCWF+GQNb7eAXcBFmwxj/xpcwW//QSkH+rVLZ/5b7/qNaJ1AVVfvQRd/S9x3EuW1otXsf/Pw/iZ2FaOgxNwPqSff5MFKgCAFoqtKkR/TAX8wIq1q7DoYWS9wWHjHJxY+ar9N97T1PBdtkLhRNFhYDB6AmUPYWgfAPj9OLUIwM9efBlOIJnTh8sAYEGjMN6uae3HgMIVK2bs71vX03AT7ni8OJd0LUziylpEnobZgTwNNzHTZ9K9Vslxrz5P7zXSZPZTFF8vrq5DMp4FwOjqgLz5mRqPW+2tEiBF7LV8b/3TZXFoF7aZEQmrVx7sBRYsAe4uACaO7AGgPikeYPLqK84DiYN7AKgBXnUAxQCAJEYBReT4UAxAYQkAy2Lw1KwBAJcH2Mpx/PYBoGxXqx8Y7TWSAKCIfEt/7lRj5HfA4bcSODO3ClLENJ8vApL7eI7jQ/3A/OWQIqbp+2B8+jbvFTmO45oOpJAEvmhv04y32TENSby/H1ixuMCyGACoKg68DmBiPJFjMZiJwwDcDmCEeRrq5wPjfTMnd6KJ6W0GPdDZgTwNNzHeYA+ZzrclU50KzWarX39dQ7vIKZB2yX1oaPMaXfGEJx7TEBN5SRK0UNN3gz1nnID71FZOBIAUAFXkuPoKJwpOsPCFUk/hcHwc6NLOAIvBCuECmKOhpBCL/tp856v4ro/beMxf+55qDdDFWFkN7AEArImY7+APOLErupHjgEL7L0USAAqSeKgKWgwAnCs/pgbq+gHH8VhKETmlfrEDjvu6k3//XzmxC6cPgW2pABBnWyZyftULZd0Mencs5b5yFPh7jmOZFQr+nfzQL2274YOwj/+nEzndl2jnfZ/o/mQF1P5MYSpxGHAOp+C8r/lj0RZN6zoNODwzexpuXW64a4HSW32YIU/Dbc319VUc6YPWsfdqJKgBzhe+zES/03A9fBXX1f8x1angN8I+cf4uWRDkbnnfxueOPFrvBaLvprcuKgobRI2xCSAxTxAgbZMwIlRBipj66rNJTHiel2tRjOH4ODySbpq634VjYztNXa4CLgDwQIpE1o27Y++oAJ7p6Rbety0GD6qsNQugeJPZigAnHt2wGlLENPUti4GkKz2vn4BlMQBIanVi38MuIFXOdjesdqaQwgD8/0lwAg+xXR7dnyoEPA9P6oRgT6QmxHMc95WjAHD0T3TTjDwMYOKXWXGMdwV79L8oyanpbtR7ghO/7mfRjxYO9zLAU+pAMlHaZpqm+XwxkIrP/OuaKReQ9Flv9ivPR3o70dD6f2e/pl5wyfRW8wPfzH5df5UBSu40W5DRcJ3JGXvSH9SA5TzLGpaMsM8qC1uXZdfN1OjE1CrZgtJXzjgeT8nJrwY4jtkRRtjH7m8LNbLeT9Zk9xHg3d/MrMmMHZJuptiBA3sOT/dtRk4eKk17MkJ2PxhTS6fr+exSbdcbYFmC7Oq5imSETvtoZmi5XZ8PoUr5fsDHschEt9fo6tCk9WswqoXqQr1IHPvVILC3L47VjQIkWRaYUv+seufNAWBoGnpfVwTpnhgAdUfLMQCxvwn1YgQoBO58ib8/0DU4BsQ2sXWI8flAHIoovi/3RuaLHMdxXB3+agsTjDgGqmttO+adJ+aLirDrh2vvBN4McJ95Mwm4xiDsNM3uR9LOSUEOLgdKQ5GaN8cAx1w/AHibVrngLCoHfnU0CY+PbfJc8fBiwBCn/LzFV7L6Z0mFF/CvKQEcdlESmBic3tMQLvhohZ2lAVjkZp4GAHAOsZRPr54DkDiMmSBv9m0GPdDZgYyG68wMc8opm86nTeibJjs5bp+SLkzv19flPtFODJydW/eraJv5rIK0GE7sk3UzneI/vyTBpl49MHAxTWa42cWbOYOci6o0w42myTF8iZ7P6camAxyqtrHqfFqTKWmPp380M5JVP4au439n6vLq8gptV3gQgCLyoah14V2v1gW+mxiHe//BUSgdaNO3lANlqsj989JSwL9Trt33Gt7/aTvQ92URu6TSzFLjeO1G9znE/nXPXECQd0mA35/5p659nW+p1lk+aZR+tse0MjI8/cWnBaVzcO0qxN6Kl1W4tV17gj3m5gV9guh1AmsjZs/awOK615KAG4Ksm83R8CFgWBZ/DACpc6yPdIyhpGYFDFcx3PG9rI/13gFgcVAWACihkAbFyk0ZB8orLMXefcMA1L0n7N0ZujQfgHNFsEdvtq9heCTL0+D2WCXHEyjkPwYsc3NIMveGfj9gJYCYnpkmpsr3jOzXpR7pbUhH4D9nv65AwunWL2W/Pvfvotmva64wgzwNswMZDdebjNVgdHWgod6aU7JpWbBZYml61U5FYPl+2cEDWRhhH/dF+1ujq0OrAtIJ8hQ2yHmDPWar3wj7OFGBFvrLcNjHBdBq/t2eWu7+v2NyMhPifz2GMYPNwHqemC8qLB1vemCUPh3lOY6lARaeCXqtRmhRfZKev18CJPozuXtZoF6DoHTO5Bhg1RGwJtjAGMaMeLqZrEVcQLVbZPeB1MwsGr5ayMlb3PE4F1CBw8YYjumZ7mLKa9/5HwAA/2YZoR3hsI/jQxqUThVGuCmkQQvxT6rZLcrc1DjYhxITx3S7m1u+y6QLDTVdPqtvXum0HtyWu1u4QDjcFNIALfTcdL4Qw7o7rKzMfLUA/+r9n+P40P6Bfo/W8eehdyFUQ4pYCZGGgVfeuOshrGpEFNBCPP9fB4AhwFP5aCWE/k2hXiRwaACAFq1atgYOlEhtghNOVAvv7zqQAo7uft+NAx0vKQC+sFNIbz6MY0GlN3t1gOPEPlnf/MH3Nc/e/uOA/+4jZ/sTLu3vw4bR9R1NazeSwJnOWo5X2LNKQAvxXEv1TuZ2GAYAx++YI0HsF7CyGvBWPoRV0n3sBl/sxzwMh9m5VpIAWEmZIhIwYMcljJ0GgLvhwMRLHMdxvHK6ALhwGkDpEtipMSHI7LQtfoEbCXvxpqwC42cGmHvDZSXGHnQAGJs5uxNNTG8z6IHODmQ0XHe89Q1C30HDthkAwPJ7c3Z+fhgH+7Jq8NVCtoDh9xFjKfxhfE8+gCTO7vmM2G19+0r2jPldVqZak7nAr9JC1ED64MG+d9Pjh7J9d9oV/Io9s9+7NeM01p7Pmczn6mkXdr6C2AH70+CeA1DkPVa0vCJyDen3X3yupw+IPpfWxI0J693QC3zo4BRNpmXvJruZY9Cik5YlsjoBeH8r62RefitXpXTCwXam0hT0qMYXAKMvvTBk9cNGptKCn9Sl5ScUPvDdg33AyBvZTW7PabLlnslo9W7ab9G/1x4vx6AZwCItWr1I86XTOMeVb6FRay9cASewbJX15y/erp5EzbfM7g3udLql2FZeiSOuNGlJ3FEW1Uqt8vnzAe0XAFRx04ENbbKAxkZ7bg4A/lZ7PtYT9GJ4BPHY/4iexSn9bBwAkqGmHa/GXEh5mwSgdz8aJfuHWSXrZk/9wEAStTtNs60cSI2x+Ad5odW3/vWSpsxnk/4/GcYZeylBUTQgtjX98y/P8SL4nxBSWO4XAGFL4/wJYP4q9k9ILbO8QQ0drAP1U4lMvqmhfpQ/uhbG2Jgd7wkcPY/sjFRTyHNiKkkfnfSaWSQxPS/+sjr7dZ3uQp6G2YGMhuuPN9hc09GlZtkMYP7szN9rb2VNVgU9mu239zZ9djEQjwIwvveDE6WND+H43l7ct02CIHfLJdDk7xmA+oICPGr53qsBVD0lKX+zP8WEqC8oQCP7tuEuS/JJAPj9SIQJWmnf8Bjiwk7TZPFzhblNydbT6D0FJEfDTUoCKG22Fjh+9VYCuGPtD03TNHcJAM6t/aFpmnpzBWI//6AGJ19rtzSJNCbSsvpUoG6bBEHWdabJDIGIJxGzmqlvKZnybVYnmLrkZvGAkfqBMcC19oe6LGBNNYBqWc9WaSp8taBPAMCCL5i65IETlnHS/0ug1jorsgR45Y277OqutT80IxK8FblN7tjDrCrURnRZgLSt1nJRnEQM8EKK2A0p/lPJE93eoiEGQdYjjXAh+tOV3VuODCIJHJ7zhxJWb1gBQH8Pr3T+7Ed7E/CsT1uXJashyG0b3Lh3ky4vtAr76yOnWRDiQ9ue3N0U0tDeHkf1rsh0K1bepj+rgOu9wRFEPxhbWF0Bz/kNR5Qu55hn3ROLgN/t86BdsX+Y7/8EgLfpywIeWgrEzwGOAigixzWhwfaT+Vt1uY9N+luGASzbxn6cZQCKnprqaTj7/iCgvqoVwFA1QNvefhoOFC0E84qAGdp8R4Pe6gfgr/TYNqfgLwMG/n8d3sQEgIfZ71y8A8DZ3GiIbGhieptBD3R2oC2Xs4F/fY0ohgRZt139ISs9cHq3nX+9JIo71GCrH0a4RQEyKxRGV+SYC1CeUzev/MFxx2h7O0oKAXWrAqBOA+COauHaplfhWnWApdptbKxA9NgRAIlzGNUBo7MXrop2kWsHID1UhCMAjo+whIDi2wDqtMaI6YdxEFgMaNY+PXiCQW9uSzJ6dh1KAojuGQWA/hae+7ms99S/OgQUlKCJ41hynqp1mfdzF65vjCntBbYm9kTwLE5g3qoDWxUAPA8pYvqN5mc1LD06uSdtnTkOgAdu4JgOlNtd1dmLefa3gAdCNcCmnvNWoIk5GByTVZI0q0Uwwj6+o0HvCXora3BCg8u/rpPjFWRC80ZGUaFb8ucvxuk+rJc08UcOFK3AZzixd2qTDwN7+uKo0EVeBaDpFYj37cGiEaBw1dxxReQUqyEn1jdA+S6QhBbiRQDAiehhdi+XIP5G6Y1iEIDnL+S7w3X/BOBEZ9q6nCjv7gn2Lg3hxB5vZQ2gAYBQzUN97qfjwL7X15t6dS3/V2/jrugbKp6ZajYYXbv7HWPoHQCQGI0mAOwGAMR/3lf/THlI+51fNyMI+/jnNIzFBwEv2z2pBsSjgGNCkHUWFxMMWiK9wR4zCMAIzOeVxNGs07BGM+mhBFnvqd84h99rJlcAmO+ZwLJGobf9AFCE1NDdy6xfXqtptubomzkxWVOHAOmv/DA6TQBvsgckFOKif+CmnYZOHWau+X7Cz5W/mv3xxYF110uFseEAACAASURBVFb+Tcgl00hfk3RV5FeYHcjTMCv410vpdflpp03Z07JojQShmrfreuufrh0rcpe8JvLbB86M3bWhEancNHiJ3U2h+/x3YexAecQ0IxLa2/uB0Z/3yd9Yal9zDmP99Va8XjyTW3f8QHmEzYnRLor2xD6zPBIP+3bltiStZxM+VgJgztq/lwqAghIWGcH/wglMDLFwv+crkoj9+PgnBUi7ni1JYuSk/2uNLkz0A4AkNaLAXp5I4gzTRBbY4g2/fWk1auxsxnvFrB0QTGdT33InEpjEOUuOaZo7q+Ls6GTx0BIHzvShTZcFVLpSiIVDGgS521Ip3SKOD9VE2Ljnb/3GEmBM3cj85+6UFTMxAfQvtfScdwwY5fyt+p+dTWFUDZmyLGFFSRKxH7NQTSYf4EaB/qWWp2FpPzDKTdsQf2vbfbl/9grebPreaQAYG/rdR4BGaQWA4RPBHrPblzscJnbXcdxXTjngWmopX/BJsyfohX/ThnkogPqC6q0pLRyfwHDVWKc9DcveV+Kt/1x1CnAArgKPV6guQiFQDBRV/8d6778P1cKt8iwUhSsEzh8GrAAS8WUASNnnVGfJtGM7eCUBYB4rFOYDcP0R8zoI1q9mr7MAOKtB/UslDvS2a0ACGALwu5m2P3jXP25lq2L0HbHfsdLVnjkz1LSgieltBj3Q2YGMhtnB35qziyG9mNyTmch7gz2srHV9VkmrH976p4XRotQhYF7J8povf+Pl7oczO+B1yQOPpJsvf8Kdlm17gHuC9gK2d1nWyYJ2WcuzZQA0MaB6v/aeLgs49uJH+ehGaQRRewHeCZw8zFRps0fWHWgQIEXMnnqMA/MeRIuyVIDTcgNLj84DXJ8IegEYb/8OwND2Fg17D318qQPnTsDrtP8ZK69ZQQyeYO+2tKLBHl0WIMi63lBkFzX7Y9YaDBYVAIAmchzHb1+6CMAHL7GMgufTzexienYv9MC9ods0zeZStg+PD2k46HQw33hP8DFLpUzPm2Yrb8cwqnAAZbtMUw8tQYGD6da2ACyLIR+q2bYMcBatMMJNP7jTASewPxRSpD9Z6rD3/O2405K/osgJjB3p6tCk9Q+PAc6iFd6WZxfZqu64N1QGAB+EfU1n0n/khOZGD1KFOMQ6dkh5X+7+RF9BCTD6EhdQ4XKmh2EsthZi2sqAD2LhAPeVo8DEz59UAagdu894JsqgvhD+he4oWQx37KXX5G62h9Ma5znLZIo6gRTcyTnnxrVoqviO8nIHXKNRpcvY09GL4m2maeryaiTHUfQIsysrm3XTPP2NJYDDWnTLbDbJ2pby1DwA55iy2mkAY//C7qgBgqybeuMdE5hzjwD/P8ir4QaknbLANn18clJ2hzRG5yuZsydc7IfKfgCsdH/8AoB5U9ewbG7UEviLA+uyX1cg4daLsTj2ds5rCktav5T9urKbUEzD7EDLEzcHGcc4oHYqqIlkrQp46xsERdEwetf8u5+u9wIfX4JX94lpK9oDwFjgBvCG5ZgtBTA3689l9rerN3iyCyfslH0elB+F/NM1x38KDFj1ksDCZUB6AOjxwwj7eAUSgMHYOJDqQ7N8QQyNwQU8FdGrN/KA8wyr8oNCB+Y8qf9tlP/61u+5HMDpwKJ/GQdQCgwj2mv//HKUBzwQWEDlO28CCHBivwCh4bNewBjO/sFqxwEUBc3jy5ZyXzkeM2AsANghjwDatTgcxmEAvzmSwh2fNM3WsI//dm9Kd2Amspr51F08ULiEKXIGKATUQNOArTyUrX1AcsEEAJxIYf5T5qn/x9prMf8p89TWsI//dj+708SCJDCwKTQMiGIpkFwwYTz3veO2KGXjc/MAzF0A4FD6NAWtpR3wPN4t3133tTeQetLsCRrhDv0EUPSU2eo3npyDtKPlWAKuIfuR7Qsh0r3uibpXx9vFxfP1Y+y0irL4UGh7qWf53LtPSN9+O/gYgmYQUANcS7XeE/TCCPv4kJaE04GEc86984Wl49p7AyNj81C6Qqr3rkUtvm4vLzgW4cH72C8zvacB3DL0HTTg96+X0HLQgF/vVARZZzkvyx1IGw0eB+Kpgj8yz/15gBNfYoZLCI4C3LMaUJ8L7QcAZVMIAFSgccaHBWTOnhhjP9TsH8ADiXNvA2cuGtNwMdlXirjta5NKIlufu7a3uOUyMF6/4Mdspn2gZDdcc8jTcHPgDbbJyNr/lptcwRtsfgQChJIlT9d7Me0ONO9dRUCFNTmvWewCxkbZtvXRlziO7f8fBgDs3x0HUgeaOP4nRZiXCS+/T1q65Ol6795fDGRu7ATe/ZUB7GpR7C0fOyrtHaGD4ykAQyExdAxYtu4+pumn3MCd8639kydSGH2JD/Uijl/0pzAXQ8NIpTVxr/uYy9JkBapXpdeoH2drBCnEtnKcqKBxTTpYsZQD7KkkilAAfBBmGQWT+3iODw2BWQyW9qkDTRwn/n8ngEJroaay1o0ynnnOmw6krGk7AMAIPyAq5RusDXujK5zAEZHj6nYncIcDi3m1U6ndsJpZZABQLkD4NA8AbuD0SxzHfR8CKgqRfIlNovWjKYy+xHGiCrjsmP6xCgifPv6VcH8R5ln9gMR5h3XgQuG8zJN1Cs2PK3UhDSdScPOA+lxIg7sQi3kAg+cuZB5dlYAHPw1g2T1zgIcimw9+5VXmmo/Hdvj4UGFVvGrIA2D41FmuX1qf9qawDbo8m/Sf3NItVxcnOYCD+USzdHdZIeA6Uzr8SKUX3sqHsFLW2dEQ3HFWy0rTpAa+chSY6wIwGK5Ny8zI9nUlFoClvAYQn+ME5hYDfHVtJo1TagJD3+Y5sR2TeH9/JvVWFr4w1j+ec/bEgqWAt38CKGH/Ct4+kHRc1NNAEMQVQEbDzUKWj7wnN/gQAPzrH9GgFbHtF9PuQFt7jxv9iaBpmqZ++r0xwLPGCH9FK7E2wlUjvWcBsHzCnx7FGXhCsrB6Qy1qf6sc8NTogY1a1mSe/VFWn9ykoYrtOJD7xO9DAKAGNh5mqyS6NBeuOa/eyUydkRRQUB5skwUIzVvYWUvsv1WI/8spWWd5CAAgceDIGARZj0iqiuiBP7RiBSp+KvrChrp3DFgkR2QB779m79Hc2/EenICwyzT15uWjmADu3WWa+pZywB/JaaYEmMCSb5jdhQMA7rZiRNw1q7DmYeZR0GUB0s5MFqnhs8AJfIOF9XdFk8BHI6b5jSXAuTlYs+xgHwoX3QdtDev5yBoNNZXewT0H4CqDFDF1+aByAMXleGqnLAAV5RCqIG1juZXGntopC5Aikaf6UVO5DMAozqT7eSIFVG+XBSw9ARUR1qKk1rJ3W/cGN4rnYeiHYcO/aYMbrkVY8zCAiYkzjgkvy3ag//ERaD/RgRUfWwwsgrderEigSt4l4Xd944Iwfv/qWGkccBXOu/NuebPfWgOyfgY277Q8VvnIiNuJ0ruKPy74Kz8yNLdKKPUMN673A/B/TNBCPNssm2T7T3R8PaRBEVnh+eEHPN+vC+3PkWn9nmuicQAP7GLraQVJwFEE6NFeLMv+kT/QbZ3rncYNYHGwx2Q/ITsMQpB1syeIzleYk82it9OAcReAE0lJN01TlwpTSO/pnYbr5M2ObH1u0uvqZU5C+g9V2a9rLv8WhZYnZgdanrhF8K+XgPVZoZQByxknyHqPHwA+UYb/NxrmuDAAB1D6yRVdHb1CsVXh76XQ53/K/P8VGxr743ah+F05xEyDedVbHvhLseXeDavf27cflre7ou1Y614fByAW4rkQK9Q0QPyigFH2L9K7/nHs3We5maVVLlZYWYOzb7TtxyGRB1D0QltxDMLOnqAeCKUbdWypH7BSNm2U++zliapt7wX3VoYAHA+J9tUhnguhGA4UpJzaxrQj0n3Sfn8/4K18BPeezdqa4Sj14LHPfRS79x6yfetDJ+F/0/Kcd7UAHJA5UwnA7jomrxjOEfS/CZTPd+BoClhaWYOzxw8CvdbVgqz3+I1n/68ELrjwii1i5Cxe2RSKA/gASwqBZdUC8AVdbuFDGiCKgqz3+AefAFyFGLOdIk6g5JHle17G+Wq4VLsfqnd963CdmAAAZ/R1HTVnziMehyJyiHQXuFNF9n4EV4Xl8xhJAIOdAV7pBxDaGENZ9UN3R5Xd7CcxtsD1oH+4iXvynvL29gHAXhpglNoOoMQdF841c6LnIU9MG8GaU6IvrPcEuQXZP8cLALybHy9WFDusIDXy9u6RyTKzcby9kZ3nbf/N4atr8XJv5oI7l6+A2pGTLjABvPVy2LcxpAHIPCSN5zpkvefYtr3c1pjdgQDgrVgJnBpWeE4BaosdmOFwTQC3yCnYRP7Q8sTsQJ6GW4VLhVJ6g69sKbO/nVuBymoA0GLWqoKoYElIN3VZwJK1X7Nq8dUCPlYNKSQAKNvARc6WY/HiRe6hqm2maW7zwtHf5Pt6/5SNjwCwsKFN4IB9IseJSlGsl+X46z7+7hgcSz8C+JdV7X/1rm2maXZvcGFUDVc1C1q3uFh8eUO3aW/Xxx+n9V/CPC26LGDNwzD6R6e76TkAE4uXZ5WUbNSt3R+njgD+ZVXv9VdtY2kUnNYs01/rAQqfMs3uDW644zHP6fN9Vpf1mK1rpu3t1T4TyUykIcoirX7/sqr9u8fY5L57gxvvpse3kXj6XCn0z5Ff02UBtYuHgS+brWvtW3VvcKNqG2vvisUFGCv2Z3J4rcDKagAYOlk+JkVMc1ctANcSf2vbKgdc/l3P4P2DBuY5gAl/xDRb+b59KYyWMWW23dOPk6e8gPeJNW5Elb5dZkRCmQdwT3xk/VcFJwCkCuApKHuU+7nmP8Ishsl9+6m/ELCmyg3X2OD/GhOEeNlSQVi5uiQuNNR7VXGj6pF05tMpKcRCtxfwbt7KHABtqxxwlEGw4ysn4d7w/EPp1QnABMvurEd78WTE8nnAiVIv4P94LYBa5pOQq+HA0gemfUDAYGDx1gF78SFpJZRcu8CFcdYt3aWJFDDfM0P1W3liqvz3WPbrRqtzaT73sd9kv67TXW7dB3prQUbD7YIRbtq+VGoU5IgsVD/Yj5rKFcgni9TBqEc5tsCDqk8v6jp5dgC/OzaceOjMVo7jthpIuQFX+TpUCaheZY2gVVUewBPsCSJhso0I26pG4WY5/uri5VZchXo4Vr1qaCvHcXW7x1DwydORrzVL7f0r2eZAjg8NoWJ7z8YZWuMVagDM98sCBHnXKgCo3mlGPo4UHMdg5RB0AFi6m+c4vqXfiZOHAfVw7N6K2FaOD2mYKJ1vafLbONtkUbc7gcSCbcdeFrI6IbMspMtVQBlr5v6eCbiAkZNZOmVaxHF1u5dtO9bqBXB6HJjntwdLJ6rqWUKI3mNOa+fJNAwem4D7uHXCpMuFgkHUVMIYQ4E54FZEjtvY6wDYERgptvPTWek9bIyjoEgVOe7JHW0ODyqslJdb36/AwgUGWD5tT9XJjZyoYCheUprA/KMdWtKFWq9zAvEhbXuLBjVzMKm97UKXBSR++k8a9sYSGFuEI8c17fDQYk07W/6/erVvNnFibBmg8By/fQC44MWRFnv3gyKy3SsXhoSG+seCPbrfBafQbZoRCcvZmJ7Y/Tf7kM51UeYGs/7YXlc7O2cSS8q9UN/oBdC70drNgRSGT7DFlOxfsmmaPcEVAMbtMEdXBVZ9AsDeU2Nws2dUN1x6cT8q7dC7zaAHOjuQ0XD7MI53lXYtJIa06KkNtUqnXt8gKF+0A8fuZwF//vWSFnrEKntWARyL455fHvoAyYNtI9xSqdHY3Yt9dig+EjhyvBylMQ3RA9YSfCwWB+LhinubdBbnx201gMQaK90kRuHyLoNxcK8VpmB2b5gH588DKvyt285oWdP3/h1PfJSNDu8CR+zjH9l2T95VCJxWQxq00MYDABDdxInvlQCpdA7BFLCi4RXTNPXmiiQWspu+12+nmzx2mgVCfv5VAC7L0+Ap3BpQszuB4+aktxzGgCG7mRzGgJEwxzX9NgUsQHaLTFOXF25lp3586l4Hzqhs5PO6koi9irbuDW6UupOIbeU4PnQApwE1ULc7gdhWlsbgcHQMCTuKb2wMYwVQxKYDKUzEUR8xTXPXAylg37Mt6VUT6a/8aseBFCa8fkjyJ/rOuvrRP+aPmKZpRv6on8U0AADisQclAdI2v+fEMM5Fv63AOYZeo8AFLyqWLy8G4FpkXXssgbhiZV8QtjRXA6VFwHFn4QKhGvsWRMztc98r9Tg1qXHJYdRGTLbFd+QgewRCOYCqEDOYkhgHjHAtr44hqdVxnKjY20WFLY3zkHY1DI3DPkfKa4UrAIALR7azvNIeNDaWWwo68fuPhn22cZITCLl3KJ4JBR3rx7vHAWPfASDhZdmue48l4VySEzWRw3WamB4NfHPS6+pl3nJM6oEXf/WR7Nd1uil5GmYHMhpuF7z1TwtxKRKRIEX0z8UL7UOYLA7EajP5omzOAlj2e0IcAykk3hrhip/++Hz7u9UbKgBXBZYuWrH+iaw6HiwCULbtH3M2mDtWbbROsfoMi8vyngLcGzYxHe7APdta/WqA2zq3Ajjjj7A1C4zGnzVN09wlxKF8iyVEaq6Io+8I4PUtsVeq56EQVsaFwPysMJxCoMw6T+v3HnTj5OGcm2auTAJA2aPsQ/GmKcd+lliz2O4NTgCuP9NN09wlnAGAkm2m2XafA4gfyW1R7nla9th1ZMyBwmiIr9udwHA68VQC//KC4W+1jmrUQrxliPDW3HlbVc5hjPMBK7UDBtLHaEARObELgBN/LCmhUE19ygHwX2AxIadcgCpyHNd0BCh66uXNDYLyTlkpgDnjhUJtmQfAuTEY6D90aATAxHFLqt+PKgEscaa2vSUKDI/C6UyOr3xGKql662D4++2lw+ivUtp/W4j+9CkfF6z/nwWwcFWwR5dr4URviOdD+1FYgKptppmVqlrb3n4GwPygaZqmGakBUGBnuoY32GN2b3BhDCc+rpumuas2jvb2pc/LAlC7OIn3TcuysOP93KiVdbMn+MykNNLxH+2BdwwAzle3maZp7ioDzGlXuRg0Mb3NoAc6O5DRcNvAzpdEq9nKZx2n+S3L4P6h1Js5TvM1y8X7bBVQ+JEGwVEyjvgFrvhp9xtK7ToWMrB/dz+bwEX3dioVmZXhOMvKDADjTlRtM01drkTqgKoCgBF+mS2xGgvuQGL3ThXAirU8RrZW3Cv2yd3/cQmqBFVkaxZAzVIj7OM2agCiIZ7jOL6lH9A2+cLf7el3IFktR2ThjL8GKH1gBaD29DtQzhbyzW6/O+O0wKSbqp1KhScJ94ZuU/9SMYD4b4AVa1dh4cucL/z1FgWZKIS4NYvdfGYxgLEf8BzHVAIWwNrH6Fma3SK2Y9MXNgDjjSMpeCyVmitSWBBk3n7PPKCMHQaNMZW3mgYAEOQ2nxPQrbnz1hhcj+i6/ACcmAfsPWhnVFwU/GsBFS54GpsFSBGze50TyX3/5fhqSOtLRlOWqaEGeHUM8EdMM/LoiRRGfxZGfYPwPlYBOH/ikxtX/C4OIFXkQamnovbZdZmDrqCqiGmAFgXYNhaUlhQmkyh+ZGPlR2Ij3+l4q3S4OO6JSY33jSP2w7CBvX1xVAlwA1Xbep5NB+4XYkkBUP28LGB8gm2VzZwb4mb22+kwx3EcJ75j/X7UQOYYUA5OFLzGcxy3sReorT/yNyEN6D3mQQ1nHRBqL90n0BviOV/4ZxUr7YyQmjoEFK1ZC2MeAKReb+I4jts4BHBFM/+DuU4T00l5ii6Zqmh54JuTXlevww3nmiRrulzI0zA7kNFw+5DXcZraq3ZyRUB9JwYseDDY/LGzbngKljxdk+gD7lqUSRXg3tB9bHOiD3euRO2G1axMWlMFLFzub+0WYDngo7h3w2+t3NJrLE9D5SOoZYV8qBfx6tC3ZYQ6Knsia7QcpXM21JnW+576xAAA72eC/mCzpJ6sQH/Lc6pxcOASPZC+qaigf4wlVPCeWgBgIsyc8FpFpKfehWk2Bpod4nzgXruZHhQBC5dPJ5zLTjgNAFagA/c3/ZnLSx0AFqbX4yMS4LFa2RNcdvedKLItHg9qn/8HdHW8XVGAO4sRSy80AACK3Yi3t2h47aCBu+bCCeN/7pfW80NJB0pPiezJemrZ7gn/Z1c5ULQsyvMhTVNeW1eNuVXCM/X/B1CGstE4SkuWPP3xu4B7gtbGxYiEYqCiWTdNsyfo9a9vHHaOw4EP3jH8T/sR0+LDKKiIS+u/VuOBK/r9rp/9+reAoSEBxLZyW2OAtpF17NAEih/598GetvKM7h6pWxaAVVsai+BI53wu8LCOzeTvrtt9BkmcOGTX6+2yH3QcHb8J9uhbsoQCKN+i9wQfq6zJZIQE8EHfILzLSwAMt2sAhMZiIPneTGElNDG97aAHOjuQ0XAbkc9xmsI6VGC7lUXqLQEoA/x1KxOIz2uof6yyBoUPiFYSiIiE0v11Ab2yBkU1jb27rcMDqwetOd+Kho9ZmYP9eG/34l3sIAElxkIdRQW9u/ezYytr4Yl2HKxvlpTPV4h9VsKHi+aI81auggsPPQzA3xq5rx8VzV/zZxWC+Q3WLGeREFa8QOamuySUnB9mmmw95wGWbrP2+PeLvi73dCdbAihC1XusmXqzyz7KmSU/OBr2WcItFJHjOF94cOF8Nsu3LZ7HP82+n+sCatIpkNVOBULmpIQVD5Ri1Mr30C24e7/z37o6tMZ1D+LhlUBMM7DiIwusE0YLiyFsaRbwSKUXuANJwHyqle963enCcM0u5smI91p5lJoOpDC676dbdDMi4a5Xo56ST/PGB6Pw1NQOAVV3FDXUC4tcGDlb0yBoHV0/O9iHErj7W3ZYE37/09JKoaoU/CcGw1vUODACxPuhiLwSxxh6Q1+d88dwJ3OPPgGAqlq4y5/drAe4pnEnXH52iqhLqQst2Clje3t5WQqeIBv7R+LM1LDSSJdX4NEKB5zFG2rT4hbZphvgXggMRk+g7CGrwO/H0kUAfvbiy1N3jC8DgAWNAgCtfQRwLJz1mIbL5VDrlya9rvktbr2001fETfJAb3vIaLit8K+vCYkhZHJAKZ0Zd7odCNk/YOfJWWhN+tfWeFD1ZNAL/3pJaznezM7TEhUMr+5u9fvXS5ryC5S/ylIlhgYAT82KsI8P20cElQFC/0Z2kIAspWfxuixAC/F8qBfF23qCXn9rZN1ANUt8yYeiEHZNDi/Iask6IYG33gQA42Ac6G95Ts0uhNEW1tBnZjZqSpGsm25UPCfGq1gOK7ksDoxszXgags+sl7TQjkkLDQDGMWI1k28ZAeCpSW/IZDtC9cyWQilimmZP8LHfe9Btr/YbbWEN6RjSydR67kSfvfRQugR+69CyundWIfaTEORN1UD/PlT1/7zLwEI3MLR3zzjuWSNo21u0qmV+rFi7DABGX+L40P54AlBZAgMr4MPUt7BVpIHtPCcqOFxRu1Kq9+rRaMWdg0ecQCyqdXQNVpcgrnScqoH2k78LaTCQyHZIvXZSi6H66foVuBNTUowBWlhBAlN9/rFe1yOv+naIirDsWJItx3B8S79nOV7bFMKWZ08MoeSD8PYBAHDCsipMXV4NDPTjF/0pJO9a+0OWkwvA8YxxdnQ/26E6tM8qUFUceB3AxHgiJyOkmTgMwO0ARpinod4FpI7egp6Gaz7GK8qvs19XL/Dm5KZ9oLcZZDTcXlzhcZrVK1meQetbUbGG/1VrV1iFy9J7FnCPgJXVK4I9kXUDbLQR+2S95x3LmxFszUodkZ16AQD8m+UizcpRKaBmCRuzs4Pj2Xtf2HimR5cXbmVLHk9LEOSv+YFMIce3rIuY9pbNrLhEewvlMV1eyE5QjNZIEP7a2lgofcEPGAf70gMlH9KsaXrDHuBRaanVzFF4WO4E72dDAsqQI9w002GQj/34dGSNpdLPg3o6ALBwIaQv8Hbkv+WlYDfyhQcBlH3BkvROzy4hBi1UF9KwUNa/JWmhHfpnQwKk++K9aFc0wF4HWsiWFADpeZb1gXH6x4/BCCzmtxdUW6W6XItEf29NpRdH+9A/ED021w34pZrQzmgRqouVrQqy916CZV8EojEgHg3t2APg7ipUZa3jsBUWD9Jhm6VwwQUIcrAKuKDyogJoOYN0/BASgLb9H/uRWX1wA2OxNgOAN9hr7hKAJYsdKFob9AIsMYWDOW+6P+oAnBfCPv6fck+QSLTzvnDBRysyJYvcSCWsW1v5ObQxJ4C7ZvY0EARxBXDkwPkQkzmv6BLknKcV4EREpuxBuIm5Ec00wj4+2pyuPlUaOyFqpuqNjRXt7Zb5IkXMVnZQWKgmYrbyYR//HQ3HC7Hor813vsqENS/mt8dzRQhVwJ/rPcHBJ+bXvfPMlvHw9vsj+qdb+I6TqPmWub6Ta6lu8zzXtNve5SFFzFa/8dy9fEs/Kpq7//TFuskSAcAFz1P6sc1dPv47Gt4D5jU239/+onbvSrz3FjDmaW4Twk3vfNl856tG2MfLBzEwjCq57f7nmv5nGRacxae+vbNP3BSF8LfWAzECi3mFc6HoP7PG/Mw3p05L+iNmxP+zR+bU9RRvM3/3p0yrNB5JP9aqi5z4mgcJW8nCdd1nfwrfnDrtwYj5ph/G5+fz/zhW3Z18+7H8Hxs4jmttbb2MCrcCm+b9KPvjHX/2/KQLbgP3QyAQoLFsdiBPw4eMbG+82qmgpvKSQykudZ7W1eozFVvDqxI7czNnuimudTPTNxKVrDUAX9hgebYhRVj2iLTPwDRN09wloL17yWp2PnSj1CdyARXeYE9EUkTfc99r0zwxqX7+uH12hRH28dsBWJkw2TJNRNJiAlumOnMesfD2s5C+4PcGmxu1w9j3l+w4qYzFAEs9vqUfaySh/9d/tz0OlyfrwAdIEbN7g3usIK48Ehg8fgQx/8NzgQnn73nccU9dW0QaAxBvy7M2owAAIABJREFUabLCSzg+pGFgGABioabdCYxEMdAPRdykAaPQQn/JlocGjyeAY2OsDsdxdVoSzjX/4Adw+IgJnDsZ9uVYDADiCu8LFyxwZyyGsgqMnxkAfnU0CZd15NigE0iduAWXJ4grgx7o7ECehg8dWVNcQc5n/n35crO4pre4nJvWd13TZl5u6yZ5GiwBsK/PfNKf5MR2fyST10ANcOKQH7F3sK5Z7tsUbdarW5j/A+H7+VAM5V586h/afvmHTUNP6n/73kxawVbACPv4b2oYEnaaPRsBNcB9uQ/Rsxtq9y/6vNy38fUaoV2BXePrGlZWAWsatR/9M05MCXj0oDRe/X+ujlohB0VOjC4Rqoa0mBQxWyFm77NEY2N5e/sAmM/gU3fWvTrDORAlhZgYR8IfMSN82MeH3gXirAlalbPpt/dGzIP+rN5Mv1VFTny9GiN2Mu/yLXr/Z9sW8y3xNRFzjx/Gcwv5lpHyNrP/6elvPC35eBom5WuatS2FH1o29u+aVLKrYnIuWfI0zBrkafjQcfHjNK+J3Cyup8Vw0Zte42Zedeu8wR4zUmO5MTg+VBMxe4JeqJ3t5RUoy1yndiqQvvAFqX9AWp8+t4LdyBt8x4w0YsCoWuZf5p2L0T1d9fY55RmkSE/QC/U5lomSMQ+CdM8m2+cR1fw7m+K90vo1AIuZ0EJWWsg4cPbP9Z7Nn6jNtRgs98XjmF8ezQQpjiaBIS1mac9n8j8AgHUmlipyHMcshuqc8Agny2DdvWYO5i924JcvWGZZHFi+Qvu6nQLL7oJte60YlK/XMA+Q/0+EjMUAYKBXh3doDHC7D/o4O5b1ItDE9DaDHujsQKdcEsR1wBvsmTrt8beaZuvkIj3k43OOdoRQzfuDbNbknyJkPgT5X78KhB/EO1pHF99jmq3ALh+36eQ2O8SBXZeQnvYDwPBRxKDF2rOEqD/6iXUuphUxYfk+TgJrtge9QGUlkD6AUtop94lcIGJurhbe6xvF/Stw6tOWa+I7mic2FC9fxAP46N1QD6FY0k+2egF818dt1FC4rvvsf9rOib9g+buyz7+MKzynoKQQxZX3YG9vtM009QD3pwoOHUJ9xPy3vqXcV44v4JlyW9dEzHdYaEdTeHNP0Gu88S6y8ZTxMJa7gHgXc75UFyA6cZFBY9qJaT7DzC3nWtiohrM/7vIHb5QmV8ZUv8K0kKdhdiBPA0HcOqidipBOwlHhT28cXVvjSUcFcBzHcS3VOyVFDKjA4NvDk2ImdFlQeyefGu0N9kT8MaDvKAC1s72iPB0doWwKaYDyguqtb1itnUC/mqXDmjiApfd6gT0/P4QlZRhRLG/KRs3z6H2O8VfrOPEXALKShuQk6TgxDmNvP4rj0I1wi9LY4AVS6BI57iungOQp/X+z9/7hcZRXnu+nkGzLMm3LtkxjbGELdymiLTNIAcJWM/YQRLhVmhkkZkYRO2yUi5TSbmaS7s2Mc+/EAj8GOdkbz+R2z2yyo4o1G2XZRdHOIDFz1b2AHca+qJaAI7Nj0SiuMpIR/tHxDxk3lmUhUftHVf+QLBkCRtimPk8/j7urqt9633rbqlPnPed7wOzp1NVqR6e8WdU7e0y7IntaqHS+XeXSV7yUVHGT8tW5wNkZgjkd3AfTawx3QucG19Pg4nKFoccNZhJJwIy0aOhMeV7vjrXKMvhX4U2wLhWbEOJvGzUpbMjEHu5KIt+Z3Ywv2FwX+nLHywZ3T2le/oZMLPYfI+ajVf6KQa3PlpyQWy2r1YwExM6Dpi/4JxWhRltKKttnsGQlsOmLxbQMri3mSz90AhwSL/4qh7qo9ZUdgvIiaIqgcRFrixkahBE0RQTQTbxfDa/7SUhnNOuw7C9LYcDsfjYjBT4O+YuBxBlgpSqZmr7/+VE+qDT2xRs//m3mYmWFTz034apzLXw0XE/D3OB6GlxcriTkapWUJJdDqkiD2dOpT5XbNsKS1mInieTxYNSOmRBDOugD/nD7TDET9km+Upek42+m6DRgRlpiklq3PyQq3wz1+Zfa4QiCINwqBHqWej16SBSExr6pLUlF4AQu2DkOQ4NoSqb0xCQdiuNpWNG8xemzragdVUGNGqGVVEmLAC+g7qzzQOIV2i3Lal8NnHgNOHE0JbtphCUyfo5sJk8cxnz7PeBtLS0jzfnZr7T7YHqN4U7o3OB6GlxcrijkzWFJVAL+TJ6F4vgMmkK6mkqySMdMqKGWHjNYZX81EzMRaxKU+khVb3CGmAlAftqKLhaUkBq10koSYoiw0Rr0tT49JdUj1iQoWqiefNmwosbDgpIdHIF+hrptasdzfqP3+nqh8aJMjkLUn1qtuwuFv0pueLJl95MA8s5OofHZbvG4ZYEZaQEgnwf/3mqV+en/bOoYrgj6gIkl8PbCRCQgbh+CISV9B9BFoTPcVpaglHQdK84nwLd6MbwzxgSgJxfkXFJGejY+ZnLEp+5XcHH5RHGNBheXKwtfsNcqaRLSCwBOqGJsh207TEWuVhVlR6xqeiUPuTWqCorYVGJtzmyconIlt1pWdVPmWUyNWr2p1qd3AZavGn2nx4zFO9YW86UfGv4W0c4FDR1i8Z3V6lZlR8z4YjH6YHlNxf43+hhQo9bmg6IYMtPrCj9vimGnoK715qNrYtZixTm4ww5aWOXL59d77G7duAhylwV7Dabmu9o5pQ8/xkCWzsTEr4fgCwtzmFi2zfr14+z+7dxKJk/PrtMw2/LEVRfneOXztfumqKv/ePd019dlwV2emBtcnQYXF5epTNevNG39BPU/23qUWfoTbQGh8ZBqHG/1OQoKD9RpW9OuCDueIDsUsXSb9cbj/PS23PoDk0zlxpry4042Zy6ZqhJ3tIXnN8ykRbGr7HuVWlbbpWHjjWDnLcKWk4UkT6a2Lv++dXLz9C/bzOa7vvYUIT915sBoaGpqmnG7e4O77LgxDS4uLlORN4clTcnIcvqqaktJoClOFezMkZtq/SS0+iwBz8XpLImonIB728ISaltYok5dDwPhJufQgkcywRl4c+D4a39oWZaxcT5MrJCQJAkPMBgP9mapZhrNxSDttHqD48MJsoM1juw5jPn2WUgW2HoQbSuAeZcMhLyYy3YNs2h4Xct+fRKnuML58e6i7NcndJY5m9DPOK7R4OLiMo2pSlSCIHb+QXO6vqcd9tgUAzi8ZxhHG8quNbZVq4vabojYf4gBHQ0hHa0hdIjF1ZEv5dkJmfUHJjnzVKrp2raqxCSwYALYe2ocFueVRdtrYa0Hzh8Csz+RlIu3CoIgiC0LJHjXBPmvw6Vp+8UDyTeG7JiGXNPu+DMXV/Ceghs3d43hTujc4MY0uLi4zEC2EpWzXuHEPJiRz4sh7VuRzXYmX6kjKmVGAmJoidyhBO42eoM++f8oZm+6ZkSCl/QXC8Zs3e2f3pZbP/ywNfJfnJ3mc3/SExu7bjXwaOT+P6l8sahWpr+Zw0koWjNNwHtAB10MsKvsewM5YK9yJMFz+yagNH/LoJOp+b/OAgtnH+AnlHJ5MW3rL5LtzGJa3CVXoXjUFYLrV5gbXE+Di4vLJYkpiuZVN6djMH3BnzUXM/CcMfUwX7A3qsZia4v1uAHEhgYltSyzO96yXaesxIcZacnyNAiCIIh984B4gyDYitMTeqUghvo4xyICDwR7M3W4sgS81wwnScdFLIXl64C9h0dhMQDl/gW44k6fJdwJnRtcT4OLi8slkf+sxlOp3dO0+XirrY9g9vx8UAo/L8PuaUe2RusEpaP/GCC3WrIZCWjxZqtVfuJWYesAs+k78c4FSutqjnR0JYGlqDvC+xpDfUxyAQBfVa0U+pagKQBSKWU/sFplI1v7aQS8K8B85k3w/HZ4Q0/IEXfyzLm402/KZ9Cv8JXOH0zb8tPab338Zl1Pw9zgehpcXFwuzX3PnI3KCS0rxKHW6A36MCPBVCHsdJTDYkBvSB0Y0u2S2z8akMKG0VwMXqRwe1Y18F01HhgbZ6AXEVkGRtAaQ46G1AT/47lpnTkwUOEXsQtWZTPwt3vsN8l+2tOBkLOU1gT3wfSaw53QucH1NLi4uHwgctR5jIs1CYqmh8SmkihKaIMqva45AQeaImhIYcMyegJivDl6VlE6kMK7ajsrQzpwuKdn0ENFkR7qlDzphu975mz0YUHp4Dqg6BuW8flbxJZBNWr4W8Sfvklf+W2RgJAd05CkLyQKneFdteBNJXTOh9ziTfi4hZ74YVvkuiKfKyOm4VPnSqvlfVn8ChfjehrmBtfT4OLi8uGRW+08Se1bLZoUbvRn6lDtqvHAkpKUwrP8ZFiCAyHbYkAPVYb2k6/+7PWo2qM7/ommGGYkYGtMHu7qQ1MEsWWQ4u2tMpym7ziw0o5pyEYKG73BNfFDpOUYxiFnCbBpTT5Ohe715y7gxjR8lnAndG5wPQ0uLi6XZLrWkxNk0HmG0M6yzO38vmfORpsEJRDZVZs5SM/yEVTcv7pvig5kKsThTsnzajzJmdTmwS2CsMV53/8qiIAsE4tBVi1vIFsgatXdQOfAKB5b3On1X01yyYJVVwsfvwLWNNfCNZCv0fDa32Z/bLv9335aPfkM4hoNLi4uF2NOyXT0kqmGAWakPnRaYuCMFNd0UAQNdWe4vzFUFo2qmrLZW8EK+yA/xOuiURSlQ47+MiqbKUHJ9JvdDy2u/Odj73PGV1NurthufaFFaNDzKBzjoe/e/9PvvLBoFfjKvJ7QG39uWY9jPnaLKAR2Wr0NhiPulJJqOLLnMFUpcacTQR9/d7PQcHTh7LUnLtfyxLmp9+BFl/sGfNmLWVx1JsLFzGgluMsTc4O7POHi8tnAjASm+26bYrPuEkO6HE0pNpJIKTjZ+9rvbV6mq+o9ep0qoUatqKo1hnTQ/obNqnd/Vx+aIoZ0BuJAh6J0ALHHY2DEpwtCr1lfyMioRenvbloIsMbrwbuCh7ap2ncO5MC5A5GAUJmOtxRbBkFvFAIR8QPFnd7LueT1cL3Z1xjuhM4NrtFwMbGmGX99M/61dXG5mpiidhBVs7Wis3dFVaSwkaqo6dSzTh0QVdn/357S1erNfqmDZqtVdgIdVC+xlk7/OqRS++CoCv6lqXPv645dJFCN+ZOnBqm493Y2brA3rNm0isSwWv14a7Tu+Dkovm2WoRze8b2BvOXOh5S4U21pPhNF2yzLsna9d2YSoWD2a3G5VIcXtf5Z9usjtODym/K1ymPZL3ujKyM9N7hGw8XIrdl/PEGypewzW6Sw0Tq92qCLy9WGvDks2UJM0xH9kh7akWUY+4K96ZgGeXNz8eDQHcOKGH9A1VoyFSo2P+hFfy5VhtuMrFc0iI+kG7FrV5RFt50OialkTDFaXkFfh47WYG8RQwOU3qkpglODe+/fl/QaYcnOxoSUcdMbXAOMncp0MRPTcH6rIAhC5fNjMHFs9iqX7oPpNYY7oXODG9NwCcxIi4YaTa3kAiC3GuGAWB+pmrLVxeVawhfsjcaFtBDTNAt5z88HkZr/urZNDO2V6O8xg0EfmJF6banE3v5UPGP8FF67AGbsdwWlxxtsWxdp0NGUrdmN7d9/BBbD2XypYlS35RkGDrAIzgFQ9AcyvvleT+hFpwz204rQn45pyOKtPYepiv8azlk1FXTZLeXMQUyDyyfNhwwFdf0Kc4PrabgERlxHrZ7uU/CVlDHz85mLy9VEbEdIV6tlJ+RRU6Y8oSma/Uhv1HnsClXpdbkn/lJHanjUF+w11BE9Hesgfq/MeKM9XK6f4thbaIqoJXAEoZSeG3NJRH7xaFhCKkXd6fwbtSzL+BKsys+BUf7Esizru8XAWPG/NyyrvTgHTh8A88X9SVLSDpNwdNCcIu4kyStgVH8F3415gLD+Z5ZlWd9dCpPJ2YfvPpheY7gTOje4noZLIPolOg+ayFN8CrFuDSksflqdcnH56EyRcZbChhX0YR7MaDPbO2JNgtIf3iwDscc6ktMaAKBBEBrSG9Wo1SpGAqLYVG0oa0P7F/pRv1yn/WVH1cNSj0a4bWmooccbbN108hb0BeH2hpIdjfqzlAEcPjFKgS//iFVA0gTfXbfnM7g8WO+Dw6sEBvOJBMTtQ5kejMLQdjGwYletHf8I6LETkLvuLuBzuX+ln2wRhRZYnwc5HmbF9TRcLj7pHM4PmT/iehrmBtfTcAl8wWZVD4nZQY9mJKBoUrjdXZtwuRpJBTMaYQnKSmb7FZ8F/TkDiHV3FK9FjVqpSMhdaQVoO1jSFnpqiZi+4BM1Hk0Rtw9BPI62tYMk+2i3omWhhh4gEbFTHwZCoqBotzDKWcD8h72jvL4/SWLYdllUdo2Ct8QHHDkyAe8tC/buqpl670+LO2VVnyB3Ueqd/aZ8KTB52o1p+MzgTujc4HoaLoncalnVTdk/PefpzMXlasYJWgj4jd7gxXvlxhpPR9e3IqZc5a8Y1PqGj0XqQ4QNmVhTV1KNPg7pYMlga7BZDbX0mMGqTRtY0Wzc8CdiSwLvaN2DUoc2VcvJu5bEkP32TZJ0KEIH4OHewpwXR8qlM/tS+ZiDP64QlP0AzMNOy+wqcCQZpFLb2mnbm5gi7nTd9UD0VxPkS+Hb94b0/S+NQc6yqz+m4crXYrpC+uN6GuYG19PwgWQlU1iW5cY/ulwbiH6/HY8ghnT0ATRFSKVCtj3elbRdAmKoD4g1hHT0kNj0RLe2tljrjoFTCVtTBEFQNPTQN1P+uMKVeEdJyJV+SMk4VAHzZeP4YPr/0a4aD1KbFVWRigA4kyirQ41a9R7gVOJPLSemYfQ0+H7ndg+pVZK+AfqPAjfdMHU8o/tfwTw+BqOGXbDqux6YdLMnPju4Ezo3uJ4GF5fPKAW2NnOdKnVoTn0IUQhlHZCKVYg/oGpb+9U6basGGQ1G5FbLagU7CEIRYyCD3y4iFWsMAboOitDf/PW1PT+K7YiRTlW+7/tPSvXJ2MH+cm/e/vGCfBY0br77ufqDsd+an0PeZNlKYFUqpmFKwaoxW9zpXaM9XCqGBuyNHkjm3YBv/Q0wfMweRtVSYMEndfHmjivkOf4SVG1vmbalZ0vzp9ITlznANRouzVQx3QzqFCn+K5O0Uu9H2v0hiDUJLRlt4Y/Mx+/IlcJluiCfEL5g73T3bdE3LCtqRgId9u85NRNi9owEey0w/c+Jf9vhfOuFlt3I92U1Yx7sR43uOvHlSr2baK9BQIw3G/4W8W91lpWil0k/7LV+tymdw6lGrVa5pExv+dYhfSABkERa5auqZUf3SG4eY+ecgM0cWPNAsPdPmfq/UAobvUGabhzIW+5INaTEnSjN3zK4fJv11uPsfmBeJbw3e8GqT2t54kqrOfnx+fgmwuKp1+TsR7om7vLE3OAuT1yKWJMY0qeI6KW4Gu5w2YI8Hw0zEriU9uXRfvTOvR/nBLEmIRA5/HFaAD6wn1dMm580l+7zRxhRrMkRPz285wAjqmFZu+7PY0KvbIqld9n/S9j76pr1hXaOpZ3AKYZ0TqpG7xtRVVOKbxGUTHBDelFjIHNL1xsFMaRrWkfiHPmpjZOQOGq/zf5vmDbL0uJO+cVsuBvY+84onmFb3OnkQqbKP03D9WZfY7gTOje4noZLYCdXbr4K7INPiBmeTV2uYNLz9dGcN7EdIV2NynYBScDWjBSVgL+trCupRlt9sYfFF8ZYuoH+g/PvXcv2rATOga1iC+QVMlbSvIWWE81RFIVqH/iqZbRYadj4J+pncNutLWb9yvwefdRTt+vJtypDOowWhY23gr7vrRS+c/zU/w8NVbVSqDvWKstZQzOGEyz1MxIHGB3k6AkwBw9BcmPU2iNjPrZY7CMtNH0xs3kapkkJufWiPj4feEk/mmthGq6nYW5wPQ0fwOxpaXOAGQkEIpFUKYz0U2JWeaHMk2N2xQx764d/sow1CYIdBWdGAkJTJNX+w00BIXDrtDOlT9TUdRQO/cvsXZptTM5xkUhA6eTAniMz7Z1aTCnTpaZYVgupMx3ec4C9r840KEFIjeyi3me6OWPn9bZfOHpHqa9P7Uim0UyT3R848g8YSKYn6eY/xLcyPQiszzgG9nZP6artD8iKdgTnkT+t7KRoUlur7HzdHrsY0kEPNWj2sbayc/KAVFt1X8ugZX23KGt862sqqLgBqfZ3VoCtcmKP4OA7FDFgS0cDa2sqUNuai0EKqTA0SI8+ChT61gR7t60BcodDoiAI3zmeA+PD2EGX2ApTYmetLeIu/6HkWAxAAQz1GfiSgGev3XUzBzjveho+M7gTOje4RsMlEP0STqj4p4YeChG10+KdQj+xJjFUFnWy7fuVlIs4peBnRVUyBQHOds9qdjj3iqYnmgSlP2xYvSU7nBtIyF6Tiaodmg6brXQu/pQTGf6hIac5+4aEFDYsY8vziqDMepOLNYmhsm0qgBaa8tRpHyaGdNsTnRkagNZpB8RHVU0RaveMOVu//tDnL7JR0qdTNKnNviA3hyqEh50uKZoctYxwhX1TTHfp4utZf0CgdFtUtcMDlViqIye+KDkTc09T6oJIftRwuELTNPTQY7NZA/a1jXzRmG0gdk+iqt28eOsT9t7zaKHOL4YlAE0R7j/R7szIt1IWhjJsz8iWo3H6jxFrquxKMqCFxsKGFZXt1Aa51QhLqDvDZBWVyPb5G83F6H8fA/jFa6NQoBqOICTURa022U6GACa4ucQHmJG/H/Y3G3YqRAGvJ0YBykrum7ouZsR1KVCR/ugZ6upjV/tTgxT/Otwfbk9rMKws9sHjj/thoihsWJZRlzcJ+UWpiUv/jxAFQQhEdv/iUMZRegakP5Axi+eTTrP4RZJLulJnWHW0LEDTfpn9mr2BD8t9zS3Zr4/f4Byjqp+f9vpNW7jsl3RGZptQl8uLazRcAl+wWUVTPt2VbTVq//1NVReKdWvpJZNM1ILcmo6zkKvVKQ3MZnYYYQl1S83TW59Vjd6gz7YGjLCEus02O0R/OV7KVgK+qlq7tFHW2X3BP15rn+GJb2kUNxtWb9CH76shiVj2Pb6e1E2uJdLWrUnq2a2aGrUsQy2EVJ2C4b+xjQkpbNh3bl9VrZQx2NRmexVb9EuU7u+6I2pZlrFl7ZBTYSBD2gKIqvBaw41NJshPhjfQ0Um7Xfcopgj1/MyKqqwtdrp00fU0D/azdj4DW7urLUP1kh9zfgWlbG8pi9riSEs1sSkW69akLV8sQOu02yyVOqYO2WTKBd92f4vYFJtxIMcO9lNHi0LUsqxoHUe2ft6x/bzoP6fdsoxwKQydMABfmdczcHqbZRnhcryxlogJvq9+ycuhX5hya/uGHPJl45dBH/Kf1XgYTLlhzr7SqV+sjG4Pvv6Pi+nrNiH23Ml5eMb794D5k5eTXrmuQ7m1LebFSbLIoeNbTwC+4C+t15/0wRFzlPdEjo3N+AsW/ZLe2wcb7dMmAd40yiu4/6+jZaH6rtRN/tAvTIi9EF9E3nBIFASxYwxYdEuwd4Z7QW/wvlVLmUidw4mC8L0DYNfVLL99ATCeqZc1HffB9BrDndC5wY1puASxJkVjmvSuw6eQPeErKaPzYMzfD/4Zdk/J85DCzptk/wEkFcX+zyOVYpsd5TUViqgBepesStqOWGur3BpVBUUE0DUoBRjnFHtfzSpYZB686OyJyOcjR/BtaBGFn4eN3uDhPQcofZh6QdABL+qjmfc3vwKn6SiVsC+plwInEm4wVl6zfqsGiCJq1JIxD854FU4zcEtNvj0eL17Y+yoEUnudoTl/KgpI2OJCa/MpfSRrQV0PifYRhUMvv8IM19OI6+s9i173ql/oFkQNmO/sWHYG6SWn/aV++vVe4PZfOENWdKBwypDLDOBgP9IZ54K/JFFw0JxpIC/GB8ovjOmyN9X/or7Ont0nI/s5hVc66TSZy1kA859fSzKxVRC2pkdkJ0vmDxNrqj8wCTExEDF6S3Z2JeHlGIjAW7t075tOdMA0zJ7oYH7i+Z+Y5okD773P2Pv6P8TgxSES+XfvrOpo7PHUGdbThx9aXBlLYj63m8edBAr7dLmGFDTaqRfj0xv2ldzMsJ634VTsQGbjsa4+UBRAChvtJ+4St4+c+hUg3y+d6/i1LJmxA3A9HHv/9Iy/AzCPZNkDo1B2E5hHkoC9fX/ifWD+0hm/DHOYPbG75SrLP5yW36FxdQRhuH6FucH1NFyCqbJOU/gUsifMg/2UlcglZTPtiwTEzlqngnd0qqcBXUt5GvQBnu+NHdzL/q6SqOOtfkdbImstETPWpGjezJeO7JkpqcF30dkTr9Cy8Tzma3VGJqh94CXb09AmJdB+cOKLEmpbc3GCtxaWMXaIAb3OfphOOJ6G8xxnf9eGbE/D1LPsVZyV+BNj8GZXif2AvpBp+XSmMzTb3a4uwKsalhWtGhpl4CXad9V4WFkE+MOG7Y8/yVsLZ7qeol96PWmR0H5hexpyx52YieE4+m2Op2F5HP2X88uyhhxV8RWfRPuB7WloLk7QfxSM53T02xxPw206+nPGTANZ7pf2Dx0hlh77MEdPpC7zrwrbLcsI+5jgtVcBTp3NEkyAtVucZYKb7/bZnoaCR6zeoA+5sWYR+bHuGHCeg+eKE+qq7lS4wrPdmfgGX9VX/KMM/bX45WfPz7uOpfN4tTvyDzoFfrWqIax6SXY46xrz87CSR8BZC1KeBrDQ7aiF7Db7/1wQnEiIsQOvA0hbmn1Awe87stSWUdspittHyMU6rUPsBT0PM3YINmxpXkoOnmUzzA+Ar/pBsi2C/qOpd46nwTtvlm86uA+m1xjuhM4NrtFwpZOKT3BKEiJXq3pqVdqMBOy4NiOup0I2HfdIFqXbnCWM2hoPefPld8BT02hbPTcFe61oNFoWqv3xPqS/MOwSA9tKZ+tN1tnNyH8eAk9Bp7J3AkY7Guytz+xNMj9uVz5sOJZP6Ze/Wgi8vX8Q9IjGUIIcqVHGbP56R6pMwELAU9P4eLWkKQnVAAAgAElEQVSqh3YYwV6rVTZ/EtbpPwbAaQbQwz8x4XD8KMzfcEARBEHcfp4CeGurIFR2JTmH7Z3OL+5wIuaeXce6tA9hfjwkVnYlOXZqPqVfDvrMSEDcv9LD6WXTrmfxLc4NdegC+L8gs6c/wcKUp2E0BzoUQRBDhygowpMXuEvSf/TyBfLjIVFQNN67Pt9+Lwg78m/3cPoIzM/zUHqr2B7RGb7z1lI8efNZMQl2U8JjJ26iACB+iP0nM/mGG2XyXqxsGYQJcgvKfJjtkaPkMLBVaIodNs+lrh7g5aYVwJH4KOY/RZqE+gOTnHmqKQbEdnadY7RI645xYoR3Lwx6tK0vhW37MvqglqmsYvb8ND4fkhgjOTmFjFy3dPT58Kvkn4lrPeae/oT9O1qzycfEGAX32JEdJc2GZZ39/krAiZBIt+krKUO/xzbgHlmEs4Sgb//5KWD0XTu0sSnmC/ZallGXP8G8myUQ7y4f88CDO8Nsb1kjT/LF1Zkw1SwCkd3dz5L2NeTD6SPgW+Vhqqdh0SWzJ9wl8BlZ2fpn2a85OOOj/xjOfn20RtwJnRtco+HSZOckZDN3cQ5qWdwuL9wfdqLGW41wv3NfDJVFe4M+O+DBKW3c4o/awQ9pBp52zI7OriTXLYktuY5k1057AEcjASEQETeHz3f1cUYT7ejIrQOzdidz9nruWg7JPraFJTYW4cSs/2gc8h+xn/W/fnaUcwDs3dpTnE/pNsuoy2dSrxQE8TVyybH3nkcg2bUzlj207eRz+m2IPRYawIsU+qoPOHcdjB9YG7Usq60iwRm4aZtltW/I4dTLJuaSc4wO+rZZlmUZdUmnbLPSv9zukhGWWDM+zsBWOwj/33unjkgQQ6cZut8OKvzjRZMQbxCExl/lOWOPH+LUJNRFLWtXzSgHh0mOjW+qrSA5zihIYbWUwwcucNM2O6Dhv5rvAzA+lmTgjT0AvPrGAMmx8cPREwB1UcsIH9T6bI+Lfx2QKcK0N8ZI2a7mYsjF94C9FjAKlG6zWuU188G5tkDCHml9QmBiX4ho+4Yc5hdpSiBi2p6G4VKtu0eYyBs7Q7J02+uOS0iuVuk/aAKYkfpQH+Pk5pDMnbdsseRfMPL+0NDootFCv1rl21RbwchWQRDE0H4urOBznwPAJ6crwAqr7KbSbWaFv5h3LAYu2AceTQK519sfnnIufMeF+awsh9hjof0kQWsM6RCLwdmVs8Q0rCFrdXUUlq0CcwmAPV/rkxeAc272xCfA73xne/br4zf4d78fyn5N23us6a+mvWZsxJ3QucE1Gi5FrEnRUpX8nEhzIyxlghPnhOrW1J/J1N9nX+bPaKofmU29QdkJ5/MFe61/74XSYsfseLWmgntK5JJ7qKj5lSKGdLTGlNmRv3o5cWc5WnpEIpkY8gW/vcFiYKsgCEJW1r8RtyMD9NB/PQUFj/Q+XlXm3Xu+YjWUbrOiVckcCu3C4b6HNnqcp+GN0V2354DRJHaMQsFqoGfIIieXZFd9aL98N/4N/6RkZU9Yu8phYKsgKB3UqQ86I1+j3ATQowiC0NBXQAHcsBpW3TiP0RMGvncWsWjDArvHHaPOLUW+/hS877RQdpddpdGo7RQru5IMbBWaDPviGWE/A2tr9tnGz5k1uc6j/KkxuzCSQaKiphzpNcX2bdwkIT0gQh4e54Kc3ShRvIDc05GA+LJ37esHzjGwVQjoFRL+5xpbBiG29R+LkR448cP/OVbAIjoUQQz1MZafCwORkE5eAelwg1yp+UHN8TScA2KPtQzicXzuh+fnpAMtKJXsgpO77syFO6KbD0YO5DM+DPozOwKVXb9VOlo6UKqFWt5m+WrUHzzufM2MtGhSbZX9syppNoywf+mEAALWQ83qDUV5kH+u8OQ9JT58JXewLmzYK1/CCSeFIcW3j8HEEQ7sOZzVptya/sn63skFFttn/VLxfMhZCqK/gpzUECbHGf6h6OR0ZvPW/lk8DVQ/mAmEBJbcBL7BcVheAMDrByZyLulpcHFx+Qi4RsMliHVr2H8AfSVlziOZL9ieDoq/Shg47Dcsy7Kid3b1OQscfV13ZpIMAxETxt4+lSp5LOtP6ZTXboo11R8odBaeZ8ztrAIWLAf86yjsu15i2ZLYwWPkc8ed9pnXbNrARvv9sX9+LcnAU/bKyZmbdxphH5O8P4EUNqJqLEb8wO85sQLFzyuBiPmL10ahKBwNS7z1UmrBZW/nmxQ4OZnNq8+kki/W3HUjrABzyXWcO7AhlT0BORvarV15Q8ANth2Dp2wDG+/MSmfYmQmhOHkeTvF9O/6jJz4Bn4/aboyJRWxcdbCfvBWfQ9/oDH+jTlmJ7/CeA+QX2dWjD2oHWHozGzcAHa+BVIq6TdVb+pYQ/6OdYQk1Gn1kkLKSVcCZjKOA0QmQtoclbjpFjKhlGVvWMqG37N22q8bD0kUM/yxiyo01HvJX2Fd0fPxczrjtU7GMPzhqV7J2roOvSilOUhpuU/l1/5gkjd1aPnDLQCGevEULb7Af/s1IQBDEEOki7z5Z9vlK7hnx5FJ4/dIvSHLJbcMLSqVC78m6ahmQ75L0kKj0q3IBE+AP7wpnsigd5r9SOaVNYk22SMTulxLATW2WZYQrNGMcku2CIIb6SGJfuQqA9buMcLYqSlXdWuDGYO80o10KG1ZvkO5nISsKp6/bxLweODVhJ4uqeZMwPvv/iznzZn+Yp+Sri3/+7pbs1yd9umnLJbOtmLjLE3ODmz3xATiRAqLfdvn77PTDkPP+KuB9e4k95fFzMkHWFqdC9NWoFfSZkQKk0gE7GL+8xo++P/7furWKmnI7pzEjDSm3pv8fyp9bTs/o/iY7v4AjwANySQnv9+1SstyCTkbGlPR0vVHUAZbfAXYipdoQ7k99q3Tbm0Hjd0M5+BqDcrBEDf2xRjzSbgalZ/Qc8iaX/9QexXwYz9vX4HxrSBFsw8CpuAyLyfet4r6vfZ6uvW+nEg3OnOaeV7s1KWzI9LTYUR1OrwoXgpdvC0IfUEjuSQZfhcDKeRwYh5tKyjh/4iD0OddQChu9svn1f5Pk/XyeTaXYjCT5u8bQBDDEIOhbNSDG2uLG0CAoihQ2euXDD0F+PqOppYgCWFC2es/TvOcnP5a6Dv62HxypVJIAufGXDcrOvUcigaYIRHfN90wWHHMGlV9s+zwYScLh7iZRGwRCDQMU+e8ojmtvPFL35hsdJL35G+ST9cLDZTNVqCqvqdg/dicTryYvvP/6HwnKvKLCM/oIG99RAhGjnR/pd2xk317Ntq/iocppPuSCR6J/8JTywtqLql6FxEWwAMZfd2YqByYLgtZI2M74SScnrV69Uwxl/0Hq6RiCM89GAg0hnfRPF9BFoTNs9B7ftldwVtKcr/mK18E7J+2cmYqlOcycBGrj+q6vMWacUNduuOy4noZLIPql1JJvxtUwl3z86hFwHTdvu9j+Hnxz+gIHZT9wtvR97R7WhauX9JO3qdNqlc0Z/cOCIPzgFCT39rcZYYk7ipJ4N/5r5FtLz1Fon3FXjQevahhhP8AdqoQajcqAp2aXEfaTy9LfS7uwV6bWCCQ23omp/5JJzK2CICgaI8BgiygoLwJjN3qcW8E4cONmw9YlQtppWda2UijdZic35J21D5MrvJDnxDQUDw14z77Xn7m8Ynp0YigOpi39UB6YYCIr0vDWaKssryrd3zWaGdqhdHLhSCKTxzG4MPyGEZaouNHukvOQPPim86Y36IM1N85ndIkspb707honZnP49NpRNWpZbRVA/kq51b6GbY/y1kGTRTkwLkctq1Xs3zfJmSK7M9tuHuT0Oz5nPSiu9bdZUZUiL3jGb6v+Myl34KkOxubjnV90r/BzXb1/ppRdFvoVKbawdCHeG//VvOvgzDCl0rry5Qmptsq3p7OPd++zLOPry8GzUgobRliyK19vU2F5HjeK8ubwLYNDM7Q8LrXfk5f5OIldfNJ29+xyxJ08vi/RIYX/45a1YKtyGVtWAbc9OEOLAIebbtw6lFp8mIDRs8CmJfmM2ZdlV2FyEhZ7Z/n6HD6Yzn1c4aUp/fqOaa9Pu0eXB9fTMDe4RsMl8FXVSqnIerla1Tt7TMDs6dQlv/gp9+1DkrVA8KGZntuZFUKR9g5blmVZ24vBu7GsQQzp7FtQU5HAIHZkoKJm4VZBEAShsuvh6PFWHxQglbJP09GUr1dsk0gmhj6gDz7p8+TgU+3TtUlAXdSK3gvkHb8pbFiWtasmH/hSwAe+33HyFFJnF0M6iytSTvJfJSD3KTtgYnBT9PjTUlaaZWZ0RrgUfDXlAPt7F1AAy1Zn9WnGoQHg3LytXTUeSv+NbQWtvMXu0owcPj7O0rMxOzjE62H+YWfNYumyIckvwppC5y5rV4Fq0FhS4oPrWOqPdccwe9pzvEjYndmKxLIlKYu2VC5rEBSN4ckNq5MsFu9rf9RLhT9/nIT86Iqf62r1o+khR9XMbPa21NdKp+a9T+L6o6cLkdb6Jwf0d9Ye7isr8ZEKhBR/dAomv9BOvRg6wNFhHe7cHF5/aoKRnUKD9ialQXXabXppxQSdB8aYn7LAFgHLb0tFoFY64k5J8+fvSHroT7cPgd5gx8IeAX79drA3szqRxg6EvHTBKk8OnJ29yqUbN3eN4U7o3OAuT1wKX7A3GheUpmqrVZZbo92C7XhVo9YVWv3446C1RDbLQV+6bJGMqig7YsFWcXp5cF0UQkhqnT4I3opWq80fEOPNX0NpORjz95NX22k9M+36lP15mMaQDkPbtw4hhTfBD1l+CXtG9HgmMbWQCbq9lNGhCB2+YhBk0g7w4u/ajpI1mzaw4k7Mg+mzx5oEZS/SpjXs/vZLQGXUelqMBMT4N2Sg2hmaDLsfWlyZFiUEuvYDlNes2q/b95s1d63k+RVkN56F7w82ev7TG/Z788X9SW51huQp2wDTh9d/0CSVbzCSCmlIJKF4e6u8JrKBN1Kps3et5Pl9LRGzvXAlcimxom/IrDm4gRUPqFp3xN9//qZBqdbo7fWBU8QpvWB2d6sVbSXWFPjWsyfzb8Ds6U3weoJ86u56t7NfvVkRAqXomQQZ52JKYaO57PV3j1JXkXzrJZasiT/wJemdYT1QLYNJHg9GrVZ5d2Bepf72HuZDkn0xUIELdkTiv8TxFkW0abfpkT50z7uw4JwTYJDjxU4xxRdslkNKTN5es3fLP51L9M1Qg57i1c7Pb6rEmhRuW5JgfipoYXSQQyfA3HcAkj5VMjWdvpFJ8FzS03DxxmvyNtPw6n/K/tj2o82f9Bk/6aJfM+L6FeYG19PwAWTrM6e0nq6GutgOv8ECx6y5nZmMBsfVAIDef/f2DTlcOOl8/egltKfO82yjrT1lf/3MDMdM7/iTT1Y4YW5eilPujViwgnPOAzqSn/tvn/qlzNnlVkMdQQ+JQuXYKli7boprKCvNsrLr4fTQbsFRSbI6N42RgCUrZ2w8mzWbNuA88YvR8gqKZjoIUn4rMZ2tW5pZNTLCK7fY13lENTLTJZfFRTGkExsMZ7beWa1qoVDZn9dm5dUa8Yt9X6L//ECCUsnnC/ZHZRgfrat8t5PazU8bYVIWw7R603J13eB53noJbx5Fd6tv+csGY6Wrpv58vAvxJhptI3IU0BQxZAKJYc5AYpi1+VxE8gwkC30AXs4mUr4Ewa7pUSRgMcH5zxmWszCTxRsJJxAypR3ioSJsWL3BR0u8qTBHSS6CxD/swTcK8J7flhYrAE65nobPDO6Ezg2u0eCS4jfO7fyCL58zfRHTF+y1ql+ZVXvKF9yuJpwHaPvOWwC+YGd4HVNKZzmBBTpOiYw8HoxalmUdj96vpzMDUxsty6gtuGgI2dpTPf0J29SIPlzK0It7wRfsNfwtQiCye4rvJHXqep6L1jG0XbTjGzxgWwCFK1G/ITOzrBYATj6F1bkpL32RnvQDx+wTZVWMBE0JRNZ8/0lp4Ei6KTHe7BhUD1Zn+zGqW+31oH9blbVV9Euo1Q0lZeliarFuLasa68DPIibgK7kT1G/ImJGAEoMJ+e53O6mt8uGrqk0FU6SGLgh2moP8FXWdRIGyPg9W++nsX7j2wrMXZQolhqd8lMK7whJr8ymgoqacoVFm5qQJkCAX21rZKQHzQa3+o02rgOXlPjBfMMAbtCzLMuoWARMnnV9IytBJ0hcShUBkd/G6lCKkHhsG78ZNmKvzgcN2PugPR8nof8/AtboEfrGqQdud/y77NQd9mJsKVdO4Vif0SsM1GmZmWrXki+tOu9gP2eo9H097yjeLdE/2vVPeHCYkfqjrnjl7Reioc2uMHRlAOtOQ1aX7Zjup/HTak6I+rDLt8X2moV2a2YSJfDPVep6R6f4JjvXYJaeyOpO+9jPOiH2Fo2osFCqz635d4pqLfnS9bNHrB9D+Kn6zri8M/fgrnTtimeLjfS8np/VQejS4BpiY4Ax9Y9t31XjwFpEpuYq8EciqAnH9HfaFbWiuI2fc9lUY5HAhIjQ98c2OJCQigiAIYsc54Nev2TENU04ZNnqD95WUTdFpGD0LvuKlpAQhygs/YO3VfTC9xnAndG4QXFvsYsxIQAyV2SWpYk2Cojl/pnzT9l07OE+7v+Ggpn7LnB76AGRduE+G2U9a1ZPe89H6EGsSWvzpL8716GaaEacPWcXSPnyvfqMZnh7nkdVyu3dL/XPnHNnKQqnCf6Zv7/lm483f+fbiyueTnJO/W7PnO12jTh+fuFXYyra2ZVsbfgE3NW9Z1LJ9BrHRii3NF7b/h9dvuV96M8aWZrb/utlqlTGbloja2ZXbrKP/eqbO7w7Mq9RTVsNSmK8ax1v3rhcaUkktFfn0jRa3W29+5cOM2UEQhNbW1t/gCy6Xg9//f6bISv7j//Ubaz80NTW597K5wTUaLsap/uT83TUjATFE1p/hqbs/y3w0U+MKJntqY02CwtVmHM46I7PsmGp0pK2Rn96WW39gcnobpdusNx7/3i3CdwanbL7Fx5tidNfEQ5UvjAHMzyH3S8a5qM+MiHa4g00ONETb+pWGV+D+qBWlSfg/tYq/MFrioqItJXek9DHrjTttG91mbSFDJ8t3Wn0NWd1Pv40pgrI7S71p7RZj8KvtN4oticVwFsq/tHj/82cvYTTM9hh67RkNDbv+JvtjW+U3Pq2eXC4uDrRsamqa8Uj3BnfZcZcnLiar+hMzxL/5SsqYUtvB5WMwswhE4JNV3JztpATbwzgCyRmf/ydworkU/HDEH8sy0udmljRFxk1RXrNPyVp7K3jEMsKSs8rQVoEt6u1YDFWSh9JtURUqbnzThJjiWAzA+CSjMTsuJGuYOSwATWnQYcJDEWakRStNSF+p8smt1q6aC1iM7BQERQMv6s5wBTB0EliYmBr14rwNRMQ/lKboPQ71GfiGR8Hz22EJ2P/82RxyV676JK6pi8tnFzfl0uUjk9GJ/HhtBC9HZy7TSS9vd+Z6dDPNyMV9cLZMXX/BfojvjrXK8ipfPu+J+ILNCE0xq1VeuRIo2ma99bgZCYgvlw11aKz4J0VTd4b7G7EK+5InGaV0W3TjVkWD/GrrXBdP3CxsPVO38+GOxmdZlOB61TjX6sOMfF78ntZSL+mlA6nw1jWbiul6nYcsKxxTBCWmbQ/bSyGP1b/2xdrgk9+pSnsaMs4gs+l74CUtq+UtEu1AyMQv4u2W5TOblonaTGssKWZ8Br0mV8E/0LXQsOc/Tjl+059+kt25DMwYXOk6FeYG19Pg4nJNYkYCQlMk5VRoimUcDI47QfSnpctsLs7PlTeH+1siZqy7Z3ke4zsFQRA7T7O4+tsbchjZJ4U3b4ofoi9xknG7aJdcW5MHjHYLgiBsHYZkRyPb1AQlXhLDhq0CObI2UarrundAbQ4SCQhC03/fM0gOPCMIghIjDwaHQA/VdyUZ/OXeKZ4GMWTXLg1EaD2+rTQrofIC4Fu0EPImNFEQBFEbgYljs+lruXFz1xzuhM4NrqfBxeWaRevEsCxb6kroDxuW5TMjAdGW8XKkyxzNJEmVdE0H1KgVMEcZ2CoIW9Wo1V4b2HG0rPDU2MkiD5JUoR/qK0P6/SIO3Noc9O0NJChYyliSJGykqbJrXT6vT8jGhW/sEL6skfSibdWgcBQ41lzcoAFDACSwq0540V94LYdJFi6wOz0GUAi2AsigFXzDOFEsbh/KDGvtFqM3SNONU0q4v9t/GFYBY+NSBbpdNCVn4ezLE9eMp2FaEayPoFR95bsWPgyup2FucD0NLi7XLKqdY2lrOzj5llW15fr3RNvhYOuVGWEJbIuBO2RNEb6PI2KtKYIY0rVGzbPRy3AcXe8jwQCH46coiCmBpmd0LwtGWLKCQtC2aqXqDaMwHhMFRSMJJECOGv/uQpL8BRtX3IQaTQk1pYSl/rPKi2cBbvq/U8VJSVkMwJv/Hxx+5Tjc4VS5nLFwxiKwkkcATw5M6H2AVLUYJi+xPuE+mF5juBM6N7iehpnRporWMq1yHyouLlcxkiRp3bFWObUaoW5TtWdf8PQNvVOB+oe+p75zALUt3N8Qbwj3N4QODO5NUOpn41/u6v/9yr1KJeSjPrJE04oKGAaOOc0MaBe+KvGTo+XS0J3NVitNgnK2qEX8T4tyOXu6vVNXm2WfjBpq8aejTOVqFU2j4JHeBqC1vVirH77DeO9VH+Yj14v/lfcjgcoXxmBfVunU7WJgRVtZIhPScA5yUjtzx5kA9NF5kOtdM+sluHo9DY3X/Sz7484roAjWlYDraZgbXE/DxaTloi/B1ZWJ5+IyjbLaMq+mPJyOaBh+WVO/8seFnDw9BidfG4WlN6wBWBnsjapJcuGtEwDXO88Zo2haDIbfpdyPLFNesx6gQP+JDkP7dYZtqUo6tNPh7y+c4MIbLYQ3y2QXfwNArr4XeM/59C9nYf7qrHTmxcHeVCXMFFLY6A1uPOshK6SByZEjwLuTTIi2T+KmS9XFxn0wveZwJ3RucD0NLi6fRUo2f6346RYlcLfRWwUMxtQ/rHhKo6KuoI/lYh6DIy1PxDNCjBNQ5AHWKH763lp+8uQk8r+Cc7ywd/8QdV9WY1uHZV6PnQHqotbTNAmKYNeHjb4RPHHbn7HgRFoLXM4qGAbI8kpePDUQCQhOBqhvTeZ90fJIYLrSlB4SA2w/PXVj/p13QfQs5K88GBAU+9t5K2a/Alevp2Hn+1/+tLtwmWkcfSr74878Ry59/IxhHK6nYW5wPQ0uLp9JfPXBDZJ6c0h0KjtoDdHyCkoWAyyaR5GfvZqds9D9hXA5MPgmwxzeY3By5FQON6lLYuo36qUJ8kb5H0ZrVI2l3BYdii24YD+RxBRBqH9zklF0RwLD3qt1x1KSEd8+BuNvxNstK6qSB2Ykox/xDsFea1eNh1SlkTyQdlq9wfIbpo5ndP8rmMfHYNSg3bIs67tLYaz/8KwXwH0wvcZwJ3RucD0NLi7XJNmaDVPfd24Ji9v/JuJP6HqfDmqb+kzDUycZ3d/Vx8Y7AO+mDaxotmp/vLhy7GfRIkVJxfPElEr7zbyqv/S/1YK4ES/6Sa47Zcr/ZaekNep4KU0woEajw4qSSec8B4ht4RUNWWpSTtxQadj4i4hYP3hu74OCEAdyoVSV+u3ATJYsA7M/kbzDw74zAAv98K4Jclu4VAxl5U/k3YBvZR5cuPFkvSDY386Zuq7hcoUiKP9qyud//oDjP0KGiMvlwjUaXFw+i8Q6MYxwfX38Zq1BQ9pp9TbsfmhxpU671Xr4ocV0KQLRqKp0Y1lW6+6HFlc+N8noKKvn8/Y4Yz1KCBCdgl6jsW/G+OsvFqMPJjwD6s+sVjmm2LukNqt35e8KSk/RIxt5bnovClXjjaBv9558BkcHRiSJsrv8WjieshhywLMKOHGUfanSmiNxjp4AzB3fG8ADqUWK3GVrYe3ncv9KH/p1u2X5zIcXiB3jp2fXabh6lycuOxerMs9xB378z+s+fiPu8sTc4C5PuLh8bBzdpGmFOO3aqFkbs1WlLy7aGWuarjA9gwp16mtmJDDl/aytztCUGDsPcnPQ5ysp01+94MeTrzcKglDZlSSh3Sk0/b97kwCa8jdfCL/69VucXaOjeP2cn2TxHX7sotZRy7LaP5cDBYYiPNAyyEZ5adKWYVJikLsY9AZBUHrIYRGH9/yv6d06qYnFzSYI5JJ/TNfV6pwE5Ffb4tXrJ+HoATgcP0XpNicGOapy0woA/zryUxbDfA8LvQDehcwfscWdDuRdetJcb/Y1hjuhc4NrNLi4XBbsJMasDbFuTZIyoYSxJkGMNzt3PiPcr0y9w5uRFk1Vy6ZINEJGzsC5YWrK9MoVsSYxVBaddXfq1KljLMtqIwGHjwJytbq/K05ybZtlWZaxZS14x9H0hfOBtTcWxhpCgviel7r1eYCv+S/g1CRLfu8vZRhHrpYBaZMHFnypzvsmHkr/8OurgNLytcDSibMekKOW9d3iSd56+ci5i4pgAedPOG88qmG1svcUvP9LQRAEoeHCyhw4BWvWF9qVL5x4iENxwHhOJ8frfHc8yXvvAiTOM+4oOmyyIGfZJcWdLmbWoz80auNvTXt9/DY/aTTtl9mvT7s7H5FPaEJdpuEaDS4ul4Wy2lqp/2Dmjh3r1tTa2vSnJkVTMzWjfMH2sKS1ZG7wZk+nrlZv9k8zPKYhbw5L04qlxbo1yc5knHE3jjmSXa9zo7wa4j+ImCBXbwSK//jR9NHLb8Q7Mi+X0kfuPn4S6Hvh7QQd7xTmwNstoTg5uSyyj/QPtkTMWJOonWF+4kevJZBWwcqSZTkwsH8IGPHWVXnp6za5y5fH6Ikji+ZRAFLYsFKaUpKfdS+JlV3nmCChiYKgvArkPWQfsPTEpKMPuZK0ooQUNo63+kBc4iGZyrksKmbs3BC8cmyC/H224PThXJg85cpIf2ZwJ3RucI0GF5fLQ0lVLRn5gVi3psEuhewAACAASURBVFZXkfmEWp0t7uEL9lqZYlG2zSD7gs1qtinxIZBbs5ox4vpFBzhNZ5/6q39ejjfe2WOC/HiNh8GXYvb2kERBHg9uvz0HxKd31Xgor5OoU6W3356E91jtwXYWFOElfntZ5zcf1yCH1Y+oA1LzvcvYq9TPK4SleKjbGV7X0ZFYmtjXY64pXgL5//JqkjNyljflNHq8rqyAKmkRuXhutLfmc6bnoQpBEMRXJ2D1rXb57nRuhp2DEYjsfSfJ/NSQhgfx3rsJc/gkjPpUCaBnBFg4+5X7hB5MtZ3/a9rr47d5zaOqn89+fbRGXE/D3OAaDS4ulwlfltUQ69am3qmR/CKzRT888Xsh3c5BdISP7MPsOk1Zx8Z2hHS1Wo41CWLkaHYDTrOKRqqEdPoUezp1+o8xlYUsRY/viQSEyq6knRYpCIIYOpQ+YuLlQGVXkv0dOh2a7gWYZN4S8iwGtioaCejQ9Ni+Aqkmn/cGtHJv13adAbntK+soGCFZ95WG4KMSjNAXeiz0Dwm8y5Jv50BM09K1p0YoDzf6ASwmyP+yZVlWmzQKZuKPwhIU5kBSCPZaKelpAA8VYcPqDT5a4k2VxpbkIkj8wx58owDv+dsty7LaVuAUspgZ98H0GsOd0LnBNRpcXC4XGavhYpshi4uiH554esBTXGG/l6tVPSTa0Q9GWCJjBQiC0OI3rFYx0qKpdSuHGM5udAxvdgDEbOENdj+DvdGNoDVmBTpEVfBLCfQ42nMrVmHGytrCPsiv2WXtlBJQSD6D51i5AGlntA7wewH/jXpXkuQ+qf77lV4oWL7x5DHOYIs1NDp+j44er597837JtJiGBPtDld87hmdJPlDxABB7QYfFHPpOiHB7xTz43O2Os+QHTkd/pvZ19phgFq9jqd2OHhsG78ZNdmlsDtt6ED88x6fhafhNmfaQ/ZGfs69qLktQxRUyodc8rtHg4nLZSFkNM9kMmWCDadEPZtOPBkgO9jnWgaKBE2MIOBWepPCusARlJT5nuaHR62Hw1XQTPwn3gWpk4hYy4Q1rvR5Ovz29p0f7QWrLCnQQ/RXEdSrqyvHuffYIXnXzmj0JGO2qtG/+JxmFEXI8HHpl/mIvFH7OA/mbt6yFM0W11++IJODMU2LLYKpJdZsKXihey+h5ep85nuOxzZqoihQ2bDOFxCAdsZMUUAQgP1mVx1kSoIfq4+/DqNNY2nRSnKIwvpIyJrJGNHoWfMVLgcUAlBcCnM1Wmp6K+2B6jeFO6NzgGg0uLpcPX0mZ3tkTO9hvL0akkatVMt6FkqpaOnc8bC8hmDueTZRuM8JS+oaKVBrLCmywox/uC/ZGVU0JNLd36mq1vGbTKgZ+FjEBMxIQt9/k58FqHzOwZn0hAy9PXQ4xm1t0pIZH7TxPZyEjj2IPfW/9qfEXFQlIaI91JpKleAFKw4ZlhCWK80ne27zu1R/uS0ile/cm89n3VyOih1vKOhu1Ugkv+LATJizL+sJzGtwbtd78Ud3QSeaNr/e/76RjaughUdEgrrN8NQBnUosWPWNI28MSwNvjkNKBzpTWitpBHLtb/o5sIemcxUDiDHCDKgH7nx8FFnuZjSvkwXTaQ/bVm7zwyfG1qnenvWY87AqZ0Gse12hwcbmMyNWqHlJCpMospLdvDkuaEojYqsa+Mu8BraM8vFkm9k0tUfrw49nHSrV/PqWiU7qN1qiqb2851rxZBpZRGu/sMc1IfYjwrtqCqcc60Q8AhSspjTkJnrZ0hCBuHwL9hxHT6VfFQ58XQzqDSdAbxFAf77Pxjg5NZ4AEsGijM5qVy0n8i3XzUFcfNz+sUjgK8R+9kOTNWFnU+kEZiSJMj9f2GZhN39E9Nbuels1IS0dhkjd5/cC57C6qUcuKqpx6mzulRYC0M1X3Wt+SEY78n8+Br8zriQ1usyzLMppfUIRAGzC+JNvPAJMnDmO+/R7wtqYDUt1S4PzsU+U+mF5juBM6N7iKkC4ulxO5WkXrn24z2P6CkiahMgQogobkl2qrfMS+GUNqexwi2QdvqlYblR2xKv9FjctosZYdsSc3A8WyHvrmN9FBr9SdZlP4JaTatLNjY9T6QXfmL6gajaK0UBISAxi9vVbJw4KyP3Vsfs2uc1/rFJRn8Ul8sbntJaUhromCVqdKnB4GtncAmEf6y3+7Yv++PoZzYFJTBI1SWObjkAlmZL2oJaCrMvNnexHqf7fXQ8xIQAzpmiJoUnhXWKp8Acin7N2ezjgAuRuN9/b42P3b8ypfmkeqeNVWQdhqtzTYKATeNdqzZKQ9kHxjCN/qxfDOmF0aO7kg55I6DS5XDqVf35H9ceBHm7M//rjn+rntjsulcI0GF5ePTXZtB7nVmrHmg73L8AfEeLPVKpuRQH2PGSwpQv3Go5DtVtDjRqoReYp71Yy0xCBdtQGAoqhlyZgRp1mcW3LZ/27v7YPjOO87z2+bMEVBGYmUqAz1AhOwZ+T2CMwZiBK7HmxBsZeOt4eVNelsMePEFyam8mCTvRTmvOLl1oDMTExaSXmTaiR72cUY8C1T2YRGbUy6EvacYvhy4hmzjqOjsisaQtRjkxQlS7BeKAsWRMmk+/54+uXpmQEwIDEYEPh+SmWzZ55++ukeic+3f6/DVe3b0xkBsd/10zMrI6I8/auufST9hdLgqPU5WxyfeBW3deHFLebs2Yo16shi9vSs3Gv1I4npzcDF435p564kzs0CTxRDY0AY3ngR22cqbyF385F0froDXZtwrq0LlfkOzF5E5nYUswN7vUMnd6SLvY7nnDSO4F353RMm3tV/H77zZHECrudh4CfSxdNpwwCwtQ3Y+dHBqf8FfWmtaYVqjY2BHTNb7sDlVwBgDki8/0EAZvvQuTsK3rOfxdc/+s7duPpm88tI1+24SJZFlUq4NuiMWB3oniCkFTQW/QAgijuonJooxwpEem68QpQ/sx/9EK9IfWqiLIcHXeWeUMmcv/6FPVNKWlx4/CmUZ1Aq4ckTZ8r5tGFkZx7AjPjZ9Mje4ixw0Rq3e5GEdFz52iw27wDQvu93dm3CZty/6xYkpet5nvMreFnkUjg+UgZwEefe14/KOWD2IjYl8OM5ZSm58NI8zA9asPbKcvEHFl64jLmzz2AOnS/k04aRLr4Rvsq8dgX4wQsjccUA1Rp75ALgKwbFPR8EMDEzj8Sbhw3DMHb/bdx9UQOt2esM/qCrA0UDIS1hqegHf8uvjPRlVc1HLUwhIDU4vHD0Q/6AJhvc6XLPS8NGFlGOpTVbTO8YCIe0Q+39ri1ErhennwDa7lZBAbei9Jn8FvsbbubhdPES8PaLAN7/4B0AfozbDo7I2bOnKv5Vj7831wkkkgC2l57sHFIRlNvn8OxrSJ7NqjYWM4dVOCRKJZy7e/x/TQLzuHtI1WkArkCMeZ432bsJeH3Wb41t+jENXX5r7LcvzkJFTyief/wCKs+9DsxtVSUnxzuATTc3v4z0XaP/Vv9nyfFMsGwSDIRcHSgaCGkN1l4JiPrRD063qjVgqKYRU4OpWL3o2CTlmn4VCGRDOioM9ToqJ14XUKmepQHVUUqVblYbOe5U+Rep+7rLz/5qoRfA6Ww6/10ArwOzKOfT6fw0gO29fi7DKy9fxRWU8w8VgzKNz/ysxLMf/FgKc7PowMvJT3ztiLq7O27B/CbMXpSOd2zXJmz9ZKBcJMT+fgBoR/fdALAz2Y5NUA20zlwF3vEj1Rrb6jpsGIaRPnKT8Ftj/7FthqUq9JiGtop6dl/5IXB1kS6XfDFdZ/AHXR0MajFC1j9f//itu59+2Hs6lqaB0oBxJONODV74+K27y1vxsVFv1AJKA0a2iHbc8tGjv3Liv/y3LdNPXc6Y2NmFUkdBFu0i3urE/Hlh/865/B+8dA+u7FGNLSoDO9LFK/fgF7/oIKuqKUjHzRxJ28/iB8/hyi2Y63c8Z3PfO3eX3+94/+BfCY63/4s/sfuxN0QnyioQsh2dwHlVoSFz1N46lK+pji3sye5Hd4/PRgEV7Tn3jb+8cH/b7ulbLXGp5J/Rdcz77q8u4zkZhjE6OrqsR/tznzmqH/4/nx9a1ulkRRgYGOBetjrQ0kDIBuDtm+YSMycb62ph7ZXA9nm8cfnK67jw1CakMH27WbrN2l48XMQlYP48gHL+D14Arjwf1l1KF2cf6H/leVyENepa7QBQzKbzZZx/DpeAuTdgftACkLwZyVl1SvasHRSkmgc+7Xme0w9gHnf/sed5R3cAuPjS4JQ71BkUf1CVrlxvanDnxblIMWwDNr11Afj7N68Cb5aYcrkR4Q+6OjB7gpCNwK1I74PKsRxMKVsCACCx7wIGAWDbQ2G+hbVXovi3Xehoeyvxhvmw99e39aUnXi3/4HaBzGs4jX5s/bg7NXjibuN/e+XD3ltfV2eVBozsmQ4ktmwGUs5/lUb2bAfKF+W4ffpgfgboGP7Fx4KsyaAqUzmf7oP7e3gHzMLUQagGWruffnjqIIDP/IvE0H++eh5A9Hd/ak93Mv/oFyqDo27HPDrgOyguAQlAxTS0NZhyuVLZEy03LVQFRmzY8lC0NKwOtDQQsgFIZ8SZO4967v6JtBGWYpYFiV0P7lQjZg5Hr2dZOM7PnxOZHco+gT37RfknzXK5jNPTwPRplPNpo+8bP1Zn+tkd1l6JJy5i7vLUgGEYR5BD+W3AvGfn488CQFvHzx2Z8lz7fm1V0vFUeccf49nD8SZelZGfNv5qDmjvBLD9rqipVnEW78kAsD4gYt035p46j9S9bcAV1VDD3fn6VcY0bCT4g64OtDQQsgFI7dkv8kdGDk1NeYPRp6WB4mMAsPPBXbgzVtmhNGCg27kLyj5xYGhYnP6/LyIKPNw3+eU7d2fLuPVuVQJi4pkK7rsIIAF8syilLOIDMnn8LzH72Gdvnr8VeP2md+1EaSCd7xSJb7/6sPf0Z1EZ6UsbA443qjpcn/20YWQBANY9I+9RIZht2L2rfsoljuFbsQ+3fvhBYMIAcPlkn5H1z1i8YVXthzfiNtNs00JVIQo0vxbFL/4fv68f/tW/+d8bOYuWhtWBooGQjUBq8Jg9kU73wZ3acyq2DaeNiWHfwO4HJo5iIFsUtmu9cABnym/Zkwcmdudjs82d2K3299f/3DD+HADKaQOyYOHw44+X3vU73l5pDBTRhv6PlE+XNgNv470fSZVOFoV9LPnIqVe1JZ0sje4HMA8c8rxP4Us/bRwsPaSutn3rlZef9QanvO4wjLPyyLvTR+4a86YOlrLxJdUpI10+fmnxmIbreJ43Eg9d+Qv9cKztl5d1+uqXq2pQJVRR9welklhx6J4gZGOQGpxS7olQMfiVopzuI0efQjGr3BbFrGFk4XhTg6nS35dFEtMTFwanPG9MADBTSKDfgpA5YE+mDe3WpGouBQDFwyVgfh4zh42hl1JvY8dtOF0C8Dba7sADd1Wm/hbl/IGgToOhakz5/T7b0X0XAOzcvgWA6uD1gUwCrz6/WMplQCzl8jIAlpEmpDnQ0kDIxiE1OOUN6jWnAVXToZiFo4pbR1+VThblsItfTx9830j/03v2C9x2W+Wpl3C6BFMcF/bkh+xTR/H24JQ3WPqE8UvH+/8ZTj/73s3f/qcPOt7j3+szJncd+9zTB/LnN+HyXXcCSB055760I13Uu1UL+9hgCrgP5SfPPhy4J4CZw+l8Ans+sQv4GfVJKYh4mClD7AdQ+cKja6OM9NqPQ1yuaWHFWW6l7Yfe+i/64dhNv9LIVWhUWB0oGgjZ8Fh7JY48U4GVuq8b+ZOlUcsCKs+cFZlDqT3/Tjzx+LG0ETkDLMf742f60vmxd3Wq+ET/89MlAP/0NnA6axgJpObEMy+/w8TlmfaocmPmPRDb0P1HLn49XZwFyvlw5rIuJgDM4VSxDPOxkb5svZiGye6Fyki3R62t8HrVpBobxz2xQaB7YnWgaCCEpDOiPO0CqUg+VE5NYP+xFFJ79m+ZgOtNnOpNP/pk7mPiOFR/i+kwbbMO7XOobC+PfsX+fZn/0jeAHyNobgkA5WzUb6MNeO+t+Pbr6Ezh5/9nWbSLuNS+b/K/P/jZ9FAZb1xKDj69cExDRxSb+fzjF7AnKCP90mAKX/pJ4+BL70wuuMSVsjQ027TwGx3/V9UnX7z4L5p6xRVnuVERDZoWqqA+WB0Y00AIibD2yvK0C8CdLnffl0LQWqsCvIlZ6yOZoJjTIooBwHzS+pmX8dZP3ffDsz3JLeozd7oMkVGRFK4tIB3PtcUVEy9fBTbj7s24+M0iLgGYP7E7nS/jDQBz37rmMtKXAbyxqKWBGXrrCf6gqwMtDYQQd7ocdNtMZ8TZZyrAyaLcq+opW3tl9qQLXIL5iU8NfvZTKmezNGBkz9pBr+0/+6m2A0/d2iPel/0wjn5/2Nv7J0b273DLs382jez9W558+gyK2SwATOO1F1AaSOfLQNDhW23s5Wkk/9nkcNfuI6bj/fafGdnjOzOJCz/eWZVyOVMGyuk+THY/OrMp6Msdi2lQ9afx3+cBbF74nm+UlMvl2hVqm2CtwTCLZkBLw+pASwMhG57SySKUWQHAyy+U82kjWwzKQ/eNbM6Is8+cfmk+XgDqomqkpbhnxzuBS09i/4e2qw86gMt4o3y8WD56pIwZqFyNcQFMHwytFMJ2Pde+H5uAWyAy+NjetyvnEsCf7MgeB3DhhavA7YNTvllCp7aM9B3vAXD6wjxwKwCgJ3PT4jfNF9N1Bn/Q1YGWBkI2OCW/KoN/uP1mwBTi9v3HpgZTQGnA2P1n+3oe+Ps7d4V2BRWecGSkYg2mKiN96emDv3XmMpKD7v6J9MSr6AasUW/wq8YI8t6L/2akL/27ZbxWDAwLEeV82vjDJHAVeAMvzKMbAObwjSc/5LgfPJL+g/L8C7e9069MFYRnBvkdLuajiS4B77sTqHztIpB4HXMAnrz9jjbMJ5of07DWWPt2hSZVi6KlYXWgpYGQDYhvRVA2A+g2A2ArzJkygp7d1qgjz5x4s1gshraIWPvudL6M4sHH774F227Xr1B6chb4oa0GvKZ90SYmPW9yXwJmwfM8x5rFPZuBB8YG71bfb8FN//JzFqB8C1d/pC7nwC8jPbFf9biy/pXQL4fyV1wAV4G5n1FlpFOvXQHmGNOwYeAPujrQ0kDIBiM1GKslXYd+Ry8pbe2VOJtxPd/uEEZASsfz4B9/+3tX0f7X6fwTAIBnKrBwN4B3+t2x/xMw0+04yGbHYxcqDWSL4rf6zvzp8zj/+FM4kc0CMH//UFCzMgHr3pE+Q49pUEmawp7s/k5sqo5/biH12GZgfl4rI70OYhrWH0vaFa6t9AUtDasDRQMhZHHSmZ7yo3qlBkDIXLl4ZOTQ1Khrn01PD0++9Eu7n/4F197s14YqDaSPJ3FPO1TSxPMAyioSElfKu/2d+bCRlY43tfnnb/5TPHECPcCTADDzUDoPoA3tV+YS6B+c8vaENacqI33pif3u1GCqMvBobJFvP19B5SduAvBPxTKAHrH5yfLbby98V+tVH/zGL76z6pMv/tWPWrKSa+baPCx1f1AqiRWH7glCSCPooYhOd/F4ElWNHWYOp/PlICHzqzBnsfNm4IW/nghbYSdqJi1mDWP31y4D+PaJqumuYB6Y/ep/ACqnJspyrwUAqcFhqRJAU6MvFsI60v7LT6rrPcCWKwCAJy/f3gbcunBMAyHkGqClgRCyOO70k53t6o8VPQHye9PhENUn080cURaBr/e9c3cZwDTKB/9jO2AWvKc/Wxm5P52fjs0sHW/U+tJPGwfPbIH8IzdzJP3NbnEcw97oSz/VduBCj3i996NqpB5GKWwAlYEdh8/fAbwCAFeA+dcBPHhbOy5rZaQXY726J67frrBc74D8tVTVJ8X/XLnONVwDNCqsDhQNhJBFKZ0s4u4MEPgGvKkUgN97n/HoX6X9nVxVePT/N9rd29R2Dsyoys4J9IvE6Vcf9p7+rFIfxez9GffbP3fHwTOvoPjLabwGlL8D+b2BHQ89dRV44jvofeG6ykgvwjrQB0SH7onVgaKBELIIpYFsUQwN4+j34U6X0T2cAoBS9vAMkBn3Xu4f2JEutqdw7sOO94EjxsFvbcGVD43bPzhYfBrTVyC/PPnSL+1+bA7vtyf3T+x+7LY5sf+XEfTFzpen82n/r3rxh+7+8fRXvj97uvhQsTcn5o8/0zb78tkXF1jXhYuzS5SRfpdx8Hs3L9zlcr1aGq6f5YYULNeu0KTyU9QHqwNjGgghVdQkZP7adgBI/2RX8FW2hK52/Pg5IHXo3wmcqyBZPDLSf1DgymXgJQ+vYfoSMIdidveJOcwD5f/0NwDOlVQVKWW0mFRVm452AW1+a+zErVuwBThzvDyHly9twvevqOJOVpDNYQoI250a/NSSZaR/CFx9deEul8zQW2fwB10daGkghGjUTcisADidTfc7nmcBKH3CyB4/N2/aus0A5Xy6DCSAXb/5IMb9ZEuVWPHEe3Gxd9f0VzFj2n9tQaVUdH90Il+WDgay54DNOPtwujgNYDPws1KcLpYBbMOH722wjHT7+x8ELty8CVdutcSlUhmnLgG4eeEbpaUhZLmtq6+TJpWfoqVhdaClgZCNR2WkL3wXGyg1cML0dzBjOWHxhlvx7k7g0jSiQAeVVSH1ky48/pRvabj4BFA8WAQwo8wA2SJQPFwEitkjmc/v2oS3gU97ri2A14H/cecxd7gLwMv46v8YnHKHOgFLlWyyBYTt1ikjvemtC8Dfv3kVeLNUBiBy24DqBA8dvpiuM/iDrg60NBCywSgNGFn4NgNURvrSxkCsmFMdTp+dhfnB9EifocolXMR3z/fY7mgKKE2X8Wo5quLQDrz63IXHn0L5iJydi6YQ9rHkIwdO1Ewt9nc/9zmgDeWHjC843rFdbQe+f+BICiN3Yc9diVOv3g4g+rs/tac7mX/0C5XBUbdjPgppuKTSOSvPvQ60XcYVAOW5mzZh0+03YEzDKr/3r84lVgFaGlYHWhoI2VCUBrJFGdkMUoPHbFE8MrJ0KJtWhiFbAqyjqvK09QGBGTVCSAuYb8PMN8/fvx2z5e9iu+gBtm8BgPL0jx7chZwMek+5Mgl0DrlTgzuVk0E63qiF5394FXNfUcWnv/bdH6uJt98FlPwy0sVZvCfjX/eitry5p84jdW8bcKVbzb/z9auMadhI8AddHWhpIGQjUTpZhHR0s4IexFBVJVqVYDww3f2anvMobPdTE+mHstnfk6XDRX/o3pNGFj/b8Z1i4oeYKz00kkTPR+6tfK38Xnn/k8VvJwe9F+3KSB+e/UZZ/ntVpmn0/7SK2aP7R35tQr0gnn3YMFTNSPGb9qufyc/g7RffQE91TAP8lMtj+Fbsw60ffhCYMABc1spILxLTsGost+zBct/75S//ZGz+v/j+sk4nZFlQNBCywRCZtF6jSYa+CWWE8EYtpR6OjByyBgGUiyhYOFyyxu0fHFTuCewZ+t300cNfO+p5n0HlkQ6/XsNDRQAJSGfsbPah8teeA3C8+G0Ar0xFlgy9TFNGPJlPP7LnDuAK8GnPO4gv9RkHy/9xAr1diTOvvIXXn54dPOd1f/zW3U8/7D39WVQeeXf6yF1j3tTBUlYvaw1cfekCKs/9CMBzRT+moXz80iIxDdfsnviNzJR++MXpvsXHN7vtJFWCgu6J1YHuCUI2GK9OpNMTUd/Jr2aDWEhr1Av0g7VXC2kUmXsBALOPP4XT/wAASP1aNgmcGzIMw0gfeU6bffNmAJ3J9tglrzyRNt43AaAcrwg5XYawrR/8ALilo/yQMVDCzmQCSXQ7Xx7chfduA978PlA5OztndR1W17pJAD+sANYf22EV6XjK5WUADcQ00Jq9zuAPujpQNBCyobiImTLQ/e/9LhKufQ9Q/LQf0xBlVYReCgDd993Vga7O0mcem8eLrhq3vxhvOi1s13P6Afz4vZOjFrAJ6ABkQeL+OzZhE5B43wcGp6KW2J473AWIMW9q8J72NuD2hzzPG7VKYyfm8JZ1yAKAq0jgQz+v5i8FOR4zvoGk8oVHZ7bc4X84ByTe/yCw32zHlY6C53ne5I9euwpj68IPwqtHI0/wi9N9+j+NnLLGeWHgD/V/Wr2ca+Saf1CyLCgaCNlQvASgo6AFQn5ZJjEz8bhKpHhUix54FVBpk6f/5OEizp0H5q/itT83DMNI598rtYJLUB2rs690bMKVp/+1Yez+x6tov9g7fOdjcEZ634mrwFz5bxawGeCNK8Dc0yN9hmFkj2MTXiumjXS+jDOz7bj1hfoxDSMXsFAZ6TcPG4Zh7P7by8CVFxgIuWHgD7o6UDQQspH4hx8CiYuH+4J0icrIgeKssI8dBNzHytDNB88+fgF4vjKPmbNz+hTCdj3vL/cnE6X/5n+yxf//b1+8CngAcNe78C6c+eKJ/Ycs/MQ7se0W4EO71Pav2wzK+XTfCDpvAl77u8eVWwFXgXfv61V/nsVZz7dPBDaDhG+fePti3NTx7OMXUJn+PjDnBWcDmxYvI80XU0X25iv6P61ezjXCH3R1oGggZIOR2D3pdKsaS4aRznc73tRgCoD1r0QwRMgHgPnSbsM48NRV4GJXQQLy8x/xkydd4Ev/+sRc0PEaPwI6hyZtdfprFQDlGcwA89P5tLH7xBxefwPiI59SBaGl4xdpUqmXU4M7AQCbH/xyWBvquyfOBCv5x78BKn/35FzYVvsq8L1zlfhqrTuB+fK3kNqxBYBx/5c9z/M+vw24GlM7cfhius7gD7o6MHuCkA3G3Ox56yueN1rzxaem3DnlCygXnwDaeid/NIWP37r7/931w8NFYeIzZ7aoJtf4+sdvqQBhRcarwCvTz+M1AGgTkz+a2jnyvnR+JhQVMLah+67KSN+BbyJxPMyeyBpfle6Lo7htC4CLqnPVHpE49erD3tN9H79195lbNl14v1O0IwAAIABJREFU8WTf+06Wz0eLnAfOH0333Tm5X8U/AiiXXgLa3vOzAN7b9ofll4+kjSPA/VuATQksSIPZE7U+/vVRCknnSft3Wr2EFYB2hdWBlgZCNhI/0wWU/ypWObo0oGpJV0b60vYL0ec3J/0/bP/ol21Rvt3+t4nLmFEBAyfmd8TzI+ZOHMhfxI7NuPL22wAeezb27ZVLKA78B6B8vPvLYanppHRfHE0B+MGbAD6pwjLPl+cR2Mcv4CaYhamnJ/fF935hu1ODO6e/g3ntw7Zbgj+pP/Rs27T4k+CL6TqDP+jqQEsDIRsJ67dzKB3P9o24yidRGenLFoEcgMcnynhTut6oOxBLnkBQAOrrH3/kD9/8hPvioVN96W++K3n8+Lmt6P1d9//bc6ovPT3sZo6kR/4R5i9YAJw3PFSGu9JHtxTc/j9N/6WBT4z+wuO/NIJyNhtMOltMG0UIe7LTAPDKSJ/hBzzOnRvpO3xiDph7G1sB7Lx/O05s9UtGC1P1yRw/PRv1ngDwjp8A4PzTFbQL+/2n8+Unv/EGsGXnzgWfRIOWhvVnV1hxmtTqernQ0rA60NJAyIbC+pwtgO9EMQ3fAYT9OQu4+11qIzeyRSQAzM2ej5+68/7tmC2mjV/Iw/7c5wZN4DWcyaeNmH0i4Osf/5+OngdmDqeD5MydD+7y4xjqxDS8UYpSJGYfwzHXFrj/1iu49CqQ+rn3J0JXx5kZnP0egLt/Mn69+Se/hcqLl4F5F8c8z/M+vwO48tLCD4IvpusM/qCrRN2IU0LIekbvRhns42on9+mSQ2pXj3Z3bUDGdj3P8wpBdSVhu7Gz62KNaVPp07q/eQegiit4YSEH1xbYIxIwB+tOK2w3up6QDwAwxzzvaBeQyKmWm5OiDe2Wu7wHc+1/k5JWc+3/OZDlQEsDIRsPazT6OyDqb5kanPI8z/MciXPom/JGLfWZVtRhyrUFMK3sFIf9RlW54cEUgJdfgK8fvDGBoJm1IwF0dkH+9oNVizj7jEr7TP1if8IPRFCJEl0/ow4S3bvQ/1H/mhrCdqcGcWqi3NkFwA/bTPY/COz/SBJzP1D1p/7ue1eQ6FjmgwmfCmo2oapPljtg/U3Y8gVUfbLMn5pcIxQNhJA41l6J4sn6wZKnJsqRacLzPG9M4HjWMAwjfeQcLEdFShw8Zpt+X8ojGcfuOT8PVSeqmA28ImWU82nDMPpGKjsf3AUcVp87Pb2ot9PrF1XXAPDmOf9bU6jWl8i8B+Jc1jAM4wB6knXmIYRcFxQNhJAqrEO2KGa1AlB92aKwD1kofSFflnv1Hpk4OOVICNv1XFtE231q8GnPkYCwjw1agxP2e6BiGhak3xcFEw9u8SeY8j6X8Sfbs18EIqYy0qdaZbjTZXxMneTIGa1kZPcfKWXxaw++Bx/bm7r+p0EIiaBoIIRUkxqc8uoUgCqdVNohjrVXlvNfKNVMYo06spxPDwTfBN6POKHZYPHlOFA2ivTEfnfUQiBsjMCYIcrT7nXfNiFkKQy6gggha5dKbe8J+GENzbQiGEb1341Vnyx3wPqbsOULqPsJaTZ84oQQUs0a3BHX2oQtX0DdT0izoXuCELIqRH23dcLICULIDQBlGiGEEEIagpYGQgghhDQERQMhhBBCGoKigRBCCCENQdFACCGEkIagaCCEEEJIQ1A0EEIIIaQhKBoIIYQQ0hAUDYQQouNXoQrKTlUdXv+Alk/Y8gU0Y0KySrS1egGEELJ2KA0YWTieZ9U9vP4BLZ+w5QtoxoRkFanTdo4QQjYkri2E7QZ/BAB0Dbuxw86e6x3Q8glbvoCVnjD4zcgqQNFACCE+wS4EAJCOa/foh57nDnfhega0fMKWL6AZE9oC0mn1vzobBooGQgiJcG2hvbm6w10J9ESHthDDQ9c1oOUTtnwBzZiQpoZVg6KBELLBcWTszVU7NP1PctEnheUPKLR6wpYvoBkTeq7r+j8e7QyrCEUDIWQjoxu3HQl0dUKO+V6KJCDsSbsHSQCAsMeuYUDLJ2z5Apowoct4hlbBlEtCyAamcmoC9iELfkz+uL0VXU/8cM+U50jgY4537OXfeOTS0Dc8z/Oc7vxDyx7Q8glbvoBmTIgDfaf2THme53lTg6lW/zu0saBoIIRsTCojIyUAKE+7KA0Y2bPSGe3Hm+fPnZn+iwEjC8fNPFNyK+fmzp+5tgEtn7DlC2jChN6oBXe6XJ52W/3vz0ZlFa0ahBCyRlDW7SiEQZj+YcEEVJC+gHK2W9a1DGj5hC1fQBMm9H88RzKMoWVQNBBCNhquLYQQ4b4zuS+hvUjJcT3vEtJZ/oDPt3rCli9gFSYkrYGigRCywXAdx5bR1hMcmuFe5DqObQGwrm1Ayyds+QKaMaHn0cSwFqBoIIRsSBwZe2WtOrz+AS2fsOULaMaEpNVQNBBCNiprcFOkbqBuWNtQNBBCNjBrcFOkbqBuWMNQNBBC1iOOrNqHqned6xzQ8glbvoBmTEjWPBQNhJD1h2sLvVhg1eH1D2j5hC1fQDMmJDcAFA2EkPVKVf/D2naIri1gWs4Ch0sOUBPq78urPGHLF9CMCT1aJNYyFA2EkPWK6+qpldWHnueN52ACyDl1D5cc4LoqS3DMdVszYcsX0IwJHQnpuOH4qkPSYigaCCHrkqBjsh9GV3Xoed64QFJGn1QdLjnAtYWp3qJbNGHLF9CMCasqMbAww5qDooEQsh7xqwNFQsGSsUMTViEaYAF4YJkDOmC2dsKWL6AJE1IxrHUoGggh6xcntifJgjp0JIKuBo4EtLfh5Q5o+YQtX0AzJvR/OSqGtQhFAyHkBsextRB818507ZvUDs0koH3i9AObuo6FA8YF2pcasFmL8ndtcxuQEKs6YcsX0IwJtcQJx4LyUwTHVAxrFooGQsgNjWqNGOxA7rjsBJDwdzjXcewcoH8ybiUAbNp1rMEBasLgEi2YsOULaMaEMhrveZ5vCWL+5Q0ARQMh5MYndEMoCma0Y3munTGB7cEA1xbSKaSWN6BjK3DLR461bsKWL6ApE/YMhYdCOh5zJG4AKBoIIeuCOroBXcNBkqWjXm07Reg2X+6Alk/Y8gU0Z0JhVyfCkrUMRQMhZL1QpRvGBICu4VgFQqDn2ge0fMKWL6A5E9ItcQNB0UAIuaHx32fhv7xaiB1KICOua0DLJ2z5ApoxIXXCjQpFAyHkxkWvDO1IoKtTpfD5+XzCnrRNf6u6tgEtn7DlC2jChC4bV964vAOEEHKDUjk1AfuQBaA0YGQxbm9F1xO3HfI8B9ksHO/Yy7/xyOUh1/NGrWsa0PIJW76AZkyIA33PHPI8b9Ra8gcmaw6KBkLIjUx52lWKwfFG+/Hm+XNnpv/CP7TgVs7NnT9z7QNaPmHLF9CMCafL5Wm31f/ekGul1aYOQgi5dlREQ2joLpixQ0fCsq5rQMsnbPkCmjEhHRM3LhQNhJAbGj9A30eOxw+d6x7Q8glbvoBmTEhuVCgaCCHrgCW7I17ngJZP2PIFNGNCcuNB0UAIWdNUJejV5utd54CWT9jyBTRjQrJeoWgghKxh9JzK2sPrH9DyCVu+gGZMSNYvFA2EkLWMawtA2rbwuyHFD8MBUiT1AeHhkgOiCZNivBUTtnwBzZhQ4ciYlqg6JDckFA2EkDVOVSWg2sJABRNAbsytf7jkAJWBYTlRv6RVnrDlC2jGhI6E1MZXHZIbFYoGQshaxhVBJUEVlh8/9DxvPAlY0SdVh0sOcAVgqiTB1kzY8gU0Y0KGQK5bKBoIIWsWlbmn9htHAkjGD+WgQPwTLHNAEoBZaOGELV/Ayk9YoGJYx1A0EELWJq4thBDhfuPawow0g+d53mASQNIKjscFtm1bxgDXFh3trZyw5QtoxoQFM3ZIxbDeoGgghKxJXMexNYN3cGj6yX2OhFWwLQBJGR4uZ4BbsGC2csKWL6ApE0qtiyUVwzqEooEQsoZZMgjyOge0fMKWL6AZE5L1C0UDIWRtswY3ReoG6oaNCkUDIWTNswY3ReoG6oYNieF5HgghhBBCluIdrV4AIYQQQm4MKBoIIWuf0sBAaeHD6x/Q8glbvoBmTEjWI632jxBCNjiqglO8D0KsaeK4AAD0+J9UHS45wJ/QHJqM1TwG4PvgV3zCqsPa8dd5R2FJJeScRhZwDXe05AodVonemFA0EEJaiCNj0XNVh57a/yxnocMlBzgSMGNTjotwgCMBbF3pCZPxQ7N6/HXekWuLYEI/9nCJBUhnuXe05Aod1nzcsFA0EEJWGddx/DdSV3Z1DcdedtE17Hqu40z6h0ik5JDtLjog/rqMHT8/pI/HvbnYYTLY4BwJqx9hwUNXm3DScdz4FfUBveNefEJL2q4/oYWtAMS4OpTjchuAzHjV/Evdcp0B+gyZcX/90nEsQNcI/gJkwbbdaMA2K/4M7138juo+c32A3+zSC5exov9+kLUMRQMhZHVxbQEI27FFr0giQjqu3RMdik8KbDf1AbDGlx6Q0SYs5LBNP5TIyV6lGlxbIFk1oSxI5HJd+oTbLBkbkMN27XBQoF/2IgEAPft6YUI67m/eob7dDuk4tQuIz9/IHcUGSPQmgQcKk7aAdBx1RwAgx9UdOe5QZzh83Km5Yn+uUzuqd0eLrVA9QxHKBCqGDQdFAyFk9VGVhh3X9VyZBDqHAtPDcFcCPbbrFUzAtMeGe8XwkEDG9CsXLzRAyJy/e7nDXQm8WwCmgHRqDm2hChz3qz3Q8dzhriSE7fr7n2sLNaGVAkzbcd3wiv6A4FC5+XNSTVjoALZJ/+1cOQQ6RDh/JraAOgte8o56hocEALPguXZvV6evMJLSdW3VnkO7I1tIx5GwHkAwYNxWz7DdHPM8zx3e0QZ0DrkL3tECzzx6RIFlhYphw0HRQAhZbYJtLYh2dCSCTUltQ5NDPb5hXYzrVnGZqzsgCgyE6b9zV413x3LaoTvUmUBCjHmRiMhFMxTUCnNjYxIwhfaa7YQrdId6eoSQhfDQf30XQ8NC2JPxQ7dmAVULdjzPm8xtNwvqjvKy+orjthA9PTknCPpw7QyAHtuZ9OevviPX9g0gQKJrWHO1oCuXC+fVn3n1HdV5hq6vFCgVNjIUDYSQVhHohgVc58Iek0BXJ+RYsIWp+P2FByQXHR8cOo4diAS1QfYgqU2oL2mret0ODtWrtzcpM9GhawtIJ7zGu/f16IdmzQJcW8QWLGzXc4e7/AnHrNoruo4zFOzhfqxBj1ArUNEFtXck4A+wLKB3X4/+TOCLC/2Z197Rgs+cGRIbGooGQsjq4Ogv0FWfiAxkwUL1AM9TgX7StpUf3akZ48pkMMBUPvfOrt5wY9PGQ9iuUiljtt+CMdxhNYuHGY0fHhJCCMsKF1CQAGRBRpGUgPykiYy2kRbMcCOuWkBgYujq7IkuJx3NyJER4T4fu2IsFaL6kSrXSmi/kI7nFRZZkutK09cN4QRj8TsqyJg00ExChFA0EEJWg8gB7u9trq8DAunQ3w9ZyAFAh9A0gS38TdRx3cngQFkEwpdqS+3Mvbkxz7XNOicL9X6vYUa6YVwtxJGAMHWPQLjZByt2xyK3grqEv+Nr2QRqAaFFIFwckv5J4wKA5QR+BjUgJwXQ2QXlUwiuWIj0hMqPqNZMmpujDYH3AiK1yJKiacRYfAb/jlTSZm2XCeoG4nkUDYSQ5uPaQghRVY5BTxTMSTMZfRDsctEuFgXejdlCOt5YLtrK/clEIBZUPKHasjNJICHGPdd1fYu9dFzHGZeAb3V3ZPBqryIH/M9C/4IVveuHKsdTO3/SykXxCe1hnSVXJgExNOlWLdgMdYM6IzRyjMtIAXR2ISerRFX4DCZ1awcCiRNu/PfeG8VLWBaQqFpSbk8gD0TGN3AIM35HMrSABM/Q//mk47FyE/E8igZCSPNxXbvGtO6/cPsBAW7MJV/lyAhqRA7vSwaWgciJAEB+fl9CP/SNBOK3drWFV3VtIexJW4jhXBJISmeoE1qFw7gdQo4rlTOmVERokNC8GDmZA4CkSvuYVCEJSWlLfQHagoVZZ4VVN6l28sS+Sf9139S9GJ4rk5pTQZV0UrLAN1pM7guMGXWW5D8iIfeJ8JrxGZRY8XVDVJez9pcjGxqKBkLIqhCUR4ztQZHTwrUzZviGrfkE9PODRIckhKlSEywLEMNjjq0mrypT2Cu2A6a0BYSU6i3dDKY2BSCsuNXdUX4Qz3XUhA88EHOpJEPfRcG23cDIH15VpT6M+YpHOrEF+8IgY2pXdCTCbAVP1bxyJPwRMS+G5/mekH4nNHho9Rgik0zgyfG3fBGEL/jPWSVVJuV4tV9Gat6POs+ckACKBkJI89BtBoHTQQvuc7VaTEnpqo0x2WFa2jYc2xg9zx3uQmLfpOe5diqhChfIZFK6uijRxo/FIhm0OgZ+kkJ0idAiERuflE7MwoDQZtAjc1HUQaAbclA5m5ricWUyWLCyW1RdMb5CUbCFKQBIWyZjW7iTQxIQ0gpMEG4wQE/gtF3H8teg/QKBPnADB8f2zpQaH3sygYqhZYEsCEUDIaRJaF55taNbjraH+S/EWmYg5LjjyHfX28NcdYLnxd6wlUU9sy0YH7z6QwwNC387DfbUTHUspCz46ZrRNqntvir9wLGUbgjc+VUSJIqmjGbw3/V9+REzCcTiNqNIyeDj3n09ANBjO67rP6ahHv1qBV+VdMlJN/S36Hc0bgugq7NH5qKHpmkCVdg6/NAc8xwZPH+FFcVCUjeQulA0EEJWCMeOmbIj10PUdDHqe6R2tCgWUvNH1OZm+mP0AP+4HPmk5hMI9kszOj9MJYxPrKVrBgomDLn0My5UImgyqPUYBErmpL/1BrUsq+0H0T0GiRmBSBBDw2FcoTvUmYjyM1X1Bc2B4Qa1ov05evf1SCcQLlGsRlg70vPCgg8aIhOO7VXRka4thJXSZok/f0IWhqKBELIiKBWgucD9t2hXJpW1fNIPVwz3pcl9CVUXuTqw0al+fY82wLG4PUApESuUBKETQ4VeBmF9nu/O3xaUNQgqOGWCy7iTQ0IMDQs/m1Nq1ZJ1DRFbpH9+UIM6yGgIL6EppapYznCLH+qEVlLBsYeGRazAlIjHQqoPXJkEEvvGbCFsR8uxCJ56774eJP0MTOVACQIoc9B/goJWsMELb5S6gSwGRQMhZOWoLgSk4hgs3e2O3nhonYoT1KwAftljX0eo92h/00126OGO41E9h8iUUF2NICrZkBG9gLCPCr+FgxDDQyZijgIVKRkpmOrQAHu4CzBlVD4h0TU8lotLIdcWerqj/kQcqaoya0+ooMulJBB1yARy+zoBy9GGRMYTteHL4V5YVk3soimEkGPupC1Un2zdYxIvwBAVbCCkISgaCCEriiOBZLAP+XmAgJ++6No9SMTtEcNdaO8E5JidSaoqR2FJxyqbQlAmKfJxBHtuLB1DNwZEZR+V2d4UQSSEZQVBAMmqi0Rv9/E8yUIYZ5AbC3wYSUAMT0ozJjDcoc5EZG+I1XwUmuDwdUBqX6922PGAVpXC1y9+nSYnZ271bz5sigUxrmpeacojN6msLOqCenUHJ/5EVQ0JJwdaF0jDUDQQQlYWZSQIXPXhjhkG2YmhcXu4MBbIhrEo2M8PaEjqOQO6nyJIfdRqCeSkEDLc9qI9sdpGEO2XIoxeNAueZqOQTuhACS7pSDOIvwzCE1xb9Pi7vAhaMoRxGFohylzBllYQXREYAyb3JYCMqmYN0w+MCKf3y1xr9pLqVA4krVy1WSGQBWNqBr/vuButJ1Ykw5H+6oU9LMLHRK8EaRiKBkJIE1AFBwelvpurnTtsByVsx84kwwDFeAik0BMTVMUjf+Io9cCRQZSgmtCyYtqiZhec3NeubcD9FvxTInOEG9V78MtFjMUjG4LcRS9cXNAbO3bRBWs+yjEtXSIs/hiuMAiMDIIogv0+jCl1hzr1QI3gUsl9w1rTrM6uGh3jBPEW0QIDjUKtQJYDRQMh5DrRbN7RFuQ3Rmqv2kiruCN5v7811/kyep2XmgshzK2MXdG1ezoTuueieowKWlS6xQQS6NFfx6s2/GjDjoRIkD0R0w6+xSJu9deqWAYfhSEbmgpRxgs9DsN1CmEwaRgLEQsTcVV5Jv8Stp4DUgiNEK7tR1P6xPtW6CpBC/YkpCEoGggh14Ujoy0tqqYQfIeg40JViKRri5zMJIHO3JBAGK8QtFkqmID4vC2ElLbam81Y1GM8VcGL0iWifTN05DsSEFYqFvBX1YsylqDhi4mAjnD3DwREXBDkZCZad9UTCFZqaicmkYvFhYrxOnEYmegKZnw9YrzGbKB0hRlKD19i9eraRJVnMIM71NZHSwNZDhQNhJBlEtVjCEo+B1+Em1sS0OP5osNgx01Ay37M9cT2MkcCsd7OWjXjqisGLnztxNApECUrFiSQiFpKRSIkXmHJc1S5pwjTHtMMFqEEUVtvJkrDFJloTVGyQx2FoZ6F1krKFoAYHjL1TEwVFKKFNQThk9GAjtDR4g+LlWdoh4oo1dNMkmasaIW+REIah6KBELIs9HoMVUF2kE5UNFGYusFf2RsKMmwpGRV51BwJluN5XmEhV4VGrnYD1DRKvNu1kEPCBLC1JlIiJAqZCJthep6zBwDa/W4SmjPCT6pU0Rn+ExiL/BV+lENQZkoboHwtYW5FcMVeWFJGvbODMIhIEOyIVtr17lB6wJcGoZ4a6gS6hgPHSlCoyvNcZyxeHoKRj+SaoWgghDRMaGOoqj6A3n09Qgj/Pdxy6m1Lrt0LINMfJCFoO72+j5taHSU1X2dXr3JS+NMIYUWtrdTbvGMPy56Ybgi6XavWU0LuQTLcajv3BekWri2tXK4rgeA1PGyGabue57oyBSA5qAcShrtvkAoRPQ3XFkJkQkODv/MvkFthO1rn6UBkJINkiJwMq0Y6EmjTBE67b0UIe2THoxJUB2vVgELVtHQ0hw51A7lOKBoIIQ0Sr/kY0w1a9YEwFrHGCuAO3RMNk47nDiX1AUHC4/26HyPmf9fOVdaLDlHH5BBuznr9A5h+owYhc1UJjWpzj8dChIrEjzJ01D1u1+/Gb+cd6YbYE9CSKKt1Q5C0EJ0TVdMGhG1HLacC74pvUSiYgBjT61nHql66dpC+Wl2UUi+BFdMNjIMky4OigRCyHKptDPqfEe1h/mF8l1Qdn7qGg1ZQALaLHkA1eADk2HAXtBoLUQCDXsswuOp4ry4hgirLkyruL+gAGVSNjCoaRD4AkRFBT4l43yZzMAxEsKzwnd7WfBsxtWSpAMuCCcAKX+gLZhCXsWRuhVM1proTVaDDBnuRQFQXso6fJRPXAI4eHBp9QgMDuWYoGgghyySmFaKABL0UtLYzRVtbWJ9A8YAVewPO6AYGS8YCH+PFEAIHQE6GIRLBxqttpmbVa7T/Gq+241zBUXYCvRyCH3YQL/EUC36EGK/VDaq0Q0SuIKH33gwzFKqcFD37ejWbR7xX1qQtYOU6E/DrSUgnZs3xiUIx/PmElLYTd/2E3boJWQkoGgghyyfy4mvOdf9/44kAfp9Gv3CAjCo6RwF8YRUGbZsDwpzIqJmDCmwMDAdVGkTbkP0KSIG4Cfd80550XS3lQt/+dT+Cf2cqsGG4C9j6Sc/zgoYP1brBb5ORVLrDBNCV66/Z4PU4zYKtqjhGD6mqV5ZM+vmh6tn0ZwCgPZAIsZuOJ6X4nwUaxrRdrza/lJBrh6KBENIgcZuBCtzLhS/R9XorO9Iv3KTiBIIBUQpllMA4rh0oe4GFqP5BUGNxPPLmh9GIomALFUKoFzTIjHtemP8owj6YkUlAaY6gLVakG8btWFcnZ48KQ8ypsoyhbvA0o4AeIyHHZBLoCPZoR0IZSsJYTl8TaZ2rtF5Z0nHtYWn6N+DaApbSHyrFMgp0EKpUVaht/GnE8JBqp2lP2iLI1BRSCrokyMpA0UAIaYSwjTQiW8K4AGBpWQz+666MVS/S9uFgQE7GemGrJgwAgIRW0sGxAPTEa0LEt3yhHenm+5wVhlgq0RIWlgzCBv2SDFo4QaQbYn0jVWdvZw+AjoL2HJRaGvc9AXptJ9xzxy2qSLaI2zB01VWQQE+sVRUgHd/o8oAFYQKW5S/FHeoMpojiQ3w/jlUVKxo106oqn8GQR7ISUDQQQhqgYIbliHNI6vUZ/bd+ze9fvTtFXn0/A3ABAgOEeoOPyipprvuo9YQblmJQ1Q7luC3MKE8ziIvUluLKpG+lD3ISwnaaVUaUWgeAsweJbfDf7f0ik+o93t/pteDNMB5S2I6rTS9M7YkhLCAdBnFWSSLPtXuVV0Z18RYAOuKP2LUz2tMJvBxAWKJKrwbBgtFkJaBoIITUUKUAfHu4v7fJgkS4OykLeUYgan4tqmRDFB6w2MYVL8BcSIVv865Mxl3y9eIY/ALNWrSDWrU1Hp3VC8DSwyGCQsyR/lBGFDO8szAcc6gzrPeclFFbhyCtoaqwdC4Z6YZg3YWw7LPmyok1nhiXnfqc+o8wHh60B6fJqj7XVVSnnFA1kJWBooEQEkczbYeCIMqE8MMaJyObQegXCPfq6t0pclvUuZS2z8UOLSuSLLphw6vRNPoldKt8DttQZ/5ImZhBZwd/i7Us7MmlEOzLkE7k8/CDC61+qKKQZvxawYo6hybDwtIqsFHYk7btBDu4a4tYqkV0m+rJqTbfhSBhVVMj2k8SmRyqjAm9IukHP/of6GGS1AxkBaBoIIRoxJzhnudIdHX2IDSYCyRRg9YIqq5mWOblo90w8ALUpE4GoQjC1DZcfYsPt1kn5iaIilyrAeNBIwxhQVkq/O7VAJDLdQFbO5Rs0nST5ffUVtaWaIP3vOouD8EngPBDEZ1cUDbBtUVOan0ltOUA8SRJJxe26lA3YQJ+sEetXccLi0LKOiqNkOuEooEQElCzz/gKQC/qnNBfe72xfYkEIpN6HYP5MhSEawtYUqgcBPUlPljkAAAOCElEQVRuXNUvStEfOgUyVdcJm1frMRRhWQm9MZXasKM3fO1KqoSz53mOzEmhxVwGFoLqsIdog/d7W8eSKYWwVKUF13Xd4S4VgxAYASb3JYLT9dwT7c9+FONY4L5RwkiFjsYSUfSnuMwHT0jDUDQQQnwcW8TfqWu2az0kMUSXFDXRDEJrG7EEbr3cxcDY7vjdE5IZy9Q3VGFPhpEHcSd+7M4kIIaH9ApRCMI0FGNClZdyhzqBzlzkcQnmdHJIhg4D/TZjF62qSKE6X2hrUnkQsRvIRDmkdXJW/WDL2qKS/lMyKQ7IqkLRQAjRCBVAWC8x/Ga4KzIqVDWGqO4Tca3Xrcpd9LMb1Pu6LISaJkyMrGHhVhT+G7sUQRaDH9UYFHsK8z5VCepMYGDRLS1aXEKdapMKldO5gNnAq7LmuLZZN2dVj3qwIhER9v+sqoIVQQVBmgxFAyEkTlSJIJ7R4EVvt+EWGovOr35NbpQgPrFu7qLj6Q24Q01jaRLBtaUQ6Ors8a0a9RpVeJ6frml+MpfzYzBC44HW4FsTEKFcEMOTVQYDTTfUVqTQwxSijp/VJgJN0yycklpTBSsKjdQCKKM1LcOuQ8g1QdFAyIanyk6gFRysM3hMoKYvUmye5emGRTdU9fK/PdkJRAkUS1o1oqSBqoINdVMUO7uiiElNQBTCfb9nX29UbVLXDY5qb12dy6iFKdSUkNL8FFEE42IpqfrzMCO7jgmgc4hGBbL6UDQQsqEJ3/IDs0Hwmq5HKkSW7+qogfi3y83tc22hlTyKT6j2RGePOsrs6/EdEvraFp7V92FEZn6zELzPu/a7ASRyar1S6849HuzrhcDG4S9xaFzpg9qYA6/mkbh2j+9VcSQgx8NDhZa+EVcQWOCOan4gz89pWbY+I2QFoGggZANTLy0vMon7G1xOL19cx2C+0ERL4tpC2GPRhLnqCQvBrKGTwan2Uyx4W4BlRSvtag9kgCMj74PSFaEaippXaDGJenrCAlUv64UpqGxRRyshpUaGrS1rXD8L3knVoODE6/AHEXLNUDQQsmFZ0GwQtoau+jYKClzo22u4vjah6AhLP7oyiTvurVvQKdI0yZq4gmB8vL21HHdtFc8Q7sEqcEMM6hrIFw2x7JGot0NVzat4heqYV8UE/GJQgdnCjKIpCzJ2gUU3/egHqvKssGYTaRUUDYRsXJZjNlhcFSylGRZ5R9dKGsqwW5VbsJBE6LiPna6W5+/TsTjCyDwQRiQEDaqC2ZPhOch9MlbpCQD0SlZezVYdLd+RyIjaTI2k/3VcsiAVa0ylZUMsWdp5Je06hKwEFA2EbGAaNRssbktfytLe+Du6v5337OsFpBP0kFTfqMwC13UX2kq96k9ULaqgTWZQ6QFJAMI0NUVRRxyoDhOhRAhcIio9IYgpWECyuI4jTQAdoSNF2G5UiSHWlXKJvX8F7TqErAQUDYSQKvwtqU5BofigRb6Nj4tv6nW2u3BDD9GKOgHC1lMe41PEghO1RakJCmb1Ip1AN/TuU0aFBStShEtYsuZVPOjBD8WoGxVRdf41mguoGUjLoGgghOg0FqDXIDV29EW3Oy3GQn8j1z33WgOpGt2gwhS01E1hDwaaQZha8KDfixPIySUqUtRUoVClJcccV7900lLVETQ5YEUCJYqKiD2Wa37GK/oDEbJMKBoIIQ2bDZY7bePv6F7dN/K4F0JbXrWbw5EAtib1iARXbq25nK4PfMu/uWBFChWZEAZFxAWHsB29+kNYLdK/5dCzUVu2MnJ5LONJN+kHImS5UDQQQppJ450pajpH+K6JyE+xqJtjXACwxrXLbcH2MAxS81NEFoweJFVPivCUYIBfHWFsuAtaF8/I/KDuJmieqewNZqRwkgBEJlOT2xC75donQsiah6KBELLSLNmZorFkijDycVE3R7TX52TMB5E3AzNBTQWIsG+F34GrpiLFgq/z/uRmtQr6fBcAmDIXxEzqgZaErBsoGgghK0m9CobxEIEGkinikY8NuDkyw0MCfkPtkHdb4VG83EKgD7R6kHpNR5mMbfe6BSJcY+iZCM0SvhAJu4TngvROQtYRFA2EkJVjkQoCSg9YVmPJFDWf1nVzjAlAfD6y+bu2ELZjCwh7sl4kI4B4N+l6V3Ks6voQkdjRnBxaVyoIWVWmCizaSNYnFA2EkJViqc4UNc2ulsgdXMLNoYIS6hSNXLhgYlXqQe31XVtEXbJrLRCJpG9Hidpnm76BwXXDAMfF10DIDQxFAyFkxVi8guGykikWdXOMqxbSjoQpNA+BX6S52tyxQOpBNHNDuQmuTKoi14GDQwZ9sZTRISg0waKNZD1D0UAIWTmWrGDYYDLFkm6OZHUjDP2qixgwllOTShcyrt0LoF/XOzkpqtYQdMSO3zIh6wiKBkJIk1Hxhj0LeRnqnNBIA+4EcvEh4RnXvV8HkiWmMHLSBCAKenkGXSXUTEHNQNYhFA2EkCbi77uqfkLdZIoFzvK33ILQbALj2hw1VR30qa/HMbBYQYixmGHDsha4CRZtJOsWigZCyMqztBdgcd0Q8zvEPBvRB/VqNSzhdGho3QvWvXZtofwqCfTqF67TvZqKgaxTKBoIIU2iIS/D0kb8KPwh3klLSFnf2HDtNBaqyVKOZONC0UAIaRaLJ1Msb6KwX3bswybs3nVCNTXxkBTDYb6FtBdwkRCybqFoIIQ0jSWTKRaizjs+ombVsQs04Z0/Fqqp20tiDTf9RlUuTQ5kA/GOev9lEkLISpAanAr+rhmN+j2WThbF/j2pBc8qDRhZ1Kkz7fTn030jldgF9uzHxKnKQjM1SmWkzzCMcO7U4JRri3I+PVBC5dQE7EOW9gXyXygBsEY9zxu1UqmFb4SQdQdFAyFkNamM9GWLcnhwoa3WVwy+xkjd1x19ZY16Tnc+bQyUornSeSymPxqgNGAY6Xy349rIp8OplW4oZo1HplGedqPhqT37xdlnrlumEHJjYnie1+o1EELWOaUBI1sMDqSjmx1qxkH/ujRgHMm4UwtKjBVZWXDFaJXCVtesjPSl868JTHdHiyoNGCf3LngHhKxvaGkghDQda1Rzii6835aeOStQzAav+2oTL+fTRkiVd+J6qYwcKUonVAzwK0GjnP/IcAW+e+XbU659NhsuIQuHioFsWCgaCCFrBWtwyncKDJRKA0b2bE2d6e7pU6Wl52mY1H3dOPtMBaUBI3saKB4uqjLUFs4ffSS6UGpwSguvoGQgGxi6JwghLaUy0pfOlwOHQP1Pmn11AJrbpDRgfPosbt+/Gtcn5MaClgZCSMtYLAixrH3SPFKDw0FBp1AxZIuYKWtukRX2iRByA0NLAyGkRdSEPcZQNoBFoiZXkOBaDrLZs0PDOHokiHysjPQdmO7ev3d0kE4JQigaCCEtojLSl54ejiRBmLsQ+SVUSmWT3BRxJ0jpE0b2ePDV6igVQm5A6J4ghLSEIAgRykthZIt+kenu0C+RGpzyvGYohlq3iPWXWg8tKgZCFoCWBkJIi6gXhIhVrs1Qd0nUDYQsAEUDIWRN0WzNsJRbpKk+EUJucOieIISsHZYqMr0CLOUWaZpPhJB1AEUDIaTFlAbCcovpfHfTXQPWIRsqndLXC+p61l4JNpUgZHHoniCEEKxCKAUh64C2Vi+AEEJajnKLOB4VAyGLQvcEIWSDsspuEULWAXRPEEIIIaQhaGkghBBCSENQNBBCCCGkISgaCCGEENIQFA2EEEIIaQiKBkIIIYQ0BEUDIYQQQhqCooEQQgghDUHRQAghhJCGoGgghBBCSENQNBBCCCGkISgaCCGEENIQFA2EEEIIaQiKBkIIIYQ0BEUDIYQQQhqCooEQQgghDUHRQAghhJCGoGgghBBCSENQNBBCCCGkISgaCCGEENIQFA2EELI2KQ0YOgOlZl6oebOT9QRFAyGErD1KA4aRheOFOLKYNfpGKs24mDXqeaNWM2Ym6w3D87xWr4EQQkiM0oCRhRPfySsjfel8t8PtnbQQWhoIIWStUXnmbO2HqcGpwCBQGekz+kZKI32B66LKBFGJvlnsq8AnUe2eWPD02Mn0aGxEKBoIIWStkRoclihmF92Wy/lsvtvxXRflfDocWxnpS+dhu57neZ5rI58ON/7YV54ji9lah8eCpweWDt1fQt2w4fAIIYSsQVxbRH9VS6fmKxFs/v4H/rEj4195jgxOr/mqZsRip+ujyEaFlgZCCFmTpAan/L+oXVsUszW+gu77UtHY+7pRnjhVAUonixD790RfIZ0RKJ4s+U4P/aw6LHK6tXdJ6wdZ91A0EELIGseXD3EvhMikFxpfzqe10IN0vhx9tchZS55ujUbyhTENGxSKBkIIWWNURvrqbcnWXgmcfWbprMs6Logg5aI87V7P6ZH1w5GoFxFB1jkUDYQQssZI7dnvuwRqCd0LyhvhE3kVrL1yIWWQuq97SdGxyOlVA0edBkeS9QRFAyGErDWC7An9Tb40YGSLwj4UVmko5w/4X5cGskXI4cEUAFiHbKHbAEoDYTCEdcgW0Vn1DRoLn14aiAVVlE4WG3J2kPVF82IsCSGEXAeOjP1trXkNXFsA0o7SK6qyGmKJF/Ev6+VkVOdFLHh6bEX18jDIeocVIQkh5EaDxSFJi6B7ghBCCCENQdFACCGEkIage4IQQgghDUFLAyGEEEIagqKBEEIIIQ1B0UAIIYSQhqBoIIQQQkhDUDQQQgghpCEoGgghhBDSEBQNhBBCCGkIigZCCCGENARFAyGEEEIagqKBEEIIIQ1B0UAIIYSQhqBoIIQQQkhD/P/EdsYesZpqOwAAAABJRU5ErkJggg==" /></p>
+<!-- rnb-plot-end -->
 <!-- rnb-chunk-end -->
 <!-- rnb-text-begin -->
 </div>
@@ -232,13 +215,16 @@ <h1>Variable importance for RF</h1>
 <h1>Trophic levels</h1>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
-<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxudmFyX2ltcF9sZXZlbHMgPSB2YXJfaW1wXG5mb3IoaSBpbiBzZXEobGVuZ3RoKHZhcl9pbXBfbGV2ZWxzKSkpe1xuICB2YXJfaW1wX2xldmVsc1tbaV1dJFJFU1BPTlNFID0gdGwkTGV2ZWxbZ3JlcCh2YXJfaW1wX2xldmVsc1tbaV1dJFJFU1BPTlNFWzFdLCB0bCRTcGVjaWVzKV1cbn1cbnBsb3RWYXJJbXBIZWF0bWFwKHZhcl9pbXBfbGV2ZWxzLCB4bGFiID0gXCJTcGVjaWVzXCIsIHlsYWIgPSBcIkJhbmRcIilcbmBgYCJ9 -->
-<pre class="r"><code>var_imp_levels = var_imp
-for(i in seq(length(var_imp_levels))){
-  var_imp_levels[[i]]$RESPONSE = tl$Level[grep(var_imp_levels[[i]]$RESPONSE[1], tl$Species)]
-}
-plotVarImpHeatmap(var_imp_levels, xlab = &quot;Species&quot;, ylab = &quot;Band&quot;)</code></pre>
-<!-- rnb-source-end -->
+<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
+<p><img src="data:image/png;base64,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" /></p>
+<!-- rnb-plot-end -->
+<!-- rnb-chunk-end -->
+<!-- rnb-text-begin -->
+<!-- rnb-text-end -->
+<!-- rnb-chunk-begin -->
+<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
+<p><img src="data:image/png;base64,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" /></p>
+<!-- rnb-plot-end -->
 <!-- rnb-chunk-end -->
 <!-- rnb-text-begin -->
 <p>When you save the notebook, an HTML file containing the code and output will be saved alongside it (click the <em>Preview</em> button or press <em>Ctrl+Shift+K</em> to preview the HTML file).</p>
@@ -246,7 +232,7 @@ <h1>Trophic levels</h1>
 <!-- rnb-text-end -->
 </div>
 
-<div id="rmd-source-code">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</div>
+<div id="rmd-source-code">LS0tDQp0aXRsZTogIjUxMCBBbmFseXNlIEJpb2Rpdi1SUyINCm91dHB1dDogaHRtbF9ub3RlYm9vaw0KLS0tDQoNCmBgYHtyLCBpbmNsdWRlID0gRkFMU0V9DQpzb3VyY2UoIkM6L1VzZXJzL1Rob21hcyBOYXVzcy9wZXJtYW5lbnQvcGx5Z3JuZC9LSS1IeXBlcnNwZWMvSHlTcGVjX0tpTGkvc3JjLzAwMF9zZXRfZW52aXJvbm1lbnQuUiIpDQoNCmRpci5jcmVhdGUocGF0aF9hbmFseXNpc19zcl9lbGV2X3Jlcywgc2hvd1dhcm5pbmdzID0gRkFMU0UpDQoNCmFsbF9tb2RlbHNfcmVzID0gcmVhZFJEUyhmaWxlLnBhdGgocGF0aF9jb21waWxlX2FuYWx5c2lzX3NyX2VsZXZfcmVzLCANCiAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAibW9kZWxzX3NyX2VsZXZfcmVzLnJkcyIpKQ0KDQoNCiMgQ29sbGVjdCBtb2RlbCBwZXJmb3JtYW5jZQ0KbW9kZWxzX3JlcyA9IG1vZGVsUGVyZm9ybWFuY2UoYWxsX21vZGVsc19yZXNbWyJyZiJdXSkNCg0KbW9kZWxzX3JlcyRyZXNtb2RlbCA9IG1vZGVsc19yZXMkcmVzcA0KbW9kZWxzX3JlcyRyZXNwID0gZ3N1YigiX3Bsc19lbHVpX3JlcyIsICIiLCBtb2RlbHNfcmVzJHJlc3ApDQptb2RlbHNfcmVzJHJlc3AgPSBnc3ViKCJfcmZfZWx1aV9yZXMiLCAiIiwgbW9kZWxzX3JlcyRyZXNwKQ0KDQpyZl9wbHNfcmVzID0gbW9kZWxzX3Jlc1ttb2RlbHNfcmVzJHB0eXBlID09ICJwbHNfZWx1aV9yZXMiLF0NCnJmX3JmX3JlcyA9IG1vZGVsc19yZXNbbW9kZWxzX3JlcyRwdHlwZSA9PSAicmZfZWx1aV9yZXMiLF0NCg0Kc3VtbWFyeShyZl9wbHNfcmVzKQ0Kc3VtbWFyeShyZl9yZl9yZXMpDQoNCiMgR2V0IHRyb3BoaWMgbGV2ZWxzDQp0bCA9IHJlYWQudGFibGUoZmlsZS5wYXRoKHBhdGhfbWV0YSwgInRyb3BoaWNfbGV2ZWxzLmNzdiIpLCBoZWFkZXIgPSBUUlVFLCBzZXAgPSAiOyIpDQpyZl9wbHNfcmVzID0gbWVyZ2UocmZfcGxzX3JlcywgdGwsIGJ5LnggPSAicmVzcCIsIGJ5LnkgPSAiU3BlY2llcyIpDQpyZl9yZl9yZXMgPSBtZXJnZShyZl9yZl9yZXMsIHRsLCBieS54ID0gInJlc3AiLCBieS55ID0gIlNwZWNpZXMiKQ0KYGBgDQoNCiMgQ29tcGFyZSBQTFMgYW5kIFJGDQpgYGB7ciwgZWNobz1GQUxTRX0NCm1vZGVsc19yZXMkbXB0eXBlID0gcGFzdGUwKG1vZGVsc19yZXMkbXR5cGUsICJfIiwgbW9kZWxzX3JlcyRwdHlwZSkNCm1vZGVsc19yZXMkbXB0eXBlID0gZmFjdG9yKG1vZGVsc19yZXMkbXB0eXBlKQ0KDQoNCmdncGxvdChkYXRhID0gbW9kZWxzX3JlcywgYWVzKHggPSByZXNwLCB5ID0gUk1TRV9ub3JtU0QsIGZpbGwgPSBtcHR5cGUpKSArIA0KICBnZW9tX2JveHBsb3QoKSArDQogIHRoZW1lX2J3KCkgKyANCiAgdGhlbWUoYXhpcy50ZXh0LnggPSBlbGVtZW50X3RleHQoYW5nbGUgPSA0NSwgaGp1c3QgPSAxKSkgKyANCiAgbGFicyhsaXN0KHggPSAiU3BlY2llcyBncm91cHMiLCB5ID0gIlJNU0VuIiwgZmlsbCA9ICJNb2RlbCBzZXQiKSkNCmBgYA0KDQojIENvbGxlY3QgdmFyaWFibGUgaW1wb3J0YW5jZQ0KIyMgTnVtYmVyIG9mIHZhcmlhYmxlcw0KYGBge3J9DQpyZl9wbHNfcmVzX2xvbmcgPSBtZWx0KG1vZGVsc19yZXNbbW9kZWxzX3JlcyRSZXNhbXBsZSA9PSAiTWVhbiIsIGMoMiwzLDUpXSwgaWQudmFycyA9IGMoInB0eXBlIiwgInJlc3AiKSkNCmdncGxvdChkYXRhID0gcmZfcGxzX3Jlc19sb25nLCBhZXMoeCA9IHZhcmlhYmxlLCB5ID0gdmFsdWUsIGZpbGwgPSBwdHlwZSkpICsNCiAgZ2VvbV9ib3hwbG90KCkgKyANCiAgbGFicyhsaXN0KHggPSAiTW9kZWxzIiwgeSA9ICJOdW1iZXIgb2YgdmFyaWFibGVzIiAsDQogICAgICAgICAgICBmaWxsID0gIlByZWRpY3RvciBTZXQiKSkgKw0KICB0aGVtZV9idygpDQpgYGANCg0KDQojIFZhcmlhYmxlIGltcG9ydGFuY2UgZm9yIFJGDQpgYGB7cn0NCnZhcl9pbXAgPC0gY29tcFZhckltcChhbGxfbW9kZWxzX3JlcyRyZiRyZl9lbHVpX3Jlc0Btb2RlbFtbMV1dLCBzY2FsZSA9IEZBTFNFKQ0KIyBwbG90VmFySW1wKHZhcl9pbXApDQpwbG90VmFySW1wSGVhdG1hcCh2YXJfaW1wLCB4bGFiID0gIlNwZWNpZXMiLCB5bGFiID0gIkJhbmQiKQ0KYGBgDQoNCg0KIyBUcm9waGljIGxldmVscw0KYGBge3J9DQp2YXJfaW1wX2xldmVscyA9IHZhcl9pbXANCmZvcihpIGluIHNlcShsZW5ndGgodmFyX2ltcF9sZXZlbHMpKSl7DQogIGFjdF9zcGVjaWVzID0gZ3N1YigiX3JmX2VsdWlfcmVzIiwgIiIsIHZhcl9pbXBfbGV2ZWxzW1tpXV0kUkVTUE9OU0VbMV0pDQogIHZhcl9pbXBfbGV2ZWxzW1tpXV0kUkVTUE9OU0UgPSB0bCRMZXZlbFtncmVwKGFjdF9zcGVjaWVzLCB0bCRTcGVjaWVzKV0NCn0NCnBsb3RWYXJJbXBIZWF0bWFwKHZhcl9pbXBfbGV2ZWxzLCB4bGFiID0gIlNwZWNpZXMiLCB5bGFiID0gIkJhbmQiKQ0KYGBgDQoNCmBgYHtyfQ0KdCA9IGRvLmNhbGwoInJiaW5kIiwgdmFyX2ltcCkNCnQgPSB0W3QkbWVhbj49MC42LF0NCnQkUkVTUE9OU0UgPSBnc3ViKCJfcmZfZWx1aV9yZXMiLCAiIiwgdCRSRVNQT05TRSkNCnR0ID0gdGFibGUodCRWQVJJQUJMRSwgdCRSRVNQT05TRSkNCnBjYV90dCA8LSBwcmNvbXAodHQsIHNjYWxlID0gVFJVRSwgY2VudGVyID0gVFJVRSkNCnBjYV92YXIgPC0gYXMuZGF0YS5mcmFtZShwY2FfdHQkcm90YXRpb24pDQpwY2Ffb2JzIDwtIGFzLmRhdGEuZnJhbWUocGNhX3R0JHgpDQpnZ3Bsb3QocGNhX3ZhciwgYWVzKFBDMSwgUEMyKSkrDQogIGdlb21fcG9pbnQoKSsNCmdlb21fcG9pbnQoZGF0YSA9IHBjYV9vYnMsIGFlcyhQQzEsIFBDMiksIGNvbG9yID0gInJlZCIpDQpnZ2JpcGxvdChwY2FfdHQsIGxhYmVscyA9IHJvd25hbWVzKHBjYV90dCR4KSwgY2hvaWNlcyA9IDE6MikNCmJpcGxvdChwY2FfdHQpDQpgYGANCg0KV2hlbiB5b3Ugc2F2ZSB0aGUgbm90ZWJvb2ssIGFuIEhUTUwgZmlsZSBjb250YWluaW5nIHRoZSBjb2RlIGFuZCBvdXRwdXQgd2lsbCBiZSBzYXZlZCBhbG9uZ3NpZGUgaXQgKGNsaWNrIHRoZSAqUHJldmlldyogYnV0dG9uIG9yIHByZXNzICpDdHJsK1NoaWZ0K0sqIHRvIHByZXZpZXcgdGhlIEhUTUwgZmlsZSkuDQoNClRoZSBwcmV2aWV3IHNob3dzIHlvdSBhIHJlbmRlcmVkIEhUTUwgY29weSBvZiB0aGUgY29udGVudHMgb2YgdGhlIGVkaXRvci4gQ29uc2VxdWVudGx5LCB1bmxpa2UgKktuaXQqLCAqUHJldmlldyogZG9lcyBub3QgcnVuIGFueSBSIGNvZGUgY2h1bmtzLiBJbnN0ZWFkLCB0aGUgb3V0cHV0IG9mIHRoZSBjaHVuayB3aGVuIGl0IHdhcyBsYXN0IHJ1biBpbiB0aGUgZWRpdG9yIGlzIGRpc3BsYXllZC4NCg==</div>
 
 
 

From 09070cf54e8eca967b994cacddf212b314f98656 Mon Sep 17 00:00:00 2001
From: Thomas Nauss <nauss@geo.uni-marburg.de>
Date: Fri, 8 Mar 2019 23:04:26 +0100
Subject: [PATCH 46/65] Update biodiv variables

---
 src/010_biodiv_preprocessing.R             | 153 ++++++++++++++++++++-
 src/510_analyse_biodiv_sr_elev_res.nb.html |  23 +++-
 2 files changed, 173 insertions(+), 3 deletions(-)

diff --git a/src/010_biodiv_preprocessing.R b/src/010_biodiv_preprocessing.R
index 3b98a3c..7155f91 100644
--- a/src/010_biodiv_preprocessing.R
+++ b/src/010_biodiv_preprocessing.R
@@ -1,12 +1,161 @@
 # Preprocess biodiversity observations.
 
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+source("C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
 
-# Read species richness dataset
+
+# Read species richness dataset (Peters et al. 2016)
 bd = read.table(paste0(path_biodiv, "Biodiversity_Data_Marcel.csv"),
                 header = TRUE, sep = ";", dec = ",")
 
 saveRDS(as.character(bd$plotID), file = paste0(path_biodiv, "biodiv_plots.rds"))
 saveRDS(bd, file = paste0(path_biodiv, "biodiv.rds"))
 
+# Read animal species dataset
+ad = read.table(paste0(path_biodiv, "animals_plotIDcomplete_Syn1.csv"),
+                header = TRUE, sep = ";", dec = ",")
+
+ad_diet = lapply(unique(ad$taxon), function(t){
+  data.frame(taxon = t,
+             ad$diet)  
+})
+
+
+
+# Set species number to 0/1 and reduce to complete cases
+ad[, 14:73][!is.na(ad[, 14:73]) & ad[, 14:73]>1] = 1
+adc = ad[complete.cases(ad[, 14:73]),]
+
+# Split into taxon groups
+adc_taxl = lapply(unique(adc$taxon), function(t){
+  act_level = adc[adc$taxon == t, ]
+  act_grp = act_level[, 14:73]
+  rownames(act_grp) = act_level$species
+  return(t(act_grp))
+})
+
+adc_taxl_all = adc[, 14:73]
+rownames(adc_all) = adc$species
+
+adc_taxl = c(list(t(adc_taxl_all)), adc_taxl)
+names(adc_taxl) = c("Animals", as.character(unique(adc$taxon)))
+
+saveRDS(adc_taxl, file = paste0(path_biodiv, "adc_taxl.rds"))
+
+
+
+# Split into trophic levels
+adc_tlevels = lapply(unique(adc$diet), function(d){
+  act_level = adc[adc$diet == d, ]
+  act_grp = act_level[, 14:73]
+  rownames(act_grp) = act_level$species
+  return(t(act_grp))
+})
+
+adc_all =adc[, 14:73]
+rownames(adc_all) = adc$species
+
+adc_tlevels = c(list(t(adc_all)), adc_tlevels)
+names(adc_tlevels) = c("Animals", as.character(unique(adc$diet)))
+
+saveRDS(adc_tlevels, file = paste0(path_biodiv, "adc_tlevels.rds"))
+
+
+
+# Compute species richness from taxon groups and tropich levels
+adc_taxl_sr = data.frame(plotID = rownames(adc_taxl[[1]]))
+for(i in seq(length(adc_taxl))){
+  adc_taxl_sr[, i+1] = rowSums(adc_taxl[[i]])
+  names(adc_taxl_sr)[i+1] = paste0("SR", tolower(names(adc_taxl[i])))
+}
+
+adc_tlevels_sr = data.frame(plotID = rownames(adc_tlevels[[1]]))
+for(i in seq(length(adc_tlevels))){
+  adc_tlevels_sr[, i+1] = rowSums(adc_tlevels[[i]])
+  names(adc_tlevels_sr)[i+1] = paste0("SR", tolower(names(adc_tlevels[i])))
+}
+
+adc_sr = merge(adc_tlevels_sr, 
+               adc_taxl_sr[, -grep("SRanimals", colnames(adc_taxl_sr))], 
+               by = "plotID")
+
+saveRDS(adc_sr, file = paste0(path_biodiv, "adc_sr.rds"))
+
+
+
+# Merge species richness data
+s_adc_sr = colnames(adc_sr[-grep("plotID", colnames(adc_sr))])
+
+colnames(bd)[which("SRsyrphids" == colnames(bd))] = "SRsyrphid_flies"
+colnames(bd)[which("SRbats" == colnames(bd))] = "SRinsectivorous_bats"
+colnames(bd)[which("SRmammals" == colnames(bd))] = "SRlarge_mammals"
+colnames(bd)[which("SRparasitoids" == colnames(bd))] = "SRparasitoid_wasps"
+colnames(bd)[which("SRotheraculeata" == colnames(bd))] = "SRaculeate_wasps"
+colnames(bd)[which("SRmillipedes" == colnames(bd))] = "SRmilipeds"
+colnames(bd)[which("SRsnails" == colnames(bd))] = "SRgastropods"
+
+s_bd = colnames(bd[, grep("SR", colnames(bd))])
+# which(tolower(s_adc_taxl_sr) %in% tolower(s_bd))
+
+species_richness = merge(bd, adc_sr, by = "plotID")
+species_richness = species_richness[, -grep("\\.x", colnames(species_richness))]
+colnames(species_richness)[grep("\\.y", colnames(species_richness))] = 
+  substr(colnames(species_richness)[grep("\\.y", colnames(species_richness))], 1, 
+         (nchar(colnames(species_richness)[grep("\\.y", colnames(species_richness))])-2))
+
+saveRDS(species_richness, file = paste0(path_biodiv, "species_richness.rds"))
+
+
+
+# Compute community composition using detrended correspondence analysis
+species_composition_dcor.rds = lapply(adc_tlevels, function(l){
+  l = l[rowSums(l) > 0, ]
+  decorana(l)
+})
+names(species_composition_dcor.rds) = names(adc_tlevels)
+# for(i in seq(5)) plot(species_composition_dcor.rds[[i]], display = "sites")
+
+saveRDS(species_composition_dcor.rds,  file = paste0(path_biodiv, "species_composition_dcor.rds"))
+
+
+
+# Compute relative network using PCA
+tlevels = colnames(species_richness)[
+  seq(grep("SRanimals", colnames(species_richness)), 
+      grep("SRanimals", colnames(species_richness))+4)]
+
+adn_matrix = matrix(ncol = 5, nrow = 60)
+for(i in seq(5)){
+  adn_matrix[, i] = species_richness[, tlevels[i]]
+}
+rownames(adn_matrix) <- species_richness$plotID
+colnames(adn_matrix ) <- tlevels
+
+species_network_pca <- princomp(adn_matrix[,-1], cor=T)
+
+# biplot(species_network_pca, choices = 2:3)
+# summary(species_network_pca)
+
+saveRDS(species_network_pca,  file = paste0(path_biodiv, "species_network_pca.rds"))
+
+
+# Cross check
+# sort(colnames(adc_taxl_sr))
+# sort(colnames(bd[, c(1, grep("SR", colnames(bd)))]))
+# 
+# test = merge(adc_taxl_sr, bd, by = "plotID", all = TRUE)
+# 
+# test_df = lapply(grep("\\.x", colnames(test)), function(t){
+#   x = colnames(test)[t]
+#   y = paste0(substr(x, 1, (nchar(x)-1)), "y")
+#   act_df = data.frame(plotID = test$plotID, test[, x], test[, y])
+#   colnames(act_df) = c("plotId", x, y)
+#   return(act_df)
+# })
+# test_df
+
+
+
+
+
+
 
diff --git a/src/510_analyse_biodiv_sr_elev_res.nb.html b/src/510_analyse_biodiv_sr_elev_res.nb.html
index dd8db24..a5db346 100644
--- a/src/510_analyse_biodiv_sr_elev_res.nb.html
+++ b/src/510_analyse_biodiv_sr_elev_res.nb.html
@@ -223,7 +223,28 @@ <h1>Trophic levels</h1>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
 <!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
-<p><img src="data:image/png;base64,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" /></p>
+<p><img src="data:image/png;base64,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" /></p>
+<!-- rnb-plot-end -->
+<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
+<p><img src="data:image/png;base64,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" /></p>
+<!-- rnb-plot-end -->
+<!-- rnb-source-begin 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 -->
+<pre class="r"><code>t = do.call(&quot;rbind&quot;, var_imp)
+t = t[t$mean&gt;=0.6,]
+t$RESPONSE = gsub(&quot;_rf_elui_res&quot;, &quot;&quot;, t$RESPONSE)
+tt = table(t$VARIABLE, t$RESPONSE)
+pca_tt &lt;- prcomp(tt, scale = TRUE, center = TRUE)
+pca_var &lt;- as.data.frame(pca_tt$rotation)
+pca_obs &lt;- as.data.frame(pca_tt$x)
+ggplot(pca_var, aes(PC1, PC2))+
+  geom_point()+
+geom_point(data = pca_obs, aes(PC1, PC2), color = &quot;red&quot;)
+ggbiplot(pca_tt, labels = rownames(pca_tt$x), choices = 1:2)
+
+biplot(pca_tt)</code></pre>
+<!-- rnb-source-end -->
+<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
+<p><img src="data:image/png;base64,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" /></p>
 <!-- rnb-plot-end -->
 <!-- rnb-chunk-end -->
 <!-- rnb-text-begin -->

From 9a5fc937c3d0289728bbf3f28296642a21a488b3 Mon Sep 17 00:00:00 2001
From: Thomas Nauss <nauss@geo.uni-marburg.de>
Date: Sat, 9 Mar 2019 06:45:15 +0100
Subject: [PATCH 47/65] Update combined dataset

---
 src/010_biodiv_preprocessing.R          |  8 ++++----
 src/100_combine_predictores_biodiv_sr.R | 26 ++++++++++++++++++++-----
 2 files changed, 25 insertions(+), 9 deletions(-)

diff --git a/src/010_biodiv_preprocessing.R b/src/010_biodiv_preprocessing.R
index 7155f91..093d4ad 100644
--- a/src/010_biodiv_preprocessing.R
+++ b/src/010_biodiv_preprocessing.R
@@ -107,14 +107,14 @@ saveRDS(species_richness, file = paste0(path_biodiv, "species_richness.rds"))
 
 
 # Compute community composition using detrended correspondence analysis
-species_composition_dcor.rds = lapply(adc_tlevels, function(l){
+species_composition_dcor = lapply(adc_tlevels, function(l){
   l = l[rowSums(l) > 0, ]
   decorana(l)
 })
-names(species_composition_dcor.rds) = names(adc_tlevels)
-# for(i in seq(5)) plot(species_composition_dcor.rds[[i]], display = "sites")
+names(species_composition_dcor) = names(adc_tlevels)
+# for(i in seq(5)) plot(species_composition_dcor[[i]], display = "sites")
 
-saveRDS(species_composition_dcor.rds,  file = paste0(path_biodiv, "species_composition_dcor.rds"))
+saveRDS(species_composition_dcor,  file = paste0(path_biodiv, "species_composition_dcor.rds"))
 
 
 
diff --git a/src/100_combine_predictores_biodiv_sr.R b/src/100_combine_predictores_biodiv_sr.R
index bc85f57..a60ce8d 100644
--- a/src/100_combine_predictores_biodiv_sr.R
+++ b/src/100_combine_predictores_biodiv_sr.R
@@ -1,20 +1,36 @@
 # Combine hyperspectral predictores and biodiversity variables in gpm class.
 
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+source("C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
 
 
 preds = readRDS(paste0(path_hyp_pred, "hyperspec_preds.rds"))
-bd = readRDS(paste0(path_biodiv, "biodiv.rds"))
+# bd = readRDS(paste0(path_biodiv, "biodiv.rds"))
+species_richness = readRDS(paste0(path_biodiv, "species_richness.rds"))
+species_composition_dcor = readRDS(paste0(path_biodiv, "species_composition_dcor.rds"))
+species_network_pca = readRDS(paste0(path_biodiv, "species_network_pca.rds"))
 
-comb = merge(bd, preds, by = c("plotID"), all.x = TRUE, all.y = TRUE)
+comb = data.frame(species_network_pca$scores)
+colnames(comb) = paste0("sn_pca", seq(4))
+comb$plotID = rownames(species_network_pca$scores)
+
+comb = merge(species_richness, comb, by = c("plotID"), all.x = TRUE, all.y = TRUE)
+
+for(i in seq(length(species_composition_dcor))){
+  act = data.frame(species_composition_dcor[[i]]$rproj)
+  colnames(act) = paste0("sn_dca", seq(4), "_", names(species_composition_dcor[i]))
+  act$plotID = rownames(act)
+  comb = merge(comb, act, by = c("plotID"), all.x = TRUE, all.y = TRUE)
+}
+
+comb = merge(comb, preds, by = c("plotID"))
 
 comb$SelCat = substr(as.character(comb$plotID), 1, 3)
 comb$SelNbr = substr(as.character(comb$plotID), 4, 4)
 
 col_selector = which(names(comb) %in% c("SelCat", "SelNbr"))
 
-col_diversity = seq(which("SRmammals" == colnames(comb)),
-                          which("SRallplants" == colnames(comb)))
+col_diversity = seq(which("SRspiders" == colnames(comb)),
+                          which("sn_dca4_Decomposer" == colnames(comb)))
 
 col_precitors = c(which("elevation" == colnames(comb)),
                   seq(which("lui_biomass_removal" == colnames(comb)),

From 613938c6cba4b90dda718e79b06cfe9cc2e6489e Mon Sep 17 00:00:00 2001
From: Thomas Nauss <nauss@geo.uni-marburg.de>
Date: Sat, 9 Mar 2019 14:38:05 +0100
Subject: [PATCH 48/65] Update model

---
 src/100_combine_predictores_biodiv_sr.R     | 3 +--
 src/120_combine_predictores_biodiv_tlevel.R | 2 +-
 src/200_predict_biodiv_sr_rf.R              | 9 +++++----
 3 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/src/100_combine_predictores_biodiv_sr.R b/src/100_combine_predictores_biodiv_sr.R
index a60ce8d..f6337c9 100644
--- a/src/100_combine_predictores_biodiv_sr.R
+++ b/src/100_combine_predictores_biodiv_sr.R
@@ -33,8 +33,7 @@ col_diversity = seq(which("SRspiders" == colnames(comb)),
                           which("sn_dca4_Decomposer" == colnames(comb)))
 
 col_precitors = c(which("elevation" == colnames(comb)),
-                  seq(which("lui_biomass_removal" == colnames(comb)),
-                      which("lui" == colnames(comb))),
+                  which("lui" == colnames(comb)),
                   seq(which("CARI_mean" == colnames(comb)),
                       which("pcai_kmdc_raoq_sd" == colnames(comb))))
 
diff --git a/src/120_combine_predictores_biodiv_tlevel.R b/src/120_combine_predictores_biodiv_tlevel.R
index d213cad..ee7f0fb 100644
--- a/src/120_combine_predictores_biodiv_tlevel.R
+++ b/src/120_combine_predictores_biodiv_tlevel.R
@@ -1,7 +1,7 @@
 # Combine hyperspectral predictores and biodiversity variables in gpm class
 # aggregated by trophic level.
 
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+source("C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
 
 
 preds = readRDS(paste0(path_hyp_pred, "hyperspec_preds.rds"))
diff --git a/src/200_predict_biodiv_sr_rf.R b/src/200_predict_biodiv_sr_rf.R
index ff085c8..e2f5a41 100644
--- a/src/200_predict_biodiv_sr_rf.R
+++ b/src/200_predict_biodiv_sr_rf.R
@@ -1,6 +1,6 @@
 # Predict species richness using different models and predictor sets
 if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+  filepath_base = "C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
 } else {
   filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
 }
@@ -21,6 +21,7 @@ comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
 # Predict with all elevation and lui information, hyperspectral data only, 
 # all data, and  kmdc and raoq only using gam, pls and rf models.
 mtypes = c("*gam*", "*pls*", "*rf*")
+mtypes = c("*rf*")
 ptypes = c("*elui*", "*spec*", "*elsp*", "*kmra*")
 
 mt = mtypes[3]
@@ -30,11 +31,11 @@ for(mt in mtypes){
   for(pt in ptypes){
     
     if(pt == "*elui*"){
-      comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[c(1:7)]
+      comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[c(1,2)]
     } else if(pt == "*spec*"){ 
-      comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[-c(1:7)]
+      comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[-c(1,2)]
     } else if(pt ==  "*elsp*"){ 
-      comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR    
+      comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR
     } else if(pt == "*kmra*"){
       comb@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
         c(grep("kmdc", comb@meta$input$PREDICTOR), 

From 24bcf8bca4ad72b12ab92d86f7e9152499fbcf37 Mon Sep 17 00:00:00 2001
From: Thomas Nauss <nauss@geo.uni-marburg.de>
Date: Sat, 9 Mar 2019 15:05:58 +0100
Subject: [PATCH 49/65] Update CV

---
 src/001_functions.R                     |  7 ++++++-
 src/100_combine_predictores_biodiv_sr.R |  8 +++++++-
 src/200_predict_biodiv_sr_rf.R          | 10 +++++-----
 3 files changed, 18 insertions(+), 7 deletions(-)

diff --git a/src/001_functions.R b/src/001_functions.R
index 92e0238..73e6378 100644
--- a/src/001_functions.R
+++ b/src/001_functions.R
@@ -79,13 +79,18 @@ compModels = function(model, pt, mt, outpath){
     
     model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
     model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
+    if(length(model@meta$input$PREDICTOR_FINAL) < 3){
+      mode = "none"
+    } else {
+      mode = "ffs"
+    }
     if(nrow(model@data$input) > 0){
       model = createIndexFolds(x = model, nested_cv = FALSE)
       model = trainModel(x = model,
                          metric = "RMSE",
                          n_var = NULL,
                          mthd = mt,
-                         mode = "ffs",
+                         mode = mode,
                          seed_nbr = 11,
                          cv_nbr = NULL,
                          var_selection = "indv",
diff --git a/src/100_combine_predictores_biodiv_sr.R b/src/100_combine_predictores_biodiv_sr.R
index f6337c9..4e154a8 100644
--- a/src/100_combine_predictores_biodiv_sr.R
+++ b/src/100_combine_predictores_biodiv_sr.R
@@ -23,9 +23,15 @@ for(i in seq(length(species_composition_dcor))){
 }
 
 comb = merge(comb, preds, by = c("plotID"))
+comb = droplevels(comb)
 
 comb$SelCat = substr(as.character(comb$plotID), 1, 3)
-comb$SelNbr = substr(as.character(comb$plotID), 4, 4)
+
+selnbr = lapply(table(comb$SelCat), function(c){
+  seq(c)
+})
+comb$SelNbr = unlist(selnbr)
+
 
 col_selector = which(names(comb) %in% c("SelCat", "SelNbr"))
 
diff --git a/src/200_predict_biodiv_sr_rf.R b/src/200_predict_biodiv_sr_rf.R
index e2f5a41..8a51eb9 100644
--- a/src/200_predict_biodiv_sr_rf.R
+++ b/src/200_predict_biodiv_sr_rf.R
@@ -20,17 +20,17 @@ comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
 
 # Predict with all elevation and lui information, hyperspectral data only, 
 # all data, and  kmdc and raoq only using gam, pls and rf models.
-mtypes = c("*gam*", "*pls*", "*rf*")
-mtypes = c("*rf*")
+mtypes = c("gam", "pls", "rf")
+mtypes = c("rf")
 ptypes = c("*elui*", "*spec*", "*elsp*", "*kmra*")
 
-mt = mtypes[3]
-pt = ptypes[4]
+mt = mtypes[1]
+pt = ptypes[1]
 
 for(mt in mtypes){
   for(pt in ptypes){
     
-    if(pt == "*elui*"){
+    if(pt == "*elui*"){ 
       comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[c(1,2)]
     } else if(pt == "*spec*"){ 
       comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[-c(1,2)]

From 823287be12647d27c5c59a907146ab34c0bdfd81 Mon Sep 17 00:00:00 2001
From: Thomas Nauss <nauss@geo.uni-marburg.de>
Date: Sat, 16 Mar 2019 08:23:02 +0100
Subject: [PATCH 50/65] Update elev res modelling

---
 src/010_biodiv_preprocessing.R                | 18 ++++++++
 ..._combine_predictores_biodiv_sr_residuals.R | 44 ++++++++++---------
 src/310_predict_biodiv_sr_res_rf.R            | 26 +++++++----
 src/400_compile_analyse_biodiv_sr.R           |  5 ++-
 4 files changed, 63 insertions(+), 30 deletions(-)

diff --git a/src/010_biodiv_preprocessing.R b/src/010_biodiv_preprocessing.R
index 093d4ad..6199d78 100644
--- a/src/010_biodiv_preprocessing.R
+++ b/src/010_biodiv_preprocessing.R
@@ -138,6 +138,24 @@ species_network_pca <- princomp(adn_matrix[,-1], cor=T)
 saveRDS(species_network_pca,  file = paste0(path_biodiv, "species_network_pca.rds"))
 
 
+# comb_grigusovaine diversity for Grigusova et al. 2019
+comb_grigusova = data.frame(species_network_pca$scores)
+colnames(comb_grigusova) = paste0("sn_pca", seq(4))
+comb_grigusova$plotID = rownames(species_network_pca$scores)
+
+comb_grigusova = merge(adc_sr, comb_grigusova, by = c("plotID"), all.x = TRUE, all.y = TRUE)
+
+for(i in seq(length(species_composition_dcor))){
+  act = data.frame(species_composition_dcor[[i]]$rproj)
+  colnames(act) = paste0("sn_dca", seq(4), "_", names(species_composition_dcor[i]))
+  act$plotID = rownames(act)
+  comb_grigusova = merge(comb_grigusova, act, by = c("plotID"), all.x = TRUE, all.y = TRUE)
+}
+
+comb_grigusova = droplevels(comb_grigusova)
+
+saveRDS(comb_grigusova,  file = paste0(path_biodiv, "comb_grigusova.rds"))
+
 # Cross check
 # sort(colnames(adc_taxl_sr))
 # sort(colnames(bd[, c(1, grep("SR", colnames(bd)))]))
diff --git a/src/300_combine_predictores_biodiv_sr_residuals.R b/src/300_combine_predictores_biodiv_sr_residuals.R
index 454da9a..b4d0b66 100644
--- a/src/300_combine_predictores_biodiv_sr_residuals.R
+++ b/src/300_combine_predictores_biodiv_sr_residuals.R
@@ -1,6 +1,6 @@
 # Compile species richness dataset containing residuals from some previous modelling
 if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+  filepath_base = "C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
 } else {
   filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
 }
@@ -11,31 +11,33 @@ source(filepath_base)
 dir.create(paste0(path_comb_gpm_sr_res), showWarnings = FALSE)
 
 
+# 1st version - not used anymore
 # Compile elevation residuals for gam model using eleveation as only predictor
-pt = "*elev*"
-mt = "*gam*"
-
-comb_sr = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
-comb_sr_elev_res = compResData(comb_sr, pt, mt)
-
-saveRDS(comb_sr_elev_res, 
-        file = file.path(path_comb_gpm_sr_res, 
-                         paste0("ki_hyperspec_biodiv_non_scaled",
-                                gsub("[*]", "", paste0("_", mt, "_", pt, "_res.rds")))))
+# pt = "*elev*"
+# mt = "*gam*"
+# 
+# comb_sr = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
+# comb_sr_elev_res = compResData(comb_sr, pt, mt)
+# 
+# saveRDS(comb_sr_elev_res, 
+#         file = file.path(path_comb_gpm_sr_res, 
+#                          paste0("ki_hyperspec_biodiv_non_scaled",
+#                                 gsub("[*]", "", paste0("_", mt, "_", pt, "_res.rds")))))
 
 
 
+# 1st version - not used anymore
 # Compile elevation residuals for pls model using elevation and LUI as only predictor
-pt = "*elui*"
-mt = "*pls*"
-
-comb_sr = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
-comb_sr_elev_res = compResData(comb_sr, pt, mt)
-
-saveRDS(comb_sr_elev_res, 
-        file = file.path(path_comb_gpm_sr_res, 
-                         paste0("ki_hyperspec_biodiv_non_scaled",
-                                gsub("[*]", "", paste0("_", mt, "_", pt, "_res.rds")))))
+# pt = "*elui*"
+# mt = "*pls*"
+# 
+# comb_sr = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
+# comb_sr_elev_res = compResData(comb_sr, pt, mt)
+# 
+# saveRDS(comb_sr_elev_res, 
+#         file = file.path(path_comb_gpm_sr_res, 
+#                          paste0("ki_hyperspec_biodiv_non_scaled",
+#                                 gsub("[*]", "", paste0("_", mt, "_", pt, "_res.rds")))))
 
 
 
diff --git a/src/310_predict_biodiv_sr_res_rf.R b/src/310_predict_biodiv_sr_res_rf.R
index 0d89baf..4446afd 100644
--- a/src/310_predict_biodiv_sr_res_rf.R
+++ b/src/310_predict_biodiv_sr_res_rf.R
@@ -1,13 +1,13 @@
 # comb_elev_resine hyperspectral predictores and biodiversity variables in gpm class.
 if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+  filepath_base = "C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
 } else {
   filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
 }
 source(filepath_base)
 
 if(length(showConnections()) == 0){
-  cores = 20
+  cores = 30
   cl = parallel::makeCluster(cores)
   doParallel::registerDoParallel(cl)
 }
@@ -16,19 +16,29 @@ dir.create(paste0(path_model_gpm_sr_res), showWarnings = FALSE)
 
 # Predict gam, pls and rf elevation and elevation/lui based residuals using 
 # pls and rf models with hyperspectral data only
-res_suffixes = c("_gam_elev_res", "_pls_elui_res", "_rf_elui_res")
-res_suffixes = c("_pls_elui_res", "_rf_elui_res")
-mtypes = c("pls", "rf")
+# res_suffixes = c("_gam_elev_res", "_pls_elui_res", "_rf_elui_res")
+res_suffixes = c("_rf_elui_res")
+# mtypes = c("pls", "rf")
 mtypes = c("rf")
-pt = "*spec*"
+ptypes = c("*spec*", "*kmra*")
 
 
 for(res_suffix in res_suffixes){
   comb_elev_res = readRDS(paste0(path_comb_gpm_sr_res, "ki_hyperspec_biodiv_non_scaled",
                                  res_suffix, ".rds"))
-  comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[-c(1:7)]
   for(mt in mtypes){
-    compModels(model = comb_elev_res, pt = pt, mt = mt, outpath = path_model_gpm_sr_res)
+    for(pt in ptypes){
+      
+      if(pt == "*spec*"){ 
+        comb_elev_res@meta$input$PREDICTOR_FINAL = comb_elev_res@meta$input$PREDICTOR[-c(1,2)]
+      } else if(pt == "*kmra*"){
+        comb_elev_res@meta$input$PREDICTOR_FINAL = unique(comb_elev_res@meta$input$PREDICTOR[
+          c(grep("kmdc", comb_elev_res@meta$input$PREDICTOR), 
+            grep("raoq", comb_elev_res@meta$input$PREDICTOR))])
+      }
+      
+      compModels(model = comb_elev_res, pt = pt, mt = mt, outpath = path_model_gpm_sr_res)
+    }
   }
 }
 
diff --git a/src/400_compile_analyse_biodiv_sr.R b/src/400_compile_analyse_biodiv_sr.R
index d47b0eb..387b045 100644
--- a/src/400_compile_analyse_biodiv_sr.R
+++ b/src/400_compile_analyse_biodiv_sr.R
@@ -1,5 +1,5 @@
 # Combine species richness model results in one variable.
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+source("C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
 
 
 dir.create(path_compile_analysis_sr, showWarnings = FALSE)
@@ -7,6 +7,7 @@ dir.create(path_compile_analysis_sr, showWarnings = FALSE)
 
 # Combine all models into one gpm object
 mtypes = c("*gam*", "*pls*", "*rf*")
+mtypes = c("*rf*")
 
 all_models = lapply(mtypes, function(mt){
   if(mt == "*gam*"){
@@ -33,3 +34,5 @@ names(all_models) = gsub("[*]", "", gsub("_", "", mtypes))
 
 saveRDS(all_models, file = file.path(path_compile_analysis_sr, 
                                      "models_sr.rds"))
+
+

From 69e83ff3560f752668f1700f66b5d79ceb70ba17 Mon Sep 17 00:00:00 2001
From: Thomas Nauss <nauss@geo.uni-marburg.de>
Date: Sun, 14 Apr 2019 15:09:58 +0200
Subject: [PATCH 51/65] Rearrange numbering and add independent validation

---
 src/000_set_environment.R                     | 11 +++---
 src/000_set_environment_linux.R               | 11 +++---
 src/001_functions.R                           | 24 ++++++++----
 ...div_sr_rf.R => 110_predict_biodiv_sr_rf.R} |  0
 ...v_sr.R => 120_compile_analyse_biodiv_sr.R} |  2 +-
 ...combine_predictores_biodiv_sr_residuals.R} |  0
 ...es_rf.R => 210_predict_biodiv_sr_res_rf.R} |  0
 ... 220_compile_analyse_biodiv_sr_elev_res.R} |  0
 src/300_prepare_indp_prediction_biodiv_sr.R   | 38 +++++++++++++++++++
 ...d_120_combine_predictores_biodiv_tlevel.R} |  0
 10 files changed, 67 insertions(+), 19 deletions(-)
 rename src/{200_predict_biodiv_sr_rf.R => 110_predict_biodiv_sr_rf.R} (100%)
 rename src/{400_compile_analyse_biodiv_sr.R => 120_compile_analyse_biodiv_sr.R} (96%)
 rename src/{300_combine_predictores_biodiv_sr_residuals.R => 200_combine_predictores_biodiv_sr_residuals.R} (100%)
 rename src/{310_predict_biodiv_sr_res_rf.R => 210_predict_biodiv_sr_res_rf.R} (100%)
 rename src/{410_compile_analyse_biodiv_sr_elev_res.R => 220_compile_analyse_biodiv_sr_elev_res.R} (100%)
 create mode 100644 src/300_prepare_indp_prediction_biodiv_sr.R
 rename src/{120_combine_predictores_biodiv_tlevel.R => old_120_combine_predictores_biodiv_tlevel.R} (100%)

diff --git a/src/000_set_environment.R b/src/000_set_environment.R
index 642c4ca..2818a9c 100644
--- a/src/000_set_environment.R
+++ b/src/000_set_environment.R
@@ -18,11 +18,12 @@ path_hyp_raoq = paste0(path_data, "/060_hypspec_raoq/")
 path_hyp_glcm = paste0(path_data, "/070_hypspec_glcm/")
 path_hyp_pred = paste0(path_data, "/090_hypspec_pred/")
 path_comb_gpm_sr = paste0(path_data, "/100_comb_gpm_sr/")
-path_model_gpm_sr = paste0(path_data, "/200_model_gpm_sr/")
-path_comb_gpm_sr_res = paste0(path_data, "/300_comb_gpm_sr_res/")
-path_model_gpm_sr_res = paste0(path_data, "/310_model_gpm_sr_res/")
-path_compile_analysis_sr = paste0(path_data, "/400_compile_analysis_sr/")
-path_compile_analysis_sr_elev_res = paste0(path_data, "/410_compile_analysis_sr_elev_res/")
+path_model_gpm_sr = paste0(path_data, "/110_model_gpm_sr/")
+path_compile_analysis_sr = paste0(path_data, "/120_compile_analysis_sr/")
+path_comb_gpm_sr_res = paste0(path_data, "/200_comb_gpm_sr_res/")
+path_model_gpm_sr_res = paste0(path_data, "/210_model_gpm_sr_res/")
+path_compile_analysis_sr_elev_res = paste0(path_data, "/220_compile_analysis_sr_elev_res/")
+path_comb_gpm_sr_indp = paste0(path_data, "/300_comb_gpm_sr_indp/")
 path_analysis_sr = paste0(path_data, "/500_analysis_sr/")
 path_analysis_sr_elev_res = paste0(path_data, "/510_analysis_sr_elev_res/")
 
diff --git a/src/000_set_environment_linux.R b/src/000_set_environment_linux.R
index 6166656..4b825bf 100644
--- a/src/000_set_environment_linux.R
+++ b/src/000_set_environment_linux.R
@@ -18,11 +18,12 @@ path_hyp_raoq = paste0(path_data, "/060_hypspec_raoq/")
 path_hyp_glcm = paste0(path_data, "/070_hypspec_glcm/")
 path_hyp_pred = paste0(path_data, "/090_hypspec_pred/")
 path_comb_gpm_sr = paste0(path_data, "/100_comb_gpm_sr/")
-path_model_gpm_sr = paste0(path_data, "/200_model_gpm_sr/")
-path_comb_gpm_sr_res = paste0(path_data, "/300_comb_gpm_sr_res/")
-path_model_gpm_sr_res = paste0(path_data, "/310_model_gpm_sr_res/")
-path_compile_analysis_sr = paste0(path_data, "/400_compile_analysis_sr/")
-path_compile_analysis_sr_elev_res = paste0(path_data, "/410_compile_analysis_sr_elev_res/")
+path_model_gpm_sr = paste0(path_data, "/110_model_gpm_sr/")
+path_compile_analysis_sr = paste0(path_data, "/120_compile_analysis_sr/")
+path_comb_gpm_sr_res = paste0(path_data, "/200_comb_gpm_sr_res/")
+path_model_gpm_sr_res = paste0(path_data, "/210_model_gpm_sr_res/")
+path_compile_analysis_sr_elev_res = paste0(path_data, "/220_compile_analysis_sr_elev_res/")
+path_comb_gpm_sr_indp = paste0(path_data, "/300_comb_gpm_sr_indp/")
 path_analysis_sr = paste0(path_data, "/500_analysis_sr/")
 path_analysis_sr_elev_res = paste0(path_data, "/510_analysis_sr_elev_res/")
 
diff --git a/src/001_functions.R b/src/001_functions.R
index 73e6378..cad4e57 100644
--- a/src/001_functions.R
+++ b/src/001_functions.R
@@ -74,33 +74,41 @@ compResData = function(comb_sr, pt, mt){
 
 
 # Train and tune models --------------------------------------------------------
-compModels = function(model, pt, mt, outpath){
+compModels = function(model, pt, mt, rs = NULL, outpath, nested_cv = FALSE){
   foreach (i = seq(length(model@meta$input$RESPONSE)), .packages = c("gpm", "caret", "randomForest", "CAST")) %dopar% {
     
     model@meta$input$RESPONSE_FINAL = model@meta$input$RESPONSE[i]
     model@data$input = model@data$input[complete.cases(model@data$input[, c(model@meta$input$RESPONSE_FINAL, model@meta$input$PREDICTOR_FINAL)]), ]
-    if(length(model@meta$input$PREDICTOR_FINAL) < 3){
-      mode = "none"
+    if(length(model@meta$input$PREDICTOR_FINAL) < 3 | !is.null(rs)){
+      var_mode = "none"
     } else {
-      mode = "ffs"
+      var_mode = "ffs"
     }
     if(nrow(model@data$input) > 0){
-      model = createIndexFolds(x = model, nested_cv = FALSE)
+      model = createIndexFolds(x = model, nested_cv = nested_cv)
       model = trainModel(x = model,
                          metric = "RMSE",
                          n_var = NULL,
                          mthd = mt,
-                         mode = mode,
+                         mode = var_mode,
                          seed_nbr = 11,
                          cv_nbr = NULL,
                          var_selection = "indv",
                          filepath_tmp = NULL)
     }
     
-    outfile_name =   gsub("[*]", "", paste0(outpath, 
+    if(is.null(rs)){
+      outfile_name = gsub("[*]", "", paste0(outpath, 
                                             "ki_sr_", pt, "_non_scaled_", mt, "_", 
                                             model@meta$input$RESPONSE_FINAL,
                                             ".rds"))
+    } else {
+      outfile_name = gsub("[*]", "", paste0(outpath, 
+                                            "ki_sr_", pt, "_non_scaled_", mt, "_", 
+                                            model@meta$input$RESPONSE_FINAL,
+                                            "_iv.rds"))
+    }
+    
     print(outfile_name)
     saveRDS(model, file = outfile_name)
   }
@@ -155,7 +163,7 @@ modelPerformance = function(model){
 
 # Compile two step prediction datasets -----------------------------------------
 comp2StepPred = function(comb_sr_two_step, model, model_res){
-
+  
   smr = lapply(seq(length(model)), function(i){
     mi = model[[i]][[1]]
     mi_res = model_res[[i]][[1]]
diff --git a/src/200_predict_biodiv_sr_rf.R b/src/110_predict_biodiv_sr_rf.R
similarity index 100%
rename from src/200_predict_biodiv_sr_rf.R
rename to src/110_predict_biodiv_sr_rf.R
diff --git a/src/400_compile_analyse_biodiv_sr.R b/src/120_compile_analyse_biodiv_sr.R
similarity index 96%
rename from src/400_compile_analyse_biodiv_sr.R
rename to src/120_compile_analyse_biodiv_sr.R
index 387b045..53ecd31 100644
--- a/src/400_compile_analyse_biodiv_sr.R
+++ b/src/120_compile_analyse_biodiv_sr.R
@@ -6,7 +6,7 @@ dir.create(path_compile_analysis_sr, showWarnings = FALSE)
 
 
 # Combine all models into one gpm object
-mtypes = c("*gam*", "*pls*", "*rf*")
+# mtypes = c("*gam*", "*pls*", "*rf*")
 mtypes = c("*rf*")
 
 all_models = lapply(mtypes, function(mt){
diff --git a/src/300_combine_predictores_biodiv_sr_residuals.R b/src/200_combine_predictores_biodiv_sr_residuals.R
similarity index 100%
rename from src/300_combine_predictores_biodiv_sr_residuals.R
rename to src/200_combine_predictores_biodiv_sr_residuals.R
diff --git a/src/310_predict_biodiv_sr_res_rf.R b/src/210_predict_biodiv_sr_res_rf.R
similarity index 100%
rename from src/310_predict_biodiv_sr_res_rf.R
rename to src/210_predict_biodiv_sr_res_rf.R
diff --git a/src/410_compile_analyse_biodiv_sr_elev_res.R b/src/220_compile_analyse_biodiv_sr_elev_res.R
similarity index 100%
rename from src/410_compile_analyse_biodiv_sr_elev_res.R
rename to src/220_compile_analyse_biodiv_sr_elev_res.R
diff --git a/src/300_prepare_indp_prediction_biodiv_sr.R b/src/300_prepare_indp_prediction_biodiv_sr.R
new file mode 100644
index 0000000..60d6294
--- /dev/null
+++ b/src/300_prepare_indp_prediction_biodiv_sr.R
@@ -0,0 +1,38 @@
+# Recompute models using best variable subset and completely independent validation
+
+# Predict species richness using different models and predictor sets
+if(Sys.info()["sysname"] == "Windows"){
+  filepath_base = "C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+} else {
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
+}
+source(filepath_base)
+
+if(length(showConnections()) == 0){
+  cores = 3
+  cl = parallel::makeCluster(cores)
+  doParallel::registerDoParallel(cl)
+}
+
+dir.create(path_comb_gpm_sr_indp, showWarnings = FALSE)
+
+all_models = readRDS(file.path(path_compile_analysis_sr, "models_sr.rds"))[["rf"]]
+
+mt = "rf"
+
+# Predict variables again using best predictors and independent validation.
+for(pt in names(all_models[[mt]])){
+  comb = all_models[[pt]]
+  var_imp <- compVarImp(comb@model[[1]], scale = FALSE)
+  
+  for(rs in seq(length(var_imp))){
+    comb@meta$input$RESPONSE = as.character(var_imp[[rs]]$RESPONSE[1])
+    comb@meta$input$PREDICTOR_FINAL = var_imp[[rs]]$VARIABLE
+
+    compModels(model = comb, pt = pt, mt = mt, rs = rs, outpath = path_comb_gpm_sr_indp, nested_cv = TRUE)
+  }
+}
+
+
+stopCluster(cl)
+
diff --git a/src/120_combine_predictores_biodiv_tlevel.R b/src/old_120_combine_predictores_biodiv_tlevel.R
similarity index 100%
rename from src/120_combine_predictores_biodiv_tlevel.R
rename to src/old_120_combine_predictores_biodiv_tlevel.R

From 3aa1174847fc48ac0f634622b8a0f9a2a0d5e0e0 Mon Sep 17 00:00:00 2001
From: Thomas Nauss <nauss@geo.uni-marburg.de>
Date: Sun, 14 Apr 2019 15:12:25 +0200
Subject: [PATCH 52/65] Bugfix

---
 src/300_prepare_indp_prediction_biodiv_sr.R | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/300_prepare_indp_prediction_biodiv_sr.R b/src/300_prepare_indp_prediction_biodiv_sr.R
index 60d6294..05b458f 100644
--- a/src/300_prepare_indp_prediction_biodiv_sr.R
+++ b/src/300_prepare_indp_prediction_biodiv_sr.R
@@ -16,7 +16,7 @@ if(length(showConnections()) == 0){
 
 dir.create(path_comb_gpm_sr_indp, showWarnings = FALSE)
 
-all_models = readRDS(file.path(path_compile_analysis_sr, "models_sr.rds"))[["rf"]]
+all_models = readRDS(file.path(path_compile_analysis_sr, "models_sr.rds"))
 
 mt = "rf"
 

From e2ac8630cf77fe9749860ecefd007bf48f268a5c Mon Sep 17 00:00:00 2001
From: Thomas Nauss <nauss@geo.uni-marburg.de>
Date: Sun, 14 Apr 2019 15:14:04 +0200
Subject: [PATCH 53/65] Another bugfix

---
 src/300_prepare_indp_prediction_biodiv_sr.R | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/300_prepare_indp_prediction_biodiv_sr.R b/src/300_prepare_indp_prediction_biodiv_sr.R
index 05b458f..df2fc4f 100644
--- a/src/300_prepare_indp_prediction_biodiv_sr.R
+++ b/src/300_prepare_indp_prediction_biodiv_sr.R
@@ -22,7 +22,7 @@ mt = "rf"
 
 # Predict variables again using best predictors and independent validation.
 for(pt in names(all_models[[mt]])){
-  comb = all_models[[pt]]
+  comb = all_models[[mt]][[pt]]
   var_imp <- compVarImp(comb@model[[1]], scale = FALSE)
   
   for(rs in seq(length(var_imp))){

From 047caf9781fd59c8bf19695b8b83315599b414fa Mon Sep 17 00:00:00 2001
From: Thomas Nauss <nauss@geo.uni-marburg.de>
Date: Sun, 14 Apr 2019 15:16:53 +0200
Subject: [PATCH 54/65] Another bugfix

---
 src/300_prepare_indp_prediction_biodiv_sr.R | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/300_prepare_indp_prediction_biodiv_sr.R b/src/300_prepare_indp_prediction_biodiv_sr.R
index df2fc4f..cfad1e4 100644
--- a/src/300_prepare_indp_prediction_biodiv_sr.R
+++ b/src/300_prepare_indp_prediction_biodiv_sr.R
@@ -27,7 +27,7 @@ for(pt in names(all_models[[mt]])){
   
   for(rs in seq(length(var_imp))){
     comb@meta$input$RESPONSE = as.character(var_imp[[rs]]$RESPONSE[1])
-    comb@meta$input$PREDICTOR_FINAL = var_imp[[rs]]$VARIABLE
+    comb@meta$input$PREDICTOR_FINAL = as.character(var_imp[[rs]]$VARIABLE)
 
     compModels(model = comb, pt = pt, mt = mt, rs = rs, outpath = path_comb_gpm_sr_indp, nested_cv = TRUE)
   }

From 3732575659225bed227253685c05af52485dbafd Mon Sep 17 00:00:00 2001
From: Thomas Nauss <nauss@geo.uni-marburg.de>
Date: Sun, 14 Apr 2019 18:12:59 +0200
Subject: [PATCH 55/65] Add residual predictions with independent test

---
 src/000_set_environment.R                     |  4 +-
 src/000_set_environment_linux.R               |  4 +-
 src/001_functions.R                           |  8 ++--
 ...v_sr.R => 300_predict_biodiv_sr_rf_indp.R} |  4 +-
 ...ine_predictores_biodiv_sr_residuals_indp.R | 25 +++++++++++
 src/320_predict_biodiv_sr_rf_indp.R           | 41 +++++++++++++++++++
 6 files changed, 78 insertions(+), 8 deletions(-)
 rename src/{300_prepare_indp_prediction_biodiv_sr.R => 300_predict_biodiv_sr_rf_indp.R} (91%)
 create mode 100644 src/310_combine_predictores_biodiv_sr_residuals_indp.R
 create mode 100644 src/320_predict_biodiv_sr_rf_indp.R

diff --git a/src/000_set_environment.R b/src/000_set_environment.R
index 2818a9c..6db065b 100644
--- a/src/000_set_environment.R
+++ b/src/000_set_environment.R
@@ -23,7 +23,9 @@ path_compile_analysis_sr = paste0(path_data, "/120_compile_analysis_sr/")
 path_comb_gpm_sr_res = paste0(path_data, "/200_comb_gpm_sr_res/")
 path_model_gpm_sr_res = paste0(path_data, "/210_model_gpm_sr_res/")
 path_compile_analysis_sr_elev_res = paste0(path_data, "/220_compile_analysis_sr_elev_res/")
-path_comb_gpm_sr_indp = paste0(path_data, "/300_comb_gpm_sr_indp/")
+path_model_gpm_sr_indp = paste0(path_data, "/300_model_gpm_sr_indp/")
+path_comb_gpm_sr_elev_res_indp = paste0(path_data, "/310_comb_gpm_sr_elev_res_indp/")
+path_model_gpm_sr_elev_res_indp = paste0(path_data, "/320_model_gpm_sr_elev_res_indp/")
 path_analysis_sr = paste0(path_data, "/500_analysis_sr/")
 path_analysis_sr_elev_res = paste0(path_data, "/510_analysis_sr_elev_res/")
 
diff --git a/src/000_set_environment_linux.R b/src/000_set_environment_linux.R
index 4b825bf..2df7b57 100644
--- a/src/000_set_environment_linux.R
+++ b/src/000_set_environment_linux.R
@@ -23,7 +23,9 @@ path_compile_analysis_sr = paste0(path_data, "/120_compile_analysis_sr/")
 path_comb_gpm_sr_res = paste0(path_data, "/200_comb_gpm_sr_res/")
 path_model_gpm_sr_res = paste0(path_data, "/210_model_gpm_sr_res/")
 path_compile_analysis_sr_elev_res = paste0(path_data, "/220_compile_analysis_sr_elev_res/")
-path_comb_gpm_sr_indp = paste0(path_data, "/300_comb_gpm_sr_indp/")
+path_model_gpm_sr_indp = paste0(path_data, "/300_model_gpm_sr_indp/")
+path_comb_gpm_sr_elev_res_indp = paste0(path_data, "/310_comb_gpm_sr_elev_res_indp/")
+path_model_gpm_sr_elev_res_indp = paste0(path_data, "/320_model_gpm_sr_elev_res_indp/")
 path_analysis_sr = paste0(path_data, "/500_analysis_sr/")
 path_analysis_sr_elev_res = paste0(path_data, "/510_analysis_sr_elev_res/")
 
diff --git a/src/001_functions.R b/src/001_functions.R
index cad4e57..f9f30ef 100644
--- a/src/001_functions.R
+++ b/src/001_functions.R
@@ -35,9 +35,9 @@ compPredictions = function(model, input){
 
 
 # Compile residual datasets ----------------------------------------------------
-compResData = function(comb_sr, pt, mt){
+compResData = function(comb_sr, pt, mt, model_path = path_model_gpm_sr, suf = "_res"){
   comb_sr_elev_res = comb_sr
-  model_files = list.files(path_model_gpm_sr, full.names = TRUE,
+  model_files = list.files(model_path, full.names = TRUE,
                            pattern = glob2rx(paste0(pt, mt)))
   
   for(m in model_files){
@@ -60,12 +60,12 @@ compResData = function(comb_sr, pt, mt){
     colname_pos = grep(act_model$response, colnames(comb_sr_elev_res@data$input))
     colnames(comb_sr_elev_res@data$input)[colname_pos] = 
       paste0(colnames(comb_sr_elev_res@data$input)[colname_pos], 
-             gsub("[*]", "", paste0("_", mt, "_", pt, "_res")))
+             gsub("[*]", "", paste0("_", mt, "_", pt, suf)))
   }
   
   comb_sr_elev_res@meta$input$RESPONSE = 
     paste0(comb_sr_elev_res@meta$input$RESPONSE,
-           gsub("[*]", "", paste0("_", mt, "_", pt, "_res")))
+           gsub("[*]", "", paste0("_", mt, "_", pt, suf)))
   
   comb_sr_elev_res@meta$input$RESPONSE_FINAL = comb_sr_elev_res@meta$input$RESPONSE
   return(comb_sr_elev_res)
diff --git a/src/300_prepare_indp_prediction_biodiv_sr.R b/src/300_predict_biodiv_sr_rf_indp.R
similarity index 91%
rename from src/300_prepare_indp_prediction_biodiv_sr.R
rename to src/300_predict_biodiv_sr_rf_indp.R
index cfad1e4..0a0b7ef 100644
--- a/src/300_prepare_indp_prediction_biodiv_sr.R
+++ b/src/300_predict_biodiv_sr_rf_indp.R
@@ -14,7 +14,7 @@ if(length(showConnections()) == 0){
   doParallel::registerDoParallel(cl)
 }
 
-dir.create(path_comb_gpm_sr_indp, showWarnings = FALSE)
+dir.create(path_model_gpm_sr_indp, showWarnings = FALSE)
 
 all_models = readRDS(file.path(path_compile_analysis_sr, "models_sr.rds"))
 
@@ -29,7 +29,7 @@ for(pt in names(all_models[[mt]])){
     comb@meta$input$RESPONSE = as.character(var_imp[[rs]]$RESPONSE[1])
     comb@meta$input$PREDICTOR_FINAL = as.character(var_imp[[rs]]$VARIABLE)
 
-    compModels(model = comb, pt = pt, mt = mt, rs = rs, outpath = path_comb_gpm_sr_indp, nested_cv = TRUE)
+    compModels(model = comb, pt = pt, mt = mt, rs = rs, outpath = path_model_gpm_sr_indp, nested_cv = TRUE)
   }
 }
 
diff --git a/src/310_combine_predictores_biodiv_sr_residuals_indp.R b/src/310_combine_predictores_biodiv_sr_residuals_indp.R
new file mode 100644
index 0000000..b99290f
--- /dev/null
+++ b/src/310_combine_predictores_biodiv_sr_residuals_indp.R
@@ -0,0 +1,25 @@
+# Compile species richness dataset containing residuals from some previous modelling
+if(Sys.info()["sysname"] == "Windows"){
+  filepath_base = "C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+} else {
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
+}
+
+source(filepath_base)
+
+
+dir.create(paste0(path_comb_gpm_sr_res), showWarnings = FALSE)
+
+# Compile elevation residuals for rf model using elevation and LUI as only predictor
+pt = "*elui*"
+mt = "*rf*"
+suf = "_res_indp"
+
+comb_sr = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
+comb_sr_elev_res = compResData(comb_sr, pt, mt, model_path = path_model_gpm_sr_indp, suf = suf)
+
+saveRDS(comb_sr_elev_res, 
+        file = file.path(path_comb_gpm_sr_elev_res_indp, 
+                         paste0("ki_hyperspec_biodiv_non_scaled",
+                                gsub("[*]", "", paste0("_", mt, "_", pt, suf, ".rds")))))
+
diff --git a/src/320_predict_biodiv_sr_rf_indp.R b/src/320_predict_biodiv_sr_rf_indp.R
new file mode 100644
index 0000000..75c5141
--- /dev/null
+++ b/src/320_predict_biodiv_sr_rf_indp.R
@@ -0,0 +1,41 @@
+# Recompute elevation residual models using best variable subset and completely independent validation
+
+# Predict species richness using different models and predictor sets
+if(Sys.info()["sysname"] == "Windows"){
+  filepath_base = "C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+} else {
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
+}
+source(filepath_base)
+
+if(length(showConnections()) == 0){
+  cores = 3
+  cl = parallel::makeCluster(cores)
+  doParallel::registerDoParallel(cl)
+}
+
+dir.create(path_model_gpm_sr_elev_res_indp, showWarnings = FALSE)
+
+elev_res_indp = readRDS(file.path(path_comb_gpm_sr_elev_res_indp, "ki_hyperspec_biodiv_non_scaled_rf_elui_res_indp.rds"))
+all_models_res = readRDS(file.path(path_compile_analysis_sr_elev_res, 
+                                   "models_sr_elev_res.rds"))
+
+mt = "rf"
+
+# Predict variables again using best predictors and independent validation.
+for(pt in names(all_models_res[[mt]])){
+  comb_res = all_models_res[[mt]][[pt]]
+  var_imp <- compVarImp(comb_res@model[[1]], scale = FALSE)
+  com_res_indp = elev_res_indp
+  
+  for(rs in seq(length(var_imp))){
+    com_res_indp@meta$input$RESPONSE = paste0(as.character(var_imp[[rs]]$RESPONSE[1]), "_indp")
+    com_res_indp@meta$input$PREDICTOR_FINAL = as.character(var_imp[[rs]]$VARIABLE)
+    
+    compModels(model = com_res_indp, pt = pt, mt = mt, rs = rs, outpath = path_model_gpm_sr_elev_res_indp, nested_cv = TRUE)
+  }
+}
+
+
+stopCluster(cl)
+

From 640959ef94fb630a55839048999cbce629d69e21 Mon Sep 17 00:00:00 2001
From: "Nauss, Thomas" <nauss@staff.uni-marburg.de>
Date: Mon, 9 Dec 2019 08:09:22 +0100
Subject: [PATCH 56/65] Update

---
 src/000_set_environment_linux.R      |  1 +
 src/000_setup_windows.R              | 28 ++++++++++++++++++++++++++
 src/500_analyse_biodiv_sr.nb.html    | 30 ++++++++++++++--------------
 src/{src.Rproj => specVisKili.Rproj} |  0
 4 files changed, 44 insertions(+), 15 deletions(-)
 create mode 100644 src/000_setup_windows.R
 rename src/{src.Rproj => specVisKili.Rproj} (100%)

diff --git a/src/000_set_environment_linux.R b/src/000_set_environment_linux.R
index 2df7b57..7f27482 100644
--- a/src/000_set_environment_linux.R
+++ b/src/000_set_environment_linux.R
@@ -29,6 +29,7 @@ path_model_gpm_sr_elev_res_indp = paste0(path_data, "/320_model_gpm_sr_elev_res_
 path_analysis_sr = paste0(path_data, "/500_analysis_sr/")
 path_analysis_sr_elev_res = paste0(path_data, "/510_analysis_sr_elev_res/")
 
+
 path_plots = paste0(path_data, "/plots/")
 path_rdata = paste0(path_data, "/rdata/")
 path_meta = paste0(path_data, "/meta/")
diff --git a/src/000_setup_windows.R b/src/000_setup_windows.R
new file mode 100644
index 0000000..4f626ae
--- /dev/null
+++ b/src/000_setup_windows.R
@@ -0,0 +1,28 @@
+# Set environment for environmental information systems analysis
+
+root_folder = path.expand("~/analysis/globalTreeWater/")
+fcts_folder = file.path(root_folder, "EI-GlobalTreeWater/src/functions/")
+
+project_folders = c("data/",
+                    "data/biomass_2010_gsv/",
+                    "data/ecoregions/",
+                    "data/gee_landcover_rainfall/",
+                    "data/graphics/",
+                    "data/maped_datasets/",
+                    "data/rds_data/",
+                    "data/tree_water_content/",
+                    "data/tmp/")
+
+libs = c("colorspace", "gdalUtils", "ggplot2", "maptools", "mapview", "raster", "RColorBrewer", "rgdal", "sp", "sf", "tmap")
+
+envrmt = createEnvi(root_folder = root_folder,
+                    fcts_folder = fcts_folder,
+                    folders = project_folders, 
+                    path_prefix = "path_", libs = libs,
+                    alt_env_id = "COMPUTERNAME", alt_env_value = "PCRZP",
+                    alt_env_root_folder = "F:\\BEN\\edu")
+
+# More settings
+rasterOptions(tmpdir = envrmt$path_tmp)
+mapviewOptions(basemaps = mapviewGetOption("basemaps")[c(3, 1:2, 4:5)])
+
diff --git a/src/500_analyse_biodiv_sr.nb.html b/src/500_analyse_biodiv_sr.nb.html
index 3cb1b54..80b35d2 100644
--- a/src/500_analyse_biodiv_sr.nb.html
+++ b/src/500_analyse_biodiv_sr.nb.html
@@ -182,7 +182,7 @@ <h1 class="title toc-ignore">500 Analyse Biodiv-RS</h1>
 <h1>Compare PLS and RF</h1>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
-<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
+<!-- rnb-plot-begin -->
 <p><img src="data:image/png;base64,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" /></p>
 <!-- rnb-plot-end -->
 <!-- rnb-chunk-end -->
@@ -196,18 +196,18 @@ <h1>Compare PLS and RF</h1>
 <h1>Check performance of PLS and RF</h1>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
-<!-- rnb-output-begin 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 -->
-<pre><code>[1] &quot;elui&quot;
+<!-- rnb-output-begin 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 -->
+<pre><code>[1] \elui\
  [1] ptype           resp            Resample        mtype_pls       ncomp           nvars_pls       RMSE_pls       
  [8] Rsquared_pls    MAE_pls         RMSE_normSD_pls Level_pls       mtype_rf        mtry            nvars_rf       
 [15] RMSE_rf         Rsquared_rf     MAE_rf          RMSE_normSD_rf  Level_rf       
-&lt;0 Zeilen&gt; (oder row.names mit Länge 0)
+&lt;0 Zeilen&gt; (oder row.names mit Länge 0)
 RMSE (1 - PLS/RF):  
 Var number (RF/PLS):  
 Levels with PLS is better: 0 0 0 0 0 0 
 
 
-[1] &quot;kmra&quot;
+[1] \kmra\
     ptype       resp Resample mtype_pls ncomp nvars_pls RMSE_pls Rsquared_pls  MAE_pls RMSE_normSD_pls  Level_pls mtype_rf mtry
 241  kmra SRasterids     Mean       pls     8        14 4.379693    0.5013369 3.558558       0.7824208     Plants       rf    6
 305  kmra    SRferns     Mean       pls    11        12 4.701912    0.7137181 3.686251       0.5388445     Plants       rf    2
@@ -223,7 +223,7 @@ <h1>Check performance of PLS and RF</h1>
 Levels with PLS is better: 0 0 0 0 1 3 
 
 
-[1] &quot;spec&quot;
+[1] \spec\
     ptype              resp Resample mtype_pls ncomp nvars_pls   RMSE_pls Rsquared_pls   MAE_pls RMSE_normSD_pls
 433  spec       SRallplants     Mean       pls    10        20 12.1677951    0.6404985 9.8793737       0.6038114
 449  spec            SRants     Mean       pls    16        23  1.1402304    0.8933173 0.9233010       0.3360080
@@ -255,7 +255,7 @@ <h1>Check performance of PLS and RF</h1>
 Levels with PLS is better: 1 1 1 2 3 4 
 
 
-[1] &quot;elsp&quot;
+[1] \elsp\
     ptype              resp Resample mtype_pls ncomp nvars_pls RMSE_pls Rsquared_pls  MAE_pls RMSE_normSD_pls  Level_pls
 649  elsp       SRallplants     Mean       pls    12        21 9.762681    0.7556949 7.467871       0.4804236     Plants
 673  elsp        SRasterids     Mean       pls    15        25 3.880332    0.5859014 3.304183       0.6880815     Plants
@@ -279,12 +279,12 @@ <h1>Collect variable importance</h1>
 <h2>Number of variables</h2>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
-<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxucGxzX3JmX3NyX2xvbmcgPSBtZWx0KHBsc19yZl9zcltwbHNfcmZfc3IkUmVzYW1wbGUgPT0gXCJNZWFuXCIsIGMoMSwgMiwgNiwgMTMpXSwgaWQudmFycyA9IGMoXCJwdHlwZVwiLCBcInJlc3BcIikpXG5cbmBgYCJ9 -->
-<pre class="r"><code>pls_rf_sr_long = melt(pls_rf_sr[pls_rf_sr$Resample == &quot;Mean&quot;, c(1, 2, 6, 13)], id.vars = c(&quot;ptype&quot;, &quot;resp&quot;))
-</code></pre>
+<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxuYGBgclxucGxzX3JmX3NyX2xvbmcgPSBtZWx0KHBsc19yZl9zcltwbHNfcmZfc3IkUmVzYW1wbGUgPT0gXFxNZWFuXFwsIGMoMSwgMiwgNiwgMTMpXSwgaWQudmFycyA9IGMoXFxwdHlwZVxcLCBcXHJlc3BcXCkpXG5cbmBgYFxuYGBgIn0= -->
+<p><code>r</code>r pls_rf_sr_long = melt(pls_rf_sr[pls_rf_sr$Resample == , c(1, 2, 6, 13)], id.vars = c(, ))</p>
+<pre><code></code></pre>
 <!-- rnb-source-end -->
-<!-- rnb-output-begin eyJkYXRhIjoiRXJyb3IgaW4gbWVsdChwbHNfcmZfc3JbcGxzX3JmX3NyJFJlc2FtcGxlID09IFwiTWVhblwiLCBjKDEsIDIsIDYsIDEzKV0sICA6IFxuICBvYmplY3QgJ3Bsc19yZl9zcicgbm90IGZvdW5kXG4ifQ== -->
-<pre><code>Error in melt(pls_rf_sr[pls_rf_sr$Resample == &quot;Mean&quot;, c(1, 2, 6, 13)],  : 
+<!-- rnb-output-begin eyJkYXRhIjoiRXJyb3IgaW4gbWVsdChwbHNfcmZfc3JbcGxzX3JmX3NyJFJlc2FtcGxlID09IFxcTWVhblxcLCBjKDEsIDIsIDYsIDEzKV0sICA6IFxuICBvYmplY3QgJ3Bsc19yZl9zcicgbm90IGZvdW5kXG4ifQ== -->
+<pre><code>Error in melt(pls_rf_sr[pls_rf_sr$Resample == \Mean\, c(1, 2, 6, 13)],  : 
   object 'pls_rf_sr' not found</code></pre>
 <!-- rnb-output-end -->
 <!-- rnb-chunk-end -->
@@ -295,7 +295,7 @@ <h2>Number of variables</h2>
 <h1>Variable importance for PLS</h1>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
-<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
+<!-- rnb-plot-begin -->
 <p><img src="data:image/png;base64,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" /></p>
 <!-- rnb-plot-end -->
 <!-- rnb-chunk-end -->
@@ -305,7 +305,7 @@ <h1>Variable importance for PLS</h1>
 <h1>Variable importance for RF</h1>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
-<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
+<!-- rnb-plot-begin -->
 <p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAArwAAAGwCAIAAADE8iHyAAAACXBIWXMAAA7DAAAOwwHHb6hkAAAgAElEQVR4nOy9fXQc1ZXo+yskhCzTtmXLNLYRtqBLiEbOYA0wedU8+xLk8Lr1JljMRDETHs4gU5qbuUn3TYbcNViOr29kWDe+yVQPMwyqWEzEI0HRTCIzs9x9AZE8a6EaAoxMxkIRqgbZCH80tvFHI1nYkuv9UdUfklqmwbIx+PxWr+VyddU5+5wq9dlnn332lizLQiAQCAQCgeCjuOzTFkAgEAgEAsFnA6E0CAQCgUAgyAmhNAgEAoFAIMgJoTQIBAKBQCDICaE0CAQCgUAgyAmhNAgEAoFAIMgJoTQIBAKBQCDICaE0CAQCgUAgyAmhNAgucWJhnyRJkiT5wrGP9+XHriLnQqINdq0N0Zkrc0Zvv2DEog3h6TtBIBBcaITSILjE8dTUKQAY7TsmD6CxHe0GAEpdjecCyyWIRRt8ckDv+7TlEAgEaYTSILjU8QQbVSCL1pDSGdTG4LnoDJ5gt2VZltV9TqXMKBehSJOJbg3oxqcthEAgmIhQGgQC/5qsWkNaZ1jjT52LhhucFQtJkiSfryHTvp82+qcva4jGsqwFnL2cjBKjDb7kCklDOPoRawmxaLpQn6/hLJdPEim9HhKLhtMVRmNALCXpRCEz70kJKWWrNRYNZ1wwuR1ZO63BJwV0+3s9kLFSk2v/xzK6IlvfZoqcraty70mB4BLDEggEEVtrQNHM1DlTs5ctUCOTL5tI+qbULRO/TJ5OXfhR5WT/foIsU8rMepOSln0ik26ftkJlcoM+qjMmypS9TyZekrXTtMmFq5FP1v/ZRMpaTMYVH6snBYJLC2FpEAgybA2hrUm3u6l2hli4SQdQk8OLM0ZlcYZA0SKmZVmW2TrVGeITleMMZHpgGufIaIM9M1ft650yDb3pY3o62mNnsjoMwykxOR5nLVCdKGRmL4bXhYx0uem2htZNLSej04LNqaHbHq2b/R+v35IiaVMcVpI95dQ2ReiZ6kmB4PPJ+dVJBILPCKnZpTOjnDqTz8A0IxFNTc/Ck7PQLMaJs5Y1XTnZDB+TBtHspoJslpKsU+RpLA1T7RbKpBE6i7kks4KJQk7+b9Zrpum07Peevd+yFDXl1NRiTU1RVC1impnf59yTAsGlRf40uoRAcGnhX6Oi64C+Pdrs90e3OhPkidsmYuGGdaGPds9TvPLZL8ixnMryjMplrwIG9A7E8E8yX8QGegEwQrIUmlRItutzqnCaM5PJ8PiYLGRSrIn9MU1DPrLT+CT97ymvhIwbsojkCXZ3T/n+XHtSIPicIpYnBAIgvUKBvj1KdLvthTdBZ4iFfbIzYimqpkVMc/pl/bORczm5DKM2Zt9Fss/AU14JgNFnkhZrouYx8Zrcman+zyJSmoumJwWCixNhaRAIbDJsDQ1k0xkcJwdFM5MbFT9R2KHcyzH6TMhpZpucvKsRq9n/0ZefPyZO5LPbFLLbHz666Bnqf5vprAYXTU8KBBcnwtIgEDj4H0o6++m2zjAxPMPUafMnG/0+Rjn69ujZ7kuTnLxPuOECcRYhs9sUztaQszAz/Z9NpGhDeh/op9mTAsFnAKE0CARJUsEhbSYs1jtzUFL7B2LR5MaAj2ln/zjl6AEnREAs6dM/WSqH5OKK3pS+YQYCYOfEWYRM6mF6IClGLOxLbl546Owz+WQ/9Q7EJvz/HPt/ak+Fm3TD0EMBuSGa9fsL15MCwcWPUBoEghQTtIbJo3M63nRIliRJDoQ+2er3xytHD8iSJElycjSOTGM09zfbC/zGxBsUrfUCxHycXkhPsDW5x1KWJEmS5OQOzI+UK2UTCMmSJDVEZ6r/p/SUU05S6k+1JwWCix2hNAgEaTK0hqkzek+w29TU5Pf2Lj1nIv2xbNm5l6NGzEhqZ6GiahHzLOvs/mZzwj5ERdUi5gUIE61GrHRzpgrpCXZPkEtRVM3MKXy1/6FIupcgNlP9j7/ZyujXpEhpqT+tnhQIPgNIlmV92jIIBILPHtEGO9KzcBkUCC4hhKVBIBAIBAJBTgilQSAQCAQCQU4IpUEgEAgEAkFOCJ8GgUAgEAgEOSEsDQKBQCAQCHJCKA0CgUAgEAhyQigNAoFAIBAIckIoDQKBQCAQCHJCKA0CgUBwdmJhn51/omEG0lilCptQ3AxVEQv7JpRw7sWmxc1IvnHOxWYt9VyKzanhM/ocL1ksgUAgEExPRAU1knkwE4XZh4pmzmQVEZXM+8+92LSMpqbMmLTp+0xNmdAfn7BYO13IRzR8Rp/jpYtQGgQCgeAsRNTkYGmZmnKOo01GYRnFzVAVERVFybj93IudIG6Wk5+s2Al3pUr7hMXa+UcUVf2ohs/oc7yEEcsTAoFAMD2xgV4qy+1sVZ7yylSq7k+GvzkjWZfZZ8xgFbFwE5HWupmUPLOEGSzWU1OnJJOMRbfrSl2N5xyKLW80Lav7Ie9HSDizz/ESRigNAoFA8CkQCzfpivbQDCX7ioXXtdfNVGFJzD5D8TLzjgCeYLfpbZIkSZKavOeYQNTj94v8oxcSoTQIBALBhSYW9smhysiMJdyObm2vaz0f2buNUBOtlmVZEVUPZDotngvRBklurzMtyzLr2mXhlviZQigNAoFAcEGJhX1yCM2csZTi0YYAjedDZQBFc3QR/0OaYvSZM1FmbKAX1ZbXE2xUxUrBZwqhNAgEAsH0ZK5/Z13j/5g4NoYM14ZzriK6XUcPSJIkSXLIQA/YSwnnLrnszaInzHSHzHyxWYs6T2JfgnzKjpgCgUBwcTOTW/UyNi6elyom7guYkS2Xk/dZzkCx6V6YoS2XOTVcbLmcEYTSIBAIBGfHDgPAzERpmEjmiDYDVUzeTHjuxdpbGicVcc7FpkvNVKHOodicGj5jz/FSRqTGFggEAoFAkBPCp0EgEAgEAkFOCKVBIBAIBAJBTgilQSAQCAQCQU4IpUEgEAgEAkFOCKVBIBAIckKSJFGsKPYSRygNAoFAIBAIckIoDQKBQCAQCHJCKA0CgUAgEAhyQigNAoFAIBAIckIoDQKBQCAQCHJChJEWCASCnBCu+J9FxBg3s+R/2gIIBALBZwbLeo0zY1hjnBkHsh9Y4wBnxrDGOTMGWMkDrHHnsjOpy8bT99rHzsE4wNgY4+MA46mD8QnHY2PJk85l1vgZgHGL8TOMW+lj5yD7GWt0nNMWp88A0xxYAKfPpE5ap60zYxZwZix1cMY5OG2Nj1nWxG9TZ8bGGT8jAeNnpIyD7CftgzFLAk4nP8BY8uD0NAdjAPx3Bj7BUxacBbE8IRAIBAKBICeE0iAQCAQCgSAnhNIgEAgEAoEgJ4TSIBAIBAKBICeE0iAQCAQCgSAnhNIgEAgEAoEgJ4TSIBAIBAKBICeE0iAQCAQCgSAnhNIgEAgEAoEgJ4TSIBAIBAKBICdE7gmBQCDICZF74rOIGONmFqE0CAQCgUAgyAmxPCEQCAQCgSAnhNIgEAgEAoEgJ4TSIBAIBAKBICeE0iAQCAQCgSAnhNIgEAgEAoEgJ4TSIBAIBAKBICeE0iAQCAQCgSAnhNIgEAgEAoEgJ4TSIBAIBAKBICeE0iAQCAQCgSAnhNIgEAgEAoEgJ4TSIBAIBAKBICeE0iAQCAQCgSAnhNIgEAgEAoEgJ4TSIBAIBAKBICeE0iAQCAQCgSAnhNIgEAgEAoEgJ4TSIBAIBAKBICeE0iAQCAQCgSAnhNIgEAgEAoEgJ4TSIBAIBAKBICeE0iAQCC4hJEma8ZPnqdgLdvJTF+Az1CiBUBoEAoFAIBDkhFAaBAKBQCAQ5IRQGgQCgUAgEOSEUBoEAoFAIBDkhFAaBIKLmVjYJ0kN0Ulnow1ZTn6iss+9lAtcY7RB8oVjMySPQCD4mAilQSC4uDkG+mMTB9roYzoMnXPJe3fupuvVcy4mJ2JhnyRJcsiY0piPyatd7N65d6bEEggEHw+hNAgEFzOe4P/yQ3TCQBt9LAr+b/k/NaE+NtEGOVS5WUVRFCqigQttKpAymPTfGTl5noq9YCc/dQE+E426QC/rRU/+py2AQHCJEAv75FBlxGqeMNhHG6QAk09OwP8tP9HoY1H8zjXRx6Kw1tEZYmGfHDIA3Kp5sNkz8aSqab2hvka7+GiDFNAB1Cn1xcI+ua9O6w3Zd0WshwaSJSSvTd2dgRv1r5M3KZrZHfRMKsk5Gd2uK40bnnsv0lrXJL+sKm19JnimaW+6IufuCSdVf8W0PXW2jfXNzc3T3yc4vxxo+FHW84uav3uBJfnENDQ0TPd2WZZ1gYX5dBFKg0BwYfAEG9VQYHu02Z8xYEe366iRs9sMJmkN0ceilDX+wBnJ5dBbzmUJXW5YYzX7M0/2aiGDilfBHwv7Al3Olc8GfN7UcAzYCxUd+3dW2f/TA9Krtcnj74Qf8gc90YYJGkOFZv4++E/XSQ/rP9jhXGiENkaDz/gnluSc9DebA751tDaxo4njQwal0zY22hB4Nnn8VqguXNMT9JBRe29PP9w4zc3T/Xx/DqaJWcfdz8qg+1mR8+xcasrBdIjlCYHgQuFfo6Jvn7DQsF1HXfNR6wz+b61Nr1BEH4tS9vV1HoDY9mehKmJZpqawAJ7dHoOW7+hwQ8SyLMusK3KKiG3caHDZNsuyLFNbgKH9dOoCQdGqX1iWZbUowIerfmFZltlYRn/7Tud7NWJZERWvF/bt3Au3eQrh1ILUTa+n3COkmyadjG5tr2sNeoCT9EQV7aFpm/xqF3Flm2VZlhW5m1lOk3VY67SoAEZi+7LfnNVG/TnQGAQXA+LtshGWBoHgguFfo5Jpa4hu1xXNdP6TXmjIMMunTrqIfl1q+Jm15rEoZWtjsv1b5QblT/0QA8q8dPXujG1s7Kdw+ZGAJAFqUKHv9U2StAmgb70krXdE2SJLWwB7zh/7VVcC99J2WQoBCwqp+FrQEwv75F1XFmKsl6T1KI0bCKR+IF0ADI/Bdas9AEvdLt5PNtO9ep0HYuEfG/m4t9mV+yPNsfAfyqFdQGV50sgxdcXk1pWgp+T0RzwQe+olKJs/4JMCBpBP3nT9+9myNKhfXzz1pP6z/Vkv/nxM1j/TCEuDjbA0CATnjSk7DP1rVPTHAs6mweh2XamrSS7ay6HKiD3DrgzJ9l3pk51fLOQoQwfC34nipm1OxLIss7EkDvvjycLPAPbgeJrvWZZlRVQ9bMDizZbVWjZRMkUzLeuRq2H/L150TiVotSzLitQcGWXYObdjP1RstqwWxWj627cmFhH71ZtjuFc/MLXZxUuSSsEY3GNFVCAakORQj31WD/ha7N4JYNsPtN5M58i010L0zxucs4M7HfGWjDGebvNExFxQcP4Qb5eNsDScA7GwT046maWJNkhNk1aMZ7D0j8MMSXLuglwszNSjyRlPsHvS5MT/kKbITxgKODqD6VgUBnpRG+0u9q9R+eZfSg1/H0FXNNMfC/vkvvq1rhfaXqwPnQIGK5b4AUquJf/wniZJehigAKBeNgB2t0S53y9f5YY4sU2SRHEBzA5a72vw4j1zqjtCtlUhY9Y+ErXNF1fPTotbfGT06JFNkkQhXFZlWhHCN/0fob7DiY5qqQPymReWpLBzccpR4ahjXYA8iufj/75lXnWd3DRof1uluHre3wexHe2G02RPsFENNe2IBYMM9OLux1YKCiAxBJ7qUtr63rAlrio4lwdyUTGdUeHzh/qN7H9yepZFMsHFjlAazoGpQ4JA8BF4auoqQsYxJuoMmH3GikONUgNWsx/Zq+zpPaY/tV0BL7Ed7WitDxT/m9q2exxWqiu69OSCQyanAH/EvOvbcijGv6eXEnBDHE5BfnKEz7DvjycA9g7DvKB1VIMnK6X6g3OwnSMpm80V37N+f3ShpB22lYrkT4aiffft0I8Olm6z3qmHR6+THo6/HAPiJ4nfELHe8cfC18qhoYMmEPubfxjEtdY88YMdPvnvjETKlqAHpJR/paIB9L3F4YwWXTEXWLW0iL4xOAU3DY+/MX3nXgzLEw/+yeVTT/7kl6cvmAAXIZ8P5UAsT9iI5YkLTvageDMV5+7cQ+7NkCQXPtrgeSLWcLV0ddJInmpVtMGxTWa00Y5fJElSQ9i5LLMTknfIL893c6Rvb7hJVxtrdji3BHT3rvioc+W3QwZGH2367znJ3h3t1NV4Yt3vjQOo93tn4fejaKapeeG62uXJ+ouglL07D5BP4YcZLTgCcJSkJwLkjdv/rvUWkZ8XlCR5xyh8EJYkSZLq33DBgU2SVN2RIG9ROStvhb+sTt7LmKNyVJb/Rf0yGFovSZIkPTwIBaUA7lkUvRaQJEkODZHHFUUxohsfPwKJNlmSQwYx4G3HuVK1F2Qsy7KslAVoPNWgMpZ/Eeg6PoLrFABvzJ4zrUeDMCALzifi7bK55JWGCWPbDAwJUsN2pt6SWZDZZ6AHJEnKfWyONiSvjoV9dv3JQmMZxzbHnNI/WpLsHbL9WYyQnNHMyd01qZxpRJJDxtljFqZ6bEI/nLXnM8+mTyZvnyhIutCsjyZby6dpiB4n3msPci9+b6Pz8AK9zk6EVwNzpHvDySb7I5apVemhiYEPow2SJAV0e4w0vzgaJ/5U9aOGEg3IIcP2LzD9CYw+9IB0ky/QA2rE1JSKRewKPaRTV+OJ/TRim+z19SGDaBSjvYvDJ+Dtzl24oWwZa+9TAD74kDG4y7RM7ToAXH/aqSl4imDWI5apzoPxlRHLsqxt7/SNMLZnWcQy1WIYS4qbgNJt9o6MEmOXusZPrPW3CZRtlmW1Ls9j3NtiWVaz31NQCEXpDhw/tBf2/D7BSNU2y7I6awsYJ/4zWQq0ARSsbFSSl+bPAU9NnaJ/J/kQb7SfrTkUJ7UAMTLIW4cg9tpuSHhUBaDn6Di43NkfoTUNZ33uM8xPfnl66udCClA/8JOpnwspwDmifsMz9fNpCwUXx9t1MXDJKw2emjoluQsutqMd7SF/Vv+stEua6W23fdwzovBGGwK66nzbpTthbjNc20ytN5B0bQv0ambS323dWdSGZOnRBinQq5npiZje7riEqXpAWkerZVmmpuhN4Riws72Pis25SJKVaIOsF9ujWNZmTlNOFpE6a130bJ+2eVn74SN6fkI3ZnEbnCCIEdqa7PCpj2ZasvWtWkKe0RGF6L3VHUWqaZmaQoWxviEKnuBfKgnanqI1oqKoa6MBaR2/sCIquKNN4b3Aie2+AJtVFK1T6w34wgSbVFyjxN1zfSiaaYvqiQx31roA+gziSkuz3xNsXDlPa6mN9RkhWZLfuraEfGffYcTvBqNebnoXXGfyGFc7g4vZ/5KBHqh+YQwY2yFLcuhtABJt1SGDeB6cfA/Pkvnk0RWQJEl6su4+Nyzz+el66SjMsXWatS7A7fj1D4MekCS56cACKhdDtH33OPTV2yP9pn64wd4eaW12VhyW3eii4u56AK4A8q5ptaxHSoBTh0taLcsy/7gATu0N+yQ5ZNDvdLzRjx6QfGG53I1tU0Dxl0L8lzvxjACc9rZalmW1LARGp3l8Yi4oOH+It8vmklcaMrSGmGMH3tFuOFvnPcFG1WjfEXP2xj2UOgnPBhqiS1ctZ+WtxMI3BfQK7SF/tEGS5FA/nIyTvEVOzkFV74AzcTcetQc5f7PV2CdPnQQ7c+jqjgQHXw77Ar2a2R007emyHDJQHrDVB9mroDYGPU4jjD4Top2Gi5tvBfCUXwmJrl/GiD6luzgxkJJkjX+qfcKZjgd0t3Izmc20Ben/1+iETsAT7M5wjVQfYJ1zO8qx0NYoLL2phPiQmdmizAr392I8sTXss6fgleWemDOK2M8ia8/jCXZHCNgV4UYGbLfBrianb9yVNam+6f0r50pOOHffW8Hprurp7BMT76/ANrhIW0+UM+56cyAWM36L++6HbNWtH8egs94AdzlfC+gYepvb7oqADvF5Rt9e4J2XDOXXm3SMUHXomGI3irkLYMn4yxghOaDDELGwr7ojgRMMobLeFt0I1XckbE3hmQfKGctra9oY9kmBaByKlC2aAonhcQ7r1fq1VV19oEZMdQ6Zf9eFJagtWhWnE5DQpHv3FTLO2s0qitZa+fYR8hffRuyFIXCV0jsQw3P/7cBCAEY5xgrNtCxr87IjdL0K/v+q5MMtEcvUFJgHhW+sTykQiddfgVOjCfp/HwWWeouAcfdC+OpXF0Dx7TUewDx4Ci4rnObPcW/Z9RTbh0Z0CNwrVxG7pgjYG5IlSZL+fhic8A1TuWjngmr9TVM/56muy759z9TPearrfKD/NDb182kLBRfx23WBEUoDnpo6pXcgltQZgOR44Aw52L7taWSvwvVefbsdYC+246mTy5h/qNWZJW/2YBnfDr840At9GyfbJ/zNppoq/8b0JLg36Q+WmkN31s7mWLT9Lo3Q1v+RnJebWgXGI/f8YbZFhq6Ab2P3m6lipEDcjWvln3hiA28CbWezTzjTcVNTmPVOG0Z7F3CgF4o32zYDdzzQ8OSETphY9XpbZnPDLIw+ugK+cHpCn9VUsKpOoV93bBkVtkimpqT7PqCzPyxPqjRpn4ioVFyvO/aJgkOu/vc3W5aprYDkyb63MJbaLVpRO+BUah5kdNheR89inzC1CuK6bZ/oau9PGWwGDChd3L7j578edCl1jrlnrarYBXXWuoj/B7+IqChrq+LoP6bViqjgOkbvQeD9/RjJ37w+g7f6ko3peXcximaaqptoYB2tnbUu3KV6Uzjmb7ZMTUENeqFo5X9+OSD5noy+YlCah9EUMsCttvhHjJbnoIKyIoC+th63guKV8V5DHvl++22p4srD6PUhk2uK4Uyp8g5foKp29yYdIyRXGwUUGNWS3JaAD9+wtaTAwdoqSveHfXKohyK1PegBvn9vBftefxFeOTCGu3LAJ4fQOn2FjNpmgRW1pcDIeyDfpeBuC0iSJG+JU4hyjwzMd8GwLkuSJAVeBQqvD3bbjzuNopndwTvLK9PrJMDICfCUFQNz7IpKAE5cHFsuVfUPp36yXqm3vDH1c56k+sn/XjD1c57qmkruffKZQ1gabC55pSEW9sl9d1W274juaOeOw+ukhi5IRflHjVjdQQ+e8kpO7vyaM1ne2m7w3lJF/1X7brqe39FeuPqLvPfzJnu1u+HlfK4o62vvvbKS915oSw6CW8sbVbvIrt7kL15RP8ptGdYLmDixvoyKzd3fDzaquqZjPLo1Bnt37qPiNkz0gCSH3oL99iReDr3FQXa/MfsGxmkLSFJAZ22lPWXzlN/AGUrsebMU6K2Yap9wKvWUV1I8twCMekkK/MhIr3MXr7eaH8jshLTNYO/O1+l319q+b1tOUgExjFB1cofddPaJVCggSvrBb4vESm+q5ztXHKbr3QmVBrow+kyQvUo/XqdF93Um3Cv/DPbujFHgNTbKku2IsOJP7BadjPfYD+HenlPkjdlLLf41Kr0DzmBuB0vYu3OIIsc+UW/kc/MS2/7QA8xbURnaZLgSe7/tmDTanjUUrwyxf3wuweylrAvoGG09eVSs5mtSQIdEHu+/B4yeovQWp1F+P9df9dMmnQ+Og/f2YxghWdaPg7++7/bqjgTxIYyNsi/84o52Q11z1+3g6vqHPWDUB16t9QyNQ8UGTVmhvFYfnceJ4/vpr5w1grJtmwILnH0N83CRV2grbYXcs01Tqmqv5djRfG5cXwc3qj0dc72oEcv85oIRTpU5M15nUYC1szp7bM8J7NDUUYiFf9HPAu9S+GpwBfw0VBmxuoPd/zEKK1s0BXZ1DAFxze6c9JA+yutbZEmSt+zJ8G8Exj5IdciEPzRebHqSRMaFeXOA+DHgKlUBdj0/gkAg+PS45JUGT02dou9bUhkKhLhD+jXaQw9Uul3RQXuW2fhCQPK1AP4lFbs6RjZblmV1HnrGgPwb6pTBxBnG3myn7qEbK2KDjkeYHu1nZBBYtcQTG6RUMy3L6qx9JnB/bxUcaLi6vmeBvXjsB/a/N1Gc2NTZfHS7TgEr1Dt02Vkq6F7VY1mW1aI481rLMhvL4pwCbrvaPQKlWkRT+O1OZ8HYf7V7mLH7LMuyrM4v9/Tz0oFpKvUvqdj1xhlwB63Wd99kEhmdYHXWPhNw9hQMn4EEP0yK1F9EEa7aH64uhMH92VoExDZu7Kdsi70aPg8YBjyVblfXkVLUiGU2vhCo7jo9pdJ9FL8UsEcmY7/dopCVIJ7sm6E+PJppL8zv77Vv7zdsm0HnOwMZA47stRUmyIxQOALfsSxTu44x2py+XeuC/e41KrfMo+eMLcnm0rg9L5dfmZvHcK99ZU3hOP3hUI+qqlw9e5yjxwBrJG/omGMIiUYx/vZQna0g7udZ28o/CtF6/e5Hal2UKFXcu7kyVB0y0AMBHWcAVjSz54d/NHuc/CO/aefWKwqryk4z/tYh8ntjhVy7mFHo62JuuQdOcoqSm5amWtr3Vk/HG4yXXcHVt5ZX6vvWmOpbfegBaV3xynmMDS6PWNbmdDKINsMetBV/BUjwzJ9Lkhw6uWxF6BseWzNDNZv98OLr75NHV73ty7mt1kXFZtt9smxZup8/LO20rMhyUkrD0jnAh3vtxz3lD+3U3Ew7g+1cGXv3NPCubgDKWhcwnWPhBTYg6/q/T/08+JXTUz/nSYCLkKx98mkLNTOI5QmbS15pSGoNKuoDC39NXY0n1htP+Ms2SZIkyU1XKPBBDKL7+qtqZ22SJEmqXnh7BcxfHmws2z9Oope6GnNf/03LbSuVoqkVuGo7u4PmvpinjKGQLElSdce9kacqe2DRmrsZPWI7l0XBu+KfHTd9O5lQdGvIwAjJqT1++8K+wPNlxNmlt1WomkJZAQy13y01RFnqdlFR1SdLkiQ3DeYzBrxyMD6bkqFQIGQwOAKJzv8Xogfjs8l/WpIkSap+fhTmTXzPPeWVzlF0X3/VTZdBPCytu2YxENsklT35AYy97JMaGp7rh/5NdjkdRfZQ3fDK7Mtgwaql0QZJqjeAEQShS24AACAASURBVC4D3J7ZMLw7vM5pkRTIXFDxrF4Ogxvs1XBXbRUV+8M+yZlr6wGn55MiOT0vVXckOHq7k2ph9jG7RVocYG3Eal2eB7ArtDXqWV7ClNu/f8dtjmJnO58Y9KaUp1jYJ1V3DANvvRLDU34jeZQkQlvDYZ/cloA9P6e5s/RYqvmbZisoWqemYB4Yh6H2HTHw1Ml5zFujKbquc3AYEpFQ5SNVrvHSeZskyY6gTN41dcHmztvy4ZS+Nbyj3V6gcalm81dvKuGw0UP7JnupylZ17MZWlnuiW382DGOHDOP9/ncqrxwcJj8+vOKOq0+N0hZY3wN5TtjFXaVeFpUAeIKNa/X1ehwgMThcZgYCQ/7egR3E/X4UrbXp5qtx1a73E903VJLcs6D6PVD1iEa0H4YhEQcY3LMrJEu+hm0djoomSdUdw4xjd7TR90rc1jU8wW7r7UHLsqzO1YXA5SUA15KHs8Fyz5cLYPw953H3O39og2Csl3xh+W+1dDxIFyR+vwfPNXMg33Z+NBL5QNE0uyeEAVlw/hBvl41QGmyfhrkPWQ99kPZpiCYHuH77Nz020Evhqnb7R7z5T+YD4K+9YZT47LoaBnqZe3dIsW2sa1ZSsqu6oWWgl6tWr01uRX9ooEkH26ch+Ys3Mruv45ZIsz/206099HNy59dSeQiP6HX/n1emX3/0GHscO3/R8yGDkbnA/j10vcrSVcvh6aQvxCxOwQfvDnAZ8yD1o3qyteHJAftk+ofWeGTirg3/GnuzQWygl6NHToE7aFnfmut8O/e25VzxkoHenmF7WFG7xD7Qt3EDFUOhP87IgngM7GVswqkcjLwcaIjGwj7HA3FlnZKK8LMrPkLX+tDEKMVOz78/0EvhwhsyWvRMoCFq9hnXuQCWJZMxtgWk/4njXad/J/xHq93E34ym7ByKZlrdTXddy7hF/6bHnL2gRr29xjL02MRckVF/rTLOh3F0bedx+3RvQFJ3Je3mFZr5r3WK8UR16q63QrLvRumHFML25Mk8Rg7RFV9YxNBrGQ3r+144hgV8iK7tHE3WujFKySJqlFQ8BPo33RSOAUbLb2n/ebqAqhsTlUtcwMh91payg0oFK1a7gXHHW0Mdes1e+4mFfYGB1dfALX6lwgVD78Crx0+2t/euOP4qBw4Tm3sZiY5tDX8Y0Dl8CryaaVlrhmMw6g52d9bOJo/ZtZ2WZUX84FbN7uZnIqrt0IGitdySfNbwwlMGHDRthcx+0NUvjEKh/3t3gnzzsnGUlmY/xMK/PQVz7pjGp4Gtj/anAjEkwHXzKqirKEotlP3uBBe3I+RP/uXyqZ/P8Up/Ljx482tZP5+2XB+Pi+HtuhgQSgN4go2OT0NSZ5gSc8bjIp0YMPpLA+YuglWVbiruDXo85ZVQ8g3Hsz+gc3hFZ3N9eSV4f2BqvQFJkiS5r1JF8cqA93rbAH81w3i7ApIkbzk4+8trOdTVQ1nE3uM3xq6mLT1U3FfVBx4UbZtKzx4gfgjluyucn9X36Xey/5kbFgBceU0548TgjohlWVvKYIyhReXlwHtO8kBTq4DJvuv+ZlPrDUhyyGDwWD6ciod9gQEgD/b8wxaDN8aBwhtQNHNyFsS3X0+wMuh1lkLceDK27g/ZknTWuuAoekAO4U0tCrDS2TO51uinH+5o0RTWrl0G9iy7c+XlML+8kvdfanNaZFnbKhK23f7tE4XYiRkjKotcQN/uYdxqZ2MZ/e2/9V6PMmi3qKfjhoi9X/XWlcwGWydcVoYbZyvp4L9BVcTUqnA7uSJX1VVx+hTs6SjQNih2WKTLVqxAjTiJH80+w70PqiKdtS4q7quCt27ewO5hjkEcRTM7VzuBAb3Xc00qiuKGxhvo0X6aTNIo3fQLy2wsg2Q2yMHdCVy2xV4rpS8kS5K07m049rSUUsp6Onbpm3bMy2d4Z8N2Xa3/ixW7XoiTj6u2zg/462pdcNxjT/r//fFvlLHn+Mn+o7MZu7y07MNjLsM4WbL3sJ1Uah6ltOlOSgiO9AHMxt5UaVsShjuqJdtMFNdlX/jJ7XrZsja9MmJ1BxcVkQoQuWgWcMUCWyt+NuBk3oLRhacgunXLHttRxg75BBxJZedKYYRkX3jvUCLt/FAMC64HuvaOpBwhvVdw0ThCCi4pxNtlI12CilIWog1SQE/mFszItZA+jN7rhKjBtpqqEatZDvvkvkbT2yQ/N5doacRq9sc2Xic3DSqa2dgnZ6Tvi4V9sg4jB2yzwVpNeyf0cr6rravIw5Jj9BzOItPs5TcN37TA1dblzG/XRlreCdS/Vcrdd5bpP3WsDxTWdp781Z3Ewj75vxuuOzp/cUV1oK2otnP4V0sbS+Ut73pbrDcecHIJFoG9qO+6o5bfdCQm11ihmT9+WU41E6AC5S8669qrf/Y2rx5O+kWWFXHFgxtGw1sWt3S6Q9XGPO6odLe9pHSe+GGvT37CKH6bo6eAIviQ4nGOTtPrbpS/NruD5r1SoI3C5TeN7n4D8AeVaPh1R9TSzVbz7yWnRXfGwj75CZhfZzb2yYGnYOF96tDTOlBchPtBbX64r9HM/3/kx48AuFXzYLMn2iAFer1UqtprITthUpGbkSmDTmEJo4cBPGXEFm0z656UtR7eG2UEcLPgMOP3RuqeDhB55IXAw4PYzbu5xWpNVMmP7lpZRJfzSApWd374vP1EHjacDs8nc0tAUZnt9UK+0nm6cZsUaHMXUfzfzL94Tv7Baxw5RVZW1Mq7/tWct0jxlt7xJbY0HXfxRn6F8tWbjcgLs99dOp+ejFhaXs18I2g2SAEiJn8u/1Ji9CDjNS1Vz9UbY5NLVjSzMeO5F8JoxebIyk0BnbykK0Ihs/2dH9iPQDuQsn5BTYt2tH7S8G+X+T923lTdcSq/mDH7BfCsXBbr2uN8vc3qro+FffITTqgGpYLKH1vN/mhg4jpWhWb+viY0S95xeY22fEeynmWt1uD9WfroLL/gzc3N030lyCRrJKiW8gdzvD2rA8dP/iVLaO3PFg0NDdN9damNocLSANi+9M6WgsxoAJLcXmfa3v7+Z1LWVPXepM3AvrymTomWttgWBTlM7VpO7vxagIi9a1K3I+pWbl5qsKciYlkRlbZQyKCta8HVxWOjkOcqazQj6uREIDd4CnitK0FRbadlaitoC/yNveGg66cnCqnYbJkbiuF0bN+Eu/w/WOtipKNaktYtXGdvpSe6XadsWVJjABK/if+NZVl2+kHF2cupMB/8z5g1jhlCKYa8ZOyd4yegYI19GYMj9Ie3LPZSuQiAMTqjRzgDwDH6OXo5rtpO85t5MI7iuCDYxpttSmqtfluF40sYePPLJanEjJsromEDRlC0Hy7P48jLsXSLJDlUGflxJYC/ufP2MRh6WodlZZQeHbETMw49Jj8+p4iKoKZQrMsNUfzN5ob9feihkKVpKq48RuKKZpqawoI8ivymZbV4YdQbMTUFdfPiQTgmARwZpeA+y95HemQc8DebG553NAZlQ00e7I/HWsO7+JCuw6C0mBuK4VTsFXAyN0DFZsv8pmviOH1z8IfL88jPx3PXnfjX17oYGbNfpJsmaQyKZtp2morNVs8PVy8YQ8IwKgveQ1GuWD6Ho/Frrxq45uToVV9fcIx5yeWeUsdmYNuPZD3OkYN8WDS76p4HGlfjVjU/+CNW6rl0Bz3MSSWkUOYC/ZsCvTVlGQGbL2PYthmEjAyNAXjlYLDbsqzISqB08wT7HFcA1lWtzrexriOgaJ3/eQG8Ndk7dnd/lVcG/H86cc2i/wkn4HTCdjY9e3AnYUA+d1rKH5z6yf32rKsz5y7VxbC+I94uG6E02PibJ2Rx9Ddn/vbZeILd9rnmNRlnmv22K+Vvy7sty9SU5cEfPmOui/eoa/xw569eT7p16Zt6qNL+1m+XHVFBjQw+ufzUu/QkSr6+ztyuV62+2vktj6iULeOWB7eoMa+XkY5tUU+wxzK1sX4oXh9ZyZExjm6T5C1HYXz3Otvoa3CMkdg+JzhPCWpj8Bt1VbxVX1oS0JVHgoupyPg5fn8fgOxdgdsJYXTY7TKe+Dn802ujdniG7lAFgBGqDhn+oyMg5U0wKRt96IHqjgTUWf/mv4zhjmpJDvXlc7V7GMDz97+4BXjzVfvy3u9IvvCTHUZecm/f4jJg2QbTsrbOHoHx3d+VJEna1O8CyMMIfW/3OCNR2Y4i4KA/9VdP89sWA5Z+Ya6jZu0ZZKgAmB/sNu86Ts2iPJgf7LZ+7Gyq9HwjtAI37AqF9JrFEiy8K+jZu3M3oxIjh0zIHwG6HJP6COTPWwrHSOQx+rQkSfKWL68rg2NPO1sH7dZv2ZGAPeEnShahXE1xAnflSk/T1lIYfFiSJOn7v0sUjwDvh9c97k4tB7moqmDuc9/bPc7YGO+8HIOlN5UUJcbp3yRtLQ+vLrSXBwDKljnbOj44zTsvhxvkx4/A0aG1kTX7eivnGj3vf8XP0dd/1nP85FX/19xYgsXJSoZI+irKod8B8xaSDyPD7zwqBYa9I89rPXiHA75wzHzO4NntMWhp0skft7ezdH/TA1UtVnfdlVAoO/6eI/be4QzHFRcsAg7Z3qwBA0g4Pg03SrajZAKY9yUF5P/zGoAEGKHqf8iHYmtSRMgEPSFZ8oVfTGS4rxRAUdkqPLXXkQ7udBw4LZYnBBcc8XbZCKUhN9IefPbEPb1Jj7OGh5JD/U5uAe36DE8C2asA+O8vBRYE1zHQS+EfrVMYdLwiDiRg/0AvV8wrgedsr4j2w8DR9/3NnV6LuG2LLk3+xK5YvcDRILaXKk4CCjnUQ5yTl1+zzPjff2ckXQsBmL8EiG3cuMvZ0reWSEcC3g9XPXwYOLpJkiSt3zZNr410Fh4HcAW7rYgKZUVUbLY9AGoUF8VHAnL0lMuRZIxDRyHRUS1J229XYHCTs0PyIBwa3AO8bW9ACPQoKCE7qrwEJJMbJgD+oMWyWm/Is5MgWJsrUjkO2vpG7GZu3Hkc+JI9Xb76jD373NlusMNI0L9JaojamypjYZ/86K7k3v89747ZravuSK6dRxvW7QFnF4C+qRfG5p7i8EkYt2e0fr/eOghz1mgKZZO8QY78KGRg9HMC7l7DxuuCQ0lzkfE2R4H+cMggNpp8TAl+9w6DSfv7gi96iG5sGhxhnNLNVrPc+1aevfsU4PAex+UCGImGTqhVFABtga/9avSlKEX9ry3w0z9IApmXB93c/mPLdobwOsqYZZmRf+rUlGPL3BZjBYyOVykfzLtiz56Ra5Z8oNTVePyRFiWuy3ZYyzFnO8utj8Vg6N1ow7rd41jHlLqaO4OtGWU6FgqWa+ad81LmsWVg+zTs74VML9s5z8mSJG95N+NUHA4zjSPk0r630mEeTgFzgWXkpSrqmWb1BhBzwc8FWY0KF8NOTvF22QilITc8wVYNe6ojBXo1M9MskZsrZWpbI9hJqwBW3e7GTUiWQwZG05b0xOv04tbm+vJKZt3xF1XJBD7XXlVE4Rf+OBb+Xl+JHelBdQ9RZrvb73/hSIWTM6LXsFclACj233DdX62p6Iq5SG9lK+RAkyRlTuFtZ7ijlN+QFvJDZlfZgX/ufPAGoLjcjtTU+Gc3s/LWvTtNijdrdUvof3qvAve2aNfb911+Q42dU0HXDEcfADiGsaXpDcaBZWUoGxqLDScTxCuvDzPvK+khJB/X0qWg3DkP2Odsm0wJVoCrttMy2TMGC1fZ6wBjLrjl1mjDesNtx2rcpvUGvv2cHX/pGPE8248yor4xTPqlHx2D1wL25NmVNMUvU1Dukve+EYcC1kYsU4tHXZTA4qXAIOCtQN2s2jmlbnPuKlHNZv/eNw4P40KpyBS1VVNwg9/Z5cH4CCsjrcvzKChk6BfhmH99rYuiImZDbEfrqUJIhkxIOBs8q18YBXhnYaDqVBFA4sPRQqVqjqv/7WE3MO8rt/6ux1/Fqz+ptPXUITdf9nkAPGyvDhm8Gh+Hy/nw5j91m8ZhSLz7Qo9tYKqf4ozAayPAoU12t4wdsqNRhPYsY7EdWzrWWCaHDDBC8tPHCpc7z2XPGBAPp/SPFIdvM62In0mM7AUO7XdMa5apKU6ELYYyXG2KIe/DvfDbk+NJpUFZWwxcLrZcCi444u2yEUpDrqRWJyasWSTxr6kMBUKOzjAhCVYyVWRyWyMQCzclrbze67m72bKSCxapadwf1Sv2LVue6HHF10YsU1vRNjDClWX7vrexx3232ewHz5oqGPmSaVkRNa5o/2prJ8FGFfJQKlasvgbce0+6/07rv3pZIqWQwCiLQi0qZUuY7cywUb+5PI8PjzCH8TwnucDNXGm+AbQFpO1X2HPK2EAvx57VDGdh4uDLO9r7Fc18ozvi15PecEWju5dEuoMe+aoygAcilmVuWGYPD5FbAUpDf6+xpesIJJ5/Mkb0hUFI/IvmBE3IYwz+rVqS5MeP5DPbrnQkvsv+1u291nkeVwLDjs3g8CnUb7FdV9Q7aKPRaq4PdkdKo1SWezh8Ei7nt7YJx82CPIrus6zOLxdCaQVrVYUVSokTjQB180qDynJ+2TXC7FP8xjbXJDgMR8MhA0bzOXOv1fxnXoXe78h9jXbsZ+5ek3wljmKkOvoURQvZuZtTRbwQdRrHLZE129ftHufUKK6+l00YPs3I7OL+TdK6JxKXH6HsCufuqtoV6UjVilq5pamHESguhhPlc3sOUmD8+xHgC3N+c7I2Hp23q2N8s2VZm0sTcXoAWnxS4FfKCipYVkbJMLz8cMcS1IgVUbE1TMuMREzLsrZ5gUWOSexawLPZsr67AM7cYlsXgq49vDXogVjD7Vv2KC32W1rA6O8dlxq/B5gXzJyA2XEaFlwP/khnrQuPXwFFMx8pg4IrgfTPraem0m2HPDVLR1JaU9KDNvbuiYw4DVfkkTd/ydQ/UBBzwc8FWY0K68d+PvVzgQUTb5dN/kdfIsgF/xoV1mS4UjY4Kqiimd22K2WzqflkSQJUVYW0K+XEbxVNU2l3TnbW/qy6g7aA1Abkwz1rFG8vHbosJdUOxeuEdEzGX7aTNR0z5rqWvAIfjC7Ls46yeMm8g3uO+SNW5LmFUvhwaV3lYJjBfaQWBfTHdwNPN3lbFWmd8VpAsqXzoPwXs7tmx00yhXkPOycXbbbM7794z5XVHcnUGH36cc20gp5Y+Fo5NFT264AkAW4qMj1GIWYMAQyFAiHnzPDPZennhcA4Bx33unFgeZPVXR/7yxL58aPv47l1Lv3RtRHrBwM+WXs7BsvBU+aCeNFm67jvnjnVnR/S9fzAfKj7gamtk9OjUSDZT4cBVqzO3/XCeNoMA8xZMhc9Wt2ivVMfMkDf9KxqHvTzTWA4vVIALFvfGfpN9VNvj/Uc3SRJm7DjFvj3ZqYC+uA05JE/7ky18yGur+sA5ixB/YnV/Hqp9PC7x/E3d65+qvqFURL8x0CM2Xlw6Ho/r0VvvsUdi8XliGX6IRqQAm412XuGTsSKbJf+/GdH48NFy+//7rX/HDXGyIOVFb2JQ6O7Th67et8xRzJ4LeD0gcvYBeyBYhdctkK5bNarA2F05TJnYu/3A7HBEZjzHkZIluwnE9vk3P9aRmeGJSkMQLxeSj1VJ05DdA/gmp960o77S1HSPjF8mli0MmI1y+HKUB6eBWGf3DQIg4F0+brs85r1CnqG+SOxew+ea/JhrDJi7fYT+8u5E/5uJvJxp31Znek+NxEMP09sy/+zT1uEad+uS01vEJaGmeJcXCknfNsdDDan7lq66oa0X9jVX66ys2TllBojenLsCMz6g71zV3+RE3uPAdGA1DBQQkHh0KPtsxZlb8d/HEgalwuAxU6EgzNw+cpOO8gPt9zqXFEEc2saVf1/6hgbN8Zg784jwKKCdHH7w3bqATel4CnLmjhnFnkUZHjEu4Pd9YDnnpUuiuenr/OUVzI27DhM/POHwIgT8qHIzfxlrkpO7vxa0lUzmwF71wvHAE497UTGdP/YarbbsijY7Rh5rk8pX0mHxBrFxTwWL9y3czdHZhU6S+4u7ljjiTY4QSx7B2Kw753TMO/qlHF+LBmwIn/WPsUrw21L82F0e4Oz4lBVwe3l5t90DDPb+9rxCtbOeZMrIPpYttTlFQsNX2DIH18E5I81VhsFAON4D+u/G3uzR7mM67JNv5drnZriWVZEIuGa840tdYWcbG9/ddmBvspyjxOICTyzgRPjk+9dUEjF5ogK3jlZSla072ZqXwVOj9lleoLdVmdtISMc+DtZsrtb2eJtlCQ59AYlfOkLWUoEMFpemfD/eV9ahb3GNbrdJ0mS/PgJkOZlvVcgEJx/hNJwoTirK+W0eGruV+LqZhVQNnzjg8KPkxpjeFY+c5bEC+seurEi9m5GaoxTo1zvrbvLAyyqXeHUVOgG5ZHKR380lG/nEPDnw4K9AUmSpHWstNfpYwPHqap9MyDZoX8K7usOmtt1XFxXkWiTJam6YwTYX2taTh4KFm+wnNQYvfvhgVtdwEItkvIprIlY1t2ucfiSbdK+PR9OTVTo05UG9KJ3E7ZPQ+u7+3GG/44EcXekO/jAhCwVI7hV03LWIQqXO1mZhgEqkl6W8f2ZLbK3dHYHPeApK4BR21zf+O9GgmNUli8B9h6xt4y2KAlefxV/c2etC7dqB/igADhyMC25K2SvLVwW5/3jycc9pPe22AGdevqLhmR/3fI8Lp+rGP3KnN6TS4ZnUxK1s38frK2KkwyEVVF2qMkgGiXuLmHWKIpStnw28+bR11fyB/nz1o728f69tkpqqm7KGs2kzrq0763YnhHG3AtrfP7yWwwM4+TiQXWNPxXTS5Ie3gO4gpZlanZHLdxsWVvmjHLQLOjNp+8EZcvsHNlOPNO1Eau78rcfQKFtSED9igLzr8koU6ruGAWsr5n21l6MDSEnilScZ/8j2J3cS2q/IHbshuDCj8w9cTVYx6b5c/m4BuSLwb1OcAGYkR2bYnnCRigNF4qzu1JOf9tHp8Z4MeyTNqWyQtgb3fq19kp3Ip9Z8bOnxjjQYfsKqJG/Lgbca+5mbIz+TZIkR11Ubex0Rp41K1m+aime8konnLb5zQX2LkQ7qdLb9jr+TcsLgZNbkj52SZvBf7rZxfv7IDqamE3JoVAgZLgH57px1f5Xv31yzq8lSZKk6pdu8/LVL9ttX7pqOSuvCa8LGfQ4co7AKRId1dK64sWAt8UJY/DH/slZKu6NHGz2AMy+DBbWb7dVCRcFdjxM5Uu2l2W6RbYNyH4qsROFcBVGSJbkpoNA2Rb7m5LKG1l5Kyx1O+Gel95UQlyXUzk/i/z2aG1qCkqxZj+P2V7mz40520RL/ZX1ctMgeGqrRkpNllx9Ocf+zajA0CvvX+oarviWs61gV4eTnbO6I0F/tFfr1JSq2mvjhykYvb+xbu41N3LstAuuen9W3fr7q+wtL5IkyUNVTu4J+w1q/se1uHHH3+49EBvooh/6jfTuntRSQF4ibNsB8vLg0CZJ2jAIZ56utoNBje3Z1WdC9Nt2Jou2gCRVvzQGo+4ttS5AbzPSMR8NUDSzdXkeeRzZJksBPRUFAoB8iudDrDeeuGXYeZOPee0kL/7M3BM4uSeKgPwbGxXAaDvI9AhXNcH5Q7xdNkJpuHCc3ZVy2rs+MjXG0mCrpjgxmizLDqCktHQ3f/2jUmPMWVQCSotlWdZD2x/vh7mLMlNjxCt6pnhuptw5Pf91YxWwTG1UWKsmq99efx1wd8qh8+677NuWrlrOyluJDQxwGdURy7Ksg5GqOCU3LZ1w0rLMukmm50XOPk81kkqgqGimZe28xw37/sMue/4zkq/R6M0y/LN0VQVFQ6F1TwJLb5rNKTsEOPNdUHnrBAfVCdYgyEwFushtV1RdOSuzQUDJItSIXZ1y97WMOLaBrnYD/srphrtuT2fUhC822yrFf/m/b6F3ILa05kbcrF2poN5W9GYR/ftMO1xSyjW2s9YF3rqaO8sre96cC4rr9nJ/eWW0KqgMJ/CemV9Xs5RCp9sty/pWKRPw369erxS7GU0Q/FdNURTFeVmSQbfMxjL4o22WZbUoMDvP1sbMDcs4Af5IRIVKP70DsdjAcSpwU1UBivbDMuA4q5ajtqhuHF9XFZLJxmGcAmetahwWJhOFjDF6OXBoP68lo1ge7WP/ISC29dH+TNnz5y+DL7hg7M1fTxfSKc35mws++OX3pn7OvdhPlwMNP5r6uZACPFh9YOrnfFQ0IyYlYWmwEY6QFz2eYGOlb0eUdupaPfYeeDViTTRUOKkxgk0eJzWGfxHIlW7evzfo8USd1BhbHa3YVdvZXH+qYX2ht23D/up6SaoH3ArKXcnUGP9oNfujDVKgl8AU38yUOydUbB5s/n4Uqcm7rTLlQ6e02GGzQwYZjohAwOdtKYdkogP/nyrUN22M/uD+jJPZcSqVARY4A090IA7zkr55/ojVdMC3Je3Jl2JFbRVfWbuszWkmbqeZkwu3W6RGrKDTyfgjtgtHLOyT+xZn3HEg7AuEjIzGBSQdFK2zbhF+HM++ZWUs/rEkrQfAyLj6zPvgqalbEQrVG4AsA7esbHu2S91S1977151ae3XqMZ1IPeWKknZZSloF+nSnMGMe9K18gHXyc3Pp/6Yk7UkJ6XSEopndQdmLoRejAJ7ySsN4vsxI9VPFq+AvAnZ3xqKv1BsuSNi5JwDmQb9RULUMPQpR2e64OD1xUHDfPJuhoQ2hITD05PvjaTY3PC9vCcnOBCz/Hsu6y44Nfagj9Zjf/aew7+EtaWkB9myRfQs7M3cmz4bRxD7sDbFjRg+g1BQZO0YOTAyDmuISnPYJLhjCEdJGKA2fAfxrKgOBkKKZyf2coe3RZn9maowHGtfWB7bI0hawkyuVAnivh1sB/xo1ENgatZot66GwTw6xail41qiBQHujZVl2OTrA3rCvur3O2e4BVP7YrGuSQ0YoZdSXogAAIABJREFUZJAah7CNz6yT+24F/M2R7VKT17Qsjy3QItuoUpNO4eEI2h30R/vqnRQHsXCLgaL9wI8HNZHMexDb0W4odQVhn5S0m6fVjlSKBKNHlkK4gLpkBpBv+YFGtT5AJJU0pL3O7A56YmGf3Hf/oPWMI8YTdrmeb4SULX0HMioCQA9IOopmtgaVpr60SGqj39Yk5qzptvzASpzGpSuCWLid0m9ZVgTsdCZErDf80OKT1r+/2fr993nxnjnVHS+EY9G+0C6/385XIjeWyVu6wO/9oL23rvXOYNA8VCZv2WP7e6Yk69pfhvr3EZqaeqlr7Q56nvRJ9b/Lmz28ds0qein9ohqNslnVNw2tJNqVui2lRpUtW1FXQ9gX0LHDTTj0b5LmvN75i7UE2uRA+pWLWBHulQJtlHgj1ZNGd4CyxtYg93yXK+97pPjphwchbhA3MlQ2b0trnrpu93jxfPBHvrtA+lHiS9aHL0L0C1JgN4XB7s4ds5wQFDb5Smd38FRDCDeOs+lwxqpG/inGAGMkH7hy+i2XWc+fuzLxk+evOscSLkIWNX93xsvMaquYrqKfdE7jjn1RcqkpB9MhlIbPAjns53zG1N6xJ/fqvarem+N+zjnVzpCsblb1TTTeGeyO9EkZk1S/B78VzCZTLJwu/iGtSZYbyq3ms+yGO6skk+b6dxLMXinB3JpJymYAjPJswOe1x/Vj9Ge6oC4Kdk9TEVk6ORuemjolFJKlvsik1mcKs6yML98K9qrGwsrn5EAUOK6ZET/QNGgu9MmPRkMhNWJ5ABYuRn3c9DY5Slcs7JP7Hgj1ru9D9mLolY0e4IEHlPr1rwyvvd/PQBPc2hxR7SjPXbYhKhaukpt2uQ87A/Dqx3uCnui9RqYF5Q/lUI9/m3Z8/fcHzFTHUgRXlMrgecb85gvy40YPgOJl7lJeeTGZT2uwyTElPGfVudGrNqvRTY7CFg1Igaj/fz3Af1OTnRHtOQJzFgPEBk4Al80Crrx8QhaJ2+qWAidcxDPiO40f3QdLPhhnTI5YA35i982awS2Xghknq37w4JozWS/+yfbP0vq4sDTYiCyXnz+iDVKTM0Z+FLF0Nolkjs8ZITY18fFMVzG1mdNXWrNjRpv5cVuXzpUaC/vkvrtUPTm+nr1Ada3x/7P39uFRnPeh9j2WEELyggDJC9gyEt4hshCJUcBJZ3OgduT4nVXbIE6ryG2uKEF4Nk3a7JzW5LRGNodYis8JibvbDycaI6ekTq2obYSbl93XQdQHLmuaBCK5QaxlzRoJi681AgELQpElz/vHzK5WSHLsEIgxc197XaBnZ56PmZHm9/w+uz9udFTuXCY22LqBlGHKPsWqRrmniAeeNkobpukk/bSIX/A9S8lj5quPW817N8yt0B9q/+vuitbq9urWitTpmauNtw54gFioXHysa0UOh6dWe5A2rvzps6+OM3ZFe4nEyEn6H/h61XOP/vtwyeNJFcvBDzGQVYJ+KYuBWX8Q/Mi/T3cNG8+qW9KdGlxV7Rd++LNlwqNxu+Ba5Xx2D7l3mqecKpc3Dh8AocGpcpnC0TR8IEhXkkd2aZSF39170TPzTvuquEb9vvMy32HQ3+x0rn510mQViSewM9gqRuvNzb1e8cV5nH/QXqNf+ItaQS0Lm6YcC3nFn5R1+wR/2GyS8QTqFdXHI/MaNik1ktYygKfJnlUs5BWjdcHuup3u8q6CBrMJv+Dzlhr1UQ23FRdps3TdSgrWf3I56GqFXr7Wzf6s+QwMMXZQFISasPm8HNhe9WhFW1z6evDco2p00iL0vosZ3PpZ48svi439lKA8ZW7u9YrqWV1Sm8vUuj2vZDDO0A4r4VQmcw8CPcAoLPxooOOFypBX/F+6lR7K5eah75pNcmSdSrrQkOjvJ9Z9EkYWK9JJTWf3TIXW4VqaJxyuhpmEg02//P7Uxh2z/+QaT+fX5GYTDmbihhH0HN6JXzOe810QC3mnCTKaCDG4Jsw0KL/pZf5WVjfdHES1LGyvpi9S7t5pr1GjR7eLn4nBk7RoeqoUmtBQapibL7bqyvpNbhd9B9K6HOGFOrUs3LrOKq8lbw7a0RuFY8m4SEEQrOBIzSd8ZQ8sk0s698dhYAi30qxQtIgWO9sCzC9+JU1imAuslsH90ptw7jm78mePVSJNhx50te4FFy/1jUOyshpjXMD9+aAEeRmQmXRKWJTsNW6Xxl6VysolyYXAZfDMmgVklVqlsfOAYafKpcN1x3m6LBzzhIPDNSaW5hJKykVyOokn9tiEJSJF0kVhsl+pWhY2N/d6Lf3E3aJ6S9A4HPBgFZRqvKwYp5oIpXlrRuvD+B75z9zoW19NmSesdoMviC98uvnTWnNpe3VrhUrQqI+Kvhcol1Z0th3Oy+XcJaZjKRlHl/15vRlsKNkRPL/pO3rJAnpeZ9ldHLlc5elqi80nc6jkMfPVx2P1i8TGOLnwkeDO3L+q3VMWNg+I6ZclaWwi5BW36aTUCW7FOLX5HxeJjUkxoTyLztGF3zAHN7+HOyAIwvgz909t3/H2Z95DLw6/PS5N51+Zew0cOWfC7/c770oLR9Pg4HB9kdcrJOuZ2STzOR89PGjnSDRNK1VDedUqreFKzYcn0BFWNN/dtSrBzTKwgJJo6+6YJQY0LilNK6AFRLarurJeBqKzXPT8ZHKW6hPbX4i7PpLRrKGrFXb5SitjV2fbnTuCq86ZuOanHa/s2FJk/e8o4xwJNgxmE9mk6vTQo0OcIzp0tcWAIUx7AtY7/xLoau2eEThqK0aSahPLhRM7VXjaaMMXwFM8H0vBAavybwFGzkx/aZ29oMO1w3m6LByfBgeH64y8OSiJqYAOYiGvT5OChkzkobYE8pr0Y7PXfVlRn90dC1Re0UdTWBZ8L1d9zc4qUSzr6vZn6VYJtle3VqjpOSSkoGFFkihoL1ASSfpF4FlehrpJc7Mi9ye6YmkuVIJGR8AT8y8StdvnPaueeuB29hwvgbVhyztC29RIdlrYQ2Zi5EpXyAnGWXA7yHPmwoX09sRxSw6aknFkb8OzpIIn5kPWXEC4heT5XYMzD/aOOEqF3yIPV16ctv2Z3be+yx6up1LB4Z1xhAYHh+uNJ9BhLvcLqawG9qszsr2lqJjJ6Rz16JJ6Rfdtj1SWTu4j1nueK1I5sF0F9IqJoAQ30kL0eS+KXoyOgLx5S5HWOKQYYSZqV0o7jOqnRLVLCct45Mnzir98n/FSQa04dEvPwYEen6CBsm21tvXgiLveOPXEvxQKjx67MniicJv5xuPEQl7xJ5k5LfuHXz0EX9t9gSuY45k+48jovDGywIrrHIKiAoj1nQEsuWNVfmbXlHiNFDeWI6TyhZKpjdp3e6Y23ui8e+Hg/YxjnrBwzBMODteY9FqmKVJlUCdSXstNhjop2Y1lyKDJNJtku5OkISO2u1VXwmYaRlDqkYLGRHJo0wjeRdk3w0okYmd19nxelZiviUlbgLIjKOmbRDUKaD6rfobcZJpG0E67eaxRFFWdgwN2Quuwom09CBBvEAXh0WNXrCmD/MKBF5PGlJb9w8BQSBC2xgDcqpnMMo3nwyFv0g8zzSXTGxL/ULIlBiAP+jsNPAnAZWsaFrgyIHvaaqmOAtnhWuI8XRaOpsHB4X3LzIYMv6or4UmCiCdQr6gN6YYMT6DDBAgrgq82VGlnkVgbNl+1Toz4BV9Z2OywMjho0stJu8W+1k7cimFV/IqFvKL6umbNosk0bisQGwZTo64OmwdSvpk/I3+dorfac1C21WhbWyiRpJ6yerNJDHkFQYCcxTnD8/5oY+DxjdOFrcb8T5KJrUs4B9J/l4n1ZiVzRMJPh8atcqLTce00DQ9/4rWpjc+8/KGr6fMDqVT4AONoGiwcTYODw/sXT6DDDJfZUaaCqJaFzY6Ah8guTbJcINNJr701qb0prOiq6L/S9/ILWrndidxkmuGyaNIxcRMTrpSR7aqubLvPSkgtCILYkJH+zj7oEwTBH8ET6PjLhWP0PKdZtUFVHW1rC8hyj64r6/ELYmt1e3AV+cNDw5wyZoyqvX3+hPXBLufuOQ9gOWOuumcOcMlxhHS47jhPl4UTcungcHOSDNycGvs5KUY0FvKK6uUqK0+UTOyhuWLLbMU43WQ5S86QMQEgK4dRd9WqPqusuRxuz/7DirZhgDzFGGryYCk7NJjwiLyyTzlshsWHcsWW4RWKdFiz3TUWf8M88R5DLp2MkO+STz3+xNTGH3/tses/k/cVTshlCsc84eBwc+IJdOxoFdLqkKZCGY7uO0RbeoFSaOucqB2Wke/RREEDlxsl3N63oWJP0Q7z1Vkfzqw9soxLhhI2q5+ZW9GWGIa++J+Z5saYf5Go+f7EhbtUip/9GYPdR8ETC3l9hE3TSkLhDRkdAY9n/afR0gbu3BVjMxlAn6YDklKga6dHmZ73uu1TNn1kaqO247/eUydX8PC9v5ja+MzPPnw1fV5P3r188FvPnXCdmenputmECcc84eBwkxLxb0o6U4YVQPMJd39t2iNLJJCChmmaO0phfPCQ1ZyIo/ke7xtxcc8SiA+Oc8mw+qloS6Sf76mWciCeIB7VGRxjbN7RSY6Qoqqjq6LgDe3t7SaVEzILEgPgqSjErjyBfvD8NbkWDg4O7w5H0+DgcHMS2WU5VYLl1NC0d8Pciqf9scebAEq2WYkjLSPGxuCCTVEDPHUvKFsm2yQOxpivPCFDN5Bllb8GILZmlnhwTK/zRzZu1g8MkwHjgOXnuDjQYTC5TJcUNDoC+J8k5WY5CrPnAeuW5hAdg1FYcWn88MxLegdHSOVPlkxtv0qlwrTcQEqFq+QDrFSYlptNozATjqbBweGmJPI9jcl+k5/8xhNSHGPyYVb2yU3Bk/bPBvHSovS9xijEB5Injf7HhH+YeHCMDEDzCWLDsUxm2ceMAOe7phb21FXRGzqKLVrY3P5xoLVnGJeVEfLwa+PMjOOq5nDtcJ4uC0fT4OBwUyI/EZRaVC3pqKCEjdIGlaAhw94rjmzaViJsHULEEjWiLAyYLxd7xdaz0n1/ONLY0NnXG0N252dw+SFz6J9IxmlmEB8vbjSPrPILf6gxXBg0/oNq8ZEuxt4QAgNm2Ya5Fa8+Yr76uFVzY/EOs6Mu4lMnjX1831Eqj12AhK1/WOtif2KWm2l5B02D9v0TV3GxHKbh4YqTUxufaV88tfGDgaNpsHA0DQ4ONyeeQEcy1xKg+URVp2x5smZFz9a0vdSLX9yhxDXRH4EYZBAPWW4IPWXeJ35QX0zPi0Ys1HBonHPPWSdsX94RroyPA3O+Lwg+jWFgQBVF1crn+OaPQl6hoi1hDyM29IG+yU7uZCPJBZA41I/njkzA02yapmmUvQVccqpcOlx3nKfLwtE0ODjcvMhNppkKRYyFvGJDaLPIV9PcGGsUqUUrW17XZFzsFidHVFC42lJUuJX6XWLdHcUZRp9tPNB8gsaiXE5dujyKkqrH2SSG7hbVHlh4L/zndBM6+tPXk//VI6fBff862L8Q4rE6QaiD8ixmTu70XlGUj05t1LSf/4a6/4BzoysVnLv/6+EIDQ4ONyVTK3R7Kqsl9cWviJHlitRJfbIgtyrLus9b2l4NskwkzQli4CDgqSqP7W/WpOA3En/5Ut5nLfPE3g1zK9pmZcGlvhgD6cPOIRtGcldajpBpFcMtJmWEBOZMV3tipojL95wR0nlD3CjU7fv7qY2Xj16e2vjPn3u3GTze6913zBMWjnnCweHmIS0Ro0/Drfm8odhEs6jqRCLQoum8sMsqITECEbYpurp53wiFfx5WQNmmQI0i4c4AYm2d9Ojo6lfTzBMVbQkYGEL6elBKK8EV293axR051mbFU1ktJUuEx0Jeq/SFMRCfVI/q8mmuqD2xMBNcM/g0OApkh2uH83RZOBkhHRxuFiYrF2Ihr6iehVQBBClodFTu9orqnYrUsl9nQdDoCBjWOet3CT4NOWz+ba9XVHVqmoNv1AVfIfvhLSOhRqHe+Ic3J+pg2UW2j2RyKm9l7uChSwCsrSna39IPkEHNj8znZeBrdwtbe4BUqYvYQ3PFlvQcD2vDZvOPcsVvD8+VpQsRO96iaKfZ97n3sHBBEEzz4NR2R9Pg8C5xMkKmcIQGB4ebhIhfaEjWvgIsseEnZVKLlop9VMJmE8nUziCHzb/dNSVXdE4y0xIA0pZ6Gt+sN5uyrGCIp45bp8trieyfbhrlpWQr7dWtFVeEXAJS0HjwO+LWpBiTAy7FONX094uEUNwaVVIKdW2geKd5ZDqh4R22fY7Q4HA1+P3+mb662d6hjk+Dg8NNglgq6er2SCDlReAJ1Cuqj7C50/JT3NzrFQV/2DTNpthjy8SGsYhPEIEJ5YEOKYlB+tIDh54e2Fj9UkNr0JAhtm4lBWuQHzfNpljIKz5zIpP+NE2D9BdVh55qS9AZdRMd7egw8IovzrOdJGSZ8w8aHQFCrcyHIeyBsoDYW8PAghppuEXXtQHIXHz79Ct8p5DLq5MPTk6XMnnxTZbd6CbnZhMOZsIRGhwcbhKmFpvYpthJIXvtA+okte4L/s2nmvb9Rx8l28wfzSsT1cNZaLsim0tBCZvrdwlbXs7qio6iP70HCH2valWnKgp2eoVk76uqyg+f6IHBQ5eQtymRrRr6U232uHFeeJEm8fQJkvYGIhGKygHP8jKG0jQQF7uP4rljISQGW3RAqlmkt5w+N8MKr52B+d3LBzdbRYabh5merptNmHAcIR0cbhYmik0YihvQtlqFrCeqQNTpENdEQdikQ89WQVQPA6Og/d1+oPsRwafRFZ0IX8hc/YMfdppGMFWcwjRN0zSCc9qy/2T2L8mkOIfIVg0yKQkEUzkYbiHkFRv7J82uv1H0hr73zPNTdzK3A8yrkQC95dQ1uTQODg7vDkfT4OBwk5BebKL0LpTvtp/+TMX/LWQoan2fL60avHPNihbtsDtg/PUBK7FC/SKxMb5GkSJ7ohIkoERe1hPJ2ma+uuZ+wfcSB63ylB3mcr+Q0jcgBY2O+Rsyvz8GRSh/axZ9WXi054cYpumJ/d4ccffJvctPGH+aL377zMT0XDVGR8DwqZOiJ8zEccCVAUOWpqFyrr77wqRqWOlHv8eQy2vBb12pIH7xm1Mbje88cv1n8gHjZtMozISjaXBwuJFJC6JM4o9M/5VPQ1dFXwSr+LXmq2hLpCQGcrIH9S5atJVKIfFQUvcghqVlcEDTadF09AHoiRwprv/R4yDLC2EMtx41wMoTlaIj4CE+OE4GizPRfMKjfZD3UWoFQRB3j0Desl7vJIkBSLSI3lDWR4snNY4njlv1MzM99RKg774AGe6l018MJyjO4drhPF0WjqbBweFGR0nP0RTxCz5vKkgi/atYyCuqesRn/5krDAQLQ63VRkfAEwt5xW06o9LOb1IbPEkJ5Xev6ixoNJvkWMgrvnqEnEV05q0q6unKl8l6sNYD4F6SwVur7roww6zc+RmcHGezaW7kyWXCo30/Z6dpevZ+YlZFB8WBDuO1GTQN6WS4bgfyMzgZbdAB1rg4ME1KH4vfiKbhRk8UePMoFeoioamNzXLgGg3naBosHE2Dg8MHCnlzULI3/1cwudgEAyFVR3/ROvIsQ2SO3VlQWb2qf5geOtu6LC8HUdXpgc5T0NPVDwcj4LKCNuOD41w4aHtDCIIgWJmibBWH/xdAJmWLAW6/NYPcbFX0R2DEhJG+0Ayahnmu5M+SIsL40HHg4jgUWrUnlr8FY/Gj06/d2Qs6XDucp8vC0TQ4ONxE2MUm9m6YW2EVmLAVD8VF0E+LT2y58oyF2RR8cctIsPHusFH+BbExjm5VgQAgQ2z/VkEy44I+EUUxH73zYgbw4z8UBDtG0wDDjq5Y8NFAx7cGl4kNfRMDuZXJmgZdMyBnzb0QvgA5xQmvINhxFaPHp1/db0TTcN2UCg9/cmBq4zN7C6c2OkzLtVMqTIujabBwhAYHhw8Uke2qroSTJgntihpTafaKkm3mj+Z5xRczieynrx+AVVXlXfFhyp5qP/2ZCv0h41TTvywTHn3jteUPunj1n9VInMJtxl++aCV1KBbVfqHwk4G9ZiAykTeSZEqHly5AuiNkH1Kz2bH4fsH3EpfOAqYJhVilKVyU//VmDzDPBWl+jsNdPyN2agSGDXaapocn5wqPJmYqPnFjbfven/LBpvltUxt3DFVd/5m833BCLi0c84SDw41Oyj4gCILQUGqkSk1NTrlYXrUKuntjABffsiIq9VTaxpyqdtNsXZfNyJDtIxnXREH4xceKGGZsRT49LbuBga22j6So9ufCLZYtwqeB5kv+I6p60SI4I5DDkiyAexdnkiPv3Ajy54szIHMBIAhQFrZiNB9ydz65PQbG3AQlaXPOXHIvnhW3QeZJVRQEQejIBGZfh4vq4OAwHY6mwcHhRiepPYiFvKJatjyVJloqoeyplCNkxC/4spUadXJgZMBDs1fYpC8bbns8FNvJWTrjyGEzLEf8gu+C0tuiwd3kLya/j0GsTE2EzSY5cr/geylnriew16wMeUW1LGw2iaFU5crI7wm+3cnoyZ+dHMM1MTGL/MUp6wiAVAqIF1z0pGkaxt7sh4/NyWDMLrr985n8LuG9myceLvz/pjY+M/D/vMMQH3jen0qFaTNyTsvjb2ya2vhMZN7VDGSl9rrZNAoz4QgNDg4fFDyBjnDUjp2Y+q14WzG6lu6zoLfujgUCnroO46JX/OHZI6poJY1Oe5VrnQCRupSnQWSrBvgEwqa8mJfOXEipNPSkJcQnaEhB42tVubtfvKRH0X1WZyHBW2zU7+kbh+VrrN4mxX0AxM6PT/wwH+Z9Zh3sZzxVGvvDuV2nLsyZ4QLcWOYJhxsLxzxh4QgNDg4fIOSmsCL4akOVO2f4PmyG5Vjoo6LaKYfDhT7Ri9ERSBWh2NxRfGWixoXZFPy18cUXxdZz8DZ6sUzkvFKjWZJAJp5Ah5kSUSJ+4S+6rUrZ23/6qXGGPZIrpqc0B7oq+gAowCqNrf6FoPlgQilipNfCGgJ3AcR+eARc/y24creqd/34QsavVXtC+ULJ1Hbtu9Mc/PDvRKc2PvOfpdMP6XBdePdpvN/+2renaV3zp1c/0M0mHMyE49Pg4PCBQm4KK7oqqq2H0HvS3R3Ehj6I+AR/xBP4QY2LiM+nWREPgv9ruzQpuFnmaPQM5KX6UsLmziVvccoA0KPoPRCJYCksSosA88Le9BRSPo0eHaCoWPv+yVsgdqIAqYS1pYCnahUojQ9kQ9+JK2Z9qKe8VATkP5Qmtfd8Z5/1n0Q3O03TNJsLxzHfofaEExTncI1wni4LpzS2g8MHkYmgyhQuyFGMU00e7GCHJjHkFb+j0wPkwGfDZvUzcyvaErbVIJKskZ37WfPiPz1ZLDzan96dGyaXzP4VyDuC5zfZvpmrm4NZddOVxm6vbq14Up/oOEs2fhn+l0XCo/E7aqRjLfYZv0Zp7Kampvcy2XfFw0V7pjY+0//Ab3wgh6vk6ouUOqWxUzjmCQeHDyol28xXH0/9FKsvFhsHDPAki1BE/KquhM0mee+GuRX/tzAVnim93BCKyQG5yTSbti8Rvnq6Jwb3itn0j0jB5jK1TgO4b2Vmy6H0OhHUbFNatnYHjY7KfywWG3PLXYc7by3iZL8cbj7qq4t8ZV+7aY7eL/he4pgZOGmcnmwKKdpidATwPzlJFHn7/FG4965M4qdadGBVeVZX5+hMKSGvc+2JayEf1L3ynWnbm+/54m98rJuH30gR85tNOJgJR2hwcLiJmHBxFAUVKWh0yMDSFfm0TVjy9aiuT8RYAAfF5Fm6WpfUD7QcAjJXt38zK5ncqWWrBqiioLLwDoqHhg/nrVo1frI/4qsjk5zh+J8JQg8Ap74ToSh6hsLVDBwEkGXOFwCU3kVOfMKxIcsNHE+YZOUwmoCuzlHIWDCDT8NNqCt2uG44jpAWjtDg4HBzsP+lflv3MBHwoIqCqoSNgueszEsbY48tExv6pKCx5kkxlKhqv/SN7+aK3+cPzEsv7N0wt0LPI14mEzkfNDoCxv2C7yUGRwN9E46QMTvkUgx5xRdOwrm+dYb5Q49VewI2m+bGvZ+YVdFxq1dm6Y+ybIkBiERwzYOA8aKe7grJL2N28sdR29SyxsWByzkzFKx6P1S5vEpm0ig8vP7tqY3P7HKc0q4fN5twMBPOM+fg8EGlZ2u6v1bdySLWrgHwBHYGJ4IBNJ/Y2A8H/zUG5C9GKtRVMRSH4bYKQfz+MIxdnOizJBIpKtajBsifvwPo/7sIpCpqiqqOtiuSOjpzwKqCYWkG9DpBECo6gLec2hMONxrO02XhaBocHD6ILF23koL69CwIsZBXnDBB5KXnSNj7qTkVeyLissfaA4ALpTl4oG5LV/7a8Oma/5lZe+g/vKHYznUriZ+jbFuNtrWl+yTALJiUngmkoLGTWlF4TJF4qW+c9DzWeeuDpbtUHcbg1vkzTPvo+Yn4zBlrT2S4Zjj7xtI0vCfvPEep8FvH0TRYOEKDg8ONzDTpoqWgndyp+xFB8E36quQAyBG/4PtxDtkHwBYaln5sMXvG5vc1VFiODLqVzGmwz+f/yUrIKdBbPy3y9oRmMlWzKut+c5fHCsVIiSc7g61i6AT3FWe81DcuNRvVzaKqwzm7NPbqzIqfD58PdBini8XG8YnaE08YPw94Yg899itqTywQHh2aHBUywftTOJiJaeWDaQtzc0PV5v6g4vg0WDjS62+PWMgr+CO/7tfvgog/Vaz4arj6ibxf+A1dkPcdStg004pev66K3tDRtK+MoIQSNs2w0rPVG4rJm4Mr+ocZOps8IfaPz/XBwFB6n1LQMIKjaN8+NM7waTtJgx5FC7bgnjjsltlfb9CuqH4hqjqmQM7ibHIoW+wJdIQrAfd/D3iApYtmwaxb+XVrT8zOmFnT4OAVZhWvAAAgAElEQVTgcK1xNA2/PTyBjptLQnV4R2ITdRt+nXN93UHDDHgg8pDga3nxaHXyu4hfVHUUQN4clMSoQSAQqnq0oi0kCCHrkFVV5WR3UiwT6URaSNk3zSY5FvIeKb6dk8cZYW0p+88UEh+AlGihfP4O7R+Pdb9ZhlRtdAQ8V8xHTMthIP8PKXO3/m+h2N8E2PnzEVgs8l5rTyzYZr75OHv/26yKmS/DjWWemJYbSKNw9ckPbixuNo3CTDiahhuZX6EDONGN3rr/agaI+IXUnvUquBa6ihtR/3Ht5uwJdITLrK244DtYDOfNQIdRPZsXfIKvu0Zysf/A5DMy0n/oautkSGkujKB816jOsxQHoqrTd5wRgP1nXSC3ByXyYOEdAGj/eAwY6eu2skpOQgyetLvufkQQBKFCX0jJgCoKgthwCrjHrj0hJyUkJWxacsfcnEnTLPmzdfDTy+O4zK2CIAgVL49lIOQxPY6rmsO1w3m6LByh4WqIhbzeUMhvPzup10FsIrHuxCsi4p94yvwph/N39wqJ+AXBUqzHQl7BH0r2v315h1HacMVIqYH87ZNmOnVKM63JPi4U8vquFDmm6WfylPyRtB7ecaSJC5JuMohMuZozTP7ovkO2Ujx5+uSJTHQ60eWuX7nyX7GQiZmkun83y0/OIKVI2LthrnC3f9JULX2A5pvRgJL2uMRC3lT3+1t1uk8kNQ2maRryiT7c99ZZZ5XvMMNlLXb1h8h2VVfWJ9/TJdvMJEZQ4q6X6zTQfI/tOwFy2GosLgI3yo6aSwnIWQr8zmrOHCsJGqZp1OQA84rLbCPIJPqOmNWJEYY5MWqNFqcnf2FqMedPgKfM7Yr8p93wvE/wNgPGwOQsk2/sO0os+iYkzKpyq2mczHkzh1xOy/RHw0n/t6Z+Zjp4Kg/L56d+rsVA708WN/3l1M9ve1LXkPf6dH1QueGEhvR370xczw2orqqETdM0w4rmS/31T1pqg90+azIRv0+z/7KGFbSG92BZj/gFX3fQMFMKYK3VysIfVjSfUMtO64++3efEQEbpa3qqi0lT8q6Y8RJF/KJKKUrYNEpbp6T5nXZpU6cUvRMp2J6a0gwDJV9yZrhMrbUOjIW8PutqGsFuX/mGjwr+yEzXs6Itx7bll6liaiYTE9HV7VdceaO0W+NESHynx+NXXNvUTCYN+s5nTV7UhEjQs3/SVOUm2/PgCkV/SlrwVFZLdjSjEUWSuntjQKzvpAt9k6jqyf2+GKGYu4rsYSKb7FTQPVsFoaHUmN76cbT1Z+g52xSkYLvnlf6JLx54urE4jrapJccFw0eBvoOSUtOjit4VYosALPkw7skuDUlqD40DS/7KNE3z63cAg3aIZTa8fghiL3UlSHonjMOJvtik2hOSXADD+s/wLMoGhBU/ME3T/Pp8GOl2Qi4drjvO02Vxw/k0yE2maSeRj/gFnyYF08yp9vv117IK/7ooYWu4pL04maIX0r0W5KaUQCqvV+hOnn1hl9fbW12mqprVl/03PeUS7xNeILnEVCkAVNG/3GwSS1eQqX/nnwk87qmsltSoAcbE6J7AHxWpXa//AiK7tBIJn9AdNDoCldWSGq2ubrD86pWwubnXHksJm+t3adKW+nONDck4uVMc2ne8+oopETab5EkOGUq9dQ/EUgllIy/oekuFjhs+LUS/aTZl7TvEq7avfpq3f8k/E3gc5M3BBnF7iG5V1YFdkSaxt1bVgU7k6a9nrLebogT7D0T8Pp8GNDzbJK8FpOqy3V7B6t+9K9YkG7s0aUt9g+DvDXarOtDHwMQcpl5wrGrR9kJqrSA/ayF/GexGqZdTt8G9K9Yke+Ay7q7o7pDXmr67rNKDXcLxO3ZaxZJt1h0pI1N99Cux5YUVbQnoUWtDlR3Lv6elghiAEyGvcIVjg73qWEjTM6MNzzbJi7/345N6//A8gwC7/7kvgbTD7LA1C7HQR8VHO+FWD8QAeYcZrvvehzNrX1/AcNnyK+QRi4i/Qh+j+OxWDai4U3LR130g4vepOiW+LX0ADCbIn7MUWBveWVovgh4FCqFkcVNzsFtUsZ9SKz3UqqDROX9DZu2h8de3CcImAHIqgve0qzqMwLxzIe+kHNLD0N8oegvaq8FlxU/okdOQede9cNwFZzJitb8y5PK9cpU742ci867PQDcVN5urxA3HDSc0pIiFGjSU8KR9mdxkBL1ibahyym7tOuBZXkZrb6S0G6arojspNE4KTnyhq2pZ2DSt+kDeUqMjYPhFtSxsVDeI6uWqhV26uj0SaMLv05SwUdogRh9UtK0Noc07yWKhna4nOUjvNKPHdr1AT069YT7hwXqTaK0YpmnVLRK6g4ZpemIhr9jwWAFwZzhqJQ6M1U/UBhj4O1G7U5H07mpjJ7WiPzKzv97+Tdp8pL82dp5+QGyMUjbpS3uz3iFDzL9IFIStAFIpeiuGEawVVX0isH9hNp3f6zg/zfU0ovoKV+7hQ1t3PWWam0N3i2qdP2KUwrwXK9SysNkhhrzidzTR/7FgN9yXXHJ4u/CF54n4ah9MLTm0WQ54IqkLHn2wTBX9y83NwP5N6tqw2SHH6ovFxihlx6K6VKBbagOr8dOhzYcrIXVFCd0tqtr2SFOTzNF9h2Cbaf5xqFxUt9oLBdyFyE07VzbXDjxkdgSATVWulqRExYWftepK/bSX1lNZ5Vajr/40Fit9JXuOVDoc+V6Ez/3kiCuHO5fYd9q/SNTi5JXAxRjAHAqXEPHXHhon78HwZzXr+Ur73bCeynJpPnrfHeFwhc93gTdaILHV110juVqit8MQxBmHod6jwMD/FrVO3BC/ozx/oNN1m4hH7jCX+4VU4mlbFPseAMNew/zcVwRfhOH2CdXVmd7Aqfbdcyr2jEzMJVV7Ij2g0kwcB1wZMNSiA1LlXH33hZlCLt+rI+SmuT+c2rjjwoYZur+BuW61ta7+kl6lfDBtzOpvxL30JrRETMsNZ55IYUR1JuyzSTzLy9CtJHTXm1hvN2XL5eVl030X8oqt1ZY2Pi02ziJdV6EndRWbZQCl8YeHze8qWkMoJjeZyRf1mnslDu3b+ZjaRRxtwkpwIlSb1FJPqM67vKIWh76GVOt5Sz+BrRiwlASeympJfzOrjLOHOjMYBTBO9wOJ/S+eBiNibe50VRRVXVkvT1juk24PEb/lO9eTVzrKoX1HKVhCCbzgE4SKtgQ9P4qQvjQ8Tafs61GjR5E3UmsJVW6kUpSwabaXQzyWVWZfwHTjk1gqHR56C0pv6/UKotoDDHB03yEiEVIZCYtluhO32rcjqQv55WVY/WBUFARBVCnRo4Z156SXfaKqo219WaK7NwZn6cnhQm/IKyQlp8zTLr2xwc54aJzuL5GiwU8JotpFHJe7zAMwB3fS9a8tAT8Q/PuZgyxTktS6z7/dfmePvmj5QlS0Jej5G79lTnjjZV0e8E22su3dMFe4+2tEtjfGYUgTP/Xk4C8/PC8az+voDX2vJT/hYu6JkFfwrhBE7S5FkXD18LqVxekyP/QJvhfWFGcAYmkpuvr7oRhwNJ5gwe3A8o31Ep36ELiKZXlzUGppEfKtW92iJzjXsyr4smmazYUwfpRAR/P5/WTDp3cEpWOdFUp53zO296U28UDbxoraQ+Mw/4knPMjhnSszJjYo2XDLHPv/q23Dk+Lm8mlgX3ecya6QNpmWb4Q+PN2XSRwFssO1w3m6LG5cTYNYKtHaG0OepFOI7NKQguJ1nIdmbVYtJ7OwjIzi822PBJrklKzQETCiOmX1HrBs7BOahkT3IdiVVHjLMud7I6XdXD79GUHtJGkLCO8SakOVda2iVSzItwmgAWUFzx4uvEfzeUvbq+2dcbjM52NHsNvnfzbY0Q/s12WlNKJFAbQtoerfeeIwt7DgB9be141yImTr890oa9bXbNVaMjiS3Brn4Fr7YEH/P5/jbVo0e6NYovmEg1Wr7ELG/7BvFQW264BR8CWx8eLAERJHKsQ2Ny7I+Kxpfn7D3Ao97vM/G0xbGla1Ayxd9P5N6q32JUGP83pK3bBmvbLV9/sia239QXCPzx8x15dx7KcQ/ddW66gsIr6vVq2ipGvFrFxbV5EvrRqMLqlXdN9zOWTvCn3UZ497cC8S6KD3MA8wXtTR8+078qZOdJ5B+Qi8TYuqArhxxdG+U1ADL0F8QheC1GwEnhIfOZzRVrFIIA5koJeHzcPiY4ViQ0+Unjo1eaRpZn44s/bVrV7/q/qhcTiNFjxthGtEX0vWOe0rkc0PXua/TuRdiv5O2AzLsZBX9IaMjoBn6bqVFKxBnFdKRjRz7qq8OaeFX0T6sjnzrdZX3IP5cQ62a51E5R3m4bpYyKu9PJ/Lt9kTXPP14PlHXziZARjRPKnUrauif7lx20kXH1sCxq5NDWdZ9UB+157BnYKwE/BkDU54ouTSFTWAn5+HWcVLieywngFtkwroWid5nzXNf7I1Fopdbbu1ur261apiNdT6+4JqFanK+p2g9J+2eSJ7rp1R6uBEyKUbYEkmk2pPjA8dh8wT44wVKNJpTeelCzP/Lr5nTcMHUqkwLVepVHj32/ff+iW9djGrjqbB4sbVNHgC9YquTvJqi4W8Pk0K7ryutgmlLCoKgjDhTCE3GcFua68lqmWW/UTeHJTs/VdDadhSKKTQNduVsiYSgVvl5fPoalseNoISyo5gt88fkTcHL6tinS41G0EJZdtaoLjxiVKA3E8EJT16lLP0lAY3y3KTEezepOpozawrAnfADK9fCtkLAbrUiqdd2YzCX5imaTZLcbSnLMe9+uI43Sfk55uXMm7Ny5VLpvX3ew6zuMSybZZHPT1AZ9ucUj06WlktdcYvwwFbhVCQDYMJF66qdmMLJCDfluDmbzKbNtpLM03TNHeU6HXWJrV/ZTaXcqq+b5qmqbqHAeJIwW98KAPiJ+SmZqnH2r6Kalm474jZJCM37fwQQI8ORcXkj8LqL6+bA3mHDy0tQWkOSszRu9yIcpPxpcQwPZpqBoMKuRnAidKdpmm2P5ANfScg63wmFFkXfFsRZJ7PoiAbRli2zTRNY8scEpC3run59geSzvHSli8Vg7Rxo/XjuTyWBA0juJhx3B+SgTOXIReUsGnUL8LKoVh7YhaLV+vdH//GygxyCpDUz3vkTVUucnPpO+ApK8q9dO4chR+XsZ/v1t0T729P5bqF44yNdnVdFrKzpfK8nOEBfShefptUL78RVZqVzk2CpeuJ3crifMAT6DTDf11ZLfWdGWf4F7u6q+uVu5Sw2STu/o++h8LP2w4jPzI7P5NPKgjztlzAHTBNI1jOW/aFf3rYTfkDwNwrn3/vH2PP1p5moMPsCHwy0GHuXJkBHLrHMM3wGmD0GF8LSuDJhlsuhrxiQ9+knuKa6A1lkZX8WVJWY21rTgFklu5MOkLOiLMXdLh2OE+XxY0rNFjOhWHS/LbF1mpjqvP5tWZ9k6VlnxjYE+hIRuMkLf8TTR0BOdBhNslW2/9wAyWlE6qReUtI66VpHdDdG/MEGhVQ6jd6Ah3m+uP7gQv6dvUwY/QEX5xHd2L5FyVm7/uM/dqwvPA3rHIxv2uZ4IvAyBmAkqDRvuoWMjh7HGCp20XJZyzzxO/e4+LscVh8G0BhMBwsvIQJif0/rewI3wEM/mTCLUNq3HIiiuYT1dcpe8rcPK+bs62ibSlAAPDcJ+UAx7ammSfSWbfWjauq3TTN0GJgHl8VBEEIxjNxZVGyrSNQXiDAyHFiCSv7EIDmS2rtb88XIK8mKNHfxyCACfScg+gpWBzoCCftRJ4Na12UbDM7A4Gm9lUCFHw8KgqCULEHuHQc+s+NQa9tnuiFsXP9nsBTa+wlp8wTF0NeywafhxLuaPjoHOj8K0FUDzNGZt6KrqjhqVy/EIZ/IAiC+O0zcGsO+w/g+d1lSYXemRGrrqPbk8Pb5zkb3W2ZJ4ZG6PlJqDtetDIXBuwyU0mN/9F9h9h/gMj2b58BLuGiYGT1vM5TGVm4XUVD0TvffOnyqu/XaaOKYUl18wfAZT+MsVCtGu2/ANlZB9B86lltVwQjqpdoDaGYZVHzgHALcBtS0DCNalvjw78EOxlnVdAwTTOwMM7rfR7kzYobpGZLesyBha9Yv4B+/fSVuSBuXzQLWHgXID9Z5cJT1lqhEjQ2LoasRYEOo77Yiu20zRNuxegIjJaMUmidr2sHwbXqXmKXeZcZIZ2guGuEpv186ufdn64oH532c+0mfC1wni6LG1loAEtwmOC34f949ZQU27qKN5QazvdGes9TXvXaVF3FKltXYb1Mzuwm3F7lorBskn7CTMb2+SPA2/Ts7yutkVCagyVYUe/vxNlQue8wGWQPqD41CuNZuNZu8MR6L5HBhYgtMbhB//6Q6KIkYOkn8CyfR49eEzaNoMTtcy+QaKsQKkbmAbcGTLO9yoU77vM/O2lp2i+Tw+beAietybc/kElidNKkPNMuDYBzv2Bne5WL7Aw4+BQ7wwqlH8o6h+YTBN+pqvI407m3nO5Zb5qm2bxiBEawZZxJCExasrLGBed+yk4jKAFW/3VRGLmtMShRnMPs/sNuRDx3ZEJiYdg0jeAqiA/Ts1UQKvQxKG02zfaqXHKQqiulFfmMjNLzL9GdpmkaNa5xciOqeufKofHke9QISkjVlRMPtNzULmWSNZ/EXSOr1/+t4k7MIn4mp69mbvflIuFSjXK3Jloi40UREnYMa62qcy4XGI5dJluSbpEO9IZ2adIt6X3Hfh6HzCF0VRTEF2cDC28LeR/tB+hSRUEQQhfzGH5jL5GvaHHQ6yzRdBjOJP4gKAFaQ1sivapm8TKhYs8IOSwpAODSW8QiZWGzo3L39/syLP1TMiOkIAiiFueuUkD+mGQVo7BJHOq3ruqYFexqLB0en/n5dfaC70+mlTnem9jx0MKpn2s34Wlxni6LG11ouPF5mzci9pZS11rQVZ+q09nlMybrKmK7W7skO7GB2VgMeErFpetWUraAdP1Eiu7emLX5Lom26Gh16hiQAUvX3c64/ee9Iu0PfUVbgp6Q2sUw41YWwOyFFI6Sv2IpnuXFgMdOBtQuuSj5zIZbgQW/e4+Ls//XL/jsrEO7/1bneMoj/hZgMGT1HR9Aq1N1Otu6rC8VeZF92NJ1SwBafIIgVJyZiGLLyYSl6cEhWBkFNJ8gCDuE2ZBbbomJc2ZD4WcCnqzTruhrlsihhBsLOqVSMRbyVsQXMmQt82+GMyHjoE8QBKHuMHB6q/X6Z16z5ZW5HDLzluJZnps00yjhplIgZwW1YusJbPW4VF/jhsQWVadvmLcAjoa83/0lYIk1woRD3x0LYeliWFpaADn6o6Ktmc/7o82eiF8QE4WZmAXUzH3NzIbI//Z7rbe/lXnBvkvlG/5Uh9HF9UFmn64XtYV5l0pLhqKlv9D+a+y1TuVzTR1JH1vTSEkEy+sNQ3FfAnh7wcjn6txH9S5V1dCjuioKdjopQXz6DJj2bYuccUF0SyrSQQmbpqHMOgezlyKHwzXJRnNbAZA1vbmg3zI9DHPy70VBECp+PILLNjEdZi73z5QRcm/zzyb1k3f/OiyxbmSXVxAE8ekLMH75+LSDOjg4XHNuaKEhzaV+EtctuZPHNjRcDbcwXGoJA2FlovRQ/2lrixwLea0UgUZUxw6zj/i39IF7SVQUVZ3Im++gn8jA8kAAK9YyEe/f32qQYWUDnNAPhxWQSqyiRmsAFgXDWxad4Tz0NTwWQZaKxxm0p/Rv+xMMpSoQjNPzXHf9Fonyqtd8onoEGM3GVdUerowch1T2Hkp2mKYZcEPeZ03TNI3bOnsYjh0H9n8vBourVgHQGScPFtwxcYVi6Uur0G+1tOie2KUrL2XEX9F2OxTnUBIIdvv+QkteMf0M91nL3N05AneHLeVHVoblvR+WgctJBwsYmzcaC9UfyICcPzCNYLdv8b8kQLgV0IWioeIcSj6r6A0vxSmebQ89VyqP089I7BwUe9B8otrJcI7l//j1WWesLbXY2M/wMC5lpzX6ucjumLw5KO2+DMOnpbndlOYC+7WJ0FzDmmrJNrPzG5+5YwyiDerri2ZnS5JQmBs9lUc0mv+RzLzgZjHkFQTf8wDIKbee3gZR1CATxmafW71848N/QgmUSMlCViWAEjbbSzMYh5KgYbavupCAvIBpNkuQDc9/QRBEbbaLfA/wbEMLRVuMJhn2vjJMBuM7LWVMjWQt1giWk249GFxt2LLMRJzkEM+32hkh+7aZpmka9XvsjJCj88Ym3dPx00eJHXsLOKbpgFQzH7h85a23uc4K5Ic/9ebUzzUa6yZHe/7M1M91noNjnrC4gYWGiN/y157KdU3udPWULH2vrpSNKzP45Z1NVvXCR277aVI/kdzEg+bzhmLHY8NkpkoSuoDCamGPnoNg6RfEhsUllgFZbgrX6D2WVv8A4Dql+hr7YaQQKfiEDNWBcmY/Z03p2x8q5dMrf7g/Qc/WirZhQG9otEZfsTKXZeWuERJtFb7dAAtTioPiJRCJx7M595wgCILYEM8jx3M7RPZ0ZsNJe/JSqsbh0nsXQ8HJUO3kpZ2ztOhdS7InLmHGbChjl7aqKgf6hukJqToLgoadL8Gdw0s+QRB8Wj4uOG5HgY7OhgJAfFBCSkZP5EtID2btbu1cWwzD/y6Iqs6p0YXwkbv2HcJ9z2c9fcP0PKfBRTclSWeU8XOdUumsfQZZ0BdDCRtBiYJfWv6Pjx7Pxq0Ypml8aSGUKp/WatsSjI7DwItG5DFVp2+MPHSt7I9uPUcONUoyPlNXxQlNw1d/cCyTYg+UX/rJSV0fnH03595yweArQ/dVelheb5jmhfYqF1mRlH/w8nrDNL973xjkkFcqxnr30wM9erK6RA+gNYSOfmJ8YQb0qKJQ0TUOnAsJQp0OlyARB0gkWFzkIfJTHfobRUs3dYlxFgYs80SLbi1WVDtJgFsxdq7MIIO39oiT4jHtGzYGse54YvWlrdbDcK7Uyi0h/20wvcgliVf78eQAmXfXS4DeMnRlX2k4CmSHa4fzdFncuEKDFVy5+caSD6awdN1K1v75e3Wl/Jgnh3OdoZgn0GGu/1lDX6o0spI0/EsAt3tmM8b8baZpmmE5AZjRvlcYJi+50aTHSnUR8fta0uodk1Vp+cKPDtgJDi1LR5K3YfGGtS4oLE9fjBIOeeBIJyAFjWYJ4MxtzbZK42Wft14/mAxJMA0l7xyJ/T+MxXoPMkJGUieh92Sdg2idIIgNfch/vjHQMTmzRTauqnbTeOCXI/DL56x36uCtJcw7vj896kRiIv9hPLfqdut/gyRgZdgOnQDlz2Ug+jq6pZBRtq3VKVu+tPc19qelwM6ZA4e+1ZYg3vYfG4MSiirBgkIihV+vclGyLfxHUcqW3w6MZgBoPvFbOqfHQd4RlHCPENdEQRCfJouoFlmd6vhQh7ipKpcsOAclOTmvZWcN59ixrcVF9m3aUoRbCa5pMxijL1bZ/OCb2WNu4gdzAtKlBDk5t/3Jfbu94i489gP1O7JlnAKPLO72CruWFmVA9n2DtaJ6jyJJkiQpNVbt61JAqa9M7OfMOJQG24PlZAHzA6atirLCbiiS4GLMTnZdI7mhZMuXFgEnQ5YhIxMo3GY/htuUuFb703kZjGeIn1egZq0L8AQN0wiWA8zOB06f4GDSf2EoyonTQGz7kz2kkbmgCOQPZTLW1aADeN4pSvw67wWf+fFtUz/XaKzrhlJ969TPuz/9w1/5xtTPtZvt9cTRNFjcuEIDwAxpcW8K3pV+IgN3oeW04HtjZQ45x+iH3JVuUhkqLe2FT4M4gBQ0al0TXpaLC+Oa6G2G/a1dtvRhGvUne2xftbyBThe4kYLNChT/2FfRdgnsDI5L3TmANGK//sn4bEdD4hxwxNpcaueAM0+LonqMDMbvWJhUX49C0ZdttXznruSrOyXTjLBy3VI8gbty4Jb7rcPyL/ZwfhhcVZssGUsgmWOooi0BR9o6AVZ8KBMgF1gq5sIYQMQvap9utsQstK0vKEaTfNSwbB/lzaZpbivhwjFY9fUqF65F+r/uuwy3uV3k/r4R7H60LUHPVvsmXHwLiiuLABiAjMVIDxYBAzlkW61nRpkfeOOAEZSQlpLJrVmepStuYzSTHJRHinaeGR0l6d813D9xt+OaStioX5QJu+seeeNi7VdWZrA/pM+F4Tu/8PnuVl35WK9XsFwhIpGJupO1p++XtKMCDLuz3kSS3uBOXT/xhtZi5emKUrha84lqD2QuJQ9On2UUGApZCoAh5dBPguW4iSY9LERVp0WPQ6zx6VVrIWkkMoHCO+zHcKsG+tMvj5IxfkdUkxT2J4CYKgqilSsjceSKNNJYaaRDR0lLHpMLmbnJHywPkVWLbgEuTa5qlcLZCzpcO5yny+LGTu6k7oo0yTe4ruHXYem6lRT8edOr4Saw/B6urC2l+bylxteAeG7QMANWxujDpcH1qzXtuUMrw7+QPcgGydxTfsHXXYoeRVdFHSj+epPMBpi3IVgcii4hskuXgsbjAHieOGI+QezL+QnOAZBAV+t0oJ8VK3MOG8M5UXRVrADcgY7DQWDvhrkVr4rE5s2FQY8SvE1rvX/L2YbG41XtF77RfZeoHvE8PGg8DrH6YrHxsuVy/8lvPCGJ0f3p6bctdFX0nq7pHQbPOqslXzVP/3Fohfhc247ID5/vMImFvHbNjr0bcivaFgaNNwIe9m6YWxFPJEP6wL2tSY74fVLQ2BjwbAykDeHJZc8IdNYJQh3Aoq+b++7dMBf3KqmzoN5sytrwPOAJdLTvm1uhP2TlZtZPvUXex//fPgOIrBF8B9+ye8sfZvDusNknfjlffPrMi6HYnwHzShk7esu82NF9b8IYw3LpxZ3hsbepaTI+3iCqOnFISyNFdy/1fzDmDt9x8dj5ZdKjn/vIlk19y+Ykjtz20B/vbt1aouvRsOtyr6cAACAASURBVGnKsZBXDL1CXzJBUpm3tlRqa/4vSkqOd6+uy/2ruhbg2MRKBw7i+tSfFv7429Gj6GpFMn/XNvPVNQ8JvhZNFHGjNCsv1O152Pgx94kNx+aTP8TgWHFlfP9uqbmZujodxrHME3YNDFxUrszerY8YSDFtbm0xO4c+ax5Y7RXVARhwFQc6jMFlk1I1uBWjI2D4VFJeDZfAdSvws5Nj5IwxDHTNy4XRnHS1mMNvFK314rs8cvqMT3z1KifwB/+ncWrjv//PLVfZrcNvihtXaPAE6hXV5/Ovv9FcGCbhmVT36dfvIzDdF3v3JeM5sTIdFCyXl3+C8g+9lkzDp4TNgAe4rdgqQARSMHBSDQ0n3bkWzFRQw7NhrevpVzcGF4RSb/TSoBHad0/F63w6bDbJlqCwYPJJy+8l90hMU2OgvySXcNxuzDnSn8xBKRWiD6SpkBYHdgZbLdnGE/EL9d35nfogeuMb84G5d6R3Pu3SuPj2pDnMLpz047TVOmCBC3KwFCqrqsq7Cu6Z7gIDS1fk06aJAmGrjtq55wThOfu7zEH7NTy/FOnBpPtDYXFUFDXAU1VOwXLPUj7CyDz6IqoqFbovlX9ctG9oLOS1amlb/+kIeIjUxF9ogZyFWdR9qfSLm6Jn8Hzpj3e3vhj8kUGtmNz0rA6bB6xfiohfEDWJ+Djzz3SXnUcbATkcLvTtWm9u7v2oqHbKO4LnN2lQLuV36oMAuXBpwR0gP29seUlsjBNHqxuQWZx/dPv/OgYMWXkx+nZ3Ak8SVvC9gCdOTA6bYdmurJZQvO7v784kUbgzrIg+DXhOEJ8rCRoNzSW1A2eA/MXIJUQiQKoqG/Nc6S6TJPr7iR0bhOGysHlIJvbl3HfI9zqTrviDuh18+J6DUxufeWX11MZrwTXKvfi+lQ9uQkvEtNy45omI36fBtEV5r2dp7Pc7PUdLrdCMNW2dynoZeb3S2bYmbPs92FdvYsMnlf0k1Ad3rbTdLW6fsaDG0nUehkKt1YZphhUkpYY8WLpuecp1fum6lalqWsn/i7hSMQ96pIdEW4Ug+A4WD3OnbDv/6QOWnmMCT2p0eb3Sqedb0RNlyV/g1DippZmm2V71vP1gVOwZgQFLW78Zkfm2FX3BXChbk9Z5Op77VrnItc0xvq5OBuyBVhdeubj8xUhBq+L07Z4cSgLBVG3nMSuaQMIdTbOkDRwtNYyghCxadwSg8OM1PW6kc/lSeWcqWagR1aXSyW9I+XPKkiIX9/zeJ2Ohf4iOQVbhn3l3t1Jd6fFUVqcGPpj6pfB1b6nP0/PP3MrYPv3lvVqxG1eXz6eh+WxLQaS+9z4pek7q1JNpMy5h6QwEQWy0zQBuy+RRoZ278kq5YnWWbStGKumCT3NVtZtNf7RuuZXeUW4yjS1FgCzTo4q1h8ZZtNBSIEWSv6qW7cMb2n9+cjEq95p1eGblgMsyvYlnF2bCHKbHUSA7XDucp8vixhUaJqd1upGjJ9477yHUc0bXh2TiyHTPSdC7P76jyoX+rVAMYODfVN0WNXR1u52LIRkFepm49S6UNyuvay1MeaFMM/Ennii3vRMkRYKiLYZpmpFAOZcitsJCKuWBK7b1qdFjvQfI7rGiJwZcWKmZALofEbyhWJpXR0XbQ2lLK7FX2lp6lh5m6Dx9aSxdtxKs1A5ieFU5hcyAp7Ja0lVR8EdgaelCenqXdySHlc7WWdd5SEkr11641I6VfXXLROsdc91x9E80Prw6VW8rsktLEzW0hlAMEDnRnyh5cCOeQGdYgeHCwe5Wqis94Al0GEHJipy176cSNjsaaqulQddFzkBxSWlfPJcE7pLgRPG0U083vk701Un7e6yzjS22GSBOSSlrpyvemijYZgVn5ljjmTtKgMLKT/7/7L19eBzlee//mUgWsuyVLVvO+k1Ygh1HrNcpVnjrLJWbRMC1o7bItFHkJo1SZGZzSnN2T4P7ggU+DjKcxkB324ayg5VElBZFbZBoq50rYMqxf2gOAVdKY7EWzIJs5LfFsmV7sWxkifn9MbsryZIcErCxrPlce11ePTs788xq5L3n+9z3/YX9O9/kA/L+UxSsYlPp4TvSTbiZvdrK692SLpVwKoZpmh2B8nnjuz0megziQ0lI5lthZXPf+JrMccy0VLWnfn7DxEe2/7GJj097ptOGe37v3MSH9dJMu7qmYvouT9h8NG6JmFbqQ4ZJljPGDsXDLSzypCR0qX7TyYyl0Bifpmpcgb0GXtEak0LRUIscM1yRllCLGMvsc+z+U09zU6sXEA93i8FtWkNEHDfoFWOHx2RpZA4qCyqUrSumdR+ANkei+HDdeYsRU5xaPOy1tHtFUdRud6odofJtMX2gMbkDuujFaALKo+bezJRSe6oMe5vTzyd+dA29ptefuvVI6+3xsFeMVY1N2L0lYkY3hr1icKvo95qRnJ17aK1TJTd3Vvl8PiPkFUdvXsbM6xHLeloKGR3W8XwRM4ogB5Womdq9EdOlaqMj4IqHG1BCoe6GcNwXWOkh+TbAsqrvuNW62GmSPcGMjzWkcmALwKpmzHcxGGcYVRYBirZEfZvlF/axa6yRlBPu3Cr9YNPPkptHZ5tJwYhtEIQNqX3HUbYo6mYV/f7RQx7aY32wm60POR72irXhjR0Bl+u6ZaOtRfLAUSriynHA4LCmA5KySFePJqdOhJz8BRubj81UV9dMixuE6XzCmn+SCnBAiV75YsNHIbMofgnedUnIuIa6rF8+v/ovWvMLDW7j0+o3PuVne8EPfeoXz3slc3Kp8Y1vebet7KhqE2S2h7o3xOoNd4PYcgLPo2ZVm/W3o0TNyOvXCY8cZd4xt+SKtcaZA+U+tKKoWfV94XfbC+uM/+euEr/zBuf3b15eyIF+l1ITV991EYuzOGTsXblNaHA3zgvWaaV/ctu7T/znYGE+/VYwcs3a4nd27rPeWrbd/K+1Ya/403mpFQqfj5N3GB0Bwl5xi06mGcN8xRjY+Df54hPJ5TXSgeZUJFnSZL7zjV/hcxcEIRKJ/PLtbC5X7ln6HxMHnzr0O5dsAn6/fzp/V36STN/lCTS/rEqhlEePkunXjxK9HL/vpiuTd920NPxLflACTSFSxYSZ9ZaPtLf0hMdr/p/O2U0yPUEMekYv2/NnZZXGTjKreHuLnk6LABDdKf/U/Tv3oN4XJlCP7H8dJPcsy/Xq6CH0GKqcibZVWRD+umfO2cXOBLHWOMBp0DRQ277b1r4sj371fxqV12aPgGiYUQVpU31qLetAfxZ5cfUXBehxTli9oWQVPVinUeDueeLFIUbIqk213CQVMazxzoeD3cDRQ6M5DZpm9WlwrfQwtn3T+937cS1fCPQ3//KOkPaqs83Fw766LKav0qD5BbnbkoDH3D2OvRe1+bX4JJSG+MQ6ScZkyF8cpj5oZfuoPecnMIdLfXaT/UZScxgjqk0+qzW3L4+/sOghY9vOsoqXk1RHH35Bvn9furwiHl4lBmMsdJKdUH7YuFuu68RBWZHS8Ly7QXxEXzzIkaQDRmDw/D2XuumJjR9yFK9J3r41ivwnL7LvtofXPXP/vw2WPmjufTB+b6H4xIerGfjNqLnx+7PF9qzfC/3Gv032GTY5H6j992Sq6nIOfCDtONeBd1aFnkplWJXDG0OLm8zDkykNF/gf/IpUGjYUtE4c3D6w7tLP5IrH7/dP9dK0/Q79NZneOQ2pe8b0DZbLyksLpp7b/Fpc1CrQi8kFDvrJTudSn91kv5GJc7BGNL8gq8rD6569f+/60ILu2NUvqAMlt650sRMW+CRV/qfVcygik6eCtD06b4OsUVPlK8dJ56JldMZS6QwkF0PefBJ9ZGcxvECSjs6bx5Hcsq5FDebGt64Wg30sajTfW+IXZKLRPlnWnBxqU6VgoydY15FIO3Zp2544BuyBPamsh7z8C/RpyHAacjPNnebAaVhT8JkupmSmlVxOGh/UHW+aONi4oPbiT+cKZ6YFB1MxfZcnRLeUaZa70pN+amMzo/FFTDPK/a1JetSgrqs/32L2fj9f9r8MnO7WcbPnNH2p6v4168rwLOUoZOU3y4KoJqC7B2DxsuXFlHL6SA6JPnyhr101Qs5RXVe+HTVb1g6iyv5dZMw/fBtDktpG1IwqCfVRVaquvLtKof3NDxBY8GOr4Wg2IF2TfsfChWHvuIgBSKiiN5wzz8HY8oizp/dB9M1h8r4QkoCuV85C1oJlk5+9LSDbXDzsq8ti+gYNVq2bVSvnq1L0lvY41irv+cXtNjYzCl8kZYxpmtHyzX7NtzHUvbXVqqiMvVGSZ71kmmbL2lz6/k7eXbx8ZHaqULMUahQJ8+CBfc5ShZKlOKH35O3Ls+BLphnBL4hPHgFf1ZJXjSxwyHdj/TGqbRq+Kh89xV+sdOGrUjgmMAx/Zpqm2egeBse77yCFmm7LhTmrAx1mZpaWOYm03ewIDJ3Xp8HhLCZ+BhjcZa1mlE9uxW1hF8UBjQtqJz4+7UlNjqJ8YeLj057UlNhXl8X0DRpwBTqiiir7NcAXiXpSnfFTrgs2Njb4Noa6G8IEmjYVw2AC4PAHlsdpKsNS64Z9B/iA7vvEoE4PNKs6CSDRpnJqmIL59Ly689QIQ/8pCIKs4nr3BGiy3AxZZFklFamoId6xF67zugBfVSXD5OBZCpA4BSTlqNkRkMQ5cHpP2Ju27xRS3cX0DYI3LP5BpkWV5FsEyT37cC3PBlyNpmmahuf8Go6x2PeCNhcP++qymL6JkDY2NlMwNnUyHvZuW9mx8S2vGPo5Z4rLEn2dpfeZex9MbfakLn3GqfdB5Z1lzWpneg/KFp+6+WU4S3EO+4bOP0AeDBbfMn/fq7+ko1cW0ufSHcrnjLpbUR41d4rnZW5aHSj8i0V1TBeG+YoxEGlZImw64lKkuGqXXF50Dn/kTlBLIt+5qDO5rLBLLjNM70RIGxubX4IrUI/gbw8BUHCrnPds5/Bmv/ZgxAccp8fnkTT92CKa1ZWK1En9jqNfrdhz6+7NGpQr0i717RGAkrxREyxgcMl2s3fW57NfZb058I9YxUy7oKcUqbxGV/OjZiTnC9kVnSN9f2aaB68TNveMRgzAL34K4tFDYNlVWEVPlS44PzNp5Oh+4gfOAQfUVMml3jxwgZLLT+ZDm8FMo1BgQ+6/TBzcfvYrH/Htk4ZHm81/njhouWxMdXXNtGBiWi5PjKlj92ug+UeVItt2wmbGEw9/NWN6LghWTkMwqJP8gB61oTdJPPWiqCYoOqrqDs4cxVqXUOWK1iTxne8tBuZUNYVWJEYAeq9CiZpmtBzIyYLDGwShds8IQ+9bf42yajVy7EFXm62u1wfPAQxtEYTNPZBFXvmmzNKDYwEgCJBylAieKNAf2RYHgwSlY87lTAJceUD2dfUSoDcPXCAR0sbG5mIz/ZSGeNgrBj1RsyNlpyeoSJb7s/Wa4Lf7QdrMYDS/GLQ0AzNi3cML2xrrS9B7z0xIB4gNQN720OoNT79NZ8Jq+vADr1AXGzxwpBSp6Gkx+Fkn+6koS+zo7ARePwQMjdnP4BtGIJqyIV25TZC7N9Wz9b16M+Lj6UaAhLlG4sbFC9Xnjr21qMk0XS/91qyKV94/DphmykfUmknxIkA85aBnTC7k8Nuvwefz4VhXgw6wIov9I+fbZKSZaSWXM5xJRYVJ9YNJ5ZNJBy9g3TnTFIWpmHZKQ7y9RZdCG62owLcxJIFUXZnKfHQFmkJSytrHxmYmorWpUuihSNrRzPqTePG9JeCal8X8r5vRGqCkfruCbxWQN6cYyC3A57PkhzodTpDRDM4CeL63zkGfXxA2j/vTWpgFhiyIQR09KAoyUbPjm4XpV5e58piP80CXrlTdkA95s4KiIAgV8RyYS9grbt03bub7tore8P78vNE7mTmQ+/mbYNmSbMsRC9YU5ULWeFOrUexUNZuLh311WUw7pcGI6Xjq0+URrpUe6B7zsmulB91u7mRzpRIPe8VYtbXcAErU3PhWKp0w1RxSdEt6cJsWyKhtaZ8t5fcKGx/vA/GWMl4eLFy7UdmkqjB4dL9lYF30bdP827BXbNDpB6CsRurEc6ZZhVBFK2kbzOKSsuAL/xVwof2OILc7A8ZfvT62X+VoVHEwPsggs0tAle8HnF8OXf+joM6RQVi44ALNnTJ9Gk5D3lxSfRqk0PW7gnrXK6chd8WKyT+d6aU0KF+dN3FQ/fHJiYOfOvf4JpnVU9ok8//UuXg5GbbSYDHtlAYbm5mO2kKT5WutykItTZbrSkphS1UiXyjHJ5eCnpZ2wz3HARCvC+q8fRo15ZfeD1AEdLa/TX7Vk1I2FI1xxd7Xe/QRy229fU4WH+xvCo/mTwhpowxBENb/AhiCPzRM03y4BBL/EtSVqLljVRYc68Vankh7jjso+6uNLhDPs8Ye7HqN+JGzMGhYJ/1wAZzt3j/5J2PfC9pcPOyry2LaKQ02NjMdpT6Qbp+efu6qrF4TfEQUgihRMxIxzQhkcn6gXJFgoSuPPc8I4jMAelDWcdwVWvXcfW8AiT58UeOOBvHvdeJQ1CctKtE7BzjV9uf6MPTFiiSyDnP797e/Im+IJXLgm1HTe69Qe/Cd904Ul3D7bYpKlRnxpaw2Gz3Bus73s8hmaasobAWymX+aq9Lm2VedvzyRpDMoCi2hRk+S0lFzbLKX3oTrWC58sLi/VhCskssplycuByZtTzTpSvnlKSpMyuUpKth8KthBg43NFYMkSWqbFvGllgp8kaii1r/o6Ix1n8EDI4ATBqm5W2oO647kc8E3KUSay38fQpO/uAfnAeWLbrU5ht7XC3Cy6l63WrfPt92jbdBAlTeAC+KUV/m07/dCznAHZ3qVqo3ubtE6sq9KkeWf3aGgNo8w7PA8f6rDpd0kyK+fQGo0O+5++prs2t6ReYEO42jJuLiheJPREWD9A1MkQsbfazJNV/x3rhLbhy7nRMhJ44OPWRxoczlgL09Y2MsTNjZXDJ5qj1OV12fWJLQ2VfnG1wrpP3EGnIscFEpLkZaRf0eHGa1JQu4ww3ieMP7XMgeekQMkUJtjYNlSFOWgyXUxGNSeLpKQUmsUcYBdstCwYk02Q7E3SKDK4miRp6yCulmFU0BSFQVBkF8HQK8TBKH2DHDVAtgfO5ZpaG1GFZYuArhlNWmfK3IcOKSbYNn1DnKsPYn7coFzByc/f1tAtrl42FeXxbQMGsasoMoq6EFRGDdgYzNDWbnxnhJHs+y1Coi0NlW5+egzvUjf2WtG1i6aTb9+CM/jZsQHvocUJ2dd664BXL99PZw4Z/VaUihFqnTnUuQECikAdqm61djxhiIgj7JS8MweNilYjRQy0t/7pRLWj0ZIYhkwxxfK9GZg0bo1AEdSFZsrVhVmGloLssrbMcD4qU6m/+RQkjPvAwd/nmSoSJEA3jh1gT4Nl607wPazX5n4+LQnZTMJ9/zeuYkP66XL9uq6xEy7oMEXmepXN4rdpsFmpuKqDayWlKutOFpWUeuia8rwLAFYtJRydyIdc/t3ua+lNN7aSR+scC/kSP+cdbe2CbLqW6/o0dgZcOCT+hkAcG0xQhK+G3b3AYN09oD62F4Y2JMJ2mWVHj0Vw4tBnbkL4fRumkzTjN4IcLS1S4ma31sIJNN9GiYkQp7OSVdPSMoNMGy8Bv99Chh2W4mQDhg5bCsNNpcc++qysHMabGymEa5Ahzn585ZQixgDV2U1LRjmsy7NL7RVmREx7BVj6c0r06YUml+Qg1idogEWZTOcd/u999+c2KRqP6Wms/VlpIUU1f3JQv2JYxB/1dqMUsSTWcbJ243T31YE+eUJE3Sg/NiMHPYKdX0FuRxbsdIFWtvrC3M4OcRtVT6O5mdxLGfqRMgheq2eT7q6GxxrbiL+EyD7cFAUglBZAFw1xadzOeQ02Hx0lOq5EwfVlvcv/UwyPPVvs6Z6aQaKCpNiBw02NlcUrspqatvjgZVtqlIVGdM4IR72isHDxdwG4IuYhtsj3rfr2bdZT/xvHooDrRVCK2B1dQI9gV73AyBnze1Xad9/VaJXK+2RvuTdbXRo/1OL3pTHy4Pp/hAABBcL4WSfCKLHif4+5O1u0+JvNaiVzuz2Y/i+7YOnAVgQ6DCYxLDK9YOWOnXMYMblctgTNff4iN875wLG95dtcJA/WZvCU9PH5eEi8enGB78qU11dMy2YmHbLEzY2NhfEtdKjt7Rrb3VL7nHfrztbdOjdp1SlvuJdgbb6IpJJ1L/7363H0ltJm+rTWQhZ81GiDyyHoa4XknQ26/TQw3u/+PkQrP62T2sbhHEZRkI4AYOaaLlacOQsg6kcyfZjV5GNJguCUNs7AgtutA6hREdXFTsCLnip8bXRGReA80trYfFCMi4Vrw4D58b4YNrY2FxKbKXBxuYKw1elyLKsSyFjXF/UtV8qQe8tfrE+HPdZVi0/eqaX5YUc0KKHASiCPl0rNEzT9Z1C4fFjSU5x89XZHMiez9m0CXb8ldOQ/xs+rU3OAb5kfvASVksIoubGt1aJwRjUKFLzDp13uMHHbs0JnGa4PGru9PF0aXbtm7MAV2W1FEwViGa8vIfmDZNDKhdyAIoXQbz3GJAPp2BNYXYXE5y603wiyxOTNlow/2v7JJt+9pqJY5O2NLBFhSuAmaYoTIWtNNjYfKKkPFjP68VoWbGOGRxj1TpJ30bNLwjecR4qY7c/723xsFfwaxw9hPp39XflZ0qIBtu9gpWTaNlCFS5B2XJ7b2e62kjcug9ybpQoHViYS6kSWlRSjHQ2KAqC8PgxYISO13HmwNkTpaEta4CyoJKekC/yvYVA3xcyVUuqLIjBGGAZZs4pyYLdnUWQgARk7ZIFQRBq3xyBeQCuQMcWa0wQH/EYER/g+wNpXEywr9PA1TcIjt8KSUDXC2MMuidgp6rZXDzsq8vCVhpsbD5xzmuyZNlISVJmrT51X276YDJv1ni4QVUUZZyFBDAufQDNL8het9ERSLu1fTMobQ1uba2Jms/6NL8gq/eH6w2zg7BXbHrqC0KbvG4PrboVT5Qr0i4rdeCMpiN9p/zgY3uXBb635L4K/bao+YaP+L2F4hMn6dv8N0UO5kNPcDPSpv9xaPs/lJLTw9ljcXAWZnHm5oZvGvLzSH9ldARcaH7hT17kulK0TlbdvGRP74Gk1zC/sU34XZWR3HU7zjz35fsKhcdODOZYJ765PGrutbw4a8MbOwKu+M/eHvdJOotE4svzINFu5T+4s4kNMwWfiNIwhc/hmo++B5vLDeWPSycOqj/smTh4AWylwcJWGmxspuDX1ww81dVS91vx9OZe/9OqUl2d3t6/OHVfnrrhD+pSqeUcYWkG8fYWXamqPupIbzKpg4RvY0jSW+4UMnYPD8SOgzv0kA+rw3RxXm9Dqvqxq/Ud1CguahSJUqDrhS82KrAwl3Nly9H/Nf4hw696K/RhOD16iM8gFbXrSWb7rgGcni9+Li9BT+FVMKSJglC7ZwTw3SyRKL0j4AK0NpWls+nVkAogP58sOLk/3KAuGYHcs60VgiA8di6LkaP/HvaO2lRkfDK9YaruxJk+fg4MngJXSQEwB4A1y3Mu8Buz7wVtLh721WVhBw02NhfA0gzGDFiaweiPfkGM1RtWC6MapVsWHogBKyuradm2XhAEWfUp89RmX1Ul0H2fkEoSHJsCGFX0Hqm60vALYvgQHG5v0ZVlbRWtt5ZjmSykvaRUeeyShPiIjr4ianVSUqJR1B6kPwu44qnv432D1mGMkETxEMxdNJs3n9fpAZL7ttapXFNwlv6zuTj3Hxoh+5b6SoBdf3DXS8DxIbhm+91FANmfW18MZTd3t8SuIbs/CeBuNP9sIbzf8/R//Jx0kyZZBT1GD5z5lvGQ+yqyGOzc2KLXrC2Bsu2maZqmcb2AVT0xpu8TpKonaHueTJbjEOTlA8JnSAczXf0A+U5sLhL3fHHfxMenPamPi/rDnomPT3tS0xU7aLCxuQBjNAPAarKY0QzQ/LKqRK0lA0mSmqkLSc0vHgJcldXHn29eVeKg9JabTgLsatE5/lXTNLdLUFbTPRoA+DaGJP3VbQ2qUrNkH53/GiR080FVCv3tN6QkUqMVFDSGJJQtipru9tj/Dgl80WhmucL30KZi9C1eQQx6oo1lwDUhI4osfHXnGZYuxrmru4+uhLNmk4SyPeSG0qE4kMymgGPDgE8qgRwGWysEQWxOwtyDr+k4INn/xTUOuv8heLj4ndLhkgKAs8n4bxRmMby7tjWTZaBETdNQnDgVo9NaNckmL9GlK994KCDhWQoQb4oNg2PZ6DvGVU9Ybxpl9thESGBN4YVWVC/Qs29D/nMTHx/tGphZPPVy8cTHpz2pywK7I6SFHTTY2FyIlZXVtLSnowatTVWqKhn9iUwFo6e6WupOVnYYgaUALseCROFnhpKU8Jru82l/XKc7KU9VGpJ7W1PGzNri3Vd0pWqD00Fck6or746YHQHXWo8T/V81I5ZKhlA3Z7qmiw1HuWZLdFzv00UFOPp0qdHc+NZjncDnVrpEdxmdrV28l8udjZ4h8ljqAv5zQzCGmwMAx8u3l1vvj8+ZDUM1ihuKIBt2b1YpK3Ny4tj+VYX07XaY+5THzW86oeiGd4LbDiwUIA9KQztCUjrhwuhLMHsRwP6db/IBjiJQZTH4NhwKf0EQxIZ+ICcR9o6xq0jjDe/qSzA2ZeHkUc5LhDwFTPX/tC0g21w87KvLwk6EtLG5IOlmSQFXKmaI8FZD5tUxvRBWWhumQgrtZ7p7hMRyeFVVvr1ll6x9MKYA8vgBV6DDDKQ23RbUJTeeKt8KPY/WpG71PkyhNdyHFDLKqUWJGu4GMVZvuBvEoM7i5RMmOwLZP/OKau66NezVZCE9ucQAsGg2g3TtOlpKHEcJt24MXVUX7Dr9ymunWJhNz2YxCNCsxiAbhvH56Nnb+e4Z0F6MlwDJiAI2MAAAIABJREFUfaiy9X/kbtj9T3ugUJL6S1d+OVM9qbVpbomt27SGyNGfDzKS6d6YQP3LhzLzzHOm2lP+b50TANmUPWr8V8AVX/8AjDGxHNi1k/jwOTj7UsvZzOjos/FcIBFy+6m7pnjTR2LDrJaJg9vPVU8ctLlSmYGiwqTYSoONzYVxZbQGrU3NCAtTbrgfrE19eQMAJ3slt3hjCfSmOh2s9ThHjZoEQRAa3MFSPSbd5GP/G4PMzzhAmUaoDAf6MaUp4Nq/c4/VKEmp8rkCHQEn7HkxrvkFQRBbjgO4Alt9g7BL9UTN/3qu09xrWukONzgheRj1X729ZqPELrUHSPbStyTQEpJwxdTma8qvo3Q+eVCjSChblOGSYujVpK99rawXoLm5N32WpUghwzTqS4idy2H2oC65RVyV1ZLapsXDDaryaEdUUWVBqO0FuPYvTdM0G1cB/VYHqbLFkJtIJV6kuz8M02klQn5j/egHmgPZC4pxrVoMfKh3AlJNwQV+Vfa9oM3Fw766LGylwcbmlzBlY2ZAjxngGrvh/z0KvN6mSr3ocAAdXRdlgP5UvwT3MpwJrg0ZHQHCXjHIY6Eex7oddWjrW5Pc4NNTtZbxH4U6SVr20lalZF4JX7eilt+V8sKtzb/bgCRJOset4x/eD7m37TjPsG1RGXS61i3VGsLxjo5okyDvAmCMEPFOa5f1xNmsHirh4DKld18LnNAbtkJN1Mj/hqj2+6LGHQ3pOocgklLZ+2z7okE8K11AZfWa4FdFkiAL3SHDNF0v3TWn4t8Gj78W9m4I6kBOufHBThfxewvFzr7hwLs7duZXtI4RFRzrdnQECHtxpLWGodR/UDctzWaf1b1B33Pmwi6Xk45//P/ZL09RYdI+VJOWjH70LW2mwlYaLGylwcbmlzFVY2ZflcK42gpXpefthq1v0feqKh3vUaLbJXAqhmlGFSjJo7MtDpDLndGoJ+0Gid4HydYKQZCbgd0aqG1aPOwVty51o0SjCijRptVZUHxbOitzxSonLOrRwZM5euPfx+DsixWj90D+nQBHYfjsW8Vr9JgBh4fhhjFRxXw3OFmzrgyABOzrtXInTgBSyDBC78rr/70f0GQxqMOc1atAcuOp8hYn6YzxvF8QBEEMdmWWFfSgOEeOw4eM0KPRFFUAhnaJgiAI4hPH4Lgx8VNevXYFEHubse2bsuekn6VKLguAkeO2y6XNJce+uixspcHG5pcyRWNmfBtDkih73Tus29B4uFZNUFIfveO5Pw723FnvW+uWiFW5wFWloPb56G6PU5neJSpRMyKGV4nBmOXWZHVTNtwN4r23sSS0o7qlIoYvYpoQD9/Mk7p6qKTMyq8oXEKRTp/vbvdJncct38quQuhPTc0J14Y2ruWrvNIJHHij9QDI/sFSHV80+p2n0nf5Jz7cYv5wr/DV5jI3zhWcvMNowicGLTVFb2nfXw2758Hh9Dmf3vNG7m073njhy2xbCkDCGTXfFTP2mbIgW2HUwfg5IPv9oKWzkI20Et3qGDkrK+wdJzMAelD0svV4gpExg5+ZC0TfHCZPCl2/K6h3vXKWqRMhZxofXSq4IkWFDQWtEwe3D6y79DOZUdhBg43NL8dXpaB2V1e6zht3BTrMlX6hIgjIgooSjXpkWQ46WRPa6IO3MjvYGJLE4Nto27RKN5xq88qqFDJ8aP5gTNmiqEHRv9LcmNrpHaXBzT29wQo9tVtQtoeg/Oul6jOxR5vigYcA5qBsKdoQ1FLb+Hz0F21R1M2qskVRN3crXwyKGWFkzboy3n+vS32mx1Hz7/jF1jyUUKi7rsmZt9nrhySdMYgh3YHxahyg3MdwUUGwIpgHX3/49nfuf2EodznFB+ix1IzUjrMg3hanKqZLbhG0v9MoWZ7be+BoSkvIWWuea9VuEuTXhzleCFCYRf/gyUCH6bkrv+LlpJXWkAtl282OOm1tkLEF9INdrxE/chYGDZpM08Uj+cL9yanMJy6wPHFP1YcTx59quwKl1ro31ImDjauUiYPTnUscH9jLExZX4N+Mjc0ngyvQkWnb7IuMNhIYO269ZLVXMk0z4vNVKSD9VbpRwbidRe8k5frYrHqiZkfAhdamSqGND0ZM04z4Mnt+8HEFlGhmt6YZWQvwh3ujNWcPNNQ2Asfp8VU9GDFCbigNGaYZjZpm5MGIaUbZrGb8rVN0tR7s6r8vGnI7k82irEICta6l2mhZm8uJIqTQjpCEzwfsf+tdSpFCjd9WdPVnWXBVvRH5inwDeZw9UPO4ae5Y56B0i2ma31sC2Xk4hl74UVx0S3rMQPs7Dd/Xrh4mb5G4zDULyJkL+B65LQfo2QWWFjLrw7BXqGhNZhIhz4K+QfCGxcbQaMNfB5D7WVyrPgvZhy3LjA6A4SlcLm0B2ebiYV9dFrbSYGPzsXEFOjI3IdZqwsTx1EuR8e/0RczJyjHSO/Gdf2/je9YIvVv7fty1stxqERFnPkq9FaHEreYHFsUl7Lu5pqS5ecl2s6MOTRbkoNwlhQyDWvFp55rORVubqBWf1CmPmhFfPKyi6Uh37I/pUnmNHtyGaT7cLtzPBw214d+uhrU+tHxgxdrVJJ4VvPO+V5jFyVzErGP/9COe8BBs+26fhi+at1cjZ6FrxQ1FtKb0hv3HhshFec5w14v3dTK85PcCHY8xZrakO0L6F/dkkVqhSILj+rVAad6m3lSmw38PAlO1kr6A0jCpqFB3vGniYOOC2il2Pz1o+tvkJKORScZsfiVspcHCDhpsbC5/NL8Y1NNLFU7WtGu13ZJ7YzzsFVuOW7mQ8bBXbKk2zA4X0OgVNhyuN54tqW229Ib4WydxAp5Kl8vwwNH0nq9XJNXarQOfImkxs1rSY98wQg1i6h5q0faOwIpwC0W31LBZFjLad/DPgTxgOLlvq5W3sFkD5PuBvGNja0y0FzvnUHiaQz8KdeLIY+CDVCbjOAsugHhfcjSnoQDmXQvs2j+YscZ2X9V1YEqjyxl422dzyZjq6pppwYQdNNjYXN7Ew14x6GkMSXWxejPiG6MZuFyuDgOvGCMe9opP6pTXuwC09Rt0nEqtC1e9Uie/plEnAteWghvNL6tAF8gigK471u049Rx35Vfs7tTZrQeBvzPMDjPAN/OFppE1dVaV6a7No+sdWe4dw29ohcJjJwbpPD3JpD/QRFEDKBQB30Oh32h+1dO9YSslrJ7Nrg8BV6YjlHWOsXoz4jPG1k4MwHWLIP5iHzhOkQS6FszJYsqg4VctuZxUVDjsf2zi4JLId6Y66OXG8MebqvKNkomD6tO9Ewc/PtPro55pwcFU2EGDjc3lTDxcGyRkRMrbvakRX3S7JGx423N+VuaoZiApPhzaKQNcvogR8qY1A9/2UIsoexpDUl3LcXQr4bBA6XzuyxB3L6R1UdQ0xfAXxAc02XrL/GyS/xWOUxl7mwHFMCOGX/A/Q9/gEPD52XBs1hbT/EP/YvHZBEUFzH/UqG4Ugz+j5EFTm1csBvf3WwsURw/RrHuiRvUmsaHLQc2NgCvQEfWnvs+lkNHhA3x/IKGNWbPQnzOoZAQGb4yar/mIP5A/rup1PJ+I0nDZfmldGi5SfDApl+FHfc+tb04cfOqVz2ErDWnsREgbm8uYeHuLrtQHXOOyL+s6TPNIxGW1gwzqmeRKXQoZpmmEULtJ0iwLguDXXIH6dOK8tiF4uN6I0KKnIoaFuTjnqts0YH/sGGiyIIihAW71pVIjr5kHfUFREFVIYIBvY6hwELI/CzALWHQjuKrKSELszPIvlQMsnGXdjeQAQz8VBEEQt+4rDe1w14vBLvpZH31WtPzE5fRih+Wo4Q2/9LO3x51/0Zd9uJw5wGCbVxAEsSHJ1DkNNjY2FxtbabCxuYwxUqWM53PemkXcv1hUF4aaAlZzxrLg253KDw13vfiI7HUbHaa5MewV1b0cu63W8IuHi1GeMCO+h68RNg3+vhnxofkrWs+kdr2vl329OHIPVkPnEK4C4gOQAHU0oWGhZwXxvzkM2YY8ev8169ZaF+3AOXo2p9tNek1TWS/IzT3BirShhip7bzIt7wlrxSWVj9ERcMX9j4w7z6GDceJzrwLeUHWAxdkcGf41Si5/6Sd9Uak78IOJg43L7770M7G5MJaoMCkzTVGYCltpsLGZNmj+dJmXGDxcb0TKM6+4r0UiuE0D4u0tnTV3SmrDj/pzKfPpGY/O5EDKf7I3FR/cfL2DggIg/lY3JTlWIWXK2/rUcxKwPIf4LVEjtGbMJMrdUJDX7hXb52eT49sRktKvJJtFQQzqHBvBqRiNEsBgmyDIzZY2UBM1QhKFwNDSlIhiNcV2BeoVa56uqjtxpveXA4OnwFVSQKYj5OcvpDLYRXE2Fw/76rKwlQYbm8uYVP+DlL1FqmYz7l8sPn9b7Xk5DZ5HrfWL/Tv30KrroFtmnI7c/QRW9B+mD9gqyuAuGKMabBa887Z7dNc54r2bBWEzyxeS+BfRX2W44cwJ0GRRY2EuH17DdcqO6paKR3T6Q8ERIAd6OwJ7zQCaX5CJmhHfS3flV+y9z/jWT8W6w7lkn3UUkjwCQ5D7xWsbxtVYMk68QAoB8bbnyTRhGIK8fCBxAliiSHFV73phEMh3MimXrdIwqahg+0FML2ylwcJWGmxsLmNcldWS2hCOjxs0+hIpzWAqLM2gvgRSthZiQy/MR4maplF/ZgBpu2ma2y3DCb3lPZzxk06ruRMHjpFVsiPiI/Y2x9JftsfOMhBDD1YEdRJQssU0ze3SIAV9ll+nrEqNVsiSSDJ7b22QUNP1WQyTXBk1ozUAZ1/emokY9v447D0/gNCDoje8/7wTGTm6n/iBc8ABVSftcnmGybHvBW0uHvbVZWErDTY2lzOuQFOoRRS9GOmGlPHwn2lQnNnidX8qnzBVOlH/PwppfVWDnDf6x+9LKFYbHlhEQ1YJ+ob1Wl1FLhTdQFH1V5Y9eX/yHTRNiZrFfyLcf8L9ZXjp6CDOJVzrQL+1UXm+7vk7jSOR/d5ZFTrccGM87N1wOA/nn5vHHwQ0vyD7tbsjvvJqiZZf6MqjHcueeoD5SHeJ+B76Hwub/yFvi/nug/DSb82qeCVv/hSnu58EpYx2kj6TANfyfDh5lmFAT16VNbXL5fTiVxIV7vn9WRMHn/rJuU9uOjY2Hwk7aLCxubxxBaycQSGdR0iNIvXgdVntE7p/rKJEDXeDGNSRtkc9G+Q9lJPKT8zzGaejLnjprvyK1oF96A1bUztploXm5Qs5sJuir/Pg3h0/zq6IocoCZOHMi1uawULRoR9cb0TKf/QCiRbRv6xGH7beLKaaNmxv5MG6sbNd6UFX3dUiMMIJyzh7vFACsCDQYUzaEXL9A/SM6Wg4/N4+uHl2FsMLtpjvPchLvzWrYuqP6uItT3zqSwl2fPCpYy9PWNjLEzY2lz+uQIc5yrMbU2sWrspqSZ8fMiI+V6AjqiBVr/VFdqyD924xLZOIq2+x5IkVa1enXLZrlEziIgeOgVXu6N2eO2Itajy8bISEKgpCnQ6xziRDqiiIW/cxp2iVuhlFQiqlFEmSKMljft8Ga3nihXRLIF+kUSIWFIWK1kGcNe77BEEQ/+EYpBYyKl4ZhhXLp1qeyM8bN1j6p2vhZ2dGcJibM+8eOWNbY9tccuyry8JWGmxsph3pNYuj9ehKfYcL4mGvrFq5hCvWrmbRjaktBw7GwZVuv0hUocH93ZBU0dKH3leuSLuwKjYXiGrubTseBJgF879uDvwjml+QVbdyR0x9V6nR1fy/3oYsdx/n6nLJ83iTu0EMg+MGTpRFzYgY9oqx1DHLqyU89ab3L7Jr97y8c8xKwsLlHDsAQMIMvDvO5dIBq7ebHXWaHGQs7+7cT2XsPThtriujtROArNlTLE9cPKXBzk+8GNxT+f7Ewafa5176mXwUbKXBwg4abGymIdaaxXViMJ3KAFiaQUv9pvSP758joYqjLztlOQFUnFw9542+FeXs6k75VriqvsKzasrwOi8r1TzJF2mU1Dq1GVBfVowjbBOAHvQeHVUEyGb+bqT3060axsyEex9wzQVy1v7YfM7FI9cI9/fiqDX6G/Z7siveOPYKrH25K4kDK2gYgUO98XEdISXfIl07qr+Ga3EunBZWWXtaINw/MJkjE1wGVRI2VzBTXV0zLZiwgwYbm2mKK/C4Etx0tKyr9Yao1aFJkFUra2HNW3F8zJ1F6V+Zex9Mba/5BfnFYm6rv6d7w5PElipSM/UdPkBrU6X1NbqaHzUjRz+fXduXekdKM6hqExrc4IuYUQRZxYX0p6nay4RzU9PeBteoeYT1xnjYKwbfzKV0g5W9uWxuFowsXQTx/3tsBObNC3vFrftGz2UQ9m0VvYt2VIMDkoCuHYXsa28CPpf9mN7fIAoNsCoXshxTfCKXbcnlRWJ6eTdM5LIVFSZlpgUHU2EHDTY20xZxUXGXejZkWN/VY7s4xCbZ2heJ+gS5E8Eyv1ZPeaTmNi3i82lPqw6dZka1gmcE4RmUqFntdARlb3Eo0yyiE3DPRg/+jUdiJAtyrnFNcihXoMMs+Hx27Z7NgrAZgGxKA9UtohBkcR5kLwh07NiZX9E6RjNIWWM/Ms6PKntO+tkcOA1rCrK6mDIl8BMJDpT1CycOqs8e+/h7/sSZND6Y7pHEZYutNFjYiZA2NtMXQYAPzxtzVd3Jte4LvMkE3LcpNJ/ySGrD1YIgN5P58pa+9rks5n/dNKOKKvuHngtJ6Pc/chhe9wuC8Me7gdgeoF3V6R+BwV+EvULaAmM0OcxrtZbIRio9//BHUkHBilWFUJQ+bKlVZ7FzV2LUGhv4zFwg+uYweV8ISUDXK5N5atrY2FwqbKXBxmbaYrzXW7ZuTXB8F4dMRuT5aH5ZKy4BwS3psSX1CvIpzxp9T5eTmjJn8/8rwP0toz4myjr5gOiWaHkrHqlX6uTne1E3q0ACKJ1Pz29GjbJviFv7KfijUOD2M0H5lCI1k/GRCHrqA66jjTAMG03zbh65Rri/5zkaFXR1RQ77T/SC67evdzS8nIpWOnvgELD0s2OaNACDXa8RP3IWBg2aTPOX5DR8IssTl6eo8NGZ7qLChlktEwe3n6u+9DM5j5mmKEyFrTTY2Exncte2mEZ1i5i+xbcKGfWgKHifex96No/e/ctEjeASOPCqjvrVp7whqZlyKUnihm4tgeOzAKJ7GXDqGWtH+k8NfFU+EhTNp3SLGVVQtlx/wsG8Q5sf64dcvnI7WpsqhTZkpA1XoCkkqW0aANmwTRAE4f7ebEq/0FKnAvuHII+wV6hoTZVOAGdB3yB4w2JjaLw0kftZXEtyIXtxf60gCML9AxfIabCL4mwuHvbVZWErDTY205aUM0Ug0GEGRlMRNb/Q4DbqY6K8h5qo+ayY8ZBE88sSVzcrNZLaXNu0rqwr4ZG4et6R5iz6dtG3SxxjqKkEJDUsy99VNODDIRYsR5wnvdLSXPaby5s3/DOweHl6EsHtntHuD65Ahwm89FQue06z0TTv1tYK8q6eF2g0Qo3io69xYNmtgY5NR0vG5UIWbzI6AvgXjxUayF5QDMWfy35M72rQAVzZxKe84buCEyE/9e5Sl4zLQVSYFFtpsLCVBhubacukzhQpfJFGKcnPX7e20mMGoLWpzOtrVqqerVeouXFfJ82qTrPWzwi+qBlVkEJNt+VaO1DDOqBt7osam5YfHOLqJbgqPcf0he+9cMDqAr0gG8usEprV8TkNZdak8uAxQRDkXQCDep0Y1BlZ6WDwIOyPHbPaSZmmaUYVlqbdNDJ3MnPGJkJaTZ/WLM6GkeN2cyebS459dVnYSoONzfRljDNFpTUyJqeh3OPk+YNxq7Vz8I8F1bKP1EAT1JLiNYEWI1QtPtCVlyy8fk1/UUoz0GqK4brG0Mm6VMdGTRY1gGZZeFe5McGxws/NOfHmaSD2Lp+fYmJd4abOuWcZ4tC+0bmGPhsO6hyODVKKlQjZmqmuAKeC5cU1nH7HacjLJEJKoet3BfWuV85ykb0n7lk3ydfAU62f8l3mFSkqfHSUPyqaOKj+Y9/EQZuLjR002NhMZ8Y7U8iCihI1O3wA8UWzxzd38kXNv33LW0tTR8BYL8gP/Pn+U/dKwQ06bs/sXda+ojFBVmFfXRB8UeOOhlqammK3is8OsGyTUf1jUYf+N9MVDIM0/9nOZ/caTGjS8IjeoJVkMQzFKH+kqI+qxJ9DM0K14hZ9ZODIccA0oQj6AByU/dVGFzAv1aUhfYRLnwj5qccHM4eP7sJ1OcQH9vKEhb08YWMz3XEFOkzTCEkoUdPMfHfj+mYwNWSaDxcDmiyIQV0PioIgv+tzJVsf/MHa6lLw1WbSGH2RqAJK1FCcaLIY1N9+sn3n0UHm5dPzbG1LTKlykj3GolK6b6lfEFtS+YzxTPllAl7uHQH2xfmXH6skgb6gKAZ1BoChN1LNndJfBUk6g6LgDe/KTzI2EzJ76U24Vn0Wsg8HRUEQhI6rsuxESJtPA/vqsrCVBhubKxUjpktuK7VxmSML55+aPzwjtFWlu0f+nBM/2x8boHQ9LZvRxzaBllMJkSXORM8DG3qSkCSvX9d92bxO3onS26Tf/wJb//M4nqW+jaE1YrCLw1jRSyAe9ootX6xn6z/8jJMjxTnsiwHZlN4bWhBOLXnkLP5VXC6Xn4Fhh09KajrtR0bImuqEL9tEyA0f/NPEwe1Xfe3Sz+SyYnpZd9pKg4WtNNjYXKFobarVMQlYtngWybe0t7pTUYQvEq0cpP+Vfz86SM/murF+k1LIMM2m1VkAvYnRxYJB4JVd9DNIj6ZvbdDRe1DbftDe0gXodekbLzGoo0ffOEv+LIZhMUrUbJSG6XmRph3rHBTkwVULgaOHwBc1TUslkaorXcDJMa2dCsCxuhgOzAbOaTog1RTYiZA2nwr21WVhKw02Nlckml9WpZCRXquY+xkGuxtaiqqbUm2ffXeV0X6wa9HqkNGxcpsgZ2SGt/vR/LV7RgBy4ZpyYrsAnIrxQ0RZheJNRu83273ikzoL3OWBSCanYVzZ5zcO0j+nfM3RXaosqGRTehu/m+4b7RCw2ll2p8yu3AU8si0eiBhFg5k8Bwasmol47D3Ivq7+pq4GXW8euEAi5GWrNNiiwqQo3yiZOKg+3XvpZ5KhLvGjiYONzm9iKw1pbKXBxuaKYWzRo0zUTLeJBMhifp+OdTsPgJkLiV2qZ6Xhl1Xn6E4SDWI6gljjK+PWv9yxzoGziDurXL7IliLIPbJVFMSgTo/VRSo/00N6tJn0H6sUfAZOG7hQoubDJcP0/HNLjyRJFABDJlYiZDqnITbA7EWA72aJsSlvg2mXy+EjhU2maZoPO2DksK002Fxy7KvLwlYabGyuCFyBDjNwwS0WbzE7RrfQdugwH1RZzoxJocDx4A+u23HqOe7Kr9h7X8van4qW9VXBBivB0luUzaFZKM+ZEZ+21mrAkAQoj5p/2ZbSK9wSsbdJJIDDPx9gyX3CwSUOBnM9P/xu9+9VDOTl4uQ8l0tSLpdNzj1kk6q6nAMfZFwuDwdFIQircoCrPt5HZXOZ8DFFhXt8JycOPqXN+zj7tEQFmwtgBw02NjMQzS83O1mWR+U/R5Hlbjd6DPRgGOZcl9pm4OD+zPYDB+NA2Ftx9W2F+ov9p4j7F8u7wKkYRyJ/v1gI75KFXemNY56o2SHeWyg+kRcILLWSH5OQVOUKsikqntX34YJAh9F/jdgw5kvDqRgdAUMOjo6chtwJLpef6Zr6rC7b5YlPnSvS+vJjxge/KvbyhIW9PGFjM0MY50PxPCQ42IsqP32qBN3SExwAp1srBKGiNUlCrQjGsLowJVRRkHcCFBUxm2ZZVBOwiGvd+8PecOK8I6myIIhPHAMWrPSkBwsDUQWG6YslGTgOFC7Bl065kELGkYgLxHmO0eZORSWcPb0PXjs8TJ7VG6Jr3vysqXMabAHZ5uJhX10WttJgYzMDWLF2NYtS/Zc0vyD3laGd3FTP1rjnF80qvqgZ9cXDq8RgDMe6HaeeWxH2io/oJE6gyiLgLKGMDUEd9K4sB7ffgLYbjqIHK1KVF1Kj2VHuXyyqZVEz6oMfeIS6N97f+1a39XIBd61OP3dy5x1Wd+vgk+m6jSdF/0oz4jNOJsmBIQD6enH+4Vrij/fDoEuR4qpVcjm2UcQ4LqA03HPrmxPHn3rlc7/Oh5lm0tv3Sfno9/RT7fOj7+H3v/9/Jg7+JPKXH/HtNlNhKw0WttJgYzNDSKdJyipoRVGz45uFkF/1fH0JmpXG2Ee55Eju7QCXw/LBzqZ0S7QGEr1oPLzOATCSRNsNkH2DYZVLglVzKaoJ0GS/BpQX58JAc0udoTiBAdQN6a4MCZ7/cdibzqW03t2DKgvesLjSmYoYkHxFkPjJTlyDAOfcTaZpmo2LYPgdOxHS5pJjX10Wgh092djMIDS/IBO1JIfRCklI/fiqR2omM/TSXfkVe+8zHz8o/MmL5PZyIpsjqcUDByTnfN18/x+f/nx2qj5zErJwLiXRl3lHetwXNaNi2Cv+dB6aBuDzcfIOoyNA2CtusbpGAjBfMQY2/k2++ERyeY10oDkVdSz8ntm/8Vc4aUEQIpHIr/CGS8I9S/9j4uBTh37n0s/E5pfi9/vt70oLe3nCxmaGke4SORkn+3TpDuvlePi6itYkbBZGyyvmojxa/+L/anCvX9yuJk8/IwjPQBZz4LQvakbFB9K5jdJ28zf/QnjsGIl520NFG7bH6D5RFDJ+uLOsoj3J0GsvgXj0EFp6dULTKC7D8tYaGNNq6v3u/biWL4Rkf7PV3MmhNyen6iM4vW77LlJ8sOpPt00cfOPvJwmyZo7d9ifCVFfXTAsm7OUJG5uZx6hJhGotJgDs37kHTUO3TB4EMdhDTTTlW50NiI0hN30/eW7uh7SrBkBRo2k2lYxwGtBkQRithvha+jK3AAAgAElEQVT5k+sfOwZZlH5lLXDwRBauDQHXirUuPgOcS0xhjf3SU8+Os8YG4Kal2XAWAH3PB0DemLYSNjY2lxJbabCxmWHoT4piedQ0fdZ6RLcs+K31isQZKAoZ7wZcNHqFDfoNvmbZe8t2T1AlC/JWldOD9naMuWDVMvTVCQJkU/qAufdBsFY4gjow+P4tD6/+l/v3jKQSHnWd/q6wd3PQKpg8e2gKa+yhs0ky923jSi5THPvwAmdml1wC3qHmiYO33PetiYOqOnHMZkpmmqIwFbbSYGMzk/AtK6WnNOBuSCkNzaqeTpGs0Iehz9IZNujAbg304KPuaGjhCAy973IsgISVIZlm/m3rZo8Wc4pBnVIJlOjewE2uqyxrKVegY8c6B4vXBDpM01AKgIWrw95xTRqAhCp6wzmnc0glSEjKDXC2fx+89s4weCyXirvyLtBG2k5Vs7l42FeXha002NjMJLSDPeQRfkQxzA4XVq5ja55iHIm4nv58dm3fenPgH9PbflcUNsdL/ijgC/x/ucGfDJ/mbt2829qLX5BVim6gr+yLPPviuCMMeAwz4oKXrJ+2W1qCE2VZ+AtCsBOAktWBDrMy7BWfTBVQSKV4HjcjPm20uZOu7obS2rXEgyfAseItryDrQNavVXL5a31Y05LJkxJW3nPJJzLKPatfnXT8qT23XOKZfBxspcHCVhpsbGYUfTBYs+VO1UpcECpaKxUp0d0eH79VPOwVhM1xoHfTdd+leBYMv9sY9gr+H4S9giB317iz6dtdJKn37zqXSU0wQhIk1Fv96b2NwF2maZqNUgK1PtSJFNpR44BDe6cqufwDadw8ep7caT1JdpMquRyxSy5tPg3sq8vCVhpsbGYSr/eCdNuDkWcfHFOC+CwA+1157LEKIlKU1UideBZsFjoXQ/LghlAOtzPXU4auN8eAPPSvf3Gh+nLPmNQEIKGKJYuM7UAWPCcIYWv4yFK31Qwqm8ovB579FpOWXLbgHLMAklOyFtd782g/O/JqrZBu9DD7Vz/vi9HcyeYjMr0UBZsLYwcNNjYzjqll1vnwmz60osZQd13w+DvNeumWjqZQt7jpZ2SPcKwXtW5DZmPHYF8e3/5s1ssjo4saqbaS+7Zue21dWmkIxdfPFZtPp5pVF84f7n/30BQll8TeHpcy8eHJ/XDTtdkkjjTrwJqynK7OoTNTndfUyxMXIz6ojvz1xMEW/1984geyuRywlycs7OUJG5uZxI0loO/Qxg5pfkHwa0DiDCdA00CtC+rQc2J5Sc9PwwQ6mq6BuV/fvnr0TTXKGq7CmWDYdRUnnslotWLQsrHgYMeuQSARFgRBbD49+s7+E7D7P6YoucR9LXnpLXMczHYCOGeTYzWV6vog9wInZwvINhcP++qysJUGG5sZRRE4m2XvLUZHwAXEw15ZlUKGDx45PMz8r0ern2lwG03UisF5vgPayfsqXWAJAmurJTgO3zI6AvgXNw+7E3D9c6ejfqHBPbo/q8vkD1YK7WS562+ONaTkBI8idavWc+eaKUoujZ/q6TbSMJTkw/eBgz9PMlSkSH2qzhunLlA9cYkTIW1R4crjnsr3Jw4+1T4XW2lIYysNNjYzCV+VQkLZ4kl1cBLEoGeLoge3pbSHqxZa/7oCHVFF09ySHhT9Gon+EU48IwZ19B6r+5OoJjgRgx5rn6N7sND8dUY2jAwUNpmmaVTmAt0vfmlHSMKZDcl3LlBymWpULSk3wLDxGvz3KWDY8p54uABGkkyOfS9oc/Gwry4LW2mwsZlR+DaGJDHYHTLMjDIQtJSGw0uA1YAeM8Dli0QVQe4OGVVtgpybR+lfGN/6qfiqR2pWPY2b2uu2HgTYJaf/12zTIhmna61NZZWDN+Z/K+ACuHoOLNryzkMrwv9JYR4Jx1RFk/tLh+iFPlIll441NxH/CZB9OCgKQahcnEWWY4p3fyJKw4b85yYObj9110ffg830xRIVJsVWGizsoMHGZmbhCnSYK/2CKKQ6ItQoUnMw/VPRQV+9gmwFAFbYIMqUQpxSAPKrmkK7xXu34nCyeiGeR0e9rxrCG32BzGHKCrI6xx33/VTHBrJh3oJAh0Gqe2QKKWR0BFw/aKlTxwwm9+zDtTwbhj1Rc4+P+L1zREaOT11y+TE/HC5hfGBbP0wvprq6ZlowYS9P2NhcKViOEhb+/7+9s4+N5Lzv+3ejsyXfhZL14q7l9GrS3pXX63MdsrLTPiws1Di3mFULH1XkvGkEKIDch2lSgKxdBbVIV13kZAUxYgxdNMUxyyZOW0QQUEsGqodoTdWwYbKp7cgNdD6rnnUtRVasS+VIyFmyZJ88/eN55nmZmV0OeeTxyPt+/uLNPjPzzCyPv+/ze3tWR42MTrsExAexaP7RF3jmvg7uicVyZ3rJ69zw5OTM38T73wsA+PM/iB/HK8D5c9g4izN/7rax0GGL+Q0sdzqfx6spADyrP/33PwBeuHpmEgBwAThikhKsa0KqdH2uATy28tVgom/8wG0AagBeeWS6Vqs1f/dlbKvkkhCyI9DTQMiBwOx5nUaAXvhnO0qMPKezLPvxqdos0tMR7v7swqnm/R/+jY/9Vao8V0RdJg+172rqqogzn77/RaAVr/3qQ8cf+ksce0tjbj2dcxNI2qeaZxcVOp3114BnvoL/kaaNwW2va375wk9veyj97UePNee/ieeeAO4+Vh+b/9a/TNN/jcEn3tasTffT9bt/fN2FYIav/b+nMfjeTwB8b1nvcnn9xoMvbKPksuJbvJRsyalw60d/q3jw65/+Vzs3HbIJV5pHYRj0NBByANDmv33KFj7+DSmWTy0NRp/0yDLkidvcgcap76bqlx4+Xqt1vL2Mzi03P2HqKF+sb5zFi8CT88d1UuTyRz+ZuTc6y8Byx3gavizwzZ9chTeen2/WZldx7DrgyP+d/9RqY+6Rf3YjMHYDMDhz7nw0cV+tVqs1T10tgB8OgOgzccveeAw4/62n0Pjr1wKHzC6X56++intPkL2Av10aehoI2f+sPrKMFj5y1vc0zEu13tCfzjoRIFV6OsJgafqus8deXAbQaQJAp3Ym1kWT0QmZbX8YqVRhttb5PB78PKbOdZqiBYi2OPn59Vs+Ues8WD+KD3363rno3tuzOksMlqabD51M1ueweHPz/ud+ZiIWz8zrW+CmG5c7NX3l973XzDsLojy5AXESwOBTDzx5FcyeVeeBwz9/G/D0G67ChWsj8cLqBh597rW92HviH/+7koX+f/n1S7fQp1Nhz6GnQUNPAyEHgGeAJ7vKRiMac5+NM0/D6mxnWaosg8G6HzaW8WEJESefffdVAHRGwux/WJruQJl9JFZPLQ2iExLnDuMcfj1Nk5M3oIWzLz7QrHUeBPCCKWkfPPrQhjwR6Rsvyo2HHh2g8SszNwIvf9lLdXz+BwCA1wN4/LGlMAtST2B66elnzme7XALXA1e9+jTwv370GvCjVROeAPeeIHsBf7s09DQQsv/RO0o0l6bt9gxSpek6AJgaiFrmamgBwNNfegJ1/MdlDNA0J4g4+Sw+3Jx//NbIVFG2r8d8M/uT+H9+q1a7W7Rw+EU8nvV5fu08vvy1wdKp5vwG4O4AoDmNtYlXgCNR/J5VM6WbfiW+5Q/mde+mH56bW0+ef1vz1AVdXon29fjBLybrc8nsPI6aY3gBOAxgcPYvgEPvXHzfN05tbDz4wojmTiP4/uzvFA/efPpjFU+/lE6FvWW/13TcsfRA8eDn5j5+6WdyUKFoIORg8J27m2fLEiFXZzvL3h5Qz37pacwBwLnrPtNrde7DHe9OPvfML6XrcwB+e+pjx7+ehQzOvoDxheS7p56eft3xjR8kADaeBIDD4wt/+t1b7jh019kL+LM/hi6e1NEJj8GdC8BLZ/DZNG0M/uEbmo8+/xj+Z5o2Bh94XfOLr54DkKaZOtD3ehOA6BcE/JLLlze+isabrwFeeu6mz6ZpAw/cULv3hWHNnUaEJ6rrgyuc3dAH8mR584Plh0raL14ku6cPGJ7QMDxByP7nvT8LnGvM+YmQUX25M70CDL59BuLjiS6q7LksQ9SPfv/ZJ1F/8nPfyY4MluYefw31OR3IwFHgqfubtdrxjQs4JNbSdG1mDEePHnn5qfubtbueeA2vAa9+bwNo3H5SLH/U3Hr6nbrc8+mnXwWOYL5Zm11t/IupQzh87PYGMPjU/74AvKm9NN28/6ngGZ66vzm99If/9Qm3kjkCHHr7+4DoHYeA7+selv/5Rxje3IkOZLJ78LdLQ08DIfufr/0QODRYeuADSbreAPDYHdcef7guv3I3sHp2A9/ZsPWTOPxOAM8OXsarj/+OCSi8hpfNjtjd7sQ3H1yym1kDAMTfG9v44vk//dVabTDxejzzzEuIVKpe//evPv6FH+O1n/4kN5Unnpw62QSAH6XAq/VYPDPfqS3jEOpfb5o/sFfp5k7Pvy3oJF2Xyfpc0pl3e3C+BBw6AuDZ718AXg/8GMA3XwGuGvYadqYj5E2fLx7sP/+h6lcgOXbDo3DpoadBQ08DIfuf9/4scKFx54eWzY4Sxx++PaqfW75rBWj+1VgWmhDyVuDlb5j2SS9miZDv0EZYqjT9zbenwNHw2hs4AuCGj6dp8sHrAQCrnVrt+Bf0vlKvPbE0XWvOb+BJM/w8Hp9v1qaX8I5rgAvPQu8YMXEB566JkzRN++/Ca3juL6HDE9m9xjD18XsaQPOl12eJkLm9J26ME+49QfYQ/nZp6GkgZP/ztR8CY4P/lN9R4it3A6vXnkdLbyy1sfx14PDk+4BnARx+OUyEbDcB+H8C33wIz10A8MXngKt+8mmdCCl/X+cuPHbHtcf/+3m8NPEP5tQ/L2sIjTsXgCM/j7tqtQ0Ah9C6I/sZuLqWu9fR6x9/4FODudNJbu+Jw5Pvw+D3XwEOvfl5e/aO7T3xT//WN4oHf+9P6FQgJdDToKFoIORg8O6+OvYRG4aQWTvIQmrhN74K/ByAlw9/RslOB5/84B/e+4VX9C5VzcHzQLaOf+6CToR8+Kbab/zg1X+SpieXpk1fSAD4KX4CjE81vfvZfbEBDACbCIkH3la798nPIcmSIl/+s9wul2dfAJab0+3k7otJhNzqsu/3/mRyS+P3L3dv/G7x4Ir4tUs/kx3kEhd6DPvtutLEBMMThOx/3jsBbKwh21EiTdPTmNUbUAzOAyJ2iZBjk+8Dfq5xGPWpZnRPLJbvfRxo9dL0dDRYOvHgeRwGpFISiCK85U3A6pd+ABx65y/oO325kwVAXsLr2njLmzbuuFZ3gaxlG0/UarXa9NLT110DHHlGpy+e/i5w9CNzjcHS9IefAnD+c2cX12bG0Oq5PTBEnKzPPX1RiZCEkF0nJYTsd5QE6p44SGKR/UtJQLTd//ixGVMHkRnsT467D7vdicKfCPFr4hrgVpWmiawDgOzHArjJnNGPRaYyAAB1qeeQ/PJh4Midejbv8pMX33wYrV6aJovhveoySVMVhe7Paz64lqZr4hBwBAAw+XePAFe117b2erb715EQx079Z93v0NNAyP4nOiFxTvaOzTezkstjPbkx/6lVoPnXJrChgwoi7gmcP/dUeO4v3qmNt1Rp+pt/+2aXB2kkyPod9deh9Y8ioHH6uTRdm/mjj8xvAM9rM/9H4196Alju2D7V55abxtPwBuCGJgA05n55QpdyJrHAu95kvLw33ex2uRRx8tzpBtC8bgwXskM9gVdeegr46vcvoP6RNE3T9PF/855DuPqtb93a6/H/5KHsr/9FHtyly16yg3s+gX3xUFv7nTu4UDQQcgCI7onF8n1nnKfhzH3LIr4nApK/+C5MF+nFs/dtQJy8DXjrbe/OtroGbroZIk7S0xHQuP1k6xmtH9Lk5EPN2VWEgx+7Y+Zhm1Hw9rb51Fw/TWJhfl6fe+sN1wLP3KdFzL3fBd7+bn3Wu//Oe/D+9+ruDqtH9Zn2Xsm15zMlsTFvZjt4Ge7stx67EWO5+g5CyCWDooGQg0Bjbj1VvqdBpetzDRg5oRMRTrVVLDbOJrkzbz8pNvRmlEBj7lu9lklQeOhkonMpz34Hy/92FRgsvev4w14S4sZ8szb7pVGzijw1cewt3gffN4WaZmbmx+ml5j2xMLtYCRkBG/8tQWPi5p14Q4SQnaDUq0MIuWLxEiLSQnqE2/rKHF2bKUtLFHHi3A7OA+EdG37v7Nbudu6ncG7bofSP3kUe3KXLXrKDez6BffRQhJ4GQkjA1pwWfnhC23RAqvW5RmNuXcE4EqzTosK97a07Z2JzVnQ6ic90arVa7S6clJtdgxCye9RS5ncQQrbNoLjJNUx/p8ZezGczarWSP3oXeXCXLnvJDu75BPbRQxG+FELIFcQ+sk/73b4eyIciDE8QQi45g6Xpki7+00uDvZ4YIWQkVFKEEEIIqQQ9DYQQQgipBEUDIYQQQipB0UAIIYSQSlA0EEIIIaQSFA2EEEIIqQRFAyGEEEIqQdFACCGEkEpQNBBCrhBMS6mwh9TeHlydzTpbza7u9lRL71V68CJvtEuz2o2pbumhCADu4kUIuSLw9ui8XA56m34qCTfgkt2r9OBF3miXZrUbU93SQxEDRQMh5KCSKOV2+BZxkqpY79kNACJe0wfTNE3XZLtwUC3MTFUbmZZds3h6ePdESc8MSpXZwmT0ZatPIC27l5LC3qtXcrArR7+ozW6Ubjr/zd5Ab+TB4lQrvOotf1OFhyIWigZCyAEliQUgYhULIaVw/tWu0p91/YOAiPszY2hF/sGWtj2bj5Sl1yw7Pbu7XNGLZ7uGtlaqtdllK09AqjRdm5mw91qbGdNmMLsXorKDI19U6Y26UgDjExCt8FVXm5Vsh28Akfda1mYmKkx15Ksuvfvm31Q2eToefCgaCCEHGCUBEaskSZNYmNWtsToitgezkeMT7cU176CSwOTMVIWRaWrX2KNOD+9uLmaMkraImaUacdnqEzBmuC79e5lZecGQ8OBmL6r0Rmma9gUwvuC96oqzWhEw2q4wKzOy1Rs9Vf9V92VXjp6/u/tmX3Qa+E1ImqYUDYSQA0wSC+3Ltn/4kyTRQXF03foxSZIkFlEEBCPXsuVsy9mQ8pF9GSxPR52eu3tmopKF8bGx8a6/ph1y2eIEVNcOi/yHWouFaNW9c2MBsbhgZjXpTGjh4PAXVT6lVJv+qCc9hbKVWckuMDnTnlpMvIOLC0JMjtfbce5gcar2Vb9tZjKLkpTPP3/3Ud8UExzKoGgghBx4Mt1gIwCy62xuELy2Ixcn7EGrOjYdWfF0/+7uaATfQpVftmQCqou6u2x2Bc9/71k97cxAtl7Xcyg7WP6iNp2S+UddbmlW2XWD/IEknqo2/5JXncST/t3zX/TQ91z+RZMAigZCyAFDyaJt8A6a40oCbWdFetIvXkAkMOatUXOD/ZHdmXEz0qxLk1gI2Q0MTni65zz3Zx3HK14NhfOL28u26/4V0tR49utClldhpKmSsucdUVLf2hss4r4cMVXZ07PKpTh6Txp7vgex2FdJqiJjr4fNqvSIm1DiH9jW/KcWF8Kz/BGl1xw+BZKDooEQcqAIUvJDL3gLgFRJ36x9tXWTKnOlO+e0VhhRP3ELX1n319ihbkDUT/qZJzuRQicG+jbROz3Lz0yUBOCSHvUAqxtMBp5yl61bP392BauEIpXYqRqbnV0zu1GQkuglVAAT48OmaiIM2axWclNKlQTq3hueAoDJWJl1+rBZuZPd44fv82Lmrw8aMZP9Jox+J2WnUzcMgaKBEHJgSGIhhMj7F4xfISjk6wKot/IjRcsZkGDNqbqoRypNkiQoj/RODfL/IxWeniyMj4kVG2cXC4sCUvn2aiWyvvRMN3iXTdMkbtWD6HwsdJlFbjL+NfUU1mIBs7buyShyQQWpklhIlSb97iZPaj8OpqTHtnzzapSZiFUSj55VkqZJ3IL7drwXaLRd0s/P373VYfN3mqPbt5cd+U5y31RqrplQNAyBooEQcmBIQluVpmlmOfL1jWsmlO3l6Nn1qG/qAIg4lmaoPb3vYg2RCqLlvp3Pn+6sZxILsbjge/vrwORMe2LcX+bmCgv9uYaJk/66OR9BmJqa6VrbqfUKgKkZ4V1yxJNmaQTGDxNOKe9QSddmxuqyLz0/yJBZCSG7Jf0YVkbMP3gnpfOfGDeCI+0JX45kymaTa5rHZ+bjSCgaCCEHC7dsNetOP8bvWfSSNXph4Z4GQW+vDlC0jQQBMGXqEHpRZrPC2WQG1NYQyljWUY9k6O1XEQDRS+JcWN3cNcjkT1RP6EfLGlgF2iiMIPhG1KgBJQMHvnlRraFPmne8BCGg8GVJlRrHidUNpbMygqO0SUNh/iXfFMYnRfjlRoCutFjR6ZhOspS+kxFfNBkORQMh5AAQJj/6sQbPNtjqvtxIqbK4hk6yy2Ub+MZK5+aPT0xl2Q1SJQvjWZ2hS7LzYvNSpUqahb6l1bOTtnOLIu3bt2n89iJu+ggvCxOjV8EKPYyV1KUuKdRGNHTGjHpRcaIkzJPawZvNCq73Uh1AfXxmqhBq8UVHoUmDN9J7hy4LIVQpvuFPQmeSLfmMosgkr7gLms4P5fmYZBQUDYSQ/Y4XtHZJDFFoTkJnu7/QVBJAJI35RC5H0jt5yGo4WckW/fpTrRuyhkSZ/cySINuA6AdpeIEOsCt61fUuYgm1SOr0jW5gFU7SG5baGEheHwx5Uf6T5m8v+oX3P4l6Ls3T3q+r0yEL2sLeJt+koTj/IHU06wMRDCs4k+ynUzOTACDa3jUj75GpG7YIRQMhZL+h4rBYMZfkGBVNiTGHpfsa5JatvXxMo+CDL1s39wIJgiBOYRwSYZq+yp3gGWgl4So5vdS/qZnJ4JrGSst6phvcS/HyJr2eA36IIfCmFF5UaTZomsRToiUW1vz7iGDDBnuJrsy31cqSHJ3YCdosACJes3uFpImsQ6yE13QBITPrXuBesuPE4oKwm2hIW0kBRFHw/qgVtgNFAyFkf6ENR84YOb+0ktmysp43pMJ44svyGb2Fu601sBbGa24YhQtxrRB67lxVYpC0aS0kaZrogn/BKd+kI+qvLWRKI4mnMDa+UGiTkPhXK0+h9AL7/qjMm2J9A96swhNhkwQLpaSZjQ7sb+J2jfLuV97mIZj/mA21qHwlpB2cZG2elTRxpXjOl2hJ3A51hKcbgitSN2wLigZCyD4kXDQbcyhXYqEtmx+/NpY2ONfP8nMjJ10bhl7X2k0l7RLVRDf0Qan0hby1eaAbAjtc7gxPZF0LBSVFLj3CXGNxQQAyjgVaLS0wtMUtxCnc1WOnoQqFiJm/QTvtg/W5V8pY9or9a4Wm3ksy9L0mK5m2y2Y1VW3+wPgEuivDUizNhBcmJ4WQPWnSLNHykiKHtV4o6gaydSgaCCH7E2O+jMFbiwXE4losAdSjrk3TW5wAxmbWzDmJUkmQzyi7OsQt9RaKvsDw7FrRsBXjFa1hA3PXKMndWzGL+cSmR6T2Y/98GxZR0rjejZ8gZ7BbPdtnQG+sYJ7QJQd0gynZe03NTG7S89FrHB1cIndwxczKz52Uqt8tm3/bJU4kcUu/xsmFtZI0CNiQzKLuMW0FVtD1wUsM8aRJP8k35iLbgaKBELJv8SL7sciiErcehZ+/p7oYn1nxkuf0vtIAgKNWMaTaXe9Zoez6eYFgegyEFtd4CMqSJEoS9b2fXXqEkrq9U9DkOE2VRMtl7pUabCWBKApDE1lMQw+fKsRy8lNK0zRN1OJMy3ccZNmTgYgx0QglEQYFBADRDsoyi06XIUmOwa5SwfeqVV+WehlGUoL5J8V2UgAmFvXRlbjoDSLbgqKBELKfyfwNxmb0nPPb2ojcHg9S1xr084Kg19IuCn9Jm33gHVSyaAtVZFtJBgUIQ9pTBuTW0290i+oVf5gruEjiCOHOkQvjObPrufYDX70RQU4aFaaUz/Es7flo7+09bLGtVhJPTYzbiI/TDYX565G5N+MFNQoT0EUuQf+o/OPotxpFRRFDLg6KBkLIfqE0EJ7PQDRlhUrC1NaFTIx3lZJAe2Yya14wBB3UKITgCyZY4xtxbUpL21MWtmDITmiZu5gyCF0TUVx/5/zv+vQwqGGuWLCWWaJo5A8uvtIRPR/t4G7hYe3nXiZHVxeyioJuKMn56Mq82yOOezr1cjLUQ93AH1SYv3lJ5viwd0K2DUUDIWR/oAPhaZrm6wLDQVY35OxUaiILMlapn2UI2Yugd3YMMxTrYrEn8+a1FXotygsQvPV96EIvTzNUMov721MKmze6GQAIeyzBzx4Ihg3LjbDvb/grVcWejzbnUbRyFn/4rPwH9QVTbmTebZB15wwnoD9oCX+M68fpBSC65vbD0lHJRUDRQAi5XHH9GAIroj+T/h6JNlU/9XRDoXkArFCwNqo7Mw7gaF6DKKl7DhUOhskBZQUIxaewgYUhNYfa0VDIoQyrPnzBYfMZh5th6bdJth/UZT+rIzX9EfKv1HeqDNUc5dUWQZZlEFvJ6jVK5x80sNJ1Di3TnTO75eTMFEqoI/SE6PmHUaHybFayfSgaCCGXJ34/hhJXf18YN7U2na1euFYuW6xmAfuw4qAr3xYalULdg9cfyGciJ2S0LXRtqvMpe/ktGBJZN55+vZGEDRDIYtDE1TW4e4mWzZrMUhRbdQRJoCZG45bmYy7DMFkQyOcWiHZ5mqQZ7PWCzFVbuINyRSnZyukG1QUwsRi6YrpS+G8LAKbiZCXfm8tWuwirU0ScZL8Soh3sUCkW+yr3q8LMxx2FooEQcvlhfQy+hzmolRCtOiIVLI/zhiHTDVmvIakXpoE590ei4NLOagLarXxgwkQ6ern7rslxRKWp/vYJnDHUm05lT6QX00JGyBVxJAszbdEV414CYpqmyeKE6fWUpYLGwmQG+MZeFyJGSr9Sv/yh8Hp1TKYV+iZ821AIs8AAABPvSURBVD+02iJ8LfpyvZZX6prEU6KFbj/UF6bDs6arkngSY+gq50Vykyy4cHRNqXZV+POPShQPdcNOQtFACLncCHs+5nWDI+jNHGY+ui6EdvsBZ04T07pAo01vtg43o/O6wTdaYfKdb5C0zVS2lWSh42RJmqG3BNcuhsliVEUq/ZmfAdj1aiHTNFf2WfDQ2MdIYhH6SPxXKiLYChRvRt3h1tdLOLAXCjw2dr/pXPWCMr23654/pouxicW+n9uRZVHkBFv2feZ6MfgXK9MNzIPcASgaCCGXJeU+hnythCuqC/Ll8/V1SSxQz8yx1xVaqhXfR28+iVaGRzrKkhn9rIVMCGhrZ3ZACNIMTTJfz8ZKWsj2dC7eKwvPWz+BN/VcYaWz2Dl7affFznwSKo6V3x7RH99rIRfgCGRQlYyH4Cv0jhebNWWzTxJzZ7GiYuHeQEmgCMgXlYRZIzlhQgfDTkPRQAi5XCnRDc6MtHpezmPBYClZOO4WqMCtkW8xg/TEXIKjDpS4BX9pMqNNeJDSz57wd8hylY9KxRKoF9znIq8bzMjATxDmFgwti/BLFUQL4f6WBfkVehv6nq1V0jTbRPZYZRkPur92LmWhdHsttx+m0okbkSrREpq67Be8A2szY2OiG/vVE2JxIbb+npxqIDsPRQMh5DImMHLebtG9lrGd5avJFWEta7AMBbKW0549c9l4xv2fxELXYBomrW7I8gHcIl9JhHGC0AaG7RucLmjBD4HYzEc/quJ7UAJ7n3vkvghyDPW5LXOK3XxrhG6wg4EjN+q3EMZ6PLxUyFxcBkL6oqF0ey3Z9USH8fIgUll1hSecFifGoKtaii/GE0neJploiSGlqmQnoWgghFxuhD5w31j6Jmeo8zmJ23735pKRmXch2xExu0/dc+/DWEH9j3xfAueJKOmZODXTQt1UXHhdIz1rZ6WKMJmZkRdVyXn1nWl35jNvsMNQTBvw/BMryuqGsnBPrueRbi8Z2YTQxG5XraWNKFRIukoQr0o0S7nwSkWEzuEQLcAkPNr0z8PehO2j9F3LqqxiIg1/NhLC5YMCEFLS2bCbUDQQQi4rMhvoTKeIV/ySRWsks2VnwcOeVe9XGOmLCVNqEFhcnbEgZHfoBgr53aLXso0tck8BP7PftIsAEJZKKImJ8TKvfsu/YF43hBkcSkK00MpmlrhdOaKoJDZh+zLnVvluTw+Y7arzTo5cfoNVYOaQp67MG7tV98LqdTN1lsRCKk8cOHKhomIyZNKX/sYhwYlMedxFKBoIIZcTyu61HEXW8vhLeedvSOKgBVDBUORGVrp3sUSyJZyRrnv3CuP73trX9EUIm0Fk3gg/E6Jo15SE2a4h79UX4RvwgieBKnIvIonbdXRVmiZJ3M0plpJSEC/3U9k9xoPnU0mgNvJ1K9nP/q5fuUiNt9Vmlh1qQkV9dzv7fbY9b0JbhJO2Baou38R/rCFvl+wEFA2EkL2jaPJNe0S7fs/Wr36yvjU5XtNG34NdMnJzGxL6xu3BdqZZlHQbQ+TvNaSCwF4yiUsyIbKJZ/7/JBb2ucOReWeGCRR4S//MNx85b8hUVoCY5LblzOIkmaCR+VxEPc6s8ldsxCQfoXEyJAwA5XRJ0ovQgs2cKLyutuvZZG7f0wUUI0oobHKmm3AQpKFq2D0oGgghe0SuZNA1gZbKcxLIerGvUrBydVfLG4ogKjF0CgVjnz+ovGIHmx9QYpRsXMDKoMSvO/AnYp9P+R0Ru26pnRsZGGLVRT1SaZJob4fND1USQFdK3Rmh5T9CWvAQ+CmQ2duy4YXMb6KzDLv2fCNCYhv5saba60hhalxK2loZF4R5v34iae4bsKmi/dCrYtSF3kAklG5OJ5Q01SI7B0UDIWQvCOPw1uSbMn3R1v/s+ytg36DlTi/VDBc9P0NbWB/DJvfKhfF1tcCI1bx3mvP/F2sQvZW46ZWUlSoag13Prrk2UwfQzno+5jJAlQSCja3bww15fhMHOyirlDQHbMCh7TkoRLAvhrnESqHTVe5lBn20dHZHsJFY0ZmUZj0eCr8OZLegaCCEXHJGm3xtPLQhDBoqu1Vm0AJoiAf7IhSE7+tOpC7qiyL4LRgKZI0UA5M/lQ+PqOJWizY1w/fpx3qzbPs6nCn1MhlNgygEuz4lsQiVgfCdJDmT7bI2C4a8uIlDmsSipQs3talOsl0hJscnpsLJOx9GPnKRe37zRJnc0tPtm0nnciSLYq2Yz0B2GYoGQsilZnOTn+vlXEqWWl/0hVttsU3yIXGdIFByL6V7PkoZ3xk2UkwT2coaUFZtOBTmUwYT6BfDLEksUEdXpUk8NTEednUokxHBtlVBjWVxeqE08bMvSmSEvp2/LUaayLrXJWNkcaywQswpIDh1FvTa2mlnEtkOFA2EkL3AN/l1f5WpjMkPEvjDs3LFjztuSbQd9S6exMLbU9sOct57VSF3rywHIrfM19Y1jqf8flFJ7G0IWZJLaEs1RNyXpcpA98K0MmJ00D/MTkgL7oEyBZCPNZkmDRVKXgs5jP6AMTjfjddra8QrJbsORQMhZI/QpsQLWpcPCB0S+RZASZm2uGh6reBeXuzerbvzu3X7CZoiTpJYCr/QI+f58C2l778wNrnf9ZREOAFthgt7hetIg+3Y6CuD4uC8bggMeaTCMQVxo/xES7/WojDMZSOM+oaUzDlKwhzJ3XAmke1C0UAIuVQUHQM6P9/zbVsDlU+FH5HqtjO6wQv5Z2WOeSvo7rVi4gc6ua+1dc+HC0CYcpFu/l4FM+zZbrNddbDoz/oxeM2zAbgujXkPQaLiWOUmWozL+NkJfgFFCyi+8kI9Q9WSV99vsuLeoZIoOHjIHkPRQAi5FJT7CdJUdTMvdEkCvx011IO9Q2V2Qeaj+zkrgSjeqz1jjspe11udV1YwYecGJW3LiSBxUfZjofM7/CKChXEjG4pdLmxFaOYAWJkZd3ttD80tKHsN+sDiRMkWEosLBW3hRQ+KvpfKei78JenZZt+74Uwi24OigRCy+2zqJygYl1zW2wgP9g5Yk3AtrCRMNcCIeynX6ylvjKsZucBAFvbDFC3vEtoN4VdgmF4IXo6A9XaU7m0d3tVWYwaCw35ekp1gD9stJIKkTFm3W2aV9siqRnDvSxGEItuAooEQstts5icooZApX01b7MwE9aZN9l56d2zTOkAv2/0WSUHYvxhVKdaIlCQzIrcf5tTUTJb26Ld5sE57rxVm8BaU7d/olM6QFMxhzQ/yYZFc7wk907DSIzf97Sm5JBbhvppZ0gR7Nl1WUDQQQnadLfoJqq9Wt64ZRqywQ2dDaNr10r4tF5xKMGbaa8pcGlVBFnsZ0qtASUjV8/tIZoOVBBBJW56aqDju+R0kszPsdtCV2lfknQnGb1E8KUuqzImbkg2zwyeqkMQw5JvZRWcS2SEoGgghu08FP0GhEq/aRbdkT7aywg5P7AJhP2Vv84PI9DrKP5F304JOyEc6gg2x3Wd6ZFZ9qu/c95RBEot2CyUMqziIWrlnU9I9zChxk20hEb5A2XUhkqBj5nbM/K46k8gOQdFACNkrtmMOtq4t/DPLXPr5QbmWBD5BvqHp6Fw0wcUnKmYgKn+9ni3pbXaCX4Xh64ZcgwqtDMJGWEksRFeMo9yVv7krwhVtloobL9WiLFtiO9/LJlAzXF5QNBBC9oSLyJjbBgUnd2Vb5OU7+OvpkhC7398wFBlpvjzSS4noSu9CVkuUt6NA4Ui9bHDqVMWQB/JdEXabzWz3zJ43OBA3kc271E9Z6lPZ0a/00v6SkApQNBBCLh3b9xNc5H23vVdFyXq6kAzhP9GICIi1qVnMP5tV39Vfls3K1VlMhu8ttzVDDl83jOikadSPyuZUJm7SVMWtunVDlDkoyttHbou9+iUhVaBoIIRcGeRX2MEnQ9sLFloXmNBEqcTYNALiYg25PMt2W0B3MvJdCTZfoR20THLtC/TWTn7pZTA5rwHzyE6a+pVk22wWxI15sJV4Etl21SNeYPFjcoCgaCCEHFy2tFdFpcIK3RHZZT6G40ZHQJxZr8PbwFP3V2xl5ZRBBYFuieAu7SsDM9jlDw7rJzGyQ4ZUSXGbTSduhNYtJge0O9IrQ64AKBoIIQcT59Wv0iaoQmFFWeajd4FNIyBj6Co7K29TamRNq2WwsbbfaCHrzRAqg5VNyw221Ekz7yJwg1vOmSFLNxIjVwwUDYSQg0iFFfbQwUMLKzZbYo+IgCxOjNXFotfgORYiVp48GaZmtlyIGHwysvmBJ2xM/MP1i2jdKfMqBt7cqRuuVCgaCCEHj62ssLdfWGFvVSECksQiaL+cxMJt9zyy6WFpBcGwOQ4poyjTHBPjQZ9HtPXO2rql1Pvh7aXtF1GwP+MVDkUDIeQAUr294PYLKypFQBK7K7SSQD3bPWrTWY2qIChs+rXlcgPlOmKbA93cyVom2MaU7M9INBQNhJCDyJa8+tsrrKgUAUmCCMSUZ93D3Ro2XbVfVCFikOOZxG7TqXyTBq8FJPszkhIoGgghVw65HMHKhRUlVI6AlAwsuhV20xArCb1ddqg5vM5SKhZCds2gkYKEmuFKh6KBEHKF4Lz6WyusGEIhAiKk22gyieNgzT78qrvc9HBUjmeY5Oh21hjpP2Fw4sqGooEQcpAp8epvqbBiBIED33kqlDTbQTi3w/CODduJNVSnQo5nsjBeR1sUmzQEe2bt/lTJPoGigRByRbGl1gVbREmgJfL2FxBSjnI27BZbyfFkH0dSCYoGQsiVRfXCiqqX83MM2zDNHYtj9sQmD83xNPUS3sS0hyEeGUwhVzoUDYSQK4wdrAsozTEsX7S7jRwuNSU5nr67Jd+zAlKVdckmJE0pGgghJE3T7WiGETmGZbrh0qmGokrI5WrkpzI6VZMQx88UYlyEEHKlMVia7izLxblG5TNWZ2sdqPS0bZW4+siyOHm7uUB0OlXH5pu12VV3g+Y87Oe7x+psrdacP6aSGPNNe/vG3HoSi+WOm9DG2cSd1Lj9pDjz7cFuz40cBPZatRBCyN5wMXUBF9NHchcpTcxwkxuf8Oo5cl4SehpIFWppml4CaUIIIQeNwdJ0c35DKoVO50ycrDs/xWBp+q6zx06eOD0XjbrAbkzo7KLzfqzO1jrLANCOk2/ONQZL082HTmbz1LPPTpW+04SQoVA0EELIdtGWVwSKYQ9Zna2daifrc41ML7SA96v0xCM6lAL7cUaoIwjZFOY0EEJINQZL07VabXrJBf91rsCGlz2wp0T3xJhv1mq1WmdZ9iTwfpWejhCdkDjz7UGQdaFpzK2nVAxkC1A0EELI5pQnGKIsx3APacytZ7HnE9edEVjuzK7qHM1jf9zsLGNDSwqNr34IqQbDE4QQshmFWok8ujricglTZOjoSR24Hrjhcsi6IPseigZCCBnN0ATDyyaZISPLsVg5Nn/3snf8spso2a8wPEEIIaNp3HIMpo3B6qxOGNCdp49dLskMQBhAuRteAeXllHVB9jv0NBBCyGZ49Yl+ceJqoRxhzxgdQMmqQ1lXSS4SigZCCNkel49mqBBAuTyzLsh+g+EJQgjZBlvvPL2LVAigNObWU5ZXkouFooEQQqqyOmsLFpvzxy4jb3/QoUGlqZmZ6dCw17MjBweGJwgh5KBy+QRQyAHh0F5PgBBCyG6gAygqpWIgOwfDE4QQcnC4bAMo5GDA8AQhhBBCKkFPAyGEEEIqQdFACCGEkEpQNBBCCCGkEhQNhBBCCKkERQMhhBBCKkHRQAghhJBKUDQQQgghpBIUDYQQQgipBEUDIYQQQipB0UAIIYSQSlA0EEIIIaQSFA2EEEIIqQRFAyGEEEIqQdFACCGEkEpQNBBCCCGkEhQNhBBCCKkERQMhhBBCKkHRQAghhJBKUDQQQgghpBIUDYQQQgipBEUDIYTsO1Znaz6zq7t5o927Otl3UDQQQsi+YnW2VutApRYllzu16aXBbtwsOp2mp6PduDLZl9TSNN3rORBCCKnK6mytAxVa8sHSdHP+mKJ5J7sNPQ2EELKPGHz7TPFgY249cwgMlqZr00urS9NZ6CLnghi4T0Z9lMUk8uGJoacHJzOicWChaCCEkH1EY25RYrkz0ixvzHfmjykTutiYb9qxg6Xp5jziJE3TNE1izDet4Q8+SpVc7hQDHkNPzzwdfryEuuFgkhJCCNlfJLFwf8WlKnwkMuNvDph/Kxl+lCqZnV74qDBi1On+KHKgoaeBEEL2G425dfM3PInFcqcQKzh2S8ONveUYNh56dACsPrIMcfJ29xGabYHlR1ZN0MM/q4QRp0cnNvV+kIMBRQMhhOxfjHwIoxCi3Rw2fmO+6aUeNOc33Ecjztr09Oi0ky/MaTjIUDQQQsj+YbA0XWaSoxMSOPPtzasuS0IQWcnFxtnkYk533g8lUZYRQQ4CFA2EELJ/aNx+0oQEitjwgo5GGFxUITohhymDxi3HNhUdI07PDTytKo4k+w6KBkII2Udk1RP+Sn51ttZZFvE9tkvDxvxd5uPV2c4y5OJcAwCie2Lh+wBWZ20yRHRPLNxZ5Q6N4aevzgZJFauPLFcKdpB9yO7lWBJCCNkdlAz+kHtRgyQWgIxdeUWuqiEovAg/LKvJyNdFDD09mFFZHQY5ELAjJCGEHCDYHJLsJgxPEEIIIaQSFA2EEEIIqQTDE4QQQgipBD0NhBBCCKkERQMhhBBCKkHRQAghhJBKUDQQQgghpBIUDYQQQgipBEUDIYQQQipB0UAIIYSQSlA0EEIIIaQSFA2EEEIIqQRFAyGEEEIqQdFACCGEkEpQNBBCCCGkEv8fwfgmuBpmXVsAAAAASUVORK5CYII=" /></p>
 <!-- rnb-plot-end -->
 <!-- rnb-chunk-end -->
@@ -315,7 +315,7 @@ <h1>Variable importance for RF</h1>
 <h1>Trophic levels</h1>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
-<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
+<!-- rnb-plot-begin -->
 <p><img src="data:image/png;base64,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" /></p>
 <!-- rnb-plot-end -->
 <!-- rnb-chunk-end -->
diff --git a/src/src.Rproj b/src/specVisKili.Rproj
similarity index 100%
rename from src/src.Rproj
rename to src/specVisKili.Rproj

From 4c8c0867601bd80e84c588f0746fc3ec1fee1aef Mon Sep 17 00:00:00 2001
From: Thomas Nauss <nauss@staff.uni-marburg.de>
Date: Tue, 16 Jun 2020 15:35:04 +0200
Subject: [PATCH 57/65] Update

---
 src/000_set_environment.R                     |  2 +-
 src/000_setup_windows.R                       | 50 ++++++++++++++-----
 src/120_compile_analyse_biodiv_sr.R           |  3 +-
 src/500_analyse_biodiv_sr.Rmd                 | 10 ++--
 src/500_analyse_biodiv_sr.nb.html             | 11 ++--
 src/510_analyse_biodiv_sr_elev_res.Rmd        |  7 ++-
 src/510_analyse_biodiv_sr_elev_res.nb.html    | 34 +++++--------
 src/{ => functions}/001_functions.R           |  0
 ...{specVisKili.Rproj => hySpecVisKili.Rproj} |  0
 9 files changed, 67 insertions(+), 50 deletions(-)
 rename src/{ => functions}/001_functions.R (100%)
 rename src/{specVisKili.Rproj => hySpecVisKili.Rproj} (100%)

diff --git a/src/000_set_environment.R b/src/000_set_environment.R
index 6db065b..4ae145d 100644
--- a/src/000_set_environment.R
+++ b/src/000_set_environment.R
@@ -74,6 +74,6 @@ rasterOptions(tmpdir = path_temp)
 
 saga_cmd = "C:/OSGeo4W64/apps/saga-ltr/saga_cmd.exe"
 # initOTB("C:/OSGeo4W64/bin/")
-initOTB("C:/OSGeo4W64/OTB-6.2.0-Win64/bin/")
+# initOTB("C:/OSGeo4W64/OTB-6.2.0-Win64/bin/")
 
 
diff --git a/src/000_setup_windows.R b/src/000_setup_windows.R
index 4f626ae..2a3e6bd 100644
--- a/src/000_setup_windows.R
+++ b/src/000_setup_windows.R
@@ -1,19 +1,41 @@
 # Set environment for environmental information systems analysis
+require(envimaR)
 
-root_folder = path.expand("~/analysis/globalTreeWater/")
-fcts_folder = file.path(root_folder, "EI-GlobalTreeWater/src/functions/")
+root_folder = path.expand("~/plygrnd/hySpecVisKili/")
+fcts_folder = file.path(root_folder, "hySpecVisKili/src/functions/")
 
 project_folders = c("data/",
-                    "data/biomass_2010_gsv/",
-                    "data/ecoregions/",
-                    "data/gee_landcover_rainfall/",
-                    "data/graphics/",
-                    "data/maped_datasets/",
-                    "data/rds_data/",
-                    "data/tree_water_content/",
-                    "data/tmp/")
+                    "data/biodiv",
+                    "data/020_hypspec_org/",
+                    "data/025_hypspec_aio/",
+                    "data/030_hypspec_nrm/",
+                    "data/040_hypspec_vegidcs/",
+                    "data/050_hypspec_kmdc/",
+                    "data/060_hypspec_raoq/",
+                    "data/070_hypspec_glcm/",
+                    "data/090_hypspec_pred/",
+                    "data/100_comb_gpm_sr/",
+                    "data/110_model_gpm_sr/",
+                    "data/120_compile_analysis_sr/",
+                    "data/200_comb_gpm_sr_res/",
+                    "data/210_model_gpm_sr_res/",
+                    "data/220_compile_analysis_sr_elev_res/",
+                    "data/300_model_gpm_sr_indp/",
+                    "data/310_comb_gpm_sr_elev_res_indp/",
+                    "data/320_model_gpm_sr_elev_res_indp/",
+                    "data/500_analysis_sr/",
+                    "data/510_analysis_sr_elev_res/",
+                    "data/plots/",
+                    "data/rdata/",
+                    "data/meta/",
+                    "data/output/",
+                    "data/vis/",
+                    "data/temp/")
 
-libs = c("colorspace", "gdalUtils", "ggplot2", "maptools", "mapview", "raster", "RColorBrewer", "rgdal", "sp", "sf", "tmap")
+libs = c("biodivTools", "CAST", "corrplot", "doParallel", "grid", "gridExtra", 
+         "gpm", "ggplot2", "ggbiplot", "hsdar", "rgeos", "ggplot2", "mapview", 
+         "raster", "RStoolbox", "reshape2", "rgdal", "satelliteTools", "sp", 
+         "spacetime", "vegan")
 
 envrmt = createEnvi(root_folder = root_folder,
                     fcts_folder = fcts_folder,
@@ -23,6 +45,10 @@ envrmt = createEnvi(root_folder = root_folder,
                     alt_env_root_folder = "F:\\BEN\\edu")
 
 # More settings
-rasterOptions(tmpdir = envrmt$path_tmp)
+rasterOptions(tmpdir = envrmt$path_temp)
 mapviewOptions(basemaps = mapviewGetOption("basemaps")[c(3, 1:2, 4:5)])
+saga_cmd = "C:/OSGeo4W64/apps/saga-ltr/saga_cmd.exe"
+# initOTB("C:/OSGeo4W64/bin/")
+initOTB("C:/OSGeo4W64/OTB-6.2.0-Win64/bin/")
+
 
diff --git a/src/120_compile_analyse_biodiv_sr.R b/src/120_compile_analyse_biodiv_sr.R
index 53ecd31..8f8e36f 100644
--- a/src/120_compile_analyse_biodiv_sr.R
+++ b/src/120_compile_analyse_biodiv_sr.R
@@ -1,7 +1,8 @@
 # Combine species richness model results in one variable.
-source("C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
 
 
+root_folder = path.expand("~/plygrnd/hySpecVisKili/")
+source(file.path(root_folder, "hySpecVisKili/src/000_setup_windows.R"))
 dir.create(path_compile_analysis_sr, showWarnings = FALSE)
 
 
diff --git a/src/500_analyse_biodiv_sr.Rmd b/src/500_analyse_biodiv_sr.Rmd
index 616ea8a..808aee1 100644
--- a/src/500_analyse_biodiv_sr.Rmd
+++ b/src/500_analyse_biodiv_sr.Rmd
@@ -4,12 +4,12 @@ output: html_notebook
 ---
 
 ```{r, include = FALSE}
-source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
-
-dir.create(path_analysis_sr, showWarnings = FALSE)
-
-all_models = readRDS(file.path(path_compile_analysis_sr, "models_sr.rds"))
+# Set up working environment and defaults --------------------------------------
+root_folder = path.expand("~/plygrnd/hySpecVisKili/")
+source(file.path(root_folder, "hySpecVisKili/src/000_setup_windows.R"))
 
+all_models = readRDS(file.path(envrmt$path_120_compile_analysis_sr, 
+                               "models_sr.rds"))
 
 # Collect model performance
 gam_sr = modelPerformance(all_models[["gam"]])
diff --git a/src/500_analyse_biodiv_sr.nb.html b/src/500_analyse_biodiv_sr.nb.html
index 80b35d2..9b0d2a5 100644
--- a/src/500_analyse_biodiv_sr.nb.html
+++ b/src/500_analyse_biodiv_sr.nb.html
@@ -196,12 +196,12 @@ <h1>Compare PLS and RF</h1>
 <h1>Check performance of PLS and RF</h1>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
-<!-- rnb-output-begin 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 -->
+<!-- rnb-output-begin 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 -->
 <pre><code>[1] \elui\
  [1] ptype           resp            Resample        mtype_pls       ncomp           nvars_pls       RMSE_pls       
  [8] Rsquared_pls    MAE_pls         RMSE_normSD_pls Level_pls       mtype_rf        mtry            nvars_rf       
 [15] RMSE_rf         Rsquared_rf     MAE_rf          RMSE_normSD_rf  Level_rf       
-&lt;0 Zeilen&gt; (oder row.names mit Länge 0)
+&lt;0 Zeilen&gt; (oder row.names mit Länge 0)
 RMSE (1 - PLS/RF):  
 Var number (RF/PLS):  
 Levels with PLS is better: 0 0 0 0 0 0 
@@ -279,8 +279,9 @@ <h1>Collect variable importance</h1>
 <h2>Number of variables</h2>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
-<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxuYGBgclxucGxzX3JmX3NyX2xvbmcgPSBtZWx0KHBsc19yZl9zcltwbHNfcmZfc3IkUmVzYW1wbGUgPT0gXFxNZWFuXFwsIGMoMSwgMiwgNiwgMTMpXSwgaWQudmFycyA9IGMoXFxwdHlwZVxcLCBcXHJlc3BcXCkpXG5cbmBgYFxuYGBgIn0= -->
-<p><code>r</code>r pls_rf_sr_long = melt(pls_rf_sr[pls_rf_sr$Resample == , c(1, 2, 6, 13)], id.vars = c(, ))</p>
+<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxuYGBgclxuYGBgclxuYGBgclxucGxzX3JmX3NyX2xvbmcgPSBtZWx0KHBsc19yZl9zcltwbHNfcmZfc3IkUmVzYW1wbGUgPT0gXFxNZWFuXFwsIGMoMSwgMiwgNiwgMTMpXSwgaWQudmFycyA9IGMoXFxwdHlwZVxcLCBcXHJlc3BcXCkpXG5cbmBgYFxuYGBgXG5gYGBcbmBgYCJ9 -->
+<p><code>r</code>r <code>r</code>r pls_rf_sr_long = melt(pls_rf_sr[pls_rf_sr$Resample == , c(1, 2, 6, 13)], id.vars = c(, ))</p>
+<pre><code></code></pre>
 <pre><code></code></pre>
 <!-- rnb-source-end -->
 <!-- rnb-output-begin eyJkYXRhIjoiRXJyb3IgaW4gbWVsdChwbHNfcmZfc3JbcGxzX3JmX3NyJFJlc2FtcGxlID09IFxcTWVhblxcLCBjKDEsIDIsIDYsIDEzKV0sICA6IFxuICBvYmplY3QgJ3Bsc19yZl9zcicgbm90IGZvdW5kXG4ifQ== -->
@@ -325,7 +326,7 @@ <h1>Trophic levels</h1>
 <!-- rnb-text-end -->
 </div>
 
-<div id="rmd-source-code">---
title: "500 Analyse Biodiv-RS"
output: html_notebook
---

```{r, include = FALSE}
source("C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")

dir.create(path_analysis_sr, showWarnings = FALSE)

all_models = readRDS(file.path(path_compile_analysis_sr, "models_sr.rds"))


# Collect model performance
gam_sr = modelPerformance(all_models[["gam"]])
pls_sr = modelPerformance(all_models[["pls"]])
rf_sr = modelPerformance(all_models[["rf"]])

summary(gam_sr)
summary(pls_sr)
summary(rf_sr)

# Get trophic levels
tl = read.table(file.path(path_meta, "trophic_levels.csv"), header = TRUE, sep = ";")
gam_sr = merge(gam_sr, tl, by.x = "resp", by.y = "Species")
pls_sr = merge(pls_sr, tl, by.x = "resp", by.y = "Species")
rf_sr = merge(rf_sr, tl, by.x = "resp", by.y = "Species")

# Arrange levels and species names
pls_sr$Level = factor(pls_sr$Level, levels(pls_sr$Level)[c(1, 5, 4, 3, 6, 2)] )
pls_sr$resp = as.character(pls_sr$resp)
pls_sr$resp = substr(pls_sr$resp, 3, nchar(pls_sr$resp))
pls_sr$resp = gsub("(^[[:alpha:]])", "\\U\\1", pls_sr$resp, perl=TRUE)
pls_sr$resp = factor(pls_sr$resp, unique(pls_sr$resp[order(pls_sr$Level, pls_sr$resp)]))


rf_sr$Level = factor(rf_sr$Level, levels(rf_sr$Level)[c(1, 5, 4, 3, 6, 2)] )
rf_sr$resp = as.character(rf_sr$resp)
rf_sr$resp = substr(rf_sr$resp, 3, nchar(rf_sr$resp))
rf_sr$resp = gsub("(^[[:alpha:]])", "\\U\\1", rf_sr$resp, perl=TRUE)
rf_sr$resp = factor(rf_sr$resp, unique(rf_sr$resp[order(rf_sr$Level, rf_sr$resp)]))
```

# Compare PLS and RF
```{r, echo=FALSE}
models_sr = rbind(pls_sr[, -4], rf_sr[, -4])
models_sr$mptype = paste0(models_sr$mtype, "_", models_sr$ptype)
models_sr$mptype = factor(models_sr$mptype, levels = c("pls_elsp", "rf_elsp",
                                                       "pls_elui", "rf_elui",
                                                       "pls_kmra", "rf_kmra",
                                                       "pls_spec", "rf_spec"))

ggplot(data = models_sr[models_sr$mtype == "pls" & 
                          (models_sr$ptype == "elui" | models_sr$ptype == "spec"),], 
       aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
  geom_boxplot() +
  geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
  scale_fill_brewer(palette="Dark2") + 
  theme_bw() + 
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
  labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))



ggplot(data = models_sr[models_sr$mtype == "rf" & 
                          (models_sr$ptype == "elui" | models_sr$ptype == "spec"),], 
       aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
  geom_boxplot() +
  geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
  scale_fill_brewer(palette="Dark2") + 
  theme_bw() + 
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
  labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))


ggplot(data = models_sr[models_sr$mtype == "rf" & models_sr$ptype == "spec",], 
       aes(x = resp, y = RMSE_normSD, fill = Level)) + 
  geom_boxplot() +
  geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
  scale_fill_brewer(palette="Dark2") + 
  theme_bw() + 
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
  labs(list(x = "Species richness", y = "RMSEn", fill = "Trophic level"))
```

```{r, echo=FALSE}
pls_rf_sr = merge(pls_sr, rf_sr, by = c("ptype", "resp", "Resample"), all.y = TRUE)
colnames(pls_rf_sr)[grep("\\.x", colnames(pls_rf_sr))] = 
  gsub("\\.x", "_pls", colnames(pls_rf_sr)[grep("\\.x", colnames(pls_rf_sr))])
colnames(pls_rf_sr)[grep("\\.y", colnames(pls_rf_sr))] = 
  gsub("\\.y", "_rf", colnames(pls_rf_sr)[grep("\\.y", colnames(pls_rf_sr))])
# nrow(pls_rf_sr)

ptypes = c("elui", "kmra", "spec", "elsp")
perf_check = lapply(ptypes, function(pt){
  subdf = pls_rf_sr[!is.na(pls_rf_sr$RMSE_pls) & 
                      pls_rf_sr$ptype == pt &
                      pls_rf_sr$Resample == "Mean", ]
  rownames(subdf[subdf$RMSE_pls < subdf$RMSE_rf, ])
})
names(perf_check) = ptypes
```

# Check performance of PLS and RF
```{r, echo = FALSE}
for(i in seq(length(perf_check))){
  rmse_perf = sort(round(1-pls_rf_sr[as.numeric(perf_check[[i]]), "RMSE_pls"] / 
                           pls_rf_sr[as.numeric(perf_check[[i]]), "RMSE_rf"],2))
  var_rf_prct = sort(round(pls_rf_sr[as.numeric(perf_check[[i]]), "nvars_rf"] / 
                             pls_rf_sr[as.numeric(perf_check[[i]]), "nvars_pls"],2))
  level_pls = sort(table(pls_rf_sr[as.numeric(perf_check[[i]]), "Level_pls"]))
  print(names(perf_check[i]))
  print(pls_rf_sr[as.numeric(perf_check[[i]]),])
  cat("RMSE (1 - PLS/RF):", rmse_perf, "\n")
  cat("Var number (RF/PLS):", var_rf_prct, "\n")
  cat("Levels with PLS is better:", level_pls, "\n")
  cat("\n\n")
}
```

# Collect variable importance
## Number of variables
```{r}
pls_rf_sr_long = melt(pls_rf_sr[pls_rf_sr$Resample == "Mean", c(1, 2, 6, 13)], id.vars = c("ptype", "resp"))
ggplot(data = pls_rf_sr_long, aes(x = variable, y = value, fill = ptype)) +
  geom_boxplot() + 
  labs(list(x = "Models", y = "Number of variables" ,
            fill = "Predictor Set")) +
  theme_bw()
```


# Variable importance for PLS
```{r, echo=FALSE}
var_imp <- compVarImp(all_models[["pls"]][["spec"]]@model[[1]], scale = FALSE)
# plotVarImp(var_imp)
plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
```

# Variable importance for RF
```{r, echo=FALSE}
var_imp <- compVarImp(all_models[["rf"]][["spec"]]@model[[1]], scale = FALSE)
# plotVarImp(var_imp)
plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
```


# Trophic levels
```{r}
var_imp_levels = var_imp
for(i in seq(length(var_imp_levels))){
  var_imp_levels[[i]]$RESPONSE = tl$Level[grep(var_imp_levels[[i]]$RESPONSE[1], tl$Species)]
}
plotVarImpHeatmap(var_imp_levels, xlab = "Species", ylab = "Band")
```




When you save the notebook, an HTML file containing the code and output will be saved alongside it (click the *Preview* button or press *Ctrl+Shift+K* to preview the HTML file).

The preview shows you a rendered HTML copy of the contents of the editor. Consequently, unlike *Knit*, *Preview* does not run any R code chunks. Instead, the output of the chunk when it was last run in the editor is displayed.
</div>
+<div id="rmd-source-code">---
title: "500 Analyse Biodiv-RS"
output: html_notebook
---

```{r, include = FALSE}
# Set up working environment and defaults --------------------------------------
root_folder = path.expand("~/plygrnd/hySpecVisKili/")
source(file.path(root_folder, "hySpecVisKili/src/000_setup_windows.R"))

all_models = readRDS(file.path(envrmt$path_120_compile_analysis_sr, 
                               "models_sr.rds"))

# Collect model performance
gam_sr = modelPerformance(all_models[["gam"]])
pls_sr = modelPerformance(all_models[["pls"]])
rf_sr = modelPerformance(all_models[["rf"]])

summary(gam_sr)
summary(pls_sr)
summary(rf_sr)

# Get trophic levels
tl = read.table(file.path(path_meta, "trophic_levels.csv"), header = TRUE, sep = ";")
gam_sr = merge(gam_sr, tl, by.x = "resp", by.y = "Species")
pls_sr = merge(pls_sr, tl, by.x = "resp", by.y = "Species")
rf_sr = merge(rf_sr, tl, by.x = "resp", by.y = "Species")

# Arrange levels and species names
pls_sr$Level = factor(pls_sr$Level, levels(pls_sr$Level)[c(1, 5, 4, 3, 6, 2)] )
pls_sr$resp = as.character(pls_sr$resp)
pls_sr$resp = substr(pls_sr$resp, 3, nchar(pls_sr$resp))
pls_sr$resp = gsub("(^[[:alpha:]])", "\\U\\1", pls_sr$resp, perl=TRUE)
pls_sr$resp = factor(pls_sr$resp, unique(pls_sr$resp[order(pls_sr$Level, pls_sr$resp)]))


rf_sr$Level = factor(rf_sr$Level, levels(rf_sr$Level)[c(1, 5, 4, 3, 6, 2)] )
rf_sr$resp = as.character(rf_sr$resp)
rf_sr$resp = substr(rf_sr$resp, 3, nchar(rf_sr$resp))
rf_sr$resp = gsub("(^[[:alpha:]])", "\\U\\1", rf_sr$resp, perl=TRUE)
rf_sr$resp = factor(rf_sr$resp, unique(rf_sr$resp[order(rf_sr$Level, rf_sr$resp)]))
```

# Compare PLS and RF
```{r, echo=FALSE}
models_sr = rbind(pls_sr[, -4], rf_sr[, -4])
models_sr$mptype = paste0(models_sr$mtype, "_", models_sr$ptype)
models_sr$mptype = factor(models_sr$mptype, levels = c("pls_elsp", "rf_elsp",
                                                       "pls_elui", "rf_elui",
                                                       "pls_kmra", "rf_kmra",
                                                       "pls_spec", "rf_spec"))

ggplot(data = models_sr[models_sr$mtype == "pls" & 
                          (models_sr$ptype == "elui" | models_sr$ptype == "spec"),], 
       aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
  geom_boxplot() +
  geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
  scale_fill_brewer(palette="Dark2") + 
  theme_bw() + 
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
  labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))



ggplot(data = models_sr[models_sr$mtype == "rf" & 
                          (models_sr$ptype == "elui" | models_sr$ptype == "spec"),], 
       aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
  geom_boxplot() +
  geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
  scale_fill_brewer(palette="Dark2") + 
  theme_bw() + 
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
  labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))


ggplot(data = models_sr[models_sr$mtype == "rf" & models_sr$ptype == "spec",], 
       aes(x = resp, y = RMSE_normSD, fill = Level)) + 
  geom_boxplot() +
  geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
  scale_fill_brewer(palette="Dark2") + 
  theme_bw() + 
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
  labs(list(x = "Species richness", y = "RMSEn", fill = "Trophic level"))
```

```{r, echo=FALSE}
pls_rf_sr = merge(pls_sr, rf_sr, by = c("ptype", "resp", "Resample"), all.y = TRUE)
colnames(pls_rf_sr)[grep("\\.x", colnames(pls_rf_sr))] = 
  gsub("\\.x", "_pls", colnames(pls_rf_sr)[grep("\\.x", colnames(pls_rf_sr))])
colnames(pls_rf_sr)[grep("\\.y", colnames(pls_rf_sr))] = 
  gsub("\\.y", "_rf", colnames(pls_rf_sr)[grep("\\.y", colnames(pls_rf_sr))])
# nrow(pls_rf_sr)

ptypes = c("elui", "kmra", "spec", "elsp")
perf_check = lapply(ptypes, function(pt){
  subdf = pls_rf_sr[!is.na(pls_rf_sr$RMSE_pls) & 
                      pls_rf_sr$ptype == pt &
                      pls_rf_sr$Resample == "Mean", ]
  rownames(subdf[subdf$RMSE_pls < subdf$RMSE_rf, ])
})
names(perf_check) = ptypes
```

# Check performance of PLS and RF
```{r, echo = FALSE}
for(i in seq(length(perf_check))){
  rmse_perf = sort(round(1-pls_rf_sr[as.numeric(perf_check[[i]]), "RMSE_pls"] / 
                           pls_rf_sr[as.numeric(perf_check[[i]]), "RMSE_rf"],2))
  var_rf_prct = sort(round(pls_rf_sr[as.numeric(perf_check[[i]]), "nvars_rf"] / 
                             pls_rf_sr[as.numeric(perf_check[[i]]), "nvars_pls"],2))
  level_pls = sort(table(pls_rf_sr[as.numeric(perf_check[[i]]), "Level_pls"]))
  print(names(perf_check[i]))
  print(pls_rf_sr[as.numeric(perf_check[[i]]),])
  cat("RMSE (1 - PLS/RF):", rmse_perf, "\n")
  cat("Var number (RF/PLS):", var_rf_prct, "\n")
  cat("Levels with PLS is better:", level_pls, "\n")
  cat("\n\n")
}
```

# Collect variable importance
## Number of variables
```{r}
pls_rf_sr_long = melt(pls_rf_sr[pls_rf_sr$Resample == "Mean", c(1, 2, 6, 13)], id.vars = c("ptype", "resp"))
ggplot(data = pls_rf_sr_long, aes(x = variable, y = value, fill = ptype)) +
  geom_boxplot() + 
  labs(list(x = "Models", y = "Number of variables" ,
            fill = "Predictor Set")) +
  theme_bw()
```


# Variable importance for PLS
```{r, echo=FALSE}
var_imp <- compVarImp(all_models[["pls"]][["spec"]]@model[[1]], scale = FALSE)
# plotVarImp(var_imp)
plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
```

# Variable importance for RF
```{r, echo=FALSE}
var_imp <- compVarImp(all_models[["rf"]][["spec"]]@model[[1]], scale = FALSE)
# plotVarImp(var_imp)
plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
```


# Trophic levels
```{r}
var_imp_levels = var_imp
for(i in seq(length(var_imp_levels))){
  var_imp_levels[[i]]$RESPONSE = tl$Level[grep(var_imp_levels[[i]]$RESPONSE[1], tl$Species)]
}
plotVarImpHeatmap(var_imp_levels, xlab = "Species", ylab = "Band")
```




When you save the notebook, an HTML file containing the code and output will be saved alongside it (click the *Preview* button or press *Ctrl+Shift+K* to preview the HTML file).

The preview shows you a rendered HTML copy of the contents of the editor. Consequently, unlike *Knit*, *Preview* does not run any R code chunks. Instead, the output of the chunk when it was last run in the editor is displayed.
</div>
 
 
 
diff --git a/src/510_analyse_biodiv_sr_elev_res.Rmd b/src/510_analyse_biodiv_sr_elev_res.Rmd
index 3ba029d..bc9ebf7 100644
--- a/src/510_analyse_biodiv_sr_elev_res.Rmd
+++ b/src/510_analyse_biodiv_sr_elev_res.Rmd
@@ -4,11 +4,10 @@ output: html_notebook
 ---
 
 ```{r, include = FALSE}
-source("C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+root_folder = path.expand("~/plygrnd/hySpecVisKili/")
+source(file.path(root_folder, "hySpecVisKili/src/000_setup_windows.R"))
 
-dir.create(path_analysis_sr_elev_res, showWarnings = FALSE)
-
-all_models_res = readRDS(file.path(path_compile_analysis_sr_elev_res, 
+all_models_res = readRDS(file.path(envrmt$path_220_compile_analysis_sr_elev_res, 
                                      "models_sr_elev_res.rds"))
 
 
diff --git a/src/510_analyse_biodiv_sr_elev_res.nb.html b/src/510_analyse_biodiv_sr_elev_res.nb.html
index a5db346..ca9c7f4 100644
--- a/src/510_analyse_biodiv_sr_elev_res.nb.html
+++ b/src/510_analyse_biodiv_sr_elev_res.nb.html
@@ -182,7 +182,7 @@ <h1 class="title toc-ignore">510 Analyse Biodiv-RS</h1>
 <h1>Compare PLS and RF</h1>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
-<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
+<!-- rnb-plot-begin -->
 <p><img src="data:image/png;base64,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" /></p>
 <!-- rnb-plot-end -->
 <!-- rnb-chunk-end -->
@@ -194,7 +194,7 @@ <h1>Collect variable importance</h1>
 <h2>Number of variables</h2>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
-<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
+<!-- rnb-plot-begin -->
 <p><img src="data:image/png;base64,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" /></p>
 <!-- rnb-plot-end -->
 <!-- rnb-chunk-end -->
@@ -205,7 +205,7 @@ <h2>Number of variables</h2>
 <h1>Variable importance for RF</h1>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
-<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
+<!-- rnb-plot-begin -->
 <p><img src="data:image/png;base64,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" /></p>
 <!-- rnb-plot-end -->
 <!-- rnb-chunk-end -->
@@ -215,35 +215,25 @@ <h1>Variable importance for RF</h1>
 <h1>Trophic levels</h1>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
-<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
+<!-- rnb-plot-begin -->
 <p><img src="data:image/png;base64,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" /></p>
 <!-- rnb-plot-end -->
 <!-- rnb-chunk-end -->
 <!-- rnb-text-begin -->
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
-<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
+<!-- rnb-plot-begin -->
 <p><img src="data:image/png;base64,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" /></p>
 <!-- rnb-plot-end -->
-<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
+<!-- rnb-plot-begin -->
 <p><img src="data:image/png;base64,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" /></p>
 <!-- rnb-plot-end -->
-<!-- rnb-source-begin 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 -->
-<pre class="r"><code>t = do.call(&quot;rbind&quot;, var_imp)
-t = t[t$mean&gt;=0.6,]
-t$RESPONSE = gsub(&quot;_rf_elui_res&quot;, &quot;&quot;, t$RESPONSE)
-tt = table(t$VARIABLE, t$RESPONSE)
-pca_tt &lt;- prcomp(tt, scale = TRUE, center = TRUE)
-pca_var &lt;- as.data.frame(pca_tt$rotation)
-pca_obs &lt;- as.data.frame(pca_tt$x)
-ggplot(pca_var, aes(PC1, PC2))+
-  geom_point()+
-geom_point(data = pca_obs, aes(PC1, PC2), color = &quot;red&quot;)
-ggbiplot(pca_tt, labels = rownames(pca_tt$x), choices = 1:2)
-
-biplot(pca_tt)</code></pre>
+<!-- rnb-source-begin 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 -->
+<p><code>r</code>r t = do.call(, var_imp) t = t[t$mean&gt;=0.6,] t<span class="math inline">\(RESPONSE = gsub(\_rf_elui_res\, \\, t\)</span>RESPONSE) tt = table(t<span class="math inline">\(VARIABLE, t\)</span>RESPONSE) pca_tt &lt;- prcomp(tt, scale = TRUE, center = TRUE) pca_var &lt;- as.data.frame(pca_tt<span class="math inline">\(rotation) pca_obs &lt;- as.data.frame(pca_tt\)</span>x) ggplot(pca_var, aes(PC1, PC2))+ geom_point()+ geom_point(data = pca_obs, aes(PC1, PC2), color = ) ggbiplot(pca_tt, labels = rownames(pca_tt$x), choices = 1:2)</p>
+<p>biplot(pca_tt)</p>
+<pre><code></code></pre>
 <!-- rnb-source-end -->
-<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
+<!-- rnb-plot-begin -->
 <p><img src="data:image/png;base64,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" /></p>
 <!-- rnb-plot-end -->
 <!-- rnb-chunk-end -->
@@ -253,7 +243,7 @@ <h1>Trophic levels</h1>
 <!-- rnb-text-end -->
 </div>
 
-<div id="rmd-source-code">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</div>
+<div id="rmd-source-code">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</div>
 
 
 
diff --git a/src/001_functions.R b/src/functions/001_functions.R
similarity index 100%
rename from src/001_functions.R
rename to src/functions/001_functions.R
diff --git a/src/specVisKili.Rproj b/src/hySpecVisKili.Rproj
similarity index 100%
rename from src/specVisKili.Rproj
rename to src/hySpecVisKili.Rproj

From 04b31ff2737c03aac16d168b16c0b6a5484e2307 Mon Sep 17 00:00:00 2001
From: Thomas Nauss <nauss@staff.uni-marburg.de>
Date: Tue, 16 Jun 2020 22:33:32 +0200
Subject: [PATCH 58/65] Add LiDAR to predictor variables.

---
 src/000_set_environment.R                     |  7 +--
 src/000_set_environment_linux.R               |  4 +-
 src/010_biodiv_preprocessing.R                |  2 +-
 src/100_combine_predictores_biodiv_sr.R       | 15 +++++--
 src/110_predict_biodiv_sr_rf.R                | 45 ++++++++++++++++---
 ..._combine_predictores_biodiv_sr_residuals.R |  2 +-
 src/210_predict_biodiv_sr_res_rf.R            |  2 +-
 src/220_compile_analyse_biodiv_sr_elev_res.R  |  2 +-
 src/300_predict_biodiv_sr_rf_indp.R           |  2 +-
 ...ine_predictores_biodiv_sr_residuals_indp.R |  2 +-
 src/320_predict_biodiv_sr_rf_indp.R           |  2 +-
 ...ld_120_combine_predictores_biodiv_tlevel.R |  2 +-
 12 files changed, 64 insertions(+), 23 deletions(-)

diff --git a/src/000_set_environment.R b/src/000_set_environment.R
index 4ae145d..015ddd4 100644
--- a/src/000_set_environment.R
+++ b/src/000_set_environment.R
@@ -1,11 +1,11 @@
 # Set path ---------------------------------------------------------------------
 if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/"
+  filepath_base = "D:/plygrnd/hySpecVisKili/"
 } else {
   filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/"
 }
 
-filepath_source = paste0(filepath_base, "HySpec_KiLi/src/001_functions.R")
+filepath_source = paste0(filepath_base, "hySpecVisKili/src/functions/001_functions.R")
 path_data = paste0(filepath_base, "/data/")
 path_biodiv = paste0(path_data, "/biodiv/")
 
@@ -17,6 +17,7 @@ path_hyp_kmdc = paste0(path_data, "/050_hypspec_kmdc/")
 path_hyp_raoq = paste0(path_data, "/060_hypspec_raoq/")
 path_hyp_glcm = paste0(path_data, "/070_hypspec_glcm/")
 path_hyp_pred = paste0(path_data, "/090_hypspec_pred/")
+path_ldr_pred = paste0(path_data, "/095_lidar_pred/")
 path_comb_gpm_sr = paste0(path_data, "/100_comb_gpm_sr/")
 path_model_gpm_sr = paste0(path_data, "/110_model_gpm_sr/")
 path_compile_analysis_sr = paste0(path_data, "/120_compile_analysis_sr/")
@@ -46,7 +47,7 @@ library(grid)
 library(gridExtra)
 library(gpm)  # devtools::install_github("environmentalinformatics-marburg/gpm")
 library(ggplot2)
-library(ggbiplot)
+# library(ggbiplot)
 library(hsdar)
 # library(lavaan)
 # library(rPointDB)
diff --git a/src/000_set_environment_linux.R b/src/000_set_environment_linux.R
index 7f27482..e3df02e 100644
--- a/src/000_set_environment_linux.R
+++ b/src/000_set_environment_linux.R
@@ -1,11 +1,11 @@
 # Set path ---------------------------------------------------------------------
 if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/tnauss/permanent/plygrnd/KI-Hyperspec/"
+  filepath_base = "D:/plygrnd/hySpecVisKili/"
 } else {
   filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/"
 }
 
-filepath_source = paste0(filepath_base, "HySpec_KiLi/src/001_functions.R")
+filepath_source = paste0(filepath_base, "hySpecVisKili/src/functions/001_functions.R")
 path_data = paste0(filepath_base, "/data/")
 path_biodiv = paste0(path_data, "/biodiv/")
 
diff --git a/src/010_biodiv_preprocessing.R b/src/010_biodiv_preprocessing.R
index 6199d78..38c8dd9 100644
--- a/src/010_biodiv_preprocessing.R
+++ b/src/010_biodiv_preprocessing.R
@@ -1,6 +1,6 @@
 # Preprocess biodiversity observations.
 
-source("C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+source("D:/plygrnd/hySpecVisKili/hySpecVisKili/src/000_set_environment.R")
 
 
 # Read species richness dataset (Peters et al. 2016)
diff --git a/src/100_combine_predictores_biodiv_sr.R b/src/100_combine_predictores_biodiv_sr.R
index 4e154a8..fc8d369 100644
--- a/src/100_combine_predictores_biodiv_sr.R
+++ b/src/100_combine_predictores_biodiv_sr.R
@@ -1,9 +1,14 @@
 # Combine hyperspectral predictores and biodiversity variables in gpm class.
 
-source("C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+source("D:/plygrnd/hySpecVisKili/hySpecVisKili/src/000_set_environment.R")
 
 
-preds = readRDS(paste0(path_hyp_pred, "hyperspec_preds.rds"))
+preds_hyspec = readRDS(paste0(path_hyp_pred, "hyperspec_preds.rds"))
+preds_lidar = readRDS(file.path(path_ldr_pred, "lidar_preds.rds"))
+preds_lidar = preds_lidar[, c(which(colnames(preds_lidar) == "plotID"), 
+                              seq(which(colnames(preds_lidar) == "AGB"),
+                                  ncol(preds_lidar)))]
+
 # bd = readRDS(paste0(path_biodiv, "biodiv.rds"))
 species_richness = readRDS(paste0(path_biodiv, "species_richness.rds"))
 species_composition_dcor = readRDS(paste0(path_biodiv, "species_composition_dcor.rds"))
@@ -22,7 +27,9 @@ for(i in seq(length(species_composition_dcor))){
   comb = merge(comb, act, by = c("plotID"), all.x = TRUE, all.y = TRUE)
 }
 
-comb = merge(comb, preds, by = c("plotID"))
+comb = merge(comb, preds_hyspec, by = c("plotID"))
+comb = merge(comb, preds_lidar, by = c("plotID"))
+
 comb = droplevels(comb)
 
 comb$SelCat = substr(as.character(comb$plotID), 1, 3)
@@ -41,7 +48,7 @@ col_diversity = seq(which("SRspiders" == colnames(comb)),
 col_precitors = c(which("elevation" == colnames(comb)),
                   which("lui" == colnames(comb)),
                   seq(which("CARI_mean" == colnames(comb)),
-                      which("pcai_kmdc_raoq_sd" == colnames(comb))))
+                      which("scl_elevsq" == colnames(comb))))
 
 col_meta = which(!seq(ncol(comb)) %in% c(col_selector, col_diversity, col_precitors))
   
diff --git a/src/110_predict_biodiv_sr_rf.R b/src/110_predict_biodiv_sr_rf.R
index 8a51eb9..313316f 100644
--- a/src/110_predict_biodiv_sr_rf.R
+++ b/src/110_predict_biodiv_sr_rf.R
@@ -1,6 +1,6 @@
 # Predict species richness using different models and predictor sets
 if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+  filepath_base = "D:/plygrnd/hySpecVisKili/hySpecVisKili/src/000_set_environment.R"
 } else {
   filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
 }
@@ -22,20 +22,53 @@ comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
 # all data, and  kmdc and raoq only using gam, pls and rf models.
 mtypes = c("gam", "pls", "rf")
 mtypes = c("rf")
-ptypes = c("*elui*", "*spec*", "*elsp*", "*kmra*")
+ptypes = c("*elui*", 
+           "*spec*", "*elsp*", 
+           "*lidr*", "*eldr*", 
+           "*splr*", "*esld*", 
+           "*kmra*")
 
 mt = mtypes[1]
 pt = ptypes[1]
 
+
+elui_cols = seq(which(comb@meta$input$PREDICTOR == "elevation"), 
+                which(comb@meta$input$PREDICTOR == "lui"))
+
+spec_cols = seq(which(comb@meta$input$PREDICTOR == "CARI_mean"), 
+                which(comb@meta$input$PREDICTOR == "pcai_kmdc_raoq_sd"))
+
+ldr_cols = seq(which(comb@meta$input$PREDICTOR == "AGB"), 
+                which(comb@meta$input$PREDICTOR == "scl_elevsq"))
+
 for(mt in mtypes){
   for(pt in ptypes){
     
     if(pt == "*elui*"){ 
-      comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[c(1,2)]
+      comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[elui_cols]
+      
     } else if(pt == "*spec*"){ 
-      comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[-c(1,2)]
-    } else if(pt ==  "*elsp*"){ 
-      comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR
+      comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[spec_cols] 
+      
+    } else if(pt ==  "*elsp*"){
+      comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[c(elui_cols, 
+                                                                    spec_cols)] 
+      
+    } else if(pt ==  "*lidr*"){ 
+      comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[ldr_cols]
+      
+    } else if(pt ==  "*eldr*"){ 
+      comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[c(elui_cols, 
+                                                                    ldr_cols)]
+    
+    } else if(pt ==  "*splr*"){ 
+      comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[c(spec_cols,  
+                                                                    ldr_cols)]
+                                                                    
+    } else if(pt ==  "*esld*"){ 
+      comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[c(elui_cols,
+                                                                    spec_cols,  
+                                                                    ldr_cols)]
     } else if(pt == "*kmra*"){
       comb@meta$input$PREDICTOR_FINAL = unique(comb@meta$input$PREDICTOR[
         c(grep("kmdc", comb@meta$input$PREDICTOR), 
diff --git a/src/200_combine_predictores_biodiv_sr_residuals.R b/src/200_combine_predictores_biodiv_sr_residuals.R
index b4d0b66..6a0cf1c 100644
--- a/src/200_combine_predictores_biodiv_sr_residuals.R
+++ b/src/200_combine_predictores_biodiv_sr_residuals.R
@@ -1,6 +1,6 @@
 # Compile species richness dataset containing residuals from some previous modelling
 if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+  filepath_base = "D:/plygrnd/hySpecVisKili/hySpecVisKili/src/000_set_environment.R"
 } else {
   filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
 }
diff --git a/src/210_predict_biodiv_sr_res_rf.R b/src/210_predict_biodiv_sr_res_rf.R
index 4446afd..ac3a905 100644
--- a/src/210_predict_biodiv_sr_res_rf.R
+++ b/src/210_predict_biodiv_sr_res_rf.R
@@ -1,6 +1,6 @@
 # comb_elev_resine hyperspectral predictores and biodiversity variables in gpm class.
 if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+  filepath_base = "D:/plygrnd/hySpecVisKili/hySpecVisKili/src/000_set_environment.R"
 } else {
   filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
 }
diff --git a/src/220_compile_analyse_biodiv_sr_elev_res.R b/src/220_compile_analyse_biodiv_sr_elev_res.R
index e2161b5..17bed1d 100644
--- a/src/220_compile_analyse_biodiv_sr_elev_res.R
+++ b/src/220_compile_analyse_biodiv_sr_elev_res.R
@@ -1,5 +1,5 @@
 # Combine species richness residual model results in one variable.
-source("C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+source("D:/plygrnd/hySpecVisKili/hySpecVisKili/src/000_set_environment.R")
 
 
 dir.create(path_compile_analysis_sr_elev_res, showWarnings = FALSE)
diff --git a/src/300_predict_biodiv_sr_rf_indp.R b/src/300_predict_biodiv_sr_rf_indp.R
index 0a0b7ef..42abafa 100644
--- a/src/300_predict_biodiv_sr_rf_indp.R
+++ b/src/300_predict_biodiv_sr_rf_indp.R
@@ -2,7 +2,7 @@
 
 # Predict species richness using different models and predictor sets
 if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+  filepath_base = "D:/plygrnd/hySpecVisKili/hySpecVisKili/src/000_set_environment.R"
 } else {
   filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
 }
diff --git a/src/310_combine_predictores_biodiv_sr_residuals_indp.R b/src/310_combine_predictores_biodiv_sr_residuals_indp.R
index b99290f..253e66a 100644
--- a/src/310_combine_predictores_biodiv_sr_residuals_indp.R
+++ b/src/310_combine_predictores_biodiv_sr_residuals_indp.R
@@ -1,6 +1,6 @@
 # Compile species richness dataset containing residuals from some previous modelling
 if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+  filepath_base = "D:/plygrnd/hySpecVisKili/hySpecVisKili/src/000_set_environment.R"
 } else {
   filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
 }
diff --git a/src/320_predict_biodiv_sr_rf_indp.R b/src/320_predict_biodiv_sr_rf_indp.R
index 75c5141..db24516 100644
--- a/src/320_predict_biodiv_sr_rf_indp.R
+++ b/src/320_predict_biodiv_sr_rf_indp.R
@@ -2,7 +2,7 @@
 
 # Predict species richness using different models and predictor sets
 if(Sys.info()["sysname"] == "Windows"){
-  filepath_base = "C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R"
+  filepath_base = "D:/plygrnd/hySpecVisKili/hySpecVisKili/src/000_set_environment.R"
 } else {
   filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
 }
diff --git a/src/old_120_combine_predictores_biodiv_tlevel.R b/src/old_120_combine_predictores_biodiv_tlevel.R
index ee7f0fb..74fddbe 100644
--- a/src/old_120_combine_predictores_biodiv_tlevel.R
+++ b/src/old_120_combine_predictores_biodiv_tlevel.R
@@ -1,7 +1,7 @@
 # Combine hyperspectral predictores and biodiversity variables in gpm class
 # aggregated by trophic level.
 
-source("C:/Users/Thomas Nauss/permanent/plygrnd/KI-Hyperspec/HySpec_KiLi/src/000_set_environment.R")
+source("D:/plygrnd/hySpecVisKili/hySpecVisKili/src/000_set_environment.R")
 
 
 preds = readRDS(paste0(path_hyp_pred, "hyperspec_preds.rds"))

From f07d34c2bebae3330c9e95be7caaf1a5574c252a Mon Sep 17 00:00:00 2001
From: Thomas Nauss <nauss@staff.uni-marburg.de>
Date: Tue, 16 Jun 2020 23:45:47 +0200
Subject: [PATCH 59/65] Update Lidar predictors.

---
 src/100_combine_predictores_biodiv_sr.R | 4 ++--
 src/110_predict_biodiv_sr_rf.R          | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/100_combine_predictores_biodiv_sr.R b/src/100_combine_predictores_biodiv_sr.R
index fc8d369..63d9e7e 100644
--- a/src/100_combine_predictores_biodiv_sr.R
+++ b/src/100_combine_predictores_biodiv_sr.R
@@ -7,7 +7,7 @@ preds_hyspec = readRDS(paste0(path_hyp_pred, "hyperspec_preds.rds"))
 preds_lidar = readRDS(file.path(path_ldr_pred, "lidar_preds.rds"))
 preds_lidar = preds_lidar[, c(which(colnames(preds_lidar) == "plotID"), 
                               seq(which(colnames(preds_lidar) == "AGB"),
-                                  ncol(preds_lidar)))]
+                                  which(colnames(preds_lidar) == "qntl_rng")))]
 
 # bd = readRDS(paste0(path_biodiv, "biodiv.rds"))
 species_richness = readRDS(paste0(path_biodiv, "species_richness.rds"))
@@ -63,4 +63,4 @@ comb <- gpm(comb, meta, scale = FALSE)
 
 dir.create(paste0(path_comb_gpm_sr), showWarnings = FALSE)
 
-saveRDS(comb, file = paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
+saveRDS(comb, file = paste0(path_comb_gpm_sr, "ki_hyperspec_lidar_biodiv_non_scaled.rds"))
diff --git a/src/110_predict_biodiv_sr_rf.R b/src/110_predict_biodiv_sr_rf.R
index 313316f..9332f65 100644
--- a/src/110_predict_biodiv_sr_rf.R
+++ b/src/110_predict_biodiv_sr_rf.R
@@ -15,7 +15,7 @@ if(length(showConnections()) == 0){
 
 dir.create(paste0(path_model_gpm_sr), showWarnings = FALSE)
 
-comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_biodiv_non_scaled.rds"))
+comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_lidar_biodiv_non_scaled.rds"))
 
 
 # Predict with all elevation and lui information, hyperspectral data only, 

From bf9fb17e06d334a21fe97d54b37a4d902f77d968 Mon Sep 17 00:00:00 2001
From: Thomas Nauss <nauss@staff.uni-marburg.de>
Date: Tue, 16 Jun 2020 23:54:46 +0200
Subject: [PATCH 60/65] Adjust server path.

---
 src/000_set_environment_linux.R | 2 +-
 src/110_predict_biodiv_sr_rf.R  | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/000_set_environment_linux.R b/src/000_set_environment_linux.R
index e3df02e..34774e8 100644
--- a/src/000_set_environment_linux.R
+++ b/src/000_set_environment_linux.R
@@ -17,6 +17,7 @@ path_hyp_kmdc = paste0(path_data, "/050_hypspec_kmdc/")
 path_hyp_raoq = paste0(path_data, "/060_hypspec_raoq/")
 path_hyp_glcm = paste0(path_data, "/070_hypspec_glcm/")
 path_hyp_pred = paste0(path_data, "/090_hypspec_pred/")
+path_ldr_pred = paste0(path_data, "/095_lidar_pred/")
 path_comb_gpm_sr = paste0(path_data, "/100_comb_gpm_sr/")
 path_model_gpm_sr = paste0(path_data, "/110_model_gpm_sr/")
 path_compile_analysis_sr = paste0(path_data, "/120_compile_analysis_sr/")
@@ -29,7 +30,6 @@ path_model_gpm_sr_elev_res_indp = paste0(path_data, "/320_model_gpm_sr_elev_res_
 path_analysis_sr = paste0(path_data, "/500_analysis_sr/")
 path_analysis_sr_elev_res = paste0(path_data, "/510_analysis_sr_elev_res/")
 
-
 path_plots = paste0(path_data, "/plots/")
 path_rdata = paste0(path_data, "/rdata/")
 path_meta = paste0(path_data, "/meta/")
diff --git a/src/110_predict_biodiv_sr_rf.R b/src/110_predict_biodiv_sr_rf.R
index 9332f65..3b6038f 100644
--- a/src/110_predict_biodiv_sr_rf.R
+++ b/src/110_predict_biodiv_sr_rf.R
@@ -2,7 +2,7 @@
 if(Sys.info()["sysname"] == "Windows"){
   filepath_base = "D:/plygrnd/hySpecVisKili/hySpecVisKili/src/000_set_environment.R"
 } else {
-  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/HySpec_KiLi/src/000_set_environment_linux.R"
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/hySpecVisKili/src/000_set_environment_linux.R"
 }
 source(filepath_base)
 

From fa1a8217e7dfeaf93e55da747b1de5cdf8922396 Mon Sep 17 00:00:00 2001
From: Thomas Nauss <nauss@staff.uni-marburg.de>
Date: Wed, 17 Jun 2020 00:15:37 +0200
Subject: [PATCH 61/65] Adjust for LiDAR processing.

---
 src/000_set_environment_linux.R         | 2 +-
 src/100_combine_predictores_biodiv_sr.R | 2 +-
 src/110_predict_biodiv_sr_rf.R          | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/000_set_environment_linux.R b/src/000_set_environment_linux.R
index 34774e8..3c06631 100644
--- a/src/000_set_environment_linux.R
+++ b/src/000_set_environment_linux.R
@@ -39,7 +39,7 @@ path_vis = paste0(path_data, "/vis/")
 
 
 # Set libraries ----------------------------------------------------------------
-library(biodivTools) # devtools::install_github("environmentalinformatics-marburg/biodivTools")
+#library(biodivTools) # devtools::install_github("environmentalinformatics-marburg/biodivTools")
 library(CAST)
 # library(corrplot)
 library(doParallel)
diff --git a/src/100_combine_predictores_biodiv_sr.R b/src/100_combine_predictores_biodiv_sr.R
index 63d9e7e..832c0c6 100644
--- a/src/100_combine_predictores_biodiv_sr.R
+++ b/src/100_combine_predictores_biodiv_sr.R
@@ -48,7 +48,7 @@ col_diversity = seq(which("SRspiders" == colnames(comb)),
 col_precitors = c(which("elevation" == colnames(comb)),
                   which("lui" == colnames(comb)),
                   seq(which("CARI_mean" == colnames(comb)),
-                      which("scl_elevsq" == colnames(comb))))
+                      which("qntl_rng" == colnames(comb))))
 
 col_meta = which(!seq(ncol(comb)) %in% c(col_selector, col_diversity, col_precitors))
   
diff --git a/src/110_predict_biodiv_sr_rf.R b/src/110_predict_biodiv_sr_rf.R
index 3b6038f..d03e13c 100644
--- a/src/110_predict_biodiv_sr_rf.R
+++ b/src/110_predict_biodiv_sr_rf.R
@@ -39,7 +39,7 @@ spec_cols = seq(which(comb@meta$input$PREDICTOR == "CARI_mean"),
                 which(comb@meta$input$PREDICTOR == "pcai_kmdc_raoq_sd"))
 
 ldr_cols = seq(which(comb@meta$input$PREDICTOR == "AGB"), 
-                which(comb@meta$input$PREDICTOR == "scl_elevsq"))
+                which(comb@meta$input$PREDICTOR == "qntl_rng"))
 
 for(mt in mtypes){
   for(pt in ptypes){

From d1cda3ae7baee4b02507b79929487ae8f52b5453 Mon Sep 17 00:00:00 2001
From: Thomas Nauss <nauss@staff.uni-marburg.de>
Date: Fri, 19 Jun 2020 21:29:49 +0200
Subject: [PATCH 62/65] Adjust some scripts.

---
 src/000_setup_windows.R             |    2 +-
 src/110_predict_biodiv_sr_rf.R      |    2 +-
 src/120_compile_analyse_biodiv_sr.R |   21 +-
 src/500_analyse_biodiv_sr.Rmd       |   23 +-
 src/500_analyse_biodiv_sr.nb.html   | 1673 ++++++++++++++++++++++++++-
 src/functions/001_functions.R       |    9 +-
 6 files changed, 1679 insertions(+), 51 deletions(-)

diff --git a/src/000_setup_windows.R b/src/000_setup_windows.R
index 2a3e6bd..f89a830 100644
--- a/src/000_setup_windows.R
+++ b/src/000_setup_windows.R
@@ -33,7 +33,7 @@ project_folders = c("data/",
                     "data/temp/")
 
 libs = c("biodivTools", "CAST", "corrplot", "doParallel", "grid", "gridExtra", 
-         "gpm", "ggplot2", "ggbiplot", "hsdar", "rgeos", "ggplot2", "mapview", 
+         "gpm", "ggplot2", "hsdar", "rgeos", "ggplot2", "mapview", 
          "raster", "RStoolbox", "reshape2", "rgdal", "satelliteTools", "sp", 
          "spacetime", "vegan")
 
diff --git a/src/110_predict_biodiv_sr_rf.R b/src/110_predict_biodiv_sr_rf.R
index d03e13c..6181d2f 100644
--- a/src/110_predict_biodiv_sr_rf.R
+++ b/src/110_predict_biodiv_sr_rf.R
@@ -29,7 +29,7 @@ ptypes = c("*elui*",
            "*kmra*")
 
 mt = mtypes[1]
-pt = ptypes[1]
+pt = ptypes[2]
 
 
 elui_cols = seq(which(comb@meta$input$PREDICTOR == "elevation"), 
diff --git a/src/120_compile_analyse_biodiv_sr.R b/src/120_compile_analyse_biodiv_sr.R
index 8f8e36f..32ebe06 100644
--- a/src/120_compile_analyse_biodiv_sr.R
+++ b/src/120_compile_analyse_biodiv_sr.R
@@ -1,24 +1,27 @@
 # Combine species richness model results in one variable.
 
-
+require(envimaR)
 root_folder = path.expand("~/plygrnd/hySpecVisKili/")
 source(file.path(root_folder, "hySpecVisKili/src/000_setup_windows.R"))
-dir.create(path_compile_analysis_sr, showWarnings = FALSE)
+dir.create(envrmt$path_120_compile_analysis_sr, showWarnings = FALSE)
 
 
 # Combine all models into one gpm object
-# mtypes = c("*gam*", "*pls*", "*rf*")
-mtypes = c("*rf*")
+# mtypes = c("gam", "pls", "rf")
+mtypes = c("rf")
+
+
 
 all_models = lapply(mtypes, function(mt){
-  if(mt == "*gam*"){
+  if(mt == "gam"){
     ptypes = c("*elev*", "*elui*", "*kmra*", "*spec*", "*elsp*")
   } else {
-    ptypes = c("*elui*", "*kmra*", "*spec*", "*elsp*")
+    ptypes = c("*elui*", "*spec*", "*elsp*", "*lidr*", "*eldr*", 
+               "*splr*", "*esld*", "*kmra*")
   }
   all_pmodels = lapply(ptypes, function(pt){
-    model_files = list.files(path_model_gpm_sr, full.names = TRUE,
-                             pattern = glob2rx(paste0(pt, mt)))
+    model_files = list.files(envrmt$path_110_model_gpm_sr, full.names = TRUE,
+                             pattern = glob2rx(paste0(pt, mt, "*")))
     
     all_models = readRDS(model_files[[1]])
     
@@ -33,7 +36,7 @@ all_models = lapply(mtypes, function(mt){
 })
 names(all_models) = gsub("[*]", "", gsub("_", "", mtypes))
 
-saveRDS(all_models, file = file.path(path_compile_analysis_sr, 
+saveRDS(all_models, file = file.path(envrmt$path_120_compile_analysis_sr, 
                                      "models_sr.rds"))
 
 
diff --git a/src/500_analyse_biodiv_sr.Rmd b/src/500_analyse_biodiv_sr.Rmd
index 808aee1..7a1ba45 100644
--- a/src/500_analyse_biodiv_sr.Rmd
+++ b/src/500_analyse_biodiv_sr.Rmd
@@ -1,14 +1,20 @@
 ---
 title: "500 Analyse Biodiv-RS"
 output: html_notebook
+editor_options: 
+  chunk_output_type: console
 ---
 
 ```{r, include = FALSE}
 # Set up working environment and defaults --------------------------------------
-root_folder = path.expand("~/plygrnd/hySpecVisKili/")
-source(file.path(root_folder, "hySpecVisKili/src/000_setup_windows.R"))
+if(Sys.info()["sysname"] == "Windows"){
+  filepath_base = "D:/plygrnd/hySpecVisKili/hySpecVisKili/src/000_set_environment.R"
+} else {
+  filepath_base = "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/hySpecVisKili/src/000_set_environment_linux.R"
+}
+source(filepath_base)
 
-all_models = readRDS(file.path(envrmt$path_120_compile_analysis_sr, 
+all_models = readRDS(file.path(path_compile_analysis_sr, 
                                "models_sr.rds"))
 
 # Collect model performance
@@ -39,6 +45,17 @@ rf_sr$resp = as.character(rf_sr$resp)
 rf_sr$resp = substr(rf_sr$resp, 3, nchar(rf_sr$resp))
 rf_sr$resp = gsub("(^[[:alpha:]])", "\\U\\1", rf_sr$resp, perl=TRUE)
 rf_sr$resp = factor(rf_sr$resp, unique(rf_sr$resp[order(rf_sr$Level, rf_sr$resp)]))
+
+
+rf_sr$mptype = paste0(rf_sr$mtype, "_", rf_sr$ptype)
+ggplot(data = rf_sr[rf_sr$mtype == "rf",], 
+       aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
+  geom_boxplot() +
+  geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
+  scale_fill_brewer(palette="Dark2") + 
+  theme_bw() + 
+  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
+  labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))
 ```
 
 # Compare PLS and RF
diff --git a/src/500_analyse_biodiv_sr.nb.html b/src/500_analyse_biodiv_sr.nb.html
index 9b0d2a5..1be7136 100644
--- a/src/500_analyse_biodiv_sr.nb.html
+++ b/src/500_analyse_biodiv_sr.nb.html
@@ -1,31 +1,1554 @@
 <!DOCTYPE html>
 
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
 
 <head>
 
 <meta charset="utf-8" />
-<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
 <meta name="generator" content="pandoc" />
+<meta http-equiv="X-UA-Compatible" content="IE=EDGE" />
 
 
 
 
 <title>500 Analyse Biodiv-RS</title>
 
-<script src="data:application/x-javascript;base64,/*! jQuery v1.11.3 | (c) 2005, 2015 jQuery Foundation, Inc. | jquery.org/license */
!function(a,b){"object"==typeof module&&"object"==typeof module.exports?module.exports=a.document?b(a,!0):function(a){if(!a.document)throw new Error("jQuery requires a window with a document");return b(a)}:b(a)}("undefined"!=typeof window?window:this,function(a,b){var c=[],d=c.slice,e=c.concat,f=c.push,g=c.indexOf,h={},i=h.toString,j=h.hasOwnProperty,k={},l="1.11.3",m=function(a,b){return new m.fn.init(a,b)},n=/^[\s\uFEFF\xA0]+|[\s\uFEFF\xA0]+$/g,o=/^-ms-/,p=/-([\da-z])/gi,q=function(a,b){return b.toUpperCase()};m.fn=m.prototype={jquery:l,constructor:m,selector:"",length:0,toArray:function(){return d.call(this)},get:function(a){return null!=a?0>a?this[a+this.length]:this[a]:d.call(this)},pushStack:function(a){var b=m.merge(this.constructor(),a);return b.prevObject=this,b.context=this.context,b},each:function(a,b){return m.each(this,a,b)},map:function(a){return this.pushStack(m.map(this,function(b,c){return a.call(b,c,b)}))},slice:function(){return this.pushStack(d.apply(this,arguments))},first:function(){return this.eq(0)},last:function(){return this.eq(-1)},eq:function(a){var b=this.length,c=+a+(0>a?b:0);return this.pushStack(c>=0&&b>c?[this[c]]:[])},end:function(){return this.prevObject||this.constructor(null)},push:f,sort:c.sort,splice:c.splice},m.extend=m.fn.extend=function(){var a,b,c,d,e,f,g=arguments[0]||{},h=1,i=arguments.length,j=!1;for("boolean"==typeof g&&(j=g,g=arguments[h]||{},h++),"object"==typeof g||m.isFunction(g)||(g={}),h===i&&(g=this,h--);i>h;h++)if(null!=(e=arguments[h]))for(d in e)a=g[d],c=e[d],g!==c&&(j&&c&&(m.isPlainObject(c)||(b=m.isArray(c)))?(b?(b=!1,f=a&&m.isArray(a)?a:[]):f=a&&m.isPlainObject(a)?a:{},g[d]=m.extend(j,f,c)):void 0!==c&&(g[d]=c));return g},m.extend({expando:"jQuery"+(l+Math.random()).replace(/\D/g,""),isReady:!0,error:function(a){throw new Error(a)},noop:function(){},isFunction:function(a){return"function"===m.type(a)},isArray:Array.isArray||function(a){return"array"===m.type(a)},isWindow:function(a){return null!=a&&a==a.window},isNumeric:function(a){return!m.isArray(a)&&a-parseFloat(a)+1>=0},isEmptyObject:function(a){var b;for(b in a)return!1;return!0},isPlainObject:function(a){var b;if(!a||"object"!==m.type(a)||a.nodeType||m.isWindow(a))return!1;try{if(a.constructor&&!j.call(a,"constructor")&&!j.call(a.constructor.prototype,"isPrototypeOf"))return!1}catch(c){return!1}if(k.ownLast)for(b in a)return j.call(a,b);for(b in a);return void 0===b||j.call(a,b)},type:function(a){return null==a?a+"":"object"==typeof a||"function"==typeof a?h[i.call(a)]||"object":typeof a},globalEval:function(b){b&&m.trim(b)&&(a.execScript||function(b){a.eval.call(a,b)})(b)},camelCase:function(a){return a.replace(o,"ms-").replace(p,q)},nodeName:function(a,b){return a.nodeName&&a.nodeName.toLowerCase()===b.toLowerCase()},each:function(a,b,c){var d,e=0,f=a.length,g=r(a);if(c){if(g){for(;f>e;e++)if(d=b.apply(a[e],c),d===!1)break}else for(e in a)if(d=b.apply(a[e],c),d===!1)break}else if(g){for(;f>e;e++)if(d=b.call(a[e],e,a[e]),d===!1)break}else for(e in a)if(d=b.call(a[e],e,a[e]),d===!1)break;return a},trim:function(a){return null==a?"":(a+"").replace(n,"")},makeArray:function(a,b){var c=b||[];return null!=a&&(r(Object(a))?m.merge(c,"string"==typeof a?[a]:a):f.call(c,a)),c},inArray:function(a,b,c){var d;if(b){if(g)return g.call(b,a,c);for(d=b.length,c=c?0>c?Math.max(0,d+c):c:0;d>c;c++)if(c in b&&b[c]===a)return c}return-1},merge:function(a,b){var c=+b.length,d=0,e=a.length;while(c>d)a[e++]=b[d++];if(c!==c)while(void 0!==b[d])a[e++]=b[d++];return a.length=e,a},grep:function(a,b,c){for(var d,e=[],f=0,g=a.length,h=!c;g>f;f++)d=!b(a[f],f),d!==h&&e.push(a[f]);return e},map:function(a,b,c){var d,f=0,g=a.length,h=r(a),i=[];if(h)for(;g>f;f++)d=b(a[f],f,c),null!=d&&i.push(d);else for(f in a)d=b(a[f],f,c),null!=d&&i.push(d);return e.apply([],i)},guid:1,proxy:function(a,b){var c,e,f;return"string"==typeof b&&(f=a[b],b=a,a=f),m.isFunction(a)?(c=d.call(arguments,2),e=function(){return a.apply(b||this,c.concat(d.call(arguments)))},e.guid=a.guid=a.guid||m.guid++,e):void 0},now:function(){return+new Date},support:k}),m.each("Boolean Number String Function Array Date RegExp Object Error".split(" "),function(a,b){h["[object "+b+"]"]=b.toLowerCase()});function r(a){var b="length"in a&&a.length,c=m.type(a);return"function"===c||m.isWindow(a)?!1:1===a.nodeType&&b?!0:"array"===c||0===b||"number"==typeof b&&b>0&&b-1 in a}var s=function(a){var b,c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u="sizzle"+1*new Date,v=a.document,w=0,x=0,y=ha(),z=ha(),A=ha(),B=function(a,b){return a===b&&(l=!0),0},C=1<<31,D={}.hasOwnProperty,E=[],F=E.pop,G=E.push,H=E.push,I=E.slice,J=function(a,b){for(var c=0,d=a.length;d>c;c++)if(a[c]===b)return c;return-1},K="checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped",L="[\\x20\\t\\r\\n\\f]",M="(?:\\\\.|[\\w-]|[^\\x00-\\xa0])+",N=M.replace("w","w#"),O="\\["+L+"*("+M+")(?:"+L+"*([*^$|!~]?=)"+L+"*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|("+N+"))|)"+L+"*\\]",P=":("+M+")(?:\\((('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|((?:\\\\.|[^\\\\()[\\]]|"+O+")*)|.*)\\)|)",Q=new RegExp(L+"+","g"),R=new RegExp("^"+L+"+|((?:^|[^\\\\])(?:\\\\.)*)"+L+"+$","g"),S=new RegExp("^"+L+"*,"+L+"*"),T=new RegExp("^"+L+"*([>+~]|"+L+")"+L+"*"),U=new RegExp("="+L+"*([^\\]'\"]*?)"+L+"*\\]","g"),V=new RegExp(P),W=new RegExp("^"+N+"$"),X={ID:new RegExp("^#("+M+")"),CLASS:new RegExp("^\\.("+M+")"),TAG:new RegExp("^("+M.replace("w","w*")+")"),ATTR:new RegExp("^"+O),PSEUDO:new RegExp("^"+P),CHILD:new RegExp("^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\("+L+"*(even|odd|(([+-]|)(\\d*)n|)"+L+"*(?:([+-]|)"+L+"*(\\d+)|))"+L+"*\\)|)","i"),bool:new RegExp("^(?:"+K+")$","i"),needsContext:new RegExp("^"+L+"*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\("+L+"*((?:-\\d)?\\d*)"+L+"*\\)|)(?=[^-]|$)","i")},Y=/^(?:input|select|textarea|button)$/i,Z=/^h\d$/i,$=/^[^{]+\{\s*\[native \w/,_=/^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/,aa=/[+~]/,ba=/'|\\/g,ca=new RegExp("\\\\([\\da-f]{1,6}"+L+"?|("+L+")|.)","ig"),da=function(a,b,c){var d="0x"+b-65536;return d!==d||c?b:0>d?String.fromCharCode(d+65536):String.fromCharCode(d>>10|55296,1023&d|56320)},ea=function(){m()};try{H.apply(E=I.call(v.childNodes),v.childNodes),E[v.childNodes.length].nodeType}catch(fa){H={apply:E.length?function(a,b){G.apply(a,I.call(b))}:function(a,b){var c=a.length,d=0;while(a[c++]=b[d++]);a.length=c-1}}}function ga(a,b,d,e){var f,h,j,k,l,o,r,s,w,x;if((b?b.ownerDocument||b:v)!==n&&m(b),b=b||n,d=d||[],k=b.nodeType,"string"!=typeof a||!a||1!==k&&9!==k&&11!==k)return d;if(!e&&p){if(11!==k&&(f=_.exec(a)))if(j=f[1]){if(9===k){if(h=b.getElementById(j),!h||!h.parentNode)return d;if(h.id===j)return d.push(h),d}else if(b.ownerDocument&&(h=b.ownerDocument.getElementById(j))&&t(b,h)&&h.id===j)return d.push(h),d}else{if(f[2])return H.apply(d,b.getElementsByTagName(a)),d;if((j=f[3])&&c.getElementsByClassName)return H.apply(d,b.getElementsByClassName(j)),d}if(c.qsa&&(!q||!q.test(a))){if(s=r=u,w=b,x=1!==k&&a,1===k&&"object"!==b.nodeName.toLowerCase()){o=g(a),(r=b.getAttribute("id"))?s=r.replace(ba,"\\$&"):b.setAttribute("id",s),s="[id='"+s+"'] ",l=o.length;while(l--)o[l]=s+ra(o[l]);w=aa.test(a)&&pa(b.parentNode)||b,x=o.join(",")}if(x)try{return H.apply(d,w.querySelectorAll(x)),d}catch(y){}finally{r||b.removeAttribute("id")}}}return i(a.replace(R,"$1"),b,d,e)}function ha(){var a=[];function b(c,e){return a.push(c+" ")>d.cacheLength&&delete b[a.shift()],b[c+" "]=e}return b}function ia(a){return a[u]=!0,a}function ja(a){var b=n.createElement("div");try{return!!a(b)}catch(c){return!1}finally{b.parentNode&&b.parentNode.removeChild(b),b=null}}function ka(a,b){var c=a.split("|"),e=a.length;while(e--)d.attrHandle[c[e]]=b}function la(a,b){var c=b&&a,d=c&&1===a.nodeType&&1===b.nodeType&&(~b.sourceIndex||C)-(~a.sourceIndex||C);if(d)return d;if(c)while(c=c.nextSibling)if(c===b)return-1;return a?1:-1}function ma(a){return function(b){var c=b.nodeName.toLowerCase();return"input"===c&&b.type===a}}function na(a){return function(b){var c=b.nodeName.toLowerCase();return("input"===c||"button"===c)&&b.type===a}}function oa(a){return ia(function(b){return b=+b,ia(function(c,d){var e,f=a([],c.length,b),g=f.length;while(g--)c[e=f[g]]&&(c[e]=!(d[e]=c[e]))})})}function pa(a){return a&&"undefined"!=typeof a.getElementsByTagName&&a}c=ga.support={},f=ga.isXML=function(a){var b=a&&(a.ownerDocument||a).documentElement;return b?"HTML"!==b.nodeName:!1},m=ga.setDocument=function(a){var b,e,g=a?a.ownerDocument||a:v;return g!==n&&9===g.nodeType&&g.documentElement?(n=g,o=g.documentElement,e=g.defaultView,e&&e!==e.top&&(e.addEventListener?e.addEventListener("unload",ea,!1):e.attachEvent&&e.attachEvent("onunload",ea)),p=!f(g),c.attributes=ja(function(a){return a.className="i",!a.getAttribute("className")}),c.getElementsByTagName=ja(function(a){return a.appendChild(g.createComment("")),!a.getElementsByTagName("*").length}),c.getElementsByClassName=$.test(g.getElementsByClassName),c.getById=ja(function(a){return o.appendChild(a).id=u,!g.getElementsByName||!g.getElementsByName(u).length}),c.getById?(d.find.ID=function(a,b){if("undefined"!=typeof b.getElementById&&p){var c=b.getElementById(a);return c&&c.parentNode?[c]:[]}},d.filter.ID=function(a){var b=a.replace(ca,da);return function(a){return a.getAttribute("id")===b}}):(delete d.find.ID,d.filter.ID=function(a){var b=a.replace(ca,da);return function(a){var c="undefined"!=typeof a.getAttributeNode&&a.getAttributeNode("id");return c&&c.value===b}}),d.find.TAG=c.getElementsByTagName?function(a,b){return"undefined"!=typeof b.getElementsByTagName?b.getElementsByTagName(a):c.qsa?b.querySelectorAll(a):void 0}:function(a,b){var c,d=[],e=0,f=b.getElementsByTagName(a);if("*"===a){while(c=f[e++])1===c.nodeType&&d.push(c);return d}return f},d.find.CLASS=c.getElementsByClassName&&function(a,b){return p?b.getElementsByClassName(a):void 0},r=[],q=[],(c.qsa=$.test(g.querySelectorAll))&&(ja(function(a){o.appendChild(a).innerHTML="<a id='"+u+"'></a><select id='"+u+"-\f]' msallowcapture=''><option selected=''></option></select>",a.querySelectorAll("[msallowcapture^='']").length&&q.push("[*^$]="+L+"*(?:''|\"\")"),a.querySelectorAll("[selected]").length||q.push("\\["+L+"*(?:value|"+K+")"),a.querySelectorAll("[id~="+u+"-]").length||q.push("~="),a.querySelectorAll(":checked").length||q.push(":checked"),a.querySelectorAll("a#"+u+"+*").length||q.push(".#.+[+~]")}),ja(function(a){var b=g.createElement("input");b.setAttribute("type","hidden"),a.appendChild(b).setAttribute("name","D"),a.querySelectorAll("[name=d]").length&&q.push("name"+L+"*[*^$|!~]?="),a.querySelectorAll(":enabled").length||q.push(":enabled",":disabled"),a.querySelectorAll("*,:x"),q.push(",.*:")})),(c.matchesSelector=$.test(s=o.matches||o.webkitMatchesSelector||o.mozMatchesSelector||o.oMatchesSelector||o.msMatchesSelector))&&ja(function(a){c.disconnectedMatch=s.call(a,"div"),s.call(a,"[s!='']:x"),r.push("!=",P)}),q=q.length&&new RegExp(q.join("|")),r=r.length&&new RegExp(r.join("|")),b=$.test(o.compareDocumentPosition),t=b||$.test(o.contains)?function(a,b){var c=9===a.nodeType?a.documentElement:a,d=b&&b.parentNode;return a===d||!(!d||1!==d.nodeType||!(c.contains?c.contains(d):a.compareDocumentPosition&&16&a.compareDocumentPosition(d)))}:function(a,b){if(b)while(b=b.parentNode)if(b===a)return!0;return!1},B=b?function(a,b){if(a===b)return l=!0,0;var d=!a.compareDocumentPosition-!b.compareDocumentPosition;return d?d:(d=(a.ownerDocument||a)===(b.ownerDocument||b)?a.compareDocumentPosition(b):1,1&d||!c.sortDetached&&b.compareDocumentPosition(a)===d?a===g||a.ownerDocument===v&&t(v,a)?-1:b===g||b.ownerDocument===v&&t(v,b)?1:k?J(k,a)-J(k,b):0:4&d?-1:1)}:function(a,b){if(a===b)return l=!0,0;var c,d=0,e=a.parentNode,f=b.parentNode,h=[a],i=[b];if(!e||!f)return a===g?-1:b===g?1:e?-1:f?1:k?J(k,a)-J(k,b):0;if(e===f)return la(a,b);c=a;while(c=c.parentNode)h.unshift(c);c=b;while(c=c.parentNode)i.unshift(c);while(h[d]===i[d])d++;return d?la(h[d],i[d]):h[d]===v?-1:i[d]===v?1:0},g):n},ga.matches=function(a,b){return ga(a,null,null,b)},ga.matchesSelector=function(a,b){if((a.ownerDocument||a)!==n&&m(a),b=b.replace(U,"='$1']"),!(!c.matchesSelector||!p||r&&r.test(b)||q&&q.test(b)))try{var d=s.call(a,b);if(d||c.disconnectedMatch||a.document&&11!==a.document.nodeType)return d}catch(e){}return ga(b,n,null,[a]).length>0},ga.contains=function(a,b){return(a.ownerDocument||a)!==n&&m(a),t(a,b)},ga.attr=function(a,b){(a.ownerDocument||a)!==n&&m(a);var e=d.attrHandle[b.toLowerCase()],f=e&&D.call(d.attrHandle,b.toLowerCase())?e(a,b,!p):void 0;return void 0!==f?f:c.attributes||!p?a.getAttribute(b):(f=a.getAttributeNode(b))&&f.specified?f.value:null},ga.error=function(a){throw new Error("Syntax error, unrecognized expression: "+a)},ga.uniqueSort=function(a){var b,d=[],e=0,f=0;if(l=!c.detectDuplicates,k=!c.sortStable&&a.slice(0),a.sort(B),l){while(b=a[f++])b===a[f]&&(e=d.push(f));while(e--)a.splice(d[e],1)}return k=null,a},e=ga.getText=function(a){var b,c="",d=0,f=a.nodeType;if(f){if(1===f||9===f||11===f){if("string"==typeof a.textContent)return a.textContent;for(a=a.firstChild;a;a=a.nextSibling)c+=e(a)}else if(3===f||4===f)return a.nodeValue}else while(b=a[d++])c+=e(b);return c},d=ga.selectors={cacheLength:50,createPseudo:ia,match:X,attrHandle:{},find:{},relative:{">":{dir:"parentNode",first:!0}," ":{dir:"parentNode"},"+":{dir:"previousSibling",first:!0},"~":{dir:"previousSibling"}},preFilter:{ATTR:function(a){return a[1]=a[1].replace(ca,da),a[3]=(a[3]||a[4]||a[5]||"").replace(ca,da),"~="===a[2]&&(a[3]=" "+a[3]+" "),a.slice(0,4)},CHILD:function(a){return a[1]=a[1].toLowerCase(),"nth"===a[1].slice(0,3)?(a[3]||ga.error(a[0]),a[4]=+(a[4]?a[5]+(a[6]||1):2*("even"===a[3]||"odd"===a[3])),a[5]=+(a[7]+a[8]||"odd"===a[3])):a[3]&&ga.error(a[0]),a},PSEUDO:function(a){var b,c=!a[6]&&a[2];return X.CHILD.test(a[0])?null:(a[3]?a[2]=a[4]||a[5]||"":c&&V.test(c)&&(b=g(c,!0))&&(b=c.indexOf(")",c.length-b)-c.length)&&(a[0]=a[0].slice(0,b),a[2]=c.slice(0,b)),a.slice(0,3))}},filter:{TAG:function(a){var b=a.replace(ca,da).toLowerCase();return"*"===a?function(){return!0}:function(a){return a.nodeName&&a.nodeName.toLowerCase()===b}},CLASS:function(a){var b=y[a+" "];return b||(b=new RegExp("(^|"+L+")"+a+"("+L+"|$)"))&&y(a,function(a){return b.test("string"==typeof a.className&&a.className||"undefined"!=typeof a.getAttribute&&a.getAttribute("class")||"")})},ATTR:function(a,b,c){return function(d){var e=ga.attr(d,a);return null==e?"!="===b:b?(e+="","="===b?e===c:"!="===b?e!==c:"^="===b?c&&0===e.indexOf(c):"*="===b?c&&e.indexOf(c)>-1:"$="===b?c&&e.slice(-c.length)===c:"~="===b?(" "+e.replace(Q," ")+" ").indexOf(c)>-1:"|="===b?e===c||e.slice(0,c.length+1)===c+"-":!1):!0}},CHILD:function(a,b,c,d,e){var f="nth"!==a.slice(0,3),g="last"!==a.slice(-4),h="of-type"===b;return 1===d&&0===e?function(a){return!!a.parentNode}:function(b,c,i){var j,k,l,m,n,o,p=f!==g?"nextSibling":"previousSibling",q=b.parentNode,r=h&&b.nodeName.toLowerCase(),s=!i&&!h;if(q){if(f){while(p){l=b;while(l=l[p])if(h?l.nodeName.toLowerCase()===r:1===l.nodeType)return!1;o=p="only"===a&&!o&&"nextSibling"}return!0}if(o=[g?q.firstChild:q.lastChild],g&&s){k=q[u]||(q[u]={}),j=k[a]||[],n=j[0]===w&&j[1],m=j[0]===w&&j[2],l=n&&q.childNodes[n];while(l=++n&&l&&l[p]||(m=n=0)||o.pop())if(1===l.nodeType&&++m&&l===b){k[a]=[w,n,m];break}}else if(s&&(j=(b[u]||(b[u]={}))[a])&&j[0]===w)m=j[1];else while(l=++n&&l&&l[p]||(m=n=0)||o.pop())if((h?l.nodeName.toLowerCase()===r:1===l.nodeType)&&++m&&(s&&((l[u]||(l[u]={}))[a]=[w,m]),l===b))break;return m-=e,m===d||m%d===0&&m/d>=0}}},PSEUDO:function(a,b){var c,e=d.pseudos[a]||d.setFilters[a.toLowerCase()]||ga.error("unsupported pseudo: "+a);return e[u]?e(b):e.length>1?(c=[a,a,"",b],d.setFilters.hasOwnProperty(a.toLowerCase())?ia(function(a,c){var d,f=e(a,b),g=f.length;while(g--)d=J(a,f[g]),a[d]=!(c[d]=f[g])}):function(a){return e(a,0,c)}):e}},pseudos:{not:ia(function(a){var b=[],c=[],d=h(a.replace(R,"$1"));return d[u]?ia(function(a,b,c,e){var f,g=d(a,null,e,[]),h=a.length;while(h--)(f=g[h])&&(a[h]=!(b[h]=f))}):function(a,e,f){return b[0]=a,d(b,null,f,c),b[0]=null,!c.pop()}}),has:ia(function(a){return function(b){return ga(a,b).length>0}}),contains:ia(function(a){return a=a.replace(ca,da),function(b){return(b.textContent||b.innerText||e(b)).indexOf(a)>-1}}),lang:ia(function(a){return W.test(a||"")||ga.error("unsupported lang: "+a),a=a.replace(ca,da).toLowerCase(),function(b){var c;do if(c=p?b.lang:b.getAttribute("xml:lang")||b.getAttribute("lang"))return c=c.toLowerCase(),c===a||0===c.indexOf(a+"-");while((b=b.parentNode)&&1===b.nodeType);return!1}}),target:function(b){var c=a.location&&a.location.hash;return c&&c.slice(1)===b.id},root:function(a){return a===o},focus:function(a){return a===n.activeElement&&(!n.hasFocus||n.hasFocus())&&!!(a.type||a.href||~a.tabIndex)},enabled:function(a){return a.disabled===!1},disabled:function(a){return a.disabled===!0},checked:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&!!a.checked||"option"===b&&!!a.selected},selected:function(a){return a.parentNode&&a.parentNode.selectedIndex,a.selected===!0},empty:function(a){for(a=a.firstChild;a;a=a.nextSibling)if(a.nodeType<6)return!1;return!0},parent:function(a){return!d.pseudos.empty(a)},header:function(a){return Z.test(a.nodeName)},input:function(a){return Y.test(a.nodeName)},button:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&"button"===a.type||"button"===b},text:function(a){var b;return"input"===a.nodeName.toLowerCase()&&"text"===a.type&&(null==(b=a.getAttribute("type"))||"text"===b.toLowerCase())},first:oa(function(){return[0]}),last:oa(function(a,b){return[b-1]}),eq:oa(function(a,b,c){return[0>c?c+b:c]}),even:oa(function(a,b){for(var c=0;b>c;c+=2)a.push(c);return a}),odd:oa(function(a,b){for(var c=1;b>c;c+=2)a.push(c);return a}),lt:oa(function(a,b,c){for(var d=0>c?c+b:c;--d>=0;)a.push(d);return a}),gt:oa(function(a,b,c){for(var d=0>c?c+b:c;++d<b;)a.push(d);return a})}},d.pseudos.nth=d.pseudos.eq;for(b in{radio:!0,checkbox:!0,file:!0,password:!0,image:!0})d.pseudos[b]=ma(b);for(b in{submit:!0,reset:!0})d.pseudos[b]=na(b);function qa(){}qa.prototype=d.filters=d.pseudos,d.setFilters=new qa,g=ga.tokenize=function(a,b){var c,e,f,g,h,i,j,k=z[a+" "];if(k)return b?0:k.slice(0);h=a,i=[],j=d.preFilter;while(h){(!c||(e=S.exec(h)))&&(e&&(h=h.slice(e[0].length)||h),i.push(f=[])),c=!1,(e=T.exec(h))&&(c=e.shift(),f.push({value:c,type:e[0].replace(R," ")}),h=h.slice(c.length));for(g in d.filter)!(e=X[g].exec(h))||j[g]&&!(e=j[g](e))||(c=e.shift(),f.push({value:c,type:g,matches:e}),h=h.slice(c.length));if(!c)break}return b?h.length:h?ga.error(a):z(a,i).slice(0)};function ra(a){for(var b=0,c=a.length,d="";c>b;b++)d+=a[b].value;return d}function sa(a,b,c){var d=b.dir,e=c&&"parentNode"===d,f=x++;return b.first?function(b,c,f){while(b=b[d])if(1===b.nodeType||e)return a(b,c,f)}:function(b,c,g){var h,i,j=[w,f];if(g){while(b=b[d])if((1===b.nodeType||e)&&a(b,c,g))return!0}else while(b=b[d])if(1===b.nodeType||e){if(i=b[u]||(b[u]={}),(h=i[d])&&h[0]===w&&h[1]===f)return j[2]=h[2];if(i[d]=j,j[2]=a(b,c,g))return!0}}}function ta(a){return a.length>1?function(b,c,d){var e=a.length;while(e--)if(!a[e](b,c,d))return!1;return!0}:a[0]}function ua(a,b,c){for(var d=0,e=b.length;e>d;d++)ga(a,b[d],c);return c}function va(a,b,c,d,e){for(var f,g=[],h=0,i=a.length,j=null!=b;i>h;h++)(f=a[h])&&(!c||c(f,d,e))&&(g.push(f),j&&b.push(h));return g}function wa(a,b,c,d,e,f){return d&&!d[u]&&(d=wa(d)),e&&!e[u]&&(e=wa(e,f)),ia(function(f,g,h,i){var j,k,l,m=[],n=[],o=g.length,p=f||ua(b||"*",h.nodeType?[h]:h,[]),q=!a||!f&&b?p:va(p,m,a,h,i),r=c?e||(f?a:o||d)?[]:g:q;if(c&&c(q,r,h,i),d){j=va(r,n),d(j,[],h,i),k=j.length;while(k--)(l=j[k])&&(r[n[k]]=!(q[n[k]]=l))}if(f){if(e||a){if(e){j=[],k=r.length;while(k--)(l=r[k])&&j.push(q[k]=l);e(null,r=[],j,i)}k=r.length;while(k--)(l=r[k])&&(j=e?J(f,l):m[k])>-1&&(f[j]=!(g[j]=l))}}else r=va(r===g?r.splice(o,r.length):r),e?e(null,g,r,i):H.apply(g,r)})}function xa(a){for(var b,c,e,f=a.length,g=d.relative[a[0].type],h=g||d.relative[" "],i=g?1:0,k=sa(function(a){return a===b},h,!0),l=sa(function(a){return J(b,a)>-1},h,!0),m=[function(a,c,d){var e=!g&&(d||c!==j)||((b=c).nodeType?k(a,c,d):l(a,c,d));return b=null,e}];f>i;i++)if(c=d.relative[a[i].type])m=[sa(ta(m),c)];else{if(c=d.filter[a[i].type].apply(null,a[i].matches),c[u]){for(e=++i;f>e;e++)if(d.relative[a[e].type])break;return wa(i>1&&ta(m),i>1&&ra(a.slice(0,i-1).concat({value:" "===a[i-2].type?"*":""})).replace(R,"$1"),c,e>i&&xa(a.slice(i,e)),f>e&&xa(a=a.slice(e)),f>e&&ra(a))}m.push(c)}return ta(m)}function ya(a,b){var c=b.length>0,e=a.length>0,f=function(f,g,h,i,k){var l,m,o,p=0,q="0",r=f&&[],s=[],t=j,u=f||e&&d.find.TAG("*",k),v=w+=null==t?1:Math.random()||.1,x=u.length;for(k&&(j=g!==n&&g);q!==x&&null!=(l=u[q]);q++){if(e&&l){m=0;while(o=a[m++])if(o(l,g,h)){i.push(l);break}k&&(w=v)}c&&((l=!o&&l)&&p--,f&&r.push(l))}if(p+=q,c&&q!==p){m=0;while(o=b[m++])o(r,s,g,h);if(f){if(p>0)while(q--)r[q]||s[q]||(s[q]=F.call(i));s=va(s)}H.apply(i,s),k&&!f&&s.length>0&&p+b.length>1&&ga.uniqueSort(i)}return k&&(w=v,j=t),r};return c?ia(f):f}return h=ga.compile=function(a,b){var c,d=[],e=[],f=A[a+" "];if(!f){b||(b=g(a)),c=b.length;while(c--)f=xa(b[c]),f[u]?d.push(f):e.push(f);f=A(a,ya(e,d)),f.selector=a}return f},i=ga.select=function(a,b,e,f){var i,j,k,l,m,n="function"==typeof a&&a,o=!f&&g(a=n.selector||a);if(e=e||[],1===o.length){if(j=o[0]=o[0].slice(0),j.length>2&&"ID"===(k=j[0]).type&&c.getById&&9===b.nodeType&&p&&d.relative[j[1].type]){if(b=(d.find.ID(k.matches[0].replace(ca,da),b)||[])[0],!b)return e;n&&(b=b.parentNode),a=a.slice(j.shift().value.length)}i=X.needsContext.test(a)?0:j.length;while(i--){if(k=j[i],d.relative[l=k.type])break;if((m=d.find[l])&&(f=m(k.matches[0].replace(ca,da),aa.test(j[0].type)&&pa(b.parentNode)||b))){if(j.splice(i,1),a=f.length&&ra(j),!a)return H.apply(e,f),e;break}}}return(n||h(a,o))(f,b,!p,e,aa.test(a)&&pa(b.parentNode)||b),e},c.sortStable=u.split("").sort(B).join("")===u,c.detectDuplicates=!!l,m(),c.sortDetached=ja(function(a){return 1&a.compareDocumentPosition(n.createElement("div"))}),ja(function(a){return a.innerHTML="<a href='#'></a>","#"===a.firstChild.getAttribute("href")})||ka("type|href|height|width",function(a,b,c){return c?void 0:a.getAttribute(b,"type"===b.toLowerCase()?1:2)}),c.attributes&&ja(function(a){return a.innerHTML="<input/>",a.firstChild.setAttribute("value",""),""===a.firstChild.getAttribute("value")})||ka("value",function(a,b,c){return c||"input"!==a.nodeName.toLowerCase()?void 0:a.defaultValue}),ja(function(a){return null==a.getAttribute("disabled")})||ka(K,function(a,b,c){var d;return c?void 0:a[b]===!0?b.toLowerCase():(d=a.getAttributeNode(b))&&d.specified?d.value:null}),ga}(a);m.find=s,m.expr=s.selectors,m.expr[":"]=m.expr.pseudos,m.unique=s.uniqueSort,m.text=s.getText,m.isXMLDoc=s.isXML,m.contains=s.contains;var t=m.expr.match.needsContext,u=/^<(\w+)\s*\/?>(?:<\/\1>|)$/,v=/^.[^:#\[\.,]*$/;function w(a,b,c){if(m.isFunction(b))return m.grep(a,function(a,d){return!!b.call(a,d,a)!==c});if(b.nodeType)return m.grep(a,function(a){return a===b!==c});if("string"==typeof b){if(v.test(b))return m.filter(b,a,c);b=m.filter(b,a)}return m.grep(a,function(a){return m.inArray(a,b)>=0!==c})}m.filter=function(a,b,c){var d=b[0];return c&&(a=":not("+a+")"),1===b.length&&1===d.nodeType?m.find.matchesSelector(d,a)?[d]:[]:m.find.matches(a,m.grep(b,function(a){return 1===a.nodeType}))},m.fn.extend({find:function(a){var b,c=[],d=this,e=d.length;if("string"!=typeof a)return this.pushStack(m(a).filter(function(){for(b=0;e>b;b++)if(m.contains(d[b],this))return!0}));for(b=0;e>b;b++)m.find(a,d[b],c);return c=this.pushStack(e>1?m.unique(c):c),c.selector=this.selector?this.selector+" "+a:a,c},filter:function(a){return this.pushStack(w(this,a||[],!1))},not:function(a){return this.pushStack(w(this,a||[],!0))},is:function(a){return!!w(this,"string"==typeof a&&t.test(a)?m(a):a||[],!1).length}});var x,y=a.document,z=/^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]*))$/,A=m.fn.init=function(a,b){var c,d;if(!a)return this;if("string"==typeof a){if(c="<"===a.charAt(0)&&">"===a.charAt(a.length-1)&&a.length>=3?[null,a,null]:z.exec(a),!c||!c[1]&&b)return!b||b.jquery?(b||x).find(a):this.constructor(b).find(a);if(c[1]){if(b=b instanceof m?b[0]:b,m.merge(this,m.parseHTML(c[1],b&&b.nodeType?b.ownerDocument||b:y,!0)),u.test(c[1])&&m.isPlainObject(b))for(c in b)m.isFunction(this[c])?this[c](b[c]):this.attr(c,b[c]);return this}if(d=y.getElementById(c[2]),d&&d.parentNode){if(d.id!==c[2])return x.find(a);this.length=1,this[0]=d}return this.context=y,this.selector=a,this}return a.nodeType?(this.context=this[0]=a,this.length=1,this):m.isFunction(a)?"undefined"!=typeof x.ready?x.ready(a):a(m):(void 0!==a.selector&&(this.selector=a.selector,this.context=a.context),m.makeArray(a,this))};A.prototype=m.fn,x=m(y);var B=/^(?:parents|prev(?:Until|All))/,C={children:!0,contents:!0,next:!0,prev:!0};m.extend({dir:function(a,b,c){var d=[],e=a[b];while(e&&9!==e.nodeType&&(void 0===c||1!==e.nodeType||!m(e).is(c)))1===e.nodeType&&d.push(e),e=e[b];return d},sibling:function(a,b){for(var c=[];a;a=a.nextSibling)1===a.nodeType&&a!==b&&c.push(a);return c}}),m.fn.extend({has:function(a){var b,c=m(a,this),d=c.length;return this.filter(function(){for(b=0;d>b;b++)if(m.contains(this,c[b]))return!0})},closest:function(a,b){for(var c,d=0,e=this.length,f=[],g=t.test(a)||"string"!=typeof a?m(a,b||this.context):0;e>d;d++)for(c=this[d];c&&c!==b;c=c.parentNode)if(c.nodeType<11&&(g?g.index(c)>-1:1===c.nodeType&&m.find.matchesSelector(c,a))){f.push(c);break}return this.pushStack(f.length>1?m.unique(f):f)},index:function(a){return a?"string"==typeof a?m.inArray(this[0],m(a)):m.inArray(a.jquery?a[0]:a,this):this[0]&&this[0].parentNode?this.first().prevAll().length:-1},add:function(a,b){return this.pushStack(m.unique(m.merge(this.get(),m(a,b))))},addBack:function(a){return this.add(null==a?this.prevObject:this.prevObject.filter(a))}});function D(a,b){do a=a[b];while(a&&1!==a.nodeType);return a}m.each({parent:function(a){var b=a.parentNode;return b&&11!==b.nodeType?b:null},parents:function(a){return m.dir(a,"parentNode")},parentsUntil:function(a,b,c){return m.dir(a,"parentNode",c)},next:function(a){return D(a,"nextSibling")},prev:function(a){return D(a,"previousSibling")},nextAll:function(a){return m.dir(a,"nextSibling")},prevAll:function(a){return m.dir(a,"previousSibling")},nextUntil:function(a,b,c){return m.dir(a,"nextSibling",c)},prevUntil:function(a,b,c){return m.dir(a,"previousSibling",c)},siblings:function(a){return m.sibling((a.parentNode||{}).firstChild,a)},children:function(a){return m.sibling(a.firstChild)},contents:function(a){return m.nodeName(a,"iframe")?a.contentDocument||a.contentWindow.document:m.merge([],a.childNodes)}},function(a,b){m.fn[a]=function(c,d){var e=m.map(this,b,c);return"Until"!==a.slice(-5)&&(d=c),d&&"string"==typeof d&&(e=m.filter(d,e)),this.length>1&&(C[a]||(e=m.unique(e)),B.test(a)&&(e=e.reverse())),this.pushStack(e)}});var E=/\S+/g,F={};function G(a){var b=F[a]={};return m.each(a.match(E)||[],function(a,c){b[c]=!0}),b}m.Callbacks=function(a){a="string"==typeof a?F[a]||G(a):m.extend({},a);var b,c,d,e,f,g,h=[],i=!a.once&&[],j=function(l){for(c=a.memory&&l,d=!0,f=g||0,g=0,e=h.length,b=!0;h&&e>f;f++)if(h[f].apply(l[0],l[1])===!1&&a.stopOnFalse){c=!1;break}b=!1,h&&(i?i.length&&j(i.shift()):c?h=[]:k.disable())},k={add:function(){if(h){var d=h.length;!function f(b){m.each(b,function(b,c){var d=m.type(c);"function"===d?a.unique&&k.has(c)||h.push(c):c&&c.length&&"string"!==d&&f(c)})}(arguments),b?e=h.length:c&&(g=d,j(c))}return this},remove:function(){return h&&m.each(arguments,function(a,c){var d;while((d=m.inArray(c,h,d))>-1)h.splice(d,1),b&&(e>=d&&e--,f>=d&&f--)}),this},has:function(a){return a?m.inArray(a,h)>-1:!(!h||!h.length)},empty:function(){return h=[],e=0,this},disable:function(){return h=i=c=void 0,this},disabled:function(){return!h},lock:function(){return i=void 0,c||k.disable(),this},locked:function(){return!i},fireWith:function(a,c){return!h||d&&!i||(c=c||[],c=[a,c.slice?c.slice():c],b?i.push(c):j(c)),this},fire:function(){return k.fireWith(this,arguments),this},fired:function(){return!!d}};return k},m.extend({Deferred:function(a){var b=[["resolve","done",m.Callbacks("once memory"),"resolved"],["reject","fail",m.Callbacks("once memory"),"rejected"],["notify","progress",m.Callbacks("memory")]],c="pending",d={state:function(){return c},always:function(){return e.done(arguments).fail(arguments),this},then:function(){var a=arguments;return m.Deferred(function(c){m.each(b,function(b,f){var g=m.isFunction(a[b])&&a[b];e[f[1]](function(){var a=g&&g.apply(this,arguments);a&&m.isFunction(a.promise)?a.promise().done(c.resolve).fail(c.reject).progress(c.notify):c[f[0]+"With"](this===d?c.promise():this,g?[a]:arguments)})}),a=null}).promise()},promise:function(a){return null!=a?m.extend(a,d):d}},e={};return d.pipe=d.then,m.each(b,function(a,f){var g=f[2],h=f[3];d[f[1]]=g.add,h&&g.add(function(){c=h},b[1^a][2].disable,b[2][2].lock),e[f[0]]=function(){return e[f[0]+"With"](this===e?d:this,arguments),this},e[f[0]+"With"]=g.fireWith}),d.promise(e),a&&a.call(e,e),e},when:function(a){var b=0,c=d.call(arguments),e=c.length,f=1!==e||a&&m.isFunction(a.promise)?e:0,g=1===f?a:m.Deferred(),h=function(a,b,c){return function(e){b[a]=this,c[a]=arguments.length>1?d.call(arguments):e,c===i?g.notifyWith(b,c):--f||g.resolveWith(b,c)}},i,j,k;if(e>1)for(i=new Array(e),j=new Array(e),k=new Array(e);e>b;b++)c[b]&&m.isFunction(c[b].promise)?c[b].promise().done(h(b,k,c)).fail(g.reject).progress(h(b,j,i)):--f;return f||g.resolveWith(k,c),g.promise()}});var H;m.fn.ready=function(a){return m.ready.promise().done(a),this},m.extend({isReady:!1,readyWait:1,holdReady:function(a){a?m.readyWait++:m.ready(!0)},ready:function(a){if(a===!0?!--m.readyWait:!m.isReady){if(!y.body)return setTimeout(m.ready);m.isReady=!0,a!==!0&&--m.readyWait>0||(H.resolveWith(y,[m]),m.fn.triggerHandler&&(m(y).triggerHandler("ready"),m(y).off("ready")))}}});function I(){y.addEventListener?(y.removeEventListener("DOMContentLoaded",J,!1),a.removeEventListener("load",J,!1)):(y.detachEvent("onreadystatechange",J),a.detachEvent("onload",J))}function J(){(y.addEventListener||"load"===event.type||"complete"===y.readyState)&&(I(),m.ready())}m.ready.promise=function(b){if(!H)if(H=m.Deferred(),"complete"===y.readyState)setTimeout(m.ready);else if(y.addEventListener)y.addEventListener("DOMContentLoaded",J,!1),a.addEventListener("load",J,!1);else{y.attachEvent("onreadystatechange",J),a.attachEvent("onload",J);var c=!1;try{c=null==a.frameElement&&y.documentElement}catch(d){}c&&c.doScroll&&!function e(){if(!m.isReady){try{c.doScroll("left")}catch(a){return setTimeout(e,50)}I(),m.ready()}}()}return H.promise(b)};var K="undefined",L;for(L in m(k))break;k.ownLast="0"!==L,k.inlineBlockNeedsLayout=!1,m(function(){var a,b,c,d;c=y.getElementsByTagName("body")[0],c&&c.style&&(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),typeof b.style.zoom!==K&&(b.style.cssText="display:inline;margin:0;border:0;padding:1px;width:1px;zoom:1",k.inlineBlockNeedsLayout=a=3===b.offsetWidth,a&&(c.style.zoom=1)),c.removeChild(d))}),function(){var a=y.createElement("div");if(null==k.deleteExpando){k.deleteExpando=!0;try{delete a.test}catch(b){k.deleteExpando=!1}}a=null}(),m.acceptData=function(a){var b=m.noData[(a.nodeName+" ").toLowerCase()],c=+a.nodeType||1;return 1!==c&&9!==c?!1:!b||b!==!0&&a.getAttribute("classid")===b};var M=/^(?:\{[\w\W]*\}|\[[\w\W]*\])$/,N=/([A-Z])/g;function O(a,b,c){if(void 0===c&&1===a.nodeType){var d="data-"+b.replace(N,"-$1").toLowerCase();if(c=a.getAttribute(d),"string"==typeof c){try{c="true"===c?!0:"false"===c?!1:"null"===c?null:+c+""===c?+c:M.test(c)?m.parseJSON(c):c}catch(e){}m.data(a,b,c)}else c=void 0}return c}function P(a){var b;for(b in a)if(("data"!==b||!m.isEmptyObject(a[b]))&&"toJSON"!==b)return!1;

return!0}function Q(a,b,d,e){if(m.acceptData(a)){var f,g,h=m.expando,i=a.nodeType,j=i?m.cache:a,k=i?a[h]:a[h]&&h;if(k&&j[k]&&(e||j[k].data)||void 0!==d||"string"!=typeof b)return k||(k=i?a[h]=c.pop()||m.guid++:h),j[k]||(j[k]=i?{}:{toJSON:m.noop}),("object"==typeof b||"function"==typeof b)&&(e?j[k]=m.extend(j[k],b):j[k].data=m.extend(j[k].data,b)),g=j[k],e||(g.data||(g.data={}),g=g.data),void 0!==d&&(g[m.camelCase(b)]=d),"string"==typeof b?(f=g[b],null==f&&(f=g[m.camelCase(b)])):f=g,f}}function R(a,b,c){if(m.acceptData(a)){var d,e,f=a.nodeType,g=f?m.cache:a,h=f?a[m.expando]:m.expando;if(g[h]){if(b&&(d=c?g[h]:g[h].data)){m.isArray(b)?b=b.concat(m.map(b,m.camelCase)):b in d?b=[b]:(b=m.camelCase(b),b=b in d?[b]:b.split(" ")),e=b.length;while(e--)delete d[b[e]];if(c?!P(d):!m.isEmptyObject(d))return}(c||(delete g[h].data,P(g[h])))&&(f?m.cleanData([a],!0):k.deleteExpando||g!=g.window?delete g[h]:g[h]=null)}}}m.extend({cache:{},noData:{"applet ":!0,"embed ":!0,"object ":"clsid:D27CDB6E-AE6D-11cf-96B8-444553540000"},hasData:function(a){return a=a.nodeType?m.cache[a[m.expando]]:a[m.expando],!!a&&!P(a)},data:function(a,b,c){return Q(a,b,c)},removeData:function(a,b){return R(a,b)},_data:function(a,b,c){return Q(a,b,c,!0)},_removeData:function(a,b){return R(a,b,!0)}}),m.fn.extend({data:function(a,b){var c,d,e,f=this[0],g=f&&f.attributes;if(void 0===a){if(this.length&&(e=m.data(f),1===f.nodeType&&!m._data(f,"parsedAttrs"))){c=g.length;while(c--)g[c]&&(d=g[c].name,0===d.indexOf("data-")&&(d=m.camelCase(d.slice(5)),O(f,d,e[d])));m._data(f,"parsedAttrs",!0)}return e}return"object"==typeof a?this.each(function(){m.data(this,a)}):arguments.length>1?this.each(function(){m.data(this,a,b)}):f?O(f,a,m.data(f,a)):void 0},removeData:function(a){return this.each(function(){m.removeData(this,a)})}}),m.extend({queue:function(a,b,c){var d;return a?(b=(b||"fx")+"queue",d=m._data(a,b),c&&(!d||m.isArray(c)?d=m._data(a,b,m.makeArray(c)):d.push(c)),d||[]):void 0},dequeue:function(a,b){b=b||"fx";var c=m.queue(a,b),d=c.length,e=c.shift(),f=m._queueHooks(a,b),g=function(){m.dequeue(a,b)};"inprogress"===e&&(e=c.shift(),d--),e&&("fx"===b&&c.unshift("inprogress"),delete f.stop,e.call(a,g,f)),!d&&f&&f.empty.fire()},_queueHooks:function(a,b){var c=b+"queueHooks";return m._data(a,c)||m._data(a,c,{empty:m.Callbacks("once memory").add(function(){m._removeData(a,b+"queue"),m._removeData(a,c)})})}}),m.fn.extend({queue:function(a,b){var c=2;return"string"!=typeof a&&(b=a,a="fx",c--),arguments.length<c?m.queue(this[0],a):void 0===b?this:this.each(function(){var c=m.queue(this,a,b);m._queueHooks(this,a),"fx"===a&&"inprogress"!==c[0]&&m.dequeue(this,a)})},dequeue:function(a){return this.each(function(){m.dequeue(this,a)})},clearQueue:function(a){return this.queue(a||"fx",[])},promise:function(a,b){var c,d=1,e=m.Deferred(),f=this,g=this.length,h=function(){--d||e.resolveWith(f,[f])};"string"!=typeof a&&(b=a,a=void 0),a=a||"fx";while(g--)c=m._data(f[g],a+"queueHooks"),c&&c.empty&&(d++,c.empty.add(h));return h(),e.promise(b)}});var S=/[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/.source,T=["Top","Right","Bottom","Left"],U=function(a,b){return a=b||a,"none"===m.css(a,"display")||!m.contains(a.ownerDocument,a)},V=m.access=function(a,b,c,d,e,f,g){var h=0,i=a.length,j=null==c;if("object"===m.type(c)){e=!0;for(h in c)m.access(a,b,h,c[h],!0,f,g)}else if(void 0!==d&&(e=!0,m.isFunction(d)||(g=!0),j&&(g?(b.call(a,d),b=null):(j=b,b=function(a,b,c){return j.call(m(a),c)})),b))for(;i>h;h++)b(a[h],c,g?d:d.call(a[h],h,b(a[h],c)));return e?a:j?b.call(a):i?b(a[0],c):f},W=/^(?:checkbox|radio)$/i;!function(){var a=y.createElement("input"),b=y.createElement("div"),c=y.createDocumentFragment();if(b.innerHTML="  <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",k.leadingWhitespace=3===b.firstChild.nodeType,k.tbody=!b.getElementsByTagName("tbody").length,k.htmlSerialize=!!b.getElementsByTagName("link").length,k.html5Clone="<:nav></:nav>"!==y.createElement("nav").cloneNode(!0).outerHTML,a.type="checkbox",a.checked=!0,c.appendChild(a),k.appendChecked=a.checked,b.innerHTML="<textarea>x</textarea>",k.noCloneChecked=!!b.cloneNode(!0).lastChild.defaultValue,c.appendChild(b),b.innerHTML="<input type='radio' checked='checked' name='t'/>",k.checkClone=b.cloneNode(!0).cloneNode(!0).lastChild.checked,k.noCloneEvent=!0,b.attachEvent&&(b.attachEvent("onclick",function(){k.noCloneEvent=!1}),b.cloneNode(!0).click()),null==k.deleteExpando){k.deleteExpando=!0;try{delete b.test}catch(d){k.deleteExpando=!1}}}(),function(){var b,c,d=y.createElement("div");for(b in{submit:!0,change:!0,focusin:!0})c="on"+b,(k[b+"Bubbles"]=c in a)||(d.setAttribute(c,"t"),k[b+"Bubbles"]=d.attributes[c].expando===!1);d=null}();var X=/^(?:input|select|textarea)$/i,Y=/^key/,Z=/^(?:mouse|pointer|contextmenu)|click/,$=/^(?:focusinfocus|focusoutblur)$/,_=/^([^.]*)(?:\.(.+)|)$/;function aa(){return!0}function ba(){return!1}function ca(){try{return y.activeElement}catch(a){}}m.event={global:{},add:function(a,b,c,d,e){var f,g,h,i,j,k,l,n,o,p,q,r=m._data(a);if(r){c.handler&&(i=c,c=i.handler,e=i.selector),c.guid||(c.guid=m.guid++),(g=r.events)||(g=r.events={}),(k=r.handle)||(k=r.handle=function(a){return typeof m===K||a&&m.event.triggered===a.type?void 0:m.event.dispatch.apply(k.elem,arguments)},k.elem=a),b=(b||"").match(E)||[""],h=b.length;while(h--)f=_.exec(b[h])||[],o=q=f[1],p=(f[2]||"").split(".").sort(),o&&(j=m.event.special[o]||{},o=(e?j.delegateType:j.bindType)||o,j=m.event.special[o]||{},l=m.extend({type:o,origType:q,data:d,handler:c,guid:c.guid,selector:e,needsContext:e&&m.expr.match.needsContext.test(e),namespace:p.join(".")},i),(n=g[o])||(n=g[o]=[],n.delegateCount=0,j.setup&&j.setup.call(a,d,p,k)!==!1||(a.addEventListener?a.addEventListener(o,k,!1):a.attachEvent&&a.attachEvent("on"+o,k))),j.add&&(j.add.call(a,l),l.handler.guid||(l.handler.guid=c.guid)),e?n.splice(n.delegateCount++,0,l):n.push(l),m.event.global[o]=!0);a=null}},remove:function(a,b,c,d,e){var f,g,h,i,j,k,l,n,o,p,q,r=m.hasData(a)&&m._data(a);if(r&&(k=r.events)){b=(b||"").match(E)||[""],j=b.length;while(j--)if(h=_.exec(b[j])||[],o=q=h[1],p=(h[2]||"").split(".").sort(),o){l=m.event.special[o]||{},o=(d?l.delegateType:l.bindType)||o,n=k[o]||[],h=h[2]&&new RegExp("(^|\\.)"+p.join("\\.(?:.*\\.|)")+"(\\.|$)"),i=f=n.length;while(f--)g=n[f],!e&&q!==g.origType||c&&c.guid!==g.guid||h&&!h.test(g.namespace)||d&&d!==g.selector&&("**"!==d||!g.selector)||(n.splice(f,1),g.selector&&n.delegateCount--,l.remove&&l.remove.call(a,g));i&&!n.length&&(l.teardown&&l.teardown.call(a,p,r.handle)!==!1||m.removeEvent(a,o,r.handle),delete k[o])}else for(o in k)m.event.remove(a,o+b[j],c,d,!0);m.isEmptyObject(k)&&(delete r.handle,m._removeData(a,"events"))}},trigger:function(b,c,d,e){var f,g,h,i,k,l,n,o=[d||y],p=j.call(b,"type")?b.type:b,q=j.call(b,"namespace")?b.namespace.split("."):[];if(h=l=d=d||y,3!==d.nodeType&&8!==d.nodeType&&!$.test(p+m.event.triggered)&&(p.indexOf(".")>=0&&(q=p.split("."),p=q.shift(),q.sort()),g=p.indexOf(":")<0&&"on"+p,b=b[m.expando]?b:new m.Event(p,"object"==typeof b&&b),b.isTrigger=e?2:3,b.namespace=q.join("."),b.namespace_re=b.namespace?new RegExp("(^|\\.)"+q.join("\\.(?:.*\\.|)")+"(\\.|$)"):null,b.result=void 0,b.target||(b.target=d),c=null==c?[b]:m.makeArray(c,[b]),k=m.event.special[p]||{},e||!k.trigger||k.trigger.apply(d,c)!==!1)){if(!e&&!k.noBubble&&!m.isWindow(d)){for(i=k.delegateType||p,$.test(i+p)||(h=h.parentNode);h;h=h.parentNode)o.push(h),l=h;l===(d.ownerDocument||y)&&o.push(l.defaultView||l.parentWindow||a)}n=0;while((h=o[n++])&&!b.isPropagationStopped())b.type=n>1?i:k.bindType||p,f=(m._data(h,"events")||{})[b.type]&&m._data(h,"handle"),f&&f.apply(h,c),f=g&&h[g],f&&f.apply&&m.acceptData(h)&&(b.result=f.apply(h,c),b.result===!1&&b.preventDefault());if(b.type=p,!e&&!b.isDefaultPrevented()&&(!k._default||k._default.apply(o.pop(),c)===!1)&&m.acceptData(d)&&g&&d[p]&&!m.isWindow(d)){l=d[g],l&&(d[g]=null),m.event.triggered=p;try{d[p]()}catch(r){}m.event.triggered=void 0,l&&(d[g]=l)}return b.result}},dispatch:function(a){a=m.event.fix(a);var b,c,e,f,g,h=[],i=d.call(arguments),j=(m._data(this,"events")||{})[a.type]||[],k=m.event.special[a.type]||{};if(i[0]=a,a.delegateTarget=this,!k.preDispatch||k.preDispatch.call(this,a)!==!1){h=m.event.handlers.call(this,a,j),b=0;while((f=h[b++])&&!a.isPropagationStopped()){a.currentTarget=f.elem,g=0;while((e=f.handlers[g++])&&!a.isImmediatePropagationStopped())(!a.namespace_re||a.namespace_re.test(e.namespace))&&(a.handleObj=e,a.data=e.data,c=((m.event.special[e.origType]||{}).handle||e.handler).apply(f.elem,i),void 0!==c&&(a.result=c)===!1&&(a.preventDefault(),a.stopPropagation()))}return k.postDispatch&&k.postDispatch.call(this,a),a.result}},handlers:function(a,b){var c,d,e,f,g=[],h=b.delegateCount,i=a.target;if(h&&i.nodeType&&(!a.button||"click"!==a.type))for(;i!=this;i=i.parentNode||this)if(1===i.nodeType&&(i.disabled!==!0||"click"!==a.type)){for(e=[],f=0;h>f;f++)d=b[f],c=d.selector+" ",void 0===e[c]&&(e[c]=d.needsContext?m(c,this).index(i)>=0:m.find(c,this,null,[i]).length),e[c]&&e.push(d);e.length&&g.push({elem:i,handlers:e})}return h<b.length&&g.push({elem:this,handlers:b.slice(h)}),g},fix:function(a){if(a[m.expando])return a;var b,c,d,e=a.type,f=a,g=this.fixHooks[e];g||(this.fixHooks[e]=g=Z.test(e)?this.mouseHooks:Y.test(e)?this.keyHooks:{}),d=g.props?this.props.concat(g.props):this.props,a=new m.Event(f),b=d.length;while(b--)c=d[b],a[c]=f[c];return a.target||(a.target=f.srcElement||y),3===a.target.nodeType&&(a.target=a.target.parentNode),a.metaKey=!!a.metaKey,g.filter?g.filter(a,f):a},props:"altKey bubbles cancelable ctrlKey currentTarget eventPhase metaKey relatedTarget shiftKey target timeStamp view which".split(" "),fixHooks:{},keyHooks:{props:"char charCode key keyCode".split(" "),filter:function(a,b){return null==a.which&&(a.which=null!=b.charCode?b.charCode:b.keyCode),a}},mouseHooks:{props:"button buttons clientX clientY fromElement offsetX offsetY pageX pageY screenX screenY toElement".split(" "),filter:function(a,b){var c,d,e,f=b.button,g=b.fromElement;return null==a.pageX&&null!=b.clientX&&(d=a.target.ownerDocument||y,e=d.documentElement,c=d.body,a.pageX=b.clientX+(e&&e.scrollLeft||c&&c.scrollLeft||0)-(e&&e.clientLeft||c&&c.clientLeft||0),a.pageY=b.clientY+(e&&e.scrollTop||c&&c.scrollTop||0)-(e&&e.clientTop||c&&c.clientTop||0)),!a.relatedTarget&&g&&(a.relatedTarget=g===a.target?b.toElement:g),a.which||void 0===f||(a.which=1&f?1:2&f?3:4&f?2:0),a}},special:{load:{noBubble:!0},focus:{trigger:function(){if(this!==ca()&&this.focus)try{return this.focus(),!1}catch(a){}},delegateType:"focusin"},blur:{trigger:function(){return this===ca()&&this.blur?(this.blur(),!1):void 0},delegateType:"focusout"},click:{trigger:function(){return m.nodeName(this,"input")&&"checkbox"===this.type&&this.click?(this.click(),!1):void 0},_default:function(a){return m.nodeName(a.target,"a")}},beforeunload:{postDispatch:function(a){void 0!==a.result&&a.originalEvent&&(a.originalEvent.returnValue=a.result)}}},simulate:function(a,b,c,d){var e=m.extend(new m.Event,c,{type:a,isSimulated:!0,originalEvent:{}});d?m.event.trigger(e,null,b):m.event.dispatch.call(b,e),e.isDefaultPrevented()&&c.preventDefault()}},m.removeEvent=y.removeEventListener?function(a,b,c){a.removeEventListener&&a.removeEventListener(b,c,!1)}:function(a,b,c){var d="on"+b;a.detachEvent&&(typeof a[d]===K&&(a[d]=null),a.detachEvent(d,c))},m.Event=function(a,b){return this instanceof m.Event?(a&&a.type?(this.originalEvent=a,this.type=a.type,this.isDefaultPrevented=a.defaultPrevented||void 0===a.defaultPrevented&&a.returnValue===!1?aa:ba):this.type=a,b&&m.extend(this,b),this.timeStamp=a&&a.timeStamp||m.now(),void(this[m.expando]=!0)):new m.Event(a,b)},m.Event.prototype={isDefaultPrevented:ba,isPropagationStopped:ba,isImmediatePropagationStopped:ba,preventDefault:function(){var a=this.originalEvent;this.isDefaultPrevented=aa,a&&(a.preventDefault?a.preventDefault():a.returnValue=!1)},stopPropagation:function(){var a=this.originalEvent;this.isPropagationStopped=aa,a&&(a.stopPropagation&&a.stopPropagation(),a.cancelBubble=!0)},stopImmediatePropagation:function(){var a=this.originalEvent;this.isImmediatePropagationStopped=aa,a&&a.stopImmediatePropagation&&a.stopImmediatePropagation(),this.stopPropagation()}},m.each({mouseenter:"mouseover",mouseleave:"mouseout",pointerenter:"pointerover",pointerleave:"pointerout"},function(a,b){m.event.special[a]={delegateType:b,bindType:b,handle:function(a){var c,d=this,e=a.relatedTarget,f=a.handleObj;return(!e||e!==d&&!m.contains(d,e))&&(a.type=f.origType,c=f.handler.apply(this,arguments),a.type=b),c}}}),k.submitBubbles||(m.event.special.submit={setup:function(){return m.nodeName(this,"form")?!1:void m.event.add(this,"click._submit keypress._submit",function(a){var b=a.target,c=m.nodeName(b,"input")||m.nodeName(b,"button")?b.form:void 0;c&&!m._data(c,"submitBubbles")&&(m.event.add(c,"submit._submit",function(a){a._submit_bubble=!0}),m._data(c,"submitBubbles",!0))})},postDispatch:function(a){a._submit_bubble&&(delete a._submit_bubble,this.parentNode&&!a.isTrigger&&m.event.simulate("submit",this.parentNode,a,!0))},teardown:function(){return m.nodeName(this,"form")?!1:void m.event.remove(this,"._submit")}}),k.changeBubbles||(m.event.special.change={setup:function(){return X.test(this.nodeName)?(("checkbox"===this.type||"radio"===this.type)&&(m.event.add(this,"propertychange._change",function(a){"checked"===a.originalEvent.propertyName&&(this._just_changed=!0)}),m.event.add(this,"click._change",function(a){this._just_changed&&!a.isTrigger&&(this._just_changed=!1),m.event.simulate("change",this,a,!0)})),!1):void m.event.add(this,"beforeactivate._change",function(a){var b=a.target;X.test(b.nodeName)&&!m._data(b,"changeBubbles")&&(m.event.add(b,"change._change",function(a){!this.parentNode||a.isSimulated||a.isTrigger||m.event.simulate("change",this.parentNode,a,!0)}),m._data(b,"changeBubbles",!0))})},handle:function(a){var b=a.target;return this!==b||a.isSimulated||a.isTrigger||"radio"!==b.type&&"checkbox"!==b.type?a.handleObj.handler.apply(this,arguments):void 0},teardown:function(){return m.event.remove(this,"._change"),!X.test(this.nodeName)}}),k.focusinBubbles||m.each({focus:"focusin",blur:"focusout"},function(a,b){var c=function(a){m.event.simulate(b,a.target,m.event.fix(a),!0)};m.event.special[b]={setup:function(){var d=this.ownerDocument||this,e=m._data(d,b);e||d.addEventListener(a,c,!0),m._data(d,b,(e||0)+1)},teardown:function(){var d=this.ownerDocument||this,e=m._data(d,b)-1;e?m._data(d,b,e):(d.removeEventListener(a,c,!0),m._removeData(d,b))}}}),m.fn.extend({on:function(a,b,c,d,e){var f,g;if("object"==typeof a){"string"!=typeof b&&(c=c||b,b=void 0);for(f in a)this.on(f,b,c,a[f],e);return this}if(null==c&&null==d?(d=b,c=b=void 0):null==d&&("string"==typeof b?(d=c,c=void 0):(d=c,c=b,b=void 0)),d===!1)d=ba;else if(!d)return this;return 1===e&&(g=d,d=function(a){return m().off(a),g.apply(this,arguments)},d.guid=g.guid||(g.guid=m.guid++)),this.each(function(){m.event.add(this,a,d,c,b)})},one:function(a,b,c,d){return this.on(a,b,c,d,1)},off:function(a,b,c){var d,e;if(a&&a.preventDefault&&a.handleObj)return d=a.handleObj,m(a.delegateTarget).off(d.namespace?d.origType+"."+d.namespace:d.origType,d.selector,d.handler),this;if("object"==typeof a){for(e in a)this.off(e,b,a[e]);return this}return(b===!1||"function"==typeof b)&&(c=b,b=void 0),c===!1&&(c=ba),this.each(function(){m.event.remove(this,a,c,b)})},trigger:function(a,b){return this.each(function(){m.event.trigger(a,b,this)})},triggerHandler:function(a,b){var c=this[0];return c?m.event.trigger(a,b,c,!0):void 0}});function da(a){var b=ea.split("|"),c=a.createDocumentFragment();if(c.createElement)while(b.length)c.createElement(b.pop());return c}var ea="abbr|article|aside|audio|bdi|canvas|data|datalist|details|figcaption|figure|footer|header|hgroup|mark|meter|nav|output|progress|section|summary|time|video",fa=/ jQuery\d+="(?:null|\d+)"/g,ga=new RegExp("<(?:"+ea+")[\\s/>]","i"),ha=/^\s+/,ia=/<(?!area|br|col|embed|hr|img|input|link|meta|param)(([\w:]+)[^>]*)\/>/gi,ja=/<([\w:]+)/,ka=/<tbody/i,la=/<|&#?\w+;/,ma=/<(?:script|style|link)/i,na=/checked\s*(?:[^=]|=\s*.checked.)/i,oa=/^$|\/(?:java|ecma)script/i,pa=/^true\/(.*)/,qa=/^\s*<!(?:\[CDATA\[|--)|(?:\]\]|--)>\s*$/g,ra={option:[1,"<select multiple='multiple'>","</select>"],legend:[1,"<fieldset>","</fieldset>"],area:[1,"<map>","</map>"],param:[1,"<object>","</object>"],thead:[1,"<table>","</table>"],tr:[2,"<table><tbody>","</tbody></table>"],col:[2,"<table><tbody></tbody><colgroup>","</colgroup></table>"],td:[3,"<table><tbody><tr>","</tr></tbody></table>"],_default:k.htmlSerialize?[0,"",""]:[1,"X<div>","</div>"]},sa=da(y),ta=sa.appendChild(y.createElement("div"));ra.optgroup=ra.option,ra.tbody=ra.tfoot=ra.colgroup=ra.caption=ra.thead,ra.th=ra.td;function ua(a,b){var c,d,e=0,f=typeof a.getElementsByTagName!==K?a.getElementsByTagName(b||"*"):typeof a.querySelectorAll!==K?a.querySelectorAll(b||"*"):void 0;if(!f)for(f=[],c=a.childNodes||a;null!=(d=c[e]);e++)!b||m.nodeName(d,b)?f.push(d):m.merge(f,ua(d,b));return void 0===b||b&&m.nodeName(a,b)?m.merge([a],f):f}function va(a){W.test(a.type)&&(a.defaultChecked=a.checked)}function wa(a,b){return m.nodeName(a,"table")&&m.nodeName(11!==b.nodeType?b:b.firstChild,"tr")?a.getElementsByTagName("tbody")[0]||a.appendChild(a.ownerDocument.createElement("tbody")):a}function xa(a){return a.type=(null!==m.find.attr(a,"type"))+"/"+a.type,a}function ya(a){var b=pa.exec(a.type);return b?a.type=b[1]:a.removeAttribute("type"),a}function za(a,b){for(var c,d=0;null!=(c=a[d]);d++)m._data(c,"globalEval",!b||m._data(b[d],"globalEval"))}function Aa(a,b){if(1===b.nodeType&&m.hasData(a)){var c,d,e,f=m._data(a),g=m._data(b,f),h=f.events;if(h){delete g.handle,g.events={};for(c in h)for(d=0,e=h[c].length;e>d;d++)m.event.add(b,c,h[c][d])}g.data&&(g.data=m.extend({},g.data))}}function Ba(a,b){var c,d,e;if(1===b.nodeType){if(c=b.nodeName.toLowerCase(),!k.noCloneEvent&&b[m.expando]){e=m._data(b);for(d in e.events)m.removeEvent(b,d,e.handle);b.removeAttribute(m.expando)}"script"===c&&b.text!==a.text?(xa(b).text=a.text,ya(b)):"object"===c?(b.parentNode&&(b.outerHTML=a.outerHTML),k.html5Clone&&a.innerHTML&&!m.trim(b.innerHTML)&&(b.innerHTML=a.innerHTML)):"input"===c&&W.test(a.type)?(b.defaultChecked=b.checked=a.checked,b.value!==a.value&&(b.value=a.value)):"option"===c?b.defaultSelected=b.selected=a.defaultSelected:("input"===c||"textarea"===c)&&(b.defaultValue=a.defaultValue)}}m.extend({clone:function(a,b,c){var d,e,f,g,h,i=m.contains(a.ownerDocument,a);if(k.html5Clone||m.isXMLDoc(a)||!ga.test("<"+a.nodeName+">")?f=a.cloneNode(!0):(ta.innerHTML=a.outerHTML,ta.removeChild(f=ta.firstChild)),!(k.noCloneEvent&&k.noCloneChecked||1!==a.nodeType&&11!==a.nodeType||m.isXMLDoc(a)))for(d=ua(f),h=ua(a),g=0;null!=(e=h[g]);++g)d[g]&&Ba(e,d[g]);if(b)if(c)for(h=h||ua(a),d=d||ua(f),g=0;null!=(e=h[g]);g++)Aa(e,d[g]);else Aa(a,f);return d=ua(f,"script"),d.length>0&&za(d,!i&&ua(a,"script")),d=h=e=null,f},buildFragment:function(a,b,c,d){for(var e,f,g,h,i,j,l,n=a.length,o=da(b),p=[],q=0;n>q;q++)if(f=a[q],f||0===f)if("object"===m.type(f))m.merge(p,f.nodeType?[f]:f);else if(la.test(f)){h=h||o.appendChild(b.createElement("div")),i=(ja.exec(f)||["",""])[1].toLowerCase(),l=ra[i]||ra._default,h.innerHTML=l[1]+f.replace(ia,"<$1></$2>")+l[2],e=l[0];while(e--)h=h.lastChild;if(!k.leadingWhitespace&&ha.test(f)&&p.push(b.createTextNode(ha.exec(f)[0])),!k.tbody){f="table"!==i||ka.test(f)?"<table>"!==l[1]||ka.test(f)?0:h:h.firstChild,e=f&&f.childNodes.length;while(e--)m.nodeName(j=f.childNodes[e],"tbody")&&!j.childNodes.length&&f.removeChild(j)}m.merge(p,h.childNodes),h.textContent="";while(h.firstChild)h.removeChild(h.firstChild);h=o.lastChild}else p.push(b.createTextNode(f));h&&o.removeChild(h),k.appendChecked||m.grep(ua(p,"input"),va),q=0;while(f=p[q++])if((!d||-1===m.inArray(f,d))&&(g=m.contains(f.ownerDocument,f),h=ua(o.appendChild(f),"script"),g&&za(h),c)){e=0;while(f=h[e++])oa.test(f.type||"")&&c.push(f)}return h=null,o},cleanData:function(a,b){for(var d,e,f,g,h=0,i=m.expando,j=m.cache,l=k.deleteExpando,n=m.event.special;null!=(d=a[h]);h++)if((b||m.acceptData(d))&&(f=d[i],g=f&&j[f])){if(g.events)for(e in g.events)n[e]?m.event.remove(d,e):m.removeEvent(d,e,g.handle);j[f]&&(delete j[f],l?delete d[i]:typeof d.removeAttribute!==K?d.removeAttribute(i):d[i]=null,c.push(f))}}}),m.fn.extend({text:function(a){return V(this,function(a){return void 0===a?m.text(this):this.empty().append((this[0]&&this[0].ownerDocument||y).createTextNode(a))},null,a,arguments.length)},append:function(){return this.domManip(arguments,function(a){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var b=wa(this,a);b.appendChild(a)}})},prepend:function(){return this.domManip(arguments,function(a){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var b=wa(this,a);b.insertBefore(a,b.firstChild)}})},before:function(){return this.domManip(arguments,function(a){this.parentNode&&this.parentNode.insertBefore(a,this)})},after:function(){return this.domManip(arguments,function(a){this.parentNode&&this.parentNode.insertBefore(a,this.nextSibling)})},remove:function(a,b){for(var c,d=a?m.filter(a,this):this,e=0;null!=(c=d[e]);e++)b||1!==c.nodeType||m.cleanData(ua(c)),c.parentNode&&(b&&m.contains(c.ownerDocument,c)&&za(ua(c,"script")),c.parentNode.removeChild(c));return this},empty:function(){for(var a,b=0;null!=(a=this[b]);b++){1===a.nodeType&&m.cleanData(ua(a,!1));while(a.firstChild)a.removeChild(a.firstChild);a.options&&m.nodeName(a,"select")&&(a.options.length=0)}return this},clone:function(a,b){return a=null==a?!1:a,b=null==b?a:b,this.map(function(){return m.clone(this,a,b)})},html:function(a){return V(this,function(a){var b=this[0]||{},c=0,d=this.length;if(void 0===a)return 1===b.nodeType?b.innerHTML.replace(fa,""):void 0;if(!("string"!=typeof a||ma.test(a)||!k.htmlSerialize&&ga.test(a)||!k.leadingWhitespace&&ha.test(a)||ra[(ja.exec(a)||["",""])[1].toLowerCase()])){a=a.replace(ia,"<$1></$2>");try{for(;d>c;c++)b=this[c]||{},1===b.nodeType&&(m.cleanData(ua(b,!1)),b.innerHTML=a);b=0}catch(e){}}b&&this.empty().append(a)},null,a,arguments.length)},replaceWith:function(){var a=arguments[0];return this.domManip(arguments,function(b){a=this.parentNode,m.cleanData(ua(this)),a&&a.replaceChild(b,this)}),a&&(a.length||a.nodeType)?this:this.remove()},detach:function(a){return this.remove(a,!0)},domManip:function(a,b){a=e.apply([],a);var c,d,f,g,h,i,j=0,l=this.length,n=this,o=l-1,p=a[0],q=m.isFunction(p);if(q||l>1&&"string"==typeof p&&!k.checkClone&&na.test(p))return this.each(function(c){var d=n.eq(c);q&&(a[0]=p.call(this,c,d.html())),d.domManip(a,b)});if(l&&(i=m.buildFragment(a,this[0].ownerDocument,!1,this),c=i.firstChild,1===i.childNodes.length&&(i=c),c)){for(g=m.map(ua(i,"script"),xa),f=g.length;l>j;j++)d=i,j!==o&&(d=m.clone(d,!0,!0),f&&m.merge(g,ua(d,"script"))),b.call(this[j],d,j);if(f)for(h=g[g.length-1].ownerDocument,m.map(g,ya),j=0;f>j;j++)d=g[j],oa.test(d.type||"")&&!m._data(d,"globalEval")&&m.contains(h,d)&&(d.src?m._evalUrl&&m._evalUrl(d.src):m.globalEval((d.text||d.textContent||d.innerHTML||"").replace(qa,"")));i=c=null}return this}}),m.each({appendTo:"append",prependTo:"prepend",insertBefore:"before",insertAfter:"after",replaceAll:"replaceWith"},function(a,b){m.fn[a]=function(a){for(var c,d=0,e=[],g=m(a),h=g.length-1;h>=d;d++)c=d===h?this:this.clone(!0),m(g[d])[b](c),f.apply(e,c.get());return this.pushStack(e)}});var Ca,Da={};function Ea(b,c){var d,e=m(c.createElement(b)).appendTo(c.body),f=a.getDefaultComputedStyle&&(d=a.getDefaultComputedStyle(e[0]))?d.display:m.css(e[0],"display");return e.detach(),f}function Fa(a){var b=y,c=Da[a];return c||(c=Ea(a,b),"none"!==c&&c||(Ca=(Ca||m("<iframe frameborder='0' width='0' height='0'/>")).appendTo(b.documentElement),b=(Ca[0].contentWindow||Ca[0].contentDocument).document,b.write(),b.close(),c=Ea(a,b),Ca.detach()),Da[a]=c),c}!function(){var a;k.shrinkWrapBlocks=function(){if(null!=a)return a;a=!1;var b,c,d;return c=y.getElementsByTagName("body")[0],c&&c.style?(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),typeof b.style.zoom!==K&&(b.style.cssText="-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;display:block;margin:0;border:0;padding:1px;width:1px;zoom:1",b.appendChild(y.createElement("div")).style.width="5px",a=3!==b.offsetWidth),c.removeChild(d),a):void 0}}();var Ga=/^margin/,Ha=new RegExp("^("+S+")(?!px)[a-z%]+$","i"),Ia,Ja,Ka=/^(top|right|bottom|left)$/;a.getComputedStyle?(Ia=function(b){return b.ownerDocument.defaultView.opener?b.ownerDocument.defaultView.getComputedStyle(b,null):a.getComputedStyle(b,null)},Ja=function(a,b,c){var d,e,f,g,h=a.style;return c=c||Ia(a),g=c?c.getPropertyValue(b)||c[b]:void 0,c&&(""!==g||m.contains(a.ownerDocument,a)||(g=m.style(a,b)),Ha.test(g)&&Ga.test(b)&&(d=h.width,e=h.minWidth,f=h.maxWidth,h.minWidth=h.maxWidth=h.width=g,g=c.width,h.width=d,h.minWidth=e,h.maxWidth=f)),void 0===g?g:g+""}):y.documentElement.currentStyle&&(Ia=function(a){return a.currentStyle},Ja=function(a,b,c){var d,e,f,g,h=a.style;return c=c||Ia(a),g=c?c[b]:void 0,null==g&&h&&h[b]&&(g=h[b]),Ha.test(g)&&!Ka.test(b)&&(d=h.left,e=a.runtimeStyle,f=e&&e.left,f&&(e.left=a.currentStyle.left),h.left="fontSize"===b?"1em":g,g=h.pixelLeft+"px",h.left=d,f&&(e.left=f)),void 0===g?g:g+""||"auto"});function La(a,b){return{get:function(){var c=a();if(null!=c)return c?void delete this.get:(this.get=b).apply(this,arguments)}}}!function(){var b,c,d,e,f,g,h;if(b=y.createElement("div"),b.innerHTML="  <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",d=b.getElementsByTagName("a")[0],c=d&&d.style){c.cssText="float:left;opacity:.5",k.opacity="0.5"===c.opacity,k.cssFloat=!!c.cssFloat,b.style.backgroundClip="content-box",b.cloneNode(!0).style.backgroundClip="",k.clearCloneStyle="content-box"===b.style.backgroundClip,k.boxSizing=""===c.boxSizing||""===c.MozBoxSizing||""===c.WebkitBoxSizing,m.extend(k,{reliableHiddenOffsets:function(){return null==g&&i(),g},boxSizingReliable:function(){return null==f&&i(),f},pixelPosition:function(){return null==e&&i(),e},reliableMarginRight:function(){return null==h&&i(),h}});function i(){var b,c,d,i;c=y.getElementsByTagName("body")[0],c&&c.style&&(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),b.style.cssText="-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box;display:block;margin-top:1%;top:1%;border:1px;padding:1px;width:4px;position:absolute",e=f=!1,h=!0,a.getComputedStyle&&(e="1%"!==(a.getComputedStyle(b,null)||{}).top,f="4px"===(a.getComputedStyle(b,null)||{width:"4px"}).width,i=b.appendChild(y.createElement("div")),i.style.cssText=b.style.cssText="-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;display:block;margin:0;border:0;padding:0",i.style.marginRight=i.style.width="0",b.style.width="1px",h=!parseFloat((a.getComputedStyle(i,null)||{}).marginRight),b.removeChild(i)),b.innerHTML="<table><tr><td></td><td>t</td></tr></table>",i=b.getElementsByTagName("td"),i[0].style.cssText="margin:0;border:0;padding:0;display:none",g=0===i[0].offsetHeight,g&&(i[0].style.display="",i[1].style.display="none",g=0===i[0].offsetHeight),c.removeChild(d))}}}(),m.swap=function(a,b,c,d){var e,f,g={};for(f in b)g[f]=a.style[f],a.style[f]=b[f];e=c.apply(a,d||[]);for(f in b)a.style[f]=g[f];return e};var Ma=/alpha\([^)]*\)/i,Na=/opacity\s*=\s*([^)]*)/,Oa=/^(none|table(?!-c[ea]).+)/,Pa=new RegExp("^("+S+")(.*)$","i"),Qa=new RegExp("^([+-])=("+S+")","i"),Ra={position:"absolute",visibility:"hidden",display:"block"},Sa={letterSpacing:"0",fontWeight:"400"},Ta=["Webkit","O","Moz","ms"];function Ua(a,b){if(b in a)return b;var c=b.charAt(0).toUpperCase()+b.slice(1),d=b,e=Ta.length;while(e--)if(b=Ta[e]+c,b in a)return b;return d}function Va(a,b){for(var c,d,e,f=[],g=0,h=a.length;h>g;g++)d=a[g],d.style&&(f[g]=m._data(d,"olddisplay"),c=d.style.display,b?(f[g]||"none"!==c||(d.style.display=""),""===d.style.display&&U(d)&&(f[g]=m._data(d,"olddisplay",Fa(d.nodeName)))):(e=U(d),(c&&"none"!==c||!e)&&m._data(d,"olddisplay",e?c:m.css(d,"display"))));for(g=0;h>g;g++)d=a[g],d.style&&(b&&"none"!==d.style.display&&""!==d.style.display||(d.style.display=b?f[g]||"":"none"));return a}function Wa(a,b,c){var d=Pa.exec(b);return d?Math.max(0,d[1]-(c||0))+(d[2]||"px"):b}function Xa(a,b,c,d,e){for(var f=c===(d?"border":"content")?4:"width"===b?1:0,g=0;4>f;f+=2)"margin"===c&&(g+=m.css(a,c+T[f],!0,e)),d?("content"===c&&(g-=m.css(a,"padding"+T[f],!0,e)),"margin"!==c&&(g-=m.css(a,"border"+T[f]+"Width",!0,e))):(g+=m.css(a,"padding"+T[f],!0,e),"padding"!==c&&(g+=m.css(a,"border"+T[f]+"Width",!0,e)));return g}function Ya(a,b,c){var d=!0,e="width"===b?a.offsetWidth:a.offsetHeight,f=Ia(a),g=k.boxSizing&&"border-box"===m.css(a,"boxSizing",!1,f);if(0>=e||null==e){if(e=Ja(a,b,f),(0>e||null==e)&&(e=a.style[b]),Ha.test(e))return e;d=g&&(k.boxSizingReliable()||e===a.style[b]),e=parseFloat(e)||0}return e+Xa(a,b,c||(g?"border":"content"),d,f)+"px"}m.extend({cssHooks:{opacity:{get:function(a,b){if(b){var c=Ja(a,"opacity");return""===c?"1":c}}}},cssNumber:{columnCount:!0,fillOpacity:!0,flexGrow:!0,flexShrink:!0,fontWeight:!0,lineHeight:!0,opacity:!0,order:!0,orphans:!0,widows:!0,zIndex:!0,zoom:!0},cssProps:{"float":k.cssFloat?"cssFloat":"styleFloat"},style:function(a,b,c,d){if(a&&3!==a.nodeType&&8!==a.nodeType&&a.style){var e,f,g,h=m.camelCase(b),i=a.style;if(b=m.cssProps[h]||(m.cssProps[h]=Ua(i,h)),g=m.cssHooks[b]||m.cssHooks[h],void 0===c)return g&&"get"in g&&void 0!==(e=g.get(a,!1,d))?e:i[b];if(f=typeof c,"string"===f&&(e=Qa.exec(c))&&(c=(e[1]+1)*e[2]+parseFloat(m.css(a,b)),f="number"),null!=c&&c===c&&("number"!==f||m.cssNumber[h]||(c+="px"),k.clearCloneStyle||""!==c||0!==b.indexOf("background")||(i[b]="inherit"),!(g&&"set"in g&&void 0===(c=g.set(a,c,d)))))try{i[b]=c}catch(j){}}},css:function(a,b,c,d){var e,f,g,h=m.camelCase(b);return b=m.cssProps[h]||(m.cssProps[h]=Ua(a.style,h)),g=m.cssHooks[b]||m.cssHooks[h],g&&"get"in g&&(f=g.get(a,!0,c)),void 0===f&&(f=Ja(a,b,d)),"normal"===f&&b in Sa&&(f=Sa[b]),""===c||c?(e=parseFloat(f),c===!0||m.isNumeric(e)?e||0:f):f}}),m.each(["height","width"],function(a,b){m.cssHooks[b]={get:function(a,c,d){return c?Oa.test(m.css(a,"display"))&&0===a.offsetWidth?m.swap(a,Ra,function(){return Ya(a,b,d)}):Ya(a,b,d):void 0},set:function(a,c,d){var e=d&&Ia(a);return Wa(a,c,d?Xa(a,b,d,k.boxSizing&&"border-box"===m.css(a,"boxSizing",!1,e),e):0)}}}),k.opacity||(m.cssHooks.opacity={get:function(a,b){return Na.test((b&&a.currentStyle?a.currentStyle.filter:a.style.filter)||"")?.01*parseFloat(RegExp.$1)+"":b?"1":""},set:function(a,b){var c=a.style,d=a.currentStyle,e=m.isNumeric(b)?"alpha(opacity="+100*b+")":"",f=d&&d.filter||c.filter||"";c.zoom=1,(b>=1||""===b)&&""===m.trim(f.replace(Ma,""))&&c.removeAttribute&&(c.removeAttribute("filter"),""===b||d&&!d.filter)||(c.filter=Ma.test(f)?f.replace(Ma,e):f+" "+e)}}),m.cssHooks.marginRight=La(k.reliableMarginRight,function(a,b){return b?m.swap(a,{display:"inline-block"},Ja,[a,"marginRight"]):void 0}),m.each({margin:"",padding:"",border:"Width"},function(a,b){m.cssHooks[a+b]={expand:function(c){for(var d=0,e={},f="string"==typeof c?c.split(" "):[c];4>d;d++)e[a+T[d]+b]=f[d]||f[d-2]||f[0];return e}},Ga.test(a)||(m.cssHooks[a+b].set=Wa)}),m.fn.extend({css:function(a,b){return V(this,function(a,b,c){var d,e,f={},g=0;if(m.isArray(b)){for(d=Ia(a),e=b.length;e>g;g++)f[b[g]]=m.css(a,b[g],!1,d);return f}return void 0!==c?m.style(a,b,c):m.css(a,b)},a,b,arguments.length>1)},show:function(){return Va(this,!0)},hide:function(){return Va(this)},toggle:function(a){return"boolean"==typeof a?a?this.show():this.hide():this.each(function(){U(this)?m(this).show():m(this).hide()})}});function Za(a,b,c,d,e){
return new Za.prototype.init(a,b,c,d,e)}m.Tween=Za,Za.prototype={constructor:Za,init:function(a,b,c,d,e,f){this.elem=a,this.prop=c,this.easing=e||"swing",this.options=b,this.start=this.now=this.cur(),this.end=d,this.unit=f||(m.cssNumber[c]?"":"px")},cur:function(){var a=Za.propHooks[this.prop];return a&&a.get?a.get(this):Za.propHooks._default.get(this)},run:function(a){var b,c=Za.propHooks[this.prop];return this.options.duration?this.pos=b=m.easing[this.easing](a,this.options.duration*a,0,1,this.options.duration):this.pos=b=a,this.now=(this.end-this.start)*b+this.start,this.options.step&&this.options.step.call(this.elem,this.now,this),c&&c.set?c.set(this):Za.propHooks._default.set(this),this}},Za.prototype.init.prototype=Za.prototype,Za.propHooks={_default:{get:function(a){var b;return null==a.elem[a.prop]||a.elem.style&&null!=a.elem.style[a.prop]?(b=m.css(a.elem,a.prop,""),b&&"auto"!==b?b:0):a.elem[a.prop]},set:function(a){m.fx.step[a.prop]?m.fx.step[a.prop](a):a.elem.style&&(null!=a.elem.style[m.cssProps[a.prop]]||m.cssHooks[a.prop])?m.style(a.elem,a.prop,a.now+a.unit):a.elem[a.prop]=a.now}}},Za.propHooks.scrollTop=Za.propHooks.scrollLeft={set:function(a){a.elem.nodeType&&a.elem.parentNode&&(a.elem[a.prop]=a.now)}},m.easing={linear:function(a){return a},swing:function(a){return.5-Math.cos(a*Math.PI)/2}},m.fx=Za.prototype.init,m.fx.step={};var $a,_a,ab=/^(?:toggle|show|hide)$/,bb=new RegExp("^(?:([+-])=|)("+S+")([a-z%]*)$","i"),cb=/queueHooks$/,db=[ib],eb={"*":[function(a,b){var c=this.createTween(a,b),d=c.cur(),e=bb.exec(b),f=e&&e[3]||(m.cssNumber[a]?"":"px"),g=(m.cssNumber[a]||"px"!==f&&+d)&&bb.exec(m.css(c.elem,a)),h=1,i=20;if(g&&g[3]!==f){f=f||g[3],e=e||[],g=+d||1;do h=h||".5",g/=h,m.style(c.elem,a,g+f);while(h!==(h=c.cur()/d)&&1!==h&&--i)}return e&&(g=c.start=+g||+d||0,c.unit=f,c.end=e[1]?g+(e[1]+1)*e[2]:+e[2]),c}]};function fb(){return setTimeout(function(){$a=void 0}),$a=m.now()}function gb(a,b){var c,d={height:a},e=0;for(b=b?1:0;4>e;e+=2-b)c=T[e],d["margin"+c]=d["padding"+c]=a;return b&&(d.opacity=d.width=a),d}function hb(a,b,c){for(var d,e=(eb[b]||[]).concat(eb["*"]),f=0,g=e.length;g>f;f++)if(d=e[f].call(c,b,a))return d}function ib(a,b,c){var d,e,f,g,h,i,j,l,n=this,o={},p=a.style,q=a.nodeType&&U(a),r=m._data(a,"fxshow");c.queue||(h=m._queueHooks(a,"fx"),null==h.unqueued&&(h.unqueued=0,i=h.empty.fire,h.empty.fire=function(){h.unqueued||i()}),h.unqueued++,n.always(function(){n.always(function(){h.unqueued--,m.queue(a,"fx").length||h.empty.fire()})})),1===a.nodeType&&("height"in b||"width"in b)&&(c.overflow=[p.overflow,p.overflowX,p.overflowY],j=m.css(a,"display"),l="none"===j?m._data(a,"olddisplay")||Fa(a.nodeName):j,"inline"===l&&"none"===m.css(a,"float")&&(k.inlineBlockNeedsLayout&&"inline"!==Fa(a.nodeName)?p.zoom=1:p.display="inline-block")),c.overflow&&(p.overflow="hidden",k.shrinkWrapBlocks()||n.always(function(){p.overflow=c.overflow[0],p.overflowX=c.overflow[1],p.overflowY=c.overflow[2]}));for(d in b)if(e=b[d],ab.exec(e)){if(delete b[d],f=f||"toggle"===e,e===(q?"hide":"show")){if("show"!==e||!r||void 0===r[d])continue;q=!0}o[d]=r&&r[d]||m.style(a,d)}else j=void 0;if(m.isEmptyObject(o))"inline"===("none"===j?Fa(a.nodeName):j)&&(p.display=j);else{r?"hidden"in r&&(q=r.hidden):r=m._data(a,"fxshow",{}),f&&(r.hidden=!q),q?m(a).show():n.done(function(){m(a).hide()}),n.done(function(){var b;m._removeData(a,"fxshow");for(b in o)m.style(a,b,o[b])});for(d in o)g=hb(q?r[d]:0,d,n),d in r||(r[d]=g.start,q&&(g.end=g.start,g.start="width"===d||"height"===d?1:0))}}function jb(a,b){var c,d,e,f,g;for(c in a)if(d=m.camelCase(c),e=b[d],f=a[c],m.isArray(f)&&(e=f[1],f=a[c]=f[0]),c!==d&&(a[d]=f,delete a[c]),g=m.cssHooks[d],g&&"expand"in g){f=g.expand(f),delete a[d];for(c in f)c in a||(a[c]=f[c],b[c]=e)}else b[d]=e}function kb(a,b,c){var d,e,f=0,g=db.length,h=m.Deferred().always(function(){delete i.elem}),i=function(){if(e)return!1;for(var b=$a||fb(),c=Math.max(0,j.startTime+j.duration-b),d=c/j.duration||0,f=1-d,g=0,i=j.tweens.length;i>g;g++)j.tweens[g].run(f);return h.notifyWith(a,[j,f,c]),1>f&&i?c:(h.resolveWith(a,[j]),!1)},j=h.promise({elem:a,props:m.extend({},b),opts:m.extend(!0,{specialEasing:{}},c),originalProperties:b,originalOptions:c,startTime:$a||fb(),duration:c.duration,tweens:[],createTween:function(b,c){var d=m.Tween(a,j.opts,b,c,j.opts.specialEasing[b]||j.opts.easing);return j.tweens.push(d),d},stop:function(b){var c=0,d=b?j.tweens.length:0;if(e)return this;for(e=!0;d>c;c++)j.tweens[c].run(1);return b?h.resolveWith(a,[j,b]):h.rejectWith(a,[j,b]),this}}),k=j.props;for(jb(k,j.opts.specialEasing);g>f;f++)if(d=db[f].call(j,a,k,j.opts))return d;return m.map(k,hb,j),m.isFunction(j.opts.start)&&j.opts.start.call(a,j),m.fx.timer(m.extend(i,{elem:a,anim:j,queue:j.opts.queue})),j.progress(j.opts.progress).done(j.opts.done,j.opts.complete).fail(j.opts.fail).always(j.opts.always)}m.Animation=m.extend(kb,{tweener:function(a,b){m.isFunction(a)?(b=a,a=["*"]):a=a.split(" ");for(var c,d=0,e=a.length;e>d;d++)c=a[d],eb[c]=eb[c]||[],eb[c].unshift(b)},prefilter:function(a,b){b?db.unshift(a):db.push(a)}}),m.speed=function(a,b,c){var d=a&&"object"==typeof a?m.extend({},a):{complete:c||!c&&b||m.isFunction(a)&&a,duration:a,easing:c&&b||b&&!m.isFunction(b)&&b};return d.duration=m.fx.off?0:"number"==typeof d.duration?d.duration:d.duration in m.fx.speeds?m.fx.speeds[d.duration]:m.fx.speeds._default,(null==d.queue||d.queue===!0)&&(d.queue="fx"),d.old=d.complete,d.complete=function(){m.isFunction(d.old)&&d.old.call(this),d.queue&&m.dequeue(this,d.queue)},d},m.fn.extend({fadeTo:function(a,b,c,d){return this.filter(U).css("opacity",0).show().end().animate({opacity:b},a,c,d)},animate:function(a,b,c,d){var e=m.isEmptyObject(a),f=m.speed(b,c,d),g=function(){var b=kb(this,m.extend({},a),f);(e||m._data(this,"finish"))&&b.stop(!0)};return g.finish=g,e||f.queue===!1?this.each(g):this.queue(f.queue,g)},stop:function(a,b,c){var d=function(a){var b=a.stop;delete a.stop,b(c)};return"string"!=typeof a&&(c=b,b=a,a=void 0),b&&a!==!1&&this.queue(a||"fx",[]),this.each(function(){var b=!0,e=null!=a&&a+"queueHooks",f=m.timers,g=m._data(this);if(e)g[e]&&g[e].stop&&d(g[e]);else for(e in g)g[e]&&g[e].stop&&cb.test(e)&&d(g[e]);for(e=f.length;e--;)f[e].elem!==this||null!=a&&f[e].queue!==a||(f[e].anim.stop(c),b=!1,f.splice(e,1));(b||!c)&&m.dequeue(this,a)})},finish:function(a){return a!==!1&&(a=a||"fx"),this.each(function(){var b,c=m._data(this),d=c[a+"queue"],e=c[a+"queueHooks"],f=m.timers,g=d?d.length:0;for(c.finish=!0,m.queue(this,a,[]),e&&e.stop&&e.stop.call(this,!0),b=f.length;b--;)f[b].elem===this&&f[b].queue===a&&(f[b].anim.stop(!0),f.splice(b,1));for(b=0;g>b;b++)d[b]&&d[b].finish&&d[b].finish.call(this);delete c.finish})}}),m.each(["toggle","show","hide"],function(a,b){var c=m.fn[b];m.fn[b]=function(a,d,e){return null==a||"boolean"==typeof a?c.apply(this,arguments):this.animate(gb(b,!0),a,d,e)}}),m.each({slideDown:gb("show"),slideUp:gb("hide"),slideToggle:gb("toggle"),fadeIn:{opacity:"show"},fadeOut:{opacity:"hide"},fadeToggle:{opacity:"toggle"}},function(a,b){m.fn[a]=function(a,c,d){return this.animate(b,a,c,d)}}),m.timers=[],m.fx.tick=function(){var a,b=m.timers,c=0;for($a=m.now();c<b.length;c++)a=b[c],a()||b[c]!==a||b.splice(c--,1);b.length||m.fx.stop(),$a=void 0},m.fx.timer=function(a){m.timers.push(a),a()?m.fx.start():m.timers.pop()},m.fx.interval=13,m.fx.start=function(){_a||(_a=setInterval(m.fx.tick,m.fx.interval))},m.fx.stop=function(){clearInterval(_a),_a=null},m.fx.speeds={slow:600,fast:200,_default:400},m.fn.delay=function(a,b){return a=m.fx?m.fx.speeds[a]||a:a,b=b||"fx",this.queue(b,function(b,c){var d=setTimeout(b,a);c.stop=function(){clearTimeout(d)}})},function(){var a,b,c,d,e;b=y.createElement("div"),b.setAttribute("className","t"),b.innerHTML="  <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",d=b.getElementsByTagName("a")[0],c=y.createElement("select"),e=c.appendChild(y.createElement("option")),a=b.getElementsByTagName("input")[0],d.style.cssText="top:1px",k.getSetAttribute="t"!==b.className,k.style=/top/.test(d.getAttribute("style")),k.hrefNormalized="/a"===d.getAttribute("href"),k.checkOn=!!a.value,k.optSelected=e.selected,k.enctype=!!y.createElement("form").enctype,c.disabled=!0,k.optDisabled=!e.disabled,a=y.createElement("input"),a.setAttribute("value",""),k.input=""===a.getAttribute("value"),a.value="t",a.setAttribute("type","radio"),k.radioValue="t"===a.value}();var lb=/\r/g;m.fn.extend({val:function(a){var b,c,d,e=this[0];{if(arguments.length)return d=m.isFunction(a),this.each(function(c){var e;1===this.nodeType&&(e=d?a.call(this,c,m(this).val()):a,null==e?e="":"number"==typeof e?e+="":m.isArray(e)&&(e=m.map(e,function(a){return null==a?"":a+""})),b=m.valHooks[this.type]||m.valHooks[this.nodeName.toLowerCase()],b&&"set"in b&&void 0!==b.set(this,e,"value")||(this.value=e))});if(e)return b=m.valHooks[e.type]||m.valHooks[e.nodeName.toLowerCase()],b&&"get"in b&&void 0!==(c=b.get(e,"value"))?c:(c=e.value,"string"==typeof c?c.replace(lb,""):null==c?"":c)}}}),m.extend({valHooks:{option:{get:function(a){var b=m.find.attr(a,"value");return null!=b?b:m.trim(m.text(a))}},select:{get:function(a){for(var b,c,d=a.options,e=a.selectedIndex,f="select-one"===a.type||0>e,g=f?null:[],h=f?e+1:d.length,i=0>e?h:f?e:0;h>i;i++)if(c=d[i],!(!c.selected&&i!==e||(k.optDisabled?c.disabled:null!==c.getAttribute("disabled"))||c.parentNode.disabled&&m.nodeName(c.parentNode,"optgroup"))){if(b=m(c).val(),f)return b;g.push(b)}return g},set:function(a,b){var c,d,e=a.options,f=m.makeArray(b),g=e.length;while(g--)if(d=e[g],m.inArray(m.valHooks.option.get(d),f)>=0)try{d.selected=c=!0}catch(h){d.scrollHeight}else d.selected=!1;return c||(a.selectedIndex=-1),e}}}}),m.each(["radio","checkbox"],function(){m.valHooks[this]={set:function(a,b){return m.isArray(b)?a.checked=m.inArray(m(a).val(),b)>=0:void 0}},k.checkOn||(m.valHooks[this].get=function(a){return null===a.getAttribute("value")?"on":a.value})});var mb,nb,ob=m.expr.attrHandle,pb=/^(?:checked|selected)$/i,qb=k.getSetAttribute,rb=k.input;m.fn.extend({attr:function(a,b){return V(this,m.attr,a,b,arguments.length>1)},removeAttr:function(a){return this.each(function(){m.removeAttr(this,a)})}}),m.extend({attr:function(a,b,c){var d,e,f=a.nodeType;if(a&&3!==f&&8!==f&&2!==f)return typeof a.getAttribute===K?m.prop(a,b,c):(1===f&&m.isXMLDoc(a)||(b=b.toLowerCase(),d=m.attrHooks[b]||(m.expr.match.bool.test(b)?nb:mb)),void 0===c?d&&"get"in d&&null!==(e=d.get(a,b))?e:(e=m.find.attr(a,b),null==e?void 0:e):null!==c?d&&"set"in d&&void 0!==(e=d.set(a,c,b))?e:(a.setAttribute(b,c+""),c):void m.removeAttr(a,b))},removeAttr:function(a,b){var c,d,e=0,f=b&&b.match(E);if(f&&1===a.nodeType)while(c=f[e++])d=m.propFix[c]||c,m.expr.match.bool.test(c)?rb&&qb||!pb.test(c)?a[d]=!1:a[m.camelCase("default-"+c)]=a[d]=!1:m.attr(a,c,""),a.removeAttribute(qb?c:d)},attrHooks:{type:{set:function(a,b){if(!k.radioValue&&"radio"===b&&m.nodeName(a,"input")){var c=a.value;return a.setAttribute("type",b),c&&(a.value=c),b}}}}}),nb={set:function(a,b,c){return b===!1?m.removeAttr(a,c):rb&&qb||!pb.test(c)?a.setAttribute(!qb&&m.propFix[c]||c,c):a[m.camelCase("default-"+c)]=a[c]=!0,c}},m.each(m.expr.match.bool.source.match(/\w+/g),function(a,b){var c=ob[b]||m.find.attr;ob[b]=rb&&qb||!pb.test(b)?function(a,b,d){var e,f;return d||(f=ob[b],ob[b]=e,e=null!=c(a,b,d)?b.toLowerCase():null,ob[b]=f),e}:function(a,b,c){return c?void 0:a[m.camelCase("default-"+b)]?b.toLowerCase():null}}),rb&&qb||(m.attrHooks.value={set:function(a,b,c){return m.nodeName(a,"input")?void(a.defaultValue=b):mb&&mb.set(a,b,c)}}),qb||(mb={set:function(a,b,c){var d=a.getAttributeNode(c);return d||a.setAttributeNode(d=a.ownerDocument.createAttribute(c)),d.value=b+="","value"===c||b===a.getAttribute(c)?b:void 0}},ob.id=ob.name=ob.coords=function(a,b,c){var d;return c?void 0:(d=a.getAttributeNode(b))&&""!==d.value?d.value:null},m.valHooks.button={get:function(a,b){var c=a.getAttributeNode(b);return c&&c.specified?c.value:void 0},set:mb.set},m.attrHooks.contenteditable={set:function(a,b,c){mb.set(a,""===b?!1:b,c)}},m.each(["width","height"],function(a,b){m.attrHooks[b]={set:function(a,c){return""===c?(a.setAttribute(b,"auto"),c):void 0}}})),k.style||(m.attrHooks.style={get:function(a){return a.style.cssText||void 0},set:function(a,b){return a.style.cssText=b+""}});var sb=/^(?:input|select|textarea|button|object)$/i,tb=/^(?:a|area)$/i;m.fn.extend({prop:function(a,b){return V(this,m.prop,a,b,arguments.length>1)},removeProp:function(a){return a=m.propFix[a]||a,this.each(function(){try{this[a]=void 0,delete this[a]}catch(b){}})}}),m.extend({propFix:{"for":"htmlFor","class":"className"},prop:function(a,b,c){var d,e,f,g=a.nodeType;if(a&&3!==g&&8!==g&&2!==g)return f=1!==g||!m.isXMLDoc(a),f&&(b=m.propFix[b]||b,e=m.propHooks[b]),void 0!==c?e&&"set"in e&&void 0!==(d=e.set(a,c,b))?d:a[b]=c:e&&"get"in e&&null!==(d=e.get(a,b))?d:a[b]},propHooks:{tabIndex:{get:function(a){var b=m.find.attr(a,"tabindex");return b?parseInt(b,10):sb.test(a.nodeName)||tb.test(a.nodeName)&&a.href?0:-1}}}}),k.hrefNormalized||m.each(["href","src"],function(a,b){m.propHooks[b]={get:function(a){return a.getAttribute(b,4)}}}),k.optSelected||(m.propHooks.selected={get:function(a){var b=a.parentNode;return b&&(b.selectedIndex,b.parentNode&&b.parentNode.selectedIndex),null}}),m.each(["tabIndex","readOnly","maxLength","cellSpacing","cellPadding","rowSpan","colSpan","useMap","frameBorder","contentEditable"],function(){m.propFix[this.toLowerCase()]=this}),k.enctype||(m.propFix.enctype="encoding");var ub=/[\t\r\n\f]/g;m.fn.extend({addClass:function(a){var b,c,d,e,f,g,h=0,i=this.length,j="string"==typeof a&&a;if(m.isFunction(a))return this.each(function(b){m(this).addClass(a.call(this,b,this.className))});if(j)for(b=(a||"").match(E)||[];i>h;h++)if(c=this[h],d=1===c.nodeType&&(c.className?(" "+c.className+" ").replace(ub," "):" ")){f=0;while(e=b[f++])d.indexOf(" "+e+" ")<0&&(d+=e+" ");g=m.trim(d),c.className!==g&&(c.className=g)}return this},removeClass:function(a){var b,c,d,e,f,g,h=0,i=this.length,j=0===arguments.length||"string"==typeof a&&a;if(m.isFunction(a))return this.each(function(b){m(this).removeClass(a.call(this,b,this.className))});if(j)for(b=(a||"").match(E)||[];i>h;h++)if(c=this[h],d=1===c.nodeType&&(c.className?(" "+c.className+" ").replace(ub," "):"")){f=0;while(e=b[f++])while(d.indexOf(" "+e+" ")>=0)d=d.replace(" "+e+" "," ");g=a?m.trim(d):"",c.className!==g&&(c.className=g)}return this},toggleClass:function(a,b){var c=typeof a;return"boolean"==typeof b&&"string"===c?b?this.addClass(a):this.removeClass(a):this.each(m.isFunction(a)?function(c){m(this).toggleClass(a.call(this,c,this.className,b),b)}:function(){if("string"===c){var b,d=0,e=m(this),f=a.match(E)||[];while(b=f[d++])e.hasClass(b)?e.removeClass(b):e.addClass(b)}else(c===K||"boolean"===c)&&(this.className&&m._data(this,"__className__",this.className),this.className=this.className||a===!1?"":m._data(this,"__className__")||"")})},hasClass:function(a){for(var b=" "+a+" ",c=0,d=this.length;d>c;c++)if(1===this[c].nodeType&&(" "+this[c].className+" ").replace(ub," ").indexOf(b)>=0)return!0;return!1}}),m.each("blur focus focusin focusout load resize scroll unload click dblclick mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave change select submit keydown keypress keyup error contextmenu".split(" "),function(a,b){m.fn[b]=function(a,c){return arguments.length>0?this.on(b,null,a,c):this.trigger(b)}}),m.fn.extend({hover:function(a,b){return this.mouseenter(a).mouseleave(b||a)},bind:function(a,b,c){return this.on(a,null,b,c)},unbind:function(a,b){return this.off(a,null,b)},delegate:function(a,b,c,d){return this.on(b,a,c,d)},undelegate:function(a,b,c){return 1===arguments.length?this.off(a,"**"):this.off(b,a||"**",c)}});var vb=m.now(),wb=/\?/,xb=/(,)|(\[|{)|(}|])|"(?:[^"\\\r\n]|\\["\\\/bfnrt]|\\u[\da-fA-F]{4})*"\s*:?|true|false|null|-?(?!0\d)\d+(?:\.\d+|)(?:[eE][+-]?\d+|)/g;m.parseJSON=function(b){if(a.JSON&&a.JSON.parse)return a.JSON.parse(b+"");var c,d=null,e=m.trim(b+"");return e&&!m.trim(e.replace(xb,function(a,b,e,f){return c&&b&&(d=0),0===d?a:(c=e||b,d+=!f-!e,"")}))?Function("return "+e)():m.error("Invalid JSON: "+b)},m.parseXML=function(b){var c,d;if(!b||"string"!=typeof b)return null;try{a.DOMParser?(d=new DOMParser,c=d.parseFromString(b,"text/xml")):(c=new ActiveXObject("Microsoft.XMLDOM"),c.async="false",c.loadXML(b))}catch(e){c=void 0}return c&&c.documentElement&&!c.getElementsByTagName("parsererror").length||m.error("Invalid XML: "+b),c};var yb,zb,Ab=/#.*$/,Bb=/([?&])_=[^&]*/,Cb=/^(.*?):[ \t]*([^\r\n]*)\r?$/gm,Db=/^(?:about|app|app-storage|.+-extension|file|res|widget):$/,Eb=/^(?:GET|HEAD)$/,Fb=/^\/\//,Gb=/^([\w.+-]+:)(?:\/\/(?:[^\/?#]*@|)([^\/?#:]*)(?::(\d+)|)|)/,Hb={},Ib={},Jb="*/".concat("*");try{zb=location.href}catch(Kb){zb=y.createElement("a"),zb.href="",zb=zb.href}yb=Gb.exec(zb.toLowerCase())||[];function Lb(a){return function(b,c){"string"!=typeof b&&(c=b,b="*");var d,e=0,f=b.toLowerCase().match(E)||[];if(m.isFunction(c))while(d=f[e++])"+"===d.charAt(0)?(d=d.slice(1)||"*",(a[d]=a[d]||[]).unshift(c)):(a[d]=a[d]||[]).push(c)}}function Mb(a,b,c,d){var e={},f=a===Ib;function g(h){var i;return e[h]=!0,m.each(a[h]||[],function(a,h){var j=h(b,c,d);return"string"!=typeof j||f||e[j]?f?!(i=j):void 0:(b.dataTypes.unshift(j),g(j),!1)}),i}return g(b.dataTypes[0])||!e["*"]&&g("*")}function Nb(a,b){var c,d,e=m.ajaxSettings.flatOptions||{};for(d in b)void 0!==b[d]&&((e[d]?a:c||(c={}))[d]=b[d]);return c&&m.extend(!0,a,c),a}function Ob(a,b,c){var d,e,f,g,h=a.contents,i=a.dataTypes;while("*"===i[0])i.shift(),void 0===e&&(e=a.mimeType||b.getResponseHeader("Content-Type"));if(e)for(g in h)if(h[g]&&h[g].test(e)){i.unshift(g);break}if(i[0]in c)f=i[0];else{for(g in c){if(!i[0]||a.converters[g+" "+i[0]]){f=g;break}d||(d=g)}f=f||d}return f?(f!==i[0]&&i.unshift(f),c[f]):void 0}function Pb(a,b,c,d){var e,f,g,h,i,j={},k=a.dataTypes.slice();if(k[1])for(g in a.converters)j[g.toLowerCase()]=a.converters[g];f=k.shift();while(f)if(a.responseFields[f]&&(c[a.responseFields[f]]=b),!i&&d&&a.dataFilter&&(b=a.dataFilter(b,a.dataType)),i=f,f=k.shift())if("*"===f)f=i;else if("*"!==i&&i!==f){if(g=j[i+" "+f]||j["* "+f],!g)for(e in j)if(h=e.split(" "),h[1]===f&&(g=j[i+" "+h[0]]||j["* "+h[0]])){g===!0?g=j[e]:j[e]!==!0&&(f=h[0],k.unshift(h[1]));break}if(g!==!0)if(g&&a["throws"])b=g(b);else try{b=g(b)}catch(l){return{state:"parsererror",error:g?l:"No conversion from "+i+" to "+f}}}return{state:"success",data:b}}m.extend({active:0,lastModified:{},etag:{},ajaxSettings:{url:zb,type:"GET",isLocal:Db.test(yb[1]),global:!0,processData:!0,async:!0,contentType:"application/x-www-form-urlencoded; charset=UTF-8",accepts:{"*":Jb,text:"text/plain",html:"text/html",xml:"application/xml, text/xml",json:"application/json, text/javascript"},contents:{xml:/xml/,html:/html/,json:/json/},responseFields:{xml:"responseXML",text:"responseText",json:"responseJSON"},converters:{"* text":String,"text html":!0,"text json":m.parseJSON,"text xml":m.parseXML},flatOptions:{url:!0,context:!0}},ajaxSetup:function(a,b){return b?Nb(Nb(a,m.ajaxSettings),b):Nb(m.ajaxSettings,a)},ajaxPrefilter:Lb(Hb),ajaxTransport:Lb(Ib),ajax:function(a,b){"object"==typeof a&&(b=a,a=void 0),b=b||{};var c,d,e,f,g,h,i,j,k=m.ajaxSetup({},b),l=k.context||k,n=k.context&&(l.nodeType||l.jquery)?m(l):m.event,o=m.Deferred(),p=m.Callbacks("once memory"),q=k.statusCode||{},r={},s={},t=0,u="canceled",v={readyState:0,getResponseHeader:function(a){var b;if(2===t){if(!j){j={};while(b=Cb.exec(f))j[b[1].toLowerCase()]=b[2]}b=j[a.toLowerCase()]}return null==b?null:b},getAllResponseHeaders:function(){return 2===t?f:null},setRequestHeader:function(a,b){var c=a.toLowerCase();return t||(a=s[c]=s[c]||a,r[a]=b),this},overrideMimeType:function(a){return t||(k.mimeType=a),this},statusCode:function(a){var b;if(a)if(2>t)for(b in a)q[b]=[q[b],a[b]];else v.always(a[v.status]);return this},abort:function(a){var b=a||u;return i&&i.abort(b),x(0,b),this}};if(o.promise(v).complete=p.add,v.success=v.done,v.error=v.fail,k.url=((a||k.url||zb)+"").replace(Ab,"").replace(Fb,yb[1]+"//"),k.type=b.method||b.type||k.method||k.type,k.dataTypes=m.trim(k.dataType||"*").toLowerCase().match(E)||[""],null==k.crossDomain&&(c=Gb.exec(k.url.toLowerCase()),k.crossDomain=!(!c||c[1]===yb[1]&&c[2]===yb[2]&&(c[3]||("http:"===c[1]?"80":"443"))===(yb[3]||("http:"===yb[1]?"80":"443")))),k.data&&k.processData&&"string"!=typeof k.data&&(k.data=m.param(k.data,k.traditional)),Mb(Hb,k,b,v),2===t)return v;h=m.event&&k.global,h&&0===m.active++&&m.event.trigger("ajaxStart"),k.type=k.type.toUpperCase(),k.hasContent=!Eb.test(k.type),e=k.url,k.hasContent||(k.data&&(e=k.url+=(wb.test(e)?"&":"?")+k.data,delete k.data),k.cache===!1&&(k.url=Bb.test(e)?e.replace(Bb,"$1_="+vb++):e+(wb.test(e)?"&":"?")+"_="+vb++)),k.ifModified&&(m.lastModified[e]&&v.setRequestHeader("If-Modified-Since",m.lastModified[e]),m.etag[e]&&v.setRequestHeader("If-None-Match",m.etag[e])),(k.data&&k.hasContent&&k.contentType!==!1||b.contentType)&&v.setRequestHeader("Content-Type",k.contentType),v.setRequestHeader("Accept",k.dataTypes[0]&&k.accepts[k.dataTypes[0]]?k.accepts[k.dataTypes[0]]+("*"!==k.dataTypes[0]?", "+Jb+"; q=0.01":""):k.accepts["*"]);for(d in k.headers)v.setRequestHeader(d,k.headers[d]);if(k.beforeSend&&(k.beforeSend.call(l,v,k)===!1||2===t))return v.abort();u="abort";for(d in{success:1,error:1,complete:1})v[d](k[d]);if(i=Mb(Ib,k,b,v)){v.readyState=1,h&&n.trigger("ajaxSend",[v,k]),k.async&&k.timeout>0&&(g=setTimeout(function(){v.abort("timeout")},k.timeout));try{t=1,i.send(r,x)}catch(w){if(!(2>t))throw w;x(-1,w)}}else x(-1,"No Transport");function x(a,b,c,d){var j,r,s,u,w,x=b;2!==t&&(t=2,g&&clearTimeout(g),i=void 0,f=d||"",v.readyState=a>0?4:0,j=a>=200&&300>a||304===a,c&&(u=Ob(k,v,c)),u=Pb(k,u,v,j),j?(k.ifModified&&(w=v.getResponseHeader("Last-Modified"),w&&(m.lastModified[e]=w),w=v.getResponseHeader("etag"),w&&(m.etag[e]=w)),204===a||"HEAD"===k.type?x="nocontent":304===a?x="notmodified":(x=u.state,r=u.data,s=u.error,j=!s)):(s=x,(a||!x)&&(x="error",0>a&&(a=0))),v.status=a,v.statusText=(b||x)+"",j?o.resolveWith(l,[r,x,v]):o.rejectWith(l,[v,x,s]),v.statusCode(q),q=void 0,h&&n.trigger(j?"ajaxSuccess":"ajaxError",[v,k,j?r:s]),p.fireWith(l,[v,x]),h&&(n.trigger("ajaxComplete",[v,k]),--m.active||m.event.trigger("ajaxStop")))}return v},getJSON:function(a,b,c){return m.get(a,b,c,"json")},getScript:function(a,b){return m.get(a,void 0,b,"script")}}),m.each(["get","post"],function(a,b){m[b]=function(a,c,d,e){return m.isFunction(c)&&(e=e||d,d=c,c=void 0),m.ajax({url:a,type:b,dataType:e,data:c,success:d})}}),m._evalUrl=function(a){return m.ajax({url:a,type:"GET",dataType:"script",async:!1,global:!1,"throws":!0})},m.fn.extend({wrapAll:function(a){if(m.isFunction(a))return this.each(function(b){m(this).wrapAll(a.call(this,b))});if(this[0]){var b=m(a,this[0].ownerDocument).eq(0).clone(!0);this[0].parentNode&&b.insertBefore(this[0]),b.map(function(){var a=this;while(a.firstChild&&1===a.firstChild.nodeType)a=a.firstChild;return a}).append(this)}return this},wrapInner:function(a){return this.each(m.isFunction(a)?function(b){m(this).wrapInner(a.call(this,b))}:function(){var b=m(this),c=b.contents();c.length?c.wrapAll(a):b.append(a)})},wrap:function(a){var b=m.isFunction(a);return this.each(function(c){m(this).wrapAll(b?a.call(this,c):a)})},unwrap:function(){return this.parent().each(function(){m.nodeName(this,"body")||m(this).replaceWith(this.childNodes)}).end()}}),m.expr.filters.hidden=function(a){return a.offsetWidth<=0&&a.offsetHeight<=0||!k.reliableHiddenOffsets()&&"none"===(a.style&&a.style.display||m.css(a,"display"))},m.expr.filters.visible=function(a){return!m.expr.filters.hidden(a)};var Qb=/%20/g,Rb=/\[\]$/,Sb=/\r?\n/g,Tb=/^(?:submit|button|image|reset|file)$/i,Ub=/^(?:input|select|textarea|keygen)/i;function Vb(a,b,c,d){var e;if(m.isArray(b))m.each(b,function(b,e){c||Rb.test(a)?d(a,e):Vb(a+"["+("object"==typeof e?b:"")+"]",e,c,d)});else if(c||"object"!==m.type(b))d(a,b);else for(e in b)Vb(a+"["+e+"]",b[e],c,d)}m.param=function(a,b){var c,d=[],e=function(a,b){b=m.isFunction(b)?b():null==b?"":b,d[d.length]=encodeURIComponent(a)+"="+encodeURIComponent(b)};if(void 0===b&&(b=m.ajaxSettings&&m.ajaxSettings.traditional),m.isArray(a)||a.jquery&&!m.isPlainObject(a))m.each(a,function(){e(this.name,this.value)});else for(c in a)Vb(c,a[c],b,e);return d.join("&").replace(Qb,"+")},m.fn.extend({serialize:function(){return m.param(this.serializeArray())},serializeArray:function(){return this.map(function(){var a=m.prop(this,"elements");return a?m.makeArray(a):this}).filter(function(){var a=this.type;return this.name&&!m(this).is(":disabled")&&Ub.test(this.nodeName)&&!Tb.test(a)&&(this.checked||!W.test(a))}).map(function(a,b){var c=m(this).val();return null==c?null:m.isArray(c)?m.map(c,function(a){return{name:b.name,value:a.replace(Sb,"\r\n")}}):{name:b.name,value:c.replace(Sb,"\r\n")}}).get()}}),m.ajaxSettings.xhr=void 0!==a.ActiveXObject?function(){return!this.isLocal&&/^(get|post|head|put|delete|options)$/i.test(this.type)&&Zb()||$b()}:Zb;var Wb=0,Xb={},Yb=m.ajaxSettings.xhr();a.attachEvent&&a.attachEvent("onunload",function(){for(var a in Xb)Xb[a](void 0,!0)}),k.cors=!!Yb&&"withCredentials"in Yb,Yb=k.ajax=!!Yb,Yb&&m.ajaxTransport(function(a){if(!a.crossDomain||k.cors){var b;return{send:function(c,d){var e,f=a.xhr(),g=++Wb;if(f.open(a.type,a.url,a.async,a.username,a.password),a.xhrFields)for(e in a.xhrFields)f[e]=a.xhrFields[e];a.mimeType&&f.overrideMimeType&&f.overrideMimeType(a.mimeType),a.crossDomain||c["X-Requested-With"]||(c["X-Requested-With"]="XMLHttpRequest");for(e in c)void 0!==c[e]&&f.setRequestHeader(e,c[e]+"");f.send(a.hasContent&&a.data||null),b=function(c,e){var h,i,j;if(b&&(e||4===f.readyState))if(delete Xb[g],b=void 0,f.onreadystatechange=m.noop,e)4!==f.readyState&&f.abort();else{j={},h=f.status,"string"==typeof f.responseText&&(j.text=f.responseText);try{i=f.statusText}catch(k){i=""}h||!a.isLocal||a.crossDomain?1223===h&&(h=204):h=j.text?200:404}j&&d(h,i,j,f.getAllResponseHeaders())},a.async?4===f.readyState?setTimeout(b):f.onreadystatechange=Xb[g]=b:b()},abort:function(){b&&b(void 0,!0)}}}});function Zb(){try{return new a.XMLHttpRequest}catch(b){}}function $b(){try{return new a.ActiveXObject("Microsoft.XMLHTTP")}catch(b){}}m.ajaxSetup({accepts:{script:"text/javascript, application/javascript, application/ecmascript, application/x-ecmascript"},contents:{script:/(?:java|ecma)script/},converters:{"text script":function(a){return m.globalEval(a),a}}}),m.ajaxPrefilter("script",function(a){void 0===a.cache&&(a.cache=!1),a.crossDomain&&(a.type="GET",a.global=!1)}),m.ajaxTransport("script",function(a){if(a.crossDomain){var b,c=y.head||m("head")[0]||y.documentElement;return{send:function(d,e){b=y.createElement("script"),b.async=!0,a.scriptCharset&&(b.charset=a.scriptCharset),b.src=a.url,b.onload=b.onreadystatechange=function(a,c){(c||!b.readyState||/loaded|complete/.test(b.readyState))&&(b.onload=b.onreadystatechange=null,b.parentNode&&b.parentNode.removeChild(b),b=null,c||e(200,"success"))},c.insertBefore(b,c.firstChild)},abort:function(){b&&b.onload(void 0,!0)}}}});var _b=[],ac=/(=)\?(?=&|$)|\?\?/;m.ajaxSetup({jsonp:"callback",jsonpCallback:function(){var a=_b.pop()||m.expando+"_"+vb++;return this[a]=!0,a}}),m.ajaxPrefilter("json jsonp",function(b,c,d){var e,f,g,h=b.jsonp!==!1&&(ac.test(b.url)?"url":"string"==typeof b.data&&!(b.contentType||"").indexOf("application/x-www-form-urlencoded")&&ac.test(b.data)&&"data");return h||"jsonp"===b.dataTypes[0]?(e=b.jsonpCallback=m.isFunction(b.jsonpCallback)?b.jsonpCallback():b.jsonpCallback,h?b[h]=b[h].replace(ac,"$1"+e):b.jsonp!==!1&&(b.url+=(wb.test(b.url)?"&":"?")+b.jsonp+"="+e),b.converters["script json"]=function(){return g||m.error(e+" was not called"),g[0]},b.dataTypes[0]="json",f=a[e],a[e]=function(){g=arguments},d.always(function(){a[e]=f,b[e]&&(b.jsonpCallback=c.jsonpCallback,_b.push(e)),g&&m.isFunction(f)&&f(g[0]),g=f=void 0}),"script"):void 0}),m.parseHTML=function(a,b,c){if(!a||"string"!=typeof a)return null;"boolean"==typeof b&&(c=b,b=!1),b=b||y;var d=u.exec(a),e=!c&&[];return d?[b.createElement(d[1])]:(d=m.buildFragment([a],b,e),e&&e.length&&m(e).remove(),m.merge([],d.childNodes))};var bc=m.fn.load;m.fn.load=function(a,b,c){if("string"!=typeof a&&bc)return bc.apply(this,arguments);var d,e,f,g=this,h=a.indexOf(" ");return h>=0&&(d=m.trim(a.slice(h,a.length)),a=a.slice(0,h)),m.isFunction(b)?(c=b,b=void 0):b&&"object"==typeof b&&(f="POST"),g.length>0&&m.ajax({url:a,type:f,dataType:"html",data:b}).done(function(a){e=arguments,g.html(d?m("<div>").append(m.parseHTML(a)).find(d):a)}).complete(c&&function(a,b){g.each(c,e||[a.responseText,b,a])}),this},m.each(["ajaxStart","ajaxStop","ajaxComplete","ajaxError","ajaxSuccess","ajaxSend"],function(a,b){m.fn[b]=function(a){return this.on(b,a)}}),m.expr.filters.animated=function(a){return m.grep(m.timers,function(b){return a===b.elem}).length};var cc=a.document.documentElement;function dc(a){return m.isWindow(a)?a:9===a.nodeType?a.defaultView||a.parentWindow:!1}m.offset={setOffset:function(a,b,c){var d,e,f,g,h,i,j,k=m.css(a,"position"),l=m(a),n={};"static"===k&&(a.style.position="relative"),h=l.offset(),f=m.css(a,"top"),i=m.css(a,"left"),j=("absolute"===k||"fixed"===k)&&m.inArray("auto",[f,i])>-1,j?(d=l.position(),g=d.top,e=d.left):(g=parseFloat(f)||0,e=parseFloat(i)||0),m.isFunction(b)&&(b=b.call(a,c,h)),null!=b.top&&(n.top=b.top-h.top+g),null!=b.left&&(n.left=b.left-h.left+e),"using"in b?b.using.call(a,n):l.css(n)}},m.fn.extend({offset:function(a){if(arguments.length)return void 0===a?this:this.each(function(b){m.offset.setOffset(this,a,b)});var b,c,d={top:0,left:0},e=this[0],f=e&&e.ownerDocument;if(f)return b=f.documentElement,m.contains(b,e)?(typeof e.getBoundingClientRect!==K&&(d=e.getBoundingClientRect()),c=dc(f),{top:d.top+(c.pageYOffset||b.scrollTop)-(b.clientTop||0),left:d.left+(c.pageXOffset||b.scrollLeft)-(b.clientLeft||0)}):d},position:function(){if(this[0]){var a,b,c={top:0,left:0},d=this[0];return"fixed"===m.css(d,"position")?b=d.getBoundingClientRect():(a=this.offsetParent(),b=this.offset(),m.nodeName(a[0],"html")||(c=a.offset()),c.top+=m.css(a[0],"borderTopWidth",!0),c.left+=m.css(a[0],"borderLeftWidth",!0)),{top:b.top-c.top-m.css(d,"marginTop",!0),left:b.left-c.left-m.css(d,"marginLeft",!0)}}},offsetParent:function(){return this.map(function(){var a=this.offsetParent||cc;while(a&&!m.nodeName(a,"html")&&"static"===m.css(a,"position"))a=a.offsetParent;return a||cc})}}),m.each({scrollLeft:"pageXOffset",scrollTop:"pageYOffset"},function(a,b){var c=/Y/.test(b);m.fn[a]=function(d){return V(this,function(a,d,e){var f=dc(a);return void 0===e?f?b in f?f[b]:f.document.documentElement[d]:a[d]:void(f?f.scrollTo(c?m(f).scrollLeft():e,c?e:m(f).scrollTop()):a[d]=e)},a,d,arguments.length,null)}}),m.each(["top","left"],function(a,b){m.cssHooks[b]=La(k.pixelPosition,function(a,c){return c?(c=Ja(a,b),Ha.test(c)?m(a).position()[b]+"px":c):void 0})}),m.each({Height:"height",Width:"width"},function(a,b){m.each({padding:"inner"+a,content:b,"":"outer"+a},function(c,d){m.fn[d]=function(d,e){var f=arguments.length&&(c||"boolean"!=typeof d),g=c||(d===!0||e===!0?"margin":"border");return V(this,function(b,c,d){var e;return m.isWindow(b)?b.document.documentElement["client"+a]:9===b.nodeType?(e=b.documentElement,Math.max(b.body["scroll"+a],e["scroll"+a],b.body["offset"+a],e["offset"+a],e["client"+a])):void 0===d?m.css(b,c,g):m.style(b,c,d,g)},b,f?d:void 0,f,null)}})}),m.fn.size=function(){return this.length},m.fn.andSelf=m.fn.addBack,"function"==typeof define&&define.amd&&define("jquery",[],function(){return m});var ec=a.jQuery,fc=a.$;return m.noConflict=function(b){return a.$===m&&(a.$=fc),b&&a.jQuery===m&&(a.jQuery=ec),m},typeof b===K&&(a.jQuery=a.$=m),m});
"></script>
+<script>/*! jQuery v1.11.3 | (c) 2005, 2015 jQuery Foundation, Inc. | jquery.org/license */
+!function(a,b){"object"==typeof module&&"object"==typeof module.exports?module.exports=a.document?b(a,!0):function(a){if(!a.document)throw new Error("jQuery requires a window with a document");return b(a)}:b(a)}("undefined"!=typeof window?window:this,function(a,b){var c=[],d=c.slice,e=c.concat,f=c.push,g=c.indexOf,h={},i=h.toString,j=h.hasOwnProperty,k={},l="1.11.3",m=function(a,b){return new m.fn.init(a,b)},n=/^[\s\uFEFF\xA0]+|[\s\uFEFF\xA0]+$/g,o=/^-ms-/,p=/-([\da-z])/gi,q=function(a,b){return b.toUpperCase()};m.fn=m.prototype={jquery:l,constructor:m,selector:"",length:0,toArray:function(){return d.call(this)},get:function(a){return null!=a?0>a?this[a+this.length]:this[a]:d.call(this)},pushStack:function(a){var b=m.merge(this.constructor(),a);return b.prevObject=this,b.context=this.context,b},each:function(a,b){return m.each(this,a,b)},map:function(a){return this.pushStack(m.map(this,function(b,c){return a.call(b,c,b)}))},slice:function(){return this.pushStack(d.apply(this,arguments))},first:function(){return this.eq(0)},last:function(){return this.eq(-1)},eq:function(a){var b=this.length,c=+a+(0>a?b:0);return this.pushStack(c>=0&&b>c?[this[c]]:[])},end:function(){return this.prevObject||this.constructor(null)},push:f,sort:c.sort,splice:c.splice},m.extend=m.fn.extend=function(){var a,b,c,d,e,f,g=arguments[0]||{},h=1,i=arguments.length,j=!1;for("boolean"==typeof g&&(j=g,g=arguments[h]||{},h++),"object"==typeof g||m.isFunction(g)||(g={}),h===i&&(g=this,h--);i>h;h++)if(null!=(e=arguments[h]))for(d in e)a=g[d],c=e[d],g!==c&&(j&&c&&(m.isPlainObject(c)||(b=m.isArray(c)))?(b?(b=!1,f=a&&m.isArray(a)?a:[]):f=a&&m.isPlainObject(a)?a:{},g[d]=m.extend(j,f,c)):void 0!==c&&(g[d]=c));return g},m.extend({expando:"jQuery"+(l+Math.random()).replace(/\D/g,""),isReady:!0,error:function(a){throw new Error(a)},noop:function(){},isFunction:function(a){return"function"===m.type(a)},isArray:Array.isArray||function(a){return"array"===m.type(a)},isWindow:function(a){return null!=a&&a==a.window},isNumeric:function(a){return!m.isArray(a)&&a-parseFloat(a)+1>=0},isEmptyObject:function(a){var b;for(b in a)return!1;return!0},isPlainObject:function(a){var b;if(!a||"object"!==m.type(a)||a.nodeType||m.isWindow(a))return!1;try{if(a.constructor&&!j.call(a,"constructor")&&!j.call(a.constructor.prototype,"isPrototypeOf"))return!1}catch(c){return!1}if(k.ownLast)for(b in a)return j.call(a,b);for(b in a);return void 0===b||j.call(a,b)},type:function(a){return null==a?a+"":"object"==typeof a||"function"==typeof a?h[i.call(a)]||"object":typeof a},globalEval:function(b){b&&m.trim(b)&&(a.execScript||function(b){a.eval.call(a,b)})(b)},camelCase:function(a){return a.replace(o,"ms-").replace(p,q)},nodeName:function(a,b){return a.nodeName&&a.nodeName.toLowerCase()===b.toLowerCase()},each:function(a,b,c){var d,e=0,f=a.length,g=r(a);if(c){if(g){for(;f>e;e++)if(d=b.apply(a[e],c),d===!1)break}else for(e in a)if(d=b.apply(a[e],c),d===!1)break}else if(g){for(;f>e;e++)if(d=b.call(a[e],e,a[e]),d===!1)break}else for(e in a)if(d=b.call(a[e],e,a[e]),d===!1)break;return a},trim:function(a){return null==a?"":(a+"").replace(n,"")},makeArray:function(a,b){var c=b||[];return null!=a&&(r(Object(a))?m.merge(c,"string"==typeof a?[a]:a):f.call(c,a)),c},inArray:function(a,b,c){var d;if(b){if(g)return g.call(b,a,c);for(d=b.length,c=c?0>c?Math.max(0,d+c):c:0;d>c;c++)if(c in b&&b[c]===a)return c}return-1},merge:function(a,b){var c=+b.length,d=0,e=a.length;while(c>d)a[e++]=b[d++];if(c!==c)while(void 0!==b[d])a[e++]=b[d++];return a.length=e,a},grep:function(a,b,c){for(var d,e=[],f=0,g=a.length,h=!c;g>f;f++)d=!b(a[f],f),d!==h&&e.push(a[f]);return e},map:function(a,b,c){var d,f=0,g=a.length,h=r(a),i=[];if(h)for(;g>f;f++)d=b(a[f],f,c),null!=d&&i.push(d);else for(f in a)d=b(a[f],f,c),null!=d&&i.push(d);return e.apply([],i)},guid:1,proxy:function(a,b){var c,e,f;return"string"==typeof b&&(f=a[b],b=a,a=f),m.isFunction(a)?(c=d.call(arguments,2),e=function(){return a.apply(b||this,c.concat(d.call(arguments)))},e.guid=a.guid=a.guid||m.guid++,e):void 0},now:function(){return+new Date},support:k}),m.each("Boolean Number String Function Array Date RegExp Object Error".split(" "),function(a,b){h["[object "+b+"]"]=b.toLowerCase()});function r(a){var b="length"in a&&a.length,c=m.type(a);return"function"===c||m.isWindow(a)?!1:1===a.nodeType&&b?!0:"array"===c||0===b||"number"==typeof b&&b>0&&b-1 in a}var s=function(a){var b,c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u="sizzle"+1*new Date,v=a.document,w=0,x=0,y=ha(),z=ha(),A=ha(),B=function(a,b){return a===b&&(l=!0),0},C=1<<31,D={}.hasOwnProperty,E=[],F=E.pop,G=E.push,H=E.push,I=E.slice,J=function(a,b){for(var c=0,d=a.length;d>c;c++)if(a[c]===b)return c;return-1},K="checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped",L="[\\x20\\t\\r\\n\\f]",M="(?:\\\\.|[\\w-]|[^\\x00-\\xa0])+",N=M.replace("w","w#"),O="\\["+L+"*("+M+")(?:"+L+"*([*^$|!~]?=)"+L+"*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|("+N+"))|)"+L+"*\\]",P=":("+M+")(?:\\((('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|((?:\\\\.|[^\\\\()[\\]]|"+O+")*)|.*)\\)|)",Q=new RegExp(L+"+","g"),R=new RegExp("^"+L+"+|((?:^|[^\\\\])(?:\\\\.)*)"+L+"+$","g"),S=new RegExp("^"+L+"*,"+L+"*"),T=new RegExp("^"+L+"*([>+~]|"+L+")"+L+"*"),U=new RegExp("="+L+"*([^\\]'\"]*?)"+L+"*\\]","g"),V=new RegExp(P),W=new RegExp("^"+N+"$"),X={ID:new RegExp("^#("+M+")"),CLASS:new RegExp("^\\.("+M+")"),TAG:new RegExp("^("+M.replace("w","w*")+")"),ATTR:new RegExp("^"+O),PSEUDO:new RegExp("^"+P),CHILD:new RegExp("^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\("+L+"*(even|odd|(([+-]|)(\\d*)n|)"+L+"*(?:([+-]|)"+L+"*(\\d+)|))"+L+"*\\)|)","i"),bool:new RegExp("^(?:"+K+")$","i"),needsContext:new RegExp("^"+L+"*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\("+L+"*((?:-\\d)?\\d*)"+L+"*\\)|)(?=[^-]|$)","i")},Y=/^(?:input|select|textarea|button)$/i,Z=/^h\d$/i,$=/^[^{]+\{\s*\[native \w/,_=/^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/,aa=/[+~]/,ba=/'|\\/g,ca=new RegExp("\\\\([\\da-f]{1,6}"+L+"?|("+L+")|.)","ig"),da=function(a,b,c){var d="0x"+b-65536;return d!==d||c?b:0>d?String.fromCharCode(d+65536):String.fromCharCode(d>>10|55296,1023&d|56320)},ea=function(){m()};try{H.apply(E=I.call(v.childNodes),v.childNodes),E[v.childNodes.length].nodeType}catch(fa){H={apply:E.length?function(a,b){G.apply(a,I.call(b))}:function(a,b){var c=a.length,d=0;while(a[c++]=b[d++]);a.length=c-1}}}function ga(a,b,d,e){var f,h,j,k,l,o,r,s,w,x;if((b?b.ownerDocument||b:v)!==n&&m(b),b=b||n,d=d||[],k=b.nodeType,"string"!=typeof a||!a||1!==k&&9!==k&&11!==k)return d;if(!e&&p){if(11!==k&&(f=_.exec(a)))if(j=f[1]){if(9===k){if(h=b.getElementById(j),!h||!h.parentNode)return d;if(h.id===j)return d.push(h),d}else if(b.ownerDocument&&(h=b.ownerDocument.getElementById(j))&&t(b,h)&&h.id===j)return d.push(h),d}else{if(f[2])return H.apply(d,b.getElementsByTagName(a)),d;if((j=f[3])&&c.getElementsByClassName)return H.apply(d,b.getElementsByClassName(j)),d}if(c.qsa&&(!q||!q.test(a))){if(s=r=u,w=b,x=1!==k&&a,1===k&&"object"!==b.nodeName.toLowerCase()){o=g(a),(r=b.getAttribute("id"))?s=r.replace(ba,"\\$&"):b.setAttribute("id",s),s="[id='"+s+"'] ",l=o.length;while(l--)o[l]=s+ra(o[l]);w=aa.test(a)&&pa(b.parentNode)||b,x=o.join(",")}if(x)try{return H.apply(d,w.querySelectorAll(x)),d}catch(y){}finally{r||b.removeAttribute("id")}}}return i(a.replace(R,"$1"),b,d,e)}function ha(){var a=[];function b(c,e){return a.push(c+" ")>d.cacheLength&&delete b[a.shift()],b[c+" "]=e}return b}function ia(a){return a[u]=!0,a}function ja(a){var b=n.createElement("div");try{return!!a(b)}catch(c){return!1}finally{b.parentNode&&b.parentNode.removeChild(b),b=null}}function ka(a,b){var c=a.split("|"),e=a.length;while(e--)d.attrHandle[c[e]]=b}function la(a,b){var c=b&&a,d=c&&1===a.nodeType&&1===b.nodeType&&(~b.sourceIndex||C)-(~a.sourceIndex||C);if(d)return d;if(c)while(c=c.nextSibling)if(c===b)return-1;return a?1:-1}function ma(a){return function(b){var c=b.nodeName.toLowerCase();return"input"===c&&b.type===a}}function na(a){return function(b){var c=b.nodeName.toLowerCase();return("input"===c||"button"===c)&&b.type===a}}function oa(a){return ia(function(b){return b=+b,ia(function(c,d){var e,f=a([],c.length,b),g=f.length;while(g--)c[e=f[g]]&&(c[e]=!(d[e]=c[e]))})})}function pa(a){return a&&"undefined"!=typeof a.getElementsByTagName&&a}c=ga.support={},f=ga.isXML=function(a){var b=a&&(a.ownerDocument||a).documentElement;return b?"HTML"!==b.nodeName:!1},m=ga.setDocument=function(a){var b,e,g=a?a.ownerDocument||a:v;return g!==n&&9===g.nodeType&&g.documentElement?(n=g,o=g.documentElement,e=g.defaultView,e&&e!==e.top&&(e.addEventListener?e.addEventListener("unload",ea,!1):e.attachEvent&&e.attachEvent("onunload",ea)),p=!f(g),c.attributes=ja(function(a){return a.className="i",!a.getAttribute("className")}),c.getElementsByTagName=ja(function(a){return a.appendChild(g.createComment("")),!a.getElementsByTagName("*").length}),c.getElementsByClassName=$.test(g.getElementsByClassName),c.getById=ja(function(a){return o.appendChild(a).id=u,!g.getElementsByName||!g.getElementsByName(u).length}),c.getById?(d.find.ID=function(a,b){if("undefined"!=typeof b.getElementById&&p){var c=b.getElementById(a);return c&&c.parentNode?[c]:[]}},d.filter.ID=function(a){var b=a.replace(ca,da);return function(a){return a.getAttribute("id")===b}}):(delete d.find.ID,d.filter.ID=function(a){var b=a.replace(ca,da);return function(a){var c="undefined"!=typeof a.getAttributeNode&&a.getAttributeNode("id");return c&&c.value===b}}),d.find.TAG=c.getElementsByTagName?function(a,b){return"undefined"!=typeof b.getElementsByTagName?b.getElementsByTagName(a):c.qsa?b.querySelectorAll(a):void 0}:function(a,b){var c,d=[],e=0,f=b.getElementsByTagName(a);if("*"===a){while(c=f[e++])1===c.nodeType&&d.push(c);return d}return f},d.find.CLASS=c.getElementsByClassName&&function(a,b){return p?b.getElementsByClassName(a):void 0},r=[],q=[],(c.qsa=$.test(g.querySelectorAll))&&(ja(function(a){o.appendChild(a).innerHTML="<a id='"+u+"'></a><select id='"+u+"-\f]' msallowcapture=''><option selected=''></option></select>",a.querySelectorAll("[msallowcapture^='']").length&&q.push("[*^$]="+L+"*(?:''|\"\")"),a.querySelectorAll("[selected]").length||q.push("\\["+L+"*(?:value|"+K+")"),a.querySelectorAll("[id~="+u+"-]").length||q.push("~="),a.querySelectorAll(":checked").length||q.push(":checked"),a.querySelectorAll("a#"+u+"+*").length||q.push(".#.+[+~]")}),ja(function(a){var b=g.createElement("input");b.setAttribute("type","hidden"),a.appendChild(b).setAttribute("name","D"),a.querySelectorAll("[name=d]").length&&q.push("name"+L+"*[*^$|!~]?="),a.querySelectorAll(":enabled").length||q.push(":enabled",":disabled"),a.querySelectorAll("*,:x"),q.push(",.*:")})),(c.matchesSelector=$.test(s=o.matches||o.webkitMatchesSelector||o.mozMatchesSelector||o.oMatchesSelector||o.msMatchesSelector))&&ja(function(a){c.disconnectedMatch=s.call(a,"div"),s.call(a,"[s!='']:x"),r.push("!=",P)}),q=q.length&&new RegExp(q.join("|")),r=r.length&&new RegExp(r.join("|")),b=$.test(o.compareDocumentPosition),t=b||$.test(o.contains)?function(a,b){var c=9===a.nodeType?a.documentElement:a,d=b&&b.parentNode;return a===d||!(!d||1!==d.nodeType||!(c.contains?c.contains(d):a.compareDocumentPosition&&16&a.compareDocumentPosition(d)))}:function(a,b){if(b)while(b=b.parentNode)if(b===a)return!0;return!1},B=b?function(a,b){if(a===b)return l=!0,0;var d=!a.compareDocumentPosition-!b.compareDocumentPosition;return d?d:(d=(a.ownerDocument||a)===(b.ownerDocument||b)?a.compareDocumentPosition(b):1,1&d||!c.sortDetached&&b.compareDocumentPosition(a)===d?a===g||a.ownerDocument===v&&t(v,a)?-1:b===g||b.ownerDocument===v&&t(v,b)?1:k?J(k,a)-J(k,b):0:4&d?-1:1)}:function(a,b){if(a===b)return l=!0,0;var c,d=0,e=a.parentNode,f=b.parentNode,h=[a],i=[b];if(!e||!f)return a===g?-1:b===g?1:e?-1:f?1:k?J(k,a)-J(k,b):0;if(e===f)return la(a,b);c=a;while(c=c.parentNode)h.unshift(c);c=b;while(c=c.parentNode)i.unshift(c);while(h[d]===i[d])d++;return d?la(h[d],i[d]):h[d]===v?-1:i[d]===v?1:0},g):n},ga.matches=function(a,b){return ga(a,null,null,b)},ga.matchesSelector=function(a,b){if((a.ownerDocument||a)!==n&&m(a),b=b.replace(U,"='$1']"),!(!c.matchesSelector||!p||r&&r.test(b)||q&&q.test(b)))try{var d=s.call(a,b);if(d||c.disconnectedMatch||a.document&&11!==a.document.nodeType)return d}catch(e){}return ga(b,n,null,[a]).length>0},ga.contains=function(a,b){return(a.ownerDocument||a)!==n&&m(a),t(a,b)},ga.attr=function(a,b){(a.ownerDocument||a)!==n&&m(a);var e=d.attrHandle[b.toLowerCase()],f=e&&D.call(d.attrHandle,b.toLowerCase())?e(a,b,!p):void 0;return void 0!==f?f:c.attributes||!p?a.getAttribute(b):(f=a.getAttributeNode(b))&&f.specified?f.value:null},ga.error=function(a){throw new Error("Syntax error, unrecognized expression: "+a)},ga.uniqueSort=function(a){var b,d=[],e=0,f=0;if(l=!c.detectDuplicates,k=!c.sortStable&&a.slice(0),a.sort(B),l){while(b=a[f++])b===a[f]&&(e=d.push(f));while(e--)a.splice(d[e],1)}return k=null,a},e=ga.getText=function(a){var b,c="",d=0,f=a.nodeType;if(f){if(1===f||9===f||11===f){if("string"==typeof a.textContent)return a.textContent;for(a=a.firstChild;a;a=a.nextSibling)c+=e(a)}else if(3===f||4===f)return a.nodeValue}else while(b=a[d++])c+=e(b);return c},d=ga.selectors={cacheLength:50,createPseudo:ia,match:X,attrHandle:{},find:{},relative:{">":{dir:"parentNode",first:!0}," ":{dir:"parentNode"},"+":{dir:"previousSibling",first:!0},"~":{dir:"previousSibling"}},preFilter:{ATTR:function(a){return a[1]=a[1].replace(ca,da),a[3]=(a[3]||a[4]||a[5]||"").replace(ca,da),"~="===a[2]&&(a[3]=" "+a[3]+" "),a.slice(0,4)},CHILD:function(a){return a[1]=a[1].toLowerCase(),"nth"===a[1].slice(0,3)?(a[3]||ga.error(a[0]),a[4]=+(a[4]?a[5]+(a[6]||1):2*("even"===a[3]||"odd"===a[3])),a[5]=+(a[7]+a[8]||"odd"===a[3])):a[3]&&ga.error(a[0]),a},PSEUDO:function(a){var b,c=!a[6]&&a[2];return X.CHILD.test(a[0])?null:(a[3]?a[2]=a[4]||a[5]||"":c&&V.test(c)&&(b=g(c,!0))&&(b=c.indexOf(")",c.length-b)-c.length)&&(a[0]=a[0].slice(0,b),a[2]=c.slice(0,b)),a.slice(0,3))}},filter:{TAG:function(a){var b=a.replace(ca,da).toLowerCase();return"*"===a?function(){return!0}:function(a){return a.nodeName&&a.nodeName.toLowerCase()===b}},CLASS:function(a){var b=y[a+" "];return b||(b=new RegExp("(^|"+L+")"+a+"("+L+"|$)"))&&y(a,function(a){return b.test("string"==typeof a.className&&a.className||"undefined"!=typeof a.getAttribute&&a.getAttribute("class")||"")})},ATTR:function(a,b,c){return function(d){var e=ga.attr(d,a);return null==e?"!="===b:b?(e+="","="===b?e===c:"!="===b?e!==c:"^="===b?c&&0===e.indexOf(c):"*="===b?c&&e.indexOf(c)>-1:"$="===b?c&&e.slice(-c.length)===c:"~="===b?(" "+e.replace(Q," ")+" ").indexOf(c)>-1:"|="===b?e===c||e.slice(0,c.length+1)===c+"-":!1):!0}},CHILD:function(a,b,c,d,e){var f="nth"!==a.slice(0,3),g="last"!==a.slice(-4),h="of-type"===b;return 1===d&&0===e?function(a){return!!a.parentNode}:function(b,c,i){var j,k,l,m,n,o,p=f!==g?"nextSibling":"previousSibling",q=b.parentNode,r=h&&b.nodeName.toLowerCase(),s=!i&&!h;if(q){if(f){while(p){l=b;while(l=l[p])if(h?l.nodeName.toLowerCase()===r:1===l.nodeType)return!1;o=p="only"===a&&!o&&"nextSibling"}return!0}if(o=[g?q.firstChild:q.lastChild],g&&s){k=q[u]||(q[u]={}),j=k[a]||[],n=j[0]===w&&j[1],m=j[0]===w&&j[2],l=n&&q.childNodes[n];while(l=++n&&l&&l[p]||(m=n=0)||o.pop())if(1===l.nodeType&&++m&&l===b){k[a]=[w,n,m];break}}else if(s&&(j=(b[u]||(b[u]={}))[a])&&j[0]===w)m=j[1];else while(l=++n&&l&&l[p]||(m=n=0)||o.pop())if((h?l.nodeName.toLowerCase()===r:1===l.nodeType)&&++m&&(s&&((l[u]||(l[u]={}))[a]=[w,m]),l===b))break;return m-=e,m===d||m%d===0&&m/d>=0}}},PSEUDO:function(a,b){var c,e=d.pseudos[a]||d.setFilters[a.toLowerCase()]||ga.error("unsupported pseudo: "+a);return e[u]?e(b):e.length>1?(c=[a,a,"",b],d.setFilters.hasOwnProperty(a.toLowerCase())?ia(function(a,c){var d,f=e(a,b),g=f.length;while(g--)d=J(a,f[g]),a[d]=!(c[d]=f[g])}):function(a){return e(a,0,c)}):e}},pseudos:{not:ia(function(a){var b=[],c=[],d=h(a.replace(R,"$1"));return d[u]?ia(function(a,b,c,e){var f,g=d(a,null,e,[]),h=a.length;while(h--)(f=g[h])&&(a[h]=!(b[h]=f))}):function(a,e,f){return b[0]=a,d(b,null,f,c),b[0]=null,!c.pop()}}),has:ia(function(a){return function(b){return ga(a,b).length>0}}),contains:ia(function(a){return a=a.replace(ca,da),function(b){return(b.textContent||b.innerText||e(b)).indexOf(a)>-1}}),lang:ia(function(a){return W.test(a||"")||ga.error("unsupported lang: "+a),a=a.replace(ca,da).toLowerCase(),function(b){var c;do if(c=p?b.lang:b.getAttribute("xml:lang")||b.getAttribute("lang"))return c=c.toLowerCase(),c===a||0===c.indexOf(a+"-");while((b=b.parentNode)&&1===b.nodeType);return!1}}),target:function(b){var c=a.location&&a.location.hash;return c&&c.slice(1)===b.id},root:function(a){return a===o},focus:function(a){return a===n.activeElement&&(!n.hasFocus||n.hasFocus())&&!!(a.type||a.href||~a.tabIndex)},enabled:function(a){return a.disabled===!1},disabled:function(a){return a.disabled===!0},checked:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&!!a.checked||"option"===b&&!!a.selected},selected:function(a){return a.parentNode&&a.parentNode.selectedIndex,a.selected===!0},empty:function(a){for(a=a.firstChild;a;a=a.nextSibling)if(a.nodeType<6)return!1;return!0},parent:function(a){return!d.pseudos.empty(a)},header:function(a){return Z.test(a.nodeName)},input:function(a){return Y.test(a.nodeName)},button:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&"button"===a.type||"button"===b},text:function(a){var b;return"input"===a.nodeName.toLowerCase()&&"text"===a.type&&(null==(b=a.getAttribute("type"))||"text"===b.toLowerCase())},first:oa(function(){return[0]}),last:oa(function(a,b){return[b-1]}),eq:oa(function(a,b,c){return[0>c?c+b:c]}),even:oa(function(a,b){for(var c=0;b>c;c+=2)a.push(c);return a}),odd:oa(function(a,b){for(var c=1;b>c;c+=2)a.push(c);return a}),lt:oa(function(a,b,c){for(var d=0>c?c+b:c;--d>=0;)a.push(d);return a}),gt:oa(function(a,b,c){for(var d=0>c?c+b:c;++d<b;)a.push(d);return a})}},d.pseudos.nth=d.pseudos.eq;for(b in{radio:!0,checkbox:!0,file:!0,password:!0,image:!0})d.pseudos[b]=ma(b);for(b in{submit:!0,reset:!0})d.pseudos[b]=na(b);function qa(){}qa.prototype=d.filters=d.pseudos,d.setFilters=new qa,g=ga.tokenize=function(a,b){var c,e,f,g,h,i,j,k=z[a+" "];if(k)return b?0:k.slice(0);h=a,i=[],j=d.preFilter;while(h){(!c||(e=S.exec(h)))&&(e&&(h=h.slice(e[0].length)||h),i.push(f=[])),c=!1,(e=T.exec(h))&&(c=e.shift(),f.push({value:c,type:e[0].replace(R," ")}),h=h.slice(c.length));for(g in d.filter)!(e=X[g].exec(h))||j[g]&&!(e=j[g](e))||(c=e.shift(),f.push({value:c,type:g,matches:e}),h=h.slice(c.length));if(!c)break}return b?h.length:h?ga.error(a):z(a,i).slice(0)};function ra(a){for(var b=0,c=a.length,d="";c>b;b++)d+=a[b].value;return d}function sa(a,b,c){var d=b.dir,e=c&&"parentNode"===d,f=x++;return b.first?function(b,c,f){while(b=b[d])if(1===b.nodeType||e)return a(b,c,f)}:function(b,c,g){var h,i,j=[w,f];if(g){while(b=b[d])if((1===b.nodeType||e)&&a(b,c,g))return!0}else while(b=b[d])if(1===b.nodeType||e){if(i=b[u]||(b[u]={}),(h=i[d])&&h[0]===w&&h[1]===f)return j[2]=h[2];if(i[d]=j,j[2]=a(b,c,g))return!0}}}function ta(a){return a.length>1?function(b,c,d){var e=a.length;while(e--)if(!a[e](b,c,d))return!1;return!0}:a[0]}function ua(a,b,c){for(var d=0,e=b.length;e>d;d++)ga(a,b[d],c);return c}function va(a,b,c,d,e){for(var f,g=[],h=0,i=a.length,j=null!=b;i>h;h++)(f=a[h])&&(!c||c(f,d,e))&&(g.push(f),j&&b.push(h));return g}function wa(a,b,c,d,e,f){return d&&!d[u]&&(d=wa(d)),e&&!e[u]&&(e=wa(e,f)),ia(function(f,g,h,i){var j,k,l,m=[],n=[],o=g.length,p=f||ua(b||"*",h.nodeType?[h]:h,[]),q=!a||!f&&b?p:va(p,m,a,h,i),r=c?e||(f?a:o||d)?[]:g:q;if(c&&c(q,r,h,i),d){j=va(r,n),d(j,[],h,i),k=j.length;while(k--)(l=j[k])&&(r[n[k]]=!(q[n[k]]=l))}if(f){if(e||a){if(e){j=[],k=r.length;while(k--)(l=r[k])&&j.push(q[k]=l);e(null,r=[],j,i)}k=r.length;while(k--)(l=r[k])&&(j=e?J(f,l):m[k])>-1&&(f[j]=!(g[j]=l))}}else r=va(r===g?r.splice(o,r.length):r),e?e(null,g,r,i):H.apply(g,r)})}function xa(a){for(var b,c,e,f=a.length,g=d.relative[a[0].type],h=g||d.relative[" "],i=g?1:0,k=sa(function(a){return a===b},h,!0),l=sa(function(a){return J(b,a)>-1},h,!0),m=[function(a,c,d){var e=!g&&(d||c!==j)||((b=c).nodeType?k(a,c,d):l(a,c,d));return b=null,e}];f>i;i++)if(c=d.relative[a[i].type])m=[sa(ta(m),c)];else{if(c=d.filter[a[i].type].apply(null,a[i].matches),c[u]){for(e=++i;f>e;e++)if(d.relative[a[e].type])break;return wa(i>1&&ta(m),i>1&&ra(a.slice(0,i-1).concat({value:" "===a[i-2].type?"*":""})).replace(R,"$1"),c,e>i&&xa(a.slice(i,e)),f>e&&xa(a=a.slice(e)),f>e&&ra(a))}m.push(c)}return ta(m)}function ya(a,b){var c=b.length>0,e=a.length>0,f=function(f,g,h,i,k){var l,m,o,p=0,q="0",r=f&&[],s=[],t=j,u=f||e&&d.find.TAG("*",k),v=w+=null==t?1:Math.random()||.1,x=u.length;for(k&&(j=g!==n&&g);q!==x&&null!=(l=u[q]);q++){if(e&&l){m=0;while(o=a[m++])if(o(l,g,h)){i.push(l);break}k&&(w=v)}c&&((l=!o&&l)&&p--,f&&r.push(l))}if(p+=q,c&&q!==p){m=0;while(o=b[m++])o(r,s,g,h);if(f){if(p>0)while(q--)r[q]||s[q]||(s[q]=F.call(i));s=va(s)}H.apply(i,s),k&&!f&&s.length>0&&p+b.length>1&&ga.uniqueSort(i)}return k&&(w=v,j=t),r};return c?ia(f):f}return h=ga.compile=function(a,b){var c,d=[],e=[],f=A[a+" "];if(!f){b||(b=g(a)),c=b.length;while(c--)f=xa(b[c]),f[u]?d.push(f):e.push(f);f=A(a,ya(e,d)),f.selector=a}return f},i=ga.select=function(a,b,e,f){var i,j,k,l,m,n="function"==typeof a&&a,o=!f&&g(a=n.selector||a);if(e=e||[],1===o.length){if(j=o[0]=o[0].slice(0),j.length>2&&"ID"===(k=j[0]).type&&c.getById&&9===b.nodeType&&p&&d.relative[j[1].type]){if(b=(d.find.ID(k.matches[0].replace(ca,da),b)||[])[0],!b)return e;n&&(b=b.parentNode),a=a.slice(j.shift().value.length)}i=X.needsContext.test(a)?0:j.length;while(i--){if(k=j[i],d.relative[l=k.type])break;if((m=d.find[l])&&(f=m(k.matches[0].replace(ca,da),aa.test(j[0].type)&&pa(b.parentNode)||b))){if(j.splice(i,1),a=f.length&&ra(j),!a)return H.apply(e,f),e;break}}}return(n||h(a,o))(f,b,!p,e,aa.test(a)&&pa(b.parentNode)||b),e},c.sortStable=u.split("").sort(B).join("")===u,c.detectDuplicates=!!l,m(),c.sortDetached=ja(function(a){return 1&a.compareDocumentPosition(n.createElement("div"))}),ja(function(a){return a.innerHTML="<a href='#'></a>","#"===a.firstChild.getAttribute("href")})||ka("type|href|height|width",function(a,b,c){return c?void 0:a.getAttribute(b,"type"===b.toLowerCase()?1:2)}),c.attributes&&ja(function(a){return a.innerHTML="<input/>",a.firstChild.setAttribute("value",""),""===a.firstChild.getAttribute("value")})||ka("value",function(a,b,c){return c||"input"!==a.nodeName.toLowerCase()?void 0:a.defaultValue}),ja(function(a){return null==a.getAttribute("disabled")})||ka(K,function(a,b,c){var d;return c?void 0:a[b]===!0?b.toLowerCase():(d=a.getAttributeNode(b))&&d.specified?d.value:null}),ga}(a);m.find=s,m.expr=s.selectors,m.expr[":"]=m.expr.pseudos,m.unique=s.uniqueSort,m.text=s.getText,m.isXMLDoc=s.isXML,m.contains=s.contains;var t=m.expr.match.needsContext,u=/^<(\w+)\s*\/?>(?:<\/\1>|)$/,v=/^.[^:#\[\.,]*$/;function w(a,b,c){if(m.isFunction(b))return m.grep(a,function(a,d){return!!b.call(a,d,a)!==c});if(b.nodeType)return m.grep(a,function(a){return a===b!==c});if("string"==typeof b){if(v.test(b))return m.filter(b,a,c);b=m.filter(b,a)}return m.grep(a,function(a){return m.inArray(a,b)>=0!==c})}m.filter=function(a,b,c){var d=b[0];return c&&(a=":not("+a+")"),1===b.length&&1===d.nodeType?m.find.matchesSelector(d,a)?[d]:[]:m.find.matches(a,m.grep(b,function(a){return 1===a.nodeType}))},m.fn.extend({find:function(a){var b,c=[],d=this,e=d.length;if("string"!=typeof a)return this.pushStack(m(a).filter(function(){for(b=0;e>b;b++)if(m.contains(d[b],this))return!0}));for(b=0;e>b;b++)m.find(a,d[b],c);return c=this.pushStack(e>1?m.unique(c):c),c.selector=this.selector?this.selector+" "+a:a,c},filter:function(a){return this.pushStack(w(this,a||[],!1))},not:function(a){return this.pushStack(w(this,a||[],!0))},is:function(a){return!!w(this,"string"==typeof a&&t.test(a)?m(a):a||[],!1).length}});var x,y=a.document,z=/^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]*))$/,A=m.fn.init=function(a,b){var c,d;if(!a)return this;if("string"==typeof a){if(c="<"===a.charAt(0)&&">"===a.charAt(a.length-1)&&a.length>=3?[null,a,null]:z.exec(a),!c||!c[1]&&b)return!b||b.jquery?(b||x).find(a):this.constructor(b).find(a);if(c[1]){if(b=b instanceof m?b[0]:b,m.merge(this,m.parseHTML(c[1],b&&b.nodeType?b.ownerDocument||b:y,!0)),u.test(c[1])&&m.isPlainObject(b))for(c in b)m.isFunction(this[c])?this[c](b[c]):this.attr(c,b[c]);return this}if(d=y.getElementById(c[2]),d&&d.parentNode){if(d.id!==c[2])return x.find(a);this.length=1,this[0]=d}return this.context=y,this.selector=a,this}return a.nodeType?(this.context=this[0]=a,this.length=1,this):m.isFunction(a)?"undefined"!=typeof x.ready?x.ready(a):a(m):(void 0!==a.selector&&(this.selector=a.selector,this.context=a.context),m.makeArray(a,this))};A.prototype=m.fn,x=m(y);var B=/^(?:parents|prev(?:Until|All))/,C={children:!0,contents:!0,next:!0,prev:!0};m.extend({dir:function(a,b,c){var d=[],e=a[b];while(e&&9!==e.nodeType&&(void 0===c||1!==e.nodeType||!m(e).is(c)))1===e.nodeType&&d.push(e),e=e[b];return d},sibling:function(a,b){for(var c=[];a;a=a.nextSibling)1===a.nodeType&&a!==b&&c.push(a);return c}}),m.fn.extend({has:function(a){var b,c=m(a,this),d=c.length;return this.filter(function(){for(b=0;d>b;b++)if(m.contains(this,c[b]))return!0})},closest:function(a,b){for(var c,d=0,e=this.length,f=[],g=t.test(a)||"string"!=typeof a?m(a,b||this.context):0;e>d;d++)for(c=this[d];c&&c!==b;c=c.parentNode)if(c.nodeType<11&&(g?g.index(c)>-1:1===c.nodeType&&m.find.matchesSelector(c,a))){f.push(c);break}return this.pushStack(f.length>1?m.unique(f):f)},index:function(a){return a?"string"==typeof a?m.inArray(this[0],m(a)):m.inArray(a.jquery?a[0]:a,this):this[0]&&this[0].parentNode?this.first().prevAll().length:-1},add:function(a,b){return this.pushStack(m.unique(m.merge(this.get(),m(a,b))))},addBack:function(a){return this.add(null==a?this.prevObject:this.prevObject.filter(a))}});function D(a,b){do a=a[b];while(a&&1!==a.nodeType);return a}m.each({parent:function(a){var b=a.parentNode;return b&&11!==b.nodeType?b:null},parents:function(a){return m.dir(a,"parentNode")},parentsUntil:function(a,b,c){return m.dir(a,"parentNode",c)},next:function(a){return D(a,"nextSibling")},prev:function(a){return D(a,"previousSibling")},nextAll:function(a){return m.dir(a,"nextSibling")},prevAll:function(a){return m.dir(a,"previousSibling")},nextUntil:function(a,b,c){return m.dir(a,"nextSibling",c)},prevUntil:function(a,b,c){return m.dir(a,"previousSibling",c)},siblings:function(a){return m.sibling((a.parentNode||{}).firstChild,a)},children:function(a){return m.sibling(a.firstChild)},contents:function(a){return m.nodeName(a,"iframe")?a.contentDocument||a.contentWindow.document:m.merge([],a.childNodes)}},function(a,b){m.fn[a]=function(c,d){var e=m.map(this,b,c);return"Until"!==a.slice(-5)&&(d=c),d&&"string"==typeof d&&(e=m.filter(d,e)),this.length>1&&(C[a]||(e=m.unique(e)),B.test(a)&&(e=e.reverse())),this.pushStack(e)}});var E=/\S+/g,F={};function G(a){var b=F[a]={};return m.each(a.match(E)||[],function(a,c){b[c]=!0}),b}m.Callbacks=function(a){a="string"==typeof a?F[a]||G(a):m.extend({},a);var b,c,d,e,f,g,h=[],i=!a.once&&[],j=function(l){for(c=a.memory&&l,d=!0,f=g||0,g=0,e=h.length,b=!0;h&&e>f;f++)if(h[f].apply(l[0],l[1])===!1&&a.stopOnFalse){c=!1;break}b=!1,h&&(i?i.length&&j(i.shift()):c?h=[]:k.disable())},k={add:function(){if(h){var d=h.length;!function f(b){m.each(b,function(b,c){var d=m.type(c);"function"===d?a.unique&&k.has(c)||h.push(c):c&&c.length&&"string"!==d&&f(c)})}(arguments),b?e=h.length:c&&(g=d,j(c))}return this},remove:function(){return h&&m.each(arguments,function(a,c){var d;while((d=m.inArray(c,h,d))>-1)h.splice(d,1),b&&(e>=d&&e--,f>=d&&f--)}),this},has:function(a){return a?m.inArray(a,h)>-1:!(!h||!h.length)},empty:function(){return h=[],e=0,this},disable:function(){return h=i=c=void 0,this},disabled:function(){return!h},lock:function(){return i=void 0,c||k.disable(),this},locked:function(){return!i},fireWith:function(a,c){return!h||d&&!i||(c=c||[],c=[a,c.slice?c.slice():c],b?i.push(c):j(c)),this},fire:function(){return k.fireWith(this,arguments),this},fired:function(){return!!d}};return k},m.extend({Deferred:function(a){var b=[["resolve","done",m.Callbacks("once memory"),"resolved"],["reject","fail",m.Callbacks("once memory"),"rejected"],["notify","progress",m.Callbacks("memory")]],c="pending",d={state:function(){return c},always:function(){return e.done(arguments).fail(arguments),this},then:function(){var a=arguments;return m.Deferred(function(c){m.each(b,function(b,f){var g=m.isFunction(a[b])&&a[b];e[f[1]](function(){var a=g&&g.apply(this,arguments);a&&m.isFunction(a.promise)?a.promise().done(c.resolve).fail(c.reject).progress(c.notify):c[f[0]+"With"](this===d?c.promise():this,g?[a]:arguments)})}),a=null}).promise()},promise:function(a){return null!=a?m.extend(a,d):d}},e={};return d.pipe=d.then,m.each(b,function(a,f){var g=f[2],h=f[3];d[f[1]]=g.add,h&&g.add(function(){c=h},b[1^a][2].disable,b[2][2].lock),e[f[0]]=function(){return e[f[0]+"With"](this===e?d:this,arguments),this},e[f[0]+"With"]=g.fireWith}),d.promise(e),a&&a.call(e,e),e},when:function(a){var b=0,c=d.call(arguments),e=c.length,f=1!==e||a&&m.isFunction(a.promise)?e:0,g=1===f?a:m.Deferred(),h=function(a,b,c){return function(e){b[a]=this,c[a]=arguments.length>1?d.call(arguments):e,c===i?g.notifyWith(b,c):--f||g.resolveWith(b,c)}},i,j,k;if(e>1)for(i=new Array(e),j=new Array(e),k=new Array(e);e>b;b++)c[b]&&m.isFunction(c[b].promise)?c[b].promise().done(h(b,k,c)).fail(g.reject).progress(h(b,j,i)):--f;return f||g.resolveWith(k,c),g.promise()}});var H;m.fn.ready=function(a){return m.ready.promise().done(a),this},m.extend({isReady:!1,readyWait:1,holdReady:function(a){a?m.readyWait++:m.ready(!0)},ready:function(a){if(a===!0?!--m.readyWait:!m.isReady){if(!y.body)return setTimeout(m.ready);m.isReady=!0,a!==!0&&--m.readyWait>0||(H.resolveWith(y,[m]),m.fn.triggerHandler&&(m(y).triggerHandler("ready"),m(y).off("ready")))}}});function I(){y.addEventListener?(y.removeEventListener("DOMContentLoaded",J,!1),a.removeEventListener("load",J,!1)):(y.detachEvent("onreadystatechange",J),a.detachEvent("onload",J))}function J(){(y.addEventListener||"load"===event.type||"complete"===y.readyState)&&(I(),m.ready())}m.ready.promise=function(b){if(!H)if(H=m.Deferred(),"complete"===y.readyState)setTimeout(m.ready);else if(y.addEventListener)y.addEventListener("DOMContentLoaded",J,!1),a.addEventListener("load",J,!1);else{y.attachEvent("onreadystatechange",J),a.attachEvent("onload",J);var c=!1;try{c=null==a.frameElement&&y.documentElement}catch(d){}c&&c.doScroll&&!function e(){if(!m.isReady){try{c.doScroll("left")}catch(a){return setTimeout(e,50)}I(),m.ready()}}()}return H.promise(b)};var K="undefined",L;for(L in m(k))break;k.ownLast="0"!==L,k.inlineBlockNeedsLayout=!1,m(function(){var a,b,c,d;c=y.getElementsByTagName("body")[0],c&&c.style&&(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),typeof b.style.zoom!==K&&(b.style.cssText="display:inline;margin:0;border:0;padding:1px;width:1px;zoom:1",k.inlineBlockNeedsLayout=a=3===b.offsetWidth,a&&(c.style.zoom=1)),c.removeChild(d))}),function(){var a=y.createElement("div");if(null==k.deleteExpando){k.deleteExpando=!0;try{delete a.test}catch(b){k.deleteExpando=!1}}a=null}(),m.acceptData=function(a){var b=m.noData[(a.nodeName+" ").toLowerCase()],c=+a.nodeType||1;return 1!==c&&9!==c?!1:!b||b!==!0&&a.getAttribute("classid")===b};var M=/^(?:\{[\w\W]*\}|\[[\w\W]*\])$/,N=/([A-Z])/g;function O(a,b,c){if(void 0===c&&1===a.nodeType){var d="data-"+b.replace(N,"-$1").toLowerCase();if(c=a.getAttribute(d),"string"==typeof c){try{c="true"===c?!0:"false"===c?!1:"null"===c?null:+c+""===c?+c:M.test(c)?m.parseJSON(c):c}catch(e){}m.data(a,b,c)}else c=void 0}return c}function P(a){var b;for(b in a)if(("data"!==b||!m.isEmptyObject(a[b]))&&"toJSON"!==b)return!1;
+
+return!0}function Q(a,b,d,e){if(m.acceptData(a)){var f,g,h=m.expando,i=a.nodeType,j=i?m.cache:a,k=i?a[h]:a[h]&&h;if(k&&j[k]&&(e||j[k].data)||void 0!==d||"string"!=typeof b)return k||(k=i?a[h]=c.pop()||m.guid++:h),j[k]||(j[k]=i?{}:{toJSON:m.noop}),("object"==typeof b||"function"==typeof b)&&(e?j[k]=m.extend(j[k],b):j[k].data=m.extend(j[k].data,b)),g=j[k],e||(g.data||(g.data={}),g=g.data),void 0!==d&&(g[m.camelCase(b)]=d),"string"==typeof b?(f=g[b],null==f&&(f=g[m.camelCase(b)])):f=g,f}}function R(a,b,c){if(m.acceptData(a)){var d,e,f=a.nodeType,g=f?m.cache:a,h=f?a[m.expando]:m.expando;if(g[h]){if(b&&(d=c?g[h]:g[h].data)){m.isArray(b)?b=b.concat(m.map(b,m.camelCase)):b in d?b=[b]:(b=m.camelCase(b),b=b in d?[b]:b.split(" ")),e=b.length;while(e--)delete d[b[e]];if(c?!P(d):!m.isEmptyObject(d))return}(c||(delete g[h].data,P(g[h])))&&(f?m.cleanData([a],!0):k.deleteExpando||g!=g.window?delete g[h]:g[h]=null)}}}m.extend({cache:{},noData:{"applet ":!0,"embed ":!0,"object ":"clsid:D27CDB6E-AE6D-11cf-96B8-444553540000"},hasData:function(a){return a=a.nodeType?m.cache[a[m.expando]]:a[m.expando],!!a&&!P(a)},data:function(a,b,c){return Q(a,b,c)},removeData:function(a,b){return R(a,b)},_data:function(a,b,c){return Q(a,b,c,!0)},_removeData:function(a,b){return R(a,b,!0)}}),m.fn.extend({data:function(a,b){var c,d,e,f=this[0],g=f&&f.attributes;if(void 0===a){if(this.length&&(e=m.data(f),1===f.nodeType&&!m._data(f,"parsedAttrs"))){c=g.length;while(c--)g[c]&&(d=g[c].name,0===d.indexOf("data-")&&(d=m.camelCase(d.slice(5)),O(f,d,e[d])));m._data(f,"parsedAttrs",!0)}return e}return"object"==typeof a?this.each(function(){m.data(this,a)}):arguments.length>1?this.each(function(){m.data(this,a,b)}):f?O(f,a,m.data(f,a)):void 0},removeData:function(a){return this.each(function(){m.removeData(this,a)})}}),m.extend({queue:function(a,b,c){var d;return a?(b=(b||"fx")+"queue",d=m._data(a,b),c&&(!d||m.isArray(c)?d=m._data(a,b,m.makeArray(c)):d.push(c)),d||[]):void 0},dequeue:function(a,b){b=b||"fx";var c=m.queue(a,b),d=c.length,e=c.shift(),f=m._queueHooks(a,b),g=function(){m.dequeue(a,b)};"inprogress"===e&&(e=c.shift(),d--),e&&("fx"===b&&c.unshift("inprogress"),delete f.stop,e.call(a,g,f)),!d&&f&&f.empty.fire()},_queueHooks:function(a,b){var c=b+"queueHooks";return m._data(a,c)||m._data(a,c,{empty:m.Callbacks("once memory").add(function(){m._removeData(a,b+"queue"),m._removeData(a,c)})})}}),m.fn.extend({queue:function(a,b){var c=2;return"string"!=typeof a&&(b=a,a="fx",c--),arguments.length<c?m.queue(this[0],a):void 0===b?this:this.each(function(){var c=m.queue(this,a,b);m._queueHooks(this,a),"fx"===a&&"inprogress"!==c[0]&&m.dequeue(this,a)})},dequeue:function(a){return this.each(function(){m.dequeue(this,a)})},clearQueue:function(a){return this.queue(a||"fx",[])},promise:function(a,b){var c,d=1,e=m.Deferred(),f=this,g=this.length,h=function(){--d||e.resolveWith(f,[f])};"string"!=typeof a&&(b=a,a=void 0),a=a||"fx";while(g--)c=m._data(f[g],a+"queueHooks"),c&&c.empty&&(d++,c.empty.add(h));return h(),e.promise(b)}});var S=/[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/.source,T=["Top","Right","Bottom","Left"],U=function(a,b){return a=b||a,"none"===m.css(a,"display")||!m.contains(a.ownerDocument,a)},V=m.access=function(a,b,c,d,e,f,g){var h=0,i=a.length,j=null==c;if("object"===m.type(c)){e=!0;for(h in c)m.access(a,b,h,c[h],!0,f,g)}else if(void 0!==d&&(e=!0,m.isFunction(d)||(g=!0),j&&(g?(b.call(a,d),b=null):(j=b,b=function(a,b,c){return j.call(m(a),c)})),b))for(;i>h;h++)b(a[h],c,g?d:d.call(a[h],h,b(a[h],c)));return e?a:j?b.call(a):i?b(a[0],c):f},W=/^(?:checkbox|radio)$/i;!function(){var a=y.createElement("input"),b=y.createElement("div"),c=y.createDocumentFragment();if(b.innerHTML="  <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",k.leadingWhitespace=3===b.firstChild.nodeType,k.tbody=!b.getElementsByTagName("tbody").length,k.htmlSerialize=!!b.getElementsByTagName("link").length,k.html5Clone="<:nav></:nav>"!==y.createElement("nav").cloneNode(!0).outerHTML,a.type="checkbox",a.checked=!0,c.appendChild(a),k.appendChecked=a.checked,b.innerHTML="<textarea>x</textarea>",k.noCloneChecked=!!b.cloneNode(!0).lastChild.defaultValue,c.appendChild(b),b.innerHTML="<input type='radio' checked='checked' name='t'/>",k.checkClone=b.cloneNode(!0).cloneNode(!0).lastChild.checked,k.noCloneEvent=!0,b.attachEvent&&(b.attachEvent("onclick",function(){k.noCloneEvent=!1}),b.cloneNode(!0).click()),null==k.deleteExpando){k.deleteExpando=!0;try{delete b.test}catch(d){k.deleteExpando=!1}}}(),function(){var b,c,d=y.createElement("div");for(b in{submit:!0,change:!0,focusin:!0})c="on"+b,(k[b+"Bubbles"]=c in a)||(d.setAttribute(c,"t"),k[b+"Bubbles"]=d.attributes[c].expando===!1);d=null}();var X=/^(?:input|select|textarea)$/i,Y=/^key/,Z=/^(?:mouse|pointer|contextmenu)|click/,$=/^(?:focusinfocus|focusoutblur)$/,_=/^([^.]*)(?:\.(.+)|)$/;function aa(){return!0}function ba(){return!1}function ca(){try{return y.activeElement}catch(a){}}m.event={global:{},add:function(a,b,c,d,e){var f,g,h,i,j,k,l,n,o,p,q,r=m._data(a);if(r){c.handler&&(i=c,c=i.handler,e=i.selector),c.guid||(c.guid=m.guid++),(g=r.events)||(g=r.events={}),(k=r.handle)||(k=r.handle=function(a){return typeof m===K||a&&m.event.triggered===a.type?void 0:m.event.dispatch.apply(k.elem,arguments)},k.elem=a),b=(b||"").match(E)||[""],h=b.length;while(h--)f=_.exec(b[h])||[],o=q=f[1],p=(f[2]||"").split(".").sort(),o&&(j=m.event.special[o]||{},o=(e?j.delegateType:j.bindType)||o,j=m.event.special[o]||{},l=m.extend({type:o,origType:q,data:d,handler:c,guid:c.guid,selector:e,needsContext:e&&m.expr.match.needsContext.test(e),namespace:p.join(".")},i),(n=g[o])||(n=g[o]=[],n.delegateCount=0,j.setup&&j.setup.call(a,d,p,k)!==!1||(a.addEventListener?a.addEventListener(o,k,!1):a.attachEvent&&a.attachEvent("on"+o,k))),j.add&&(j.add.call(a,l),l.handler.guid||(l.handler.guid=c.guid)),e?n.splice(n.delegateCount++,0,l):n.push(l),m.event.global[o]=!0);a=null}},remove:function(a,b,c,d,e){var f,g,h,i,j,k,l,n,o,p,q,r=m.hasData(a)&&m._data(a);if(r&&(k=r.events)){b=(b||"").match(E)||[""],j=b.length;while(j--)if(h=_.exec(b[j])||[],o=q=h[1],p=(h[2]||"").split(".").sort(),o){l=m.event.special[o]||{},o=(d?l.delegateType:l.bindType)||o,n=k[o]||[],h=h[2]&&new RegExp("(^|\\.)"+p.join("\\.(?:.*\\.|)")+"(\\.|$)"),i=f=n.length;while(f--)g=n[f],!e&&q!==g.origType||c&&c.guid!==g.guid||h&&!h.test(g.namespace)||d&&d!==g.selector&&("**"!==d||!g.selector)||(n.splice(f,1),g.selector&&n.delegateCount--,l.remove&&l.remove.call(a,g));i&&!n.length&&(l.teardown&&l.teardown.call(a,p,r.handle)!==!1||m.removeEvent(a,o,r.handle),delete k[o])}else for(o in k)m.event.remove(a,o+b[j],c,d,!0);m.isEmptyObject(k)&&(delete r.handle,m._removeData(a,"events"))}},trigger:function(b,c,d,e){var f,g,h,i,k,l,n,o=[d||y],p=j.call(b,"type")?b.type:b,q=j.call(b,"namespace")?b.namespace.split("."):[];if(h=l=d=d||y,3!==d.nodeType&&8!==d.nodeType&&!$.test(p+m.event.triggered)&&(p.indexOf(".")>=0&&(q=p.split("."),p=q.shift(),q.sort()),g=p.indexOf(":")<0&&"on"+p,b=b[m.expando]?b:new m.Event(p,"object"==typeof b&&b),b.isTrigger=e?2:3,b.namespace=q.join("."),b.namespace_re=b.namespace?new RegExp("(^|\\.)"+q.join("\\.(?:.*\\.|)")+"(\\.|$)"):null,b.result=void 0,b.target||(b.target=d),c=null==c?[b]:m.makeArray(c,[b]),k=m.event.special[p]||{},e||!k.trigger||k.trigger.apply(d,c)!==!1)){if(!e&&!k.noBubble&&!m.isWindow(d)){for(i=k.delegateType||p,$.test(i+p)||(h=h.parentNode);h;h=h.parentNode)o.push(h),l=h;l===(d.ownerDocument||y)&&o.push(l.defaultView||l.parentWindow||a)}n=0;while((h=o[n++])&&!b.isPropagationStopped())b.type=n>1?i:k.bindType||p,f=(m._data(h,"events")||{})[b.type]&&m._data(h,"handle"),f&&f.apply(h,c),f=g&&h[g],f&&f.apply&&m.acceptData(h)&&(b.result=f.apply(h,c),b.result===!1&&b.preventDefault());if(b.type=p,!e&&!b.isDefaultPrevented()&&(!k._default||k._default.apply(o.pop(),c)===!1)&&m.acceptData(d)&&g&&d[p]&&!m.isWindow(d)){l=d[g],l&&(d[g]=null),m.event.triggered=p;try{d[p]()}catch(r){}m.event.triggered=void 0,l&&(d[g]=l)}return b.result}},dispatch:function(a){a=m.event.fix(a);var b,c,e,f,g,h=[],i=d.call(arguments),j=(m._data(this,"events")||{})[a.type]||[],k=m.event.special[a.type]||{};if(i[0]=a,a.delegateTarget=this,!k.preDispatch||k.preDispatch.call(this,a)!==!1){h=m.event.handlers.call(this,a,j),b=0;while((f=h[b++])&&!a.isPropagationStopped()){a.currentTarget=f.elem,g=0;while((e=f.handlers[g++])&&!a.isImmediatePropagationStopped())(!a.namespace_re||a.namespace_re.test(e.namespace))&&(a.handleObj=e,a.data=e.data,c=((m.event.special[e.origType]||{}).handle||e.handler).apply(f.elem,i),void 0!==c&&(a.result=c)===!1&&(a.preventDefault(),a.stopPropagation()))}return k.postDispatch&&k.postDispatch.call(this,a),a.result}},handlers:function(a,b){var c,d,e,f,g=[],h=b.delegateCount,i=a.target;if(h&&i.nodeType&&(!a.button||"click"!==a.type))for(;i!=this;i=i.parentNode||this)if(1===i.nodeType&&(i.disabled!==!0||"click"!==a.type)){for(e=[],f=0;h>f;f++)d=b[f],c=d.selector+" ",void 0===e[c]&&(e[c]=d.needsContext?m(c,this).index(i)>=0:m.find(c,this,null,[i]).length),e[c]&&e.push(d);e.length&&g.push({elem:i,handlers:e})}return h<b.length&&g.push({elem:this,handlers:b.slice(h)}),g},fix:function(a){if(a[m.expando])return a;var b,c,d,e=a.type,f=a,g=this.fixHooks[e];g||(this.fixHooks[e]=g=Z.test(e)?this.mouseHooks:Y.test(e)?this.keyHooks:{}),d=g.props?this.props.concat(g.props):this.props,a=new m.Event(f),b=d.length;while(b--)c=d[b],a[c]=f[c];return a.target||(a.target=f.srcElement||y),3===a.target.nodeType&&(a.target=a.target.parentNode),a.metaKey=!!a.metaKey,g.filter?g.filter(a,f):a},props:"altKey bubbles cancelable ctrlKey currentTarget eventPhase metaKey relatedTarget shiftKey target timeStamp view which".split(" "),fixHooks:{},keyHooks:{props:"char charCode key keyCode".split(" "),filter:function(a,b){return null==a.which&&(a.which=null!=b.charCode?b.charCode:b.keyCode),a}},mouseHooks:{props:"button buttons clientX clientY fromElement offsetX offsetY pageX pageY screenX screenY toElement".split(" "),filter:function(a,b){var c,d,e,f=b.button,g=b.fromElement;return null==a.pageX&&null!=b.clientX&&(d=a.target.ownerDocument||y,e=d.documentElement,c=d.body,a.pageX=b.clientX+(e&&e.scrollLeft||c&&c.scrollLeft||0)-(e&&e.clientLeft||c&&c.clientLeft||0),a.pageY=b.clientY+(e&&e.scrollTop||c&&c.scrollTop||0)-(e&&e.clientTop||c&&c.clientTop||0)),!a.relatedTarget&&g&&(a.relatedTarget=g===a.target?b.toElement:g),a.which||void 0===f||(a.which=1&f?1:2&f?3:4&f?2:0),a}},special:{load:{noBubble:!0},focus:{trigger:function(){if(this!==ca()&&this.focus)try{return this.focus(),!1}catch(a){}},delegateType:"focusin"},blur:{trigger:function(){return this===ca()&&this.blur?(this.blur(),!1):void 0},delegateType:"focusout"},click:{trigger:function(){return m.nodeName(this,"input")&&"checkbox"===this.type&&this.click?(this.click(),!1):void 0},_default:function(a){return m.nodeName(a.target,"a")}},beforeunload:{postDispatch:function(a){void 0!==a.result&&a.originalEvent&&(a.originalEvent.returnValue=a.result)}}},simulate:function(a,b,c,d){var e=m.extend(new m.Event,c,{type:a,isSimulated:!0,originalEvent:{}});d?m.event.trigger(e,null,b):m.event.dispatch.call(b,e),e.isDefaultPrevented()&&c.preventDefault()}},m.removeEvent=y.removeEventListener?function(a,b,c){a.removeEventListener&&a.removeEventListener(b,c,!1)}:function(a,b,c){var d="on"+b;a.detachEvent&&(typeof a[d]===K&&(a[d]=null),a.detachEvent(d,c))},m.Event=function(a,b){return this instanceof m.Event?(a&&a.type?(this.originalEvent=a,this.type=a.type,this.isDefaultPrevented=a.defaultPrevented||void 0===a.defaultPrevented&&a.returnValue===!1?aa:ba):this.type=a,b&&m.extend(this,b),this.timeStamp=a&&a.timeStamp||m.now(),void(this[m.expando]=!0)):new m.Event(a,b)},m.Event.prototype={isDefaultPrevented:ba,isPropagationStopped:ba,isImmediatePropagationStopped:ba,preventDefault:function(){var a=this.originalEvent;this.isDefaultPrevented=aa,a&&(a.preventDefault?a.preventDefault():a.returnValue=!1)},stopPropagation:function(){var a=this.originalEvent;this.isPropagationStopped=aa,a&&(a.stopPropagation&&a.stopPropagation(),a.cancelBubble=!0)},stopImmediatePropagation:function(){var a=this.originalEvent;this.isImmediatePropagationStopped=aa,a&&a.stopImmediatePropagation&&a.stopImmediatePropagation(),this.stopPropagation()}},m.each({mouseenter:"mouseover",mouseleave:"mouseout",pointerenter:"pointerover",pointerleave:"pointerout"},function(a,b){m.event.special[a]={delegateType:b,bindType:b,handle:function(a){var c,d=this,e=a.relatedTarget,f=a.handleObj;return(!e||e!==d&&!m.contains(d,e))&&(a.type=f.origType,c=f.handler.apply(this,arguments),a.type=b),c}}}),k.submitBubbles||(m.event.special.submit={setup:function(){return m.nodeName(this,"form")?!1:void m.event.add(this,"click._submit keypress._submit",function(a){var b=a.target,c=m.nodeName(b,"input")||m.nodeName(b,"button")?b.form:void 0;c&&!m._data(c,"submitBubbles")&&(m.event.add(c,"submit._submit",function(a){a._submit_bubble=!0}),m._data(c,"submitBubbles",!0))})},postDispatch:function(a){a._submit_bubble&&(delete a._submit_bubble,this.parentNode&&!a.isTrigger&&m.event.simulate("submit",this.parentNode,a,!0))},teardown:function(){return m.nodeName(this,"form")?!1:void m.event.remove(this,"._submit")}}),k.changeBubbles||(m.event.special.change={setup:function(){return X.test(this.nodeName)?(("checkbox"===this.type||"radio"===this.type)&&(m.event.add(this,"propertychange._change",function(a){"checked"===a.originalEvent.propertyName&&(this._just_changed=!0)}),m.event.add(this,"click._change",function(a){this._just_changed&&!a.isTrigger&&(this._just_changed=!1),m.event.simulate("change",this,a,!0)})),!1):void m.event.add(this,"beforeactivate._change",function(a){var b=a.target;X.test(b.nodeName)&&!m._data(b,"changeBubbles")&&(m.event.add(b,"change._change",function(a){!this.parentNode||a.isSimulated||a.isTrigger||m.event.simulate("change",this.parentNode,a,!0)}),m._data(b,"changeBubbles",!0))})},handle:function(a){var b=a.target;return this!==b||a.isSimulated||a.isTrigger||"radio"!==b.type&&"checkbox"!==b.type?a.handleObj.handler.apply(this,arguments):void 0},teardown:function(){return m.event.remove(this,"._change"),!X.test(this.nodeName)}}),k.focusinBubbles||m.each({focus:"focusin",blur:"focusout"},function(a,b){var c=function(a){m.event.simulate(b,a.target,m.event.fix(a),!0)};m.event.special[b]={setup:function(){var d=this.ownerDocument||this,e=m._data(d,b);e||d.addEventListener(a,c,!0),m._data(d,b,(e||0)+1)},teardown:function(){var d=this.ownerDocument||this,e=m._data(d,b)-1;e?m._data(d,b,e):(d.removeEventListener(a,c,!0),m._removeData(d,b))}}}),m.fn.extend({on:function(a,b,c,d,e){var f,g;if("object"==typeof a){"string"!=typeof b&&(c=c||b,b=void 0);for(f in a)this.on(f,b,c,a[f],e);return this}if(null==c&&null==d?(d=b,c=b=void 0):null==d&&("string"==typeof b?(d=c,c=void 0):(d=c,c=b,b=void 0)),d===!1)d=ba;else if(!d)return this;return 1===e&&(g=d,d=function(a){return m().off(a),g.apply(this,arguments)},d.guid=g.guid||(g.guid=m.guid++)),this.each(function(){m.event.add(this,a,d,c,b)})},one:function(a,b,c,d){return this.on(a,b,c,d,1)},off:function(a,b,c){var d,e;if(a&&a.preventDefault&&a.handleObj)return d=a.handleObj,m(a.delegateTarget).off(d.namespace?d.origType+"."+d.namespace:d.origType,d.selector,d.handler),this;if("object"==typeof a){for(e in a)this.off(e,b,a[e]);return this}return(b===!1||"function"==typeof b)&&(c=b,b=void 0),c===!1&&(c=ba),this.each(function(){m.event.remove(this,a,c,b)})},trigger:function(a,b){return this.each(function(){m.event.trigger(a,b,this)})},triggerHandler:function(a,b){var c=this[0];return c?m.event.trigger(a,b,c,!0):void 0}});function da(a){var b=ea.split("|"),c=a.createDocumentFragment();if(c.createElement)while(b.length)c.createElement(b.pop());return c}var ea="abbr|article|aside|audio|bdi|canvas|data|datalist|details|figcaption|figure|footer|header|hgroup|mark|meter|nav|output|progress|section|summary|time|video",fa=/ jQuery\d+="(?:null|\d+)"/g,ga=new RegExp("<(?:"+ea+")[\\s/>]","i"),ha=/^\s+/,ia=/<(?!area|br|col|embed|hr|img|input|link|meta|param)(([\w:]+)[^>]*)\/>/gi,ja=/<([\w:]+)/,ka=/<tbody/i,la=/<|&#?\w+;/,ma=/<(?:script|style|link)/i,na=/checked\s*(?:[^=]|=\s*.checked.)/i,oa=/^$|\/(?:java|ecma)script/i,pa=/^true\/(.*)/,qa=/^\s*<!(?:\[CDATA\[|--)|(?:\]\]|--)>\s*$/g,ra={option:[1,"<select multiple='multiple'>","</select>"],legend:[1,"<fieldset>","</fieldset>"],area:[1,"<map>","</map>"],param:[1,"<object>","</object>"],thead:[1,"<table>","</table>"],tr:[2,"<table><tbody>","</tbody></table>"],col:[2,"<table><tbody></tbody><colgroup>","</colgroup></table>"],td:[3,"<table><tbody><tr>","</tr></tbody></table>"],_default:k.htmlSerialize?[0,"",""]:[1,"X<div>","</div>"]},sa=da(y),ta=sa.appendChild(y.createElement("div"));ra.optgroup=ra.option,ra.tbody=ra.tfoot=ra.colgroup=ra.caption=ra.thead,ra.th=ra.td;function ua(a,b){var c,d,e=0,f=typeof a.getElementsByTagName!==K?a.getElementsByTagName(b||"*"):typeof a.querySelectorAll!==K?a.querySelectorAll(b||"*"):void 0;if(!f)for(f=[],c=a.childNodes||a;null!=(d=c[e]);e++)!b||m.nodeName(d,b)?f.push(d):m.merge(f,ua(d,b));return void 0===b||b&&m.nodeName(a,b)?m.merge([a],f):f}function va(a){W.test(a.type)&&(a.defaultChecked=a.checked)}function wa(a,b){return m.nodeName(a,"table")&&m.nodeName(11!==b.nodeType?b:b.firstChild,"tr")?a.getElementsByTagName("tbody")[0]||a.appendChild(a.ownerDocument.createElement("tbody")):a}function xa(a){return a.type=(null!==m.find.attr(a,"type"))+"/"+a.type,a}function ya(a){var b=pa.exec(a.type);return b?a.type=b[1]:a.removeAttribute("type"),a}function za(a,b){for(var c,d=0;null!=(c=a[d]);d++)m._data(c,"globalEval",!b||m._data(b[d],"globalEval"))}function Aa(a,b){if(1===b.nodeType&&m.hasData(a)){var c,d,e,f=m._data(a),g=m._data(b,f),h=f.events;if(h){delete g.handle,g.events={};for(c in h)for(d=0,e=h[c].length;e>d;d++)m.event.add(b,c,h[c][d])}g.data&&(g.data=m.extend({},g.data))}}function Ba(a,b){var c,d,e;if(1===b.nodeType){if(c=b.nodeName.toLowerCase(),!k.noCloneEvent&&b[m.expando]){e=m._data(b);for(d in e.events)m.removeEvent(b,d,e.handle);b.removeAttribute(m.expando)}"script"===c&&b.text!==a.text?(xa(b).text=a.text,ya(b)):"object"===c?(b.parentNode&&(b.outerHTML=a.outerHTML),k.html5Clone&&a.innerHTML&&!m.trim(b.innerHTML)&&(b.innerHTML=a.innerHTML)):"input"===c&&W.test(a.type)?(b.defaultChecked=b.checked=a.checked,b.value!==a.value&&(b.value=a.value)):"option"===c?b.defaultSelected=b.selected=a.defaultSelected:("input"===c||"textarea"===c)&&(b.defaultValue=a.defaultValue)}}m.extend({clone:function(a,b,c){var d,e,f,g,h,i=m.contains(a.ownerDocument,a);if(k.html5Clone||m.isXMLDoc(a)||!ga.test("<"+a.nodeName+">")?f=a.cloneNode(!0):(ta.innerHTML=a.outerHTML,ta.removeChild(f=ta.firstChild)),!(k.noCloneEvent&&k.noCloneChecked||1!==a.nodeType&&11!==a.nodeType||m.isXMLDoc(a)))for(d=ua(f),h=ua(a),g=0;null!=(e=h[g]);++g)d[g]&&Ba(e,d[g]);if(b)if(c)for(h=h||ua(a),d=d||ua(f),g=0;null!=(e=h[g]);g++)Aa(e,d[g]);else Aa(a,f);return d=ua(f,"script"),d.length>0&&za(d,!i&&ua(a,"script")),d=h=e=null,f},buildFragment:function(a,b,c,d){for(var e,f,g,h,i,j,l,n=a.length,o=da(b),p=[],q=0;n>q;q++)if(f=a[q],f||0===f)if("object"===m.type(f))m.merge(p,f.nodeType?[f]:f);else if(la.test(f)){h=h||o.appendChild(b.createElement("div")),i=(ja.exec(f)||["",""])[1].toLowerCase(),l=ra[i]||ra._default,h.innerHTML=l[1]+f.replace(ia,"<$1></$2>")+l[2],e=l[0];while(e--)h=h.lastChild;if(!k.leadingWhitespace&&ha.test(f)&&p.push(b.createTextNode(ha.exec(f)[0])),!k.tbody){f="table"!==i||ka.test(f)?"<table>"!==l[1]||ka.test(f)?0:h:h.firstChild,e=f&&f.childNodes.length;while(e--)m.nodeName(j=f.childNodes[e],"tbody")&&!j.childNodes.length&&f.removeChild(j)}m.merge(p,h.childNodes),h.textContent="";while(h.firstChild)h.removeChild(h.firstChild);h=o.lastChild}else p.push(b.createTextNode(f));h&&o.removeChild(h),k.appendChecked||m.grep(ua(p,"input"),va),q=0;while(f=p[q++])if((!d||-1===m.inArray(f,d))&&(g=m.contains(f.ownerDocument,f),h=ua(o.appendChild(f),"script"),g&&za(h),c)){e=0;while(f=h[e++])oa.test(f.type||"")&&c.push(f)}return h=null,o},cleanData:function(a,b){for(var d,e,f,g,h=0,i=m.expando,j=m.cache,l=k.deleteExpando,n=m.event.special;null!=(d=a[h]);h++)if((b||m.acceptData(d))&&(f=d[i],g=f&&j[f])){if(g.events)for(e in g.events)n[e]?m.event.remove(d,e):m.removeEvent(d,e,g.handle);j[f]&&(delete j[f],l?delete d[i]:typeof d.removeAttribute!==K?d.removeAttribute(i):d[i]=null,c.push(f))}}}),m.fn.extend({text:function(a){return V(this,function(a){return void 0===a?m.text(this):this.empty().append((this[0]&&this[0].ownerDocument||y).createTextNode(a))},null,a,arguments.length)},append:function(){return this.domManip(arguments,function(a){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var b=wa(this,a);b.appendChild(a)}})},prepend:function(){return this.domManip(arguments,function(a){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var b=wa(this,a);b.insertBefore(a,b.firstChild)}})},before:function(){return this.domManip(arguments,function(a){this.parentNode&&this.parentNode.insertBefore(a,this)})},after:function(){return this.domManip(arguments,function(a){this.parentNode&&this.parentNode.insertBefore(a,this.nextSibling)})},remove:function(a,b){for(var c,d=a?m.filter(a,this):this,e=0;null!=(c=d[e]);e++)b||1!==c.nodeType||m.cleanData(ua(c)),c.parentNode&&(b&&m.contains(c.ownerDocument,c)&&za(ua(c,"script")),c.parentNode.removeChild(c));return this},empty:function(){for(var a,b=0;null!=(a=this[b]);b++){1===a.nodeType&&m.cleanData(ua(a,!1));while(a.firstChild)a.removeChild(a.firstChild);a.options&&m.nodeName(a,"select")&&(a.options.length=0)}return this},clone:function(a,b){return a=null==a?!1:a,b=null==b?a:b,this.map(function(){return m.clone(this,a,b)})},html:function(a){return V(this,function(a){var b=this[0]||{},c=0,d=this.length;if(void 0===a)return 1===b.nodeType?b.innerHTML.replace(fa,""):void 0;if(!("string"!=typeof a||ma.test(a)||!k.htmlSerialize&&ga.test(a)||!k.leadingWhitespace&&ha.test(a)||ra[(ja.exec(a)||["",""])[1].toLowerCase()])){a=a.replace(ia,"<$1></$2>");try{for(;d>c;c++)b=this[c]||{},1===b.nodeType&&(m.cleanData(ua(b,!1)),b.innerHTML=a);b=0}catch(e){}}b&&this.empty().append(a)},null,a,arguments.length)},replaceWith:function(){var a=arguments[0];return this.domManip(arguments,function(b){a=this.parentNode,m.cleanData(ua(this)),a&&a.replaceChild(b,this)}),a&&(a.length||a.nodeType)?this:this.remove()},detach:function(a){return this.remove(a,!0)},domManip:function(a,b){a=e.apply([],a);var c,d,f,g,h,i,j=0,l=this.length,n=this,o=l-1,p=a[0],q=m.isFunction(p);if(q||l>1&&"string"==typeof p&&!k.checkClone&&na.test(p))return this.each(function(c){var d=n.eq(c);q&&(a[0]=p.call(this,c,d.html())),d.domManip(a,b)});if(l&&(i=m.buildFragment(a,this[0].ownerDocument,!1,this),c=i.firstChild,1===i.childNodes.length&&(i=c),c)){for(g=m.map(ua(i,"script"),xa),f=g.length;l>j;j++)d=i,j!==o&&(d=m.clone(d,!0,!0),f&&m.merge(g,ua(d,"script"))),b.call(this[j],d,j);if(f)for(h=g[g.length-1].ownerDocument,m.map(g,ya),j=0;f>j;j++)d=g[j],oa.test(d.type||"")&&!m._data(d,"globalEval")&&m.contains(h,d)&&(d.src?m._evalUrl&&m._evalUrl(d.src):m.globalEval((d.text||d.textContent||d.innerHTML||"").replace(qa,"")));i=c=null}return this}}),m.each({appendTo:"append",prependTo:"prepend",insertBefore:"before",insertAfter:"after",replaceAll:"replaceWith"},function(a,b){m.fn[a]=function(a){for(var c,d=0,e=[],g=m(a),h=g.length-1;h>=d;d++)c=d===h?this:this.clone(!0),m(g[d])[b](c),f.apply(e,c.get());return this.pushStack(e)}});var Ca,Da={};function Ea(b,c){var d,e=m(c.createElement(b)).appendTo(c.body),f=a.getDefaultComputedStyle&&(d=a.getDefaultComputedStyle(e[0]))?d.display:m.css(e[0],"display");return e.detach(),f}function Fa(a){var b=y,c=Da[a];return c||(c=Ea(a,b),"none"!==c&&c||(Ca=(Ca||m("<iframe frameborder='0' width='0' height='0'/>")).appendTo(b.documentElement),b=(Ca[0].contentWindow||Ca[0].contentDocument).document,b.write(),b.close(),c=Ea(a,b),Ca.detach()),Da[a]=c),c}!function(){var a;k.shrinkWrapBlocks=function(){if(null!=a)return a;a=!1;var b,c,d;return c=y.getElementsByTagName("body")[0],c&&c.style?(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),typeof b.style.zoom!==K&&(b.style.cssText="-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;display:block;margin:0;border:0;padding:1px;width:1px;zoom:1",b.appendChild(y.createElement("div")).style.width="5px",a=3!==b.offsetWidth),c.removeChild(d),a):void 0}}();var Ga=/^margin/,Ha=new RegExp("^("+S+")(?!px)[a-z%]+$","i"),Ia,Ja,Ka=/^(top|right|bottom|left)$/;a.getComputedStyle?(Ia=function(b){return b.ownerDocument.defaultView.opener?b.ownerDocument.defaultView.getComputedStyle(b,null):a.getComputedStyle(b,null)},Ja=function(a,b,c){var d,e,f,g,h=a.style;return c=c||Ia(a),g=c?c.getPropertyValue(b)||c[b]:void 0,c&&(""!==g||m.contains(a.ownerDocument,a)||(g=m.style(a,b)),Ha.test(g)&&Ga.test(b)&&(d=h.width,e=h.minWidth,f=h.maxWidth,h.minWidth=h.maxWidth=h.width=g,g=c.width,h.width=d,h.minWidth=e,h.maxWidth=f)),void 0===g?g:g+""}):y.documentElement.currentStyle&&(Ia=function(a){return a.currentStyle},Ja=function(a,b,c){var d,e,f,g,h=a.style;return c=c||Ia(a),g=c?c[b]:void 0,null==g&&h&&h[b]&&(g=h[b]),Ha.test(g)&&!Ka.test(b)&&(d=h.left,e=a.runtimeStyle,f=e&&e.left,f&&(e.left=a.currentStyle.left),h.left="fontSize"===b?"1em":g,g=h.pixelLeft+"px",h.left=d,f&&(e.left=f)),void 0===g?g:g+""||"auto"});function La(a,b){return{get:function(){var c=a();if(null!=c)return c?void delete this.get:(this.get=b).apply(this,arguments)}}}!function(){var b,c,d,e,f,g,h;if(b=y.createElement("div"),b.innerHTML="  <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",d=b.getElementsByTagName("a")[0],c=d&&d.style){c.cssText="float:left;opacity:.5",k.opacity="0.5"===c.opacity,k.cssFloat=!!c.cssFloat,b.style.backgroundClip="content-box",b.cloneNode(!0).style.backgroundClip="",k.clearCloneStyle="content-box"===b.style.backgroundClip,k.boxSizing=""===c.boxSizing||""===c.MozBoxSizing||""===c.WebkitBoxSizing,m.extend(k,{reliableHiddenOffsets:function(){return null==g&&i(),g},boxSizingReliable:function(){return null==f&&i(),f},pixelPosition:function(){return null==e&&i(),e},reliableMarginRight:function(){return null==h&&i(),h}});function i(){var b,c,d,i;c=y.getElementsByTagName("body")[0],c&&c.style&&(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),b.style.cssText="-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box;display:block;margin-top:1%;top:1%;border:1px;padding:1px;width:4px;position:absolute",e=f=!1,h=!0,a.getComputedStyle&&(e="1%"!==(a.getComputedStyle(b,null)||{}).top,f="4px"===(a.getComputedStyle(b,null)||{width:"4px"}).width,i=b.appendChild(y.createElement("div")),i.style.cssText=b.style.cssText="-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;display:block;margin:0;border:0;padding:0",i.style.marginRight=i.style.width="0",b.style.width="1px",h=!parseFloat((a.getComputedStyle(i,null)||{}).marginRight),b.removeChild(i)),b.innerHTML="<table><tr><td></td><td>t</td></tr></table>",i=b.getElementsByTagName("td"),i[0].style.cssText="margin:0;border:0;padding:0;display:none",g=0===i[0].offsetHeight,g&&(i[0].style.display="",i[1].style.display="none",g=0===i[0].offsetHeight),c.removeChild(d))}}}(),m.swap=function(a,b,c,d){var e,f,g={};for(f in b)g[f]=a.style[f],a.style[f]=b[f];e=c.apply(a,d||[]);for(f in b)a.style[f]=g[f];return e};var Ma=/alpha\([^)]*\)/i,Na=/opacity\s*=\s*([^)]*)/,Oa=/^(none|table(?!-c[ea]).+)/,Pa=new RegExp("^("+S+")(.*)$","i"),Qa=new RegExp("^([+-])=("+S+")","i"),Ra={position:"absolute",visibility:"hidden",display:"block"},Sa={letterSpacing:"0",fontWeight:"400"},Ta=["Webkit","O","Moz","ms"];function Ua(a,b){if(b in a)return b;var c=b.charAt(0).toUpperCase()+b.slice(1),d=b,e=Ta.length;while(e--)if(b=Ta[e]+c,b in a)return b;return d}function Va(a,b){for(var c,d,e,f=[],g=0,h=a.length;h>g;g++)d=a[g],d.style&&(f[g]=m._data(d,"olddisplay"),c=d.style.display,b?(f[g]||"none"!==c||(d.style.display=""),""===d.style.display&&U(d)&&(f[g]=m._data(d,"olddisplay",Fa(d.nodeName)))):(e=U(d),(c&&"none"!==c||!e)&&m._data(d,"olddisplay",e?c:m.css(d,"display"))));for(g=0;h>g;g++)d=a[g],d.style&&(b&&"none"!==d.style.display&&""!==d.style.display||(d.style.display=b?f[g]||"":"none"));return a}function Wa(a,b,c){var d=Pa.exec(b);return d?Math.max(0,d[1]-(c||0))+(d[2]||"px"):b}function Xa(a,b,c,d,e){for(var f=c===(d?"border":"content")?4:"width"===b?1:0,g=0;4>f;f+=2)"margin"===c&&(g+=m.css(a,c+T[f],!0,e)),d?("content"===c&&(g-=m.css(a,"padding"+T[f],!0,e)),"margin"!==c&&(g-=m.css(a,"border"+T[f]+"Width",!0,e))):(g+=m.css(a,"padding"+T[f],!0,e),"padding"!==c&&(g+=m.css(a,"border"+T[f]+"Width",!0,e)));return g}function Ya(a,b,c){var d=!0,e="width"===b?a.offsetWidth:a.offsetHeight,f=Ia(a),g=k.boxSizing&&"border-box"===m.css(a,"boxSizing",!1,f);if(0>=e||null==e){if(e=Ja(a,b,f),(0>e||null==e)&&(e=a.style[b]),Ha.test(e))return e;d=g&&(k.boxSizingReliable()||e===a.style[b]),e=parseFloat(e)||0}return e+Xa(a,b,c||(g?"border":"content"),d,f)+"px"}m.extend({cssHooks:{opacity:{get:function(a,b){if(b){var c=Ja(a,"opacity");return""===c?"1":c}}}},cssNumber:{columnCount:!0,fillOpacity:!0,flexGrow:!0,flexShrink:!0,fontWeight:!0,lineHeight:!0,opacity:!0,order:!0,orphans:!0,widows:!0,zIndex:!0,zoom:!0},cssProps:{"float":k.cssFloat?"cssFloat":"styleFloat"},style:function(a,b,c,d){if(a&&3!==a.nodeType&&8!==a.nodeType&&a.style){var e,f,g,h=m.camelCase(b),i=a.style;if(b=m.cssProps[h]||(m.cssProps[h]=Ua(i,h)),g=m.cssHooks[b]||m.cssHooks[h],void 0===c)return g&&"get"in g&&void 0!==(e=g.get(a,!1,d))?e:i[b];if(f=typeof c,"string"===f&&(e=Qa.exec(c))&&(c=(e[1]+1)*e[2]+parseFloat(m.css(a,b)),f="number"),null!=c&&c===c&&("number"!==f||m.cssNumber[h]||(c+="px"),k.clearCloneStyle||""!==c||0!==b.indexOf("background")||(i[b]="inherit"),!(g&&"set"in g&&void 0===(c=g.set(a,c,d)))))try{i[b]=c}catch(j){}}},css:function(a,b,c,d){var e,f,g,h=m.camelCase(b);return b=m.cssProps[h]||(m.cssProps[h]=Ua(a.style,h)),g=m.cssHooks[b]||m.cssHooks[h],g&&"get"in g&&(f=g.get(a,!0,c)),void 0===f&&(f=Ja(a,b,d)),"normal"===f&&b in Sa&&(f=Sa[b]),""===c||c?(e=parseFloat(f),c===!0||m.isNumeric(e)?e||0:f):f}}),m.each(["height","width"],function(a,b){m.cssHooks[b]={get:function(a,c,d){return c?Oa.test(m.css(a,"display"))&&0===a.offsetWidth?m.swap(a,Ra,function(){return Ya(a,b,d)}):Ya(a,b,d):void 0},set:function(a,c,d){var e=d&&Ia(a);return Wa(a,c,d?Xa(a,b,d,k.boxSizing&&"border-box"===m.css(a,"boxSizing",!1,e),e):0)}}}),k.opacity||(m.cssHooks.opacity={get:function(a,b){return Na.test((b&&a.currentStyle?a.currentStyle.filter:a.style.filter)||"")?.01*parseFloat(RegExp.$1)+"":b?"1":""},set:function(a,b){var c=a.style,d=a.currentStyle,e=m.isNumeric(b)?"alpha(opacity="+100*b+")":"",f=d&&d.filter||c.filter||"";c.zoom=1,(b>=1||""===b)&&""===m.trim(f.replace(Ma,""))&&c.removeAttribute&&(c.removeAttribute("filter"),""===b||d&&!d.filter)||(c.filter=Ma.test(f)?f.replace(Ma,e):f+" "+e)}}),m.cssHooks.marginRight=La(k.reliableMarginRight,function(a,b){return b?m.swap(a,{display:"inline-block"},Ja,[a,"marginRight"]):void 0}),m.each({margin:"",padding:"",border:"Width"},function(a,b){m.cssHooks[a+b]={expand:function(c){for(var d=0,e={},f="string"==typeof c?c.split(" "):[c];4>d;d++)e[a+T[d]+b]=f[d]||f[d-2]||f[0];return e}},Ga.test(a)||(m.cssHooks[a+b].set=Wa)}),m.fn.extend({css:function(a,b){return V(this,function(a,b,c){var d,e,f={},g=0;if(m.isArray(b)){for(d=Ia(a),e=b.length;e>g;g++)f[b[g]]=m.css(a,b[g],!1,d);return f}return void 0!==c?m.style(a,b,c):m.css(a,b)},a,b,arguments.length>1)},show:function(){return Va(this,!0)},hide:function(){return Va(this)},toggle:function(a){return"boolean"==typeof a?a?this.show():this.hide():this.each(function(){U(this)?m(this).show():m(this).hide()})}});function Za(a,b,c,d,e){
+return new Za.prototype.init(a,b,c,d,e)}m.Tween=Za,Za.prototype={constructor:Za,init:function(a,b,c,d,e,f){this.elem=a,this.prop=c,this.easing=e||"swing",this.options=b,this.start=this.now=this.cur(),this.end=d,this.unit=f||(m.cssNumber[c]?"":"px")},cur:function(){var a=Za.propHooks[this.prop];return a&&a.get?a.get(this):Za.propHooks._default.get(this)},run:function(a){var b,c=Za.propHooks[this.prop];return this.options.duration?this.pos=b=m.easing[this.easing](a,this.options.duration*a,0,1,this.options.duration):this.pos=b=a,this.now=(this.end-this.start)*b+this.start,this.options.step&&this.options.step.call(this.elem,this.now,this),c&&c.set?c.set(this):Za.propHooks._default.set(this),this}},Za.prototype.init.prototype=Za.prototype,Za.propHooks={_default:{get:function(a){var b;return null==a.elem[a.prop]||a.elem.style&&null!=a.elem.style[a.prop]?(b=m.css(a.elem,a.prop,""),b&&"auto"!==b?b:0):a.elem[a.prop]},set:function(a){m.fx.step[a.prop]?m.fx.step[a.prop](a):a.elem.style&&(null!=a.elem.style[m.cssProps[a.prop]]||m.cssHooks[a.prop])?m.style(a.elem,a.prop,a.now+a.unit):a.elem[a.prop]=a.now}}},Za.propHooks.scrollTop=Za.propHooks.scrollLeft={set:function(a){a.elem.nodeType&&a.elem.parentNode&&(a.elem[a.prop]=a.now)}},m.easing={linear:function(a){return a},swing:function(a){return.5-Math.cos(a*Math.PI)/2}},m.fx=Za.prototype.init,m.fx.step={};var $a,_a,ab=/^(?:toggle|show|hide)$/,bb=new RegExp("^(?:([+-])=|)("+S+")([a-z%]*)$","i"),cb=/queueHooks$/,db=[ib],eb={"*":[function(a,b){var c=this.createTween(a,b),d=c.cur(),e=bb.exec(b),f=e&&e[3]||(m.cssNumber[a]?"":"px"),g=(m.cssNumber[a]||"px"!==f&&+d)&&bb.exec(m.css(c.elem,a)),h=1,i=20;if(g&&g[3]!==f){f=f||g[3],e=e||[],g=+d||1;do h=h||".5",g/=h,m.style(c.elem,a,g+f);while(h!==(h=c.cur()/d)&&1!==h&&--i)}return e&&(g=c.start=+g||+d||0,c.unit=f,c.end=e[1]?g+(e[1]+1)*e[2]:+e[2]),c}]};function fb(){return setTimeout(function(){$a=void 0}),$a=m.now()}function gb(a,b){var c,d={height:a},e=0;for(b=b?1:0;4>e;e+=2-b)c=T[e],d["margin"+c]=d["padding"+c]=a;return b&&(d.opacity=d.width=a),d}function hb(a,b,c){for(var d,e=(eb[b]||[]).concat(eb["*"]),f=0,g=e.length;g>f;f++)if(d=e[f].call(c,b,a))return d}function ib(a,b,c){var d,e,f,g,h,i,j,l,n=this,o={},p=a.style,q=a.nodeType&&U(a),r=m._data(a,"fxshow");c.queue||(h=m._queueHooks(a,"fx"),null==h.unqueued&&(h.unqueued=0,i=h.empty.fire,h.empty.fire=function(){h.unqueued||i()}),h.unqueued++,n.always(function(){n.always(function(){h.unqueued--,m.queue(a,"fx").length||h.empty.fire()})})),1===a.nodeType&&("height"in b||"width"in b)&&(c.overflow=[p.overflow,p.overflowX,p.overflowY],j=m.css(a,"display"),l="none"===j?m._data(a,"olddisplay")||Fa(a.nodeName):j,"inline"===l&&"none"===m.css(a,"float")&&(k.inlineBlockNeedsLayout&&"inline"!==Fa(a.nodeName)?p.zoom=1:p.display="inline-block")),c.overflow&&(p.overflow="hidden",k.shrinkWrapBlocks()||n.always(function(){p.overflow=c.overflow[0],p.overflowX=c.overflow[1],p.overflowY=c.overflow[2]}));for(d in b)if(e=b[d],ab.exec(e)){if(delete b[d],f=f||"toggle"===e,e===(q?"hide":"show")){if("show"!==e||!r||void 0===r[d])continue;q=!0}o[d]=r&&r[d]||m.style(a,d)}else j=void 0;if(m.isEmptyObject(o))"inline"===("none"===j?Fa(a.nodeName):j)&&(p.display=j);else{r?"hidden"in r&&(q=r.hidden):r=m._data(a,"fxshow",{}),f&&(r.hidden=!q),q?m(a).show():n.done(function(){m(a).hide()}),n.done(function(){var b;m._removeData(a,"fxshow");for(b in o)m.style(a,b,o[b])});for(d in o)g=hb(q?r[d]:0,d,n),d in r||(r[d]=g.start,q&&(g.end=g.start,g.start="width"===d||"height"===d?1:0))}}function jb(a,b){var c,d,e,f,g;for(c in a)if(d=m.camelCase(c),e=b[d],f=a[c],m.isArray(f)&&(e=f[1],f=a[c]=f[0]),c!==d&&(a[d]=f,delete a[c]),g=m.cssHooks[d],g&&"expand"in g){f=g.expand(f),delete a[d];for(c in f)c in a||(a[c]=f[c],b[c]=e)}else b[d]=e}function kb(a,b,c){var d,e,f=0,g=db.length,h=m.Deferred().always(function(){delete i.elem}),i=function(){if(e)return!1;for(var b=$a||fb(),c=Math.max(0,j.startTime+j.duration-b),d=c/j.duration||0,f=1-d,g=0,i=j.tweens.length;i>g;g++)j.tweens[g].run(f);return h.notifyWith(a,[j,f,c]),1>f&&i?c:(h.resolveWith(a,[j]),!1)},j=h.promise({elem:a,props:m.extend({},b),opts:m.extend(!0,{specialEasing:{}},c),originalProperties:b,originalOptions:c,startTime:$a||fb(),duration:c.duration,tweens:[],createTween:function(b,c){var d=m.Tween(a,j.opts,b,c,j.opts.specialEasing[b]||j.opts.easing);return j.tweens.push(d),d},stop:function(b){var c=0,d=b?j.tweens.length:0;if(e)return this;for(e=!0;d>c;c++)j.tweens[c].run(1);return b?h.resolveWith(a,[j,b]):h.rejectWith(a,[j,b]),this}}),k=j.props;for(jb(k,j.opts.specialEasing);g>f;f++)if(d=db[f].call(j,a,k,j.opts))return d;return m.map(k,hb,j),m.isFunction(j.opts.start)&&j.opts.start.call(a,j),m.fx.timer(m.extend(i,{elem:a,anim:j,queue:j.opts.queue})),j.progress(j.opts.progress).done(j.opts.done,j.opts.complete).fail(j.opts.fail).always(j.opts.always)}m.Animation=m.extend(kb,{tweener:function(a,b){m.isFunction(a)?(b=a,a=["*"]):a=a.split(" ");for(var c,d=0,e=a.length;e>d;d++)c=a[d],eb[c]=eb[c]||[],eb[c].unshift(b)},prefilter:function(a,b){b?db.unshift(a):db.push(a)}}),m.speed=function(a,b,c){var d=a&&"object"==typeof a?m.extend({},a):{complete:c||!c&&b||m.isFunction(a)&&a,duration:a,easing:c&&b||b&&!m.isFunction(b)&&b};return d.duration=m.fx.off?0:"number"==typeof d.duration?d.duration:d.duration in m.fx.speeds?m.fx.speeds[d.duration]:m.fx.speeds._default,(null==d.queue||d.queue===!0)&&(d.queue="fx"),d.old=d.complete,d.complete=function(){m.isFunction(d.old)&&d.old.call(this),d.queue&&m.dequeue(this,d.queue)},d},m.fn.extend({fadeTo:function(a,b,c,d){return this.filter(U).css("opacity",0).show().end().animate({opacity:b},a,c,d)},animate:function(a,b,c,d){var e=m.isEmptyObject(a),f=m.speed(b,c,d),g=function(){var b=kb(this,m.extend({},a),f);(e||m._data(this,"finish"))&&b.stop(!0)};return g.finish=g,e||f.queue===!1?this.each(g):this.queue(f.queue,g)},stop:function(a,b,c){var d=function(a){var b=a.stop;delete a.stop,b(c)};return"string"!=typeof a&&(c=b,b=a,a=void 0),b&&a!==!1&&this.queue(a||"fx",[]),this.each(function(){var b=!0,e=null!=a&&a+"queueHooks",f=m.timers,g=m._data(this);if(e)g[e]&&g[e].stop&&d(g[e]);else for(e in g)g[e]&&g[e].stop&&cb.test(e)&&d(g[e]);for(e=f.length;e--;)f[e].elem!==this||null!=a&&f[e].queue!==a||(f[e].anim.stop(c),b=!1,f.splice(e,1));(b||!c)&&m.dequeue(this,a)})},finish:function(a){return a!==!1&&(a=a||"fx"),this.each(function(){var b,c=m._data(this),d=c[a+"queue"],e=c[a+"queueHooks"],f=m.timers,g=d?d.length:0;for(c.finish=!0,m.queue(this,a,[]),e&&e.stop&&e.stop.call(this,!0),b=f.length;b--;)f[b].elem===this&&f[b].queue===a&&(f[b].anim.stop(!0),f.splice(b,1));for(b=0;g>b;b++)d[b]&&d[b].finish&&d[b].finish.call(this);delete c.finish})}}),m.each(["toggle","show","hide"],function(a,b){var c=m.fn[b];m.fn[b]=function(a,d,e){return null==a||"boolean"==typeof a?c.apply(this,arguments):this.animate(gb(b,!0),a,d,e)}}),m.each({slideDown:gb("show"),slideUp:gb("hide"),slideToggle:gb("toggle"),fadeIn:{opacity:"show"},fadeOut:{opacity:"hide"},fadeToggle:{opacity:"toggle"}},function(a,b){m.fn[a]=function(a,c,d){return this.animate(b,a,c,d)}}),m.timers=[],m.fx.tick=function(){var a,b=m.timers,c=0;for($a=m.now();c<b.length;c++)a=b[c],a()||b[c]!==a||b.splice(c--,1);b.length||m.fx.stop(),$a=void 0},m.fx.timer=function(a){m.timers.push(a),a()?m.fx.start():m.timers.pop()},m.fx.interval=13,m.fx.start=function(){_a||(_a=setInterval(m.fx.tick,m.fx.interval))},m.fx.stop=function(){clearInterval(_a),_a=null},m.fx.speeds={slow:600,fast:200,_default:400},m.fn.delay=function(a,b){return a=m.fx?m.fx.speeds[a]||a:a,b=b||"fx",this.queue(b,function(b,c){var d=setTimeout(b,a);c.stop=function(){clearTimeout(d)}})},function(){var a,b,c,d,e;b=y.createElement("div"),b.setAttribute("className","t"),b.innerHTML="  <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",d=b.getElementsByTagName("a")[0],c=y.createElement("select"),e=c.appendChild(y.createElement("option")),a=b.getElementsByTagName("input")[0],d.style.cssText="top:1px",k.getSetAttribute="t"!==b.className,k.style=/top/.test(d.getAttribute("style")),k.hrefNormalized="/a"===d.getAttribute("href"),k.checkOn=!!a.value,k.optSelected=e.selected,k.enctype=!!y.createElement("form").enctype,c.disabled=!0,k.optDisabled=!e.disabled,a=y.createElement("input"),a.setAttribute("value",""),k.input=""===a.getAttribute("value"),a.value="t",a.setAttribute("type","radio"),k.radioValue="t"===a.value}();var lb=/\r/g;m.fn.extend({val:function(a){var b,c,d,e=this[0];{if(arguments.length)return d=m.isFunction(a),this.each(function(c){var e;1===this.nodeType&&(e=d?a.call(this,c,m(this).val()):a,null==e?e="":"number"==typeof e?e+="":m.isArray(e)&&(e=m.map(e,function(a){return null==a?"":a+""})),b=m.valHooks[this.type]||m.valHooks[this.nodeName.toLowerCase()],b&&"set"in b&&void 0!==b.set(this,e,"value")||(this.value=e))});if(e)return b=m.valHooks[e.type]||m.valHooks[e.nodeName.toLowerCase()],b&&"get"in b&&void 0!==(c=b.get(e,"value"))?c:(c=e.value,"string"==typeof c?c.replace(lb,""):null==c?"":c)}}}),m.extend({valHooks:{option:{get:function(a){var b=m.find.attr(a,"value");return null!=b?b:m.trim(m.text(a))}},select:{get:function(a){for(var b,c,d=a.options,e=a.selectedIndex,f="select-one"===a.type||0>e,g=f?null:[],h=f?e+1:d.length,i=0>e?h:f?e:0;h>i;i++)if(c=d[i],!(!c.selected&&i!==e||(k.optDisabled?c.disabled:null!==c.getAttribute("disabled"))||c.parentNode.disabled&&m.nodeName(c.parentNode,"optgroup"))){if(b=m(c).val(),f)return b;g.push(b)}return g},set:function(a,b){var c,d,e=a.options,f=m.makeArray(b),g=e.length;while(g--)if(d=e[g],m.inArray(m.valHooks.option.get(d),f)>=0)try{d.selected=c=!0}catch(h){d.scrollHeight}else d.selected=!1;return c||(a.selectedIndex=-1),e}}}}),m.each(["radio","checkbox"],function(){m.valHooks[this]={set:function(a,b){return m.isArray(b)?a.checked=m.inArray(m(a).val(),b)>=0:void 0}},k.checkOn||(m.valHooks[this].get=function(a){return null===a.getAttribute("value")?"on":a.value})});var mb,nb,ob=m.expr.attrHandle,pb=/^(?:checked|selected)$/i,qb=k.getSetAttribute,rb=k.input;m.fn.extend({attr:function(a,b){return V(this,m.attr,a,b,arguments.length>1)},removeAttr:function(a){return this.each(function(){m.removeAttr(this,a)})}}),m.extend({attr:function(a,b,c){var d,e,f=a.nodeType;if(a&&3!==f&&8!==f&&2!==f)return typeof a.getAttribute===K?m.prop(a,b,c):(1===f&&m.isXMLDoc(a)||(b=b.toLowerCase(),d=m.attrHooks[b]||(m.expr.match.bool.test(b)?nb:mb)),void 0===c?d&&"get"in d&&null!==(e=d.get(a,b))?e:(e=m.find.attr(a,b),null==e?void 0:e):null!==c?d&&"set"in d&&void 0!==(e=d.set(a,c,b))?e:(a.setAttribute(b,c+""),c):void m.removeAttr(a,b))},removeAttr:function(a,b){var c,d,e=0,f=b&&b.match(E);if(f&&1===a.nodeType)while(c=f[e++])d=m.propFix[c]||c,m.expr.match.bool.test(c)?rb&&qb||!pb.test(c)?a[d]=!1:a[m.camelCase("default-"+c)]=a[d]=!1:m.attr(a,c,""),a.removeAttribute(qb?c:d)},attrHooks:{type:{set:function(a,b){if(!k.radioValue&&"radio"===b&&m.nodeName(a,"input")){var c=a.value;return a.setAttribute("type",b),c&&(a.value=c),b}}}}}),nb={set:function(a,b,c){return b===!1?m.removeAttr(a,c):rb&&qb||!pb.test(c)?a.setAttribute(!qb&&m.propFix[c]||c,c):a[m.camelCase("default-"+c)]=a[c]=!0,c}},m.each(m.expr.match.bool.source.match(/\w+/g),function(a,b){var c=ob[b]||m.find.attr;ob[b]=rb&&qb||!pb.test(b)?function(a,b,d){var e,f;return d||(f=ob[b],ob[b]=e,e=null!=c(a,b,d)?b.toLowerCase():null,ob[b]=f),e}:function(a,b,c){return c?void 0:a[m.camelCase("default-"+b)]?b.toLowerCase():null}}),rb&&qb||(m.attrHooks.value={set:function(a,b,c){return m.nodeName(a,"input")?void(a.defaultValue=b):mb&&mb.set(a,b,c)}}),qb||(mb={set:function(a,b,c){var d=a.getAttributeNode(c);return d||a.setAttributeNode(d=a.ownerDocument.createAttribute(c)),d.value=b+="","value"===c||b===a.getAttribute(c)?b:void 0}},ob.id=ob.name=ob.coords=function(a,b,c){var d;return c?void 0:(d=a.getAttributeNode(b))&&""!==d.value?d.value:null},m.valHooks.button={get:function(a,b){var c=a.getAttributeNode(b);return c&&c.specified?c.value:void 0},set:mb.set},m.attrHooks.contenteditable={set:function(a,b,c){mb.set(a,""===b?!1:b,c)}},m.each(["width","height"],function(a,b){m.attrHooks[b]={set:function(a,c){return""===c?(a.setAttribute(b,"auto"),c):void 0}}})),k.style||(m.attrHooks.style={get:function(a){return a.style.cssText||void 0},set:function(a,b){return a.style.cssText=b+""}});var sb=/^(?:input|select|textarea|button|object)$/i,tb=/^(?:a|area)$/i;m.fn.extend({prop:function(a,b){return V(this,m.prop,a,b,arguments.length>1)},removeProp:function(a){return a=m.propFix[a]||a,this.each(function(){try{this[a]=void 0,delete this[a]}catch(b){}})}}),m.extend({propFix:{"for":"htmlFor","class":"className"},prop:function(a,b,c){var d,e,f,g=a.nodeType;if(a&&3!==g&&8!==g&&2!==g)return f=1!==g||!m.isXMLDoc(a),f&&(b=m.propFix[b]||b,e=m.propHooks[b]),void 0!==c?e&&"set"in e&&void 0!==(d=e.set(a,c,b))?d:a[b]=c:e&&"get"in e&&null!==(d=e.get(a,b))?d:a[b]},propHooks:{tabIndex:{get:function(a){var b=m.find.attr(a,"tabindex");return b?parseInt(b,10):sb.test(a.nodeName)||tb.test(a.nodeName)&&a.href?0:-1}}}}),k.hrefNormalized||m.each(["href","src"],function(a,b){m.propHooks[b]={get:function(a){return a.getAttribute(b,4)}}}),k.optSelected||(m.propHooks.selected={get:function(a){var b=a.parentNode;return b&&(b.selectedIndex,b.parentNode&&b.parentNode.selectedIndex),null}}),m.each(["tabIndex","readOnly","maxLength","cellSpacing","cellPadding","rowSpan","colSpan","useMap","frameBorder","contentEditable"],function(){m.propFix[this.toLowerCase()]=this}),k.enctype||(m.propFix.enctype="encoding");var ub=/[\t\r\n\f]/g;m.fn.extend({addClass:function(a){var b,c,d,e,f,g,h=0,i=this.length,j="string"==typeof a&&a;if(m.isFunction(a))return this.each(function(b){m(this).addClass(a.call(this,b,this.className))});if(j)for(b=(a||"").match(E)||[];i>h;h++)if(c=this[h],d=1===c.nodeType&&(c.className?(" "+c.className+" ").replace(ub," "):" ")){f=0;while(e=b[f++])d.indexOf(" "+e+" ")<0&&(d+=e+" ");g=m.trim(d),c.className!==g&&(c.className=g)}return this},removeClass:function(a){var b,c,d,e,f,g,h=0,i=this.length,j=0===arguments.length||"string"==typeof a&&a;if(m.isFunction(a))return this.each(function(b){m(this).removeClass(a.call(this,b,this.className))});if(j)for(b=(a||"").match(E)||[];i>h;h++)if(c=this[h],d=1===c.nodeType&&(c.className?(" "+c.className+" ").replace(ub," "):"")){f=0;while(e=b[f++])while(d.indexOf(" "+e+" ")>=0)d=d.replace(" "+e+" "," ");g=a?m.trim(d):"",c.className!==g&&(c.className=g)}return this},toggleClass:function(a,b){var c=typeof a;return"boolean"==typeof b&&"string"===c?b?this.addClass(a):this.removeClass(a):this.each(m.isFunction(a)?function(c){m(this).toggleClass(a.call(this,c,this.className,b),b)}:function(){if("string"===c){var b,d=0,e=m(this),f=a.match(E)||[];while(b=f[d++])e.hasClass(b)?e.removeClass(b):e.addClass(b)}else(c===K||"boolean"===c)&&(this.className&&m._data(this,"__className__",this.className),this.className=this.className||a===!1?"":m._data(this,"__className__")||"")})},hasClass:function(a){for(var b=" "+a+" ",c=0,d=this.length;d>c;c++)if(1===this[c].nodeType&&(" "+this[c].className+" ").replace(ub," ").indexOf(b)>=0)return!0;return!1}}),m.each("blur focus focusin focusout load resize scroll unload click dblclick mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave change select submit keydown keypress keyup error contextmenu".split(" "),function(a,b){m.fn[b]=function(a,c){return arguments.length>0?this.on(b,null,a,c):this.trigger(b)}}),m.fn.extend({hover:function(a,b){return this.mouseenter(a).mouseleave(b||a)},bind:function(a,b,c){return this.on(a,null,b,c)},unbind:function(a,b){return this.off(a,null,b)},delegate:function(a,b,c,d){return this.on(b,a,c,d)},undelegate:function(a,b,c){return 1===arguments.length?this.off(a,"**"):this.off(b,a||"**",c)}});var vb=m.now(),wb=/\?/,xb=/(,)|(\[|{)|(}|])|"(?:[^"\\\r\n]|\\["\\\/bfnrt]|\\u[\da-fA-F]{4})*"\s*:?|true|false|null|-?(?!0\d)\d+(?:\.\d+|)(?:[eE][+-]?\d+|)/g;m.parseJSON=function(b){if(a.JSON&&a.JSON.parse)return a.JSON.parse(b+"");var c,d=null,e=m.trim(b+"");return e&&!m.trim(e.replace(xb,function(a,b,e,f){return c&&b&&(d=0),0===d?a:(c=e||b,d+=!f-!e,"")}))?Function("return "+e)():m.error("Invalid JSON: "+b)},m.parseXML=function(b){var c,d;if(!b||"string"!=typeof b)return null;try{a.DOMParser?(d=new DOMParser,c=d.parseFromString(b,"text/xml")):(c=new ActiveXObject("Microsoft.XMLDOM"),c.async="false",c.loadXML(b))}catch(e){c=void 0}return c&&c.documentElement&&!c.getElementsByTagName("parsererror").length||m.error("Invalid XML: "+b),c};var yb,zb,Ab=/#.*$/,Bb=/([?&])_=[^&]*/,Cb=/^(.*?):[ \t]*([^\r\n]*)\r?$/gm,Db=/^(?:about|app|app-storage|.+-extension|file|res|widget):$/,Eb=/^(?:GET|HEAD)$/,Fb=/^\/\//,Gb=/^([\w.+-]+:)(?:\/\/(?:[^\/?#]*@|)([^\/?#:]*)(?::(\d+)|)|)/,Hb={},Ib={},Jb="*/".concat("*");try{zb=location.href}catch(Kb){zb=y.createElement("a"),zb.href="",zb=zb.href}yb=Gb.exec(zb.toLowerCase())||[];function Lb(a){return function(b,c){"string"!=typeof b&&(c=b,b="*");var d,e=0,f=b.toLowerCase().match(E)||[];if(m.isFunction(c))while(d=f[e++])"+"===d.charAt(0)?(d=d.slice(1)||"*",(a[d]=a[d]||[]).unshift(c)):(a[d]=a[d]||[]).push(c)}}function Mb(a,b,c,d){var e={},f=a===Ib;function g(h){var i;return e[h]=!0,m.each(a[h]||[],function(a,h){var j=h(b,c,d);return"string"!=typeof j||f||e[j]?f?!(i=j):void 0:(b.dataTypes.unshift(j),g(j),!1)}),i}return g(b.dataTypes[0])||!e["*"]&&g("*")}function Nb(a,b){var c,d,e=m.ajaxSettings.flatOptions||{};for(d in b)void 0!==b[d]&&((e[d]?a:c||(c={}))[d]=b[d]);return c&&m.extend(!0,a,c),a}function Ob(a,b,c){var d,e,f,g,h=a.contents,i=a.dataTypes;while("*"===i[0])i.shift(),void 0===e&&(e=a.mimeType||b.getResponseHeader("Content-Type"));if(e)for(g in h)if(h[g]&&h[g].test(e)){i.unshift(g);break}if(i[0]in c)f=i[0];else{for(g in c){if(!i[0]||a.converters[g+" "+i[0]]){f=g;break}d||(d=g)}f=f||d}return f?(f!==i[0]&&i.unshift(f),c[f]):void 0}function Pb(a,b,c,d){var e,f,g,h,i,j={},k=a.dataTypes.slice();if(k[1])for(g in a.converters)j[g.toLowerCase()]=a.converters[g];f=k.shift();while(f)if(a.responseFields[f]&&(c[a.responseFields[f]]=b),!i&&d&&a.dataFilter&&(b=a.dataFilter(b,a.dataType)),i=f,f=k.shift())if("*"===f)f=i;else if("*"!==i&&i!==f){if(g=j[i+" "+f]||j["* "+f],!g)for(e in j)if(h=e.split(" "),h[1]===f&&(g=j[i+" "+h[0]]||j["* "+h[0]])){g===!0?g=j[e]:j[e]!==!0&&(f=h[0],k.unshift(h[1]));break}if(g!==!0)if(g&&a["throws"])b=g(b);else try{b=g(b)}catch(l){return{state:"parsererror",error:g?l:"No conversion from "+i+" to "+f}}}return{state:"success",data:b}}m.extend({active:0,lastModified:{},etag:{},ajaxSettings:{url:zb,type:"GET",isLocal:Db.test(yb[1]),global:!0,processData:!0,async:!0,contentType:"application/x-www-form-urlencoded; charset=UTF-8",accepts:{"*":Jb,text:"text/plain",html:"text/html",xml:"application/xml, text/xml",json:"application/json, text/javascript"},contents:{xml:/xml/,html:/html/,json:/json/},responseFields:{xml:"responseXML",text:"responseText",json:"responseJSON"},converters:{"* text":String,"text html":!0,"text json":m.parseJSON,"text xml":m.parseXML},flatOptions:{url:!0,context:!0}},ajaxSetup:function(a,b){return b?Nb(Nb(a,m.ajaxSettings),b):Nb(m.ajaxSettings,a)},ajaxPrefilter:Lb(Hb),ajaxTransport:Lb(Ib),ajax:function(a,b){"object"==typeof a&&(b=a,a=void 0),b=b||{};var c,d,e,f,g,h,i,j,k=m.ajaxSetup({},b),l=k.context||k,n=k.context&&(l.nodeType||l.jquery)?m(l):m.event,o=m.Deferred(),p=m.Callbacks("once memory"),q=k.statusCode||{},r={},s={},t=0,u="canceled",v={readyState:0,getResponseHeader:function(a){var b;if(2===t){if(!j){j={};while(b=Cb.exec(f))j[b[1].toLowerCase()]=b[2]}b=j[a.toLowerCase()]}return null==b?null:b},getAllResponseHeaders:function(){return 2===t?f:null},setRequestHeader:function(a,b){var c=a.toLowerCase();return t||(a=s[c]=s[c]||a,r[a]=b),this},overrideMimeType:function(a){return t||(k.mimeType=a),this},statusCode:function(a){var b;if(a)if(2>t)for(b in a)q[b]=[q[b],a[b]];else v.always(a[v.status]);return this},abort:function(a){var b=a||u;return i&&i.abort(b),x(0,b),this}};if(o.promise(v).complete=p.add,v.success=v.done,v.error=v.fail,k.url=((a||k.url||zb)+"").replace(Ab,"").replace(Fb,yb[1]+"//"),k.type=b.method||b.type||k.method||k.type,k.dataTypes=m.trim(k.dataType||"*").toLowerCase().match(E)||[""],null==k.crossDomain&&(c=Gb.exec(k.url.toLowerCase()),k.crossDomain=!(!c||c[1]===yb[1]&&c[2]===yb[2]&&(c[3]||("http:"===c[1]?"80":"443"))===(yb[3]||("http:"===yb[1]?"80":"443")))),k.data&&k.processData&&"string"!=typeof k.data&&(k.data=m.param(k.data,k.traditional)),Mb(Hb,k,b,v),2===t)return v;h=m.event&&k.global,h&&0===m.active++&&m.event.trigger("ajaxStart"),k.type=k.type.toUpperCase(),k.hasContent=!Eb.test(k.type),e=k.url,k.hasContent||(k.data&&(e=k.url+=(wb.test(e)?"&":"?")+k.data,delete k.data),k.cache===!1&&(k.url=Bb.test(e)?e.replace(Bb,"$1_="+vb++):e+(wb.test(e)?"&":"?")+"_="+vb++)),k.ifModified&&(m.lastModified[e]&&v.setRequestHeader("If-Modified-Since",m.lastModified[e]),m.etag[e]&&v.setRequestHeader("If-None-Match",m.etag[e])),(k.data&&k.hasContent&&k.contentType!==!1||b.contentType)&&v.setRequestHeader("Content-Type",k.contentType),v.setRequestHeader("Accept",k.dataTypes[0]&&k.accepts[k.dataTypes[0]]?k.accepts[k.dataTypes[0]]+("*"!==k.dataTypes[0]?", "+Jb+"; q=0.01":""):k.accepts["*"]);for(d in k.headers)v.setRequestHeader(d,k.headers[d]);if(k.beforeSend&&(k.beforeSend.call(l,v,k)===!1||2===t))return v.abort();u="abort";for(d in{success:1,error:1,complete:1})v[d](k[d]);if(i=Mb(Ib,k,b,v)){v.readyState=1,h&&n.trigger("ajaxSend",[v,k]),k.async&&k.timeout>0&&(g=setTimeout(function(){v.abort("timeout")},k.timeout));try{t=1,i.send(r,x)}catch(w){if(!(2>t))throw w;x(-1,w)}}else x(-1,"No Transport");function x(a,b,c,d){var j,r,s,u,w,x=b;2!==t&&(t=2,g&&clearTimeout(g),i=void 0,f=d||"",v.readyState=a>0?4:0,j=a>=200&&300>a||304===a,c&&(u=Ob(k,v,c)),u=Pb(k,u,v,j),j?(k.ifModified&&(w=v.getResponseHeader("Last-Modified"),w&&(m.lastModified[e]=w),w=v.getResponseHeader("etag"),w&&(m.etag[e]=w)),204===a||"HEAD"===k.type?x="nocontent":304===a?x="notmodified":(x=u.state,r=u.data,s=u.error,j=!s)):(s=x,(a||!x)&&(x="error",0>a&&(a=0))),v.status=a,v.statusText=(b||x)+"",j?o.resolveWith(l,[r,x,v]):o.rejectWith(l,[v,x,s]),v.statusCode(q),q=void 0,h&&n.trigger(j?"ajaxSuccess":"ajaxError",[v,k,j?r:s]),p.fireWith(l,[v,x]),h&&(n.trigger("ajaxComplete",[v,k]),--m.active||m.event.trigger("ajaxStop")))}return v},getJSON:function(a,b,c){return m.get(a,b,c,"json")},getScript:function(a,b){return m.get(a,void 0,b,"script")}}),m.each(["get","post"],function(a,b){m[b]=function(a,c,d,e){return m.isFunction(c)&&(e=e||d,d=c,c=void 0),m.ajax({url:a,type:b,dataType:e,data:c,success:d})}}),m._evalUrl=function(a){return m.ajax({url:a,type:"GET",dataType:"script",async:!1,global:!1,"throws":!0})},m.fn.extend({wrapAll:function(a){if(m.isFunction(a))return this.each(function(b){m(this).wrapAll(a.call(this,b))});if(this[0]){var b=m(a,this[0].ownerDocument).eq(0).clone(!0);this[0].parentNode&&b.insertBefore(this[0]),b.map(function(){var a=this;while(a.firstChild&&1===a.firstChild.nodeType)a=a.firstChild;return a}).append(this)}return this},wrapInner:function(a){return this.each(m.isFunction(a)?function(b){m(this).wrapInner(a.call(this,b))}:function(){var b=m(this),c=b.contents();c.length?c.wrapAll(a):b.append(a)})},wrap:function(a){var b=m.isFunction(a);return this.each(function(c){m(this).wrapAll(b?a.call(this,c):a)})},unwrap:function(){return this.parent().each(function(){m.nodeName(this,"body")||m(this).replaceWith(this.childNodes)}).end()}}),m.expr.filters.hidden=function(a){return a.offsetWidth<=0&&a.offsetHeight<=0||!k.reliableHiddenOffsets()&&"none"===(a.style&&a.style.display||m.css(a,"display"))},m.expr.filters.visible=function(a){return!m.expr.filters.hidden(a)};var Qb=/%20/g,Rb=/\[\]$/,Sb=/\r?\n/g,Tb=/^(?:submit|button|image|reset|file)$/i,Ub=/^(?:input|select|textarea|keygen)/i;function Vb(a,b,c,d){var e;if(m.isArray(b))m.each(b,function(b,e){c||Rb.test(a)?d(a,e):Vb(a+"["+("object"==typeof e?b:"")+"]",e,c,d)});else if(c||"object"!==m.type(b))d(a,b);else for(e in b)Vb(a+"["+e+"]",b[e],c,d)}m.param=function(a,b){var c,d=[],e=function(a,b){b=m.isFunction(b)?b():null==b?"":b,d[d.length]=encodeURIComponent(a)+"="+encodeURIComponent(b)};if(void 0===b&&(b=m.ajaxSettings&&m.ajaxSettings.traditional),m.isArray(a)||a.jquery&&!m.isPlainObject(a))m.each(a,function(){e(this.name,this.value)});else for(c in a)Vb(c,a[c],b,e);return d.join("&").replace(Qb,"+")},m.fn.extend({serialize:function(){return m.param(this.serializeArray())},serializeArray:function(){return this.map(function(){var a=m.prop(this,"elements");return a?m.makeArray(a):this}).filter(function(){var a=this.type;return this.name&&!m(this).is(":disabled")&&Ub.test(this.nodeName)&&!Tb.test(a)&&(this.checked||!W.test(a))}).map(function(a,b){var c=m(this).val();return null==c?null:m.isArray(c)?m.map(c,function(a){return{name:b.name,value:a.replace(Sb,"\r\n")}}):{name:b.name,value:c.replace(Sb,"\r\n")}}).get()}}),m.ajaxSettings.xhr=void 0!==a.ActiveXObject?function(){return!this.isLocal&&/^(get|post|head|put|delete|options)$/i.test(this.type)&&Zb()||$b()}:Zb;var Wb=0,Xb={},Yb=m.ajaxSettings.xhr();a.attachEvent&&a.attachEvent("onunload",function(){for(var a in Xb)Xb[a](void 0,!0)}),k.cors=!!Yb&&"withCredentials"in Yb,Yb=k.ajax=!!Yb,Yb&&m.ajaxTransport(function(a){if(!a.crossDomain||k.cors){var b;return{send:function(c,d){var e,f=a.xhr(),g=++Wb;if(f.open(a.type,a.url,a.async,a.username,a.password),a.xhrFields)for(e in a.xhrFields)f[e]=a.xhrFields[e];a.mimeType&&f.overrideMimeType&&f.overrideMimeType(a.mimeType),a.crossDomain||c["X-Requested-With"]||(c["X-Requested-With"]="XMLHttpRequest");for(e in c)void 0!==c[e]&&f.setRequestHeader(e,c[e]+"");f.send(a.hasContent&&a.data||null),b=function(c,e){var h,i,j;if(b&&(e||4===f.readyState))if(delete Xb[g],b=void 0,f.onreadystatechange=m.noop,e)4!==f.readyState&&f.abort();else{j={},h=f.status,"string"==typeof f.responseText&&(j.text=f.responseText);try{i=f.statusText}catch(k){i=""}h||!a.isLocal||a.crossDomain?1223===h&&(h=204):h=j.text?200:404}j&&d(h,i,j,f.getAllResponseHeaders())},a.async?4===f.readyState?setTimeout(b):f.onreadystatechange=Xb[g]=b:b()},abort:function(){b&&b(void 0,!0)}}}});function Zb(){try{return new a.XMLHttpRequest}catch(b){}}function $b(){try{return new a.ActiveXObject("Microsoft.XMLHTTP")}catch(b){}}m.ajaxSetup({accepts:{script:"text/javascript, application/javascript, application/ecmascript, application/x-ecmascript"},contents:{script:/(?:java|ecma)script/},converters:{"text script":function(a){return m.globalEval(a),a}}}),m.ajaxPrefilter("script",function(a){void 0===a.cache&&(a.cache=!1),a.crossDomain&&(a.type="GET",a.global=!1)}),m.ajaxTransport("script",function(a){if(a.crossDomain){var b,c=y.head||m("head")[0]||y.documentElement;return{send:function(d,e){b=y.createElement("script"),b.async=!0,a.scriptCharset&&(b.charset=a.scriptCharset),b.src=a.url,b.onload=b.onreadystatechange=function(a,c){(c||!b.readyState||/loaded|complete/.test(b.readyState))&&(b.onload=b.onreadystatechange=null,b.parentNode&&b.parentNode.removeChild(b),b=null,c||e(200,"success"))},c.insertBefore(b,c.firstChild)},abort:function(){b&&b.onload(void 0,!0)}}}});var _b=[],ac=/(=)\?(?=&|$)|\?\?/;m.ajaxSetup({jsonp:"callback",jsonpCallback:function(){var a=_b.pop()||m.expando+"_"+vb++;return this[a]=!0,a}}),m.ajaxPrefilter("json jsonp",function(b,c,d){var e,f,g,h=b.jsonp!==!1&&(ac.test(b.url)?"url":"string"==typeof b.data&&!(b.contentType||"").indexOf("application/x-www-form-urlencoded")&&ac.test(b.data)&&"data");return h||"jsonp"===b.dataTypes[0]?(e=b.jsonpCallback=m.isFunction(b.jsonpCallback)?b.jsonpCallback():b.jsonpCallback,h?b[h]=b[h].replace(ac,"$1"+e):b.jsonp!==!1&&(b.url+=(wb.test(b.url)?"&":"?")+b.jsonp+"="+e),b.converters["script json"]=function(){return g||m.error(e+" was not called"),g[0]},b.dataTypes[0]="json",f=a[e],a[e]=function(){g=arguments},d.always(function(){a[e]=f,b[e]&&(b.jsonpCallback=c.jsonpCallback,_b.push(e)),g&&m.isFunction(f)&&f(g[0]),g=f=void 0}),"script"):void 0}),m.parseHTML=function(a,b,c){if(!a||"string"!=typeof a)return null;"boolean"==typeof b&&(c=b,b=!1),b=b||y;var d=u.exec(a),e=!c&&[];return d?[b.createElement(d[1])]:(d=m.buildFragment([a],b,e),e&&e.length&&m(e).remove(),m.merge([],d.childNodes))};var bc=m.fn.load;m.fn.load=function(a,b,c){if("string"!=typeof a&&bc)return bc.apply(this,arguments);var d,e,f,g=this,h=a.indexOf(" ");return h>=0&&(d=m.trim(a.slice(h,a.length)),a=a.slice(0,h)),m.isFunction(b)?(c=b,b=void 0):b&&"object"==typeof b&&(f="POST"),g.length>0&&m.ajax({url:a,type:f,dataType:"html",data:b}).done(function(a){e=arguments,g.html(d?m("<div>").append(m.parseHTML(a)).find(d):a)}).complete(c&&function(a,b){g.each(c,e||[a.responseText,b,a])}),this},m.each(["ajaxStart","ajaxStop","ajaxComplete","ajaxError","ajaxSuccess","ajaxSend"],function(a,b){m.fn[b]=function(a){return this.on(b,a)}}),m.expr.filters.animated=function(a){return m.grep(m.timers,function(b){return a===b.elem}).length};var cc=a.document.documentElement;function dc(a){return m.isWindow(a)?a:9===a.nodeType?a.defaultView||a.parentWindow:!1}m.offset={setOffset:function(a,b,c){var d,e,f,g,h,i,j,k=m.css(a,"position"),l=m(a),n={};"static"===k&&(a.style.position="relative"),h=l.offset(),f=m.css(a,"top"),i=m.css(a,"left"),j=("absolute"===k||"fixed"===k)&&m.inArray("auto",[f,i])>-1,j?(d=l.position(),g=d.top,e=d.left):(g=parseFloat(f)||0,e=parseFloat(i)||0),m.isFunction(b)&&(b=b.call(a,c,h)),null!=b.top&&(n.top=b.top-h.top+g),null!=b.left&&(n.left=b.left-h.left+e),"using"in b?b.using.call(a,n):l.css(n)}},m.fn.extend({offset:function(a){if(arguments.length)return void 0===a?this:this.each(function(b){m.offset.setOffset(this,a,b)});var b,c,d={top:0,left:0},e=this[0],f=e&&e.ownerDocument;if(f)return b=f.documentElement,m.contains(b,e)?(typeof e.getBoundingClientRect!==K&&(d=e.getBoundingClientRect()),c=dc(f),{top:d.top+(c.pageYOffset||b.scrollTop)-(b.clientTop||0),left:d.left+(c.pageXOffset||b.scrollLeft)-(b.clientLeft||0)}):d},position:function(){if(this[0]){var a,b,c={top:0,left:0},d=this[0];return"fixed"===m.css(d,"position")?b=d.getBoundingClientRect():(a=this.offsetParent(),b=this.offset(),m.nodeName(a[0],"html")||(c=a.offset()),c.top+=m.css(a[0],"borderTopWidth",!0),c.left+=m.css(a[0],"borderLeftWidth",!0)),{top:b.top-c.top-m.css(d,"marginTop",!0),left:b.left-c.left-m.css(d,"marginLeft",!0)}}},offsetParent:function(){return this.map(function(){var a=this.offsetParent||cc;while(a&&!m.nodeName(a,"html")&&"static"===m.css(a,"position"))a=a.offsetParent;return a||cc})}}),m.each({scrollLeft:"pageXOffset",scrollTop:"pageYOffset"},function(a,b){var c=/Y/.test(b);m.fn[a]=function(d){return V(this,function(a,d,e){var f=dc(a);return void 0===e?f?b in f?f[b]:f.document.documentElement[d]:a[d]:void(f?f.scrollTo(c?m(f).scrollLeft():e,c?e:m(f).scrollTop()):a[d]=e)},a,d,arguments.length,null)}}),m.each(["top","left"],function(a,b){m.cssHooks[b]=La(k.pixelPosition,function(a,c){return c?(c=Ja(a,b),Ha.test(c)?m(a).position()[b]+"px":c):void 0})}),m.each({Height:"height",Width:"width"},function(a,b){m.each({padding:"inner"+a,content:b,"":"outer"+a},function(c,d){m.fn[d]=function(d,e){var f=arguments.length&&(c||"boolean"!=typeof d),g=c||(d===!0||e===!0?"margin":"border");return V(this,function(b,c,d){var e;return m.isWindow(b)?b.document.documentElement["client"+a]:9===b.nodeType?(e=b.documentElement,Math.max(b.body["scroll"+a],e["scroll"+a],b.body["offset"+a],e["offset"+a],e["client"+a])):void 0===d?m.css(b,c,g):m.style(b,c,d,g)},b,f?d:void 0,f,null)}})}),m.fn.size=function(){return this.length},m.fn.andSelf=m.fn.addBack,"function"==typeof define&&define.amd&&define("jquery",[],function(){return m});var ec=a.jQuery,fc=a.$;return m.noConflict=function(b){return a.$===m&&(a.$=fc),b&&a.jQuery===m&&(a.jQuery=ec),m},typeof b===K&&(a.jQuery=a.$=m),m});
+</script>
 <meta name="viewport" content="width=device-width, initial-scale=1" />
-<link href="data:text/css;charset=utf-8,html%7Bfont%2Dfamily%3Asans%2Dserif%3B%2Dwebkit%2Dtext%2Dsize%2Dadjust%3A100%25%3B%2Dms%2Dtext%2Dsize%2Dadjust%3A100%25%7Dbody%7Bmargin%3A0%7Darticle%2Caside%2Cdetails%2Cfigcaption%2Cfigure%2Cfooter%2Cheader%2Chgroup%2Cmain%2Cmenu%2Cnav%2Csection%2Csummary%7Bdisplay%3Ablock%7Daudio%2Ccanvas%2Cprogress%2Cvideo%7Bdisplay%3Ainline%2Dblock%3Bvertical%2Dalign%3Abaseline%7Daudio%3Anot%28%5Bcontrols%5D%29%7Bdisplay%3Anone%3Bheight%3A0%7D%5Bhidden%5D%2Ctemplate%7Bdisplay%3Anone%7Da%7Bbackground%2Dcolor%3Atransparent%7Da%3Aactive%2Ca%3Ahover%7Boutline%3A0%7Dabbr%5Btitle%5D%7Bborder%2Dbottom%3A1px%20dotted%7Db%2Cstrong%7Bfont%2Dweight%3A700%7Ddfn%7Bfont%2Dstyle%3Aitalic%7Dh1%7Bmargin%3A%2E67em%200%3Bfont%2Dsize%3A2em%7Dmark%7Bcolor%3A%23000%3Bbackground%3A%23ff0%7Dsmall%7Bfont%2Dsize%3A80%25%7Dsub%2Csup%7Bposition%3Arelative%3Bfont%2Dsize%3A75%25%3Bline%2Dheight%3A0%3Bvertical%2Dalign%3Abaseline%7Dsup%7Btop%3A%2D%2E5em%7Dsub%7Bbottom%3A%2D%2E25em%7Dimg%7Bborder%3A0%7Dsvg%3Anot%28%3Aroot%29%7Boverflow%3Ahidden%7Dfigure%7Bmargin%3A1em%2040px%7Dhr%7Bheight%3A0%3B%2Dwebkit%2Dbox%2Dsizing%3Acontent%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Acontent%2Dbox%3Bbox%2Dsizing%3Acontent%2Dbox%7Dpre%7Boverflow%3Aauto%7Dcode%2Ckbd%2Cpre%2Csamp%7Bfont%2Dfamily%3Amonospace%2Cmonospace%3Bfont%2Dsize%3A1em%7Dbutton%2Cinput%2Coptgroup%2Cselect%2Ctextarea%7Bmargin%3A0%3Bfont%3Ainherit%3Bcolor%3Ainherit%7Dbutton%7Boverflow%3Avisible%7Dbutton%2Cselect%7Btext%2Dtransform%3Anone%7Dbutton%2Chtml%20input%5Btype%3Dbutton%5D%2Cinput%5Btype%3Dreset%5D%2Cinput%5Btype%3Dsubmit%5D%7B%2Dwebkit%2Dappearance%3Abutton%3Bcursor%3Apointer%7Dbutton%5Bdisabled%5D%2Chtml%20input%5Bdisabled%5D%7Bcursor%3Adefault%7Dbutton%3A%3A%2Dmoz%2Dfocus%2Dinner%2Cinput%3A%3A%2Dmoz%2Dfocus%2Dinner%7Bpadding%3A0%3Bborder%3A0%7Dinput%7Bline%2Dheight%3Anormal%7Dinput%5Btype%3Dcheckbox%5D%2Cinput%5Btype%3Dradio%5D%7B%2Dwebkit%2Dbox%2Dsizing%3Aborder%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Aborder%2Dbox%3Bbox%2Dsizing%3Aborder%2Dbox%3Bpadding%3A0%7Dinput%5Btype%3Dnumber%5D%3A%3A%2Dwebkit%2Dinner%2Dspin%2Dbutton%2Cinput%5Btype%3Dnumber%5D%3A%3A%2Dwebkit%2Douter%2Dspin%2Dbutton%7Bheight%3Aauto%7Dinput%5Btype%3Dsearch%5D%7B%2Dwebkit%2Dbox%2Dsizing%3Acontent%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Acontent%2Dbox%3Bbox%2Dsizing%3Acontent%2Dbox%3B%2Dwebkit%2Dappearance%3Atextfield%7Dinput%5Btype%3Dsearch%5D%3A%3A%2Dwebkit%2Dsearch%2Dcancel%2Dbutton%2Cinput%5Btype%3Dsearch%5D%3A%3A%2Dwebkit%2Dsearch%2Ddecoration%7B%2Dwebkit%2Dappearance%3Anone%7Dfieldset%7Bpadding%3A%2E35em%20%2E625em%20%2E75em%3Bmargin%3A0%202px%3Bborder%3A1px%20solid%20silver%7Dlegend%7Bpadding%3A0%3Bborder%3A0%7Dtextarea%7Boverflow%3Aauto%7Doptgroup%7Bfont%2Dweight%3A700%7Dtable%7Bborder%2Dspacing%3A0%3Bborder%2Dcollapse%3Acollapse%7Dtd%2Cth%7Bpadding%3A0%7D%40media%20print%7B%2A%2C%3Aafter%2C%3Abefore%7Bcolor%3A%23000%21important%3Btext%2Dshadow%3Anone%21important%3Bbackground%3A0%200%21important%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%21important%3Bbox%2Dshadow%3Anone%21important%7Da%2Ca%3Avisited%7Btext%2Ddecoration%3Aunderline%7Da%5Bhref%5D%3Aafter%7Bcontent%3A%22%20%28%22%20attr%28href%29%20%22%29%22%7Dabbr%5Btitle%5D%3Aafter%7Bcontent%3A%22%20%28%22%20attr%28title%29%20%22%29%22%7Da%5Bhref%5E%3D%22javascript%3A%22%5D%3Aafter%2Ca%5Bhref%5E%3D%22%23%22%5D%3Aafter%7Bcontent%3A%22%22%7Dblockquote%2Cpre%7Bborder%3A1px%20solid%20%23999%3Bpage%2Dbreak%2Dinside%3Aavoid%7Dthead%7Bdisplay%3Atable%2Dheader%2Dgroup%7Dimg%2Ctr%7Bpage%2Dbreak%2Dinside%3Aavoid%7Dimg%7Bmax%2Dwidth%3A100%25%21important%7Dh2%2Ch3%2Cp%7Borphans%3A3%3Bwidows%3A3%7Dh2%2Ch3%7Bpage%2Dbreak%2Dafter%3Aavoid%7D%2Enavbar%7Bdisplay%3Anone%7D%2Ebtn%3E%2Ecaret%2C%2Edropup%3E%2Ebtn%3E%2Ecaret%7Bborder%2Dtop%2Dcolor%3A%23000%21important%7D%2Elabel%7Bborder%3A1px%20solid%20%23000%7D%2Etable%7Bborder%2Dcollapse%3Acollapse%21important%7D%2Etable%20td%2C%2Etable%20th%7Bbackground%2Dcolor%3A%23fff%21important%7D%2Etable%2Dbordered%20td%2C%2Etable%2Dbordered%20th%7Bborder%3A1px%20solid%20%23ddd%21important%7D%7D%40font%2Dface%7Bfont%2Dfamily%3A%27Glyphicons%20Halflings%27%3Bsrc%3Aurl%28data%3Aapplication%2Fvnd%2Ems%2Dfontobject%3Bbase64%2Cn04AAEFNAAACAAIABAAAAAAABQAAAAAAAAABAJABAAAEAExQAAAAAAAAAAIAAAAAAAAAAAEAAAAAAAAAJxJ%2FLAAAAAAAAAAAAAAAAAAAAAAAACgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzAAAADgBSAGUAZwB1AGwAYQByAAAAeABWAGUAcgBzAGkAbwBuACAAMQAuADAAMAA5ADsAUABTACAAMAAwADEALgAwADAAOQA7AGgAbwB0AGMAbwBuAHYAIAAxAC4AMAAuADcAMAA7AG0AYQBrAGUAbwB0AGYALgBsAGkAYgAyAC4ANQAuADUAOAAzADIAOQAAADgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzACAAUgBlAGcAdQBsAGEAcgAAAAAAQlNHUAAAAAAAAAAAAAAAAAAAAAADAKncAE0TAE0ZAEbuFM3pjM%2FSEdmjKHUbyow8ATBE40IvWA3vTu8LiABDQ%2BpexwUMcm1SMnNryctQSiI1K5ZnbOlXKmnVV5YvRe6RnNMFNCOs1KNVpn6yZhCJkRtVRNzEufeIq7HgSrcx4S8h%2Fv4vnrrKc6oCNxmSk2uKlZQHBii6iKFoH0746ThvkO1kJHlxjrkxs%2BLWORaDQBEtiYJIR5IB9Bi1UyL4Rmr0BNigNkMzlKQmnofBHviqVzUxwdMb3NdCn69hy%2BpRYVKGVS%2F1tnsqv4LL7wCCPZZAZPT4aCShHjHJVNuXbmMrY5LeQaGnvAkXlVrJgKRAUdFjrWEah9XebPeQMj7KS7DIBAFt8ycgC5PLGUOHSE3ErGZCiViNLL5ZARfywnCoZaKQCu6NuFX42AEeKtKUGnr%2FCm2Cy8tpFhBPMW5Fxi4Qm4TkDWh4IWFDClhU2hRWosUWqcKLlgyXB%2BlSHaWaHiWlBAR8SeSgSPCQxdVQgzUixWKSTrIQEbU94viDctkvX%2BVSjJuUmV8L4CXShI11esnp0pjWNZIyxKHS4wVQ2ime1P4RnhvGw0aDN1OLAXGERsB7buFpFGGBAre4QEQR0HOIO5oYH305G%2BKspT%2FFupEGGafCCwxSe6ZUa%2B073rXHnNdVXE6eWvibUS27XtRzkH838mYLMBmYysZTM0EM3A1fbpCBYFccN1B%2FEnCYu%2FTgCGmr7bMh8GfYL%2BBfcLvB0gRagC09w9elfldaIy%2FhNCBLRgBgtCC7jAF63wLSMAfbfAlEggYU0bUA7ACCJmTDpEmJtI78w4%2FBO7dN7JR7J7ZvbYaUbaILSQsRBiF3HGk5fEg6p9unwLvn98r%2BvnsV%2B372uf1xBLq4qU%2F45fTuqaAP%2BpssmCCCTF0mhEow8ZXZOS8D7Q85JsxZ%2BAzok7B7O%2Ff6J8AzYBySZQB%2FQHYUSA%2BEeQhEWiS6AIQzgcsDiER4MjgMBAWDV4AgQ3g1eBgIdweCQmCjJEMkJ%2BPKRWyFHHmg1Wi%2F6xzUgA0LREoKJChwnQa9B%2B5RQZRB3IlBlkAnxyQNaANwHMowzlYSMCBgnbpzvqpl0iTJNCQidDI9ZrSYNIRBhHtUa5YHMHxyGEik9hDE0AKj72AbTCaxtHPUaKZdAZSnQTyjGqGLsmBStCejApUhg4uBMU6mATujEl%2BKdDPbI6Ag4vLr%2BhjY6lbjBeoLKnZl0UZgRX8gTySOeynZVz1wOq7e1hFGYIq%2BMhrGxDLak0PrwYzSXtcuyhXEhwOYofiW%2BEcI%2Fjw8P6IY6ed%2BetAbuqKp5QIapT77LnAe505lMuqL79a0ut4rWexzFttsOsLDy7zvtQzcq3U1qabe7tB0wHWVXji%2BzDbo8x8HyIRUbXnwUcklFv51fvTymiV%2BMXLSmGH9d9%2BaXpD5X6lao41anWGig7IwIdnoBY2ht%2FpO9mClLo4NdXHAsefqWUKlXJkbqPOFhMoR4aiA1BXqhRNbB2Xwi%2B7u%2FjpAoOpKJ0UX24EsrzMfHXViakCNcKjBxuQX8BO0ZqjJ3xXzf%2B61t2VXOSgJ8xu65QKgtN6FibPmPYsXbJRHHqbgATcSZxBqGiDiU4NNNsYBsKD0MIP%2FOfKnlk%2FLkaid%2FO2NbKeuQrwOB2Gq3YHyr6ALgzym5wIBnsdC1ZkoBFZSQXChZvlesPqvK2c5oHHT3Q65jYpNxnQcGF0EHbvYqoFw60WNlXIHQF2HQB7zD6lWjZ9rVqUKBXUT6hrkZOle0RFYII0V5ZYGl1JAP0Ud1fZZMvSomBzJ710j4Me8mjQDwEre5Uv2wQfk1ifDwb5ksuJQQ3xt423lbuQjvoIQByQrNDh1JxGFkOdlJvu%2FgFtuW0wR4cgd%2BZKesSV7QkNE2kw6AV4hoIuC02LGmTomyf8PiO6CZzOTLTPQ%2BHW06H%2Btx%2BbQ8LmDYg1pTFrp2oJXgkZTyeRJZM0C8aE2LpFrNVDuhARsN543%2FFV6klQ6Tv1OoZGXLv0igKrl%2FCmJxRmX7JJbJ998VSIPQRyDBICzl4JJlYHbdql30NvYcOuZ7a10uWRrgoieOdgIm4rlq6vNOQBuqESLbXG5lzdJGHw2m0sDYmODXbYGTfSTGRKpssTO95fothJCjUGQgEL4yKoGAF%2F0SrpUDNn8CBgBcSDQByAeNkCXp4S4Ro2Xh4OeaGRgR66PVOsU8bc6TR5%2FxTcn4IVMLOkXSWiXxkZQCbvKfmoAvQaKjO3EDKwkwqHChCDEM5loQRPd5ACBki1TjF772oaQhQbQ5C0lcWXPFOzrfsDGUXGrpxasbG4iab6eByaQkQfm0VFlP0ZsDkvvqCL6QXMUwCjdMx1ZOyKhTJ7a1GWAdOUcJ8RSejxNVyGs31OKMyRyBVoZFjqIkmKlLQ5eHMeEL4MkUf23cQ%2F1SgRCJ1dk4UdBT7OoyuNgLs0oCd8RnrEIb6QdMxT2QjD4zMrJkfgx5aDMcA4orsTtKCqWb%2FVeyceqa5OGSmB28YwH4rFbkQaLoUN8OQQYnD3w2eXpI4ScQfbCUZiJ4yMOIKLyyTc7BQ4uXUw6Ee6%2FxM%2B4Y67ngNBknxIPwuppgIhFcwJyr6EIj%2BLzNj%2FmfR2vhhRlx0BILZoAYruF0caWQ7YxO66UmeguDREAFHYuC7HJviRgVO6ruJH59h%2FC%2FPkgSle8xNzZJULLWq9JMDTE2fjGE146a1Us6PZDGYle6ldWRqn%2FpdpgHKNGrGIdkRK%2BKPETT9nKT6kLyDI8xd9A1FgWmXWRAIHwZ37WyZHOVyCadJEmMVz0MadMjDrPho%2BEIochkVC2xgGiwwsQ6DMv2P7UXqT4x7CdcYGId2BJQQa85EQKmCmwcRejQ9Bm4oATENFPkxPXILHpMPUyWTI5rjNOsIlmEeMbcOCEqInpXACYQ9DDxmFo9vcmsDblcMtg4tqBerNngkIKaFJmrQAPnq1dEzsMXcwjcHdfdCibcAxxA%2Bq%2Fj9m3LM%2FO7WJka4tSidVCjsvo2lQ%2F2ewyoYyXwAYyr2PlRoR5MpgVmSUIrM3PQxXPbgjBOaDQFIyFMJvx3Pc5RSYj12ySVF9fwFPQu2e2KWVoL9q3Ayv3IzpGHUdvdPdrNUdicjsTQ2ISy7QU3DrEytIjvbzJnAkmANXjAFERA0MUoPF3%2F5KFmW14bBNOhwircYgMqoDpUMcDtCmBE82QM2YtdjVLB4kBuKho%2FbcwQdeboqfQartuU3CsCf%2BcXkgYAqp%2F0Ee3RorAZt0AvvOCSI4JICIlGlsV0bsSid%2FNIEALAAzb6HAgyWHBps6xAOwkJIGcB82CxRQq4sJf3FzA70A%2BTRqcqjEMETCoez3mkPcpnoALs0ugJY8kQwrC%2BJE5ik3w9rzrvDRjAQnqgEVvdGrNwlanR0SOKWzxOJOvLJhcd8Cl4AshACUkv9czdMkJCVQSQhp6kp7StAlpVRpK0t0SW6LHeBJnE2QchB5Ccu8kxRghZXGIgZIiSj7gEKMJDClcnX6hgoqJMwiQDigIXg3ioFLCgDgjPtYHYpsF5EiA4kcnN18MZtOrY866dEQAb0FB34OGKHGZQjwW%2FWDHA60cYFaI%2FPjpzquUqdaYGcIq%2BmLez3WLFFCtNBN2QJcrlcoELgiPku5R5dSlJFaCEqEZle1AQzAKC%2B1SotMcBNyQUFuRHRF6OlimSBgjZeTBCwLyc6A%2BP%2FoFRchXTz5ADknYJHxzrJ5pGuIKRQISU6WyKTBBjD8WozmVYWIsto1AS5rxzKlvJu4E%2FvwOiKxRtCWsDM%2BeTHUrmwrCK5BIfMzGkD%2B0Fk5LzBs0jMYXktNDblB06LMNJ09U8pzSLmo14MS0OMjcdrZ31pyQqxJJpRImlSvfYAK8inkYU52QY2FPEVsjoWewpwhRp5yAuNpkqhdb7ku9Seefl2D0B8SMTFD90xi4CSOwwZy9IKkpMtI3FmFUg3%2FkFutpQGNc3pCR7gvC4sgwbupDu3DyEN%2BW6YGLNM21jpB49irxy9BSlHrVDlnihGKHwPrbVFtc%2Bh1rVQKZduxIyojccZIIcOCmhEnC7UkY68WXKQgLi2JCDQkQWJRQuk60hZp0D3rtCTINSeY9Ej2kIKYfGxwOs4j9qMM7fYZiipzgcf7TamnehqdhsiMiCawXnz4xAbyCkLAx5EGbo3Ax1u3dUIKnTxIaxwQTHehPl3V491H0%2BbC5zgpGz7Io%2BmjdhKlPJ01EeMpM7UsRJMi1nGjmJg35i6bQBAAxjO%2FENJubU2mg3ONySEoWklCwdABETcs7ck3jgiuU9pcKKpbgn%2B3YlzV1FzIkB6pmEDOSSyDfPPlQskznctFji0kpgZjW5RZe6x9kYT4KJcXg0bNiCyif%2BpZACCyRMmYsfiKmN9tSO65F0R2OO6ytlEhY5Sj6uRKfFxw0ijJaAx%2Fk3QgnAFSq27%2F2i4GEBA%2BUvTJKK%2F9eISNvG46Em5RZfjTYLdeD8kdXHyrwId%2FDQZUaMCY4gGbke2C8vfjgV%2FY9kkRQOJIn%2FxM9INZSpiBnqX0Q9GlQPpPKAyO5y%2BW5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W%2FN6l54qOynCqD3DpWQ%2BmpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE%2B7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv%2F8lbTIkkYpqKM9VOhp65ktYk%2BQ46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI%2BejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5%2B7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu%2Bvtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%3Bsrc%3Aurl%28data%3Aapplication%2Fvnd%2Ems%2Dfontobject%3Bbase64%2Cn04AAEFNAAACAAIABAAAAAAABQAAAAAAAAABAJABAAAEAExQAAAAAAAAAAIAAAAAAAAAAAEAAAAAAAAAJxJ%2FLAAAAAAAAAAAAAAAAAAAAAAAACgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzAAAADgBSAGUAZwB1AGwAYQByAAAAeABWAGUAcgBzAGkAbwBuACAAMQAuADAAMAA5ADsAUABTACAAMAAwADEALgAwADAAOQA7AGgAbwB0AGMAbwBuAHYAIAAxAC4AMAAuADcAMAA7AG0AYQBrAGUAbwB0AGYALgBsAGkAYgAyAC4ANQAuADUAOAAzADIAOQAAADgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzACAAUgBlAGcAdQBsAGEAcgAAAAAAQlNHUAAAAAAAAAAAAAAAAAAAAAADAKncAE0TAE0ZAEbuFM3pjM%2FSEdmjKHUbyow8ATBE40IvWA3vTu8LiABDQ%2BpexwUMcm1SMnNryctQSiI1K5ZnbOlXKmnVV5YvRe6RnNMFNCOs1KNVpn6yZhCJkRtVRNzEufeIq7HgSrcx4S8h%2Fv4vnrrKc6oCNxmSk2uKlZQHBii6iKFoH0746ThvkO1kJHlxjrkxs%2BLWORaDQBEtiYJIR5IB9Bi1UyL4Rmr0BNigNkMzlKQmnofBHviqVzUxwdMb3NdCn69hy%2BpRYVKGVS%2F1tnsqv4LL7wCCPZZAZPT4aCShHjHJVNuXbmMrY5LeQaGnvAkXlVrJgKRAUdFjrWEah9XebPeQMj7KS7DIBAFt8ycgC5PLGUOHSE3ErGZCiViNLL5ZARfywnCoZaKQCu6NuFX42AEeKtKUGnr%2FCm2Cy8tpFhBPMW5Fxi4Qm4TkDWh4IWFDClhU2hRWosUWqcKLlgyXB%2BlSHaWaHiWlBAR8SeSgSPCQxdVQgzUixWKSTrIQEbU94viDctkvX%2BVSjJuUmV8L4CXShI11esnp0pjWNZIyxKHS4wVQ2ime1P4RnhvGw0aDN1OLAXGERsB7buFpFGGBAre4QEQR0HOIO5oYH305G%2BKspT%2FFupEGGafCCwxSe6ZUa%2B073rXHnNdVXE6eWvibUS27XtRzkH838mYLMBmYysZTM0EM3A1fbpCBYFccN1B%2FEnCYu%2FTgCGmr7bMh8GfYL%2BBfcLvB0gRagC09w9elfldaIy%2FhNCBLRgBgtCC7jAF63wLSMAfbfAlEggYU0bUA7ACCJmTDpEmJtI78w4%2FBO7dN7JR7J7ZvbYaUbaILSQsRBiF3HGk5fEg6p9unwLvn98r%2BvnsV%2B372uf1xBLq4qU%2F45fTuqaAP%2BpssmCCCTF0mhEow8ZXZOS8D7Q85JsxZ%2BAzok7B7O%2Ff6J8AzYBySZQB%2FQHYUSA%2BEeQhEWiS6AIQzgcsDiER4MjgMBAWDV4AgQ3g1eBgIdweCQmCjJEMkJ%2BPKRWyFHHmg1Wi%2F6xzUgA0LREoKJChwnQa9B%2B5RQZRB3IlBlkAnxyQNaANwHMowzlYSMCBgnbpzvqpl0iTJNCQidDI9ZrSYNIRBhHtUa5YHMHxyGEik9hDE0AKj72AbTCaxtHPUaKZdAZSnQTyjGqGLsmBStCejApUhg4uBMU6mATujEl%2BKdDPbI6Ag4vLr%2BhjY6lbjBeoLKnZl0UZgRX8gTySOeynZVz1wOq7e1hFGYIq%2BMhrGxDLak0PrwYzSXtcuyhXEhwOYofiW%2BEcI%2Fjw8P6IY6ed%2BetAbuqKp5QIapT77LnAe505lMuqL79a0ut4rWexzFttsOsLDy7zvtQzcq3U1qabe7tB0wHWVXji%2BzDbo8x8HyIRUbXnwUcklFv51fvTymiV%2BMXLSmGH9d9%2BaXpD5X6lao41anWGig7IwIdnoBY2ht%2FpO9mClLo4NdXHAsefqWUKlXJkbqPOFhMoR4aiA1BXqhRNbB2Xwi%2B7u%2FjpAoOpKJ0UX24EsrzMfHXViakCNcKjBxuQX8BO0ZqjJ3xXzf%2B61t2VXOSgJ8xu65QKgtN6FibPmPYsXbJRHHqbgATcSZxBqGiDiU4NNNsYBsKD0MIP%2FOfKnlk%2FLkaid%2FO2NbKeuQrwOB2Gq3YHyr6ALgzym5wIBnsdC1ZkoBFZSQXChZvlesPqvK2c5oHHT3Q65jYpNxnQcGF0EHbvYqoFw60WNlXIHQF2HQB7zD6lWjZ9rVqUKBXUT6hrkZOle0RFYII0V5ZYGl1JAP0Ud1fZZMvSomBzJ710j4Me8mjQDwEre5Uv2wQfk1ifDwb5ksuJQQ3xt423lbuQjvoIQByQrNDh1JxGFkOdlJvu%2FgFtuW0wR4cgd%2BZKesSV7QkNE2kw6AV4hoIuC02LGmTomyf8PiO6CZzOTLTPQ%2BHW06H%2Btx%2BbQ8LmDYg1pTFrp2oJXgkZTyeRJZM0C8aE2LpFrNVDuhARsN543%2FFV6klQ6Tv1OoZGXLv0igKrl%2FCmJxRmX7JJbJ998VSIPQRyDBICzl4JJlYHbdql30NvYcOuZ7a10uWRrgoieOdgIm4rlq6vNOQBuqESLbXG5lzdJGHw2m0sDYmODXbYGTfSTGRKpssTO95fothJCjUGQgEL4yKoGAF%2F0SrpUDNn8CBgBcSDQByAeNkCXp4S4Ro2Xh4OeaGRgR66PVOsU8bc6TR5%2FxTcn4IVMLOkXSWiXxkZQCbvKfmoAvQaKjO3EDKwkwqHChCDEM5loQRPd5ACBki1TjF772oaQhQbQ5C0lcWXPFOzrfsDGUXGrpxasbG4iab6eByaQkQfm0VFlP0ZsDkvvqCL6QXMUwCjdMx1ZOyKhTJ7a1GWAdOUcJ8RSejxNVyGs31OKMyRyBVoZFjqIkmKlLQ5eHMeEL4MkUf23cQ%2F1SgRCJ1dk4UdBT7OoyuNgLs0oCd8RnrEIb6QdMxT2QjD4zMrJkfgx5aDMcA4orsTtKCqWb%2FVeyceqa5OGSmB28YwH4rFbkQaLoUN8OQQYnD3w2eXpI4ScQfbCUZiJ4yMOIKLyyTc7BQ4uXUw6Ee6%2FxM%2B4Y67ngNBknxIPwuppgIhFcwJyr6EIj%2BLzNj%2FmfR2vhhRlx0BILZoAYruF0caWQ7YxO66UmeguDREAFHYuC7HJviRgVO6ruJH59h%2FC%2FPkgSle8xNzZJULLWq9JMDTE2fjGE146a1Us6PZDGYle6ldWRqn%2FpdpgHKNGrGIdkRK%2BKPETT9nKT6kLyDI8xd9A1FgWmXWRAIHwZ37WyZHOVyCadJEmMVz0MadMjDrPho%2BEIochkVC2xgGiwwsQ6DMv2P7UXqT4x7CdcYGId2BJQQa85EQKmCmwcRejQ9Bm4oATENFPkxPXILHpMPUyWTI5rjNOsIlmEeMbcOCEqInpXACYQ9DDxmFo9vcmsDblcMtg4tqBerNngkIKaFJmrQAPnq1dEzsMXcwjcHdfdCibcAxxA%2Bq%2Fj9m3LM%2FO7WJka4tSidVCjsvo2lQ%2F2ewyoYyXwAYyr2PlRoR5MpgVmSUIrM3PQxXPbgjBOaDQFIyFMJvx3Pc5RSYj12ySVF9fwFPQu2e2KWVoL9q3Ayv3IzpGHUdvdPdrNUdicjsTQ2ISy7QU3DrEytIjvbzJnAkmANXjAFERA0MUoPF3%2F5KFmW14bBNOhwircYgMqoDpUMcDtCmBE82QM2YtdjVLB4kBuKho%2FbcwQdeboqfQartuU3CsCf%2BcXkgYAqp%2F0Ee3RorAZt0AvvOCSI4JICIlGlsV0bsSid%2FNIEALAAzb6HAgyWHBps6xAOwkJIGcB82CxRQq4sJf3FzA70A%2BTRqcqjEMETCoez3mkPcpnoALs0ugJY8kQwrC%2BJE5ik3w9rzrvDRjAQnqgEVvdGrNwlanR0SOKWzxOJOvLJhcd8Cl4AshACUkv9czdMkJCVQSQhp6kp7StAlpVRpK0t0SW6LHeBJnE2QchB5Ccu8kxRghZXGIgZIiSj7gEKMJDClcnX6hgoqJMwiQDigIXg3ioFLCgDgjPtYHYpsF5EiA4kcnN18MZtOrY866dEQAb0FB34OGKHGZQjwW%2FWDHA60cYFaI%2FPjpzquUqdaYGcIq%2BmLez3WLFFCtNBN2QJcrlcoELgiPku5R5dSlJFaCEqEZle1AQzAKC%2B1SotMcBNyQUFuRHRF6OlimSBgjZeTBCwLyc6A%2BP%2FoFRchXTz5ADknYJHxzrJ5pGuIKRQISU6WyKTBBjD8WozmVYWIsto1AS5rxzKlvJu4E%2FvwOiKxRtCWsDM%2BeTHUrmwrCK5BIfMzGkD%2B0Fk5LzBs0jMYXktNDblB06LMNJ09U8pzSLmo14MS0OMjcdrZ31pyQqxJJpRImlSvfYAK8inkYU52QY2FPEVsjoWewpwhRp5yAuNpkqhdb7ku9Seefl2D0B8SMTFD90xi4CSOwwZy9IKkpMtI3FmFUg3%2FkFutpQGNc3pCR7gvC4sgwbupDu3DyEN%2BW6YGLNM21jpB49irxy9BSlHrVDlnihGKHwPrbVFtc%2Bh1rVQKZduxIyojccZIIcOCmhEnC7UkY68WXKQgLi2JCDQkQWJRQuk60hZp0D3rtCTINSeY9Ej2kIKYfGxwOs4j9qMM7fYZiipzgcf7TamnehqdhsiMiCawXnz4xAbyCkLAx5EGbo3Ax1u3dUIKnTxIaxwQTHehPl3V491H0%2BbC5zgpGz7Io%2BmjdhKlPJ01EeMpM7UsRJMi1nGjmJg35i6bQBAAxjO%2FENJubU2mg3ONySEoWklCwdABETcs7ck3jgiuU9pcKKpbgn%2B3YlzV1FzIkB6pmEDOSSyDfPPlQskznctFji0kpgZjW5RZe6x9kYT4KJcXg0bNiCyif%2BpZACCyRMmYsfiKmN9tSO65F0R2OO6ytlEhY5Sj6uRKfFxw0ijJaAx%2Fk3QgnAFSq27%2F2i4GEBA%2BUvTJKK%2F9eISNvG46Em5RZfjTYLdeD8kdXHyrwId%2FDQZUaMCY4gGbke2C8vfjgV%2FY9kkRQOJIn%2FxM9INZSpiBnqX0Q9GlQPpPKAyO5y%2BW5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W%2FN6l54qOynCqD3DpWQ%2BmpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE%2B7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv%2F8lbTIkkYpqKM9VOhp65ktYk%2BQ46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI%2BejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5%2B7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu%2Bvtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%20format%28%27embedded%2Dopentype%27%29%2Curl%28data%3Aapplication%2Ffont%2Dwoff%3Bbase64%2Cd09GRgABAAAAAFuAAA8AAAAAsVwAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAABGRlRNAAABWAAAABwAAAAcbSqX3EdERUYAAAF0AAAAHwAAACABRAAET1MvMgAAAZQAAABFAAAAYGe5a4ljbWFwAAAB3AAAAsAAAAZy2q3jgWN2dCAAAAScAAAABAAAAAQAKAL4Z2FzcAAABKAAAAAIAAAACP%2F%2FAANnbHlmAAAEqAAATRcAAJSkfV3Cb2hlYWQAAFHAAAAANAAAADYFTS%2FYaGhlYQAAUfQAAAAcAAAAJApEBBFobXR4AABSEAAAAU8AAAN00scgYGxvY2EAAFNgAAACJwAAAjBv%2B5XObWF4cAAAVYgAAAAgAAAAIAFqANhuYW1lAABVqAAAAZ4AAAOisyygm3Bvc3QAAFdIAAAELQAACtG6o%2BU1d2ViZgAAW3gAAAAGAAAABsMYVFAAAAABAAAAAMw9os8AAAAA0HaBdQAAAADQdnOXeNpjYGRgYOADYgkGEGBiYGRgZBQDkixgHgMABUgASgB42mNgZulmnMDAysDCzMN0gYGBIQpCMy5hMGLaAeQDpRCACYkd6h3ux%2BDAoPD%2FP%2FOB%2FwJAdSIM1UBhRiQlCgyMADGWCwwAAAB42u2UP2hTQRzHf5ekaVPExv6JjW3fvTQ0sa3QLA5xylBLgyBx0gzSWEUaXbIoBBQyCQGHLqXUqYNdtIIgIg5FHJxEtwqtpbnfaV1E1KFaSvX5vVwGEbW6OPngk8%2FvvXfv7pt3v4SImojIDw6BViKxRgIVBaZwVdSv%2BxvXA%2BIuzqcog2cOkkvDNE8Lbqs74k64i%2B5Sf3u8Z2AnIRLbyVCyTflVSEXVoEqrrMqrgiqqsqqqWQ5xlAc5zWOc5TwXucxVnuE5HdQhHdFRHdNJndZZndeFLc%2FzsKJLQ%2FWV6BcrCdWkwspVKZVROaw0qUqqoqZZcJhdTnGGxznHBS5xhad5VhNWCuturBTXKZ3RObuS98pb9c57k6ql9rp2v1as5deb1r6s9q1GV2IrHSt73T631424YXzjgPwqt%2BRn%2BVG%2BlRvyirwsS%2FKCPCfPytPypDwhj8mjctRZd9acF86y89x55jxxHjkPnXstXfbt%2FpNjj%2FnwXW%2BcHa6%2FSYvZ7yEwbDYazDcIgoUGzY3h2HtqgUcs1AFPWKgTXrRQF7xkoQhRf7uF9hPFeyzUTTSwY6EoUUJY6AC8bSGMS4Ys1Au3WaiPSGGsMtkdGH2rzJgYHAaYjxIwQqtB1CnYkEZ9BM6ALOpROAfyqI%2FDBQudgidBETXuqRIooz4DV0AV9UV4GsyivkTEyMMmw1UYGdhkuAYjA5sMGMvIwCbDDRgZeAz1TXgcmDy3YeRhk%2BcOjCxsMjyAkYFNhscwMrDJ8BQ2886gXoaRhedQvyTSkDZ7uA6HLLQBI5vGntAbGHugTc53cMxC7%2BE4SKL%2BACOzNpk3YWTWJid%2BiRo5NXIKM3fBItAPW55FdJLY3FeHBDr90606JCIU9Jk%2BMs3%2FY%2F8L8jUq3y79bJ%2F0%2F%2BROoP4v9v%2F4%2Fmj%2Bi7HBXUd0%2FelU6IHfHt8Aj9EPGAAoAvgAAAAB%2F%2F8AAnjaxb0JfBvVtTA%2BdxaN1hltI1m2ZVuSJVneLVlSHCdy9oTEWchqtrBEJRAgCYEsQNhC2EsbWmpI2dqkQBoSYgKlpaQthVL0yusrpW77aEubfq%2Fly%2BujvJampSTW5Dvnzmi1E%2Bjr%2F%2F3%2BXmbu3Llz77nnbuece865DMu0MAy5jGtiOEZkOp8lTNeUwyLP%2FDH%2BrEH41ZTDHAtB5lkOowWMPiwayNiUwwTjE46AI5xwhFrINPXYn%2F7ENY0dbWHfZAiTZbL8ID%2FInAd5xz2NpIH4STpDGonHIJNE3OP1KG4ISaSNeBuITAyRLgIxoiEUhFAnmUpEiXSRSGqAQEw0kuyFUIb0k2gnGSApyBFi0il2SI5YLGb5MdFjXCey4mNHzQ7WwLGEdZiPPgYR64we8THZHAt%2BwnT84D%2Fx8YTpGPgheKH4CMEDVF9xBOIeP3EbQgGH29BGgpGkIxCMTCW9qUTA0Zsir%2BQUP1mt%2BP2KusevwIO6Bx%2FIaj8%2FOD5O0VNrZW2EsqZBWbO1skRiEKE0DdlKKaSVO5VAuRpqk8VQJAqY7ydxaK44YJvrO2EWjOoDBoFYzQbDNkON%2BUbiKoRkywMWWf1j4bEY2iIY1AeMgvmEz%2FkVo9v4FSc%2FaMZMrFbjl4zWLL0%2BY5FlyzNlEVYDudJohg8gPUP7kcB%2Fmn%2BG6cd%2B5PV4Q72dXCgocWJADBgUuDTwiXiGSyZo14HOEQ2lE6k0XDIEusexDzZOMXwt1Dutz%2BtqmxTvlskNWXXUQIbhaurum9GrePqm9Yaeabjkiqf%2BbUvzDOvb2Y1E%2BEX2DnemcTP%2FzLcuu7xjQXdAtjR0Lo5n4%2FHs%2FGtntMlysHt%2B29NXbH6se%2F%2FWbFcyu%2Br28H0MwzI30DYeYTLMXIA2EG8QlHpAsyS0EfEToR0a3utIxFPJ3kiIHCCrZ66b0e2xEmL1dM9YN%2FMwS5p01N5jMX%2FBLKt%2F1R83l0LyC29M6%2BiYxo%2FUNg%2FEF7c2WyyW5tYl8WnhWg2%2FhyySbD5UhnDyS7OcU0dnrFw%2BDfGdI7v4QfYIIzOMq9hFtY55gmvC7jZ2FK7sEdrn6IXBuucYhjsGdQ8z0yEbWkkczjjsE5hNAIZrPx2zOLZDmKNXcXtg7EMqidAEEWg%2BSJCBBNwxvxJfc%2FbZa%2BKKf%2BxoKZybnq5vaqpPTye7CiF%2BZFjxZ8%2F7Qij0hfOG%2FcowPA1rT1l4ymWnrKmxxqfErTVrpgwPlz1kC%2BOy8NMDz6c%2BIO38K%2Fx0xkPnLW8Kx6qGAoQdL%2BTD9V9rb%2B%2Fctn%2F%2Ftrxz8dUrZrD%2Fzk%2FferF0cNt1BzctmX2FZPXt%2FjnFCQNz4Ah%2FiKllGiCMs1w5Lkg0kiEwj6VTXCDKsX9rMpnvIj9pcDecXAIXMnqn2dTUbN6w0XQ9ue6FV%2FnnXCH7S3lPWGltVcLsH75ub3ab7A8M28caNrIeOr3o5Q0yFsYL80xaa0EY%2FUEczV7icUMY5pnelAkmUAXmHYjvFWFGxuqlSaow3OM%2B%2FiYY7%2Fl%2FhVELF4EjRqNR%2FbvRbOY%2BDUGzGR%2FOh3EqmE%2FugIQQguGt%2FeMYz%2F%2BL0cimjeZfQDI3phXMbMQsqH%2BCjwVz%2Fhf4idHovgVmB8gLvjbicDcC%2FNypP536E%2F9N%2FpuMibExdohBmNwyiaZdJGoigos7GpF222xrfnZhML%2F7Z%2BylaqP63Hr%2Bm7bdUkQ6%2F2cXqdfmvwixY%2Bs2ksXFeXcE%2BiX0Z%2BIow76DBNgjJ7TOdUK18iPsPflfQD%2BDPsZG2Aj9VmKMMJ4fYRrhIaxhTDR0Elh2vA6h%2FAE6xUb29mj3sjmL72petXjejPy%2Boel60M99tFduCI59N3221xe7apOvxs6aHs7vab1IqY2tv7q2xsHeHGml%2FcV06u%2F8S%2FxTjJ%2BJYc0bWEX0ukW6YmIbGkJRMdjJ9mYIH5QIdJF4hvRGyK7cC7ctImQRcUET99fGXOoft35GYLMQu%2Bg2smnkgZUrH8AL%2F9Si217IssJ916nv14ZrJrvdxLkQvrvtBcjgPC0NXOicO8Qf4mcxPqh3hgUw3DDfdvLJXngg7N3dN2zbPJSaed3OfZnMU7dvmznp3C3bruO%2BNmue0LFsy7S%2B6265%2BfCKFYdvvuW6vmlblnUI8xCXp37CrOZv4B9gauDBlYp7adcUXB5DNCwYImlXOJJKkAdvExXxVvKEYnCo%2B3eIskP9qrrfIYs71CccBjfXRC52udTHHdaP1A1ui%2FVvH1otbrLrpNXBsGX5B89QghDyimlvNB2KfkxZ5C9%2Fem3%2Bd1%2Bd%2F%2FIfFp2%2B2Oxn%2Fs%2B9n%2F79p39S3s8idN6g0yZObwJOgKUpNB3GyU0Ls0PbRzIRq4lcarLKOJBkLRzJQD4j2090XrbA7DW8K3jNF5hlGS5e4V2D17zgss4T20egOJte5iD0bReM9yjTxnQxCRj3c5kFzGJmGbNKmwGw39IJDJcXJZGMkaAB4jyJAKw0jt5IAuIE%2BA%2BU3cVAZZrq9zhDyBrU8oosuxcGNTzCKJfla7JjNVmuSb%2F%2BtuzN2H%2BX4vlB%2BPpdfMXXmuVsNiub1T34SFbjYw5itEvVi0K0Nt9pNJUMI7SLGRhf2xipfCYf8z5OdlGKayOucFeVPeS%2Fdbo3lBrbSMmwUiQN5%2Fed7g0Ds1s17IuZC5kNzM3MZ6EWCa0DtekdJfAxz%2BR%2FOX28sND7yRMTBcf%2B%2Bs8mQCQWHya4qBv%2FufeMoWyslPA9DtMxUknxkH%2FyfTnm2CMYzs%2BCq3r7PxY%2FMXomrvTEsRpfEGHa%2BWN8E1AHjElb7d06ddA7oK%2F%2B5Mdsv9EtPms0jv0Z5kf1FqPxWdFtfFr0kHfgDX0Y%2B5PRSG7RUj0tQr7rmfX8DH4G5W28kKeJLtmQsQkuwMP1pk16EV4sl7vrMJATfyUWo%2FGwEco4rh4XFQgaiUX9qxZHrMQqKnz%2Fc2d8b9TysYrAuXpP%2FRf%2FGr8b1qwwc5a%2BeuLa6S6sneNXToG2XrEJi4R5SGs8Sq2S3d97bsfCRaTdaLwKClRHt37mkudvXbjwVrLhuYeGhh56bvfQkHpk2CwvwClqgWwuBfndC3c8dwmstj81KkagcUgbfPY8Zje0W%2F82VPWJHmSq6pP8hPWpotc%2FEexDOK3qU%2BwngPhOCiO9MJRm8TJefjelrzoKnG2Bn%2B1NCUmPE4gHFmBN9jrTigRIpsACrc9Gstg58ULkp9467%2BGf%2FeFnD5%2F31lNrt2967dhrm7bzI%2BVT5m%2BfzKhvf2MzpICEm79Bopkn07lt1762adNr127LwVqQLdJ5%2BlpQDcvHPQtVY5knhYrK6q8%2FJsiP6EuhGZdFdaNszjvpqvc%2BPI0CdjN0AXsFOC3ZfALDJwr4q2Xq%2BGF%2BGNbsxUg5NLLIEXi8otcDQcUts0D8eQ1iVDRAMBTsYiNdRIxE09EIBJO9A2xqgERTaW86BUFn0OD2xFO97FAgFhF6OoQ7prYt4XwSeUgQHiJyDbeke9IdQntciLQ1FlJMaYcUNvZBg%2BFB1ubjlnRNvl3o6IEU2w7fdNPhm%2Fhh%2BFLysUu6%2B%2BDLHkOkrSHYEjH0tEPe7WdD3uyDgvAgK%2Fm4szFFR7ch0toUgBTdWHr7EpaWru6%2B6dmbbnqWEbV2EtxAsXiZAPTtGPSbHsotI2leoM8TePEqgSQprs7AGFf8kuOkPdZPXGb55POAW1d%2FjLST9v5YflasP6v%2FCO7%2BGNAPC2BMZWmsOjp2NNbfHwMCJD%2BLPVL%2BD%2FOYlWEEI%2F9jpPddOFkB5d1GSuKZYggmCCd7JUxD7EXAzxyirYnNDLdDZoFdx14kivkvGc3579Jm36reTTvDgBnaO6vzyQ6chQmlsMoIkIQ2%2BbBDWBud1Va4pcCn8CPqxlh%2FfgtG8IPaPH8C5wk6%2FnZDv69jurV5QhtwE0x2iqOsj9Mx8B9%2F0EaUdiPfOYYDCi%2Fq9jhWRuupMDEU0%2BCtX0sDFxv07T%2FK5niBPqN9%2BtQjgEc31NGCXFeMcCEuQBIc%2FBK4CO78u7EPYvl3yaEfK3vcb6qP1R2tI7vUjVDDUdKubsSrNjYKY1qBEa2P50SJoaXiksIoLiCwnxS6EBuBde87botNfdEWwYvF%2FR0%2Fu5yCqhGeEOR2ynSeyXjt6ka7neyye8kryBSWE52y%2BRBgogrXPZ8E1yIHoHIFUM%2BAbJhE7lbMtt8ApL%2BxmZW7PwbjAO0fAVoXQOuiSP%2FksIVdFZ0aulsamKUzwPZ%2FNYDMJRBPCxsBqLzqHyneXF6Ej9HlIFo7%2Bpg%2BjUb3unRmGpstGkm6etOuDBGA5wCMefp1gTHcdZlvPBXlOslvYTp1cd8UjYLVd%2FJ5awNrIOKLnIt9MD9qdrKrWCvA6ALm3QV9VrsPm60Q7%2BRHJHP%2B2hqfugo%2FMvI2H%2Fmqr4b9tFnKSRY1Y5Ek80Nm%2FWIhr1ikKnxGz9TWXrokf9xwujfvcOTtNTWnxd0F37Y2W79tteBqZ4G5qLCuomw%2BnSr28QESCRVLTyYKILGJOPfcnaIFOsewhRdvv%2BrWa%2FWih0vlbX6Zb75T5C0qNKVFvH1QL%2FvazSWgC2s6oWXXIuUxQelKiJbowuJDQViatLmLijg9CQBMg8WiPgiw3LEeYRmm5f%2BXdnvkDnxLLjMLxtvX74C3OlwPQqx4xwIdpPx38LrlDphiyWUWHWKAzzxurS%2FxTo%2BP5wGFak62ap1PVFFN4v%2Fy%2BxuR39WnIO7lsWfwgVsK17wxrs9K8ltIKuhkw7f%2F6dhK6gQokFKhWX3urrjk%2FrnI0pgfpGMeuQIUaEM7%2BGF5q2iMkCaMQwxxOzcvU0eXbsnS9XknXvP7Gtw5dwPXlFu2ecvSHEZgNDsU6x%2FGdXBYXyOQjzZReSedeEPY6nEv9gJR4oBQJtFO6Kd0fwC6BO4LNHDeBujB6dSNcUQC9zIv2LnAzGk99bUDrdFY%2B9yGFQtEo0GQPNv6vS2drj4%2B1jHbv3aJSMUWP%2BQTZrmbNTjU8wyG%2FiXNNpskybLcJ3CiTF5Ir%2BJYzmJwE0mSVhlxbtbmvweB3ulB6Til5UuUZydpgiFVeobhU0WaBqpJ198d%2B%2FXeNRTZ9%2F1OPfG7%2B2hwzd5W3D%2BhmyjsRcUg%2F%2BCavb%2B%2BVh2ls3L7zT%2FetOnHNxeerv313vzLVqPai4nJv%2BK1FC6040%2F4udw7sAb3laSg0XCkAAs0npBO6VJabS4Elk%2FU%2BD4gTXW%2Bj0wnrMlqNamq4tMIYB87tE10i0FR3LZNhJsb7%2FR561btmes8YBCRkhYNByRtKd55mqTas9FYhJnbRGHuOh3M4QTdgQSqmgRxuzGdSvZGcbMxNQGk5C3ebLjoXIOFM4l%2BWKHmLTJwRv9E8GWJ6dYvf%2FFmEyEGr%2Bgyrr1p5zrgkz0Cw2j94Hv8Jdx7dIVegBSNtgsqGsRQEYiIBoXwD0LNvQ5d7s5Z00QzwNhqZA0b%2BtMG1tQq5nd84uq8R0zPvX35G8uRaze4jcOHzz0w1%2BQ2BIRvf6J6Kgatnrbiem%2BCFvAxfkrndzD9MFPP1GWTUHclpASUkCNAQkpCCcCgDSUDAhDZ%2BCuEkgn8J7i9nMA7pA4lISappxILKfAeSAbIcSDuN2bJcfZILqeO5rLs0MnngSHYRdrHjmaz7JEsEPw51ZqDJDmUIOZIe34WaQeegNsJn1qz8AIpT3yCjyEih%2FxELkuJ0lEMYTLVCiWpo5oYMleMH6USyYJcD%2BuOe%2BkWKpn1Qns34iyYDjkSLvgnZXcgVQNeqINXr48m3iS7cjm8tedyY0f1QvTnHHdsrKby%2F%2BSSbPY8%2FNH6vpl%2FEsq3Ae4ZU1HC44KFiI9o7CEgab%2FRqHbj7s5KAg06s39ZP%2FzxI%2FmVuF%2FTbTSy%2B3Fb8If9%2Fcv7%2Bwt91yy8RfP1QXtW5RzQn7qIiZyuFM5QfJ5E9uVnqT85TanFx0lkP3ukBAMprvsRyi%2FC8NAJL1xbIIirSvnSj4O5netb4JxmNANHPssHAcHMHsFRgEug816gDBeMbdfiuRcghqYcm0%2BXxx%2F5IAEtN3fqFF3LzAXqwoT0PN0OVTNqxo8sxMkd5Ig6k79Zk7VxxX6gMLOZFQgvpW2RrMW1D0BDihaXQ9wVRoBxPLfpknmkeMtoB%2FqM9cRc9IqmMD2XUmdZ7GSRKPUZvChf8BoykriM2MnKYbOHX8R7cLdNCxSFFVQqoYswnlWtlFS2mNkhswVpZiQW1J%2FUKFfipHGlUkM6UKBhMz1istELIHJLMSctu3ugzfaVSOjKvUgc%2FTHK4Sdg2Wscz69leKIkkrwuuWiOe9yGYKQXRumkC3qbRcMwrvhjNXgdZk3RxAUEhuSPvn3nnd%2B%2BU%2F3vlVOmrJzCD8JLxV1OHRjrZifbcFDOuRNTGqdgQm1tSNJ2OcQ04YiEXuxtII1ECSQRoQGYioEsgCfchB4ghAtw7FfJre4WZ9hkVi9MtjuWqtdNDlpMrfEG9fOT6q21okg%2Be4As38MfGquNt7oUws6Ysarj1%2FefE%2Byst86YUVNvDdts3Pv5c8m%2FaP0C%2Bf8%2FQb%2BIMnGq09BgwN01oIOAnAdagI8mBSrqk1gxTDUBOtk2ousEtBH2z4Ir2d3f6k8PXXVlt2qN9RODxRuoJT%2Fv27wm09jRYVc%2Fe%2B%2Biyx2tyzJb%2Fn3J0htXP87eSsQaf2Ly0s6Zmxela88REy1cf4273mI3iXNJ7KxrZibOm9xm6rl4fqy%2Ft27smU8tOfdW2ucBzg2UfmOIVyLIl3kpYlwphDISTXJXsctmiDtN7fNV6zelgxwnWxsVr83Aj%2FS5ki1jL%2Fa0GC6%2B2L6Um%2BaoddlNFuj%2BbJ8mH%2FiaLh8I0%2FU51NspIEfq0dohwyFXKgm4NggwQ4rRhCOUFtxxo8XnitT4cnGfT93IS8FaT85XE3H5LMY4zIEPL1hw443wz%2B1UmhTJyJGxZzw%2BwsKkKZgUiVtKOKMEb2AKHTv61FNc01PQFwKnvsZ%2F9pPA4RKTASWahmh%2B8MxwzHxKy74IRn5LGRjsPUUwTu64UYNY38caqd7HKucZ%2FtHnODtENw%2F2UfHRMaq1UUPDJQ0OKkWCeet5fYOhII1VRz8%2B%2FElg5j4Gxur3J8o2PJ4rg%2B2d08T%2FfwEzSVbyZ9XPro95T477lRKqUSRXQnauHNsISAl27oWi6Fv9z48JMv8r%2FaMMj8onCP%2FDuDZOuN%2BGPPr%2F%2Bp7bx%2B7JlbYdppcNhzKU%2F1Px5aiaGDn%2Fs1iGMaBcleKUo%2Fv9rcxkZj7DBEKOfrayytXNLYiUdBY%2BpleQXdnscKlQcpzuWluxsieeyuXIK6SdxozitWyGOV3vOHHjguyCQ6fpIYy2JwvrQEF%2FQa9Pdf%2FQqOSqCiE%2FEE1%2FXIVKTc2tzWbHnimrEd%2BVyz311Ml3P0GVTj7PD5aDnsvCvH36alEaPMePcMegXs7x8igTu4B9v7G9vTHvhCu%2FkzIdx%2BBxC0ay9zRSvoS0F2lIxI%2BX7klU63I40gLQ3w5ep5na%2BSFnba3z5D64zv%2BQtM4n4ffG3tq4aNHGRfxgrXPMim%2B5487abL7xhdseIRn1KDl%2B7aINixdv0OD%2BJSPwKf5%2BxoP6aiTeQIDVlIhMcL1H5R9PYXvprs3fv2bO7MOplCmweuiq2JRZ1zz%2B9a%2Fv2PH1Hfz9236w%2BZrPXvWfAxlj4NLLHpq3c%2FPQ3uvmvbrjG7fe%2Bo2y%2FcLdtE6VUlXi0ASb1VLUBVSUWSU4HdvAraTyS8xzM8NxvxFkXV6pUVRiJwcgC5zEeht4rwcp7ki0k41G0qlQhG1Vzlq8alEmnFi58caB5Q9vn988MLhqyVlHvLEWjtQFeupdiocF%2FtkkOGPW2ibWaBTkeZ%2FdvPWazXfOnnvL6jkRXpi85sFzZt%2B55ZptW3bl1cCCHZPD06MhySha7UFzjcjbp8fOecFCirzAG%2FyVjBX6OFIaadSjQq1nNhyIe8tVbaaSdHlXIWKacMeuZA1uxS95zILhyrxAdsXTL6m7kNQlx2P9uZf2qhufePFFbpI6%2FOU0WcP99RrCsrwseVot5mtytpf6Y0gm9sdeyKnPQ7onyK4nXlR%2Frg7H95M1upzu89DH6pgUcikoiihJ6NJKmRxV1x%2BMJiOA3YwhDRQrWU0u%2F0rvq0VYXnyCwsLeTJYBq3dAtJDavuzyoVpzZ99Z0%2Ba0uoiFH%2FxcqgDR7rUFeOrUn6Cywb8ZeNMbhLV5ugP9l0zv9UN5b5mFkjzxUcpPJCn3V402pRxtJd2GrnLdhtVk9ZSZh9W91fCSH5B7ofxPiWL%2Bj3D%2FuwhBRdyAyozeZwvQzs79soi%2BBKSnafLviZCcfrpBpLyimfLfTyJtbyruIQKD01tUwJyKEo%2FybaxkSNFUMdMkhQoJyRBQFhnUkDQSXhTM%2B3NmY0EDM7ffLIjqWEGt8lCO6mLia3PukFnghosJD5p5SIho%2FVDkzQfLE%2BIrYoJXkD19pdP7OwG%2FvoIUtagiWiZ4PAFTHHlTVhRZ7dYmPar%2BNJ%2B8JhmR6DFK5DV1foHoLNO%2FpHrvZfmWZ15RQlwvoVDKhCWNK3CCch9lfFBuAqUgpFSShmNaPj%2Bi5%2B%2BWZfKeViJfW5HnUakVL4UCNVkA4%2BETfIqx4B5xSaP2L1yn0zn2ltPn4%2BOqZGmwwEVCaCSqG53ldtL1oLGAhdMLd09MpCCF6tD6ZnAZBY9hDaYsP0jzZ0j5ZjKsF4i1UmLuhbJMCnYJPt5VwFNvmZawXjEvLJqIH8STonZjq7BZ8gKgR20C9MDFqJAX1H64QW2NEup6qgzLP8cvppL%2FNNTOBTCJABOHeWoXzLhw4Wuy7gaBtjKr9kgKq8ZlRYBS32Lpxc8vIhpNDTfyNXWybMJbn2RyQ5EmWc2QF9wmSZ0KYCE%2BcPuYO6b15Uotj2Kd4MItLS7gtFbkTdrFND6pvEZqv5Yv7jXAus7Pg7avo7KDot50NX3CPkP%2BKps8J9%2F3mGQIteY%2FLGPC%2BL7872SPR2br5fy8MtKBMHedGuM28%2FMZmPJMrGgi3Gb1S%2BSi1%2FL%2FzrZwO9XH1ce%2Fz7ZQ1WSoY%2F%2BpMb5FT4ua0Wm%2BJf%2F298nFmChEQ%2BTi71est4mq9VYI6RsymoRJKYidElT2FGnDTZvqtfhGAFTbeqEw68GqtfmbVa%2F1IFO1%2FjdWr%2F8BDRRtQh9XNjubEm4aWVpVonpTGR7PVGc%2BKJNoBIWF7kYi4gUV3r1U6723i6TxUl3n3%2FtM27aZfKb7THiHW9VzFSwHJ05VfK6Ar7kaB0XgPPE0BSkSFKsBUpaLihEWoA9wBt8qirh2VSOkZwXEwyrxZ5jyt2rJmSo9gX7cg6jsEUGJU9z9xJPOEM3uQQxKgkh35DNATnVyrmJ3mbCNyIB%2Fyox4wH1bg2DwN7q9kov4pFqny8oSm3RQbGgJ1QQTs6ZMLilOVYJ9v6Wha3HcJ9jddsXp9YhGUXLXt%2FqMDnvLpPNTXfNa60z5%2FyjXQOMq%2BlNmwh5egpYrdfZQZV9rI47xlRkuyTjpzsmCBSWNkAXVoK8sgYWqQJWbo1RLo6QH0YW6pxqfCnRgkd%2BRiFjUQUQ7poIaYoakgXxwFd9BuuI38H1xBxXSFb%2FpBDIKQFn7YB3dB36l7sG1FLaKiBdp1KxLvfswap%2F30lnVESgNnvjbUoT6w9N%2BXoio0qcYOIM%2Bheg940YimsucQVvli9NEcft2UZwGQwLuilj1fFr1i3NP94X%2BPE7Hpvtj6lBJfJ4R6NvWiaL6MgzWHxiN66DExa%2BdAdAbMYX6HVF8A%2B7rjEZIXAVbDe7PVI9rmN69JOLV1DOSvRPxWNPZBZf%2FNf%2BNy65BhYxxxV%2B77XJ2wfQ389%2FIQPgajXbwMsuAz%2F0IaQcXJavKbRqR2IqyZruXjVC2%2Bhdee%2F5vdnYOedpmVtR3NGXldxSzDSIiBVpkGb9by89UpEPKrSLZmyFDzMab%2FwXl2CNe7s%2FqCtTvWgG5kpBmCBlSzDS%2Fr8N4uwBwohRW63JTS1y32f0TQsPfXVGEHQrV8%2FNCfiOUVirYcBbIeA2%2BiF68rQIo3B%2FS628vYESr79ehzS7Q9LEL9UXmik9XVHb1yBO3Ngvt5935%2Bk1efkV51mzzrM0LL3%2F20avnwMeKuWyOUZg2TasSqZ%2BKcZQiOn1Iu2Vh497ALUVZiCKt%2Fgh6IvTIj1ZLRjWAkpHKOKovNwp00eqPROiAbiNEKieXwMLcXhVJ1%2FuzmLP4tfxaHR59cBdJVG1kTAgl9ze9QKUEQ946Hkb%2BokJ5JRDyf54Axur1D%2BWS49cLr0tTPEu7UmXrxcSr3XNvumv4yXzInXKH4F7Tc7p17Zt%2Bt%2FqW2%2B93k063X7VW6lALxTY7i1nBXMxcxmzQbabxz%2BtJo%2BwijYaIGMNS8AoSMgAPt84DdHOoMPfjXhF%2BkuH1tZvuFQrRCN07xGcXRX9MYxYchDe5BcHj%2BZ4i%2B42WyPc8Xofi7bbZJN5nJLJ5qr6IqRtzqNlM17SpFsnkEyTWoABEjz4JXOQvzWYuwdnV5LNGOwTM5v9r4RpQ8ZXsYodks3o31JBlzbYtNotisnm22MxiwGFXam5oN1n0TA%2FhRvshvTSDwHff4nNzRo9Dum6PaJbMXzDz%2Bx%2BFkj4L4bFNBb1asqsgH7Dyh4DvbkPtf5yMDKzEwyoaESMSNS9P9gJVA3%2FRTlwoMwZvxECFWxIPNw9gi01nOHjP32esZTtmXHnxvZd8ZtakqQ7ekajbXetpNa6ocTVxJtY%2BuSe69OLz77zh5bDR3xjZMzUz6fxrz1nqrZGcHQHfPVefN%2BfiK86LeXj%2BSc5lPKy%2Bk%2FvCUI%2FDaLFYCWHr6nbXuILTIsb5imNKY%2FrCm28fSMxPhkN1XbNMNZGuqwOBhtTSxWuTk6bw0ZaG86b1hKddePOKuBvmiguYBn4T%2FyOqOyGRBt7bKUI1GjioBC8aUKwF7Q319UgcmtFGIzCJGBqwQij0ynDsfdFGc3TS3BlNfJ25xmzniMkpXXTPvCaD3ZaZvyzjmZdudBostmhb0ORZNN2sJBeed1HXkrUsywueQH%2BL0eCPxmsa5ZpgRJSDZ11yDv%2Bjmbd86vxZfc1WcZJ3UkMq1BOOOVtvu%2F%2BpB%2Ben186d3GTwWAw2jheaJs09%2F%2BLNfZft37DALyrNj1wABMuUKbODyTVnT%2FKYbJ3Tpq8IrNh92dkxOj5P%2FYpZx4%2FycyiVcDYdn4JbEoKdQi9054iBKsygLW46FRGxAb0NPNCm8BSNCPjoKcj6EAus4SuP3rB%2BcV99%2FeTF6294dA8%2BTK6v74MHVpYNRt%2FI30e8QGTOOdfGWzzxcy%2B87a7bLjw37rHw1nPzp0KyyRSeZO%2BQQhInt3dYgvycjrPOv%2BT8s1rptaP84VeywdWX2T4ysr0%2F7TLIs6%2Bx9zib56ye1dM9e%2FXsZmePY3NDs9zlnNVt4%2BWgHJbbz3Livg4P9WWgviOMm4kCRT6I8vw0NbUUEnFvOuFKoxQW1gTsvFirsF5pb7qTUCx4i7VmtToveaDxvK9uOaedVvPRpVOnNz0Q6bry7uiSdQ8t7Vy4JQKVS%2BXPplV2ts4bvCwZu%2BKzgITtxepaPRzWdpv74muvv6RO0SorX6cu%2FdqKn%2FXWnrtp%2FZragz13DUCl5myiFW2Ycvb0PtsXnU%2Btx8pvLFbUspLX68mdegwmOif%2FNPDONajTGoUh6tU56HBJCTBASVvNUB5VIiKpc9kd7kludodSFz7xQbiOmMk5dOYk56gzL6uaf7N8a6MQOHm0ae6snZpFDfuT3%2FjdYzjzwkXXIVHoXNuCfQslQZqBZjTsoHMqrkE4jaYdgkGz2ATOgB3cPkSukD01DnV3ttb1wx%2B6arPqbkcNAHoFPzKUUQ%2BqL0k97pjbZv1I%2FegC9zTFbrrlFpNdmea%2BgIgfWW3wqkcis8ky5FAcRd1If5nNZrl2FFpungc8wpoCl1BpQV%2FScS%2BzjlASyUTVv%2FAJ46gkJI4bHX4lTnloctxPZE1ckS3%2BjG2fKIjkQFyzuo8jvYQG1OrGvJPSTu%2FnSp9PHNTl4z5hK%2F8gtXVKF6gEKiglgcKiRlCESsQCV5QIlKWKpr34lt%2FwkSx%2FJCmP5%2FcBKQfl%2F5gd%2BrOS%2F%2Bp91%2F%2BYCg5CXK2W4M9fu%2B%2F6xxX%2BvnelVuldIDCG0VQTpU9Dw4pRfei%2B6zWx0MLie0gPbyrkmRU7OwT16JGeyXLHqOLqAfVN1GPlBzWtFNzj0TRTCjogtP1NjIvu5habN5Aoa1k66wGpqriVetJgiGdwDZtKhnN0y4n9sXYnsqGmZfDSR15%2B5NLBlhoDaedEm7sxmpqRija6ZEEg2EAnTiAC8IrmFbGz1q08P9PSkjl%2F5bqzYqT9hMmptEXDgTqP3Wiye%2BsD4Wir4jCeoHbbp5hRfpB7BakUIppIlPCD30dR1GtslDz8OsqbXmejFC%2Fv8wu5X2myq7SJ8Avzv9DFUJySf5uNvq4%2BTi7W9D%2FOZrLChdwxmPNiBRqVjnpK%2FaGxRCDspVYKAW9AN1JANoo8wP4BJUlGqdgw6m1qPQ2QW3%2BOfU5%2FieLS%2FNuKpDU3uf8bcAXyBal5jMR2NEAbPAZt0K3hvxHBEDlUxfIGcD%2BN2gNSNx36nfqlAYow0puatNpRz0e4W2oahKzQHsjf2c16ad%2F3t2KTtPobnX6D8C8pd0MDP%2BKx7wnXqGGlLQcvikMErm6TmfsuxJXbSAxqNjOogJLQBLiKEHAE%2BJGTS3JoEhTrz8%2FCB%2B5YlupJ58aOat8Kv4JvregxwcU5Cp8GFAFm1FyOfto6GS2m1NGTS6CPNKkbsTdCBlnN9onMho55BX8IJZtEQ35lk%2BhtwN5A0V3RCPoD%2FyXAcv6pAtbZczRUA64JmcUf4q7Q89ZHLeJVZ5D1Ps%2Ft%2B0iCT3AHVtZC7JDCXfR7OSb%2FXja5H3zQbZL1B%2BULX1BMTEk3AseSpmnKEK4T9ekMIidUCRQFfcbj7z8gNLvzF7mbhQN8h6ZbRset%2BnQWdS%2FZX3k7WpS8P9sfo0iGS64wV516pOhjI6TZ2dApgI5%2BLhxywYoWxKUrykKJsIoDsR4mSrCTg0egMPnLW%2F3Q5Nn8BZEuzqEI7HK3n0%2BzFmuO3TtWQ5WJoG9YqCD6Gc32SxnbnVPfsxvrFXK2dILl7bLthDp6glhcsfp4bYvbSmj%2FmQ94uBTw0E73x2jbNRCvC6VL6GCFDwU7eWQDcC5FY5s0slieRDwtAbRsbLXbaXAuu14e2OJw1dc6jQ3ZdY8v7rv2%2FBWZLqvFWVvvcmwZkK9f5jS4muO9yR5res4kfkRxhV03L1RfPOiPtYi8pd7jNEsOpyTwxpaY%2FyCZu%2FAmd5Or9uS3DYaeqVOhH7gZN%2F8I%2Fwi1fEuLXvyNivibjuKvN%2B1Nc01HF%2F3h%2Bef%2FsOhox8MPd5SFucPjorQwXT%2BytA8EmA5mamHNFDVhBI5pjZbQpugBNkO8MvRub8KVDKST1Wag7D3xlin1ZF7LFP%2F79nbvCXFOY%2BPUjrT7%2FotsPXXZ4exdPzuhZuL5LUXVAn7k7PbhG89uz3b41X01gbjP1xwlu5rrvvf9%2Bpbs6E%2FVu7Nk642%2FPYRaAiUBdrmO6CDTBLPQFA1ur0uXoBR1INDMkypKpoTqnSMx5GiEdTEaSHLs0Alvu%2F19%2F5QW9Rv1U1ridT22i%2B53pzumbs%2BXFFXYC%2B%2BCGsTj5JUT%2FGCgRt3n78i2n71FHG4%2Fu6X%2B%2B9%2Braya7os3ZbDmgWfXun44e%2Bu2NZKuGZ0HiF8M4TlMPR%2BEU6rPKRJ8wOU2RFUFLex3egEsz3YqEAq0cqhAAW19dBZIlVzR61tuIdTnpXH7l%2BuXrbjPUyep%2B8cl6aXKWhPHpDcXl9KiTWDNr4mBQc8Tq%2BNzK%2FOKSbsfl79o9G20R%2BbrBXYvUg0rLHhtrc4TN81TTOWSZ0gL1ZVlOYH2ery%2F7XVUjFMbzYpg7UswcqJPQwBd0LKLabJ8IaCr2otcjSkIrGwootKECaUd4XH1%2BSdazRrfddkBU98t1htvWrbjqSqjaCguxrffM%2F5zDCpBALUycmajhd%2BR6ww4SWafuZ5eU%2BtPid4lgd3gt%2Bb%2FY9rQoZNmiXYPXyRHbRs8zX%2Ff4WIFjWZJtUdSD55AP3xtXH%2BZipC0EqdBGDA4CoYEU6gRLGPU11QhkLTBiEYPiqOeQgwTCl9aok1Qr5pFf71qEeNxjy%2F8F0GoqYPv75Yh9j3x4DuJ%2BuEzHRpAq2lMqb%2BqfTdiq6kGtzfOWsv0c7lSeMXDHBDe1MT%2BLUgx0Pg%2Fp87u2UicdIvqQi8DkxhcUwUXCedMpb4NQjwY3npTmgsURJavLwCRyEcN2HfWsDVGfv%2Fu9ZUWUx%2BPYFueUKwaNvbtu%2BXps3eVWbN1GcgVrdMnWJ7WmJz9SD66EBidag0NF1Ukep0t5A7sFCWdhzvYwHv6L%2FBehXuHqfaBwBEU7hfVLcXvS4VQv%2BT%2FvaSIl7cbeMc7ekv9i8S3e1L5xxpvMGcu1EYPbKyCiijjGXcDKckm43PqU2qNWlXusZMiqF82cuVzolUHN9NNR0HZPxFPV9V0wLtvq%2Bk4DqOwVWDlzuQLVdqFiP08cRX7aRlBVfR8cb55bWe5LExnlcsDp1vAP8Q9BucPMk1Ulh4GnN0SAdxcNHv3q9ohx1Ati4S%2FtkWjIDe3hQdkUGrGRaFBiUdiTSkI41UkMuuQHP%2BEaSQYlPQTFWJF03BNPpTu5KFAdkWgDukzsZKMG0Q1TAQQglScOaP%2FdsZ8%2BfP75D%2F9Uu5Gs3FY%2F2SxPld0DHOciXI9gqjcEidXjE%2B3BLosy0OcX3T7O5g65ROGyzQ2BZs7WbZVnO5ydLe32hMwTQ4wnnKXW6XW5LAa7oaXOIHoUl0FgLQLH2by8wSTWeAx2Y5PDazK3BqZbeJZwXGPaYhX87ZNszoDdaRxotXO1nNlpdvAPFWHDm8PqEE0sZxDEqGzxisFNnuCWetPcGrObN0p23tTZwMuRVodSV8%2BLTrOV3eRvzjQZiSjaLYS1WEJe0kNsJlZu9LFun7%2B%2BwW4gRDRbaxw2nrOGm%2BxOj9cmtbp9ZqeTM1m8UXfQQCSTVSQox6pvtjot%2FFpHvIUjJovFEoYvHYV9C5Y%2FxN9OfcalvII37UEhTbTg%2FAQIaPb4Vz6j5u8%2FaViycMod%2FfkDcpu8QZbZoeBi%2FvbzP3XPsZvOubMtaPHkD9jt6%2BU2O7vqU%2F9C9SMvgrXpQNG%2FE0oJxun%2BCiElUa0IKQSUwERxOntKSV7ekcuh9VBZBBo3VUcB58ofKBHCwLyf9qFosz9Ibf8dGqwaBMjRig4SGOZ2UkWI7UiO9OfUPdxOYFApUZyfpY7mgEc5rtNGGk2H1lPhAk1Hp%2FVAMqQEHEUfEYkkUQq1JMdzsX7kklRrTrUi1wMcDjmu1YYfATj7Y%2BpGpPEBXuoQIj8rR9mgCl4C9yqmF7xnVWxGVniNqtpVmXBvQ6iwni5YQ8a1jYrXtc2J13HvgkvqWxuva1sbr%2BP2S5ceKGyBwDv2DbrToe1u6BkAJV7xnVLUaq0sJB8pFqcUIPi3yuwxi4JuLr%2BP30f3OkPQ72aO0xYo3%2FEsmO3QO5qEF8S0qQH0UsKXv0brnl9%2B8M7jF174%2BDsfvPOl1au%2FRL5%2F9DsbNnwHL2pHR1NTRxMZhJtHktOOxLxErPF6YlLvpC9YP73x%2B4ofw%2B3xVdrHcDE0dQQCmCRgvt9b35xINDf1CDcRSfJ%2BpYl%2BSf8YcurfmXP5F%2Fkj6J82jNsrkWiEuhVlgFfyNkB3S5MUzLhoNiwSCYcxQ7Ui4J0Xh7fmqRbaPa1tzujxkBRlsEHy0%2FOM4pYLPb7g9O6BQJN6l9zQ0OGyCaZz0vMTbHOzXfQ7a2tsterTcqxeInODoemdktw%2B1SbVhKwtW9ffe8VKadK0OVuC3bWzyKm5LeddsWTeorWyY9IMtUFutdu5g%2BRn533qkocdvLs2HmhU75br%2FMmWtD8zA3OP2t1ea636jEzqYxJZGAwFiDEd61oTsrRuW3%2F3pYNi3bS%2BRd%2BGjOfVpAPNd6y64Gsz1GaZleWIPoYL%2Fv9mTeQBENVEguiF1aC4YeXxFETw6QyPfn0m9g8IrMFAvKM1EI11DARnbqibHk%2FIojy5rSdgCyZi06y8sS024PeuO4MfwQ5Y9yKRZCqyYaF30vzeHlmUprR21tR0t0yz8KZY66zWuGvxVQB%2F36kP%2BK38t2Hu6NQ9SFJfw0AdpqPEK2qTMpf2VCqJwqPoJezTL824b8akoL%2Bx03nhh%2BoNo5e77psxg9Q5LzebIKD%2BfsY34f2MtB9fk9v5b8PT6tYrgv4kRPwd0q9z3gdJSJ0653KjCYPwCaR5aUY63eW48O%2Fkdo33yxX9wCiMv2QTrk8eGSI6Ag6moG9t2P%2FF7GRNlDjl0gw7pJ5aOXXqyqn8SENnXBmbSwUYLyqJjv3UmY1nKr4t80no0faXsaIEiF%2FBRaIBnItSce4OUif7W6Vm9T9H1X9Vj71BEm%2BRdmIJQST%2FZfVdudUvh9S%2FqqNvqT98g9SQ3lHibZY0mRVHooyDN%2FFHmTgzjdozKw28NwQ0hwN6BCoPKaEk3YtKwNhwRLXuk076CGoZNXDQcRwZvreTZY9EZi%2Bd0s4%2Bztv8iei04JQl6ZbDD2eHV7X4uHuFVfPrOmcs6m6Kr7hssr%2B1VZFcEZ%2FPdJkn1hOs8SXS%2FNFFgqt94PIZzZ3tdaL6Q5vo6piSzdy737pwsX1VyxUrF15iJ4uNkq%2Brbyg1Z%2BO8VsNC1UmcvORPRfxtPrfRwL2p%2FoA1eZp6Z%2FaGffoewaXcA%2FxBlKlQLfhQL%2FoPgBGP3qsA7IQS8qDVNswHKRSheDUvA3Q7MZoRcJMxlEygujn1QdyzfPfq3dEp%2FbXh5e5YXW2Ngfvza0ZF6UgFL%2FE0fTq4LBlvTE2qb%2FKuuzYSXVnjTfM1osvqMHVbm9950quIZlbqaL6YP7jk3kUtA0GnX2nvq53f3WoSsvEdDRnULgo2fN7lNZJgI8%2FVWi33c3bBZnGY05%2Bdm%2B3qc7fNmj4YGKLj2nfqFP%2Bg7jdDlxEV5XsJQZP6hYrS1l0VQr4c69Xueixp90gnZPmE5OF22j%2BSYEWHlZ0K%2FHgsh%2FZtsbh6h2DNRlvv6jJh9XaJaHCZDiUDKNTMkvb8vsqCyf3ZNdSmO0fa0Y4baJTtpbKzuVzeeSI7fCKr2Z0WypapnXJ4gnoWy3PoUIlIQ1TXdqhQJIXp9Wx5fYdpeWh2TY5D%2BYVyKd0jw3iumwi%2FBC3cEy4o83QlZnW79MrCgCjbhWXBlRZVVZZv4rIKpXC01HFlHdHLoeWVl6UVc%2FJ5uGm6CViW5mulYMk%2BHqNYr0AyUPivLg2oMs2MPqtuhHyRyiwvNJej1Br%2BfcLyoAyu8D9B7bgmzUqfFobF5nKnK4%2Bt8MPJkI%2FxHUNWk117jugWF%2BxazTAALQn6%2BUE9lhoI5ApGA%2FiuJOsrlNP28SVVuBVajXmircLel46w2bJS1Q0Ft0KDuikDFL%2F3pYrid1Q4FvofwRIo4R9h2ftSwc6jHAMqLcCql8YPHtlzGoByNXYN6v8hXnRaOhUvx0sVLCexwupGDR4NOYC7PePa5keIPACnuAdD7dEadRuTIiS6Lb7uskb381My5yjzF8lGCjBRqdwrWJCagfB3yCy7XT1i92hbcZ5Ci1FJkgYMDf6n%2BjspIsHFjJrTOdzSMuOa9DbDcj%2FnH9N9bIoGVgzHPWIQuFuYtaMRaq8eCKI0gEF6lPOZjBz3EEvaaxwSUT9U%2F8JbJZPJJLBLolH1La%2FRbF9AbC8JJjv%2FmMnssKjLRBJyqj9QXxNko0Ux%2FX79epfiXkm6fmKwF%2Fen1HLc6LxloXWKvGa5rVCVL83VuiPcDEX%2FK5pTXOxHfx6HHB0t2FI0qI2rCZFTrvPWU67zVuS%2FkTsLnc7IKhFg30e4FOkqNSfH5PtkmUy6Cpiv%2F36k2sbqCeCFNa%2BURpoY0sZoYmCgCr3qgZz6s8I0gP1bYiR%2BD79H56NOz0EVWCTy2%2FfffvSCCx59W7uRV9995eqrX8GLesOXNm360iZ%2BT%2FEl3uZqL%2BFyzSZ8XxpTiI%2FG0nkT4zznFZ0t4ipMz5v4q9ssqbdKUZt6u82knPCrt6PZwsnn0XySVnyPR1ZXAn72yx48bWJsu7apnI3Hy8bygUK5Js32qcytapqgmn95uexccj205vGgJ%2BeuOeG2SORmKZr%2FqKzcx9SFctMJdwMUFZDJITs7dnOp1EKZCxg304Cevyfya%2BvlKqv6aXK1qIj3imL%2BL6hL%2ByvUlFfE0VKZ7E8gBY3M%2F8VoJCFgizH1W6VyC76nH6b7jiibYVxUmVIEspry%2FLgZIlCeP11Z4zs%2FAwvVwtGFEut5S1JY4lfyT0N%2FevOLo%2BrUEgjcqc9IkGpQbv3iW7Co5b%2BKgjvpzYdH85PLcc4X21ouwEGl%2FS4qnUAvoSlXUUhR1eKr2VWFTB%2BGMl6FsiQsVD1R3urlAAIoSn7JQkmiVVCHSpCwDH%2FqPepXQ0Db77CJOAImohB%2BRPWr31ev5g%2FkE%2BzTa4lbvZo8xdWPffQu9yJTPCNB66s%2BzXoJt%2F0L6hSoCuBIoK8fnBGG87OoRckJpLqyWe4YbpGi50g0%2B3I3UD85Oa0fzubfoXxPLbW3FDWzigmyJeM0tQkax7PqTy80%2BUxfUHPlBZIRVNQ%2Bv0xRm8REKPoLmNr0%2BUo48v9GFbXPKylqQ2IKm00QddgyWGMROCTxdLB9nCY8P7j2DjlsV%2F%2Bmfr0C0r%2FNkeXbbpPlOTBBwT0mVz1zx9S%2FwJecBF9Wgv3p032iP2v4VSgfgW2G%2BHUEdEXU6iq4CtpLJfIN9XQG8dwa1VoO8XC2SrPDDyCOQptXgbcPvlAgBfxBoGwftQKeKFrNTASPt3pGGqDt%2FQRasn2kri%2BH6L80MJRsmVYJrAKyDItpJUy3%2F15WYIJqcJ9Q5N%2FLFJ4c3dc1URpWl9hW6mu50MUIelg4ucTPf15zs5DFo1c0VSp1tKB9jkwIyuM45kb%2BIP8gHed%2B6jO3v0KbIknzLy636E8KPTdCuUpB0wLo9JKnAO6pv0vS31EtBha%2FfJemkgLVVnd8KCk4qBTpQ5m7FbifBKrPJcq0pZAFVG%2FXbOFz%2BTcq2MLrcmV28Nmi%2FOHskh82bau0k8eWCaPijQPWQ5lUvslwVCfHkXBMIehqUgtDNLeauH1huvZTbYmw%2BluPjyWoNGEuxRLR7LK5fSyXFUyK7PURQv2v8D3XOt2NJ6liBbmPGOsakw1kbeOs%2B31Wm5qpH%2BiJWSzqdPr2O7zc2TmtnrzCig6bBd%2FvgQmzOlz0STWIlmZEQfupogOZFHUZ7EkUnMn0RrpIMqAgHRJAOjIJ3yGw1I%2FMAp9q9S3Q%2FclADNm1wEeO%2Bxbwg5OIYHZLY3ehG5lJk2xhco%2B6JWybpEVz2wrR6hZyD0QXZbeDVB%2BonmlimpkWprdAs4WEZDSQppsDlcdCBJJESIYFuAtUnC4GIF2C3Uu2Kv7L1bdz6FxtqxpG4TqQOqOUNAJ2HLvPWA2GgDy4O4vaDrtyl6P%2B1fAll%2BSyFcQ28GHqh7fvvf37udylf0fNwhzgz87Y%2Bcf5x9GnF6ygHu18sAbipWeF0YPBgp2GaKeQduxxdEr3SgbH1kvH7tvqSLhedomOvZyts2dw8acu3dY%2Ff%2BucuMtCuP%2Fe4zC4XnH3OLZ8ZuxTWxy8dJfU5dhDeKPSlJy5pn%2F%2B7u3XrJhmr9C5CuleGflGQocKnlAUaRKp0BAHV0ZwUt9VCqk6zYOgRIuMfePJzdmBdpPJ7%2F6B23%2Bf%2Bsp9NMDZevovvfYHG5dGPISQq1DojqNckchVrCcCYz%2FQ0hI0m3NKDRfkgsrnamo%2Bp0CAq1FyvC3a3Nak%2Fs5VX282x9Ufy3E39VAx6o7LpCvO2wK%2Bch9jNqpJCutcIOooKnYWtDK8gTRVYygRQfwgzKM5%2BjP2jOZdx3r32Py7rQUPOzAnoRs95NvRAR0qLGU11Taqu1bUYSzMcWjMEir067JQQHfIrLBHsrgv00%2FWavd8HRLMEEYFSW3HCSNQehnrHztKqHcDyo4VfZ6gPKCR%2BgufwA8GegxUEo4A%2Bgd0BASHiH6jYMLIsUdQJTs%2FC641KN4oCHWolCMLlMfIdtWKScjx7SM5LD9HnfmhrGI0S139UWfUnxgOXdJFW%2BAMcGjKr6eHAttHF5sUoeArYKDcxMSYcKA%2FxUDhPiEOEAPafSIUFArN0r24ynI91EPARDXvIDYyvqZaWeroBOUABQA%2FE%2BDXC7PWafDLQY2oiwpUEyj4RQtVlUp1GrM7In2p2A7VuiOW6otMiGOo5Mrp05ejVuTy6dNX%2Fk%2F7mybZQ0nUmfrbx3U4KueDnlHm5wdh8FFeKnoaKKh%2FTK18StOPhwG9Xo5mqXAxvw%2F79YQwwDR%2BnAKQQ4izVXioB84qcppWB7IqjU45z4CE17OvF1Dw%2BoTFqxtz8dxwtogBnF9MjIl%2Fin%2BK8s3hM9laIn0TiCbTAXL0T798bPXqx36p3chrv0O%2BGC9Xaj48Ecv8U8UEeBvUEsDlTepiU5OvlpeNGvpnKF0RvUooWhIjnx6GeBapXCQYTw9DNg6%2FOC3gZjp76oNTj9Kz6Jqobxb9NDqc08vcKReOpcsQV2K8InXFaXW3aI6Ofr1k48rp7CX7rx%2Bv1UKPsfvzQU0Kc83i2VdILmd2%2FyX55zT9luN2%2BCu4nKfwPcK%2FCvDVU%2BpHh8%2BLaldIf1fA5h3ndT6Fln9%2FW%2F9Ce1vndfvJtnPVO2xhm3qbafHVCN1X363UXHq9xuVD8OSD29Z8pZ5cZrern9cAdGW%2Fuib%2Fud%2BVK0L9a42r6C90kL8KzxwLQw9NkIQJL0ASU8M%2BVG0KsUdgdvpgP%2F6NqqP0%2FgHZFUfGEijZLHpiIgvV5%2FBltrj8Qd7XQd5p4P%2B7tJo30NMO6VGBwahSPMYiaaBYoLY6uEnciyhhh1Z%2FvvacG%2Frjpsvnpzs0B1Id6fmX8119l88XnOxe%2FuGrzzHcdu7UtY3%2B2vmXN5zUyj3ZcPl8p1sZSs6%2FnGXtwrV7Ka0XZdz83fwjjINpZWYw85lL8BRK4nGyIir2RiOsEyipuEcIakpGjWgBjLiHWOgj0Yi34gW1kKPxHt2Na5q%2Blwg1RdRSpFDNzosb44YJXnAfoEOpZW%2F%2F6u1lhYA6leevezbI26zNHO811M2dc5HFxpk4i1jPC0s21%2FBWW5DnPQbn2X1WK43%2FaM2n18DfSoybbNHijFpamzXI31eRibGUOxSu%2FlT96YZlq1Yt20DaSBuG6knw2eusHs5EPBfNmVvHKdaQzcDfz9ZsXmLDWGXy2U5OsYSsIn8CS12jQIyD12KKqZrLPy7mSPdICmd6WGHG8NDZkkHuE4h9TU8FpmUO%2FVjC%2FEinToFyoNDz2p9XD6g78WgQdPG7Z3R0T%2FZ5dTM9lsL8Ktek7szl2L%2BgQwGgwkZHc2g5Su7NvVqwGy2Ua4KSXUwt1X4PaM5paaEu6jQ5zVFyNabxvUksVt2T%2F4VeamYPlLtffdQsk%2B2sUTY%2FzDXl%2F05W53%2FBz9UK3p7LjapZ2ZxOm%2BUlZXrL3HHGqO8%2BwVroDaCTTnTxitMxmiAAYQzVJQH%2Bnj3oIHnPaN6Zq6sNSLjBl8tKgVr2mj%2F9CWi9dnKca8rBQBsd5R1tzVlgrl5pbnPw6kZclCr2CHxMnHohLz%2B3KRQokzALyeIKFU1TNCiayJdoHvDYe7K6mZLm8S3uJ9dojuaJ62%2FqN%2FtjQxnSnhnKPw%2BLNrLi8ZKyJ3x1YhiI1aNAtP6NzCGzYv3DmaGh%2FLvQZnt0evgIhTFV0kE%2FPYxAnOHhCQUZdCWY5JWJwMzlAGl1mpNbDU7yyGnhRMILsYhH3VRAijrPcBU8%2FCj1Y9NY6cnGVW0CjTLaz7E3epvaT%2FLtTV72Rs%2B0WVVmd0dz%2FMGTI5F0OsIviaqDlbbO5X6xT3PeXbXHRtf%2Fz%2Bfdka%2BeKPr8KF7IF4vBsT9MFPuPJMBTBMq9hQxXelQ%2Bbewnf18ap4Ib%2BmSMrtDU5zqlD8QANa5MBGh%2FOwOvSDfcV2d66mfEWsbGWmIz6nsyZDWQSmqmxDneYyvjHPmRXHZxeueyRGLZzvRioKnGto9nIPkibAJA16adcOZRQr1iAP3bUyBR7T4RgAWTKxhkCYFwshq%2B7iV9r0whk50cmRcTg4fy5x4OmmNkHndIA2%2BYuMbmE9dwGYB4KFTsvnDE6Ah47r%2FfE3AYI%2BoXADpkdlENcZ8OZEEf8FFGZNxMs6ZLpG3SUFLL7Q2kcFU%2FA%2FJsw%2BvWDa%2F7emewLaoeibaF1B9qUNnuqWK3%2BUfXYVL1v%2FomD15xxeDkPnXTOKSVcCbDGtOu0YQNpGAP7U1HU58UrqGu8xIbHtkQ3LVhb7Dx46ET3Ffcm1q0YcOizNmf3bC3VjWfAcpSv3MyTlgJ23FHQgmgvk%2Bgk8pL0mcCDOn08MDAQlf%2B%2FSlTZ1z12fnqntOhbOTL9%2FZdevbAPN%2Byby1f%2FuUtC%2Fixm8ZBo59LTXEW060hGrTDplNprWd58fwB%2Fb%2FE27BdS%2Fs7U%2BrGVCeQ46nzaw9QccnmZerGZZs3Yw9aVHt%2BKh6HN4ti6lxIhT%2FwahnZtWwzlY9QHQ2c79C%2BdxzvVDKy8GqKWQERO9YAKbpsDUTLdWV5dE8PVPjvj9pqw7ah%2FPFVtkit7aj6G5xY9mfJrCz1j1e0BcnPol4UjtrCdbahIVtd2HaURujnFJR8CuOuUUfhrGhgKKgjCYNSvCc1WKlEp8wHUaAYynFNyzZn%2B2MnYv36dbMDBTonl%2FT%2Fma5IKAyEGz%2B4eRnVtaX6tss2o34u8mWorFtuFgm4A6qK%2Fyp%2FgLEBVat5WnPDdKA574ubuFJ%2FIUfZ%2FY2Nt6mN%2BZNNTSTaeI56gKwkXerTe9DDHUw8%2FH35FY3nNN7GGuBKWhrV9ep%2B0k1WjNWVaHkW1yA%2BQHWNu8rtBw2a5YXuE40rs7%2FGA%2Bj09V3hA98yRnFPOGr8ltGlsFdD%2F7tRce3LH6Trcneuiy7K7J3khKu%2B3qUaXPWaX7T6%2FKfj9BX2eZq2XAcZT79u1ClJzUtHUqfqSMWBcZS43Ena0cUGLgpkKxB1QM%2B0Fxz10wgg6r5rltnFpH05pepUq3Y2HfYqeKRntmUFNz%2BXmcOs1H31U6cC6RTVLfCg7RNBF1UF2%2FwBgu0fFQtPEU1sSg3VcNsR7dWq3af87tUFn1l3ltXpaJxpNvtcZkH2WmMst3JqRpxUH%2BWC0E1qOGtP66s1MYv%2BVLu8%2FXFXvV%2FZbunYYBeVN64ls0ur6NzpV9xzlmQwB5qC4Tq70WC0tk8dWJXeHvkD0h9zJOM0vD86%2F1NJMaIAolctvlByferCsqOKDKceOfUu1PsmoFCamV5mCrMUOCi6V6FJosMF22AcrKJgQDVhfYh6tepp%2FlYgvnCEAbJQ1L0rOpajEmRcasMiPfxhgGoVo4rwreQpV6fUJHH2e8fa1s2c13Apl1b89a58ozdoap2sjgLN9uISl7P1DrulyeIkt0zr6JjWocoPOZsaXPb6jtqBblsgsaRre2xHi4nELm0MhG1%2Bx1SXwLpFi53b%2BaHRYo%2FIrbZtuWAKu5cSEXfybnnmUCaXGTpQr0xK2O2WWY76f%2BnAjNVf7nCZHU5XqIkTnpt6VtvsFlPXg1031g%2FVRdpkkyVpD7jnmax88QwDvg%2F66NnMRdRXTcGTmQc3cuINwN5IQqi0yzb%2BYFVHuVqI5s4ADfg5oE4ybDLd28mFSFmYvRoomsWXEdLU2Wl3GJy93ZNb%2Fd5gqmNaqJZSO1l6PVRy0nZIj%2F45EetjLguh1rLqR%2BSK0hO6NrsqcNX8zoUdjQYDJ7tb4os6%2Bi%2BY0qpY2AWlnLRDWdGFTfGY1gV0zNAtJ7pdo24se0D88AwLY%2FgZmE9iuP4V5v7CSR%2FRThaHLh%2BUeBkXwU6BC7lGOevK65udTv%2BtS%2FPfW7qj3ljTcj3b9OkbV85t8xsMj7Ddj7DGpthZKwKPvso%2Fc%2F1K9aLE12fMWLV1y1D9ua8lyJdWXr%2FbG%2BnoCFutf%2FmLILe39ITUV4igr3876fpX5g2zeB52sWnIL4fXHlgeUzOx5QfIvJQyrKQE9wHUqVq%2BPEaOrz0wVvNbJZVSfsuMzxN4l9PkedFzw9V5Dj%2BnzpgoT4ZxCxJfC5RWLc74YVHxKlExCYt0JAOMatREhHBSCAtSfod6x6Ls8HCWECLwXZ9nd5Dz1T24JUdWs6fU3%2B%2BfcnT49Qe%2BkBs%2BwdsMZgPXMp3U5S958snPP%2FEE7bvkOPCuTUDTUQ%2FUzirLhML9yPahoe1D5Fj5jWsaoveyP00PehdUAHk%2FseDVWsvDWXXXsyn%2F4wfpXc2V3%2FQxli3jl%2F5hj%2F83avSCfpTNxOEKLmTjxOEKuxgNlsQn0xgct724mhynupNW1Ph6o3RYS3%2F%2B2TJrzLlkFz%2Bip3qCHKf6eqW02QJLjBYuuj4sobhCWqa%2FYHGEHpcnumuWSOhxeaL7sOakNR6vvmo%2BYcfFA8UFXEPZf9UjyudIOyNwx%2Fi90DdsujS%2FFX2UAwvWSVK4NxaMhAGw3oowp%2Fuc8CTi7D2rBgZWwb%2F60faR7SPsEbjkXy4G0XaqhXPwe2cePjxjxuHD6ssQuR1fq6PF0E%2Bo2t1nePTn8TUmxz%2FA3crMoCc7egESuoTHYc7mYdg6etORoOhR7BBGD%2BqJopELrl4S6cJNRtEAsLP%2FOdvnJq0Wo0GolY2Et9VFB2Kf%2B4bZvVyxfOMz3WdFfSIryj6DwWghre7aQbdiDrkTL3A3vNDuDpk93HqXwam%2BbWmUJZfNn5ozKV5Pmmq8PF%2FjVY%2B2Tlk2M2RzSXKjmbQ4RZcQavEYrN%2F9rlXwtIQqzxQNMzPPfHYLvuPoO9TbT8bpGw5CQPGd%2BSyX%2FCyf0Vxjd2R9NmsunnXYa8xGHzn%2BsSfM5J0y0DZEXWWxkXjcR75KBLNLHi7XvX2G8VOrf4Ykg0AMdBESIpo7MgAfyakA6rkqpI6UjNs0px7cMV%2BD5BF49Tez1VGnYmq0WIijp985m4Sn2gJR9b07riPPFo97OYbUZbxJCpot7H%2FlpZBicglCPN7WOfJkcHqc3ElWqvvz%2F1E6bIQrG%2Btz6WkM1SM9FBTR7FSs8KyBBytSmNEoquJNFN5EQyTiCrnKDx1h58yxCepPHU5nxGoxEQeeOZi2m80DxNxncVhr6BmEfUarxejw%2BWSiHhWk19bSY7aKR5MsteblJpfTLtjimBouXsm3d3djjYM%2BwEW0El9dM%2FueVRWIsXwe43R7SgbVZqrnqoJ1X%2FkuF7pcgf8duv4q6vayV5U9zMV91GxO59UUjW8rHV6u799WzKMT7umRCXbYUKM%2BfoaCcwgaoqZUtmodV3p%2BX7akb4dnU9B9La38RPFUG2SCC90tVA4XwEFhyOpZZrUCsgWYHsczLFBBVGNtstoN1bw0Z%2BO4fYIbvZVt4EUcJEKOhHeincWqONw%2Bq6w5Go%2BWGOSR7LhKV%2BKBqbBPpfUvOf9QqkpDyVhBeyyZQGMsdA5FBUqvFMtUyGq9vjnsAJU4UcrxldP1CCaofyDkSAifoP5QwWx%2BSyUGxp75BzGAvtG7uQ38LehlyEQMeh0TeE6Bm7tYdXqdkt0uOb3kfYlNwmOdDyacOq%2FqlFo1v%2BPTmTi3E%2FglC9W11b34A22zmLzvb231Q0L2Bgg60OTW4YdstO%2BYOJnO38TtpH7zy9ymokWyA79qlVSn38HtpFlImFnhu3b4boNWXklOXV0Iwo7lQ1hrZyPFcwtjwFP7iEKSHSSJw509kh8kj6pr%2BH1jR7km9vcvqN9657vffefkv%2BfKxge1X%2B7RdjYUPIESN7gTvRkB%2FRMYtEkaVkdHApmdBPpnKmz0n1xSWFOyVIuLrinZwpoCRe6kyiVZoHX088F%2BUX4%2BWKS4iBTP0IWxGtZgOdMaV4KTayqHQF%2FVihBwTbgDXTCmKoOBJeNhwJMzEVjtjIFLuU38fPR7hqNG1JS7g%2FqRCuy3vmQ3W9Vu8qbVbP%2BSzazGRJH83MzP90Ck2m31mMjP8TiLn5uwD2Ugr2PFvPQjB5BnSJvQxGQZZEB%2BLopqzGzDbMmbkAPkZVJjeO5FzOSBKCgJze2ZS4Gemc9twrwY6u9H61iUQTcRvtdT9RW3tRxAWwFs2tcuJRnI6xjmBdWjbgFNRHMHiF1uHYBfUR%2Fut5Ug2jXAaT96%2B9RH%2FFToRwIzGbKmVJ1AZQnoabSB1yyIg7ByAridHApPMjyw0OiV6RjSbCuzwLAvFizBliWJua1tsuAgvNPbmljYbpt8lkWam7b3XZiOiKJskMOtmfScnsbPW208knwjuXrXK4Q1iKIgNyYXXDVT9C2Ye%2F78GQ5BEEXfFdde2RwauOysdJNL5AzCy84ard%2FnGAVN8alecnFdgu5Gbd5DJTL%2BhHZK0vApVy3OfU8XTSJg1TlssivsPYUlIqvn66PzrVTymCc4wgF6SDNR0pDf%2B9Gp%2BVnsUH5WtpHYsuhOaey8zdwLN47V8MTbm78g687%2BP3cx6tcAeNpjYGRgYGBk8s0%2FzBIfz2%2FzlUGeZQNQhOFCWfF0GP0%2F8P8c1jusIkAuBwMTSBQAYwQM6HjaY2BkYGAV%2Bd8KJgP%2FXWG9wwAUQQGLAYqPBl942n1TvUoDQRCe1VM8kWARjNrZGIurBAsRBIuA2vkAFsJiKTYW4guIjT5ARMgTxCLoA1hcb5OgDyGHrY7f7M65e8fpLF%2B%2B2W%2FnZ2eTmGfaIJi5I0qGDlZZcD51QzTTJirZPAI9JIwVA%2BwT8L5nOdMaV0AuMJ%2BicRHq8of6LSD18fzq8ds7xjpwBnQiSI9V5QVl6NwPvgM15NXn%2FAtWZyj3W0HjEXitOc%2FdIdbetPdFTZ%2BP6t%2BX7xU0%2Fk6GJtOe1%2FB3arN0%2Fpmz1J4UZc%2BD6ExwjD7vioeGd5HvhvU%2BR%2BDZcGZ6YBPNfAi0G97iBPwFXqph2cW8%2BD7kjMfwtinHb6kLb6Wygk3cZytSEoptGrlScdHtLPeri1JKueACMZfU1ViJG1Sq5E43dIt7SZZFl1zuRhb%2FGOs44xFVDbrJzB5tYs35OmaXTrEmkv0DajnMWQB42mNgYNCCwk0MLxheMPrhgUuY2JiUmOqY2pjWMD1hdmPOY%2B5hPsLCwWLEksSyiOUOawzrLrYiti%2FsCuxJ7Kc45DiSOPZxmnG2cG7jvMelweXDNYXrEbcBdxf3KR4OngheLd443g18fHwZfFv4NfiX8T8TEBIIEZggsEpQS7BMcJsQl5CFUI3QAWEp4RLhCyJaIldEbURXiJ4RYxEzE0sQ2yD2TzxIfJkEk4SeRJbENIkNEg8k%2FklqSGZITpE8InlL8p2UmVSG1A6pb9Jx0ltkjGSmyDySlZF1kc2RnSK7R%2FaZnJ5cmdwB%2BST5SwpuCvsUjRTLFHcoOShNU9qhzKespGyhXKV8SPmBCpOKgUqcyjSVR6omqgmqe9RE1OrUnqkHqO9R%2F6FholGgsUZzgeYZLTUtL60WbS7tKh0OnQydXTpvdGV0O3S%2F6Gnopekt0ruhz6fvpl%2Bnv0n%2Fh4GdQYvBJUMhwwTDdYYvjFSM4oxmGd0zVjK2M84w3mYiYZJgssLkkqmO6TzTF2Z2ZjVmd8ylzP3MJ5lfsRCwcLJoszhhyWXpZdlhecZKxirHapbVPesF1ndsJGwCbBbZ%2FLA1sn1jZ2XXY3fFXsM%2Bz36V%2FS8HD4cGh2OOTI51ThJOK5zeOUs4OzmXOS9wPuUi4JLgss7lm2uU6zY3NrcSty1u39zN3Mvct7l%2F8xDzMPLw88jyaPM44ynkaeEZ59niucqLyUvPKwgAn3OqOQAAAQAAARcApwARAAAAAAACAAAAAQABAAAAQAAuAAAAAHjarZK9TgJBEMf%2Fd6CRaAyRhMLqCgsbL4ciglTGRPEjSiSKlnLycXJ86CEniU%2FhM9jYWPgIFkYfwd6nsDD%2Bd1mBIIUx3mZnfzs3MzszuwDCeIYG8UUwQxmAFgxxPeeuyxrmcaNYxzTuFAewi0fFQSTxqXgM11pC8TgS2oPiCUS1d8Uh8ofiSczpYcVT5LjiCPlY8Qui%2BncOr7D02y6%2FBTCrP%2Fm%2Bb5bdTrPi2I26Z9qNGtbRQBMdXMJBGRW0YOCecxEWYoiTCvxrYBunqHPdoX2bLOyrMKlZg8thDETw5K7Itci1TXlGy0124QRZZLDFU%2FexhxztMozlosTpMH6ZPge0L%2BOKGnFKjJ4WRwppHPL0PP3SI2P9jLQwFOu3GRhDfkeyDo%2F%2FG7IHgzllZQxLdquvrdCyBVvat3seJlYo06gxapUxhU2JWnFygR03sSxnEkvcpf5Y5eibGq315TDp7fKWm8zbUVl71Aqq%2FZtNnlkWmLnQtno9ycvXYbA6W2pF3aKfCayyC0Ja7Fr%2FPW70%2FHO4YM0OKxFvzf0C1MyPjwAAeNpt1VWUU2cYRuHsgxenQt1d8%2F3JOUnqAyR1d%2FcCLQVKO22pu7tQd3d3d3d3d3cXmGzumrWy3pWLs%2FNdPDMpZaWu1783l1Lpf14MnfzO6FbqVupfGkD30iR60JNe9KYP09CXfvRnAAMZxGCGMG3pW6ZjemZgKDMyEzMzC7MyG7MzB3MyF3MzD%2FMyH%2FOzAAuyEAuzCIuyGIuzBGWCRIUqOQU16jRYkqVYmmVYluVYng6GMZwRNGmxAiuyEiuzCquyGquzBmuyFmuzDuuyHuuzARuyERuzCZuyGZuzBVuyFVuzDduyHdszklGMZgd2ZAw7MZZxjGdnJrALu9LJbuzOHkxkT%2FZib%2FZhX%2FZjfw7gQA7iYA7hUA7jcI7gSI7iaI7hWI7jeE7gRE7iZE5hEqdyGqdzBmdyFmdzDudyHudzARdyERdzCZdyGZdzBVdyFVdzDddyHddzAzdyEzdzC7dyG7dzB3dyF3dzD%2FdyH%2FfzAA%2FyEA%2FzCI%2FyGI%2FzBE%2FyFE%2FzDM%2FyHM%2FzAi%2FyEi%2FzCq%2FyGq%2FzBm%2FyFm%2FzDu%2FyHu%2FzAR%2FyER%2FzCZ%2FyGZ%2FzBV%2FyFV%2FzDd%2FyHd%2FzAz%2FyEz%2FzC7%2FyG7%2FzB3%2FyF3%2FzD%2F9mpYwsy7pl3bMeWc%2BsV9Y765NNk%2FXN%2BmX9swHZwGxQNjgb0nPkmInjR0V7Uq%2FOsaPL5Y7ylE3l8tQNN7kVt%2BrmbuHW3LrbcDvam1rtzVvdm50TxrU%2FDBvRtZUY1rV5a3jXFn550Wo%2FXDNWK3dFmh7X9LimxzU9qulRTY9qelTTo5rlKLt2wk7YiaprL%2ByFvbAX9pK9ZC%2FZS%2FaSvWQv2Uv2kr1kr2KvYq9ir2KvYq9ir2KvYq9ir2Kvaq9qr2qvaq9qr2qvaq9qr2qvai%2B3l9vL7eX2cnu5vdxebi%2B3l9sr7BV2CjuFncJOYaewU9gp7NTs1LyrZq9mr2avZq9mr2avZq9mr26vbq9ur26vbq9ur26vbq9ur26vYa9hr2GvYa9hr2GvYa%2FR7oXuQ%2Feh%2B2j%2FUU7e3C3cqc%2FV3fYdof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D92H7kP3ofvQfeg%2BdB%2B6D92H7kP3ofvQfRT29B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6j6nuG3Ya7U5q%2F0hN3nCTW3Grbu4Wrs%2FrP%2Bk%2F6T%2FpP%2Bk%2F6T%2FpP%2Bk%2B6T7pPek86TzpPOk86TzpOuk66TrpOuk66TrpOlWmPu%2F36zrpOuk66TrpOuk66TrpOvl%2FPek76TvpO%2Bk76TvpO%2Bk76TvpO%2Bk76TvpO7V9t%2BqtVs%2FOaOURU6bo6PgPt6rZbwAAAAABVFDDFwAA%29%20format%28%27woff%27%29%2Curl%28data%3Aapplication%2Fx%2Dfont%2Dtruetype%3Bbase64%2CAAEAAAAPAIAAAwBwRkZUTW0ql9wAAAD8AAAAHEdERUYBRAAEAAABGAAAACBPUy8yZ7lriQAAATgAAABgY21hcNqt44EAAAGYAAAGcmN2dCAAKAL4AAAIDAAAAARnYXNw%2F%2F8AAwAACBAAAAAIZ2x5Zn1dwm8AAAgYAACUpGhlYWQFTS%2FYAACcvAAAADZoaGVhCkQEEQAAnPQAAAAkaG10eNLHIGAAAJ0YAAADdGxvY2Fv%2B5XOAACgjAAAAjBtYXhwAWoA2AAAorwAAAAgbmFtZbMsoJsAAKLcAAADonBvc3S6o%2BU1AACmgAAACtF3ZWJmwxhUUAAAsVQAAAAGAAAAAQAAAADMPaLPAAAAANB2gXUAAAAA0HZzlwABAAAADgAAABgAAAAAAAIAAQABARYAAQAEAAAAAgAAAAMEiwGQAAUABAMMAtAAAABaAwwC0AAAAaQAMgK4AAAAAAUAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAFVLV04AQAAg%2F%2F8DwP8QAAAFFAB7AAAAAQAAAAAAAAAAAAAAIAABAAAABQAAAAMAAAAsAAAACgAAAdwAAQAAAAAEaAADAAEAAAAsAAMACgAAAdwABAGwAAAAaABAAAUAKAAgACsAoAClIAogLyBfIKwgvSISIxsl%2FCYBJvonCScP4APgCeAZ4CngOeBJ4FngYOBp4HngieCX4QnhGeEp4TnhRuFJ4VnhaeF54YnhleGZ4gbiCeIW4hniIeIn4jniSeJZ4mD4%2F%2F%2F%2FAAAAIAAqAKAApSAAIC8gXyCsIL0iEiMbJfwmASb6JwknD%2BAB4AXgEOAg4DDgQOBQ4GDgYuBw4IDgkOEB4RDhIOEw4UDhSOFQ4WDhcOGA4ZDhl%2BIA4gniEOIY4iHiI%2BIw4kDiUOJg%2BP%2F%2F%2F%2F%2Fj%2F9r%2FZv9i4Ajf5N%2B132nfWd4F3P3aHdoZ2SHZE9kOIB0gHCAWIBAgCiAEH%2F4f%2BB%2F3H%2FEf6x%2FlH3wfdh9wH2ofZB9jH10fVx9RH0sfRR9EHt4e3B7WHtUezh7NHsUevx65HrMIFQABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADAAAAAACjAAAAAAAAAA1AAAAIAAAACAAAAADAAAAKgAAACsAAAAEAAAAoAAAAKAAAAAGAAAApQAAAKUAAAAHAAAgAAAAIAoAAAAIAAAgLwAAIC8AAAATAAAgXwAAIF8AAAAUAAAgrAAAIKwAAAAVAAAgvQAAIL0AAAAWAAAiEgAAIhIAAAAXAAAjGwAAIxsAAAAYAAAl%2FAAAJfwAAAAZAAAmAQAAJgEAAAAaAAAm%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%2FAADiUAAA4lkAAAEJAADiYAAA4mAAAAETAAD4%2FwAA%2BP8AAAEUAAH1EQAB9REAAAEVAAH2qgAB9qoAAAEWAAYCCgAAAAABAAABAAAAAAAAAAAAAAAAAAAAAQACAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAwAAAAAAAAAAAAAAAAAAAAAAAAAEAAUAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAHAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAYAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAVAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEUAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAKAL4AAAAAf%2F%2FAAIAAgAoAAABaAMgAAMABwAusQEALzyyBwQA7TKxBgXcPLIDAgDtMgCxAwAvPLIFBADtMrIHBgH8PLIBAgDtMjMRIRElMxEjKAFA%2Fujw8AMg%2FOAoAtAAAQBkAGQETARMAFsAAAEyFh8BHgEdATc%2BAR8BFgYPATMyFhcWFRQGDwEOASsBFx4BDwEGJi8BFRQGBwYjIiYvAS4BPQEHDgEvASY2PwEjIiYnJjU0Nj8BPgE7AScuAT8BNhYfATU0Njc2AlgPJgsLCg%2BeBxYIagcCB57gChECBgMCAQIRCuCeBwIHaggWB54PCikiDyYLCwoPngcWCGoHAgee4AoRAgYDAgECEQrgngcCB2oIFgeeDwopBEwDAgECEQrgngcCB2oIFgeeDwopIg8mCwsKD54HFghqBwIHnuAKEQIGAwIBAhEK4J4HAgdqCBYHng8KKSIPJgsLCg%2BeBxYIagcCB57gChECBgAAAAABAAAAAARMBEwAIwAAATMyFhURITIWHQEUBiMhERQGKwEiJjURISImPQE0NjMhETQ2AcLIFR0BXhUdHRX%2Boh0VyBUd%2FqIVHR0VAV4dBEwdFf6iHRXIFR3%2BohUdHRUBXh0VyBUdAV4VHQAAAAABAHAAAARABEwARQAAATMyFgcBBgchMhYPAQ4BKwEVITIWDwEOASsBFRQGKwEiJj0BISImPwE%2BATsBNSEiJj8BPgE7ASYnASY2OwEyHwEWMj8BNgM5%2BgoFCP6UBgUBDAoGBngGGAp9ARMKBgZ4BhgKfQ8LlAsP%2Fu0KBgZ4BhgKff7tCgYGeAYYCnYFBv6UCAUK%2BhkSpAgUCKQSBEwKCP6UBgwMCKAIDGQMCKAIDK4LDw8LrgwIoAgMZAwIoAgMDAYBbAgKEqQICKQSAAABAGQABQSMBK4AOwAAATIXFhcjNC4DIyIOAwchByEGFSEHIR4EMzI%2BAzUzBgcGIyInLgEnIzczNjcjNzM%2BATc2AujycDwGtSM0QDkXEys4MjAPAXtk%2FtQGAZZk%2FtQJMDlCNBUWOUA0I64eYmunznYkQgzZZHABBdpkhhQ%2BH3UErr1oaS1LMCEPCx4uTzJkMjJkSnRCKw8PIjBKK6trdZ4wqndkLzVkV4UljQAAAgB7AAAETASwAD4ARwAAASEyHgUVHAEVFA4FKwEHITIWDwEOASsBFRQGKwEiJj0BISImPwE%2BATsBNSEiJj8BPgE7ARE0NhcRMzI2NTQmIwGsAV5DakIwFgwBAQwWMEJqQ7ICASAKBgZ4BhgKigsKlQoP%2FvUKBgZ4BhgKdf71CgYGeAYYCnUPtstALS1ABLAaJD8yTyokCwsLJCpQMkAlGmQMCKAIDK8LDg8KrwwIoAgMZAwIoAgMAdsKD8j%2B1EJWVEAAAAEAyAGQBEwCvAAPAAATITIWHQEUBiMhIiY9ATQ2%2BgMgFR0dFfzgFR0dArwdFcgVHR0VyBUdAAAAAgDIAAAD6ASwACUAQQAAARUUBisBFRQGBx4BHQEzMhYdASE1NDY7ATU0NjcuAT0BIyImPQEXFRQWFx4BFAYHDgEdASE1NCYnLgE0Njc%2BAT0BA%2BgdFTJjUVFjMhUd%2FOAdFTJjUVFjMhUdyEE3HCAgHDdBAZBBNxwgIBw3QQSwlhUdZFuVIyOVW5YdFZaWFR2WW5UjI5VbZB0VlshkPGMYDDI8MgwYYzyWljxjGAwyPDIMGGM8ZAAAAAEAAAAAAAAAAAAAAAAxAAAB%2F%2FIBLATCBEEAFgAAATIWFzYzMhYVFAYjISImNTQ2NyY1NDYB9261LCwueKqqeP0ST3FVQgLYBEF3YQ6teHmtclBFaw4MGZnXAAAAAgAAAGQEsASvABoAHgAAAB4BDwEBMzIWHQEhNTQ2OwEBJyY%2BARYfATc2AyEnAwL2IAkKiAHTHhQe%2B1AeFB4B1IcKCSAkCm9wCXoBebbDBLMTIxC7%2FRYlFSoqFSUC6rcQJBQJEJSWEPwecAIWAAAAAAQAAABkBLAETAALABcAIwA3AAATITIWBwEGIicBJjYXARYUBwEGJjURNDYJATYWFREUBicBJjQHARYGIyEiJjcBNjIfARYyPwE2MhkEfgoFCP3MCBQI%2FcwIBQMBCAgI%2FvgICgoDjAEICAoKCP74CFwBbAgFCvuCCgUIAWwIFAikCBQIpAgUBEwKCP3JCAgCNwgK2v74CBQI%2FvgIBQoCJgoF%2FvABCAgFCv3aCgUIAQgIFID%2BlAgKCggBbAgIpAgIpAgAAAAD%2F%2FD%2F8AS6BLoACQANABAAAAAyHwEWFA8BJzcTAScJAQUTA%2BAmDpkNDWPWXyL9mdYCZv4f%2FrNuBLoNmQ4mDlzWYP50%2FZrWAmb8anABTwAAAAEAAAAABLAEsAAPAAABETMyFh0BITU0NjsBEQEhArz6FR384B0V%2Bv4MBLACiv3aHRUyMhUdAiYCJgAAAAEADgAIBEwEnAAfAAABJTYWFREUBgcGLgE2NzYXEQURFAYHBi4BNjc2FxE0NgFwAoUnMFNGT4gkV09IQv2oWEFPiCRXT0hCHQP5ow8eIvzBN1EXGSltchkYEAIJm%2F2iKmAVGilucRoYEQJ%2FJioAAAACAAn%2F%2BAS7BKcAHQApAAAAMh4CFQcXFAcBFgYPAQYiJwEGIycHIi4CND4BBCIOARQeATI%2BATQmAZDItoNOAQFOARMXARY7GikT%2Fu13jgUCZLaDTk6DAXKwlFZWlLCUVlYEp06DtmQCBY15%2Fu4aJRg6FBQBEk0BAU6Dtsi2g1tWlLCUVlaUsJQAAQBkAFgErwREABkAAAE%2BAh4CFRQOAwcuBDU0PgIeAQKJMHt4dVg2Q3mEqD4%2Bp4V4Qzhadnh5A7VESAUtU3ZAOXmAf7JVVbJ%2FgHk5QHZTLQVIAAAAAf%2FTAF4EewSUABgAAAETNjIXEyEyFgcFExYGJyUFBiY3EyUmNjMBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAyABYRMT%2Fp8RDPn%2BbxQLDPb3DAsUAZD7DBEAAv%2FTAF4EewSUABgAIgAAARM2MhcTITIWBwUTFgYnJQUGJjcTJSY2MwUjFwc3Fyc3IycBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAfPwxUrBw0rA6k4DIAFhExP%2BnxEM%2Bf5vFAsM9vcMCxQBkPsMEWSO4ouM5YzTAAABAAAAAASwBLAAJgAAATIWHQEUBiMVFBYXBR4BHQEUBiMhIiY9ATQ2NyU%2BAT0BIiY9ATQ2Alh8sD4mDAkBZgkMDwr7ggoPDAkBZgkMJj6wBLCwfPouaEsKFwbmBRcKXQoPDwpdChcF5gYXCktoLvp8sAAAAA0AAAAABLAETAAPABMAIwAnACsALwAzADcARwBLAE8AUwBXAAATITIWFREUBiMhIiY1ETQ2FxUzNSkBIgYVERQWMyEyNjURNCYzFTM1BRUzNSEVMzUFFTM1IRUzNQchIgYVERQWMyEyNjURNCYFFTM1IRUzNQUVMzUhFTM1GQR%2BCg8PCvuCCg8PVWQCo%2F3aCg8PCgImCg8Pc2T8GGQDIGT8GGQDIGTh%2FdoKDw8KAiYKDw%2F872QDIGT8GGQDIGQETA8K%2B%2BYKDw8KBBoKD2RkZA8K%2FqIKDw8KAV4KD2RkyGRkZGTIZGRkZGQPCv6iCg8PCgFeCg9kZGRkZMhkZGRkAAAEAAAAAARMBEwADwAfAC8APwAAEyEyFhURFAYjISImNRE0NikBMhYVERQGIyEiJjURNDYBITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NjIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR39vQGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHQRMHRX%2BcBUdHRUBkBUdHRX%2BcBUdHRUBkBUd%2FagdFf5wFR0dFQGQFR0dFf5wFR0dFQGQFR0AAAkAAAAABEwETAAPAB8ALwA%2FAE8AXwBvAH8AjwAAEzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2MsgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR0ETB0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHf5wHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0ABgAAAAAEsARMAA8AHwAvAD8ATwBfAAATMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYyyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHQRMHRXIFR0dFcgVHR0VyBUdHRXIFR3%2BcB0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHQAAAAABACYALAToBCAAFwAACQE2Mh8BFhQHAQYiJwEmND8BNjIfARYyAdECOwgUB7EICPzxBxUH%2FoAICLEHFAirBxYB3QI7CAixBxQI%2FPAICAGACBQHsQgIqwcAAQBuAG4EQgRCACMAAAEXFhQHCQEWFA8BBiInCQEGIi8BJjQ3CQEmND8BNjIXCQE2MgOIsggI%2FvUBCwgIsggVB%2F70%2FvQHFQiyCAgBC%2F71CAiyCBUHAQwBDAcVBDuzCBUH%2FvT%2B9AcVCLIICAEL%2FvUICLIIFQcBDAEMBxUIsggI%2FvUBDAcAAwAX%2F%2BsExQSZABkAJQBJAAAAMh4CFRQHARYUDwEGIicBBiMiLgI0PgEEIg4BFB4BMj4BNCYFMzIWHQEzMhYdARQGKwEVFAYrASImPQEjIiY9ATQ2OwE1NDYBmcSzgk1OASwICG0HFQj%2B1HeOYrSBTU2BAW%2BzmFhYmLOZWFj%2BvJYKD0sKDw8KSw8KlgoPSwoPDwpLDwSZTYKzYo15%2FtUIFQhsCAgBK01NgbTEs4JNWJmzmFhYmLOZIw8KSw8KlgoPSwoPDwpLDwqWCg9LCg8AAAMAF%2F%2FrBMUEmQAZACUANQAAADIeAhUUBwEWFA8BBiInAQYjIi4CND4BBCIOARQeATI%2BATQmBSEyFh0BFAYjISImPQE0NgGZxLOCTU4BLAgIbQcVCP7Ud45itIFNTYEBb7OYWFiYs5lYWP5YAV4KDw8K%2FqIKDw8EmU2Cs2KNef7VCBUIbAgIAStNTYG0xLOCTViZs5hYWJizmYcPCpYKDw8KlgoPAAAAAAIAFwAXBJkEsAAPAC0AAAEzMhYVERQGKwEiJjURNDYFNRYSFRQOAiIuAjU0EjcVDgEVFB4BMj4BNTQmAiZkFR0dFWQVHR0BD6fSW5vW6tabW9KnZ3xyxejFcnwEsB0V%2FnAVHR0VAZAVHeGmPv7ZuHXWm1tbm9Z1uAEnPqY3yHh0xXJyxXR4yAAEAGQAAASwBLAADwAfAC8APwAAATMyFhURFAYrASImNRE0NgEzMhYVERQGKwEiJjURNDYBMzIWFREUBisBIiY1ETQ2BTMyFh0BFAYrASImPQE0NgQBlgoPDwqWCg8P%2Ft6WCg8PCpYKDw%2F%2B3pYKDw8KlgoPD%2F7elgoPDwqWCg8PBLAPCvuCCg8PCgR%2BCg%2F%2BcA8K%2FRIKDw8KAu4KD%2F7UDwr%2BPgoPDwoBwgoPyA8K%2BgoPDwr6Cg8AAAAAAgAaABsElgSWAEcATwAAATIfAhYfATcWFwcXFh8CFhUUDwIGDwEXBgcnBwYPAgYjIi8CJi8BByYnNycmLwImNTQ%2FAjY%2FASc2Nxc3Nj8CNhIiBhQWMjY0AlghKSYFMS0Fhj0rUAMZDgGYBQWYAQ8YA1AwOIYFLDIFJisfISkmBTEtBYY8LFADGQ0ClwYGlwINGQNQLzqFBS0xBSYreLJ%2BfrJ%2BBJYFmAEOGQJQMDmGBSwxBiYrHiIoJgYxLAWGPSxRAxkOApcFBZcCDhkDUTA5hgUtMAYmKiAhKCYGMC0Fhj0sUAIZDgGYBf6ZfrF%2BfrEABwBkAAAEsAUUABMAFwAhACUAKQAtADEAAAEhMhYdASEyFh0BITU0NjMhNTQ2FxUhNQERFAYjISImNREXETMRMxEzETMRMxEzETMRAfQBLCk7ARMKD%2Fu0DwoBEzspASwBLDsp%2FUQpO2RkZGRkZGRkBRQ7KWQPCktLCg9kKTtkZGT%2B1PzgKTs7KQMgZP1EArz9RAK8%2FUQCvP1EArwAAQAMAAAFCATRAB8AABMBNjIXARYGKwERFAYrASImNREhERQGKwEiJjURIyImEgJsCBUHAmAIBQqvDwr6Cg%2F%2B1A8K%2BgoPrwoFAmoCYAcH%2FaAICv3BCg8PCgF3%2FokKDw8KAj8KAAIAZAAAA%2BgEsAARABcAAAERFBYzIREUBiMhIiY1ETQ2MwEjIiY9AQJYOykBLB0V%2FOAVHR0VA1L6FR0EsP5wKTv9dhUdHRUETBUd%2FnAdFfoAAwAXABcEmQSZAA8AGwAwAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBTMyFhURMzIWHQEUBisBIiY1ETQ2AePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnL%2BfDIKD68KDw8K%2BgoPDwSZW5vW6tabW1ub1urWmztyxejFcnLF6MUNDwr%2B7Q8KMgoPDwoBXgoPAAAAAAL%2FnAAABRQEsAALAA8AACkBAyMDIQEzAzMDMwEDMwMFFP3mKfIp%2FeYBr9EVohTQ%2Fp4b4BsBkP5wBLD%2B1AEs%2FnD%2B1AEsAAAAAAIAZAAABLAEsAAVAC8AAAEzMhYVETMyFgcBBiInASY2OwERNDYBMzIWFREUBiMhIiY1ETQ2OwEyFh0BITU0NgImyBUdvxQLDf65DSYN%2FrkNCxS%2FHQJUMgoPDwr75goPDwoyCg8DhA8EsB0V%2Fj4XEP5wEBABkBAXAcIVHfzgDwr%2BogoPDwoBXgoPDwqvrwoPAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUzMhYVETMyFgcDBiInAyY2OwERNDYB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv58lgoPiRUKDd8NJg3fDQoViQ8EmVub1urWm1tbm9bq1ps7csXoxXJyxejFDQ8K%2Fu0XEP7tEBABExAXARMKDwAAAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiUTFgYrAREUBisBIiY1ESMiJjcTNjIB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv7n3w0KFYkPCpYKD4kVCg3fDSYEmVub1urWm1tbm9bq1ps7csXoxXJyxejFAf7tEBf%2B7QoPDwoBExcQARMQAAAAAAIAAAAABLAEsAAZADkAABMhMhYXExYVERQGBwYjISImJyY1EzQ3Ez4BBSEiBgcDBhY7ATIWHwEeATsBMjY%2FAT4BOwEyNicDLgHhAu4KEwO6BwgFDBn7tAweAgYBB7kDEwKX%2FdQKEgJXAgwKlgoTAiYCEwr6ChMCJgITCpYKDAJXAhIEsA4K%2FXQYGf5XDB4CBggEDRkBqRkYAowKDsgOC%2F4%2BCw4OCpgKDg4KmAoODgsBwgsOAAMAFwAXBJkEmQAPABsAJwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUXFhQPAQYmNRE0NgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJy%2Fov9ERH9EBgYBJlbm9bq1ptbW5vW6tabO3LF6MVycsXoxV2%2BDCQMvgwLFQGQFQsAAQAXABcEmQSwACgAAAE3NhYVERQGIyEiJj8BJiMiDgEUHgEyPgE1MxQOAiIuAjQ%2BAjMyA7OHBwsPCv6WCwQHhW2BdMVycsXoxXKWW5vW6tabW1ub1nXABCSHBwQL%2FpYKDwsHhUxyxejFcnLFdHXWm1tbm9bq1ptbAAAAAAIAFwABBJkEsAAaADUAAAE3NhYVERQGIyEiJj8BJiMiDgEVIzQ%2BAjMyEzMUDgIjIicHBiY1ETQ2MyEyFg8BFjMyPgEDs4cHCw8L%2FpcLBAeGboF0xXKWW5vWdcDrllub1nXAnIYHCw8LAWgKBQiFboJ0xXIEJIcHBAv%2BlwsPCweGS3LFdHXWm1v9v3XWm1t2hggFCgFoCw8LB4VMcsUAAAAKAGQAAASwBLAADwAfAC8APwBPAF8AbwB%2FAI8AnwAAEyEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0NgczMhYdARQGKwEiJj0BNDYzITIWHQEUBiMhIiY9ATQ2BzMyFh0BFAYrASImPQE0NjMhMhYdARQGIyEiJj0BNDYHMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0Nn0EGgoPDwr75goPDwPA%2FK4KDw8KA1IKDw%2F9CDIKDw8KMgoPD9IBwgoPDwr%2BPgoPD74yCg8PCjIKDw%2FSAcIKDw8K%2Fj4KDw%2B%2BMgoPDwoyCg8P0gHCCg8PCv4%2BCg8PvjIKDw8KMgoPD9IBwgoPDwr%2BPgoPDwSwDwr7ggoPDwoEfgoPyA8K%2FK4KDw8KA1IKD2QPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKDwAAAAACAAAAAARMBLAAGQAjAAABNTQmIyEiBh0BIyIGFREUFjMhMjY1ETQmIyE1NDY7ATIWHQEDhHVT%2FtRSdmQpOzspA4QpOzsp%2FageFMgUHgMgyFN1dlLIOyn9qCk7OykCWCk7lhUdHRWWAAIAZAAABEwETAAJADcAABMzMhYVESMRNDYFMhcWFREUBw4DIyIuAScuAiMiBwYjIicmNRE%2BATc2HgMXHgIzMjc2fTIKD2QPA8AEBRADIUNAMRwaPyonKSxHHlVLBwgGBQ4WeDsXKC4TOQQpLUUdZ1AHBEwPCvvNBDMKDzACBhH%2BWwYGO1AkDQ0ODg8PDzkFAwcPAbY3VwMCAwsGFAEODg5XCAAAAwAAAAAEsASXACEAMQBBAAAAMh4CFREUBisBIiY1ETQuASAOARURFAYrASImNRE0PgEDMzIWFREUBisBIiY1ETQ2ITMyFhURFAYrASImNRE0NgHk6N6jYw8KMgoPjeT%2B%2BuSNDwoyCg9joyqgCAwMCKAIDAwCYKAIDAwIoAgMDASXY6PedP7UCg8PCgEsf9FyctF%2F%2FtQKDw8KASx03qP9wAwI%2FjQIDAwIAcwIDAwI%2FjQIDAwIAcwIDAAAAAACAAAA0wRHA90AFQA5AAABJTYWFREUBiclJisBIiY1ETQ2OwEyBTc2Mh8BFhQPARcWFA8BBiIvAQcGIi8BJjQ%2FAScmND8BNjIXAUEBAgkMDAn%2B%2FhUZ%2BgoPDwr6GQJYeAcUByIHB3h4BwciBxQHeHgHFAciBwd3dwcHIgcUBwMurAYHCv0SCgcGrA4PCgFeCg%2BEeAcHIgcUB3h4BxQHIgcHd3cHByIHFAd4eAcUByIICAAAAAACAAAA0wNyA90AFQAvAAABJTYWFREUBiclJisBIiY1ETQ2OwEyJTMWFxYVFAcGDwEiLwEuATc2NTQnJjY%2FATYBQQECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcDLqwGBwr9EgoHBqwODwoBXgoPZAEJgaGafwkBAQYXBxMIZ36EaggUBxYFAAAAAAMAAADEBGID7AAbADEASwAAATMWFxYVFAYHBgcjIi8BLgE3NjU0JicmNj8BNgUlNhYVERQGJyUmKwEiJjURNDY7ATIlMxYXFhUUBwYPASIvAS4BNzY1NCcmNj8BNgPHAwsGh0RABwoDCQcqCAIGbzs3BgIJKgf9ggECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcD7AEJs9lpy1QJAQYiBhQIlrJarEcJFAYhBb6sBgcK%2FRIKBwasDg8KAV4KD2QBCYGhmn8JAQEGFwcTCGd%2BhGoIFQYWBQAAAAANAAAAAASwBLAACQAVABkAHQAhACUALQA7AD8AQwBHAEsATwAAATMVIxUhFSMRIQEjFTMVIREjESM1IQURIREhESERBSM1MwUjNTMBMxEhETM1MwEzFSMVIzUjNTM1IzUhBREhEQcjNTMFIzUzASM1MwUhNSEB9GRk%2FnBkAfQCvMjI%2FtTIZAJY%2B7QBLAGQASz84GRkArxkZP1EyP4MyGQB9MhkyGRkyAEs%2FUQBLGRkZAOEZGT%2BDGRkAfT%2B1AEsA4RkZGQCWP4MZMgBLAEsyGT%2B1AEs%2FtQBLMhkZGT%2BDP4MAfRk%2FtRkZGRkyGTI%2FtQBLMhkZGT%2B1GRkZAAAAAAJAAAAAASwBLAAAwAHAAsADwATABcAGwAfACMAADcjETMTIxEzASMRMxMjETMBIxEzASE1IRcjNTMXIzUzBSM1M2RkZMhkZAGQyMjIZGQBLMjI%2FOD%2B1AEsyGRkyGRkASzIyMgD6PwYA%2Bj8GAPo%2FBgD6PwYA%2Bj7UGRkW1tbW1sAAAIAAAAKBKYEsAANABUAAAkBFhQHAQYiJwETNDYzBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAUM7Uzs7UzsEsP1WCBQI%2FjAICAKqAdsKD807O1Q7OwAAAAADAAAACgXSBLAADQAZACEAAAkBFhQHAQYiJwETNDYzIQEWFAcBBiIvAQkBBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAwYCqggI%2FjAIFAg4Aaj9RP7TO1M7O1M7BLD9VggUCP4wCAgCqgHbCg%2F9VggUCP4wCAg4AaoCvM07O1Q7OwAAAAABAGQAAASwBLAAJgAAASEyFREUDwEGJjURNCYjISIPAQYWMyEyFhURFAYjISImNRE0PwE2ASwDOUsSQAgKDwr9RBkSQAgFCgK8Cg8PCvyuCg8SixIEsEv8fBkSQAgFCgO2Cg8SQAgKDwr8SgoPDwoDzxkSixIAAAABAMj%2F%2FwRMBLAACgAAEyEyFhURCQERNDb6AyAVHf4%2B%2Fj4dBLAdFfuCAbz%2BQwR%2FFR0AAAAAAwAAAAAEsASwABUARQBVAAABISIGBwMGHwEeATMhMjY%2FATYnAy4BASMiBg8BDgEjISImLwEuASsBIgYVERQWOwEyNj0BNDYzITIWHQEUFjsBMjY1ETQmASEiBg8BBhYzITI2LwEuAQM2%2FkQLEAFOBw45BhcKAcIKFwY%2BDgdTARABVpYKFgROBBYK%2FdoKFgROBBYKlgoPDwqWCg8PCgLuCg8PCpYKDw%2F%2Bsf4MChMCJgILCgJYCgsCJgITBLAPCv7TGBVsCQwMCWwVGAEtCg%2F%2BcA0JnAkNDQmcCQ0PCv12Cg8PCpYKDw8KlgoPDwoCigoP%2FagOCpgKDg4KmAoOAAAAAAQAAABkBLAETAAdACEAKQAxAAABMzIeAh8BMzIWFREUBiMhIiY1ETQ2OwE%2BBAEVMzUEIgYUFjI2NCQyFhQGIiY0AfTIOF00JAcGlik7Oyn8GCk7OymWAgknM10ByGT%2Bz76Hh76H%2Fu9WPDxWPARMKTs7FRQ7Kf2oKTs7KQJYKTsIG0U1K%2F7UZGRGh76Hh74IPFY8PFYAAAAAAgA1AAAEsASvACAAIwAACQEWFx4BHwEVITUyNi8BIQYHBh4CMxUhNTY3PgE%2FAQEDIQMCqQGBFCgSJQkK%2Fl81LBFS%2Fnk6IgsJKjIe%2FpM4HAwaBwcBj6wBVKIEr%2FwaMioTFQECQkJXLd6RWSIuHAxCQhgcDCUNDQPu%2FVoByQAAAAADAGQAAAPwBLAAJwAyADsAAAEeBhUUDgMjITU%2BATURNC4EJzUFMh4CFRQOAgclMzI2NTQuAisBETMyNjU0JisBAvEFEzUwOyodN1htbDD%2BDCk7AQYLFyEaAdc5dWM%2BHy0tEP6Pi05pESpTPnbYUFJ9Xp8CgQEHGB0zOlIuQ3VONxpZBzMoAzsYFBwLEAkHRwEpSXNDM1s6KwkxYUopOzQb%2FK5lUFqBAAABAMgAAANvBLAAGQAAARcOAQcDBhYXFSE1NjcTNjQuBCcmJzUDbQJTQgeECSxK%2Fgy6Dq0DAw8MHxUXDQYEsDkTNSj8uTEoBmFhEFIDQBEaExAJCwYHAwI5AAAAAAL%2FtQAABRQEsAAlAC8AAAEjNC4FKwERFBYfARUhNTI%2BAzURIyIOBRUjESEFIxEzByczESM3BRQyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj7m0tLfX1LS30DhBUgFQ4IAwH8rhYZAQJkZAEFCRUOA1IBAwgOFSAVASzI%2FOCnpwMgpwACACH%2FtQSPBLAAJQAvAAABIzQuBSsBERQWHwEVITUyPgM1ESMiDgUVIxEhEwc1IRUnNxUhNQRMMggLGRMmGBnIMhkZ%2FnAEDiIaFsgZGCYTGQsIMgPoQ6f84KenAyADhBUgFQ4IAwH9dhYZAQJkZAEFCRUOAooBAwgOFSAVASz7gn1LS319S0sABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyAlgVHR0V%2FagVHR0VA%2BgVHR0V%2FBgVHR0VAyAVHR0V%2FOAVHR0VBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYDITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NgMhMhYdARQGIyEiJj0BNDb6ArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR3dArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AAAE1NDYzITIWHQEUBiMhIiYBNTQ2MyEyFh0BFAYjISImEzU0NjMhMhYdARQGIyEiJgE1NDYzITIWHQEUBiMhIiYB9B0VAlgVHR0V%2FagVHf5wHRUD6BUdHRX8GBUdyB0VAyAVHR0V%2FOAVHf7UHRUETBUdHRX7tBUdA7ZkFR0dFWQVHR3%2B6WQVHR0VZBUdHf7pZBUdHRVkFR0d%2FulkFR0dFWQVHR0AAAQAAAAABLAETAAPAB8ALwA%2FAAATITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2MgRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dBEwdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAgAAAAABLAETAAPAB8ALwA%2FAE8AXwBvAH8AABMzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2MmQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR0ETB0VZBUdHRVkFR0dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdHRVkFR0dFWQVHf7UHRVkFR0dFWQVHR0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0dFWQVHR0VZBUdAAAG%2F5wAAASwBEwAAwATACMAKgA6AEoAACEjETsCMhYdARQGKwEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2BQc1IzUzNQUhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2AZBkZJZkFR0dFWQVHR0VAfQVHR0V%2FgwVHR3%2B%2BqfIyAHCASwVHR0V%2FtQVHR0VAlgVHR0V%2FagVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR36fUtkS68dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAAABgAAAAAFFARMAA8AEwAjACoAOgBKAAATMzIWHQEUBisBIiY9ATQ2ASMRMwEhMhYdARQGIyEiJj0BNDYFMxUjFSc3BSEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyZBUdHRVkFR0dA2dkZPyuAfQVHR0V%2FgwVHR0EL8jIp6f75gEsFR0dFf7UFR0dFQJYFR0dFf2oFR0dBEwdFWQVHR0VZBUd%2B7QETP7UHRVkFR0dFWQVHchkS319rx0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0AAAAAAgAAAMgEsAPoAA8AEgAAEyEyFhURFAYjISImNRE0NgkCSwLuHywsH%2F0SHywsBIT%2B1AEsA%2BgsH%2F12HywsHwKKHyz9RAEsASwAAwAAAAAEsARMAA8AFwAfAAATITIWFREUBiMhIiY1ETQ2FxE3BScBExEEMhYUBiImNCwEWBIaGhL7qBIaGkr3ASpKASXs%2FNJwTk5wTgRMGhL8DBIaGhID9BIaZP0ftoOcAT7%2B4AH0dE5vT09vAAAAAAIA2wAFBDYEkQAWAB4AAAEyHgEVFAcOAQ8BLgQnJjU0PgIWIgYUFjI2NAKIdcZzRkWyNjYJIV5YbSk8RHOft7eCgreCBJF4ynVzj23pPz4IIWZomEiEdVijeUjDgriBgbgAAAACABcAFwSZBJkADwAXAAAAMh4CFA4CIi4CND4BAREiDgEUHgEB4%2BrWm1tbm9bq1ptbW5sBS3TFcnLFBJlbm9bq1ptbW5vW6tab%2FG8DVnLF6MVyAAACAHUAAwPfBQ8AGgA1AAABHgYVFA4DBy4DNTQ%2BBQMOAhceBBcWNj8BNiYnLgInJjc2IyYCKhVJT1dOPiUzVnB9P1SbfEokP0xXUEm8FykoAwEbITEcExUWAgYCCQkFEikMGiACCAgFD0iPdXdzdYdFR4BeRiYEBTpjl1lFh3ZzeHaQ%2Ff4hS4I6JUEnIw4IBwwQIgoYBwQQQSlZtgsBAAAAAwAAAAAEywRsAAwAKgAvAAABNz4CHgEXHgEPAiUhMhcHISIGFREUFjMhMjY9ATcRFAYjISImNRE0NgkBBzcBA%2BhsAgYUFR0OFgoFBmz9BQGQMje7%2FpApOzspAfQpO8i7o%2F5wpbm5Azj%2BlqE3AWMD9XMBAgIEDw4WKgsKc8gNuzsp%2FgwpOzsptsj%2BtKW5uaUBkKW5%2Ftf%2BljKqAWMAAgAAAAAEkwRMABsANgAAASEGByMiBhURFBYzITI2NTcVFAYjISImNRE0NgUBFhQHAQYmJzUmDgMHPgY3NT4BAV4BaaQ0wyk7OykB9Ck7yLml%2FnClubkCfwFTCAj%2BrAcLARo5ZFRYGgouOUlARioTAQsETJI2Oyn%2BDCk7OymZZ6W5uaUBkKW5G%2F7TBxUH%2Fs4GBAnLAQINFjAhO2JBNB0UBwHSCgUAAAAAAgAAAAAEnQRMAB0ANQAAASEyFwchIgYVERQWMyEyNj0BNxUUBiMhIiY1ETQ2CQE2Mh8BFhQHAQYiLwEmND8BNjIfARYyAV4BXjxDsv6jKTs7KQH0KTvIuaX%2BcKW5uQHKAYsHFQdlBwf97QcVB%2FgHB2UHFQdvCBQETBexOyn%2BDCk7OylFyNulubmlAZCluf4zAYsHB2UHFQf97AcH%2BAcVB2UHB28HAAAAAQAKAAoEpgSmADsAAAkBNjIXARYGKwEVMzU0NhcBFhQHAQYmPQEjFTMyFgcBBiInASY2OwE1IxUUBicBJjQ3ATYWHQEzNSMiJgE%2BAQgIFAgBBAcFCqrICggBCAgI%2FvgICsiqCgUH%2FvwIFAj%2B%2BAgFCq%2FICgj%2B%2BAgIAQgICsivCgUDlgEICAj%2B%2BAgKyK0KBAf%2B%2FAcVB%2F73BwQKrcgKCP74CAgBCAgKyK0KBAcBCQcVBwEEBwQKrcgKAAEAyAAAA4QETAAZAAATMzIWFREBNhYVERQGJwERFAYrASImNRE0NvpkFR0B0A8VFQ%2F%2BMB0VZBUdHQRMHRX%2BSgHFDggV%2FBgVCA4Bxf5KFR0dFQPoFR0AAAABAAAAAASwBEwAIwAAEzMyFhURATYWFREBNhYVERQGJwERFAYnAREUBisBIiY1ETQ2MmQVHQHQDxUB0A8VFQ%2F%2BMBUP%2FjAdFWQVHR0ETB0V%2FkoBxQ4IFf5KAcUOCBX8GBUIDgHF%2FkoVCA4Bxf5KFR0dFQPoFR0AAAABAJ0AGQSwBDMAFQAAAREUBicBERQGJwEmNDcBNhYVEQE2FgSwFQ%2F%2BMBUP%2FhQPDwHsDxUB0A8VBBr8GBUIDgHF%2FkoVCA4B4A4qDgHgDggV%2FkoBxQ4IAAAAAQDIABYEMwQ2AAsAABMBFhQHAQYmNRE0NvMDLhIS%2FNISGRkEMv4OCx4L%2Fg4LDhUD6BUOAAIAyABkA4QD6AAPAB8AABMzMhYVERQGKwEiJjURNDYhMzIWFREUBisBIiY1ETQ2%2BsgVHR0VyBUdHQGlyBUdHRXIFR0dA%2BgdFfzgFR0dFQMgFR0dFfzgFR0dFQMgFR0AAAEAyABkBEwD6AAPAAABERQGIyEiJjURNDYzITIWBEwdFfzgFR0dFQMgFR0DtvzgFR0dFQMgFR0dAAAAAAEAAAAZBBMEMwAVAAABETQ2FwEWFAcBBiY1EQEGJjURNDYXAfQVDwHsDw%2F%2BFA8V%2FjAPFRUPAmQBthUIDv4gDioO%2FiAOCBUBtv47DggVA%2BgVCA4AAAH%2F%2FgACBLMETwAjAAABNzIWFRMUBiMHIiY1AwEGJjUDAQYmNQM0NhcBAzQ2FwEDNDYEGGQUHgUdFWQVHQL%2BMQ4VAv4yDxUFFQ8B0gIVDwHSAh0ETgEdFfwYFR0BHRUBtf46DwkVAbX%2BOQ4JFAPoFQkP%2Fj4BthQJDv49AbYVHQAAAQEsAAAD6ARMABkAAAEzMhYVERQGKwEiJjURAQYmNRE0NhcBETQ2A1JkFR0dFWQVHf4wDxUVDwHQHQRMHRX8GBUdHRUBtv47DggVA%2BgVCA7%2BOwG2FR0AAAIAZADIBLAESAALABsAAAkBFgYjISImNwE2MgEhMhYdARQGIyEiJj0BNDYCrgH1DwkW%2B%2B4WCQ8B9Q8q%2FfcD6BUdHRX8GBUdHQQ5%2FeQPFhYPAhwP%2FUgdFWQVHR0VZBUdAAEAiP%2F8A3UESgAFAAAJAgcJAQN1%2FqABYMX92AIoA4T%2Bn%2F6fxgIoAiYAAAAAAQE7%2F%2FwEKARKAAUAAAkBJwkBNwQo%2FdnGAWH%2Bn8YCI%2F3ZxgFhAWHGAAIAFwAXBJkEmQAPADMAAAAyHgIUDgIiLgI0PgEFIyIGHQEjIgYdARQWOwEVFBY7ATI2PQEzMjY9ATQmKwE1NCYB4%2BrWm1tbm9bq1ptbW5sBfWQVHZYVHR0Vlh0VZBUdlhUdHRWWHQSZW5vW6tabW1ub1urWm7odFZYdFWQVHZYVHR0Vlh0VZBUdlhUdAAAAAAIAFwAXBJkEmQAPAB8AAAAyHgIUDgIiLgI0PgEBISIGHQEUFjMhMjY9ATQmAePq1ptbW5vW6tabW1ubAkX%2BDBUdHRUB9BUdHQSZW5vW6tabW1ub1urWm%2F5%2BHRVkFR0dFWQVHQACABcAFwSZBJkADwAzAAAAMh4CFA4CIi4CND4BBCIPAScmIg8BBhQfAQcGFB8BFjI%2FARcWMj8BNjQvATc2NC8BAePq1ptbW5vW6tabW1ubAeUZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0JCXh4CQmNBJlbm9bq1ptbW5vW6tabrQl4eAkJjQkZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0AAgAXABcEmQSZAA8AJAAAADIeAhQOAiIuAjQ%2BAQEnJiIPAQYUHwEWMjcBNjQvASYiBwHj6tabW1ub1urWm1tbmwEVVAcVCIsHB%2FIHFQcBdwcHiwcVBwSZW5vW6tabW1ub1urWm%2F4xVQcHiwgUCPEICAF3BxUIiwcHAAAAAAMAFwAXBJkEmQAPADsASwAAADIeAhQOAiIuAjQ%2BAQUiDgMVFDsBFjc%2BATMyFhUUBgciDgUHBhY7ATI%2BAzU0LgMTIyIGHQEUFjsBMjY9ATQmAePq1ptbW5vW6tabW1ubAT8dPEIyIRSDHgUGHR8UFw4TARkOGhITDAIBDQ6tBx4oIxgiM0Q8OpYKDw8KlgoPDwSZW5vW6tabW1ub1urWm5ELHi9PMhkFEBQQFRIXFgcIBw4UHCoZCBEQKDhcNi9IKhsJ%2FeMPCpYKDw8KlgoPAAADABcAFwSZBJkADwAfAD4AAAAyHgIUDgIiLgI0PgEFIyIGHQEUFjsBMjY9ATQmAyMiBh0BFBY7ARUjIgYdARQWMyEyNj0BNCYrARE0JgHj6tabW1ub1urWm1tbmwGWlgoPDwqWCg8PCvoKDw8KS0sKDw8KAV4KDw8KSw8EmVub1urWm1tbm9bq1ptWDwqWCg8PCpYKD%2F7UDwoyCg%2FIDwoyCg8PCjIKDwETCg8AAgAAAAAEsASwAC8AXwAAATMyFh0BHgEXMzIWHQEUBisBDgEHFRQGKwEiJj0BLgEnIyImPQE0NjsBPgE3NTQ2ExUUBisBIiY9AQ4BBzMyFh0BFAYrAR4BFzU0NjsBMhYdAT4BNyMiJj0BNDY7AS4BAg2WCg9nlxvCCg8PCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw%2B5DwqWCg9EZheoCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmBLAPCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw8KlgoPZ5cbwgoP%2Fs2oCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmRA8KlgoPRGYAAwAXABcEmQSZAA8AGwA%2FAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBxcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyAePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnKaQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwdABxUHfHwHFQSZW5vW6tabW1ub1urWmztyxejFcnLF6MVaQAcVB3x8BxUHQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwAAAAMAFwAXBJkEmQAPABsAMAAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcXFhQHAQYiLwEmND8BNjIfATc2MgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJyg2oHB%2F7ACBQIyggIagcVB0%2FFBxUEmVub1urWm1tbm9bq1ps7csXoxXJyxejFfWoHFQf%2BvwcHywcVB2oICE%2FFBwAAAAMAFwAXBJkEmQAPABgAIQAAADIeAhQOAiIuAjQ%2BAQUiDgEVFBcBJhcBFjMyPgE1NAHj6tabW1ub1urWm1tbmwFLdMVyQQJLafX9uGhzdMVyBJlbm9bq1ptbW5vW6tabO3LFdHhpAktB0P24PnLFdHMAAAAAAQAXAFMEsAP5ABUAABMBNhYVESEyFh0BFAYjIREUBicBJjQnAgoQFwImFR0dFf3aFxD99hACRgGrDQoV%2Ft0dFcgVHf7dFQoNAasNJgAAAAABAAAAUwSZA%2FkAFQAACQEWFAcBBiY1ESEiJj0BNDYzIRE0NgJ%2FAgoQEP32EBf92hUdHRUCJhcD8f5VDSYN%2FlUNChUBIx0VyBUdASMVCgAAAAEAtwAABF0EmQAVAAAJARYGIyERFAYrASImNREhIiY3ATYyAqoBqw0KFf7dHRXIFR3%2B3RUKDQGrDSYEif32EBf92hUdHRUCJhcQAgoQAAAAAQC3ABcEXQSwABUAAAEzMhYVESEyFgcBBiInASY2MyERNDYCJsgVHQEjFQoN%2FlUNJg3%2BVQ0KFQEjHQSwHRX92hcQ%2FfYQEAIKEBcCJhUdAAABAAAAtwSZBF0AFwAACQEWFAcBBiY1EQ4DBz4ENxE0NgJ%2FAgoQEP32EBdesKWBJAUsW4fHfhcEVf5VDSYN%2FlUNChUBIwIkRHVNabGdcUYHAQYVCgACAAAAAASwBLAAFQArAAABITIWFREUBi8BBwYiLwEmND8BJyY2ASEiJjURNDYfATc2Mh8BFhQPARcWBgNSASwVHRUOXvkIFAhqBwf5Xg4I%2FiH%2B1BUdFQ5e%2BQgUCGoHB%2FleDggEsB0V%2FtQVCA5e%2BQcHaggUCPleDhX7UB0VASwVCA5e%2BQcHaggUCPleDhUAAAACAEkASQRnBGcAFQArAAABFxYUDwEXFgYjISImNRE0Nh8BNzYyASEyFhURFAYvAQcGIi8BJjQ%2FAScmNgP2agcH%2BV4OCBX%2B1BUdFQ5e%2BQgU%2FQwBLBUdFQ5e%2BQgUCGoHB%2FleDggEYGoIFAj5Xg4VHRUBLBUIDl75B%2F3xHRX%2B1BUIDl75BwdqCBQI%2BV4OFQAAAAADABcAFwSZBJkADwAfAC8AAAAyHgIUDgIiLgI0PgEFIyIGFxMeATsBMjY3EzYmAyMiBh0BFBY7ATI2PQE0JgHj6tabW1ub1urWm1tbmwGz0BQYBDoEIxQ2FCMEOgQYMZYKDw8KlgoPDwSZW5vW6tabW1ub1urWm7odFP7SFB0dFAEuFB3%2BDA8KlgoPDwqWCg8AAAAABQAAAAAEsASwAEkAVQBhAGgAbwAAATIWHwEWHwEWFxY3Nj8BNjc2MzIWHwEWHwIeATsBMhYdARQGKwEiBh0BIREjESE1NCYrASImPQE0NjsBMjY1ND8BNjc%2BBAUHBhY7ATI2LwEuAQUnJgYPAQYWOwEyNhMhIiY1ESkBERQGIyERAQQJFAUFFhbEFQ8dCAsmxBYXERUXMA0NDgQZCAEPCj0KDw8KMgoP%2FnDI%2FnAPCjIKDw8KPQsOCRkFDgIGFRYfAp2mBwQK2woKAzMDEP41sQgQAzMDCgrnCwMe%2FokKDwGQAlgPCv6JBLAEAgIKDXYNCxUJDRZ2DQoHIREQFRh7LAkLDwoyCg8PCq8BLP7UrwoPDwoyCg8GBQQwgBkUAwgWEQ55ogcKDgqVCgSqnQcECo8KDgr8cg8KAXf%2BiQoPAZAAAAAAAgAAAAwErwSmACsASQAAATYWFQYCDgQuAScmByYOAQ8BBiY1NDc%2BATc%2BAScuAT4BNz4GFyYGBw4BDwEOBAcOARY2Nz4CNz4DNz4BBI0IGgItQmxhi2KORDg9EQQRMxuZGhYqCFUYEyADCQIQOjEnUmFch3vAJQgdHyaiPT44XHRZUhcYDhItIRmKcVtGYWtbKRYEBKYDEwiy%2Ft3IlVgxEQgLCwwBAQIbG5kYEyJAJghKFRE8Hzdff4U%2FM0o1JSMbL0QJGCYvcSEhHjZST2c1ODwEJygeW0AxJUBff1UyFAABAF0AHgRyBM8ATwAAAQ4BHgQXLgc%2BATceAwYHDgQHBicmNzY3PgQuAScWDgMmJy4BJyY%2BBDcGHgM3PgEuAicmPgMCjScfCic4R0IgBBsKGAoQAwEJEg5gikggBhANPkpTPhZINx8SBgsNJysiCRZOQQoVNU1bYC9QZwICBAUWITsoCAYdJzIYHw8YIiYHDyJJYlkEz0OAZVxEOSQMBzgXOB42IzElKRIqg5Gnl0o3Z0c6IAYWCwYNAwQFIDhHXGF1OWiqb0sdBxUknF0XNTQ8PEUiNWNROBYJDS5AQVUhVZloUSkAAAAAA%2F%2FcAGoE1ARGABsAPwBRAAAAMh4FFA4FIi4FND4EBSYGFxYVFAYiJjU0NzYmBwYHDgEXHgQyPgM3NiYnJgUHDgEXFhcWNj8BNiYnJicuAQIGpJ17bk85HBw6T257naKde25POhwcOU9uewIPDwYIGbD4sBcIBw5GWg0ECxYyWl%2BDiINfWjIWCwQMWv3%2FIw8JCSU4EC0OIw4DDywtCyIERi1JXGJcSSpJXGJcSS0tSVxiXEkqSVxiXEncDwYTOT58sLB8OzcTBg9FcxAxEiRGXkQxMEVeRSQSMRF1HiQPLxJEMA0EDyIPJQ8sSRIEAAAABP%2FcAAAE1ASwABQAJwA7AEwAACEjNy4ENTQ%2BBTMyFzczEzceARUUDgMHNz4BNzYmJyYlBgcOARceBBc3LgE1NDc2JhcHDgEXFhcWNj8CJyYnLgECUJQfW6l2WSwcOU9ue51SPUEglCYvbIknUGqYUi5NdiYLBAw2%2FVFGWg0ECxIqSExoNSlrjxcIB3wjDwkJJTgQLQ4MFgMsLQsieBRhdHpiGxVJXGJcSS0Pef5StVXWNBpacm5jGq0xiD8SMRFGckVzEDESHjxRQTkNmhKnbjs3EwZwJA8vEkQwDQQPC1YELEkSBAAAAAP%2FngAABRIEqwALABgAKAAAJwE2FhcBFgYjISImJSE1NDY7ATIWHQEhAQczMhYPAQ4BKwEiJi8BJjZaAoIUOBQCghUbJfryJRsBCgFZDwqWCg8BWf5DaNAUGAQ6BCMUNhQjBDoEGGQEKh8FIfvgIEdEhEsKDw8KSwLT3x0U%2FBQdHRT8FB0AAAABAGQAFQSwBLAAKAAAADIWFREBHgEdARQGJyURFh0BFAYvAQcGJj0BNDcRBQYmPQE0NjcBETQCTHxYAWsPFhgR%2FplkGhPNzRMaZP6ZERgWDwFrBLBYPv6t%2FrsOMRQpFA0M%2Bf75XRRAFRAJgIAJEBVAFF0BB%2FkMDRQpFDEOAUUBUz4AAAARAAAAAARMBLAAHQAnACsALwAzADcAOwA%2FAEMARwBLAE8AUwBXAFsAXwBjAAABMzIWHQEzMhYdASE1NDY7ATU0NjsBMhYdASE1NDYBERQGIyEiJjURFxUzNTMVMzUzFTM1MxUzNTMVMzUFFTM1MxUzNTMVMzUzFTM1MxUzNQUVMzUzFTM1MxUzNTMVMzUzFTM1A1JkFR0yFR37tB0VMh0VZBUdAfQdAQ8dFfwYFR1kZGRkZGRkZGRk%2FHxkZGRkZGRkZGT8fGRkZGRkZGRkZASwHRUyHRWWlhUdMhUdHRUyMhUd%2FnD9EhUdHRUC7shkZGRkZGRkZGRkyGRkZGRkZGRkZGTIZGRkZGRkZGRkZAAAAAMAAAAZBXcElwAZACUANwAAARcWFA8BBiY9ASMBISImPQE0NjsBATM1NDYBBycjIiY9ATQ2MyEBFxYUDwEGJj0BIyc3FzM1NDYEb%2FkPD%2FkOFZ%2F9qP7dFR0dFdECWPEV%2FamNetEVHR0VASMDGvkPD%2FkOFfG1jXqfFQSN5g4qDuYOCBWW%2FagdFWQVHQJYlhUI%2FpiNeh0VZBUd%2Fk3mDioO5g4IFZa1jXqWFQgAAAABAAAAAASwBEwAEgAAEyEyFhURFAYjIQERIyImNRE0NmQD6Ck7Oyn9rP7QZCk7OwRMOyn9qCk7%2FtQBLDspAlgpOwAAAAMAZAAABEwEsAAJABMAPwAAEzMyFh0BITU0NiEzMhYdASE1NDYBERQOBSIuBTURIRUUFRwBHgYyPgYmNTQ9AZbIFR3%2B1B0C0cgVHf7UHQEPBhgoTGacwJxmTCgYBgEsAwcNFB8nNkI2Jx8TDwUFAQSwHRX6%2BhUdHRX6%2BhUd%2FnD%2B1ClJalZcPigoPlxWakkpASz6CRIVKyclIRsWEAgJEBccISUnKhURCPoAAAAB%2F%2F8A1ARMA8IABQAAAQcJAScBBEzG%2Fp%2F%2Bn8UCJwGbxwFh%2Fp%2FHAicAAQAAAO4ETQPcAAUAAAkCNwkBBE392v3ZxgFhAWEDFf3ZAifH%2Fp8BYQAAAAAC%2F1EAZAVfA%2BgAFAApAAABITIWFREzMhYPAQYiLwEmNjsBESElFxYGKwERIRchIiY1ESMiJj8BNjIBlALqFR2WFQgO5g4qDuYOCBWW%2FoP%2BHOYOCBWWAYHX%2FRIVHZYVCA7mDioD6B0V%2FdkVDvkPD%2FkOFQGRuPkOFf5wyB0VAiYVDvkPAAABAAYAAASeBLAAMAAAEzMyFh8BITIWBwMOASMhFyEyFhQGKwEVFAYiJj0BIRUUBiImPQEjIiYvAQMjIiY0NjheERwEJgOAGB4FZAUsIf2HMAIXFR0dFTIdKh3%2B1B0qHR8SHQYFyTYUHh4EsBYQoiUY%2FiUVK8gdKh0yFR0dFTIyFR0dFTIUCQoDwR0qHQAAAAACAAAAAASwBEwACwAPAAABFSE1MzQ2MyEyFhUFIREhBLD7UMg7KQEsKTv9RASw%2B1AD6GRkKTs7Kcj84AACAAAAAAXcBEwADAAQAAATAxEzNDYzITIWFSEVBQEhAcjIyDspASwqOgH0ASz%2B1PtQASwDIP5wAlgpOzspyGT9RAK8AAEBRQAAA2sErwAbAAABFxYGKwERMzIWDwEGIi8BJjY7AREjIiY%2FATYyAnvmDggVlpYVCA7mDioO5g4IFZaWFQgO5g4qBKD5DhX9pxUO%2BQ8P%2BQ4VAlkVDvkPAAAAAQABAUQErwNrABsAAAEXFhQPAQYmPQEhFRQGLwEmND8BNhYdASE1NDYDqPkODvkPFf2oFQ%2F5Dg75DxUCWBUDYOUPKQ%2FlDwkUl5cUCQ%2FlDykP5Q8JFZWVFQkAAAAEAAAAAASwBLAACQAZAB0AIQAAAQMuASMhIgYHAwUhIgYdARQWMyEyNj0BNCYFNTMVMzUzFQSRrAUkFP1gFCQFrAQt%2FBgpOzspA%2BgpOzv%2Bq2RkZAGQAtwXLSgV%2FR1kOylkKTs7KWQpO8hkZGRkAAAAA%2F%2BcAGQEsARMAAsAIwAxAAAAMhYVERQGIiY1ETQDJSMTFgYjIisBIiYnAj0BNDU0PgE7ASUBFSIuAz0BND4CNwRpKh0dKh1k%2FV0mLwMRFQUCVBQdBDcCCwzIAqP8GAQOIhoWFR0dCwRMHRX8rhUdHRUDUhX8mcj%2B7BAIHBUBUQ76AgQQDw36%2FtT6AQsTKRwyGigUDAEAAAACAEoAAARmBLAALAA1AAABMzIWDwEeARcTFzMyFhQGBw4EIyIuBC8BLgE0NjsBNxM%2BATcnJjYDFjMyNw4BIiYCKV4UEgYSU3oPP3YRExwaEggeZGqfTzl0XFU%2BLwwLEhocExF2Pw96UxIGEyQyNDUxDDdGOASwFRMlE39N%2FrmtHSkoBwQLHBYSCg4REg4FBAgoKR2tAUdNfhQgExr7vgYGMT09AAEAFAAUBJwEnAAXAAABNwcXBxcHFycHJwcnBzcnNyc3Jxc3FzcDIOBO6rS06k7gLZubLeBO6rS06k7gLZubA7JO4C2bmy3gTuq0tOpO4C2bmy3gTuq0tAADAAAAZASwBLAAIQAtAD0AAAEzMhYdAQchMhYdARQHAw4BKwEiJi8BIyImNRE0PwI%2BARcPAREzFzMTNSE3NQEzMhYVERQGKwEiJjURNDYCijIoPBwBSCg8He4QLBf6B0YfHz0tNxSRYA0xG2SWZIjW%2Bv4%2BMv12ZBUdHRVkFR0dBLBRLJZ9USxkLR3%2BqBghMhkZJCcBkCQbxMYcKGTU1f6JZAF3feGv%2FtQdFf4MFR0dFQH0FR0AAAAAAwAAAAAEsARMACAAMAA8AAABMzIWFxMWHQEUBiMhFh0BFAYrASImLwImNRE0NjsBNgUzMhYVERQGKwEiJjURNDYhByMRHwEzNSchNQMCWPoXLBDuHTwo%2FrgcPCgyGzENYJEUNy09fP3pZBUdHRVkFR0dAl%2BIZJZkMjIBwvoETCEY%2FqgdLWQsUXYHlixRKBzGxBskAZAnJGRkHRX%2BDBUdHRUB9BUdZP6J1dSv4X0BdwADAAAAZAUOBE8AGwA3AEcAAAElNh8BHgEPASEyFhQGKwEDDgEjISImNRE0NjcXERchEz4BOwEyNiYjISoDLgQnJj8BJwUzMhYVERQGKwEiJjURNDYBZAFrHxZuDQEMVAEuVGxuVGqDBhsP%2FqoHphwOOmQBJYMGGw%2FLFRMSFv44AgoCCQMHAwUDAQwRklb9T2QVHR0VZBUdHQNp5hAWcA0mD3lMkE7%2BrRUoog0CDRElCkj%2BCVkBUxUoMjIBAgIDBQIZFrdT5B0V%2FgwVHR0VAfQVHQAAAAP%2FnABkBLAETwAdADYARgAAAQUeBBURFAYjISImJwMjIiY0NjMhJyY2PwE2BxcWBw4FKgIjIRUzMhYXEyE3ESUFMzIWFREUBisBIiY1ETQ2AdsBbgIIFBANrAf%2Bqg8bBoNqVW1sVAEuVQsBDW4WSpIRDAIDBQMHAwkDCgH%2BJd0PHAaCASZq%2FqoCUGQVHR0VZBUdHQRP5gEFEBEXC%2F3zDaIoFQFTTpBMeQ8mDXAWrrcWGQIFAwICAWQoFf6tWQH37OQdFf4MFR0dFQH0FR0AAAADAGEAAARMBQ4AGwA3AEcAAAAyFh0BBR4BFREUBiMhIiYvAQMmPwE%2BAR8BETQXNTQmBhURHAMOBAcGLwEHEyE3ESUuAQMhMhYdARQGIyEiJj0BNDYB3pBOAVMVKKIN%2FfMRJQoJ5hAWcA0mD3nGMjIBAgIDBQIZFrdT7AH3Wf6tFSiWAfQVHR0V%2FgwVHR0FDm5UaoMGGw%2F%2BqgemHA4OAWsfFm4NAQxUAS5U1ssVExIW%2FjgCCgIJAwcDBQMBDBGSVv6tZAElgwYb%2FQsdFWQVHR0VZBUdAAP%2F%2FQAGA%2BgFFAAPAC0ASQAAASEyNj0BNCYjISIGHQEUFgEVFAYiJjURBwYmLwEmNxM%2BBDMhMhYVERQGBwEDFzc2Fx4FHAIVERQWNj0BNDY3JREnAV4B9BUdHRX%2BDBUdHQEPTpBMeQ8mDXAWEOYBBRARFwsCDQ2iKBX9iexTtxYZAgUDAgIBMjIoFQFTWQRMHRVkFR0dFWQVHfzmalRubFQBLlQMAQ1uFh8BawIIEw8Mpgf%2Bqg8bBgHP%2Fq1WkhEMAQMFAwcDCQIKAv44FhITFcsPGwaDASVkAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBJSYGHQEhIgYdARQWMyEVFBY3JTY0AeLs1ptbW5vW7NabW1ubAob%2B7RAX%2Fu0KDw8KARMXEAETEASaW5vW7NabW1ub1uzWm%2F453w0KFYkPCpYKD4kVCg3fDSYAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgENAQYUFwUWNj0BITI2PQE0JiMhNTQmAeLs1ptbW5vW7NabW1ubASX%2B7RAQARMQFwETCg8PCv7tFwSaW5vW7NabW1ub1uzWm%2BjfDSYN3w0KFYkPCpYKD4kVCgAAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBAyYiBwMGFjsBERQWOwEyNjURMzI2AeLs1ptbW5vW7NabW1ubAkvfDSYN3w0KFYkPCpYKD4kVCgSaW5vW7NabW1ub1uzWm%2F5AARMQEP7tEBf%2B7QoPDwoBExcAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEFIyIGFREjIgYXExYyNxM2JisBETQmAeLs1ptbW5vW7NabW1ubAZeWCg%2BJFQoN3w0mDd8NChWJDwSaW5vW7NabW1ub1uzWm7sPCv7tFxD%2B7RAQARMQFwETCg8AAAMAGAAYBJgEmAAPAJYApgAAADIeAhQOAiIuAjQ%2BASUOAwcGJgcOAQcGFgcOAQcGFgcUFgcyHgEXHgIXHgI3Fg4BFx4CFxQGFBcWNz4CNy4BJy4BJyIOAgcGJyY2NS4BJzYuAQYHBicmNzY3HgIXHgMfAT4CJyY%2BATc%2BAzcmNzIWMjY3LgMnND4CJiceAT8BNi4CJwYHFB4BFS4CJz4BNxYyPgEB5OjVm1xcm9Xo1ZtcXJsBZA8rHDoKDz0PFD8DAxMBAzEFCRwGIgEMFhkHECIvCxU%2FOR0HFBkDDRQjEwcFaHUeISQDDTAMD0UREi4oLBAzDwQBBikEAQMLGhIXExMLBhAGKBsGBxYVEwYFAgsFAwMNFwQGCQcYFgYQCCARFwkKKiFBCwQCAQMDHzcLDAUdLDgNEiEQEgg%2FKhADGgMKEgoRBJhcm9Xo1ZtcXJvV6NWbEQwRBwkCAwYFBycPCxcHInIWInYcCUcYChQECA4QBAkuHgQPJioRFRscBAcSCgwCch0kPiAIAQcHEAsBAgsLIxcBMQENCQIPHxkCFBkdHB4QBgEBBwoMGBENBAMMJSAQEhYXDQ4qFBkKEhIDCQsXJxQiBgEOCQwHAQ0DBAUcJAwSCwRnETIoAwEJCwsLJQcKDBEAAAAAAQAAAAIErwSFABYAAAE2FwUXNxYGBw4BJwEGIi8BJjQ3ASY2AvSkjv79kfsGUE08hjv9rA8rD28PDwJYIk8EhVxliuh%2BWYcrIgsW%2FawQEG4PKxACV2XJAAYAAABgBLAErAAPABMAIwAnADcAOwAAEyEyFh0BFAYjISImPQE0NgUjFTMFITIWHQEUBiMhIiY9ATQ2BSEVIQUhMhYdARQGIyEiJj0BNDYFIRUhZAPoKTs7KfwYKTs7BBHIyPwYA%2BgpOzsp%2FBgpOzsEEf4MAfT8GAPoKTs7KfwYKTs7BBH%2B1AEsBKw7KWQpOzspZCk7ZGTIOylkKTs7KWQpO2RkyDspZCk7OylkKTtkZAAAAAIAZAAABEwEsAALABEAABMhMhYUBiMhIiY0NgERBxEBIZYDhBUdHRX8fBUdHQI7yP6iA4QEsB0qHR0qHf1E%2FtTIAfQB9AAAAAMAAABkBLAEsAAXABsAJQAAATMyFh0BITIWFREhNSMVIRE0NjMhNTQ2FxUzNQEVFAYjISImPQEB9MgpOwEsKTv%2BDMj%2BDDspASw7KcgB9Dsp%2FBgpOwSwOylkOyn%2BcGRkAZApO2QpO2RkZP1EyCk7OynIAAAABAAAAAAEsASwABUAKwBBAFcAABMhMhYPARcWFA8BBiIvAQcGJjURNDYpATIWFREUBi8BBwYiLwEmND8BJyY2ARcWFA8BFxYGIyEiJjURNDYfATc2MgU3NhYVERQGIyEiJj8BJyY0PwE2MhcyASwVCA5exwcHaggUCMdeDhUdAzUBLBUdFQ5exwgUCGoHB8deDgj%2BL2oHB8deDggV%2FtQVHRUOXscIFALLXg4VHRX%2B1BUIDl7HBwdqCBQIBLAVDl7HCBQIagcHx14OCBUBLBUdHRX%2B1BUIDl7HBwdqCBQIx14OFf0maggUCMdeDhUdFQEsFQgOXscHzl4OCBX%2B1BUdFQ5exwgUCGoHBwAAAAYAAAAABKgEqAAPABsAIwA7AEMASwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiQyFhQGIiY0JDIWFAYjIicHFhUUBiImNTQ2PwImNTQEMhYUBiImNCQyFhQGIiY0Advy3Z9fX5%2Fd8t2gXl6gAcbgv29vv%2BC%2Fb2%2F%2BLS0gIC0gAUwtICAWDg83ETNIMykfegEJ%2FoctICAtIAIdLSAgLSAEqF%2Bf3fLdoF5eoN3y3Z9Xb7%2Fgv29vv%2BC%2FBiAtISEtICAtIQqRFxwkMzMkIDEFfgEODhekIC0gIC0gIC0gIC0AAf%2FYAFoEuQS8AFsAACUBNjc2JicmIyIOAwcABw4EFx4BMzI3ATYnLgEjIgcGBwEOASY0NwA3PgEzMhceARcWBgcOBgcGIyImJyY2NwE2NzYzMhceARcWBgcBDgEnLgECIgHVWwgHdl8WGSJBMD8hIP6IDx4eLRMNBQlZN0ozAiQkEAcdEhoYDRr%2Bqw8pHA4BRyIjQS4ODyw9DQ4YIwwod26La1YOOEBGdiIwGkQB%2F0coW2tQSE5nDxE4Qv4eDyoQEAOtAdZbZWKbEQQUGjIhH%2F6JDxsdNSg3HT5CMwIkJCcQFBcMGv6uDwEcKQ4BTSIjIQEINykvYyMLKnhuiWZMBxtAOU6%2BRAH%2FSBg3ISSGV121Qv4kDwIPDyYAAAACAGQAWASvBEQAGQBEAAABPgIeAhUUDgMHLgQ1ND4CHgEFIg4DIi4DIyIGFRQeAhcWFx4EMj4DNzY3PgQ1NCYCiTB7eHVYNkN5hKg%2BPqeFeEM4WnZ4eQEjIT8yLSohJyktPyJDbxtBMjMPBw86KzEhDSIzKUAMBAgrKT8dF2oDtURIBS1TdkA5eYB%2FslVVsn%2BAeTlAdlMtBUgtJjY1JiY1NiZvTRc4SjQxDwcOPCouGBgwKEALBAkpKkQqMhNPbQACADn%2F8gR3BL4AFwAuAAAAMh8BFhUUBg8BJi8BNycBFwcvASY0NwEDNxYfARYUBwEGIi8BJjQ%2FARYfAQcXAQKru0KNQjgiHR8uEl%2F3%2FnvUaRONQkIBGxJpCgmNQkL%2B5UK6Qo1CQjcdLhJf9wGFBL5CjUJeKmsiHTUuEl%2F4%2FnvUahKNQrpCARv%2BRmkICY1CukL%2B5UJCjUK7Qjc3LxFf%2BAGFAAAAAAMAyAAAA%2BgEsAARABUAHQAAADIeAhURFAYjISImNRE0PgEHESERACIGFBYyNjQCBqqaZDo7Kf2oKTs8Zj4CWP7%2FVj09Vj0EsB4uMhX8Ryk7OykDuRUzLar9RAK8%2FRY9Vj09VgABAAAAAASwBLAAFgAACQEWFAYiLwEBEScBBRMBJyEBJyY0NjIDhgEbDx0qDiT%2B6dT%2BzP7oywEz0gEsAQsjDx0qBKH%2B5g8qHQ8j%2FvX%2B1NL%2BzcsBGAE01AEXJA4qHQAAAAADAScAEQQJBOAAMgBAAEsAAAEVHgQXIy4DJxEXHgQVFAYHFSM1JicuASczHgEXEScuBDU0PgI3NRkBDgMVFB4DFxYXET4ENC4CArwmRVI8LAKfBA0dMydAIjxQNyiym2SWVygZA4sFV0obLkJOMCAyVWg6HSoqFQ4TJhkZCWgWKTEiGBkzNwTgTgUTLD9pQiQuLBsH%2Fs0NBxMtPGQ%2Bi6oMTU8QVyhrVk1iEAFPCA4ZLzlYNkZwSCoGTf4SARIEDh02Jh0rGRQIBgPQ%2FsoCCRYgNEM0JRkAAAABAGQAZgOUBK0ASgAAATIeARUjNC4CIyIGBwYVFB4BFxYXMxUjFgYHBgc%2BATM2FjMyNxcOAyMiLgEHDgEPASc%2BBTc%2BAScjNTMmJy4CPgE3NgIxVJlemSc8OxolVBQpGxoYBgPxxQgVFS02ImIWIIwiUzUyHzY4HCAXanQmJ1YYFzcEGAcTDBEJMAwk3aYXFQcKAg4tJGEErVCLTig%2FIhIdFSw5GkowKgkFZDKCHj4yCg8BIh6TExcIASIfBAMaDAuRAxAFDQsRCjePR2QvORQrREFMIVgAAAACABn%2F%2FwSXBLAADwAfAAABMzIWDwEGIi8BJjY7AREzBRcWBisBESMRIyImPwE2MgGQlhUIDuYOKg7mDggVlsgCF%2BYOCBWWyJYVCA7mDioBLBYO%2Bg8P%2Bg4WA4QQ%2BQ4V%2FHwDhBUO%2BQ8AAAQAGf%2F%2FA%2BgEsAAHABcAGwAlAAABIzUjFSMRIQEzMhYPAQYiLwEmNjsBETMFFTM1EwczFSE1NyM1IQPoZGRkASz9qJYVCA7mDioO5g4IFZbIAZFkY8jI%2FtTIyAEsArxkZAH0%2FHwWDvoPD%2FoOFgOEZMjI%2FRL6ZJb6ZAAAAAAEABn%2F%2FwPoBLAADwAZACEAJQAAATMyFg8BBiIvASY2OwERMwUHMxUhNTcjNSERIzUjFSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAljIyP7UyMgBLGRkZAEsx2QBLBYO%2Bg8P%2Bg4WA4SW%2BmSW%2BmT7UGRkAfRkyMgAAAAEABn%2F%2FwRMBLAADwAVABsAHwAAATMyFg8BBiIvASY2OwERMwEjESM1MxMjNSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAlhkZMhkZMgBLMdkASwWDvoPD%2FoOFgOE%2FgwBkGT7UGQBkGTIyAAAAAAEABn%2F%2FwRMBLAADwAVABkAHwAAATMyFg8BBiIvASY2OwERMwEjNSMRIQcVMzUDIxEjNTMBkJYVCA7mDioO5g4IFZbIArxkyAEsx2QBZGTIASwWDvoPD%2FoOFgOE%2FgxkAZBkyMj7tAGQZAAAAAAFABn%2F%2FwSwBLAADwATABcAGwAfAAABMzIWDwEGIi8BJjY7AREzBSM1MxMhNSETITUhEyE1IQGQlhUIDuYOKg7mDggVlsgB9MjIZP7UASxk%2FnABkGT%2BDAH0ASwWDvoPD%2FoOFgOEyMj%2BDMj%2BDMj%2BDMgABQAZ%2F%2F8EsASwAA8AEwAXABsAHwAAATMyFg8BBiIvASY2OwERMwUhNSEDITUhAyE1IQMjNTMBkJYVCA7mDioO5g4IFZbIAyD%2BDAH0ZP5wAZBk%2FtQBLGTIyAEsFg76Dw%2F6DhYDhMjI%2FgzI%2FgzI%2FgzIAAIAAAAABEwETAAPAB8AAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmAV4BkKK8u6P%2BcKW5uQJn%2FgwpOzspAfQpOzsETLuj%2FnClubmlAZClucg7Kf4MKTs7KQH0KTsAAAAAAwAAAAAETARMAA8AHwArAAABITIWFREUBiMhIiY1ETQ2BSEiBhURFBYzITI2NRE0JgUXFhQPAQYmNRE0NgFeAZClubml%2FnCju7wCZP4MKTs7KQH0KTs7%2Fm%2F9ERH9EBgYBEy5pf5wpbm5pQGQo7vIOyn%2BDCk7OykB9Ck7gr4MJAy%2BDAsVAZAVCwAAAAADAAAAAARMBEwADwAfACsAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFg8BBiIvASY2AV4BkKO7uaX%2BcKW5uQJn%2FgwpOzspAfQpOzv%2BFQGQFQsMvgwkDL4MCwRMvKL%2BcKW5uaUBkKO7yDsp%2FgwpOzspAfQpO8gYEP0REf0QGAAAAAMAAAAABEwETAAPAB8AKwAAASEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFFxYGIyEiJj8BNjIBXgGQpbm5pf5wo7u5Amf%2BDCk7OykB9Ck7O%2F77vgwLFf5wFQsMvgwkBEy5pf5wo7u8ogGQpbnIOyn%2BDCk7OykB9Ck7z%2F0QGBgQ%2FREAAAAAAgAAAAAFFARMAB8ANQAAASEyFhURFAYjISImPQE0NjMhMjY1ETQmIyEiJj0BNDYHARYUBwEGJj0BIyImPQE0NjsBNTQ2AiYBkKW5uaX%2BcBUdHRUBwik7Oyn%2BPhUdHb8BRBAQ%2FrwQFvoVHR0V%2BhYETLml%2FnCluR0VZBUdOykB9Ck7HRVkFR3p%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgAAAQDZAAID1wSeACMAAAEXFgcGAgclMhYHIggBBwYrAScmNz4BPwEhIicmNzYANjc2MwMZCQgDA5gCASwYEQ4B%2Fvf%2B8wQMDgkJCQUCUCcn%2FtIXCAoQSwENuwUJEASeCQoRC%2F5TBwEjEv7K%2FsUFDwgLFQnlbm4TFRRWAS%2FTBhAAAAACAAAAAAT%2BBEwAHwA1AAABITIWHQEUBiMhIgYVERQWMyEyFh0BFAYjISImNRE0NgUBFhQHAQYmPQEjIiY9ATQ2OwE1NDYBXgGQFR0dFf4%2BKTs7KQHCFR0dFf5wpbm5AvEBRBAQ%2FrwQFvoVHR0V%2BhYETB0VZBUdOyn%2BDCk7HRVkFR25pQGQpbnp%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgACAAAAAASwBLAAFQAxAAABITIWFREUBi8BAQYiLwEmNDcBJyY2ASMiBhURFBYzITI2PQE3ERQGIyEiJjURNDYzIQLuAZAVHRUObf7IDykPjQ8PAThtDgj%2B75wpOzspAfQpO8i7o%2F5wpbm5pQEsBLAdFf5wFQgObf7IDw%2BNDykPAThtDhX%2B1Dsp%2FgwpOzsplMj%2B1qW5uaUBkKW5AAADAA4ADgSiBKIADwAbACMAAAAyHgIUDgIiLgI0PgEEIg4BFB4BMj4BNCYEMhYUBiImNAHh7tmdXV2d2e7ZnV1dnQHD5sJxccLmwnFx%2FnugcnKgcgSiXZ3Z7tmdXV2d2e7ZnUdxwubCcXHC5sJzcqBycqAAAAMAAAAABEwEsAAVAB8AIwAAATMyFhURMzIWBwEGIicBJjY7ARE0NgEhMhYdASE1NDYFFTM1AcLIFR31FAoO%2FoEOJw3%2BhQ0JFfod%2FoUD6BUd%2B7QdA2dkBLAdFf6iFg%2F%2BVg8PAaoPFgFeFR38fB0V%2BvoVHWQyMgAAAAMAAAAABEwErAAVAB8AIwAACQEWBisBFRQGKwEiJj0BIyImNwE%2BAQEhMhYdASE1NDYFFTM1AkcBeg4KFfQiFsgUGPoUCw4Bfw4n%2FfkD6BUd%2B7QdA2dkBJ7%2BTQ8g%2BhQeHRX6IQ8BrxAC%2FH8dFfr6FR1kMjIAAwAAAAAETARLABQAHgAiAAAJATYyHwEWFAcBBiInASY0PwE2MhcDITIWHQEhNTQ2BRUzNQGMAXEHFQeLBwf98wcVB%2F7cBweLCBUH1APoFR37tB0DZ2QC0wFxBweLCBUH%2FfMICAEjCBQIiwcH%2FdIdFfr6FR1kMjIABAAAAAAETASbAAkAGQAjACcAABM3NjIfAQcnJjQFNzYWFQMOASMFIiY%2FASc3ASEyFh0BITU0NgUVMzWHjg4qDk3UTQ4CFtIOFQIBHRX9qxUIDtCa1P49A%2BgVHfu0HQNnZAP%2Fjg4OTdRMDyqa0g4IFf2pFB4BFQ7Qm9T9Oh0V%2BvoVHWQyMgAAAAQAAAAABEwEsAAPABkAIwAnAAABBR4BFRMUBi8BByc3JyY2EwcGIi8BJjQ%2FAQEhMhYdASE1NDYFFTM1AV4CVxQeARUO0JvUm9IOCMNMDyoOjg4OTf76A%2BgVHfu0HQNnZASwAgEdFf2rFQgO0JrUmtIOFf1QTQ4Ojg4qDk3%2BWB0V%2BvoVHWQyMgACAAT%2F7ASwBK8ABQAIAAAlCQERIQkBFQEEsP4d%2Fsb%2BcQSs%2FTMCq2cBFP5xAacDHPz55gO5AAAAAAIAAABkBEwEsAAVABkAAAERFAYrAREhESMiJjURNDY7AREhETMHIzUzBEwdFZb9RJYVHR0V%2BgH0ZMhkZAPo%2FK4VHQGQ%2FnAdFQPoFB7%2B1AEsyMgAAAMAAABFBN0EsAAWABoALwAAAQcBJyYiDwEhESMiJjURNDY7AREhETMHIzUzARcWFAcBBiIvASY0PwE2Mh8BATYyBEwC%2FtVfCRkJlf7IlhUdHRX6AfRkyGRkAbBqBwf%2BXAgUCMoICGoHFQdPASkHFQPolf7VXwkJk%2F5wHRUD6BQe%2FtQBLMjI%2Fc5qBxUH%2FlsHB8sHFQdqCAhPASkHAAMAAAANBQcEsAAWABoAPgAAAREHJy4BBwEhESMiJjURNDY7AREhETMHIzUzARcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyBExnhg8lEP72%2FreWFR0dFfoB9GTIZGQB9kYPD4ODDw9GDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykD6P7zZ4YPAw7%2B9v5wHRUD6BQe%2FtQBLMjI%2FYxGDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykPRg8Pg4MPAAADAAAAFQSXBLAAFQAZAC8AAAERISIGHQEhESMiJjURNDY7AREhETMHIzUzEzMyFh0BMzIWDwEGIi8BJjY7ATU0NgRM%2FqIVHf4MlhUdHRX6AfRkyGRklmQVHZYVCA7mDioO5g4IFZYdA%2Bj%2B1B0Vlv5wHRUD6BQe%2FtQBLMjI%2FagdFfoVDuYODuYOFfoVHQAAAAADAAAAAASXBLAAFQAZAC8AAAERJyYiBwEhESMiJjURNDY7AREhETMHIzUzExcWBisBFRQGKwEiJj0BIyImPwE2MgRMpQ4qDv75%2Fm6WFR0dFfoB9GTIZGTr5g4IFZYdFWQVHZYVCA7mDioD6P5wpQ8P%2Fvf%2BcB0VA%2BgUHv7UASzIyP2F5Q8V%2BhQeHhT6FQ%2FlDwADAAAAyASwBEwACQATABcAABMhMhYdASE1NDYBERQGIyEiJjURExUhNTIETBUd%2B1AdBJMdFfu0FR1kAZAETB0VlpYVHf7U%2FdoVHR0VAib%2B1MjIAAAGAAMAfQStBJcADwAZAB0ALQAxADsAAAEXFhQPAQYmPQEhNSE1NDYBIyImPQE0NjsBFyM1MwE3NhYdASEVIRUUBi8BJjQFIzU7AjIWHQEUBisBA6f4Dg74DhX%2BcAGQFf0vMhUdHRUyyGRk%2FoL3DhUBkP5wFQ73DwOBZGRkMxQdHRQzBI3mDioO5g4IFZbIlhUI%2FoUdFWQVHcjI%2FcvmDggVlsiWFQgO5g4qecgdFWQVHQAAAAACAGQAAASwBLAAFgBRAAABJTYWFREUBisBIiY1ES4ENRE0NiUyFh8BERQOAg8BERQGKwEiJjURLgQ1ETQ%2BAzMyFh8BETMRPAE%2BAjMyFh8BETMRND4DA14BFBklHRXIFR0EDiIaFiX%2B4RYZAgEVHR0LCh0VyBUdBA4iGhYBBwoTDRQZAgNkBQkVDxcZAQFkAQUJFQQxdBIUH%2FuuFR0dFQGNAQgbHzUeAWcfRJEZDA3%2BPhw%2FMSkLC%2F5BFR0dFQG%2FBA8uLkAcAcICBxENCxkMDf6iAV4CBxENCxkMDf6iAV4CBxENCwABAGQAAASwBEwAMwAAARUiDgMVERQWHwEVITUyNjURIREUFjMVITUyPgM1ETQmLwE1IRUiBhURIRE0JiM1BLAEDiIaFjIZGf5wSxn%2BDBlL%2FnAEDiIaFjIZGQGQSxkB9BlLBEw4AQUKFA78iBYZAQI4OA0lAYr%2BdiUNODgBBQoUDgN4FhkBAjg4DSX%2BdgGKJQ04AAAABgAAAAAETARMAAwAHAAgACQAKAA0AAABITIWHQEjBTUnITchBSEyFhURFAYjISImNRE0NhcVITUBBTUlBRUhNQUVFAYjIQchJyE3MwKjAXcVHWn%2B2cj%2BcGQBd%2F4lASwpOzsp%2FtQpOzspASwCvP5wAZD8GAEsArwdFf6JZP6JZAGQyGkD6B0VlmJiyGTIOyn%2BDCk7OykB9Ck7ZMjI%2FveFo4XGyMhm%2BBUdZGTIAAEAEAAQBJ8EnwAmAAATNzYWHwEWBg8BHgEXNz4BHwEeAQ8BBiIuBicuBTcRohEuDosOBhF3ZvyNdxEzE8ATBxGjAw0uMUxPZWZ4O0p3RjITCwED76IRBhPCFDERdo78ZXYRBA6IDi8RogEECBUgNUNjO0qZfHNVQBAAAAACAAAAAASwBEwAIwBBAAAAMh4EHwEVFAYvAS4BPQEmIAcVFAYPAQYmPQE%2BBRIyHgIfARUBHgEdARQGIyEiJj0BNDY3ATU0PgIB%2FLimdWQ%2FLAkJHRTKFB2N%2FsKNHRTKFB0DDTE7ZnTKcFImFgEBAW0OFR0V%2B7QVHRUOAW0CFiYETBUhKCgiCgrIFRgDIgMiFZIYGJIVIgMiAxgVyAQNJyQrIP7kExwcCgoy%2FtEPMhTUFR0dFdQUMg8BLzIEDSEZAAADAAAAAASwBLAADQAdACcAAAEHIScRMxUzNTMVMzUzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYETMj9qMjIyMjIyPyuArwVHR0VDIn8SokMFR0dswRMFR37UB0CvMjIAfTIyMjI%2FOAdKh1kZB0qHf7UHRUyMhUdAAAAAwBkAAAEsARMAAkAEwAdAAABIyIGFREhETQmASMiBhURIRE0JgEhETQ2OwEyFhUCvGQpOwEsOwFnZCk7ASw7%2FRv%2B1DspZCk7BEw7KfwYA%2BgpO%2F7UOyn9RAK8KTv84AGQKTs7KQAAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQURByMRMwcRMxHIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkyMhkZARMsHz%2BDHywsHwB9HywyP1EArzIZP7UZGQBLGT%2B1GQB9GT%2B1AEsAAAABf%2BcAAAEsARMAA8AEwAfACUAKQAAEyEyFhURFAYjISImNRE0NhcRIREBIzUjFSMRMxUzNTMFEQcjETMHETMRyAK8fLCwfP1EfLCwGAOE%2FgxkZGRkZGQBkGTIyGRkBEywfP4MfLCwfAH0fLDI%2FUQCvP2oyMgB9MjIZP7UZAH0ZP7UASwABP%2BcAAAEsARMAA8AEwAbACMAABMhMhYVERQGIyEiJjURNDYXESERBSMRMxUhESEFIxEzFSERIcgCvHywsHz9RHywsBgDhP4MyMj%2B1AEsAZDIyP7UASwETLB8%2Fgx8sLB8AfR8sMj9RAK8yP7UZAH0ZP7UZAH0AAAABP%2BcAAAEsARMAA8AEwAWABkAABMhMhYVERQGIyEiJjURNDYXESERAS0BDQERyAK8fLCwfP1EfLCwGAOE%2Fgz%2B1AEsAZD%2B1ARMsHz%2BDHywsHwB9HywyP1EArz%2BDJaWlpYBLAAAAAX%2FnAAABLAETAAPABMAFwAgACkAABMhMhYVERQGIyEiJjURNDYXESERAyERIQcjIgYVFBY7AQERMzI2NTQmI8gCvHywsHz9RHywsBgDhGT9RAK8ZIImOTYpgv4Mgik2OSYETLB8%2Fgx8sLB8AfR8sMj9RAK8%2FagB9GRWQUFUASz%2B1FRBQVYAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkZMjIZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yGT%2B1GRkASz%2BDAGQZP4MZAAG%2F5wAAASwBEwADwATABkAHwAjACcAABMhMhYVERQGIyEiJjURNDYXESERBTMRIREzASMRIzUzBRUzNQEjNTPIArx8sLB8%2FUR8sLAYA4T9RMj%2B1GQCWGRkyP2oZAEsZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yP5wAfT%2BDAGQZMjIyP7UZAAF%2F5wAAASwBEwADwATABwAIgAmAAATITIWFREUBiMhIiY1ETQ2FxEhEQEHIzU3NSM1IQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMdkx8gBLAGQZGTIx2RkBEywfP4MfLCwfAH0fLDI%2FUQCvP5wyDLIlmT%2BDAGQZP4MZAAAAAMACQAJBKcEpwAPABsAJQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgchFSEVISc1NyEB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWz%2B1AEs%2FtRkZAEsBKdentvw255eXp7b8NueTHHC5MJxccLkwtDIZGTIZAAAAAAEAAkACQSnBKcADwAbACcAKwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcVBxcVIycjFSMRIQcVMzUB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWwyZGRklmQBLMjIBKdentvw255eXp7b8NueTHHC5MJxccLkwtBkMmQyZGQBkGRkZAAAAv%2Fy%2F50EwgRBACAANgAAATIWFzYzMhYUBisBNTQmIyEiBh0BIyImNTQ2NyY1ND4BEzMyFhURMzIWDwEGIi8BJjY7ARE0NgH3brUsLC54qqp4gB0V%2FtQVHd5QcFZBAmKqepYKD4kVCg3fDSYN3w0KFYkPBEF3YQ6t8a36FR0dFfpzT0VrDhMSZKpi%2FbMPCv7tFxD0EBD0EBcBEwoPAAAAAAL%2F8v%2BcBMMEQQAcADMAAAEyFhc2MzIWFxQGBwEmIgcBIyImNTQ2NyY1ND4BExcWBisBERQGKwEiJjURIyImNzY3NjIB9m62LCsueaoBeFr%2Bhg0lDf6DCU9xVkECYqnm3w0KFYkPCpYKD4kVCg3HGBMZBEF3YQ%2BteGOkHAFoEBD%2Bk3NPRWsOExNkqWP9kuQQF%2F7tCg8PCgETFxDMGBMAAAABAGQAAARMBG0AGAAAJTUhATMBMwkBMwEzASEVIyIGHQEhNTQmIwK8AZD%2B8qr%2B8qr%2B1P7Uqv7yqv7yAZAyFR0BkB0VZGQBLAEsAU3%2Bs%2F7U%2FtRkHRUyMhUdAAAAAAEAeQAABDcEmwAvAAABMhYXHgEVFAYHFhUUBiMiJxUyFh0BITU0NjM1BiMiJjU0Ny4BNTQ2MzIXNCY1NDYCWF6TGll7OzIJaUo3LRUd%2FtQdFS03SmkELzlpSgUSAqMEm3FZBoNaPWcfHRpKaR77HRUyMhUd%2Bx5pShIUFVg1SmkCAhAFdKMAAAAGACcAFASJBJwAEQAqAEIASgBiAHsAAAEWEgIHDgEiJicmAhI3PgEyFgUiBw4BBwYWHwEWMzI3Njc2Nz4BLwEmJyYXIgcOAQcGFh8BFjMyNz4BNz4BLwEmJyYWJiIGFBYyNjciBw4BBw4BHwEWFxYzMjc%2BATc2Ji8BJhciBwYHBgcOAR8BFhcWMzI3PgE3NiYvASYD8m9PT29T2dzZU29PT29T2dzZ%2Fj0EBHmxIgQNDCQDBBcGG0dGYAsNAwkDCwccBAVQdRgEDA0iBAQWBhJROQwMAwkDCwf5Y4xjY4xjVhYGElE6CwwDCQMLBwgEBVB1GAQNDCIEjRcGG0dGYAsNAwkDCwcIBAR5sSIEDQwkAwPyb%2F7V%2FtVvU1dXU28BKwErb1NXVxwBIrF5DBYDCQEWYEZHGwMVDCMNBgSRAhh1UA0WAwkBFTpREgMVCyMMBwT6Y2OMY2MVFTpREQQVCyMMBwQCGHVQDRYDCQEkFmBGRxsDFQwjDQYEASKxeQwWAwkBAAAABQBkAAAD6ASwAAwADwAWABwAIgAAASERIzUhFSERNDYzIQEjNQMzByczNTMDISImNREFFRQGKwECvAEstP6s%2FoQPCgI%2FASzIZKLU1KJktP51Cg8DhA8KwwMg%2FoTIyALzCg%2F%2B1Mj84NTUyP4MDwoBi8jDCg8AAAAABQBkAAAD6ASwAAkADAATABoAIQAAASERCQERNDYzIQEjNRMjFSM1IzcDISImPQEpARUUBisBNQK8ASz%2Bov3aDwoCPwEsyD6iZKLUqv6dCg8BfAIIDwqbAyD9%2BAFe%2FdoERwoP%2FtTI%2FHzIyNT%2BZA8KNzcKD1AAAAAAAwAAAAAEsAP0AAgAGQAfAAABIxUzFyERIzcFMzIeAhUhFSEDETM0PgIBMwMhASEEiqJkZP7UotT9EsgbGiEOASz9qMhkDiEaAnPw8PzgASwB9AMgyGQBLNTUBBErJGT%2BogHCJCsRBP5w%2FnAB9AAAAAMAAAAABEwETAAZADIAOQAAATMyFh0BMzIWHQEUBiMhIiY9ATQ2OwE1NDYFNTIWFREUBiMhIic3ARE0NjMVFBYzITI2AQc1IzUzNQKKZBUdMhUdHRX%2B1BUdHRUyHQFzKTs7Kf2oARP2%2Fro7KVg%2BASw%2BWP201MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7KfzgKTsE9gFGAUQpO5Y%2BWFj95tSiZKIAAwBkAAAEvARMABkANgA9AAABMzIWHQEzMhYdARQGIyEiJj0BNDY7ATU0NgU1MhYVESMRMxQOAiMhIiY1ETQ2MxUUFjMhMjYBBzUjNTM1AcJkFR0yFR0dFf7UFR0dFTIdAXMpO8jIDiEaG%2F2oKTs7KVg%2BASw%2BWAGc1MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7Kf4M%2FtQkKxEEOykDICk7lj5YWP3m1KJkogAAAAP%2FogAABRYE1AALABsAHwAACQEWBiMhIiY3ATYyEyMiBhcTHgE7ATI2NxM2JgMVMzUCkgJ9FyAs%2BwQsIBcCfRZARNAUGAQ6BCMUNhQjBDoEGODIBK37sCY3NyYEUCf%2BTB0U%2FtIUHR0UAS4UHf4MZGQAAAAACQAAAAAETARMAA8AHwAvAD8ATwBfAG8AfwCPAAABMzIWHQEUBisBIiY9ATQ2EzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBqfoKDw8K%2BgoPDwr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPDwRMDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg%2F%2B1A8KlgoPDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKDw8KlgoPAAAAAwAAAAAEsAUUABkAKQAzAAABMxUjFSEyFg8BBgchJi8BJjYzITUjNTM1MwEhMhYUBisBFyE3IyImNDYDITIWHQEhNTQ2ArxkZAFePjEcQiko%2FPwoKUIcMT4BXmRkyP4%2BArwVHR0VDIn8SooNFR0dswRMFR37UB0EsMhkTzeEUzMzU4Q3T2TIZPx8HSodZGQdKh3%2B1B0VMjIVHQAABAAAAAAEsAUUAAUAGQArADUAAAAyFhUjNAchFhUUByEyFg8BIScmNjMhJjU0AyEyFhQGKwEVBSElNSMiJjQ2AyEyFh0BITU0NgIwUDnCPAE6EgMBSCkHIq%2F9WrIiCikBSAOvArwVHR0VlgET%2FEoBE5YVHR2zBEwVHftQHQUUOykpjSUmCBEhFpGRFiERCCb%2BlR0qHcjIyMgdKh39qB0VMjIVHQAEAAAAAASwBJ0ABwAUACQALgAAADIWFAYiJjQTMzIWFRQXITY1NDYzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYCDZZqapZqty4iKyf%2BvCcrI%2F7NArwVHR0VDYr8SokMFR0dswRMFR37UB0EnWqWamqW%2Fus5Okxra0w6Of5yHSodZGQdKh3%2B1B0VMjIVHQAEAAAAAASwBRQADwAcACwANgAAATIeARUUBiImNTQ3FzcnNhMzMhYVFBchNjU0NjMBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYL1szb5xvIpBvoyIfLiIrJ%2F68Jysj%2Fs0CvBUdHRUNivxKiQwVHR2zBEwVHftQHQUUa4s2Tm9vTj5Rj2%2BjGv4KOTpMa2tMOjn%2Bch0qHWRkHSod%2FtQdFTIyFR0AAAADAAAAAASwBRIAEgAiACwAAAEFFSEUHgMXIS4BNTQ%2BAjcBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYASz%2B1CU%2FP00T%2Fe48PUJtj0r%2BogK8FR0dFQ2K%2FEqJDBUdHbMETBUd%2B1AdBLChizlmUT9IGVO9VFShdksE%2FH4dKh1kZB0qHf7UHRUyMhUdAAIAyAAAA%2BgFFAAPACkAAAAyFh0BHgEdASE1NDY3NTQDITIWFyMVMxUjFTMVIxUzFAYjISImNRE0NgIvUjsuNv5wNi5kAZA2XBqsyMjIyMh1U%2F5wU3V1BRQ7KU4aXDYyMjZcGk4p%2Fkc2LmRkZGRkU3V1UwGQU3UAAAMAZP%2F%2FBEwETAAPAC8AMwAAEyEyFhURFAYjISImNRE0NgMhMhYdARQGIyEXFhQGIi8BIQcGIiY0PwEhIiY9ATQ2BQchJ5YDhBUdHRX8fBUdHQQDtgoPDwr%2B5eANGiUNWP30Vw0mGg3g%2Ft8KDw8BqmQBRGQETB0V%2FgwVHR0VAfQVHf1EDwoyCg%2FgDSUbDVhYDRslDeAPCjIKD2RkZAAAAAAEAAAAAASwBEwAGQAjAC0ANwAAEyEyFh0BIzQmKwEiBhUjNCYrASIGFSM1NDYDITIWFREhETQ2ExUUBisBIiY9ASEVFAYrASImPQHIAyBTdWQ7KfopO2Q7KfopO2R1EQPoKTv7UDvxHRVkFR0D6B0VZBUdBEx1U8gpOzspKTs7KchTdf4MOyn%2B1AEsKTv%2BDDIVHR0VMjIVHR0VMgADAAEAAASpBKwADQARABsAAAkBFhQPASEBJjQ3ATYyCQMDITIWHQEhNTQ2AeACqh8fg%2F4f%2FfsgIAEnH1n%2BrAFWAS%2F%2Bq6IDIBUd%2FHwdBI39VR9ZH4MCBh9ZHwEoH%2F5u%2FqoBMAFV%2FBsdFTIyFR0AAAAAAgCPAAAEIQSwABcALwAAAQMuASMhIgYHAwYWMyEVFBYyNj0BMzI2AyE1NDY7ATU0NjsBETMRMzIWHQEzMhYVBCG9CCcV%2FnAVJwi9CBMVAnEdKh19FROo%2Fa0dFTIdFTDILxUdMhUdAocB%2BhMcHBP%2BBhMclhUdHRWWHP2MMhUdMhUdASz%2B1B0VMh0VAAAEAAAAAASwBLAADQAQAB8AIgAAASERFAYjIREBNTQ2MyEBIzUBIREUBiMhIiY1ETQ2MyEBIzUDhAEsDwr%2Bif7UDwoBdwEsyP2oASwPCv12Cg8PCgF3ASzIAyD9wQoPAk8BLFQKD%2F7UyP4M%2FcEKDw8KA7YKD%2F7UyAAC%2F5wAZAUUBEcARgBWAAABMzIeAhcWFxY2NzYnJjc%2BARYXFgcOASsBDgEPAQ4BKwEiJj8BBisBIicHDgErASImPwEmLwEuAT0BNDY7ATY3JyY2OwE2BSMiBh0BFBY7ATI2PQE0JgHkw0uOakkMEhEfQwoKGRMKBQ8XDCkCA1Y9Pgc4HCcDIhVkFRgDDDEqwxgpCwMiFWQVGAMaVCyfExwdFXwLLW8QBxXLdAFF%2BgoPDwr6Cg8PBEdBa4pJDgYKISAiJRsQCAYIDCw9P1c3fCbqFB0dFEYOCEAUHR0UnUplNQcmFTIVHVdPXw4TZV8PCjIKDw8KMgoPAAb%2FnP%2FmBRQEfgAJACQANAA8AFIAYgAAASU2Fh8BFgYPASUzMhYfASEyFh0BFAYHBQYmJyYjISImPQE0NhcjIgYdARQ7ATI2NTQmJyYEIgYUFjI2NAE3PgEeARceAT8BFxYGDwEGJi8BJjYlBwYfAR4BPwE2Jy4BJy4BAoEBpxMuDiAOAxCL%2FCtqQ0geZgM3FR0cE%2F0fFyIJKjr%2B1D5YWLlQExIqhhALIAsSAYBALS1ALf4PmBIgHhMQHC0aPzANITNQL3wpgigJASlmHyElDR0RPRMFAhQHCxADhPcICxAmDyoNeMgiNtQdFTIVJgeEBBQPQ1g%2ByD5YrBwVODMQEAtEERzJLUAtLUD%2B24ITChESEyMgAwWzPUkrRSgJL5cvfRxYGyYrDwkLNRAhFEgJDAQAAAAAAwBkAAAEOQSwAFEAYABvAAABMzIWHQEeARcWDgIPATIeBRUUDgUjFRQGKwEiJj0BIxUUBisBIiY9ASMiJj0BNDY7AREjIiY9ATQ2OwE1NDY7ATIWHQEzNTQ2AxUhMj4CNTc0LgMjARUhMj4CNTc0LgMjAnGWCg9PaAEBIC4uEBEGEjQwOiodFyI2LUAjGg8KlgoPZA8KlgoPrwoPDwpLSwoPDwqvDwqWCg9kD9cBBxwpEwsBAQsTKRz%2B%2BQFrHCkTCwEBCxMpHASwDwptIW1KLk0tHwYGAw8UKDJOLTtdPCoVCwJLCg8PCktLCg8PCksPCpYKDwJYDwqWCg9LCg8PCktLCg%2F%2B1MgVHR0LCgQOIhoW%2FnDIFR0dCwoEDiIaFgAAAwAEAAIEsASuABcAKQAsAAATITIWFREUBg8BDgEjISImJy4CNRE0NgQiDgQPARchNy4FAyMT1AMMVnokEhIdgVL9xFKCHAgYKHoCIIx9VkcrHQYGnAIwnAIIIClJVSGdwwSuelb%2BYDO3QkJXd3ZYHFrFMwGgVnqZFyYtLSUMDPPzBQ8sKDEj%2FsIBBQACAMgAAAOEBRQADwAZAAABMzIWFREUBiMhIiY1ETQ2ARUUBisBIiY9AQHblmesVCn%2BPilUrAFINhWWFTYFFKxn%2FgwpVFQpAfRnrPwY4RU2NhXhAAACAMgAAAOEBRQADwAZAAABMxQWMxEUBiMhIiY1ETQ2ARUUBisBIiY9AQHbYLOWVCn%2BPilUrAFINhWWFTYFFJaz%2FkIpVFQpAfRnrPwY4RU2NhXhAAACAAAAFAUOBBoAFAAaAAAJASUHFRcVJwc1NzU0Jj4CPwEnCQEFJTUFJQUO%2FYL%2Bhk5klpZkAQEBBQQvkwKCAVz%2Bov6iAV4BXgL%2F%2FuWqPOCWx5SVyJb6BA0GCgYDKEEBG%2F1ipqaTpaUAAAMAZAH0BLADIAAHAA8AFwAAEjIWFAYiJjQkMhYUBiImNCQyFhQGIiY0vHxYWHxYAeh8WFh8WAHofFhYfFgDIFh8WFh8WFh8WFh8WFh8WFh8AAAAAAMBkAAAArwETAAHAA8AFwAAADIWFAYiJjQSMhYUBiImNBIyFhQGIiY0Aeh8WFh8WFh8WFh8WFh8WFh8WARMWHxYWHz%2ByFh8WFh8%2FshYfFhYfAAAAAMAZABkBEwETAAPAB8ALwAAEyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2fQO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PBEwPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoPAAAABAAAAAAEsASwAA8AHwAvADMAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFhURFAYjISImNRE0NhcVITUBXgH0ory7o%2F4Mpbm5Asv9qCk7OykCWCk7O%2F2xAfQVHR0V%2FgwVHR1HAZAEsLuj%2FgylubmlAfSlucg7Kf2oKTs7KQJYKTtkHRX%2B1BUdHRUBLBUdZMjIAAAAAAEAZABkBLAETAA7AAATITIWFAYrARUzMhYUBisBFTMyFhQGKwEVMzIWFAYjISImNDY7ATUjIiY0NjsBNSMiJjQ2OwE1IyImNDaWA%2BgVHR0VMjIVHR0VMjIVHR0VMjIVHR0V%2FBgVHR0VMjIVHR0VMjIVHR0VMjIVHR0ETB0qHcgdKh3IHSodyB0qHR0qHcgdKh3IHSodyB0qHQAAAAYBLAAFA%2BgEowAHAA0AEwAZAB8AKgAAAR4BBgcuATYBMhYVIiYlFAYjNDYBMhYVIiYlFAYjNDYDFRQGIiY9ARYzMgKKVz8%2FV1c%2FP%2F75fLB8sAK8sHyw%2FcB8sHywArywfLCwHSodKAMRBKNDsrJCQrKy%2FsCwfLB8fLB8sP7UsHywfHywfLD%2B05AVHR0VjgQAAAH%2FtQDIBJQDgQBCAAABNzYXAR4BBw4BKwEyFRQOBCsBIhE0NyYiBxYVECsBIi4DNTQzIyImJyY2NwE2HwEeAQ4BLwEHIScHBi4BNgLpRRkUASoLCAYFGg8IAQQNGyc%2FKZK4ChRUFQu4jjBJJxkHAgcPGQYGCAsBKhQaTBQVCiMUM7YDe7YsFCMKFgNuEwYS%2FtkLHw8OEw0dNkY4MhwBIBgXBAQYF%2F7gKjxTQyMNEw4PHwoBKBIHEwUjKBYGDMHBDAUWKCMAAAAAAgAAAAAEsASwACUAQwAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjNC4DKwERFBYXMxUjNTI1ESMiDgMVIzUhBLAyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj9RBkIChgQEWQZDQzIMmQREBgKCBkB9AOEFSAVDggDAfyuFhkBAmRkAQUJFQ4DUgEDCA4VIBUBLP0SDxMKBQH%2BVwsNATIyGQGpAQUKEw%2BWAAAAAAMAAAAABEwErgAdACAAMAAAATUiJy4BLwEBIwEGBw4BDwEVITUiJj8BIRcWBiMVARsBARUUBiMhIiY9ATQ2MyEyFgPoGR4OFgUE%2Ft9F%2FtQSFQkfCwsBETE7EkUBJT0NISf%2B7IZ5AbEdFfwYFR0dFQPoFR0BLDIgDiIKCwLr%2FQ4jFQkTBQUyMisusKYiQTIBhwFW%2Fqr942QVHR0VZBUdHQADAAAAAASwBLAADwBHAEoAABMhMhYVERQGIyEiJjURNDYFIyIHAQYHBgcGHQEUFjMhMjY9ATQmIyInJj8BIRcWBwYjIgYdARQWMyEyNj0BNCYnIicmJyMBJhMjEzIETBUdHRX7tBUdHQJGRg0F%2FtUREhImDAsJAREIDAwINxAKCj8BCjkLEQwYCAwMCAE5CAwLCBEZGQ8B%2FuAFDsVnBLAdFfu0FR0dFQRMFR1SDP0PIBMSEAUNMggMDAgyCAwXDhmjmR8YEQwIMggMDAgyBwwBGRskAuwM%2FgUBCAAABAAAAAAEsASwAAMAEwAjACcAAAEhNSEFITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NhcRIREEsPtQBLD7ggGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHUcBLARMZMgdFfx8FR0dFQOEFR0dFf5wFR0dFQGQFR1k%2FtQBLAAEAAAAAASwBLAADwAfACMAJwAAEyEyFhURFAYjISImNRE0NgEhMhYVERQGIyEiJjURNDYXESEREyE1ITIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR1HASzI%2B1AEsASwHRX8fBUdHRUDhBUd%2FgwdFf5wFR0dFQGQFR1k%2FtQBLP2oZAAAAAACAAAAZASwA%2BgAJwArAAATITIWFREzNTQ2MyEyFh0BMxUjFRQGIyEiJj0BIxEUBiMhIiY1ETQ2AREhETIBkBUdZB0VAZAVHWRkHRX%2BcBUdZB0V%2FnAVHR0CnwEsA%2BgdFf6ilhUdHRWWZJYVHR0Vlv6iFR0dFQMgFR3%2B1P7UASwAAAQAAAAABLAEsAADABMAFwAnAAAzIxEzFyEyFhURFAYjISImNRE0NhcRIREBITIWFREUBiMhIiY1ETQ2ZGRklgGQFR0dFf5wFR0dRwEs%2FqIDhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAAAAgBkAAAETASwACcAKwAAATMyFhURFAYrARUhMhYVERQGIyEiJjURNDYzITUjIiY1ETQ2OwE1MwcRIRECWJYVHR0VlgHCFR0dFfx8FR0dFQFelhUdHRWWZMgBLARMHRX%2BcBUdZB0V%2FnAVHR0VAZAVHWQdFQGQFR1kyP7UASwAAAAEAAAAAASwBLAAAwATABcAJwAAISMRMwUhMhYVERQGIyEiJjURNDYXESERASEyFhURFAYjISImNRE0NgSwZGT9dgGQFR0dFf5wFR0dRwEs%2FK4DhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAEBLAAwA28EgAAPAAAJAQYjIiY1ETQ2MzIXARYUA2H%2BEhcSDhAQDhIXAe4OAjX%2BEhcbGQPoGRsX%2FhIOKgAAAAABAUEAMgOEBH4ACwAACQE2FhURFAYnASY0AU8B7h0qKh3%2BEg4CewHuHREp%2FBgpER0B7g4qAAAAAAEAMgFBBH4DhAALAAATITIWBwEGIicBJjZkA%2BgpER3%2BEg4qDv4SHREDhCod%2FhIODgHuHSoAAAAAAQAyASwEfgNvAAsAAAkBFgYjISImNwE2MgJ7Ae4dESn8GCkRHQHuDioDYf4SHSoqHQHuDgAAAAACAAgAAASwBCgABgAKAAABFQE1LQE1ASE1IQK8%2FUwBnf5jBKj84AMgAuW2%2Fr3dwcHd%2B9jIAAAAAAIAAABkBLAEsAALADEAAAEjFTMVIREzNSM1IQEzND4FOwERFAYPARUhNSIuAzURMzIeBRUzESEEsMjI%2FtTIyAEs%2B1AyCAsZEyYYGWQyGRkBkAQOIhoWZBkYJhMZCwgy%2FOADhGRkASxkZP4MFSAVDggDAf3aFhkBAmRkAQUJFQ4CJgEDCA4VIBUBLAAAAgAAAAAETAPoACUAMQAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjFTMVIREzNSM1IQMgMggLGRMmGBlkMhkZ%2FnAEDiIaFmQZGCYTGQsIMgMgASzIyP7UyMgBLAK8FSAVDggDAf3aFhkCAWRkAQUJFQ4CJgEDCA4VIBUBLPzgZGQBLGRkAAABAMgAZgNyBEoAEgAAATMyFgcJARYGKwEiJwEmNDcBNgK9oBAKDP4wAdAMChCgDQr%2BKQcHAdcKBEoWDP4w%2FjAMFgkB1wgUCAHXCQAAAQE%2BAGYD6ARKABIAAAEzMhcBFhQHAQYrASImNwkBJjYBU6ANCgHXBwf%2BKQoNoBAKDAHQ%2FjAMCgRKCf4pCBQI%2FikJFgwB0AHQDBYAAAEAZgDIBEoDcgASAAAAFh0BFAcBBiInASY9ATQ2FwkBBDQWCf4pCBQI%2FikJFgwB0AHQA3cKEKANCv4pBwcB1woNoBAKDP4wAdAAAAABAGYBPgRKA%2BgAEgAACQEWHQEUBicJAQYmPQE0NwE2MgJqAdcJFgz%2BMP4wDBYJAdcIFAPh%2FikKDaAQCgwB0P4wDAoQoA0KAdcHAAAAAgDZ%2F%2FkEPQSwAAUAOgAAARQGIzQ2BTMyFh8BNjc%2BAh4EBgcOBgcGIiYjIgYiJy4DLwEuAT4EHgEXJyY2A%2BiwfLD%2BVmQVJgdPBQsiKFAzRyorDwURAQQSFyozTSwNOkkLDkc3EDlfNyYHBw8GDyUqPjdGMR%2BTDA0EsHywfLDIHBPCAQIGBwcFDx81S21DBxlLR1xKQhEFBQcHGWt0bCQjP2hJNyATBwMGBcASGAAAAAACAMgAFQOEBLAAFgAaAAATITIWFREUBisBEQcGJjURIyImNRE0NhcVITX6AlgVHR0Vlv8TGpYVHR2rASwEsB0V%2FnAVHf4MsgkQFQKKHRUBkBUdZGRkAAAAAgDIABkETASwAA4AEgAAEyEyFhURBRElIREjETQ2ARU3NfoC7ic9%2FUQCWP1EZB8BDWQEsFEs%2FFt1A7Z9%2FBgEARc0%2FV1kFGQAAQAAAAECTW%2FDBF9fDzz1AB8EsAAAAADQdnOXAAAAANB2c5f%2FUf%2BcBdwFFAAAAAgAAgAAAAAAAAABAAAFFP%2BFAAAFFP9R%2FtQF3AABAAAAAAAAAAAAAAAAAAAAowG4ACgAAAAAAZAAAASwAAAEsABkBLAAAASwAAAEsABwAooAAAUUAAACigAABRQAAAGxAAABRQAAANgAAADYAAAAogAAAQQAAABIAAABBAAAAUUAAASwAGQEsAB7BLAAyASwAMgB9AAABLD%2F8gSwAAAEsAAABLD%2F8ASwAAAEsAAOBLAACQSwAGQEsP%2FTBLD%2F0wSwAAAEsAAABLAAAASwAAAEsAAABLAAJgSwAG4EsAAXBLAAFwSwABcEsABkBLAAGgSwAGQEsAAMBLAAZASwABcEsP%2BcBLAAZASwABcEsAAXBLAAAASwABcEsAAXBLAAFwSwAGQEsAAABLAAZASwAAAEsAAABLAAAASwAAAEsAAABLAAAASwAAAEsAAABLAAZASwAMgEsAAABLAAAASwADUEsABkBLAAyASw%2F7UEsAAhBLAAAASwAAAEsAAABLAAAASwAAAEsP%2BcBLAAAASwAAAEsAAABLAA2wSwABcEsAB1BLAAAASwAAAEsAAABLAACgSwAMgEsAAABLAAnQSwAMgEsADIBLAAyASwAAAEsP%2F%2BBLABLASwAGQEsACIBLABOwSwABcEsAAXBLAAFwSwABcEsAAXBLAAFwSwAAAEsAAXBLAAFwSwABcEsAAXBLAAAASwALcEsAC3BLAAAASwAAAEsABJBLAAFwSwAAAEsAAABLAAXQSw%2F9wEsP%2FcBLD%2FnwSwAGQEsAAABLAAAASwAAAEsABkBLD%2F%2FwSwAAAEsP9RBLAABgSwAAAEsAAABLABRQSwAAEEsAAABLD%2FnASwAEoEsAAUBLAAAASwAAAEsAAABLD%2FnASwAGEEsP%2F9BLAAFgSwABYEsAAWBLAAFgSwABgEsAAABMQAAASwAGQAAAAAAAD%2F2ABkADkAyAAAAScAZAAZABkAGQAZABkAGQAZAAAAAAAAAAAAAADZAAAAAAAOAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAMAZABkAAAAEAAAAAAAZP%2Bc%2F5z%2FnP%2Bc%2F5z%2FnP%2Bc%2F5wACQAJ%2F%2FL%2F8gBkAHkAJwBkAGQAAAAAAGT%2FogAAAAAAAAAAAAAAAADIAGQAAAABAI8AAP%2Bc%2F5wAZAAEAMgAyAAAAGQBkABkAAAAZAEs%2F7UAAAAAAAAAAAAAAAAAAABkAAABLAFBADIAMgAIAAAAAADIAT4AZgBmANkAyADIAAAAKgAqACoAKgCyAOgA6AFOAU4BTgFOAU4BTgFOAU4BTgFOAU4BTgFOAU4BpAIGAiICfgKGAqwC5ANGA24DjAPEBAgEMgRiBKIE3AVcBboGcgb0ByAHYgfKCB4IYgi%2BCTYJhAm2Cd4KKApMCpQK4gswC4oLygwIDFgNKg1eDbAODg5oDrQPKA%2BmD%2BYQEhBUEJAQqhEqEXYRthIKEjgSfBLAExoTdBPQFCoU1BU8FagVzBYEFjYWYBawFv4XUhemGAIYLhhqGJYYsBjgGP4ZKBloGZQZxBnaGe4aNhpoGrga9hteG7QcMhyUHOIdHB1EHWwdlB28HeYeLh52HsAfYh%2FSIEYgviEyIXYhuCJAIpYiuCMOIyIjOCN6I8Ij4CQCJDAkXiSWJOIlNCVgJbwmFCZ%2BJuYnUCe8J%2FgoNChwKKwpoCnMKiYqSiqEKworeiwILGgsuizsLRwtiC30LiguZi6iLtgvDi9GL34vsi%2F4MD4whDDSMRIxYDGuMegyJDJeMpoy3jMiMz4zaDO2NBg0YDSoNNI1LDWeNeg2PjZ8Ntw3GjdON5I31DgQOEI4hjjIOQo5SjmIOcw6HDpsOpo63jugO9w8GDxQPKI8%2BD0yPew%2BOj6MPtQ%2FKD9uP6o%2F%2BkBIQIBAxkECQX5CGEKoQu5DGENCQ3ZDoEPKRBBEYESuRPZFWkW2RgZGdEa0RvZHNkd2R7ZH9kgWSDJITkhqSIZIzEkSSThJXkmESapKAkouSlIAAQAAARcApwARAAAAAAACAAAAAQABAAAAQAAuAAAAAAAAABAAxgABAAAAAAATABIAAAADAAEECQAAAGoAEgADAAEECQABACgAfAADAAEECQACAA4ApAADAAEECQADAEwAsgADAAEECQAEADgA%2FgADAAEECQAFAHgBNgADAAEECQAGADYBrgADAAEECQAIABYB5AADAAEECQAJABYB%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%2FtQAyAAAAAAAAAAAAAAAAAAAAAAAAAAABFwAAAQIBAwADAA0ADgEEAJYBBQEGAQcBCAEJAQoBCwEMAQ0BDgEPARABEQESARMA7wEUARUBFgEXARgBGQEaARsBHAEdAR4BHwEgASEBIgEjASQBJQEmAScBKAEpASoBKwEsAS0BLgEvATABMQEyATMBNAE1ATYBNwE4ATkBOgE7ATwBPQE%2BAT8BQAFBAUIBQwFEAUUBRgFHAUgBSQFKAUsBTAFNAU4BTwFQAVEBUgFTAVQBVQFWAVcBWAFZAVoBWwFcAV0BXgFfAWABYQFiAWMBZAFlAWYBZwFoAWkBagFrAWwBbQFuAW8BcAFxAXIBcwF0AXUBdgF3AXgBeQF6AXsBfAF9AX4BfwGAAYEBggGDAYQBhQGGAYcBiAGJAYoBiwGMAY0BjgGPAZABkQGSAZMBlAGVAZYBlwGYAZkBmgGbAZwBnQGeAZ8BoAGhAaIBowGkAaUBpgGnAagBqQGqAasBrAGtAa4BrwGwAbEBsgGzAbQBtQG2AbcBuAG5AboBuwG8Ab0BvgG%2FAcABwQHCAcMBxAHFAcYBxwHIAckBygHLAcwBzQHOAc8B0AHRAdIB0wHUAdUB1gHXAdgB2QHaAdsB3AHdAd4B3wHgAeEB4gHjAeQB5QHmAecB6AHpAeoB6wHsAe0B7gHvAfAB8QHyAfMB9AH1AfYB9wH4AfkB%2BgH7AfwB%2FQH%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%3D%29%20format%28%27truetype%27%29%2Curl%28data%3Aimage%2Fsvg%2Bxml%3Bbase64%2CPD94bWwgdmVyc2lvbj0iMS4wIiBzdGFuZGFsb25lPSJubyI%2FPgo8IURPQ1RZUEUgc3ZnIFBVQkxJQyAiLS8vVzNDLy9EVEQgU1ZHIDEuMS8vRU4iICJodHRwOi8vd3d3LnczLm9yZy9HcmFwaGljcy9TVkcvMS4xL0RURC9zdmcxMS5kdGQiID4KPHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPgo8bWV0YWRhdGE%2BPC9tZXRhZGF0YT4KPGRlZnM%2BCjxmb250IGlkPSJnbHlwaGljb25zX2hhbGZsaW5nc3JlZ3VsYXIiIGhvcml6LWFkdi14PSIxMjAwIiA%2BCjxmb250LWZhY2UgdW5pdHMtcGVyLWVtPSIxMjAwIiBhc2NlbnQ9Ijk2MCIgZGVzY2VudD0iLTI0MCIgLz4KPG1pc3NpbmctZ2x5cGggaG9yaXotYWR2LXg9IjUwMCIgLz4KPGdseXBoIGhvcml6LWFkdi14PSIwIiAvPgo8Z2x5cGggaG9yaXotYWR2LXg9IjQwMCIgLz4KPGdseXBoIHVuaWNvZGU9IiAiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDAzOyIgaG9yaXotYWR2LXg9IjEzMDAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA0OyIgaG9yaXotYWR2LXg9IjQzMyIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDU7IiBob3Jpei1hZHYteD0iMzI1IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwNjsiIGhvcml6LWFkdi14PSIyMTYiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA3OyIgaG9yaXotYWR2LXg9IjIxNiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDg7IiBob3Jpei1hZHYteD0iMTYyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwOTsiIGhvcml6LWFkdi14PSIyNjAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDBhOyIgaG9yaXotYWR2LXg9IjcyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAyZjsiIGhvcml6LWFkdi14PSIyNjAiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyNmZhOyIgZD0iTTc3NCAxMTkzLjVxMTYgLTkuNSAyMC41IC0yN3QtNS41IC0zMy41bC0xMzYgLTE4N2w0NjcgLTc0NmgzMHEyMCAwIDM1IC0xOC41dDE1IC0zOS41di00MmgtMTIwMHY0MnEwIDIxIDE1IDM5LjV0MzUgMTguNWgzMGw0NjggNzQ2bC0xMzUgMTgzcS0xMCAxNiAtNS41IDM0dDIwLjUgMjh0MzQgNS41dDI4IC0yMC41bDExMSAtMTQ4bDExMiAxNTBxOSAxNiAyNyAyMC41dDM0IC01ek02MDAgMjAwaDM3N2wtMTgyIDExMmwtMTk1IDUzNHYtNjQ2eiAiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI0OyIgZD0iTTEzMDAgMGgtNTM4bC00MSA0MDBoLTI0MmwtNDEgLTQwMGgtNTM4bDQzMSAxMjAwaDIwOWwtMjEgLTMwMGgxNjJsLTIwIDMwMGgyMDh6TTUxNSA4MDBsLTI3IC0zMDBoMjI0bC0yNyAzMDBoLTE3MHoiIC8%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQwOyIgZD0iTTEwMCAyMDBoLTEwMHYxMDAwaDEwMHYtMTAwMHpNMzAwIDIwMGgtMTAwdjEwMDBoMTAwdi0xMDAwek03MDAgMjAwaC0yMDB2MTAwMGgyMDB2LTEwMDB6TTkwMCAyMDBoLTEwMHYxMDAwaDEwMHYtMTAwMHpNMTIwMCAyMDBoLTIwMHYxMDAwaDIwMHYtMTAwMHpNNDAwIDBoLTMwMHYxMDBoMzAwdi0xMDB6TTYwMCAwaC0xMDB2OTFoMTAwdi05MXpNODAwIDBoLTEwMHY5MWgxMDB2LTkxek0xMTAwIDBoLTIwMHY5MWgyMDB2LTkxeiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwNDE7IiBkPSJNNTAwIDEyMDBsNjgyIC02ODJxOCAtOCA4IC0xOHQtOCAtMThsLTQ2NCAtNDY0cS04IC04IC0xOCAtOHQtMTggOGwtNjgyIDY4MmwxIDQ3NXEwIDEwIDcuNSAxNy41dDE3LjUgNy41aDQ3NHpNMzE5LjUgMTAyNC41cS0yOS41IDI5LjUgLTcxIDI5LjV0LTcxIC0yOS41dC0yOS41IC03MS41dDI5LjUgLTcxLjV0NzEgLTI5LjV0NzEgMjkuNXQyOS41IDcxLjV0LTI5LjUgNzEuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQyOyIgZD0iTTUwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTY4MiA2ODJsMSA0NzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWg0NzR6TTgwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTU2IDU2bDQyNCA0MjZsLTcwMCA3MDBoMTUwek0zMTkuNSAxMDI0LjVxLTI5LjUgMjkuNSAtNzEgMjkuNXQtNzEgLTI5LjUgdC0yOS41IC03MS41dDI5LjUgLTcxLjV0NzEgLTI5LjV0NzEgMjkuNXQyOS41IDcxLjV0LTI5LjUgNzEuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQzOyIgZD0iTTMwMCAxMjAwaDgyNXE3NSAwIDc1IC03NXYtOTAwcTAgLTI1IC0xOCAtNDNsLTY0IC02NHEtOCAtOCAtMTMgLTUuNXQtNSAxMi41djk1MHEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjVoLTcwMHEtMjUgMCAtNDMgLTE4bC02NCAtNjRxLTggLTggLTUuNSAtMTN0MTIuNSAtNWg3MDBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di05NTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC04NTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY5NzUgcTAgMjUgMTggNDNsMTM5IDEzOXExOCAxOCA0MyAxOHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQ5OyIgZD0iTTg3NyAxMjAwbDIgLTU3cS04MyAtMTkgLTExNiAtNDUuNXQtNDAgLTY2LjVsLTEzMiAtODM5cS05IC00OSAxMyAtNjl0OTYgLTI2di05N2gtNTAwdjk3cTE4NiAxNiAyMDAgOThsMTczIDgzMnEzIDE3IDMgMzB0LTEuNSAyMi41dC05IDE3LjV0LTEzLjUgMTIuNXQtMjEuNSAxMHQtMjYgOC41dC0zMy41IDEwcS0xMyAzIC0xOSA1djU3aDQyNXoiIC8%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDY5OyIgZD0iTTI1MCAxMTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDM4bDQ2NCA0NTNxMTUgMTQgMjUuNSAxMHQxMC41IC0yNXYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcwOyIgZD0iTTUwIDExMDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di0xMDAwcTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNSB0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcxOyIgZD0iTTEyMDAgMTA1MHYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ5MiA0ODBxLTE1IDE0IC0xNSAzNXQxNSAzNWw0OTIgNDgwcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV2LTQzOGw0NjQgNDUzcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA3MjsiIGQ9Ik0yNDMgMTA3NGw4MTQgLTQ5OHExOCAtMTEgMTggLTI2dC0xOCAtMjZsLTgxNCAtNDk4cS0xOCAtMTEgLTMwLjUgLTR0LTEyLjUgMjh2MTAwMHEwIDIxIDEyLjUgMjh0MzAuNSAtNHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDczOyIgZD0iTTI1MCAxMDAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtODAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djgwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTY1MCAxMDAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtODAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0yMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djgwMCBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwNzQ7IiBkPSJNMTEwMCA5NTB2LTgwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtODAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY4MDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41aDgwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDc5OyIgZD0iTTg4NSA5MDBsLTM1MiAtMzUzbDM1MiAtMzUzbC0xOTcgLTE5OGwtNTUyIDU1Mmw1NTIgNTUweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwODA7IiBkPSJNMTA2NCA1NDdsLTU1MSAtNTUxbC0xOTggMTk4bDM1MyAzNTNsLTM1MyAzNTNsMTk4IDE5OHoiIC8%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDk2OyIgZD0iTTg1MCAxMjAwaDMwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMzAwcTAgLTIxIC0xMC41IC0yNXQtMjQuNSAxMGwtOTQgOTRsLTI0OSAtMjQ5cS04IC03IC0xOCAtN3QtMTggN2wtMTA2IDEwNnEtNyA4IC03IDE4dDcgMThsMjQ5IDI0OWwtOTQgOTRxLTE0IDE0IC0xMCAyNC41dDI1IDEwLjV6TTM1MCAwaC0zMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djMwMHEwIDIxIDEwLjUgMjV0MjQuNSAtMTBsOTQgLTk0bDI0OSAyNDkgcTggNyAxOCA3dDE4IC03bDEwNiAtMTA2cTcgLTggNyAtMTh0LTcgLTE4bC0yNDkgLTI0OWw5NCAtOTRxMTQgLTE0IDEwIC0yNC41dC0yNSAtMTAuNXoiIC8%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%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%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%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%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%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%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%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%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%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%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%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTYyOyIgZD0iTTc5MyAxMTgybDkgLTlxOCAtMTAgNSAtMjdxLTMgLTExIC03OSAtMjI1LjV0LTc4IC0yMjEuNWwzMDAgMXEyNCAwIDMyLjUgLTE3LjV0LTUuNSAtMzUuNXEtMSAwIC0xMzMuNSAtMTU1dC0yNjcgLTMxMi41dC0xMzguNSAtMTYyLjVxLTEyIC0xNSAtMjYgLTE1aC05bC05IDhxLTkgMTEgLTQgMzJxMiA5IDQyIDEyMy41dDc5IDIyNC41bDM5IDExMGgtMzAycS0yMyAwIC0zMSAxOXEtMTAgMjEgNiA0MXE3NSA4NiAyMDkuNSAyMzcuNSB0MjI4IDI1N3Q5OC41IDExMS41cTkgMTYgMjUgMTZoOXoiIC8%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%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%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%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%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%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjIxOyIgZD0iTTQ4MCAxMTY1bDY4MiAtNjgzcTMxIC0zMSAzMSAtNzUuNXQtMzEgLTc1LjVsLTEzMSAtMTMxaC00ODFsLTUxNyA1MThxLTMyIDMxIC0zMiA3NS41dDMyIDc1LjVsMjk1IDI5NnEzMSAzMSA3NS41IDMxdDc2LjUgLTMxek0xMDggNzk0bDM0MiAtMzQybDMwMyAzMDRsLTM0MSAzNDF6TTI1MCAxMDBoODAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtOTAwdjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUwOyIgZD0iTTg2NSA1NjVsLTQ5NCAtNDk0cS0yMyAtMjMgLTQxIC0yM3EtMTQgMCAtMjIgMTMuNXQtOCAzOC41djEwMDBxMCAyNSA4IDM4LjV0MjIgMTMuNXExOCAwIDQxIC0yM2w0OTQgLTQ5NHExNCAtMTQgMTQgLTM1dC0xNCAtMzV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTI1MTsiIGQ9Ik0zMzUgNjM1bDQ5NCA0OTRxMjkgMjkgNTAgMjAuNXQyMSAtNDkuNXYtMTAwMHEwIC00MSAtMjEgLTQ5LjV0LTUwIDIwLjVsLTQ5NCA0OTRxLTE0IDE0IC0xNCAzNXQxNCAzNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUyOyIgZD0iTTEwMCA5MDBoMTAwMHE0MSAwIDQ5LjUgLTIxdC0yMC41IC01MGwtNDk0IC00OTRxLTE0IC0xNCAtMzUgLTE0dC0zNSAxNGwtNDk0IDQ5NHEtMjkgMjkgLTIwLjUgNTB0NDkuNSAyMXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUzOyIgZD0iTTYzNSA4NjVsNDk0IC00OTRxMjkgLTI5IDIwLjUgLTUwdC00OS41IC0yMWgtMTAwMHEtNDEgMCAtNDkuNSAyMXQyMC41IDUwbDQ5NCA0OTRxMTQgMTQgMzUgMTR0MzUgLTE0eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyNTQ7IiBkPSJNNzAwIDc0MXYtMTgybC02OTIgLTMyM3YyMjFsNDEzIDE5M2wtNDEzIDE5M3YyMjF6TTEyMDAgMGgtODAwdjIwMGg4MDB2LTIwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU1OyIgZD0iTTEyMDAgOTAwaC0yMDB2LTEwMGgyMDB2LTEwMGgtMzAwdjMwMGgyMDB2MTAwaC0yMDB2MTAwaDMwMHYtMzAwek0wIDcwMGg1MHEwIDIxIDQgMzd0OS41IDI2LjV0MTggMTcuNXQyMiAxMXQyOC41IDUuNXQzMSAydDM3IDAuNWgxMDB2LTU1MHEwIC0yMiAtMjUgLTM0LjV0LTUwIC0xMy41bC0yNSAtMnYtMTAwaDQwMHYxMDBxLTQgMCAtMTEgMC41dC0yNCAzdC0zMCA3dC0yNCAxNXQtMTEgMjQuNXY1NTBoMTAwcTI1IDAgMzcgLTAuNXQzMSAtMiB0MjguNSAtNS41dDIyIC0xMXQxOCAtMTcuNXQ5LjUgLTI2LjV0NCAtMzdoNTB2MzAwaC04MDB2LTMwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU2OyIgZD0iTTgwMCA3MDBoLTUwcTAgMjEgLTQgMzd0LTkuNSAyNi41dC0xOCAxNy41dC0yMiAxMXQtMjguNSA1LjV0LTMxIDJ0LTM3IDAuNWgtMTAwdi01NTBxMCAtMjIgMjUgLTM0LjV0NTAgLTE0LjVsMjUgLTF2LTEwMGgtNDAwdjEwMHE0IDAgMTEgMC41dDI0IDN0MzAgN3QyNCAxNXQxMSAyNC41djU1MGgtMTAwcS0yNSAwIC0zNyAtMC41dC0zMSAtMnQtMjguNSAtNS41dC0yMiAtMTF0LTE4IC0xNy41dC05LjUgLTI2LjV0LTQgLTM3aC01MHYzMDAgaDgwMHYtMzAwek0xMTAwIDIwMGgtMjAwdi0xMDBoMjAwdi0xMDBoLTMwMHYzMDBoMjAwdjEwMGgtMjAwdjEwMGgzMDB2LTMwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU3OyIgZD0iTTcwMSAxMDk4aDE2MHExNiAwIDIxIC0xMXQtNyAtMjNsLTQ2NCAtNDY0bDQ2NCAtNDY0cTEyIC0xMiA3IC0yM3QtMjEgLTExaC0xNjBxLTEzIDAgLTIzIDlsLTQ3MSA0NzFxLTcgOCAtNyAxOHQ3IDE4bDQ3MSA0NzFxMTAgOSAyMyA5eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyNTg7IiBkPSJNMzM5IDEwOThoMTYwcTEzIDAgMjMgLTlsNDcxIC00NzFxNyAtOCA3IC0xOHQtNyAtMThsLTQ3MSAtNDcxcS0xMCAtOSAtMjMgLTloLTE2MHEtMTYgMCAtMjEgMTF0NyAyM2w0NjQgNDY0bC00NjQgNDY0cS0xMiAxMiAtNyAyM3QyMSAxMXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU5OyIgZD0iTTEwODcgODgycTExIC01IDExIC0yMXYtMTYwcTAgLTEzIC05IC0yM2wtNDcxIC00NzFxLTggLTcgLTE4IC03dC0xOCA3bC00NzEgNDcxcS05IDEwIC05IDIzdjE2MHEwIDE2IDExIDIxdDIzIC03bDQ2NCAtNDY0bDQ2NCA0NjRxMTIgMTIgMjMgN3oiIC8%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%2BCjwvZGVmcz48L3N2Zz4g%29%20format%28%27svg%27%29%7D%2Eglyphicon%7Bposition%3Arelative%3Btop%3A1px%3Bdisplay%3Ainline%2Dblock%3Bfont%2Dfamily%3A%27Glyphicons%20Halflings%27%3Bfont%2Dstyle%3Anormal%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%3B%2Dwebkit%2Dfont%2Dsmoothing%3Aantialiased%3B%2Dmoz%2Dosx%2Dfont%2Dsmoothing%3Agrayscale%7D%2Eglyphicon%2Dasterisk%3Abefore%7Bcontent%3A%22%5C2a%22%7D%2Eglyphicon%2Dplus%3Abefore%7Bcontent%3A%22%5C2b%22%7D%2Eglyphicon%2Deur%3Abefore%2C%2Eglyphicon%2Deuro%3Abefore%7Bcontent%3A%22%5C20ac%22%7D%2Eglyphicon%2Dminus%3Abefore%7Bcontent%3A%22%5C2212%22%7D%2Eglyphicon%2Dcloud%3Abefore%7Bcontent%3A%22%5C2601%22%7D%2Eglyphicon%2Denvelope%3Abefore%7Bcontent%3A%22%5C2709%22%7D%2Eglyphicon%2Dpencil%3Abefore%7Bcontent%3A%22%5C270f%22%7D%2Eglyphicon%2Dglass%3Abefore%7Bcontent%3A%22%5Ce001%22%7D%2Eglyphicon%2Dmusic%3Abefore%7Bcontent%3A%22%5Ce002%22%7D%2Eglyphicon%2Dsearch%3Abefore%7Bcontent%3A%22%5Ce003%22%7D%2Eglyphicon%2Dheart%3Abefore%7Bcontent%3A%22%5Ce005%22%7D%2Eglyphicon%2Dstar%3Abefore%7Bcontent%3A%22%5Ce006%22%7D%2Eglyphicon%2Dstar%2Dempty%3Abefore%7Bcontent%3A%22%5Ce007%22%7D%2Eglyphicon%2Duser%3Abefore%7Bcontent%3A%22%5Ce008%22%7D%2Eglyphicon%2Dfilm%3Abefore%7Bcontent%3A%22%5Ce009%22%7D%2Eglyphicon%2Dth%2Dlarge%3Abefore%7Bcontent%3A%22%5Ce010%22%7D%2Eglyphicon%2Dth%3Abefore%7Bcontent%3A%22%5Ce011%22%7D%2Eglyphicon%2Dth%2Dlist%3Abefore%7Bcontent%3A%22%5Ce012%22%7D%2Eglyphicon%2Dok%3Abefore%7Bcontent%3A%22%5Ce013%22%7D%2Eglyphicon%2Dremove%3Abefore%7Bcontent%3A%22%5Ce014%22%7D%2Eglyphicon%2Dzoom%2Din%3Abefore%7Bcontent%3A%22%5Ce015%22%7D%2Eglyphicon%2Dzoom%2Dout%3Abefore%7Bcontent%3A%22%5Ce016%22%7D%2Eglyphicon%2Doff%3Abefore%7Bcontent%3A%22%5Ce017%22%7D%2Eglyphicon%2Dsignal%3Abefore%7Bcontent%3A%22%5Ce018%22%7D%2Eglyphicon%2Dcog%3Abefore%7Bcontent%3A%22%5Ce019%22%7D%2Eglyphicon%2Dtrash%3Abefore%7Bcontent%3A%22%5Ce020%22%7D%2Eglyphicon%2Dhome%3Abefore%7Bcontent%3A%22%5Ce021%22%7D%2Eglyphicon%2Dfile%3Abefore%7Bcontent%3A%22%5Ce022%22%7D%2Eglyphicon%2Dtime%3Abefore%7Bcontent%3A%22%5Ce023%22%7D%2Eglyphicon%2Droad%3Abefore%7Bcontent%3A%22%5Ce024%22%7D%2Eglyphicon%2Ddownload%2Dalt%3Abefore%7Bcontent%3A%22%5Ce025%22%7D%2Eglyphicon%2Ddownload%3Abefore%7Bcontent%3A%22%5Ce026%22%7D%2Eglyphicon%2Dupload%3Abefore%7Bcontent%3A%22%5Ce027%22%7D%2Eglyphicon%2Dinbox%3Abefore%7Bcontent%3A%22%5Ce028%22%7D%2Eglyphicon%2Dplay%2Dcircle%3Abefore%7Bcontent%3A%22%5Ce029%22%7D%2Eglyphicon%2Drepeat%3Abefore%7Bcontent%3A%22%5Ce030%22%7D%2Eglyphicon%2Drefresh%3Abefore%7Bcontent%3A%22%5Ce031%22%7D%2Eglyphicon%2Dlist%2Dalt%3Abefore%7Bcontent%3A%22%5Ce032%22%7D%2Eglyphicon%2Dlock%3Abefore%7Bcontent%3A%22%5Ce033%22%7D%2Eglyphicon%2Dflag%3Abefore%7Bcontent%3A%22%5Ce034%22%7D%2Eglyphicon%2Dheadphones%3Abefore%7Bcontent%3A%22%5Ce035%22%7D%2Eglyphicon%2Dvolume%2Doff%3Abefore%7Bcontent%3A%22%5Ce036%22%7D%2Eglyphicon%2Dvolume%2Ddown%3Abefore%7Bcontent%3A%22%5Ce037%22%7D%2Eglyphicon%2Dvolume%2Dup%3Abefore%7Bcontent%3A%22%5Ce038%22%7D%2Eglyphicon%2Dqrcode%3Abefore%7Bcontent%3A%22%5Ce039%22%7D%2Eglyphicon%2Dbarcode%3Abefore%7Bcontent%3A%22%5Ce040%22%7D%2Eglyphicon%2Dtag%3Abefore%7Bcontent%3A%22%5Ce041%22%7D%2Eglyphicon%2Dtags%3Abefore%7Bcontent%3A%22%5Ce042%22%7D%2Eglyphicon%2Dbook%3Abefore%7Bcontent%3A%22%5Ce043%22%7D%2Eglyphicon%2Dbookmark%3Abefore%7Bcontent%3A%22%5Ce044%22%7D%2Eglyphicon%2Dprint%3Abefore%7Bcontent%3A%22%5Ce045%22%7D%2Eglyphicon%2Dcamera%3Abefore%7Bcontent%3A%22%5Ce046%22%7D%2Eglyphicon%2Dfont%3Abefore%7Bcontent%3A%22%5Ce047%22%7D%2Eglyphicon%2Dbold%3Abefore%7Bcontent%3A%22%5Ce048%22%7D%2Eglyphicon%2Ditalic%3Abefore%7Bcontent%3A%22%5Ce049%22%7D%2Eglyphicon%2Dtext%2Dheight%3Abefore%7Bcontent%3A%22%5Ce050%22%7D%2Eglyphicon%2Dtext%2Dwidth%3Abefore%7Bcontent%3A%22%5Ce051%22%7D%2Eglyphicon%2Dalign%2Dleft%3Abefore%7Bcontent%3A%22%5Ce052%22%7D%2Eglyphicon%2Dalign%2Dcenter%3Abefore%7Bcontent%3A%22%5Ce053%22%7D%2Eglyphicon%2Dalign%2Dright%3Abefore%7Bcontent%3A%22%5Ce054%22%7D%2Eglyphicon%2Dalign%2Djustify%3Abefore%7Bcontent%3A%22%5Ce055%22%7D%2Eglyphicon%2Dlist%3Abefore%7Bcontent%3A%22%5Ce056%22%7D%2Eglyphicon%2Dindent%2Dleft%3Abefore%7Bcontent%3A%22%5Ce057%22%7D%2Eglyphicon%2Dindent%2Dright%3Abefore%7Bcontent%3A%22%5Ce058%22%7D%2Eglyphicon%2Dfacetime%2Dvideo%3Abefore%7Bcontent%3A%22%5Ce059%22%7D%2Eglyphicon%2Dpicture%3Abefore%7Bcontent%3A%22%5Ce060%22%7D%2Eglyphicon%2Dmap%2Dmarker%3Abefore%7Bcontent%3A%22%5Ce062%22%7D%2Eglyphicon%2Dadjust%3Abefore%7Bcontent%3A%22%5Ce063%22%7D%2Eglyphicon%2Dtint%3Abefore%7Bcontent%3A%22%5Ce064%22%7D%2Eglyphicon%2Dedit%3Abefore%7Bcontent%3A%22%5Ce065%22%7D%2Eglyphicon%2Dshare%3Abefore%7Bcontent%3A%22%5Ce066%22%7D%2Eglyphicon%2Dcheck%3Abefore%7Bcontent%3A%22%5Ce067%22%7D%2Eglyphicon%2Dmove%3Abefore%7Bcontent%3A%22%5Ce068%22%7D%2Eglyphicon%2Dstep%2Dbackward%3Abefore%7Bcontent%3A%22%5Ce069%22%7D%2Eglyphicon%2Dfast%2Dbackward%3Abefore%7Bcontent%3A%22%5Ce070%22%7D%2Eglyphicon%2Dbackward%3Abefore%7Bcontent%3A%22%5Ce071%22%7D%2Eglyphicon%2Dplay%3Abefore%7Bcontent%3A%22%5Ce072%22%7D%2Eglyphicon%2Dpause%3Abefore%7Bcontent%3A%22%5Ce073%22%7D%2Eglyphicon%2Dstop%3Abefore%7Bcontent%3A%22%5Ce074%22%7D%2Eglyphicon%2Dforward%3Abefore%7Bcontent%3A%22%5Ce075%22%7D%2Eglyphicon%2Dfast%2Dforward%3Abefore%7Bcontent%3A%22%5Ce076%22%7D%2Eglyphicon%2Dstep%2Dforward%3Abefore%7Bcontent%3A%22%5Ce077%22%7D%2Eglyphicon%2Deject%3Abefore%7Bcontent%3A%22%5Ce078%22%7D%2Eglyphicon%2Dchevron%2Dleft%3Abefore%7Bcontent%3A%22%5Ce079%22%7D%2Eglyphicon%2Dchevron%2Dright%3Abefore%7Bcontent%3A%22%5Ce080%22%7D%2Eglyphicon%2Dplus%2Dsign%3Abefore%7Bcontent%3A%22%5Ce081%22%7D%2Eglyphicon%2Dminus%2Dsign%3Abefore%7Bcontent%3A%22%5Ce082%22%7D%2Eglyphicon%2Dremove%2Dsign%3Abefore%7Bcontent%3A%22%5Ce083%22%7D%2Eglyphicon%2Dok%2Dsign%3Abefore%7Bcontent%3A%22%5Ce084%22%7D%2Eglyphicon%2Dquestion%2Dsign%3Abefore%7Bcontent%3A%22%5Ce085%22%7D%2Eglyphicon%2Dinfo%2Dsign%3Abefore%7Bcontent%3A%22%5Ce086%22%7D%2Eglyphicon%2Dscreenshot%3Abefore%7Bcontent%3A%22%5Ce087%22%7D%2Eglyphicon%2Dremove%2Dcircle%3Abefore%7Bcontent%3A%22%5Ce088%22%7D%2Eglyphicon%2Dok%2Dcircle%3Abefore%7Bcontent%3A%22%5Ce089%22%7D%2Eglyphicon%2Dban%2Dcircle%3Abefore%7Bcontent%3A%22%5Ce090%22%7D%2Eglyphicon%2Darrow%2Dleft%3Abefore%7Bcontent%3A%22%5Ce091%22%7D%2Eglyphicon%2Darrow%2Dright%3Abefore%7Bcontent%3A%22%5Ce092%22%7D%2Eglyphicon%2Darrow%2Dup%3Abefore%7Bcontent%3A%22%5Ce093%22%7D%2Eglyphicon%2Darrow%2Ddown%3Abefore%7Bcontent%3A%22%5Ce094%22%7D%2Eglyphicon%2Dshare%2Dalt%3Abefore%7Bcontent%3A%22%5Ce095%22%7D%2Eglyphicon%2Dresize%2Dfull%3Abefore%7Bcontent%3A%22%5Ce096%22%7D%2Eglyphicon%2Dresize%2Dsmall%3Abefore%7Bcontent%3A%22%5Ce097%22%7D%2Eglyphicon%2Dexclamation%2Dsign%3Abefore%7Bcontent%3A%22%5Ce101%22%7D%2Eglyphicon%2Dgift%3Abefore%7Bcontent%3A%22%5Ce102%22%7D%2Eglyphicon%2Dleaf%3Abefore%7Bcontent%3A%22%5Ce103%22%7D%2Eglyphicon%2Dfire%3Abefore%7Bcontent%3A%22%5Ce104%22%7D%2Eglyphicon%2Deye%2Dopen%3Abefore%7Bcontent%3A%22%5Ce105%22%7D%2Eglyphicon%2Deye%2Dclose%3Abefore%7Bcontent%3A%22%5Ce106%22%7D%2Eglyphicon%2Dwarning%2Dsign%3Abefore%7Bcontent%3A%22%5Ce107%22%7D%2Eglyphicon%2Dplane%3Abefore%7Bcontent%3A%22%5Ce108%22%7D%2Eglyphicon%2Dcalendar%3Abefore%7Bcontent%3A%22%5Ce109%22%7D%2Eglyphicon%2Drandom%3Abefore%7Bcontent%3A%22%5Ce110%22%7D%2Eglyphicon%2Dcomment%3Abefore%7Bcontent%3A%22%5Ce111%22%7D%2Eglyphicon%2Dmagnet%3Abefore%7Bcontent%3A%22%5Ce112%22%7D%2Eglyphicon%2Dchevron%2Dup%3Abefore%7Bcontent%3A%22%5Ce113%22%7D%2Eglyphicon%2Dchevron%2Ddown%3Abefore%7Bcontent%3A%22%5Ce114%22%7D%2Eglyphicon%2Dretweet%3Abefore%7Bcontent%3A%22%5Ce115%22%7D%2Eglyphicon%2Dshopping%2Dcart%3Abefore%7Bcontent%3A%22%5Ce116%22%7D%2Eglyphicon%2Dfolder%2Dclose%3Abefore%7Bcontent%3A%22%5Ce117%22%7D%2Eglyphicon%2Dfolder%2Dopen%3Abefore%7Bcontent%3A%22%5Ce118%22%7D%2Eglyphicon%2Dresize%2Dvertical%3Abefore%7Bcontent%3A%22%5Ce119%22%7D%2Eglyphicon%2Dresize%2Dhorizontal%3Abefore%7Bcontent%3A%22%5Ce120%22%7D%2Eglyphicon%2Dhdd%3Abefore%7Bcontent%3A%22%5Ce121%22%7D%2Eglyphicon%2Dbullhorn%3Abefore%7Bcontent%3A%22%5Ce122%22%7D%2Eglyphicon%2Dbell%3Abefore%7Bcontent%3A%22%5Ce123%22%7D%2Eglyphicon%2Dcertificate%3Abefore%7Bcontent%3A%22%5Ce124%22%7D%2Eglyphicon%2Dthumbs%2Dup%3Abefore%7Bcontent%3A%22%5Ce125%22%7D%2Eglyphicon%2Dthumbs%2Ddown%3Abefore%7Bcontent%3A%22%5Ce126%22%7D%2Eglyphicon%2Dhand%2Dright%3Abefore%7Bcontent%3A%22%5Ce127%22%7D%2Eglyphicon%2Dhand%2Dleft%3Abefore%7Bcontent%3A%22%5Ce128%22%7D%2Eglyphicon%2Dhand%2Dup%3Abefore%7Bcontent%3A%22%5Ce129%22%7D%2Eglyphicon%2Dhand%2Ddown%3Abefore%7Bcontent%3A%22%5Ce130%22%7D%2Eglyphicon%2Dcircle%2Darrow%2Dright%3Abefore%7Bcontent%3A%22%5Ce131%22%7D%2Eglyphicon%2Dcircle%2Darrow%2Dleft%3Abefore%7Bcontent%3A%22%5Ce132%22%7D%2Eglyphicon%2Dcircle%2Darrow%2Dup%3Abefore%7Bcontent%3A%22%5Ce133%22%7D%2Eglyphicon%2Dcircle%2Darrow%2Ddown%3Abefore%7Bcontent%3A%22%5Ce134%22%7D%2Eglyphicon%2Dglobe%3Abefore%7Bcontent%3A%22%5Ce135%22%7D%2Eglyphicon%2Dwrench%3Abefore%7Bcontent%3A%22%5Ce136%22%7D%2Eglyphicon%2Dtasks%3Abefore%7Bcontent%3A%22%5Ce137%22%7D%2Eglyphicon%2Dfilter%3Abefore%7Bcontent%3A%22%5Ce138%22%7D%2Eglyphicon%2Dbriefcase%3Abefore%7Bcontent%3A%22%5Ce139%22%7D%2Eglyphicon%2Dfullscreen%3Abefore%7Bcontent%3A%22%5Ce140%22%7D%2Eglyphicon%2Ddashboard%3Abefore%7Bcontent%3A%22%5Ce141%22%7D%2Eglyphicon%2Dpaperclip%3Abefore%7Bcontent%3A%22%5Ce142%22%7D%2Eglyphicon%2Dheart%2Dempty%3Abefore%7Bcontent%3A%22%5Ce143%22%7D%2Eglyphicon%2Dlink%3Abefore%7Bcontent%3A%22%5Ce144%22%7D%2Eglyphicon%2Dphone%3Abefore%7Bcontent%3A%22%5Ce145%22%7D%2Eglyphicon%2Dpushpin%3Abefore%7Bcontent%3A%22%5Ce146%22%7D%2Eglyphicon%2Dusd%3Abefore%7Bcontent%3A%22%5Ce148%22%7D%2Eglyphicon%2Dgbp%3Abefore%7Bcontent%3A%22%5Ce149%22%7D%2Eglyphicon%2Dsort%3Abefore%7Bcontent%3A%22%5Ce150%22%7D%2Eglyphicon%2Dsort%2Dby%2Dalphabet%3Abefore%7Bcontent%3A%22%5Ce151%22%7D%2Eglyphicon%2Dsort%2Dby%2Dalphabet%2Dalt%3Abefore%7Bcontent%3A%22%5Ce152%22%7D%2Eglyphicon%2Dsort%2Dby%2Dorder%3Abefore%7Bcontent%3A%22%5Ce153%22%7D%2Eglyphicon%2Dsort%2Dby%2Dorder%2Dalt%3Abefore%7Bcontent%3A%22%5Ce154%22%7D%2Eglyphicon%2Dsort%2Dby%2Dattributes%3Abefore%7Bcontent%3A%22%5Ce155%22%7D%2Eglyphicon%2Dsort%2Dby%2Dattributes%2Dalt%3Abefore%7Bcontent%3A%22%5Ce156%22%7D%2Eglyphicon%2Dunchecked%3Abefore%7Bcontent%3A%22%5Ce157%22%7D%2Eglyphicon%2Dexpand%3Abefore%7Bcontent%3A%22%5Ce158%22%7D%2Eglyphicon%2Dcollapse%2Ddown%3Abefore%7Bcontent%3A%22%5Ce159%22%7D%2Eglyphicon%2Dcollapse%2Dup%3Abefore%7Bcontent%3A%22%5Ce160%22%7D%2Eglyphicon%2Dlog%2Din%3Abefore%7Bcontent%3A%22%5Ce161%22%7D%2Eglyphicon%2Dflash%3Abefore%7Bcontent%3A%22%5Ce162%22%7D%2Eglyphicon%2Dlog%2Dout%3Abefore%7Bcontent%3A%22%5Ce163%22%7D%2Eglyphicon%2Dnew%2Dwindow%3Abefore%7Bcontent%3A%22%5Ce164%22%7D%2Eglyphicon%2Drecord%3Abefore%7Bcontent%3A%22%5Ce165%22%7D%2Eglyphicon%2Dsave%3Abefore%7Bcontent%3A%22%5Ce166%22%7D%2Eglyphicon%2Dopen%3Abefore%7Bcontent%3A%22%5Ce167%22%7D%2Eglyphicon%2Dsaved%3Abefore%7Bcontent%3A%22%5Ce168%22%7D%2Eglyphicon%2Dimport%3Abefore%7Bcontent%3A%22%5Ce169%22%7D%2Eglyphicon%2Dexport%3Abefore%7Bcontent%3A%22%5Ce170%22%7D%2Eglyphicon%2Dsend%3Abefore%7Bcontent%3A%22%5Ce171%22%7D%2Eglyphicon%2Dfloppy%2Ddisk%3Abefore%7Bcontent%3A%22%5Ce172%22%7D%2Eglyphicon%2Dfloppy%2Dsaved%3Abefore%7Bcontent%3A%22%5Ce173%22%7D%2Eglyphicon%2Dfloppy%2Dremove%3Abefore%7Bcontent%3A%22%5Ce174%22%7D%2Eglyphicon%2Dfloppy%2Dsave%3Abefore%7Bcontent%3A%22%5Ce175%22%7D%2Eglyphicon%2Dfloppy%2Dopen%3Abefore%7Bcontent%3A%22%5Ce176%22%7D%2Eglyphicon%2Dcredit%2Dcard%3Abefore%7Bcontent%3A%22%5Ce177%22%7D%2Eglyphicon%2Dtransfer%3Abefore%7Bcontent%3A%22%5Ce178%22%7D%2Eglyphicon%2Dcutlery%3Abefore%7Bcontent%3A%22%5Ce179%22%7D%2Eglyphicon%2Dheader%3Abefore%7Bcontent%3A%22%5Ce180%22%7D%2Eglyphicon%2Dcompressed%3Abefore%7Bcontent%3A%22%5Ce181%22%7D%2Eglyphicon%2Dearphone%3Abefore%7Bcontent%3A%22%5Ce182%22%7D%2Eglyphicon%2Dphone%2Dalt%3Abefore%7Bcontent%3A%22%5Ce183%22%7D%2Eglyphicon%2Dtower%3Abefore%7Bcontent%3A%22%5Ce184%22%7D%2Eglyphicon%2Dstats%3Abefore%7Bcontent%3A%22%5Ce185%22%7D%2Eglyphicon%2Dsd%2Dvideo%3Abefore%7Bcontent%3A%22%5Ce186%22%7D%2Eglyphicon%2Dhd%2Dvideo%3Abefore%7Bcontent%3A%22%5Ce187%22%7D%2Eglyphicon%2Dsubtitles%3Abefore%7Bcontent%3A%22%5Ce188%22%7D%2Eglyphicon%2Dsound%2Dstereo%3Abefore%7Bcontent%3A%22%5Ce189%22%7D%2Eglyphicon%2Dsound%2Ddolby%3Abefore%7Bcontent%3A%22%5Ce190%22%7D%2Eglyphicon%2Dsound%2D5%2D1%3Abefore%7Bcontent%3A%22%5Ce191%22%7D%2Eglyphicon%2Dsound%2D6%2D1%3Abefore%7Bcontent%3A%22%5Ce192%22%7D%2Eglyphicon%2Dsound%2D7%2D1%3Abefore%7Bcontent%3A%22%5Ce193%22%7D%2Eglyphicon%2Dcopyright%2Dmark%3Abefore%7Bcontent%3A%22%5Ce194%22%7D%2Eglyphicon%2Dregistration%2Dmark%3Abefore%7Bcontent%3A%22%5Ce195%22%7D%2Eglyphicon%2Dcloud%2Ddownload%3Abefore%7Bcontent%3A%22%5Ce197%22%7D%2Eglyphicon%2Dcloud%2Dupload%3Abefore%7Bcontent%3A%22%5Ce198%22%7D%2Eglyphicon%2Dtree%2Dconifer%3Abefore%7Bcontent%3A%22%5Ce199%22%7D%2Eglyphicon%2Dtree%2Ddeciduous%3Abefore%7Bcontent%3A%22%5Ce200%22%7D%2Eglyphicon%2Dcd%3Abefore%7Bcontent%3A%22%5Ce201%22%7D%2Eglyphicon%2Dsave%2Dfile%3Abefore%7Bcontent%3A%22%5Ce202%22%7D%2Eglyphicon%2Dopen%2Dfile%3Abefore%7Bcontent%3A%22%5Ce203%22%7D%2Eglyphicon%2Dlevel%2Dup%3Abefore%7Bcontent%3A%22%5Ce204%22%7D%2Eglyphicon%2Dcopy%3Abefore%7Bcontent%3A%22%5Ce205%22%7D%2Eglyphicon%2Dpaste%3Abefore%7Bcontent%3A%22%5Ce206%22%7D%2Eglyphicon%2Dalert%3Abefore%7Bcontent%3A%22%5Ce209%22%7D%2Eglyphicon%2Dequalizer%3Abefore%7Bcontent%3A%22%5Ce210%22%7D%2Eglyphicon%2Dking%3Abefore%7Bcontent%3A%22%5Ce211%22%7D%2Eglyphicon%2Dqueen%3Abefore%7Bcontent%3A%22%5Ce212%22%7D%2Eglyphicon%2Dpawn%3Abefore%7Bcontent%3A%22%5Ce213%22%7D%2Eglyphicon%2Dbishop%3Abefore%7Bcontent%3A%22%5Ce214%22%7D%2Eglyphicon%2Dknight%3Abefore%7Bcontent%3A%22%5Ce215%22%7D%2Eglyphicon%2Dbaby%2Dformula%3Abefore%7Bcontent%3A%22%5Ce216%22%7D%2Eglyphicon%2Dtent%3Abefore%7Bcontent%3A%22%5C26fa%22%7D%2Eglyphicon%2Dblackboard%3Abefore%7Bcontent%3A%22%5Ce218%22%7D%2Eglyphicon%2Dbed%3Abefore%7Bcontent%3A%22%5Ce219%22%7D%2Eglyphicon%2Dapple%3Abefore%7Bcontent%3A%22%5Cf8ff%22%7D%2Eglyphicon%2Derase%3Abefore%7Bcontent%3A%22%5Ce221%22%7D%2Eglyphicon%2Dhourglass%3Abefore%7Bcontent%3A%22%5C231b%22%7D%2Eglyphicon%2Dlamp%3Abefore%7Bcontent%3A%22%5Ce223%22%7D%2Eglyphicon%2Dduplicate%3Abefore%7Bcontent%3A%22%5Ce224%22%7D%2Eglyphicon%2Dpiggy%2Dbank%3Abefore%7Bcontent%3A%22%5Ce225%22%7D%2Eglyphicon%2Dscissors%3Abefore%7Bcontent%3A%22%5Ce226%22%7D%2Eglyphicon%2Dbitcoin%3Abefore%7Bcontent%3A%22%5Ce227%22%7D%2Eglyphicon%2Dbtc%3Abefore%7Bcontent%3A%22%5Ce227%22%7D%2Eglyphicon%2Dxbt%3Abefore%7Bcontent%3A%22%5Ce227%22%7D%2Eglyphicon%2Dyen%3Abefore%7Bcontent%3A%22%5C00a5%22%7D%2Eglyphicon%2Djpy%3Abefore%7Bcontent%3A%22%5C00a5%22%7D%2Eglyphicon%2Druble%3Abefore%7Bcontent%3A%22%5C20bd%22%7D%2Eglyphicon%2Drub%3Abefore%7Bcontent%3A%22%5C20bd%22%7D%2Eglyphicon%2Dscale%3Abefore%7Bcontent%3A%22%5Ce230%22%7D%2Eglyphicon%2Dice%2Dlolly%3Abefore%7Bcontent%3A%22%5Ce231%22%7D%2Eglyphicon%2Dice%2Dlolly%2Dtasted%3Abefore%7Bcontent%3A%22%5Ce232%22%7D%2Eglyphicon%2Deducation%3Abefore%7Bcontent%3A%22%5Ce233%22%7D%2Eglyphicon%2Doption%2Dhorizontal%3Abefore%7Bcontent%3A%22%5Ce234%22%7D%2Eglyphicon%2Doption%2Dvertical%3Abefore%7Bcontent%3A%22%5Ce235%22%7D%2Eglyphicon%2Dmenu%2Dhamburger%3Abefore%7Bcontent%3A%22%5Ce236%22%7D%2Eglyphicon%2Dmodal%2Dwindow%3Abefore%7Bcontent%3A%22%5Ce237%22%7D%2Eglyphicon%2Doil%3Abefore%7Bcontent%3A%22%5Ce238%22%7D%2Eglyphicon%2Dgrain%3Abefore%7Bcontent%3A%22%5Ce239%22%7D%2Eglyphicon%2Dsunglasses%3Abefore%7Bcontent%3A%22%5Ce240%22%7D%2Eglyphicon%2Dtext%2Dsize%3Abefore%7Bcontent%3A%22%5Ce241%22%7D%2Eglyphicon%2Dtext%2Dcolor%3Abefore%7Bcontent%3A%22%5Ce242%22%7D%2Eglyphicon%2Dtext%2Dbackground%3Abefore%7Bcontent%3A%22%5Ce243%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dtop%3Abefore%7Bcontent%3A%22%5Ce244%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dbottom%3Abefore%7Bcontent%3A%22%5Ce245%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dhorizontal%3Abefore%7Bcontent%3A%22%5Ce246%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dleft%3Abefore%7Bcontent%3A%22%5Ce247%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dvertical%3Abefore%7Bcontent%3A%22%5Ce248%22%7D%2Eglyphicon%2Dobject%2Dalign%2Dright%3Abefore%7Bcontent%3A%22%5Ce249%22%7D%2Eglyphicon%2Dtriangle%2Dright%3Abefore%7Bcontent%3A%22%5Ce250%22%7D%2Eglyphicon%2Dtriangle%2Dleft%3Abefore%7Bcontent%3A%22%5Ce251%22%7D%2Eglyphicon%2Dtriangle%2Dbottom%3Abefore%7Bcontent%3A%22%5Ce252%22%7D%2Eglyphicon%2Dtriangle%2Dtop%3Abefore%7Bcontent%3A%22%5Ce253%22%7D%2Eglyphicon%2Dconsole%3Abefore%7Bcontent%3A%22%5Ce254%22%7D%2Eglyphicon%2Dsuperscript%3Abefore%7Bcontent%3A%22%5Ce255%22%7D%2Eglyphicon%2Dsubscript%3Abefore%7Bcontent%3A%22%5Ce256%22%7D%2Eglyphicon%2Dmenu%2Dleft%3Abefore%7Bcontent%3A%22%5Ce257%22%7D%2Eglyphicon%2Dmenu%2Dright%3Abefore%7Bcontent%3A%22%5Ce258%22%7D%2Eglyphicon%2Dmenu%2Ddown%3Abefore%7Bcontent%3A%22%5Ce259%22%7D%2Eglyphicon%2Dmenu%2Dup%3Abefore%7Bcontent%3A%22%5Ce260%22%7D%2A%7B%2Dwebkit%2Dbox%2Dsizing%3Aborder%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Aborder%2Dbox%3Bbox%2Dsizing%3Aborder%2Dbox%7D%3Aafter%2C%3Abefore%7B%2Dwebkit%2Dbox%2Dsizing%3Aborder%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Aborder%2Dbox%3Bbox%2Dsizing%3Aborder%2Dbox%7Dhtml%7Bfont%2Dsize%3A10px%3B%2Dwebkit%2Dtap%2Dhighlight%2Dcolor%3Argba%280%2C0%2C0%2C0%29%7Dbody%7Bfont%2Dfamily%3A%22Helvetica%20Neue%22%2CHelvetica%2CArial%2Csans%2Dserif%3Bfont%2Dsize%3A14px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23fff%7Dbutton%2Cinput%2Cselect%2Ctextarea%7Bfont%2Dfamily%3Ainherit%3Bfont%2Dsize%3Ainherit%3Bline%2Dheight%3Ainherit%7Da%7Bcolor%3A%23337ab7%3Btext%2Ddecoration%3Anone%7Da%3Afocus%2Ca%3Ahover%7Bcolor%3A%2323527c%3Btext%2Ddecoration%3Aunderline%7Da%3Afocus%7Boutline%3Athin%20dotted%3Boutline%3A5px%20auto%20%2Dwebkit%2Dfocus%2Dring%2Dcolor%3Boutline%2Doffset%3A%2D2px%7Dfigure%7Bmargin%3A0%7Dimg%7Bvertical%2Dalign%3Amiddle%7D%2Ecarousel%2Dinner%3E%2Eitem%3Ea%3Eimg%2C%2Ecarousel%2Dinner%3E%2Eitem%3Eimg%2C%2Eimg%2Dresponsive%2C%2Ethumbnail%20a%3Eimg%2C%2Ethumbnail%3Eimg%7Bdisplay%3Ablock%3Bmax%2Dwidth%3A100%25%3Bheight%3Aauto%7D%2Eimg%2Drounded%7Bborder%2Dradius%3A6px%7D%2Eimg%2Dthumbnail%7Bdisplay%3Ainline%2Dblock%3Bmax%2Dwidth%3A100%25%3Bheight%3Aauto%3Bpadding%3A4px%3Bline%2Dheight%3A1%2E42857143%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dtransition%3Aall%20%2E2s%20ease%2Din%2Dout%3B%2Do%2Dtransition%3Aall%20%2E2s%20ease%2Din%2Dout%3Btransition%3Aall%20%2E2s%20ease%2Din%2Dout%7D%2Eimg%2Dcircle%7Bborder%2Dradius%3A50%25%7Dhr%7Bmargin%2Dtop%3A20px%3Bmargin%2Dbottom%3A20px%3Bborder%3A0%3Bborder%2Dtop%3A1px%20solid%20%23eee%7D%2Esr%2Donly%7Bposition%3Aabsolute%3Bwidth%3A1px%3Bheight%3A1px%3Bpadding%3A0%3Bmargin%3A%2D1px%3Boverflow%3Ahidden%3Bclip%3Arect%280%2C0%2C0%2C0%29%3Bborder%3A0%7D%2Esr%2Donly%2Dfocusable%3Aactive%2C%2Esr%2Donly%2Dfocusable%3Afocus%7Bposition%3Astatic%3Bwidth%3Aauto%3Bheight%3Aauto%3Bmargin%3A0%3Boverflow%3Avisible%3Bclip%3Aauto%7D%5Brole%3Dbutton%5D%7Bcursor%3Apointer%7D%2Eh1%2C%2Eh2%2C%2Eh3%2C%2Eh4%2C%2Eh5%2C%2Eh6%2Ch1%2Ch2%2Ch3%2Ch4%2Ch5%2Ch6%7Bfont%2Dfamily%3Ainherit%3Bfont%2Dweight%3A500%3Bline%2Dheight%3A1%2E1%3Bcolor%3Ainherit%7D%2Eh1%20%2Esmall%2C%2Eh1%20small%2C%2Eh2%20%2Esmall%2C%2Eh2%20small%2C%2Eh3%20%2Esmall%2C%2Eh3%20small%2C%2Eh4%20%2Esmall%2C%2Eh4%20small%2C%2Eh5%20%2Esmall%2C%2Eh5%20small%2C%2Eh6%20%2Esmall%2C%2Eh6%20small%2Ch1%20%2Esmall%2Ch1%20small%2Ch2%20%2Esmall%2Ch2%20small%2Ch3%20%2Esmall%2Ch3%20small%2Ch4%20%2Esmall%2Ch4%20small%2Ch5%20%2Esmall%2Ch5%20small%2Ch6%20%2Esmall%2Ch6%20small%7Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%3Bcolor%3A%23777%7D%2Eh1%2C%2Eh2%2C%2Eh3%2Ch1%2Ch2%2Ch3%7Bmargin%2Dtop%3A20px%3Bmargin%2Dbottom%3A10px%7D%2Eh1%20%2Esmall%2C%2Eh1%20small%2C%2Eh2%20%2Esmall%2C%2Eh2%20small%2C%2Eh3%20%2Esmall%2C%2Eh3%20small%2Ch1%20%2Esmall%2Ch1%20small%2Ch2%20%2Esmall%2Ch2%20small%2Ch3%20%2Esmall%2Ch3%20small%7Bfont%2Dsize%3A65%25%7D%2Eh4%2C%2Eh5%2C%2Eh6%2Ch4%2Ch5%2Ch6%7Bmargin%2Dtop%3A10px%3Bmargin%2Dbottom%3A10px%7D%2Eh4%20%2Esmall%2C%2Eh4%20small%2C%2Eh5%20%2Esmall%2C%2Eh5%20small%2C%2Eh6%20%2Esmall%2C%2Eh6%20small%2Ch4%20%2Esmall%2Ch4%20small%2Ch5%20%2Esmall%2Ch5%20small%2Ch6%20%2Esmall%2Ch6%20small%7Bfont%2Dsize%3A75%25%7D%2Eh1%2Ch1%7Bfont%2Dsize%3A36px%7D%2Eh2%2Ch2%7Bfont%2Dsize%3A30px%7D%2Eh3%2Ch3%7Bfont%2Dsize%3A24px%7D%2Eh4%2Ch4%7Bfont%2Dsize%3A18px%7D%2Eh5%2Ch5%7Bfont%2Dsize%3A14px%7D%2Eh6%2Ch6%7Bfont%2Dsize%3A12px%7Dp%7Bmargin%3A0%200%2010px%7D%2Elead%7Bmargin%2Dbottom%3A20px%3Bfont%2Dsize%3A16px%3Bfont%2Dweight%3A300%3Bline%2Dheight%3A1%2E4%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Elead%7Bfont%2Dsize%3A21px%7D%7D%2Esmall%2Csmall%7Bfont%2Dsize%3A85%25%7D%2Emark%2Cmark%7Bpadding%3A%2E2em%3Bbackground%2Dcolor%3A%23fcf8e3%7D%2Etext%2Dleft%7Btext%2Dalign%3Aleft%7D%2Etext%2Dright%7Btext%2Dalign%3Aright%7D%2Etext%2Dcenter%7Btext%2Dalign%3Acenter%7D%2Etext%2Djustify%7Btext%2Dalign%3Ajustify%7D%2Etext%2Dnowrap%7Bwhite%2Dspace%3Anowrap%7D%2Etext%2Dlowercase%7Btext%2Dtransform%3Alowercase%7D%2Etext%2Duppercase%7Btext%2Dtransform%3Auppercase%7D%2Etext%2Dcapitalize%7Btext%2Dtransform%3Acapitalize%7D%2Etext%2Dmuted%7Bcolor%3A%23777%7D%2Etext%2Dprimary%7Bcolor%3A%23337ab7%7Da%2Etext%2Dprimary%3Afocus%2Ca%2Etext%2Dprimary%3Ahover%7Bcolor%3A%23286090%7D%2Etext%2Dsuccess%7Bcolor%3A%233c763d%7Da%2Etext%2Dsuccess%3Afocus%2Ca%2Etext%2Dsuccess%3Ahover%7Bcolor%3A%232b542c%7D%2Etext%2Dinfo%7Bcolor%3A%2331708f%7Da%2Etext%2Dinfo%3Afocus%2Ca%2Etext%2Dinfo%3Ahover%7Bcolor%3A%23245269%7D%2Etext%2Dwarning%7Bcolor%3A%238a6d3b%7Da%2Etext%2Dwarning%3Afocus%2Ca%2Etext%2Dwarning%3Ahover%7Bcolor%3A%2366512c%7D%2Etext%2Ddanger%7Bcolor%3A%23a94442%7Da%2Etext%2Ddanger%3Afocus%2Ca%2Etext%2Ddanger%3Ahover%7Bcolor%3A%23843534%7D%2Ebg%2Dprimary%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23337ab7%7Da%2Ebg%2Dprimary%3Afocus%2Ca%2Ebg%2Dprimary%3Ahover%7Bbackground%2Dcolor%3A%23286090%7D%2Ebg%2Dsuccess%7Bbackground%2Dcolor%3A%23dff0d8%7Da%2Ebg%2Dsuccess%3Afocus%2Ca%2Ebg%2Dsuccess%3Ahover%7Bbackground%2Dcolor%3A%23c1e2b3%7D%2Ebg%2Dinfo%7Bbackground%2Dcolor%3A%23d9edf7%7Da%2Ebg%2Dinfo%3Afocus%2Ca%2Ebg%2Dinfo%3Ahover%7Bbackground%2Dcolor%3A%23afd9ee%7D%2Ebg%2Dwarning%7Bbackground%2Dcolor%3A%23fcf8e3%7Da%2Ebg%2Dwarning%3Afocus%2Ca%2Ebg%2Dwarning%3Ahover%7Bbackground%2Dcolor%3A%23f7ecb5%7D%2Ebg%2Ddanger%7Bbackground%2Dcolor%3A%23f2dede%7Da%2Ebg%2Ddanger%3Afocus%2Ca%2Ebg%2Ddanger%3Ahover%7Bbackground%2Dcolor%3A%23e4b9b9%7D%2Epage%2Dheader%7Bpadding%2Dbottom%3A9px%3Bmargin%3A40px%200%2020px%3Bborder%2Dbottom%3A1px%20solid%20%23eee%7Dol%2Cul%7Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A10px%7Dol%20ol%2Col%20ul%2Cul%20ol%2Cul%20ul%7Bmargin%2Dbottom%3A0%7D%2Elist%2Dunstyled%7Bpadding%2Dleft%3A0%3Blist%2Dstyle%3Anone%7D%2Elist%2Dinline%7Bpadding%2Dleft%3A0%3Bmargin%2Dleft%3A%2D5px%3Blist%2Dstyle%3Anone%7D%2Elist%2Dinline%3Eli%7Bdisplay%3Ainline%2Dblock%3Bpadding%2Dright%3A5px%3Bpadding%2Dleft%3A5px%7Ddl%7Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A20px%7Ddd%2Cdt%7Bline%2Dheight%3A1%2E42857143%7Ddt%7Bfont%2Dweight%3A700%7Ddd%7Bmargin%2Dleft%3A0%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Edl%2Dhorizontal%20dt%7Bfloat%3Aleft%3Bwidth%3A160px%3Boverflow%3Ahidden%3Bclear%3Aleft%3Btext%2Dalign%3Aright%3Btext%2Doverflow%3Aellipsis%3Bwhite%2Dspace%3Anowrap%7D%2Edl%2Dhorizontal%20dd%7Bmargin%2Dleft%3A180px%7D%7Dabbr%5Bdata%2Doriginal%2Dtitle%5D%2Cabbr%5Btitle%5D%7Bcursor%3Ahelp%3Bborder%2Dbottom%3A1px%20dotted%20%23777%7D%2Einitialism%7Bfont%2Dsize%3A90%25%3Btext%2Dtransform%3Auppercase%7Dblockquote%7Bpadding%3A10px%2020px%3Bmargin%3A0%200%2020px%3Bfont%2Dsize%3A17%2E5px%3Bborder%2Dleft%3A5px%20solid%20%23eee%7Dblockquote%20ol%3Alast%2Dchild%2Cblockquote%20p%3Alast%2Dchild%2Cblockquote%20ul%3Alast%2Dchild%7Bmargin%2Dbottom%3A0%7Dblockquote%20%2Esmall%2Cblockquote%20footer%2Cblockquote%20small%7Bdisplay%3Ablock%3Bfont%2Dsize%3A80%25%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23777%7Dblockquote%20%2Esmall%3Abefore%2Cblockquote%20footer%3Abefore%2Cblockquote%20small%3Abefore%7Bcontent%3A%27%5C2014%20%5C00A0%27%7D%2Eblockquote%2Dreverse%2Cblockquote%2Epull%2Dright%7Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A0%3Btext%2Dalign%3Aright%3Bborder%2Dright%3A5px%20solid%20%23eee%3Bborder%2Dleft%3A0%7D%2Eblockquote%2Dreverse%20%2Esmall%3Abefore%2C%2Eblockquote%2Dreverse%20footer%3Abefore%2C%2Eblockquote%2Dreverse%20small%3Abefore%2Cblockquote%2Epull%2Dright%20%2Esmall%3Abefore%2Cblockquote%2Epull%2Dright%20footer%3Abefore%2Cblockquote%2Epull%2Dright%20small%3Abefore%7Bcontent%3A%27%27%7D%2Eblockquote%2Dreverse%20%2Esmall%3Aafter%2C%2Eblockquote%2Dreverse%20footer%3Aafter%2C%2Eblockquote%2Dreverse%20small%3Aafter%2Cblockquote%2Epull%2Dright%20%2Esmall%3Aafter%2Cblockquote%2Epull%2Dright%20footer%3Aafter%2Cblockquote%2Epull%2Dright%20small%3Aafter%7Bcontent%3A%27%5C00A0%20%5C2014%27%7Daddress%7Bmargin%2Dbottom%3A20px%3Bfont%2Dstyle%3Anormal%3Bline%2Dheight%3A1%2E42857143%7Dcode%2Ckbd%2Cpre%2Csamp%7Bfont%2Dfamily%3Amonospace%7Dcode%7Bpadding%3A2px%204px%3Bfont%2Dsize%3A90%25%3Bcolor%3A%23c7254e%3Bbackground%2Dcolor%3A%23f9f2f4%3Bborder%2Dradius%3A4px%7Dkbd%7Bpadding%3A2px%204px%3Bfont%2Dsize%3A90%25%3Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23333%3Bborder%2Dradius%3A3px%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%20%2D1px%200%20rgba%280%2C0%2C0%2C%2E25%29%3Bbox%2Dshadow%3Ainset%200%20%2D1px%200%20rgba%280%2C0%2C0%2C%2E25%29%7Dkbd%20kbd%7Bpadding%3A0%3Bfont%2Dsize%3A100%25%3Bfont%2Dweight%3A700%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7Dpre%7Bdisplay%3Ablock%3Bpadding%3A9%2E5px%3Bmargin%3A0%200%2010px%3Bfont%2Dsize%3A13px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23333%3Bword%2Dbreak%3Abreak%2Dall%3Bword%2Dwrap%3Abreak%2Dword%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%3A1px%20solid%20%23ccc%3Bborder%2Dradius%3A4px%7Dpre%20code%7Bpadding%3A0%3Bfont%2Dsize%3Ainherit%3Bcolor%3Ainherit%3Bwhite%2Dspace%3Apre%2Dwrap%3Bbackground%2Dcolor%3Atransparent%3Bborder%2Dradius%3A0%7D%2Epre%2Dscrollable%7Bmax%2Dheight%3A340px%3Boverflow%2Dy%3Ascroll%7D%2Econtainer%7Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A15px%3Bmargin%2Dright%3Aauto%3Bmargin%2Dleft%3Aauto%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Econtainer%7Bwidth%3A750px%7D%7D%40media%20%28min%2Dwidth%3A992px%29%7B%2Econtainer%7Bwidth%3A970px%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Econtainer%7Bwidth%3A1170px%7D%7D%2Econtainer%2Dfluid%7Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A15px%3Bmargin%2Dright%3Aauto%3Bmargin%2Dleft%3Aauto%7D%2Erow%7Bmargin%2Dright%3A%2D15px%3Bmargin%2Dleft%3A%2D15px%7D%2Ecol%2Dlg%2D1%2C%2Ecol%2Dlg%2D10%2C%2Ecol%2Dlg%2D11%2C%2Ecol%2Dlg%2D12%2C%2Ecol%2Dlg%2D2%2C%2Ecol%2Dlg%2D3%2C%2Ecol%2Dlg%2D4%2C%2Ecol%2Dlg%2D5%2C%2Ecol%2Dlg%2D6%2C%2Ecol%2Dlg%2D7%2C%2Ecol%2Dlg%2D8%2C%2Ecol%2Dlg%2D9%2C%2Ecol%2Dmd%2D1%2C%2Ecol%2Dmd%2D10%2C%2Ecol%2Dmd%2D11%2C%2Ecol%2Dmd%2D12%2C%2Ecol%2Dmd%2D2%2C%2Ecol%2Dmd%2D3%2C%2Ecol%2Dmd%2D4%2C%2Ecol%2Dmd%2D5%2C%2Ecol%2Dmd%2D6%2C%2Ecol%2Dmd%2D7%2C%2Ecol%2Dmd%2D8%2C%2Ecol%2Dmd%2D9%2C%2Ecol%2Dsm%2D1%2C%2Ecol%2Dsm%2D10%2C%2Ecol%2Dsm%2D11%2C%2Ecol%2Dsm%2D12%2C%2Ecol%2Dsm%2D2%2C%2Ecol%2Dsm%2D3%2C%2Ecol%2Dsm%2D4%2C%2Ecol%2Dsm%2D5%2C%2Ecol%2Dsm%2D6%2C%2Ecol%2Dsm%2D7%2C%2Ecol%2Dsm%2D8%2C%2Ecol%2Dsm%2D9%2C%2Ecol%2Dxs%2D1%2C%2Ecol%2Dxs%2D10%2C%2Ecol%2Dxs%2D11%2C%2Ecol%2Dxs%2D12%2C%2Ecol%2Dxs%2D2%2C%2Ecol%2Dxs%2D3%2C%2Ecol%2Dxs%2D4%2C%2Ecol%2Dxs%2D5%2C%2Ecol%2Dxs%2D6%2C%2Ecol%2Dxs%2D7%2C%2Ecol%2Dxs%2D8%2C%2Ecol%2Dxs%2D9%7Bposition%3Arelative%3Bmin%2Dheight%3A1px%3Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A15px%7D%2Ecol%2Dxs%2D1%2C%2Ecol%2Dxs%2D10%2C%2Ecol%2Dxs%2D11%2C%2Ecol%2Dxs%2D12%2C%2Ecol%2Dxs%2D2%2C%2Ecol%2Dxs%2D3%2C%2Ecol%2Dxs%2D4%2C%2Ecol%2Dxs%2D5%2C%2Ecol%2Dxs%2D6%2C%2Ecol%2Dxs%2D7%2C%2Ecol%2Dxs%2D8%2C%2Ecol%2Dxs%2D9%7Bfloat%3Aleft%7D%2Ecol%2Dxs%2D12%7Bwidth%3A100%25%7D%2Ecol%2Dxs%2D11%7Bwidth%3A91%2E66666667%25%7D%2Ecol%2Dxs%2D10%7Bwidth%3A83%2E33333333%25%7D%2Ecol%2Dxs%2D9%7Bwidth%3A75%25%7D%2Ecol%2Dxs%2D8%7Bwidth%3A66%2E66666667%25%7D%2Ecol%2Dxs%2D7%7Bwidth%3A58%2E33333333%25%7D%2Ecol%2Dxs%2D6%7Bwidth%3A50%25%7D%2Ecol%2Dxs%2D5%7Bwidth%3A41%2E66666667%25%7D%2Ecol%2Dxs%2D4%7Bwidth%3A33%2E33333333%25%7D%2Ecol%2Dxs%2D3%7Bwidth%3A25%25%7D%2Ecol%2Dxs%2D2%7Bwidth%3A16%2E66666667%25%7D%2Ecol%2Dxs%2D1%7Bwidth%3A8%2E33333333%25%7D%2Ecol%2Dxs%2Dpull%2D12%7Bright%3A100%25%7D%2Ecol%2Dxs%2Dpull%2D11%7Bright%3A91%2E66666667%25%7D%2Ecol%2Dxs%2Dpull%2D10%7Bright%3A83%2E33333333%25%7D%2Ecol%2Dxs%2Dpull%2D9%7Bright%3A75%25%7D%2Ecol%2Dxs%2Dpull%2D8%7Bright%3A66%2E66666667%25%7D%2Ecol%2Dxs%2Dpull%2D7%7Bright%3A58%2E33333333%25%7D%2Ecol%2Dxs%2Dpull%2D6%7Bright%3A50%25%7D%2Ecol%2Dxs%2Dpull%2D5%7Bright%3A41%2E66666667%25%7D%2Ecol%2Dxs%2Dpull%2D4%7Bright%3A33%2E33333333%25%7D%2Ecol%2Dxs%2Dpull%2D3%7Bright%3A25%25%7D%2Ecol%2Dxs%2Dpull%2D2%7Bright%3A16%2E66666667%25%7D%2Ecol%2Dxs%2Dpull%2D1%7Bright%3A8%2E33333333%25%7D%2Ecol%2Dxs%2Dpull%2D0%7Bright%3Aauto%7D%2Ecol%2Dxs%2Dpush%2D12%7Bleft%3A100%25%7D%2Ecol%2Dxs%2Dpush%2D11%7Bleft%3A91%2E66666667%25%7D%2Ecol%2Dxs%2Dpush%2D10%7Bleft%3A83%2E33333333%25%7D%2Ecol%2Dxs%2Dpush%2D9%7Bleft%3A75%25%7D%2Ecol%2Dxs%2Dpush%2D8%7Bleft%3A66%2E66666667%25%7D%2Ecol%2Dxs%2Dpush%2D7%7Bleft%3A58%2E33333333%25%7D%2Ecol%2Dxs%2Dpush%2D6%7Bleft%3A50%25%7D%2Ecol%2Dxs%2Dpush%2D5%7Bleft%3A41%2E66666667%25%7D%2Ecol%2Dxs%2Dpush%2D4%7Bleft%3A33%2E33333333%25%7D%2Ecol%2Dxs%2Dpush%2D3%7Bleft%3A25%25%7D%2Ecol%2Dxs%2Dpush%2D2%7Bleft%3A16%2E66666667%25%7D%2Ecol%2Dxs%2Dpush%2D1%7Bleft%3A8%2E33333333%25%7D%2Ecol%2Dxs%2Dpush%2D0%7Bleft%3Aauto%7D%2Ecol%2Dxs%2Doffset%2D12%7Bmargin%2Dleft%3A100%25%7D%2Ecol%2Dxs%2Doffset%2D11%7Bmargin%2Dleft%3A91%2E66666667%25%7D%2Ecol%2Dxs%2Doffset%2D10%7Bmargin%2Dleft%3A83%2E33333333%25%7D%2Ecol%2Dxs%2Doffset%2D9%7Bmargin%2Dleft%3A75%25%7D%2Ecol%2Dxs%2Doffset%2D8%7Bmargin%2Dleft%3A66%2E66666667%25%7D%2Ecol%2Dxs%2Doffset%2D7%7Bmargin%2Dleft%3A58%2E33333333%25%7D%2Ecol%2Dxs%2Doffset%2D6%7Bmargin%2Dleft%3A50%25%7D%2Ecol%2Dxs%2Doffset%2D5%7Bmargin%2Dleft%3A41%2E66666667%25%7D%2Ecol%2Dxs%2Doffset%2D4%7Bmargin%2Dleft%3A33%2E33333333%25%7D%2Ecol%2Dxs%2Doffset%2D3%7Bmargin%2Dleft%3A25%25%7D%2Ecol%2Dxs%2Doffset%2D2%7Bmargin%2Dleft%3A16%2E66666667%25%7D%2Ecol%2Dxs%2Doffset%2D1%7Bmargin%2Dleft%3A8%2E33333333%25%7D%2Ecol%2Dxs%2Doffset%2D0%7Bmargin%2Dleft%3A0%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Ecol%2Dsm%2D1%2C%2Ecol%2Dsm%2D10%2C%2Ecol%2Dsm%2D11%2C%2Ecol%2Dsm%2D12%2C%2Ecol%2Dsm%2D2%2C%2Ecol%2Dsm%2D3%2C%2Ecol%2Dsm%2D4%2C%2Ecol%2Dsm%2D5%2C%2Ecol%2Dsm%2D6%2C%2Ecol%2Dsm%2D7%2C%2Ecol%2Dsm%2D8%2C%2Ecol%2Dsm%2D9%7Bfloat%3Aleft%7D%2Ecol%2Dsm%2D12%7Bwidth%3A100%25%7D%2Ecol%2Dsm%2D11%7Bwidth%3A91%2E66666667%25%7D%2Ecol%2Dsm%2D10%7Bwidth%3A83%2E33333333%25%7D%2Ecol%2Dsm%2D9%7Bwidth%3A75%25%7D%2Ecol%2Dsm%2D8%7Bwidth%3A66%2E66666667%25%7D%2Ecol%2Dsm%2D7%7Bwidth%3A58%2E33333333%25%7D%2Ecol%2Dsm%2D6%7Bwidth%3A50%25%7D%2Ecol%2Dsm%2D5%7Bwidth%3A41%2E66666667%25%7D%2Ecol%2Dsm%2D4%7Bwidth%3A33%2E33333333%25%7D%2Ecol%2Dsm%2D3%7Bwidth%3A25%25%7D%2Ecol%2Dsm%2D2%7Bwidth%3A16%2E66666667%25%7D%2Ecol%2Dsm%2D1%7Bwidth%3A8%2E33333333%25%7D%2Ecol%2Dsm%2Dpull%2D12%7Bright%3A100%25%7D%2Ecol%2Dsm%2Dpull%2D11%7Bright%3A91%2E66666667%25%7D%2Ecol%2Dsm%2Dpull%2D10%7Bright%3A83%2E33333333%25%7D%2Ecol%2Dsm%2Dpull%2D9%7Bright%3A75%25%7D%2Ecol%2Dsm%2Dpull%2D8%7Bright%3A66%2E66666667%25%7D%2Ecol%2Dsm%2Dpull%2D7%7Bright%3A58%2E33333333%25%7D%2Ecol%2Dsm%2Dpull%2D6%7Bright%3A50%25%7D%2Ecol%2Dsm%2Dpull%2D5%7Bright%3A41%2E66666667%25%7D%2Ecol%2Dsm%2Dpull%2D4%7Bright%3A33%2E33333333%25%7D%2Ecol%2Dsm%2Dpull%2D3%7Bright%3A25%25%7D%2Ecol%2Dsm%2Dpull%2D2%7Bright%3A16%2E66666667%25%7D%2Ecol%2Dsm%2Dpull%2D1%7Bright%3A8%2E33333333%25%7D%2Ecol%2Dsm%2Dpull%2D0%7Bright%3Aauto%7D%2Ecol%2Dsm%2Dpush%2D12%7Bleft%3A100%25%7D%2Ecol%2Dsm%2Dpush%2D11%7Bleft%3A91%2E66666667%25%7D%2Ecol%2Dsm%2Dpush%2D10%7Bleft%3A83%2E33333333%25%7D%2Ecol%2Dsm%2Dpush%2D9%7Bleft%3A75%25%7D%2Ecol%2Dsm%2Dpush%2D8%7Bleft%3A66%2E66666667%25%7D%2Ecol%2Dsm%2Dpush%2D7%7Bleft%3A58%2E33333333%25%7D%2Ecol%2Dsm%2Dpush%2D6%7Bleft%3A50%25%7D%2Ecol%2Dsm%2Dpush%2D5%7Bleft%3A41%2E66666667%25%7D%2Ecol%2Dsm%2Dpush%2D4%7Bleft%3A33%2E33333333%25%7D%2Ecol%2Dsm%2Dpush%2D3%7Bleft%3A25%25%7D%2Ecol%2Dsm%2Dpush%2D2%7Bleft%3A16%2E66666667%25%7D%2Ecol%2Dsm%2Dpush%2D1%7Bleft%3A8%2E33333333%25%7D%2Ecol%2Dsm%2Dpush%2D0%7Bleft%3Aauto%7D%2Ecol%2Dsm%2Doffset%2D12%7Bmargin%2Dleft%3A100%25%7D%2Ecol%2Dsm%2Doffset%2D11%7Bmargin%2Dleft%3A91%2E66666667%25%7D%2Ecol%2Dsm%2Doffset%2D10%7Bmargin%2Dleft%3A83%2E33333333%25%7D%2Ecol%2Dsm%2Doffset%2D9%7Bmargin%2Dleft%3A75%25%7D%2Ecol%2Dsm%2Doffset%2D8%7Bmargin%2Dleft%3A66%2E66666667%25%7D%2Ecol%2Dsm%2Doffset%2D7%7Bmargin%2Dleft%3A58%2E33333333%25%7D%2Ecol%2Dsm%2Doffset%2D6%7Bmargin%2Dleft%3A50%25%7D%2Ecol%2Dsm%2Doffset%2D5%7Bmargin%2Dleft%3A41%2E66666667%25%7D%2Ecol%2Dsm%2Doffset%2D4%7Bmargin%2Dleft%3A33%2E33333333%25%7D%2Ecol%2Dsm%2Doffset%2D3%7Bmargin%2Dleft%3A25%25%7D%2Ecol%2Dsm%2Doffset%2D2%7Bmargin%2Dleft%3A16%2E66666667%25%7D%2Ecol%2Dsm%2Doffset%2D1%7Bmargin%2Dleft%3A8%2E33333333%25%7D%2Ecol%2Dsm%2Doffset%2D0%7Bmargin%2Dleft%3A0%7D%7D%40media%20%28min%2Dwidth%3A992px%29%7B%2Ecol%2Dmd%2D1%2C%2Ecol%2Dmd%2D10%2C%2Ecol%2Dmd%2D11%2C%2Ecol%2Dmd%2D12%2C%2Ecol%2Dmd%2D2%2C%2Ecol%2Dmd%2D3%2C%2Ecol%2Dmd%2D4%2C%2Ecol%2Dmd%2D5%2C%2Ecol%2Dmd%2D6%2C%2Ecol%2Dmd%2D7%2C%2Ecol%2Dmd%2D8%2C%2Ecol%2Dmd%2D9%7Bfloat%3Aleft%7D%2Ecol%2Dmd%2D12%7Bwidth%3A100%25%7D%2Ecol%2Dmd%2D11%7Bwidth%3A91%2E66666667%25%7D%2Ecol%2Dmd%2D10%7Bwidth%3A83%2E33333333%25%7D%2Ecol%2Dmd%2D9%7Bwidth%3A75%25%7D%2Ecol%2Dmd%2D8%7Bwidth%3A66%2E66666667%25%7D%2Ecol%2Dmd%2D7%7Bwidth%3A58%2E33333333%25%7D%2Ecol%2Dmd%2D6%7Bwidth%3A50%25%7D%2Ecol%2Dmd%2D5%7Bwidth%3A41%2E66666667%25%7D%2Ecol%2Dmd%2D4%7Bwidth%3A33%2E33333333%25%7D%2Ecol%2Dmd%2D3%7Bwidth%3A25%25%7D%2Ecol%2Dmd%2D2%7Bwidth%3A16%2E66666667%25%7D%2Ecol%2Dmd%2D1%7Bwidth%3A8%2E33333333%25%7D%2Ecol%2Dmd%2Dpull%2D12%7Bright%3A100%25%7D%2Ecol%2Dmd%2Dpull%2D11%7Bright%3A91%2E66666667%25%7D%2Ecol%2Dmd%2Dpull%2D10%7Bright%3A83%2E33333333%25%7D%2Ecol%2Dmd%2Dpull%2D9%7Bright%3A75%25%7D%2Ecol%2Dmd%2Dpull%2D8%7Bright%3A66%2E66666667%25%7D%2Ecol%2Dmd%2Dpull%2D7%7Bright%3A58%2E33333333%25%7D%2Ecol%2Dmd%2Dpull%2D6%7Bright%3A50%25%7D%2Ecol%2Dmd%2Dpull%2D5%7Bright%3A41%2E66666667%25%7D%2Ecol%2Dmd%2Dpull%2D4%7Bright%3A33%2E33333333%25%7D%2Ecol%2Dmd%2Dpull%2D3%7Bright%3A25%25%7D%2Ecol%2Dmd%2Dpull%2D2%7Bright%3A16%2E66666667%25%7D%2Ecol%2Dmd%2Dpull%2D1%7Bright%3A8%2E33333333%25%7D%2Ecol%2Dmd%2Dpull%2D0%7Bright%3Aauto%7D%2Ecol%2Dmd%2Dpush%2D12%7Bleft%3A100%25%7D%2Ecol%2Dmd%2Dpush%2D11%7Bleft%3A91%2E66666667%25%7D%2Ecol%2Dmd%2Dpush%2D10%7Bleft%3A83%2E33333333%25%7D%2Ecol%2Dmd%2Dpush%2D9%7Bleft%3A75%25%7D%2Ecol%2Dmd%2Dpush%2D8%7Bleft%3A66%2E66666667%25%7D%2Ecol%2Dmd%2Dpush%2D7%7Bleft%3A58%2E33333333%25%7D%2Ecol%2Dmd%2Dpush%2D6%7Bleft%3A50%25%7D%2Ecol%2Dmd%2Dpush%2D5%7Bleft%3A41%2E66666667%25%7D%2Ecol%2Dmd%2Dpush%2D4%7Bleft%3A33%2E33333333%25%7D%2Ecol%2Dmd%2Dpush%2D3%7Bleft%3A25%25%7D%2Ecol%2Dmd%2Dpush%2D2%7Bleft%3A16%2E66666667%25%7D%2Ecol%2Dmd%2Dpush%2D1%7Bleft%3A8%2E33333333%25%7D%2Ecol%2Dmd%2Dpush%2D0%7Bleft%3Aauto%7D%2Ecol%2Dmd%2Doffset%2D12%7Bmargin%2Dleft%3A100%25%7D%2Ecol%2Dmd%2Doffset%2D11%7Bmargin%2Dleft%3A91%2E66666667%25%7D%2Ecol%2Dmd%2Doffset%2D10%7Bmargin%2Dleft%3A83%2E33333333%25%7D%2Ecol%2Dmd%2Doffset%2D9%7Bmargin%2Dleft%3A75%25%7D%2Ecol%2Dmd%2Doffset%2D8%7Bmargin%2Dleft%3A66%2E66666667%25%7D%2Ecol%2Dmd%2Doffset%2D7%7Bmargin%2Dleft%3A58%2E33333333%25%7D%2Ecol%2Dmd%2Doffset%2D6%7Bmargin%2Dleft%3A50%25%7D%2Ecol%2Dmd%2Doffset%2D5%7Bmargin%2Dleft%3A41%2E66666667%25%7D%2Ecol%2Dmd%2Doffset%2D4%7Bmargin%2Dleft%3A33%2E33333333%25%7D%2Ecol%2Dmd%2Doffset%2D3%7Bmargin%2Dleft%3A25%25%7D%2Ecol%2Dmd%2Doffset%2D2%7Bmargin%2Dleft%3A16%2E66666667%25%7D%2Ecol%2Dmd%2Doffset%2D1%7Bmargin%2Dleft%3A8%2E33333333%25%7D%2Ecol%2Dmd%2Doffset%2D0%7Bmargin%2Dleft%3A0%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Ecol%2Dlg%2D1%2C%2Ecol%2Dlg%2D10%2C%2Ecol%2Dlg%2D11%2C%2Ecol%2Dlg%2D12%2C%2Ecol%2Dlg%2D2%2C%2Ecol%2Dlg%2D3%2C%2Ecol%2Dlg%2D4%2C%2Ecol%2Dlg%2D5%2C%2Ecol%2Dlg%2D6%2C%2Ecol%2Dlg%2D7%2C%2Ecol%2Dlg%2D8%2C%2Ecol%2Dlg%2D9%7Bfloat%3Aleft%7D%2Ecol%2Dlg%2D12%7Bwidth%3A100%25%7D%2Ecol%2Dlg%2D11%7Bwidth%3A91%2E66666667%25%7D%2Ecol%2Dlg%2D10%7Bwidth%3A83%2E33333333%25%7D%2Ecol%2Dlg%2D9%7Bwidth%3A75%25%7D%2Ecol%2Dlg%2D8%7Bwidth%3A66%2E66666667%25%7D%2Ecol%2Dlg%2D7%7Bwidth%3A58%2E33333333%25%7D%2Ecol%2Dlg%2D6%7Bwidth%3A50%25%7D%2Ecol%2Dlg%2D5%7Bwidth%3A41%2E66666667%25%7D%2Ecol%2Dlg%2D4%7Bwidth%3A33%2E33333333%25%7D%2Ecol%2Dlg%2D3%7Bwidth%3A25%25%7D%2Ecol%2Dlg%2D2%7Bwidth%3A16%2E66666667%25%7D%2Ecol%2Dlg%2D1%7Bwidth%3A8%2E33333333%25%7D%2Ecol%2Dlg%2Dpull%2D12%7Bright%3A100%25%7D%2Ecol%2Dlg%2Dpull%2D11%7Bright%3A91%2E66666667%25%7D%2Ecol%2Dlg%2Dpull%2D10%7Bright%3A83%2E33333333%25%7D%2Ecol%2Dlg%2Dpull%2D9%7Bright%3A75%25%7D%2Ecol%2Dlg%2Dpull%2D8%7Bright%3A66%2E66666667%25%7D%2Ecol%2Dlg%2Dpull%2D7%7Bright%3A58%2E33333333%25%7D%2Ecol%2Dlg%2Dpull%2D6%7Bright%3A50%25%7D%2Ecol%2Dlg%2Dpull%2D5%7Bright%3A41%2E66666667%25%7D%2Ecol%2Dlg%2Dpull%2D4%7Bright%3A33%2E33333333%25%7D%2Ecol%2Dlg%2Dpull%2D3%7Bright%3A25%25%7D%2Ecol%2Dlg%2Dpull%2D2%7Bright%3A16%2E66666667%25%7D%2Ecol%2Dlg%2Dpull%2D1%7Bright%3A8%2E33333333%25%7D%2Ecol%2Dlg%2Dpull%2D0%7Bright%3Aauto%7D%2Ecol%2Dlg%2Dpush%2D12%7Bleft%3A100%25%7D%2Ecol%2Dlg%2Dpush%2D11%7Bleft%3A91%2E66666667%25%7D%2Ecol%2Dlg%2Dpush%2D10%7Bleft%3A83%2E33333333%25%7D%2Ecol%2Dlg%2Dpush%2D9%7Bleft%3A75%25%7D%2Ecol%2Dlg%2Dpush%2D8%7Bleft%3A66%2E66666667%25%7D%2Ecol%2Dlg%2Dpush%2D7%7Bleft%3A58%2E33333333%25%7D%2Ecol%2Dlg%2Dpush%2D6%7Bleft%3A50%25%7D%2Ecol%2Dlg%2Dpush%2D5%7Bleft%3A41%2E66666667%25%7D%2Ecol%2Dlg%2Dpush%2D4%7Bleft%3A33%2E33333333%25%7D%2Ecol%2Dlg%2Dpush%2D3%7Bleft%3A25%25%7D%2Ecol%2Dlg%2Dpush%2D2%7Bleft%3A16%2E66666667%25%7D%2Ecol%2Dlg%2Dpush%2D1%7Bleft%3A8%2E33333333%25%7D%2Ecol%2Dlg%2Dpush%2D0%7Bleft%3Aauto%7D%2Ecol%2Dlg%2Doffset%2D12%7Bmargin%2Dleft%3A100%25%7D%2Ecol%2Dlg%2Doffset%2D11%7Bmargin%2Dleft%3A91%2E66666667%25%7D%2Ecol%2Dlg%2Doffset%2D10%7Bmargin%2Dleft%3A83%2E33333333%25%7D%2Ecol%2Dlg%2Doffset%2D9%7Bmargin%2Dleft%3A75%25%7D%2Ecol%2Dlg%2Doffset%2D8%7Bmargin%2Dleft%3A66%2E66666667%25%7D%2Ecol%2Dlg%2Doffset%2D7%7Bmargin%2Dleft%3A58%2E33333333%25%7D%2Ecol%2Dlg%2Doffset%2D6%7Bmargin%2Dleft%3A50%25%7D%2Ecol%2Dlg%2Doffset%2D5%7Bmargin%2Dleft%3A41%2E66666667%25%7D%2Ecol%2Dlg%2Doffset%2D4%7Bmargin%2Dleft%3A33%2E33333333%25%7D%2Ecol%2Dlg%2Doffset%2D3%7Bmargin%2Dleft%3A25%25%7D%2Ecol%2Dlg%2Doffset%2D2%7Bmargin%2Dleft%3A16%2E66666667%25%7D%2Ecol%2Dlg%2Doffset%2D1%7Bmargin%2Dleft%3A8%2E33333333%25%7D%2Ecol%2Dlg%2Doffset%2D0%7Bmargin%2Dleft%3A0%7D%7Dtable%7Bbackground%2Dcolor%3Atransparent%7Dcaption%7Bpadding%2Dtop%3A8px%3Bpadding%2Dbottom%3A8px%3Bcolor%3A%23777%3Btext%2Dalign%3Aleft%7Dth%7B%7D%2Etable%7Bwidth%3A100%25%3Bmax%2Dwidth%3A100%25%3Bmargin%2Dbottom%3A20px%7D%2Etable%3Etbody%3Etr%3Etd%2C%2Etable%3Etbody%3Etr%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2C%2Etable%3Etfoot%3Etr%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2C%2Etable%3Ethead%3Etr%3Eth%7Bpadding%3A8px%3Bline%2Dheight%3A1%2E42857143%3Bvertical%2Dalign%3Atop%3Bborder%2Dtop%3A1px%20solid%20%23ddd%7D%2Etable%3Ethead%3Etr%3Eth%7Bvertical%2Dalign%3Abottom%3Bborder%2Dbottom%3A2px%20solid%20%23ddd%7D%2Etable%3Ecaption%2Bthead%3Etr%3Afirst%2Dchild%3Etd%2C%2Etable%3Ecaption%2Bthead%3Etr%3Afirst%2Dchild%3Eth%2C%2Etable%3Ecolgroup%2Bthead%3Etr%3Afirst%2Dchild%3Etd%2C%2Etable%3Ecolgroup%2Bthead%3Etr%3Afirst%2Dchild%3Eth%2C%2Etable%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%3Etd%2C%2Etable%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%3Eth%7Bborder%2Dtop%3A0%7D%2Etable%3Etbody%2Btbody%7Bborder%2Dtop%3A2px%20solid%20%23ddd%7D%2Etable%20%2Etable%7Bbackground%2Dcolor%3A%23fff%7D%2Etable%2Dcondensed%3Etbody%3Etr%3Etd%2C%2Etable%2Dcondensed%3Etbody%3Etr%3Eth%2C%2Etable%2Dcondensed%3Etfoot%3Etr%3Etd%2C%2Etable%2Dcondensed%3Etfoot%3Etr%3Eth%2C%2Etable%2Dcondensed%3Ethead%3Etr%3Etd%2C%2Etable%2Dcondensed%3Ethead%3Etr%3Eth%7Bpadding%3A5px%7D%2Etable%2Dbordered%7Bborder%3A1px%20solid%20%23ddd%7D%2Etable%2Dbordered%3Etbody%3Etr%3Etd%2C%2Etable%2Dbordered%3Etbody%3Etr%3Eth%2C%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%2C%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%2C%2Etable%2Dbordered%3Ethead%3Etr%3Etd%2C%2Etable%2Dbordered%3Ethead%3Etr%3Eth%7Bborder%3A1px%20solid%20%23ddd%7D%2Etable%2Dbordered%3Ethead%3Etr%3Etd%2C%2Etable%2Dbordered%3Ethead%3Etr%3Eth%7Bborder%2Dbottom%2Dwidth%3A2px%7D%2Etable%2Dstriped%3Etbody%3Etr%3Anth%2Dof%2Dtype%28odd%29%7Bbackground%2Dcolor%3A%23f9f9f9%7D%2Etable%2Dhover%3Etbody%3Etr%3Ahover%7Bbackground%2Dcolor%3A%23f5f5f5%7Dtable%20col%5Bclass%2A%3Dcol%2D%5D%7Bposition%3Astatic%3Bdisplay%3Atable%2Dcolumn%3Bfloat%3Anone%7Dtable%20td%5Bclass%2A%3Dcol%2D%5D%2Ctable%20th%5Bclass%2A%3Dcol%2D%5D%7Bposition%3Astatic%3Bdisplay%3Atable%2Dcell%3Bfloat%3Anone%7D%2Etable%3Etbody%3Etr%2Eactive%3Etd%2C%2Etable%3Etbody%3Etr%2Eactive%3Eth%2C%2Etable%3Etbody%3Etr%3Etd%2Eactive%2C%2Etable%3Etbody%3Etr%3Eth%2Eactive%2C%2Etable%3Etfoot%3Etr%2Eactive%3Etd%2C%2Etable%3Etfoot%3Etr%2Eactive%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2Eactive%2C%2Etable%3Etfoot%3Etr%3Eth%2Eactive%2C%2Etable%3Ethead%3Etr%2Eactive%3Etd%2C%2Etable%3Ethead%3Etr%2Eactive%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2Eactive%2C%2Etable%3Ethead%3Etr%3Eth%2Eactive%7Bbackground%2Dcolor%3A%23f5f5f5%7D%2Etable%2Dhover%3Etbody%3Etr%2Eactive%3Ahover%3Etd%2C%2Etable%2Dhover%3Etbody%3Etr%2Eactive%3Ahover%3Eth%2C%2Etable%2Dhover%3Etbody%3Etr%3Ahover%3E%2Eactive%2C%2Etable%2Dhover%3Etbody%3Etr%3Etd%2Eactive%3Ahover%2C%2Etable%2Dhover%3Etbody%3Etr%3Eth%2Eactive%3Ahover%7Bbackground%2Dcolor%3A%23e8e8e8%7D%2Etable%3Etbody%3Etr%2Esuccess%3Etd%2C%2Etable%3Etbody%3Etr%2Esuccess%3Eth%2C%2Etable%3Etbody%3Etr%3Etd%2Esuccess%2C%2Etable%3Etbody%3Etr%3Eth%2Esuccess%2C%2Etable%3Etfoot%3Etr%2Esuccess%3Etd%2C%2Etable%3Etfoot%3Etr%2Esuccess%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2Esuccess%2C%2Etable%3Etfoot%3Etr%3Eth%2Esuccess%2C%2Etable%3Ethead%3Etr%2Esuccess%3Etd%2C%2Etable%3Ethead%3Etr%2Esuccess%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2Esuccess%2C%2Etable%3Ethead%3Etr%3Eth%2Esuccess%7Bbackground%2Dcolor%3A%23dff0d8%7D%2Etable%2Dhover%3Etbody%3Etr%2Esuccess%3Ahover%3Etd%2C%2Etable%2Dhover%3Etbody%3Etr%2Esuccess%3Ahover%3Eth%2C%2Etable%2Dhover%3Etbody%3Etr%3Ahover%3E%2Esuccess%2C%2Etable%2Dhover%3Etbody%3Etr%3Etd%2Esuccess%3Ahover%2C%2Etable%2Dhover%3Etbody%3Etr%3Eth%2Esuccess%3Ahover%7Bbackground%2Dcolor%3A%23d0e9c6%7D%2Etable%3Etbody%3Etr%2Einfo%3Etd%2C%2Etable%3Etbody%3Etr%2Einfo%3Eth%2C%2Etable%3Etbody%3Etr%3Etd%2Einfo%2C%2Etable%3Etbody%3Etr%3Eth%2Einfo%2C%2Etable%3Etfoot%3Etr%2Einfo%3Etd%2C%2Etable%3Etfoot%3Etr%2Einfo%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2Einfo%2C%2Etable%3Etfoot%3Etr%3Eth%2Einfo%2C%2Etable%3Ethead%3Etr%2Einfo%3Etd%2C%2Etable%3Ethead%3Etr%2Einfo%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2Einfo%2C%2Etable%3Ethead%3Etr%3Eth%2Einfo%7Bbackground%2Dcolor%3A%23d9edf7%7D%2Etable%2Dhover%3Etbody%3Etr%2Einfo%3Ahover%3Etd%2C%2Etable%2Dhover%3Etbody%3Etr%2Einfo%3Ahover%3Eth%2C%2Etable%2Dhover%3Etbody%3Etr%3Ahover%3E%2Einfo%2C%2Etable%2Dhover%3Etbody%3Etr%3Etd%2Einfo%3Ahover%2C%2Etable%2Dhover%3Etbody%3Etr%3Eth%2Einfo%3Ahover%7Bbackground%2Dcolor%3A%23c4e3f3%7D%2Etable%3Etbody%3Etr%2Ewarning%3Etd%2C%2Etable%3Etbody%3Etr%2Ewarning%3Eth%2C%2Etable%3Etbody%3Etr%3Etd%2Ewarning%2C%2Etable%3Etbody%3Etr%3Eth%2Ewarning%2C%2Etable%3Etfoot%3Etr%2Ewarning%3Etd%2C%2Etable%3Etfoot%3Etr%2Ewarning%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2Ewarning%2C%2Etable%3Etfoot%3Etr%3Eth%2Ewarning%2C%2Etable%3Ethead%3Etr%2Ewarning%3Etd%2C%2Etable%3Ethead%3Etr%2Ewarning%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2Ewarning%2C%2Etable%3Ethead%3Etr%3Eth%2Ewarning%7Bbackground%2Dcolor%3A%23fcf8e3%7D%2Etable%2Dhover%3Etbody%3Etr%2Ewarning%3Ahover%3Etd%2C%2Etable%2Dhover%3Etbody%3Etr%2Ewarning%3Ahover%3Eth%2C%2Etable%2Dhover%3Etbody%3Etr%3Ahover%3E%2Ewarning%2C%2Etable%2Dhover%3Etbody%3Etr%3Etd%2Ewarning%3Ahover%2C%2Etable%2Dhover%3Etbody%3Etr%3Eth%2Ewarning%3Ahover%7Bbackground%2Dcolor%3A%23faf2cc%7D%2Etable%3Etbody%3Etr%2Edanger%3Etd%2C%2Etable%3Etbody%3Etr%2Edanger%3Eth%2C%2Etable%3Etbody%3Etr%3Etd%2Edanger%2C%2Etable%3Etbody%3Etr%3Eth%2Edanger%2C%2Etable%3Etfoot%3Etr%2Edanger%3Etd%2C%2Etable%3Etfoot%3Etr%2Edanger%3Eth%2C%2Etable%3Etfoot%3Etr%3Etd%2Edanger%2C%2Etable%3Etfoot%3Etr%3Eth%2Edanger%2C%2Etable%3Ethead%3Etr%2Edanger%3Etd%2C%2Etable%3Ethead%3Etr%2Edanger%3Eth%2C%2Etable%3Ethead%3Etr%3Etd%2Edanger%2C%2Etable%3Ethead%3Etr%3Eth%2Edanger%7Bbackground%2Dcolor%3A%23f2dede%7D%2Etable%2Dhover%3Etbody%3Etr%2Edanger%3Ahover%3Etd%2C%2Etable%2Dhover%3Etbody%3Etr%2Edanger%3Ahover%3Eth%2C%2Etable%2Dhover%3Etbody%3Etr%3Ahover%3E%2Edanger%2C%2Etable%2Dhover%3Etbody%3Etr%3Etd%2Edanger%3Ahover%2C%2Etable%2Dhover%3Etbody%3Etr%3Eth%2Edanger%3Ahover%7Bbackground%2Dcolor%3A%23ebcccc%7D%2Etable%2Dresponsive%7Bmin%2Dheight%3A%2E01%25%3Boverflow%2Dx%3Aauto%7D%40media%20screen%20and%20%28max%2Dwidth%3A767px%29%7B%2Etable%2Dresponsive%7Bwidth%3A100%25%3Bmargin%2Dbottom%3A15px%3Boverflow%2Dy%3Ahidden%3B%2Dms%2Doverflow%2Dstyle%3A%2Dms%2Dautohiding%2Dscrollbar%3Bborder%3A1px%20solid%20%23ddd%7D%2Etable%2Dresponsive%3E%2Etable%7Bmargin%2Dbottom%3A0%7D%2Etable%2Dresponsive%3E%2Etable%3Etbody%3Etr%3Etd%2C%2Etable%2Dresponsive%3E%2Etable%3Etbody%3Etr%3Eth%2C%2Etable%2Dresponsive%3E%2Etable%3Etfoot%3Etr%3Etd%2C%2Etable%2Dresponsive%3E%2Etable%3Etfoot%3Etr%3Eth%2C%2Etable%2Dresponsive%3E%2Etable%3Ethead%3Etr%3Etd%2C%2Etable%2Dresponsive%3E%2Etable%3Ethead%3Etr%3Eth%7Bwhite%2Dspace%3Anowrap%7D%2Etable%2Dresponsive%3E%2Etable%2Dbordered%7Bborder%3A0%7D%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Afirst%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Afirst%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Afirst%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Afirst%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Afirst%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Afirst%2Dchild%7Bborder%2Dleft%3A0%7D%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Alast%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Alast%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Alast%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Alast%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Alast%2Dchild%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Alast%2Dchild%7Bborder%2Dright%3A0%7D%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Etd%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Eth%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Etd%2C%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Eth%7Bborder%2Dbottom%3A0%7D%7Dfieldset%7Bmin%2Dwidth%3A0%3Bpadding%3A0%3Bmargin%3A0%3Bborder%3A0%7Dlegend%7Bdisplay%3Ablock%3Bwidth%3A100%25%3Bpadding%3A0%3Bmargin%2Dbottom%3A20px%3Bfont%2Dsize%3A21px%3Bline%2Dheight%3Ainherit%3Bcolor%3A%23333%3Bborder%3A0%3Bborder%2Dbottom%3A1px%20solid%20%23e5e5e5%7Dlabel%7Bdisplay%3Ainline%2Dblock%3Bmax%2Dwidth%3A100%25%3Bmargin%2Dbottom%3A5px%3Bfont%2Dweight%3A700%7Dinput%5Btype%3Dsearch%5D%7B%2Dwebkit%2Dbox%2Dsizing%3Aborder%2Dbox%3B%2Dmoz%2Dbox%2Dsizing%3Aborder%2Dbox%3Bbox%2Dsizing%3Aborder%2Dbox%7Dinput%5Btype%3Dcheckbox%5D%2Cinput%5Btype%3Dradio%5D%7Bmargin%3A4px%200%200%3Bmargin%2Dtop%3A1px%5C9%3Bline%2Dheight%3Anormal%7Dinput%5Btype%3Dfile%5D%7Bdisplay%3Ablock%7Dinput%5Btype%3Drange%5D%7Bdisplay%3Ablock%3Bwidth%3A100%25%7Dselect%5Bmultiple%5D%2Cselect%5Bsize%5D%7Bheight%3Aauto%7Dinput%5Btype%3Dfile%5D%3Afocus%2Cinput%5Btype%3Dcheckbox%5D%3Afocus%2Cinput%5Btype%3Dradio%5D%3Afocus%7Boutline%3Athin%20dotted%3Boutline%3A5px%20auto%20%2Dwebkit%2Dfocus%2Dring%2Dcolor%3Boutline%2Doffset%3A%2D2px%7Doutput%7Bdisplay%3Ablock%3Bpadding%2Dtop%3A7px%3Bfont%2Dsize%3A14px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23555%7D%2Eform%2Dcontrol%7Bdisplay%3Ablock%3Bwidth%3A100%25%3Bheight%3A34px%3Bpadding%3A6px%2012px%3Bfont%2Dsize%3A14px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23555%3Bbackground%2Dcolor%3A%23fff%3Bbackground%2Dimage%3Anone%3Bborder%3A1px%20solid%20%23ccc%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%3B%2Dwebkit%2Dtransition%3Aborder%2Dcolor%20ease%2Din%2Dout%20%2E15s%2C%2Dwebkit%2Dbox%2Dshadow%20ease%2Din%2Dout%20%2E15s%3B%2Do%2Dtransition%3Aborder%2Dcolor%20ease%2Din%2Dout%20%2E15s%2Cbox%2Dshadow%20ease%2Din%2Dout%20%2E15s%3Btransition%3Aborder%2Dcolor%20ease%2Din%2Dout%20%2E15s%2Cbox%2Dshadow%20ease%2Din%2Dout%20%2E15s%7D%2Eform%2Dcontrol%3Afocus%7Bborder%2Dcolor%3A%2366afe9%3Boutline%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%208px%20rgba%28102%2C175%2C233%2C%2E6%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%208px%20rgba%28102%2C175%2C233%2C%2E6%29%7D%2Eform%2Dcontrol%3A%3A%2Dmoz%2Dplaceholder%7Bcolor%3A%23999%3Bopacity%3A1%7D%2Eform%2Dcontrol%3A%2Dms%2Dinput%2Dplaceholder%7Bcolor%3A%23999%7D%2Eform%2Dcontrol%3A%3A%2Dwebkit%2Dinput%2Dplaceholder%7Bcolor%3A%23999%7D%2Eform%2Dcontrol%5Bdisabled%5D%2C%2Eform%2Dcontrol%5Breadonly%5D%2Cfieldset%5Bdisabled%5D%20%2Eform%2Dcontrol%7Bbackground%2Dcolor%3A%23eee%3Bopacity%3A1%7D%2Eform%2Dcontrol%5Bdisabled%5D%2Cfieldset%5Bdisabled%5D%20%2Eform%2Dcontrol%7Bcursor%3Anot%2Dallowed%7Dtextarea%2Eform%2Dcontrol%7Bheight%3Aauto%7Dinput%5Btype%3Dsearch%5D%7B%2Dwebkit%2Dappearance%3Anone%7D%40media%20screen%20and%20%28%2Dwebkit%2Dmin%2Ddevice%2Dpixel%2Dratio%3A0%29%7Binput%5Btype%3Ddate%5D%2Eform%2Dcontrol%2Cinput%5Btype%3Dtime%5D%2Eform%2Dcontrol%2Cinput%5Btype%3Ddatetime%2Dlocal%5D%2Eform%2Dcontrol%2Cinput%5Btype%3Dmonth%5D%2Eform%2Dcontrol%7Bline%2Dheight%3A34px%7D%2Einput%2Dgroup%2Dsm%20input%5Btype%3Ddate%5D%2C%2Einput%2Dgroup%2Dsm%20input%5Btype%3Dtime%5D%2C%2Einput%2Dgroup%2Dsm%20input%5Btype%3Ddatetime%2Dlocal%5D%2C%2Einput%2Dgroup%2Dsm%20input%5Btype%3Dmonth%5D%2Cinput%5Btype%3Ddate%5D%2Einput%2Dsm%2Cinput%5Btype%3Dtime%5D%2Einput%2Dsm%2Cinput%5Btype%3Ddatetime%2Dlocal%5D%2Einput%2Dsm%2Cinput%5Btype%3Dmonth%5D%2Einput%2Dsm%7Bline%2Dheight%3A30px%7D%2Einput%2Dgroup%2Dlg%20input%5Btype%3Ddate%5D%2C%2Einput%2Dgroup%2Dlg%20input%5Btype%3Dtime%5D%2C%2Einput%2Dgroup%2Dlg%20input%5Btype%3Ddatetime%2Dlocal%5D%2C%2Einput%2Dgroup%2Dlg%20input%5Btype%3Dmonth%5D%2Cinput%5Btype%3Ddate%5D%2Einput%2Dlg%2Cinput%5Btype%3Dtime%5D%2Einput%2Dlg%2Cinput%5Btype%3Ddatetime%2Dlocal%5D%2Einput%2Dlg%2Cinput%5Btype%3Dmonth%5D%2Einput%2Dlg%7Bline%2Dheight%3A46px%7D%7D%2Eform%2Dgroup%7Bmargin%2Dbottom%3A15px%7D%2Echeckbox%2C%2Eradio%7Bposition%3Arelative%3Bdisplay%3Ablock%3Bmargin%2Dtop%3A10px%3Bmargin%2Dbottom%3A10px%7D%2Echeckbox%20label%2C%2Eradio%20label%7Bmin%2Dheight%3A20px%3Bpadding%2Dleft%3A20px%3Bmargin%2Dbottom%3A0%3Bfont%2Dweight%3A400%3Bcursor%3Apointer%7D%2Echeckbox%20input%5Btype%3Dcheckbox%5D%2C%2Echeckbox%2Dinline%20input%5Btype%3Dcheckbox%5D%2C%2Eradio%20input%5Btype%3Dradio%5D%2C%2Eradio%2Dinline%20input%5Btype%3Dradio%5D%7Bposition%3Aabsolute%3Bmargin%2Dtop%3A4px%5C9%3Bmargin%2Dleft%3A%2D20px%7D%2Echeckbox%2B%2Echeckbox%2C%2Eradio%2B%2Eradio%7Bmargin%2Dtop%3A%2D5px%7D%2Echeckbox%2Dinline%2C%2Eradio%2Dinline%7Bposition%3Arelative%3Bdisplay%3Ainline%2Dblock%3Bpadding%2Dleft%3A20px%3Bmargin%2Dbottom%3A0%3Bfont%2Dweight%3A400%3Bvertical%2Dalign%3Amiddle%3Bcursor%3Apointer%7D%2Echeckbox%2Dinline%2B%2Echeckbox%2Dinline%2C%2Eradio%2Dinline%2B%2Eradio%2Dinline%7Bmargin%2Dtop%3A0%3Bmargin%2Dleft%3A10px%7Dfieldset%5Bdisabled%5D%20input%5Btype%3Dcheckbox%5D%2Cfieldset%5Bdisabled%5D%20input%5Btype%3Dradio%5D%2Cinput%5Btype%3Dcheckbox%5D%2Edisabled%2Cinput%5Btype%3Dcheckbox%5D%5Bdisabled%5D%2Cinput%5Btype%3Dradio%5D%2Edisabled%2Cinput%5Btype%3Dradio%5D%5Bdisabled%5D%7Bcursor%3Anot%2Dallowed%7D%2Echeckbox%2Dinline%2Edisabled%2C%2Eradio%2Dinline%2Edisabled%2Cfieldset%5Bdisabled%5D%20%2Echeckbox%2Dinline%2Cfieldset%5Bdisabled%5D%20%2Eradio%2Dinline%7Bcursor%3Anot%2Dallowed%7D%2Echeckbox%2Edisabled%20label%2C%2Eradio%2Edisabled%20label%2Cfieldset%5Bdisabled%5D%20%2Echeckbox%20label%2Cfieldset%5Bdisabled%5D%20%2Eradio%20label%7Bcursor%3Anot%2Dallowed%7D%2Eform%2Dcontrol%2Dstatic%7Bmin%2Dheight%3A34px%3Bpadding%2Dtop%3A7px%3Bpadding%2Dbottom%3A7px%3Bmargin%2Dbottom%3A0%7D%2Eform%2Dcontrol%2Dstatic%2Einput%2Dlg%2C%2Eform%2Dcontrol%2Dstatic%2Einput%2Dsm%7Bpadding%2Dright%3A0%3Bpadding%2Dleft%3A0%7D%2Einput%2Dsm%7Bheight%3A30px%3Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%3Bborder%2Dradius%3A3px%7Dselect%2Einput%2Dsm%7Bheight%3A30px%3Bline%2Dheight%3A30px%7Dselect%5Bmultiple%5D%2Einput%2Dsm%2Ctextarea%2Einput%2Dsm%7Bheight%3Aauto%7D%2Eform%2Dgroup%2Dsm%20%2Eform%2Dcontrol%7Bheight%3A30px%3Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%3Bborder%2Dradius%3A3px%7D%2Eform%2Dgroup%2Dsm%20select%2Eform%2Dcontrol%7Bheight%3A30px%3Bline%2Dheight%3A30px%7D%2Eform%2Dgroup%2Dsm%20select%5Bmultiple%5D%2Eform%2Dcontrol%2C%2Eform%2Dgroup%2Dsm%20textarea%2Eform%2Dcontrol%7Bheight%3Aauto%7D%2Eform%2Dgroup%2Dsm%20%2Eform%2Dcontrol%2Dstatic%7Bheight%3A30px%3Bmin%2Dheight%3A32px%3Bpadding%3A6px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%7D%2Einput%2Dlg%7Bheight%3A46px%3Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%3Bborder%2Dradius%3A6px%7Dselect%2Einput%2Dlg%7Bheight%3A46px%3Bline%2Dheight%3A46px%7Dselect%5Bmultiple%5D%2Einput%2Dlg%2Ctextarea%2Einput%2Dlg%7Bheight%3Aauto%7D%2Eform%2Dgroup%2Dlg%20%2Eform%2Dcontrol%7Bheight%3A46px%3Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%3Bborder%2Dradius%3A6px%7D%2Eform%2Dgroup%2Dlg%20select%2Eform%2Dcontrol%7Bheight%3A46px%3Bline%2Dheight%3A46px%7D%2Eform%2Dgroup%2Dlg%20select%5Bmultiple%5D%2Eform%2Dcontrol%2C%2Eform%2Dgroup%2Dlg%20textarea%2Eform%2Dcontrol%7Bheight%3Aauto%7D%2Eform%2Dgroup%2Dlg%20%2Eform%2Dcontrol%2Dstatic%7Bheight%3A46px%3Bmin%2Dheight%3A38px%3Bpadding%3A11px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%7D%2Ehas%2Dfeedback%7Bposition%3Arelative%7D%2Ehas%2Dfeedback%20%2Eform%2Dcontrol%7Bpadding%2Dright%3A42%2E5px%7D%2Eform%2Dcontrol%2Dfeedback%7Bposition%3Aabsolute%3Btop%3A0%3Bright%3A0%3Bz%2Dindex%3A2%3Bdisplay%3Ablock%3Bwidth%3A34px%3Bheight%3A34px%3Bline%2Dheight%3A34px%3Btext%2Dalign%3Acenter%3Bpointer%2Devents%3Anone%7D%2Eform%2Dgroup%2Dlg%20%2Eform%2Dcontrol%2B%2Eform%2Dcontrol%2Dfeedback%2C%2Einput%2Dgroup%2Dlg%2B%2Eform%2Dcontrol%2Dfeedback%2C%2Einput%2Dlg%2B%2Eform%2Dcontrol%2Dfeedback%7Bwidth%3A46px%3Bheight%3A46px%3Bline%2Dheight%3A46px%7D%2Eform%2Dgroup%2Dsm%20%2Eform%2Dcontrol%2B%2Eform%2Dcontrol%2Dfeedback%2C%2Einput%2Dgroup%2Dsm%2B%2Eform%2Dcontrol%2Dfeedback%2C%2Einput%2Dsm%2B%2Eform%2Dcontrol%2Dfeedback%7Bwidth%3A30px%3Bheight%3A30px%3Bline%2Dheight%3A30px%7D%2Ehas%2Dsuccess%20%2Echeckbox%2C%2Ehas%2Dsuccess%20%2Echeckbox%2Dinline%2C%2Ehas%2Dsuccess%20%2Econtrol%2Dlabel%2C%2Ehas%2Dsuccess%20%2Ehelp%2Dblock%2C%2Ehas%2Dsuccess%20%2Eradio%2C%2Ehas%2Dsuccess%20%2Eradio%2Dinline%2C%2Ehas%2Dsuccess%2Echeckbox%20label%2C%2Ehas%2Dsuccess%2Echeckbox%2Dinline%20label%2C%2Ehas%2Dsuccess%2Eradio%20label%2C%2Ehas%2Dsuccess%2Eradio%2Dinline%20label%7Bcolor%3A%233c763d%7D%2Ehas%2Dsuccess%20%2Eform%2Dcontrol%7Bborder%2Dcolor%3A%233c763d%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%7D%2Ehas%2Dsuccess%20%2Eform%2Dcontrol%3Afocus%7Bborder%2Dcolor%3A%232b542c%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%2367b168%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%2367b168%7D%2Ehas%2Dsuccess%20%2Einput%2Dgroup%2Daddon%7Bcolor%3A%233c763d%3Bbackground%2Dcolor%3A%23dff0d8%3Bborder%2Dcolor%3A%233c763d%7D%2Ehas%2Dsuccess%20%2Eform%2Dcontrol%2Dfeedback%7Bcolor%3A%233c763d%7D%2Ehas%2Dwarning%20%2Echeckbox%2C%2Ehas%2Dwarning%20%2Echeckbox%2Dinline%2C%2Ehas%2Dwarning%20%2Econtrol%2Dlabel%2C%2Ehas%2Dwarning%20%2Ehelp%2Dblock%2C%2Ehas%2Dwarning%20%2Eradio%2C%2Ehas%2Dwarning%20%2Eradio%2Dinline%2C%2Ehas%2Dwarning%2Echeckbox%20label%2C%2Ehas%2Dwarning%2Echeckbox%2Dinline%20label%2C%2Ehas%2Dwarning%2Eradio%20label%2C%2Ehas%2Dwarning%2Eradio%2Dinline%20label%7Bcolor%3A%238a6d3b%7D%2Ehas%2Dwarning%20%2Eform%2Dcontrol%7Bborder%2Dcolor%3A%238a6d3b%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%7D%2Ehas%2Dwarning%20%2Eform%2Dcontrol%3Afocus%7Bborder%2Dcolor%3A%2366512c%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%23c0a16b%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%23c0a16b%7D%2Ehas%2Dwarning%20%2Einput%2Dgroup%2Daddon%7Bcolor%3A%238a6d3b%3Bbackground%2Dcolor%3A%23fcf8e3%3Bborder%2Dcolor%3A%238a6d3b%7D%2Ehas%2Dwarning%20%2Eform%2Dcontrol%2Dfeedback%7Bcolor%3A%238a6d3b%7D%2Ehas%2Derror%20%2Echeckbox%2C%2Ehas%2Derror%20%2Echeckbox%2Dinline%2C%2Ehas%2Derror%20%2Econtrol%2Dlabel%2C%2Ehas%2Derror%20%2Ehelp%2Dblock%2C%2Ehas%2Derror%20%2Eradio%2C%2Ehas%2Derror%20%2Eradio%2Dinline%2C%2Ehas%2Derror%2Echeckbox%20label%2C%2Ehas%2Derror%2Echeckbox%2Dinline%20label%2C%2Ehas%2Derror%2Eradio%20label%2C%2Ehas%2Derror%2Eradio%2Dinline%20label%7Bcolor%3A%23a94442%7D%2Ehas%2Derror%20%2Eform%2Dcontrol%7Bborder%2Dcolor%3A%23a94442%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%7D%2Ehas%2Derror%20%2Eform%2Dcontrol%3Afocus%7Bborder%2Dcolor%3A%23843534%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%23ce8483%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E075%29%2C0%200%206px%20%23ce8483%7D%2Ehas%2Derror%20%2Einput%2Dgroup%2Daddon%7Bcolor%3A%23a94442%3Bbackground%2Dcolor%3A%23f2dede%3Bborder%2Dcolor%3A%23a94442%7D%2Ehas%2Derror%20%2Eform%2Dcontrol%2Dfeedback%7Bcolor%3A%23a94442%7D%2Ehas%2Dfeedback%20label%7E%2Eform%2Dcontrol%2Dfeedback%7Btop%3A25px%7D%2Ehas%2Dfeedback%20label%2Esr%2Donly%7E%2Eform%2Dcontrol%2Dfeedback%7Btop%3A0%7D%2Ehelp%2Dblock%7Bdisplay%3Ablock%3Bmargin%2Dtop%3A5px%3Bmargin%2Dbottom%3A10px%3Bcolor%3A%23737373%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Eform%2Dinline%20%2Eform%2Dgroup%7Bdisplay%3Ainline%2Dblock%3Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Eform%2Dinline%20%2Eform%2Dcontrol%7Bdisplay%3Ainline%2Dblock%3Bwidth%3Aauto%3Bvertical%2Dalign%3Amiddle%7D%2Eform%2Dinline%20%2Eform%2Dcontrol%2Dstatic%7Bdisplay%3Ainline%2Dblock%7D%2Eform%2Dinline%20%2Einput%2Dgroup%7Bdisplay%3Ainline%2Dtable%3Bvertical%2Dalign%3Amiddle%7D%2Eform%2Dinline%20%2Einput%2Dgroup%20%2Eform%2Dcontrol%2C%2Eform%2Dinline%20%2Einput%2Dgroup%20%2Einput%2Dgroup%2Daddon%2C%2Eform%2Dinline%20%2Einput%2Dgroup%20%2Einput%2Dgroup%2Dbtn%7Bwidth%3Aauto%7D%2Eform%2Dinline%20%2Einput%2Dgroup%3E%2Eform%2Dcontrol%7Bwidth%3A100%25%7D%2Eform%2Dinline%20%2Econtrol%2Dlabel%7Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Eform%2Dinline%20%2Echeckbox%2C%2Eform%2Dinline%20%2Eradio%7Bdisplay%3Ainline%2Dblock%3Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Eform%2Dinline%20%2Echeckbox%20label%2C%2Eform%2Dinline%20%2Eradio%20label%7Bpadding%2Dleft%3A0%7D%2Eform%2Dinline%20%2Echeckbox%20input%5Btype%3Dcheckbox%5D%2C%2Eform%2Dinline%20%2Eradio%20input%5Btype%3Dradio%5D%7Bposition%3Arelative%3Bmargin%2Dleft%3A0%7D%2Eform%2Dinline%20%2Ehas%2Dfeedback%20%2Eform%2Dcontrol%2Dfeedback%7Btop%3A0%7D%7D%2Eform%2Dhorizontal%20%2Echeckbox%2C%2Eform%2Dhorizontal%20%2Echeckbox%2Dinline%2C%2Eform%2Dhorizontal%20%2Eradio%2C%2Eform%2Dhorizontal%20%2Eradio%2Dinline%7Bpadding%2Dtop%3A7px%3Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A0%7D%2Eform%2Dhorizontal%20%2Echeckbox%2C%2Eform%2Dhorizontal%20%2Eradio%7Bmin%2Dheight%3A27px%7D%2Eform%2Dhorizontal%20%2Eform%2Dgroup%7Bmargin%2Dright%3A%2D15px%3Bmargin%2Dleft%3A%2D15px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Eform%2Dhorizontal%20%2Econtrol%2Dlabel%7Bpadding%2Dtop%3A7px%3Bmargin%2Dbottom%3A0%3Btext%2Dalign%3Aright%7D%7D%2Eform%2Dhorizontal%20%2Ehas%2Dfeedback%20%2Eform%2Dcontrol%2Dfeedback%7Bright%3A15px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Eform%2Dhorizontal%20%2Eform%2Dgroup%2Dlg%20%2Econtrol%2Dlabel%7Bpadding%2Dtop%3A14%2E33px%3Bfont%2Dsize%3A18px%7D%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Eform%2Dhorizontal%20%2Eform%2Dgroup%2Dsm%20%2Econtrol%2Dlabel%7Bpadding%2Dtop%3A6px%3Bfont%2Dsize%3A12px%7D%7D%2Ebtn%7Bdisplay%3Ainline%2Dblock%3Bpadding%3A6px%2012px%3Bmargin%2Dbottom%3A0%3Bfont%2Dsize%3A14px%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%2E42857143%3Btext%2Dalign%3Acenter%3Bwhite%2Dspace%3Anowrap%3Bvertical%2Dalign%3Amiddle%3B%2Dms%2Dtouch%2Daction%3Amanipulation%3Btouch%2Daction%3Amanipulation%3Bcursor%3Apointer%3B%2Dwebkit%2Duser%2Dselect%3Anone%3B%2Dmoz%2Duser%2Dselect%3Anone%3B%2Dms%2Duser%2Dselect%3Anone%3Buser%2Dselect%3Anone%3Bbackground%2Dimage%3Anone%3Bborder%3A1px%20solid%20transparent%3Bborder%2Dradius%3A4px%7D%2Ebtn%2Eactive%2Efocus%2C%2Ebtn%2Eactive%3Afocus%2C%2Ebtn%2Efocus%2C%2Ebtn%3Aactive%2Efocus%2C%2Ebtn%3Aactive%3Afocus%2C%2Ebtn%3Afocus%7Boutline%3Athin%20dotted%3Boutline%3A5px%20auto%20%2Dwebkit%2Dfocus%2Dring%2Dcolor%3Boutline%2Doffset%3A%2D2px%7D%2Ebtn%2Efocus%2C%2Ebtn%3Afocus%2C%2Ebtn%3Ahover%7Bcolor%3A%23333%3Btext%2Ddecoration%3Anone%7D%2Ebtn%2Eactive%2C%2Ebtn%3Aactive%7Bbackground%2Dimage%3Anone%3Boutline%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%203px%205px%20rgba%280%2C0%2C0%2C%2E125%29%3Bbox%2Dshadow%3Ainset%200%203px%205px%20rgba%280%2C0%2C0%2C%2E125%29%7D%2Ebtn%2Edisabled%2C%2Ebtn%5Bdisabled%5D%2Cfieldset%5Bdisabled%5D%20%2Ebtn%7Bcursor%3Anot%2Dallowed%3Bfilter%3Aalpha%28opacity%3D65%29%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%3Bopacity%3A%2E65%7Da%2Ebtn%2Edisabled%2Cfieldset%5Bdisabled%5D%20a%2Ebtn%7Bpointer%2Devents%3Anone%7D%2Ebtn%2Ddefault%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23fff%3Bborder%2Dcolor%3A%23ccc%7D%2Ebtn%2Ddefault%2Efocus%2C%2Ebtn%2Ddefault%3Afocus%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23e6e6e6%3Bborder%2Dcolor%3A%238c8c8c%7D%2Ebtn%2Ddefault%3Ahover%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23e6e6e6%3Bborder%2Dcolor%3A%23adadad%7D%2Ebtn%2Ddefault%2Eactive%2C%2Ebtn%2Ddefault%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddefault%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23e6e6e6%3Bborder%2Dcolor%3A%23adadad%7D%2Ebtn%2Ddefault%2Eactive%2Efocus%2C%2Ebtn%2Ddefault%2Eactive%3Afocus%2C%2Ebtn%2Ddefault%2Eactive%3Ahover%2C%2Ebtn%2Ddefault%3Aactive%2Efocus%2C%2Ebtn%2Ddefault%3Aactive%3Afocus%2C%2Ebtn%2Ddefault%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddefault%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddefault%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddefault%3Ahover%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23d4d4d4%3Bborder%2Dcolor%3A%238c8c8c%7D%2Ebtn%2Ddefault%2Eactive%2C%2Ebtn%2Ddefault%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddefault%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Ddefault%2Edisabled%2C%2Ebtn%2Ddefault%2Edisabled%2Eactive%2C%2Ebtn%2Ddefault%2Edisabled%2Efocus%2C%2Ebtn%2Ddefault%2Edisabled%3Aactive%2C%2Ebtn%2Ddefault%2Edisabled%3Afocus%2C%2Ebtn%2Ddefault%2Edisabled%3Ahover%2C%2Ebtn%2Ddefault%5Bdisabled%5D%2C%2Ebtn%2Ddefault%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Ddefault%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Ddefault%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Ddefault%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Ddefault%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddefault%3Ahover%7Bbackground%2Dcolor%3A%23fff%3Bborder%2Dcolor%3A%23ccc%7D%2Ebtn%2Ddefault%20%2Ebadge%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23333%7D%2Ebtn%2Dprimary%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23337ab7%3Bborder%2Dcolor%3A%232e6da4%7D%2Ebtn%2Dprimary%2Efocus%2C%2Ebtn%2Dprimary%3Afocus%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23286090%3Bborder%2Dcolor%3A%23122b40%7D%2Ebtn%2Dprimary%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23286090%3Bborder%2Dcolor%3A%23204d74%7D%2Ebtn%2Dprimary%2Eactive%2C%2Ebtn%2Dprimary%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dprimary%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23286090%3Bborder%2Dcolor%3A%23204d74%7D%2Ebtn%2Dprimary%2Eactive%2Efocus%2C%2Ebtn%2Dprimary%2Eactive%3Afocus%2C%2Ebtn%2Dprimary%2Eactive%3Ahover%2C%2Ebtn%2Dprimary%3Aactive%2Efocus%2C%2Ebtn%2Dprimary%3Aactive%3Afocus%2C%2Ebtn%2Dprimary%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dprimary%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dprimary%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dprimary%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23204d74%3Bborder%2Dcolor%3A%23122b40%7D%2Ebtn%2Dprimary%2Eactive%2C%2Ebtn%2Dprimary%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dprimary%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Dprimary%2Edisabled%2C%2Ebtn%2Dprimary%2Edisabled%2Eactive%2C%2Ebtn%2Dprimary%2Edisabled%2Efocus%2C%2Ebtn%2Dprimary%2Edisabled%3Aactive%2C%2Ebtn%2Dprimary%2Edisabled%3Afocus%2C%2Ebtn%2Dprimary%2Edisabled%3Ahover%2C%2Ebtn%2Dprimary%5Bdisabled%5D%2C%2Ebtn%2Dprimary%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Dprimary%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Dprimary%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Dprimary%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Dprimary%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dprimary%3Ahover%7Bbackground%2Dcolor%3A%23337ab7%3Bborder%2Dcolor%3A%232e6da4%7D%2Ebtn%2Dprimary%20%2Ebadge%7Bcolor%3A%23337ab7%3Bbackground%2Dcolor%3A%23fff%7D%2Ebtn%2Dsuccess%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%235cb85c%3Bborder%2Dcolor%3A%234cae4c%7D%2Ebtn%2Dsuccess%2Efocus%2C%2Ebtn%2Dsuccess%3Afocus%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23449d44%3Bborder%2Dcolor%3A%23255625%7D%2Ebtn%2Dsuccess%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23449d44%3Bborder%2Dcolor%3A%23398439%7D%2Ebtn%2Dsuccess%2Eactive%2C%2Ebtn%2Dsuccess%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dsuccess%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23449d44%3Bborder%2Dcolor%3A%23398439%7D%2Ebtn%2Dsuccess%2Eactive%2Efocus%2C%2Ebtn%2Dsuccess%2Eactive%3Afocus%2C%2Ebtn%2Dsuccess%2Eactive%3Ahover%2C%2Ebtn%2Dsuccess%3Aactive%2Efocus%2C%2Ebtn%2Dsuccess%3Aactive%3Afocus%2C%2Ebtn%2Dsuccess%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dsuccess%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dsuccess%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dsuccess%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23398439%3Bborder%2Dcolor%3A%23255625%7D%2Ebtn%2Dsuccess%2Eactive%2C%2Ebtn%2Dsuccess%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dsuccess%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Dsuccess%2Edisabled%2C%2Ebtn%2Dsuccess%2Edisabled%2Eactive%2C%2Ebtn%2Dsuccess%2Edisabled%2Efocus%2C%2Ebtn%2Dsuccess%2Edisabled%3Aactive%2C%2Ebtn%2Dsuccess%2Edisabled%3Afocus%2C%2Ebtn%2Dsuccess%2Edisabled%3Ahover%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Dsuccess%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dsuccess%3Ahover%7Bbackground%2Dcolor%3A%235cb85c%3Bborder%2Dcolor%3A%234cae4c%7D%2Ebtn%2Dsuccess%20%2Ebadge%7Bcolor%3A%235cb85c%3Bbackground%2Dcolor%3A%23fff%7D%2Ebtn%2Dinfo%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%235bc0de%3Bborder%2Dcolor%3A%2346b8da%7D%2Ebtn%2Dinfo%2Efocus%2C%2Ebtn%2Dinfo%3Afocus%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%2331b0d5%3Bborder%2Dcolor%3A%231b6d85%7D%2Ebtn%2Dinfo%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%2331b0d5%3Bborder%2Dcolor%3A%23269abc%7D%2Ebtn%2Dinfo%2Eactive%2C%2Ebtn%2Dinfo%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dinfo%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%2331b0d5%3Bborder%2Dcolor%3A%23269abc%7D%2Ebtn%2Dinfo%2Eactive%2Efocus%2C%2Ebtn%2Dinfo%2Eactive%3Afocus%2C%2Ebtn%2Dinfo%2Eactive%3Ahover%2C%2Ebtn%2Dinfo%3Aactive%2Efocus%2C%2Ebtn%2Dinfo%3Aactive%3Afocus%2C%2Ebtn%2Dinfo%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dinfo%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dinfo%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dinfo%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23269abc%3Bborder%2Dcolor%3A%231b6d85%7D%2Ebtn%2Dinfo%2Eactive%2C%2Ebtn%2Dinfo%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dinfo%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Dinfo%2Edisabled%2C%2Ebtn%2Dinfo%2Edisabled%2Eactive%2C%2Ebtn%2Dinfo%2Edisabled%2Efocus%2C%2Ebtn%2Dinfo%2Edisabled%3Aactive%2C%2Ebtn%2Dinfo%2Edisabled%3Afocus%2C%2Ebtn%2Dinfo%2Edisabled%3Ahover%2C%2Ebtn%2Dinfo%5Bdisabled%5D%2C%2Ebtn%2Dinfo%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Dinfo%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Dinfo%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Dinfo%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Dinfo%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dinfo%3Ahover%7Bbackground%2Dcolor%3A%235bc0de%3Bborder%2Dcolor%3A%2346b8da%7D%2Ebtn%2Dinfo%20%2Ebadge%7Bcolor%3A%235bc0de%3Bbackground%2Dcolor%3A%23fff%7D%2Ebtn%2Dwarning%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23f0ad4e%3Bborder%2Dcolor%3A%23eea236%7D%2Ebtn%2Dwarning%2Efocus%2C%2Ebtn%2Dwarning%3Afocus%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23ec971f%3Bborder%2Dcolor%3A%23985f0d%7D%2Ebtn%2Dwarning%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23ec971f%3Bborder%2Dcolor%3A%23d58512%7D%2Ebtn%2Dwarning%2Eactive%2C%2Ebtn%2Dwarning%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dwarning%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23ec971f%3Bborder%2Dcolor%3A%23d58512%7D%2Ebtn%2Dwarning%2Eactive%2Efocus%2C%2Ebtn%2Dwarning%2Eactive%3Afocus%2C%2Ebtn%2Dwarning%2Eactive%3Ahover%2C%2Ebtn%2Dwarning%3Aactive%2Efocus%2C%2Ebtn%2Dwarning%3Aactive%3Afocus%2C%2Ebtn%2Dwarning%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dwarning%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dwarning%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dwarning%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23d58512%3Bborder%2Dcolor%3A%23985f0d%7D%2Ebtn%2Dwarning%2Eactive%2C%2Ebtn%2Dwarning%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Dwarning%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Dwarning%2Edisabled%2C%2Ebtn%2Dwarning%2Edisabled%2Eactive%2C%2Ebtn%2Dwarning%2Edisabled%2Efocus%2C%2Ebtn%2Dwarning%2Edisabled%3Aactive%2C%2Ebtn%2Dwarning%2Edisabled%3Afocus%2C%2Ebtn%2Dwarning%2Edisabled%3Ahover%2C%2Ebtn%2Dwarning%5Bdisabled%5D%2C%2Ebtn%2Dwarning%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Dwarning%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Dwarning%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Dwarning%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Dwarning%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dwarning%3Ahover%7Bbackground%2Dcolor%3A%23f0ad4e%3Bborder%2Dcolor%3A%23eea236%7D%2Ebtn%2Dwarning%20%2Ebadge%7Bcolor%3A%23f0ad4e%3Bbackground%2Dcolor%3A%23fff%7D%2Ebtn%2Ddanger%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23d9534f%3Bborder%2Dcolor%3A%23d43f3a%7D%2Ebtn%2Ddanger%2Efocus%2C%2Ebtn%2Ddanger%3Afocus%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23c9302c%3Bborder%2Dcolor%3A%23761c19%7D%2Ebtn%2Ddanger%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23c9302c%3Bborder%2Dcolor%3A%23ac2925%7D%2Ebtn%2Ddanger%2Eactive%2C%2Ebtn%2Ddanger%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddanger%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23c9302c%3Bborder%2Dcolor%3A%23ac2925%7D%2Ebtn%2Ddanger%2Eactive%2Efocus%2C%2Ebtn%2Ddanger%2Eactive%3Afocus%2C%2Ebtn%2Ddanger%2Eactive%3Ahover%2C%2Ebtn%2Ddanger%3Aactive%2Efocus%2C%2Ebtn%2Ddanger%3Aactive%3Afocus%2C%2Ebtn%2Ddanger%3Aactive%3Ahover%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddanger%2Efocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddanger%3Afocus%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddanger%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23ac2925%3Bborder%2Dcolor%3A%23761c19%7D%2Ebtn%2Ddanger%2Eactive%2C%2Ebtn%2Ddanger%3Aactive%2C%2Eopen%3E%2Edropdown%2Dtoggle%2Ebtn%2Ddanger%7Bbackground%2Dimage%3Anone%7D%2Ebtn%2Ddanger%2Edisabled%2C%2Ebtn%2Ddanger%2Edisabled%2Eactive%2C%2Ebtn%2Ddanger%2Edisabled%2Efocus%2C%2Ebtn%2Ddanger%2Edisabled%3Aactive%2C%2Ebtn%2Ddanger%2Edisabled%3Afocus%2C%2Ebtn%2Ddanger%2Edisabled%3Ahover%2C%2Ebtn%2Ddanger%5Bdisabled%5D%2C%2Ebtn%2Ddanger%5Bdisabled%5D%2Eactive%2C%2Ebtn%2Ddanger%5Bdisabled%5D%2Efocus%2C%2Ebtn%2Ddanger%5Bdisabled%5D%3Aactive%2C%2Ebtn%2Ddanger%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Ddanger%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%2Eactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%2Efocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%3Aactive%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Ddanger%3Ahover%7Bbackground%2Dcolor%3A%23d9534f%3Bborder%2Dcolor%3A%23d43f3a%7D%2Ebtn%2Ddanger%20%2Ebadge%7Bcolor%3A%23d9534f%3Bbackground%2Dcolor%3A%23fff%7D%2Ebtn%2Dlink%7Bfont%2Dweight%3A400%3Bcolor%3A%23337ab7%3Bborder%2Dradius%3A0%7D%2Ebtn%2Dlink%2C%2Ebtn%2Dlink%2Eactive%2C%2Ebtn%2Dlink%3Aactive%2C%2Ebtn%2Dlink%5Bdisabled%5D%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dlink%7Bbackground%2Dcolor%3Atransparent%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7D%2Ebtn%2Dlink%2C%2Ebtn%2Dlink%3Aactive%2C%2Ebtn%2Dlink%3Afocus%2C%2Ebtn%2Dlink%3Ahover%7Bborder%2Dcolor%3Atransparent%7D%2Ebtn%2Dlink%3Afocus%2C%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%2323527c%3Btext%2Ddecoration%3Aunderline%3Bbackground%2Dcolor%3Atransparent%7D%2Ebtn%2Dlink%5Bdisabled%5D%3Afocus%2C%2Ebtn%2Dlink%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dlink%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%23777%3Btext%2Ddecoration%3Anone%7D%2Ebtn%2Dgroup%2Dlg%3E%2Ebtn%2C%2Ebtn%2Dlg%7Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%3Bborder%2Dradius%3A6px%7D%2Ebtn%2Dgroup%2Dsm%3E%2Ebtn%2C%2Ebtn%2Dsm%7Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%3Bborder%2Dradius%3A3px%7D%2Ebtn%2Dgroup%2Dxs%3E%2Ebtn%2C%2Ebtn%2Dxs%7Bpadding%3A1px%205px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%3Bborder%2Dradius%3A3px%7D%2Ebtn%2Dblock%7Bdisplay%3Ablock%3Bwidth%3A100%25%7D%2Ebtn%2Dblock%2B%2Ebtn%2Dblock%7Bmargin%2Dtop%3A5px%7Dinput%5Btype%3Dbutton%5D%2Ebtn%2Dblock%2Cinput%5Btype%3Dreset%5D%2Ebtn%2Dblock%2Cinput%5Btype%3Dsubmit%5D%2Ebtn%2Dblock%7Bwidth%3A100%25%7D%2Efade%7Bopacity%3A0%3B%2Dwebkit%2Dtransition%3Aopacity%20%2E15s%20linear%3B%2Do%2Dtransition%3Aopacity%20%2E15s%20linear%3Btransition%3Aopacity%20%2E15s%20linear%7D%2Efade%2Ein%7Bopacity%3A1%7D%2Ecollapse%7Bdisplay%3Anone%7D%2Ecollapse%2Ein%7Bdisplay%3Ablock%7Dtr%2Ecollapse%2Ein%7Bdisplay%3Atable%2Drow%7Dtbody%2Ecollapse%2Ein%7Bdisplay%3Atable%2Drow%2Dgroup%7D%2Ecollapsing%7Bposition%3Arelative%3Bheight%3A0%3Boverflow%3Ahidden%3B%2Dwebkit%2Dtransition%2Dtiming%2Dfunction%3Aease%3B%2Do%2Dtransition%2Dtiming%2Dfunction%3Aease%3Btransition%2Dtiming%2Dfunction%3Aease%3B%2Dwebkit%2Dtransition%2Dduration%3A%2E35s%3B%2Do%2Dtransition%2Dduration%3A%2E35s%3Btransition%2Dduration%3A%2E35s%3B%2Dwebkit%2Dtransition%2Dproperty%3Aheight%2Cvisibility%3B%2Do%2Dtransition%2Dproperty%3Aheight%2Cvisibility%3Btransition%2Dproperty%3Aheight%2Cvisibility%7D%2Ecaret%7Bdisplay%3Ainline%2Dblock%3Bwidth%3A0%3Bheight%3A0%3Bmargin%2Dleft%3A2px%3Bvertical%2Dalign%3Amiddle%3Bborder%2Dtop%3A4px%20dashed%3Bborder%2Dtop%3A4px%20solid%5C9%3Bborder%2Dright%3A4px%20solid%20transparent%3Bborder%2Dleft%3A4px%20solid%20transparent%7D%2Edropdown%2C%2Edropup%7Bposition%3Arelative%7D%2Edropdown%2Dtoggle%3Afocus%7Boutline%3A0%7D%2Edropdown%2Dmenu%7Bposition%3Aabsolute%3Btop%3A100%25%3Bleft%3A0%3Bz%2Dindex%3A1000%3Bdisplay%3Anone%3Bfloat%3Aleft%3Bmin%2Dwidth%3A160px%3Bpadding%3A5px%200%3Bmargin%3A2px%200%200%3Bfont%2Dsize%3A14px%3Btext%2Dalign%3Aleft%3Blist%2Dstyle%3Anone%3Bbackground%2Dcolor%3A%23fff%3B%2Dwebkit%2Dbackground%2Dclip%3Apadding%2Dbox%3Bbackground%2Dclip%3Apadding%2Dbox%3Bborder%3A1px%20solid%20%23ccc%3Bborder%3A1px%20solid%20rgba%280%2C0%2C0%2C%2E15%29%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dbox%2Dshadow%3A0%206px%2012px%20rgba%280%2C0%2C0%2C%2E175%29%3Bbox%2Dshadow%3A0%206px%2012px%20rgba%280%2C0%2C0%2C%2E175%29%7D%2Edropdown%2Dmenu%2Epull%2Dright%7Bright%3A0%3Bleft%3Aauto%7D%2Edropdown%2Dmenu%20%2Edivider%7Bheight%3A1px%3Bmargin%3A9px%200%3Boverflow%3Ahidden%3Bbackground%2Dcolor%3A%23e5e5e5%7D%2Edropdown%2Dmenu%3Eli%3Ea%7Bdisplay%3Ablock%3Bpadding%3A3px%2020px%3Bclear%3Aboth%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23333%3Bwhite%2Dspace%3Anowrap%7D%2Edropdown%2Dmenu%3Eli%3Ea%3Afocus%2C%2Edropdown%2Dmenu%3Eli%3Ea%3Ahover%7Bcolor%3A%23262626%3Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23f5f5f5%7D%2Edropdown%2Dmenu%3E%2Eactive%3Ea%2C%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Afocus%2C%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Ahover%7Bcolor%3A%23fff%3Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23337ab7%3Boutline%3A0%7D%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%2C%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Afocus%2C%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23777%7D%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Afocus%2C%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Ahover%7Btext%2Ddecoration%3Anone%3Bcursor%3Anot%2Dallowed%3Bbackground%2Dcolor%3Atransparent%3Bbackground%2Dimage%3Anone%3Bfilter%3Aprogid%3ADXImageTransform%2EMicrosoft%2Egradient%28enabled%3Dfalse%29%7D%2Eopen%3E%2Edropdown%2Dmenu%7Bdisplay%3Ablock%7D%2Eopen%3Ea%7Boutline%3A0%7D%2Edropdown%2Dmenu%2Dright%7Bright%3A0%3Bleft%3Aauto%7D%2Edropdown%2Dmenu%2Dleft%7Bright%3Aauto%3Bleft%3A0%7D%2Edropdown%2Dheader%7Bdisplay%3Ablock%3Bpadding%3A3px%2020px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23777%3Bwhite%2Dspace%3Anowrap%7D%2Edropdown%2Dbackdrop%7Bposition%3Afixed%3Btop%3A0%3Bright%3A0%3Bbottom%3A0%3Bleft%3A0%3Bz%2Dindex%3A990%7D%2Epull%2Dright%3E%2Edropdown%2Dmenu%7Bright%3A0%3Bleft%3Aauto%7D%2Edropup%20%2Ecaret%2C%2Enavbar%2Dfixed%2Dbottom%20%2Edropdown%20%2Ecaret%7Bcontent%3A%22%22%3Bborder%2Dtop%3A0%3Bborder%2Dbottom%3A4px%20dashed%3Bborder%2Dbottom%3A4px%20solid%5C9%7D%2Edropup%20%2Edropdown%2Dmenu%2C%2Enavbar%2Dfixed%2Dbottom%20%2Edropdown%20%2Edropdown%2Dmenu%7Btop%3Aauto%3Bbottom%3A100%25%3Bmargin%2Dbottom%3A2px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dright%20%2Edropdown%2Dmenu%7Bright%3A0%3Bleft%3Aauto%7D%2Enavbar%2Dright%20%2Edropdown%2Dmenu%2Dleft%7Bright%3Aauto%3Bleft%3A0%7D%7D%2Ebtn%2Dgroup%2C%2Ebtn%2Dgroup%2Dvertical%7Bposition%3Arelative%3Bdisplay%3Ainline%2Dblock%3Bvertical%2Dalign%3Amiddle%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2C%2Ebtn%2Dgroup%3E%2Ebtn%7Bposition%3Arelative%3Bfloat%3Aleft%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Eactive%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Aactive%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Afocus%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Ahover%2C%2Ebtn%2Dgroup%3E%2Ebtn%2Eactive%2C%2Ebtn%2Dgroup%3E%2Ebtn%3Aactive%2C%2Ebtn%2Dgroup%3E%2Ebtn%3Afocus%2C%2Ebtn%2Dgroup%3E%2Ebtn%3Ahover%7Bz%2Dindex%3A2%7D%2Ebtn%2Dgroup%20%2Ebtn%2B%2Ebtn%2C%2Ebtn%2Dgroup%20%2Ebtn%2B%2Ebtn%2Dgroup%2C%2Ebtn%2Dgroup%20%2Ebtn%2Dgroup%2B%2Ebtn%2C%2Ebtn%2Dgroup%20%2Ebtn%2Dgroup%2B%2Ebtn%2Dgroup%7Bmargin%2Dleft%3A%2D1px%7D%2Ebtn%2Dtoolbar%7Bmargin%2Dleft%3A%2D5px%7D%2Ebtn%2Dtoolbar%20%2Ebtn%2C%2Ebtn%2Dtoolbar%20%2Ebtn%2Dgroup%2C%2Ebtn%2Dtoolbar%20%2Einput%2Dgroup%7Bfloat%3Aleft%7D%2Ebtn%2Dtoolbar%3E%2Ebtn%2C%2Ebtn%2Dtoolbar%3E%2Ebtn%2Dgroup%2C%2Ebtn%2Dtoolbar%3E%2Einput%2Dgroup%7Bmargin%2Dleft%3A5px%7D%2Ebtn%2Dgroup%3E%2Ebtn%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%3Anot%28%2Edropdown%2Dtoggle%29%7Bborder%2Dradius%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%3Afirst%2Dchild%7Bmargin%2Dleft%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%3Anot%28%2Edropdown%2Dtoggle%29%7Bborder%2Dtop%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dright%2Dradius%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%3Alast%2Dchild%3Anot%28%3Afirst%2Dchild%29%2C%2Ebtn%2Dgroup%3E%2Edropdown%2Dtoggle%3Anot%28%3Afirst%2Dchild%29%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%2Dgroup%7Bfloat%3Aleft%7D%2Ebtn%2Dgroup%3E%2Ebtn%2Dgroup%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%3E%2Ebtn%7Bborder%2Dradius%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%2Dgroup%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%3E%2Ebtn%3Alast%2Dchild%2C%2Ebtn%2Dgroup%3E%2Ebtn%2Dgroup%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%3E%2Edropdown%2Dtoggle%7Bborder%2Dtop%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dright%2Dradius%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%2Dgroup%3Alast%2Dchild%3Anot%28%3Afirst%2Dchild%29%3E%2Ebtn%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Ebtn%2Dgroup%20%2Edropdown%2Dtoggle%3Aactive%2C%2Ebtn%2Dgroup%2Eopen%20%2Edropdown%2Dtoggle%7Boutline%3A0%7D%2Ebtn%2Dgroup%3E%2Ebtn%2B%2Edropdown%2Dtoggle%7Bpadding%2Dright%3A8px%3Bpadding%2Dleft%3A8px%7D%2Ebtn%2Dgroup%3E%2Ebtn%2Dlg%2B%2Edropdown%2Dtoggle%7Bpadding%2Dright%3A12px%3Bpadding%2Dleft%3A12px%7D%2Ebtn%2Dgroup%2Eopen%20%2Edropdown%2Dtoggle%7B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%203px%205px%20rgba%280%2C0%2C0%2C%2E125%29%3Bbox%2Dshadow%3Ainset%200%203px%205px%20rgba%280%2C0%2C0%2C%2E125%29%7D%2Ebtn%2Dgroup%2Eopen%20%2Edropdown%2Dtoggle%2Ebtn%2Dlink%7B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7D%2Ebtn%20%2Ecaret%7Bmargin%2Dleft%3A0%7D%2Ebtn%2Dlg%20%2Ecaret%7Bborder%2Dwidth%3A5px%205px%200%3Bborder%2Dbottom%2Dwidth%3A0%7D%2Edropup%20%2Ebtn%2Dlg%20%2Ecaret%7Bborder%2Dwidth%3A0%205px%205px%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3E%2Ebtn%7Bdisplay%3Ablock%3Bfloat%3Anone%3Bwidth%3A100%25%3Bmax%2Dwidth%3A100%25%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3E%2Ebtn%7Bfloat%3Anone%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2B%2Ebtn%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2B%2Ebtn%2Dgroup%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%2B%2Ebtn%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%2B%2Ebtn%2Dgroup%7Bmargin%2Dtop%3A%2D1px%3Bmargin%2Dleft%3A0%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%7Bborder%2Dradius%3A0%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%7Bborder%2Dtop%2Dright%2Dradius%3A4px%3Bborder%2Dbottom%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%3Alast%2Dchild%3Anot%28%3Afirst%2Dchild%29%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dtop%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A4px%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%3E%2Ebtn%7Bborder%2Dradius%3A0%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%3E%2Ebtn%3Alast%2Dchild%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Afirst%2Dchild%3Anot%28%3Alast%2Dchild%29%3E%2Edropdown%2Dtoggle%7Bborder%2Dbottom%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Alast%2Dchild%3Anot%28%3Afirst%2Dchild%29%3E%2Ebtn%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dtop%2Dright%2Dradius%3A0%7D%2Ebtn%2Dgroup%2Djustified%7Bdisplay%3Atable%3Bwidth%3A100%25%3Btable%2Dlayout%3Afixed%3Bborder%2Dcollapse%3Aseparate%7D%2Ebtn%2Dgroup%2Djustified%3E%2Ebtn%2C%2Ebtn%2Dgroup%2Djustified%3E%2Ebtn%2Dgroup%7Bdisplay%3Atable%2Dcell%3Bfloat%3Anone%3Bwidth%3A1%25%7D%2Ebtn%2Dgroup%2Djustified%3E%2Ebtn%2Dgroup%20%2Ebtn%7Bwidth%3A100%25%7D%2Ebtn%2Dgroup%2Djustified%3E%2Ebtn%2Dgroup%20%2Edropdown%2Dmenu%7Bleft%3Aauto%7D%5Bdata%2Dtoggle%3Dbuttons%5D%3E%2Ebtn%20input%5Btype%3Dcheckbox%5D%2C%5Bdata%2Dtoggle%3Dbuttons%5D%3E%2Ebtn%20input%5Btype%3Dradio%5D%2C%5Bdata%2Dtoggle%3Dbuttons%5D%3E%2Ebtn%2Dgroup%3E%2Ebtn%20input%5Btype%3Dcheckbox%5D%2C%5Bdata%2Dtoggle%3Dbuttons%5D%3E%2Ebtn%2Dgroup%3E%2Ebtn%20input%5Btype%3Dradio%5D%7Bposition%3Aabsolute%3Bclip%3Arect%280%2C0%2C0%2C0%29%3Bpointer%2Devents%3Anone%7D%2Einput%2Dgroup%7Bposition%3Arelative%3Bdisplay%3Atable%3Bborder%2Dcollapse%3Aseparate%7D%2Einput%2Dgroup%5Bclass%2A%3Dcol%2D%5D%7Bfloat%3Anone%3Bpadding%2Dright%3A0%3Bpadding%2Dleft%3A0%7D%2Einput%2Dgroup%20%2Eform%2Dcontrol%7Bposition%3Arelative%3Bz%2Dindex%3A2%3Bfloat%3Aleft%3Bwidth%3A100%25%3Bmargin%2Dbottom%3A0%7D%2Einput%2Dgroup%2Dlg%3E%2Eform%2Dcontrol%2C%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Daddon%2C%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3A46px%3Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%3Bborder%2Dradius%3A6px%7Dselect%2Einput%2Dgroup%2Dlg%3E%2Eform%2Dcontrol%2Cselect%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Daddon%2Cselect%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3A46px%3Bline%2Dheight%3A46px%7Dselect%5Bmultiple%5D%2Einput%2Dgroup%2Dlg%3E%2Eform%2Dcontrol%2Cselect%5Bmultiple%5D%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Daddon%2Cselect%5Bmultiple%5D%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%2Ctextarea%2Einput%2Dgroup%2Dlg%3E%2Eform%2Dcontrol%2Ctextarea%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Daddon%2Ctextarea%2Einput%2Dgroup%2Dlg%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3Aauto%7D%2Einput%2Dgroup%2Dsm%3E%2Eform%2Dcontrol%2C%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Daddon%2C%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3A30px%3Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%3Bborder%2Dradius%3A3px%7Dselect%2Einput%2Dgroup%2Dsm%3E%2Eform%2Dcontrol%2Cselect%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Daddon%2Cselect%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3A30px%3Bline%2Dheight%3A30px%7Dselect%5Bmultiple%5D%2Einput%2Dgroup%2Dsm%3E%2Eform%2Dcontrol%2Cselect%5Bmultiple%5D%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Daddon%2Cselect%5Bmultiple%5D%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%2Ctextarea%2Einput%2Dgroup%2Dsm%3E%2Eform%2Dcontrol%2Ctextarea%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Daddon%2Ctextarea%2Einput%2Dgroup%2Dsm%3E%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bheight%3Aauto%7D%2Einput%2Dgroup%20%2Eform%2Dcontrol%2C%2Einput%2Dgroup%2Daddon%2C%2Einput%2Dgroup%2Dbtn%7Bdisplay%3Atable%2Dcell%7D%2Einput%2Dgroup%20%2Eform%2Dcontrol%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%2C%2Einput%2Dgroup%2Daddon%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%2C%2Einput%2Dgroup%2Dbtn%3Anot%28%3Afirst%2Dchild%29%3Anot%28%3Alast%2Dchild%29%7Bborder%2Dradius%3A0%7D%2Einput%2Dgroup%2Daddon%2C%2Einput%2Dgroup%2Dbtn%7Bwidth%3A1%25%3Bwhite%2Dspace%3Anowrap%3Bvertical%2Dalign%3Amiddle%7D%2Einput%2Dgroup%2Daddon%7Bpadding%3A6px%2012px%3Bfont%2Dsize%3A14px%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%3Bcolor%3A%23555%3Btext%2Dalign%3Acenter%3Bbackground%2Dcolor%3A%23eee%3Bborder%3A1px%20solid%20%23ccc%3Bborder%2Dradius%3A4px%7D%2Einput%2Dgroup%2Daddon%2Einput%2Dsm%7Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bborder%2Dradius%3A3px%7D%2Einput%2Dgroup%2Daddon%2Einput%2Dlg%7Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bborder%2Dradius%3A6px%7D%2Einput%2Dgroup%2Daddon%20input%5Btype%3Dcheckbox%5D%2C%2Einput%2Dgroup%2Daddon%20input%5Btype%3Dradio%5D%7Bmargin%2Dtop%3A0%7D%2Einput%2Dgroup%20%2Eform%2Dcontrol%3Afirst%2Dchild%2C%2Einput%2Dgroup%2Daddon%3Afirst%2Dchild%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%2Dgroup%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Edropdown%2Dtoggle%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%2Dgroup%3Anot%28%3Alast%2Dchild%29%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%3Anot%28%3Alast%2Dchild%29%3Anot%28%2Edropdown%2Dtoggle%29%7Bborder%2Dtop%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dright%2Dradius%3A0%7D%2Einput%2Dgroup%2Daddon%3Afirst%2Dchild%7Bborder%2Dright%3A0%7D%2Einput%2Dgroup%20%2Eform%2Dcontrol%3Alast%2Dchild%2C%2Einput%2Dgroup%2Daddon%3Alast%2Dchild%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%2Dgroup%3Anot%28%3Afirst%2Dchild%29%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%3Anot%28%3Afirst%2Dchild%29%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%2Dgroup%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Edropdown%2Dtoggle%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Einput%2Dgroup%2Daddon%3Alast%2Dchild%7Bborder%2Dleft%3A0%7D%2Einput%2Dgroup%2Dbtn%7Bposition%3Arelative%3Bfont%2Dsize%3A0%3Bwhite%2Dspace%3Anowrap%7D%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%7Bposition%3Arelative%7D%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%2B%2Ebtn%7Bmargin%2Dleft%3A%2D1px%7D%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%3Aactive%2C%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%3Afocus%2C%2Einput%2Dgroup%2Dbtn%3E%2Ebtn%3Ahover%7Bz%2Dindex%3A2%7D%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Afirst%2Dchild%3E%2Ebtn%2Dgroup%7Bmargin%2Dright%3A%2D1px%7D%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%2C%2Einput%2Dgroup%2Dbtn%3Alast%2Dchild%3E%2Ebtn%2Dgroup%7Bz%2Dindex%3A2%3Bmargin%2Dleft%3A%2D1px%7D%2Enav%7Bpadding%2Dleft%3A0%3Bmargin%2Dbottom%3A0%3Blist%2Dstyle%3Anone%7D%2Enav%3Eli%7Bposition%3Arelative%3Bdisplay%3Ablock%7D%2Enav%3Eli%3Ea%7Bposition%3Arelative%3Bdisplay%3Ablock%3Bpadding%3A10px%2015px%7D%2Enav%3Eli%3Ea%3Afocus%2C%2Enav%3Eli%3Ea%3Ahover%7Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23eee%7D%2Enav%3Eli%2Edisabled%3Ea%7Bcolor%3A%23777%7D%2Enav%3Eli%2Edisabled%3Ea%3Afocus%2C%2Enav%3Eli%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23777%3Btext%2Ddecoration%3Anone%3Bcursor%3Anot%2Dallowed%3Bbackground%2Dcolor%3Atransparent%7D%2Enav%20%2Eopen%3Ea%2C%2Enav%20%2Eopen%3Ea%3Afocus%2C%2Enav%20%2Eopen%3Ea%3Ahover%7Bbackground%2Dcolor%3A%23eee%3Bborder%2Dcolor%3A%23337ab7%7D%2Enav%20%2Enav%2Ddivider%7Bheight%3A1px%3Bmargin%3A9px%200%3Boverflow%3Ahidden%3Bbackground%2Dcolor%3A%23e5e5e5%7D%2Enav%3Eli%3Ea%3Eimg%7Bmax%2Dwidth%3Anone%7D%2Enav%2Dtabs%7Bborder%2Dbottom%3A1px%20solid%20%23ddd%7D%2Enav%2Dtabs%3Eli%7Bfloat%3Aleft%3Bmargin%2Dbottom%3A%2D1px%7D%2Enav%2Dtabs%3Eli%3Ea%7Bmargin%2Dright%3A2px%3Bline%2Dheight%3A1%2E42857143%3Bborder%3A1px%20solid%20transparent%3Bborder%2Dradius%3A4px%204px%200%200%7D%2Enav%2Dtabs%3Eli%3Ea%3Ahover%7Bborder%2Dcolor%3A%23eee%20%23eee%20%23ddd%7D%2Enav%2Dtabs%3Eli%2Eactive%3Ea%2C%2Enav%2Dtabs%3Eli%2Eactive%3Ea%3Afocus%2C%2Enav%2Dtabs%3Eli%2Eactive%3Ea%3Ahover%7Bcolor%3A%23555%3Bcursor%3Adefault%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%3Bborder%2Dbottom%2Dcolor%3Atransparent%7D%2Enav%2Dtabs%2Enav%2Djustified%7Bwidth%3A100%25%3Bborder%2Dbottom%3A0%7D%2Enav%2Dtabs%2Enav%2Djustified%3Eli%7Bfloat%3Anone%7D%2Enav%2Dtabs%2Enav%2Djustified%3Eli%3Ea%7Bmargin%2Dbottom%3A5px%3Btext%2Dalign%3Acenter%7D%2Enav%2Dtabs%2Enav%2Djustified%3E%2Edropdown%20%2Edropdown%2Dmenu%7Btop%3Aauto%3Bleft%3Aauto%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enav%2Dtabs%2Enav%2Djustified%3Eli%7Bdisplay%3Atable%2Dcell%3Bwidth%3A1%25%7D%2Enav%2Dtabs%2Enav%2Djustified%3Eli%3Ea%7Bmargin%2Dbottom%3A0%7D%7D%2Enav%2Dtabs%2Enav%2Djustified%3Eli%3Ea%7Bmargin%2Dright%3A0%3Bborder%2Dradius%3A4px%7D%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%2C%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%3Afocus%2C%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%3Ahover%7Bborder%3A1px%20solid%20%23ddd%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enav%2Dtabs%2Enav%2Djustified%3Eli%3Ea%7Bborder%2Dbottom%3A1px%20solid%20%23ddd%3Bborder%2Dradius%3A4px%204px%200%200%7D%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%2C%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%3Afocus%2C%2Enav%2Dtabs%2Enav%2Djustified%3E%2Eactive%3Ea%3Ahover%7Bborder%2Dbottom%2Dcolor%3A%23fff%7D%7D%2Enav%2Dpills%3Eli%7Bfloat%3Aleft%7D%2Enav%2Dpills%3Eli%3Ea%7Bborder%2Dradius%3A4px%7D%2Enav%2Dpills%3Eli%2Bli%7Bmargin%2Dleft%3A2px%7D%2Enav%2Dpills%3Eli%2Eactive%3Ea%2C%2Enav%2Dpills%3Eli%2Eactive%3Ea%3Afocus%2C%2Enav%2Dpills%3Eli%2Eactive%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23337ab7%7D%2Enav%2Dstacked%3Eli%7Bfloat%3Anone%7D%2Enav%2Dstacked%3Eli%2Bli%7Bmargin%2Dtop%3A2px%3Bmargin%2Dleft%3A0%7D%2Enav%2Djustified%7Bwidth%3A100%25%7D%2Enav%2Djustified%3Eli%7Bfloat%3Anone%7D%2Enav%2Djustified%3Eli%3Ea%7Bmargin%2Dbottom%3A5px%3Btext%2Dalign%3Acenter%7D%2Enav%2Djustified%3E%2Edropdown%20%2Edropdown%2Dmenu%7Btop%3Aauto%3Bleft%3Aauto%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enav%2Djustified%3Eli%7Bdisplay%3Atable%2Dcell%3Bwidth%3A1%25%7D%2Enav%2Djustified%3Eli%3Ea%7Bmargin%2Dbottom%3A0%7D%7D%2Enav%2Dtabs%2Djustified%7Bborder%2Dbottom%3A0%7D%2Enav%2Dtabs%2Djustified%3Eli%3Ea%7Bmargin%2Dright%3A0%3Bborder%2Dradius%3A4px%7D%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%2C%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%3Afocus%2C%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%3Ahover%7Bborder%3A1px%20solid%20%23ddd%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enav%2Dtabs%2Djustified%3Eli%3Ea%7Bborder%2Dbottom%3A1px%20solid%20%23ddd%3Bborder%2Dradius%3A4px%204px%200%200%7D%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%2C%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%3Afocus%2C%2Enav%2Dtabs%2Djustified%3E%2Eactive%3Ea%3Ahover%7Bborder%2Dbottom%2Dcolor%3A%23fff%7D%7D%2Etab%2Dcontent%3E%2Etab%2Dpane%7Bdisplay%3Anone%7D%2Etab%2Dcontent%3E%2Eactive%7Bdisplay%3Ablock%7D%2Enav%2Dtabs%20%2Edropdown%2Dmenu%7Bmargin%2Dtop%3A%2D1px%3Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dtop%2Dright%2Dradius%3A0%7D%2Enavbar%7Bposition%3Arelative%3Bmin%2Dheight%3A50px%3Bmargin%2Dbottom%3A20px%3Bborder%3A1px%20solid%20transparent%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%7Bborder%2Dradius%3A4px%7D%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dheader%7Bfloat%3Aleft%7D%7D%2Enavbar%2Dcollapse%7Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A15px%3Boverflow%2Dx%3Avisible%3B%2Dwebkit%2Doverflow%2Dscrolling%3Atouch%3Bborder%2Dtop%3A1px%20solid%20transparent%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%3Bbox%2Dshadow%3Ainset%200%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%7D%2Enavbar%2Dcollapse%2Ein%7Boverflow%2Dy%3Aauto%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dcollapse%7Bwidth%3Aauto%3Bborder%2Dtop%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7D%2Enavbar%2Dcollapse%2Ecollapse%7Bdisplay%3Ablock%21important%3Bheight%3Aauto%21important%3Bpadding%2Dbottom%3A0%3Boverflow%3Avisible%21important%7D%2Enavbar%2Dcollapse%2Ein%7Boverflow%2Dy%3Avisible%7D%2Enavbar%2Dfixed%2Dbottom%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Dfixed%2Dtop%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Dstatic%2Dtop%20%2Enavbar%2Dcollapse%7Bpadding%2Dright%3A0%3Bpadding%2Dleft%3A0%7D%7D%2Enavbar%2Dfixed%2Dbottom%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Dfixed%2Dtop%20%2Enavbar%2Dcollapse%7Bmax%2Dheight%3A340px%7D%40media%20%28max%2Ddevice%2Dwidth%3A480px%29%20and%20%28orientation%3Alandscape%29%7B%2Enavbar%2Dfixed%2Dbottom%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Dfixed%2Dtop%20%2Enavbar%2Dcollapse%7Bmax%2Dheight%3A200px%7D%7D%2Econtainer%2Dfluid%3E%2Enavbar%2Dcollapse%2C%2Econtainer%2Dfluid%3E%2Enavbar%2Dheader%2C%2Econtainer%3E%2Enavbar%2Dcollapse%2C%2Econtainer%3E%2Enavbar%2Dheader%7Bmargin%2Dright%3A%2D15px%3Bmargin%2Dleft%3A%2D15px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Econtainer%2Dfluid%3E%2Enavbar%2Dcollapse%2C%2Econtainer%2Dfluid%3E%2Enavbar%2Dheader%2C%2Econtainer%3E%2Enavbar%2Dcollapse%2C%2Econtainer%3E%2Enavbar%2Dheader%7Bmargin%2Dright%3A0%3Bmargin%2Dleft%3A0%7D%7D%2Enavbar%2Dstatic%2Dtop%7Bz%2Dindex%3A1000%3Bborder%2Dwidth%3A0%200%201px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dstatic%2Dtop%7Bborder%2Dradius%3A0%7D%7D%2Enavbar%2Dfixed%2Dbottom%2C%2Enavbar%2Dfixed%2Dtop%7Bposition%3Afixed%3Bright%3A0%3Bleft%3A0%3Bz%2Dindex%3A1030%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dfixed%2Dbottom%2C%2Enavbar%2Dfixed%2Dtop%7Bborder%2Dradius%3A0%7D%7D%2Enavbar%2Dfixed%2Dtop%7Btop%3A0%3Bborder%2Dwidth%3A0%200%201px%7D%2Enavbar%2Dfixed%2Dbottom%7Bbottom%3A0%3Bmargin%2Dbottom%3A0%3Bborder%2Dwidth%3A1px%200%200%7D%2Enavbar%2Dbrand%7Bfloat%3Aleft%3Bheight%3A50px%3Bpadding%3A15px%2015px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A20px%7D%2Enavbar%2Dbrand%3Afocus%2C%2Enavbar%2Dbrand%3Ahover%7Btext%2Ddecoration%3Anone%7D%2Enavbar%2Dbrand%3Eimg%7Bdisplay%3Ablock%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%3E%2Econtainer%20%2Enavbar%2Dbrand%2C%2Enavbar%3E%2Econtainer%2Dfluid%20%2Enavbar%2Dbrand%7Bmargin%2Dleft%3A%2D15px%7D%7D%2Enavbar%2Dtoggle%7Bposition%3Arelative%3Bfloat%3Aright%3Bpadding%3A9px%2010px%3Bmargin%2Dtop%3A8px%3Bmargin%2Dright%3A15px%3Bmargin%2Dbottom%3A8px%3Bbackground%2Dcolor%3Atransparent%3Bbackground%2Dimage%3Anone%3Bborder%3A1px%20solid%20transparent%3Bborder%2Dradius%3A4px%7D%2Enavbar%2Dtoggle%3Afocus%7Boutline%3A0%7D%2Enavbar%2Dtoggle%20%2Eicon%2Dbar%7Bdisplay%3Ablock%3Bwidth%3A22px%3Bheight%3A2px%3Bborder%2Dradius%3A1px%7D%2Enavbar%2Dtoggle%20%2Eicon%2Dbar%2B%2Eicon%2Dbar%7Bmargin%2Dtop%3A4px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dtoggle%7Bdisplay%3Anone%7D%7D%2Enavbar%2Dnav%7Bmargin%3A7%2E5px%20%2D15px%7D%2Enavbar%2Dnav%3Eli%3Ea%7Bpadding%2Dtop%3A10px%3Bpadding%2Dbottom%3A10px%3Bline%2Dheight%3A20px%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%7Bposition%3Astatic%3Bfloat%3Anone%3Bwidth%3Aauto%3Bmargin%2Dtop%3A0%3Bbackground%2Dcolor%3Atransparent%3Bborder%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7D%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%20%2Edropdown%2Dheader%2C%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%7Bpadding%3A5px%2015px%205px%2025px%7D%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%7Bline%2Dheight%3A20px%7D%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Afocus%2C%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Ahover%7Bbackground%2Dimage%3Anone%7D%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dnav%7Bfloat%3Aleft%3Bmargin%3A0%7D%2Enavbar%2Dnav%3Eli%7Bfloat%3Aleft%7D%2Enavbar%2Dnav%3Eli%3Ea%7Bpadding%2Dtop%3A15px%3Bpadding%2Dbottom%3A15px%7D%7D%2Enavbar%2Dform%7Bpadding%3A10px%2015px%3Bmargin%2Dtop%3A8px%3Bmargin%2Dright%3A%2D15px%3Bmargin%2Dbottom%3A8px%3Bmargin%2Dleft%3A%2D15px%3Bborder%2Dtop%3A1px%20solid%20transparent%3Bborder%2Dbottom%3A1px%20solid%20transparent%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%2C0%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%3Bbox%2Dshadow%3Ainset%200%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%2C0%201px%200%20rgba%28255%2C255%2C255%2C%2E1%29%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dform%20%2Eform%2Dgroup%7Bdisplay%3Ainline%2Dblock%3Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Enavbar%2Dform%20%2Eform%2Dcontrol%7Bdisplay%3Ainline%2Dblock%3Bwidth%3Aauto%3Bvertical%2Dalign%3Amiddle%7D%2Enavbar%2Dform%20%2Eform%2Dcontrol%2Dstatic%7Bdisplay%3Ainline%2Dblock%7D%2Enavbar%2Dform%20%2Einput%2Dgroup%7Bdisplay%3Ainline%2Dtable%3Bvertical%2Dalign%3Amiddle%7D%2Enavbar%2Dform%20%2Einput%2Dgroup%20%2Eform%2Dcontrol%2C%2Enavbar%2Dform%20%2Einput%2Dgroup%20%2Einput%2Dgroup%2Daddon%2C%2Enavbar%2Dform%20%2Einput%2Dgroup%20%2Einput%2Dgroup%2Dbtn%7Bwidth%3Aauto%7D%2Enavbar%2Dform%20%2Einput%2Dgroup%3E%2Eform%2Dcontrol%7Bwidth%3A100%25%7D%2Enavbar%2Dform%20%2Econtrol%2Dlabel%7Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Enavbar%2Dform%20%2Echeckbox%2C%2Enavbar%2Dform%20%2Eradio%7Bdisplay%3Ainline%2Dblock%3Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A0%3Bvertical%2Dalign%3Amiddle%7D%2Enavbar%2Dform%20%2Echeckbox%20label%2C%2Enavbar%2Dform%20%2Eradio%20label%7Bpadding%2Dleft%3A0%7D%2Enavbar%2Dform%20%2Echeckbox%20input%5Btype%3Dcheckbox%5D%2C%2Enavbar%2Dform%20%2Eradio%20input%5Btype%3Dradio%5D%7Bposition%3Arelative%3Bmargin%2Dleft%3A0%7D%2Enavbar%2Dform%20%2Ehas%2Dfeedback%20%2Eform%2Dcontrol%2Dfeedback%7Btop%3A0%7D%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Enavbar%2Dform%20%2Eform%2Dgroup%7Bmargin%2Dbottom%3A5px%7D%2Enavbar%2Dform%20%2Eform%2Dgroup%3Alast%2Dchild%7Bmargin%2Dbottom%3A0%7D%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dform%7Bwidth%3Aauto%3Bpadding%2Dtop%3A0%3Bpadding%2Dbottom%3A0%3Bmargin%2Dright%3A0%3Bmargin%2Dleft%3A0%3Bborder%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3Anone%3Bbox%2Dshadow%3Anone%7D%7D%2Enavbar%2Dnav%3Eli%3E%2Edropdown%2Dmenu%7Bmargin%2Dtop%3A0%3Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dtop%2Dright%2Dradius%3A0%7D%2Enavbar%2Dfixed%2Dbottom%20%2Enavbar%2Dnav%3Eli%3E%2Edropdown%2Dmenu%7Bmargin%2Dbottom%3A0%3Bborder%2Dtop%2Dleft%2Dradius%3A4px%3Bborder%2Dtop%2Dright%2Dradius%3A4px%3Bborder%2Dbottom%2Dright%2Dradius%3A0%3Bborder%2Dbottom%2Dleft%2Dradius%3A0%7D%2Enavbar%2Dbtn%7Bmargin%2Dtop%3A8px%3Bmargin%2Dbottom%3A8px%7D%2Enavbar%2Dbtn%2Ebtn%2Dsm%7Bmargin%2Dtop%3A10px%3Bmargin%2Dbottom%3A10px%7D%2Enavbar%2Dbtn%2Ebtn%2Dxs%7Bmargin%2Dtop%3A14px%3Bmargin%2Dbottom%3A14px%7D%2Enavbar%2Dtext%7Bmargin%2Dtop%3A15px%3Bmargin%2Dbottom%3A15px%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dtext%7Bfloat%3Aleft%3Bmargin%2Dright%3A15px%3Bmargin%2Dleft%3A15px%7D%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Enavbar%2Dleft%7Bfloat%3Aleft%21important%7D%2Enavbar%2Dright%7Bfloat%3Aright%21important%3Bmargin%2Dright%3A%2D15px%7D%2Enavbar%2Dright%7E%2Enavbar%2Dright%7Bmargin%2Dright%3A0%7D%7D%2Enavbar%2Ddefault%7Bbackground%2Dcolor%3A%23f8f8f8%3Bborder%2Dcolor%3A%23e7e7e7%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dbrand%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dbrand%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dbrand%3Ahover%7Bcolor%3A%235e5e5e%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dtext%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3Eli%3Ea%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3Eli%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3Eli%3Ea%3Ahover%7Bcolor%3A%23333%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%3Ahover%7Bcolor%3A%23555%3Bbackground%2Dcolor%3A%23e7e7e7%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23ccc%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dtoggle%7Bborder%2Dcolor%3A%23ddd%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dtoggle%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dtoggle%3Ahover%7Bbackground%2Dcolor%3A%23ddd%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dtoggle%20%2Eicon%2Dbar%7Bbackground%2Dcolor%3A%23888%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dform%7Bborder%2Dcolor%3A%23e7e7e7%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%3Ahover%7Bcolor%3A%23555%3Bbackground%2Dcolor%3A%23e7e7e7%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Ahover%7Bcolor%3A%23333%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Ahover%7Bcolor%3A%23555%3Bbackground%2Dcolor%3A%23e7e7e7%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Afocus%2C%2Enavbar%2Ddefault%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23ccc%3Bbackground%2Dcolor%3Atransparent%7D%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dlink%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Enavbar%2Dlink%3Ahover%7Bcolor%3A%23333%7D%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%7Bcolor%3A%23777%7D%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%3Afocus%2C%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%23333%7D%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%5Bdisabled%5D%3Afocus%2C%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Enavbar%2Ddefault%20%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%23ccc%7D%2Enavbar%2Dinverse%7Bbackground%2Dcolor%3A%23222%3Bborder%2Dcolor%3A%23080808%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dbrand%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dbrand%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dbrand%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dtext%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3Eli%3Ea%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3Eli%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3Eli%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eactive%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23080808%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23444%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dtoggle%7Bborder%2Dcolor%3A%23333%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dtoggle%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dtoggle%3Ahover%7Bbackground%2Dcolor%3A%23333%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dtoggle%20%2Eicon%2Dbar%7Bbackground%2Dcolor%3A%23fff%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dcollapse%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dform%7Bborder%2Dcolor%3A%23101010%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%3E%2Eopen%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23080808%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edropdown%2Dheader%7Bborder%2Dcolor%3A%23080808%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%20%2Edivider%7Bbackground%2Dcolor%3A%23080808%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3Eli%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3Atransparent%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Eactive%3Ea%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23080808%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Afocus%2C%2Enavbar%2Dinverse%20%2Enavbar%2Dnav%20%2Eopen%20%2Edropdown%2Dmenu%3E%2Edisabled%3Ea%3Ahover%7Bcolor%3A%23444%3Bbackground%2Dcolor%3Atransparent%7D%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dlink%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Enavbar%2Dlink%3Ahover%7Bcolor%3A%23fff%7D%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%7Bcolor%3A%239d9d9d%7D%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%3Afocus%2C%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%23fff%7D%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%5Bdisabled%5D%3Afocus%2C%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%5Bdisabled%5D%3Ahover%2Cfieldset%5Bdisabled%5D%20%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%3Afocus%2Cfieldset%5Bdisabled%5D%20%2Enavbar%2Dinverse%20%2Ebtn%2Dlink%3Ahover%7Bcolor%3A%23444%7D%2Ebreadcrumb%7Bpadding%3A8px%2015px%3Bmargin%2Dbottom%3A20px%3Blist%2Dstyle%3Anone%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%2Dradius%3A4px%7D%2Ebreadcrumb%3Eli%7Bdisplay%3Ainline%2Dblock%7D%2Ebreadcrumb%3Eli%2Bli%3Abefore%7Bpadding%3A0%205px%3Bcolor%3A%23ccc%3Bcontent%3A%22%2F%5C00a0%22%7D%2Ebreadcrumb%3E%2Eactive%7Bcolor%3A%23777%7D%2Epagination%7Bdisplay%3Ainline%2Dblock%3Bpadding%2Dleft%3A0%3Bmargin%3A20px%200%3Bborder%2Dradius%3A4px%7D%2Epagination%3Eli%7Bdisplay%3Ainline%7D%2Epagination%3Eli%3Ea%2C%2Epagination%3Eli%3Espan%7Bposition%3Arelative%3Bfloat%3Aleft%3Bpadding%3A6px%2012px%3Bmargin%2Dleft%3A%2D1px%3Bline%2Dheight%3A1%2E42857143%3Bcolor%3A%23337ab7%3Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%7D%2Epagination%3Eli%3Afirst%2Dchild%3Ea%2C%2Epagination%3Eli%3Afirst%2Dchild%3Espan%7Bmargin%2Dleft%3A0%3Bborder%2Dtop%2Dleft%2Dradius%3A4px%3Bborder%2Dbottom%2Dleft%2Dradius%3A4px%7D%2Epagination%3Eli%3Alast%2Dchild%3Ea%2C%2Epagination%3Eli%3Alast%2Dchild%3Espan%7Bborder%2Dtop%2Dright%2Dradius%3A4px%3Bborder%2Dbottom%2Dright%2Dradius%3A4px%7D%2Epagination%3Eli%3Ea%3Afocus%2C%2Epagination%3Eli%3Ea%3Ahover%2C%2Epagination%3Eli%3Espan%3Afocus%2C%2Epagination%3Eli%3Espan%3Ahover%7Bz%2Dindex%3A3%3Bcolor%3A%2323527c%3Bbackground%2Dcolor%3A%23eee%3Bborder%2Dcolor%3A%23ddd%7D%2Epagination%3E%2Eactive%3Ea%2C%2Epagination%3E%2Eactive%3Ea%3Afocus%2C%2Epagination%3E%2Eactive%3Ea%3Ahover%2C%2Epagination%3E%2Eactive%3Espan%2C%2Epagination%3E%2Eactive%3Espan%3Afocus%2C%2Epagination%3E%2Eactive%3Espan%3Ahover%7Bz%2Dindex%3A2%3Bcolor%3A%23fff%3Bcursor%3Adefault%3Bbackground%2Dcolor%3A%23337ab7%3Bborder%2Dcolor%3A%23337ab7%7D%2Epagination%3E%2Edisabled%3Ea%2C%2Epagination%3E%2Edisabled%3Ea%3Afocus%2C%2Epagination%3E%2Edisabled%3Ea%3Ahover%2C%2Epagination%3E%2Edisabled%3Espan%2C%2Epagination%3E%2Edisabled%3Espan%3Afocus%2C%2Epagination%3E%2Edisabled%3Espan%3Ahover%7Bcolor%3A%23777%3Bcursor%3Anot%2Dallowed%3Bbackground%2Dcolor%3A%23fff%3Bborder%2Dcolor%3A%23ddd%7D%2Epagination%2Dlg%3Eli%3Ea%2C%2Epagination%2Dlg%3Eli%3Espan%7Bpadding%3A10px%2016px%3Bfont%2Dsize%3A18px%3Bline%2Dheight%3A1%2E3333333%7D%2Epagination%2Dlg%3Eli%3Afirst%2Dchild%3Ea%2C%2Epagination%2Dlg%3Eli%3Afirst%2Dchild%3Espan%7Bborder%2Dtop%2Dleft%2Dradius%3A6px%3Bborder%2Dbottom%2Dleft%2Dradius%3A6px%7D%2Epagination%2Dlg%3Eli%3Alast%2Dchild%3Ea%2C%2Epagination%2Dlg%3Eli%3Alast%2Dchild%3Espan%7Bborder%2Dtop%2Dright%2Dradius%3A6px%3Bborder%2Dbottom%2Dright%2Dradius%3A6px%7D%2Epagination%2Dsm%3Eli%3Ea%2C%2Epagination%2Dsm%3Eli%3Espan%7Bpadding%3A5px%2010px%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A1%2E5%7D%2Epagination%2Dsm%3Eli%3Afirst%2Dchild%3Ea%2C%2Epagination%2Dsm%3Eli%3Afirst%2Dchild%3Espan%7Bborder%2Dtop%2Dleft%2Dradius%3A3px%3Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epagination%2Dsm%3Eli%3Alast%2Dchild%3Ea%2C%2Epagination%2Dsm%3Eli%3Alast%2Dchild%3Espan%7Bborder%2Dtop%2Dright%2Dradius%3A3px%3Bborder%2Dbottom%2Dright%2Dradius%3A3px%7D%2Epager%7Bpadding%2Dleft%3A0%3Bmargin%3A20px%200%3Btext%2Dalign%3Acenter%3Blist%2Dstyle%3Anone%7D%2Epager%20li%7Bdisplay%3Ainline%7D%2Epager%20li%3Ea%2C%2Epager%20li%3Espan%7Bdisplay%3Ainline%2Dblock%3Bpadding%3A5px%2014px%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%3Bborder%2Dradius%3A15px%7D%2Epager%20li%3Ea%3Afocus%2C%2Epager%20li%3Ea%3Ahover%7Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23eee%7D%2Epager%20%2Enext%3Ea%2C%2Epager%20%2Enext%3Espan%7Bfloat%3Aright%7D%2Epager%20%2Eprevious%3Ea%2C%2Epager%20%2Eprevious%3Espan%7Bfloat%3Aleft%7D%2Epager%20%2Edisabled%3Ea%2C%2Epager%20%2Edisabled%3Ea%3Afocus%2C%2Epager%20%2Edisabled%3Ea%3Ahover%2C%2Epager%20%2Edisabled%3Espan%7Bcolor%3A%23777%3Bcursor%3Anot%2Dallowed%3Bbackground%2Dcolor%3A%23fff%7D%2Elabel%7Bdisplay%3Ainline%3Bpadding%3A%2E2em%20%2E6em%20%2E3em%3Bfont%2Dsize%3A75%25%3Bfont%2Dweight%3A700%3Bline%2Dheight%3A1%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Bwhite%2Dspace%3Anowrap%3Bvertical%2Dalign%3Abaseline%3Bborder%2Dradius%3A%2E25em%7Da%2Elabel%3Afocus%2Ca%2Elabel%3Ahover%7Bcolor%3A%23fff%3Btext%2Ddecoration%3Anone%3Bcursor%3Apointer%7D%2Elabel%3Aempty%7Bdisplay%3Anone%7D%2Ebtn%20%2Elabel%7Bposition%3Arelative%3Btop%3A%2D1px%7D%2Elabel%2Ddefault%7Bbackground%2Dcolor%3A%23777%7D%2Elabel%2Ddefault%5Bhref%5D%3Afocus%2C%2Elabel%2Ddefault%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%235e5e5e%7D%2Elabel%2Dprimary%7Bbackground%2Dcolor%3A%23337ab7%7D%2Elabel%2Dprimary%5Bhref%5D%3Afocus%2C%2Elabel%2Dprimary%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%23286090%7D%2Elabel%2Dsuccess%7Bbackground%2Dcolor%3A%235cb85c%7D%2Elabel%2Dsuccess%5Bhref%5D%3Afocus%2C%2Elabel%2Dsuccess%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%23449d44%7D%2Elabel%2Dinfo%7Bbackground%2Dcolor%3A%235bc0de%7D%2Elabel%2Dinfo%5Bhref%5D%3Afocus%2C%2Elabel%2Dinfo%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%2331b0d5%7D%2Elabel%2Dwarning%7Bbackground%2Dcolor%3A%23f0ad4e%7D%2Elabel%2Dwarning%5Bhref%5D%3Afocus%2C%2Elabel%2Dwarning%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%23ec971f%7D%2Elabel%2Ddanger%7Bbackground%2Dcolor%3A%23d9534f%7D%2Elabel%2Ddanger%5Bhref%5D%3Afocus%2C%2Elabel%2Ddanger%5Bhref%5D%3Ahover%7Bbackground%2Dcolor%3A%23c9302c%7D%2Ebadge%7Bdisplay%3Ainline%2Dblock%3Bmin%2Dwidth%3A10px%3Bpadding%3A3px%207px%3Bfont%2Dsize%3A12px%3Bfont%2Dweight%3A700%3Bline%2Dheight%3A1%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Bwhite%2Dspace%3Anowrap%3Bvertical%2Dalign%3Amiddle%3Bbackground%2Dcolor%3A%23777%3Bborder%2Dradius%3A10px%7D%2Ebadge%3Aempty%7Bdisplay%3Anone%7D%2Ebtn%20%2Ebadge%7Bposition%3Arelative%3Btop%3A%2D1px%7D%2Ebtn%2Dgroup%2Dxs%3E%2Ebtn%20%2Ebadge%2C%2Ebtn%2Dxs%20%2Ebadge%7Btop%3A0%3Bpadding%3A1px%205px%7Da%2Ebadge%3Afocus%2Ca%2Ebadge%3Ahover%7Bcolor%3A%23fff%3Btext%2Ddecoration%3Anone%3Bcursor%3Apointer%7D%2Elist%2Dgroup%2Ditem%2Eactive%3E%2Ebadge%2C%2Enav%2Dpills%3E%2Eactive%3Ea%3E%2Ebadge%7Bcolor%3A%23337ab7%3Bbackground%2Dcolor%3A%23fff%7D%2Elist%2Dgroup%2Ditem%3E%2Ebadge%7Bfloat%3Aright%7D%2Elist%2Dgroup%2Ditem%3E%2Ebadge%2B%2Ebadge%7Bmargin%2Dright%3A5px%7D%2Enav%2Dpills%3Eli%3Ea%3E%2Ebadge%7Bmargin%2Dleft%3A3px%7D%2Ejumbotron%7Bpadding%2Dtop%3A30px%3Bpadding%2Dbottom%3A30px%3Bmargin%2Dbottom%3A30px%3Bcolor%3Ainherit%3Bbackground%2Dcolor%3A%23eee%7D%2Ejumbotron%20%2Eh1%2C%2Ejumbotron%20h1%7Bcolor%3Ainherit%7D%2Ejumbotron%20p%7Bmargin%2Dbottom%3A15px%3Bfont%2Dsize%3A21px%3Bfont%2Dweight%3A200%7D%2Ejumbotron%3Ehr%7Bborder%2Dtop%2Dcolor%3A%23d5d5d5%7D%2Econtainer%20%2Ejumbotron%2C%2Econtainer%2Dfluid%20%2Ejumbotron%7Bborder%2Dradius%3A6px%7D%2Ejumbotron%20%2Econtainer%7Bmax%2Dwidth%3A100%25%7D%40media%20screen%20and%20%28min%2Dwidth%3A768px%29%7B%2Ejumbotron%7Bpadding%2Dtop%3A48px%3Bpadding%2Dbottom%3A48px%7D%2Econtainer%20%2Ejumbotron%2C%2Econtainer%2Dfluid%20%2Ejumbotron%7Bpadding%2Dright%3A60px%3Bpadding%2Dleft%3A60px%7D%2Ejumbotron%20%2Eh1%2C%2Ejumbotron%20h1%7Bfont%2Dsize%3A63px%7D%7D%2Ethumbnail%7Bdisplay%3Ablock%3Bpadding%3A4px%3Bmargin%2Dbottom%3A20px%3Bline%2Dheight%3A1%2E42857143%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dtransition%3Aborder%20%2E2s%20ease%2Din%2Dout%3B%2Do%2Dtransition%3Aborder%20%2E2s%20ease%2Din%2Dout%3Btransition%3Aborder%20%2E2s%20ease%2Din%2Dout%7D%2Ethumbnail%20a%3Eimg%2C%2Ethumbnail%3Eimg%7Bmargin%2Dright%3Aauto%3Bmargin%2Dleft%3Aauto%7Da%2Ethumbnail%2Eactive%2Ca%2Ethumbnail%3Afocus%2Ca%2Ethumbnail%3Ahover%7Bborder%2Dcolor%3A%23337ab7%7D%2Ethumbnail%20%2Ecaption%7Bpadding%3A9px%3Bcolor%3A%23333%7D%2Ealert%7Bpadding%3A15px%3Bmargin%2Dbottom%3A20px%3Bborder%3A1px%20solid%20transparent%3Bborder%2Dradius%3A4px%7D%2Ealert%20h4%7Bmargin%2Dtop%3A0%3Bcolor%3Ainherit%7D%2Ealert%20%2Ealert%2Dlink%7Bfont%2Dweight%3A700%7D%2Ealert%3Ep%2C%2Ealert%3Eul%7Bmargin%2Dbottom%3A0%7D%2Ealert%3Ep%2Bp%7Bmargin%2Dtop%3A5px%7D%2Ealert%2Ddismissable%2C%2Ealert%2Ddismissible%7Bpadding%2Dright%3A35px%7D%2Ealert%2Ddismissable%20%2Eclose%2C%2Ealert%2Ddismissible%20%2Eclose%7Bposition%3Arelative%3Btop%3A%2D2px%3Bright%3A%2D21px%3Bcolor%3Ainherit%7D%2Ealert%2Dsuccess%7Bcolor%3A%233c763d%3Bbackground%2Dcolor%3A%23dff0d8%3Bborder%2Dcolor%3A%23d6e9c6%7D%2Ealert%2Dsuccess%20hr%7Bborder%2Dtop%2Dcolor%3A%23c9e2b3%7D%2Ealert%2Dsuccess%20%2Ealert%2Dlink%7Bcolor%3A%232b542c%7D%2Ealert%2Dinfo%7Bcolor%3A%2331708f%3Bbackground%2Dcolor%3A%23d9edf7%3Bborder%2Dcolor%3A%23bce8f1%7D%2Ealert%2Dinfo%20hr%7Bborder%2Dtop%2Dcolor%3A%23a6e1ec%7D%2Ealert%2Dinfo%20%2Ealert%2Dlink%7Bcolor%3A%23245269%7D%2Ealert%2Dwarning%7Bcolor%3A%238a6d3b%3Bbackground%2Dcolor%3A%23fcf8e3%3Bborder%2Dcolor%3A%23faebcc%7D%2Ealert%2Dwarning%20hr%7Bborder%2Dtop%2Dcolor%3A%23f7e1b5%7D%2Ealert%2Dwarning%20%2Ealert%2Dlink%7Bcolor%3A%2366512c%7D%2Ealert%2Ddanger%7Bcolor%3A%23a94442%3Bbackground%2Dcolor%3A%23f2dede%3Bborder%2Dcolor%3A%23ebccd1%7D%2Ealert%2Ddanger%20hr%7Bborder%2Dtop%2Dcolor%3A%23e4b9c0%7D%2Ealert%2Ddanger%20%2Ealert%2Dlink%7Bcolor%3A%23843534%7D%40%2Dwebkit%2Dkeyframes%20progress%2Dbar%2Dstripes%7Bfrom%7Bbackground%2Dposition%3A40px%200%7Dto%7Bbackground%2Dposition%3A0%200%7D%7D%40%2Do%2Dkeyframes%20progress%2Dbar%2Dstripes%7Bfrom%7Bbackground%2Dposition%3A40px%200%7Dto%7Bbackground%2Dposition%3A0%200%7D%7D%40keyframes%20progress%2Dbar%2Dstripes%7Bfrom%7Bbackground%2Dposition%3A40px%200%7Dto%7Bbackground%2Dposition%3A0%200%7D%7D%2Eprogress%7Bheight%3A20px%3Bmargin%2Dbottom%3A20px%3Boverflow%3Ahidden%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%202px%20rgba%280%2C0%2C0%2C%2E1%29%3Bbox%2Dshadow%3Ainset%200%201px%202px%20rgba%280%2C0%2C0%2C%2E1%29%7D%2Eprogress%2Dbar%7Bfloat%3Aleft%3Bwidth%3A0%3Bheight%3A100%25%3Bfont%2Dsize%3A12px%3Bline%2Dheight%3A20px%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Bbackground%2Dcolor%3A%23337ab7%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%20%2D1px%200%20rgba%280%2C0%2C0%2C%2E15%29%3Bbox%2Dshadow%3Ainset%200%20%2D1px%200%20rgba%280%2C0%2C0%2C%2E15%29%3B%2Dwebkit%2Dtransition%3Awidth%20%2E6s%20ease%3B%2Do%2Dtransition%3Awidth%20%2E6s%20ease%3Btransition%3Awidth%20%2E6s%20ease%7D%2Eprogress%2Dbar%2Dstriped%2C%2Eprogress%2Dstriped%20%2Eprogress%2Dbar%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3Alinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3B%2Dwebkit%2Dbackground%2Dsize%3A40px%2040px%3Bbackground%2Dsize%3A40px%2040px%7D%2Eprogress%2Dbar%2Eactive%2C%2Eprogress%2Eactive%20%2Eprogress%2Dbar%7B%2Dwebkit%2Danimation%3Aprogress%2Dbar%2Dstripes%202s%20linear%20infinite%3B%2Do%2Danimation%3Aprogress%2Dbar%2Dstripes%202s%20linear%20infinite%3Banimation%3Aprogress%2Dbar%2Dstripes%202s%20linear%20infinite%7D%2Eprogress%2Dbar%2Dsuccess%7Bbackground%2Dcolor%3A%235cb85c%7D%2Eprogress%2Dstriped%20%2Eprogress%2Dbar%2Dsuccess%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3Alinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%7D%2Eprogress%2Dbar%2Dinfo%7Bbackground%2Dcolor%3A%235bc0de%7D%2Eprogress%2Dstriped%20%2Eprogress%2Dbar%2Dinfo%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3Alinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%7D%2Eprogress%2Dbar%2Dwarning%7Bbackground%2Dcolor%3A%23f0ad4e%7D%2Eprogress%2Dstriped%20%2Eprogress%2Dbar%2Dwarning%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3Alinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%7D%2Eprogress%2Dbar%2Ddanger%7Bbackground%2Dcolor%3A%23d9534f%7D%2Eprogress%2Dstriped%20%2Eprogress%2Dbar%2Ddanger%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%3Bbackground%2Dimage%3Alinear%2Dgradient%2845deg%2Crgba%28255%2C255%2C255%2C%2E15%29%2025%25%2Ctransparent%2025%25%2Ctransparent%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2050%25%2Crgba%28255%2C255%2C255%2C%2E15%29%2075%25%2Ctransparent%2075%25%2Ctransparent%29%7D%2Emedia%7Bmargin%2Dtop%3A15px%7D%2Emedia%3Afirst%2Dchild%7Bmargin%2Dtop%3A0%7D%2Emedia%2C%2Emedia%2Dbody%7Boverflow%3Ahidden%3Bzoom%3A1%7D%2Emedia%2Dbody%7Bwidth%3A10000px%7D%2Emedia%2Dobject%7Bdisplay%3Ablock%7D%2Emedia%2Dobject%2Eimg%2Dthumbnail%7Bmax%2Dwidth%3Anone%7D%2Emedia%2Dright%2C%2Emedia%3E%2Epull%2Dright%7Bpadding%2Dleft%3A10px%7D%2Emedia%2Dleft%2C%2Emedia%3E%2Epull%2Dleft%7Bpadding%2Dright%3A10px%7D%2Emedia%2Dbody%2C%2Emedia%2Dleft%2C%2Emedia%2Dright%7Bdisplay%3Atable%2Dcell%3Bvertical%2Dalign%3Atop%7D%2Emedia%2Dmiddle%7Bvertical%2Dalign%3Amiddle%7D%2Emedia%2Dbottom%7Bvertical%2Dalign%3Abottom%7D%2Emedia%2Dheading%7Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A5px%7D%2Emedia%2Dlist%7Bpadding%2Dleft%3A0%3Blist%2Dstyle%3Anone%7D%2Elist%2Dgroup%7Bpadding%2Dleft%3A0%3Bmargin%2Dbottom%3A20px%7D%2Elist%2Dgroup%2Ditem%7Bposition%3Arelative%3Bdisplay%3Ablock%3Bpadding%3A10px%2015px%3Bmargin%2Dbottom%3A%2D1px%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20%23ddd%7D%2Elist%2Dgroup%2Ditem%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A4px%3Bborder%2Dtop%2Dright%2Dradius%3A4px%7D%2Elist%2Dgroup%2Ditem%3Alast%2Dchild%7Bmargin%2Dbottom%3A0%3Bborder%2Dbottom%2Dright%2Dradius%3A4px%3Bborder%2Dbottom%2Dleft%2Dradius%3A4px%7Da%2Elist%2Dgroup%2Ditem%2Cbutton%2Elist%2Dgroup%2Ditem%7Bcolor%3A%23555%7Da%2Elist%2Dgroup%2Ditem%20%2Elist%2Dgroup%2Ditem%2Dheading%2Cbutton%2Elist%2Dgroup%2Ditem%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3A%23333%7Da%2Elist%2Dgroup%2Ditem%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%3Ahover%7Bcolor%3A%23555%3Btext%2Ddecoration%3Anone%3Bbackground%2Dcolor%3A%23f5f5f5%7Dbutton%2Elist%2Dgroup%2Ditem%7Bwidth%3A100%25%3Btext%2Dalign%3Aleft%7D%2Elist%2Dgroup%2Ditem%2Edisabled%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Afocus%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Ahover%7Bcolor%3A%23777%3Bcursor%3Anot%2Dallowed%3Bbackground%2Dcolor%3A%23eee%7D%2Elist%2Dgroup%2Ditem%2Edisabled%20%2Elist%2Dgroup%2Ditem%2Dheading%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dheading%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3Ainherit%7D%2Elist%2Dgroup%2Ditem%2Edisabled%20%2Elist%2Dgroup%2Ditem%2Dtext%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dtext%2C%2Elist%2Dgroup%2Ditem%2Edisabled%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dtext%7Bcolor%3A%23777%7D%2Elist%2Dgroup%2Ditem%2Eactive%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Afocus%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Ahover%7Bz%2Dindex%3A2%3Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23337ab7%3Bborder%2Dcolor%3A%23337ab7%7D%2Elist%2Dgroup%2Ditem%2Eactive%20%2Elist%2Dgroup%2Ditem%2Dheading%2C%2Elist%2Dgroup%2Ditem%2Eactive%20%2Elist%2Dgroup%2Ditem%2Dheading%3E%2Esmall%2C%2Elist%2Dgroup%2Ditem%2Eactive%20%2Elist%2Dgroup%2Ditem%2Dheading%3Esmall%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dheading%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dheading%3E%2Esmall%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dheading%3Esmall%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dheading%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dheading%3E%2Esmall%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dheading%3Esmall%7Bcolor%3Ainherit%7D%2Elist%2Dgroup%2Ditem%2Eactive%20%2Elist%2Dgroup%2Ditem%2Dtext%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Afocus%20%2Elist%2Dgroup%2Ditem%2Dtext%2C%2Elist%2Dgroup%2Ditem%2Eactive%3Ahover%20%2Elist%2Dgroup%2Ditem%2Dtext%7Bcolor%3A%23c7ddef%7D%2Elist%2Dgroup%2Ditem%2Dsuccess%7Bcolor%3A%233c763d%3Bbackground%2Dcolor%3A%23dff0d8%7Da%2Elist%2Dgroup%2Ditem%2Dsuccess%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%7Bcolor%3A%233c763d%7Da%2Elist%2Dgroup%2Ditem%2Dsuccess%20%2Elist%2Dgroup%2Ditem%2Dheading%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3Ainherit%7Da%2Elist%2Dgroup%2Ditem%2Dsuccess%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dsuccess%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%3Ahover%7Bcolor%3A%233c763d%3Bbackground%2Dcolor%3A%23d0e9c6%7Da%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%2Ca%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dsuccess%2Eactive%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%233c763d%3Bborder%2Dcolor%3A%233c763d%7D%2Elist%2Dgroup%2Ditem%2Dinfo%7Bcolor%3A%2331708f%3Bbackground%2Dcolor%3A%23d9edf7%7Da%2Elist%2Dgroup%2Ditem%2Dinfo%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%7Bcolor%3A%2331708f%7Da%2Elist%2Dgroup%2Ditem%2Dinfo%20%2Elist%2Dgroup%2Ditem%2Dheading%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3Ainherit%7Da%2Elist%2Dgroup%2Ditem%2Dinfo%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dinfo%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%3Ahover%7Bcolor%3A%2331708f%3Bbackground%2Dcolor%3A%23c4e3f3%7Da%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%2Ca%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dinfo%2Eactive%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%2331708f%3Bborder%2Dcolor%3A%2331708f%7D%2Elist%2Dgroup%2Ditem%2Dwarning%7Bcolor%3A%238a6d3b%3Bbackground%2Dcolor%3A%23fcf8e3%7Da%2Elist%2Dgroup%2Ditem%2Dwarning%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%7Bcolor%3A%238a6d3b%7Da%2Elist%2Dgroup%2Ditem%2Dwarning%20%2Elist%2Dgroup%2Ditem%2Dheading%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3Ainherit%7Da%2Elist%2Dgroup%2Ditem%2Dwarning%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dwarning%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%3Ahover%7Bcolor%3A%238a6d3b%3Bbackground%2Dcolor%3A%23faf2cc%7Da%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%2Ca%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Dwarning%2Eactive%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%238a6d3b%3Bborder%2Dcolor%3A%238a6d3b%7D%2Elist%2Dgroup%2Ditem%2Ddanger%7Bcolor%3A%23a94442%3Bbackground%2Dcolor%3A%23f2dede%7Da%2Elist%2Dgroup%2Ditem%2Ddanger%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%7Bcolor%3A%23a94442%7Da%2Elist%2Dgroup%2Ditem%2Ddanger%20%2Elist%2Dgroup%2Ditem%2Dheading%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%20%2Elist%2Dgroup%2Ditem%2Dheading%7Bcolor%3Ainherit%7Da%2Elist%2Dgroup%2Ditem%2Ddanger%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Ddanger%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%3Ahover%7Bcolor%3A%23a94442%3Bbackground%2Dcolor%3A%23ebcccc%7Da%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%2Ca%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%3Afocus%2Ca%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%3Ahover%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%3Afocus%2Cbutton%2Elist%2Dgroup%2Ditem%2Ddanger%2Eactive%3Ahover%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23a94442%3Bborder%2Dcolor%3A%23a94442%7D%2Elist%2Dgroup%2Ditem%2Dheading%7Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A5px%7D%2Elist%2Dgroup%2Ditem%2Dtext%7Bmargin%2Dbottom%3A0%3Bline%2Dheight%3A1%2E3%7D%2Epanel%7Bmargin%2Dbottom%3A20px%3Bbackground%2Dcolor%3A%23fff%3Bborder%3A1px%20solid%20transparent%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dbox%2Dshadow%3A0%201px%201px%20rgba%280%2C0%2C0%2C%2E05%29%3Bbox%2Dshadow%3A0%201px%201px%20rgba%280%2C0%2C0%2C%2E05%29%7D%2Epanel%2Dbody%7Bpadding%3A15px%7D%2Epanel%2Dheading%7Bpadding%3A10px%2015px%3Bborder%2Dbottom%3A1px%20solid%20transparent%3Bborder%2Dtop%2Dleft%2Dradius%3A3px%3Bborder%2Dtop%2Dright%2Dradius%3A3px%7D%2Epanel%2Dheading%3E%2Edropdown%20%2Edropdown%2Dtoggle%7Bcolor%3Ainherit%7D%2Epanel%2Dtitle%7Bmargin%2Dtop%3A0%3Bmargin%2Dbottom%3A0%3Bfont%2Dsize%3A16px%3Bcolor%3Ainherit%7D%2Epanel%2Dtitle%3E%2Esmall%2C%2Epanel%2Dtitle%3E%2Esmall%3Ea%2C%2Epanel%2Dtitle%3Ea%2C%2Epanel%2Dtitle%3Esmall%2C%2Epanel%2Dtitle%3Esmall%3Ea%7Bcolor%3Ainherit%7D%2Epanel%2Dfooter%7Bpadding%3A10px%2015px%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%2Dtop%3A1px%20solid%20%23ddd%3Bborder%2Dbottom%2Dright%2Dradius%3A3px%3Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Elist%2Dgroup%2C%2Epanel%3E%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%7Bmargin%2Dbottom%3A0%7D%2Epanel%3E%2Elist%2Dgroup%20%2Elist%2Dgroup%2Ditem%2C%2Epanel%3E%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%20%2Elist%2Dgroup%2Ditem%7Bborder%2Dwidth%3A1px%200%3Bborder%2Dradius%3A0%7D%2Epanel%3E%2Elist%2Dgroup%3Afirst%2Dchild%20%2Elist%2Dgroup%2Ditem%3Afirst%2Dchild%2C%2Epanel%3E%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%3Afirst%2Dchild%20%2Elist%2Dgroup%2Ditem%3Afirst%2Dchild%7Bborder%2Dtop%3A0%3Bborder%2Dtop%2Dleft%2Dradius%3A3px%3Bborder%2Dtop%2Dright%2Dradius%3A3px%7D%2Epanel%3E%2Elist%2Dgroup%3Alast%2Dchild%20%2Elist%2Dgroup%2Ditem%3Alast%2Dchild%2C%2Epanel%3E%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%3Alast%2Dchild%20%2Elist%2Dgroup%2Ditem%3Alast%2Dchild%7Bborder%2Dbottom%3A0%3Bborder%2Dbottom%2Dright%2Dradius%3A3px%3Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%20%2Elist%2Dgroup%2Ditem%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A0%3Bborder%2Dtop%2Dright%2Dradius%3A0%7D%2Epanel%2Dheading%2B%2Elist%2Dgroup%20%2Elist%2Dgroup%2Ditem%3Afirst%2Dchild%7Bborder%2Dtop%2Dwidth%3A0%7D%2Elist%2Dgroup%2B%2Epanel%2Dfooter%7Bborder%2Dtop%2Dwidth%3A0%7D%2Epanel%3E%2Epanel%2Dcollapse%3E%2Etable%2C%2Epanel%3E%2Etable%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%7Bmargin%2Dbottom%3A0%7D%2Epanel%3E%2Epanel%2Dcollapse%3E%2Etable%20caption%2C%2Epanel%3E%2Etable%20caption%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%20caption%7Bpadding%2Dright%3A15px%3Bpadding%2Dleft%3A15px%7D%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A3px%3Bborder%2Dtop%2Dright%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A3px%3Bborder%2Dtop%2Dright%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Afirst%2Dchild%7Bborder%2Dtop%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Afirst%2Dchild%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Afirst%2Dchild%3Ethead%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%3Alast%2Dchild%7Bborder%2Dtop%2Dright%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%7Bborder%2Dbottom%2Dright%2Dradius%3A3px%3Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%7Bborder%2Dbottom%2Dright%2Dradius%3A3px%3Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Afirst%2Dchild%7Bborder%2Dbottom%2Dleft%2Dradius%3A3px%7D%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3Alast%2Dchild%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etbody%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20td%3Alast%2Dchild%2C%2Epanel%3E%2Etable%3Alast%2Dchild%3Etfoot%3Alast%2Dchild%3Etr%3Alast%2Dchild%20th%3Alast%2Dchild%7Bborder%2Dbottom%2Dright%2Dradius%3A3px%7D%2Epanel%3E%2Epanel%2Dbody%2B%2Etable%2C%2Epanel%3E%2Epanel%2Dbody%2B%2Etable%2Dresponsive%2C%2Epanel%3E%2Etable%2B%2Epanel%2Dbody%2C%2Epanel%3E%2Etable%2Dresponsive%2B%2Epanel%2Dbody%7Bborder%2Dtop%3A1px%20solid%20%23ddd%7D%2Epanel%3E%2Etable%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20td%2C%2Epanel%3E%2Etable%3Etbody%3Afirst%2Dchild%3Etr%3Afirst%2Dchild%20th%7Bborder%2Dtop%3A0%7D%2Epanel%3E%2Etable%2Dbordered%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%7Bborder%3A0%7D%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Afirst%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Afirst%2Dchild%7Bborder%2Dleft%3A0%7D%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Eth%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Eth%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Etd%3Alast%2Dchild%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Eth%3Alast%2Dchild%7Bborder%2Dright%3A0%7D%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Afirst%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Afirst%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Afirst%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dbordered%3Ethead%3Etr%3Afirst%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Afirst%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Afirst%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Afirst%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Ethead%3Etr%3Afirst%2Dchild%3Eth%7Bborder%2Dbottom%3A0%7D%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etbody%3Etr%3Alast%2Dchild%3Eth%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Etd%2C%2Epanel%3E%2Etable%2Dresponsive%3E%2Etable%2Dbordered%3Etfoot%3Etr%3Alast%2Dchild%3Eth%7Bborder%2Dbottom%3A0%7D%2Epanel%3E%2Etable%2Dresponsive%7Bmargin%2Dbottom%3A0%3Bborder%3A0%7D%2Epanel%2Dgroup%7Bmargin%2Dbottom%3A20px%7D%2Epanel%2Dgroup%20%2Epanel%7Bmargin%2Dbottom%3A0%3Bborder%2Dradius%3A4px%7D%2Epanel%2Dgroup%20%2Epanel%2B%2Epanel%7Bmargin%2Dtop%3A5px%7D%2Epanel%2Dgroup%20%2Epanel%2Dheading%7Bborder%2Dbottom%3A0%7D%2Epanel%2Dgroup%20%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Elist%2Dgroup%2C%2Epanel%2Dgroup%20%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%3A1px%20solid%20%23ddd%7D%2Epanel%2Dgroup%20%2Epanel%2Dfooter%7Bborder%2Dtop%3A0%7D%2Epanel%2Dgroup%20%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%20%2Epanel%2Dbody%7Bborder%2Dbottom%3A1px%20solid%20%23ddd%7D%2Epanel%2Ddefault%7Bborder%2Dcolor%3A%23ddd%7D%2Epanel%2Ddefault%3E%2Epanel%2Dheading%7Bcolor%3A%23333%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%2Dcolor%3A%23ddd%7D%2Epanel%2Ddefault%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23ddd%7D%2Epanel%2Ddefault%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23f5f5f5%3Bbackground%2Dcolor%3A%23333%7D%2Epanel%2Ddefault%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23ddd%7D%2Epanel%2Dprimary%7Bborder%2Dcolor%3A%23337ab7%7D%2Epanel%2Dprimary%3E%2Epanel%2Dheading%7Bcolor%3A%23fff%3Bbackground%2Dcolor%3A%23337ab7%3Bborder%2Dcolor%3A%23337ab7%7D%2Epanel%2Dprimary%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23337ab7%7D%2Epanel%2Dprimary%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23337ab7%3Bbackground%2Dcolor%3A%23fff%7D%2Epanel%2Dprimary%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23337ab7%7D%2Epanel%2Dsuccess%7Bborder%2Dcolor%3A%23d6e9c6%7D%2Epanel%2Dsuccess%3E%2Epanel%2Dheading%7Bcolor%3A%233c763d%3Bbackground%2Dcolor%3A%23dff0d8%3Bborder%2Dcolor%3A%23d6e9c6%7D%2Epanel%2Dsuccess%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23d6e9c6%7D%2Epanel%2Dsuccess%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23dff0d8%3Bbackground%2Dcolor%3A%233c763d%7D%2Epanel%2Dsuccess%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23d6e9c6%7D%2Epanel%2Dinfo%7Bborder%2Dcolor%3A%23bce8f1%7D%2Epanel%2Dinfo%3E%2Epanel%2Dheading%7Bcolor%3A%2331708f%3Bbackground%2Dcolor%3A%23d9edf7%3Bborder%2Dcolor%3A%23bce8f1%7D%2Epanel%2Dinfo%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23bce8f1%7D%2Epanel%2Dinfo%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23d9edf7%3Bbackground%2Dcolor%3A%2331708f%7D%2Epanel%2Dinfo%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23bce8f1%7D%2Epanel%2Dwarning%7Bborder%2Dcolor%3A%23faebcc%7D%2Epanel%2Dwarning%3E%2Epanel%2Dheading%7Bcolor%3A%238a6d3b%3Bbackground%2Dcolor%3A%23fcf8e3%3Bborder%2Dcolor%3A%23faebcc%7D%2Epanel%2Dwarning%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23faebcc%7D%2Epanel%2Dwarning%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23fcf8e3%3Bbackground%2Dcolor%3A%238a6d3b%7D%2Epanel%2Dwarning%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23faebcc%7D%2Epanel%2Ddanger%7Bborder%2Dcolor%3A%23ebccd1%7D%2Epanel%2Ddanger%3E%2Epanel%2Dheading%7Bcolor%3A%23a94442%3Bbackground%2Dcolor%3A%23f2dede%3Bborder%2Dcolor%3A%23ebccd1%7D%2Epanel%2Ddanger%3E%2Epanel%2Dheading%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dtop%2Dcolor%3A%23ebccd1%7D%2Epanel%2Ddanger%3E%2Epanel%2Dheading%20%2Ebadge%7Bcolor%3A%23f2dede%3Bbackground%2Dcolor%3A%23a94442%7D%2Epanel%2Ddanger%3E%2Epanel%2Dfooter%2B%2Epanel%2Dcollapse%3E%2Epanel%2Dbody%7Bborder%2Dbottom%2Dcolor%3A%23ebccd1%7D%2Eembed%2Dresponsive%7Bposition%3Arelative%3Bdisplay%3Ablock%3Bheight%3A0%3Bpadding%3A0%3Boverflow%3Ahidden%7D%2Eembed%2Dresponsive%20%2Eembed%2Dresponsive%2Ditem%2C%2Eembed%2Dresponsive%20embed%2C%2Eembed%2Dresponsive%20iframe%2C%2Eembed%2Dresponsive%20object%2C%2Eembed%2Dresponsive%20video%7Bposition%3Aabsolute%3Btop%3A0%3Bbottom%3A0%3Bleft%3A0%3Bwidth%3A100%25%3Bheight%3A100%25%3Bborder%3A0%7D%2Eembed%2Dresponsive%2D16by9%7Bpadding%2Dbottom%3A56%2E25%25%7D%2Eembed%2Dresponsive%2D4by3%7Bpadding%2Dbottom%3A75%25%7D%2Ewell%7Bmin%2Dheight%3A20px%3Bpadding%3A19px%3Bmargin%2Dbottom%3A20px%3Bbackground%2Dcolor%3A%23f5f5f5%3Bborder%3A1px%20solid%20%23e3e3e3%3Bborder%2Dradius%3A4px%3B%2Dwebkit%2Dbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E05%29%3Bbox%2Dshadow%3Ainset%200%201px%201px%20rgba%280%2C0%2C0%2C%2E05%29%7D%2Ewell%20blockquote%7Bborder%2Dcolor%3A%23ddd%3Bborder%2Dcolor%3Argba%280%2C0%2C0%2C%2E15%29%7D%2Ewell%2Dlg%7Bpadding%3A24px%3Bborder%2Dradius%3A6px%7D%2Ewell%2Dsm%7Bpadding%3A9px%3Bborder%2Dradius%3A3px%7D%2Eclose%7Bfloat%3Aright%3Bfont%2Dsize%3A21px%3Bfont%2Dweight%3A700%3Bline%2Dheight%3A1%3Bcolor%3A%23000%3Btext%2Dshadow%3A0%201px%200%20%23fff%3Bfilter%3Aalpha%28opacity%3D20%29%3Bopacity%3A%2E2%7D%2Eclose%3Afocus%2C%2Eclose%3Ahover%7Bcolor%3A%23000%3Btext%2Ddecoration%3Anone%3Bcursor%3Apointer%3Bfilter%3Aalpha%28opacity%3D50%29%3Bopacity%3A%2E5%7Dbutton%2Eclose%7B%2Dwebkit%2Dappearance%3Anone%3Bpadding%3A0%3Bcursor%3Apointer%3Bbackground%3A0%200%3Bborder%3A0%7D%2Emodal%2Dopen%7Boverflow%3Ahidden%7D%2Emodal%7Bposition%3Afixed%3Btop%3A0%3Bright%3A0%3Bbottom%3A0%3Bleft%3A0%3Bz%2Dindex%3A1050%3Bdisplay%3Anone%3Boverflow%3Ahidden%3B%2Dwebkit%2Doverflow%2Dscrolling%3Atouch%3Boutline%3A0%7D%2Emodal%2Efade%20%2Emodal%2Ddialog%7B%2Dwebkit%2Dtransition%3A%2Dwebkit%2Dtransform%20%2E3s%20ease%2Dout%3B%2Do%2Dtransition%3A%2Do%2Dtransform%20%2E3s%20ease%2Dout%3Btransition%3Atransform%20%2E3s%20ease%2Dout%3B%2Dwebkit%2Dtransform%3Atranslate%280%2C%2D25%25%29%3B%2Dms%2Dtransform%3Atranslate%280%2C%2D25%25%29%3B%2Do%2Dtransform%3Atranslate%280%2C%2D25%25%29%3Btransform%3Atranslate%280%2C%2D25%25%29%7D%2Emodal%2Ein%20%2Emodal%2Ddialog%7B%2Dwebkit%2Dtransform%3Atranslate%280%2C0%29%3B%2Dms%2Dtransform%3Atranslate%280%2C0%29%3B%2Do%2Dtransform%3Atranslate%280%2C0%29%3Btransform%3Atranslate%280%2C0%29%7D%2Emodal%2Dopen%20%2Emodal%7Boverflow%2Dx%3Ahidden%3Boverflow%2Dy%3Aauto%7D%2Emodal%2Ddialog%7Bposition%3Arelative%3Bwidth%3Aauto%3Bmargin%3A10px%7D%2Emodal%2Dcontent%7Bposition%3Arelative%3Bbackground%2Dcolor%3A%23fff%3B%2Dwebkit%2Dbackground%2Dclip%3Apadding%2Dbox%3Bbackground%2Dclip%3Apadding%2Dbox%3Bborder%3A1px%20solid%20%23999%3Bborder%3A1px%20solid%20rgba%280%2C0%2C0%2C%2E2%29%3Bborder%2Dradius%3A6px%3Boutline%3A0%3B%2Dwebkit%2Dbox%2Dshadow%3A0%203px%209px%20rgba%280%2C0%2C0%2C%2E5%29%3Bbox%2Dshadow%3A0%203px%209px%20rgba%280%2C0%2C0%2C%2E5%29%7D%2Emodal%2Dbackdrop%7Bposition%3Afixed%3Btop%3A0%3Bright%3A0%3Bbottom%3A0%3Bleft%3A0%3Bz%2Dindex%3A1040%3Bbackground%2Dcolor%3A%23000%7D%2Emodal%2Dbackdrop%2Efade%7Bfilter%3Aalpha%28opacity%3D0%29%3Bopacity%3A0%7D%2Emodal%2Dbackdrop%2Ein%7Bfilter%3Aalpha%28opacity%3D50%29%3Bopacity%3A%2E5%7D%2Emodal%2Dheader%7Bmin%2Dheight%3A16%2E43px%3Bpadding%3A15px%3Bborder%2Dbottom%3A1px%20solid%20%23e5e5e5%7D%2Emodal%2Dheader%20%2Eclose%7Bmargin%2Dtop%3A%2D2px%7D%2Emodal%2Dtitle%7Bmargin%3A0%3Bline%2Dheight%3A1%2E42857143%7D%2Emodal%2Dbody%7Bposition%3Arelative%3Bpadding%3A15px%7D%2Emodal%2Dfooter%7Bpadding%3A15px%3Btext%2Dalign%3Aright%3Bborder%2Dtop%3A1px%20solid%20%23e5e5e5%7D%2Emodal%2Dfooter%20%2Ebtn%2B%2Ebtn%7Bmargin%2Dbottom%3A0%3Bmargin%2Dleft%3A5px%7D%2Emodal%2Dfooter%20%2Ebtn%2Dgroup%20%2Ebtn%2B%2Ebtn%7Bmargin%2Dleft%3A%2D1px%7D%2Emodal%2Dfooter%20%2Ebtn%2Dblock%2B%2Ebtn%2Dblock%7Bmargin%2Dleft%3A0%7D%2Emodal%2Dscrollbar%2Dmeasure%7Bposition%3Aabsolute%3Btop%3A%2D9999px%3Bwidth%3A50px%3Bheight%3A50px%3Boverflow%3Ascroll%7D%40media%20%28min%2Dwidth%3A768px%29%7B%2Emodal%2Ddialog%7Bwidth%3A600px%3Bmargin%3A30px%20auto%7D%2Emodal%2Dcontent%7B%2Dwebkit%2Dbox%2Dshadow%3A0%205px%2015px%20rgba%280%2C0%2C0%2C%2E5%29%3Bbox%2Dshadow%3A0%205px%2015px%20rgba%280%2C0%2C0%2C%2E5%29%7D%2Emodal%2Dsm%7Bwidth%3A300px%7D%7D%40media%20%28min%2Dwidth%3A992px%29%7B%2Emodal%2Dlg%7Bwidth%3A900px%7D%7D%2Etooltip%7Bposition%3Aabsolute%3Bz%2Dindex%3A1070%3Bdisplay%3Ablock%3Bfont%2Dfamily%3A%22Helvetica%20Neue%22%2CHelvetica%2CArial%2Csans%2Dserif%3Bfont%2Dsize%3A12px%3Bfont%2Dstyle%3Anormal%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%2E42857143%3Btext%2Dalign%3Aleft%3Btext%2Dalign%3Astart%3Btext%2Ddecoration%3Anone%3Btext%2Dshadow%3Anone%3Btext%2Dtransform%3Anone%3Bletter%2Dspacing%3Anormal%3Bword%2Dbreak%3Anormal%3Bword%2Dspacing%3Anormal%3Bword%2Dwrap%3Anormal%3Bwhite%2Dspace%3Anormal%3Bfilter%3Aalpha%28opacity%3D0%29%3Bopacity%3A0%3Bline%2Dbreak%3Aauto%7D%2Etooltip%2Ein%7Bfilter%3Aalpha%28opacity%3D90%29%3Bopacity%3A%2E9%7D%2Etooltip%2Etop%7Bpadding%3A5px%200%3Bmargin%2Dtop%3A%2D3px%7D%2Etooltip%2Eright%7Bpadding%3A0%205px%3Bmargin%2Dleft%3A3px%7D%2Etooltip%2Ebottom%7Bpadding%3A5px%200%3Bmargin%2Dtop%3A3px%7D%2Etooltip%2Eleft%7Bpadding%3A0%205px%3Bmargin%2Dleft%3A%2D3px%7D%2Etooltip%2Dinner%7Bmax%2Dwidth%3A200px%3Bpadding%3A3px%208px%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Bbackground%2Dcolor%3A%23000%3Bborder%2Dradius%3A4px%7D%2Etooltip%2Darrow%7Bposition%3Aabsolute%3Bwidth%3A0%3Bheight%3A0%3Bborder%2Dcolor%3Atransparent%3Bborder%2Dstyle%3Asolid%7D%2Etooltip%2Etop%20%2Etooltip%2Darrow%7Bbottom%3A0%3Bleft%3A50%25%3Bmargin%2Dleft%3A%2D5px%3Bborder%2Dwidth%3A5px%205px%200%3Bborder%2Dtop%2Dcolor%3A%23000%7D%2Etooltip%2Etop%2Dleft%20%2Etooltip%2Darrow%7Bright%3A5px%3Bbottom%3A0%3Bmargin%2Dbottom%3A%2D5px%3Bborder%2Dwidth%3A5px%205px%200%3Bborder%2Dtop%2Dcolor%3A%23000%7D%2Etooltip%2Etop%2Dright%20%2Etooltip%2Darrow%7Bbottom%3A0%3Bleft%3A5px%3Bmargin%2Dbottom%3A%2D5px%3Bborder%2Dwidth%3A5px%205px%200%3Bborder%2Dtop%2Dcolor%3A%23000%7D%2Etooltip%2Eright%20%2Etooltip%2Darrow%7Btop%3A50%25%3Bleft%3A0%3Bmargin%2Dtop%3A%2D5px%3Bborder%2Dwidth%3A5px%205px%205px%200%3Bborder%2Dright%2Dcolor%3A%23000%7D%2Etooltip%2Eleft%20%2Etooltip%2Darrow%7Btop%3A50%25%3Bright%3A0%3Bmargin%2Dtop%3A%2D5px%3Bborder%2Dwidth%3A5px%200%205px%205px%3Bborder%2Dleft%2Dcolor%3A%23000%7D%2Etooltip%2Ebottom%20%2Etooltip%2Darrow%7Btop%3A0%3Bleft%3A50%25%3Bmargin%2Dleft%3A%2D5px%3Bborder%2Dwidth%3A0%205px%205px%3Bborder%2Dbottom%2Dcolor%3A%23000%7D%2Etooltip%2Ebottom%2Dleft%20%2Etooltip%2Darrow%7Btop%3A0%3Bright%3A5px%3Bmargin%2Dtop%3A%2D5px%3Bborder%2Dwidth%3A0%205px%205px%3Bborder%2Dbottom%2Dcolor%3A%23000%7D%2Etooltip%2Ebottom%2Dright%20%2Etooltip%2Darrow%7Btop%3A0%3Bleft%3A5px%3Bmargin%2Dtop%3A%2D5px%3Bborder%2Dwidth%3A0%205px%205px%3Bborder%2Dbottom%2Dcolor%3A%23000%7D%2Epopover%7Bposition%3Aabsolute%3Btop%3A0%3Bleft%3A0%3Bz%2Dindex%3A1060%3Bdisplay%3Anone%3Bmax%2Dwidth%3A276px%3Bpadding%3A1px%3Bfont%2Dfamily%3A%22Helvetica%20Neue%22%2CHelvetica%2CArial%2Csans%2Dserif%3Bfont%2Dsize%3A14px%3Bfont%2Dstyle%3Anormal%3Bfont%2Dweight%3A400%3Bline%2Dheight%3A1%2E42857143%3Btext%2Dalign%3Aleft%3Btext%2Dalign%3Astart%3Btext%2Ddecoration%3Anone%3Btext%2Dshadow%3Anone%3Btext%2Dtransform%3Anone%3Bletter%2Dspacing%3Anormal%3Bword%2Dbreak%3Anormal%3Bword%2Dspacing%3Anormal%3Bword%2Dwrap%3Anormal%3Bwhite%2Dspace%3Anormal%3Bbackground%2Dcolor%3A%23fff%3B%2Dwebkit%2Dbackground%2Dclip%3Apadding%2Dbox%3Bbackground%2Dclip%3Apadding%2Dbox%3Bborder%3A1px%20solid%20%23ccc%3Bborder%3A1px%20solid%20rgba%280%2C0%2C0%2C%2E2%29%3Bborder%2Dradius%3A6px%3B%2Dwebkit%2Dbox%2Dshadow%3A0%205px%2010px%20rgba%280%2C0%2C0%2C%2E2%29%3Bbox%2Dshadow%3A0%205px%2010px%20rgba%280%2C0%2C0%2C%2E2%29%3Bline%2Dbreak%3Aauto%7D%2Epopover%2Etop%7Bmargin%2Dtop%3A%2D10px%7D%2Epopover%2Eright%7Bmargin%2Dleft%3A10px%7D%2Epopover%2Ebottom%7Bmargin%2Dtop%3A10px%7D%2Epopover%2Eleft%7Bmargin%2Dleft%3A%2D10px%7D%2Epopover%2Dtitle%7Bpadding%3A8px%2014px%3Bmargin%3A0%3Bfont%2Dsize%3A14px%3Bbackground%2Dcolor%3A%23f7f7f7%3Bborder%2Dbottom%3A1px%20solid%20%23ebebeb%3Bborder%2Dradius%3A5px%205px%200%200%7D%2Epopover%2Dcontent%7Bpadding%3A9px%2014px%7D%2Epopover%3E%2Earrow%2C%2Epopover%3E%2Earrow%3Aafter%7Bposition%3Aabsolute%3Bdisplay%3Ablock%3Bwidth%3A0%3Bheight%3A0%3Bborder%2Dcolor%3Atransparent%3Bborder%2Dstyle%3Asolid%7D%2Epopover%3E%2Earrow%7Bborder%2Dwidth%3A11px%7D%2Epopover%3E%2Earrow%3Aafter%7Bcontent%3A%22%22%3Bborder%2Dwidth%3A10px%7D%2Epopover%2Etop%3E%2Earrow%7Bbottom%3A%2D11px%3Bleft%3A50%25%3Bmargin%2Dleft%3A%2D11px%3Bborder%2Dtop%2Dcolor%3A%23999%3Bborder%2Dtop%2Dcolor%3Argba%280%2C0%2C0%2C%2E25%29%3Bborder%2Dbottom%2Dwidth%3A0%7D%2Epopover%2Etop%3E%2Earrow%3Aafter%7Bbottom%3A1px%3Bmargin%2Dleft%3A%2D10px%3Bcontent%3A%22%20%22%3Bborder%2Dtop%2Dcolor%3A%23fff%3Bborder%2Dbottom%2Dwidth%3A0%7D%2Epopover%2Eright%3E%2Earrow%7Btop%3A50%25%3Bleft%3A%2D11px%3Bmargin%2Dtop%3A%2D11px%3Bborder%2Dright%2Dcolor%3A%23999%3Bborder%2Dright%2Dcolor%3Argba%280%2C0%2C0%2C%2E25%29%3Bborder%2Dleft%2Dwidth%3A0%7D%2Epopover%2Eright%3E%2Earrow%3Aafter%7Bbottom%3A%2D10px%3Bleft%3A1px%3Bcontent%3A%22%20%22%3Bborder%2Dright%2Dcolor%3A%23fff%3Bborder%2Dleft%2Dwidth%3A0%7D%2Epopover%2Ebottom%3E%2Earrow%7Btop%3A%2D11px%3Bleft%3A50%25%3Bmargin%2Dleft%3A%2D11px%3Bborder%2Dtop%2Dwidth%3A0%3Bborder%2Dbottom%2Dcolor%3A%23999%3Bborder%2Dbottom%2Dcolor%3Argba%280%2C0%2C0%2C%2E25%29%7D%2Epopover%2Ebottom%3E%2Earrow%3Aafter%7Btop%3A1px%3Bmargin%2Dleft%3A%2D10px%3Bcontent%3A%22%20%22%3Bborder%2Dtop%2Dwidth%3A0%3Bborder%2Dbottom%2Dcolor%3A%23fff%7D%2Epopover%2Eleft%3E%2Earrow%7Btop%3A50%25%3Bright%3A%2D11px%3Bmargin%2Dtop%3A%2D11px%3Bborder%2Dright%2Dwidth%3A0%3Bborder%2Dleft%2Dcolor%3A%23999%3Bborder%2Dleft%2Dcolor%3Argba%280%2C0%2C0%2C%2E25%29%7D%2Epopover%2Eleft%3E%2Earrow%3Aafter%7Bright%3A1px%3Bbottom%3A%2D10px%3Bcontent%3A%22%20%22%3Bborder%2Dright%2Dwidth%3A0%3Bborder%2Dleft%2Dcolor%3A%23fff%7D%2Ecarousel%7Bposition%3Arelative%7D%2Ecarousel%2Dinner%7Bposition%3Arelative%3Bwidth%3A100%25%3Boverflow%3Ahidden%7D%2Ecarousel%2Dinner%3E%2Eitem%7Bposition%3Arelative%3Bdisplay%3Anone%3B%2Dwebkit%2Dtransition%3A%2E6s%20ease%2Din%2Dout%20left%3B%2Do%2Dtransition%3A%2E6s%20ease%2Din%2Dout%20left%3Btransition%3A%2E6s%20ease%2Din%2Dout%20left%7D%2Ecarousel%2Dinner%3E%2Eitem%3Ea%3Eimg%2C%2Ecarousel%2Dinner%3E%2Eitem%3Eimg%7Bline%2Dheight%3A1%7D%40media%20all%20and%20%28transform%2D3d%29%2C%28%2Dwebkit%2Dtransform%2D3d%29%7B%2Ecarousel%2Dinner%3E%2Eitem%7B%2Dwebkit%2Dtransition%3A%2Dwebkit%2Dtransform%20%2E6s%20ease%2Din%2Dout%3B%2Do%2Dtransition%3A%2Do%2Dtransform%20%2E6s%20ease%2Din%2Dout%3Btransition%3Atransform%20%2E6s%20ease%2Din%2Dout%3B%2Dwebkit%2Dbackface%2Dvisibility%3Ahidden%3Bbackface%2Dvisibility%3Ahidden%3B%2Dwebkit%2Dperspective%3A1000px%3Bperspective%3A1000px%7D%2Ecarousel%2Dinner%3E%2Eitem%2Eactive%2Eright%2C%2Ecarousel%2Dinner%3E%2Eitem%2Enext%7Bleft%3A0%3B%2Dwebkit%2Dtransform%3Atranslate3d%28100%25%2C0%2C0%29%3Btransform%3Atranslate3d%28100%25%2C0%2C0%29%7D%2Ecarousel%2Dinner%3E%2Eitem%2Eactive%2Eleft%2C%2Ecarousel%2Dinner%3E%2Eitem%2Eprev%7Bleft%3A0%3B%2Dwebkit%2Dtransform%3Atranslate3d%28%2D100%25%2C0%2C0%29%3Btransform%3Atranslate3d%28%2D100%25%2C0%2C0%29%7D%2Ecarousel%2Dinner%3E%2Eitem%2Eactive%2C%2Ecarousel%2Dinner%3E%2Eitem%2Enext%2Eleft%2C%2Ecarousel%2Dinner%3E%2Eitem%2Eprev%2Eright%7Bleft%3A0%3B%2Dwebkit%2Dtransform%3Atranslate3d%280%2C0%2C0%29%3Btransform%3Atranslate3d%280%2C0%2C0%29%7D%7D%2Ecarousel%2Dinner%3E%2Eactive%2C%2Ecarousel%2Dinner%3E%2Enext%2C%2Ecarousel%2Dinner%3E%2Eprev%7Bdisplay%3Ablock%7D%2Ecarousel%2Dinner%3E%2Eactive%7Bleft%3A0%7D%2Ecarousel%2Dinner%3E%2Enext%2C%2Ecarousel%2Dinner%3E%2Eprev%7Bposition%3Aabsolute%3Btop%3A0%3Bwidth%3A100%25%7D%2Ecarousel%2Dinner%3E%2Enext%7Bleft%3A100%25%7D%2Ecarousel%2Dinner%3E%2Eprev%7Bleft%3A%2D100%25%7D%2Ecarousel%2Dinner%3E%2Enext%2Eleft%2C%2Ecarousel%2Dinner%3E%2Eprev%2Eright%7Bleft%3A0%7D%2Ecarousel%2Dinner%3E%2Eactive%2Eleft%7Bleft%3A%2D100%25%7D%2Ecarousel%2Dinner%3E%2Eactive%2Eright%7Bleft%3A100%25%7D%2Ecarousel%2Dcontrol%7Bposition%3Aabsolute%3Btop%3A0%3Bbottom%3A0%3Bleft%3A0%3Bwidth%3A15%25%3Bfont%2Dsize%3A20px%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Btext%2Dshadow%3A0%201px%202px%20rgba%280%2C0%2C0%2C%2E6%29%3Bfilter%3Aalpha%28opacity%3D50%29%3Bopacity%3A%2E5%7D%2Ecarousel%2Dcontrol%2Eleft%7Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%28left%2Crgba%280%2C0%2C0%2C%2E5%29%200%2Crgba%280%2C0%2C0%2C%2E0001%29%20100%25%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%28left%2Crgba%280%2C0%2C0%2C%2E5%29%200%2Crgba%280%2C0%2C0%2C%2E0001%29%20100%25%29%3Bbackground%2Dimage%3A%2Dwebkit%2Dgradient%28linear%2Cleft%20top%2Cright%20top%2Cfrom%28rgba%280%2C0%2C0%2C%2E5%29%29%2Cto%28rgba%280%2C0%2C0%2C%2E0001%29%29%29%3Bbackground%2Dimage%3Alinear%2Dgradient%28to%20right%2Crgba%280%2C0%2C0%2C%2E5%29%200%2Crgba%280%2C0%2C0%2C%2E0001%29%20100%25%29%3Bfilter%3Aprogid%3ADXImageTransform%2EMicrosoft%2Egradient%28startColorstr%3D%27%2380000000%27%2C%20endColorstr%3D%27%2300000000%27%2C%20GradientType%3D1%29%3Bbackground%2Drepeat%3Arepeat%2Dx%7D%2Ecarousel%2Dcontrol%2Eright%7Bright%3A0%3Bleft%3Aauto%3Bbackground%2Dimage%3A%2Dwebkit%2Dlinear%2Dgradient%28left%2Crgba%280%2C0%2C0%2C%2E0001%29%200%2Crgba%280%2C0%2C0%2C%2E5%29%20100%25%29%3Bbackground%2Dimage%3A%2Do%2Dlinear%2Dgradient%28left%2Crgba%280%2C0%2C0%2C%2E0001%29%200%2Crgba%280%2C0%2C0%2C%2E5%29%20100%25%29%3Bbackground%2Dimage%3A%2Dwebkit%2Dgradient%28linear%2Cleft%20top%2Cright%20top%2Cfrom%28rgba%280%2C0%2C0%2C%2E0001%29%29%2Cto%28rgba%280%2C0%2C0%2C%2E5%29%29%29%3Bbackground%2Dimage%3Alinear%2Dgradient%28to%20right%2Crgba%280%2C0%2C0%2C%2E0001%29%200%2Crgba%280%2C0%2C0%2C%2E5%29%20100%25%29%3Bfilter%3Aprogid%3ADXImageTransform%2EMicrosoft%2Egradient%28startColorstr%3D%27%2300000000%27%2C%20endColorstr%3D%27%2380000000%27%2C%20GradientType%3D1%29%3Bbackground%2Drepeat%3Arepeat%2Dx%7D%2Ecarousel%2Dcontrol%3Afocus%2C%2Ecarousel%2Dcontrol%3Ahover%7Bcolor%3A%23fff%3Btext%2Ddecoration%3Anone%3Bfilter%3Aalpha%28opacity%3D90%29%3Boutline%3A0%3Bopacity%3A%2E9%7D%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dleft%2C%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dright%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%7Bposition%3Aabsolute%3Btop%3A50%25%3Bz%2Dindex%3A5%3Bdisplay%3Ainline%2Dblock%3Bmargin%2Dtop%3A%2D10px%7D%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dleft%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%7Bleft%3A50%25%3Bmargin%2Dleft%3A%2D10px%7D%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dright%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%7Bright%3A50%25%3Bmargin%2Dright%3A%2D10px%7D%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%7Bwidth%3A20px%3Bheight%3A20px%3Bfont%2Dfamily%3Aserif%3Bline%2Dheight%3A1%7D%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%3Abefore%7Bcontent%3A%27%5C2039%27%7D%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%3Abefore%7Bcontent%3A%27%5C203a%27%7D%2Ecarousel%2Dindicators%7Bposition%3Aabsolute%3Bbottom%3A10px%3Bleft%3A50%25%3Bz%2Dindex%3A15%3Bwidth%3A60%25%3Bpadding%2Dleft%3A0%3Bmargin%2Dleft%3A%2D30%25%3Btext%2Dalign%3Acenter%3Blist%2Dstyle%3Anone%7D%2Ecarousel%2Dindicators%20li%7Bdisplay%3Ainline%2Dblock%3Bwidth%3A10px%3Bheight%3A10px%3Bmargin%3A1px%3Btext%2Dindent%3A%2D999px%3Bcursor%3Apointer%3Bbackground%2Dcolor%3A%23000%5C9%3Bbackground%2Dcolor%3Argba%280%2C0%2C0%2C0%29%3Bborder%3A1px%20solid%20%23fff%3Bborder%2Dradius%3A10px%7D%2Ecarousel%2Dindicators%20%2Eactive%7Bwidth%3A12px%3Bheight%3A12px%3Bmargin%3A0%3Bbackground%2Dcolor%3A%23fff%7D%2Ecarousel%2Dcaption%7Bposition%3Aabsolute%3Bright%3A15%25%3Bbottom%3A20px%3Bleft%3A15%25%3Bz%2Dindex%3A10%3Bpadding%2Dtop%3A20px%3Bpadding%2Dbottom%3A20px%3Bcolor%3A%23fff%3Btext%2Dalign%3Acenter%3Btext%2Dshadow%3A0%201px%202px%20rgba%280%2C0%2C0%2C%2E6%29%7D%2Ecarousel%2Dcaption%20%2Ebtn%7Btext%2Dshadow%3Anone%7D%40media%20screen%20and%20%28min%2Dwidth%3A768px%29%7B%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dleft%2C%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dright%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%7Bwidth%3A30px%3Bheight%3A30px%3Bmargin%2Dtop%3A%2D15px%3Bfont%2Dsize%3A30px%7D%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dleft%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dprev%7Bmargin%2Dleft%3A%2D15px%7D%2Ecarousel%2Dcontrol%20%2Eglyphicon%2Dchevron%2Dright%2C%2Ecarousel%2Dcontrol%20%2Eicon%2Dnext%7Bmargin%2Dright%3A%2D15px%7D%2Ecarousel%2Dcaption%7Bright%3A20%25%3Bleft%3A20%25%3Bpadding%2Dbottom%3A30px%7D%2Ecarousel%2Dindicators%7Bbottom%3A20px%7D%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Aafter%2C%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Abefore%2C%2Ebtn%2Dtoolbar%3Aafter%2C%2Ebtn%2Dtoolbar%3Abefore%2C%2Eclearfix%3Aafter%2C%2Eclearfix%3Abefore%2C%2Econtainer%2Dfluid%3Aafter%2C%2Econtainer%2Dfluid%3Abefore%2C%2Econtainer%3Aafter%2C%2Econtainer%3Abefore%2C%2Edl%2Dhorizontal%20dd%3Aafter%2C%2Edl%2Dhorizontal%20dd%3Abefore%2C%2Eform%2Dhorizontal%20%2Eform%2Dgroup%3Aafter%2C%2Eform%2Dhorizontal%20%2Eform%2Dgroup%3Abefore%2C%2Emodal%2Dfooter%3Aafter%2C%2Emodal%2Dfooter%3Abefore%2C%2Enav%3Aafter%2C%2Enav%3Abefore%2C%2Enavbar%2Dcollapse%3Aafter%2C%2Enavbar%2Dcollapse%3Abefore%2C%2Enavbar%2Dheader%3Aafter%2C%2Enavbar%2Dheader%3Abefore%2C%2Enavbar%3Aafter%2C%2Enavbar%3Abefore%2C%2Epager%3Aafter%2C%2Epager%3Abefore%2C%2Epanel%2Dbody%3Aafter%2C%2Epanel%2Dbody%3Abefore%2C%2Erow%3Aafter%2C%2Erow%3Abefore%7Bdisplay%3Atable%3Bcontent%3A%22%20%22%7D%2Ebtn%2Dgroup%2Dvertical%3E%2Ebtn%2Dgroup%3Aafter%2C%2Ebtn%2Dtoolbar%3Aafter%2C%2Eclearfix%3Aafter%2C%2Econtainer%2Dfluid%3Aafter%2C%2Econtainer%3Aafter%2C%2Edl%2Dhorizontal%20dd%3Aafter%2C%2Eform%2Dhorizontal%20%2Eform%2Dgroup%3Aafter%2C%2Emodal%2Dfooter%3Aafter%2C%2Enav%3Aafter%2C%2Enavbar%2Dcollapse%3Aafter%2C%2Enavbar%2Dheader%3Aafter%2C%2Enavbar%3Aafter%2C%2Epager%3Aafter%2C%2Epanel%2Dbody%3Aafter%2C%2Erow%3Aafter%7Bclear%3Aboth%7D%2Ecenter%2Dblock%7Bdisplay%3Ablock%3Bmargin%2Dright%3Aauto%3Bmargin%2Dleft%3Aauto%7D%2Epull%2Dright%7Bfloat%3Aright%21important%7D%2Epull%2Dleft%7Bfloat%3Aleft%21important%7D%2Ehide%7Bdisplay%3Anone%21important%7D%2Eshow%7Bdisplay%3Ablock%21important%7D%2Einvisible%7Bvisibility%3Ahidden%7D%2Etext%2Dhide%7Bfont%3A0%2F0%20a%3Bcolor%3Atransparent%3Btext%2Dshadow%3Anone%3Bbackground%2Dcolor%3Atransparent%3Bborder%3A0%7D%2Ehidden%7Bdisplay%3Anone%21important%7D%2Eaffix%7Bposition%3Afixed%7D%40%2Dms%2Dviewport%7Bwidth%3Adevice%2Dwidth%7D%2Evisible%2Dlg%2C%2Evisible%2Dmd%2C%2Evisible%2Dsm%2C%2Evisible%2Dxs%7Bdisplay%3Anone%21important%7D%2Evisible%2Dlg%2Dblock%2C%2Evisible%2Dlg%2Dinline%2C%2Evisible%2Dlg%2Dinline%2Dblock%2C%2Evisible%2Dmd%2Dblock%2C%2Evisible%2Dmd%2Dinline%2C%2Evisible%2Dmd%2Dinline%2Dblock%2C%2Evisible%2Dsm%2Dblock%2C%2Evisible%2Dsm%2Dinline%2C%2Evisible%2Dsm%2Dinline%2Dblock%2C%2Evisible%2Dxs%2Dblock%2C%2Evisible%2Dxs%2Dinline%2C%2Evisible%2Dxs%2Dinline%2Dblock%7Bdisplay%3Anone%21important%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Evisible%2Dxs%7Bdisplay%3Ablock%21important%7Dtable%2Evisible%2Dxs%7Bdisplay%3Atable%21important%7Dtr%2Evisible%2Dxs%7Bdisplay%3Atable%2Drow%21important%7Dtd%2Evisible%2Dxs%2Cth%2Evisible%2Dxs%7Bdisplay%3Atable%2Dcell%21important%7D%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Evisible%2Dxs%2Dblock%7Bdisplay%3Ablock%21important%7D%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Evisible%2Dxs%2Dinline%7Bdisplay%3Ainline%21important%7D%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Evisible%2Dxs%2Dinline%2Dblock%7Bdisplay%3Ainline%2Dblock%21important%7D%7D%40media%20%28min%2Dwidth%3A768px%29%20and%20%28max%2Dwidth%3A991px%29%7B%2Evisible%2Dsm%7Bdisplay%3Ablock%21important%7Dtable%2Evisible%2Dsm%7Bdisplay%3Atable%21important%7Dtr%2Evisible%2Dsm%7Bdisplay%3Atable%2Drow%21important%7Dtd%2Evisible%2Dsm%2Cth%2Evisible%2Dsm%7Bdisplay%3Atable%2Dcell%21important%7D%7D%40media%20%28min%2Dwidth%3A768px%29%20and%20%28max%2Dwidth%3A991px%29%7B%2Evisible%2Dsm%2Dblock%7Bdisplay%3Ablock%21important%7D%7D%40media%20%28min%2Dwidth%3A768px%29%20and%20%28max%2Dwidth%3A991px%29%7B%2Evisible%2Dsm%2Dinline%7Bdisplay%3Ainline%21important%7D%7D%40media%20%28min%2Dwidth%3A768px%29%20and%20%28max%2Dwidth%3A991px%29%7B%2Evisible%2Dsm%2Dinline%2Dblock%7Bdisplay%3Ainline%2Dblock%21important%7D%7D%40media%20%28min%2Dwidth%3A992px%29%20and%20%28max%2Dwidth%3A1199px%29%7B%2Evisible%2Dmd%7Bdisplay%3Ablock%21important%7Dtable%2Evisible%2Dmd%7Bdisplay%3Atable%21important%7Dtr%2Evisible%2Dmd%7Bdisplay%3Atable%2Drow%21important%7Dtd%2Evisible%2Dmd%2Cth%2Evisible%2Dmd%7Bdisplay%3Atable%2Dcell%21important%7D%7D%40media%20%28min%2Dwidth%3A992px%29%20and%20%28max%2Dwidth%3A1199px%29%7B%2Evisible%2Dmd%2Dblock%7Bdisplay%3Ablock%21important%7D%7D%40media%20%28min%2Dwidth%3A992px%29%20and%20%28max%2Dwidth%3A1199px%29%7B%2Evisible%2Dmd%2Dinline%7Bdisplay%3Ainline%21important%7D%7D%40media%20%28min%2Dwidth%3A992px%29%20and%20%28max%2Dwidth%3A1199px%29%7B%2Evisible%2Dmd%2Dinline%2Dblock%7Bdisplay%3Ainline%2Dblock%21important%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Evisible%2Dlg%7Bdisplay%3Ablock%21important%7Dtable%2Evisible%2Dlg%7Bdisplay%3Atable%21important%7Dtr%2Evisible%2Dlg%7Bdisplay%3Atable%2Drow%21important%7Dtd%2Evisible%2Dlg%2Cth%2Evisible%2Dlg%7Bdisplay%3Atable%2Dcell%21important%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Evisible%2Dlg%2Dblock%7Bdisplay%3Ablock%21important%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Evisible%2Dlg%2Dinline%7Bdisplay%3Ainline%21important%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Evisible%2Dlg%2Dinline%2Dblock%7Bdisplay%3Ainline%2Dblock%21important%7D%7D%40media%20%28max%2Dwidth%3A767px%29%7B%2Ehidden%2Dxs%7Bdisplay%3Anone%21important%7D%7D%40media%20%28min%2Dwidth%3A768px%29%20and%20%28max%2Dwidth%3A991px%29%7B%2Ehidden%2Dsm%7Bdisplay%3Anone%21important%7D%7D%40media%20%28min%2Dwidth%3A992px%29%20and%20%28max%2Dwidth%3A1199px%29%7B%2Ehidden%2Dmd%7Bdisplay%3Anone%21important%7D%7D%40media%20%28min%2Dwidth%3A1200px%29%7B%2Ehidden%2Dlg%7Bdisplay%3Anone%21important%7D%7D%2Evisible%2Dprint%7Bdisplay%3Anone%21important%7D%40media%20print%7B%2Evisible%2Dprint%7Bdisplay%3Ablock%21important%7Dtable%2Evisible%2Dprint%7Bdisplay%3Atable%21important%7Dtr%2Evisible%2Dprint%7Bdisplay%3Atable%2Drow%21important%7Dtd%2Evisible%2Dprint%2Cth%2Evisible%2Dprint%7Bdisplay%3Atable%2Dcell%21important%7D%7D%2Evisible%2Dprint%2Dblock%7Bdisplay%3Anone%21important%7D%40media%20print%7B%2Evisible%2Dprint%2Dblock%7Bdisplay%3Ablock%21important%7D%7D%2Evisible%2Dprint%2Dinline%7Bdisplay%3Anone%21important%7D%40media%20print%7B%2Evisible%2Dprint%2Dinline%7Bdisplay%3Ainline%21important%7D%7D%2Evisible%2Dprint%2Dinline%2Dblock%7Bdisplay%3Anone%21important%7D%40media%20print%7B%2Evisible%2Dprint%2Dinline%2Dblock%7Bdisplay%3Ainline%2Dblock%21important%7D%7D%40media%20print%7B%2Ehidden%2Dprint%7Bdisplay%3Anone%21important%7D%7D%0A" rel="stylesheet" />
-<script src="data:application/x-javascript;base64,/*!
 * Bootstrap v3.3.5 (http://getbootstrap.com)
 * Copyright 2011-2015 Twitter, Inc.
 * Licensed under the MIT license
 */
if("undefined"==typeof jQuery)throw new Error("Bootstrap's JavaScript requires jQuery");+function(a){"use strict";var b=a.fn.jquery.split(" ")[0].split(".");if(b[0]<2&&b[1]<9||1==b[0]&&9==b[1]&&b[2]<1)throw new Error("Bootstrap's JavaScript requires jQuery version 1.9.1 or higher")}(jQuery),+function(a){"use strict";function b(){var a=document.createElement("bootstrap"),b={WebkitTransition:"webkitTransitionEnd",MozTransition:"transitionend",OTransition:"oTransitionEnd otransitionend",transition:"transitionend"};for(var c in b)if(void 0!==a.style[c])return{end:b[c]};return!1}a.fn.emulateTransitionEnd=function(b){var c=!1,d=this;a(this).one("bsTransitionEnd",function(){c=!0});var e=function(){c||a(d).trigger(a.support.transition.end)};return setTimeout(e,b),this},a(function(){a.support.transition=b(),a.support.transition&&(a.event.special.bsTransitionEnd={bindType:a.support.transition.end,delegateType:a.support.transition.end,handle:function(b){return a(b.target).is(this)?b.handleObj.handler.apply(this,arguments):void 0}})})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var c=a(this),e=c.data("bs.alert");e||c.data("bs.alert",e=new d(this)),"string"==typeof b&&e[b].call(c)})}var c='[data-dismiss="alert"]',d=function(b){a(b).on("click",c,this.close)};d.VERSION="3.3.5",d.TRANSITION_DURATION=150,d.prototype.close=function(b){function c(){g.detach().trigger("closed.bs.alert").remove()}var e=a(this),f=e.attr("data-target");f||(f=e.attr("href"),f=f&&f.replace(/.*(?=#[^\s]*$)/,""));var g=a(f);b&&b.preventDefault(),g.length||(g=e.closest(".alert")),g.trigger(b=a.Event("close.bs.alert")),b.isDefaultPrevented()||(g.removeClass("in"),a.support.transition&&g.hasClass("fade")?g.one("bsTransitionEnd",c).emulateTransitionEnd(d.TRANSITION_DURATION):c())};var e=a.fn.alert;a.fn.alert=b,a.fn.alert.Constructor=d,a.fn.alert.noConflict=function(){return a.fn.alert=e,this},a(document).on("click.bs.alert.data-api",c,d.prototype.close)}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.button"),f="object"==typeof b&&b;e||d.data("bs.button",e=new c(this,f)),"toggle"==b?e.toggle():b&&e.setState(b)})}var c=function(b,d){this.$element=a(b),this.options=a.extend({},c.DEFAULTS,d),this.isLoading=!1};c.VERSION="3.3.5",c.DEFAULTS={loadingText:"loading..."},c.prototype.setState=function(b){var c="disabled",d=this.$element,e=d.is("input")?"val":"html",f=d.data();b+="Text",null==f.resetText&&d.data("resetText",d[e]()),setTimeout(a.proxy(function(){d[e](null==f[b]?this.options[b]:f[b]),"loadingText"==b?(this.isLoading=!0,d.addClass(c).attr(c,c)):this.isLoading&&(this.isLoading=!1,d.removeClass(c).removeAttr(c))},this),0)},c.prototype.toggle=function(){var a=!0,b=this.$element.closest('[data-toggle="buttons"]');if(b.length){var c=this.$element.find("input");"radio"==c.prop("type")?(c.prop("checked")&&(a=!1),b.find(".active").removeClass("active"),this.$element.addClass("active")):"checkbox"==c.prop("type")&&(c.prop("checked")!==this.$element.hasClass("active")&&(a=!1),this.$element.toggleClass("active")),c.prop("checked",this.$element.hasClass("active")),a&&c.trigger("change")}else this.$element.attr("aria-pressed",!this.$element.hasClass("active")),this.$element.toggleClass("active")};var d=a.fn.button;a.fn.button=b,a.fn.button.Constructor=c,a.fn.button.noConflict=function(){return a.fn.button=d,this},a(document).on("click.bs.button.data-api",'[data-toggle^="button"]',function(c){var d=a(c.target);d.hasClass("btn")||(d=d.closest(".btn")),b.call(d,"toggle"),a(c.target).is('input[type="radio"]')||a(c.target).is('input[type="checkbox"]')||c.preventDefault()}).on("focus.bs.button.data-api blur.bs.button.data-api",'[data-toggle^="button"]',function(b){a(b.target).closest(".btn").toggleClass("focus",/^focus(in)?$/.test(b.type))})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.carousel"),f=a.extend({},c.DEFAULTS,d.data(),"object"==typeof b&&b),g="string"==typeof b?b:f.slide;e||d.data("bs.carousel",e=new c(this,f)),"number"==typeof b?e.to(b):g?e[g]():f.interval&&e.pause().cycle()})}var c=function(b,c){this.$element=a(b),this.$indicators=this.$element.find(".carousel-indicators"),this.options=c,this.paused=null,this.sliding=null,this.interval=null,this.$active=null,this.$items=null,this.options.keyboard&&this.$element.on("keydown.bs.carousel",a.proxy(this.keydown,this)),"hover"==this.options.pause&&!("ontouchstart"in document.documentElement)&&this.$element.on("mouseenter.bs.carousel",a.proxy(this.pause,this)).on("mouseleave.bs.carousel",a.proxy(this.cycle,this))};c.VERSION="3.3.5",c.TRANSITION_DURATION=600,c.DEFAULTS={interval:5e3,pause:"hover",wrap:!0,keyboard:!0},c.prototype.keydown=function(a){if(!/input|textarea/i.test(a.target.tagName)){switch(a.which){case 37:this.prev();break;case 39:this.next();break;default:return}a.preventDefault()}},c.prototype.cycle=function(b){return b||(this.paused=!1),this.interval&&clearInterval(this.interval),this.options.interval&&!this.paused&&(this.interval=setInterval(a.proxy(this.next,this),this.options.interval)),this},c.prototype.getItemIndex=function(a){return this.$items=a.parent().children(".item"),this.$items.index(a||this.$active)},c.prototype.getItemForDirection=function(a,b){var c=this.getItemIndex(b),d="prev"==a&&0===c||"next"==a&&c==this.$items.length-1;if(d&&!this.options.wrap)return b;var e="prev"==a?-1:1,f=(c+e)%this.$items.length;return this.$items.eq(f)},c.prototype.to=function(a){var b=this,c=this.getItemIndex(this.$active=this.$element.find(".item.active"));return a>this.$items.length-1||0>a?void 0:this.sliding?this.$element.one("slid.bs.carousel",function(){b.to(a)}):c==a?this.pause().cycle():this.slide(a>c?"next":"prev",this.$items.eq(a))},c.prototype.pause=function(b){return b||(this.paused=!0),this.$element.find(".next, .prev").length&&a.support.transition&&(this.$element.trigger(a.support.transition.end),this.cycle(!0)),this.interval=clearInterval(this.interval),this},c.prototype.next=function(){return this.sliding?void 0:this.slide("next")},c.prototype.prev=function(){return this.sliding?void 0:this.slide("prev")},c.prototype.slide=function(b,d){var e=this.$element.find(".item.active"),f=d||this.getItemForDirection(b,e),g=this.interval,h="next"==b?"left":"right",i=this;if(f.hasClass("active"))return this.sliding=!1;var j=f[0],k=a.Event("slide.bs.carousel",{relatedTarget:j,direction:h});if(this.$element.trigger(k),!k.isDefaultPrevented()){if(this.sliding=!0,g&&this.pause(),this.$indicators.length){this.$indicators.find(".active").removeClass("active");var l=a(this.$indicators.children()[this.getItemIndex(f)]);l&&l.addClass("active")}var m=a.Event("slid.bs.carousel",{relatedTarget:j,direction:h});return a.support.transition&&this.$element.hasClass("slide")?(f.addClass(b),f[0].offsetWidth,e.addClass(h),f.addClass(h),e.one("bsTransitionEnd",function(){f.removeClass([b,h].join(" ")).addClass("active"),e.removeClass(["active",h].join(" ")),i.sliding=!1,setTimeout(function(){i.$element.trigger(m)},0)}).emulateTransitionEnd(c.TRANSITION_DURATION)):(e.removeClass("active"),f.addClass("active"),this.sliding=!1,this.$element.trigger(m)),g&&this.cycle(),this}};var d=a.fn.carousel;a.fn.carousel=b,a.fn.carousel.Constructor=c,a.fn.carousel.noConflict=function(){return a.fn.carousel=d,this};var e=function(c){var d,e=a(this),f=a(e.attr("data-target")||(d=e.attr("href"))&&d.replace(/.*(?=#[^\s]+$)/,""));if(f.hasClass("carousel")){var g=a.extend({},f.data(),e.data()),h=e.attr("data-slide-to");h&&(g.interval=!1),b.call(f,g),h&&f.data("bs.carousel").to(h),c.preventDefault()}};a(document).on("click.bs.carousel.data-api","[data-slide]",e).on("click.bs.carousel.data-api","[data-slide-to]",e),a(window).on("load",function(){a('[data-ride="carousel"]').each(function(){var c=a(this);b.call(c,c.data())})})}(jQuery),+function(a){"use strict";function b(b){var c,d=b.attr("data-target")||(c=b.attr("href"))&&c.replace(/.*(?=#[^\s]+$)/,"");return a(d)}function c(b){return this.each(function(){var c=a(this),e=c.data("bs.collapse"),f=a.extend({},d.DEFAULTS,c.data(),"object"==typeof b&&b);!e&&f.toggle&&/show|hide/.test(b)&&(f.toggle=!1),e||c.data("bs.collapse",e=new d(this,f)),"string"==typeof b&&e[b]()})}var d=function(b,c){this.$element=a(b),this.options=a.extend({},d.DEFAULTS,c),this.$trigger=a('[data-toggle="collapse"][href="#'+b.id+'"],[data-toggle="collapse"][data-target="#'+b.id+'"]'),this.transitioning=null,this.options.parent?this.$parent=this.getParent():this.addAriaAndCollapsedClass(this.$element,this.$trigger),this.options.toggle&&this.toggle()};d.VERSION="3.3.5",d.TRANSITION_DURATION=350,d.DEFAULTS={toggle:!0},d.prototype.dimension=function(){var a=this.$element.hasClass("width");return a?"width":"height"},d.prototype.show=function(){if(!this.transitioning&&!this.$element.hasClass("in")){var b,e=this.$parent&&this.$parent.children(".panel").children(".in, .collapsing");if(!(e&&e.length&&(b=e.data("bs.collapse"),b&&b.transitioning))){var f=a.Event("show.bs.collapse");if(this.$element.trigger(f),!f.isDefaultPrevented()){e&&e.length&&(c.call(e,"hide"),b||e.data("bs.collapse",null));var g=this.dimension();this.$element.removeClass("collapse").addClass("collapsing")[g](0).attr("aria-expanded",!0),this.$trigger.removeClass("collapsed").attr("aria-expanded",!0),this.transitioning=1;var h=function(){this.$element.removeClass("collapsing").addClass("collapse in")[g](""),this.transitioning=0,this.$element.trigger("shown.bs.collapse")};if(!a.support.transition)return h.call(this);var i=a.camelCase(["scroll",g].join("-"));this.$element.one("bsTransitionEnd",a.proxy(h,this)).emulateTransitionEnd(d.TRANSITION_DURATION)[g](this.$element[0][i])}}}},d.prototype.hide=function(){if(!this.transitioning&&this.$element.hasClass("in")){var b=a.Event("hide.bs.collapse");if(this.$element.trigger(b),!b.isDefaultPrevented()){var c=this.dimension();this.$element[c](this.$element[c]())[0].offsetHeight,this.$element.addClass("collapsing").removeClass("collapse in").attr("aria-expanded",!1),this.$trigger.addClass("collapsed").attr("aria-expanded",!1),this.transitioning=1;var e=function(){this.transitioning=0,this.$element.removeClass("collapsing").addClass("collapse").trigger("hidden.bs.collapse")};return a.support.transition?void this.$element[c](0).one("bsTransitionEnd",a.proxy(e,this)).emulateTransitionEnd(d.TRANSITION_DURATION):e.call(this)}}},d.prototype.toggle=function(){this[this.$element.hasClass("in")?"hide":"show"]()},d.prototype.getParent=function(){return a(this.options.parent).find('[data-toggle="collapse"][data-parent="'+this.options.parent+'"]').each(a.proxy(function(c,d){var e=a(d);this.addAriaAndCollapsedClass(b(e),e)},this)).end()},d.prototype.addAriaAndCollapsedClass=function(a,b){var c=a.hasClass("in");a.attr("aria-expanded",c),b.toggleClass("collapsed",!c).attr("aria-expanded",c)};var e=a.fn.collapse;a.fn.collapse=c,a.fn.collapse.Constructor=d,a.fn.collapse.noConflict=function(){return a.fn.collapse=e,this},a(document).on("click.bs.collapse.data-api",'[data-toggle="collapse"]',function(d){var e=a(this);e.attr("data-target")||d.preventDefault();var f=b(e),g=f.data("bs.collapse"),h=g?"toggle":e.data();c.call(f,h)})}(jQuery),+function(a){"use strict";function b(b){var c=b.attr("data-target");c||(c=b.attr("href"),c=c&&/#[A-Za-z]/.test(c)&&c.replace(/.*(?=#[^\s]*$)/,""));var d=c&&a(c);return d&&d.length?d:b.parent()}function c(c){c&&3===c.which||(a(e).remove(),a(f).each(function(){var d=a(this),e=b(d),f={relatedTarget:this};e.hasClass("open")&&(c&&"click"==c.type&&/input|textarea/i.test(c.target.tagName)&&a.contains(e[0],c.target)||(e.trigger(c=a.Event("hide.bs.dropdown",f)),c.isDefaultPrevented()||(d.attr("aria-expanded","false"),e.removeClass("open").trigger("hidden.bs.dropdown",f))))}))}function d(b){return this.each(function(){var c=a(this),d=c.data("bs.dropdown");d||c.data("bs.dropdown",d=new g(this)),"string"==typeof b&&d[b].call(c)})}var e=".dropdown-backdrop",f='[data-toggle="dropdown"]',g=function(b){a(b).on("click.bs.dropdown",this.toggle)};g.VERSION="3.3.5",g.prototype.toggle=function(d){var e=a(this);if(!e.is(".disabled, :disabled")){var f=b(e),g=f.hasClass("open");if(c(),!g){"ontouchstart"in document.documentElement&&!f.closest(".navbar-nav").length&&a(document.createElement("div")).addClass("dropdown-backdrop").insertAfter(a(this)).on("click",c);var h={relatedTarget:this};if(f.trigger(d=a.Event("show.bs.dropdown",h)),d.isDefaultPrevented())return;e.trigger("focus").attr("aria-expanded","true"),f.toggleClass("open").trigger("shown.bs.dropdown",h)}return!1}},g.prototype.keydown=function(c){if(/(38|40|27|32)/.test(c.which)&&!/input|textarea/i.test(c.target.tagName)){var d=a(this);if(c.preventDefault(),c.stopPropagation(),!d.is(".disabled, :disabled")){var e=b(d),g=e.hasClass("open");if(!g&&27!=c.which||g&&27==c.which)return 27==c.which&&e.find(f).trigger("focus"),d.trigger("click");var h=" li:not(.disabled):visible a",i=e.find(".dropdown-menu"+h);if(i.length){var j=i.index(c.target);38==c.which&&j>0&&j--,40==c.which&&j<i.length-1&&j++,~j||(j=0),i.eq(j).trigger("focus")}}}};var h=a.fn.dropdown;a.fn.dropdown=d,a.fn.dropdown.Constructor=g,a.fn.dropdown.noConflict=function(){return a.fn.dropdown=h,this},a(document).on("click.bs.dropdown.data-api",c).on("click.bs.dropdown.data-api",".dropdown form",function(a){a.stopPropagation()}).on("click.bs.dropdown.data-api",f,g.prototype.toggle).on("keydown.bs.dropdown.data-api",f,g.prototype.keydown).on("keydown.bs.dropdown.data-api",".dropdown-menu",g.prototype.keydown)}(jQuery),+function(a){"use strict";function b(b,d){return this.each(function(){var e=a(this),f=e.data("bs.modal"),g=a.extend({},c.DEFAULTS,e.data(),"object"==typeof b&&b);f||e.data("bs.modal",f=new c(this,g)),"string"==typeof b?f[b](d):g.show&&f.show(d)})}var c=function(b,c){this.options=c,this.$body=a(document.body),this.$element=a(b),this.$dialog=this.$element.find(".modal-dialog"),this.$backdrop=null,this.isShown=null,this.originalBodyPad=null,this.scrollbarWidth=0,this.ignoreBackdropClick=!1,this.options.remote&&this.$element.find(".modal-content").load(this.options.remote,a.proxy(function(){this.$element.trigger("loaded.bs.modal")},this))};c.VERSION="3.3.5",c.TRANSITION_DURATION=300,c.BACKDROP_TRANSITION_DURATION=150,c.DEFAULTS={backdrop:!0,keyboard:!0,show:!0},c.prototype.toggle=function(a){return this.isShown?this.hide():this.show(a)},c.prototype.show=function(b){var d=this,e=a.Event("show.bs.modal",{relatedTarget:b});this.$element.trigger(e),this.isShown||e.isDefaultPrevented()||(this.isShown=!0,this.checkScrollbar(),this.setScrollbar(),this.$body.addClass("modal-open"),this.escape(),this.resize(),this.$element.on("click.dismiss.bs.modal",'[data-dismiss="modal"]',a.proxy(this.hide,this)),this.$dialog.on("mousedown.dismiss.bs.modal",function(){d.$element.one("mouseup.dismiss.bs.modal",function(b){a(b.target).is(d.$element)&&(d.ignoreBackdropClick=!0)})}),this.backdrop(function(){var e=a.support.transition&&d.$element.hasClass("fade");d.$element.parent().length||d.$element.appendTo(d.$body),d.$element.show().scrollTop(0),d.adjustDialog(),e&&d.$element[0].offsetWidth,d.$element.addClass("in"),d.enforceFocus();var f=a.Event("shown.bs.modal",{relatedTarget:b});e?d.$dialog.one("bsTransitionEnd",function(){d.$element.trigger("focus").trigger(f)}).emulateTransitionEnd(c.TRANSITION_DURATION):d.$element.trigger("focus").trigger(f)}))},c.prototype.hide=function(b){b&&b.preventDefault(),b=a.Event("hide.bs.modal"),this.$element.trigger(b),this.isShown&&!b.isDefaultPrevented()&&(this.isShown=!1,this.escape(),this.resize(),a(document).off("focusin.bs.modal"),this.$element.removeClass("in").off("click.dismiss.bs.modal").off("mouseup.dismiss.bs.modal"),this.$dialog.off("mousedown.dismiss.bs.modal"),a.support.transition&&this.$element.hasClass("fade")?this.$element.one("bsTransitionEnd",a.proxy(this.hideModal,this)).emulateTransitionEnd(c.TRANSITION_DURATION):this.hideModal())},c.prototype.enforceFocus=function(){a(document).off("focusin.bs.modal").on("focusin.bs.modal",a.proxy(function(a){this.$element[0]===a.target||this.$element.has(a.target).length||this.$element.trigger("focus")},this))},c.prototype.escape=function(){this.isShown&&this.options.keyboard?this.$element.on("keydown.dismiss.bs.modal",a.proxy(function(a){27==a.which&&this.hide()},this)):this.isShown||this.$element.off("keydown.dismiss.bs.modal")},c.prototype.resize=function(){this.isShown?a(window).on("resize.bs.modal",a.proxy(this.handleUpdate,this)):a(window).off("resize.bs.modal")},c.prototype.hideModal=function(){var a=this;this.$element.hide(),this.backdrop(function(){a.$body.removeClass("modal-open"),a.resetAdjustments(),a.resetScrollbar(),a.$element.trigger("hidden.bs.modal")})},c.prototype.removeBackdrop=function(){this.$backdrop&&this.$backdrop.remove(),this.$backdrop=null},c.prototype.backdrop=function(b){var d=this,e=this.$element.hasClass("fade")?"fade":"";if(this.isShown&&this.options.backdrop){var f=a.support.transition&&e;if(this.$backdrop=a(document.createElement("div")).addClass("modal-backdrop "+e).appendTo(this.$body),this.$element.on("click.dismiss.bs.modal",a.proxy(function(a){return this.ignoreBackdropClick?void(this.ignoreBackdropClick=!1):void(a.target===a.currentTarget&&("static"==this.options.backdrop?this.$element[0].focus():this.hide()))},this)),f&&this.$backdrop[0].offsetWidth,this.$backdrop.addClass("in"),!b)return;f?this.$backdrop.one("bsTransitionEnd",b).emulateTransitionEnd(c.BACKDROP_TRANSITION_DURATION):b()}else if(!this.isShown&&this.$backdrop){this.$backdrop.removeClass("in");var g=function(){d.removeBackdrop(),b&&b()};a.support.transition&&this.$element.hasClass("fade")?this.$backdrop.one("bsTransitionEnd",g).emulateTransitionEnd(c.BACKDROP_TRANSITION_DURATION):g()}else b&&b()},c.prototype.handleUpdate=function(){this.adjustDialog()},c.prototype.adjustDialog=function(){var a=this.$element[0].scrollHeight>document.documentElement.clientHeight;this.$element.css({paddingLeft:!this.bodyIsOverflowing&&a?this.scrollbarWidth:"",paddingRight:this.bodyIsOverflowing&&!a?this.scrollbarWidth:""})},c.prototype.resetAdjustments=function(){this.$element.css({paddingLeft:"",paddingRight:""})},c.prototype.checkScrollbar=function(){var a=window.innerWidth;if(!a){var b=document.documentElement.getBoundingClientRect();a=b.right-Math.abs(b.left)}this.bodyIsOverflowing=document.body.clientWidth<a,this.scrollbarWidth=this.measureScrollbar()},c.prototype.setScrollbar=function(){var a=parseInt(this.$body.css("padding-right")||0,10);this.originalBodyPad=document.body.style.paddingRight||"",this.bodyIsOverflowing&&this.$body.css("padding-right",a+this.scrollbarWidth)},c.prototype.resetScrollbar=function(){this.$body.css("padding-right",this.originalBodyPad)},c.prototype.measureScrollbar=function(){var a=document.createElement("div");a.className="modal-scrollbar-measure",this.$body.append(a);var b=a.offsetWidth-a.clientWidth;return this.$body[0].removeChild(a),b};var d=a.fn.modal;a.fn.modal=b,a.fn.modal.Constructor=c,a.fn.modal.noConflict=function(){return a.fn.modal=d,this},a(document).on("click.bs.modal.data-api",'[data-toggle="modal"]',function(c){var d=a(this),e=d.attr("href"),f=a(d.attr("data-target")||e&&e.replace(/.*(?=#[^\s]+$)/,"")),g=f.data("bs.modal")?"toggle":a.extend({remote:!/#/.test(e)&&e},f.data(),d.data());d.is("a")&&c.preventDefault(),f.one("show.bs.modal",function(a){a.isDefaultPrevented()||f.one("hidden.bs.modal",function(){d.is(":visible")&&d.trigger("focus")})}),b.call(f,g,this)})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.tooltip"),f="object"==typeof b&&b;(e||!/destroy|hide/.test(b))&&(e||d.data("bs.tooltip",e=new c(this,f)),"string"==typeof b&&e[b]())})}var c=function(a,b){this.type=null,this.options=null,this.enabled=null,this.timeout=null,this.hoverState=null,this.$element=null,this.inState=null,this.init("tooltip",a,b)};c.VERSION="3.3.5",c.TRANSITION_DURATION=150,c.DEFAULTS={animation:!0,placement:"top",selector:!1,template:'<div class="tooltip" role="tooltip"><div class="tooltip-arrow"></div><div class="tooltip-inner"></div></div>',trigger:"hover focus",title:"",delay:0,html:!1,container:!1,viewport:{selector:"body",padding:0}},c.prototype.init=function(b,c,d){if(this.enabled=!0,this.type=b,this.$element=a(c),this.options=this.getOptions(d),this.$viewport=this.options.viewport&&a(a.isFunction(this.options.viewport)?this.options.viewport.call(this,this.$element):this.options.viewport.selector||this.options.viewport),this.inState={click:!1,hover:!1,focus:!1},this.$element[0]instanceof document.constructor&&!this.options.selector)throw new Error("`selector` option must be specified when initializing "+this.type+" on the window.document object!");for(var e=this.options.trigger.split(" "),f=e.length;f--;){var g=e[f];if("click"==g)this.$element.on("click."+this.type,this.options.selector,a.proxy(this.toggle,this));else if("manual"!=g){var h="hover"==g?"mouseenter":"focusin",i="hover"==g?"mouseleave":"focusout";this.$element.on(h+"."+this.type,this.options.selector,a.proxy(this.enter,this)),this.$element.on(i+"."+this.type,this.options.selector,a.proxy(this.leave,this))}}this.options.selector?this._options=a.extend({},this.options,{trigger:"manual",selector:""}):this.fixTitle()},c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.getOptions=function(b){return b=a.extend({},this.getDefaults(),this.$element.data(),b),b.delay&&"number"==typeof b.delay&&(b.delay={show:b.delay,hide:b.delay}),b},c.prototype.getDelegateOptions=function(){var b={},c=this.getDefaults();return this._options&&a.each(this._options,function(a,d){c[a]!=d&&(b[a]=d)}),b},c.prototype.enter=function(b){var c=b instanceof this.constructor?b:a(b.currentTarget).data("bs."+this.type);return c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c)),b instanceof a.Event&&(c.inState["focusin"==b.type?"focus":"hover"]=!0),c.tip().hasClass("in")||"in"==c.hoverState?void(c.hoverState="in"):(clearTimeout(c.timeout),c.hoverState="in",c.options.delay&&c.options.delay.show?void(c.timeout=setTimeout(function(){"in"==c.hoverState&&c.show()},c.options.delay.show)):c.show())},c.prototype.isInStateTrue=function(){for(var a in this.inState)if(this.inState[a])return!0;return!1},c.prototype.leave=function(b){var c=b instanceof this.constructor?b:a(b.currentTarget).data("bs."+this.type);return c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c)),b instanceof a.Event&&(c.inState["focusout"==b.type?"focus":"hover"]=!1),c.isInStateTrue()?void 0:(clearTimeout(c.timeout),c.hoverState="out",c.options.delay&&c.options.delay.hide?void(c.timeout=setTimeout(function(){"out"==c.hoverState&&c.hide()},c.options.delay.hide)):c.hide())},c.prototype.show=function(){var b=a.Event("show.bs."+this.type);if(this.hasContent()&&this.enabled){this.$element.trigger(b);var d=a.contains(this.$element[0].ownerDocument.documentElement,this.$element[0]);if(b.isDefaultPrevented()||!d)return;var e=this,f=this.tip(),g=this.getUID(this.type);this.setContent(),f.attr("id",g),this.$element.attr("aria-describedby",g),this.options.animation&&f.addClass("fade");var h="function"==typeof this.options.placement?this.options.placement.call(this,f[0],this.$element[0]):this.options.placement,i=/\s?auto?\s?/i,j=i.test(h);j&&(h=h.replace(i,"")||"top"),f.detach().css({top:0,left:0,display:"block"}).addClass(h).data("bs."+this.type,this),this.options.container?f.appendTo(this.options.container):f.insertAfter(this.$element),this.$element.trigger("inserted.bs."+this.type);var k=this.getPosition(),l=f[0].offsetWidth,m=f[0].offsetHeight;if(j){var n=h,o=this.getPosition(this.$viewport);h="bottom"==h&&k.bottom+m>o.bottom?"top":"top"==h&&k.top-m<o.top?"bottom":"right"==h&&k.right+l>o.width?"left":"left"==h&&k.left-l<o.left?"right":h,f.removeClass(n).addClass(h)}var p=this.getCalculatedOffset(h,k,l,m);this.applyPlacement(p,h);var q=function(){var a=e.hoverState;e.$element.trigger("shown.bs."+e.type),e.hoverState=null,"out"==a&&e.leave(e)};a.support.transition&&this.$tip.hasClass("fade")?f.one("bsTransitionEnd",q).emulateTransitionEnd(c.TRANSITION_DURATION):q()}},c.prototype.applyPlacement=function(b,c){var d=this.tip(),e=d[0].offsetWidth,f=d[0].offsetHeight,g=parseInt(d.css("margin-top"),10),h=parseInt(d.css("margin-left"),10);isNaN(g)&&(g=0),isNaN(h)&&(h=0),b.top+=g,b.left+=h,a.offset.setOffset(d[0],a.extend({using:function(a){d.css({top:Math.round(a.top),left:Math.round(a.left)})}},b),0),d.addClass("in");var i=d[0].offsetWidth,j=d[0].offsetHeight;"top"==c&&j!=f&&(b.top=b.top+f-j);var k=this.getViewportAdjustedDelta(c,b,i,j);k.left?b.left+=k.left:b.top+=k.top;var l=/top|bottom/.test(c),m=l?2*k.left-e+i:2*k.top-f+j,n=l?"offsetWidth":"offsetHeight";d.offset(b),this.replaceArrow(m,d[0][n],l)},c.prototype.replaceArrow=function(a,b,c){this.arrow().css(c?"left":"top",50*(1-a/b)+"%").css(c?"top":"left","")},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle();a.find(".tooltip-inner")[this.options.html?"html":"text"](b),a.removeClass("fade in top bottom left right")},c.prototype.hide=function(b){function d(){"in"!=e.hoverState&&f.detach(),e.$element.removeAttr("aria-describedby").trigger("hidden.bs."+e.type),b&&b()}var e=this,f=a(this.$tip),g=a.Event("hide.bs."+this.type);return this.$element.trigger(g),g.isDefaultPrevented()?void 0:(f.removeClass("in"),a.support.transition&&f.hasClass("fade")?f.one("bsTransitionEnd",d).emulateTransitionEnd(c.TRANSITION_DURATION):d(),this.hoverState=null,this)},c.prototype.fixTitle=function(){var a=this.$element;(a.attr("title")||"string"!=typeof a.attr("data-original-title"))&&a.attr("data-original-title",a.attr("title")||"").attr("title","")},c.prototype.hasContent=function(){return this.getTitle()},c.prototype.getPosition=function(b){b=b||this.$element;var c=b[0],d="BODY"==c.tagName,e=c.getBoundingClientRect();null==e.width&&(e=a.extend({},e,{width:e.right-e.left,height:e.bottom-e.top}));var f=d?{top:0,left:0}:b.offset(),g={scroll:d?document.documentElement.scrollTop||document.body.scrollTop:b.scrollTop()},h=d?{width:a(window).width(),height:a(window).height()}:null;return a.extend({},e,g,h,f)},c.prototype.getCalculatedOffset=function(a,b,c,d){return"bottom"==a?{top:b.top+b.height,left:b.left+b.width/2-c/2}:"top"==a?{top:b.top-d,left:b.left+b.width/2-c/2}:"left"==a?{top:b.top+b.height/2-d/2,left:b.left-c}:{top:b.top+b.height/2-d/2,left:b.left+b.width}},c.prototype.getViewportAdjustedDelta=function(a,b,c,d){var e={top:0,left:0};if(!this.$viewport)return e;var f=this.options.viewport&&this.options.viewport.padding||0,g=this.getPosition(this.$viewport);if(/right|left/.test(a)){var h=b.top-f-g.scroll,i=b.top+f-g.scroll+d;h<g.top?e.top=g.top-h:i>g.top+g.height&&(e.top=g.top+g.height-i)}else{var j=b.left-f,k=b.left+f+c;j<g.left?e.left=g.left-j:k>g.right&&(e.left=g.left+g.width-k)}return e},c.prototype.getTitle=function(){var a,b=this.$element,c=this.options;return a=b.attr("data-original-title")||("function"==typeof c.title?c.title.call(b[0]):c.title)},c.prototype.getUID=function(a){do a+=~~(1e6*Math.random());while(document.getElementById(a));return a},c.prototype.tip=function(){if(!this.$tip&&(this.$tip=a(this.options.template),1!=this.$tip.length))throw new Error(this.type+" `template` option must consist of exactly 1 top-level element!");return this.$tip},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(".tooltip-arrow")},c.prototype.enable=function(){this.enabled=!0},c.prototype.disable=function(){this.enabled=!1},c.prototype.toggleEnabled=function(){this.enabled=!this.enabled},c.prototype.toggle=function(b){var c=this;b&&(c=a(b.currentTarget).data("bs."+this.type),c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c))),b?(c.inState.click=!c.inState.click,c.isInStateTrue()?c.enter(c):c.leave(c)):c.tip().hasClass("in")?c.leave(c):c.enter(c)},c.prototype.destroy=function(){var a=this;clearTimeout(this.timeout),this.hide(function(){a.$element.off("."+a.type).removeData("bs."+a.type),a.$tip&&a.$tip.detach(),a.$tip=null,a.$arrow=null,a.$viewport=null})};var d=a.fn.tooltip;a.fn.tooltip=b,a.fn.tooltip.Constructor=c,a.fn.tooltip.noConflict=function(){return a.fn.tooltip=d,this}}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.popover"),f="object"==typeof b&&b;(e||!/destroy|hide/.test(b))&&(e||d.data("bs.popover",e=new c(this,f)),"string"==typeof b&&e[b]())})}var c=function(a,b){this.init("popover",a,b)};if(!a.fn.tooltip)throw new Error("Popover requires tooltip.js");c.VERSION="3.3.5",c.DEFAULTS=a.extend({},a.fn.tooltip.Constructor.DEFAULTS,{placement:"right",trigger:"click",content:"",template:'<div class="popover" role="tooltip"><div class="arrow"></div><h3 class="popover-title"></h3><div class="popover-content"></div></div>'}),c.prototype=a.extend({},a.fn.tooltip.Constructor.prototype),c.prototype.constructor=c,c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle(),c=this.getContent();a.find(".popover-title")[this.options.html?"html":"text"](b),a.find(".popover-content").children().detach().end()[this.options.html?"string"==typeof c?"html":"append":"text"](c),a.removeClass("fade top bottom left right in"),a.find(".popover-title").html()||a.find(".popover-title").hide()},c.prototype.hasContent=function(){return this.getTitle()||this.getContent()},c.prototype.getContent=function(){var a=this.$element,b=this.options;return a.attr("data-content")||("function"==typeof b.content?b.content.call(a[0]):b.content)},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(".arrow")};var d=a.fn.popover;a.fn.popover=b,a.fn.popover.Constructor=c,a.fn.popover.noConflict=function(){return a.fn.popover=d,this}}(jQuery),+function(a){"use strict";function b(c,d){this.$body=a(document.body),this.$scrollElement=a(a(c).is(document.body)?window:c),this.options=a.extend({},b.DEFAULTS,d),this.selector=(this.options.target||"")+" .nav li > a",this.offsets=[],this.targets=[],this.activeTarget=null,this.scrollHeight=0,this.$scrollElement.on("scroll.bs.scrollspy",a.proxy(this.process,this)),this.refresh(),this.process()}function c(c){return this.each(function(){var d=a(this),e=d.data("bs.scrollspy"),f="object"==typeof c&&c;e||d.data("bs.scrollspy",e=new b(this,f)),"string"==typeof c&&e[c]()})}b.VERSION="3.3.5",b.DEFAULTS={offset:10},b.prototype.getScrollHeight=function(){return this.$scrollElement[0].scrollHeight||Math.max(this.$body[0].scrollHeight,document.documentElement.scrollHeight)},b.prototype.refresh=function(){var b=this,c="offset",d=0;this.offsets=[],this.targets=[],this.scrollHeight=this.getScrollHeight(),a.isWindow(this.$scrollElement[0])||(c="position",d=this.$scrollElement.scrollTop()),this.$body.find(this.selector).map(function(){var b=a(this),e=b.data("target")||b.attr("href"),f=/^#./.test(e)&&a(e);return f&&f.length&&f.is(":visible")&&[[f[c]().top+d,e]]||null}).sort(function(a,b){return a[0]-b[0]}).each(function(){b.offsets.push(this[0]),b.targets.push(this[1])})},b.prototype.process=function(){var a,b=this.$scrollElement.scrollTop()+this.options.offset,c=this.getScrollHeight(),d=this.options.offset+c-this.$scrollElement.height(),e=this.offsets,f=this.targets,g=this.activeTarget;if(this.scrollHeight!=c&&this.refresh(),b>=d)return g!=(a=f[f.length-1])&&this.activate(a);if(g&&b<e[0])return this.activeTarget=null,this.clear();for(a=e.length;a--;)g!=f[a]&&b>=e[a]&&(void 0===e[a+1]||b<e[a+1])&&this.activate(f[a])},b.prototype.activate=function(b){this.activeTarget=b,this.clear();var c=this.selector+'[data-target="'+b+'"],'+this.selector+'[href="'+b+'"]',d=a(c).parents("li").addClass("active");d.parent(".dropdown-menu").length&&(d=d.closest("li.dropdown").addClass("active")),
d.trigger("activate.bs.scrollspy")},b.prototype.clear=function(){a(this.selector).parentsUntil(this.options.target,".active").removeClass("active")};var d=a.fn.scrollspy;a.fn.scrollspy=c,a.fn.scrollspy.Constructor=b,a.fn.scrollspy.noConflict=function(){return a.fn.scrollspy=d,this},a(window).on("load.bs.scrollspy.data-api",function(){a('[data-spy="scroll"]').each(function(){var b=a(this);c.call(b,b.data())})})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.tab");e||d.data("bs.tab",e=new c(this)),"string"==typeof b&&e[b]()})}var c=function(b){this.element=a(b)};c.VERSION="3.3.5",c.TRANSITION_DURATION=150,c.prototype.show=function(){var b=this.element,c=b.closest("ul:not(.dropdown-menu)"),d=b.data("target");if(d||(d=b.attr("href"),d=d&&d.replace(/.*(?=#[^\s]*$)/,"")),!b.parent("li").hasClass("active")){var e=c.find(".active:last a"),f=a.Event("hide.bs.tab",{relatedTarget:b[0]}),g=a.Event("show.bs.tab",{relatedTarget:e[0]});if(e.trigger(f),b.trigger(g),!g.isDefaultPrevented()&&!f.isDefaultPrevented()){var h=a(d);this.activate(b.closest("li"),c),this.activate(h,h.parent(),function(){e.trigger({type:"hidden.bs.tab",relatedTarget:b[0]}),b.trigger({type:"shown.bs.tab",relatedTarget:e[0]})})}}},c.prototype.activate=function(b,d,e){function f(){g.removeClass("active").find("> .dropdown-menu > .active").removeClass("active").end().find('[data-toggle="tab"]').attr("aria-expanded",!1),b.addClass("active").find('[data-toggle="tab"]').attr("aria-expanded",!0),h?(b[0].offsetWidth,b.addClass("in")):b.removeClass("fade"),b.parent(".dropdown-menu").length&&b.closest("li.dropdown").addClass("active").end().find('[data-toggle="tab"]').attr("aria-expanded",!0),e&&e()}var g=d.find("> .active"),h=e&&a.support.transition&&(g.length&&g.hasClass("fade")||!!d.find("> .fade").length);g.length&&h?g.one("bsTransitionEnd",f).emulateTransitionEnd(c.TRANSITION_DURATION):f(),g.removeClass("in")};var d=a.fn.tab;a.fn.tab=b,a.fn.tab.Constructor=c,a.fn.tab.noConflict=function(){return a.fn.tab=d,this};var e=function(c){c.preventDefault(),b.call(a(this),"show")};a(document).on("click.bs.tab.data-api",'[data-toggle="tab"]',e).on("click.bs.tab.data-api",'[data-toggle="pill"]',e)}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.affix"),f="object"==typeof b&&b;e||d.data("bs.affix",e=new c(this,f)),"string"==typeof b&&e[b]()})}var c=function(b,d){this.options=a.extend({},c.DEFAULTS,d),this.$target=a(this.options.target).on("scroll.bs.affix.data-api",a.proxy(this.checkPosition,this)).on("click.bs.affix.data-api",a.proxy(this.checkPositionWithEventLoop,this)),this.$element=a(b),this.affixed=null,this.unpin=null,this.pinnedOffset=null,this.checkPosition()};c.VERSION="3.3.5",c.RESET="affix affix-top affix-bottom",c.DEFAULTS={offset:0,target:window},c.prototype.getState=function(a,b,c,d){var e=this.$target.scrollTop(),f=this.$element.offset(),g=this.$target.height();if(null!=c&&"top"==this.affixed)return c>e?"top":!1;if("bottom"==this.affixed)return null!=c?e+this.unpin<=f.top?!1:"bottom":a-d>=e+g?!1:"bottom";var h=null==this.affixed,i=h?e:f.top,j=h?g:b;return null!=c&&c>=e?"top":null!=d&&i+j>=a-d?"bottom":!1},c.prototype.getPinnedOffset=function(){if(this.pinnedOffset)return this.pinnedOffset;this.$element.removeClass(c.RESET).addClass("affix");var a=this.$target.scrollTop(),b=this.$element.offset();return this.pinnedOffset=b.top-a},c.prototype.checkPositionWithEventLoop=function(){setTimeout(a.proxy(this.checkPosition,this),1)},c.prototype.checkPosition=function(){if(this.$element.is(":visible")){var b=this.$element.height(),d=this.options.offset,e=d.top,f=d.bottom,g=Math.max(a(document).height(),a(document.body).height());"object"!=typeof d&&(f=e=d),"function"==typeof e&&(e=d.top(this.$element)),"function"==typeof f&&(f=d.bottom(this.$element));var h=this.getState(g,b,e,f);if(this.affixed!=h){null!=this.unpin&&this.$element.css("top","");var i="affix"+(h?"-"+h:""),j=a.Event(i+".bs.affix");if(this.$element.trigger(j),j.isDefaultPrevented())return;this.affixed=h,this.unpin="bottom"==h?this.getPinnedOffset():null,this.$element.removeClass(c.RESET).addClass(i).trigger(i.replace("affix","affixed")+".bs.affix")}"bottom"==h&&this.$element.offset({top:g-b-f})}};var d=a.fn.affix;a.fn.affix=b,a.fn.affix.Constructor=c,a.fn.affix.noConflict=function(){return a.fn.affix=d,this},a(window).on("load",function(){a('[data-spy="affix"]').each(function(){var c=a(this),d=c.data();d.offset=d.offset||{},null!=d.offsetBottom&&(d.offset.bottom=d.offsetBottom),null!=d.offsetTop&&(d.offset.top=d.offsetTop),b.call(c,d)})})}(jQuery);"></script>
-<script src="data:application/x-javascript;base64,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"></script>
-<script src="data:application/x-javascript;base64,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"></script>
-<link href="data:text/css;charset=utf-8,%2Epagedtable%20%7B%0Aoverflow%3A%20auto%3B%0Apadding%2Dleft%3A%208px%3B%0Apadding%2Dright%3A%208px%3B%0A%7D%0A%2Epagedtable%2Dwrapper%20%7B%0Aborder%3A%201px%20solid%20%23ccc%3B%0Aborder%2Dradius%3A%204px%3B%0Amargin%2Dbottom%3A%2010px%3B%0A%7D%0A%2Epagedtable%20table%20%7B%0Awidth%3A%20100%25%3B%0Amax%2Dwidth%3A%20100%25%3B%0Amargin%3A%200%3B%0A%7D%0A%2Epagedtable%20th%20%7B%0Apadding%3A%200%205px%200%205px%3B%0Aborder%3A%20none%3B%0Aborder%2Dbottom%3A%202px%20solid%20%23dddddd%3B%0Amin%2Dwidth%3A%2045px%3B%0A%7D%0A%2Epagedtable%2Dempty%20th%20%7B%0Adisplay%3A%20none%3B%0A%7D%0A%2Epagedtable%20td%20%7B%0Apadding%3A%200%204px%200%204px%3B%0A%7D%0A%2Epagedtable%20%2Eeven%20%7B%0Abackground%2Dcolor%3A%20%23fcfcfc%3B%0A%7D%0A%2Epagedtable%2Dpadding%2Dcol%20%7B%0Adisplay%3A%20none%3B%0A%7D%0A%2Epagedtable%20a%20%7B%0A%2Dwebkit%2Dtouch%2Dcallout%3A%20none%3B%0A%2Dwebkit%2Duser%2Dselect%3A%20none%3B%0A%2Dkhtml%2Duser%2Dselect%3A%20none%3B%0A%2Dmoz%2Duser%2Dselect%3A%20none%3B%0A%2Dms%2Duser%2Dselect%3A%20none%3B%0Auser%2Dselect%3A%20none%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dnav%20%7B%0Acursor%3A%20pointer%3B%0Apadding%3A%200%205px%200%205px%3B%0Afloat%3A%20right%3B%0Aborder%3A%200%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dnav%2Ddisabled%20%7B%0Acursor%3A%20default%3B%0Atext%2Ddecoration%3A%20none%3B%0Acolor%3A%20%23999%3B%0A%7D%0Aa%2Epagedtable%2Dindex%2Dnav%2Ddisabled%3Ahover%20%7B%0Atext%2Ddecoration%3A%20none%3B%0Acolor%3A%20%23999%3B%0A%7D%0A%2Epagedtable%2Dindexes%20%7B%0Acursor%3A%20pointer%3B%0Afloat%3A%20right%3B%0Aborder%3A%200%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dcurrent%20%7B%0Acursor%3A%20default%3B%0Atext%2Ddecoration%3A%20none%3B%0Afont%2Dweight%3A%20bold%3B%0Acolor%3A%20%23333%3B%0Aborder%3A%200%3B%0A%7D%0Aa%2Epagedtable%2Dindex%2Dcurrent%3Ahover%20%7B%0Atext%2Ddecoration%3A%20none%3B%0Afont%2Dweight%3A%20bold%3B%0Acolor%3A%20%23333%3B%0A%7D%0A%2Epagedtable%2Dindex%20%7B%0Awidth%3A%2030px%3B%0Adisplay%3A%20inline%2Dblock%3B%0Atext%2Dalign%3A%20center%3B%0Aborder%3A%200%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dseparator%2Dleft%20%7B%0Adisplay%3A%20inline%2Dblock%3B%0Acolor%3A%20%23333%3B%0Afont%2Dsize%3A%209px%3B%0Apadding%3A%200%200%200%200%3B%0Acursor%3A%20default%3B%0A%7D%0A%2Epagedtable%2Dindex%2Dseparator%2Dright%20%7B%0Adisplay%3A%20inline%2Dblock%3B%0Acolor%3A%20%23333%3B%0Afont%2Dsize%3A%209px%3B%0Apadding%3A%200%204px%200%200%3B%0Acursor%3A%20default%3B%0A%7D%0A%2Epagedtable%2Dfooter%20%7B%0Apadding%2Dtop%3A%204px%3B%0Apadding%2Dbottom%3A%205px%3B%0A%7D%0A%2Epagedtable%2Dnot%2Dempty%20%2Epagedtable%2Dfooter%20%7B%0Aborder%2Dtop%3A%202px%20solid%20%23dddddd%3B%0A%7D%0A%2Epagedtable%2Dinfo%20%7B%0Aoverflow%3A%20hidden%3B%0Acolor%3A%20%23999%3B%0Awhite%2Dspace%3A%20nowrap%3B%0Atext%2Doverflow%3A%20ellipsis%3B%0A%7D%0A%2Epagedtable%2Dheader%2Dname%20%7B%0Aoverflow%3A%20hidden%3B%0Atext%2Doverflow%3A%20ellipsis%3B%0A%7D%0A%2Epagedtable%2Dheader%2Dtype%20%7B%0Acolor%3A%20%23999%3B%0Afont%2Dweight%3A%20400%3B%0A%7D%0A%2Epagedtable%2Dna%2Dcell%20%7B%0Afont%2Dstyle%3A%20italic%3B%0Aopacity%3A%200%2E3%3B%0A%7D%0A" rel="stylesheet" />
-<script src="data:application/x-javascript;base64,// Production steps of ECMA-262, Edition 5, 15.4.4.18
// Reference: http://es5.github.io/#x15.4.4.18
if (!Array.prototype.forEach) {

  Array.prototype.forEach = function(callback, thisArg) {

    var T, k;

    if (this === null) {
      throw new TypeError(' this is null or not defined');
    }

    // 1. Let O be the result of calling toObject() passing the
    // |this| value as the argument.
    var O = Object(this);

    // 2. Let lenValue be the result of calling the Get() internal
    // method of O with the argument "length".
    // 3. Let len be toUint32(lenValue).
    var len = O.length >>> 0;

    // 4. If isCallable(callback) is false, throw a TypeError exception.
    // See: http://es5.github.com/#x9.11
    if (typeof callback !== "function") {
      throw new TypeError(callback + ' is not a function');
    }

    // 5. If thisArg was supplied, let T be thisArg; else let
    // T be undefined.
    if (arguments.length > 1) {
      T = thisArg;
    }

    // 6. Let k be 0
    k = 0;

    // 7. Repeat, while k < len
    while (k < len) {

      var kValue;

      // a. Let Pk be ToString(k).
      //    This is implicit for LHS operands of the in operator
      // b. Let kPresent be the result of calling the HasProperty
      //    internal method of O with argument Pk.
      //    This step can be combined with c
      // c. If kPresent is true, then
      if (k in O) {

        // i. Let kValue be the result of calling the Get internal
        // method of O with argument Pk.
        kValue = O[k];

        // ii. Call the Call internal method of callback with T as
        // the this value and argument list containing kValue, k, and O.
        callback.call(T, kValue, k, O);
      }
      // d. Increase k by 1.
      k++;
    }
    // 8. return undefined
  };
}

// Production steps of ECMA-262, Edition 5, 15.4.4.19
// Reference: http://es5.github.io/#x15.4.4.19
if (!Array.prototype.map) {

  Array.prototype.map = function(callback, thisArg) {

    var T, A, k;

    if (this == null) {
      throw new TypeError(' this is null or not defined');
    }

    // 1. Let O be the result of calling ToObject passing the |this|
    //    value as the argument.
    var O = Object(this);

    // 2. Let lenValue be the result of calling the Get internal
    //    method of O with the argument "length".
    // 3. Let len be ToUint32(lenValue).
    var len = O.length >>> 0;

    // 4. If IsCallable(callback) is false, throw a TypeError exception.
    // See: http://es5.github.com/#x9.11
    if (typeof callback !== 'function') {
      throw new TypeError(callback + ' is not a function');
    }

    // 5. If thisArg was supplied, let T be thisArg; else let T be undefined.
    if (arguments.length > 1) {
      T = thisArg;
    }

    // 6. Let A be a new array created as if by the expression new Array(len)
    //    where Array is the standard built-in constructor with that name and
    //    len is the value of len.
    A = new Array(len);

    // 7. Let k be 0
    k = 0;

    // 8. Repeat, while k < len
    while (k < len) {

      var kValue, mappedValue;

      // a. Let Pk be ToString(k).
      //   This is implicit for LHS operands of the in operator
      // b. Let kPresent be the result of calling the HasProperty internal
      //    method of O with argument Pk.
      //   This step can be combined with c
      // c. If kPresent is true, then
      if (k in O) {

        // i. Let kValue be the result of calling the Get internal
        //    method of O with argument Pk.
        kValue = O[k];

        // ii. Let mappedValue be the result of calling the Call internal
        //     method of callback with T as the this value and argument
        //     list containing kValue, k, and O.
        mappedValue = callback.call(T, kValue, k, O);

        // iii. Call the DefineOwnProperty internal method of A with arguments
        // Pk, Property Descriptor
        // { Value: mappedValue,
        //   Writable: true,
        //   Enumerable: true,
        //   Configurable: true },
        // and false.

        // In browsers that support Object.defineProperty, use the following:
        // Object.defineProperty(A, k, {
        //   value: mappedValue,
        //   writable: true,
        //   enumerable: true,
        //   configurable: true
        // });

        // For best browser support, use the following:
        A[k] = mappedValue;
      }
      // d. Increase k by 1.
      k++;
    }

    // 9. return A
    return A;
  };
}

var PagedTable = function (pagedTable) {
  var me = this;

  var source = function(pagedTable) {
    var sourceElems = [].slice.call(pagedTable.children).filter(function(e) {
      return e.hasAttribute("data-pagedtable-source");
    });

    if (sourceElems === null || sourceElems.length !== 1) {
      throw("A single data-pagedtable-source was not found");
    }

    return JSON.parse(sourceElems[0].innerHTML);
  }(pagedTable);

  var options = function(source) {
    var options = typeof(source.options) !== "undefined" &&
      source.options !== null ? source.options : {};

    var columns = typeof(options.columns) !== "undefined" ? options.columns : {};
    var rows = typeof(options.rows) !== "undefined" ? options.rows : {};

    var positiveIntOrNull = function(value) {
      return parseInt(value) >= 0 ? parseInt(value) : null;
    };

    return {
      pages: positiveIntOrNull(options.pages),
      rows: {
        min: positiveIntOrNull(rows.min),
        max: positiveIntOrNull(rows.max),
        total: positiveIntOrNull(rows.total)
      },
      columns: {
        min: positiveIntOrNull(columns.min),
        max: positiveIntOrNull(columns.max),
        total: positiveIntOrNull(columns.total)
      }
    };
  }(source);

  var Measurer = function() {

    // set some default initial values that will get adjusted in runtime
    me.measures = {
      padding: 12,
      character: 8,
      height: 15,
      defaults: true
    };

    me.calculate = function(measuresCell) {
      if (!me.measures.defaults)
        return;

      var measuresCellStyle = window.getComputedStyle(measuresCell, null);

      var newPadding = parsePadding(measuresCellStyle.paddingLeft) +
            parsePadding(measuresCellStyle.paddingRight);

      var sampleString = "ABCDEFGHIJ0123456789";
      var newCharacter = Math.ceil(measuresCell.clientWidth / sampleString.length);

      if (newPadding <= 0 || newCharacter <= 0)
        return;

      me.measures.padding = newPadding;
      me.measures.character = newCharacter;
      me.measures.height = measuresCell.clientHeight;
      me.measures.defaults = false;
    };

    return me;
  };

  var Page = function(data, options) {
    var me = this;

    var defaults = {
      max: 7,
      rows: 10
    };

    var totalPages = function() {
      return Math.ceil(data.length / me.rows);
    };

    me.number = 0;
    me.max = options.pages !== null ? options.pages : defaults.max;
    me.visible = me.max;
    me.rows = options.rows.min !== null ? options.rows.min : defaults.rows;
    me.total = totalPages();

    me.setRows = function(newRows) {
      me.rows = newRows;
      me.total = totalPages();
    };

    me.setPageNumber = function(newPageNumber) {
      if (newPageNumber < 0) newPageNumber = 0;
      if (newPageNumber >= me.total) newPageNumber = me.total - 1;

      me.number = newPageNumber;
    };

    me.setVisiblePages = function(visiblePages) {
      me.visible = Math.min(me.max, visiblePages);
      me.setPageNumber(me.number);
    };

    me.getVisiblePageRange = function() {
      var start = me.number - Math.max(Math.floor((me.visible - 1) / 2), 0);
      var end = me.number + Math.floor(me.visible / 2) + 1;
      var pageCount = me.total;

      if (start < 0) {
        var diffToStart = 0 - start;
        start += diffToStart;
        end += diffToStart;
      }

      if (end > pageCount) {
        var diffToEnd = end - pageCount;
        start -= diffToEnd;
        end -= diffToEnd;
      }

      start = start < 0 ? 0 : start;
      end = end >= pageCount ? pageCount : end;

      var first = false;
      var last = false;

      if (start > 0 && me.visible > 1) {
        start = start + 1;
        first = true;
      }

      if (end < pageCount && me.visible > 2) {
        end = end - 1;
        last = true;
      }

      return {
        first: first,
        start: start,
        end: end,
        last: last
      };
    };

    me.getRowStart = function() {
      var rowStart = page.number * page.rows;
      if (rowStart < 0)
        rowStart = 0;

      return rowStart;
    };

    me.getRowEnd = function() {
      var rowStart = me.getRowStart();
      return Math.min(rowStart + me.rows, data.length);
    };

    me.getPaddingRows = function() {
      var rowStart = me.getRowStart();
      var rowEnd = me.getRowEnd();
      return data.length > me.rows ? me.rows - (rowEnd - rowStart) : 0;
    };
  };

  var Columns = function(data, columns, options) {
    var me = this;

    me.defaults = {
      min: 5
    };

    me.number = 0;
    me.visible = 0;
    me.total = columns.length;
    me.subset = [];
    me.padding = 0;
    me.min = options.columns.min !== null ? options.columns.min : me.defaults.min;
    me.max = options.columns.max !== null ? options.columns.max : null;
    me.widths = {};

    var widthsLookAhead = Math.max(100, options.rows.min);
    var paddingColChars = 10;

    me.emptyNames = function() {
      columns.forEach(function(column) {
        if (columns.label !== null && columns.label !== "")
          return false;
      });

      return true;
    };

    var parsePadding = function(value) {
      return parseInt(value) >= 0 ? parseInt(value) : 0;
    };

    me.calculateWidths = function(measures) {
      columns.forEach(function(column) {
        var maxChars = Math.max(
          column.label.toString().length,
          column.type.toString().length
        );

        for (var idxRow = 0; idxRow < Math.min(widthsLookAhead, data.length); idxRow++) {
          maxChars = Math.max(maxChars, data[idxRow][column.name.toString()].length);
        }

        me.widths[column.name] = {
          // width in characters
          chars: maxChars,
          // width for the inner html columns
          inner: maxChars * measures.character,
          // width adding outer styles like padding
          outer: maxChars * measures.character + measures.padding
        };
      });
    };

    me.getWidth = function() {
      var widthOuter = 0;
      for (var idxCol = 0; idxCol < me.subset.length; idxCol++) {
        var columnName = me.subset[idxCol].name;
        widthOuter = widthOuter + me.widths[columnName].outer;
      }

      widthOuter = widthOuter + me.padding * paddingColChars * measurer.measures.character;

      if (me.hasMoreLeftColumns()) {
        widthOuter = widthOuter + columnNavigationWidthPX + measurer.measures.padding;
      }

      if (me.hasMoreRightColumns()) {
        widthOuter = widthOuter + columnNavigationWidthPX + measurer.measures.padding;
      }

      return widthOuter;
    };

    me.updateSlice = function() {
      if (me.number + me.visible >= me.total)
        me.number = me.total - me.visible;

      if (me.number < 0) me.number = 0;

      me.subset = columns.slice(me.number, Math.min(me.number + me.visible, me.total));

      me.subset = me.subset.map(function(column) {
        Object.keys(column).forEach(function(colKey) {
          column[colKey] = column[colKey] === null ? "" : column[colKey].toString();
        });

        column.width = null;
        return column;
      });
    };

    me.setVisibleColumns = function(columnNumber, newVisibleColumns, paddingCount) {
      me.number = columnNumber;
      me.visible = newVisibleColumns;
      me.padding = paddingCount;

      me.updateSlice();
    };

    me.incColumnNumber = function(increment) {
      me.number = me.number + increment;
    };

    me.setColumnNumber = function(newNumber) {
      me.number = newNumber;
    };

    me.setPaddingCount = function(newPadding) {
      me.padding = newPadding;
    };

    me.getPaddingCount = function() {
      return me.padding;
    };

    me.hasMoreLeftColumns = function() {
      return me.number > 0;
    };

    me.hasMoreRightColumns = function() {
      return me.number + me.visible < me.total;
    };

    me.updateSlice(0);
    return me;
  };

  var data = source.data;
  var page = new Page(data, options);
  var measurer = new Measurer(data, options);
  var columns = new Columns(data, source.columns, options);

  var table = null;
  var tableDiv = null;
  var header = null;
  var footer = null;
  var tbody = null;

  // Caches pagedTable.clientWidth, specially for webkit
  var cachedPagedTableClientWidth = null;

  var onChangeCallbacks = [];

  var clearSelection = function() {
    if(document.selection && document.selection.empty) {
      document.selection.empty();
    } else if(window.getSelection) {
      var sel = window.getSelection();
      sel.removeAllRanges();
    }
  };

  var columnNavigationWidthPX = 5;

  var renderColumnNavigation = function(increment, backwards) {
    var arrow = document.createElement("div");
    arrow.setAttribute("style",
      "border-top: " + columnNavigationWidthPX + "px solid transparent;" +
      "border-bottom: " + columnNavigationWidthPX + "px solid transparent;" +
      "border-" + (backwards ? "right" : "left") + ": " + columnNavigationWidthPX + "px solid;");

    var header = document.createElement("th");
    header.appendChild(arrow);
    header.setAttribute("style",
      "cursor: pointer;" +
      "vertical-align: middle;" +
      "min-width: " + columnNavigationWidthPX + "px;" +
      "width: " + columnNavigationWidthPX + "px;");

    header.onclick = function() {
      columns.incColumnNumber(backwards ? -1 : increment);

      me.animateColumns(backwards);
      renderFooter();

      clearSelection();
      triggerOnChange();
    };

    return header;
  };

  var maxColumnWidth = function(width) {
    var padding = 80;
    var columnMax = Math.max(cachedPagedTableClientWidth - padding, 0);

    return parseInt(width) > 0 ?
      Math.min(columnMax, parseInt(width)) + "px" :
      columnMax + "px";
  };

  var clearHeader = function() {
    var thead = pagedTable.querySelectorAll("thead")[0];
    thead.innerHTML = "";
  };

  var renderHeader = function(clear) {
    cachedPagedTableClientWidth = pagedTable.clientWidth;

    var fragment = document.createDocumentFragment();

    header = document.createElement("tr");
    fragment.appendChild(header);

    if (columns.number > 0)
      header.appendChild(renderColumnNavigation(-columns.visible, true));

    columns.subset = columns.subset.map(function(columnData) {
      var column = document.createElement("th");
      column.setAttribute("align", columnData.align);
      column.style.textAlign = columnData.align;

      column.style.maxWidth = maxColumnWidth(null);
      if (columnData.width) {
        column.style.minWidth =
          column.style.maxWidth = maxColumnWidth(columnData.width);
      }

      var columnName = document.createElement("div");
      columnName.setAttribute("class", "pagedtable-header-name");
      if (columnData.label === "") {
        columnName.innerHTML = "&nbsp;";
      }
      else {
        columnName.appendChild(document.createTextNode(columnData.label));
      }
      column.appendChild(columnName);

      var columnType = document.createElement("div");
      columnType.setAttribute("class", "pagedtable-header-type");
      if (columnData.type === "") {
        columnType.innerHTML = "&nbsp;";
      }
      else {
        columnType.appendChild(document.createTextNode("<" + columnData.type + ">"));
      }
      column.appendChild(columnType);

      header.appendChild(column);

      columnData.element = column;

      return columnData;
    });

    for (var idx = 0; idx < columns.getPaddingCount(); idx++) {
      var paddingCol = document.createElement("th");
      paddingCol.setAttribute("class", "pagedtable-padding-col");
      header.appendChild(paddingCol);
    }

    if (columns.number + columns.visible < columns.total)
      header.appendChild(renderColumnNavigation(columns.visible, false));

    if (typeof(clear) == "undefined" || clear) clearHeader();
    var thead = pagedTable.querySelectorAll("thead")[0];
    thead.appendChild(fragment);
  };

  me.animateColumns = function(backwards) {
    var thead = pagedTable.querySelectorAll("thead")[0];

    var headerOld = thead.querySelectorAll("tr")[0];
    var tbodyOld = table.querySelectorAll("tbody")[0];

    me.fitColumns(backwards);

    renderHeader(false);

    header.style.opacity = "0";
    header.style.transform = backwards ? "translateX(-30px)" : "translateX(30px)";
    header.style.transition = "transform 200ms linear, opacity 200ms";
    header.style.transitionDelay = "0";

    renderBody(false);

    if (headerOld) {
      headerOld.style.position = "absolute";
      headerOld.style.transform = "translateX(0px)";
      headerOld.style.opacity = "1";
      headerOld.style.transition = "transform 100ms linear, opacity 100ms";
      headerOld.setAttribute("class", "pagedtable-remove-head");
      if (headerOld.style.transitionEnd) {
        headerOld.addEventListener("transitionend", function() {
          var headerOldByClass = thead.querySelector(".pagedtable-remove-head");
          if (headerOldByClass) thead.removeChild(headerOldByClass);
        });
      }
      else {
        thead.removeChild(headerOld);
      }
    }

    if (tbodyOld) table.removeChild(tbodyOld);

    tbody.style.opacity = "0";
    tbody.style.transition = "transform 200ms linear, opacity 200ms";
    tbody.style.transitionDelay = "0ms";

    // force relayout
    window.getComputedStyle(header).opacity;
    window.getComputedStyle(tbody).opacity;

    if (headerOld) {
      headerOld.style.transform = backwards ? "translateX(20px)" : "translateX(-30px)";
      headerOld.style.opacity = "0";
    }

    header.style.transform = "translateX(0px)";
    header.style.opacity = "1";

    tbody.style.opacity = "1";
  }

  me.onChange = function(callback) {
    onChangeCallbacks.push(callback);
  };

  var triggerOnChange = function() {
    onChangeCallbacks.forEach(function(onChange) {
      onChange();
    });
  };

  var clearBody = function() {
    if (tbody) {
      table.removeChild(tbody);
      tbody = null;
    }
  };

  var renderBody = function(clear) {
    cachedPagedTableClientWidth = pagedTable.clientWidth

    var fragment = document.createDocumentFragment();

    var pageData = data.slice(page.getRowStart(), page.getRowEnd());

    pageData.forEach(function(dataRow, idxRow) {
      var htmlRow = document.createElement("tr");
      htmlRow.setAttribute("class", (idxRow % 2 !==0) ? "even" : "odd");

      if (columns.hasMoreLeftColumns())
        htmlRow.appendChild(document.createElement("td"));

      columns.subset.forEach(function(columnData) {
        var cellName = columnData.name;
        var dataCell = dataRow[cellName];
        var htmlCell = document.createElement("td");

        if (dataCell === "NA") htmlCell.setAttribute("class", "pagedtable-na-cell");
        if (dataCell === "__NA__") dataCell = "NA";

        var cellText = document.createTextNode(dataCell);
        htmlCell.appendChild(cellText);
        if (dataCell.length > 50) {
          htmlCell.setAttribute("title", dataCell);
        }
        htmlCell.setAttribute("align", columnData.align);
        htmlCell.style.textAlign = columnData.align;
        htmlCell.style.maxWidth = maxColumnWidth(null);
        if (columnData.width) {
          htmlCell.style.minWidth = htmlCell.style.maxWidth = maxColumnWidth(columnData.width);
        }
        htmlRow.appendChild(htmlCell);
      });

      for (var idx = 0; idx < columns.getPaddingCount(); idx++) {
        var paddingCol = document.createElement("td");
        paddingCol.setAttribute("class", "pagedtable-padding-col");
        htmlRow.appendChild(paddingCol);
      }

      if (columns.hasMoreRightColumns())
        htmlRow.appendChild(document.createElement("td"));

      fragment.appendChild(htmlRow);
    });

    for (var idxPadding = 0; idxPadding < page.getPaddingRows(); idxPadding++) {
      var paddingRow = document.createElement("tr");

      var paddingCellRow = document.createElement("td");
      paddingCellRow.innerHTML = "&nbsp;";
      paddingCellRow.setAttribute("colspan", "100%");
      paddingRow.appendChild(paddingCellRow);

      fragment.appendChild(paddingRow);
    }

    if (typeof(clear) == "undefined" || clear) clearBody();
    tbody = document.createElement("tbody");
    tbody.appendChild(fragment);

    table.appendChild(tbody);
  };

  var getLabelInfo = function() {
    var pageStart = page.getRowStart();
    var pageEnd = page.getRowEnd();
    var totalRows = data.length;

    var totalRowsLabel = options.rows.total ? options.rows.total : totalRows;
    var totalRowsLabelFormat = totalRowsLabel.toString().replace(/(\d)(?=(\d\d\d)+(?!\d))/g, '$1,');

    var infoText = (pageStart + 1) + "-" + pageEnd + " of " + totalRowsLabelFormat + " rows";
    if (totalRows < page.rows) {
      infoText = totalRowsLabel + " row" + (totalRows != 1 ? "s" : "");
    }
    if (columns.total > columns.visible) {
      var totalColumnsLabel = options.columns.total ? options.columns.total : columns.total;

      infoText = infoText + " | " + (columns.number + 1) + "-" +
        (Math.min(columns.number + columns.visible, columns.total)) +
        " of " + totalColumnsLabel + " columns";
    }

    return infoText;
  };

  var clearFooter = function() {
    footer = pagedTable.querySelectorAll("div.pagedtable-footer")[0];
    footer.innerHTML = "";

    return footer;
  };

  var createPageLink = function(idxPage) {
    var pageLink = document.createElement("a");
    pageLinkClass = idxPage === page.number ? "pagedtable-index pagedtable-index-current" : "pagedtable-index";
    pageLink.setAttribute("class", pageLinkClass);
    pageLink.setAttribute("data-page-index", idxPage);
    pageLink.onclick = function() {
      page.setPageNumber(parseInt(this.getAttribute("data-page-index")));
      renderBody();
      renderFooter();

      triggerOnChange();
    };

    pageLink.appendChild(document.createTextNode(idxPage + 1));

    return pageLink;
  }

  var renderFooter = function() {
    footer = clearFooter();

    var next = document.createElement("a");
    next.appendChild(document.createTextNode("Next"));
    next.onclick = function() {
      page.setPageNumber(page.number + 1);
      renderBody();
      renderFooter();

      triggerOnChange();
    };
    if (data.length > page.rows) footer.appendChild(next);

    var pageNumbers = document.createElement("div");
    pageNumbers.setAttribute("class", "pagedtable-indexes");

    var pageRange = page.getVisiblePageRange();

    if (pageRange.first) {
      var pageLink = createPageLink(0);
      pageNumbers.appendChild(pageLink);

      var pageSeparator = document.createElement("div");
      pageSeparator.setAttribute("class", "pagedtable-index-separator-left");
      pageSeparator.appendChild(document.createTextNode("..."))
      pageNumbers.appendChild(pageSeparator);
    }

    for (var idxPage = pageRange.start; idxPage < pageRange.end; idxPage++) {
      var pageLink = createPageLink(idxPage);

      pageNumbers.appendChild(pageLink);
    }

    if (pageRange.last) {
      var pageSeparator = document.createElement("div");
      pageSeparator.setAttribute("class", "pagedtable-index-separator-right");
      pageSeparator.appendChild(document.createTextNode("..."))
      pageNumbers.appendChild(pageSeparator);

      var pageLink = createPageLink(page.total - 1);
      pageNumbers.appendChild(pageLink);
    }

    if (data.length > page.rows) footer.appendChild(pageNumbers);

    var previous = document.createElement("a");
    previous.appendChild(document.createTextNode("Previous"));
    previous.onclick = function() {
      page.setPageNumber(page.number - 1);
      renderBody();
      renderFooter();

      triggerOnChange();
    };
    if (data.length > page.rows) footer.appendChild(previous);

    var infoLabel = document.createElement("div");
    infoLabel.setAttribute("class", "pagedtable-info");
    infoLabel.setAttribute("title", getLabelInfo());
    infoLabel.appendChild(document.createTextNode(getLabelInfo()));
    footer.appendChild(infoLabel);

    var enabledClass = "pagedtable-index-nav";
    var disabledClass = "pagedtable-index-nav pagedtable-index-nav-disabled";
    previous.setAttribute("class", page.number <= 0 ? disabledClass : enabledClass);
    next.setAttribute("class", (page.number + 1) * page.rows >= data.length ? disabledClass : enabledClass);
  };

  var measuresCell = null;

  var renderMeasures = function() {
    var measuresTable = document.createElement("table");
    measuresTable.style.visibility = "hidden";
    measuresTable.style.position = "absolute";
    measuresTable.style.whiteSpace = "nowrap";
    measuresTable.style.height = "auto";
    measuresTable.style.width = "auto";

    var measuresRow = document.createElement("tr");
    measuresTable.appendChild(measuresRow);

    measuresCell = document.createElement("td");
    var sampleString = "ABCDEFGHIJ0123456789";
    measuresCell.appendChild(document.createTextNode(sampleString));

    measuresRow.appendChild(measuresCell);

    tableDiv.appendChild(measuresTable);
  }

  me.init = function() {
    tableDiv = document.createElement("div");
    pagedTable.appendChild(tableDiv);
    var pagedTableClass = data.length > 0 ?
      "pagedtable pagedtable-not-empty" :
      "pagedtable pagedtable-empty";

    if (columns.total == 0 || (columns.emptyNames() && data.length == 0)) {
      pagedTableClass = pagedTableClass + " pagedtable-empty-columns";
    }

    tableDiv.setAttribute("class", pagedTableClass);

    renderMeasures();
    measurer.calculate(measuresCell);
    columns.calculateWidths(measurer.measures);

    table = document.createElement("table");
    table.setAttribute("cellspacing", "0");
    table.setAttribute("class", "table table-condensed");
    tableDiv.appendChild(table);

    table.appendChild(document.createElement("thead"));

    var footerDiv = document.createElement("div");
    footerDiv.setAttribute("class", "pagedtable-footer");
    tableDiv.appendChild(footerDiv);

    // if the host has not yet provided horizontal space, render hidden
    if (tableDiv.clientWidth <= 0) {
      tableDiv.style.opacity = "0";
    }

    me.render();

    // retry seizing columns later if the host has not provided space
    function retryFit() {
      if (tableDiv.clientWidth <= 0) {
        setTimeout(retryFit, 100);
      } else {
        me.render();
        triggerOnChange();
      }
    }
    if (tableDiv.clientWidth <= 0) {
      retryFit();
    }
  };

  var registerWidths = function() {
    columns.subset = columns.subset.map(function(column) {
      column.width = columns.widths[column.name].inner;
      return column;
    });
  };

  var parsePadding = function(value) {
    return parseInt(value) >= 0 ? parseInt(value) : 0;
  };

  me.fixedHeight = function() {
    return options.rows.max != null;
  }

  me.fitRows = function() {
    if (me.fixedHeight())
      return;

    measurer.calculate(measuresCell);

    var rows = options.rows.min !== null ? options.rows.min : 0;
    var headerHeight = header !== null && header.offsetHeight > 0 ? header.offsetHeight : 0;
    var footerHeight = footer !== null && footer.offsetHeight > 0 ? footer.offsetHeight : 0;

    if (pagedTable.offsetHeight > 0) {
      var availableHeight = pagedTable.offsetHeight - headerHeight - footerHeight;
      rows = Math.floor((availableHeight) / measurer.measures.height);
    }

    rows = options.rows.min !== null ? Math.max(options.rows.min, rows) : rows;

    page.setRows(rows);
  }

  // The goal of this function is to add as many columns as possible
  // starting from left-to-right, when the right most limit is reached
  // it tries to add columns from the left as well.
  //
  // When startBackwards is true columns are added from right-to-left
  me.fitColumns = function(startBackwards) {
    measurer.calculate(measuresCell);
    columns.calculateWidths(measurer.measures);

    if (tableDiv.clientWidth > 0) {
      tableDiv.style.opacity = 1;
    }

    var visibleColumns = tableDiv.clientWidth <= 0 ? Math.max(columns.min, 1) : 1;
    var columnNumber = columns.number;
    var paddingCount = 0;

    // track a list of added columns as we build the visible ones to allow us
    // to remove columns when they don't fit anymore.
    var columnHistory = [];

    var lastTableHeight = 0;
    var backwards = startBackwards;

    var tableDivStyle = window.getComputedStyle(tableDiv, null);
    var tableDivPadding = parsePadding(tableDivStyle.paddingLeft) +
      parsePadding(tableDivStyle.paddingRight);

    var addPaddingCol = false;
    var currentWidth = 0;

    while (true) {
      columns.setVisibleColumns(columnNumber, visibleColumns, paddingCount);
      currentWidth = columns.getWidth();

      if (tableDiv.clientWidth - tableDivPadding < currentWidth) {
        break;
      }

      columnHistory.push({
        columnNumber: columnNumber,
        visibleColumns: visibleColumns,
        paddingCount: paddingCount
      });

      if (columnHistory.length > 100) {
        console.error("More than 100 tries to fit columns, aborting");
        break;
      }

      if (columns.max !== null &&
        columns.visible + columns.getPaddingCount() >= columns.max) {
        break;
      }

      // if we run out of right-columns
      if (!backwards && columnNumber + columns.visible >= columns.total) {
        // if we started adding right-columns, try adding left-columns
        if (!startBackwards && columnNumber > 0) {
          backwards = true;
        }
        else if (columns.min === null || visibleColumns + columns.getPaddingCount() >= columns.min) {
          break;
        }
        else {
          paddingCount = paddingCount + 1;
        }
      }

      // if we run out of left-columns
      if (backwards && columnNumber == 0) {
        // if we started adding left-columns, try adding right-columns
        if (startBackwards && columnNumber + columns.visible < columns.total) {
          backwards = false;
        }
        else if (columns.min === null || visibleColumns + columns.getPaddingCount() >= columns.min) {
          break;
        }
        else {
          paddingCount = paddingCount + 1;
        }
      }

      // when moving backwards try fitting left columns first
      if (backwards && columnNumber > 0) {
        columnNumber = columnNumber - 1;
      }

      if (columnNumber + visibleColumns < columns.total) {
        visibleColumns = visibleColumns + 1;
      }
    }

    var lastRenderableColumn = {
        columnNumber: columnNumber,
        visibleColumns: visibleColumns,
        paddingCount: paddingCount
    };

    if (columnHistory.length > 0) {
      lastRenderableColumn = columnHistory[columnHistory.length - 1];
    }

    columns.setVisibleColumns(
      lastRenderableColumn.columnNumber,
      lastRenderableColumn.visibleColumns,
      lastRenderableColumn.paddingCount);

    if (pagedTable.offsetWidth > 0) {
      page.setVisiblePages(Math.max(Math.ceil(1.0 * (pagedTable.offsetWidth - 250) / 40), 2));
    }

    registerWidths();
  };

  me.fit = function(startBackwards) {
    me.fitRows();
    me.fitColumns(startBackwards);
  }

  me.render = function() {
    me.fitColumns(false);

    // render header/footer to measure height accurately
    renderHeader();
    renderFooter();

    me.fitRows();
    renderBody();

    // re-render footer to match new rows
    renderFooter();
  }

  var resizeLastWidth = -1;
  var resizeLastHeight = -1;
  var resizeNewWidth = -1;
  var resizeNewHeight = -1;
  var resizePending = false;

  me.resize = function(newWidth, newHeight) {

    function resizeDelayed() {
      resizePending = false;

      if (
        (resizeNewWidth !== resizeLastWidth) ||
        (!me.fixedHeight() && resizeNewHeight !== resizeLastHeight)
      ) {
        resizeLastWidth = resizeNewWidth;
        resizeLastHeight = resizeNewHeight;

        setTimeout(resizeDelayed, 200);
        resizePending = true;
      } else {
        me.render();
        triggerOnChange();

        resizeLastWidth = -1;
        resizeLastHeight = -1;
      }
    }

    resizeNewWidth = newWidth;
    resizeNewHeight = newHeight;

    if (!resizePending) resizeDelayed();
  };
};

var PagedTableDoc;
(function (PagedTableDoc) {
  var allPagedTables = [];

  PagedTableDoc.initAll = function() {
    allPagedTables = [];

    var pagedTables = [].slice.call(document.querySelectorAll('[data-pagedtable="false"],[data-pagedtable=""]'));
    pagedTables.forEach(function(pagedTable, idx) {
      pagedTable.setAttribute("data-pagedtable", "true");
      pagedTable.setAttribute("pagedtable-page", 0);
      pagedTable.setAttribute("class", "pagedtable-wrapper");

      var pagedTableInstance = new PagedTable(pagedTable);
      pagedTableInstance.init();

      allPagedTables.push(pagedTableInstance);
    });
  };

  PagedTableDoc.resizeAll = function() {
    allPagedTables.forEach(function(pagedTable) {
      pagedTable.render();
    });
  };

  window.addEventListener("resize", PagedTableDoc.resizeAll);

  return PagedTableDoc;
})(PagedTableDoc || (PagedTableDoc = {}));

window.onload = function() {
  PagedTableDoc.initAll();
};
"></script>
-<script src="data:application/x-javascript;base64,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"></script>
-<script src="data:application/x-javascript;base64,CndpbmRvdy5pbml0aWFsaXplQ29kZUZvbGRpbmcgPSBmdW5jdGlvbihzaG93KSB7CgogIC8vIGhhbmRsZXJzIGZvciBzaG93LWFsbCBhbmQgaGlkZSBhbGwKICAkKCIjcm1kLXNob3ctYWxsLWNvZGUiKS5jbGljayhmdW5jdGlvbigpIHsKICAgICQoJ2Rpdi5yLWNvZGUtY29sbGFwc2UnKS5lYWNoKGZ1bmN0aW9uKCkgewogICAgICAkKHRoaXMpLmNvbGxhcHNlKCdzaG93Jyk7CiAgICB9KTsKICB9KTsKICAkKCIjcm1kLWhpZGUtYWxsLWNvZGUiKS5jbGljayhmdW5jdGlvbigpIHsKICAgICQoJ2Rpdi5yLWNvZGUtY29sbGFwc2UnKS5lYWNoKGZ1bmN0aW9uKCkgewogICAgICAkKHRoaXMpLmNvbGxhcHNlKCdoaWRlJyk7CiAgICB9KTsKICB9KTsKCiAgLy8gaW5kZXggZm9yIHVuaXF1ZSBjb2RlIGVsZW1lbnQgaWRzCiAgdmFyIGN1cnJlbnRJbmRleCA9IDE7CgogIC8vIHNlbGVjdCBhbGwgUiBjb2RlIGJsb2NrcwogIHZhciByQ29kZUJsb2NrcyA9ICQoJ3ByZS5yLCBwcmUucHl0aG9uLCBwcmUuYmFzaCwgcHJlLnNxbCwgcHJlLmNwcCwgcHJlLnN0YW4nKTsKICByQ29kZUJsb2Nrcy5lYWNoKGZ1bmN0aW9uKCkgewoKICAgIC8vIGNyZWF0ZSBhIGNvbGxhcHNhYmxlIGRpdiB0byB3cmFwIHRoZSBjb2RlIGluCiAgICB2YXIgZGl2ID0gJCgnPGRpdiBjbGFzcz0iY29sbGFwc2Ugci1jb2RlLWNvbGxhcHNlIj48L2Rpdj4nKTsKICAgIGlmIChzaG93KQogICAgICBkaXYuYWRkQ2xhc3MoJ2luJyk7CiAgICB2YXIgaWQgPSAncmNvZGUtNjQzRTBGMzYnICsgY3VycmVudEluZGV4Kys7CiAgICBkaXYuYXR0cignaWQnLCBpZCk7CiAgICAkKHRoaXMpLmJlZm9yZShkaXYpOwogICAgJCh0aGlzKS5kZXRhY2goKS5hcHBlbmRUbyhkaXYpOwoKICAgIC8vIGFkZCBhIHNob3cgY29kZSBidXR0b24gcmlnaHQgYWJvdmUKICAgIHZhciBzaG93Q29kZVRleHQgPSAkKCc8c3Bhbj4nICsgKHNob3cgPyAnSGlkZScgOiAnQ29kZScpICsgJzwvc3Bhbj4nKTsKICAgIHZhciBzaG93Q29kZUJ1dHRvbiA9ICQoJzxidXR0b24gdHlwZT0iYnV0dG9uIiBjbGFzcz0iYnRuIGJ0bi1kZWZhdWx0IGJ0bi14cyBjb2RlLWZvbGRpbmctYnRuIHB1bGwtcmlnaHQiPjwvYnV0dG9uPicpOwogICAgc2hvd0NvZGVCdXR0b24uYXBwZW5kKHNob3dDb2RlVGV4dCk7CiAgICBzaG93Q29kZUJ1dHRvbgogICAgICAgIC5hdHRyKCdkYXRhLXRvZ2dsZScsICdjb2xsYXBzZScpCiAgICAgICAgLmF0dHIoJ2RhdGEtdGFyZ2V0JywgJyMnICsgaWQpCiAgICAgICAgLmF0dHIoJ2FyaWEtZXhwYW5kZWQnLCBzaG93KQogICAgICAgIC5hdHRyKCdhcmlhLWNvbnRyb2xzJywgaWQpOwoKICAgIHZhciBidXR0b25Sb3cgPSAkKCc8ZGl2IGNsYXNzPSJyb3ciPjwvZGl2PicpOwogICAgdmFyIGJ1dHRvbkNvbCA9ICQoJzxkaXYgY2xhc3M9ImNvbC1tZC0xMiI+PC9kaXY+Jyk7CgogICAgYnV0dG9uQ29sLmFwcGVuZChzaG93Q29kZUJ1dHRvbik7CiAgICBidXR0b25Sb3cuYXBwZW5kKGJ1dHRvbkNvbCk7CgogICAgZGl2LmJlZm9yZShidXR0b25Sb3cpOwoKICAgIC8vIHVwZGF0ZSBzdGF0ZSBvZiBidXR0b24gb24gc2hvdy9oaWRlCiAgICBkaXYub24oJ2hpZGRlbi5icy5jb2xsYXBzZScsIGZ1bmN0aW9uICgpIHsKICAgICAgc2hvd0NvZGVUZXh0LnRleHQoJ0NvZGUnKTsKICAgIH0pOwogICAgZGl2Lm9uKCdzaG93LmJzLmNvbGxhcHNlJywgZnVuY3Rpb24gKCkgewogICAgICBzaG93Q29kZVRleHQudGV4dCgnSGlkZScpOwogICAgfSk7CiAgfSk7Cgp9Cg=="></script>
-<script src="data:application/x-javascript;base64,CndpbmRvdy5pbml0aWFsaXplU291cmNlRW1iZWQgPSBmdW5jdGlvbihmaWxlbmFtZSkgewogICQoIiNybWQtZG93bmxvYWQtc291cmNlIikuY2xpY2soZnVuY3Rpb24oKSB7CiAgICB2YXIgc3JjID0gJCgiI3JtZC1zb3VyY2UtY29kZSIpLmh0bWwoKTsKICAgIHZhciBhID0gZG9jdW1lbnQuY3JlYXRlRWxlbWVudCgnYScpOwogICAgYS5ocmVmID0gImRhdGE6dGV4dC94LXItbWFya2Rvd247YmFzZTY0LCIgKyBzcmM7CiAgICBhLmRvd25sb2FkID0gZmlsZW5hbWU7CiAgICBkb2N1bWVudC5ib2R5LmFwcGVuZENoaWxkKGEpOwogICAgYS5jbGljaygpOwogICAgZG9jdW1lbnQuYm9keS5yZW1vdmVDaGlsZChhKTsKICB9KTsKfTsK"></script>
-<link href="data:text/css;charset=utf-8,%2Ehljs%2Dliteral%20%7B%0Acolor%3A%20rgb%2888%2C%2072%2C%20246%29%3B%0A%7D%0A%2Ehljs%2Dnumber%20%7B%0Acolor%3A%20rgb%280%2C%200%2C%20205%29%3B%0A%7D%0A%2Ehljs%2Dcomment%20%7B%0Acolor%3A%20rgb%2876%2C%20136%2C%20107%29%3B%0A%7D%0A%2Ehljs%2Dkeyword%20%7B%0Acolor%3A%20rgb%280%2C%200%2C%20255%29%3B%0A%7D%0A%2Ehljs%2Dstring%20%7B%0Acolor%3A%20rgb%283%2C%20106%2C%207%29%3B%0A%7D%0A" rel="stylesheet" />
-<script src="data:application/x-javascript;base64,/*! highlight.js v9.12.0 | BSD3 License | git.io/hljslicense */
!function(e){var n="object"==typeof window&&window||"object"==typeof self&&self;"undefined"!=typeof exports?e(exports):n&&(n.hljs=e({}),"function"==typeof define&&define.amd&&define([],function(){return n.hljs}))}(function(e){function n(e){return e.replace(/&/g,"&amp;").replace(/</g,"&lt;").replace(/>/g,"&gt;")}function t(e){return e.nodeName.toLowerCase()}function r(e,n){var t=e&&e.exec(n);return t&&0===t.index}function a(e){return k.test(e)}function i(e){var n,t,r,i,o=e.className+" ";if(o+=e.parentNode?e.parentNode.className:"",t=B.exec(o))return w(t[1])?t[1]:"no-highlight";for(o=o.split(/\s+/),n=0,r=o.length;r>n;n++)if(i=o[n],a(i)||w(i))return i}function o(e){var n,t={},r=Array.prototype.slice.call(arguments,1);for(n in e)t[n]=e[n];return r.forEach(function(e){for(n in e)t[n]=e[n]}),t}function u(e){var n=[];return function r(e,a){for(var i=e.firstChild;i;i=i.nextSibling)3===i.nodeType?a+=i.nodeValue.length:1===i.nodeType&&(n.push({event:"start",offset:a,node:i}),a=r(i,a),t(i).match(/br|hr|img|input/)||n.push({event:"stop",offset:a,node:i}));return a}(e,0),n}function c(e,r,a){function i(){return e.length&&r.length?e[0].offset!==r[0].offset?e[0].offset<r[0].offset?e:r:"start"===r[0].event?e:r:e.length?e:r}function o(e){function r(e){return" "+e.nodeName+'="'+n(e.value).replace('"',"&quot;")+'"'}s+="<"+t(e)+E.map.call(e.attributes,r).join("")+">"}function u(e){s+="</"+t(e)+">"}function c(e){("start"===e.event?o:u)(e.node)}for(var l=0,s="",f=[];e.length||r.length;){var g=i();if(s+=n(a.substring(l,g[0].offset)),l=g[0].offset,g===e){f.reverse().forEach(u);do c(g.splice(0,1)[0]),g=i();while(g===e&&g.length&&g[0].offset===l);f.reverse().forEach(o)}else"start"===g[0].event?f.push(g[0].node):f.pop(),c(g.splice(0,1)[0])}return s+n(a.substr(l))}function l(e){return e.v&&!e.cached_variants&&(e.cached_variants=e.v.map(function(n){return o(e,{v:null},n)})),e.cached_variants||e.eW&&[o(e)]||[e]}function s(e){function n(e){return e&&e.source||e}function t(t,r){return new RegExp(n(t),"m"+(e.cI?"i":"")+(r?"g":""))}function r(a,i){if(!a.compiled){if(a.compiled=!0,a.k=a.k||a.bK,a.k){var o={},u=function(n,t){e.cI&&(t=t.toLowerCase()),t.split(" ").forEach(function(e){var t=e.split("|");o[t[0]]=[n,t[1]?Number(t[1]):1]})};"string"==typeof a.k?u("keyword",a.k):x(a.k).forEach(function(e){u(e,a.k[e])}),a.k=o}a.lR=t(a.l||/\w+/,!0),i&&(a.bK&&(a.b="\\b("+a.bK.split(" ").join("|")+")\\b"),a.b||(a.b=/\B|\b/),a.bR=t(a.b),a.e||a.eW||(a.e=/\B|\b/),a.e&&(a.eR=t(a.e)),a.tE=n(a.e)||"",a.eW&&i.tE&&(a.tE+=(a.e?"|":"")+i.tE)),a.i&&(a.iR=t(a.i)),null==a.r&&(a.r=1),a.c||(a.c=[]),a.c=Array.prototype.concat.apply([],a.c.map(function(e){return l("self"===e?a:e)})),a.c.forEach(function(e){r(e,a)}),a.starts&&r(a.starts,i);var c=a.c.map(function(e){return e.bK?"\\.?("+e.b+")\\.?":e.b}).concat([a.tE,a.i]).map(n).filter(Boolean);a.t=c.length?t(c.join("|"),!0):{exec:function(){return null}}}}r(e)}function f(e,t,a,i){function o(e,n){var t,a;for(t=0,a=n.c.length;a>t;t++)if(r(n.c[t].bR,e))return n.c[t]}function u(e,n){if(r(e.eR,n)){for(;e.endsParent&&e.parent;)e=e.parent;return e}return e.eW?u(e.parent,n):void 0}function c(e,n){return!a&&r(n.iR,e)}function l(e,n){var t=N.cI?n[0].toLowerCase():n[0];return e.k.hasOwnProperty(t)&&e.k[t]}function p(e,n,t,r){var a=r?"":I.classPrefix,i='<span class="'+a,o=t?"":C;return i+=e+'">',i+n+o}function h(){var e,t,r,a;if(!E.k)return n(k);for(a="",t=0,E.lR.lastIndex=0,r=E.lR.exec(k);r;)a+=n(k.substring(t,r.index)),e=l(E,r),e?(B+=e[1],a+=p(e[0],n(r[0]))):a+=n(r[0]),t=E.lR.lastIndex,r=E.lR.exec(k);return a+n(k.substr(t))}function d(){var e="string"==typeof E.sL;if(e&&!y[E.sL])return n(k);var t=e?f(E.sL,k,!0,x[E.sL]):g(k,E.sL.length?E.sL:void 0);return E.r>0&&(B+=t.r),e&&(x[E.sL]=t.top),p(t.language,t.value,!1,!0)}function b(){L+=null!=E.sL?d():h(),k=""}function v(e){L+=e.cN?p(e.cN,"",!0):"",E=Object.create(e,{parent:{value:E}})}function m(e,n){if(k+=e,null==n)return b(),0;var t=o(n,E);if(t)return t.skip?k+=n:(t.eB&&(k+=n),b(),t.rB||t.eB||(k=n)),v(t,n),t.rB?0:n.length;var r=u(E,n);if(r){var a=E;a.skip?k+=n:(a.rE||a.eE||(k+=n),b(),a.eE&&(k=n));do E.cN&&(L+=C),E.skip||(B+=E.r),E=E.parent;while(E!==r.parent);return r.starts&&v(r.starts,""),a.rE?0:n.length}if(c(n,E))throw new Error('Illegal lexeme "'+n+'" for mode "'+(E.cN||"<unnamed>")+'"');return k+=n,n.length||1}var N=w(e);if(!N)throw new Error('Unknown language: "'+e+'"');s(N);var R,E=i||N,x={},L="";for(R=E;R!==N;R=R.parent)R.cN&&(L=p(R.cN,"",!0)+L);var k="",B=0;try{for(var M,j,O=0;;){if(E.t.lastIndex=O,M=E.t.exec(t),!M)break;j=m(t.substring(O,M.index),M[0]),O=M.index+j}for(m(t.substr(O)),R=E;R.parent;R=R.parent)R.cN&&(L+=C);return{r:B,value:L,language:e,top:E}}catch(T){if(T.message&&-1!==T.message.indexOf("Illegal"))return{r:0,value:n(t)};throw T}}function g(e,t){t=t||I.languages||x(y);var r={r:0,value:n(e)},a=r;return t.filter(w).forEach(function(n){var t=f(n,e,!1);t.language=n,t.r>a.r&&(a=t),t.r>r.r&&(a=r,r=t)}),a.language&&(r.second_best=a),r}function p(e){return I.tabReplace||I.useBR?e.replace(M,function(e,n){return I.useBR&&"\n"===e?"<br>":I.tabReplace?n.replace(/\t/g,I.tabReplace):""}):e}function h(e,n,t){var r=n?L[n]:t,a=[e.trim()];return e.match(/\bhljs\b/)||a.push("hljs"),-1===e.indexOf(r)&&a.push(r),a.join(" ").trim()}function d(e){var n,t,r,o,l,s=i(e);a(s)||(I.useBR?(n=document.createElementNS("http://www.w3.org/1999/xhtml","div"),n.innerHTML=e.innerHTML.replace(/\n/g,"").replace(/<br[ \/]*>/g,"\n")):n=e,l=n.textContent,r=s?f(s,l,!0):g(l),t=u(n),t.length&&(o=document.createElementNS("http://www.w3.org/1999/xhtml","div"),o.innerHTML=r.value,r.value=c(t,u(o),l)),r.value=p(r.value),e.innerHTML=r.value,e.className=h(e.className,s,r.language),e.result={language:r.language,re:r.r},r.second_best&&(e.second_best={language:r.second_best.language,re:r.second_best.r}))}function b(e){I=o(I,e)}function v(){if(!v.called){v.called=!0;var e=document.querySelectorAll("pre code");E.forEach.call(e,d)}}function m(){addEventListener("DOMContentLoaded",v,!1),addEventListener("load",v,!1)}function N(n,t){var r=y[n]=t(e);r.aliases&&r.aliases.forEach(function(e){L[e]=n})}function R(){return x(y)}function w(e){return e=(e||"").toLowerCase(),y[e]||y[L[e]]}var E=[],x=Object.keys,y={},L={},k=/^(no-?highlight|plain|text)$/i,B=/\blang(?:uage)?-([\w-]+)\b/i,M=/((^(<[^>]+>|\t|)+|(?:\n)))/gm,C="</span>",I={classPrefix:"hljs-",tabReplace:null,useBR:!1,languages:void 0};return e.highlight=f,e.highlightAuto=g,e.fixMarkup=p,e.highlightBlock=d,e.configure=b,e.initHighlighting=v,e.initHighlightingOnLoad=m,e.registerLanguage=N,e.listLanguages=R,e.getLanguage=w,e.inherit=o,e.IR="[a-zA-Z]\\w*",e.UIR="[a-zA-Z_]\\w*",e.NR="\\b\\d+(\\.\\d+)?",e.CNR="(-?)(\\b0[xX][a-fA-F0-9]+|(\\b\\d+(\\.\\d*)?|\\.\\d+)([eE][-+]?\\d+)?)",e.BNR="\\b(0b[01]+)",e.RSR="!|!=|!==|%|%=|&|&&|&=|\\*|\\*=|\\+|\\+=|,|-|-=|/=|/|:|;|<<|<<=|<=|<|===|==|=|>>>=|>>=|>=|>>>|>>|>|\\?|\\[|\\{|\\(|\\^|\\^=|\\||\\|=|\\|\\||~",e.BE={b:"\\\\[\\s\\S]",r:0},e.ASM={cN:"string",b:"'",e:"'",i:"\\n",c:[e.BE]},e.QSM={cN:"string",b:'"',e:'"',i:"\\n",c:[e.BE]},e.PWM={b:/\b(a|an|the|are|I'm|isn't|don't|doesn't|won't|but|just|should|pretty|simply|enough|gonna|going|wtf|so|such|will|you|your|they|like|more)\b/},e.C=function(n,t,r){var a=e.inherit({cN:"comment",b:n,e:t,c:[]},r||{});return a.c.push(e.PWM),a.c.push({cN:"doctag",b:"(?:TODO|FIXME|NOTE|BUG|XXX):",r:0}),a},e.CLCM=e.C("//","$"),e.CBCM=e.C("/\\*","\\*/"),e.HCM=e.C("#","$"),e.NM={cN:"number",b:e.NR,r:0},e.CNM={cN:"number",b:e.CNR,r:0},e.BNM={cN:"number",b:e.BNR,r:0},e.CSSNM={cN:"number",b:e.NR+"(%|em|ex|ch|rem|vw|vh|vmin|vmax|cm|mm|in|pt|pc|px|deg|grad|rad|turn|s|ms|Hz|kHz|dpi|dpcm|dppx)?",r:0},e.RM={cN:"regexp",b:/\//,e:/\/[gimuy]*/,i:/\n/,c:[e.BE,{b:/\[/,e:/\]/,r:0,c:[e.BE]}]},e.TM={cN:"title",b:e.IR,r:0},e.UTM={cN:"title",b:e.UIR,r:0},e.METHOD_GUARD={b:"\\.\\s*"+e.UIR,r:0},e});hljs.registerLanguage("sql",function(e){var t=e.C("--","$");return{cI:!0,i:/[<>{}*#]/,c:[{bK:"begin end start commit rollback savepoint lock alter create drop rename call delete do handler insert load replace select truncate update set show pragma grant merge describe use explain help declare prepare execute deallocate release unlock purge reset change stop analyze cache flush optimize repair kill install uninstall checksum restore check backup revoke comment",e:/;/,eW:!0,l:/[\w\.]+/,k:{keyword:"abort abs absolute acc acce accep accept access accessed accessible account acos action activate add addtime admin administer advanced advise aes_decrypt aes_encrypt after agent aggregate ali alia alias allocate allow alter always analyze ancillary and any anydata anydataset anyschema anytype apply archive archived archivelog are as asc ascii asin assembly assertion associate asynchronous at atan atn2 attr attri attrib attribu attribut attribute attributes audit authenticated authentication authid authors auto autoallocate autodblink autoextend automatic availability avg backup badfile basicfile before begin beginning benchmark between bfile bfile_base big bigfile bin binary_double binary_float binlog bit_and bit_count bit_length bit_or bit_xor bitmap blob_base block blocksize body both bound buffer_cache buffer_pool build bulk by byte byteordermark bytes cache caching call calling cancel capacity cascade cascaded case cast catalog category ceil ceiling chain change changed char_base char_length character_length characters characterset charindex charset charsetform charsetid check checksum checksum_agg child choose chr chunk class cleanup clear client clob clob_base clone close cluster_id cluster_probability cluster_set clustering coalesce coercibility col collate collation collect colu colum column column_value columns columns_updated comment commit compact compatibility compiled complete composite_limit compound compress compute concat concat_ws concurrent confirm conn connec connect connect_by_iscycle connect_by_isleaf connect_by_root connect_time connection consider consistent constant constraint constraints constructor container content contents context contributors controlfile conv convert convert_tz corr corr_k corr_s corresponding corruption cos cost count count_big counted covar_pop covar_samp cpu_per_call cpu_per_session crc32 create creation critical cross cube cume_dist curdate current current_date current_time current_timestamp current_user cursor curtime customdatum cycle data database databases datafile datafiles datalength date_add date_cache date_format date_sub dateadd datediff datefromparts datename datepart datetime2fromparts day day_to_second dayname dayofmonth dayofweek dayofyear days db_role_change dbtimezone ddl deallocate declare decode decompose decrement decrypt deduplicate def defa defau defaul default defaults deferred defi defin define degrees delayed delegate delete delete_all delimited demand dense_rank depth dequeue des_decrypt des_encrypt des_key_file desc descr descri describ describe descriptor deterministic diagnostics difference dimension direct_load directory disable disable_all disallow disassociate discardfile disconnect diskgroup distinct distinctrow distribute distributed div do document domain dotnet double downgrade drop dumpfile duplicate duration each edition editionable editions element ellipsis else elsif elt empty enable enable_all enclosed encode encoding encrypt end end-exec endian enforced engine engines enqueue enterprise entityescaping eomonth error errors escaped evalname evaluate event eventdata events except exception exceptions exchange exclude excluding execu execut execute exempt exists exit exp expire explain export export_set extended extent external external_1 external_2 externally extract failed failed_login_attempts failover failure far fast feature_set feature_value fetch field fields file file_name_convert filesystem_like_logging final finish first first_value fixed flash_cache flashback floor flush following follows for forall force form forma format found found_rows freelist freelists freepools fresh from from_base64 from_days ftp full function general generated get get_format get_lock getdate getutcdate global global_name globally go goto grant grants greatest group group_concat group_id grouping grouping_id groups gtid_subtract guarantee guard handler hash hashkeys having hea head headi headin heading heap help hex hierarchy high high_priority hosts hour http id ident_current ident_incr ident_seed identified identity idle_time if ifnull ignore iif ilike ilm immediate import in include including increment index indexes indexing indextype indicator indices inet6_aton inet6_ntoa inet_aton inet_ntoa infile initial initialized initially initrans inmemory inner innodb input insert install instance instantiable instr interface interleaved intersect into invalidate invisible is is_free_lock is_ipv4 is_ipv4_compat is_not is_not_null is_used_lock isdate isnull isolation iterate java join json json_exists keep keep_duplicates key keys kill language large last last_day last_insert_id last_value lax lcase lead leading least leaves left len lenght length less level levels library like like2 like4 likec limit lines link list listagg little ln load load_file lob lobs local localtime localtimestamp locate locator lock locked log log10 log2 logfile logfiles logging logical logical_reads_per_call logoff logon logs long loop low low_priority lower lpad lrtrim ltrim main make_set makedate maketime managed management manual map mapping mask master master_pos_wait match matched materialized max maxextents maximize maxinstances maxlen maxlogfiles maxloghistory maxlogmembers maxsize maxtrans md5 measures median medium member memcompress memory merge microsecond mid migration min minextents minimum mining minus minute minvalue missing mod mode model modification modify module monitoring month months mount move movement multiset mutex name name_const names nan national native natural nav nchar nclob nested never new newline next nextval no no_write_to_binlog noarchivelog noaudit nobadfile nocheck nocompress nocopy nocycle nodelay nodiscardfile noentityescaping noguarantee nokeep nologfile nomapping nomaxvalue nominimize nominvalue nomonitoring none noneditionable nonschema noorder nopr nopro noprom nopromp noprompt norely noresetlogs noreverse normal norowdependencies noschemacheck noswitch not nothing notice notrim novalidate now nowait nth_value nullif nulls num numb numbe nvarchar nvarchar2 object ocicoll ocidate ocidatetime ociduration ociinterval ociloblocator ocinumber ociref ocirefcursor ocirowid ocistring ocitype oct octet_length of off offline offset oid oidindex old on online only opaque open operations operator optimal optimize option optionally or oracle oracle_date oradata ord ordaudio orddicom orddoc order ordimage ordinality ordvideo organization orlany orlvary out outer outfile outline output over overflow overriding package pad parallel parallel_enable parameters parent parse partial partition partitions pascal passing password password_grace_time password_lock_time password_reuse_max password_reuse_time password_verify_function patch path patindex pctincrease pctthreshold pctused pctversion percent percent_rank percentile_cont percentile_disc performance period period_add period_diff permanent physical pi pipe pipelined pivot pluggable plugin policy position post_transaction pow power pragma prebuilt precedes preceding precision prediction prediction_cost prediction_details prediction_probability prediction_set prepare present preserve prior priority private private_sga privileges procedural procedure procedure_analyze processlist profiles project prompt protection public publishingservername purge quarter query quick quiesce quota quotename radians raise rand range rank raw read reads readsize rebuild record records recover recovery recursive recycle redo reduced ref reference referenced references referencing refresh regexp_like register regr_avgx regr_avgy regr_count regr_intercept regr_r2 regr_slope regr_sxx regr_sxy reject rekey relational relative relaylog release release_lock relies_on relocate rely rem remainder rename repair repeat replace replicate replication required reset resetlogs resize resource respect restore restricted result result_cache resumable resume retention return returning returns reuse reverse revoke right rlike role roles rollback rolling rollup round row row_count rowdependencies rowid rownum rows rtrim rules safe salt sample save savepoint sb1 sb2 sb4 scan schema schemacheck scn scope scroll sdo_georaster sdo_topo_geometry search sec_to_time second section securefile security seed segment select self sequence sequential serializable server servererror session session_user sessions_per_user set sets settings sha sha1 sha2 share shared shared_pool short show shrink shutdown si_averagecolor si_colorhistogram si_featurelist si_positionalcolor si_stillimage si_texture siblings sid sign sin size size_t sizes skip slave sleep smalldatetimefromparts smallfile snapshot some soname sort soundex source space sparse spfile split sql sql_big_result sql_buffer_result sql_cache sql_calc_found_rows sql_small_result sql_variant_property sqlcode sqldata sqlerror sqlname sqlstate sqrt square standalone standby start starting startup statement static statistics stats_binomial_test stats_crosstab stats_ks_test stats_mode stats_mw_test stats_one_way_anova stats_t_test_ stats_t_test_indep stats_t_test_one stats_t_test_paired stats_wsr_test status std stddev stddev_pop stddev_samp stdev stop storage store stored str str_to_date straight_join strcmp strict string struct stuff style subdate subpartition subpartitions substitutable substr substring subtime subtring_index subtype success sum suspend switch switchoffset switchover sync synchronous synonym sys sys_xmlagg sysasm sysaux sysdate sysdatetimeoffset sysdba sysoper system system_user sysutcdatetime table tables tablespace tan tdo template temporary terminated tertiary_weights test than then thread through tier ties time time_format time_zone timediff timefromparts timeout timestamp timestampadd timestampdiff timezone_abbr timezone_minute timezone_region to to_base64 to_date to_days to_seconds todatetimeoffset trace tracking transaction transactional translate translation treat trigger trigger_nestlevel triggers trim truncate try_cast try_convert try_parse type ub1 ub2 ub4 ucase unarchived unbounded uncompress under undo unhex unicode uniform uninstall union unique unix_timestamp unknown unlimited unlock unpivot unrecoverable unsafe unsigned until untrusted unusable unused update updated upgrade upped upper upsert url urowid usable usage use use_stored_outlines user user_data user_resources users using utc_date utc_timestamp uuid uuid_short validate validate_password_strength validation valist value values var var_samp varcharc vari varia variab variabl variable variables variance varp varraw varrawc varray verify version versions view virtual visible void wait wallet warning warnings week weekday weekofyear wellformed when whene whenev wheneve whenever where while whitespace with within without work wrapped xdb xml xmlagg xmlattributes xmlcast xmlcolattval xmlelement xmlexists xmlforest xmlindex xmlnamespaces xmlpi xmlquery xmlroot xmlschema xmlserialize xmltable xmltype xor year year_to_month years yearweek",literal:"true false null",built_in:"array bigint binary bit blob boolean char character date dec decimal float int int8 integer interval number numeric real record serial serial8 smallint text varchar varying void"},c:[{cN:"string",b:"'",e:"'",c:[e.BE,{b:"''"}]},{cN:"string",b:'"',e:'"',c:[e.BE,{b:'""'}]},{cN:"string",b:"`",e:"`",c:[e.BE]},e.CNM,e.CBCM,t]},e.CBCM,t]}});hljs.registerLanguage("r",function(e){var r="([a-zA-Z]|\\.[a-zA-Z.])[a-zA-Z0-9._]*";return{c:[e.HCM,{b:r,l:r,k:{keyword:"function if in break next repeat else for return switch while try tryCatch stop warning require library attach detach source setMethod setGeneric setGroupGeneric setClass ...",literal:"NULL NA TRUE FALSE T F Inf NaN NA_integer_|10 NA_real_|10 NA_character_|10 NA_complex_|10"},r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"\\d+(?:[eE][+\\-]?\\d*)?L\\b",r:0},{cN:"number",b:"\\d+\\.(?!\\d)(?:i\\b)?",r:0},{cN:"number",b:"\\d+(?:\\.\\d*)?(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{cN:"number",b:"\\.\\d+(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{b:"`",e:"`",r:0},{cN:"string",c:[e.BE],v:[{b:'"',e:'"'},{b:"'",e:"'"}]}]}});hljs.registerLanguage("perl",function(e){var t="getpwent getservent quotemeta msgrcv scalar kill dbmclose undef lc ma syswrite tr send umask sysopen shmwrite vec qx utime local oct semctl localtime readpipe do return format read sprintf dbmopen pop getpgrp not getpwnam rewinddir qqfileno qw endprotoent wait sethostent bless s|0 opendir continue each sleep endgrent shutdown dump chomp connect getsockname die socketpair close flock exists index shmgetsub for endpwent redo lstat msgctl setpgrp abs exit select print ref gethostbyaddr unshift fcntl syscall goto getnetbyaddr join gmtime symlink semget splice x|0 getpeername recv log setsockopt cos last reverse gethostbyname getgrnam study formline endhostent times chop length gethostent getnetent pack getprotoent getservbyname rand mkdir pos chmod y|0 substr endnetent printf next open msgsnd readdir use unlink getsockopt getpriority rindex wantarray hex system getservbyport endservent int chr untie rmdir prototype tell listen fork shmread ucfirst setprotoent else sysseek link getgrgid shmctl waitpid unpack getnetbyname reset chdir grep split require caller lcfirst until warn while values shift telldir getpwuid my getprotobynumber delete and sort uc defined srand accept package seekdir getprotobyname semop our rename seek if q|0 chroot sysread setpwent no crypt getc chown sqrt write setnetent setpriority foreach tie sin msgget map stat getlogin unless elsif truncate exec keys glob tied closedirioctl socket readlink eval xor readline binmode setservent eof ord bind alarm pipe atan2 getgrent exp time push setgrent gt lt or ne m|0 break given say state when",r={cN:"subst",b:"[$@]\\{",e:"\\}",k:t},s={b:"->{",e:"}"},n={v:[{b:/\$\d/},{b:/[\$%@](\^\w\b|#\w+(::\w+)*|{\w+}|\w+(::\w*)*)/},{b:/[\$%@][^\s\w{]/,r:0}]},i=[e.BE,r,n],o=[n,e.HCM,e.C("^\\=\\w","\\=cut",{eW:!0}),s,{cN:"string",c:i,v:[{b:"q[qwxr]?\\s*\\(",e:"\\)",r:5},{b:"q[qwxr]?\\s*\\[",e:"\\]",r:5},{b:"q[qwxr]?\\s*\\{",e:"\\}",r:5},{b:"q[qwxr]?\\s*\\|",e:"\\|",r:5},{b:"q[qwxr]?\\s*\\<",e:"\\>",r:5},{b:"qw\\s+q",e:"q",r:5},{b:"'",e:"'",c:[e.BE]},{b:'"',e:'"'},{b:"`",e:"`",c:[e.BE]},{b:"{\\w+}",c:[],r:0},{b:"-?\\w+\\s*\\=\\>",c:[],r:0}]},{cN:"number",b:"(\\b0[0-7_]+)|(\\b0x[0-9a-fA-F_]+)|(\\b[1-9][0-9_]*(\\.[0-9_]+)?)|[0_]\\b",r:0},{b:"(\\/\\/|"+e.RSR+"|\\b(split|return|print|reverse|grep)\\b)\\s*",k:"split return print reverse grep",r:0,c:[e.HCM,{cN:"regexp",b:"(s|tr|y)/(\\\\.|[^/])*/(\\\\.|[^/])*/[a-z]*",r:10},{cN:"regexp",b:"(m|qr)?/",e:"/[a-z]*",c:[e.BE],r:0}]},{cN:"function",bK:"sub",e:"(\\s*\\(.*?\\))?[;{]",eE:!0,r:5,c:[e.TM]},{b:"-\\w\\b",r:0},{b:"^__DATA__$",e:"^__END__$",sL:"mojolicious",c:[{b:"^@@.*",e:"$",cN:"comment"}]}];return r.c=o,s.c=o,{aliases:["pl","pm"],l:/[\w\.]+/,k:t,c:o}});hljs.registerLanguage("ini",function(e){var b={cN:"string",c:[e.BE],v:[{b:"'''",e:"'''",r:10},{b:'"""',e:'"""',r:10},{b:'"',e:'"'},{b:"'",e:"'"}]};return{aliases:["toml"],cI:!0,i:/\S/,c:[e.C(";","$"),e.HCM,{cN:"section",b:/^\s*\[+/,e:/\]+/},{b:/^[a-z0-9\[\]_-]+\s*=\s*/,e:"$",rB:!0,c:[{cN:"attr",b:/[a-z0-9\[\]_-]+/},{b:/=/,eW:!0,r:0,c:[{cN:"literal",b:/\bon|off|true|false|yes|no\b/},{cN:"variable",v:[{b:/\$[\w\d"][\w\d_]*/},{b:/\$\{(.*?)}/}]},b,{cN:"number",b:/([\+\-]+)?[\d]+_[\d_]+/},e.NM]}]}]}});hljs.registerLanguage("diff",function(e){return{aliases:["patch"],c:[{cN:"meta",r:10,v:[{b:/^@@ +\-\d+,\d+ +\+\d+,\d+ +@@$/},{b:/^\*\*\* +\d+,\d+ +\*\*\*\*$/},{b:/^\-\-\- +\d+,\d+ +\-\-\-\-$/}]},{cN:"comment",v:[{b:/Index: /,e:/$/},{b:/={3,}/,e:/$/},{b:/^\-{3}/,e:/$/},{b:/^\*{3} /,e:/$/},{b:/^\+{3}/,e:/$/},{b:/\*{5}/,e:/\*{5}$/}]},{cN:"addition",b:"^\\+",e:"$"},{cN:"deletion",b:"^\\-",e:"$"},{cN:"addition",b:"^\\!",e:"$"}]}});hljs.registerLanguage("go",function(e){var t={keyword:"break default func interface select case map struct chan else goto package switch const fallthrough if range type continue for import return var go defer bool byte complex64 complex128 float32 float64 int8 int16 int32 int64 string uint8 uint16 uint32 uint64 int uint uintptr rune",literal:"true false iota nil",built_in:"append cap close complex copy imag len make new panic print println real recover delete"};return{aliases:["golang"],k:t,i:"</",c:[e.CLCM,e.CBCM,{cN:"string",v:[e.QSM,{b:"'",e:"[^\\\\]'"},{b:"`",e:"`"}]},{cN:"number",v:[{b:e.CNR+"[dflsi]",r:1},e.CNM]},{b:/:=/},{cN:"function",bK:"func",e:/\s*\{/,eE:!0,c:[e.TM,{cN:"params",b:/\(/,e:/\)/,k:t,i:/["']/}]}]}});hljs.registerLanguage("bash",function(e){var t={cN:"variable",v:[{b:/\$[\w\d#@][\w\d_]*/},{b:/\$\{(.*?)}/}]},s={cN:"string",b:/"/,e:/"/,c:[e.BE,t,{cN:"variable",b:/\$\(/,e:/\)/,c:[e.BE]}]},a={cN:"string",b:/'/,e:/'/};return{aliases:["sh","zsh"],l:/\b-?[a-z\._]+\b/,k:{keyword:"if then else elif fi for while in do done case esac function",literal:"true false",built_in:"break cd continue eval exec exit export getopts hash pwd readonly return shift test times trap umask unset alias bind builtin caller command declare echo enable help let local logout mapfile printf read readarray source type typeset ulimit unalias set shopt autoload bg bindkey bye cap chdir clone comparguments compcall compctl compdescribe compfiles compgroups compquote comptags comptry compvalues dirs disable disown echotc echoti emulate fc fg float functions getcap getln history integer jobs kill limit log noglob popd print pushd pushln rehash sched setcap setopt stat suspend ttyctl unfunction unhash unlimit unsetopt vared wait whence where which zcompile zformat zftp zle zmodload zparseopts zprof zpty zregexparse zsocket zstyle ztcp",_:"-ne -eq -lt -gt -f -d -e -s -l -a"},c:[{cN:"meta",b:/^#![^\n]+sh\s*$/,r:10},{cN:"function",b:/\w[\w\d_]*\s*\(\s*\)\s*\{/,rB:!0,c:[e.inherit(e.TM,{b:/\w[\w\d_]*/})],r:0},e.HCM,s,a,t]}});hljs.registerLanguage("python",function(e){var r={keyword:"and elif is global as in if from raise for except finally print import pass return exec else break not with class assert yield try while continue del or def lambda async await nonlocal|10 None True False",built_in:"Ellipsis NotImplemented"},b={cN:"meta",b:/^(>>>|\.\.\.) /},c={cN:"subst",b:/\{/,e:/\}/,k:r,i:/#/},a={cN:"string",c:[e.BE],v:[{b:/(u|b)?r?'''/,e:/'''/,c:[b],r:10},{b:/(u|b)?r?"""/,e:/"""/,c:[b],r:10},{b:/(fr|rf|f)'''/,e:/'''/,c:[b,c]},{b:/(fr|rf|f)"""/,e:/"""/,c:[b,c]},{b:/(u|r|ur)'/,e:/'/,r:10},{b:/(u|r|ur)"/,e:/"/,r:10},{b:/(b|br)'/,e:/'/},{b:/(b|br)"/,e:/"/},{b:/(fr|rf|f)'/,e:/'/,c:[c]},{b:/(fr|rf|f)"/,e:/"/,c:[c]},e.ASM,e.QSM]},s={cN:"number",r:0,v:[{b:e.BNR+"[lLjJ]?"},{b:"\\b(0o[0-7]+)[lLjJ]?"},{b:e.CNR+"[lLjJ]?"}]},i={cN:"params",b:/\(/,e:/\)/,c:["self",b,s,a]};return c.c=[a,s,b],{aliases:["py","gyp"],k:r,i:/(<\/|->|\?)|=>/,c:[b,s,a,e.HCM,{v:[{cN:"function",bK:"def"},{cN:"class",bK:"class"}],e:/:/,i:/[${=;\n,]/,c:[e.UTM,i,{b:/->/,eW:!0,k:"None"}]},{cN:"meta",b:/^[\t ]*@/,e:/$/},{b:/\b(print|exec)\(/}]}});hljs.registerLanguage("julia",function(e){var r={keyword:"in isa where baremodule begin break catch ccall const continue do else elseif end export false finally for function global if import importall let local macro module quote return true try using while type immutable abstract bitstype typealias ",literal:"true false ARGS C_NULL DevNull ENDIAN_BOM ENV I Inf Inf16 Inf32 Inf64 InsertionSort JULIA_HOME LOAD_PATH MergeSort NaN NaN16 NaN32 NaN64 PROGRAM_FILE QuickSort RoundDown RoundFromZero RoundNearest RoundNearestTiesAway RoundNearestTiesUp RoundToZero RoundUp STDERR STDIN STDOUT VERSION catalan e|0 eu|0 eulergamma golden im nothing pi γ π φ ",built_in:"ANY AbstractArray AbstractChannel AbstractFloat AbstractMatrix AbstractRNG AbstractSerializer AbstractSet AbstractSparseArray AbstractSparseMatrix AbstractSparseVector AbstractString AbstractUnitRange AbstractVecOrMat AbstractVector Any ArgumentError Array AssertionError Associative Base64DecodePipe Base64EncodePipe Bidiagonal BigFloat BigInt BitArray BitMatrix BitVector Bool BoundsError BufferStream CachingPool CapturedException CartesianIndex CartesianRange Cchar Cdouble Cfloat Channel Char Cint Cintmax_t Clong Clonglong ClusterManager Cmd CodeInfo Colon Complex Complex128 Complex32 Complex64 CompositeException Condition ConjArray ConjMatrix ConjVector Cptrdiff_t Cshort Csize_t Cssize_t Cstring Cuchar Cuint Cuintmax_t Culong Culonglong Cushort Cwchar_t Cwstring DataType Date DateFormat DateTime DenseArray DenseMatrix DenseVecOrMat DenseVector Diagonal Dict DimensionMismatch Dims DirectIndexString Display DivideError DomainError EOFError EachLine Enum Enumerate ErrorException Exception ExponentialBackOff Expr Factorization FileMonitor Float16 Float32 Float64 Function Future GlobalRef GotoNode HTML Hermitian IO IOBuffer IOContext IOStream IPAddr IPv4 IPv6 IndexCartesian IndexLinear IndexStyle InexactError InitError Int Int128 Int16 Int32 Int64 Int8 IntSet Integer InterruptException InvalidStateException Irrational KeyError LabelNode LinSpace LineNumberNode LoadError LowerTriangular MIME Matrix MersenneTwister Method MethodError MethodTable Module NTuple NewvarNode NullException Nullable Number ObjectIdDict OrdinalRange OutOfMemoryError OverflowError Pair ParseError PartialQuickSort PermutedDimsArray Pipe PollingFileWatcher ProcessExitedException Ptr QuoteNode RandomDevice Range RangeIndex Rational RawFD ReadOnlyMemoryError Real ReentrantLock Ref Regex RegexMatch RemoteChannel RemoteException RevString RoundingMode RowVector SSAValue SegmentationFault SerializationState Set SharedArray SharedMatrix SharedVector Signed SimpleVector Slot SlotNumber SparseMatrixCSC SparseVector StackFrame StackOverflowError StackTrace StepRange StepRangeLen StridedArray StridedMatrix StridedVecOrMat StridedVector String SubArray SubString SymTridiagonal Symbol Symmetric SystemError TCPSocket Task Text TextDisplay Timer Tridiagonal Tuple Type TypeError TypeMapEntry TypeMapLevel TypeName TypeVar TypedSlot UDPSocket UInt UInt128 UInt16 UInt32 UInt64 UInt8 UndefRefError UndefVarError UnicodeError UniformScaling Union UnionAll UnitRange Unsigned UpperTriangular Val Vararg VecElement VecOrMat Vector VersionNumber Void WeakKeyDict WeakRef WorkerConfig WorkerPool "},t="[A-Za-z_\\u00A1-\\uFFFF][A-Za-z_0-9\\u00A1-\\uFFFF]*",a={l:t,k:r,i:/<\//},n={cN:"number",b:/(\b0x[\d_]*(\.[\d_]*)?|0x\.\d[\d_]*)p[-+]?\d+|\b0[box][a-fA-F0-9][a-fA-F0-9_]*|(\b\d[\d_]*(\.[\d_]*)?|\.\d[\d_]*)([eEfF][-+]?\d+)?/,r:0},o={cN:"string",b:/'(.|\\[xXuU][a-zA-Z0-9]+)'/},i={cN:"subst",b:/\$\(/,e:/\)/,k:r},l={cN:"variable",b:"\\$"+t},c={cN:"string",c:[e.BE,i,l],v:[{b:/\w*"""/,e:/"""\w*/,r:10},{b:/\w*"/,e:/"\w*/}]},s={cN:"string",c:[e.BE,i,l],b:"`",e:"`"},d={cN:"meta",b:"@"+t},u={cN:"comment",v:[{b:"#=",e:"=#",r:10},{b:"#",e:"$"}]};return a.c=[n,o,c,s,d,u,e.HCM,{cN:"keyword",b:"\\b(((abstract|primitive)\\s+)type|(mutable\\s+)?struct)\\b"},{b:/<:/}],i.c=a.c,a});hljs.registerLanguage("coffeescript",function(e){var c={keyword:"in if for while finally new do return else break catch instanceof throw try this switch continue typeof delete debugger super yield import export from as default await then unless until loop of by when and or is isnt not",literal:"true false null undefined yes no on off",built_in:"npm require console print module global window document"},n="[A-Za-z$_][0-9A-Za-z$_]*",r={cN:"subst",b:/#\{/,e:/}/,k:c},i=[e.BNM,e.inherit(e.CNM,{starts:{e:"(\\s*/)?",r:0}}),{cN:"string",v:[{b:/'''/,e:/'''/,c:[e.BE]},{b:/'/,e:/'/,c:[e.BE]},{b:/"""/,e:/"""/,c:[e.BE,r]},{b:/"/,e:/"/,c:[e.BE,r]}]},{cN:"regexp",v:[{b:"///",e:"///",c:[r,e.HCM]},{b:"//[gim]*",r:0},{b:/\/(?![ *])(\\\/|.)*?\/[gim]*(?=\W|$)/}]},{b:"@"+n},{sL:"javascript",eB:!0,eE:!0,v:[{b:"```",e:"```"},{b:"`",e:"`"}]}];r.c=i;var s=e.inherit(e.TM,{b:n}),t="(\\(.*\\))?\\s*\\B[-=]>",o={cN:"params",b:"\\([^\\(]",rB:!0,c:[{b:/\(/,e:/\)/,k:c,c:["self"].concat(i)}]};return{aliases:["coffee","cson","iced"],k:c,i:/\/\*/,c:i.concat([e.C("###","###"),e.HCM,{cN:"function",b:"^\\s*"+n+"\\s*=\\s*"+t,e:"[-=]>",rB:!0,c:[s,o]},{b:/[:\(,=]\s*/,r:0,c:[{cN:"function",b:t,e:"[-=]>",rB:!0,c:[o]}]},{cN:"class",bK:"class",e:"$",i:/[:="\[\]]/,c:[{bK:"extends",eW:!0,i:/[:="\[\]]/,c:[s]},s]},{b:n+":",e:":",rB:!0,rE:!0,r:0}])}});hljs.registerLanguage("cpp",function(t){var e={cN:"keyword",b:"\\b[a-z\\d_]*_t\\b"},r={cN:"string",v:[{b:'(u8?|U)?L?"',e:'"',i:"\\n",c:[t.BE]},{b:'(u8?|U)?R"',e:'"',c:[t.BE]},{b:"'\\\\?.",e:"'",i:"."}]},s={cN:"number",v:[{b:"\\b(0b[01']+)"},{b:"(-?)\\b([\\d']+(\\.[\\d']*)?|\\.[\\d']+)(u|U|l|L|ul|UL|f|F|b|B)"},{b:"(-?)(\\b0[xX][a-fA-F0-9']+|(\\b[\\d']+(\\.[\\d']*)?|\\.[\\d']+)([eE][-+]?[\\d']+)?)"}],r:0},i={cN:"meta",b:/#\s*[a-z]+\b/,e:/$/,k:{"meta-keyword":"if else elif endif define undef warning error line pragma ifdef ifndef include"},c:[{b:/\\\n/,r:0},t.inherit(r,{cN:"meta-string"}),{cN:"meta-string",b:/<[^\n>]*>/,e:/$/,i:"\\n"},t.CLCM,t.CBCM]},a=t.IR+"\\s*\\(",c={keyword:"int float while private char catch import module export virtual operator sizeof dynamic_cast|10 typedef const_cast|10 const for static_cast|10 union namespace unsigned long volatile static protected bool template mutable if public friend do goto auto void enum else break extern using asm case typeid short reinterpret_cast|10 default double register explicit signed typename try this switch continue inline delete alignof constexpr decltype noexcept static_assert thread_local restrict _Bool complex _Complex _Imaginary atomic_bool atomic_char atomic_schar atomic_uchar atomic_short atomic_ushort atomic_int atomic_uint atomic_long atomic_ulong atomic_llong atomic_ullong new throw return and or not",built_in:"std string cin cout cerr clog stdin stdout stderr stringstream istringstream ostringstream auto_ptr deque list queue stack vector map set bitset multiset multimap unordered_set unordered_map unordered_multiset unordered_multimap array shared_ptr abort abs acos asin atan2 atan calloc ceil cosh cos exit exp fabs floor fmod fprintf fputs free frexp fscanf isalnum isalpha iscntrl isdigit isgraph islower isprint ispunct isspace isupper isxdigit tolower toupper labs ldexp log10 log malloc realloc memchr memcmp memcpy memset modf pow printf putchar puts scanf sinh sin snprintf sprintf sqrt sscanf strcat strchr strcmp strcpy strcspn strlen strncat strncmp strncpy strpbrk strrchr strspn strstr tanh tan vfprintf vprintf vsprintf endl initializer_list unique_ptr",literal:"true false nullptr NULL"},n=[e,t.CLCM,t.CBCM,s,r];return{aliases:["c","cc","h","c++","h++","hpp"],k:c,i:"</",c:n.concat([i,{b:"\\b(deque|list|queue|stack|vector|map|set|bitset|multiset|multimap|unordered_map|unordered_set|unordered_multiset|unordered_multimap|array)\\s*<",e:">",k:c,c:["self",e]},{b:t.IR+"::",k:c},{v:[{b:/=/,e:/;/},{b:/\(/,e:/\)/},{bK:"new throw return else",e:/;/}],k:c,c:n.concat([{b:/\(/,e:/\)/,k:c,c:n.concat(["self"]),r:0}]),r:0},{cN:"function",b:"("+t.IR+"[\\*&\\s]+)+"+a,rB:!0,e:/[{;=]/,eE:!0,k:c,i:/[^\w\s\*&]/,c:[{b:a,rB:!0,c:[t.TM],r:0},{cN:"params",b:/\(/,e:/\)/,k:c,r:0,c:[t.CLCM,t.CBCM,r,s,e]},t.CLCM,t.CBCM,i]},{cN:"class",bK:"class struct",e:/[{;:]/,c:[{b:/</,e:/>/,c:["self"]},t.TM]}]),exports:{preprocessor:i,strings:r,k:c}}});hljs.registerLanguage("ruby",function(e){var b="[a-zA-Z_]\\w*[!?=]?|[-+~]\\@|<<|>>|=~|===?|<=>|[<>]=?|\\*\\*|[-/+%^&*~`|]|\\[\\]=?",r={keyword:"and then defined module in return redo if BEGIN retry end for self when next until do begin unless END rescue else break undef not super class case require yield alias while ensure elsif or include attr_reader attr_writer attr_accessor",literal:"true false nil"},c={cN:"doctag",b:"@[A-Za-z]+"},a={b:"#<",e:">"},s=[e.C("#","$",{c:[c]}),e.C("^\\=begin","^\\=end",{c:[c],r:10}),e.C("^__END__","\\n$")],n={cN:"subst",b:"#\\{",e:"}",k:r},t={cN:"string",c:[e.BE,n],v:[{b:/'/,e:/'/},{b:/"/,e:/"/},{b:/`/,e:/`/},{b:"%[qQwWx]?\\(",e:"\\)"},{b:"%[qQwWx]?\\[",e:"\\]"},{b:"%[qQwWx]?{",e:"}"},{b:"%[qQwWx]?<",e:">"},{b:"%[qQwWx]?/",e:"/"},{b:"%[qQwWx]?%",e:"%"},{b:"%[qQwWx]?-",e:"-"},{b:"%[qQwWx]?\\|",e:"\\|"},{b:/\B\?(\\\d{1,3}|\\x[A-Fa-f0-9]{1,2}|\\u[A-Fa-f0-9]{4}|\\?\S)\b/},{b:/<<(-?)\w+$/,e:/^\s*\w+$/}]},i={cN:"params",b:"\\(",e:"\\)",endsParent:!0,k:r},d=[t,a,{cN:"class",bK:"class module",e:"$|;",i:/=/,c:[e.inherit(e.TM,{b:"[A-Za-z_]\\w*(::\\w+)*(\\?|\\!)?"}),{b:"<\\s*",c:[{b:"("+e.IR+"::)?"+e.IR}]}].concat(s)},{cN:"function",bK:"def",e:"$|;",c:[e.inherit(e.TM,{b:b}),i].concat(s)},{b:e.IR+"::"},{cN:"symbol",b:e.UIR+"(\\!|\\?)?:",r:0},{cN:"symbol",b:":(?!\\s)",c:[t,{b:b}],r:0},{cN:"number",b:"(\\b0[0-7_]+)|(\\b0x[0-9a-fA-F_]+)|(\\b[1-9][0-9_]*(\\.[0-9_]+)?)|[0_]\\b",r:0},{b:"(\\$\\W)|((\\$|\\@\\@?)(\\w+))"},{cN:"params",b:/\|/,e:/\|/,k:r},{b:"("+e.RSR+"|unless)\\s*",k:"unless",c:[a,{cN:"regexp",c:[e.BE,n],i:/\n/,v:[{b:"/",e:"/[a-z]*"},{b:"%r{",e:"}[a-z]*"},{b:"%r\\(",e:"\\)[a-z]*"},{b:"%r!",e:"![a-z]*"},{b:"%r\\[",e:"\\][a-z]*"}]}].concat(s),r:0}].concat(s);n.c=d,i.c=d;var l="[>?]>",o="[\\w#]+\\(\\w+\\):\\d+:\\d+>",u="(\\w+-)?\\d+\\.\\d+\\.\\d(p\\d+)?[^>]+>",w=[{b:/^\s*=>/,starts:{e:"$",c:d}},{cN:"meta",b:"^("+l+"|"+o+"|"+u+")",starts:{e:"$",c:d}}];return{aliases:["rb","gemspec","podspec","thor","irb"],k:r,i:/\/\*/,c:s.concat(w).concat(d)}});hljs.registerLanguage("yaml",function(e){var b="true false yes no null",a="^[ \\-]*",r="[a-zA-Z_][\\w\\-]*",t={cN:"attr",v:[{b:a+r+":"},{b:a+'"'+r+'":'},{b:a+"'"+r+"':"}]},c={cN:"template-variable",v:[{b:"{{",e:"}}"},{b:"%{",e:"}"}]},l={cN:"string",r:0,v:[{b:/'/,e:/'/},{b:/"/,e:/"/},{b:/\S+/}],c:[e.BE,c]};return{cI:!0,aliases:["yml","YAML","yaml"],c:[t,{cN:"meta",b:"^---s*$",r:10},{cN:"string",b:"[\\|>] *$",rE:!0,c:l.c,e:t.v[0].b},{b:"<%[%=-]?",e:"[%-]?%>",sL:"ruby",eB:!0,eE:!0,r:0},{cN:"type",b:"!!"+e.UIR},{cN:"meta",b:"&"+e.UIR+"$"},{cN:"meta",b:"\\*"+e.UIR+"$"},{cN:"bullet",b:"^ *-",r:0},e.HCM,{bK:b,k:{literal:b}},e.CNM,l]}});hljs.registerLanguage("css",function(e){var c="[a-zA-Z-][a-zA-Z0-9_-]*",t={b:/[A-Z\_\.\-]+\s*:/,rB:!0,e:";",eW:!0,c:[{cN:"attribute",b:/\S/,e:":",eE:!0,starts:{eW:!0,eE:!0,c:[{b:/[\w-]+\(/,rB:!0,c:[{cN:"built_in",b:/[\w-]+/},{b:/\(/,e:/\)/,c:[e.ASM,e.QSM]}]},e.CSSNM,e.QSM,e.ASM,e.CBCM,{cN:"number",b:"#[0-9A-Fa-f]+"},{cN:"meta",b:"!important"}]}}]};return{cI:!0,i:/[=\/|'\$]/,c:[e.CBCM,{cN:"selector-id",b:/#[A-Za-z0-9_-]+/},{cN:"selector-class",b:/\.[A-Za-z0-9_-]+/},{cN:"selector-attr",b:/\[/,e:/\]/,i:"$"},{cN:"selector-pseudo",b:/:(:)?[a-zA-Z0-9\_\-\+\(\)"'.]+/},{b:"@(font-face|page)",l:"[a-z-]+",k:"font-face page"},{b:"@",e:"[{;]",i:/:/,c:[{cN:"keyword",b:/\w+/},{b:/\s/,eW:!0,eE:!0,r:0,c:[e.ASM,e.QSM,e.CSSNM]}]},{cN:"selector-tag",b:c,r:0},{b:"{",e:"}",i:/\S/,c:[e.CBCM,t]}]}});hljs.registerLanguage("fortran",function(e){var t={cN:"params",b:"\\(",e:"\\)"},n={literal:".False. .True.",keyword:"kind do while private call intrinsic where elsewhere type endtype endmodule endselect endinterface end enddo endif if forall endforall only contains default return stop then public subroutine|10 function program .and. .or. .not. .le. .eq. .ge. .gt. .lt. goto save else use module select case access blank direct exist file fmt form formatted iostat name named nextrec number opened rec recl sequential status unformatted unit continue format pause cycle exit c_null_char c_alert c_backspace c_form_feed flush wait decimal round iomsg synchronous nopass non_overridable pass protected volatile abstract extends import non_intrinsic value deferred generic final enumerator class associate bind enum c_int c_short c_long c_long_long c_signed_char c_size_t c_int8_t c_int16_t c_int32_t c_int64_t c_int_least8_t c_int_least16_t c_int_least32_t c_int_least64_t c_int_fast8_t c_int_fast16_t c_int_fast32_t c_int_fast64_t c_intmax_t C_intptr_t c_float c_double c_long_double c_float_complex c_double_complex c_long_double_complex c_bool c_char c_null_ptr c_null_funptr c_new_line c_carriage_return c_horizontal_tab c_vertical_tab iso_c_binding c_loc c_funloc c_associated  c_f_pointer c_ptr c_funptr iso_fortran_env character_storage_size error_unit file_storage_size input_unit iostat_end iostat_eor numeric_storage_size output_unit c_f_procpointer ieee_arithmetic ieee_support_underflow_control ieee_get_underflow_mode ieee_set_underflow_mode newunit contiguous recursive pad position action delim readwrite eor advance nml interface procedure namelist include sequence elemental pure integer real character complex logical dimension allocatable|10 parameter external implicit|10 none double precision assign intent optional pointer target in out common equivalence data",built_in:"alog alog10 amax0 amax1 amin0 amin1 amod cabs ccos cexp clog csin csqrt dabs dacos dasin datan datan2 dcos dcosh ddim dexp dint dlog dlog10 dmax1 dmin1 dmod dnint dsign dsin dsinh dsqrt dtan dtanh float iabs idim idint idnint ifix isign max0 max1 min0 min1 sngl algama cdabs cdcos cdexp cdlog cdsin cdsqrt cqabs cqcos cqexp cqlog cqsin cqsqrt dcmplx dconjg derf derfc dfloat dgamma dimag dlgama iqint qabs qacos qasin qatan qatan2 qcmplx qconjg qcos qcosh qdim qerf qerfc qexp qgamma qimag qlgama qlog qlog10 qmax1 qmin1 qmod qnint qsign qsin qsinh qsqrt qtan qtanh abs acos aimag aint anint asin atan atan2 char cmplx conjg cos cosh exp ichar index int log log10 max min nint sign sin sinh sqrt tan tanh print write dim lge lgt lle llt mod nullify allocate deallocate adjustl adjustr all allocated any associated bit_size btest ceiling count cshift date_and_time digits dot_product eoshift epsilon exponent floor fraction huge iand ibclr ibits ibset ieor ior ishft ishftc lbound len_trim matmul maxexponent maxloc maxval merge minexponent minloc minval modulo mvbits nearest pack present product radix random_number random_seed range repeat reshape rrspacing scale scan selected_int_kind selected_real_kind set_exponent shape size spacing spread sum system_clock tiny transpose trim ubound unpack verify achar iachar transfer dble entry dprod cpu_time command_argument_count get_command get_command_argument get_environment_variable is_iostat_end ieee_arithmetic ieee_support_underflow_control ieee_get_underflow_mode ieee_set_underflow_mode is_iostat_eor move_alloc new_line selected_char_kind same_type_as extends_type_ofacosh asinh atanh bessel_j0 bessel_j1 bessel_jn bessel_y0 bessel_y1 bessel_yn erf erfc erfc_scaled gamma log_gamma hypot norm2 atomic_define atomic_ref execute_command_line leadz trailz storage_size merge_bits bge bgt ble blt dshiftl dshiftr findloc iall iany iparity image_index lcobound ucobound maskl maskr num_images parity popcnt poppar shifta shiftl shiftr this_image"};return{cI:!0,aliases:["f90","f95"],k:n,i:/\/\*/,c:[e.inherit(e.ASM,{cN:"string",r:0}),e.inherit(e.QSM,{cN:"string",r:0}),{cN:"function",bK:"subroutine function program",i:"[${=\\n]",c:[e.UTM,t]},e.C("!","$",{r:0}),{cN:"number",b:"(?=\\b|\\+|\\-|\\.)(?=\\.\\d|\\d)(?:\\d+)?(?:\\.?\\d*)(?:[de][+-]?\\d+)?\\b\\.?",r:0}]}});hljs.registerLanguage("awk",function(e){var r={cN:"variable",v:[{b:/\$[\w\d#@][\w\d_]*/},{b:/\$\{(.*?)}/}]},b="BEGIN END if else while do for in break continue delete next nextfile function func exit|10",n={cN:"string",c:[e.BE],v:[{b:/(u|b)?r?'''/,e:/'''/,r:10},{b:/(u|b)?r?"""/,e:/"""/,r:10},{b:/(u|r|ur)'/,e:/'/,r:10},{b:/(u|r|ur)"/,e:/"/,r:10},{b:/(b|br)'/,e:/'/},{b:/(b|br)"/,e:/"/},e.ASM,e.QSM]};return{k:{keyword:b},c:[r,n,e.RM,e.HCM,e.NM]}});hljs.registerLanguage("makefile",function(e){var i={cN:"variable",v:[{b:"\\$\\("+e.UIR+"\\)",c:[e.BE]},{b:/\$[@%<?\^\+\*]/}]},r={cN:"string",b:/"/,e:/"/,c:[e.BE,i]},a={cN:"variable",b:/\$\([\w-]+\s/,e:/\)/,k:{built_in:"subst patsubst strip findstring filter filter-out sort word wordlist firstword lastword dir notdir suffix basename addsuffix addprefix join wildcard realpath abspath error warning shell origin flavor foreach if or and call eval file value"},c:[i]},n={b:"^"+e.UIR+"\\s*[:+?]?=",i:"\\n",rB:!0,c:[{b:"^"+e.UIR,e:"[:+?]?=",eE:!0}]},t={cN:"meta",b:/^\.PHONY:/,e:/$/,k:{"meta-keyword":".PHONY"},l:/[\.\w]+/},l={cN:"section",b:/^[^\s]+:/,e:/$/,c:[i]};return{aliases:["mk","mak"],k:"define endef undefine ifdef ifndef ifeq ifneq else endif include -include sinclude override export unexport private vpath",l:/[\w-]+/,c:[e.HCM,i,r,a,n,t,l]}});hljs.registerLanguage("java",function(e){var a="[À-ʸa-zA-Z_$][À-ʸa-zA-Z_$0-9]*",t=a+"(<"+a+"(\\s*,\\s*"+a+")*>)?",r="false synchronized int abstract float private char boolean static null if const for true while long strictfp finally protected import native final void enum else break transient catch instanceof byte super volatile case assert short package default double public try this switch continue throws protected public private module requires exports do",s="\\b(0[bB]([01]+[01_]+[01]+|[01]+)|0[xX]([a-fA-F0-9]+[a-fA-F0-9_]+[a-fA-F0-9]+|[a-fA-F0-9]+)|(([\\d]+[\\d_]+[\\d]+|[\\d]+)(\\.([\\d]+[\\d_]+[\\d]+|[\\d]+))?|\\.([\\d]+[\\d_]+[\\d]+|[\\d]+))([eE][-+]?\\d+)?)[lLfF]?",c={cN:"number",b:s,r:0};return{aliases:["jsp"],k:r,i:/<\/|#/,c:[e.C("/\\*\\*","\\*/",{r:0,c:[{b:/\w+@/,r:0},{cN:"doctag",b:"@[A-Za-z]+"}]}),e.CLCM,e.CBCM,e.ASM,e.QSM,{cN:"class",bK:"class interface",e:/[{;=]/,eE:!0,k:"class interface",i:/[:"\[\]]/,c:[{bK:"extends implements"},e.UTM]},{bK:"new throw return else",r:0},{cN:"function",b:"("+t+"\\s+)+"+e.UIR+"\\s*\\(",rB:!0,e:/[{;=]/,eE:!0,k:r,c:[{b:e.UIR+"\\s*\\(",rB:!0,r:0,c:[e.UTM]},{cN:"params",b:/\(/,e:/\)/,k:r,r:0,c:[e.ASM,e.QSM,e.CNM,e.CBCM]},e.CLCM,e.CBCM]},c,{cN:"meta",b:"@[A-Za-z]+"}]}});hljs.registerLanguage("stan",function(e){return{c:[e.HCM,e.CLCM,e.CBCM,{b:e.UIR,l:e.UIR,k:{name:"for in while repeat until if then else",symbol:"bernoulli bernoulli_logit binomial binomial_logit beta_binomial hypergeometric categorical categorical_logit ordered_logistic neg_binomial neg_binomial_2 neg_binomial_2_log poisson poisson_log multinomial normal exp_mod_normal skew_normal student_t cauchy double_exponential logistic gumbel lognormal chi_square inv_chi_square scaled_inv_chi_square exponential inv_gamma weibull frechet rayleigh wiener pareto pareto_type_2 von_mises uniform multi_normal multi_normal_prec multi_normal_cholesky multi_gp multi_gp_cholesky multi_student_t gaussian_dlm_obs dirichlet lkj_corr lkj_corr_cholesky wishart inv_wishart","selector-tag":"int real vector simplex unit_vector ordered positive_ordered row_vector matrix cholesky_factor_corr cholesky_factor_cov corr_matrix cov_matrix",title:"functions model data parameters quantities transformed generated",literal:"true false"},r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"\\d+(?:[eE][+\\-]?\\d*)?L\\b",r:0},{cN:"number",b:"\\d+\\.(?!\\d)(?:i\\b)?",r:0},{cN:"number",b:"\\d+(?:\\.\\d*)?(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{cN:"number",b:"\\.\\d+(?:[eE][+\\-]?\\d*)?i?\\b",r:0}]}});hljs.registerLanguage("javascript",function(e){var r="[A-Za-z$_][0-9A-Za-z$_]*",t={keyword:"in of if for while finally var new function do return void else break catch instanceof with throw case default try this switch continue typeof delete let yield const export super debugger as async await static import from as",literal:"true false null undefined NaN Infinity",built_in:"eval isFinite isNaN parseFloat parseInt decodeURI decodeURIComponent encodeURI encodeURIComponent escape unescape Object Function Boolean Error EvalError InternalError RangeError ReferenceError StopIteration SyntaxError TypeError URIError Number Math Date String RegExp Array Float32Array Float64Array Int16Array Int32Array Int8Array Uint16Array Uint32Array Uint8Array Uint8ClampedArray ArrayBuffer DataView JSON Intl arguments require module console window document Symbol Set Map WeakSet WeakMap Proxy Reflect Promise"},a={cN:"number",v:[{b:"\\b(0[bB][01]+)"},{b:"\\b(0[oO][0-7]+)"},{b:e.CNR}],r:0},n={cN:"subst",b:"\\$\\{",e:"\\}",k:t,c:[]},c={cN:"string",b:"`",e:"`",c:[e.BE,n]};n.c=[e.ASM,e.QSM,c,a,e.RM];var s=n.c.concat([e.CBCM,e.CLCM]);return{aliases:["js","jsx"],k:t,c:[{cN:"meta",r:10,b:/^\s*['"]use (strict|asm)['"]/},{cN:"meta",b:/^#!/,e:/$/},e.ASM,e.QSM,c,e.CLCM,e.CBCM,a,{b:/[{,]\s*/,r:0,c:[{b:r+"\\s*:",rB:!0,r:0,c:[{cN:"attr",b:r,r:0}]}]},{b:"("+e.RSR+"|\\b(case|return|throw)\\b)\\s*",k:"return throw case",c:[e.CLCM,e.CBCM,e.RM,{cN:"function",b:"(\\(.*?\\)|"+r+")\\s*=>",rB:!0,e:"\\s*=>",c:[{cN:"params",v:[{b:r},{b:/\(\s*\)/},{b:/\(/,e:/\)/,eB:!0,eE:!0,k:t,c:s}]}]},{b:/</,e:/(\/\w+|\w+\/)>/,sL:"xml",c:[{b:/<\w+\s*\/>/,skip:!0},{b:/<\w+/,e:/(\/\w+|\w+\/)>/,skip:!0,c:[{b:/<\w+\s*\/>/,skip:!0},"self"]}]}],r:0},{cN:"function",bK:"function",e:/\{/,eE:!0,c:[e.inherit(e.TM,{b:r}),{cN:"params",b:/\(/,e:/\)/,eB:!0,eE:!0,c:s}],i:/\[|%/},{b:/\$[(.]/},e.METHOD_GUARD,{cN:"class",bK:"class",e:/[{;=]/,eE:!0,i:/[:"\[\]]/,c:[{bK:"extends"},e.UTM]},{bK:"constructor",e:/\{/,eE:!0}],i:/#(?!!)/}});hljs.registerLanguage("tex",function(c){var e={cN:"tag",b:/\\/,r:0,c:[{cN:"name",v:[{b:/[a-zA-Zа-яА-я]+[*]?/},{b:/[^a-zA-Zа-яА-я0-9]/}],starts:{eW:!0,r:0,c:[{cN:"string",v:[{b:/\[/,e:/\]/},{b:/\{/,e:/\}/}]},{b:/\s*=\s*/,eW:!0,r:0,c:[{cN:"number",b:/-?\d*\.?\d+(pt|pc|mm|cm|in|dd|cc|ex|em)?/}]}]}}]};return{c:[e,{cN:"formula",c:[e],r:0,v:[{b:/\$\$/,e:/\$\$/},{b:/\$/,e:/\$/}]},c.C("%","$",{r:0})]}});hljs.registerLanguage("xml",function(s){var e="[A-Za-z0-9\\._:-]+",t={eW:!0,i:/</,r:0,c:[{cN:"attr",b:e,r:0},{b:/=\s*/,r:0,c:[{cN:"string",endsParent:!0,v:[{b:/"/,e:/"/},{b:/'/,e:/'/},{b:/[^\s"'=<>`]+/}]}]}]};return{aliases:["html","xhtml","rss","atom","xjb","xsd","xsl","plist"],cI:!0,c:[{cN:"meta",b:"<!DOCTYPE",e:">",r:10,c:[{b:"\\[",e:"\\]"}]},s.C("<!--","-->",{r:10}),{b:"<\\!\\[CDATA\\[",e:"\\]\\]>",r:10},{b:/<\?(php)?/,e:/\?>/,sL:"php",c:[{b:"/\\*",e:"\\*/",skip:!0}]},{cN:"tag",b:"<style(?=\\s|>|$)",e:">",k:{name:"style"},c:[t],starts:{e:"</style>",rE:!0,sL:["css","xml"]}},{cN:"tag",b:"<script(?=\\s|>|$)",e:">",k:{name:"script"},c:[t],starts:{e:"</script>",rE:!0,sL:["actionscript","javascript","handlebars","xml"]}},{cN:"meta",v:[{b:/<\?xml/,e:/\?>/,r:10},{b:/<\?\w+/,e:/\?>/}]},{cN:"tag",b:"</?",e:"/?>",c:[{cN:"name",b:/[^\/><\s]+/,r:0},t]}]}});hljs.registerLanguage("markdown",function(e){return{aliases:["md","mkdown","mkd"],c:[{cN:"section",v:[{b:"^#{1,6}",e:"$"},{b:"^.+?\\n[=-]{2,}$"}]},{b:"<",e:">",sL:"xml",r:0},{cN:"bullet",b:"^([*+-]|(\\d+\\.))\\s+"},{cN:"strong",b:"[*_]{2}.+?[*_]{2}"},{cN:"emphasis",v:[{b:"\\*.+?\\*"},{b:"_.+?_",r:0}]},{cN:"quote",b:"^>\\s+",e:"$"},{cN:"code",v:[{b:"^```w*s*$",e:"^```s*$"},{b:"`.+?`"},{b:"^( {4}|	)",e:"$",r:0}]},{b:"^[-\\*]{3,}",e:"$"},{b:"\\[.+?\\][\\(\\[].*?[\\)\\]]",rB:!0,c:[{cN:"string",b:"\\[",e:"\\]",eB:!0,rE:!0,r:0},{cN:"link",b:"\\]\\(",e:"\\)",eB:!0,eE:!0},{cN:"symbol",b:"\\]\\[",e:"\\]",eB:!0,eE:!0}],r:10},{b:/^\[[^\n]+\]:/,rB:!0,c:[{cN:"symbol",b:/\[/,e:/\]/,eB:!0,eE:!0},{cN:"link",b:/:\s*/,e:/$/,eB:!0}]}]}});hljs.registerLanguage("json",function(e){var i={literal:"true false null"},n=[e.QSM,e.CNM],r={e:",",eW:!0,eE:!0,c:n,k:i},t={b:"{",e:"}",c:[{cN:"attr",b:/"/,e:/"/,c:[e.BE],i:"\\n"},e.inherit(r,{b:/:/})],i:"\\S"},c={b:"\\[",e:"\\]",c:[e.inherit(r)],i:"\\S"};return n.splice(n.length,0,t,c),{c:n,k:i,i:"\\S"}});"></script>
+<style type="text/css">html{font-family:sans-serif;-webkit-text-size-adjust:100%;-ms-text-size-adjust:100%}body{margin:0}article,aside,details,figcaption,figure,footer,header,hgroup,main,menu,nav,section,summary{display:block}audio,canvas,progress,video{display:inline-block;vertical-align:baseline}audio:not([controls]){display:none;height:0}[hidden],template{display:none}a{background-color:transparent}a:active,a:hover{outline:0}abbr[title]{border-bottom:1px dotted}b,strong{font-weight:700}dfn{font-style:italic}h1{margin:.67em 0;font-size:2em}mark{color:#000;background:#ff0}small{font-size:80%}sub,sup{position:relative;font-size:75%;line-height:0;vertical-align:baseline}sup{top:-.5em}sub{bottom:-.25em}img{border:0}svg:not(:root){overflow:hidden}figure{margin:1em 40px}hr{height:0;-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box}pre{overflow:auto}code,kbd,pre,samp{font-family:monospace,monospace;font-size:1em}button,input,optgroup,select,textarea{margin:0;font:inherit;color:inherit}button{overflow:visible}button,select{text-transform:none}button,html input[type=button],input[type=reset],input[type=submit]{-webkit-appearance:button;cursor:pointer}button[disabled],html input[disabled]{cursor:default}button::-moz-focus-inner,input::-moz-focus-inner{padding:0;border:0}input{line-height:normal}input[type=checkbox],input[type=radio]{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box;padding:0}input[type=number]::-webkit-inner-spin-button,input[type=number]::-webkit-outer-spin-button{height:auto}input[type=search]{-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;-webkit-appearance:textfield}input[type=search]::-webkit-search-cancel-button,input[type=search]::-webkit-search-decoration{-webkit-appearance:none}fieldset{padding:.35em .625em .75em;margin:0 2px;border:1px solid silver}legend{padding:0;border:0}textarea{overflow:auto}optgroup{font-weight:700}table{border-spacing:0;border-collapse:collapse}td,th{padding:0}@media print{*,:after,:before{color:#000!important;text-shadow:none!important;background:0 0!important;-webkit-box-shadow:none!important;box-shadow:none!important}a,a:visited{text-decoration:underline}a[href]:after{content:" (" attr(href) ")"}abbr[title]:after{content:" (" attr(title) ")"}a[href^="javascript:"]:after,a[href^="#"]:after{content:""}blockquote,pre{border:1px solid #999;page-break-inside:avoid}thead{display:table-header-group}img,tr{page-break-inside:avoid}img{max-width:100%!important}h2,h3,p{orphans:3;widows:3}h2,h3{page-break-after:avoid}.navbar{display:none}.btn>.caret,.dropup>.btn>.caret{border-top-color:#000!important}.label{border:1px solid #000}.table{border-collapse:collapse!important}.table td,.table th{background-color:#fff!important}.table-bordered td,.table-bordered th{border:1px solid #ddd!important}}@font-face{font-family:'Glyphicons Halflings';src:url(data:application/vnd.ms-fontobject;base64,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);src:url(data:application/vnd.ms-fontobject;base64,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) format('embedded-opentype'),url(data:application/font-woff;base64,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) format('woff'),url(data:application/x-font-truetype;base64,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) format('truetype'),url(data:image/svg+xml;base64,<?xml version="1.0" standalone="no"?>
<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd" >
<svg xmlns="http://www.w3.org/2000/svg">
<metadata></metadata>
<defs>
<font id="glyphicons_halflingsregular" horiz-adv-x="1200" >
<font-face units-per-em="1200" ascent="960" descent="-240" />
<missing-glyph horiz-adv-x="500" />
<glyph horiz-adv-x="0" />
<glyph horiz-adv-x="400" />
<glyph unicode=" " />
<glyph unicode="*" d="M600 1100q15 0 34 -1.5t30 -3.5l11 -1q10 -2 17.5 -10.5t7.5 -18.5v-224l158 158q7 7 18 8t19 -6l106 -106q7 -8 6 -19t-8 -18l-158 -158h224q10 0 18.5 -7.5t10.5 -17.5q6 -41 6 -75q0 -15 -1.5 -34t-3.5 -30l-1 -11q-2 -10 -10.5 -17.5t-18.5 -7.5h-224l158 -158 q7 -7 8 -18t-6 -19l-106 -106q-8 -7 -19 -6t-18 8l-158 158v-224q0 -10 -7.5 -18.5t-17.5 -10.5q-41 -6 -75 -6q-15 0 -34 1.5t-30 3.5l-11 1q-10 2 -17.5 10.5t-7.5 18.5v224l-158 -158q-7 -7 -18 -8t-19 6l-106 106q-7 8 -6 19t8 18l158 158h-224q-10 0 -18.5 7.5 t-10.5 17.5q-6 41 -6 75q0 15 1.5 34t3.5 30l1 11q2 10 10.5 17.5t18.5 7.5h224l-158 158q-7 7 -8 18t6 19l106 106q8 7 19 6t18 -8l158 -158v224q0 10 7.5 18.5t17.5 10.5q41 6 75 6z" />
<glyph unicode="+" d="M450 1100h200q21 0 35.5 -14.5t14.5 -35.5v-350h350q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-350v-350q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v350h-350q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5 h350v350q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xa0;" />
<glyph unicode="&#xa5;" d="M825 1100h250q10 0 12.5 -5t-5.5 -13l-364 -364q-6 -6 -11 -18h268q10 0 13 -6t-3 -14l-120 -160q-6 -8 -18 -14t-22 -6h-125v-100h275q10 0 13 -6t-3 -14l-120 -160q-6 -8 -18 -14t-22 -6h-125v-174q0 -11 -7.5 -18.5t-18.5 -7.5h-148q-11 0 -18.5 7.5t-7.5 18.5v174 h-275q-10 0 -13 6t3 14l120 160q6 8 18 14t22 6h125v100h-275q-10 0 -13 6t3 14l120 160q6 8 18 14t22 6h118q-5 12 -11 18l-364 364q-8 8 -5.5 13t12.5 5h250q25 0 43 -18l164 -164q8 -8 18 -8t18 8l164 164q18 18 43 18z" />
<glyph unicode="&#x2000;" horiz-adv-x="650" />
<glyph unicode="&#x2001;" horiz-adv-x="1300" />
<glyph unicode="&#x2002;" horiz-adv-x="650" />
<glyph unicode="&#x2003;" horiz-adv-x="1300" />
<glyph unicode="&#x2004;" horiz-adv-x="433" />
<glyph unicode="&#x2005;" horiz-adv-x="325" />
<glyph unicode="&#x2006;" horiz-adv-x="216" />
<glyph unicode="&#x2007;" horiz-adv-x="216" />
<glyph unicode="&#x2008;" horiz-adv-x="162" />
<glyph unicode="&#x2009;" horiz-adv-x="260" />
<glyph unicode="&#x200a;" horiz-adv-x="72" />
<glyph unicode="&#x202f;" horiz-adv-x="260" />
<glyph unicode="&#x205f;" horiz-adv-x="325" />
<glyph unicode="&#x20ac;" d="M744 1198q242 0 354 -189q60 -104 66 -209h-181q0 45 -17.5 82.5t-43.5 61.5t-58 40.5t-60.5 24t-51.5 7.5q-19 0 -40.5 -5.5t-49.5 -20.5t-53 -38t-49 -62.5t-39 -89.5h379l-100 -100h-300q-6 -50 -6 -100h406l-100 -100h-300q9 -74 33 -132t52.5 -91t61.5 -54.5t59 -29 t47 -7.5q22 0 50.5 7.5t60.5 24.5t58 41t43.5 61t17.5 80h174q-30 -171 -128 -278q-107 -117 -274 -117q-206 0 -324 158q-36 48 -69 133t-45 204h-217l100 100h112q1 47 6 100h-218l100 100h134q20 87 51 153.5t62 103.5q117 141 297 141z" />
<glyph unicode="&#x20bd;" d="M428 1200h350q67 0 120 -13t86 -31t57 -49.5t35 -56.5t17 -64.5t6.5 -60.5t0.5 -57v-16.5v-16.5q0 -36 -0.5 -57t-6.5 -61t-17 -65t-35 -57t-57 -50.5t-86 -31.5t-120 -13h-178l-2 -100h288q10 0 13 -6t-3 -14l-120 -160q-6 -8 -18 -14t-22 -6h-138v-175q0 -11 -5.5 -18 t-15.5 -7h-149q-10 0 -17.5 7.5t-7.5 17.5v175h-267q-10 0 -13 6t3 14l120 160q6 8 18 14t22 6h117v100h-267q-10 0 -13 6t3 14l120 160q6 8 18 14t22 6h117v475q0 10 7.5 17.5t17.5 7.5zM600 1000v-300h203q64 0 86.5 33t22.5 119q0 84 -22.5 116t-86.5 32h-203z" />
<glyph unicode="&#x2212;" d="M250 700h800q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#x231b;" d="M1000 1200v-150q0 -21 -14.5 -35.5t-35.5 -14.5h-50v-100q0 -91 -49.5 -165.5t-130.5 -109.5q81 -35 130.5 -109.5t49.5 -165.5v-150h50q21 0 35.5 -14.5t14.5 -35.5v-150h-800v150q0 21 14.5 35.5t35.5 14.5h50v150q0 91 49.5 165.5t130.5 109.5q-81 35 -130.5 109.5 t-49.5 165.5v100h-50q-21 0 -35.5 14.5t-14.5 35.5v150h800zM400 1000v-100q0 -60 32.5 -109.5t87.5 -73.5q28 -12 44 -37t16 -55t-16 -55t-44 -37q-55 -24 -87.5 -73.5t-32.5 -109.5v-150h400v150q0 60 -32.5 109.5t-87.5 73.5q-28 12 -44 37t-16 55t16 55t44 37 q55 24 87.5 73.5t32.5 109.5v100h-400z" />
<glyph unicode="&#x25fc;" horiz-adv-x="500" d="M0 0z" />
<glyph unicode="&#x2601;" d="M503 1089q110 0 200.5 -59.5t134.5 -156.5q44 14 90 14q120 0 205 -86.5t85 -206.5q0 -121 -85 -207.5t-205 -86.5h-750q-79 0 -135.5 57t-56.5 137q0 69 42.5 122.5t108.5 67.5q-2 12 -2 37q0 153 108 260.5t260 107.5z" />
<glyph unicode="&#x26fa;" d="M774 1193.5q16 -9.5 20.5 -27t-5.5 -33.5l-136 -187l467 -746h30q20 0 35 -18.5t15 -39.5v-42h-1200v42q0 21 15 39.5t35 18.5h30l468 746l-135 183q-10 16 -5.5 34t20.5 28t34 5.5t28 -20.5l111 -148l112 150q9 16 27 20.5t34 -5zM600 200h377l-182 112l-195 534v-646z " />
<glyph unicode="&#x2709;" d="M25 1100h1150q10 0 12.5 -5t-5.5 -13l-564 -567q-8 -8 -18 -8t-18 8l-564 567q-8 8 -5.5 13t12.5 5zM18 882l264 -264q8 -8 8 -18t-8 -18l-264 -264q-8 -8 -13 -5.5t-5 12.5v550q0 10 5 12.5t13 -5.5zM918 618l264 264q8 8 13 5.5t5 -12.5v-550q0 -10 -5 -12.5t-13 5.5 l-264 264q-8 8 -8 18t8 18zM818 482l364 -364q8 -8 5.5 -13t-12.5 -5h-1150q-10 0 -12.5 5t5.5 13l364 364q8 8 18 8t18 -8l164 -164q8 -8 18 -8t18 8l164 164q8 8 18 8t18 -8z" />
<glyph unicode="&#x270f;" d="M1011 1210q19 0 33 -13l153 -153q13 -14 13 -33t-13 -33l-99 -92l-214 214l95 96q13 14 32 14zM1013 800l-615 -614l-214 214l614 614zM317 96l-333 -112l110 335z" />
<glyph unicode="&#xe001;" d="M700 650v-550h250q21 0 35.5 -14.5t14.5 -35.5v-50h-800v50q0 21 14.5 35.5t35.5 14.5h250v550l-500 550h1200z" />
<glyph unicode="&#xe002;" d="M368 1017l645 163q39 15 63 0t24 -49v-831q0 -55 -41.5 -95.5t-111.5 -63.5q-79 -25 -147 -4.5t-86 75t25.5 111.5t122.5 82q72 24 138 8v521l-600 -155v-606q0 -42 -44 -90t-109 -69q-79 -26 -147 -5.5t-86 75.5t25.5 111.5t122.5 82.5q72 24 138 7v639q0 38 14.5 59 t53.5 34z" />
<glyph unicode="&#xe003;" d="M500 1191q100 0 191 -39t156.5 -104.5t104.5 -156.5t39 -191l-1 -2l1 -5q0 -141 -78 -262l275 -274q23 -26 22.5 -44.5t-22.5 -42.5l-59 -58q-26 -20 -46.5 -20t-39.5 20l-275 274q-119 -77 -261 -77l-5 1l-2 -1q-100 0 -191 39t-156.5 104.5t-104.5 156.5t-39 191 t39 191t104.5 156.5t156.5 104.5t191 39zM500 1022q-88 0 -162 -43t-117 -117t-43 -162t43 -162t117 -117t162 -43t162 43t117 117t43 162t-43 162t-117 117t-162 43z" />
<glyph unicode="&#xe005;" d="M649 949q48 68 109.5 104t121.5 38.5t118.5 -20t102.5 -64t71 -100.5t27 -123q0 -57 -33.5 -117.5t-94 -124.5t-126.5 -127.5t-150 -152.5t-146 -174q-62 85 -145.5 174t-150 152.5t-126.5 127.5t-93.5 124.5t-33.5 117.5q0 64 28 123t73 100.5t104 64t119 20 t120.5 -38.5t104.5 -104z" />
<glyph unicode="&#xe006;" d="M407 800l131 353q7 19 17.5 19t17.5 -19l129 -353h421q21 0 24 -8.5t-14 -20.5l-342 -249l130 -401q7 -20 -0.5 -25.5t-24.5 6.5l-343 246l-342 -247q-17 -12 -24.5 -6.5t-0.5 25.5l130 400l-347 251q-17 12 -14 20.5t23 8.5h429z" />
<glyph unicode="&#xe007;" d="M407 800l131 353q7 19 17.5 19t17.5 -19l129 -353h421q21 0 24 -8.5t-14 -20.5l-342 -249l130 -401q7 -20 -0.5 -25.5t-24.5 6.5l-343 246l-342 -247q-17 -12 -24.5 -6.5t-0.5 25.5l130 400l-347 251q-17 12 -14 20.5t23 8.5h429zM477 700h-240l197 -142l-74 -226 l193 139l195 -140l-74 229l192 140h-234l-78 211z" />
<glyph unicode="&#xe008;" d="M600 1200q124 0 212 -88t88 -212v-250q0 -46 -31 -98t-69 -52v-75q0 -10 6 -21.5t15 -17.5l358 -230q9 -5 15 -16.5t6 -21.5v-93q0 -10 -7.5 -17.5t-17.5 -7.5h-1150q-10 0 -17.5 7.5t-7.5 17.5v93q0 10 6 21.5t15 16.5l358 230q9 6 15 17.5t6 21.5v75q-38 0 -69 52 t-31 98v250q0 124 88 212t212 88z" />
<glyph unicode="&#xe009;" d="M25 1100h1150q10 0 17.5 -7.5t7.5 -17.5v-1050q0 -10 -7.5 -17.5t-17.5 -7.5h-1150q-10 0 -17.5 7.5t-7.5 17.5v1050q0 10 7.5 17.5t17.5 7.5zM100 1000v-100h100v100h-100zM875 1000h-550q-10 0 -17.5 -7.5t-7.5 -17.5v-350q0 -10 7.5 -17.5t17.5 -7.5h550 q10 0 17.5 7.5t7.5 17.5v350q0 10 -7.5 17.5t-17.5 7.5zM1000 1000v-100h100v100h-100zM100 800v-100h100v100h-100zM1000 800v-100h100v100h-100zM100 600v-100h100v100h-100zM1000 600v-100h100v100h-100zM875 500h-550q-10 0 -17.5 -7.5t-7.5 -17.5v-350q0 -10 7.5 -17.5 t17.5 -7.5h550q10 0 17.5 7.5t7.5 17.5v350q0 10 -7.5 17.5t-17.5 7.5zM100 400v-100h100v100h-100zM1000 400v-100h100v100h-100zM100 200v-100h100v100h-100zM1000 200v-100h100v100h-100z" />
<glyph unicode="&#xe010;" d="M50 1100h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM650 1100h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v400 q0 21 14.5 35.5t35.5 14.5zM50 500h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM650 500h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400 q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe011;" d="M50 1100h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM450 1100h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200 q0 21 14.5 35.5t35.5 14.5zM850 1100h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM50 700h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200 q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM450 700h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM850 700h200q21 0 35.5 -14.5t14.5 -35.5v-200 q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM50 300h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM450 300h200 q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM850 300h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5 t35.5 14.5z" />
<glyph unicode="&#xe012;" d="M50 1100h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM450 1100h700q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-700q-21 0 -35.5 14.5t-14.5 35.5v200 q0 21 14.5 35.5t35.5 14.5zM50 700h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM450 700h700q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-700 q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM50 300h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM450 300h700q21 0 35.5 -14.5t14.5 -35.5v-200 q0 -21 -14.5 -35.5t-35.5 -14.5h-700q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe013;" d="M465 477l571 571q8 8 18 8t17 -8l177 -177q8 -7 8 -17t-8 -18l-783 -784q-7 -8 -17.5 -8t-17.5 8l-384 384q-8 8 -8 18t8 17l177 177q7 8 17 8t18 -8l171 -171q7 -7 18 -7t18 7z" />
<glyph unicode="&#xe014;" d="M904 1083l178 -179q8 -8 8 -18.5t-8 -17.5l-267 -268l267 -268q8 -7 8 -17.5t-8 -18.5l-178 -178q-8 -8 -18.5 -8t-17.5 8l-268 267l-268 -267q-7 -8 -17.5 -8t-18.5 8l-178 178q-8 8 -8 18.5t8 17.5l267 268l-267 268q-8 7 -8 17.5t8 18.5l178 178q8 8 18.5 8t17.5 -8 l268 -267l268 268q7 7 17.5 7t18.5 -7z" />
<glyph unicode="&#xe015;" d="M507 1177q98 0 187.5 -38.5t154.5 -103.5t103.5 -154.5t38.5 -187.5q0 -141 -78 -262l300 -299q8 -8 8 -18.5t-8 -18.5l-109 -108q-7 -8 -17.5 -8t-18.5 8l-300 299q-119 -77 -261 -77q-98 0 -188 38.5t-154.5 103t-103 154.5t-38.5 188t38.5 187.5t103 154.5 t154.5 103.5t188 38.5zM506.5 1023q-89.5 0 -165.5 -44t-120 -120.5t-44 -166t44 -165.5t120 -120t165.5 -44t166 44t120.5 120t44 165.5t-44 166t-120.5 120.5t-166 44zM425 900h150q10 0 17.5 -7.5t7.5 -17.5v-75h75q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5 t-17.5 -7.5h-75v-75q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v75h-75q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5h75v75q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe016;" d="M507 1177q98 0 187.5 -38.5t154.5 -103.5t103.5 -154.5t38.5 -187.5q0 -141 -78 -262l300 -299q8 -8 8 -18.5t-8 -18.5l-109 -108q-7 -8 -17.5 -8t-18.5 8l-300 299q-119 -77 -261 -77q-98 0 -188 38.5t-154.5 103t-103 154.5t-38.5 188t38.5 187.5t103 154.5 t154.5 103.5t188 38.5zM506.5 1023q-89.5 0 -165.5 -44t-120 -120.5t-44 -166t44 -165.5t120 -120t165.5 -44t166 44t120.5 120t44 165.5t-44 166t-120.5 120.5t-166 44zM325 800h350q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-350q-10 0 -17.5 7.5 t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe017;" d="M550 1200h100q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM800 975v166q167 -62 272 -209.5t105 -331.5q0 -117 -45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5 t-184.5 123t-123 184.5t-45.5 224q0 184 105 331.5t272 209.5v-166q-103 -55 -165 -155t-62 -220q0 -116 57 -214.5t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5q0 120 -62 220t-165 155z" />
<glyph unicode="&#xe018;" d="M1025 1200h150q10 0 17.5 -7.5t7.5 -17.5v-1150q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v1150q0 10 7.5 17.5t17.5 7.5zM725 800h150q10 0 17.5 -7.5t7.5 -17.5v-750q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v750 q0 10 7.5 17.5t17.5 7.5zM425 500h150q10 0 17.5 -7.5t7.5 -17.5v-450q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v450q0 10 7.5 17.5t17.5 7.5zM125 300h150q10 0 17.5 -7.5t7.5 -17.5v-250q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5 v250q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe019;" d="M600 1174q33 0 74 -5l38 -152l5 -1q49 -14 94 -39l5 -2l134 80q61 -48 104 -105l-80 -134l3 -5q25 -44 39 -93l1 -6l152 -38q5 -43 5 -73q0 -34 -5 -74l-152 -38l-1 -6q-15 -49 -39 -93l-3 -5l80 -134q-48 -61 -104 -105l-134 81l-5 -3q-44 -25 -94 -39l-5 -2l-38 -151 q-43 -5 -74 -5q-33 0 -74 5l-38 151l-5 2q-49 14 -94 39l-5 3l-134 -81q-60 48 -104 105l80 134l-3 5q-25 45 -38 93l-2 6l-151 38q-6 42 -6 74q0 33 6 73l151 38l2 6q13 48 38 93l3 5l-80 134q47 61 105 105l133 -80l5 2q45 25 94 39l5 1l38 152q43 5 74 5zM600 815 q-89 0 -152 -63t-63 -151.5t63 -151.5t152 -63t152 63t63 151.5t-63 151.5t-152 63z" />
<glyph unicode="&#xe020;" d="M500 1300h300q41 0 70.5 -29.5t29.5 -70.5v-100h275q10 0 17.5 -7.5t7.5 -17.5v-75h-1100v75q0 10 7.5 17.5t17.5 7.5h275v100q0 41 29.5 70.5t70.5 29.5zM500 1200v-100h300v100h-300zM1100 900v-800q0 -41 -29.5 -70.5t-70.5 -29.5h-700q-41 0 -70.5 29.5t-29.5 70.5 v800h900zM300 800v-700h100v700h-100zM500 800v-700h100v700h-100zM700 800v-700h100v700h-100zM900 800v-700h100v700h-100z" />
<glyph unicode="&#xe021;" d="M18 618l620 608q8 7 18.5 7t17.5 -7l608 -608q8 -8 5.5 -13t-12.5 -5h-175v-575q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v375h-300v-375q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v575h-175q-10 0 -12.5 5t5.5 13z" />
<glyph unicode="&#xe022;" d="M600 1200v-400q0 -41 29.5 -70.5t70.5 -29.5h300v-650q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v1100q0 21 14.5 35.5t35.5 14.5h450zM1000 800h-250q-21 0 -35.5 14.5t-14.5 35.5v250z" />
<glyph unicode="&#xe023;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5t-57 214.5t-155.5 155.5t-214.5 57zM525 900h50q10 0 17.5 -7.5t7.5 -17.5v-275h175q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v350q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe024;" d="M1300 0h-538l-41 400h-242l-41 -400h-538l431 1200h209l-21 -300h162l-20 300h208zM515 800l-27 -300h224l-27 300h-170z" />
<glyph unicode="&#xe025;" d="M550 1200h200q21 0 35.5 -14.5t14.5 -35.5v-450h191q20 0 25.5 -11.5t-7.5 -27.5l-327 -400q-13 -16 -32 -16t-32 16l-327 400q-13 16 -7.5 27.5t25.5 11.5h191v450q0 21 14.5 35.5t35.5 14.5zM1125 400h50q10 0 17.5 -7.5t7.5 -17.5v-350q0 -10 -7.5 -17.5t-17.5 -7.5 h-1050q-10 0 -17.5 7.5t-7.5 17.5v350q0 10 7.5 17.5t17.5 7.5h50q10 0 17.5 -7.5t7.5 -17.5v-175h900v175q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe026;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5t-57 214.5t-155.5 155.5t-214.5 57zM525 900h150q10 0 17.5 -7.5t7.5 -17.5v-275h137q21 0 26 -11.5t-8 -27.5l-223 -275q-13 -16 -32 -16t-32 16l-223 275q-13 16 -8 27.5t26 11.5h137v275q0 10 7.5 17.5t17.5 7.5z " />
<glyph unicode="&#xe027;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5t-57 214.5t-155.5 155.5t-214.5 57zM632 914l223 -275q13 -16 8 -27.5t-26 -11.5h-137v-275q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v275h-137q-21 0 -26 11.5t8 27.5l223 275q13 16 32 16 t32 -16z" />
<glyph unicode="&#xe028;" d="M225 1200h750q10 0 19.5 -7t12.5 -17l186 -652q7 -24 7 -49v-425q0 -12 -4 -27t-9 -17q-12 -6 -37 -6h-1100q-12 0 -27 4t-17 8q-6 13 -6 38l1 425q0 25 7 49l185 652q3 10 12.5 17t19.5 7zM878 1000h-556q-10 0 -19 -7t-11 -18l-87 -450q-2 -11 4 -18t16 -7h150 q10 0 19.5 -7t11.5 -17l38 -152q2 -10 11.5 -17t19.5 -7h250q10 0 19.5 7t11.5 17l38 152q2 10 11.5 17t19.5 7h150q10 0 16 7t4 18l-87 450q-2 11 -11 18t-19 7z" />
<glyph unicode="&#xe029;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5t-57 214.5t-155.5 155.5t-214.5 57zM540 820l253 -190q17 -12 17 -30t-17 -30l-253 -190q-16 -12 -28 -6.5t-12 26.5v400q0 21 12 26.5t28 -6.5z" />
<glyph unicode="&#xe030;" d="M947 1060l135 135q7 7 12.5 5t5.5 -13v-362q0 -10 -7.5 -17.5t-17.5 -7.5h-362q-11 0 -13 5.5t5 12.5l133 133q-109 76 -238 76q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5h150q0 -117 -45.5 -224 t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5q192 0 347 -117z" />
<glyph unicode="&#xe031;" d="M947 1060l135 135q7 7 12.5 5t5.5 -13v-361q0 -11 -7.5 -18.5t-18.5 -7.5h-361q-11 0 -13 5.5t5 12.5l134 134q-110 75 -239 75q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5h-150q0 117 45.5 224t123 184.5t184.5 123t224 45.5q192 0 347 -117zM1027 600h150 q0 -117 -45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5q-192 0 -348 118l-134 -134q-7 -8 -12.5 -5.5t-5.5 12.5v360q0 11 7.5 18.5t18.5 7.5h360q10 0 12.5 -5.5t-5.5 -12.5l-133 -133q110 -76 240 -76q116 0 214.5 57t155.5 155.5t57 214.5z" />
<glyph unicode="&#xe032;" d="M125 1200h1050q10 0 17.5 -7.5t7.5 -17.5v-1150q0 -10 -7.5 -17.5t-17.5 -7.5h-1050q-10 0 -17.5 7.5t-7.5 17.5v1150q0 10 7.5 17.5t17.5 7.5zM1075 1000h-850q-10 0 -17.5 -7.5t-7.5 -17.5v-850q0 -10 7.5 -17.5t17.5 -7.5h850q10 0 17.5 7.5t7.5 17.5v850 q0 10 -7.5 17.5t-17.5 7.5zM325 900h50q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-50q-10 0 -17.5 7.5t-7.5 17.5v50q0 10 7.5 17.5t17.5 7.5zM525 900h450q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-450q-10 0 -17.5 7.5t-7.5 17.5v50 q0 10 7.5 17.5t17.5 7.5zM325 700h50q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-50q-10 0 -17.5 7.5t-7.5 17.5v50q0 10 7.5 17.5t17.5 7.5zM525 700h450q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-450q-10 0 -17.5 7.5t-7.5 17.5v50 q0 10 7.5 17.5t17.5 7.5zM325 500h50q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-50q-10 0 -17.5 7.5t-7.5 17.5v50q0 10 7.5 17.5t17.5 7.5zM525 500h450q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-450q-10 0 -17.5 7.5t-7.5 17.5v50 q0 10 7.5 17.5t17.5 7.5zM325 300h50q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-50q-10 0 -17.5 7.5t-7.5 17.5v50q0 10 7.5 17.5t17.5 7.5zM525 300h450q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-450q-10 0 -17.5 7.5t-7.5 17.5v50 q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe033;" d="M900 800v200q0 83 -58.5 141.5t-141.5 58.5h-300q-82 0 -141 -59t-59 -141v-200h-100q-41 0 -70.5 -29.5t-29.5 -70.5v-600q0 -41 29.5 -70.5t70.5 -29.5h900q41 0 70.5 29.5t29.5 70.5v600q0 41 -29.5 70.5t-70.5 29.5h-100zM400 800v150q0 21 15 35.5t35 14.5h200 q20 0 35 -14.5t15 -35.5v-150h-300z" />
<glyph unicode="&#xe034;" d="M125 1100h50q10 0 17.5 -7.5t7.5 -17.5v-1075h-100v1075q0 10 7.5 17.5t17.5 7.5zM1075 1052q4 0 9 -2q16 -6 16 -23v-421q0 -6 -3 -12q-33 -59 -66.5 -99t-65.5 -58t-56.5 -24.5t-52.5 -6.5q-26 0 -57.5 6.5t-52.5 13.5t-60 21q-41 15 -63 22.5t-57.5 15t-65.5 7.5 q-85 0 -160 -57q-7 -5 -15 -5q-6 0 -11 3q-14 7 -14 22v438q22 55 82 98.5t119 46.5q23 2 43 0.5t43 -7t32.5 -8.5t38 -13t32.5 -11q41 -14 63.5 -21t57 -14t63.5 -7q103 0 183 87q7 8 18 8z" />
<glyph unicode="&#xe035;" d="M600 1175q116 0 227 -49.5t192.5 -131t131 -192.5t49.5 -227v-300q0 -10 -7.5 -17.5t-17.5 -7.5h-50q-10 0 -17.5 7.5t-7.5 17.5v300q0 127 -70.5 231.5t-184.5 161.5t-245 57t-245 -57t-184.5 -161.5t-70.5 -231.5v-300q0 -10 -7.5 -17.5t-17.5 -7.5h-50 q-10 0 -17.5 7.5t-7.5 17.5v300q0 116 49.5 227t131 192.5t192.5 131t227 49.5zM220 500h160q8 0 14 -6t6 -14v-460q0 -8 -6 -14t-14 -6h-160q-8 0 -14 6t-6 14v460q0 8 6 14t14 6zM820 500h160q8 0 14 -6t6 -14v-460q0 -8 -6 -14t-14 -6h-160q-8 0 -14 6t-6 14v460 q0 8 6 14t14 6z" />
<glyph unicode="&#xe036;" d="M321 814l258 172q9 6 15 2.5t6 -13.5v-750q0 -10 -6 -13.5t-15 2.5l-258 172q-21 14 -46 14h-250q-10 0 -17.5 7.5t-7.5 17.5v350q0 10 7.5 17.5t17.5 7.5h250q25 0 46 14zM900 668l120 120q7 7 17 7t17 -7l34 -34q7 -7 7 -17t-7 -17l-120 -120l120 -120q7 -7 7 -17 t-7 -17l-34 -34q-7 -7 -17 -7t-17 7l-120 119l-120 -119q-7 -7 -17 -7t-17 7l-34 34q-7 7 -7 17t7 17l119 120l-119 120q-7 7 -7 17t7 17l34 34q7 8 17 8t17 -8z" />
<glyph unicode="&#xe037;" d="M321 814l258 172q9 6 15 2.5t6 -13.5v-750q0 -10 -6 -13.5t-15 2.5l-258 172q-21 14 -46 14h-250q-10 0 -17.5 7.5t-7.5 17.5v350q0 10 7.5 17.5t17.5 7.5h250q25 0 46 14zM766 900h4q10 -1 16 -10q96 -129 96 -290q0 -154 -90 -281q-6 -9 -17 -10l-3 -1q-9 0 -16 6 l-29 23q-7 7 -8.5 16.5t4.5 17.5q72 103 72 229q0 132 -78 238q-6 8 -4.5 18t9.5 17l29 22q7 5 15 5z" />
<glyph unicode="&#xe038;" d="M967 1004h3q11 -1 17 -10q135 -179 135 -396q0 -105 -34 -206.5t-98 -185.5q-7 -9 -17 -10h-3q-9 0 -16 6l-42 34q-8 6 -9 16t5 18q111 150 111 328q0 90 -29.5 176t-84.5 157q-6 9 -5 19t10 16l42 33q7 5 15 5zM321 814l258 172q9 6 15 2.5t6 -13.5v-750q0 -10 -6 -13.5 t-15 2.5l-258 172q-21 14 -46 14h-250q-10 0 -17.5 7.5t-7.5 17.5v350q0 10 7.5 17.5t17.5 7.5h250q25 0 46 14zM766 900h4q10 -1 16 -10q96 -129 96 -290q0 -154 -90 -281q-6 -9 -17 -10l-3 -1q-9 0 -16 6l-29 23q-7 7 -8.5 16.5t4.5 17.5q72 103 72 229q0 132 -78 238 q-6 8 -4.5 18.5t9.5 16.5l29 22q7 5 15 5z" />
<glyph unicode="&#xe039;" d="M500 900h100v-100h-100v-100h-400v-100h-100v600h500v-300zM1200 700h-200v-100h200v-200h-300v300h-200v300h-100v200h600v-500zM100 1100v-300h300v300h-300zM800 1100v-300h300v300h-300zM300 900h-100v100h100v-100zM1000 900h-100v100h100v-100zM300 500h200v-500 h-500v500h200v100h100v-100zM800 300h200v-100h-100v-100h-200v100h-100v100h100v200h-200v100h300v-300zM100 400v-300h300v300h-300zM300 200h-100v100h100v-100zM1200 200h-100v100h100v-100zM700 0h-100v100h100v-100zM1200 0h-300v100h300v-100z" />
<glyph unicode="&#xe040;" d="M100 200h-100v1000h100v-1000zM300 200h-100v1000h100v-1000zM700 200h-200v1000h200v-1000zM900 200h-100v1000h100v-1000zM1200 200h-200v1000h200v-1000zM400 0h-300v100h300v-100zM600 0h-100v91h100v-91zM800 0h-100v91h100v-91zM1100 0h-200v91h200v-91z" />
<glyph unicode="&#xe041;" d="M500 1200l682 -682q8 -8 8 -18t-8 -18l-464 -464q-8 -8 -18 -8t-18 8l-682 682l1 475q0 10 7.5 17.5t17.5 7.5h474zM319.5 1024.5q-29.5 29.5 -71 29.5t-71 -29.5t-29.5 -71.5t29.5 -71.5t71 -29.5t71 29.5t29.5 71.5t-29.5 71.5z" />
<glyph unicode="&#xe042;" d="M500 1200l682 -682q8 -8 8 -18t-8 -18l-464 -464q-8 -8 -18 -8t-18 8l-682 682l1 475q0 10 7.5 17.5t17.5 7.5h474zM800 1200l682 -682q8 -8 8 -18t-8 -18l-464 -464q-8 -8 -18 -8t-18 8l-56 56l424 426l-700 700h150zM319.5 1024.5q-29.5 29.5 -71 29.5t-71 -29.5 t-29.5 -71.5t29.5 -71.5t71 -29.5t71 29.5t29.5 71.5t-29.5 71.5z" />
<glyph unicode="&#xe043;" d="M300 1200h825q75 0 75 -75v-900q0 -25 -18 -43l-64 -64q-8 -8 -13 -5.5t-5 12.5v950q0 10 -7.5 17.5t-17.5 7.5h-700q-25 0 -43 -18l-64 -64q-8 -8 -5.5 -13t12.5 -5h700q10 0 17.5 -7.5t7.5 -17.5v-950q0 -10 -7.5 -17.5t-17.5 -7.5h-850q-10 0 -17.5 7.5t-7.5 17.5v975 q0 25 18 43l139 139q18 18 43 18z" />
<glyph unicode="&#xe044;" d="M250 1200h800q21 0 35.5 -14.5t14.5 -35.5v-1150l-450 444l-450 -445v1151q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe045;" d="M822 1200h-444q-11 0 -19 -7.5t-9 -17.5l-78 -301q-7 -24 7 -45l57 -108q6 -9 17.5 -15t21.5 -6h450q10 0 21.5 6t17.5 15l62 108q14 21 7 45l-83 301q-1 10 -9 17.5t-19 7.5zM1175 800h-150q-10 0 -21 -6.5t-15 -15.5l-78 -156q-4 -9 -15 -15.5t-21 -6.5h-550 q-10 0 -21 6.5t-15 15.5l-78 156q-4 9 -15 15.5t-21 6.5h-150q-10 0 -17.5 -7.5t-7.5 -17.5v-650q0 -10 7.5 -17.5t17.5 -7.5h150q10 0 17.5 7.5t7.5 17.5v150q0 10 7.5 17.5t17.5 7.5h750q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 7.5 -17.5t17.5 -7.5h150q10 0 17.5 7.5 t7.5 17.5v650q0 10 -7.5 17.5t-17.5 7.5zM850 200h-500q-10 0 -19.5 -7t-11.5 -17l-38 -152q-2 -10 3.5 -17t15.5 -7h600q10 0 15.5 7t3.5 17l-38 152q-2 10 -11.5 17t-19.5 7z" />
<glyph unicode="&#xe046;" d="M500 1100h200q56 0 102.5 -20.5t72.5 -50t44 -59t25 -50.5l6 -20h150q41 0 70.5 -29.5t29.5 -70.5v-600q0 -41 -29.5 -70.5t-70.5 -29.5h-1000q-41 0 -70.5 29.5t-29.5 70.5v600q0 41 29.5 70.5t70.5 29.5h150q2 8 6.5 21.5t24 48t45 61t72 48t102.5 21.5zM900 800v-100 h100v100h-100zM600 730q-95 0 -162.5 -67.5t-67.5 -162.5t67.5 -162.5t162.5 -67.5t162.5 67.5t67.5 162.5t-67.5 162.5t-162.5 67.5zM600 603q43 0 73 -30t30 -73t-30 -73t-73 -30t-73 30t-30 73t30 73t73 30z" />
<glyph unicode="&#xe047;" d="M681 1199l385 -998q20 -50 60 -92q18 -19 36.5 -29.5t27.5 -11.5l10 -2v-66h-417v66q53 0 75 43.5t5 88.5l-82 222h-391q-58 -145 -92 -234q-11 -34 -6.5 -57t25.5 -37t46 -20t55 -6v-66h-365v66q56 24 84 52q12 12 25 30.5t20 31.5l7 13l399 1006h93zM416 521h340 l-162 457z" />
<glyph unicode="&#xe048;" d="M753 641q5 -1 14.5 -4.5t36 -15.5t50.5 -26.5t53.5 -40t50.5 -54.5t35.5 -70t14.5 -87q0 -67 -27.5 -125.5t-71.5 -97.5t-98.5 -66.5t-108.5 -40.5t-102 -13h-500v89q41 7 70.5 32.5t29.5 65.5v827q0 24 -0.5 34t-3.5 24t-8.5 19.5t-17 13.5t-28 12.5t-42.5 11.5v71 l471 -1q57 0 115.5 -20.5t108 -57t80.5 -94t31 -124.5q0 -51 -15.5 -96.5t-38 -74.5t-45 -50.5t-38.5 -30.5zM400 700h139q78 0 130.5 48.5t52.5 122.5q0 41 -8.5 70.5t-29.5 55.5t-62.5 39.5t-103.5 13.5h-118v-350zM400 200h216q80 0 121 50.5t41 130.5q0 90 -62.5 154.5 t-156.5 64.5h-159v-400z" />
<glyph unicode="&#xe049;" d="M877 1200l2 -57q-83 -19 -116 -45.5t-40 -66.5l-132 -839q-9 -49 13 -69t96 -26v-97h-500v97q186 16 200 98l173 832q3 17 3 30t-1.5 22.5t-9 17.5t-13.5 12.5t-21.5 10t-26 8.5t-33.5 10q-13 3 -19 5v57h425z" />
<glyph unicode="&#xe050;" d="M1300 900h-50q0 21 -4 37t-9.5 26.5t-18 17.5t-22 11t-28.5 5.5t-31 2t-37 0.5h-200v-850q0 -22 25 -34.5t50 -13.5l25 -2v-100h-400v100q4 0 11 0.5t24 3t30 7t24 15t11 24.5v850h-200q-25 0 -37 -0.5t-31 -2t-28.5 -5.5t-22 -11t-18 -17.5t-9.5 -26.5t-4 -37h-50v300 h1000v-300zM175 1000h-75v-800h75l-125 -167l-125 167h75v800h-75l125 167z" />
<glyph unicode="&#xe051;" d="M1100 900h-50q0 21 -4 37t-9.5 26.5t-18 17.5t-22 11t-28.5 5.5t-31 2t-37 0.5h-200v-650q0 -22 25 -34.5t50 -13.5l25 -2v-100h-400v100q4 0 11 0.5t24 3t30 7t24 15t11 24.5v650h-200q-25 0 -37 -0.5t-31 -2t-28.5 -5.5t-22 -11t-18 -17.5t-9.5 -26.5t-4 -37h-50v300 h1000v-300zM1167 50l-167 -125v75h-800v-75l-167 125l167 125v-75h800v75z" />
<glyph unicode="&#xe052;" d="M50 1100h600q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-600q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 800h1000q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1000q-21 0 -35.5 14.5t-14.5 35.5v100 q0 21 14.5 35.5t35.5 14.5zM50 500h800q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 200h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe053;" d="M250 1100h700q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-700q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 800h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v100 q0 21 14.5 35.5t35.5 14.5zM250 500h700q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-700q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 200h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe054;" d="M500 950v100q0 21 14.5 35.5t35.5 14.5h600q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-600q-21 0 -35.5 14.5t-14.5 35.5zM100 650v100q0 21 14.5 35.5t35.5 14.5h1000q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1000 q-21 0 -35.5 14.5t-14.5 35.5zM300 350v100q0 21 14.5 35.5t35.5 14.5h800q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5zM0 50v100q0 21 14.5 35.5t35.5 14.5h1100q21 0 35.5 -14.5t14.5 -35.5v-100 q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5z" />
<glyph unicode="&#xe055;" d="M50 1100h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 800h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v100 q0 21 14.5 35.5t35.5 14.5zM50 500h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 200h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe056;" d="M50 1100h100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM350 1100h800q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v100 q0 21 14.5 35.5t35.5 14.5zM50 800h100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM350 800h800q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-800 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 500h100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM350 500h800q21 0 35.5 -14.5t14.5 -35.5v-100 q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 200h100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM350 200h800 q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe057;" d="M400 0h-100v1100h100v-1100zM550 1100h100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM550 800h500q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-500 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM267 550l-167 -125v75h-200v100h200v75zM550 500h300q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-300q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM550 200h600 q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-600q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe058;" d="M50 1100h100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM900 0h-100v1100h100v-1100zM50 800h500q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-500 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM1100 600h200v-100h-200v-75l-167 125l167 125v-75zM50 500h300q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-300q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 200h600 q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-600q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe059;" d="M75 1000h750q31 0 53 -22t22 -53v-650q0 -31 -22 -53t-53 -22h-750q-31 0 -53 22t-22 53v650q0 31 22 53t53 22zM1200 300l-300 300l300 300v-600z" />
<glyph unicode="&#xe060;" d="M44 1100h1112q18 0 31 -13t13 -31v-1012q0 -18 -13 -31t-31 -13h-1112q-18 0 -31 13t-13 31v1012q0 18 13 31t31 13zM100 1000v-737l247 182l298 -131l-74 156l293 318l236 -288v500h-1000zM342 884q56 0 95 -39t39 -94.5t-39 -95t-95 -39.5t-95 39.5t-39 95t39 94.5 t95 39z" />
<glyph unicode="&#xe062;" d="M648 1169q117 0 216 -60t156.5 -161t57.5 -218q0 -115 -70 -258q-69 -109 -158 -225.5t-143 -179.5l-54 -62q-9 8 -25.5 24.5t-63.5 67.5t-91 103t-98.5 128t-95.5 148q-60 132 -60 249q0 88 34 169.5t91.5 142t137 96.5t166.5 36zM652.5 974q-91.5 0 -156.5 -65 t-65 -157t65 -156.5t156.5 -64.5t156.5 64.5t65 156.5t-65 157t-156.5 65z" />
<glyph unicode="&#xe063;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 173v854q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57z" />
<glyph unicode="&#xe064;" d="M554 1295q21 -72 57.5 -143.5t76 -130t83 -118t82.5 -117t70 -116t49.5 -126t18.5 -136.5q0 -71 -25.5 -135t-68.5 -111t-99 -82t-118.5 -54t-125.5 -23q-84 5 -161.5 34t-139.5 78.5t-99 125t-37 164.5q0 69 18 136.5t49.5 126.5t69.5 116.5t81.5 117.5t83.5 119 t76.5 131t58.5 143zM344 710q-23 -33 -43.5 -70.5t-40.5 -102.5t-17 -123q1 -37 14.5 -69.5t30 -52t41 -37t38.5 -24.5t33 -15q21 -7 32 -1t13 22l6 34q2 10 -2.5 22t-13.5 19q-5 4 -14 12t-29.5 40.5t-32.5 73.5q-26 89 6 271q2 11 -6 11q-8 1 -15 -10z" />
<glyph unicode="&#xe065;" d="M1000 1013l108 115q2 1 5 2t13 2t20.5 -1t25 -9.5t28.5 -21.5q22 -22 27 -43t0 -32l-6 -10l-108 -115zM350 1100h400q50 0 105 -13l-187 -187h-368q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5v182l200 200v-332 q0 -165 -93.5 -257.5t-256.5 -92.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400q0 165 92.5 257.5t257.5 92.5zM1009 803l-362 -362l-161 -50l55 170l355 355z" />
<glyph unicode="&#xe066;" d="M350 1100h361q-164 -146 -216 -200h-195q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5l200 153v-103q0 -165 -92.5 -257.5t-257.5 -92.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400q0 165 92.5 257.5t257.5 92.5z M824 1073l339 -301q8 -7 8 -17.5t-8 -17.5l-340 -306q-7 -6 -12.5 -4t-6.5 11v203q-26 1 -54.5 0t-78.5 -7.5t-92 -17.5t-86 -35t-70 -57q10 59 33 108t51.5 81.5t65 58.5t68.5 40.5t67 24.5t56 13.5t40 4.5v210q1 10 6.5 12.5t13.5 -4.5z" />
<glyph unicode="&#xe067;" d="M350 1100h350q60 0 127 -23l-178 -177h-349q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5v69l200 200v-219q0 -165 -92.5 -257.5t-257.5 -92.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400q0 165 92.5 257.5t257.5 92.5z M643 639l395 395q7 7 17.5 7t17.5 -7l101 -101q7 -7 7 -17.5t-7 -17.5l-531 -532q-7 -7 -17.5 -7t-17.5 7l-248 248q-7 7 -7 17.5t7 17.5l101 101q7 7 17.5 7t17.5 -7l111 -111q8 -7 18 -7t18 7z" />
<glyph unicode="&#xe068;" d="M318 918l264 264q8 8 18 8t18 -8l260 -264q7 -8 4.5 -13t-12.5 -5h-170v-200h200v173q0 10 5 12t13 -5l264 -260q8 -7 8 -17.5t-8 -17.5l-264 -265q-8 -7 -13 -5t-5 12v173h-200v-200h170q10 0 12.5 -5t-4.5 -13l-260 -264q-8 -8 -18 -8t-18 8l-264 264q-8 8 -5.5 13 t12.5 5h175v200h-200v-173q0 -10 -5 -12t-13 5l-264 265q-8 7 -8 17.5t8 17.5l264 260q8 7 13 5t5 -12v-173h200v200h-175q-10 0 -12.5 5t5.5 13z" />
<glyph unicode="&#xe069;" d="M250 1100h100q21 0 35.5 -14.5t14.5 -35.5v-438l464 453q15 14 25.5 10t10.5 -25v-1000q0 -21 -10.5 -25t-25.5 10l-464 453v-438q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v1000q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe070;" d="M50 1100h100q21 0 35.5 -14.5t14.5 -35.5v-438l464 453q15 14 25.5 10t10.5 -25v-438l464 453q15 14 25.5 10t10.5 -25v-1000q0 -21 -10.5 -25t-25.5 10l-464 453v-438q0 -21 -10.5 -25t-25.5 10l-464 453v-438q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5 t-14.5 35.5v1000q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe071;" d="M1200 1050v-1000q0 -21 -10.5 -25t-25.5 10l-464 453v-438q0 -21 -10.5 -25t-25.5 10l-492 480q-15 14 -15 35t15 35l492 480q15 14 25.5 10t10.5 -25v-438l464 453q15 14 25.5 10t10.5 -25z" />
<glyph unicode="&#xe072;" d="M243 1074l814 -498q18 -11 18 -26t-18 -26l-814 -498q-18 -11 -30.5 -4t-12.5 28v1000q0 21 12.5 28t30.5 -4z" />
<glyph unicode="&#xe073;" d="M250 1000h200q21 0 35.5 -14.5t14.5 -35.5v-800q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v800q0 21 14.5 35.5t35.5 14.5zM650 1000h200q21 0 35.5 -14.5t14.5 -35.5v-800q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v800 q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe074;" d="M1100 950v-800q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v800q0 21 14.5 35.5t35.5 14.5h800q21 0 35.5 -14.5t14.5 -35.5z" />
<glyph unicode="&#xe075;" d="M500 612v438q0 21 10.5 25t25.5 -10l492 -480q15 -14 15 -35t-15 -35l-492 -480q-15 -14 -25.5 -10t-10.5 25v438l-464 -453q-15 -14 -25.5 -10t-10.5 25v1000q0 21 10.5 25t25.5 -10z" />
<glyph unicode="&#xe076;" d="M1048 1102l100 1q20 0 35 -14.5t15 -35.5l5 -1000q0 -21 -14.5 -35.5t-35.5 -14.5l-100 -1q-21 0 -35.5 14.5t-14.5 35.5l-2 437l-463 -454q-14 -15 -24.5 -10.5t-10.5 25.5l-2 437l-462 -455q-15 -14 -25.5 -9.5t-10.5 24.5l-5 1000q0 21 10.5 25.5t25.5 -10.5l466 -450 l-2 438q0 20 10.5 24.5t25.5 -9.5l466 -451l-2 438q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe077;" d="M850 1100h100q21 0 35.5 -14.5t14.5 -35.5v-1000q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v438l-464 -453q-15 -14 -25.5 -10t-10.5 25v1000q0 21 10.5 25t25.5 -10l464 -453v438q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe078;" d="M686 1081l501 -540q15 -15 10.5 -26t-26.5 -11h-1042q-22 0 -26.5 11t10.5 26l501 540q15 15 36 15t36 -15zM150 400h1000q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1000q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe079;" d="M885 900l-352 -353l352 -353l-197 -198l-552 552l552 550z" />
<glyph unicode="&#xe080;" d="M1064 547l-551 -551l-198 198l353 353l-353 353l198 198z" />
<glyph unicode="&#xe081;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM650 900h-100q-21 0 -35.5 -14.5t-14.5 -35.5v-150h-150 q-21 0 -35.5 -14.5t-14.5 -35.5v-100q0 -21 14.5 -35.5t35.5 -14.5h150v-150q0 -21 14.5 -35.5t35.5 -14.5h100q21 0 35.5 14.5t14.5 35.5v150h150q21 0 35.5 14.5t14.5 35.5v100q0 21 -14.5 35.5t-35.5 14.5h-150v150q0 21 -14.5 35.5t-35.5 14.5z" />
<glyph unicode="&#xe082;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM850 700h-500q-21 0 -35.5 -14.5t-14.5 -35.5v-100q0 -21 14.5 -35.5 t35.5 -14.5h500q21 0 35.5 14.5t14.5 35.5v100q0 21 -14.5 35.5t-35.5 14.5z" />
<glyph unicode="&#xe083;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM741.5 913q-12.5 0 -21.5 -9l-120 -120l-120 120q-9 9 -21.5 9 t-21.5 -9l-141 -141q-9 -9 -9 -21.5t9 -21.5l120 -120l-120 -120q-9 -9 -9 -21.5t9 -21.5l141 -141q9 -9 21.5 -9t21.5 9l120 120l120 -120q9 -9 21.5 -9t21.5 9l141 141q9 9 9 21.5t-9 21.5l-120 120l120 120q9 9 9 21.5t-9 21.5l-141 141q-9 9 -21.5 9z" />
<glyph unicode="&#xe084;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM546 623l-84 85q-7 7 -17.5 7t-18.5 -7l-139 -139q-7 -8 -7 -18t7 -18 l242 -241q7 -8 17.5 -8t17.5 8l375 375q7 7 7 17.5t-7 18.5l-139 139q-7 7 -17.5 7t-17.5 -7z" />
<glyph unicode="&#xe085;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM588 941q-29 0 -59 -5.5t-63 -20.5t-58 -38.5t-41.5 -63t-16.5 -89.5 q0 -25 20 -25h131q30 -5 35 11q6 20 20.5 28t45.5 8q20 0 31.5 -10.5t11.5 -28.5q0 -23 -7 -34t-26 -18q-1 0 -13.5 -4t-19.5 -7.5t-20 -10.5t-22 -17t-18.5 -24t-15.5 -35t-8 -46q-1 -8 5.5 -16.5t20.5 -8.5h173q7 0 22 8t35 28t37.5 48t29.5 74t12 100q0 47 -17 83 t-42.5 57t-59.5 34.5t-64 18t-59 4.5zM675 400h-150q-10 0 -17.5 -7.5t-7.5 -17.5v-150q0 -10 7.5 -17.5t17.5 -7.5h150q10 0 17.5 7.5t7.5 17.5v150q0 10 -7.5 17.5t-17.5 7.5z" />
<glyph unicode="&#xe086;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM675 1000h-150q-10 0 -17.5 -7.5t-7.5 -17.5v-150q0 -10 7.5 -17.5 t17.5 -7.5h150q10 0 17.5 7.5t7.5 17.5v150q0 10 -7.5 17.5t-17.5 7.5zM675 700h-250q-10 0 -17.5 -7.5t-7.5 -17.5v-50q0 -10 7.5 -17.5t17.5 -7.5h75v-200h-75q-10 0 -17.5 -7.5t-7.5 -17.5v-50q0 -10 7.5 -17.5t17.5 -7.5h350q10 0 17.5 7.5t7.5 17.5v50q0 10 -7.5 17.5 t-17.5 7.5h-75v275q0 10 -7.5 17.5t-17.5 7.5z" />
<glyph unicode="&#xe087;" d="M525 1200h150q10 0 17.5 -7.5t7.5 -17.5v-194q103 -27 178.5 -102.5t102.5 -178.5h194q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-194q-27 -103 -102.5 -178.5t-178.5 -102.5v-194q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v194 q-103 27 -178.5 102.5t-102.5 178.5h-194q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5h194q27 103 102.5 178.5t178.5 102.5v194q0 10 7.5 17.5t17.5 7.5zM700 893v-168q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v168q-68 -23 -119 -74 t-74 -119h168q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-168q23 -68 74 -119t119 -74v168q0 10 7.5 17.5t17.5 7.5h150q10 0 17.5 -7.5t7.5 -17.5v-168q68 23 119 74t74 119h-168q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5h168 q-23 68 -74 119t-119 74z" />
<glyph unicode="&#xe088;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5t-57 214.5t-155.5 155.5t-214.5 57zM759 823l64 -64q7 -7 7 -17.5t-7 -17.5l-124 -124l124 -124q7 -7 7 -17.5t-7 -17.5l-64 -64q-7 -7 -17.5 -7t-17.5 7l-124 124l-124 -124q-7 -7 -17.5 -7t-17.5 7l-64 64 q-7 7 -7 17.5t7 17.5l124 124l-124 124q-7 7 -7 17.5t7 17.5l64 64q7 7 17.5 7t17.5 -7l124 -124l124 124q7 7 17.5 7t17.5 -7z" />
<glyph unicode="&#xe089;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5t-57 214.5t-155.5 155.5t-214.5 57zM782 788l106 -106q7 -7 7 -17.5t-7 -17.5l-320 -321q-8 -7 -18 -7t-18 7l-202 203q-8 7 -8 17.5t8 17.5l106 106q7 8 17.5 8t17.5 -8l79 -79l197 197q7 7 17.5 7t17.5 -7z" />
<glyph unicode="&#xe090;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5q0 -120 65 -225 l587 587q-105 65 -225 65zM965 819l-584 -584q104 -62 219 -62q116 0 214.5 57t155.5 155.5t57 214.5q0 115 -62 219z" />
<glyph unicode="&#xe091;" d="M39 582l522 427q16 13 27.5 8t11.5 -26v-291h550q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-550v-291q0 -21 -11.5 -26t-27.5 8l-522 427q-16 13 -16 32t16 32z" />
<glyph unicode="&#xe092;" d="M639 1009l522 -427q16 -13 16 -32t-16 -32l-522 -427q-16 -13 -27.5 -8t-11.5 26v291h-550q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5h550v291q0 21 11.5 26t27.5 -8z" />
<glyph unicode="&#xe093;" d="M682 1161l427 -522q13 -16 8 -27.5t-26 -11.5h-291v-550q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v550h-291q-21 0 -26 11.5t8 27.5l427 522q13 16 32 16t32 -16z" />
<glyph unicode="&#xe094;" d="M550 1200h200q21 0 35.5 -14.5t14.5 -35.5v-550h291q21 0 26 -11.5t-8 -27.5l-427 -522q-13 -16 -32 -16t-32 16l-427 522q-13 16 -8 27.5t26 11.5h291v550q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe095;" d="M639 1109l522 -427q16 -13 16 -32t-16 -32l-522 -427q-16 -13 -27.5 -8t-11.5 26v291q-94 -2 -182 -20t-170.5 -52t-147 -92.5t-100.5 -135.5q5 105 27 193.5t67.5 167t113 135t167 91.5t225.5 42v262q0 21 11.5 26t27.5 -8z" />
<glyph unicode="&#xe096;" d="M850 1200h300q21 0 35.5 -14.5t14.5 -35.5v-300q0 -21 -10.5 -25t-24.5 10l-94 94l-249 -249q-8 -7 -18 -7t-18 7l-106 106q-7 8 -7 18t7 18l249 249l-94 94q-14 14 -10 24.5t25 10.5zM350 0h-300q-21 0 -35.5 14.5t-14.5 35.5v300q0 21 10.5 25t24.5 -10l94 -94l249 249 q8 7 18 7t18 -7l106 -106q7 -8 7 -18t-7 -18l-249 -249l94 -94q14 -14 10 -24.5t-25 -10.5z" />
<glyph unicode="&#xe097;" d="M1014 1120l106 -106q7 -8 7 -18t-7 -18l-249 -249l94 -94q14 -14 10 -24.5t-25 -10.5h-300q-21 0 -35.5 14.5t-14.5 35.5v300q0 21 10.5 25t24.5 -10l94 -94l249 249q8 7 18 7t18 -7zM250 600h300q21 0 35.5 -14.5t14.5 -35.5v-300q0 -21 -10.5 -25t-24.5 10l-94 94 l-249 -249q-8 -7 -18 -7t-18 7l-106 106q-7 8 -7 18t7 18l249 249l-94 94q-14 14 -10 24.5t25 10.5z" />
<glyph unicode="&#xe101;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM704 900h-208q-20 0 -32 -14.5t-8 -34.5l58 -302q4 -20 21.5 -34.5 t37.5 -14.5h54q20 0 37.5 14.5t21.5 34.5l58 302q4 20 -8 34.5t-32 14.5zM675 400h-150q-10 0 -17.5 -7.5t-7.5 -17.5v-150q0 -10 7.5 -17.5t17.5 -7.5h150q10 0 17.5 7.5t7.5 17.5v150q0 10 -7.5 17.5t-17.5 7.5z" />
<glyph unicode="&#xe102;" d="M260 1200q9 0 19 -2t15 -4l5 -2q22 -10 44 -23l196 -118q21 -13 36 -24q29 -21 37 -12q11 13 49 35l196 118q22 13 45 23q17 7 38 7q23 0 47 -16.5t37 -33.5l13 -16q14 -21 18 -45l25 -123l8 -44q1 -9 8.5 -14.5t17.5 -5.5h61q10 0 17.5 -7.5t7.5 -17.5v-50 q0 -10 -7.5 -17.5t-17.5 -7.5h-50q-10 0 -17.5 -7.5t-7.5 -17.5v-175h-400v300h-200v-300h-400v175q0 10 -7.5 17.5t-17.5 7.5h-50q-10 0 -17.5 7.5t-7.5 17.5v50q0 10 7.5 17.5t17.5 7.5h61q11 0 18 3t7 8q0 4 9 52l25 128q5 25 19 45q2 3 5 7t13.5 15t21.5 19.5t26.5 15.5 t29.5 7zM915 1079l-166 -162q-7 -7 -5 -12t12 -5h219q10 0 15 7t2 17l-51 149q-3 10 -11 12t-15 -6zM463 917l-177 157q-8 7 -16 5t-11 -12l-51 -143q-3 -10 2 -17t15 -7h231q11 0 12.5 5t-5.5 12zM500 0h-375q-10 0 -17.5 7.5t-7.5 17.5v375h400v-400zM1100 400v-375 q0 -10 -7.5 -17.5t-17.5 -7.5h-375v400h400z" />
<glyph unicode="&#xe103;" d="M1165 1190q8 3 21 -6.5t13 -17.5q-2 -178 -24.5 -323.5t-55.5 -245.5t-87 -174.5t-102.5 -118.5t-118 -68.5t-118.5 -33t-120 -4.5t-105 9.5t-90 16.5q-61 12 -78 11q-4 1 -12.5 0t-34 -14.5t-52.5 -40.5l-153 -153q-26 -24 -37 -14.5t-11 43.5q0 64 42 102q8 8 50.5 45 t66.5 58q19 17 35 47t13 61q-9 55 -10 102.5t7 111t37 130t78 129.5q39 51 80 88t89.5 63.5t94.5 45t113.5 36t129 31t157.5 37t182 47.5zM1116 1098q-8 9 -22.5 -3t-45.5 -50q-38 -47 -119 -103.5t-142 -89.5l-62 -33q-56 -30 -102 -57t-104 -68t-102.5 -80.5t-85.5 -91 t-64 -104.5q-24 -56 -31 -86t2 -32t31.5 17.5t55.5 59.5q25 30 94 75.5t125.5 77.5t147.5 81q70 37 118.5 69t102 79.5t99 111t86.5 148.5q22 50 24 60t-6 19z" />
<glyph unicode="&#xe104;" d="M653 1231q-39 -67 -54.5 -131t-10.5 -114.5t24.5 -96.5t47.5 -80t63.5 -62.5t68.5 -46.5t65 -30q-4 7 -17.5 35t-18.5 39.5t-17 39.5t-17 43t-13 42t-9.5 44.5t-2 42t4 43t13.5 39t23 38.5q96 -42 165 -107.5t105 -138t52 -156t13 -159t-19 -149.5q-13 -55 -44 -106.5 t-68 -87t-78.5 -64.5t-72.5 -45t-53 -22q-72 -22 -127 -11q-31 6 -13 19q6 3 17 7q13 5 32.5 21t41 44t38.5 63.5t21.5 81.5t-6.5 94.5t-50 107t-104 115.5q10 -104 -0.5 -189t-37 -140.5t-65 -93t-84 -52t-93.5 -11t-95 24.5q-80 36 -131.5 114t-53.5 171q-2 23 0 49.5 t4.5 52.5t13.5 56t27.5 60t46 64.5t69.5 68.5q-8 -53 -5 -102.5t17.5 -90t34 -68.5t44.5 -39t49 -2q31 13 38.5 36t-4.5 55t-29 64.5t-36 75t-26 75.5q-15 85 2 161.5t53.5 128.5t85.5 92.5t93.5 61t81.5 25.5z" />
<glyph unicode="&#xe105;" d="M600 1094q82 0 160.5 -22.5t140 -59t116.5 -82.5t94.5 -95t68 -95t42.5 -82.5t14 -57.5t-14 -57.5t-43 -82.5t-68.5 -95t-94.5 -95t-116.5 -82.5t-140 -59t-159.5 -22.5t-159.5 22.5t-140 59t-116.5 82.5t-94.5 95t-68.5 95t-43 82.5t-14 57.5t14 57.5t42.5 82.5t68 95 t94.5 95t116.5 82.5t140 59t160.5 22.5zM888 829q-15 15 -18 12t5 -22q25 -57 25 -119q0 -124 -88 -212t-212 -88t-212 88t-88 212q0 59 23 114q8 19 4.5 22t-17.5 -12q-70 -69 -160 -184q-13 -16 -15 -40.5t9 -42.5q22 -36 47 -71t70 -82t92.5 -81t113 -58.5t133.5 -24.5 t133.5 24t113 58.5t92.5 81.5t70 81.5t47 70.5q11 18 9 42.5t-14 41.5q-90 117 -163 189zM448 727l-35 -36q-15 -15 -19.5 -38.5t4.5 -41.5q37 -68 93 -116q16 -13 38.5 -11t36.5 17l35 34q14 15 12.5 33.5t-16.5 33.5q-44 44 -89 117q-11 18 -28 20t-32 -12z" />
<glyph unicode="&#xe106;" d="M592 0h-148l31 120q-91 20 -175.5 68.5t-143.5 106.5t-103.5 119t-66.5 110t-22 76q0 21 14 57.5t42.5 82.5t68 95t94.5 95t116.5 82.5t140 59t160.5 22.5q61 0 126 -15l32 121h148zM944 770l47 181q108 -85 176.5 -192t68.5 -159q0 -26 -19.5 -71t-59.5 -102t-93 -112 t-129 -104.5t-158 -75.5l46 173q77 49 136 117t97 131q11 18 9 42.5t-14 41.5q-54 70 -107 130zM310 824q-70 -69 -160 -184q-13 -16 -15 -40.5t9 -42.5q18 -30 39 -60t57 -70.5t74 -73t90 -61t105 -41.5l41 154q-107 18 -178.5 101.5t-71.5 193.5q0 59 23 114q8 19 4.5 22 t-17.5 -12zM448 727l-35 -36q-15 -15 -19.5 -38.5t4.5 -41.5q37 -68 93 -116q16 -13 38.5 -11t36.5 17l12 11l22 86l-3 4q-44 44 -89 117q-11 18 -28 20t-32 -12z" />
<glyph unicode="&#xe107;" d="M-90 100l642 1066q20 31 48 28.5t48 -35.5l642 -1056q21 -32 7.5 -67.5t-50.5 -35.5h-1294q-37 0 -50.5 34t7.5 66zM155 200h345v75q0 10 7.5 17.5t17.5 7.5h150q10 0 17.5 -7.5t7.5 -17.5v-75h345l-445 723zM496 700h208q20 0 32 -14.5t8 -34.5l-58 -252 q-4 -20 -21.5 -34.5t-37.5 -14.5h-54q-20 0 -37.5 14.5t-21.5 34.5l-58 252q-4 20 8 34.5t32 14.5z" />
<glyph unicode="&#xe108;" d="M650 1200q62 0 106 -44t44 -106v-339l363 -325q15 -14 26 -38.5t11 -44.5v-41q0 -20 -12 -26.5t-29 5.5l-359 249v-263q100 -93 100 -113v-64q0 -21 -13 -29t-32 1l-205 128l-205 -128q-19 -9 -32 -1t-13 29v64q0 20 100 113v263l-359 -249q-17 -12 -29 -5.5t-12 26.5v41 q0 20 11 44.5t26 38.5l363 325v339q0 62 44 106t106 44z" />
<glyph unicode="&#xe109;" d="M850 1200h100q21 0 35.5 -14.5t14.5 -35.5v-50h50q21 0 35.5 -14.5t14.5 -35.5v-150h-1100v150q0 21 14.5 35.5t35.5 14.5h50v50q0 21 14.5 35.5t35.5 14.5h100q21 0 35.5 -14.5t14.5 -35.5v-50h500v50q0 21 14.5 35.5t35.5 14.5zM1100 800v-750q0 -21 -14.5 -35.5 t-35.5 -14.5h-1000q-21 0 -35.5 14.5t-14.5 35.5v750h1100zM100 600v-100h100v100h-100zM300 600v-100h100v100h-100zM500 600v-100h100v100h-100zM700 600v-100h100v100h-100zM900 600v-100h100v100h-100zM100 400v-100h100v100h-100zM300 400v-100h100v100h-100zM500 400 v-100h100v100h-100zM700 400v-100h100v100h-100zM900 400v-100h100v100h-100zM100 200v-100h100v100h-100zM300 200v-100h100v100h-100zM500 200v-100h100v100h-100zM700 200v-100h100v100h-100zM900 200v-100h100v100h-100z" />
<glyph unicode="&#xe110;" d="M1135 1165l249 -230q15 -14 15 -35t-15 -35l-249 -230q-14 -14 -24.5 -10t-10.5 25v150h-159l-600 -600h-291q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h209l600 600h241v150q0 21 10.5 25t24.5 -10zM522 819l-141 -141l-122 122h-209q-21 0 -35.5 14.5 t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h291zM1135 565l249 -230q15 -14 15 -35t-15 -35l-249 -230q-14 -14 -24.5 -10t-10.5 25v150h-241l-181 181l141 141l122 -122h159v150q0 21 10.5 25t24.5 -10z" />
<glyph unicode="&#xe111;" d="M100 1100h1000q41 0 70.5 -29.5t29.5 -70.5v-600q0 -41 -29.5 -70.5t-70.5 -29.5h-596l-304 -300v300h-100q-41 0 -70.5 29.5t-29.5 70.5v600q0 41 29.5 70.5t70.5 29.5z" />
<glyph unicode="&#xe112;" d="M150 1200h200q21 0 35.5 -14.5t14.5 -35.5v-250h-300v250q0 21 14.5 35.5t35.5 14.5zM850 1200h200q21 0 35.5 -14.5t14.5 -35.5v-250h-300v250q0 21 14.5 35.5t35.5 14.5zM1100 800v-300q0 -41 -3 -77.5t-15 -89.5t-32 -96t-58 -89t-89 -77t-129 -51t-174 -20t-174 20 t-129 51t-89 77t-58 89t-32 96t-15 89.5t-3 77.5v300h300v-250v-27v-42.5t1.5 -41t5 -38t10 -35t16.5 -30t25.5 -24.5t35 -19t46.5 -12t60 -4t60 4.5t46.5 12.5t35 19.5t25 25.5t17 30.5t10 35t5 38t2 40.5t-0.5 42v25v250h300z" />
<glyph unicode="&#xe113;" d="M1100 411l-198 -199l-353 353l-353 -353l-197 199l551 551z" />
<glyph unicode="&#xe114;" d="M1101 789l-550 -551l-551 551l198 199l353 -353l353 353z" />
<glyph unicode="&#xe115;" d="M404 1000h746q21 0 35.5 -14.5t14.5 -35.5v-551h150q21 0 25 -10.5t-10 -24.5l-230 -249q-14 -15 -35 -15t-35 15l-230 249q-14 14 -10 24.5t25 10.5h150v401h-381zM135 984l230 -249q14 -14 10 -24.5t-25 -10.5h-150v-400h385l215 -200h-750q-21 0 -35.5 14.5 t-14.5 35.5v550h-150q-21 0 -25 10.5t10 24.5l230 249q14 15 35 15t35 -15z" />
<glyph unicode="&#xe116;" d="M56 1200h94q17 0 31 -11t18 -27l38 -162h896q24 0 39 -18.5t10 -42.5l-100 -475q-5 -21 -27 -42.5t-55 -21.5h-633l48 -200h535q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-50v-50q0 -21 -14.5 -35.5t-35.5 -14.5t-35.5 14.5t-14.5 35.5v50h-300v-50 q0 -21 -14.5 -35.5t-35.5 -14.5t-35.5 14.5t-14.5 35.5v50h-31q-18 0 -32.5 10t-20.5 19l-5 10l-201 961h-54q-20 0 -35 14.5t-15 35.5t15 35.5t35 14.5z" />
<glyph unicode="&#xe117;" d="M1200 1000v-100h-1200v100h200q0 41 29.5 70.5t70.5 29.5h300q41 0 70.5 -29.5t29.5 -70.5h500zM0 800h1200v-800h-1200v800z" />
<glyph unicode="&#xe118;" d="M200 800l-200 -400v600h200q0 41 29.5 70.5t70.5 29.5h300q42 0 71 -29.5t29 -70.5h500v-200h-1000zM1500 700l-300 -700h-1200l300 700h1200z" />
<glyph unicode="&#xe119;" d="M635 1184l230 -249q14 -14 10 -24.5t-25 -10.5h-150v-601h150q21 0 25 -10.5t-10 -24.5l-230 -249q-14 -15 -35 -15t-35 15l-230 249q-14 14 -10 24.5t25 10.5h150v601h-150q-21 0 -25 10.5t10 24.5l230 249q14 15 35 15t35 -15z" />
<glyph unicode="&#xe120;" d="M936 864l249 -229q14 -15 14 -35.5t-14 -35.5l-249 -229q-15 -15 -25.5 -10.5t-10.5 24.5v151h-600v-151q0 -20 -10.5 -24.5t-25.5 10.5l-249 229q-14 15 -14 35.5t14 35.5l249 229q15 15 25.5 10.5t10.5 -25.5v-149h600v149q0 21 10.5 25.5t25.5 -10.5z" />
<glyph unicode="&#xe121;" d="M1169 400l-172 732q-5 23 -23 45.5t-38 22.5h-672q-20 0 -38 -20t-23 -41l-172 -739h1138zM1100 300h-1000q-41 0 -70.5 -29.5t-29.5 -70.5v-100q0 -41 29.5 -70.5t70.5 -29.5h1000q41 0 70.5 29.5t29.5 70.5v100q0 41 -29.5 70.5t-70.5 29.5zM800 100v100h100v-100h-100 zM1000 100v100h100v-100h-100z" />
<glyph unicode="&#xe122;" d="M1150 1100q21 0 35.5 -14.5t14.5 -35.5v-850q0 -21 -14.5 -35.5t-35.5 -14.5t-35.5 14.5t-14.5 35.5v850q0 21 14.5 35.5t35.5 14.5zM1000 200l-675 200h-38l47 -276q3 -16 -5.5 -20t-29.5 -4h-7h-84q-20 0 -34.5 14t-18.5 35q-55 337 -55 351v250v6q0 16 1 23.5t6.5 14 t17.5 6.5h200l675 250v-850zM0 750v-250q-4 0 -11 0.5t-24 6t-30 15t-24 30t-11 48.5v50q0 26 10.5 46t25 30t29 16t25.5 7z" />
<glyph unicode="&#xe123;" d="M553 1200h94q20 0 29 -10.5t3 -29.5l-18 -37q83 -19 144 -82.5t76 -140.5l63 -327l118 -173h17q19 0 33 -14.5t14 -35t-13 -40.5t-31 -27q-8 -4 -23 -9.5t-65 -19.5t-103 -25t-132.5 -20t-158.5 -9q-57 0 -115 5t-104 12t-88.5 15.5t-73.5 17.5t-54.5 16t-35.5 12l-11 4 q-18 8 -31 28t-13 40.5t14 35t33 14.5h17l118 173l63 327q15 77 76 140t144 83l-18 32q-6 19 3.5 32t28.5 13zM498 110q50 -6 102 -6q53 0 102 6q-12 -49 -39.5 -79.5t-62.5 -30.5t-63 30.5t-39 79.5z" />
<glyph unicode="&#xe124;" d="M800 946l224 78l-78 -224l234 -45l-180 -155l180 -155l-234 -45l78 -224l-224 78l-45 -234l-155 180l-155 -180l-45 234l-224 -78l78 224l-234 45l180 155l-180 155l234 45l-78 224l224 -78l45 234l155 -180l155 180z" />
<glyph unicode="&#xe125;" d="M650 1200h50q40 0 70 -40.5t30 -84.5v-150l-28 -125h328q40 0 70 -40.5t30 -84.5v-100q0 -45 -29 -74l-238 -344q-16 -24 -38 -40.5t-45 -16.5h-250q-7 0 -42 25t-66 50l-31 25h-61q-45 0 -72.5 18t-27.5 57v400q0 36 20 63l145 196l96 198q13 28 37.5 48t51.5 20z M650 1100l-100 -212l-150 -213v-375h100l136 -100h214l250 375v125h-450l50 225v175h-50zM50 800h100q21 0 35.5 -14.5t14.5 -35.5v-500q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v500q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe126;" d="M600 1100h250q23 0 45 -16.5t38 -40.5l238 -344q29 -29 29 -74v-100q0 -44 -30 -84.5t-70 -40.5h-328q28 -118 28 -125v-150q0 -44 -30 -84.5t-70 -40.5h-50q-27 0 -51.5 20t-37.5 48l-96 198l-145 196q-20 27 -20 63v400q0 39 27.5 57t72.5 18h61q124 100 139 100z M50 1000h100q21 0 35.5 -14.5t14.5 -35.5v-500q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v500q0 21 14.5 35.5t35.5 14.5zM636 1000l-136 -100h-100v-375l150 -213l100 -212h50v175l-50 225h450v125l-250 375h-214z" />
<glyph unicode="&#xe127;" d="M356 873l363 230q31 16 53 -6l110 -112q13 -13 13.5 -32t-11.5 -34l-84 -121h302q84 0 138 -38t54 -110t-55 -111t-139 -39h-106l-131 -339q-6 -21 -19.5 -41t-28.5 -20h-342q-7 0 -90 81t-83 94v525q0 17 14 35.5t28 28.5zM400 792v-503l100 -89h293l131 339 q6 21 19.5 41t28.5 20h203q21 0 30.5 25t0.5 50t-31 25h-456h-7h-6h-5.5t-6 0.5t-5 1.5t-5 2t-4 2.5t-4 4t-2.5 4.5q-12 25 5 47l146 183l-86 83zM50 800h100q21 0 35.5 -14.5t14.5 -35.5v-500q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v500 q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe128;" d="M475 1103l366 -230q2 -1 6 -3.5t14 -10.5t18 -16.5t14.5 -20t6.5 -22.5v-525q0 -13 -86 -94t-93 -81h-342q-15 0 -28.5 20t-19.5 41l-131 339h-106q-85 0 -139.5 39t-54.5 111t54 110t138 38h302l-85 121q-11 15 -10.5 34t13.5 32l110 112q22 22 53 6zM370 945l146 -183 q17 -22 5 -47q-2 -2 -3.5 -4.5t-4 -4t-4 -2.5t-5 -2t-5 -1.5t-6 -0.5h-6h-6.5h-6h-475v-100h221q15 0 29 -20t20 -41l130 -339h294l106 89v503l-342 236zM1050 800h100q21 0 35.5 -14.5t14.5 -35.5v-500q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5 v500q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe129;" d="M550 1294q72 0 111 -55t39 -139v-106l339 -131q21 -6 41 -19.5t20 -28.5v-342q0 -7 -81 -90t-94 -83h-525q-17 0 -35.5 14t-28.5 28l-9 14l-230 363q-16 31 6 53l112 110q13 13 32 13.5t34 -11.5l121 -84v302q0 84 38 138t110 54zM600 972v203q0 21 -25 30.5t-50 0.5 t-25 -31v-456v-7v-6v-5.5t-0.5 -6t-1.5 -5t-2 -5t-2.5 -4t-4 -4t-4.5 -2.5q-25 -12 -47 5l-183 146l-83 -86l236 -339h503l89 100v293l-339 131q-21 6 -41 19.5t-20 28.5zM450 200h500q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-500 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe130;" d="M350 1100h500q21 0 35.5 14.5t14.5 35.5v100q0 21 -14.5 35.5t-35.5 14.5h-500q-21 0 -35.5 -14.5t-14.5 -35.5v-100q0 -21 14.5 -35.5t35.5 -14.5zM600 306v-106q0 -84 -39 -139t-111 -55t-110 54t-38 138v302l-121 -84q-15 -12 -34 -11.5t-32 13.5l-112 110 q-22 22 -6 53l230 363q1 2 3.5 6t10.5 13.5t16.5 17t20 13.5t22.5 6h525q13 0 94 -83t81 -90v-342q0 -15 -20 -28.5t-41 -19.5zM308 900l-236 -339l83 -86l183 146q22 17 47 5q2 -1 4.5 -2.5t4 -4t2.5 -4t2 -5t1.5 -5t0.5 -6v-5.5v-6v-7v-456q0 -22 25 -31t50 0.5t25 30.5 v203q0 15 20 28.5t41 19.5l339 131v293l-89 100h-503z" />
<glyph unicode="&#xe131;" d="M600 1178q118 0 225 -45.5t184.5 -123t123 -184.5t45.5 -225t-45.5 -225t-123 -184.5t-184.5 -123t-225 -45.5t-225 45.5t-184.5 123t-123 184.5t-45.5 225t45.5 225t123 184.5t184.5 123t225 45.5zM914 632l-275 223q-16 13 -27.5 8t-11.5 -26v-137h-275 q-10 0 -17.5 -7.5t-7.5 -17.5v-150q0 -10 7.5 -17.5t17.5 -7.5h275v-137q0 -21 11.5 -26t27.5 8l275 223q16 13 16 32t-16 32z" />
<glyph unicode="&#xe132;" d="M600 1178q118 0 225 -45.5t184.5 -123t123 -184.5t45.5 -225t-45.5 -225t-123 -184.5t-184.5 -123t-225 -45.5t-225 45.5t-184.5 123t-123 184.5t-45.5 225t45.5 225t123 184.5t184.5 123t225 45.5zM561 855l-275 -223q-16 -13 -16 -32t16 -32l275 -223q16 -13 27.5 -8 t11.5 26v137h275q10 0 17.5 7.5t7.5 17.5v150q0 10 -7.5 17.5t-17.5 7.5h-275v137q0 21 -11.5 26t-27.5 -8z" />
<glyph unicode="&#xe133;" d="M600 1178q118 0 225 -45.5t184.5 -123t123 -184.5t45.5 -225t-45.5 -225t-123 -184.5t-184.5 -123t-225 -45.5t-225 45.5t-184.5 123t-123 184.5t-45.5 225t45.5 225t123 184.5t184.5 123t225 45.5zM855 639l-223 275q-13 16 -32 16t-32 -16l-223 -275q-13 -16 -8 -27.5 t26 -11.5h137v-275q0 -10 7.5 -17.5t17.5 -7.5h150q10 0 17.5 7.5t7.5 17.5v275h137q21 0 26 11.5t-8 27.5z" />
<glyph unicode="&#xe134;" d="M600 1178q118 0 225 -45.5t184.5 -123t123 -184.5t45.5 -225t-45.5 -225t-123 -184.5t-184.5 -123t-225 -45.5t-225 45.5t-184.5 123t-123 184.5t-45.5 225t45.5 225t123 184.5t184.5 123t225 45.5zM675 900h-150q-10 0 -17.5 -7.5t-7.5 -17.5v-275h-137q-21 0 -26 -11.5 t8 -27.5l223 -275q13 -16 32 -16t32 16l223 275q13 16 8 27.5t-26 11.5h-137v275q0 10 -7.5 17.5t-17.5 7.5z" />
<glyph unicode="&#xe135;" d="M600 1176q116 0 222.5 -46t184 -123.5t123.5 -184t46 -222.5t-46 -222.5t-123.5 -184t-184 -123.5t-222.5 -46t-222.5 46t-184 123.5t-123.5 184t-46 222.5t46 222.5t123.5 184t184 123.5t222.5 46zM627 1101q-15 -12 -36.5 -20.5t-35.5 -12t-43 -8t-39 -6.5 q-15 -3 -45.5 0t-45.5 -2q-20 -7 -51.5 -26.5t-34.5 -34.5q-3 -11 6.5 -22.5t8.5 -18.5q-3 -34 -27.5 -91t-29.5 -79q-9 -34 5 -93t8 -87q0 -9 17 -44.5t16 -59.5q12 0 23 -5t23.5 -15t19.5 -14q16 -8 33 -15t40.5 -15t34.5 -12q21 -9 52.5 -32t60 -38t57.5 -11 q7 -15 -3 -34t-22.5 -40t-9.5 -38q13 -21 23 -34.5t27.5 -27.5t36.5 -18q0 -7 -3.5 -16t-3.5 -14t5 -17q104 -2 221 112q30 29 46.5 47t34.5 49t21 63q-13 8 -37 8.5t-36 7.5q-15 7 -49.5 15t-51.5 19q-18 0 -41 -0.5t-43 -1.5t-42 -6.5t-38 -16.5q-51 -35 -66 -12 q-4 1 -3.5 25.5t0.5 25.5q-6 13 -26.5 17.5t-24.5 6.5q1 15 -0.5 30.5t-7 28t-18.5 11.5t-31 -21q-23 -25 -42 4q-19 28 -8 58q6 16 22 22q6 -1 26 -1.5t33.5 -4t19.5 -13.5q7 -12 18 -24t21.5 -20.5t20 -15t15.5 -10.5l5 -3q2 12 7.5 30.5t8 34.5t-0.5 32q-3 18 3.5 29 t18 22.5t15.5 24.5q6 14 10.5 35t8 31t15.5 22.5t34 22.5q-6 18 10 36q8 0 24 -1.5t24.5 -1.5t20 4.5t20.5 15.5q-10 23 -31 42.5t-37.5 29.5t-49 27t-43.5 23q0 1 2 8t3 11.5t1.5 10.5t-1 9.5t-4.5 4.5q31 -13 58.5 -14.5t38.5 2.5l12 5q5 28 -9.5 46t-36.5 24t-50 15 t-41 20q-18 -4 -37 0zM613 994q0 -17 8 -42t17 -45t9 -23q-8 1 -39.5 5.5t-52.5 10t-37 16.5q3 11 16 29.5t16 25.5q10 -10 19 -10t14 6t13.5 14.5t16.5 12.5z" />
<glyph unicode="&#xe136;" d="M756 1157q164 92 306 -9l-259 -138l145 -232l251 126q6 -89 -34 -156.5t-117 -110.5q-60 -34 -127 -39.5t-126 16.5l-596 -596q-15 -16 -36.5 -16t-36.5 16l-111 110q-15 15 -15 36.5t15 37.5l600 599q-34 101 5.5 201.5t135.5 154.5z" />
<glyph unicode="&#xe137;" horiz-adv-x="1220" d="M100 1196h1000q41 0 70.5 -29.5t29.5 -70.5v-100q0 -41 -29.5 -70.5t-70.5 -29.5h-1000q-41 0 -70.5 29.5t-29.5 70.5v100q0 41 29.5 70.5t70.5 29.5zM1100 1096h-200v-100h200v100zM100 796h1000q41 0 70.5 -29.5t29.5 -70.5v-100q0 -41 -29.5 -70.5t-70.5 -29.5h-1000 q-41 0 -70.5 29.5t-29.5 70.5v100q0 41 29.5 70.5t70.5 29.5zM1100 696h-500v-100h500v100zM100 396h1000q41 0 70.5 -29.5t29.5 -70.5v-100q0 -41 -29.5 -70.5t-70.5 -29.5h-1000q-41 0 -70.5 29.5t-29.5 70.5v100q0 41 29.5 70.5t70.5 29.5zM1100 296h-300v-100h300v100z " />
<glyph unicode="&#xe138;" d="M150 1200h900q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-900q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM700 500v-300l-200 -200v500l-350 500h900z" />
<glyph unicode="&#xe139;" d="M500 1200h200q41 0 70.5 -29.5t29.5 -70.5v-100h300q41 0 70.5 -29.5t29.5 -70.5v-400h-500v100h-200v-100h-500v400q0 41 29.5 70.5t70.5 29.5h300v100q0 41 29.5 70.5t70.5 29.5zM500 1100v-100h200v100h-200zM1200 400v-200q0 -41 -29.5 -70.5t-70.5 -29.5h-1000 q-41 0 -70.5 29.5t-29.5 70.5v200h1200z" />
<glyph unicode="&#xe140;" d="M50 1200h300q21 0 25 -10.5t-10 -24.5l-94 -94l199 -199q7 -8 7 -18t-7 -18l-106 -106q-8 -7 -18 -7t-18 7l-199 199l-94 -94q-14 -14 -24.5 -10t-10.5 25v300q0 21 14.5 35.5t35.5 14.5zM850 1200h300q21 0 35.5 -14.5t14.5 -35.5v-300q0 -21 -10.5 -25t-24.5 10l-94 94 l-199 -199q-8 -7 -18 -7t-18 7l-106 106q-7 8 -7 18t7 18l199 199l-94 94q-14 14 -10 24.5t25 10.5zM364 470l106 -106q7 -8 7 -18t-7 -18l-199 -199l94 -94q14 -14 10 -24.5t-25 -10.5h-300q-21 0 -35.5 14.5t-14.5 35.5v300q0 21 10.5 25t24.5 -10l94 -94l199 199 q8 7 18 7t18 -7zM1071 271l94 94q14 14 24.5 10t10.5 -25v-300q0 -21 -14.5 -35.5t-35.5 -14.5h-300q-21 0 -25 10.5t10 24.5l94 94l-199 199q-7 8 -7 18t7 18l106 106q8 7 18 7t18 -7z" />
<glyph unicode="&#xe141;" d="M596 1192q121 0 231.5 -47.5t190 -127t127 -190t47.5 -231.5t-47.5 -231.5t-127 -190.5t-190 -127t-231.5 -47t-231.5 47t-190.5 127t-127 190.5t-47 231.5t47 231.5t127 190t190.5 127t231.5 47.5zM596 1010q-112 0 -207.5 -55.5t-151 -151t-55.5 -207.5t55.5 -207.5 t151 -151t207.5 -55.5t207.5 55.5t151 151t55.5 207.5t-55.5 207.5t-151 151t-207.5 55.5zM454.5 905q22.5 0 38.5 -16t16 -38.5t-16 -39t-38.5 -16.5t-38.5 16.5t-16 39t16 38.5t38.5 16zM754.5 905q22.5 0 38.5 -16t16 -38.5t-16 -39t-38 -16.5q-14 0 -29 10l-55 -145 q17 -23 17 -51q0 -36 -25.5 -61.5t-61.5 -25.5t-61.5 25.5t-25.5 61.5q0 32 20.5 56.5t51.5 29.5l122 126l1 1q-9 14 -9 28q0 23 16 39t38.5 16zM345.5 709q22.5 0 38.5 -16t16 -38.5t-16 -38.5t-38.5 -16t-38.5 16t-16 38.5t16 38.5t38.5 16zM854.5 709q22.5 0 38.5 -16 t16 -38.5t-16 -38.5t-38.5 -16t-38.5 16t-16 38.5t16 38.5t38.5 16z" />
<glyph unicode="&#xe142;" d="M546 173l469 470q91 91 99 192q7 98 -52 175.5t-154 94.5q-22 4 -47 4q-34 0 -66.5 -10t-56.5 -23t-55.5 -38t-48 -41.5t-48.5 -47.5q-376 -375 -391 -390q-30 -27 -45 -41.5t-37.5 -41t-32 -46.5t-16 -47.5t-1.5 -56.5q9 -62 53.5 -95t99.5 -33q74 0 125 51l548 548 q36 36 20 75q-7 16 -21.5 26t-32.5 10q-26 0 -50 -23q-13 -12 -39 -38l-341 -338q-15 -15 -35.5 -15.5t-34.5 13.5t-14 34.5t14 34.5q327 333 361 367q35 35 67.5 51.5t78.5 16.5q14 0 29 -1q44 -8 74.5 -35.5t43.5 -68.5q14 -47 2 -96.5t-47 -84.5q-12 -11 -32 -32 t-79.5 -81t-114.5 -115t-124.5 -123.5t-123 -119.5t-96.5 -89t-57 -45q-56 -27 -120 -27q-70 0 -129 32t-93 89q-48 78 -35 173t81 163l511 511q71 72 111 96q91 55 198 55q80 0 152 -33q78 -36 129.5 -103t66.5 -154q17 -93 -11 -183.5t-94 -156.5l-482 -476 q-15 -15 -36 -16t-37 14t-17.5 34t14.5 35z" />
<glyph unicode="&#xe143;" d="M649 949q48 68 109.5 104t121.5 38.5t118.5 -20t102.5 -64t71 -100.5t27 -123q0 -57 -33.5 -117.5t-94 -124.5t-126.5 -127.5t-150 -152.5t-146 -174q-62 85 -145.5 174t-150 152.5t-126.5 127.5t-93.5 124.5t-33.5 117.5q0 64 28 123t73 100.5t104 64t119 20 t120.5 -38.5t104.5 -104zM896 972q-33 0 -64.5 -19t-56.5 -46t-47.5 -53.5t-43.5 -45.5t-37.5 -19t-36 19t-40 45.5t-43 53.5t-54 46t-65.5 19q-67 0 -122.5 -55.5t-55.5 -132.5q0 -23 13.5 -51t46 -65t57.5 -63t76 -75l22 -22q15 -14 44 -44t50.5 -51t46 -44t41 -35t23 -12 t23.5 12t42.5 36t46 44t52.5 52t44 43q4 4 12 13q43 41 63.5 62t52 55t46 55t26 46t11.5 44q0 79 -53 133.5t-120 54.5z" />
<glyph unicode="&#xe144;" d="M776.5 1214q93.5 0 159.5 -66l141 -141q66 -66 66 -160q0 -42 -28 -95.5t-62 -87.5l-29 -29q-31 53 -77 99l-18 18l95 95l-247 248l-389 -389l212 -212l-105 -106l-19 18l-141 141q-66 66 -66 159t66 159l283 283q65 66 158.5 66zM600 706l105 105q10 -8 19 -17l141 -141 q66 -66 66 -159t-66 -159l-283 -283q-66 -66 -159 -66t-159 66l-141 141q-66 66 -66 159.5t66 159.5l55 55q29 -55 75 -102l18 -17l-95 -95l247 -248l389 389z" />
<glyph unicode="&#xe145;" d="M603 1200q85 0 162 -15t127 -38t79 -48t29 -46v-953q0 -41 -29.5 -70.5t-70.5 -29.5h-600q-41 0 -70.5 29.5t-29.5 70.5v953q0 21 30 46.5t81 48t129 37.5t163 15zM300 1000v-700h600v700h-600zM600 254q-43 0 -73.5 -30.5t-30.5 -73.5t30.5 -73.5t73.5 -30.5t73.5 30.5 t30.5 73.5t-30.5 73.5t-73.5 30.5z" />
<glyph unicode="&#xe146;" d="M902 1185l283 -282q15 -15 15 -36t-14.5 -35.5t-35.5 -14.5t-35 15l-36 35l-279 -267v-300l-212 210l-308 -307l-280 -203l203 280l307 308l-210 212h300l267 279l-35 36q-15 14 -15 35t14.5 35.5t35.5 14.5t35 -15z" />
<glyph unicode="&#xe148;" d="M700 1248v-78q38 -5 72.5 -14.5t75.5 -31.5t71 -53.5t52 -84t24 -118.5h-159q-4 36 -10.5 59t-21 45t-40 35.5t-64.5 20.5v-307l64 -13q34 -7 64 -16.5t70 -32t67.5 -52.5t47.5 -80t20 -112q0 -139 -89 -224t-244 -97v-77h-100v79q-150 16 -237 103q-40 40 -52.5 93.5 t-15.5 139.5h139q5 -77 48.5 -126t117.5 -65v335l-27 8q-46 14 -79 26.5t-72 36t-63 52t-40 72.5t-16 98q0 70 25 126t67.5 92t94.5 57t110 27v77h100zM600 754v274q-29 -4 -50 -11t-42 -21.5t-31.5 -41.5t-10.5 -65q0 -29 7 -50.5t16.5 -34t28.5 -22.5t31.5 -14t37.5 -10 q9 -3 13 -4zM700 547v-310q22 2 42.5 6.5t45 15.5t41.5 27t29 42t12 59.5t-12.5 59.5t-38 44.5t-53 31t-66.5 24.5z" />
<glyph unicode="&#xe149;" d="M561 1197q84 0 160.5 -40t123.5 -109.5t47 -147.5h-153q0 40 -19.5 71.5t-49.5 48.5t-59.5 26t-55.5 9q-37 0 -79 -14.5t-62 -35.5q-41 -44 -41 -101q0 -26 13.5 -63t26.5 -61t37 -66q6 -9 9 -14h241v-100h-197q8 -50 -2.5 -115t-31.5 -95q-45 -62 -99 -112 q34 10 83 17.5t71 7.5q32 1 102 -16t104 -17q83 0 136 30l50 -147q-31 -19 -58 -30.5t-55 -15.5t-42 -4.5t-46 -0.5q-23 0 -76 17t-111 32.5t-96 11.5q-39 -3 -82 -16t-67 -25l-23 -11l-55 145q4 3 16 11t15.5 10.5t13 9t15.5 12t14.5 14t17.5 18.5q48 55 54 126.5 t-30 142.5h-221v100h166q-23 47 -44 104q-7 20 -12 41.5t-6 55.5t6 66.5t29.5 70.5t58.5 71q97 88 263 88z" />
<glyph unicode="&#xe150;" d="M400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM935 1184l230 -249q14 -14 10 -24.5t-25 -10.5h-150v-900h-200v900h-150q-21 0 -25 10.5t10 24.5l230 249q14 15 35 15t35 -15z" />
<glyph unicode="&#xe151;" d="M1000 700h-100v100h-100v-100h-100v500h300v-500zM400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM801 1100v-200h100v200h-100zM1000 350l-200 -250h200v-100h-300v150l200 250h-200v100h300v-150z " />
<glyph unicode="&#xe152;" d="M400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM1000 1050l-200 -250h200v-100h-300v150l200 250h-200v100h300v-150zM1000 0h-100v100h-100v-100h-100v500h300v-500zM801 400v-200h100v200h-100z " />
<glyph unicode="&#xe153;" d="M400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM1000 700h-100v400h-100v100h200v-500zM1100 0h-100v100h-200v400h300v-500zM901 400v-200h100v200h-100z" />
<glyph unicode="&#xe154;" d="M400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM1100 700h-100v100h-200v400h300v-500zM901 1100v-200h100v200h-100zM1000 0h-100v400h-100v100h200v-500z" />
<glyph unicode="&#xe155;" d="M400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM900 1000h-200v200h200v-200zM1000 700h-300v200h300v-200zM1100 400h-400v200h400v-200zM1200 100h-500v200h500v-200z" />
<glyph unicode="&#xe156;" d="M400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM1200 1000h-500v200h500v-200zM1100 700h-400v200h400v-200zM1000 400h-300v200h300v-200zM900 100h-200v200h200v-200z" />
<glyph unicode="&#xe157;" d="M350 1100h400q162 0 256 -93.5t94 -256.5v-400q0 -165 -93.5 -257.5t-256.5 -92.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400q0 165 92.5 257.5t257.5 92.5zM800 900h-500q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5 v500q0 41 -29.5 70.5t-70.5 29.5z" />
<glyph unicode="&#xe158;" d="M350 1100h400q165 0 257.5 -92.5t92.5 -257.5v-400q0 -165 -92.5 -257.5t-257.5 -92.5h-400q-163 0 -256.5 92.5t-93.5 257.5v400q0 163 94 256.5t256 93.5zM800 900h-500q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5 v500q0 41 -29.5 70.5t-70.5 29.5zM440 770l253 -190q17 -12 17 -30t-17 -30l-253 -190q-16 -12 -28 -6.5t-12 26.5v400q0 21 12 26.5t28 -6.5z" />
<glyph unicode="&#xe159;" d="M350 1100h400q163 0 256.5 -94t93.5 -256v-400q0 -165 -92.5 -257.5t-257.5 -92.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400q0 163 92.5 256.5t257.5 93.5zM800 900h-500q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5 v500q0 41 -29.5 70.5t-70.5 29.5zM350 700h400q21 0 26.5 -12t-6.5 -28l-190 -253q-12 -17 -30 -17t-30 17l-190 253q-12 16 -6.5 28t26.5 12z" />
<glyph unicode="&#xe160;" d="M350 1100h400q165 0 257.5 -92.5t92.5 -257.5v-400q0 -163 -92.5 -256.5t-257.5 -93.5h-400q-163 0 -256.5 94t-93.5 256v400q0 165 92.5 257.5t257.5 92.5zM800 900h-500q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5 v500q0 41 -29.5 70.5t-70.5 29.5zM580 693l190 -253q12 -16 6.5 -28t-26.5 -12h-400q-21 0 -26.5 12t6.5 28l190 253q12 17 30 17t30 -17z" />
<glyph unicode="&#xe161;" d="M550 1100h400q165 0 257.5 -92.5t92.5 -257.5v-400q0 -165 -92.5 -257.5t-257.5 -92.5h-400q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h450q41 0 70.5 29.5t29.5 70.5v500q0 41 -29.5 70.5t-70.5 29.5h-450q-21 0 -35.5 14.5t-14.5 35.5v100 q0 21 14.5 35.5t35.5 14.5zM338 867l324 -284q16 -14 16 -33t-16 -33l-324 -284q-16 -14 -27 -9t-11 26v150h-250q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5h250v150q0 21 11 26t27 -9z" />
<glyph unicode="&#xe162;" d="M793 1182l9 -9q8 -10 5 -27q-3 -11 -79 -225.5t-78 -221.5l300 1q24 0 32.5 -17.5t-5.5 -35.5q-1 0 -133.5 -155t-267 -312.5t-138.5 -162.5q-12 -15 -26 -15h-9l-9 8q-9 11 -4 32q2 9 42 123.5t79 224.5l39 110h-302q-23 0 -31 19q-10 21 6 41q75 86 209.5 237.5 t228 257t98.5 111.5q9 16 25 16h9z" />
<glyph unicode="&#xe163;" d="M350 1100h400q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-450q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h450q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400 q0 165 92.5 257.5t257.5 92.5zM938 867l324 -284q16 -14 16 -33t-16 -33l-324 -284q-16 -14 -27 -9t-11 26v150h-250q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5h250v150q0 21 11 26t27 -9z" />
<glyph unicode="&#xe164;" d="M750 1200h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -10.5 -25t-24.5 10l-109 109l-312 -312q-15 -15 -35.5 -15t-35.5 15l-141 141q-15 15 -15 35.5t15 35.5l312 312l-109 109q-14 14 -10 24.5t25 10.5zM456 900h-156q-41 0 -70.5 -29.5t-29.5 -70.5v-500 q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5v148l200 200v-298q0 -165 -93.5 -257.5t-256.5 -92.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400q0 165 92.5 257.5t257.5 92.5h300z" />
<glyph unicode="&#xe165;" d="M600 1186q119 0 227.5 -46.5t187 -125t125 -187t46.5 -227.5t-46.5 -227.5t-125 -187t-187 -125t-227.5 -46.5t-227.5 46.5t-187 125t-125 187t-46.5 227.5t46.5 227.5t125 187t187 125t227.5 46.5zM600 1022q-115 0 -212 -56.5t-153.5 -153.5t-56.5 -212t56.5 -212 t153.5 -153.5t212 -56.5t212 56.5t153.5 153.5t56.5 212t-56.5 212t-153.5 153.5t-212 56.5zM600 794q80 0 137 -57t57 -137t-57 -137t-137 -57t-137 57t-57 137t57 137t137 57z" />
<glyph unicode="&#xe166;" d="M450 1200h200q21 0 35.5 -14.5t14.5 -35.5v-350h245q20 0 25 -11t-9 -26l-383 -426q-14 -15 -33.5 -15t-32.5 15l-379 426q-13 15 -8.5 26t25.5 11h250v350q0 21 14.5 35.5t35.5 14.5zM50 300h1000q21 0 35.5 -14.5t14.5 -35.5v-250h-1100v250q0 21 14.5 35.5t35.5 14.5z M900 200v-50h100v50h-100z" />
<glyph unicode="&#xe167;" d="M583 1182l378 -435q14 -15 9 -31t-26 -16h-244v-250q0 -20 -17 -35t-39 -15h-200q-20 0 -32 14.5t-12 35.5v250h-250q-20 0 -25.5 16.5t8.5 31.5l383 431q14 16 33.5 17t33.5 -14zM50 300h1000q21 0 35.5 -14.5t14.5 -35.5v-250h-1100v250q0 21 14.5 35.5t35.5 14.5z M900 200v-50h100v50h-100z" />
<glyph unicode="&#xe168;" d="M396 723l369 369q7 7 17.5 7t17.5 -7l139 -139q7 -8 7 -18.5t-7 -17.5l-525 -525q-7 -8 -17.5 -8t-17.5 8l-292 291q-7 8 -7 18t7 18l139 139q8 7 18.5 7t17.5 -7zM50 300h1000q21 0 35.5 -14.5t14.5 -35.5v-250h-1100v250q0 21 14.5 35.5t35.5 14.5zM900 200v-50h100v50 h-100z" />
<glyph unicode="&#xe169;" d="M135 1023l142 142q14 14 35 14t35 -14l77 -77l-212 -212l-77 76q-14 15 -14 36t14 35zM655 855l210 210q14 14 24.5 10t10.5 -25l-2 -599q-1 -20 -15.5 -35t-35.5 -15l-597 -1q-21 0 -25 10.5t10 24.5l208 208l-154 155l212 212zM50 300h1000q21 0 35.5 -14.5t14.5 -35.5 v-250h-1100v250q0 21 14.5 35.5t35.5 14.5zM900 200v-50h100v50h-100z" />
<glyph unicode="&#xe170;" d="M350 1200l599 -2q20 -1 35 -15.5t15 -35.5l1 -597q0 -21 -10.5 -25t-24.5 10l-208 208l-155 -154l-212 212l155 154l-210 210q-14 14 -10 24.5t25 10.5zM524 512l-76 -77q-15 -14 -36 -14t-35 14l-142 142q-14 14 -14 35t14 35l77 77zM50 300h1000q21 0 35.5 -14.5 t14.5 -35.5v-250h-1100v250q0 21 14.5 35.5t35.5 14.5zM900 200v-50h100v50h-100z" />
<glyph unicode="&#xe171;" d="M1200 103l-483 276l-314 -399v423h-399l1196 796v-1096zM483 424v-230l683 953z" />
<glyph unicode="&#xe172;" d="M1100 1000v-850q0 -21 -14.5 -35.5t-35.5 -14.5h-150v400h-700v-400h-150q-21 0 -35.5 14.5t-14.5 35.5v1000q0 20 14.5 35t35.5 15h250v-300h500v300h100zM700 1000h-100v200h100v-200z" />
<glyph unicode="&#xe173;" d="M1100 1000l-2 -149l-299 -299l-95 95q-9 9 -21.5 9t-21.5 -9l-149 -147h-312v-400h-150q-21 0 -35.5 14.5t-14.5 35.5v1000q0 20 14.5 35t35.5 15h250v-300h500v300h100zM700 1000h-100v200h100v-200zM1132 638l106 -106q7 -7 7 -17.5t-7 -17.5l-420 -421q-8 -7 -18 -7 t-18 7l-202 203q-8 7 -8 17.5t8 17.5l106 106q7 8 17.5 8t17.5 -8l79 -79l297 297q7 7 17.5 7t17.5 -7z" />
<glyph unicode="&#xe174;" d="M1100 1000v-269l-103 -103l-134 134q-15 15 -33.5 16.5t-34.5 -12.5l-266 -266h-329v-400h-150q-21 0 -35.5 14.5t-14.5 35.5v1000q0 20 14.5 35t35.5 15h250v-300h500v300h100zM700 1000h-100v200h100v-200zM1202 572l70 -70q15 -15 15 -35.5t-15 -35.5l-131 -131 l131 -131q15 -15 15 -35.5t-15 -35.5l-70 -70q-15 -15 -35.5 -15t-35.5 15l-131 131l-131 -131q-15 -15 -35.5 -15t-35.5 15l-70 70q-15 15 -15 35.5t15 35.5l131 131l-131 131q-15 15 -15 35.5t15 35.5l70 70q15 15 35.5 15t35.5 -15l131 -131l131 131q15 15 35.5 15 t35.5 -15z" />
<glyph unicode="&#xe175;" d="M1100 1000v-300h-350q-21 0 -35.5 -14.5t-14.5 -35.5v-150h-500v-400h-150q-21 0 -35.5 14.5t-14.5 35.5v1000q0 20 14.5 35t35.5 15h250v-300h500v300h100zM700 1000h-100v200h100v-200zM850 600h100q21 0 35.5 -14.5t14.5 -35.5v-250h150q21 0 25 -10.5t-10 -24.5 l-230 -230q-14 -14 -35 -14t-35 14l-230 230q-14 14 -10 24.5t25 10.5h150v250q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe176;" d="M1100 1000v-400l-165 165q-14 15 -35 15t-35 -15l-263 -265h-402v-400h-150q-21 0 -35.5 14.5t-14.5 35.5v1000q0 20 14.5 35t35.5 15h250v-300h500v300h100zM700 1000h-100v200h100v-200zM935 565l230 -229q14 -15 10 -25.5t-25 -10.5h-150v-250q0 -20 -14.5 -35 t-35.5 -15h-100q-21 0 -35.5 15t-14.5 35v250h-150q-21 0 -25 10.5t10 25.5l230 229q14 15 35 15t35 -15z" />
<glyph unicode="&#xe177;" d="M50 1100h1100q21 0 35.5 -14.5t14.5 -35.5v-150h-1200v150q0 21 14.5 35.5t35.5 14.5zM1200 800v-550q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v550h1200zM100 500v-200h400v200h-400z" />
<glyph unicode="&#xe178;" d="M935 1165l248 -230q14 -14 14 -35t-14 -35l-248 -230q-14 -14 -24.5 -10t-10.5 25v150h-400v200h400v150q0 21 10.5 25t24.5 -10zM200 800h-50q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h50v-200zM400 800h-100v200h100v-200zM18 435l247 230 q14 14 24.5 10t10.5 -25v-150h400v-200h-400v-150q0 -21 -10.5 -25t-24.5 10l-247 230q-15 14 -15 35t15 35zM900 300h-100v200h100v-200zM1000 500h51q20 0 34.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-34.5 -14.5h-51v200z" />
<glyph unicode="&#xe179;" d="M862 1073l276 116q25 18 43.5 8t18.5 -41v-1106q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v397q-4 1 -11 5t-24 17.5t-30 29t-24 42t-11 56.5v359q0 31 18.5 65t43.5 52zM550 1200q22 0 34.5 -12.5t14.5 -24.5l1 -13v-450q0 -28 -10.5 -59.5 t-25 -56t-29 -45t-25.5 -31.5l-10 -11v-447q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v447q-4 4 -11 11.5t-24 30.5t-30 46t-24 55t-11 60v450q0 2 0.5 5.5t4 12t8.5 15t14.5 12t22.5 5.5q20 0 32.5 -12.5t14.5 -24.5l3 -13v-350h100v350v5.5t2.5 12 t7 15t15 12t25.5 5.5q23 0 35.5 -12.5t13.5 -24.5l1 -13v-350h100v350q0 2 0.5 5.5t3 12t7 15t15 12t24.5 5.5z" />
<glyph unicode="&#xe180;" d="M1200 1100v-56q-4 0 -11 -0.5t-24 -3t-30 -7.5t-24 -15t-11 -24v-888q0 -22 25 -34.5t50 -13.5l25 -2v-56h-400v56q75 0 87.5 6.5t12.5 43.5v394h-500v-394q0 -37 12.5 -43.5t87.5 -6.5v-56h-400v56q4 0 11 0.5t24 3t30 7.5t24 15t11 24v888q0 22 -25 34.5t-50 13.5 l-25 2v56h400v-56q-75 0 -87.5 -6.5t-12.5 -43.5v-394h500v394q0 37 -12.5 43.5t-87.5 6.5v56h400z" />
<glyph unicode="&#xe181;" d="M675 1000h375q21 0 35.5 -14.5t14.5 -35.5v-150h-105l-295 -98v98l-200 200h-400l100 100h375zM100 900h300q41 0 70.5 -29.5t29.5 -70.5v-500q0 -41 -29.5 -70.5t-70.5 -29.5h-300q-41 0 -70.5 29.5t-29.5 70.5v500q0 41 29.5 70.5t70.5 29.5zM100 800v-200h300v200 h-300zM1100 535l-400 -133v163l400 133v-163zM100 500v-200h300v200h-300zM1100 398v-248q0 -21 -14.5 -35.5t-35.5 -14.5h-375l-100 -100h-375l-100 100h400l200 200h105z" />
<glyph unicode="&#xe182;" d="M17 1007l162 162q17 17 40 14t37 -22l139 -194q14 -20 11 -44.5t-20 -41.5l-119 -118q102 -142 228 -268t267 -227l119 118q17 17 42.5 19t44.5 -12l192 -136q19 -14 22.5 -37.5t-13.5 -40.5l-163 -162q-3 -1 -9.5 -1t-29.5 2t-47.5 6t-62.5 14.5t-77.5 26.5t-90 42.5 t-101.5 60t-111 83t-119 108.5q-74 74 -133.5 150.5t-94.5 138.5t-60 119.5t-34.5 100t-15 74.5t-4.5 48z" />
<glyph unicode="&#xe183;" d="M600 1100q92 0 175 -10.5t141.5 -27t108.5 -36.5t81.5 -40t53.5 -37t31 -27l9 -10v-200q0 -21 -14.5 -33t-34.5 -9l-202 34q-20 3 -34.5 20t-14.5 38v146q-141 24 -300 24t-300 -24v-146q0 -21 -14.5 -38t-34.5 -20l-202 -34q-20 -3 -34.5 9t-14.5 33v200q3 4 9.5 10.5 t31 26t54 37.5t80.5 39.5t109 37.5t141 26.5t175 10.5zM600 795q56 0 97 -9.5t60 -23.5t30 -28t12 -24l1 -10v-50l365 -303q14 -15 24.5 -40t10.5 -45v-212q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v212q0 20 10.5 45t24.5 40l365 303v50 q0 4 1 10.5t12 23t30 29t60 22.5t97 10z" />
<glyph unicode="&#xe184;" d="M1100 700l-200 -200h-600l-200 200v500h200v-200h200v200h200v-200h200v200h200v-500zM250 400h700q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-12l137 -100h-950l137 100h-12q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM50 100h1100q21 0 35.5 -14.5 t14.5 -35.5v-50h-1200v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe185;" d="M700 1100h-100q-41 0 -70.5 -29.5t-29.5 -70.5v-1000h300v1000q0 41 -29.5 70.5t-70.5 29.5zM1100 800h-100q-41 0 -70.5 -29.5t-29.5 -70.5v-700h300v700q0 41 -29.5 70.5t-70.5 29.5zM400 0h-300v400q0 41 29.5 70.5t70.5 29.5h100q41 0 70.5 -29.5t29.5 -70.5v-400z " />
<glyph unicode="&#xe186;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM500 700h-200v-100h200v-300h-300v100h200v100h-200v300h300v-100zM900 700v-300l-100 -100h-200v500h200z M700 700v-300h100v300h-100z" />
<glyph unicode="&#xe187;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM500 300h-100v200h-100v-200h-100v500h100v-200h100v200h100v-500zM900 700v-300l-100 -100h-200v500h200z M700 700v-300h100v300h-100z" />
<glyph unicode="&#xe188;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM500 700h-200v-300h200v-100h-300v500h300v-100zM900 700h-200v-300h200v-100h-300v500h300v-100z" />
<glyph unicode="&#xe189;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM500 400l-300 150l300 150v-300zM900 550l-300 -150v300z" />
<glyph unicode="&#xe190;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM900 300h-700v500h700v-500zM800 700h-130q-38 0 -66.5 -43t-28.5 -108t27 -107t68 -42h130v300zM300 700v-300 h130q41 0 68 42t27 107t-28.5 108t-66.5 43h-130z" />
<glyph unicode="&#xe191;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM500 700h-200v-100h200v-300h-300v100h200v100h-200v300h300v-100zM900 300h-100v400h-100v100h200v-500z M700 300h-100v100h100v-100z" />
<glyph unicode="&#xe192;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM300 700h200v-400h-300v500h100v-100zM900 300h-100v400h-100v100h200v-500zM300 600v-200h100v200h-100z M700 300h-100v100h100v-100z" />
<glyph unicode="&#xe193;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM500 500l-199 -200h-100v50l199 200v150h-200v100h300v-300zM900 300h-100v400h-100v100h200v-500zM701 300h-100 v100h100v-100z" />
<glyph unicode="&#xe194;" d="M600 1191q120 0 229.5 -47t188.5 -126t126 -188.5t47 -229.5t-47 -229.5t-126 -188.5t-188.5 -126t-229.5 -47t-229.5 47t-188.5 126t-126 188.5t-47 229.5t47 229.5t126 188.5t188.5 126t229.5 47zM600 1021q-114 0 -211 -56.5t-153.5 -153.5t-56.5 -211t56.5 -211 t153.5 -153.5t211 -56.5t211 56.5t153.5 153.5t56.5 211t-56.5 211t-153.5 153.5t-211 56.5zM800 700h-300v-200h300v-100h-300l-100 100v200l100 100h300v-100z" />
<glyph unicode="&#xe195;" d="M600 1191q120 0 229.5 -47t188.5 -126t126 -188.5t47 -229.5t-47 -229.5t-126 -188.5t-188.5 -126t-229.5 -47t-229.5 47t-188.5 126t-126 188.5t-47 229.5t47 229.5t126 188.5t188.5 126t229.5 47zM600 1021q-114 0 -211 -56.5t-153.5 -153.5t-56.5 -211t56.5 -211 t153.5 -153.5t211 -56.5t211 56.5t153.5 153.5t56.5 211t-56.5 211t-153.5 153.5t-211 56.5zM800 700v-100l-50 -50l100 -100v-50h-100l-100 100h-150v-100h-100v400h300zM500 700v-100h200v100h-200z" />
<glyph unicode="&#xe197;" d="M503 1089q110 0 200.5 -59.5t134.5 -156.5q44 14 90 14q120 0 205 -86.5t85 -207t-85 -207t-205 -86.5h-128v250q0 21 -14.5 35.5t-35.5 14.5h-300q-21 0 -35.5 -14.5t-14.5 -35.5v-250h-222q-80 0 -136 57.5t-56 136.5q0 69 43 122.5t108 67.5q-2 19 -2 37q0 100 49 185 t134 134t185 49zM525 500h150q10 0 17.5 -7.5t7.5 -17.5v-275h137q21 0 26 -11.5t-8 -27.5l-223 -244q-13 -16 -32 -16t-32 16l-223 244q-13 16 -8 27.5t26 11.5h137v275q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe198;" d="M502 1089q110 0 201 -59.5t135 -156.5q43 15 89 15q121 0 206 -86.5t86 -206.5q0 -99 -60 -181t-150 -110l-378 360q-13 16 -31.5 16t-31.5 -16l-381 -365h-9q-79 0 -135.5 57.5t-56.5 136.5q0 69 43 122.5t108 67.5q-2 19 -2 38q0 100 49 184.5t133.5 134t184.5 49.5z M632 467l223 -228q13 -16 8 -27.5t-26 -11.5h-137v-275q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v275h-137q-21 0 -26 11.5t8 27.5q199 204 223 228q19 19 31.5 19t32.5 -19z" />
<glyph unicode="&#xe199;" d="M700 100v100h400l-270 300h170l-270 300h170l-300 333l-300 -333h170l-270 -300h170l-270 -300h400v-100h-50q-21 0 -35.5 -14.5t-14.5 -35.5v-50h400v50q0 21 -14.5 35.5t-35.5 14.5h-50z" />
<glyph unicode="&#xe200;" d="M600 1179q94 0 167.5 -56.5t99.5 -145.5q89 -6 150.5 -71.5t61.5 -155.5q0 -61 -29.5 -112.5t-79.5 -82.5q9 -29 9 -55q0 -74 -52.5 -126.5t-126.5 -52.5q-55 0 -100 30v-251q21 0 35.5 -14.5t14.5 -35.5v-50h-300v50q0 21 14.5 35.5t35.5 14.5v251q-45 -30 -100 -30 q-74 0 -126.5 52.5t-52.5 126.5q0 18 4 38q-47 21 -75.5 65t-28.5 97q0 74 52.5 126.5t126.5 52.5q5 0 23 -2q0 2 -1 10t-1 13q0 116 81.5 197.5t197.5 81.5z" />
<glyph unicode="&#xe201;" d="M1010 1010q111 -111 150.5 -260.5t0 -299t-150.5 -260.5q-83 -83 -191.5 -126.5t-218.5 -43.5t-218.5 43.5t-191.5 126.5q-111 111 -150.5 260.5t0 299t150.5 260.5q83 83 191.5 126.5t218.5 43.5t218.5 -43.5t191.5 -126.5zM476 1065q-4 0 -8 -1q-121 -34 -209.5 -122.5 t-122.5 -209.5q-4 -12 2.5 -23t18.5 -14l36 -9q3 -1 7 -1q23 0 29 22q27 96 98 166q70 71 166 98q11 3 17.5 13.5t3.5 22.5l-9 35q-3 13 -14 19q-7 4 -15 4zM512 920q-4 0 -9 -2q-80 -24 -138.5 -82.5t-82.5 -138.5q-4 -13 2 -24t19 -14l34 -9q4 -1 8 -1q22 0 28 21 q18 58 58.5 98.5t97.5 58.5q12 3 18 13.5t3 21.5l-9 35q-3 12 -14 19q-7 4 -15 4zM719.5 719.5q-49.5 49.5 -119.5 49.5t-119.5 -49.5t-49.5 -119.5t49.5 -119.5t119.5 -49.5t119.5 49.5t49.5 119.5t-49.5 119.5zM855 551q-22 0 -28 -21q-18 -58 -58.5 -98.5t-98.5 -57.5 q-11 -4 -17 -14.5t-3 -21.5l9 -35q3 -12 14 -19q7 -4 15 -4q4 0 9 2q80 24 138.5 82.5t82.5 138.5q4 13 -2.5 24t-18.5 14l-34 9q-4 1 -8 1zM1000 515q-23 0 -29 -22q-27 -96 -98 -166q-70 -71 -166 -98q-11 -3 -17.5 -13.5t-3.5 -22.5l9 -35q3 -13 14 -19q7 -4 15 -4 q4 0 8 1q121 34 209.5 122.5t122.5 209.5q4 12 -2.5 23t-18.5 14l-36 9q-3 1 -7 1z" />
<glyph unicode="&#xe202;" d="M700 800h300v-380h-180v200h-340v-200h-380v755q0 10 7.5 17.5t17.5 7.5h575v-400zM1000 900h-200v200zM700 300h162l-212 -212l-212 212h162v200h100v-200zM520 0h-395q-10 0 -17.5 7.5t-7.5 17.5v395zM1000 220v-195q0 -10 -7.5 -17.5t-17.5 -7.5h-195z" />
<glyph unicode="&#xe203;" d="M700 800h300v-520l-350 350l-550 -550v1095q0 10 7.5 17.5t17.5 7.5h575v-400zM1000 900h-200v200zM862 200h-162v-200h-100v200h-162l212 212zM480 0h-355q-10 0 -17.5 7.5t-7.5 17.5v55h380v-80zM1000 80v-55q0 -10 -7.5 -17.5t-17.5 -7.5h-155v80h180z" />
<glyph unicode="&#xe204;" d="M1162 800h-162v-200h100l100 -100h-300v300h-162l212 212zM200 800h200q27 0 40 -2t29.5 -10.5t23.5 -30t7 -57.5h300v-100h-600l-200 -350v450h100q0 36 7 57.5t23.5 30t29.5 10.5t40 2zM800 400h240l-240 -400h-800l300 500h500v-100z" />
<glyph unicode="&#xe205;" d="M650 1100h100q21 0 35.5 -14.5t14.5 -35.5v-50h50q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-300q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h50v50q0 21 14.5 35.5t35.5 14.5zM1000 850v150q41 0 70.5 -29.5t29.5 -70.5v-800 q0 -41 -29.5 -70.5t-70.5 -29.5h-600q-1 0 -20 4l246 246l-326 326v324q0 41 29.5 70.5t70.5 29.5v-150q0 -62 44 -106t106 -44h300q62 0 106 44t44 106zM412 250l-212 -212v162h-200v100h200v162z" />
<glyph unicode="&#xe206;" d="M450 1100h100q21 0 35.5 -14.5t14.5 -35.5v-50h50q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-300q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h50v50q0 21 14.5 35.5t35.5 14.5zM800 850v150q41 0 70.5 -29.5t29.5 -70.5v-500 h-200v-300h200q0 -36 -7 -57.5t-23.5 -30t-29.5 -10.5t-40 -2h-600q-41 0 -70.5 29.5t-29.5 70.5v800q0 41 29.5 70.5t70.5 29.5v-150q0 -62 44 -106t106 -44h300q62 0 106 44t44 106zM1212 250l-212 -212v162h-200v100h200v162z" />
<glyph unicode="&#xe209;" d="M658 1197l637 -1104q23 -38 7 -65.5t-60 -27.5h-1276q-44 0 -60 27.5t7 65.5l637 1104q22 39 54 39t54 -39zM704 800h-208q-20 0 -32 -14.5t-8 -34.5l58 -302q4 -20 21.5 -34.5t37.5 -14.5h54q20 0 37.5 14.5t21.5 34.5l58 302q4 20 -8 34.5t-32 14.5zM500 300v-100h200 v100h-200z" />
<glyph unicode="&#xe210;" d="M425 1100h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5zM425 800h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5 t17.5 7.5zM825 800h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5zM25 500h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150 q0 10 7.5 17.5t17.5 7.5zM425 500h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5zM825 500h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5 v150q0 10 7.5 17.5t17.5 7.5zM25 200h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5zM425 200h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5 t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5zM825 200h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe211;" d="M700 1200h100v-200h-100v-100h350q62 0 86.5 -39.5t-3.5 -94.5l-66 -132q-41 -83 -81 -134h-772q-40 51 -81 134l-66 132q-28 55 -3.5 94.5t86.5 39.5h350v100h-100v200h100v100h200v-100zM250 400h700q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-12l137 -100 h-950l138 100h-13q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM50 100h1100q21 0 35.5 -14.5t14.5 -35.5v-50h-1200v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe212;" d="M600 1300q40 0 68.5 -29.5t28.5 -70.5h-194q0 41 28.5 70.5t68.5 29.5zM443 1100h314q18 -37 18 -75q0 -8 -3 -25h328q41 0 44.5 -16.5t-30.5 -38.5l-175 -145h-678l-178 145q-34 22 -29 38.5t46 16.5h328q-3 17 -3 25q0 38 18 75zM250 700h700q21 0 35.5 -14.5 t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-150v-200l275 -200h-950l275 200v200h-150q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM50 100h1100q21 0 35.5 -14.5t14.5 -35.5v-50h-1200v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe213;" d="M600 1181q75 0 128 -53t53 -128t-53 -128t-128 -53t-128 53t-53 128t53 128t128 53zM602 798h46q34 0 55.5 -28.5t21.5 -86.5q0 -76 39 -183h-324q39 107 39 183q0 58 21.5 86.5t56.5 28.5h45zM250 400h700q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-13 l138 -100h-950l137 100h-12q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM50 100h1100q21 0 35.5 -14.5t14.5 -35.5v-50h-1200v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe214;" d="M600 1300q47 0 92.5 -53.5t71 -123t25.5 -123.5q0 -78 -55.5 -133.5t-133.5 -55.5t-133.5 55.5t-55.5 133.5q0 62 34 143l144 -143l111 111l-163 163q34 26 63 26zM602 798h46q34 0 55.5 -28.5t21.5 -86.5q0 -76 39 -183h-324q39 107 39 183q0 58 21.5 86.5t56.5 28.5h45 zM250 400h700q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-13l138 -100h-950l137 100h-12q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM50 100h1100q21 0 35.5 -14.5t14.5 -35.5v-50h-1200v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe215;" d="M600 1200l300 -161v-139h-300q0 -57 18.5 -108t50 -91.5t63 -72t70 -67.5t57.5 -61h-530q-60 83 -90.5 177.5t-30.5 178.5t33 164.5t87.5 139.5t126 96.5t145.5 41.5v-98zM250 400h700q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-13l138 -100h-950l137 100 h-12q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM50 100h1100q21 0 35.5 -14.5t14.5 -35.5v-50h-1200v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe216;" d="M600 1300q41 0 70.5 -29.5t29.5 -70.5v-78q46 -26 73 -72t27 -100v-50h-400v50q0 54 27 100t73 72v78q0 41 29.5 70.5t70.5 29.5zM400 800h400q54 0 100 -27t72 -73h-172v-100h200v-100h-200v-100h200v-100h-200v-100h200q0 -83 -58.5 -141.5t-141.5 -58.5h-400 q-83 0 -141.5 58.5t-58.5 141.5v400q0 83 58.5 141.5t141.5 58.5z" />
<glyph unicode="&#xe218;" d="M150 1100h900q21 0 35.5 -14.5t14.5 -35.5v-500q0 -21 -14.5 -35.5t-35.5 -14.5h-900q-21 0 -35.5 14.5t-14.5 35.5v500q0 21 14.5 35.5t35.5 14.5zM125 400h950q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-283l224 -224q13 -13 13 -31.5t-13 -32 t-31.5 -13.5t-31.5 13l-88 88h-524l-87 -88q-13 -13 -32 -13t-32 13.5t-13 32t13 31.5l224 224h-289q-10 0 -17.5 7.5t-7.5 17.5v50q0 10 7.5 17.5t17.5 7.5zM541 300l-100 -100h324l-100 100h-124z" />
<glyph unicode="&#xe219;" d="M200 1100h800q83 0 141.5 -58.5t58.5 -141.5v-200h-100q0 41 -29.5 70.5t-70.5 29.5h-250q-41 0 -70.5 -29.5t-29.5 -70.5h-100q0 41 -29.5 70.5t-70.5 29.5h-250q-41 0 -70.5 -29.5t-29.5 -70.5h-100v200q0 83 58.5 141.5t141.5 58.5zM100 600h1000q41 0 70.5 -29.5 t29.5 -70.5v-300h-1200v300q0 41 29.5 70.5t70.5 29.5zM300 100v-50q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v50h200zM1100 100v-50q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v50h200z" />
<glyph unicode="&#xe221;" d="M480 1165l682 -683q31 -31 31 -75.5t-31 -75.5l-131 -131h-481l-517 518q-32 31 -32 75.5t32 75.5l295 296q31 31 75.5 31t76.5 -31zM108 794l342 -342l303 304l-341 341zM250 100h800q21 0 35.5 -14.5t14.5 -35.5v-50h-900v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe223;" d="M1057 647l-189 506q-8 19 -27.5 33t-40.5 14h-400q-21 0 -40.5 -14t-27.5 -33l-189 -506q-8 -19 1.5 -33t30.5 -14h625v-150q0 -21 14.5 -35.5t35.5 -14.5t35.5 14.5t14.5 35.5v150h125q21 0 30.5 14t1.5 33zM897 0h-595v50q0 21 14.5 35.5t35.5 14.5h50v50 q0 21 14.5 35.5t35.5 14.5h48v300h200v-300h47q21 0 35.5 -14.5t14.5 -35.5v-50h50q21 0 35.5 -14.5t14.5 -35.5v-50z" />
<glyph unicode="&#xe224;" d="M900 800h300v-575q0 -10 -7.5 -17.5t-17.5 -7.5h-375v591l-300 300v84q0 10 7.5 17.5t17.5 7.5h375v-400zM1200 900h-200v200zM400 600h300v-575q0 -10 -7.5 -17.5t-17.5 -7.5h-650q-10 0 -17.5 7.5t-7.5 17.5v950q0 10 7.5 17.5t17.5 7.5h375v-400zM700 700h-200v200z " />
<glyph unicode="&#xe225;" d="M484 1095h195q75 0 146 -32.5t124 -86t89.5 -122.5t48.5 -142q18 -14 35 -20q31 -10 64.5 6.5t43.5 48.5q10 34 -15 71q-19 27 -9 43q5 8 12.5 11t19 -1t23.5 -16q41 -44 39 -105q-3 -63 -46 -106.5t-104 -43.5h-62q-7 -55 -35 -117t-56 -100l-39 -234q-3 -20 -20 -34.5 t-38 -14.5h-100q-21 0 -33 14.5t-9 34.5l12 70q-49 -14 -91 -14h-195q-24 0 -65 8l-11 -64q-3 -20 -20 -34.5t-38 -14.5h-100q-21 0 -33 14.5t-9 34.5l26 157q-84 74 -128 175l-159 53q-19 7 -33 26t-14 40v50q0 21 14.5 35.5t35.5 14.5h124q11 87 56 166l-111 95 q-16 14 -12.5 23.5t24.5 9.5h203q116 101 250 101zM675 1000h-250q-10 0 -17.5 -7.5t-7.5 -17.5v-50q0 -10 7.5 -17.5t17.5 -7.5h250q10 0 17.5 7.5t7.5 17.5v50q0 10 -7.5 17.5t-17.5 7.5z" />
<glyph unicode="&#xe226;" d="M641 900l423 247q19 8 42 2.5t37 -21.5l32 -38q14 -15 12.5 -36t-17.5 -34l-139 -120h-390zM50 1100h106q67 0 103 -17t66 -71l102 -212h823q21 0 35.5 -14.5t14.5 -35.5v-50q0 -21 -14 -40t-33 -26l-737 -132q-23 -4 -40 6t-26 25q-42 67 -100 67h-300q-62 0 -106 44 t-44 106v200q0 62 44 106t106 44zM173 928h-80q-19 0 -28 -14t-9 -35v-56q0 -51 42 -51h134q16 0 21.5 8t5.5 24q0 11 -16 45t-27 51q-18 28 -43 28zM550 727q-32 0 -54.5 -22.5t-22.5 -54.5t22.5 -54.5t54.5 -22.5t54.5 22.5t22.5 54.5t-22.5 54.5t-54.5 22.5zM130 389 l152 130q18 19 34 24t31 -3.5t24.5 -17.5t25.5 -28q28 -35 50.5 -51t48.5 -13l63 5l48 -179q13 -61 -3.5 -97.5t-67.5 -79.5l-80 -69q-47 -40 -109 -35.5t-103 51.5l-130 151q-40 47 -35.5 109.5t51.5 102.5zM380 377l-102 -88q-31 -27 2 -65l37 -43q13 -15 27.5 -19.5 t31.5 6.5l61 53q19 16 14 49q-2 20 -12 56t-17 45q-11 12 -19 14t-23 -8z" />
<glyph unicode="&#xe227;" d="M625 1200h150q10 0 17.5 -7.5t7.5 -17.5v-109q79 -33 131 -87.5t53 -128.5q1 -46 -15 -84.5t-39 -61t-46 -38t-39 -21.5l-17 -6q6 0 15 -1.5t35 -9t50 -17.5t53 -30t50 -45t35.5 -64t14.5 -84q0 -59 -11.5 -105.5t-28.5 -76.5t-44 -51t-49.5 -31.5t-54.5 -16t-49.5 -6.5 t-43.5 -1v-75q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v75h-100v-75q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v75h-175q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5h75v600h-75q-10 0 -17.5 7.5t-7.5 17.5v150 q0 10 7.5 17.5t17.5 7.5h175v75q0 10 7.5 17.5t17.5 7.5h150q10 0 17.5 -7.5t7.5 -17.5v-75h100v75q0 10 7.5 17.5t17.5 7.5zM400 900v-200h263q28 0 48.5 10.5t30 25t15 29t5.5 25.5l1 10q0 4 -0.5 11t-6 24t-15 30t-30 24t-48.5 11h-263zM400 500v-200h363q28 0 48.5 10.5 t30 25t15 29t5.5 25.5l1 10q0 4 -0.5 11t-6 24t-15 30t-30 24t-48.5 11h-363z" />
<glyph unicode="&#xe230;" d="M212 1198h780q86 0 147 -61t61 -147v-416q0 -51 -18 -142.5t-36 -157.5l-18 -66q-29 -87 -93.5 -146.5t-146.5 -59.5h-572q-82 0 -147 59t-93 147q-8 28 -20 73t-32 143.5t-20 149.5v416q0 86 61 147t147 61zM600 1045q-70 0 -132.5 -11.5t-105.5 -30.5t-78.5 -41.5 t-57 -45t-36 -41t-20.5 -30.5l-6 -12l156 -243h560l156 243q-2 5 -6 12.5t-20 29.5t-36.5 42t-57 44.5t-79 42t-105 29.5t-132.5 12zM762 703h-157l195 261z" />
<glyph unicode="&#xe231;" d="M475 1300h150q103 0 189 -86t86 -189v-500q0 -41 -42 -83t-83 -42h-450q-41 0 -83 42t-42 83v500q0 103 86 189t189 86zM700 300v-225q0 -21 -27 -48t-48 -27h-150q-21 0 -48 27t-27 48v225h300z" />
<glyph unicode="&#xe232;" d="M475 1300h96q0 -150 89.5 -239.5t239.5 -89.5v-446q0 -41 -42 -83t-83 -42h-450q-41 0 -83 42t-42 83v500q0 103 86 189t189 86zM700 300v-225q0 -21 -27 -48t-48 -27h-150q-21 0 -48 27t-27 48v225h300z" />
<glyph unicode="&#xe233;" d="M1294 767l-638 -283l-378 170l-78 -60v-224l100 -150v-199l-150 148l-150 -149v200l100 150v250q0 4 -0.5 10.5t0 9.5t1 8t3 8t6.5 6l47 40l-147 65l642 283zM1000 380l-350 -166l-350 166v147l350 -165l350 165v-147z" />
<glyph unicode="&#xe234;" d="M250 800q62 0 106 -44t44 -106t-44 -106t-106 -44t-106 44t-44 106t44 106t106 44zM650 800q62 0 106 -44t44 -106t-44 -106t-106 -44t-106 44t-44 106t44 106t106 44zM1050 800q62 0 106 -44t44 -106t-44 -106t-106 -44t-106 44t-44 106t44 106t106 44z" />
<glyph unicode="&#xe235;" d="M550 1100q62 0 106 -44t44 -106t-44 -106t-106 -44t-106 44t-44 106t44 106t106 44zM550 700q62 0 106 -44t44 -106t-44 -106t-106 -44t-106 44t-44 106t44 106t106 44zM550 300q62 0 106 -44t44 -106t-44 -106t-106 -44t-106 44t-44 106t44 106t106 44z" />
<glyph unicode="&#xe236;" d="M125 1100h950q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-950q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5zM125 700h950q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-950q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5 t17.5 7.5zM125 300h950q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-950q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe237;" d="M350 1200h500q162 0 256 -93.5t94 -256.5v-500q0 -165 -93.5 -257.5t-256.5 -92.5h-500q-165 0 -257.5 92.5t-92.5 257.5v500q0 165 92.5 257.5t257.5 92.5zM900 1000h-600q-41 0 -70.5 -29.5t-29.5 -70.5v-600q0 -41 29.5 -70.5t70.5 -29.5h600q41 0 70.5 29.5 t29.5 70.5v600q0 41 -29.5 70.5t-70.5 29.5zM350 900h500q21 0 35.5 -14.5t14.5 -35.5v-300q0 -21 -14.5 -35.5t-35.5 -14.5h-500q-21 0 -35.5 14.5t-14.5 35.5v300q0 21 14.5 35.5t35.5 14.5zM400 800v-200h400v200h-400z" />
<glyph unicode="&#xe238;" d="M150 1100h1000q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-50v-200h50q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-50v-200h50q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-50v-200h50q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5 t-35.5 -14.5h-1000q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5h50v200h-50q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5h50v200h-50q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5h50v200h-50q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe239;" d="M650 1187q87 -67 118.5 -156t0 -178t-118.5 -155q-87 66 -118.5 155t0 178t118.5 156zM300 800q124 0 212 -88t88 -212q-124 0 -212 88t-88 212zM1000 800q0 -124 -88 -212t-212 -88q0 124 88 212t212 88zM300 500q124 0 212 -88t88 -212q-124 0 -212 88t-88 212z M1000 500q0 -124 -88 -212t-212 -88q0 124 88 212t212 88zM700 199v-144q0 -21 -14.5 -35.5t-35.5 -14.5t-35.5 14.5t-14.5 35.5v142q40 -4 43 -4q17 0 57 6z" />
<glyph unicode="&#xe240;" d="M745 878l69 19q25 6 45 -12l298 -295q11 -11 15 -26.5t-2 -30.5q-5 -14 -18 -23.5t-28 -9.5h-8q1 0 1 -13q0 -29 -2 -56t-8.5 -62t-20 -63t-33 -53t-51 -39t-72.5 -14h-146q-184 0 -184 288q0 24 10 47q-20 4 -62 4t-63 -4q11 -24 11 -47q0 -288 -184 -288h-142 q-48 0 -84.5 21t-56 51t-32 71.5t-16 75t-3.5 68.5q0 13 2 13h-7q-15 0 -27.5 9.5t-18.5 23.5q-6 15 -2 30.5t15 25.5l298 296q20 18 46 11l76 -19q20 -5 30.5 -22.5t5.5 -37.5t-22.5 -31t-37.5 -5l-51 12l-182 -193h891l-182 193l-44 -12q-20 -5 -37.5 6t-22.5 31t6 37.5 t31 22.5z" />
<glyph unicode="&#xe241;" d="M1200 900h-50q0 21 -4 37t-9.5 26.5t-18 17.5t-22 11t-28.5 5.5t-31 2t-37 0.5h-200v-850q0 -22 25 -34.5t50 -13.5l25 -2v-100h-400v100q4 0 11 0.5t24 3t30 7t24 15t11 24.5v850h-200q-25 0 -37 -0.5t-31 -2t-28.5 -5.5t-22 -11t-18 -17.5t-9.5 -26.5t-4 -37h-50v300 h1000v-300zM500 450h-25q0 15 -4 24.5t-9 14.5t-17 7.5t-20 3t-25 0.5h-100v-425q0 -11 12.5 -17.5t25.5 -7.5h12v-50h-200v50q50 0 50 25v425h-100q-17 0 -25 -0.5t-20 -3t-17 -7.5t-9 -14.5t-4 -24.5h-25v150h500v-150z" />
<glyph unicode="&#xe242;" d="M1000 300v50q-25 0 -55 32q-14 14 -25 31t-16 27l-4 11l-289 747h-69l-300 -754q-18 -35 -39 -56q-9 -9 -24.5 -18.5t-26.5 -14.5l-11 -5v-50h273v50q-49 0 -78.5 21.5t-11.5 67.5l69 176h293l61 -166q13 -34 -3.5 -66.5t-55.5 -32.5v-50h312zM412 691l134 342l121 -342 h-255zM1100 150v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1000q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h1000q21 0 35.5 -14.5t14.5 -35.5z" />
<glyph unicode="&#xe243;" d="M50 1200h1100q21 0 35.5 -14.5t14.5 -35.5v-1100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v1100q0 21 14.5 35.5t35.5 14.5zM611 1118h-70q-13 0 -18 -12l-299 -753q-17 -32 -35 -51q-18 -18 -56 -34q-12 -5 -12 -18v-50q0 -8 5.5 -14t14.5 -6 h273q8 0 14 6t6 14v50q0 8 -6 14t-14 6q-55 0 -71 23q-10 14 0 39l63 163h266l57 -153q11 -31 -6 -55q-12 -17 -36 -17q-8 0 -14 -6t-6 -14v-50q0 -8 6 -14t14 -6h313q8 0 14 6t6 14v50q0 7 -5.5 13t-13.5 7q-17 0 -42 25q-25 27 -40 63h-1l-288 748q-5 12 -19 12zM639 611 h-197l103 264z" />
<glyph unicode="&#xe244;" d="M1200 1100h-1200v100h1200v-100zM50 1000h400q21 0 35.5 -14.5t14.5 -35.5v-900q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v900q0 21 14.5 35.5t35.5 14.5zM650 1000h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400 q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM700 900v-300h300v300h-300z" />
<glyph unicode="&#xe245;" d="M50 1200h400q21 0 35.5 -14.5t14.5 -35.5v-900q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v900q0 21 14.5 35.5t35.5 14.5zM650 700h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v400 q0 21 14.5 35.5t35.5 14.5zM700 600v-300h300v300h-300zM1200 0h-1200v100h1200v-100z" />
<glyph unicode="&#xe246;" d="M50 1000h400q21 0 35.5 -14.5t14.5 -35.5v-350h100v150q0 21 14.5 35.5t35.5 14.5h400q21 0 35.5 -14.5t14.5 -35.5v-150h100v-100h-100v-150q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v150h-100v-350q0 -21 -14.5 -35.5t-35.5 -14.5h-400 q-21 0 -35.5 14.5t-14.5 35.5v800q0 21 14.5 35.5t35.5 14.5zM700 700v-300h300v300h-300z" />
<glyph unicode="&#xe247;" d="M100 0h-100v1200h100v-1200zM250 1100h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM300 1000v-300h300v300h-300zM250 500h900q21 0 35.5 -14.5t14.5 -35.5v-400 q0 -21 -14.5 -35.5t-35.5 -14.5h-900q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe248;" d="M600 1100h150q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-150v-100h450q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-900q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5h350v100h-150q-21 0 -35.5 14.5 t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5h150v100h100v-100zM400 1000v-300h300v300h-300z" />
<glyph unicode="&#xe249;" d="M1200 0h-100v1200h100v-1200zM550 1100h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM600 1000v-300h300v300h-300zM50 500h900q21 0 35.5 -14.5t14.5 -35.5v-400 q0 -21 -14.5 -35.5t-35.5 -14.5h-900q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe250;" d="M865 565l-494 -494q-23 -23 -41 -23q-14 0 -22 13.5t-8 38.5v1000q0 25 8 38.5t22 13.5q18 0 41 -23l494 -494q14 -14 14 -35t-14 -35z" />
<glyph unicode="&#xe251;" d="M335 635l494 494q29 29 50 20.5t21 -49.5v-1000q0 -41 -21 -49.5t-50 20.5l-494 494q-14 14 -14 35t14 35z" />
<glyph unicode="&#xe252;" d="M100 900h1000q41 0 49.5 -21t-20.5 -50l-494 -494q-14 -14 -35 -14t-35 14l-494 494q-29 29 -20.5 50t49.5 21z" />
<glyph unicode="&#xe253;" d="M635 865l494 -494q29 -29 20.5 -50t-49.5 -21h-1000q-41 0 -49.5 21t20.5 50l494 494q14 14 35 14t35 -14z" />
<glyph unicode="&#xe254;" d="M700 741v-182l-692 -323v221l413 193l-413 193v221zM1200 0h-800v200h800v-200z" />
<glyph unicode="&#xe255;" d="M1200 900h-200v-100h200v-100h-300v300h200v100h-200v100h300v-300zM0 700h50q0 21 4 37t9.5 26.5t18 17.5t22 11t28.5 5.5t31 2t37 0.5h100v-550q0 -22 -25 -34.5t-50 -13.5l-25 -2v-100h400v100q-4 0 -11 0.5t-24 3t-30 7t-24 15t-11 24.5v550h100q25 0 37 -0.5t31 -2 t28.5 -5.5t22 -11t18 -17.5t9.5 -26.5t4 -37h50v300h-800v-300z" />
<glyph unicode="&#xe256;" d="M800 700h-50q0 21 -4 37t-9.5 26.5t-18 17.5t-22 11t-28.5 5.5t-31 2t-37 0.5h-100v-550q0 -22 25 -34.5t50 -14.5l25 -1v-100h-400v100q4 0 11 0.5t24 3t30 7t24 15t11 24.5v550h-100q-25 0 -37 -0.5t-31 -2t-28.5 -5.5t-22 -11t-18 -17.5t-9.5 -26.5t-4 -37h-50v300 h800v-300zM1100 200h-200v-100h200v-100h-300v300h200v100h-200v100h300v-300z" />
<glyph unicode="&#xe257;" d="M701 1098h160q16 0 21 -11t-7 -23l-464 -464l464 -464q12 -12 7 -23t-21 -11h-160q-13 0 -23 9l-471 471q-7 8 -7 18t7 18l471 471q10 9 23 9z" />
<glyph unicode="&#xe258;" d="M339 1098h160q13 0 23 -9l471 -471q7 -8 7 -18t-7 -18l-471 -471q-10 -9 -23 -9h-160q-16 0 -21 11t7 23l464 464l-464 464q-12 12 -7 23t21 11z" />
<glyph unicode="&#xe259;" d="M1087 882q11 -5 11 -21v-160q0 -13 -9 -23l-471 -471q-8 -7 -18 -7t-18 7l-471 471q-9 10 -9 23v160q0 16 11 21t23 -7l464 -464l464 464q12 12 23 7z" />
<glyph unicode="&#xe260;" d="M618 993l471 -471q9 -10 9 -23v-160q0 -16 -11 -21t-23 7l-464 464l-464 -464q-12 -12 -23 -7t-11 21v160q0 13 9 23l471 471q8 7 18 7t18 -7z" />
<glyph unicode="&#xf8ff;" d="M1000 1200q0 -124 -88 -212t-212 -88q0 124 88 212t212 88zM450 1000h100q21 0 40 -14t26 -33l79 -194q5 1 16 3q34 6 54 9.5t60 7t65.5 1t61 -10t56.5 -23t42.5 -42t29 -64t5 -92t-19.5 -121.5q-1 -7 -3 -19.5t-11 -50t-20.5 -73t-32.5 -81.5t-46.5 -83t-64 -70 t-82.5 -50q-13 -5 -42 -5t-65.5 2.5t-47.5 2.5q-14 0 -49.5 -3.5t-63 -3.5t-43.5 7q-57 25 -104.5 78.5t-75 111.5t-46.5 112t-26 90l-7 35q-15 63 -18 115t4.5 88.5t26 64t39.5 43.5t52 25.5t58.5 13t62.5 2t59.5 -4.5t55.5 -8l-147 192q-12 18 -5.5 30t27.5 12z" />
<glyph unicode="&#x1f511;" d="M250 1200h600q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-150v-500l-255 -178q-19 -9 -32 -1t-13 29v650h-150q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM400 1100v-100h300v100h-300z" />
<glyph unicode="&#x1f6aa;" d="M250 1200h750q39 0 69.5 -40.5t30.5 -84.5v-933l-700 -117v950l600 125h-700v-1000h-100v1025q0 23 15.5 49t34.5 26zM500 525v-100l100 20v100z" />
</font>
</defs></svg> ) format('svg')}.glyphicon{position:relative;top:1px;display:inline-block;font-family:'Glyphicons Halflings';font-style:normal;font-weight:400;line-height:1;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale}.glyphicon-asterisk:before{content:"\2a"}.glyphicon-plus:before{content:"\2b"}.glyphicon-eur:before,.glyphicon-euro:before{content:"\20ac"}.glyphicon-minus:before{content:"\2212"}.glyphicon-cloud:before{content:"\2601"}.glyphicon-envelope:before{content:"\2709"}.glyphicon-pencil:before{content:"\270f"}.glyphicon-glass:before{content:"\e001"}.glyphicon-music:before{content:"\e002"}.glyphicon-search:before{content:"\e003"}.glyphicon-heart:before{content:"\e005"}.glyphicon-star:before{content:"\e006"}.glyphicon-star-empty:before{content:"\e007"}.glyphicon-user:before{content:"\e008"}.glyphicon-film:before{content:"\e009"}.glyphicon-th-large:before{content:"\e010"}.glyphicon-th:before{content:"\e011"}.glyphicon-th-list:before{content:"\e012"}.glyphicon-ok:before{content:"\e013"}.glyphicon-remove:before{content:"\e014"}.glyphicon-zoom-in:before{content:"\e015"}.glyphicon-zoom-out:before{content:"\e016"}.glyphicon-off:before{content:"\e017"}.glyphicon-signal:before{content:"\e018"}.glyphicon-cog:before{content:"\e019"}.glyphicon-trash:before{content:"\e020"}.glyphicon-home:before{content:"\e021"}.glyphicon-file:before{content:"\e022"}.glyphicon-time:before{content:"\e023"}.glyphicon-road:before{content:"\e024"}.glyphicon-download-alt:before{content:"\e025"}.glyphicon-download:before{content:"\e026"}.glyphicon-upload:before{content:"\e027"}.glyphicon-inbox:before{content:"\e028"}.glyphicon-play-circle:before{content:"\e029"}.glyphicon-repeat:before{content:"\e030"}.glyphicon-refresh:before{content:"\e031"}.glyphicon-list-alt:before{content:"\e032"}.glyphicon-lock:before{content:"\e033"}.glyphicon-flag:before{content:"\e034"}.glyphicon-headphones:before{content:"\e035"}.glyphicon-volume-off:before{content:"\e036"}.glyphicon-volume-down:before{content:"\e037"}.glyphicon-volume-up:before{content:"\e038"}.glyphicon-qrcode:before{content:"\e039"}.glyphicon-barcode:before{content:"\e040"}.glyphicon-tag:before{content:"\e041"}.glyphicon-tags:before{content:"\e042"}.glyphicon-book:before{content:"\e043"}.glyphicon-bookmark:before{content:"\e044"}.glyphicon-print:before{content:"\e045"}.glyphicon-camera:before{content:"\e046"}.glyphicon-font:before{content:"\e047"}.glyphicon-bold:before{content:"\e048"}.glyphicon-italic:before{content:"\e049"}.glyphicon-text-height:before{content:"\e050"}.glyphicon-text-width:before{content:"\e051"}.glyphicon-align-left:before{content:"\e052"}.glyphicon-align-center:before{content:"\e053"}.glyphicon-align-right:before{content:"\e054"}.glyphicon-align-justify:before{content:"\e055"}.glyphicon-list:before{content:"\e056"}.glyphicon-indent-left:before{content:"\e057"}.glyphicon-indent-right:before{content:"\e058"}.glyphicon-facetime-video:before{content:"\e059"}.glyphicon-picture:before{content:"\e060"}.glyphicon-map-marker:before{content:"\e062"}.glyphicon-adjust:before{content:"\e063"}.glyphicon-tint:before{content:"\e064"}.glyphicon-edit:before{content:"\e065"}.glyphicon-share:before{content:"\e066"}.glyphicon-check:before{content:"\e067"}.glyphicon-move:before{content:"\e068"}.glyphicon-step-backward:before{content:"\e069"}.glyphicon-fast-backward:before{content:"\e070"}.glyphicon-backward:before{content:"\e071"}.glyphicon-play:before{content:"\e072"}.glyphicon-pause:before{content:"\e073"}.glyphicon-stop:before{content:"\e074"}.glyphicon-forward:before{content:"\e075"}.glyphicon-fast-forward:before{content:"\e076"}.glyphicon-step-forward:before{content:"\e077"}.glyphicon-eject:before{content:"\e078"}.glyphicon-chevron-left:before{content:"\e079"}.glyphicon-chevron-right:before{content:"\e080"}.glyphicon-plus-sign:before{content:"\e081"}.glyphicon-minus-sign:before{content:"\e082"}.glyphicon-remove-sign:before{content:"\e083"}.glyphicon-ok-sign:before{content:"\e084"}.glyphicon-question-sign:before{content:"\e085"}.glyphicon-info-sign:before{content:"\e086"}.glyphicon-screenshot:before{content:"\e087"}.glyphicon-remove-circle:before{content:"\e088"}.glyphicon-ok-circle:before{content:"\e089"}.glyphicon-ban-circle:before{content:"\e090"}.glyphicon-arrow-left:before{content:"\e091"}.glyphicon-arrow-right:before{content:"\e092"}.glyphicon-arrow-up:before{content:"\e093"}.glyphicon-arrow-down:before{content:"\e094"}.glyphicon-share-alt:before{content:"\e095"}.glyphicon-resize-full:before{content:"\e096"}.glyphicon-resize-small:before{content:"\e097"}.glyphicon-exclamation-sign:before{content:"\e101"}.glyphicon-gift:before{content:"\e102"}.glyphicon-leaf:before{content:"\e103"}.glyphicon-fire:before{content:"\e104"}.glyphicon-eye-open:before{content:"\e105"}.glyphicon-eye-close:before{content:"\e106"}.glyphicon-warning-sign:before{content:"\e107"}.glyphicon-plane:before{content:"\e108"}.glyphicon-calendar:before{content:"\e109"}.glyphicon-random:before{content:"\e110"}.glyphicon-comment:before{content:"\e111"}.glyphicon-magnet:before{content:"\e112"}.glyphicon-chevron-up:before{content:"\e113"}.glyphicon-chevron-down:before{content:"\e114"}.glyphicon-retweet:before{content:"\e115"}.glyphicon-shopping-cart:before{content:"\e116"}.glyphicon-folder-close:before{content:"\e117"}.glyphicon-folder-open:before{content:"\e118"}.glyphicon-resize-vertical:before{content:"\e119"}.glyphicon-resize-horizontal:before{content:"\e120"}.glyphicon-hdd:before{content:"\e121"}.glyphicon-bullhorn:before{content:"\e122"}.glyphicon-bell:before{content:"\e123"}.glyphicon-certificate:before{content:"\e124"}.glyphicon-thumbs-up:before{content:"\e125"}.glyphicon-thumbs-down:before{content:"\e126"}.glyphicon-hand-right:before{content:"\e127"}.glyphicon-hand-left:before{content:"\e128"}.glyphicon-hand-up:before{content:"\e129"}.glyphicon-hand-down:before{content:"\e130"}.glyphicon-circle-arrow-right:before{content:"\e131"}.glyphicon-circle-arrow-left:before{content:"\e132"}.glyphicon-circle-arrow-up:before{content:"\e133"}.glyphicon-circle-arrow-down:before{content:"\e134"}.glyphicon-globe:before{content:"\e135"}.glyphicon-wrench:before{content:"\e136"}.glyphicon-tasks:before{content:"\e137"}.glyphicon-filter:before{content:"\e138"}.glyphicon-briefcase:before{content:"\e139"}.glyphicon-fullscreen:before{content:"\e140"}.glyphicon-dashboard:before{content:"\e141"}.glyphicon-paperclip:before{content:"\e142"}.glyphicon-heart-empty:before{content:"\e143"}.glyphicon-link:before{content:"\e144"}.glyphicon-phone:before{content:"\e145"}.glyphicon-pushpin:before{content:"\e146"}.glyphicon-usd:before{content:"\e148"}.glyphicon-gbp:before{content:"\e149"}.glyphicon-sort:before{content:"\e150"}.glyphicon-sort-by-alphabet:before{content:"\e151"}.glyphicon-sort-by-alphabet-alt:before{content:"\e152"}.glyphicon-sort-by-order:before{content:"\e153"}.glyphicon-sort-by-order-alt:before{content:"\e154"}.glyphicon-sort-by-attributes:before{content:"\e155"}.glyphicon-sort-by-attributes-alt:before{content:"\e156"}.glyphicon-unchecked:before{content:"\e157"}.glyphicon-expand:before{content:"\e158"}.glyphicon-collapse-down:before{content:"\e159"}.glyphicon-collapse-up:before{content:"\e160"}.glyphicon-log-in:before{content:"\e161"}.glyphicon-flash:before{content:"\e162"}.glyphicon-log-out:before{content:"\e163"}.glyphicon-new-window:before{content:"\e164"}.glyphicon-record:before{content:"\e165"}.glyphicon-save:before{content:"\e166"}.glyphicon-open:before{content:"\e167"}.glyphicon-saved:before{content:"\e168"}.glyphicon-import:before{content:"\e169"}.glyphicon-export:before{content:"\e170"}.glyphicon-send:before{content:"\e171"}.glyphicon-floppy-disk:before{content:"\e172"}.glyphicon-floppy-saved:before{content:"\e173"}.glyphicon-floppy-remove:before{content:"\e174"}.glyphicon-floppy-save:before{content:"\e175"}.glyphicon-floppy-open:before{content:"\e176"}.glyphicon-credit-card:before{content:"\e177"}.glyphicon-transfer:before{content:"\e178"}.glyphicon-cutlery:before{content:"\e179"}.glyphicon-header:before{content:"\e180"}.glyphicon-compressed:before{content:"\e181"}.glyphicon-earphone:before{content:"\e182"}.glyphicon-phone-alt:before{content:"\e183"}.glyphicon-tower:before{content:"\e184"}.glyphicon-stats:before{content:"\e185"}.glyphicon-sd-video:before{content:"\e186"}.glyphicon-hd-video:before{content:"\e187"}.glyphicon-subtitles:before{content:"\e188"}.glyphicon-sound-stereo:before{content:"\e189"}.glyphicon-sound-dolby:before{content:"\e190"}.glyphicon-sound-5-1:before{content:"\e191"}.glyphicon-sound-6-1:before{content:"\e192"}.glyphicon-sound-7-1:before{content:"\e193"}.glyphicon-copyright-mark:before{content:"\e194"}.glyphicon-registration-mark:before{content:"\e195"}.glyphicon-cloud-download:before{content:"\e197"}.glyphicon-cloud-upload:before{content:"\e198"}.glyphicon-tree-conifer:before{content:"\e199"}.glyphicon-tree-deciduous:before{content:"\e200"}.glyphicon-cd:before{content:"\e201"}.glyphicon-save-file:before{content:"\e202"}.glyphicon-open-file:before{content:"\e203"}.glyphicon-level-up:before{content:"\e204"}.glyphicon-copy:before{content:"\e205"}.glyphicon-paste:before{content:"\e206"}.glyphicon-alert:before{content:"\e209"}.glyphicon-equalizer:before{content:"\e210"}.glyphicon-king:before{content:"\e211"}.glyphicon-queen:before{content:"\e212"}.glyphicon-pawn:before{content:"\e213"}.glyphicon-bishop:before{content:"\e214"}.glyphicon-knight:before{content:"\e215"}.glyphicon-baby-formula:before{content:"\e216"}.glyphicon-tent:before{content:"\26fa"}.glyphicon-blackboard:before{content:"\e218"}.glyphicon-bed:before{content:"\e219"}.glyphicon-apple:before{content:"\f8ff"}.glyphicon-erase:before{content:"\e221"}.glyphicon-hourglass:before{content:"\231b"}.glyphicon-lamp:before{content:"\e223"}.glyphicon-duplicate:before{content:"\e224"}.glyphicon-piggy-bank:before{content:"\e225"}.glyphicon-scissors:before{content:"\e226"}.glyphicon-bitcoin:before{content:"\e227"}.glyphicon-btc:before{content:"\e227"}.glyphicon-xbt:before{content:"\e227"}.glyphicon-yen:before{content:"\00a5"}.glyphicon-jpy:before{content:"\00a5"}.glyphicon-ruble:before{content:"\20bd"}.glyphicon-rub:before{content:"\20bd"}.glyphicon-scale:before{content:"\e230"}.glyphicon-ice-lolly:before{content:"\e231"}.glyphicon-ice-lolly-tasted:before{content:"\e232"}.glyphicon-education:before{content:"\e233"}.glyphicon-option-horizontal:before{content:"\e234"}.glyphicon-option-vertical:before{content:"\e235"}.glyphicon-menu-hamburger:before{content:"\e236"}.glyphicon-modal-window:before{content:"\e237"}.glyphicon-oil:before{content:"\e238"}.glyphicon-grain:before{content:"\e239"}.glyphicon-sunglasses:before{content:"\e240"}.glyphicon-text-size:before{content:"\e241"}.glyphicon-text-color:before{content:"\e242"}.glyphicon-text-background:before{content:"\e243"}.glyphicon-object-align-top:before{content:"\e244"}.glyphicon-object-align-bottom:before{content:"\e245"}.glyphicon-object-align-horizontal:before{content:"\e246"}.glyphicon-object-align-left:before{content:"\e247"}.glyphicon-object-align-vertical:before{content:"\e248"}.glyphicon-object-align-right:before{content:"\e249"}.glyphicon-triangle-right:before{content:"\e250"}.glyphicon-triangle-left:before{content:"\e251"}.glyphicon-triangle-bottom:before{content:"\e252"}.glyphicon-triangle-top:before{content:"\e253"}.glyphicon-console:before{content:"\e254"}.glyphicon-superscript:before{content:"\e255"}.glyphicon-subscript:before{content:"\e256"}.glyphicon-menu-left:before{content:"\e257"}.glyphicon-menu-right:before{content:"\e258"}.glyphicon-menu-down:before{content:"\e259"}.glyphicon-menu-up:before{content:"\e260"}*{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}:after,:before{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}html{font-size:10px;-webkit-tap-highlight-color:rgba(0,0,0,0)}body{font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-size:14px;line-height:1.42857143;color:#333;background-color:#fff}button,input,select,textarea{font-family:inherit;font-size:inherit;line-height:inherit}a{color:#337ab7;text-decoration:none}a:focus,a:hover{color:#23527c;text-decoration:underline}a:focus{outline:thin dotted;outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}figure{margin:0}img{vertical-align:middle}.carousel-inner>.item>a>img,.carousel-inner>.item>img,.img-responsive,.thumbnail a>img,.thumbnail>img{display:block;max-width:100%;height:auto}.img-rounded{border-radius:6px}.img-thumbnail{display:inline-block;max-width:100%;height:auto;padding:4px;line-height:1.42857143;background-color:#fff;border:1px solid #ddd;border-radius:4px;-webkit-transition:all .2s ease-in-out;-o-transition:all .2s ease-in-out;transition:all .2s ease-in-out}.img-circle{border-radius:50%}hr{margin-top:20px;margin-bottom:20px;border:0;border-top:1px solid #eee}.sr-only{position:absolute;width:1px;height:1px;padding:0;margin:-1px;overflow:hidden;clip:rect(0,0,0,0);border:0}.sr-only-focusable:active,.sr-only-focusable:focus{position:static;width:auto;height:auto;margin:0;overflow:visible;clip:auto}[role=button]{cursor:pointer}.h1,.h2,.h3,.h4,.h5,.h6,h1,h2,h3,h4,h5,h6{font-family:inherit;font-weight:500;line-height:1.1;color:inherit}.h1 .small,.h1 small,.h2 .small,.h2 small,.h3 .small,.h3 small,.h4 .small,.h4 small,.h5 .small,.h5 small,.h6 .small,.h6 small,h1 .small,h1 small,h2 .small,h2 small,h3 .small,h3 small,h4 .small,h4 small,h5 .small,h5 small,h6 .small,h6 small{font-weight:400;line-height:1;color:#777}.h1,.h2,.h3,h1,h2,h3{margin-top:20px;margin-bottom:10px}.h1 .small,.h1 small,.h2 .small,.h2 small,.h3 .small,.h3 small,h1 .small,h1 small,h2 .small,h2 small,h3 .small,h3 small{font-size:65%}.h4,.h5,.h6,h4,h5,h6{margin-top:10px;margin-bottom:10px}.h4 .small,.h4 small,.h5 .small,.h5 small,.h6 .small,.h6 small,h4 .small,h4 small,h5 .small,h5 small,h6 .small,h6 small{font-size:75%}.h1,h1{font-size:36px}.h2,h2{font-size:30px}.h3,h3{font-size:24px}.h4,h4{font-size:18px}.h5,h5{font-size:14px}.h6,h6{font-size:12px}p{margin:0 0 10px}.lead{margin-bottom:20px;font-size:16px;font-weight:300;line-height:1.4}@media (min-width:768px){.lead{font-size:21px}}.small,small{font-size:85%}.mark,mark{padding:.2em;background-color:#fcf8e3}.text-left{text-align:left}.text-right{text-align:right}.text-center{text-align:center}.text-justify{text-align:justify}.text-nowrap{white-space:nowrap}.text-lowercase{text-transform:lowercase}.text-uppercase{text-transform:uppercase}.text-capitalize{text-transform:capitalize}.text-muted{color:#777}.text-primary{color:#337ab7}a.text-primary:focus,a.text-primary:hover{color:#286090}.text-success{color:#3c763d}a.text-success:focus,a.text-success:hover{color:#2b542c}.text-info{color:#31708f}a.text-info:focus,a.text-info:hover{color:#245269}.text-warning{color:#8a6d3b}a.text-warning:focus,a.text-warning:hover{color:#66512c}.text-danger{color:#a94442}a.text-danger:focus,a.text-danger:hover{color:#843534}.bg-primary{color:#fff;background-color:#337ab7}a.bg-primary:focus,a.bg-primary:hover{background-color:#286090}.bg-success{background-color:#dff0d8}a.bg-success:focus,a.bg-success:hover{background-color:#c1e2b3}.bg-info{background-color:#d9edf7}a.bg-info:focus,a.bg-info:hover{background-color:#afd9ee}.bg-warning{background-color:#fcf8e3}a.bg-warning:focus,a.bg-warning:hover{background-color:#f7ecb5}.bg-danger{background-color:#f2dede}a.bg-danger:focus,a.bg-danger:hover{background-color:#e4b9b9}.page-header{padding-bottom:9px;margin:40px 0 20px;border-bottom:1px solid #eee}ol,ul{margin-top:0;margin-bottom:10px}ol ol,ol ul,ul ol,ul ul{margin-bottom:0}.list-unstyled{padding-left:0;list-style:none}.list-inline{padding-left:0;margin-left:-5px;list-style:none}.list-inline>li{display:inline-block;padding-right:5px;padding-left:5px}dl{margin-top:0;margin-bottom:20px}dd,dt{line-height:1.42857143}dt{font-weight:700}dd{margin-left:0}@media (min-width:768px){.dl-horizontal dt{float:left;width:160px;overflow:hidden;clear:left;text-align:right;text-overflow:ellipsis;white-space:nowrap}.dl-horizontal dd{margin-left:180px}}abbr[data-original-title],abbr[title]{cursor:help;border-bottom:1px dotted #777}.initialism{font-size:90%;text-transform:uppercase}blockquote{padding:10px 20px;margin:0 0 20px;font-size:17.5px;border-left:5px solid #eee}blockquote ol:last-child,blockquote p:last-child,blockquote ul:last-child{margin-bottom:0}blockquote .small,blockquote footer,blockquote small{display:block;font-size:80%;line-height:1.42857143;color:#777}blockquote .small:before,blockquote footer:before,blockquote small:before{content:'\2014 \00A0'}.blockquote-reverse,blockquote.pull-right{padding-right:15px;padding-left:0;text-align:right;border-right:5px solid #eee;border-left:0}.blockquote-reverse .small:before,.blockquote-reverse footer:before,.blockquote-reverse small:before,blockquote.pull-right .small:before,blockquote.pull-right footer:before,blockquote.pull-right small:before{content:''}.blockquote-reverse .small:after,.blockquote-reverse footer:after,.blockquote-reverse small:after,blockquote.pull-right .small:after,blockquote.pull-right footer:after,blockquote.pull-right small:after{content:'\00A0 \2014'}address{margin-bottom:20px;font-style:normal;line-height:1.42857143}code,kbd,pre,samp{font-family:monospace}code{padding:2px 4px;font-size:90%;color:#c7254e;background-color:#f9f2f4;border-radius:4px}kbd{padding:2px 4px;font-size:90%;color:#fff;background-color:#333;border-radius:3px;-webkit-box-shadow:inset 0 -1px 0 rgba(0,0,0,.25);box-shadow:inset 0 -1px 0 rgba(0,0,0,.25)}kbd kbd{padding:0;font-size:100%;font-weight:700;-webkit-box-shadow:none;box-shadow:none}pre{display:block;padding:9.5px;margin:0 0 10px;font-size:13px;line-height:1.42857143;color:#333;word-break:break-all;word-wrap:break-word;background-color:#f5f5f5;border:1px solid #ccc;border-radius:4px}pre code{padding:0;font-size:inherit;color:inherit;white-space:pre-wrap;background-color:transparent;border-radius:0}.pre-scrollable{max-height:340px;overflow-y:scroll}.container{padding-right:15px;padding-left:15px;margin-right:auto;margin-left:auto}@media (min-width:768px){.container{width:750px}}@media (min-width:992px){.container{width:970px}}@media (min-width:1200px){.container{width:1170px}}.container-fluid{padding-right:15px;padding-left:15px;margin-right:auto;margin-left:auto}.row{margin-right:-15px;margin-left:-15px}.col-lg-1,.col-lg-10,.col-lg-11,.col-lg-12,.col-lg-2,.col-lg-3,.col-lg-4,.col-lg-5,.col-lg-6,.col-lg-7,.col-lg-8,.col-lg-9,.col-md-1,.col-md-10,.col-md-11,.col-md-12,.col-md-2,.col-md-3,.col-md-4,.col-md-5,.col-md-6,.col-md-7,.col-md-8,.col-md-9,.col-sm-1,.col-sm-10,.col-sm-11,.col-sm-12,.col-sm-2,.col-sm-3,.col-sm-4,.col-sm-5,.col-sm-6,.col-sm-7,.col-sm-8,.col-sm-9,.col-xs-1,.col-xs-10,.col-xs-11,.col-xs-12,.col-xs-2,.col-xs-3,.col-xs-4,.col-xs-5,.col-xs-6,.col-xs-7,.col-xs-8,.col-xs-9{position:relative;min-height:1px;padding-right:15px;padding-left:15px}.col-xs-1,.col-xs-10,.col-xs-11,.col-xs-12,.col-xs-2,.col-xs-3,.col-xs-4,.col-xs-5,.col-xs-6,.col-xs-7,.col-xs-8,.col-xs-9{float:left}.col-xs-12{width:100%}.col-xs-11{width:91.66666667%}.col-xs-10{width:83.33333333%}.col-xs-9{width:75%}.col-xs-8{width:66.66666667%}.col-xs-7{width:58.33333333%}.col-xs-6{width:50%}.col-xs-5{width:41.66666667%}.col-xs-4{width:33.33333333%}.col-xs-3{width:25%}.col-xs-2{width:16.66666667%}.col-xs-1{width:8.33333333%}.col-xs-pull-12{right:100%}.col-xs-pull-11{right:91.66666667%}.col-xs-pull-10{right:83.33333333%}.col-xs-pull-9{right:75%}.col-xs-pull-8{right:66.66666667%}.col-xs-pull-7{right:58.33333333%}.col-xs-pull-6{right:50%}.col-xs-pull-5{right:41.66666667%}.col-xs-pull-4{right:33.33333333%}.col-xs-pull-3{right:25%}.col-xs-pull-2{right:16.66666667%}.col-xs-pull-1{right:8.33333333%}.col-xs-pull-0{right:auto}.col-xs-push-12{left:100%}.col-xs-push-11{left:91.66666667%}.col-xs-push-10{left:83.33333333%}.col-xs-push-9{left:75%}.col-xs-push-8{left:66.66666667%}.col-xs-push-7{left:58.33333333%}.col-xs-push-6{left:50%}.col-xs-push-5{left:41.66666667%}.col-xs-push-4{left:33.33333333%}.col-xs-push-3{left:25%}.col-xs-push-2{left:16.66666667%}.col-xs-push-1{left:8.33333333%}.col-xs-push-0{left:auto}.col-xs-offset-12{margin-left:100%}.col-xs-offset-11{margin-left:91.66666667%}.col-xs-offset-10{margin-left:83.33333333%}.col-xs-offset-9{margin-left:75%}.col-xs-offset-8{margin-left:66.66666667%}.col-xs-offset-7{margin-left:58.33333333%}.col-xs-offset-6{margin-left:50%}.col-xs-offset-5{margin-left:41.66666667%}.col-xs-offset-4{margin-left:33.33333333%}.col-xs-offset-3{margin-left:25%}.col-xs-offset-2{margin-left:16.66666667%}.col-xs-offset-1{margin-left:8.33333333%}.col-xs-offset-0{margin-left:0}@media (min-width:768px){.col-sm-1,.col-sm-10,.col-sm-11,.col-sm-12,.col-sm-2,.col-sm-3,.col-sm-4,.col-sm-5,.col-sm-6,.col-sm-7,.col-sm-8,.col-sm-9{float:left}.col-sm-12{width:100%}.col-sm-11{width:91.66666667%}.col-sm-10{width:83.33333333%}.col-sm-9{width:75%}.col-sm-8{width:66.66666667%}.col-sm-7{width:58.33333333%}.col-sm-6{width:50%}.col-sm-5{width:41.66666667%}.col-sm-4{width:33.33333333%}.col-sm-3{width:25%}.col-sm-2{width:16.66666667%}.col-sm-1{width:8.33333333%}.col-sm-pull-12{right:100%}.col-sm-pull-11{right:91.66666667%}.col-sm-pull-10{right:83.33333333%}.col-sm-pull-9{right:75%}.col-sm-pull-8{right:66.66666667%}.col-sm-pull-7{right:58.33333333%}.col-sm-pull-6{right:50%}.col-sm-pull-5{right:41.66666667%}.col-sm-pull-4{right:33.33333333%}.col-sm-pull-3{right:25%}.col-sm-pull-2{right:16.66666667%}.col-sm-pull-1{right:8.33333333%}.col-sm-pull-0{right:auto}.col-sm-push-12{left:100%}.col-sm-push-11{left:91.66666667%}.col-sm-push-10{left:83.33333333%}.col-sm-push-9{left:75%}.col-sm-push-8{left:66.66666667%}.col-sm-push-7{left:58.33333333%}.col-sm-push-6{left:50%}.col-sm-push-5{left:41.66666667%}.col-sm-push-4{left:33.33333333%}.col-sm-push-3{left:25%}.col-sm-push-2{left:16.66666667%}.col-sm-push-1{left:8.33333333%}.col-sm-push-0{left:auto}.col-sm-offset-12{margin-left:100%}.col-sm-offset-11{margin-left:91.66666667%}.col-sm-offset-10{margin-left:83.33333333%}.col-sm-offset-9{margin-left:75%}.col-sm-offset-8{margin-left:66.66666667%}.col-sm-offset-7{margin-left:58.33333333%}.col-sm-offset-6{margin-left:50%}.col-sm-offset-5{margin-left:41.66666667%}.col-sm-offset-4{margin-left:33.33333333%}.col-sm-offset-3{margin-left:25%}.col-sm-offset-2{margin-left:16.66666667%}.col-sm-offset-1{margin-left:8.33333333%}.col-sm-offset-0{margin-left:0}}@media (min-width:992px){.col-md-1,.col-md-10,.col-md-11,.col-md-12,.col-md-2,.col-md-3,.col-md-4,.col-md-5,.col-md-6,.col-md-7,.col-md-8,.col-md-9{float:left}.col-md-12{width:100%}.col-md-11{width:91.66666667%}.col-md-10{width:83.33333333%}.col-md-9{width:75%}.col-md-8{width:66.66666667%}.col-md-7{width:58.33333333%}.col-md-6{width:50%}.col-md-5{width:41.66666667%}.col-md-4{width:33.33333333%}.col-md-3{width:25%}.col-md-2{width:16.66666667%}.col-md-1{width:8.33333333%}.col-md-pull-12{right:100%}.col-md-pull-11{right:91.66666667%}.col-md-pull-10{right:83.33333333%}.col-md-pull-9{right:75%}.col-md-pull-8{right:66.66666667%}.col-md-pull-7{right:58.33333333%}.col-md-pull-6{right:50%}.col-md-pull-5{right:41.66666667%}.col-md-pull-4{right:33.33333333%}.col-md-pull-3{right:25%}.col-md-pull-2{right:16.66666667%}.col-md-pull-1{right:8.33333333%}.col-md-pull-0{right:auto}.col-md-push-12{left:100%}.col-md-push-11{left:91.66666667%}.col-md-push-10{left:83.33333333%}.col-md-push-9{left:75%}.col-md-push-8{left:66.66666667%}.col-md-push-7{left:58.33333333%}.col-md-push-6{left:50%}.col-md-push-5{left:41.66666667%}.col-md-push-4{left:33.33333333%}.col-md-push-3{left:25%}.col-md-push-2{left:16.66666667%}.col-md-push-1{left:8.33333333%}.col-md-push-0{left:auto}.col-md-offset-12{margin-left:100%}.col-md-offset-11{margin-left:91.66666667%}.col-md-offset-10{margin-left:83.33333333%}.col-md-offset-9{margin-left:75%}.col-md-offset-8{margin-left:66.66666667%}.col-md-offset-7{margin-left:58.33333333%}.col-md-offset-6{margin-left:50%}.col-md-offset-5{margin-left:41.66666667%}.col-md-offset-4{margin-left:33.33333333%}.col-md-offset-3{margin-left:25%}.col-md-offset-2{margin-left:16.66666667%}.col-md-offset-1{margin-left:8.33333333%}.col-md-offset-0{margin-left:0}}@media (min-width:1200px){.col-lg-1,.col-lg-10,.col-lg-11,.col-lg-12,.col-lg-2,.col-lg-3,.col-lg-4,.col-lg-5,.col-lg-6,.col-lg-7,.col-lg-8,.col-lg-9{float:left}.col-lg-12{width:100%}.col-lg-11{width:91.66666667%}.col-lg-10{width:83.33333333%}.col-lg-9{width:75%}.col-lg-8{width:66.66666667%}.col-lg-7{width:58.33333333%}.col-lg-6{width:50%}.col-lg-5{width:41.66666667%}.col-lg-4{width:33.33333333%}.col-lg-3{width:25%}.col-lg-2{width:16.66666667%}.col-lg-1{width:8.33333333%}.col-lg-pull-12{right:100%}.col-lg-pull-11{right:91.66666667%}.col-lg-pull-10{right:83.33333333%}.col-lg-pull-9{right:75%}.col-lg-pull-8{right:66.66666667%}.col-lg-pull-7{right:58.33333333%}.col-lg-pull-6{right:50%}.col-lg-pull-5{right:41.66666667%}.col-lg-pull-4{right:33.33333333%}.col-lg-pull-3{right:25%}.col-lg-pull-2{right:16.66666667%}.col-lg-pull-1{right:8.33333333%}.col-lg-pull-0{right:auto}.col-lg-push-12{left:100%}.col-lg-push-11{left:91.66666667%}.col-lg-push-10{left:83.33333333%}.col-lg-push-9{left:75%}.col-lg-push-8{left:66.66666667%}.col-lg-push-7{left:58.33333333%}.col-lg-push-6{left:50%}.col-lg-push-5{left:41.66666667%}.col-lg-push-4{left:33.33333333%}.col-lg-push-3{left:25%}.col-lg-push-2{left:16.66666667%}.col-lg-push-1{left:8.33333333%}.col-lg-push-0{left:auto}.col-lg-offset-12{margin-left:100%}.col-lg-offset-11{margin-left:91.66666667%}.col-lg-offset-10{margin-left:83.33333333%}.col-lg-offset-9{margin-left:75%}.col-lg-offset-8{margin-left:66.66666667%}.col-lg-offset-7{margin-left:58.33333333%}.col-lg-offset-6{margin-left:50%}.col-lg-offset-5{margin-left:41.66666667%}.col-lg-offset-4{margin-left:33.33333333%}.col-lg-offset-3{margin-left:25%}.col-lg-offset-2{margin-left:16.66666667%}.col-lg-offset-1{margin-left:8.33333333%}.col-lg-offset-0{margin-left:0}}table{background-color:transparent}caption{padding-top:8px;padding-bottom:8px;color:#777;text-align:left}th{}.table{width:100%;max-width:100%;margin-bottom:20px}.table>tbody>tr>td,.table>tbody>tr>th,.table>tfoot>tr>td,.table>tfoot>tr>th,.table>thead>tr>td,.table>thead>tr>th{padding:8px;line-height:1.42857143;vertical-align:top;border-top:1px solid #ddd}.table>thead>tr>th{vertical-align:bottom;border-bottom:2px solid #ddd}.table>caption+thead>tr:first-child>td,.table>caption+thead>tr:first-child>th,.table>colgroup+thead>tr:first-child>td,.table>colgroup+thead>tr:first-child>th,.table>thead:first-child>tr:first-child>td,.table>thead:first-child>tr:first-child>th{border-top:0}.table>tbody+tbody{border-top:2px solid #ddd}.table .table{background-color:#fff}.table-condensed>tbody>tr>td,.table-condensed>tbody>tr>th,.table-condensed>tfoot>tr>td,.table-condensed>tfoot>tr>th,.table-condensed>thead>tr>td,.table-condensed>thead>tr>th{padding:5px}.table-bordered{border:1px solid #ddd}.table-bordered>tbody>tr>td,.table-bordered>tbody>tr>th,.table-bordered>tfoot>tr>td,.table-bordered>tfoot>tr>th,.table-bordered>thead>tr>td,.table-bordered>thead>tr>th{border:1px solid #ddd}.table-bordered>thead>tr>td,.table-bordered>thead>tr>th{border-bottom-width:2px}.table-striped>tbody>tr:nth-of-type(odd){background-color:#f9f9f9}.table-hover>tbody>tr:hover{background-color:#f5f5f5}table col[class*=col-]{position:static;display:table-column;float:none}table td[class*=col-],table th[class*=col-]{position:static;display:table-cell;float:none}.table>tbody>tr.active>td,.table>tbody>tr.active>th,.table>tbody>tr>td.active,.table>tbody>tr>th.active,.table>tfoot>tr.active>td,.table>tfoot>tr.active>th,.table>tfoot>tr>td.active,.table>tfoot>tr>th.active,.table>thead>tr.active>td,.table>thead>tr.active>th,.table>thead>tr>td.active,.table>thead>tr>th.active{background-color:#f5f5f5}.table-hover>tbody>tr.active:hover>td,.table-hover>tbody>tr.active:hover>th,.table-hover>tbody>tr:hover>.active,.table-hover>tbody>tr>td.active:hover,.table-hover>tbody>tr>th.active:hover{background-color:#e8e8e8}.table>tbody>tr.success>td,.table>tbody>tr.success>th,.table>tbody>tr>td.success,.table>tbody>tr>th.success,.table>tfoot>tr.success>td,.table>tfoot>tr.success>th,.table>tfoot>tr>td.success,.table>tfoot>tr>th.success,.table>thead>tr.success>td,.table>thead>tr.success>th,.table>thead>tr>td.success,.table>thead>tr>th.success{background-color:#dff0d8}.table-hover>tbody>tr.success:hover>td,.table-hover>tbody>tr.success:hover>th,.table-hover>tbody>tr:hover>.success,.table-hover>tbody>tr>td.success:hover,.table-hover>tbody>tr>th.success:hover{background-color:#d0e9c6}.table>tbody>tr.info>td,.table>tbody>tr.info>th,.table>tbody>tr>td.info,.table>tbody>tr>th.info,.table>tfoot>tr.info>td,.table>tfoot>tr.info>th,.table>tfoot>tr>td.info,.table>tfoot>tr>th.info,.table>thead>tr.info>td,.table>thead>tr.info>th,.table>thead>tr>td.info,.table>thead>tr>th.info{background-color:#d9edf7}.table-hover>tbody>tr.info:hover>td,.table-hover>tbody>tr.info:hover>th,.table-hover>tbody>tr:hover>.info,.table-hover>tbody>tr>td.info:hover,.table-hover>tbody>tr>th.info:hover{background-color:#c4e3f3}.table>tbody>tr.warning>td,.table>tbody>tr.warning>th,.table>tbody>tr>td.warning,.table>tbody>tr>th.warning,.table>tfoot>tr.warning>td,.table>tfoot>tr.warning>th,.table>tfoot>tr>td.warning,.table>tfoot>tr>th.warning,.table>thead>tr.warning>td,.table>thead>tr.warning>th,.table>thead>tr>td.warning,.table>thead>tr>th.warning{background-color:#fcf8e3}.table-hover>tbody>tr.warning:hover>td,.table-hover>tbody>tr.warning:hover>th,.table-hover>tbody>tr:hover>.warning,.table-hover>tbody>tr>td.warning:hover,.table-hover>tbody>tr>th.warning:hover{background-color:#faf2cc}.table>tbody>tr.danger>td,.table>tbody>tr.danger>th,.table>tbody>tr>td.danger,.table>tbody>tr>th.danger,.table>tfoot>tr.danger>td,.table>tfoot>tr.danger>th,.table>tfoot>tr>td.danger,.table>tfoot>tr>th.danger,.table>thead>tr.danger>td,.table>thead>tr.danger>th,.table>thead>tr>td.danger,.table>thead>tr>th.danger{background-color:#f2dede}.table-hover>tbody>tr.danger:hover>td,.table-hover>tbody>tr.danger:hover>th,.table-hover>tbody>tr:hover>.danger,.table-hover>tbody>tr>td.danger:hover,.table-hover>tbody>tr>th.danger:hover{background-color:#ebcccc}.table-responsive{min-height:.01%;overflow-x:auto}@media screen and (max-width:767px){.table-responsive{width:100%;margin-bottom:15px;overflow-y:hidden;-ms-overflow-style:-ms-autohiding-scrollbar;border:1px solid #ddd}.table-responsive>.table{margin-bottom:0}.table-responsive>.table>tbody>tr>td,.table-responsive>.table>tbody>tr>th,.table-responsive>.table>tfoot>tr>td,.table-responsive>.table>tfoot>tr>th,.table-responsive>.table>thead>tr>td,.table-responsive>.table>thead>tr>th{white-space:nowrap}.table-responsive>.table-bordered{border:0}.table-responsive>.table-bordered>tbody>tr>td:first-child,.table-responsive>.table-bordered>tbody>tr>th:first-child,.table-responsive>.table-bordered>tfoot>tr>td:first-child,.table-responsive>.table-bordered>tfoot>tr>th:first-child,.table-responsive>.table-bordered>thead>tr>td:first-child,.table-responsive>.table-bordered>thead>tr>th:first-child{border-left:0}.table-responsive>.table-bordered>tbody>tr>td:last-child,.table-responsive>.table-bordered>tbody>tr>th:last-child,.table-responsive>.table-bordered>tfoot>tr>td:last-child,.table-responsive>.table-bordered>tfoot>tr>th:last-child,.table-responsive>.table-bordered>thead>tr>td:last-child,.table-responsive>.table-bordered>thead>tr>th:last-child{border-right:0}.table-responsive>.table-bordered>tbody>tr:last-child>td,.table-responsive>.table-bordered>tbody>tr:last-child>th,.table-responsive>.table-bordered>tfoot>tr:last-child>td,.table-responsive>.table-bordered>tfoot>tr:last-child>th{border-bottom:0}}fieldset{min-width:0;padding:0;margin:0;border:0}legend{display:block;width:100%;padding:0;margin-bottom:20px;font-size:21px;line-height:inherit;color:#333;border:0;border-bottom:1px solid #e5e5e5}label{display:inline-block;max-width:100%;margin-bottom:5px;font-weight:700}input[type=search]{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}input[type=checkbox],input[type=radio]{margin:4px 0 0;margin-top:1px\9;line-height:normal}input[type=file]{display:block}input[type=range]{display:block;width:100%}select[multiple],select[size]{height:auto}input[type=file]:focus,input[type=checkbox]:focus,input[type=radio]:focus{outline:thin dotted;outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}output{display:block;padding-top:7px;font-size:14px;line-height:1.42857143;color:#555}.form-control{display:block;width:100%;height:34px;padding:6px 12px;font-size:14px;line-height:1.42857143;color:#555;background-color:#fff;background-image:none;border:1px solid #ccc;border-radius:4px;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075);-webkit-transition:border-color ease-in-out .15s,-webkit-box-shadow ease-in-out .15s;-o-transition:border-color ease-in-out .15s,box-shadow ease-in-out .15s;transition:border-color ease-in-out .15s,box-shadow ease-in-out .15s}.form-control:focus{border-color:#66afe9;outline:0;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 8px rgba(102,175,233,.6);box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 8px rgba(102,175,233,.6)}.form-control::-moz-placeholder{color:#999;opacity:1}.form-control:-ms-input-placeholder{color:#999}.form-control::-webkit-input-placeholder{color:#999}.form-control[disabled],.form-control[readonly],fieldset[disabled] .form-control{background-color:#eee;opacity:1}.form-control[disabled],fieldset[disabled] .form-control{cursor:not-allowed}textarea.form-control{height:auto}input[type=search]{-webkit-appearance:none}@media screen and (-webkit-min-device-pixel-ratio:0){input[type=date].form-control,input[type=time].form-control,input[type=datetime-local].form-control,input[type=month].form-control{line-height:34px}.input-group-sm input[type=date],.input-group-sm input[type=time],.input-group-sm input[type=datetime-local],.input-group-sm input[type=month],input[type=date].input-sm,input[type=time].input-sm,input[type=datetime-local].input-sm,input[type=month].input-sm{line-height:30px}.input-group-lg input[type=date],.input-group-lg input[type=time],.input-group-lg input[type=datetime-local],.input-group-lg input[type=month],input[type=date].input-lg,input[type=time].input-lg,input[type=datetime-local].input-lg,input[type=month].input-lg{line-height:46px}}.form-group{margin-bottom:15px}.checkbox,.radio{position:relative;display:block;margin-top:10px;margin-bottom:10px}.checkbox label,.radio label{min-height:20px;padding-left:20px;margin-bottom:0;font-weight:400;cursor:pointer}.checkbox input[type=checkbox],.checkbox-inline input[type=checkbox],.radio input[type=radio],.radio-inline input[type=radio]{position:absolute;margin-top:4px\9;margin-left:-20px}.checkbox+.checkbox,.radio+.radio{margin-top:-5px}.checkbox-inline,.radio-inline{position:relative;display:inline-block;padding-left:20px;margin-bottom:0;font-weight:400;vertical-align:middle;cursor:pointer}.checkbox-inline+.checkbox-inline,.radio-inline+.radio-inline{margin-top:0;margin-left:10px}fieldset[disabled] input[type=checkbox],fieldset[disabled] input[type=radio],input[type=checkbox].disabled,input[type=checkbox][disabled],input[type=radio].disabled,input[type=radio][disabled]{cursor:not-allowed}.checkbox-inline.disabled,.radio-inline.disabled,fieldset[disabled] .checkbox-inline,fieldset[disabled] .radio-inline{cursor:not-allowed}.checkbox.disabled label,.radio.disabled label,fieldset[disabled] .checkbox label,fieldset[disabled] .radio label{cursor:not-allowed}.form-control-static{min-height:34px;padding-top:7px;padding-bottom:7px;margin-bottom:0}.form-control-static.input-lg,.form-control-static.input-sm{padding-right:0;padding-left:0}.input-sm{height:30px;padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}select.input-sm{height:30px;line-height:30px}select[multiple].input-sm,textarea.input-sm{height:auto}.form-group-sm .form-control{height:30px;padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}.form-group-sm select.form-control{height:30px;line-height:30px}.form-group-sm select[multiple].form-control,.form-group-sm textarea.form-control{height:auto}.form-group-sm .form-control-static{height:30px;min-height:32px;padding:6px 10px;font-size:12px;line-height:1.5}.input-lg{height:46px;padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}select.input-lg{height:46px;line-height:46px}select[multiple].input-lg,textarea.input-lg{height:auto}.form-group-lg .form-control{height:46px;padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}.form-group-lg select.form-control{height:46px;line-height:46px}.form-group-lg select[multiple].form-control,.form-group-lg textarea.form-control{height:auto}.form-group-lg .form-control-static{height:46px;min-height:38px;padding:11px 16px;font-size:18px;line-height:1.3333333}.has-feedback{position:relative}.has-feedback .form-control{padding-right:42.5px}.form-control-feedback{position:absolute;top:0;right:0;z-index:2;display:block;width:34px;height:34px;line-height:34px;text-align:center;pointer-events:none}.form-group-lg .form-control+.form-control-feedback,.input-group-lg+.form-control-feedback,.input-lg+.form-control-feedback{width:46px;height:46px;line-height:46px}.form-group-sm .form-control+.form-control-feedback,.input-group-sm+.form-control-feedback,.input-sm+.form-control-feedback{width:30px;height:30px;line-height:30px}.has-success .checkbox,.has-success .checkbox-inline,.has-success .control-label,.has-success .help-block,.has-success .radio,.has-success .radio-inline,.has-success.checkbox label,.has-success.checkbox-inline label,.has-success.radio label,.has-success.radio-inline label{color:#3c763d}.has-success .form-control{border-color:#3c763d;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075)}.has-success .form-control:focus{border-color:#2b542c;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #67b168;box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #67b168}.has-success .input-group-addon{color:#3c763d;background-color:#dff0d8;border-color:#3c763d}.has-success .form-control-feedback{color:#3c763d}.has-warning .checkbox,.has-warning .checkbox-inline,.has-warning .control-label,.has-warning .help-block,.has-warning .radio,.has-warning .radio-inline,.has-warning.checkbox label,.has-warning.checkbox-inline label,.has-warning.radio label,.has-warning.radio-inline label{color:#8a6d3b}.has-warning .form-control{border-color:#8a6d3b;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075)}.has-warning .form-control:focus{border-color:#66512c;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #c0a16b;box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #c0a16b}.has-warning .input-group-addon{color:#8a6d3b;background-color:#fcf8e3;border-color:#8a6d3b}.has-warning .form-control-feedback{color:#8a6d3b}.has-error .checkbox,.has-error .checkbox-inline,.has-error .control-label,.has-error .help-block,.has-error .radio,.has-error .radio-inline,.has-error.checkbox label,.has-error.checkbox-inline label,.has-error.radio label,.has-error.radio-inline label{color:#a94442}.has-error .form-control{border-color:#a94442;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075)}.has-error .form-control:focus{border-color:#843534;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #ce8483;box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #ce8483}.has-error .input-group-addon{color:#a94442;background-color:#f2dede;border-color:#a94442}.has-error .form-control-feedback{color:#a94442}.has-feedback label~.form-control-feedback{top:25px}.has-feedback label.sr-only~.form-control-feedback{top:0}.help-block{display:block;margin-top:5px;margin-bottom:10px;color:#737373}@media (min-width:768px){.form-inline .form-group{display:inline-block;margin-bottom:0;vertical-align:middle}.form-inline .form-control{display:inline-block;width:auto;vertical-align:middle}.form-inline .form-control-static{display:inline-block}.form-inline .input-group{display:inline-table;vertical-align:middle}.form-inline .input-group .form-control,.form-inline .input-group .input-group-addon,.form-inline .input-group .input-group-btn{width:auto}.form-inline .input-group>.form-control{width:100%}.form-inline .control-label{margin-bottom:0;vertical-align:middle}.form-inline .checkbox,.form-inline .radio{display:inline-block;margin-top:0;margin-bottom:0;vertical-align:middle}.form-inline .checkbox label,.form-inline .radio label{padding-left:0}.form-inline .checkbox input[type=checkbox],.form-inline .radio input[type=radio]{position:relative;margin-left:0}.form-inline .has-feedback .form-control-feedback{top:0}}.form-horizontal .checkbox,.form-horizontal .checkbox-inline,.form-horizontal .radio,.form-horizontal .radio-inline{padding-top:7px;margin-top:0;margin-bottom:0}.form-horizontal .checkbox,.form-horizontal .radio{min-height:27px}.form-horizontal .form-group{margin-right:-15px;margin-left:-15px}@media (min-width:768px){.form-horizontal .control-label{padding-top:7px;margin-bottom:0;text-align:right}}.form-horizontal .has-feedback .form-control-feedback{right:15px}@media (min-width:768px){.form-horizontal .form-group-lg .control-label{padding-top:14.33px;font-size:18px}}@media (min-width:768px){.form-horizontal .form-group-sm .control-label{padding-top:6px;font-size:12px}}.btn{display:inline-block;padding:6px 12px;margin-bottom:0;font-size:14px;font-weight:400;line-height:1.42857143;text-align:center;white-space:nowrap;vertical-align:middle;-ms-touch-action:manipulation;touch-action:manipulation;cursor:pointer;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;background-image:none;border:1px solid transparent;border-radius:4px}.btn.active.focus,.btn.active:focus,.btn.focus,.btn:active.focus,.btn:active:focus,.btn:focus{outline:thin dotted;outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}.btn.focus,.btn:focus,.btn:hover{color:#333;text-decoration:none}.btn.active,.btn:active{background-image:none;outline:0;-webkit-box-shadow:inset 0 3px 5px rgba(0,0,0,.125);box-shadow:inset 0 3px 5px rgba(0,0,0,.125)}.btn.disabled,.btn[disabled],fieldset[disabled] .btn{cursor:not-allowed;filter:alpha(opacity=65);-webkit-box-shadow:none;box-shadow:none;opacity:.65}a.btn.disabled,fieldset[disabled] a.btn{pointer-events:none}.btn-default{color:#333;background-color:#fff;border-color:#ccc}.btn-default.focus,.btn-default:focus{color:#333;background-color:#e6e6e6;border-color:#8c8c8c}.btn-default:hover{color:#333;background-color:#e6e6e6;border-color:#adadad}.btn-default.active,.btn-default:active,.open>.dropdown-toggle.btn-default{color:#333;background-color:#e6e6e6;border-color:#adadad}.btn-default.active.focus,.btn-default.active:focus,.btn-default.active:hover,.btn-default:active.focus,.btn-default:active:focus,.btn-default:active:hover,.open>.dropdown-toggle.btn-default.focus,.open>.dropdown-toggle.btn-default:focus,.open>.dropdown-toggle.btn-default:hover{color:#333;background-color:#d4d4d4;border-color:#8c8c8c}.btn-default.active,.btn-default:active,.open>.dropdown-toggle.btn-default{background-image:none}.btn-default.disabled,.btn-default.disabled.active,.btn-default.disabled.focus,.btn-default.disabled:active,.btn-default.disabled:focus,.btn-default.disabled:hover,.btn-default[disabled],.btn-default[disabled].active,.btn-default[disabled].focus,.btn-default[disabled]:active,.btn-default[disabled]:focus,.btn-default[disabled]:hover,fieldset[disabled] .btn-default,fieldset[disabled] .btn-default.active,fieldset[disabled] .btn-default.focus,fieldset[disabled] .btn-default:active,fieldset[disabled] .btn-default:focus,fieldset[disabled] .btn-default:hover{background-color:#fff;border-color:#ccc}.btn-default .badge{color:#fff;background-color:#333}.btn-primary{color:#fff;background-color:#337ab7;border-color:#2e6da4}.btn-primary.focus,.btn-primary:focus{color:#fff;background-color:#286090;border-color:#122b40}.btn-primary:hover{color:#fff;background-color:#286090;border-color:#204d74}.btn-primary.active,.btn-primary:active,.open>.dropdown-toggle.btn-primary{color:#fff;background-color:#286090;border-color:#204d74}.btn-primary.active.focus,.btn-primary.active:focus,.btn-primary.active:hover,.btn-primary:active.focus,.btn-primary:active:focus,.btn-primary:active:hover,.open>.dropdown-toggle.btn-primary.focus,.open>.dropdown-toggle.btn-primary:focus,.open>.dropdown-toggle.btn-primary:hover{color:#fff;background-color:#204d74;border-color:#122b40}.btn-primary.active,.btn-primary:active,.open>.dropdown-toggle.btn-primary{background-image:none}.btn-primary.disabled,.btn-primary.disabled.active,.btn-primary.disabled.focus,.btn-primary.disabled:active,.btn-primary.disabled:focus,.btn-primary.disabled:hover,.btn-primary[disabled],.btn-primary[disabled].active,.btn-primary[disabled].focus,.btn-primary[disabled]:active,.btn-primary[disabled]:focus,.btn-primary[disabled]:hover,fieldset[disabled] .btn-primary,fieldset[disabled] .btn-primary.active,fieldset[disabled] .btn-primary.focus,fieldset[disabled] .btn-primary:active,fieldset[disabled] .btn-primary:focus,fieldset[disabled] .btn-primary:hover{background-color:#337ab7;border-color:#2e6da4}.btn-primary .badge{color:#337ab7;background-color:#fff}.btn-success{color:#fff;background-color:#5cb85c;border-color:#4cae4c}.btn-success.focus,.btn-success:focus{color:#fff;background-color:#449d44;border-color:#255625}.btn-success:hover{color:#fff;background-color:#449d44;border-color:#398439}.btn-success.active,.btn-success:active,.open>.dropdown-toggle.btn-success{color:#fff;background-color:#449d44;border-color:#398439}.btn-success.active.focus,.btn-success.active:focus,.btn-success.active:hover,.btn-success:active.focus,.btn-success:active:focus,.btn-success:active:hover,.open>.dropdown-toggle.btn-success.focus,.open>.dropdown-toggle.btn-success:focus,.open>.dropdown-toggle.btn-success:hover{color:#fff;background-color:#398439;border-color:#255625}.btn-success.active,.btn-success:active,.open>.dropdown-toggle.btn-success{background-image:none}.btn-success.disabled,.btn-success.disabled.active,.btn-success.disabled.focus,.btn-success.disabled:active,.btn-success.disabled:focus,.btn-success.disabled:hover,.btn-success[disabled],.btn-success[disabled].active,.btn-success[disabled].focus,.btn-success[disabled]:active,.btn-success[disabled]:focus,.btn-success[disabled]:hover,fieldset[disabled] .btn-success,fieldset[disabled] .btn-success.active,fieldset[disabled] .btn-success.focus,fieldset[disabled] .btn-success:active,fieldset[disabled] .btn-success:focus,fieldset[disabled] .btn-success:hover{background-color:#5cb85c;border-color:#4cae4c}.btn-success .badge{color:#5cb85c;background-color:#fff}.btn-info{color:#fff;background-color:#5bc0de;border-color:#46b8da}.btn-info.focus,.btn-info:focus{color:#fff;background-color:#31b0d5;border-color:#1b6d85}.btn-info:hover{color:#fff;background-color:#31b0d5;border-color:#269abc}.btn-info.active,.btn-info:active,.open>.dropdown-toggle.btn-info{color:#fff;background-color:#31b0d5;border-color:#269abc}.btn-info.active.focus,.btn-info.active:focus,.btn-info.active:hover,.btn-info:active.focus,.btn-info:active:focus,.btn-info:active:hover,.open>.dropdown-toggle.btn-info.focus,.open>.dropdown-toggle.btn-info:focus,.open>.dropdown-toggle.btn-info:hover{color:#fff;background-color:#269abc;border-color:#1b6d85}.btn-info.active,.btn-info:active,.open>.dropdown-toggle.btn-info{background-image:none}.btn-info.disabled,.btn-info.disabled.active,.btn-info.disabled.focus,.btn-info.disabled:active,.btn-info.disabled:focus,.btn-info.disabled:hover,.btn-info[disabled],.btn-info[disabled].active,.btn-info[disabled].focus,.btn-info[disabled]:active,.btn-info[disabled]:focus,.btn-info[disabled]:hover,fieldset[disabled] .btn-info,fieldset[disabled] .btn-info.active,fieldset[disabled] .btn-info.focus,fieldset[disabled] .btn-info:active,fieldset[disabled] .btn-info:focus,fieldset[disabled] .btn-info:hover{background-color:#5bc0de;border-color:#46b8da}.btn-info .badge{color:#5bc0de;background-color:#fff}.btn-warning{color:#fff;background-color:#f0ad4e;border-color:#eea236}.btn-warning.focus,.btn-warning:focus{color:#fff;background-color:#ec971f;border-color:#985f0d}.btn-warning:hover{color:#fff;background-color:#ec971f;border-color:#d58512}.btn-warning.active,.btn-warning:active,.open>.dropdown-toggle.btn-warning{color:#fff;background-color:#ec971f;border-color:#d58512}.btn-warning.active.focus,.btn-warning.active:focus,.btn-warning.active:hover,.btn-warning:active.focus,.btn-warning:active:focus,.btn-warning:active:hover,.open>.dropdown-toggle.btn-warning.focus,.open>.dropdown-toggle.btn-warning:focus,.open>.dropdown-toggle.btn-warning:hover{color:#fff;background-color:#d58512;border-color:#985f0d}.btn-warning.active,.btn-warning:active,.open>.dropdown-toggle.btn-warning{background-image:none}.btn-warning.disabled,.btn-warning.disabled.active,.btn-warning.disabled.focus,.btn-warning.disabled:active,.btn-warning.disabled:focus,.btn-warning.disabled:hover,.btn-warning[disabled],.btn-warning[disabled].active,.btn-warning[disabled].focus,.btn-warning[disabled]:active,.btn-warning[disabled]:focus,.btn-warning[disabled]:hover,fieldset[disabled] .btn-warning,fieldset[disabled] .btn-warning.active,fieldset[disabled] .btn-warning.focus,fieldset[disabled] .btn-warning:active,fieldset[disabled] .btn-warning:focus,fieldset[disabled] .btn-warning:hover{background-color:#f0ad4e;border-color:#eea236}.btn-warning .badge{color:#f0ad4e;background-color:#fff}.btn-danger{color:#fff;background-color:#d9534f;border-color:#d43f3a}.btn-danger.focus,.btn-danger:focus{color:#fff;background-color:#c9302c;border-color:#761c19}.btn-danger:hover{color:#fff;background-color:#c9302c;border-color:#ac2925}.btn-danger.active,.btn-danger:active,.open>.dropdown-toggle.btn-danger{color:#fff;background-color:#c9302c;border-color:#ac2925}.btn-danger.active.focus,.btn-danger.active:focus,.btn-danger.active:hover,.btn-danger:active.focus,.btn-danger:active:focus,.btn-danger:active:hover,.open>.dropdown-toggle.btn-danger.focus,.open>.dropdown-toggle.btn-danger:focus,.open>.dropdown-toggle.btn-danger:hover{color:#fff;background-color:#ac2925;border-color:#761c19}.btn-danger.active,.btn-danger:active,.open>.dropdown-toggle.btn-danger{background-image:none}.btn-danger.disabled,.btn-danger.disabled.active,.btn-danger.disabled.focus,.btn-danger.disabled:active,.btn-danger.disabled:focus,.btn-danger.disabled:hover,.btn-danger[disabled],.btn-danger[disabled].active,.btn-danger[disabled].focus,.btn-danger[disabled]:active,.btn-danger[disabled]:focus,.btn-danger[disabled]:hover,fieldset[disabled] .btn-danger,fieldset[disabled] .btn-danger.active,fieldset[disabled] .btn-danger.focus,fieldset[disabled] .btn-danger:active,fieldset[disabled] .btn-danger:focus,fieldset[disabled] .btn-danger:hover{background-color:#d9534f;border-color:#d43f3a}.btn-danger .badge{color:#d9534f;background-color:#fff}.btn-link{font-weight:400;color:#337ab7;border-radius:0}.btn-link,.btn-link.active,.btn-link:active,.btn-link[disabled],fieldset[disabled] .btn-link{background-color:transparent;-webkit-box-shadow:none;box-shadow:none}.btn-link,.btn-link:active,.btn-link:focus,.btn-link:hover{border-color:transparent}.btn-link:focus,.btn-link:hover{color:#23527c;text-decoration:underline;background-color:transparent}.btn-link[disabled]:focus,.btn-link[disabled]:hover,fieldset[disabled] .btn-link:focus,fieldset[disabled] .btn-link:hover{color:#777;text-decoration:none}.btn-group-lg>.btn,.btn-lg{padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}.btn-group-sm>.btn,.btn-sm{padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}.btn-group-xs>.btn,.btn-xs{padding:1px 5px;font-size:12px;line-height:1.5;border-radius:3px}.btn-block{display:block;width:100%}.btn-block+.btn-block{margin-top:5px}input[type=button].btn-block,input[type=reset].btn-block,input[type=submit].btn-block{width:100%}.fade{opacity:0;-webkit-transition:opacity .15s linear;-o-transition:opacity .15s linear;transition:opacity .15s linear}.fade.in{opacity:1}.collapse{display:none}.collapse.in{display:block}tr.collapse.in{display:table-row}tbody.collapse.in{display:table-row-group}.collapsing{position:relative;height:0;overflow:hidden;-webkit-transition-timing-function:ease;-o-transition-timing-function:ease;transition-timing-function:ease;-webkit-transition-duration:.35s;-o-transition-duration:.35s;transition-duration:.35s;-webkit-transition-property:height,visibility;-o-transition-property:height,visibility;transition-property:height,visibility}.caret{display:inline-block;width:0;height:0;margin-left:2px;vertical-align:middle;border-top:4px dashed;border-top:4px solid\9;border-right:4px solid transparent;border-left:4px solid transparent}.dropdown,.dropup{position:relative}.dropdown-toggle:focus{outline:0}.dropdown-menu{position:absolute;top:100%;left:0;z-index:1000;display:none;float:left;min-width:160px;padding:5px 0;margin:2px 0 0;font-size:14px;text-align:left;list-style:none;background-color:#fff;-webkit-background-clip:padding-box;background-clip:padding-box;border:1px solid #ccc;border:1px solid rgba(0,0,0,.15);border-radius:4px;-webkit-box-shadow:0 6px 12px rgba(0,0,0,.175);box-shadow:0 6px 12px rgba(0,0,0,.175)}.dropdown-menu.pull-right{right:0;left:auto}.dropdown-menu .divider{height:1px;margin:9px 0;overflow:hidden;background-color:#e5e5e5}.dropdown-menu>li>a{display:block;padding:3px 20px;clear:both;font-weight:400;line-height:1.42857143;color:#333;white-space:nowrap}.dropdown-menu>li>a:focus,.dropdown-menu>li>a:hover{color:#262626;text-decoration:none;background-color:#f5f5f5}.dropdown-menu>.active>a,.dropdown-menu>.active>a:focus,.dropdown-menu>.active>a:hover{color:#fff;text-decoration:none;background-color:#337ab7;outline:0}.dropdown-menu>.disabled>a,.dropdown-menu>.disabled>a:focus,.dropdown-menu>.disabled>a:hover{color:#777}.dropdown-menu>.disabled>a:focus,.dropdown-menu>.disabled>a:hover{text-decoration:none;cursor:not-allowed;background-color:transparent;background-image:none;filter:progid:DXImageTransform.Microsoft.gradient(enabled=false)}.open>.dropdown-menu{display:block}.open>a{outline:0}.dropdown-menu-right{right:0;left:auto}.dropdown-menu-left{right:auto;left:0}.dropdown-header{display:block;padding:3px 20px;font-size:12px;line-height:1.42857143;color:#777;white-space:nowrap}.dropdown-backdrop{position:fixed;top:0;right:0;bottom:0;left:0;z-index:990}.pull-right>.dropdown-menu{right:0;left:auto}.dropup .caret,.navbar-fixed-bottom .dropdown .caret{content:"";border-top:0;border-bottom:4px dashed;border-bottom:4px solid\9}.dropup .dropdown-menu,.navbar-fixed-bottom .dropdown .dropdown-menu{top:auto;bottom:100%;margin-bottom:2px}@media (min-width:768px){.navbar-right .dropdown-menu{right:0;left:auto}.navbar-right .dropdown-menu-left{right:auto;left:0}}.btn-group,.btn-group-vertical{position:relative;display:inline-block;vertical-align:middle}.btn-group-vertical>.btn,.btn-group>.btn{position:relative;float:left}.btn-group-vertical>.btn.active,.btn-group-vertical>.btn:active,.btn-group-vertical>.btn:focus,.btn-group-vertical>.btn:hover,.btn-group>.btn.active,.btn-group>.btn:active,.btn-group>.btn:focus,.btn-group>.btn:hover{z-index:2}.btn-group .btn+.btn,.btn-group .btn+.btn-group,.btn-group .btn-group+.btn,.btn-group .btn-group+.btn-group{margin-left:-1px}.btn-toolbar{margin-left:-5px}.btn-toolbar .btn,.btn-toolbar .btn-group,.btn-toolbar .input-group{float:left}.btn-toolbar>.btn,.btn-toolbar>.btn-group,.btn-toolbar>.input-group{margin-left:5px}.btn-group>.btn:not(:first-child):not(:last-child):not(.dropdown-toggle){border-radius:0}.btn-group>.btn:first-child{margin-left:0}.btn-group>.btn:first-child:not(:last-child):not(.dropdown-toggle){border-top-right-radius:0;border-bottom-right-radius:0}.btn-group>.btn:last-child:not(:first-child),.btn-group>.dropdown-toggle:not(:first-child){border-top-left-radius:0;border-bottom-left-radius:0}.btn-group>.btn-group{float:left}.btn-group>.btn-group:not(:first-child):not(:last-child)>.btn{border-radius:0}.btn-group>.btn-group:first-child:not(:last-child)>.btn:last-child,.btn-group>.btn-group:first-child:not(:last-child)>.dropdown-toggle{border-top-right-radius:0;border-bottom-right-radius:0}.btn-group>.btn-group:last-child:not(:first-child)>.btn:first-child{border-top-left-radius:0;border-bottom-left-radius:0}.btn-group .dropdown-toggle:active,.btn-group.open .dropdown-toggle{outline:0}.btn-group>.btn+.dropdown-toggle{padding-right:8px;padding-left:8px}.btn-group>.btn-lg+.dropdown-toggle{padding-right:12px;padding-left:12px}.btn-group.open .dropdown-toggle{-webkit-box-shadow:inset 0 3px 5px rgba(0,0,0,.125);box-shadow:inset 0 3px 5px rgba(0,0,0,.125)}.btn-group.open .dropdown-toggle.btn-link{-webkit-box-shadow:none;box-shadow:none}.btn .caret{margin-left:0}.btn-lg .caret{border-width:5px 5px 0;border-bottom-width:0}.dropup .btn-lg .caret{border-width:0 5px 5px}.btn-group-vertical>.btn,.btn-group-vertical>.btn-group,.btn-group-vertical>.btn-group>.btn{display:block;float:none;width:100%;max-width:100%}.btn-group-vertical>.btn-group>.btn{float:none}.btn-group-vertical>.btn+.btn,.btn-group-vertical>.btn+.btn-group,.btn-group-vertical>.btn-group+.btn,.btn-group-vertical>.btn-group+.btn-group{margin-top:-1px;margin-left:0}.btn-group-vertical>.btn:not(:first-child):not(:last-child){border-radius:0}.btn-group-vertical>.btn:first-child:not(:last-child){border-top-right-radius:4px;border-bottom-right-radius:0;border-bottom-left-radius:0}.btn-group-vertical>.btn:last-child:not(:first-child){border-top-left-radius:0;border-top-right-radius:0;border-bottom-left-radius:4px}.btn-group-vertical>.btn-group:not(:first-child):not(:last-child)>.btn{border-radius:0}.btn-group-vertical>.btn-group:first-child:not(:last-child)>.btn:last-child,.btn-group-vertical>.btn-group:first-child:not(:last-child)>.dropdown-toggle{border-bottom-right-radius:0;border-bottom-left-radius:0}.btn-group-vertical>.btn-group:last-child:not(:first-child)>.btn:first-child{border-top-left-radius:0;border-top-right-radius:0}.btn-group-justified{display:table;width:100%;table-layout:fixed;border-collapse:separate}.btn-group-justified>.btn,.btn-group-justified>.btn-group{display:table-cell;float:none;width:1%}.btn-group-justified>.btn-group .btn{width:100%}.btn-group-justified>.btn-group .dropdown-menu{left:auto}[data-toggle=buttons]>.btn input[type=checkbox],[data-toggle=buttons]>.btn input[type=radio],[data-toggle=buttons]>.btn-group>.btn input[type=checkbox],[data-toggle=buttons]>.btn-group>.btn input[type=radio]{position:absolute;clip:rect(0,0,0,0);pointer-events:none}.input-group{position:relative;display:table;border-collapse:separate}.input-group[class*=col-]{float:none;padding-right:0;padding-left:0}.input-group .form-control{position:relative;z-index:2;float:left;width:100%;margin-bottom:0}.input-group-lg>.form-control,.input-group-lg>.input-group-addon,.input-group-lg>.input-group-btn>.btn{height:46px;padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}select.input-group-lg>.form-control,select.input-group-lg>.input-group-addon,select.input-group-lg>.input-group-btn>.btn{height:46px;line-height:46px}select[multiple].input-group-lg>.form-control,select[multiple].input-group-lg>.input-group-addon,select[multiple].input-group-lg>.input-group-btn>.btn,textarea.input-group-lg>.form-control,textarea.input-group-lg>.input-group-addon,textarea.input-group-lg>.input-group-btn>.btn{height:auto}.input-group-sm>.form-control,.input-group-sm>.input-group-addon,.input-group-sm>.input-group-btn>.btn{height:30px;padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}select.input-group-sm>.form-control,select.input-group-sm>.input-group-addon,select.input-group-sm>.input-group-btn>.btn{height:30px;line-height:30px}select[multiple].input-group-sm>.form-control,select[multiple].input-group-sm>.input-group-addon,select[multiple].input-group-sm>.input-group-btn>.btn,textarea.input-group-sm>.form-control,textarea.input-group-sm>.input-group-addon,textarea.input-group-sm>.input-group-btn>.btn{height:auto}.input-group .form-control,.input-group-addon,.input-group-btn{display:table-cell}.input-group .form-control:not(:first-child):not(:last-child),.input-group-addon:not(:first-child):not(:last-child),.input-group-btn:not(:first-child):not(:last-child){border-radius:0}.input-group-addon,.input-group-btn{width:1%;white-space:nowrap;vertical-align:middle}.input-group-addon{padding:6px 12px;font-size:14px;font-weight:400;line-height:1;color:#555;text-align:center;background-color:#eee;border:1px solid #ccc;border-radius:4px}.input-group-addon.input-sm{padding:5px 10px;font-size:12px;border-radius:3px}.input-group-addon.input-lg{padding:10px 16px;font-size:18px;border-radius:6px}.input-group-addon input[type=checkbox],.input-group-addon input[type=radio]{margin-top:0}.input-group .form-control:first-child,.input-group-addon:first-child,.input-group-btn:first-child>.btn,.input-group-btn:first-child>.btn-group>.btn,.input-group-btn:first-child>.dropdown-toggle,.input-group-btn:last-child>.btn-group:not(:last-child)>.btn,.input-group-btn:last-child>.btn:not(:last-child):not(.dropdown-toggle){border-top-right-radius:0;border-bottom-right-radius:0}.input-group-addon:first-child{border-right:0}.input-group .form-control:last-child,.input-group-addon:last-child,.input-group-btn:first-child>.btn-group:not(:first-child)>.btn,.input-group-btn:first-child>.btn:not(:first-child),.input-group-btn:last-child>.btn,.input-group-btn:last-child>.btn-group>.btn,.input-group-btn:last-child>.dropdown-toggle{border-top-left-radius:0;border-bottom-left-radius:0}.input-group-addon:last-child{border-left:0}.input-group-btn{position:relative;font-size:0;white-space:nowrap}.input-group-btn>.btn{position:relative}.input-group-btn>.btn+.btn{margin-left:-1px}.input-group-btn>.btn:active,.input-group-btn>.btn:focus,.input-group-btn>.btn:hover{z-index:2}.input-group-btn:first-child>.btn,.input-group-btn:first-child>.btn-group{margin-right:-1px}.input-group-btn:last-child>.btn,.input-group-btn:last-child>.btn-group{z-index:2;margin-left:-1px}.nav{padding-left:0;margin-bottom:0;list-style:none}.nav>li{position:relative;display:block}.nav>li>a{position:relative;display:block;padding:10px 15px}.nav>li>a:focus,.nav>li>a:hover{text-decoration:none;background-color:#eee}.nav>li.disabled>a{color:#777}.nav>li.disabled>a:focus,.nav>li.disabled>a:hover{color:#777;text-decoration:none;cursor:not-allowed;background-color:transparent}.nav .open>a,.nav .open>a:focus,.nav .open>a:hover{background-color:#eee;border-color:#337ab7}.nav .nav-divider{height:1px;margin:9px 0;overflow:hidden;background-color:#e5e5e5}.nav>li>a>img{max-width:none}.nav-tabs{border-bottom:1px solid #ddd}.nav-tabs>li{float:left;margin-bottom:-1px}.nav-tabs>li>a{margin-right:2px;line-height:1.42857143;border:1px solid transparent;border-radius:4px 4px 0 0}.nav-tabs>li>a:hover{border-color:#eee #eee #ddd}.nav-tabs>li.active>a,.nav-tabs>li.active>a:focus,.nav-tabs>li.active>a:hover{color:#555;cursor:default;background-color:#fff;border:1px solid #ddd;border-bottom-color:transparent}.nav-tabs.nav-justified{width:100%;border-bottom:0}.nav-tabs.nav-justified>li{float:none}.nav-tabs.nav-justified>li>a{margin-bottom:5px;text-align:center}.nav-tabs.nav-justified>.dropdown .dropdown-menu{top:auto;left:auto}@media (min-width:768px){.nav-tabs.nav-justified>li{display:table-cell;width:1%}.nav-tabs.nav-justified>li>a{margin-bottom:0}}.nav-tabs.nav-justified>li>a{margin-right:0;border-radius:4px}.nav-tabs.nav-justified>.active>a,.nav-tabs.nav-justified>.active>a:focus,.nav-tabs.nav-justified>.active>a:hover{border:1px solid #ddd}@media (min-width:768px){.nav-tabs.nav-justified>li>a{border-bottom:1px solid #ddd;border-radius:4px 4px 0 0}.nav-tabs.nav-justified>.active>a,.nav-tabs.nav-justified>.active>a:focus,.nav-tabs.nav-justified>.active>a:hover{border-bottom-color:#fff}}.nav-pills>li{float:left}.nav-pills>li>a{border-radius:4px}.nav-pills>li+li{margin-left:2px}.nav-pills>li.active>a,.nav-pills>li.active>a:focus,.nav-pills>li.active>a:hover{color:#fff;background-color:#337ab7}.nav-stacked>li{float:none}.nav-stacked>li+li{margin-top:2px;margin-left:0}.nav-justified{width:100%}.nav-justified>li{float:none}.nav-justified>li>a{margin-bottom:5px;text-align:center}.nav-justified>.dropdown .dropdown-menu{top:auto;left:auto}@media (min-width:768px){.nav-justified>li{display:table-cell;width:1%}.nav-justified>li>a{margin-bottom:0}}.nav-tabs-justified{border-bottom:0}.nav-tabs-justified>li>a{margin-right:0;border-radius:4px}.nav-tabs-justified>.active>a,.nav-tabs-justified>.active>a:focus,.nav-tabs-justified>.active>a:hover{border:1px solid #ddd}@media (min-width:768px){.nav-tabs-justified>li>a{border-bottom:1px solid #ddd;border-radius:4px 4px 0 0}.nav-tabs-justified>.active>a,.nav-tabs-justified>.active>a:focus,.nav-tabs-justified>.active>a:hover{border-bottom-color:#fff}}.tab-content>.tab-pane{display:none}.tab-content>.active{display:block}.nav-tabs .dropdown-menu{margin-top:-1px;border-top-left-radius:0;border-top-right-radius:0}.navbar{position:relative;min-height:50px;margin-bottom:20px;border:1px solid transparent}@media (min-width:768px){.navbar{border-radius:4px}}@media (min-width:768px){.navbar-header{float:left}}.navbar-collapse{padding-right:15px;padding-left:15px;overflow-x:visible;-webkit-overflow-scrolling:touch;border-top:1px solid transparent;-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,.1);box-shadow:inset 0 1px 0 rgba(255,255,255,.1)}.navbar-collapse.in{overflow-y:auto}@media (min-width:768px){.navbar-collapse{width:auto;border-top:0;-webkit-box-shadow:none;box-shadow:none}.navbar-collapse.collapse{display:block!important;height:auto!important;padding-bottom:0;overflow:visible!important}.navbar-collapse.in{overflow-y:visible}.navbar-fixed-bottom .navbar-collapse,.navbar-fixed-top .navbar-collapse,.navbar-static-top .navbar-collapse{padding-right:0;padding-left:0}}.navbar-fixed-bottom .navbar-collapse,.navbar-fixed-top .navbar-collapse{max-height:340px}@media (max-device-width:480px) and (orientation:landscape){.navbar-fixed-bottom .navbar-collapse,.navbar-fixed-top .navbar-collapse{max-height:200px}}.container-fluid>.navbar-collapse,.container-fluid>.navbar-header,.container>.navbar-collapse,.container>.navbar-header{margin-right:-15px;margin-left:-15px}@media (min-width:768px){.container-fluid>.navbar-collapse,.container-fluid>.navbar-header,.container>.navbar-collapse,.container>.navbar-header{margin-right:0;margin-left:0}}.navbar-static-top{z-index:1000;border-width:0 0 1px}@media (min-width:768px){.navbar-static-top{border-radius:0}}.navbar-fixed-bottom,.navbar-fixed-top{position:fixed;right:0;left:0;z-index:1030}@media (min-width:768px){.navbar-fixed-bottom,.navbar-fixed-top{border-radius:0}}.navbar-fixed-top{top:0;border-width:0 0 1px}.navbar-fixed-bottom{bottom:0;margin-bottom:0;border-width:1px 0 0}.navbar-brand{float:left;height:50px;padding:15px 15px;font-size:18px;line-height:20px}.navbar-brand:focus,.navbar-brand:hover{text-decoration:none}.navbar-brand>img{display:block}@media (min-width:768px){.navbar>.container .navbar-brand,.navbar>.container-fluid .navbar-brand{margin-left:-15px}}.navbar-toggle{position:relative;float:right;padding:9px 10px;margin-top:8px;margin-right:15px;margin-bottom:8px;background-color:transparent;background-image:none;border:1px solid transparent;border-radius:4px}.navbar-toggle:focus{outline:0}.navbar-toggle .icon-bar{display:block;width:22px;height:2px;border-radius:1px}.navbar-toggle .icon-bar+.icon-bar{margin-top:4px}@media (min-width:768px){.navbar-toggle{display:none}}.navbar-nav{margin:7.5px -15px}.navbar-nav>li>a{padding-top:10px;padding-bottom:10px;line-height:20px}@media (max-width:767px){.navbar-nav .open .dropdown-menu{position:static;float:none;width:auto;margin-top:0;background-color:transparent;border:0;-webkit-box-shadow:none;box-shadow:none}.navbar-nav .open .dropdown-menu .dropdown-header,.navbar-nav .open .dropdown-menu>li>a{padding:5px 15px 5px 25px}.navbar-nav .open .dropdown-menu>li>a{line-height:20px}.navbar-nav .open .dropdown-menu>li>a:focus,.navbar-nav .open .dropdown-menu>li>a:hover{background-image:none}}@media (min-width:768px){.navbar-nav{float:left;margin:0}.navbar-nav>li{float:left}.navbar-nav>li>a{padding-top:15px;padding-bottom:15px}}.navbar-form{padding:10px 15px;margin-top:8px;margin-right:-15px;margin-bottom:8px;margin-left:-15px;border-top:1px solid transparent;border-bottom:1px solid transparent;-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,.1),0 1px 0 rgba(255,255,255,.1);box-shadow:inset 0 1px 0 rgba(255,255,255,.1),0 1px 0 rgba(255,255,255,.1)}@media (min-width:768px){.navbar-form .form-group{display:inline-block;margin-bottom:0;vertical-align:middle}.navbar-form .form-control{display:inline-block;width:auto;vertical-align:middle}.navbar-form .form-control-static{display:inline-block}.navbar-form .input-group{display:inline-table;vertical-align:middle}.navbar-form .input-group .form-control,.navbar-form .input-group .input-group-addon,.navbar-form .input-group .input-group-btn{width:auto}.navbar-form .input-group>.form-control{width:100%}.navbar-form .control-label{margin-bottom:0;vertical-align:middle}.navbar-form .checkbox,.navbar-form .radio{display:inline-block;margin-top:0;margin-bottom:0;vertical-align:middle}.navbar-form .checkbox label,.navbar-form .radio label{padding-left:0}.navbar-form .checkbox input[type=checkbox],.navbar-form .radio input[type=radio]{position:relative;margin-left:0}.navbar-form .has-feedback .form-control-feedback{top:0}}@media (max-width:767px){.navbar-form .form-group{margin-bottom:5px}.navbar-form .form-group:last-child{margin-bottom:0}}@media (min-width:768px){.navbar-form{width:auto;padding-top:0;padding-bottom:0;margin-right:0;margin-left:0;border:0;-webkit-box-shadow:none;box-shadow:none}}.navbar-nav>li>.dropdown-menu{margin-top:0;border-top-left-radius:0;border-top-right-radius:0}.navbar-fixed-bottom .navbar-nav>li>.dropdown-menu{margin-bottom:0;border-top-left-radius:4px;border-top-right-radius:4px;border-bottom-right-radius:0;border-bottom-left-radius:0}.navbar-btn{margin-top:8px;margin-bottom:8px}.navbar-btn.btn-sm{margin-top:10px;margin-bottom:10px}.navbar-btn.btn-xs{margin-top:14px;margin-bottom:14px}.navbar-text{margin-top:15px;margin-bottom:15px}@media (min-width:768px){.navbar-text{float:left;margin-right:15px;margin-left:15px}}@media (min-width:768px){.navbar-left{float:left!important}.navbar-right{float:right!important;margin-right:-15px}.navbar-right~.navbar-right{margin-right:0}}.navbar-default{background-color:#f8f8f8;border-color:#e7e7e7}.navbar-default .navbar-brand{color:#777}.navbar-default .navbar-brand:focus,.navbar-default .navbar-brand:hover{color:#5e5e5e;background-color:transparent}.navbar-default .navbar-text{color:#777}.navbar-default .navbar-nav>li>a{color:#777}.navbar-default .navbar-nav>li>a:focus,.navbar-default .navbar-nav>li>a:hover{color:#333;background-color:transparent}.navbar-default .navbar-nav>.active>a,.navbar-default .navbar-nav>.active>a:focus,.navbar-default .navbar-nav>.active>a:hover{color:#555;background-color:#e7e7e7}.navbar-default .navbar-nav>.disabled>a,.navbar-default .navbar-nav>.disabled>a:focus,.navbar-default .navbar-nav>.disabled>a:hover{color:#ccc;background-color:transparent}.navbar-default .navbar-toggle{border-color:#ddd}.navbar-default .navbar-toggle:focus,.navbar-default .navbar-toggle:hover{background-color:#ddd}.navbar-default .navbar-toggle .icon-bar{background-color:#888}.navbar-default .navbar-collapse,.navbar-default .navbar-form{border-color:#e7e7e7}.navbar-default .navbar-nav>.open>a,.navbar-default .navbar-nav>.open>a:focus,.navbar-default .navbar-nav>.open>a:hover{color:#555;background-color:#e7e7e7}@media (max-width:767px){.navbar-default .navbar-nav .open .dropdown-menu>li>a{color:#777}.navbar-default .navbar-nav .open .dropdown-menu>li>a:focus,.navbar-default .navbar-nav .open .dropdown-menu>li>a:hover{color:#333;background-color:transparent}.navbar-default .navbar-nav .open .dropdown-menu>.active>a,.navbar-default .navbar-nav .open .dropdown-menu>.active>a:focus,.navbar-default .navbar-nav .open .dropdown-menu>.active>a:hover{color:#555;background-color:#e7e7e7}.navbar-default .navbar-nav .open .dropdown-menu>.disabled>a,.navbar-default .navbar-nav .open .dropdown-menu>.disabled>a:focus,.navbar-default .navbar-nav .open .dropdown-menu>.disabled>a:hover{color:#ccc;background-color:transparent}}.navbar-default .navbar-link{color:#777}.navbar-default .navbar-link:hover{color:#333}.navbar-default .btn-link{color:#777}.navbar-default .btn-link:focus,.navbar-default .btn-link:hover{color:#333}.navbar-default .btn-link[disabled]:focus,.navbar-default .btn-link[disabled]:hover,fieldset[disabled] .navbar-default .btn-link:focus,fieldset[disabled] .navbar-default .btn-link:hover{color:#ccc}.navbar-inverse{background-color:#222;border-color:#080808}.navbar-inverse .navbar-brand{color:#9d9d9d}.navbar-inverse .navbar-brand:focus,.navbar-inverse .navbar-brand:hover{color:#fff;background-color:transparent}.navbar-inverse .navbar-text{color:#9d9d9d}.navbar-inverse .navbar-nav>li>a{color:#9d9d9d}.navbar-inverse .navbar-nav>li>a:focus,.navbar-inverse .navbar-nav>li>a:hover{color:#fff;background-color:transparent}.navbar-inverse .navbar-nav>.active>a,.navbar-inverse .navbar-nav>.active>a:focus,.navbar-inverse .navbar-nav>.active>a:hover{color:#fff;background-color:#080808}.navbar-inverse .navbar-nav>.disabled>a,.navbar-inverse .navbar-nav>.disabled>a:focus,.navbar-inverse .navbar-nav>.disabled>a:hover{color:#444;background-color:transparent}.navbar-inverse .navbar-toggle{border-color:#333}.navbar-inverse .navbar-toggle:focus,.navbar-inverse .navbar-toggle:hover{background-color:#333}.navbar-inverse .navbar-toggle .icon-bar{background-color:#fff}.navbar-inverse .navbar-collapse,.navbar-inverse .navbar-form{border-color:#101010}.navbar-inverse .navbar-nav>.open>a,.navbar-inverse .navbar-nav>.open>a:focus,.navbar-inverse .navbar-nav>.open>a:hover{color:#fff;background-color:#080808}@media (max-width:767px){.navbar-inverse .navbar-nav .open .dropdown-menu>.dropdown-header{border-color:#080808}.navbar-inverse .navbar-nav .open .dropdown-menu .divider{background-color:#080808}.navbar-inverse .navbar-nav .open .dropdown-menu>li>a{color:#9d9d9d}.navbar-inverse .navbar-nav .open .dropdown-menu>li>a:focus,.navbar-inverse .navbar-nav .open .dropdown-menu>li>a:hover{color:#fff;background-color:transparent}.navbar-inverse .navbar-nav .open .dropdown-menu>.active>a,.navbar-inverse .navbar-nav .open .dropdown-menu>.active>a:focus,.navbar-inverse .navbar-nav .open .dropdown-menu>.active>a:hover{color:#fff;background-color:#080808}.navbar-inverse .navbar-nav .open .dropdown-menu>.disabled>a,.navbar-inverse .navbar-nav .open .dropdown-menu>.disabled>a:focus,.navbar-inverse .navbar-nav .open .dropdown-menu>.disabled>a:hover{color:#444;background-color:transparent}}.navbar-inverse .navbar-link{color:#9d9d9d}.navbar-inverse .navbar-link:hover{color:#fff}.navbar-inverse .btn-link{color:#9d9d9d}.navbar-inverse .btn-link:focus,.navbar-inverse .btn-link:hover{color:#fff}.navbar-inverse .btn-link[disabled]:focus,.navbar-inverse .btn-link[disabled]:hover,fieldset[disabled] .navbar-inverse .btn-link:focus,fieldset[disabled] .navbar-inverse .btn-link:hover{color:#444}.breadcrumb{padding:8px 15px;margin-bottom:20px;list-style:none;background-color:#f5f5f5;border-radius:4px}.breadcrumb>li{display:inline-block}.breadcrumb>li+li:before{padding:0 5px;color:#ccc;content:"/\00a0"}.breadcrumb>.active{color:#777}.pagination{display:inline-block;padding-left:0;margin:20px 0;border-radius:4px}.pagination>li{display:inline}.pagination>li>a,.pagination>li>span{position:relative;float:left;padding:6px 12px;margin-left:-1px;line-height:1.42857143;color:#337ab7;text-decoration:none;background-color:#fff;border:1px solid #ddd}.pagination>li:first-child>a,.pagination>li:first-child>span{margin-left:0;border-top-left-radius:4px;border-bottom-left-radius:4px}.pagination>li:last-child>a,.pagination>li:last-child>span{border-top-right-radius:4px;border-bottom-right-radius:4px}.pagination>li>a:focus,.pagination>li>a:hover,.pagination>li>span:focus,.pagination>li>span:hover{z-index:3;color:#23527c;background-color:#eee;border-color:#ddd}.pagination>.active>a,.pagination>.active>a:focus,.pagination>.active>a:hover,.pagination>.active>span,.pagination>.active>span:focus,.pagination>.active>span:hover{z-index:2;color:#fff;cursor:default;background-color:#337ab7;border-color:#337ab7}.pagination>.disabled>a,.pagination>.disabled>a:focus,.pagination>.disabled>a:hover,.pagination>.disabled>span,.pagination>.disabled>span:focus,.pagination>.disabled>span:hover{color:#777;cursor:not-allowed;background-color:#fff;border-color:#ddd}.pagination-lg>li>a,.pagination-lg>li>span{padding:10px 16px;font-size:18px;line-height:1.3333333}.pagination-lg>li:first-child>a,.pagination-lg>li:first-child>span{border-top-left-radius:6px;border-bottom-left-radius:6px}.pagination-lg>li:last-child>a,.pagination-lg>li:last-child>span{border-top-right-radius:6px;border-bottom-right-radius:6px}.pagination-sm>li>a,.pagination-sm>li>span{padding:5px 10px;font-size:12px;line-height:1.5}.pagination-sm>li:first-child>a,.pagination-sm>li:first-child>span{border-top-left-radius:3px;border-bottom-left-radius:3px}.pagination-sm>li:last-child>a,.pagination-sm>li:last-child>span{border-top-right-radius:3px;border-bottom-right-radius:3px}.pager{padding-left:0;margin:20px 0;text-align:center;list-style:none}.pager li{display:inline}.pager li>a,.pager li>span{display:inline-block;padding:5px 14px;background-color:#fff;border:1px solid #ddd;border-radius:15px}.pager li>a:focus,.pager li>a:hover{text-decoration:none;background-color:#eee}.pager .next>a,.pager .next>span{float:right}.pager .previous>a,.pager .previous>span{float:left}.pager .disabled>a,.pager .disabled>a:focus,.pager .disabled>a:hover,.pager .disabled>span{color:#777;cursor:not-allowed;background-color:#fff}.label{display:inline;padding:.2em .6em .3em;font-size:75%;font-weight:700;line-height:1;color:#fff;text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:.25em}a.label:focus,a.label:hover{color:#fff;text-decoration:none;cursor:pointer}.label:empty{display:none}.btn .label{position:relative;top:-1px}.label-default{background-color:#777}.label-default[href]:focus,.label-default[href]:hover{background-color:#5e5e5e}.label-primary{background-color:#337ab7}.label-primary[href]:focus,.label-primary[href]:hover{background-color:#286090}.label-success{background-color:#5cb85c}.label-success[href]:focus,.label-success[href]:hover{background-color:#449d44}.label-info{background-color:#5bc0de}.label-info[href]:focus,.label-info[href]:hover{background-color:#31b0d5}.label-warning{background-color:#f0ad4e}.label-warning[href]:focus,.label-warning[href]:hover{background-color:#ec971f}.label-danger{background-color:#d9534f}.label-danger[href]:focus,.label-danger[href]:hover{background-color:#c9302c}.badge{display:inline-block;min-width:10px;padding:3px 7px;font-size:12px;font-weight:700;line-height:1;color:#fff;text-align:center;white-space:nowrap;vertical-align:middle;background-color:#777;border-radius:10px}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.btn-group-xs>.btn .badge,.btn-xs .badge{top:0;padding:1px 5px}a.badge:focus,a.badge:hover{color:#fff;text-decoration:none;cursor:pointer}.list-group-item.active>.badge,.nav-pills>.active>a>.badge{color:#337ab7;background-color:#fff}.list-group-item>.badge{float:right}.list-group-item>.badge+.badge{margin-right:5px}.nav-pills>li>a>.badge{margin-left:3px}.jumbotron{padding-top:30px;padding-bottom:30px;margin-bottom:30px;color:inherit;background-color:#eee}.jumbotron .h1,.jumbotron h1{color:inherit}.jumbotron p{margin-bottom:15px;font-size:21px;font-weight:200}.jumbotron>hr{border-top-color:#d5d5d5}.container .jumbotron,.container-fluid .jumbotron{border-radius:6px}.jumbotron .container{max-width:100%}@media screen and (min-width:768px){.jumbotron{padding-top:48px;padding-bottom:48px}.container .jumbotron,.container-fluid .jumbotron{padding-right:60px;padding-left:60px}.jumbotron .h1,.jumbotron h1{font-size:63px}}.thumbnail{display:block;padding:4px;margin-bottom:20px;line-height:1.42857143;background-color:#fff;border:1px solid #ddd;border-radius:4px;-webkit-transition:border .2s ease-in-out;-o-transition:border .2s ease-in-out;transition:border .2s ease-in-out}.thumbnail a>img,.thumbnail>img{margin-right:auto;margin-left:auto}a.thumbnail.active,a.thumbnail:focus,a.thumbnail:hover{border-color:#337ab7}.thumbnail .caption{padding:9px;color:#333}.alert{padding:15px;margin-bottom:20px;border:1px solid transparent;border-radius:4px}.alert h4{margin-top:0;color:inherit}.alert .alert-link{font-weight:700}.alert>p,.alert>ul{margin-bottom:0}.alert>p+p{margin-top:5px}.alert-dismissable,.alert-dismissible{padding-right:35px}.alert-dismissable .close,.alert-dismissible .close{position:relative;top:-2px;right:-21px;color:inherit}.alert-success{color:#3c763d;background-color:#dff0d8;border-color:#d6e9c6}.alert-success hr{border-top-color:#c9e2b3}.alert-success .alert-link{color:#2b542c}.alert-info{color:#31708f;background-color:#d9edf7;border-color:#bce8f1}.alert-info hr{border-top-color:#a6e1ec}.alert-info .alert-link{color:#245269}.alert-warning{color:#8a6d3b;background-color:#fcf8e3;border-color:#faebcc}.alert-warning hr{border-top-color:#f7e1b5}.alert-warning .alert-link{color:#66512c}.alert-danger{color:#a94442;background-color:#f2dede;border-color:#ebccd1}.alert-danger hr{border-top-color:#e4b9c0}.alert-danger .alert-link{color:#843534}@-webkit-keyframes progress-bar-stripes{from{background-position:40px 0}to{background-position:0 0}}@-o-keyframes progress-bar-stripes{from{background-position:40px 0}to{background-position:0 0}}@keyframes progress-bar-stripes{from{background-position:40px 0}to{background-position:0 0}}.progress{height:20px;margin-bottom:20px;overflow:hidden;background-color:#f5f5f5;border-radius:4px;-webkit-box-shadow:inset 0 1px 2px rgba(0,0,0,.1);box-shadow:inset 0 1px 2px rgba(0,0,0,.1)}.progress-bar{float:left;width:0;height:100%;font-size:12px;line-height:20px;color:#fff;text-align:center;background-color:#337ab7;-webkit-box-shadow:inset 0 -1px 0 rgba(0,0,0,.15);box-shadow:inset 0 -1px 0 rgba(0,0,0,.15);-webkit-transition:width .6s ease;-o-transition:width .6s ease;transition:width .6s ease}.progress-bar-striped,.progress-striped .progress-bar{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);-webkit-background-size:40px 40px;background-size:40px 40px}.progress-bar.active,.progress.active .progress-bar{-webkit-animation:progress-bar-stripes 2s linear infinite;-o-animation:progress-bar-stripes 2s linear infinite;animation:progress-bar-stripes 2s linear infinite}.progress-bar-success{background-color:#5cb85c}.progress-striped .progress-bar-success{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.progress-bar-info{background-color:#5bc0de}.progress-striped .progress-bar-info{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.progress-bar-warning{background-color:#f0ad4e}.progress-striped .progress-bar-warning{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.progress-bar-danger{background-color:#d9534f}.progress-striped .progress-bar-danger{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.media{margin-top:15px}.media:first-child{margin-top:0}.media,.media-body{overflow:hidden;zoom:1}.media-body{width:10000px}.media-object{display:block}.media-object.img-thumbnail{max-width:none}.media-right,.media>.pull-right{padding-left:10px}.media-left,.media>.pull-left{padding-right:10px}.media-body,.media-left,.media-right{display:table-cell;vertical-align:top}.media-middle{vertical-align:middle}.media-bottom{vertical-align:bottom}.media-heading{margin-top:0;margin-bottom:5px}.media-list{padding-left:0;list-style:none}.list-group{padding-left:0;margin-bottom:20px}.list-group-item{position:relative;display:block;padding:10px 15px;margin-bottom:-1px;background-color:#fff;border:1px solid #ddd}.list-group-item:first-child{border-top-left-radius:4px;border-top-right-radius:4px}.list-group-item:last-child{margin-bottom:0;border-bottom-right-radius:4px;border-bottom-left-radius:4px}a.list-group-item,button.list-group-item{color:#555}a.list-group-item .list-group-item-heading,button.list-group-item .list-group-item-heading{color:#333}a.list-group-item:focus,a.list-group-item:hover,button.list-group-item:focus,button.list-group-item:hover{color:#555;text-decoration:none;background-color:#f5f5f5}button.list-group-item{width:100%;text-align:left}.list-group-item.disabled,.list-group-item.disabled:focus,.list-group-item.disabled:hover{color:#777;cursor:not-allowed;background-color:#eee}.list-group-item.disabled .list-group-item-heading,.list-group-item.disabled:focus .list-group-item-heading,.list-group-item.disabled:hover .list-group-item-heading{color:inherit}.list-group-item.disabled .list-group-item-text,.list-group-item.disabled:focus .list-group-item-text,.list-group-item.disabled:hover .list-group-item-text{color:#777}.list-group-item.active,.list-group-item.active:focus,.list-group-item.active:hover{z-index:2;color:#fff;background-color:#337ab7;border-color:#337ab7}.list-group-item.active .list-group-item-heading,.list-group-item.active .list-group-item-heading>.small,.list-group-item.active .list-group-item-heading>small,.list-group-item.active:focus .list-group-item-heading,.list-group-item.active:focus .list-group-item-heading>.small,.list-group-item.active:focus .list-group-item-heading>small,.list-group-item.active:hover .list-group-item-heading,.list-group-item.active:hover .list-group-item-heading>.small,.list-group-item.active:hover .list-group-item-heading>small{color:inherit}.list-group-item.active .list-group-item-text,.list-group-item.active:focus .list-group-item-text,.list-group-item.active:hover .list-group-item-text{color:#c7ddef}.list-group-item-success{color:#3c763d;background-color:#dff0d8}a.list-group-item-success,button.list-group-item-success{color:#3c763d}a.list-group-item-success .list-group-item-heading,button.list-group-item-success .list-group-item-heading{color:inherit}a.list-group-item-success:focus,a.list-group-item-success:hover,button.list-group-item-success:focus,button.list-group-item-success:hover{color:#3c763d;background-color:#d0e9c6}a.list-group-item-success.active,a.list-group-item-success.active:focus,a.list-group-item-success.active:hover,button.list-group-item-success.active,button.list-group-item-success.active:focus,button.list-group-item-success.active:hover{color:#fff;background-color:#3c763d;border-color:#3c763d}.list-group-item-info{color:#31708f;background-color:#d9edf7}a.list-group-item-info,button.list-group-item-info{color:#31708f}a.list-group-item-info .list-group-item-heading,button.list-group-item-info .list-group-item-heading{color:inherit}a.list-group-item-info:focus,a.list-group-item-info:hover,button.list-group-item-info:focus,button.list-group-item-info:hover{color:#31708f;background-color:#c4e3f3}a.list-group-item-info.active,a.list-group-item-info.active:focus,a.list-group-item-info.active:hover,button.list-group-item-info.active,button.list-group-item-info.active:focus,button.list-group-item-info.active:hover{color:#fff;background-color:#31708f;border-color:#31708f}.list-group-item-warning{color:#8a6d3b;background-color:#fcf8e3}a.list-group-item-warning,button.list-group-item-warning{color:#8a6d3b}a.list-group-item-warning .list-group-item-heading,button.list-group-item-warning .list-group-item-heading{color:inherit}a.list-group-item-warning:focus,a.list-group-item-warning:hover,button.list-group-item-warning:focus,button.list-group-item-warning:hover{color:#8a6d3b;background-color:#faf2cc}a.list-group-item-warning.active,a.list-group-item-warning.active:focus,a.list-group-item-warning.active:hover,button.list-group-item-warning.active,button.list-group-item-warning.active:focus,button.list-group-item-warning.active:hover{color:#fff;background-color:#8a6d3b;border-color:#8a6d3b}.list-group-item-danger{color:#a94442;background-color:#f2dede}a.list-group-item-danger,button.list-group-item-danger{color:#a94442}a.list-group-item-danger .list-group-item-heading,button.list-group-item-danger .list-group-item-heading{color:inherit}a.list-group-item-danger:focus,a.list-group-item-danger:hover,button.list-group-item-danger:focus,button.list-group-item-danger:hover{color:#a94442;background-color:#ebcccc}a.list-group-item-danger.active,a.list-group-item-danger.active:focus,a.list-group-item-danger.active:hover,button.list-group-item-danger.active,button.list-group-item-danger.active:focus,button.list-group-item-danger.active:hover{color:#fff;background-color:#a94442;border-color:#a94442}.list-group-item-heading{margin-top:0;margin-bottom:5px}.list-group-item-text{margin-bottom:0;line-height:1.3}.panel{margin-bottom:20px;background-color:#fff;border:1px solid transparent;border-radius:4px;-webkit-box-shadow:0 1px 1px rgba(0,0,0,.05);box-shadow:0 1px 1px rgba(0,0,0,.05)}.panel-body{padding:15px}.panel-heading{padding:10px 15px;border-bottom:1px solid transparent;border-top-left-radius:3px;border-top-right-radius:3px}.panel-heading>.dropdown .dropdown-toggle{color:inherit}.panel-title{margin-top:0;margin-bottom:0;font-size:16px;color:inherit}.panel-title>.small,.panel-title>.small>a,.panel-title>a,.panel-title>small,.panel-title>small>a{color:inherit}.panel-footer{padding:10px 15px;background-color:#f5f5f5;border-top:1px solid #ddd;border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel>.list-group,.panel>.panel-collapse>.list-group{margin-bottom:0}.panel>.list-group .list-group-item,.panel>.panel-collapse>.list-group .list-group-item{border-width:1px 0;border-radius:0}.panel>.list-group:first-child .list-group-item:first-child,.panel>.panel-collapse>.list-group:first-child .list-group-item:first-child{border-top:0;border-top-left-radius:3px;border-top-right-radius:3px}.panel>.list-group:last-child .list-group-item:last-child,.panel>.panel-collapse>.list-group:last-child .list-group-item:last-child{border-bottom:0;border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel>.panel-heading+.panel-collapse>.list-group .list-group-item:first-child{border-top-left-radius:0;border-top-right-radius:0}.panel-heading+.list-group .list-group-item:first-child{border-top-width:0}.list-group+.panel-footer{border-top-width:0}.panel>.panel-collapse>.table,.panel>.table,.panel>.table-responsive>.table{margin-bottom:0}.panel>.panel-collapse>.table caption,.panel>.table caption,.panel>.table-responsive>.table caption{padding-right:15px;padding-left:15px}.panel>.table-responsive:first-child>.table:first-child,.panel>.table:first-child{border-top-left-radius:3px;border-top-right-radius:3px}.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child,.panel>.table:first-child>tbody:first-child>tr:first-child,.panel>.table:first-child>thead:first-child>tr:first-child{border-top-left-radius:3px;border-top-right-radius:3px}.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child td:first-child,.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child th:first-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child td:first-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child th:first-child,.panel>.table:first-child>tbody:first-child>tr:first-child td:first-child,.panel>.table:first-child>tbody:first-child>tr:first-child th:first-child,.panel>.table:first-child>thead:first-child>tr:first-child td:first-child,.panel>.table:first-child>thead:first-child>tr:first-child th:first-child{border-top-left-radius:3px}.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child td:last-child,.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child th:last-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child td:last-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child th:last-child,.panel>.table:first-child>tbody:first-child>tr:first-child td:last-child,.panel>.table:first-child>tbody:first-child>tr:first-child th:last-child,.panel>.table:first-child>thead:first-child>tr:first-child td:last-child,.panel>.table:first-child>thead:first-child>tr:first-child th:last-child{border-top-right-radius:3px}.panel>.table-responsive:last-child>.table:last-child,.panel>.table:last-child{border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child,.panel>.table:last-child>tbody:last-child>tr:last-child,.panel>.table:last-child>tfoot:last-child>tr:last-child{border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child td:first-child,.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child th:first-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child td:first-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child th:first-child,.panel>.table:last-child>tbody:last-child>tr:last-child td:first-child,.panel>.table:last-child>tbody:last-child>tr:last-child th:first-child,.panel>.table:last-child>tfoot:last-child>tr:last-child td:first-child,.panel>.table:last-child>tfoot:last-child>tr:last-child th:first-child{border-bottom-left-radius:3px}.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child td:last-child,.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child th:last-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child td:last-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child th:last-child,.panel>.table:last-child>tbody:last-child>tr:last-child td:last-child,.panel>.table:last-child>tbody:last-child>tr:last-child th:last-child,.panel>.table:last-child>tfoot:last-child>tr:last-child td:last-child,.panel>.table:last-child>tfoot:last-child>tr:last-child th:last-child{border-bottom-right-radius:3px}.panel>.panel-body+.table,.panel>.panel-body+.table-responsive,.panel>.table+.panel-body,.panel>.table-responsive+.panel-body{border-top:1px solid #ddd}.panel>.table>tbody:first-child>tr:first-child td,.panel>.table>tbody:first-child>tr:first-child th{border-top:0}.panel>.table-bordered,.panel>.table-responsive>.table-bordered{border:0}.panel>.table-bordered>tbody>tr>td:first-child,.panel>.table-bordered>tbody>tr>th:first-child,.panel>.table-bordered>tfoot>tr>td:first-child,.panel>.table-bordered>tfoot>tr>th:first-child,.panel>.table-bordered>thead>tr>td:first-child,.panel>.table-bordered>thead>tr>th:first-child,.panel>.table-responsive>.table-bordered>tbody>tr>td:first-child,.panel>.table-responsive>.table-bordered>tbody>tr>th:first-child,.panel>.table-responsive>.table-bordered>tfoot>tr>td:first-child,.panel>.table-responsive>.table-bordered>tfoot>tr>th:first-child,.panel>.table-responsive>.table-bordered>thead>tr>td:first-child,.panel>.table-responsive>.table-bordered>thead>tr>th:first-child{border-left:0}.panel>.table-bordered>tbody>tr>td:last-child,.panel>.table-bordered>tbody>tr>th:last-child,.panel>.table-bordered>tfoot>tr>td:last-child,.panel>.table-bordered>tfoot>tr>th:last-child,.panel>.table-bordered>thead>tr>td:last-child,.panel>.table-bordered>thead>tr>th:last-child,.panel>.table-responsive>.table-bordered>tbody>tr>td:last-child,.panel>.table-responsive>.table-bordered>tbody>tr>th:last-child,.panel>.table-responsive>.table-bordered>tfoot>tr>td:last-child,.panel>.table-responsive>.table-bordered>tfoot>tr>th:last-child,.panel>.table-responsive>.table-bordered>thead>tr>td:last-child,.panel>.table-responsive>.table-bordered>thead>tr>th:last-child{border-right:0}.panel>.table-bordered>tbody>tr:first-child>td,.panel>.table-bordered>tbody>tr:first-child>th,.panel>.table-bordered>thead>tr:first-child>td,.panel>.table-bordered>thead>tr:first-child>th,.panel>.table-responsive>.table-bordered>tbody>tr:first-child>td,.panel>.table-responsive>.table-bordered>tbody>tr:first-child>th,.panel>.table-responsive>.table-bordered>thead>tr:first-child>td,.panel>.table-responsive>.table-bordered>thead>tr:first-child>th{border-bottom:0}.panel>.table-bordered>tbody>tr:last-child>td,.panel>.table-bordered>tbody>tr:last-child>th,.panel>.table-bordered>tfoot>tr:last-child>td,.panel>.table-bordered>tfoot>tr:last-child>th,.panel>.table-responsive>.table-bordered>tbody>tr:last-child>td,.panel>.table-responsive>.table-bordered>tbody>tr:last-child>th,.panel>.table-responsive>.table-bordered>tfoot>tr:last-child>td,.panel>.table-responsive>.table-bordered>tfoot>tr:last-child>th{border-bottom:0}.panel>.table-responsive{margin-bottom:0;border:0}.panel-group{margin-bottom:20px}.panel-group .panel{margin-bottom:0;border-radius:4px}.panel-group .panel+.panel{margin-top:5px}.panel-group .panel-heading{border-bottom:0}.panel-group .panel-heading+.panel-collapse>.list-group,.panel-group .panel-heading+.panel-collapse>.panel-body{border-top:1px solid #ddd}.panel-group .panel-footer{border-top:0}.panel-group .panel-footer+.panel-collapse .panel-body{border-bottom:1px solid #ddd}.panel-default{border-color:#ddd}.panel-default>.panel-heading{color:#333;background-color:#f5f5f5;border-color:#ddd}.panel-default>.panel-heading+.panel-collapse>.panel-body{border-top-color:#ddd}.panel-default>.panel-heading .badge{color:#f5f5f5;background-color:#333}.panel-default>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#ddd}.panel-primary{border-color:#337ab7}.panel-primary>.panel-heading{color:#fff;background-color:#337ab7;border-color:#337ab7}.panel-primary>.panel-heading+.panel-collapse>.panel-body{border-top-color:#337ab7}.panel-primary>.panel-heading .badge{color:#337ab7;background-color:#fff}.panel-primary>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#337ab7}.panel-success{border-color:#d6e9c6}.panel-success>.panel-heading{color:#3c763d;background-color:#dff0d8;border-color:#d6e9c6}.panel-success>.panel-heading+.panel-collapse>.panel-body{border-top-color:#d6e9c6}.panel-success>.panel-heading .badge{color:#dff0d8;background-color:#3c763d}.panel-success>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#d6e9c6}.panel-info{border-color:#bce8f1}.panel-info>.panel-heading{color:#31708f;background-color:#d9edf7;border-color:#bce8f1}.panel-info>.panel-heading+.panel-collapse>.panel-body{border-top-color:#bce8f1}.panel-info>.panel-heading .badge{color:#d9edf7;background-color:#31708f}.panel-info>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#bce8f1}.panel-warning{border-color:#faebcc}.panel-warning>.panel-heading{color:#8a6d3b;background-color:#fcf8e3;border-color:#faebcc}.panel-warning>.panel-heading+.panel-collapse>.panel-body{border-top-color:#faebcc}.panel-warning>.panel-heading .badge{color:#fcf8e3;background-color:#8a6d3b}.panel-warning>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#faebcc}.panel-danger{border-color:#ebccd1}.panel-danger>.panel-heading{color:#a94442;background-color:#f2dede;border-color:#ebccd1}.panel-danger>.panel-heading+.panel-collapse>.panel-body{border-top-color:#ebccd1}.panel-danger>.panel-heading .badge{color:#f2dede;background-color:#a94442}.panel-danger>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#ebccd1}.embed-responsive{position:relative;display:block;height:0;padding:0;overflow:hidden}.embed-responsive .embed-responsive-item,.embed-responsive embed,.embed-responsive iframe,.embed-responsive object,.embed-responsive video{position:absolute;top:0;bottom:0;left:0;width:100%;height:100%;border:0}.embed-responsive-16by9{padding-bottom:56.25%}.embed-responsive-4by3{padding-bottom:75%}.well{min-height:20px;padding:19px;margin-bottom:20px;background-color:#f5f5f5;border:1px solid #e3e3e3;border-radius:4px;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.05);box-shadow:inset 0 1px 1px rgba(0,0,0,.05)}.well blockquote{border-color:#ddd;border-color:rgba(0,0,0,.15)}.well-lg{padding:24px;border-radius:6px}.well-sm{padding:9px;border-radius:3px}.close{float:right;font-size:21px;font-weight:700;line-height:1;color:#000;text-shadow:0 1px 0 #fff;filter:alpha(opacity=20);opacity:.2}.close:focus,.close:hover{color:#000;text-decoration:none;cursor:pointer;filter:alpha(opacity=50);opacity:.5}button.close{-webkit-appearance:none;padding:0;cursor:pointer;background:0 0;border:0}.modal-open{overflow:hidden}.modal{position:fixed;top:0;right:0;bottom:0;left:0;z-index:1050;display:none;overflow:hidden;-webkit-overflow-scrolling:touch;outline:0}.modal.fade .modal-dialog{-webkit-transition:-webkit-transform .3s ease-out;-o-transition:-o-transform .3s ease-out;transition:transform .3s ease-out;-webkit-transform:translate(0,-25%);-ms-transform:translate(0,-25%);-o-transform:translate(0,-25%);transform:translate(0,-25%)}.modal.in .modal-dialog{-webkit-transform:translate(0,0);-ms-transform:translate(0,0);-o-transform:translate(0,0);transform:translate(0,0)}.modal-open .modal{overflow-x:hidden;overflow-y:auto}.modal-dialog{position:relative;width:auto;margin:10px}.modal-content{position:relative;background-color:#fff;-webkit-background-clip:padding-box;background-clip:padding-box;border:1px solid #999;border:1px solid rgba(0,0,0,.2);border-radius:6px;outline:0;-webkit-box-shadow:0 3px 9px rgba(0,0,0,.5);box-shadow:0 3px 9px rgba(0,0,0,.5)}.modal-backdrop{position:fixed;top:0;right:0;bottom:0;left:0;z-index:1040;background-color:#000}.modal-backdrop.fade{filter:alpha(opacity=0);opacity:0}.modal-backdrop.in{filter:alpha(opacity=50);opacity:.5}.modal-header{min-height:16.43px;padding:15px;border-bottom:1px solid #e5e5e5}.modal-header .close{margin-top:-2px}.modal-title{margin:0;line-height:1.42857143}.modal-body{position:relative;padding:15px}.modal-footer{padding:15px;text-align:right;border-top:1px solid #e5e5e5}.modal-footer .btn+.btn{margin-bottom:0;margin-left:5px}.modal-footer .btn-group .btn+.btn{margin-left:-1px}.modal-footer .btn-block+.btn-block{margin-left:0}.modal-scrollbar-measure{position:absolute;top:-9999px;width:50px;height:50px;overflow:scroll}@media (min-width:768px){.modal-dialog{width:600px;margin:30px auto}.modal-content{-webkit-box-shadow:0 5px 15px rgba(0,0,0,.5);box-shadow:0 5px 15px rgba(0,0,0,.5)}.modal-sm{width:300px}}@media (min-width:992px){.modal-lg{width:900px}}.tooltip{position:absolute;z-index:1070;display:block;font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-size:12px;font-style:normal;font-weight:400;line-height:1.42857143;text-align:left;text-align:start;text-decoration:none;text-shadow:none;text-transform:none;letter-spacing:normal;word-break:normal;word-spacing:normal;word-wrap:normal;white-space:normal;filter:alpha(opacity=0);opacity:0;line-break:auto}.tooltip.in{filter:alpha(opacity=90);opacity:.9}.tooltip.top{padding:5px 0;margin-top:-3px}.tooltip.right{padding:0 5px;margin-left:3px}.tooltip.bottom{padding:5px 0;margin-top:3px}.tooltip.left{padding:0 5px;margin-left:-3px}.tooltip-inner{max-width:200px;padding:3px 8px;color:#fff;text-align:center;background-color:#000;border-radius:4px}.tooltip-arrow{position:absolute;width:0;height:0;border-color:transparent;border-style:solid}.tooltip.top .tooltip-arrow{bottom:0;left:50%;margin-left:-5px;border-width:5px 5px 0;border-top-color:#000}.tooltip.top-left .tooltip-arrow{right:5px;bottom:0;margin-bottom:-5px;border-width:5px 5px 0;border-top-color:#000}.tooltip.top-right .tooltip-arrow{bottom:0;left:5px;margin-bottom:-5px;border-width:5px 5px 0;border-top-color:#000}.tooltip.right .tooltip-arrow{top:50%;left:0;margin-top:-5px;border-width:5px 5px 5px 0;border-right-color:#000}.tooltip.left .tooltip-arrow{top:50%;right:0;margin-top:-5px;border-width:5px 0 5px 5px;border-left-color:#000}.tooltip.bottom .tooltip-arrow{top:0;left:50%;margin-left:-5px;border-width:0 5px 5px;border-bottom-color:#000}.tooltip.bottom-left .tooltip-arrow{top:0;right:5px;margin-top:-5px;border-width:0 5px 5px;border-bottom-color:#000}.tooltip.bottom-right .tooltip-arrow{top:0;left:5px;margin-top:-5px;border-width:0 5px 5px;border-bottom-color:#000}.popover{position:absolute;top:0;left:0;z-index:1060;display:none;max-width:276px;padding:1px;font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-size:14px;font-style:normal;font-weight:400;line-height:1.42857143;text-align:left;text-align:start;text-decoration:none;text-shadow:none;text-transform:none;letter-spacing:normal;word-break:normal;word-spacing:normal;word-wrap:normal;white-space:normal;background-color:#fff;-webkit-background-clip:padding-box;background-clip:padding-box;border:1px solid #ccc;border:1px solid rgba(0,0,0,.2);border-radius:6px;-webkit-box-shadow:0 5px 10px rgba(0,0,0,.2);box-shadow:0 5px 10px rgba(0,0,0,.2);line-break:auto}.popover.top{margin-top:-10px}.popover.right{margin-left:10px}.popover.bottom{margin-top:10px}.popover.left{margin-left:-10px}.popover-title{padding:8px 14px;margin:0;font-size:14px;background-color:#f7f7f7;border-bottom:1px solid #ebebeb;border-radius:5px 5px 0 0}.popover-content{padding:9px 14px}.popover>.arrow,.popover>.arrow:after{position:absolute;display:block;width:0;height:0;border-color:transparent;border-style:solid}.popover>.arrow{border-width:11px}.popover>.arrow:after{content:"";border-width:10px}.popover.top>.arrow{bottom:-11px;left:50%;margin-left:-11px;border-top-color:#999;border-top-color:rgba(0,0,0,.25);border-bottom-width:0}.popover.top>.arrow:after{bottom:1px;margin-left:-10px;content:" ";border-top-color:#fff;border-bottom-width:0}.popover.right>.arrow{top:50%;left:-11px;margin-top:-11px;border-right-color:#999;border-right-color:rgba(0,0,0,.25);border-left-width:0}.popover.right>.arrow:after{bottom:-10px;left:1px;content:" ";border-right-color:#fff;border-left-width:0}.popover.bottom>.arrow{top:-11px;left:50%;margin-left:-11px;border-top-width:0;border-bottom-color:#999;border-bottom-color:rgba(0,0,0,.25)}.popover.bottom>.arrow:after{top:1px;margin-left:-10px;content:" ";border-top-width:0;border-bottom-color:#fff}.popover.left>.arrow{top:50%;right:-11px;margin-top:-11px;border-right-width:0;border-left-color:#999;border-left-color:rgba(0,0,0,.25)}.popover.left>.arrow:after{right:1px;bottom:-10px;content:" ";border-right-width:0;border-left-color:#fff}.carousel{position:relative}.carousel-inner{position:relative;width:100%;overflow:hidden}.carousel-inner>.item{position:relative;display:none;-webkit-transition:.6s ease-in-out left;-o-transition:.6s ease-in-out left;transition:.6s ease-in-out left}.carousel-inner>.item>a>img,.carousel-inner>.item>img{line-height:1}@media all and (transform-3d),(-webkit-transform-3d){.carousel-inner>.item{-webkit-transition:-webkit-transform .6s ease-in-out;-o-transition:-o-transform .6s ease-in-out;transition:transform .6s ease-in-out;-webkit-backface-visibility:hidden;backface-visibility:hidden;-webkit-perspective:1000px;perspective:1000px}.carousel-inner>.item.active.right,.carousel-inner>.item.next{left:0;-webkit-transform:translate3d(100%,0,0);transform:translate3d(100%,0,0)}.carousel-inner>.item.active.left,.carousel-inner>.item.prev{left:0;-webkit-transform:translate3d(-100%,0,0);transform:translate3d(-100%,0,0)}.carousel-inner>.item.active,.carousel-inner>.item.next.left,.carousel-inner>.item.prev.right{left:0;-webkit-transform:translate3d(0,0,0);transform:translate3d(0,0,0)}}.carousel-inner>.active,.carousel-inner>.next,.carousel-inner>.prev{display:block}.carousel-inner>.active{left:0}.carousel-inner>.next,.carousel-inner>.prev{position:absolute;top:0;width:100%}.carousel-inner>.next{left:100%}.carousel-inner>.prev{left:-100%}.carousel-inner>.next.left,.carousel-inner>.prev.right{left:0}.carousel-inner>.active.left{left:-100%}.carousel-inner>.active.right{left:100%}.carousel-control{position:absolute;top:0;bottom:0;left:0;width:15%;font-size:20px;color:#fff;text-align:center;text-shadow:0 1px 2px rgba(0,0,0,.6);filter:alpha(opacity=50);opacity:.5}.carousel-control.left{background-image:-webkit-linear-gradient(left,rgba(0,0,0,.5) 0,rgba(0,0,0,.0001) 100%);background-image:-o-linear-gradient(left,rgba(0,0,0,.5) 0,rgba(0,0,0,.0001) 100%);background-image:-webkit-gradient(linear,left top,right top,from(rgba(0,0,0,.5)),to(rgba(0,0,0,.0001)));background-image:linear-gradient(to right,rgba(0,0,0,.5) 0,rgba(0,0,0,.0001) 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);background-repeat:repeat-x}.carousel-control.right{right:0;left:auto;background-image:-webkit-linear-gradient(left,rgba(0,0,0,.0001) 0,rgba(0,0,0,.5) 100%);background-image:-o-linear-gradient(left,rgba(0,0,0,.0001) 0,rgba(0,0,0,.5) 100%);background-image:-webkit-gradient(linear,left top,right top,from(rgba(0,0,0,.0001)),to(rgba(0,0,0,.5)));background-image:linear-gradient(to right,rgba(0,0,0,.0001) 0,rgba(0,0,0,.5) 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);background-repeat:repeat-x}.carousel-control:focus,.carousel-control:hover{color:#fff;text-decoration:none;filter:alpha(opacity=90);outline:0;opacity:.9}.carousel-control .glyphicon-chevron-left,.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next,.carousel-control .icon-prev{position:absolute;top:50%;z-index:5;display:inline-block;margin-top:-10px}.carousel-control .glyphicon-chevron-left,.carousel-control .icon-prev{left:50%;margin-left:-10px}.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next{right:50%;margin-right:-10px}.carousel-control .icon-next,.carousel-control .icon-prev{width:20px;height:20px;font-family:serif;line-height:1}.carousel-control .icon-prev:before{content:'\2039'}.carousel-control .icon-next:before{content:'\203a'}.carousel-indicators{position:absolute;bottom:10px;left:50%;z-index:15;width:60%;padding-left:0;margin-left:-30%;text-align:center;list-style:none}.carousel-indicators li{display:inline-block;width:10px;height:10px;margin:1px;text-indent:-999px;cursor:pointer;background-color:#000\9;background-color:rgba(0,0,0,0);border:1px solid #fff;border-radius:10px}.carousel-indicators .active{width:12px;height:12px;margin:0;background-color:#fff}.carousel-caption{position:absolute;right:15%;bottom:20px;left:15%;z-index:10;padding-top:20px;padding-bottom:20px;color:#fff;text-align:center;text-shadow:0 1px 2px rgba(0,0,0,.6)}.carousel-caption .btn{text-shadow:none}@media screen and (min-width:768px){.carousel-control .glyphicon-chevron-left,.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next,.carousel-control .icon-prev{width:30px;height:30px;margin-top:-15px;font-size:30px}.carousel-control .glyphicon-chevron-left,.carousel-control .icon-prev{margin-left:-15px}.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next{margin-right:-15px}.carousel-caption{right:20%;left:20%;padding-bottom:30px}.carousel-indicators{bottom:20px}}.btn-group-vertical>.btn-group:after,.btn-group-vertical>.btn-group:before,.btn-toolbar:after,.btn-toolbar:before,.clearfix:after,.clearfix:before,.container-fluid:after,.container-fluid:before,.container:after,.container:before,.dl-horizontal dd:after,.dl-horizontal dd:before,.form-horizontal .form-group:after,.form-horizontal .form-group:before,.modal-footer:after,.modal-footer:before,.nav:after,.nav:before,.navbar-collapse:after,.navbar-collapse:before,.navbar-header:after,.navbar-header:before,.navbar:after,.navbar:before,.pager:after,.pager:before,.panel-body:after,.panel-body:before,.row:after,.row:before{display:table;content:" "}.btn-group-vertical>.btn-group:after,.btn-toolbar:after,.clearfix:after,.container-fluid:after,.container:after,.dl-horizontal dd:after,.form-horizontal .form-group:after,.modal-footer:after,.nav:after,.navbar-collapse:after,.navbar-header:after,.navbar:after,.pager:after,.panel-body:after,.row:after{clear:both}.center-block{display:block;margin-right:auto;margin-left:auto}.pull-right{float:right!important}.pull-left{float:left!important}.hide{display:none!important}.show{display:block!important}.invisible{visibility:hidden}.text-hide{font:0/0 a;color:transparent;text-shadow:none;background-color:transparent;border:0}.hidden{display:none!important}.affix{position:fixed}@-ms-viewport{width:device-width}.visible-lg,.visible-md,.visible-sm,.visible-xs{display:none!important}.visible-lg-block,.visible-lg-inline,.visible-lg-inline-block,.visible-md-block,.visible-md-inline,.visible-md-inline-block,.visible-sm-block,.visible-sm-inline,.visible-sm-inline-block,.visible-xs-block,.visible-xs-inline,.visible-xs-inline-block{display:none!important}@media (max-width:767px){.visible-xs{display:block!important}table.visible-xs{display:table!important}tr.visible-xs{display:table-row!important}td.visible-xs,th.visible-xs{display:table-cell!important}}@media (max-width:767px){.visible-xs-block{display:block!important}}@media (max-width:767px){.visible-xs-inline{display:inline!important}}@media (max-width:767px){.visible-xs-inline-block{display:inline-block!important}}@media (min-width:768px) and (max-width:991px){.visible-sm{display:block!important}table.visible-sm{display:table!important}tr.visible-sm{display:table-row!important}td.visible-sm,th.visible-sm{display:table-cell!important}}@media (min-width:768px) and (max-width:991px){.visible-sm-block{display:block!important}}@media (min-width:768px) and (max-width:991px){.visible-sm-inline{display:inline!important}}@media (min-width:768px) and (max-width:991px){.visible-sm-inline-block{display:inline-block!important}}@media (min-width:992px) and (max-width:1199px){.visible-md{display:block!important}table.visible-md{display:table!important}tr.visible-md{display:table-row!important}td.visible-md,th.visible-md{display:table-cell!important}}@media (min-width:992px) and (max-width:1199px){.visible-md-block{display:block!important}}@media (min-width:992px) and (max-width:1199px){.visible-md-inline{display:inline!important}}@media (min-width:992px) and (max-width:1199px){.visible-md-inline-block{display:inline-block!important}}@media (min-width:1200px){.visible-lg{display:block!important}table.visible-lg{display:table!important}tr.visible-lg{display:table-row!important}td.visible-lg,th.visible-lg{display:table-cell!important}}@media (min-width:1200px){.visible-lg-block{display:block!important}}@media (min-width:1200px){.visible-lg-inline{display:inline!important}}@media (min-width:1200px){.visible-lg-inline-block{display:inline-block!important}}@media (max-width:767px){.hidden-xs{display:none!important}}@media (min-width:768px) and (max-width:991px){.hidden-sm{display:none!important}}@media (min-width:992px) and (max-width:1199px){.hidden-md{display:none!important}}@media (min-width:1200px){.hidden-lg{display:none!important}}.visible-print{display:none!important}@media print{.visible-print{display:block!important}table.visible-print{display:table!important}tr.visible-print{display:table-row!important}td.visible-print,th.visible-print{display:table-cell!important}}.visible-print-block{display:none!important}@media print{.visible-print-block{display:block!important}}.visible-print-inline{display:none!important}@media print{.visible-print-inline{display:inline!important}}.visible-print-inline-block{display:none!important}@media print{.visible-print-inline-block{display:inline-block!important}}@media print{.hidden-print{display:none!important}}
+</style>
+<script>/*!
+ * Bootstrap v3.3.5 (http://getbootstrap.com)
+ * Copyright 2011-2015 Twitter, Inc.
+ * Licensed under the MIT license
+ */
+if("undefined"==typeof jQuery)throw new Error("Bootstrap's JavaScript requires jQuery");+function(a){"use strict";var b=a.fn.jquery.split(" ")[0].split(".");if(b[0]<2&&b[1]<9||1==b[0]&&9==b[1]&&b[2]<1)throw new Error("Bootstrap's JavaScript requires jQuery version 1.9.1 or higher")}(jQuery),+function(a){"use strict";function b(){var a=document.createElement("bootstrap"),b={WebkitTransition:"webkitTransitionEnd",MozTransition:"transitionend",OTransition:"oTransitionEnd otransitionend",transition:"transitionend"};for(var c in b)if(void 0!==a.style[c])return{end:b[c]};return!1}a.fn.emulateTransitionEnd=function(b){var c=!1,d=this;a(this).one("bsTransitionEnd",function(){c=!0});var e=function(){c||a(d).trigger(a.support.transition.end)};return setTimeout(e,b),this},a(function(){a.support.transition=b(),a.support.transition&&(a.event.special.bsTransitionEnd={bindType:a.support.transition.end,delegateType:a.support.transition.end,handle:function(b){return a(b.target).is(this)?b.handleObj.handler.apply(this,arguments):void 0}})})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var c=a(this),e=c.data("bs.alert");e||c.data("bs.alert",e=new d(this)),"string"==typeof b&&e[b].call(c)})}var c='[data-dismiss="alert"]',d=function(b){a(b).on("click",c,this.close)};d.VERSION="3.3.5",d.TRANSITION_DURATION=150,d.prototype.close=function(b){function c(){g.detach().trigger("closed.bs.alert").remove()}var e=a(this),f=e.attr("data-target");f||(f=e.attr("href"),f=f&&f.replace(/.*(?=#[^\s]*$)/,""));var g=a(f);b&&b.preventDefault(),g.length||(g=e.closest(".alert")),g.trigger(b=a.Event("close.bs.alert")),b.isDefaultPrevented()||(g.removeClass("in"),a.support.transition&&g.hasClass("fade")?g.one("bsTransitionEnd",c).emulateTransitionEnd(d.TRANSITION_DURATION):c())};var e=a.fn.alert;a.fn.alert=b,a.fn.alert.Constructor=d,a.fn.alert.noConflict=function(){return a.fn.alert=e,this},a(document).on("click.bs.alert.data-api",c,d.prototype.close)}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.button"),f="object"==typeof b&&b;e||d.data("bs.button",e=new c(this,f)),"toggle"==b?e.toggle():b&&e.setState(b)})}var c=function(b,d){this.$element=a(b),this.options=a.extend({},c.DEFAULTS,d),this.isLoading=!1};c.VERSION="3.3.5",c.DEFAULTS={loadingText:"loading..."},c.prototype.setState=function(b){var c="disabled",d=this.$element,e=d.is("input")?"val":"html",f=d.data();b+="Text",null==f.resetText&&d.data("resetText",d[e]()),setTimeout(a.proxy(function(){d[e](null==f[b]?this.options[b]:f[b]),"loadingText"==b?(this.isLoading=!0,d.addClass(c).attr(c,c)):this.isLoading&&(this.isLoading=!1,d.removeClass(c).removeAttr(c))},this),0)},c.prototype.toggle=function(){var a=!0,b=this.$element.closest('[data-toggle="buttons"]');if(b.length){var c=this.$element.find("input");"radio"==c.prop("type")?(c.prop("checked")&&(a=!1),b.find(".active").removeClass("active"),this.$element.addClass("active")):"checkbox"==c.prop("type")&&(c.prop("checked")!==this.$element.hasClass("active")&&(a=!1),this.$element.toggleClass("active")),c.prop("checked",this.$element.hasClass("active")),a&&c.trigger("change")}else this.$element.attr("aria-pressed",!this.$element.hasClass("active")),this.$element.toggleClass("active")};var d=a.fn.button;a.fn.button=b,a.fn.button.Constructor=c,a.fn.button.noConflict=function(){return a.fn.button=d,this},a(document).on("click.bs.button.data-api",'[data-toggle^="button"]',function(c){var d=a(c.target);d.hasClass("btn")||(d=d.closest(".btn")),b.call(d,"toggle"),a(c.target).is('input[type="radio"]')||a(c.target).is('input[type="checkbox"]')||c.preventDefault()}).on("focus.bs.button.data-api blur.bs.button.data-api",'[data-toggle^="button"]',function(b){a(b.target).closest(".btn").toggleClass("focus",/^focus(in)?$/.test(b.type))})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.carousel"),f=a.extend({},c.DEFAULTS,d.data(),"object"==typeof b&&b),g="string"==typeof b?b:f.slide;e||d.data("bs.carousel",e=new c(this,f)),"number"==typeof b?e.to(b):g?e[g]():f.interval&&e.pause().cycle()})}var c=function(b,c){this.$element=a(b),this.$indicators=this.$element.find(".carousel-indicators"),this.options=c,this.paused=null,this.sliding=null,this.interval=null,this.$active=null,this.$items=null,this.options.keyboard&&this.$element.on("keydown.bs.carousel",a.proxy(this.keydown,this)),"hover"==this.options.pause&&!("ontouchstart"in document.documentElement)&&this.$element.on("mouseenter.bs.carousel",a.proxy(this.pause,this)).on("mouseleave.bs.carousel",a.proxy(this.cycle,this))};c.VERSION="3.3.5",c.TRANSITION_DURATION=600,c.DEFAULTS={interval:5e3,pause:"hover",wrap:!0,keyboard:!0},c.prototype.keydown=function(a){if(!/input|textarea/i.test(a.target.tagName)){switch(a.which){case 37:this.prev();break;case 39:this.next();break;default:return}a.preventDefault()}},c.prototype.cycle=function(b){return b||(this.paused=!1),this.interval&&clearInterval(this.interval),this.options.interval&&!this.paused&&(this.interval=setInterval(a.proxy(this.next,this),this.options.interval)),this},c.prototype.getItemIndex=function(a){return this.$items=a.parent().children(".item"),this.$items.index(a||this.$active)},c.prototype.getItemForDirection=function(a,b){var c=this.getItemIndex(b),d="prev"==a&&0===c||"next"==a&&c==this.$items.length-1;if(d&&!this.options.wrap)return b;var e="prev"==a?-1:1,f=(c+e)%this.$items.length;return this.$items.eq(f)},c.prototype.to=function(a){var b=this,c=this.getItemIndex(this.$active=this.$element.find(".item.active"));return a>this.$items.length-1||0>a?void 0:this.sliding?this.$element.one("slid.bs.carousel",function(){b.to(a)}):c==a?this.pause().cycle():this.slide(a>c?"next":"prev",this.$items.eq(a))},c.prototype.pause=function(b){return b||(this.paused=!0),this.$element.find(".next, .prev").length&&a.support.transition&&(this.$element.trigger(a.support.transition.end),this.cycle(!0)),this.interval=clearInterval(this.interval),this},c.prototype.next=function(){return this.sliding?void 0:this.slide("next")},c.prototype.prev=function(){return this.sliding?void 0:this.slide("prev")},c.prototype.slide=function(b,d){var e=this.$element.find(".item.active"),f=d||this.getItemForDirection(b,e),g=this.interval,h="next"==b?"left":"right",i=this;if(f.hasClass("active"))return this.sliding=!1;var j=f[0],k=a.Event("slide.bs.carousel",{relatedTarget:j,direction:h});if(this.$element.trigger(k),!k.isDefaultPrevented()){if(this.sliding=!0,g&&this.pause(),this.$indicators.length){this.$indicators.find(".active").removeClass("active");var l=a(this.$indicators.children()[this.getItemIndex(f)]);l&&l.addClass("active")}var m=a.Event("slid.bs.carousel",{relatedTarget:j,direction:h});return a.support.transition&&this.$element.hasClass("slide")?(f.addClass(b),f[0].offsetWidth,e.addClass(h),f.addClass(h),e.one("bsTransitionEnd",function(){f.removeClass([b,h].join(" ")).addClass("active"),e.removeClass(["active",h].join(" ")),i.sliding=!1,setTimeout(function(){i.$element.trigger(m)},0)}).emulateTransitionEnd(c.TRANSITION_DURATION)):(e.removeClass("active"),f.addClass("active"),this.sliding=!1,this.$element.trigger(m)),g&&this.cycle(),this}};var d=a.fn.carousel;a.fn.carousel=b,a.fn.carousel.Constructor=c,a.fn.carousel.noConflict=function(){return a.fn.carousel=d,this};var e=function(c){var d,e=a(this),f=a(e.attr("data-target")||(d=e.attr("href"))&&d.replace(/.*(?=#[^\s]+$)/,""));if(f.hasClass("carousel")){var g=a.extend({},f.data(),e.data()),h=e.attr("data-slide-to");h&&(g.interval=!1),b.call(f,g),h&&f.data("bs.carousel").to(h),c.preventDefault()}};a(document).on("click.bs.carousel.data-api","[data-slide]",e).on("click.bs.carousel.data-api","[data-slide-to]",e),a(window).on("load",function(){a('[data-ride="carousel"]').each(function(){var c=a(this);b.call(c,c.data())})})}(jQuery),+function(a){"use strict";function b(b){var c,d=b.attr("data-target")||(c=b.attr("href"))&&c.replace(/.*(?=#[^\s]+$)/,"");return a(d)}function c(b){return this.each(function(){var c=a(this),e=c.data("bs.collapse"),f=a.extend({},d.DEFAULTS,c.data(),"object"==typeof b&&b);!e&&f.toggle&&/show|hide/.test(b)&&(f.toggle=!1),e||c.data("bs.collapse",e=new d(this,f)),"string"==typeof b&&e[b]()})}var d=function(b,c){this.$element=a(b),this.options=a.extend({},d.DEFAULTS,c),this.$trigger=a('[data-toggle="collapse"][href="#'+b.id+'"],[data-toggle="collapse"][data-target="#'+b.id+'"]'),this.transitioning=null,this.options.parent?this.$parent=this.getParent():this.addAriaAndCollapsedClass(this.$element,this.$trigger),this.options.toggle&&this.toggle()};d.VERSION="3.3.5",d.TRANSITION_DURATION=350,d.DEFAULTS={toggle:!0},d.prototype.dimension=function(){var a=this.$element.hasClass("width");return a?"width":"height"},d.prototype.show=function(){if(!this.transitioning&&!this.$element.hasClass("in")){var b,e=this.$parent&&this.$parent.children(".panel").children(".in, .collapsing");if(!(e&&e.length&&(b=e.data("bs.collapse"),b&&b.transitioning))){var f=a.Event("show.bs.collapse");if(this.$element.trigger(f),!f.isDefaultPrevented()){e&&e.length&&(c.call(e,"hide"),b||e.data("bs.collapse",null));var g=this.dimension();this.$element.removeClass("collapse").addClass("collapsing")[g](0).attr("aria-expanded",!0),this.$trigger.removeClass("collapsed").attr("aria-expanded",!0),this.transitioning=1;var h=function(){this.$element.removeClass("collapsing").addClass("collapse in")[g](""),this.transitioning=0,this.$element.trigger("shown.bs.collapse")};if(!a.support.transition)return h.call(this);var i=a.camelCase(["scroll",g].join("-"));this.$element.one("bsTransitionEnd",a.proxy(h,this)).emulateTransitionEnd(d.TRANSITION_DURATION)[g](this.$element[0][i])}}}},d.prototype.hide=function(){if(!this.transitioning&&this.$element.hasClass("in")){var b=a.Event("hide.bs.collapse");if(this.$element.trigger(b),!b.isDefaultPrevented()){var c=this.dimension();this.$element[c](this.$element[c]())[0].offsetHeight,this.$element.addClass("collapsing").removeClass("collapse in").attr("aria-expanded",!1),this.$trigger.addClass("collapsed").attr("aria-expanded",!1),this.transitioning=1;var e=function(){this.transitioning=0,this.$element.removeClass("collapsing").addClass("collapse").trigger("hidden.bs.collapse")};return a.support.transition?void this.$element[c](0).one("bsTransitionEnd",a.proxy(e,this)).emulateTransitionEnd(d.TRANSITION_DURATION):e.call(this)}}},d.prototype.toggle=function(){this[this.$element.hasClass("in")?"hide":"show"]()},d.prototype.getParent=function(){return a(this.options.parent).find('[data-toggle="collapse"][data-parent="'+this.options.parent+'"]').each(a.proxy(function(c,d){var e=a(d);this.addAriaAndCollapsedClass(b(e),e)},this)).end()},d.prototype.addAriaAndCollapsedClass=function(a,b){var c=a.hasClass("in");a.attr("aria-expanded",c),b.toggleClass("collapsed",!c).attr("aria-expanded",c)};var e=a.fn.collapse;a.fn.collapse=c,a.fn.collapse.Constructor=d,a.fn.collapse.noConflict=function(){return a.fn.collapse=e,this},a(document).on("click.bs.collapse.data-api",'[data-toggle="collapse"]',function(d){var e=a(this);e.attr("data-target")||d.preventDefault();var f=b(e),g=f.data("bs.collapse"),h=g?"toggle":e.data();c.call(f,h)})}(jQuery),+function(a){"use strict";function b(b){var c=b.attr("data-target");c||(c=b.attr("href"),c=c&&/#[A-Za-z]/.test(c)&&c.replace(/.*(?=#[^\s]*$)/,""));var d=c&&a(c);return d&&d.length?d:b.parent()}function c(c){c&&3===c.which||(a(e).remove(),a(f).each(function(){var d=a(this),e=b(d),f={relatedTarget:this};e.hasClass("open")&&(c&&"click"==c.type&&/input|textarea/i.test(c.target.tagName)&&a.contains(e[0],c.target)||(e.trigger(c=a.Event("hide.bs.dropdown",f)),c.isDefaultPrevented()||(d.attr("aria-expanded","false"),e.removeClass("open").trigger("hidden.bs.dropdown",f))))}))}function d(b){return this.each(function(){var c=a(this),d=c.data("bs.dropdown");d||c.data("bs.dropdown",d=new g(this)),"string"==typeof b&&d[b].call(c)})}var e=".dropdown-backdrop",f='[data-toggle="dropdown"]',g=function(b){a(b).on("click.bs.dropdown",this.toggle)};g.VERSION="3.3.5",g.prototype.toggle=function(d){var e=a(this);if(!e.is(".disabled, :disabled")){var f=b(e),g=f.hasClass("open");if(c(),!g){"ontouchstart"in document.documentElement&&!f.closest(".navbar-nav").length&&a(document.createElement("div")).addClass("dropdown-backdrop").insertAfter(a(this)).on("click",c);var h={relatedTarget:this};if(f.trigger(d=a.Event("show.bs.dropdown",h)),d.isDefaultPrevented())return;e.trigger("focus").attr("aria-expanded","true"),f.toggleClass("open").trigger("shown.bs.dropdown",h)}return!1}},g.prototype.keydown=function(c){if(/(38|40|27|32)/.test(c.which)&&!/input|textarea/i.test(c.target.tagName)){var d=a(this);if(c.preventDefault(),c.stopPropagation(),!d.is(".disabled, :disabled")){var e=b(d),g=e.hasClass("open");if(!g&&27!=c.which||g&&27==c.which)return 27==c.which&&e.find(f).trigger("focus"),d.trigger("click");var h=" li:not(.disabled):visible a",i=e.find(".dropdown-menu"+h);if(i.length){var j=i.index(c.target);38==c.which&&j>0&&j--,40==c.which&&j<i.length-1&&j++,~j||(j=0),i.eq(j).trigger("focus")}}}};var h=a.fn.dropdown;a.fn.dropdown=d,a.fn.dropdown.Constructor=g,a.fn.dropdown.noConflict=function(){return a.fn.dropdown=h,this},a(document).on("click.bs.dropdown.data-api",c).on("click.bs.dropdown.data-api",".dropdown form",function(a){a.stopPropagation()}).on("click.bs.dropdown.data-api",f,g.prototype.toggle).on("keydown.bs.dropdown.data-api",f,g.prototype.keydown).on("keydown.bs.dropdown.data-api",".dropdown-menu",g.prototype.keydown)}(jQuery),+function(a){"use strict";function b(b,d){return this.each(function(){var e=a(this),f=e.data("bs.modal"),g=a.extend({},c.DEFAULTS,e.data(),"object"==typeof b&&b);f||e.data("bs.modal",f=new c(this,g)),"string"==typeof b?f[b](d):g.show&&f.show(d)})}var c=function(b,c){this.options=c,this.$body=a(document.body),this.$element=a(b),this.$dialog=this.$element.find(".modal-dialog"),this.$backdrop=null,this.isShown=null,this.originalBodyPad=null,this.scrollbarWidth=0,this.ignoreBackdropClick=!1,this.options.remote&&this.$element.find(".modal-content").load(this.options.remote,a.proxy(function(){this.$element.trigger("loaded.bs.modal")},this))};c.VERSION="3.3.5",c.TRANSITION_DURATION=300,c.BACKDROP_TRANSITION_DURATION=150,c.DEFAULTS={backdrop:!0,keyboard:!0,show:!0},c.prototype.toggle=function(a){return this.isShown?this.hide():this.show(a)},c.prototype.show=function(b){var d=this,e=a.Event("show.bs.modal",{relatedTarget:b});this.$element.trigger(e),this.isShown||e.isDefaultPrevented()||(this.isShown=!0,this.checkScrollbar(),this.setScrollbar(),this.$body.addClass("modal-open"),this.escape(),this.resize(),this.$element.on("click.dismiss.bs.modal",'[data-dismiss="modal"]',a.proxy(this.hide,this)),this.$dialog.on("mousedown.dismiss.bs.modal",function(){d.$element.one("mouseup.dismiss.bs.modal",function(b){a(b.target).is(d.$element)&&(d.ignoreBackdropClick=!0)})}),this.backdrop(function(){var e=a.support.transition&&d.$element.hasClass("fade");d.$element.parent().length||d.$element.appendTo(d.$body),d.$element.show().scrollTop(0),d.adjustDialog(),e&&d.$element[0].offsetWidth,d.$element.addClass("in"),d.enforceFocus();var f=a.Event("shown.bs.modal",{relatedTarget:b});e?d.$dialog.one("bsTransitionEnd",function(){d.$element.trigger("focus").trigger(f)}).emulateTransitionEnd(c.TRANSITION_DURATION):d.$element.trigger("focus").trigger(f)}))},c.prototype.hide=function(b){b&&b.preventDefault(),b=a.Event("hide.bs.modal"),this.$element.trigger(b),this.isShown&&!b.isDefaultPrevented()&&(this.isShown=!1,this.escape(),this.resize(),a(document).off("focusin.bs.modal"),this.$element.removeClass("in").off("click.dismiss.bs.modal").off("mouseup.dismiss.bs.modal"),this.$dialog.off("mousedown.dismiss.bs.modal"),a.support.transition&&this.$element.hasClass("fade")?this.$element.one("bsTransitionEnd",a.proxy(this.hideModal,this)).emulateTransitionEnd(c.TRANSITION_DURATION):this.hideModal())},c.prototype.enforceFocus=function(){a(document).off("focusin.bs.modal").on("focusin.bs.modal",a.proxy(function(a){this.$element[0]===a.target||this.$element.has(a.target).length||this.$element.trigger("focus")},this))},c.prototype.escape=function(){this.isShown&&this.options.keyboard?this.$element.on("keydown.dismiss.bs.modal",a.proxy(function(a){27==a.which&&this.hide()},this)):this.isShown||this.$element.off("keydown.dismiss.bs.modal")},c.prototype.resize=function(){this.isShown?a(window).on("resize.bs.modal",a.proxy(this.handleUpdate,this)):a(window).off("resize.bs.modal")},c.prototype.hideModal=function(){var a=this;this.$element.hide(),this.backdrop(function(){a.$body.removeClass("modal-open"),a.resetAdjustments(),a.resetScrollbar(),a.$element.trigger("hidden.bs.modal")})},c.prototype.removeBackdrop=function(){this.$backdrop&&this.$backdrop.remove(),this.$backdrop=null},c.prototype.backdrop=function(b){var d=this,e=this.$element.hasClass("fade")?"fade":"";if(this.isShown&&this.options.backdrop){var f=a.support.transition&&e;if(this.$backdrop=a(document.createElement("div")).addClass("modal-backdrop "+e).appendTo(this.$body),this.$element.on("click.dismiss.bs.modal",a.proxy(function(a){return this.ignoreBackdropClick?void(this.ignoreBackdropClick=!1):void(a.target===a.currentTarget&&("static"==this.options.backdrop?this.$element[0].focus():this.hide()))},this)),f&&this.$backdrop[0].offsetWidth,this.$backdrop.addClass("in"),!b)return;f?this.$backdrop.one("bsTransitionEnd",b).emulateTransitionEnd(c.BACKDROP_TRANSITION_DURATION):b()}else if(!this.isShown&&this.$backdrop){this.$backdrop.removeClass("in");var g=function(){d.removeBackdrop(),b&&b()};a.support.transition&&this.$element.hasClass("fade")?this.$backdrop.one("bsTransitionEnd",g).emulateTransitionEnd(c.BACKDROP_TRANSITION_DURATION):g()}else b&&b()},c.prototype.handleUpdate=function(){this.adjustDialog()},c.prototype.adjustDialog=function(){var a=this.$element[0].scrollHeight>document.documentElement.clientHeight;this.$element.css({paddingLeft:!this.bodyIsOverflowing&&a?this.scrollbarWidth:"",paddingRight:this.bodyIsOverflowing&&!a?this.scrollbarWidth:""})},c.prototype.resetAdjustments=function(){this.$element.css({paddingLeft:"",paddingRight:""})},c.prototype.checkScrollbar=function(){var a=window.innerWidth;if(!a){var b=document.documentElement.getBoundingClientRect();a=b.right-Math.abs(b.left)}this.bodyIsOverflowing=document.body.clientWidth<a,this.scrollbarWidth=this.measureScrollbar()},c.prototype.setScrollbar=function(){var a=parseInt(this.$body.css("padding-right")||0,10);this.originalBodyPad=document.body.style.paddingRight||"",this.bodyIsOverflowing&&this.$body.css("padding-right",a+this.scrollbarWidth)},c.prototype.resetScrollbar=function(){this.$body.css("padding-right",this.originalBodyPad)},c.prototype.measureScrollbar=function(){var a=document.createElement("div");a.className="modal-scrollbar-measure",this.$body.append(a);var b=a.offsetWidth-a.clientWidth;return this.$body[0].removeChild(a),b};var d=a.fn.modal;a.fn.modal=b,a.fn.modal.Constructor=c,a.fn.modal.noConflict=function(){return a.fn.modal=d,this},a(document).on("click.bs.modal.data-api",'[data-toggle="modal"]',function(c){var d=a(this),e=d.attr("href"),f=a(d.attr("data-target")||e&&e.replace(/.*(?=#[^\s]+$)/,"")),g=f.data("bs.modal")?"toggle":a.extend({remote:!/#/.test(e)&&e},f.data(),d.data());d.is("a")&&c.preventDefault(),f.one("show.bs.modal",function(a){a.isDefaultPrevented()||f.one("hidden.bs.modal",function(){d.is(":visible")&&d.trigger("focus")})}),b.call(f,g,this)})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.tooltip"),f="object"==typeof b&&b;(e||!/destroy|hide/.test(b))&&(e||d.data("bs.tooltip",e=new c(this,f)),"string"==typeof b&&e[b]())})}var c=function(a,b){this.type=null,this.options=null,this.enabled=null,this.timeout=null,this.hoverState=null,this.$element=null,this.inState=null,this.init("tooltip",a,b)};c.VERSION="3.3.5",c.TRANSITION_DURATION=150,c.DEFAULTS={animation:!0,placement:"top",selector:!1,template:'<div class="tooltip" role="tooltip"><div class="tooltip-arrow"></div><div class="tooltip-inner"></div></div>',trigger:"hover focus",title:"",delay:0,html:!1,container:!1,viewport:{selector:"body",padding:0}},c.prototype.init=function(b,c,d){if(this.enabled=!0,this.type=b,this.$element=a(c),this.options=this.getOptions(d),this.$viewport=this.options.viewport&&a(a.isFunction(this.options.viewport)?this.options.viewport.call(this,this.$element):this.options.viewport.selector||this.options.viewport),this.inState={click:!1,hover:!1,focus:!1},this.$element[0]instanceof document.constructor&&!this.options.selector)throw new Error("`selector` option must be specified when initializing "+this.type+" on the window.document object!");for(var e=this.options.trigger.split(" "),f=e.length;f--;){var g=e[f];if("click"==g)this.$element.on("click."+this.type,this.options.selector,a.proxy(this.toggle,this));else if("manual"!=g){var h="hover"==g?"mouseenter":"focusin",i="hover"==g?"mouseleave":"focusout";this.$element.on(h+"."+this.type,this.options.selector,a.proxy(this.enter,this)),this.$element.on(i+"."+this.type,this.options.selector,a.proxy(this.leave,this))}}this.options.selector?this._options=a.extend({},this.options,{trigger:"manual",selector:""}):this.fixTitle()},c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.getOptions=function(b){return b=a.extend({},this.getDefaults(),this.$element.data(),b),b.delay&&"number"==typeof b.delay&&(b.delay={show:b.delay,hide:b.delay}),b},c.prototype.getDelegateOptions=function(){var b={},c=this.getDefaults();return this._options&&a.each(this._options,function(a,d){c[a]!=d&&(b[a]=d)}),b},c.prototype.enter=function(b){var c=b instanceof this.constructor?b:a(b.currentTarget).data("bs."+this.type);return c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c)),b instanceof a.Event&&(c.inState["focusin"==b.type?"focus":"hover"]=!0),c.tip().hasClass("in")||"in"==c.hoverState?void(c.hoverState="in"):(clearTimeout(c.timeout),c.hoverState="in",c.options.delay&&c.options.delay.show?void(c.timeout=setTimeout(function(){"in"==c.hoverState&&c.show()},c.options.delay.show)):c.show())},c.prototype.isInStateTrue=function(){for(var a in this.inState)if(this.inState[a])return!0;return!1},c.prototype.leave=function(b){var c=b instanceof this.constructor?b:a(b.currentTarget).data("bs."+this.type);return c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c)),b instanceof a.Event&&(c.inState["focusout"==b.type?"focus":"hover"]=!1),c.isInStateTrue()?void 0:(clearTimeout(c.timeout),c.hoverState="out",c.options.delay&&c.options.delay.hide?void(c.timeout=setTimeout(function(){"out"==c.hoverState&&c.hide()},c.options.delay.hide)):c.hide())},c.prototype.show=function(){var b=a.Event("show.bs."+this.type);if(this.hasContent()&&this.enabled){this.$element.trigger(b);var d=a.contains(this.$element[0].ownerDocument.documentElement,this.$element[0]);if(b.isDefaultPrevented()||!d)return;var e=this,f=this.tip(),g=this.getUID(this.type);this.setContent(),f.attr("id",g),this.$element.attr("aria-describedby",g),this.options.animation&&f.addClass("fade");var h="function"==typeof this.options.placement?this.options.placement.call(this,f[0],this.$element[0]):this.options.placement,i=/\s?auto?\s?/i,j=i.test(h);j&&(h=h.replace(i,"")||"top"),f.detach().css({top:0,left:0,display:"block"}).addClass(h).data("bs."+this.type,this),this.options.container?f.appendTo(this.options.container):f.insertAfter(this.$element),this.$element.trigger("inserted.bs."+this.type);var k=this.getPosition(),l=f[0].offsetWidth,m=f[0].offsetHeight;if(j){var n=h,o=this.getPosition(this.$viewport);h="bottom"==h&&k.bottom+m>o.bottom?"top":"top"==h&&k.top-m<o.top?"bottom":"right"==h&&k.right+l>o.width?"left":"left"==h&&k.left-l<o.left?"right":h,f.removeClass(n).addClass(h)}var p=this.getCalculatedOffset(h,k,l,m);this.applyPlacement(p,h);var q=function(){var a=e.hoverState;e.$element.trigger("shown.bs."+e.type),e.hoverState=null,"out"==a&&e.leave(e)};a.support.transition&&this.$tip.hasClass("fade")?f.one("bsTransitionEnd",q).emulateTransitionEnd(c.TRANSITION_DURATION):q()}},c.prototype.applyPlacement=function(b,c){var d=this.tip(),e=d[0].offsetWidth,f=d[0].offsetHeight,g=parseInt(d.css("margin-top"),10),h=parseInt(d.css("margin-left"),10);isNaN(g)&&(g=0),isNaN(h)&&(h=0),b.top+=g,b.left+=h,a.offset.setOffset(d[0],a.extend({using:function(a){d.css({top:Math.round(a.top),left:Math.round(a.left)})}},b),0),d.addClass("in");var i=d[0].offsetWidth,j=d[0].offsetHeight;"top"==c&&j!=f&&(b.top=b.top+f-j);var k=this.getViewportAdjustedDelta(c,b,i,j);k.left?b.left+=k.left:b.top+=k.top;var l=/top|bottom/.test(c),m=l?2*k.left-e+i:2*k.top-f+j,n=l?"offsetWidth":"offsetHeight";d.offset(b),this.replaceArrow(m,d[0][n],l)},c.prototype.replaceArrow=function(a,b,c){this.arrow().css(c?"left":"top",50*(1-a/b)+"%").css(c?"top":"left","")},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle();a.find(".tooltip-inner")[this.options.html?"html":"text"](b),a.removeClass("fade in top bottom left right")},c.prototype.hide=function(b){function d(){"in"!=e.hoverState&&f.detach(),e.$element.removeAttr("aria-describedby").trigger("hidden.bs."+e.type),b&&b()}var e=this,f=a(this.$tip),g=a.Event("hide.bs."+this.type);return this.$element.trigger(g),g.isDefaultPrevented()?void 0:(f.removeClass("in"),a.support.transition&&f.hasClass("fade")?f.one("bsTransitionEnd",d).emulateTransitionEnd(c.TRANSITION_DURATION):d(),this.hoverState=null,this)},c.prototype.fixTitle=function(){var a=this.$element;(a.attr("title")||"string"!=typeof a.attr("data-original-title"))&&a.attr("data-original-title",a.attr("title")||"").attr("title","")},c.prototype.hasContent=function(){return this.getTitle()},c.prototype.getPosition=function(b){b=b||this.$element;var c=b[0],d="BODY"==c.tagName,e=c.getBoundingClientRect();null==e.width&&(e=a.extend({},e,{width:e.right-e.left,height:e.bottom-e.top}));var f=d?{top:0,left:0}:b.offset(),g={scroll:d?document.documentElement.scrollTop||document.body.scrollTop:b.scrollTop()},h=d?{width:a(window).width(),height:a(window).height()}:null;return a.extend({},e,g,h,f)},c.prototype.getCalculatedOffset=function(a,b,c,d){return"bottom"==a?{top:b.top+b.height,left:b.left+b.width/2-c/2}:"top"==a?{top:b.top-d,left:b.left+b.width/2-c/2}:"left"==a?{top:b.top+b.height/2-d/2,left:b.left-c}:{top:b.top+b.height/2-d/2,left:b.left+b.width}},c.prototype.getViewportAdjustedDelta=function(a,b,c,d){var e={top:0,left:0};if(!this.$viewport)return e;var f=this.options.viewport&&this.options.viewport.padding||0,g=this.getPosition(this.$viewport);if(/right|left/.test(a)){var h=b.top-f-g.scroll,i=b.top+f-g.scroll+d;h<g.top?e.top=g.top-h:i>g.top+g.height&&(e.top=g.top+g.height-i)}else{var j=b.left-f,k=b.left+f+c;j<g.left?e.left=g.left-j:k>g.right&&(e.left=g.left+g.width-k)}return e},c.prototype.getTitle=function(){var a,b=this.$element,c=this.options;return a=b.attr("data-original-title")||("function"==typeof c.title?c.title.call(b[0]):c.title)},c.prototype.getUID=function(a){do a+=~~(1e6*Math.random());while(document.getElementById(a));return a},c.prototype.tip=function(){if(!this.$tip&&(this.$tip=a(this.options.template),1!=this.$tip.length))throw new Error(this.type+" `template` option must consist of exactly 1 top-level element!");return this.$tip},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(".tooltip-arrow")},c.prototype.enable=function(){this.enabled=!0},c.prototype.disable=function(){this.enabled=!1},c.prototype.toggleEnabled=function(){this.enabled=!this.enabled},c.prototype.toggle=function(b){var c=this;b&&(c=a(b.currentTarget).data("bs."+this.type),c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c))),b?(c.inState.click=!c.inState.click,c.isInStateTrue()?c.enter(c):c.leave(c)):c.tip().hasClass("in")?c.leave(c):c.enter(c)},c.prototype.destroy=function(){var a=this;clearTimeout(this.timeout),this.hide(function(){a.$element.off("."+a.type).removeData("bs."+a.type),a.$tip&&a.$tip.detach(),a.$tip=null,a.$arrow=null,a.$viewport=null})};var d=a.fn.tooltip;a.fn.tooltip=b,a.fn.tooltip.Constructor=c,a.fn.tooltip.noConflict=function(){return a.fn.tooltip=d,this}}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.popover"),f="object"==typeof b&&b;(e||!/destroy|hide/.test(b))&&(e||d.data("bs.popover",e=new c(this,f)),"string"==typeof b&&e[b]())})}var c=function(a,b){this.init("popover",a,b)};if(!a.fn.tooltip)throw new Error("Popover requires tooltip.js");c.VERSION="3.3.5",c.DEFAULTS=a.extend({},a.fn.tooltip.Constructor.DEFAULTS,{placement:"right",trigger:"click",content:"",template:'<div class="popover" role="tooltip"><div class="arrow"></div><h3 class="popover-title"></h3><div class="popover-content"></div></div>'}),c.prototype=a.extend({},a.fn.tooltip.Constructor.prototype),c.prototype.constructor=c,c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle(),c=this.getContent();a.find(".popover-title")[this.options.html?"html":"text"](b),a.find(".popover-content").children().detach().end()[this.options.html?"string"==typeof c?"html":"append":"text"](c),a.removeClass("fade top bottom left right in"),a.find(".popover-title").html()||a.find(".popover-title").hide()},c.prototype.hasContent=function(){return this.getTitle()||this.getContent()},c.prototype.getContent=function(){var a=this.$element,b=this.options;return a.attr("data-content")||("function"==typeof b.content?b.content.call(a[0]):b.content)},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(".arrow")};var d=a.fn.popover;a.fn.popover=b,a.fn.popover.Constructor=c,a.fn.popover.noConflict=function(){return a.fn.popover=d,this}}(jQuery),+function(a){"use strict";function b(c,d){this.$body=a(document.body),this.$scrollElement=a(a(c).is(document.body)?window:c),this.options=a.extend({},b.DEFAULTS,d),this.selector=(this.options.target||"")+" .nav li > a",this.offsets=[],this.targets=[],this.activeTarget=null,this.scrollHeight=0,this.$scrollElement.on("scroll.bs.scrollspy",a.proxy(this.process,this)),this.refresh(),this.process()}function c(c){return this.each(function(){var d=a(this),e=d.data("bs.scrollspy"),f="object"==typeof c&&c;e||d.data("bs.scrollspy",e=new b(this,f)),"string"==typeof c&&e[c]()})}b.VERSION="3.3.5",b.DEFAULTS={offset:10},b.prototype.getScrollHeight=function(){return this.$scrollElement[0].scrollHeight||Math.max(this.$body[0].scrollHeight,document.documentElement.scrollHeight)},b.prototype.refresh=function(){var b=this,c="offset",d=0;this.offsets=[],this.targets=[],this.scrollHeight=this.getScrollHeight(),a.isWindow(this.$scrollElement[0])||(c="position",d=this.$scrollElement.scrollTop()),this.$body.find(this.selector).map(function(){var b=a(this),e=b.data("target")||b.attr("href"),f=/^#./.test(e)&&a(e);return f&&f.length&&f.is(":visible")&&[[f[c]().top+d,e]]||null}).sort(function(a,b){return a[0]-b[0]}).each(function(){b.offsets.push(this[0]),b.targets.push(this[1])})},b.prototype.process=function(){var a,b=this.$scrollElement.scrollTop()+this.options.offset,c=this.getScrollHeight(),d=this.options.offset+c-this.$scrollElement.height(),e=this.offsets,f=this.targets,g=this.activeTarget;if(this.scrollHeight!=c&&this.refresh(),b>=d)return g!=(a=f[f.length-1])&&this.activate(a);if(g&&b<e[0])return this.activeTarget=null,this.clear();for(a=e.length;a--;)g!=f[a]&&b>=e[a]&&(void 0===e[a+1]||b<e[a+1])&&this.activate(f[a])},b.prototype.activate=function(b){this.activeTarget=b,this.clear();var c=this.selector+'[data-target="'+b+'"],'+this.selector+'[href="'+b+'"]',d=a(c).parents("li").addClass("active");d.parent(".dropdown-menu").length&&(d=d.closest("li.dropdown").addClass("active")),
+d.trigger("activate.bs.scrollspy")},b.prototype.clear=function(){a(this.selector).parentsUntil(this.options.target,".active").removeClass("active")};var d=a.fn.scrollspy;a.fn.scrollspy=c,a.fn.scrollspy.Constructor=b,a.fn.scrollspy.noConflict=function(){return a.fn.scrollspy=d,this},a(window).on("load.bs.scrollspy.data-api",function(){a('[data-spy="scroll"]').each(function(){var b=a(this);c.call(b,b.data())})})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.tab");e||d.data("bs.tab",e=new c(this)),"string"==typeof b&&e[b]()})}var c=function(b){this.element=a(b)};c.VERSION="3.3.5",c.TRANSITION_DURATION=150,c.prototype.show=function(){var b=this.element,c=b.closest("ul:not(.dropdown-menu)"),d=b.data("target");if(d||(d=b.attr("href"),d=d&&d.replace(/.*(?=#[^\s]*$)/,"")),!b.parent("li").hasClass("active")){var e=c.find(".active:last a"),f=a.Event("hide.bs.tab",{relatedTarget:b[0]}),g=a.Event("show.bs.tab",{relatedTarget:e[0]});if(e.trigger(f),b.trigger(g),!g.isDefaultPrevented()&&!f.isDefaultPrevented()){var h=a(d);this.activate(b.closest("li"),c),this.activate(h,h.parent(),function(){e.trigger({type:"hidden.bs.tab",relatedTarget:b[0]}),b.trigger({type:"shown.bs.tab",relatedTarget:e[0]})})}}},c.prototype.activate=function(b,d,e){function f(){g.removeClass("active").find("> .dropdown-menu > .active").removeClass("active").end().find('[data-toggle="tab"]').attr("aria-expanded",!1),b.addClass("active").find('[data-toggle="tab"]').attr("aria-expanded",!0),h?(b[0].offsetWidth,b.addClass("in")):b.removeClass("fade"),b.parent(".dropdown-menu").length&&b.closest("li.dropdown").addClass("active").end().find('[data-toggle="tab"]').attr("aria-expanded",!0),e&&e()}var g=d.find("> .active"),h=e&&a.support.transition&&(g.length&&g.hasClass("fade")||!!d.find("> .fade").length);g.length&&h?g.one("bsTransitionEnd",f).emulateTransitionEnd(c.TRANSITION_DURATION):f(),g.removeClass("in")};var d=a.fn.tab;a.fn.tab=b,a.fn.tab.Constructor=c,a.fn.tab.noConflict=function(){return a.fn.tab=d,this};var e=function(c){c.preventDefault(),b.call(a(this),"show")};a(document).on("click.bs.tab.data-api",'[data-toggle="tab"]',e).on("click.bs.tab.data-api",'[data-toggle="pill"]',e)}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.affix"),f="object"==typeof b&&b;e||d.data("bs.affix",e=new c(this,f)),"string"==typeof b&&e[b]()})}var c=function(b,d){this.options=a.extend({},c.DEFAULTS,d),this.$target=a(this.options.target).on("scroll.bs.affix.data-api",a.proxy(this.checkPosition,this)).on("click.bs.affix.data-api",a.proxy(this.checkPositionWithEventLoop,this)),this.$element=a(b),this.affixed=null,this.unpin=null,this.pinnedOffset=null,this.checkPosition()};c.VERSION="3.3.5",c.RESET="affix affix-top affix-bottom",c.DEFAULTS={offset:0,target:window},c.prototype.getState=function(a,b,c,d){var e=this.$target.scrollTop(),f=this.$element.offset(),g=this.$target.height();if(null!=c&&"top"==this.affixed)return c>e?"top":!1;if("bottom"==this.affixed)return null!=c?e+this.unpin<=f.top?!1:"bottom":a-d>=e+g?!1:"bottom";var h=null==this.affixed,i=h?e:f.top,j=h?g:b;return null!=c&&c>=e?"top":null!=d&&i+j>=a-d?"bottom":!1},c.prototype.getPinnedOffset=function(){if(this.pinnedOffset)return this.pinnedOffset;this.$element.removeClass(c.RESET).addClass("affix");var a=this.$target.scrollTop(),b=this.$element.offset();return this.pinnedOffset=b.top-a},c.prototype.checkPositionWithEventLoop=function(){setTimeout(a.proxy(this.checkPosition,this),1)},c.prototype.checkPosition=function(){if(this.$element.is(":visible")){var b=this.$element.height(),d=this.options.offset,e=d.top,f=d.bottom,g=Math.max(a(document).height(),a(document.body).height());"object"!=typeof d&&(f=e=d),"function"==typeof e&&(e=d.top(this.$element)),"function"==typeof f&&(f=d.bottom(this.$element));var h=this.getState(g,b,e,f);if(this.affixed!=h){null!=this.unpin&&this.$element.css("top","");var i="affix"+(h?"-"+h:""),j=a.Event(i+".bs.affix");if(this.$element.trigger(j),j.isDefaultPrevented())return;this.affixed=h,this.unpin="bottom"==h?this.getPinnedOffset():null,this.$element.removeClass(c.RESET).addClass(i).trigger(i.replace("affix","affixed")+".bs.affix")}"bottom"==h&&this.$element.offset({top:g-b-f})}};var d=a.fn.affix;a.fn.affix=b,a.fn.affix.Constructor=c,a.fn.affix.noConflict=function(){return a.fn.affix=d,this},a(window).on("load",function(){a('[data-spy="affix"]').each(function(){var c=a(this),d=c.data();d.offset=d.offset||{},null!=d.offsetBottom&&(d.offset.bottom=d.offsetBottom),null!=d.offsetTop&&(d.offset.top=d.offsetTop),b.call(c,d)})})}(jQuery);</script>
+<script>/**
+* @preserve HTML5 Shiv 3.7.2 | @afarkas @jdalton @jon_neal @rem | MIT/GPL2 Licensed
+*/
+// Only run this code in IE 8
+if (!!window.navigator.userAgent.match("MSIE 8")) {
+!function(a,b){function c(a,b){var c=a.createElement("p"),d=a.getElementsByTagName("head")[0]||a.documentElement;return c.innerHTML="x<style>"+b+"</style>",d.insertBefore(c.lastChild,d.firstChild)}function d(){var a=t.elements;return"string"==typeof a?a.split(" "):a}function e(a,b){var c=t.elements;"string"!=typeof c&&(c=c.join(" ")),"string"!=typeof a&&(a=a.join(" ")),t.elements=c+" "+a,j(b)}function f(a){var b=s[a[q]];return b||(b={},r++,a[q]=r,s[r]=b),b}function g(a,c,d){if(c||(c=b),l)return c.createElement(a);d||(d=f(c));var e;return e=d.cache[a]?d.cache[a].cloneNode():p.test(a)?(d.cache[a]=d.createElem(a)).cloneNode():d.createElem(a),!e.canHaveChildren||o.test(a)||e.tagUrn?e:d.frag.appendChild(e)}function h(a,c){if(a||(a=b),l)return a.createDocumentFragment();c=c||f(a);for(var e=c.frag.cloneNode(),g=0,h=d(),i=h.length;i>g;g++)e.createElement(h[g]);return e}function i(a,b){b.cache||(b.cache={},b.createElem=a.createElement,b.createFrag=a.createDocumentFragment,b.frag=b.createFrag()),a.createElement=function(c){return t.shivMethods?g(c,a,b):b.createElem(c)},a.createDocumentFragment=Function("h,f","return function(){var n=f.cloneNode(),c=n.createElement;h.shivMethods&&("+d().join().replace(/[\w\-:]+/g,function(a){return b.createElem(a),b.frag.createElement(a),'c("'+a+'")'})+");return n}")(t,b.frag)}function j(a){a||(a=b);var d=f(a);return!t.shivCSS||k||d.hasCSS||(d.hasCSS=!!c(a,"article,aside,dialog,figcaption,figure,footer,header,hgroup,main,nav,section{display:block}mark{background:#FF0;color:#000}template{display:none}")),l||i(a,d),a}var k,l,m="3.7.2",n=a.html5||{},o=/^<|^(?:button|map|select|textarea|object|iframe|option|optgroup)$/i,p=/^(?:a|b|code|div|fieldset|h1|h2|h3|h4|h5|h6|i|label|li|ol|p|q|span|strong|style|table|tbody|td|th|tr|ul)$/i,q="_html5shiv",r=0,s={};!function(){try{var a=b.createElement("a");a.innerHTML="<xyz></xyz>",k="hidden"in a,l=1==a.childNodes.length||function(){b.createElement("a");var a=b.createDocumentFragment();return"undefined"==typeof a.cloneNode||"undefined"==typeof a.createDocumentFragment||"undefined"==typeof a.createElement}()}catch(c){k=!0,l=!0}}();var t={elements:n.elements||"abbr article aside audio bdi canvas data datalist details dialog figcaption figure footer header hgroup main mark meter nav output picture progress section summary template time video",version:m,shivCSS:n.shivCSS!==!1,supportsUnknownElements:l,shivMethods:n.shivMethods!==!1,type:"default",shivDocument:j,createElement:g,createDocumentFragment:h,addElements:e};a.html5=t,j(b)}(this,document);
+};
+</script>
+<script>/*! Respond.js v1.4.2: min/max-width media query polyfill * Copyright 2013 Scott Jehl
+ * Licensed under https://github.com/scottjehl/Respond/blob/master/LICENSE-MIT
+ *  */
+
+// Only run this code in IE 8
+if (!!window.navigator.userAgent.match("MSIE 8")) {
+!function(a){"use strict";a.matchMedia=a.matchMedia||function(a){var b,c=a.documentElement,d=c.firstElementChild||c.firstChild,e=a.createElement("body"),f=a.createElement("div");return f.id="mq-test-1",f.style.cssText="position:absolute;top:-100em",e.style.background="none",e.appendChild(f),function(a){return f.innerHTML='&shy;<style media="'+a+'"> #mq-test-1 { width: 42px; }</style>',c.insertBefore(e,d),b=42===f.offsetWidth,c.removeChild(e),{matches:b,media:a}}}(a.document)}(this),function(a){"use strict";function b(){u(!0)}var c={};a.respond=c,c.update=function(){};var d=[],e=function(){var b=!1;try{b=new a.XMLHttpRequest}catch(c){b=new a.ActiveXObject("Microsoft.XMLHTTP")}return function(){return b}}(),f=function(a,b){var c=e();c&&(c.open("GET",a,!0),c.onreadystatechange=function(){4!==c.readyState||200!==c.status&&304!==c.status||b(c.responseText)},4!==c.readyState&&c.send(null))};if(c.ajax=f,c.queue=d,c.regex={media:/@media[^\{]+\{([^\{\}]*\{[^\}\{]*\})+/gi,keyframes:/@(?:\-(?:o|moz|webkit)\-)?keyframes[^\{]+\{(?:[^\{\}]*\{[^\}\{]*\})+[^\}]*\}/gi,urls:/(url\()['"]?([^\/\)'"][^:\)'"]+)['"]?(\))/g,findStyles:/@media *([^\{]+)\{([\S\s]+?)$/,only:/(only\s+)?([a-zA-Z]+)\s?/,minw:/\([\s]*min\-width\s*:[\s]*([\s]*[0-9\.]+)(px|em)[\s]*\)/,maxw:/\([\s]*max\-width\s*:[\s]*([\s]*[0-9\.]+)(px|em)[\s]*\)/},c.mediaQueriesSupported=a.matchMedia&&null!==a.matchMedia("only all")&&a.matchMedia("only all").matches,!c.mediaQueriesSupported){var g,h,i,j=a.document,k=j.documentElement,l=[],m=[],n=[],o={},p=30,q=j.getElementsByTagName("head")[0]||k,r=j.getElementsByTagName("base")[0],s=q.getElementsByTagName("link"),t=function(){var a,b=j.createElement("div"),c=j.body,d=k.style.fontSize,e=c&&c.style.fontSize,f=!1;return b.style.cssText="position:absolute;font-size:1em;width:1em",c||(c=f=j.createElement("body"),c.style.background="none"),k.style.fontSize="100%",c.style.fontSize="100%",c.appendChild(b),f&&k.insertBefore(c,k.firstChild),a=b.offsetWidth,f?k.removeChild(c):c.removeChild(b),k.style.fontSize=d,e&&(c.style.fontSize=e),a=i=parseFloat(a)},u=function(b){var c="clientWidth",d=k[c],e="CSS1Compat"===j.compatMode&&d||j.body[c]||d,f={},o=s[s.length-1],r=(new Date).getTime();if(b&&g&&p>r-g)return a.clearTimeout(h),h=a.setTimeout(u,p),void 0;g=r;for(var v in l)if(l.hasOwnProperty(v)){var w=l[v],x=w.minw,y=w.maxw,z=null===x,A=null===y,B="em";x&&(x=parseFloat(x)*(x.indexOf(B)>-1?i||t():1)),y&&(y=parseFloat(y)*(y.indexOf(B)>-1?i||t():1)),w.hasquery&&(z&&A||!(z||e>=x)||!(A||y>=e))||(f[w.media]||(f[w.media]=[]),f[w.media].push(m[w.rules]))}for(var C in n)n.hasOwnProperty(C)&&n[C]&&n[C].parentNode===q&&q.removeChild(n[C]);n.length=0;for(var D in f)if(f.hasOwnProperty(D)){var E=j.createElement("style"),F=f[D].join("\n");E.type="text/css",E.media=D,q.insertBefore(E,o.nextSibling),E.styleSheet?E.styleSheet.cssText=F:E.appendChild(j.createTextNode(F)),n.push(E)}},v=function(a,b,d){var e=a.replace(c.regex.keyframes,"").match(c.regex.media),f=e&&e.length||0;b=b.substring(0,b.lastIndexOf("/"));var g=function(a){return a.replace(c.regex.urls,"$1"+b+"$2$3")},h=!f&&d;b.length&&(b+="/"),h&&(f=1);for(var i=0;f>i;i++){var j,k,n,o;h?(j=d,m.push(g(a))):(j=e[i].match(c.regex.findStyles)&&RegExp.$1,m.push(RegExp.$2&&g(RegExp.$2))),n=j.split(","),o=n.length;for(var p=0;o>p;p++)k=n[p],l.push({media:k.split("(")[0].match(c.regex.only)&&RegExp.$2||"all",rules:m.length-1,hasquery:k.indexOf("(")>-1,minw:k.match(c.regex.minw)&&parseFloat(RegExp.$1)+(RegExp.$2||""),maxw:k.match(c.regex.maxw)&&parseFloat(RegExp.$1)+(RegExp.$2||"")})}u()},w=function(){if(d.length){var b=d.shift();f(b.href,function(c){v(c,b.href,b.media),o[b.href]=!0,a.setTimeout(function(){w()},0)})}},x=function(){for(var b=0;b<s.length;b++){var c=s[b],e=c.href,f=c.media,g=c.rel&&"stylesheet"===c.rel.toLowerCase();e&&g&&!o[e]&&(c.styleSheet&&c.styleSheet.rawCssText?(v(c.styleSheet.rawCssText,e,f),o[e]=!0):(!/^([a-zA-Z:]*\/\/)/.test(e)&&!r||e.replace(RegExp.$1,"").split("/")[0]===a.location.host)&&("//"===e.substring(0,2)&&(e=a.location.protocol+e),d.push({href:e,media:f})))}w()};x(),c.update=x,c.getEmValue=t,a.addEventListener?a.addEventListener("resize",b,!1):a.attachEvent&&a.attachEvent("onresize",b)}}(this);
+};
+</script>
+<style type="text/css">.pagedtable {
+overflow: auto;
+padding-left: 8px;
+padding-right: 8px;
+}
+.pagedtable-wrapper {
+border: 1px solid #ccc;
+border-radius: 4px;
+margin-bottom: 10px;
+}
+.pagedtable table {
+width: 100%;
+max-width: 100%;
+margin: 0;
+}
+.pagedtable th {
+padding: 0 5px 0 5px;
+border: none;
+border-bottom: 2px solid #dddddd;
+min-width: 45px;
+}
+.pagedtable-empty th {
+display: none;
+}
+.pagedtable td {
+padding: 0 4px 0 4px;
+}
+.pagedtable .even {
+background-color: rgba(140, 140, 140, 0.1);
+}
+.pagedtable-padding-col {
+display: none;
+}
+.pagedtable a {
+-webkit-touch-callout: none;
+-webkit-user-select: none;
+-khtml-user-select: none;
+-moz-user-select: none;
+-ms-user-select: none;
+user-select: none;
+}
+.pagedtable-index-nav {
+cursor: pointer;
+padding: 0 5px 0 5px;
+float: right;
+border: 0;
+}
+.pagedtable-index-nav-disabled {
+cursor: default;
+text-decoration: none;
+color: #999;
+}
+a.pagedtable-index-nav-disabled:hover {
+text-decoration: none;
+color: #999;
+}
+.pagedtable-indexes {
+cursor: pointer;
+float: right;
+border: 0;
+}
+.pagedtable-index-current {
+cursor: default;
+text-decoration: none;
+font-weight: bold;
+color: #333;
+border: 0;
+}
+a.pagedtable-index-current:hover {
+text-decoration: none;
+font-weight: bold;
+color: #333;
+}
+.pagedtable-index {
+width: 30px;
+display: inline-block;
+text-align: center;
+border: 0;
+}
+.pagedtable-index-separator-left {
+display: inline-block;
+color: #333;
+font-size: 9px;
+padding: 0 0 0 0;
+cursor: default;
+}
+.pagedtable-index-separator-right {
+display: inline-block;
+color: #333;
+font-size: 9px;
+padding: 0 4px 0 0;
+cursor: default;
+}
+.pagedtable-footer {
+padding-top: 4px;
+padding-bottom: 5px;
+}
+.pagedtable-not-empty .pagedtable-footer {
+border-top: 2px solid #dddddd;
+}
+.pagedtable-info {
+overflow: hidden;
+color: #999;
+white-space: nowrap;
+text-overflow: ellipsis;
+}
+.pagedtable-header-name {
+overflow: hidden;
+text-overflow: ellipsis;
+}
+.pagedtable-header-type {
+color: #999;
+font-weight: 400;
+}
+.pagedtable-na-cell {
+font-style: italic;
+opacity: 0.3;
+}
+</style>
+<script>// Production steps of ECMA-262, Edition 5, 15.4.4.18
+// Reference: http://es5.github.io/#x15.4.4.18
+if (!Array.prototype.forEach) {
+
+  Array.prototype.forEach = function(callback, thisArg) {
+
+    var T, k;
+
+    if (this === null) {
+      throw new TypeError(' this is null or not defined');
+    }
+
+    // 1. Let O be the result of calling toObject() passing the
+    // |this| value as the argument.
+    var O = Object(this);
+
+    // 2. Let lenValue be the result of calling the Get() internal
+    // method of O with the argument "length".
+    // 3. Let len be toUint32(lenValue).
+    var len = O.length >>> 0;
+
+    // 4. If isCallable(callback) is false, throw a TypeError exception.
+    // See: http://es5.github.com/#x9.11
+    if (typeof callback !== "function") {
+      throw new TypeError(callback + ' is not a function');
+    }
+
+    // 5. If thisArg was supplied, let T be thisArg; else let
+    // T be undefined.
+    if (arguments.length > 1) {
+      T = thisArg;
+    }
+
+    // 6. Let k be 0
+    k = 0;
+
+    // 7. Repeat, while k < len
+    while (k < len) {
+
+      var kValue;
+
+      // a. Let Pk be ToString(k).
+      //    This is implicit for LHS operands of the in operator
+      // b. Let kPresent be the result of calling the HasProperty
+      //    internal method of O with argument Pk.
+      //    This step can be combined with c
+      // c. If kPresent is true, then
+      if (k in O) {
+
+        // i. Let kValue be the result of calling the Get internal
+        // method of O with argument Pk.
+        kValue = O[k];
+
+        // ii. Call the Call internal method of callback with T as
+        // the this value and argument list containing kValue, k, and O.
+        callback.call(T, kValue, k, O);
+      }
+      // d. Increase k by 1.
+      k++;
+    }
+    // 8. return undefined
+  };
+}
+
+// Production steps of ECMA-262, Edition 5, 15.4.4.19
+// Reference: http://es5.github.io/#x15.4.4.19
+if (!Array.prototype.map) {
+
+  Array.prototype.map = function(callback, thisArg) {
+
+    var T, A, k;
+
+    if (this == null) {
+      throw new TypeError(' this is null or not defined');
+    }
+
+    // 1. Let O be the result of calling ToObject passing the |this|
+    //    value as the argument.
+    var O = Object(this);
+
+    // 2. Let lenValue be the result of calling the Get internal
+    //    method of O with the argument "length".
+    // 3. Let len be ToUint32(lenValue).
+    var len = O.length >>> 0;
+
+    // 4. If IsCallable(callback) is false, throw a TypeError exception.
+    // See: http://es5.github.com/#x9.11
+    if (typeof callback !== 'function') {
+      throw new TypeError(callback + ' is not a function');
+    }
+
+    // 5. If thisArg was supplied, let T be thisArg; else let T be undefined.
+    if (arguments.length > 1) {
+      T = thisArg;
+    }
+
+    // 6. Let A be a new array created as if by the expression new Array(len)
+    //    where Array is the standard built-in constructor with that name and
+    //    len is the value of len.
+    A = new Array(len);
+
+    // 7. Let k be 0
+    k = 0;
+
+    // 8. Repeat, while k < len
+    while (k < len) {
+
+      var kValue, mappedValue;
+
+      // a. Let Pk be ToString(k).
+      //   This is implicit for LHS operands of the in operator
+      // b. Let kPresent be the result of calling the HasProperty internal
+      //    method of O with argument Pk.
+      //   This step can be combined with c
+      // c. If kPresent is true, then
+      if (k in O) {
+
+        // i. Let kValue be the result of calling the Get internal
+        //    method of O with argument Pk.
+        kValue = O[k];
+
+        // ii. Let mappedValue be the result of calling the Call internal
+        //     method of callback with T as the this value and argument
+        //     list containing kValue, k, and O.
+        mappedValue = callback.call(T, kValue, k, O);
+
+        // iii. Call the DefineOwnProperty internal method of A with arguments
+        // Pk, Property Descriptor
+        // { Value: mappedValue,
+        //   Writable: true,
+        //   Enumerable: true,
+        //   Configurable: true },
+        // and false.
+
+        // In browsers that support Object.defineProperty, use the following:
+        // Object.defineProperty(A, k, {
+        //   value: mappedValue,
+        //   writable: true,
+        //   enumerable: true,
+        //   configurable: true
+        // });
+
+        // For best browser support, use the following:
+        A[k] = mappedValue;
+      }
+      // d. Increase k by 1.
+      k++;
+    }
+
+    // 9. return A
+    return A;
+  };
+}
+
+var PagedTable = function (pagedTable) {
+  var me = this;
+
+  var source = function(pagedTable) {
+    var sourceElems = [].slice.call(pagedTable.children).filter(function(e) {
+      return e.hasAttribute("data-pagedtable-source");
+    });
+
+    if (sourceElems === null || sourceElems.length !== 1) {
+      throw("A single data-pagedtable-source was not found");
+    }
+
+    return JSON.parse(sourceElems[0].innerHTML);
+  }(pagedTable);
+
+  var options = function(source) {
+    var options = typeof(source.options) !== "undefined" &&
+      source.options !== null ? source.options : {};
+
+    var columns = typeof(options.columns) !== "undefined" ? options.columns : {};
+    var rows = typeof(options.rows) !== "undefined" ? options.rows : {};
+
+    var positiveIntOrNull = function(value) {
+      return parseInt(value) >= 0 ? parseInt(value) : null;
+    };
+
+    return {
+      pages: positiveIntOrNull(options.pages),
+      rows: {
+        min: positiveIntOrNull(rows.min),
+        max: positiveIntOrNull(rows.max),
+        total: positiveIntOrNull(rows.total)
+      },
+      columns: {
+        min: positiveIntOrNull(columns.min),
+        max: positiveIntOrNull(columns.max),
+        total: positiveIntOrNull(columns.total)
+      }
+    };
+  }(source);
+
+  var Measurer = function() {
+
+    // set some default initial values that will get adjusted in runtime
+    me.measures = {
+      padding: 12,
+      character: 8,
+      height: 15,
+      defaults: true
+    };
+
+    me.calculate = function(measuresCell) {
+      if (!me.measures.defaults)
+        return;
+
+      var measuresCellStyle = window.getComputedStyle(measuresCell, null);
+
+      var newPadding = parsePadding(measuresCellStyle.paddingLeft) +
+            parsePadding(measuresCellStyle.paddingRight);
+
+      var sampleString = "ABCDEFGHIJ0123456789";
+      var newCharacter = Math.ceil(measuresCell.clientWidth / sampleString.length);
+
+      if (newPadding <= 0 || newCharacter <= 0)
+        return;
+
+      me.measures.padding = newPadding;
+      me.measures.character = newCharacter;
+      me.measures.height = measuresCell.clientHeight;
+      me.measures.defaults = false;
+    };
+
+    return me;
+  };
+
+  var Page = function(data, options) {
+    var me = this;
+
+    var defaults = {
+      max: 7,
+      rows: 10
+    };
+
+    var totalPages = function() {
+      return Math.ceil(data.length / me.rows);
+    };
+
+    me.number = 0;
+    me.max = options.pages !== null ? options.pages : defaults.max;
+    me.visible = me.max;
+    me.rows = options.rows.min !== null ? options.rows.min : defaults.rows;
+    me.total = totalPages();
+
+    me.setRows = function(newRows) {
+      me.rows = newRows;
+      me.total = totalPages();
+    };
+
+    me.setPageNumber = function(newPageNumber) {
+      if (newPageNumber < 0) newPageNumber = 0;
+      if (newPageNumber >= me.total) newPageNumber = me.total - 1;
+
+      me.number = newPageNumber;
+    };
+
+    me.setVisiblePages = function(visiblePages) {
+      me.visible = Math.min(me.max, visiblePages);
+      me.setPageNumber(me.number);
+    };
+
+    me.getVisiblePageRange = function() {
+      var start = me.number - Math.max(Math.floor((me.visible - 1) / 2), 0);
+      var end = me.number + Math.floor(me.visible / 2) + 1;
+      var pageCount = me.total;
+
+      if (start < 0) {
+        var diffToStart = 0 - start;
+        start += diffToStart;
+        end += diffToStart;
+      }
+
+      if (end > pageCount) {
+        var diffToEnd = end - pageCount;
+        start -= diffToEnd;
+        end -= diffToEnd;
+      }
+
+      start = start < 0 ? 0 : start;
+      end = end >= pageCount ? pageCount : end;
+
+      var first = false;
+      var last = false;
+
+      if (start > 0 && me.visible > 1) {
+        start = start + 1;
+        first = true;
+      }
+
+      if (end < pageCount && me.visible > 2) {
+        end = end - 1;
+        last = true;
+      }
+
+      return {
+        first: first,
+        start: start,
+        end: end,
+        last: last
+      };
+    };
+
+    me.getRowStart = function() {
+      var rowStart = page.number * page.rows;
+      if (rowStart < 0)
+        rowStart = 0;
+
+      return rowStart;
+    };
+
+    me.getRowEnd = function() {
+      var rowStart = me.getRowStart();
+      return Math.min(rowStart + me.rows, data.length);
+    };
+
+    me.getPaddingRows = function() {
+      var rowStart = me.getRowStart();
+      var rowEnd = me.getRowEnd();
+      return data.length > me.rows ? me.rows - (rowEnd - rowStart) : 0;
+    };
+  };
+
+  var Columns = function(data, columns, options) {
+    var me = this;
+
+    me.defaults = {
+      min: 5
+    };
+
+    me.number = 0;
+    me.visible = 0;
+    me.total = columns.length;
+    me.subset = [];
+    me.padding = 0;
+    me.min = options.columns.min !== null ? options.columns.min : me.defaults.min;
+    me.max = options.columns.max !== null ? options.columns.max : null;
+    me.widths = {};
+
+    var widthsLookAhead = Math.max(100, options.rows.min);
+    var paddingColChars = 10;
+
+    me.emptyNames = function() {
+      columns.forEach(function(column) {
+        if (columns.label !== null && columns.label !== "")
+          return false;
+      });
+
+      return true;
+    };
+
+    var parsePadding = function(value) {
+      return parseInt(value) >= 0 ? parseInt(value) : 0;
+    };
+
+    me.calculateWidths = function(measures) {
+      columns.forEach(function(column) {
+        var maxChars = Math.max(
+          column.label.toString().length,
+          column.type.toString().length
+        );
+
+        for (var idxRow = 0; idxRow < Math.min(widthsLookAhead, data.length); idxRow++) {
+          maxChars = Math.max(maxChars, data[idxRow][column.name.toString()].length);
+        }
+
+        me.widths[column.name] = {
+          // width in characters
+          chars: maxChars,
+          // width for the inner html columns
+          inner: maxChars * measures.character,
+          // width adding outer styles like padding
+          outer: maxChars * measures.character + measures.padding
+        };
+      });
+    };
+
+    me.getWidth = function() {
+      var widthOuter = 0;
+      for (var idxCol = 0; idxCol < me.subset.length; idxCol++) {
+        var columnName = me.subset[idxCol].name;
+        widthOuter = widthOuter + me.widths[columnName].outer;
+      }
+
+      widthOuter = widthOuter + me.padding * paddingColChars * measurer.measures.character;
+
+      if (me.hasMoreLeftColumns()) {
+        widthOuter = widthOuter + columnNavigationWidthPX + measurer.measures.padding;
+      }
+
+      if (me.hasMoreRightColumns()) {
+        widthOuter = widthOuter + columnNavigationWidthPX + measurer.measures.padding;
+      }
+
+      return widthOuter;
+    };
+
+    me.updateSlice = function() {
+      if (me.number + me.visible >= me.total)
+        me.number = me.total - me.visible;
+
+      if (me.number < 0) me.number = 0;
+
+      me.subset = columns.slice(me.number, Math.min(me.number + me.visible, me.total));
+
+      me.subset = me.subset.map(function(column) {
+        Object.keys(column).forEach(function(colKey) {
+          column[colKey] = column[colKey] === null ? "" : column[colKey].toString();
+        });
+
+        column.width = null;
+        return column;
+      });
+    };
+
+    me.setVisibleColumns = function(columnNumber, newVisibleColumns, paddingCount) {
+      me.number = columnNumber;
+      me.visible = newVisibleColumns;
+      me.padding = paddingCount;
+
+      me.updateSlice();
+    };
+
+    me.incColumnNumber = function(increment) {
+      me.number = me.number + increment;
+    };
+
+    me.setColumnNumber = function(newNumber) {
+      me.number = newNumber;
+    };
+
+    me.setPaddingCount = function(newPadding) {
+      me.padding = newPadding;
+    };
+
+    me.getPaddingCount = function() {
+      return me.padding;
+    };
+
+    me.hasMoreLeftColumns = function() {
+      return me.number > 0;
+    };
+
+    me.hasMoreRightColumns = function() {
+      return me.number + me.visible < me.total;
+    };
+
+    me.updateSlice(0);
+    return me;
+  };
+
+  var data = source.data;
+  var page = new Page(data, options);
+  var measurer = new Measurer(data, options);
+  var columns = new Columns(data, source.columns, options);
+
+  var table = null;
+  var tableDiv = null;
+  var header = null;
+  var footer = null;
+  var tbody = null;
+
+  // Caches pagedTable.clientWidth, specially for webkit
+  var cachedPagedTableClientWidth = null;
+
+  var onChangeCallbacks = [];
+
+  var clearSelection = function() {
+    if(document.selection && document.selection.empty) {
+      document.selection.empty();
+    } else if(window.getSelection) {
+      var sel = window.getSelection();
+      sel.removeAllRanges();
+    }
+  };
+
+  var columnNavigationWidthPX = 5;
+
+  var renderColumnNavigation = function(increment, backwards) {
+    var arrow = document.createElement("div");
+    arrow.setAttribute("style",
+      "border-top: " + columnNavigationWidthPX + "px solid transparent;" +
+      "border-bottom: " + columnNavigationWidthPX + "px solid transparent;" +
+      "border-" + (backwards ? "right" : "left") + ": " + columnNavigationWidthPX + "px solid;");
+
+    var header = document.createElement("th");
+    header.appendChild(arrow);
+    header.setAttribute("style",
+      "cursor: pointer;" +
+      "vertical-align: middle;" +
+      "min-width: " + columnNavigationWidthPX + "px;" +
+      "width: " + columnNavigationWidthPX + "px;");
+
+    header.onclick = function() {
+      columns.incColumnNumber(backwards ? -1 : increment);
+
+      me.animateColumns(backwards);
+      renderFooter();
+
+      clearSelection();
+      triggerOnChange();
+    };
+
+    return header;
+  };
+
+  var maxColumnWidth = function(width) {
+    var padding = 80;
+    var columnMax = Math.max(cachedPagedTableClientWidth - padding, 0);
+
+    return parseInt(width) > 0 ?
+      Math.min(columnMax, parseInt(width)) + "px" :
+      columnMax + "px";
+  };
+
+  var clearHeader = function() {
+    var thead = pagedTable.querySelectorAll("thead")[0];
+    thead.innerHTML = "";
+  };
+
+  var renderHeader = function(clear) {
+    cachedPagedTableClientWidth = pagedTable.clientWidth;
+
+    var fragment = document.createDocumentFragment();
+
+    header = document.createElement("tr");
+    fragment.appendChild(header);
+
+    if (columns.number > 0)
+      header.appendChild(renderColumnNavigation(-columns.visible, true));
+
+    columns.subset = columns.subset.map(function(columnData) {
+      var column = document.createElement("th");
+      column.setAttribute("align", columnData.align);
+      column.style.textAlign = columnData.align;
+
+      column.style.maxWidth = maxColumnWidth(null);
+      if (columnData.width) {
+        column.style.minWidth =
+          column.style.maxWidth = maxColumnWidth(columnData.width);
+      }
+
+      var columnName = document.createElement("div");
+      columnName.setAttribute("class", "pagedtable-header-name");
+      if (columnData.label === "") {
+        columnName.innerHTML = "&nbsp;";
+      }
+      else {
+        columnName.appendChild(document.createTextNode(columnData.label));
+      }
+      column.appendChild(columnName);
+
+      var columnType = document.createElement("div");
+      columnType.setAttribute("class", "pagedtable-header-type");
+      if (columnData.type === "") {
+        columnType.innerHTML = "&nbsp;";
+      }
+      else {
+        columnType.appendChild(document.createTextNode("<" + columnData.type + ">"));
+      }
+      column.appendChild(columnType);
+
+      header.appendChild(column);
+
+      columnData.element = column;
+
+      return columnData;
+    });
+
+    for (var idx = 0; idx < columns.getPaddingCount(); idx++) {
+      var paddingCol = document.createElement("th");
+      paddingCol.setAttribute("class", "pagedtable-padding-col");
+      header.appendChild(paddingCol);
+    }
+
+    if (columns.number + columns.visible < columns.total)
+      header.appendChild(renderColumnNavigation(columns.visible, false));
+
+    if (typeof(clear) == "undefined" || clear) clearHeader();
+    var thead = pagedTable.querySelectorAll("thead")[0];
+    thead.appendChild(fragment);
+  };
+
+  me.animateColumns = function(backwards) {
+    var thead = pagedTable.querySelectorAll("thead")[0];
+
+    var headerOld = thead.querySelectorAll("tr")[0];
+    var tbodyOld = table.querySelectorAll("tbody")[0];
+
+    me.fitColumns(backwards);
+
+    renderHeader(false);
+
+    header.style.opacity = "0";
+    header.style.transform = backwards ? "translateX(-30px)" : "translateX(30px)";
+    header.style.transition = "transform 200ms linear, opacity 200ms";
+    header.style.transitionDelay = "0";
+
+    renderBody(false);
+
+    if (headerOld) {
+      headerOld.style.position = "absolute";
+      headerOld.style.transform = "translateX(0px)";
+      headerOld.style.opacity = "1";
+      headerOld.style.transition = "transform 100ms linear, opacity 100ms";
+      headerOld.setAttribute("class", "pagedtable-remove-head");
+      if (headerOld.style.transitionEnd) {
+        headerOld.addEventListener("transitionend", function() {
+          var headerOldByClass = thead.querySelector(".pagedtable-remove-head");
+          if (headerOldByClass) thead.removeChild(headerOldByClass);
+        });
+      }
+      else {
+        thead.removeChild(headerOld);
+      }
+    }
+
+    if (tbodyOld) table.removeChild(tbodyOld);
+
+    tbody.style.opacity = "0";
+    tbody.style.transition = "transform 200ms linear, opacity 200ms";
+    tbody.style.transitionDelay = "0ms";
+
+    // force relayout
+    window.getComputedStyle(header).opacity;
+    window.getComputedStyle(tbody).opacity;
+
+    if (headerOld) {
+      headerOld.style.transform = backwards ? "translateX(20px)" : "translateX(-30px)";
+      headerOld.style.opacity = "0";
+    }
+
+    header.style.transform = "translateX(0px)";
+    header.style.opacity = "1";
+
+    tbody.style.opacity = "1";
+  }
+
+  me.onChange = function(callback) {
+    onChangeCallbacks.push(callback);
+  };
+
+  var triggerOnChange = function() {
+    onChangeCallbacks.forEach(function(onChange) {
+      onChange();
+    });
+  };
+
+  var clearBody = function() {
+    if (tbody) {
+      table.removeChild(tbody);
+      tbody = null;
+    }
+  };
+
+  var renderBody = function(clear) {
+    cachedPagedTableClientWidth = pagedTable.clientWidth
+
+    var fragment = document.createDocumentFragment();
+
+    var pageData = data.slice(page.getRowStart(), page.getRowEnd());
+
+    pageData.forEach(function(dataRow, idxRow) {
+      var htmlRow = document.createElement("tr");
+      htmlRow.setAttribute("class", (idxRow % 2 !==0) ? "even" : "odd");
+
+      if (columns.hasMoreLeftColumns())
+        htmlRow.appendChild(document.createElement("td"));
+
+      columns.subset.forEach(function(columnData) {
+        var cellName = columnData.name;
+        var dataCell = dataRow[cellName];
+        var htmlCell = document.createElement("td");
+
+        if (dataCell === "NA") htmlCell.setAttribute("class", "pagedtable-na-cell");
+        if (dataCell === "__NA__") dataCell = "NA";
+
+        var cellText = document.createTextNode(dataCell);
+        htmlCell.appendChild(cellText);
+        if (dataCell.length > 50) {
+          htmlCell.setAttribute("title", dataCell);
+        }
+        htmlCell.setAttribute("align", columnData.align);
+        htmlCell.style.textAlign = columnData.align;
+        htmlCell.style.maxWidth = maxColumnWidth(null);
+        if (columnData.width) {
+          htmlCell.style.minWidth = htmlCell.style.maxWidth = maxColumnWidth(columnData.width);
+        }
+        htmlRow.appendChild(htmlCell);
+      });
+
+      for (var idx = 0; idx < columns.getPaddingCount(); idx++) {
+        var paddingCol = document.createElement("td");
+        paddingCol.setAttribute("class", "pagedtable-padding-col");
+        htmlRow.appendChild(paddingCol);
+      }
+
+      if (columns.hasMoreRightColumns())
+        htmlRow.appendChild(document.createElement("td"));
+
+      fragment.appendChild(htmlRow);
+    });
+
+    for (var idxPadding = 0; idxPadding < page.getPaddingRows(); idxPadding++) {
+      var paddingRow = document.createElement("tr");
+
+      var paddingCellRow = document.createElement("td");
+      paddingCellRow.innerHTML = "&nbsp;";
+      paddingCellRow.setAttribute("colspan", "100%");
+      paddingRow.appendChild(paddingCellRow);
+
+      fragment.appendChild(paddingRow);
+    }
+
+    if (typeof(clear) == "undefined" || clear) clearBody();
+    tbody = document.createElement("tbody");
+    tbody.appendChild(fragment);
+
+    table.appendChild(tbody);
+  };
+
+  var getLabelInfo = function() {
+    var pageStart = page.getRowStart();
+    var pageEnd = page.getRowEnd();
+    var totalRows = data.length;
+
+    var totalRowsLabel = options.rows.total ? options.rows.total : totalRows;
+    var totalRowsLabelFormat = totalRowsLabel.toString().replace(/(\d)(?=(\d\d\d)+(?!\d))/g, '$1,');
+
+    var infoText = (pageStart + 1) + "-" + pageEnd + " of " + totalRowsLabelFormat + " rows";
+    if (totalRows < page.rows) {
+      infoText = totalRowsLabel + " row" + (totalRows != 1 ? "s" : "");
+    }
+    if (columns.total > columns.visible) {
+      var totalColumnsLabel = options.columns.total ? options.columns.total : columns.total;
+
+      infoText = infoText + " | " + (columns.number + 1) + "-" +
+        (Math.min(columns.number + columns.visible, columns.total)) +
+        " of " + totalColumnsLabel + " columns";
+    }
+
+    return infoText;
+  };
+
+  var clearFooter = function() {
+    footer = pagedTable.querySelectorAll("div.pagedtable-footer")[0];
+    footer.innerHTML = "";
+
+    return footer;
+  };
+
+  var createPageLink = function(idxPage) {
+    var pageLink = document.createElement("a");
+    pageLinkClass = idxPage === page.number ? "pagedtable-index pagedtable-index-current" : "pagedtable-index";
+    pageLink.setAttribute("class", pageLinkClass);
+    pageLink.setAttribute("data-page-index", idxPage);
+    pageLink.onclick = function() {
+      page.setPageNumber(parseInt(this.getAttribute("data-page-index")));
+      renderBody();
+      renderFooter();
+
+      triggerOnChange();
+    };
+
+    pageLink.appendChild(document.createTextNode(idxPage + 1));
+
+    return pageLink;
+  }
+
+  var renderFooter = function() {
+    footer = clearFooter();
+
+    var next = document.createElement("a");
+    next.appendChild(document.createTextNode("Next"));
+    next.onclick = function() {
+      page.setPageNumber(page.number + 1);
+      renderBody();
+      renderFooter();
+
+      triggerOnChange();
+    };
+    if (data.length > page.rows) footer.appendChild(next);
+
+    var pageNumbers = document.createElement("div");
+    pageNumbers.setAttribute("class", "pagedtable-indexes");
+
+    var pageRange = page.getVisiblePageRange();
+
+    if (pageRange.first) {
+      var pageLink = createPageLink(0);
+      pageNumbers.appendChild(pageLink);
+
+      var pageSeparator = document.createElement("div");
+      pageSeparator.setAttribute("class", "pagedtable-index-separator-left");
+      pageSeparator.appendChild(document.createTextNode("..."))
+      pageNumbers.appendChild(pageSeparator);
+    }
+
+    for (var idxPage = pageRange.start; idxPage < pageRange.end; idxPage++) {
+      var pageLink = createPageLink(idxPage);
+
+      pageNumbers.appendChild(pageLink);
+    }
+
+    if (pageRange.last) {
+      var pageSeparator = document.createElement("div");
+      pageSeparator.setAttribute("class", "pagedtable-index-separator-right");
+      pageSeparator.appendChild(document.createTextNode("..."))
+      pageNumbers.appendChild(pageSeparator);
+
+      var pageLink = createPageLink(page.total - 1);
+      pageNumbers.appendChild(pageLink);
+    }
+
+    if (data.length > page.rows) footer.appendChild(pageNumbers);
+
+    var previous = document.createElement("a");
+    previous.appendChild(document.createTextNode("Previous"));
+    previous.onclick = function() {
+      page.setPageNumber(page.number - 1);
+      renderBody();
+      renderFooter();
+
+      triggerOnChange();
+    };
+    if (data.length > page.rows) footer.appendChild(previous);
+
+    var infoLabel = document.createElement("div");
+    infoLabel.setAttribute("class", "pagedtable-info");
+    infoLabel.setAttribute("title", getLabelInfo());
+    infoLabel.appendChild(document.createTextNode(getLabelInfo()));
+    footer.appendChild(infoLabel);
+
+    var enabledClass = "pagedtable-index-nav";
+    var disabledClass = "pagedtable-index-nav pagedtable-index-nav-disabled";
+    previous.setAttribute("class", page.number <= 0 ? disabledClass : enabledClass);
+    next.setAttribute("class", (page.number + 1) * page.rows >= data.length ? disabledClass : enabledClass);
+  };
+
+  var measuresCell = null;
+
+  var renderMeasures = function() {
+    var measuresTable = document.createElement("table");
+    measuresTable.style.visibility = "hidden";
+    measuresTable.style.position = "absolute";
+    measuresTable.style.whiteSpace = "nowrap";
+    measuresTable.style.height = "auto";
+    measuresTable.style.width = "auto";
+
+    var measuresRow = document.createElement("tr");
+    measuresTable.appendChild(measuresRow);
+
+    measuresCell = document.createElement("td");
+    var sampleString = "ABCDEFGHIJ0123456789";
+    measuresCell.appendChild(document.createTextNode(sampleString));
+
+    measuresRow.appendChild(measuresCell);
+
+    tableDiv.appendChild(measuresTable);
+  }
+
+  me.init = function() {
+    tableDiv = document.createElement("div");
+    pagedTable.appendChild(tableDiv);
+    var pagedTableClass = data.length > 0 ?
+      "pagedtable pagedtable-not-empty" :
+      "pagedtable pagedtable-empty";
+
+    if (columns.total == 0 || (columns.emptyNames() && data.length == 0)) {
+      pagedTableClass = pagedTableClass + " pagedtable-empty-columns";
+    }
+
+    tableDiv.setAttribute("class", pagedTableClass);
+
+    renderMeasures();
+    measurer.calculate(measuresCell);
+    columns.calculateWidths(measurer.measures);
+
+    table = document.createElement("table");
+    table.setAttribute("cellspacing", "0");
+    table.setAttribute("class", "table table-condensed");
+    tableDiv.appendChild(table);
+
+    table.appendChild(document.createElement("thead"));
+
+    var footerDiv = document.createElement("div");
+    footerDiv.setAttribute("class", "pagedtable-footer");
+    tableDiv.appendChild(footerDiv);
+
+    // if the host has not yet provided horizontal space, render hidden
+    if (tableDiv.clientWidth <= 0) {
+      tableDiv.style.opacity = "0";
+    }
+
+    me.render();
+
+    // retry seizing columns later if the host has not provided space
+    function retryFit() {
+      if (tableDiv.clientWidth <= 0) {
+        setTimeout(retryFit, 100);
+      } else {
+        me.render();
+        triggerOnChange();
+      }
+    }
+    if (tableDiv.clientWidth <= 0) {
+      retryFit();
+    }
+  };
+
+  var registerWidths = function() {
+    columns.subset = columns.subset.map(function(column) {
+      column.width = columns.widths[column.name].inner;
+      return column;
+    });
+  };
+
+  var parsePadding = function(value) {
+    return parseInt(value) >= 0 ? parseInt(value) : 0;
+  };
+
+  me.fixedHeight = function() {
+    return options.rows.max != null;
+  }
+
+  me.fitRows = function() {
+    if (me.fixedHeight())
+      return;
+
+    measurer.calculate(measuresCell);
+
+    var rows = options.rows.min !== null ? options.rows.min : 0;
+    var headerHeight = header !== null && header.offsetHeight > 0 ? header.offsetHeight : 0;
+    var footerHeight = footer !== null && footer.offsetHeight > 0 ? footer.offsetHeight : 0;
+
+    if (pagedTable.offsetHeight > 0) {
+      var availableHeight = pagedTable.offsetHeight - headerHeight - footerHeight;
+      rows = Math.floor((availableHeight) / measurer.measures.height);
+    }
+
+    rows = options.rows.min !== null ? Math.max(options.rows.min, rows) : rows;
+
+    page.setRows(rows);
+  }
+
+  // The goal of this function is to add as many columns as possible
+  // starting from left-to-right, when the right most limit is reached
+  // it tries to add columns from the left as well.
+  //
+  // When startBackwards is true columns are added from right-to-left
+  me.fitColumns = function(startBackwards) {
+    measurer.calculate(measuresCell);
+    columns.calculateWidths(measurer.measures);
+
+    if (tableDiv.clientWidth > 0) {
+      tableDiv.style.opacity = 1;
+    }
+
+    var visibleColumns = tableDiv.clientWidth <= 0 ? Math.max(columns.min, 1) : 1;
+    var columnNumber = columns.number;
+    var paddingCount = 0;
+
+    // track a list of added columns as we build the visible ones to allow us
+    // to remove columns when they don't fit anymore.
+    var columnHistory = [];
+
+    var lastTableHeight = 0;
+    var backwards = startBackwards;
+
+    var tableDivStyle = window.getComputedStyle(tableDiv, null);
+    var tableDivPadding = parsePadding(tableDivStyle.paddingLeft) +
+      parsePadding(tableDivStyle.paddingRight);
+
+    var addPaddingCol = false;
+    var currentWidth = 0;
+
+    while (true) {
+      columns.setVisibleColumns(columnNumber, visibleColumns, paddingCount);
+      currentWidth = columns.getWidth();
+
+      if (tableDiv.clientWidth - tableDivPadding < currentWidth) {
+        break;
+      }
+
+      columnHistory.push({
+        columnNumber: columnNumber,
+        visibleColumns: visibleColumns,
+        paddingCount: paddingCount
+      });
+
+      if (columnHistory.length > 100) {
+        console.error("More than 100 tries to fit columns, aborting");
+        break;
+      }
+
+      if (columns.max !== null &&
+        columns.visible + columns.getPaddingCount() >= columns.max) {
+        break;
+      }
+
+      // if we run out of right-columns
+      if (!backwards && columnNumber + columns.visible >= columns.total) {
+        // if we started adding right-columns, try adding left-columns
+        if (!startBackwards && columnNumber > 0) {
+          backwards = true;
+        }
+        else if (columns.min === null || visibleColumns + columns.getPaddingCount() >= columns.min) {
+          break;
+        }
+        else {
+          paddingCount = paddingCount + 1;
+        }
+      }
+
+      // if we run out of left-columns
+      if (backwards && columnNumber == 0) {
+        // if we started adding left-columns, try adding right-columns
+        if (startBackwards && columnNumber + columns.visible < columns.total) {
+          backwards = false;
+        }
+        else if (columns.min === null || visibleColumns + columns.getPaddingCount() >= columns.min) {
+          break;
+        }
+        else {
+          paddingCount = paddingCount + 1;
+        }
+      }
+
+      // when moving backwards try fitting left columns first
+      if (backwards && columnNumber > 0) {
+        columnNumber = columnNumber - 1;
+      }
+
+      if (columnNumber + visibleColumns < columns.total) {
+        visibleColumns = visibleColumns + 1;
+      }
+    }
+
+    var lastRenderableColumn = {
+        columnNumber: columnNumber,
+        visibleColumns: visibleColumns,
+        paddingCount: paddingCount
+    };
+
+    if (columnHistory.length > 0) {
+      lastRenderableColumn = columnHistory[columnHistory.length - 1];
+    }
+
+    columns.setVisibleColumns(
+      lastRenderableColumn.columnNumber,
+      lastRenderableColumn.visibleColumns,
+      lastRenderableColumn.paddingCount);
+
+    if (pagedTable.offsetWidth > 0) {
+      page.setVisiblePages(Math.max(Math.ceil(1.0 * (pagedTable.offsetWidth - 250) / 40), 2));
+    }
+
+    registerWidths();
+  };
+
+  me.fit = function(startBackwards) {
+    me.fitRows();
+    me.fitColumns(startBackwards);
+  }
+
+  me.render = function() {
+    me.fitColumns(false);
+
+    // render header/footer to measure height accurately
+    renderHeader();
+    renderFooter();
+
+    me.fitRows();
+    renderBody();
+
+    // re-render footer to match new rows
+    renderFooter();
+  }
+
+  var resizeLastWidth = -1;
+  var resizeLastHeight = -1;
+  var resizeNewWidth = -1;
+  var resizeNewHeight = -1;
+  var resizePending = false;
+
+  me.resize = function(newWidth, newHeight) {
+
+    function resizeDelayed() {
+      resizePending = false;
+
+      if (
+        (resizeNewWidth !== resizeLastWidth) ||
+        (!me.fixedHeight() && resizeNewHeight !== resizeLastHeight)
+      ) {
+        resizeLastWidth = resizeNewWidth;
+        resizeLastHeight = resizeNewHeight;
+
+        setTimeout(resizeDelayed, 200);
+        resizePending = true;
+      } else {
+        me.render();
+        triggerOnChange();
+
+        resizeLastWidth = -1;
+        resizeLastHeight = -1;
+      }
+    }
+
+    resizeNewWidth = newWidth;
+    resizeNewHeight = newHeight;
+
+    if (!resizePending) resizeDelayed();
+  };
+};
+
+var PagedTableDoc;
+(function (PagedTableDoc) {
+  var allPagedTables = [];
+
+  PagedTableDoc.initAll = function() {
+    allPagedTables = [];
+
+    var pagedTables = [].slice.call(document.querySelectorAll('[data-pagedtable="false"],[data-pagedtable=""]'));
+    pagedTables.forEach(function(pagedTable, idx) {
+      pagedTable.setAttribute("data-pagedtable", "true");
+      pagedTable.setAttribute("pagedtable-page", 0);
+      pagedTable.setAttribute("class", "pagedtable-wrapper");
+
+      var pagedTableInstance = new PagedTable(pagedTable);
+      pagedTableInstance.init();
+
+      allPagedTables.push(pagedTableInstance);
+    });
+  };
+
+  PagedTableDoc.resizeAll = function() {
+    allPagedTables.forEach(function(pagedTable) {
+      pagedTable.render();
+    });
+  };
+
+  window.addEventListener("resize", PagedTableDoc.resizeAll);
+
+  return PagedTableDoc;
+})(PagedTableDoc || (PagedTableDoc = {}));
+
+window.onload = function() {
+  PagedTableDoc.initAll();
+};
+</script>
+<script>
+
+/**
+ * jQuery Plugin: Sticky Tabs
+ *
+ * @author Aidan Lister <aidan@php.net>
+ * adapted by Ruben Arslan to activate parent tabs too
+ * http://www.aidanlister.com/2014/03/persisting-the-tab-state-in-bootstrap/
+ */
+(function($) {
+  "use strict";
+  $.fn.rmarkdownStickyTabs = function() {
+    var context = this;
+    // Show the tab corresponding with the hash in the URL, or the first tab
+    var showStuffFromHash = function() {
+      var hash = window.location.hash;
+      var selector = hash ? 'a[href="' + hash + '"]' : 'li.active > a';
+      var $selector = $(selector, context);
+      if($selector.data('toggle') === "tab") {
+        $selector.tab('show');
+        // walk up the ancestors of this element, show any hidden tabs
+        $selector.parents('.section.tabset').each(function(i, elm) {
+          var link = $('a[href="#' + $(elm).attr('id') + '"]');
+          if(link.data('toggle') === "tab") {
+            link.tab("show");
+          }
+        });
+      }
+    };
+
+
+    // Set the correct tab when the page loads
+    showStuffFromHash(context);
+
+    // Set the correct tab when a user uses their back/forward button
+    $(window).on('hashchange', function() {
+      showStuffFromHash(context);
+    });
+
+    // Change the URL when tabs are clicked
+    $('a', context).on('click', function(e) {
+      history.pushState(null, null, this.href);
+      showStuffFromHash(context);
+    });
+
+    return this;
+  };
+}(jQuery));
+
+window.buildTabsets = function(tocID) {
+
+  // build a tabset from a section div with the .tabset class
+  function buildTabset(tabset) {
+
+    // check for fade and pills options
+    var fade = tabset.hasClass("tabset-fade");
+    var pills = tabset.hasClass("tabset-pills");
+    var navClass = pills ? "nav-pills" : "nav-tabs";
+
+    // determine the heading level of the tabset and tabs
+    var match = tabset.attr('class').match(/level(\d) /);
+    if (match === null)
+      return;
+    var tabsetLevel = Number(match[1]);
+    var tabLevel = tabsetLevel + 1;
+
+    // find all subheadings immediately below
+    var tabs = tabset.find("div.section.level" + tabLevel);
+    if (!tabs.length)
+      return;
+
+    // create tablist and tab-content elements
+    var tabList = $('<ul class="nav ' + navClass + '" role="tablist"></ul>');
+    $(tabs[0]).before(tabList);
+    var tabContent = $('<div class="tab-content"></div>');
+    $(tabs[0]).before(tabContent);
+
+    // build the tabset
+    var activeTab = 0;
+    tabs.each(function(i) {
+
+      // get the tab div
+      var tab = $(tabs[i]);
+
+      // get the id then sanitize it for use with bootstrap tabs
+      var id = tab.attr('id');
+
+      // see if this is marked as the active tab
+      if (tab.hasClass('active'))
+        activeTab = i;
+
+      // remove any table of contents entries associated with
+      // this ID (since we'll be removing the heading element)
+      $("div#" + tocID + " li a[href='#" + id + "']").parent().remove();
+
+      // sanitize the id for use with bootstrap tabs
+      id = id.replace(/[.\/?&!#<>]/g, '').replace(/\s/g, '_');
+      tab.attr('id', id);
+
+      // get the heading element within it, grab it's text, then remove it
+      var heading = tab.find('h' + tabLevel + ':first');
+      var headingText = heading.html();
+      heading.remove();
+
+      // build and append the tab list item
+      var a = $('<a role="tab" data-toggle="tab">' + headingText + '</a>');
+      a.attr('href', '#' + id);
+      a.attr('aria-controls', id);
+      var li = $('<li role="presentation"></li>');
+      li.append(a);
+      tabList.append(li);
+
+      // set it's attributes
+      tab.attr('role', 'tabpanel');
+      tab.addClass('tab-pane');
+      tab.addClass('tabbed-pane');
+      if (fade)
+        tab.addClass('fade');
+
+      // move it into the tab content div
+      tab.detach().appendTo(tabContent);
+    });
+
+    // set active tab
+    $(tabList.children('li')[activeTab]).addClass('active');
+    var active = $(tabContent.children('div.section')[activeTab]);
+    active.addClass('active');
+    if (fade)
+      active.addClass('in');
+
+    if (tabset.hasClass("tabset-sticky"))
+      tabset.rmarkdownStickyTabs();
+  }
+
+  // convert section divs with the .tabset class to tabsets
+  var tabsets = $("div.section.tabset");
+  tabsets.each(function(i) {
+    buildTabset($(tabsets[i]));
+  });
+};
+
+</script>
+<script>
+window.initializeCodeFolding = function(show) {
+
+  // handlers for show-all and hide all
+  $("#rmd-show-all-code").click(function() {
+    $('div.r-code-collapse').each(function() {
+      $(this).collapse('show');
+    });
+  });
+  $("#rmd-hide-all-code").click(function() {
+    $('div.r-code-collapse').each(function() {
+      $(this).collapse('hide');
+    });
+  });
+
+  // index for unique code element ids
+  var currentIndex = 1;
+
+  // select all R code blocks
+  var rCodeBlocks = $('pre.r, pre.python, pre.bash, pre.sql, pre.cpp, pre.stan, pre.julia');
+  rCodeBlocks.each(function() {
+
+    // create a collapsable div to wrap the code in
+    var div = $('<div class="collapse r-code-collapse"></div>');
+    show = (show || $(this).hasClass('fold-show')) && !$(this).hasClass('fold-hide');
+    if (show) div.addClass('in');
+    var id = 'rcode-643E0F36' + currentIndex++;
+    div.attr('id', id);
+    $(this).before(div);
+    $(this).detach().appendTo(div);
+
+    // add a show code button right above
+    var showCodeText = $('<span>' + (show ? 'Hide' : 'Code') + '</span>');
+    var showCodeButton = $('<button type="button" class="btn btn-default btn-xs code-folding-btn pull-right"></button>');
+    showCodeButton.append(showCodeText);
+    showCodeButton
+        .attr('data-toggle', 'collapse')
+        .attr('data-target', '#' + id)
+        .attr('aria-expanded', show)
+        .attr('aria-controls', id);
+
+    var buttonRow = $('<div class="row"></div>');
+    var buttonCol = $('<div class="col-md-12"></div>');
+
+    buttonCol.append(showCodeButton);
+    buttonRow.append(buttonCol);
+
+    div.before(buttonRow);
+
+    // update state of button on show/hide
+    div.on('hidden.bs.collapse', function () {
+      showCodeText.text('Code');
+    });
+    div.on('show.bs.collapse', function () {
+      showCodeText.text('Hide');
+    });
+  });
+
+}
+</script>
+<script>
+window.initializeSourceEmbed = function(filename) {
+  $("#rmd-download-source").click(function() {
+    var src = $("#rmd-source-code").html();
+    var a = document.createElement('a');
+    a.href = "data:text/x-r-markdown;base64," + src;
+    a.download = filename;
+    document.body.appendChild(a);
+    a.click();
+    document.body.removeChild(a);
+  });
+};
+</script>
+<style type="text/css">.hljs-literal {
+color: rgb(88, 72, 246);
+}
+.hljs-number {
+color: rgb(0, 0, 205);
+}
+.hljs-comment {
+color: rgb(76, 136, 107);
+}
+.hljs-keyword {
+color: rgb(0, 0, 255);
+}
+.hljs-string {
+color: rgb(3, 106, 7);
+}
+</style>
+<script src="data:application/javascript;base64,/*! highlight.js v9.12.0 | BSD3 License | git.io/hljslicense */
!function(e){var n="object"==typeof window&&window||"object"==typeof self&&self;"undefined"!=typeof exports?e(exports):n&&(n.hljs=e({}),"function"==typeof define&&define.amd&&define([],function(){return n.hljs}))}(function(e){function n(e){return e.replace(/&/g,"&amp;").replace(/</g,"&lt;").replace(/>/g,"&gt;")}function t(e){return e.nodeName.toLowerCase()}function r(e,n){var t=e&&e.exec(n);return t&&0===t.index}function a(e){return k.test(e)}function i(e){var n,t,r,i,o=e.className+" ";if(o+=e.parentNode?e.parentNode.className:"",t=B.exec(o))return w(t[1])?t[1]:"no-highlight";for(o=o.split(/\s+/),n=0,r=o.length;r>n;n++)if(i=o[n],a(i)||w(i))return i}function o(e){var n,t={},r=Array.prototype.slice.call(arguments,1);for(n in e)t[n]=e[n];return r.forEach(function(e){for(n in e)t[n]=e[n]}),t}function u(e){var n=[];return function r(e,a){for(var i=e.firstChild;i;i=i.nextSibling)3===i.nodeType?a+=i.nodeValue.length:1===i.nodeType&&(n.push({event:"start",offset:a,node:i}),a=r(i,a),t(i).match(/br|hr|img|input/)||n.push({event:"stop",offset:a,node:i}));return a}(e,0),n}function c(e,r,a){function i(){return e.length&&r.length?e[0].offset!==r[0].offset?e[0].offset<r[0].offset?e:r:"start"===r[0].event?e:r:e.length?e:r}function o(e){function r(e){return" "+e.nodeName+'="'+n(e.value).replace('"',"&quot;")+'"'}s+="<"+t(e)+E.map.call(e.attributes,r).join("")+">"}function u(e){s+="</"+t(e)+">"}function c(e){("start"===e.event?o:u)(e.node)}for(var l=0,s="",f=[];e.length||r.length;){var g=i();if(s+=n(a.substring(l,g[0].offset)),l=g[0].offset,g===e){f.reverse().forEach(u);do c(g.splice(0,1)[0]),g=i();while(g===e&&g.length&&g[0].offset===l);f.reverse().forEach(o)}else"start"===g[0].event?f.push(g[0].node):f.pop(),c(g.splice(0,1)[0])}return s+n(a.substr(l))}function l(e){return e.v&&!e.cached_variants&&(e.cached_variants=e.v.map(function(n){return o(e,{v:null},n)})),e.cached_variants||e.eW&&[o(e)]||[e]}function s(e){function n(e){return e&&e.source||e}function t(t,r){return new RegExp(n(t),"m"+(e.cI?"i":"")+(r?"g":""))}function r(a,i){if(!a.compiled){if(a.compiled=!0,a.k=a.k||a.bK,a.k){var o={},u=function(n,t){e.cI&&(t=t.toLowerCase()),t.split(" ").forEach(function(e){var t=e.split("|");o[t[0]]=[n,t[1]?Number(t[1]):1]})};"string"==typeof a.k?u("keyword",a.k):x(a.k).forEach(function(e){u(e,a.k[e])}),a.k=o}a.lR=t(a.l||/\w+/,!0),i&&(a.bK&&(a.b="\\b("+a.bK.split(" ").join("|")+")\\b"),a.b||(a.b=/\B|\b/),a.bR=t(a.b),a.e||a.eW||(a.e=/\B|\b/),a.e&&(a.eR=t(a.e)),a.tE=n(a.e)||"",a.eW&&i.tE&&(a.tE+=(a.e?"|":"")+i.tE)),a.i&&(a.iR=t(a.i)),null==a.r&&(a.r=1),a.c||(a.c=[]),a.c=Array.prototype.concat.apply([],a.c.map(function(e){return l("self"===e?a:e)})),a.c.forEach(function(e){r(e,a)}),a.starts&&r(a.starts,i);var c=a.c.map(function(e){return e.bK?"\\.?("+e.b+")\\.?":e.b}).concat([a.tE,a.i]).map(n).filter(Boolean);a.t=c.length?t(c.join("|"),!0):{exec:function(){return null}}}}r(e)}function f(e,t,a,i){function o(e,n){var t,a;for(t=0,a=n.c.length;a>t;t++)if(r(n.c[t].bR,e))return n.c[t]}function u(e,n){if(r(e.eR,n)){for(;e.endsParent&&e.parent;)e=e.parent;return e}return e.eW?u(e.parent,n):void 0}function c(e,n){return!a&&r(n.iR,e)}function l(e,n){var t=N.cI?n[0].toLowerCase():n[0];return e.k.hasOwnProperty(t)&&e.k[t]}function p(e,n,t,r){var a=r?"":I.classPrefix,i='<span class="'+a,o=t?"":C;return i+=e+'">',i+n+o}function h(){var e,t,r,a;if(!E.k)return n(k);for(a="",t=0,E.lR.lastIndex=0,r=E.lR.exec(k);r;)a+=n(k.substring(t,r.index)),e=l(E,r),e?(B+=e[1],a+=p(e[0],n(r[0]))):a+=n(r[0]),t=E.lR.lastIndex,r=E.lR.exec(k);return a+n(k.substr(t))}function d(){var e="string"==typeof E.sL;if(e&&!y[E.sL])return n(k);var t=e?f(E.sL,k,!0,x[E.sL]):g(k,E.sL.length?E.sL:void 0);return E.r>0&&(B+=t.r),e&&(x[E.sL]=t.top),p(t.language,t.value,!1,!0)}function b(){L+=null!=E.sL?d():h(),k=""}function v(e){L+=e.cN?p(e.cN,"",!0):"",E=Object.create(e,{parent:{value:E}})}function m(e,n){if(k+=e,null==n)return b(),0;var t=o(n,E);if(t)return t.skip?k+=n:(t.eB&&(k+=n),b(),t.rB||t.eB||(k=n)),v(t,n),t.rB?0:n.length;var r=u(E,n);if(r){var a=E;a.skip?k+=n:(a.rE||a.eE||(k+=n),b(),a.eE&&(k=n));do E.cN&&(L+=C),E.skip||(B+=E.r),E=E.parent;while(E!==r.parent);return r.starts&&v(r.starts,""),a.rE?0:n.length}if(c(n,E))throw new Error('Illegal lexeme "'+n+'" for mode "'+(E.cN||"<unnamed>")+'"');return k+=n,n.length||1}var N=w(e);if(!N)throw new Error('Unknown language: "'+e+'"');s(N);var R,E=i||N,x={},L="";for(R=E;R!==N;R=R.parent)R.cN&&(L=p(R.cN,"",!0)+L);var k="",B=0;try{for(var M,j,O=0;;){if(E.t.lastIndex=O,M=E.t.exec(t),!M)break;j=m(t.substring(O,M.index),M[0]),O=M.index+j}for(m(t.substr(O)),R=E;R.parent;R=R.parent)R.cN&&(L+=C);return{r:B,value:L,language:e,top:E}}catch(T){if(T.message&&-1!==T.message.indexOf("Illegal"))return{r:0,value:n(t)};throw T}}function g(e,t){t=t||I.languages||x(y);var r={r:0,value:n(e)},a=r;return t.filter(w).forEach(function(n){var t=f(n,e,!1);t.language=n,t.r>a.r&&(a=t),t.r>r.r&&(a=r,r=t)}),a.language&&(r.second_best=a),r}function p(e){return I.tabReplace||I.useBR?e.replace(M,function(e,n){return I.useBR&&"\n"===e?"<br>":I.tabReplace?n.replace(/\t/g,I.tabReplace):""}):e}function h(e,n,t){var r=n?L[n]:t,a=[e.trim()];return e.match(/\bhljs\b/)||a.push("hljs"),-1===e.indexOf(r)&&a.push(r),a.join(" ").trim()}function d(e){var n,t,r,o,l,s=i(e);a(s)||(I.useBR?(n=document.createElementNS("http://www.w3.org/1999/xhtml","div"),n.innerHTML=e.innerHTML.replace(/\n/g,"").replace(/<br[ \/]*>/g,"\n")):n=e,l=n.textContent,r=s?f(s,l,!0):g(l),t=u(n),t.length&&(o=document.createElementNS("http://www.w3.org/1999/xhtml","div"),o.innerHTML=r.value,r.value=c(t,u(o),l)),r.value=p(r.value),e.innerHTML=r.value,e.className=h(e.className,s,r.language),e.result={language:r.language,re:r.r},r.second_best&&(e.second_best={language:r.second_best.language,re:r.second_best.r}))}function b(e){I=o(I,e)}function v(){if(!v.called){v.called=!0;var e=document.querySelectorAll("pre code");E.forEach.call(e,d)}}function m(){addEventListener("DOMContentLoaded",v,!1),addEventListener("load",v,!1)}function N(n,t){var r=y[n]=t(e);r.aliases&&r.aliases.forEach(function(e){L[e]=n})}function R(){return x(y)}function w(e){return e=(e||"").toLowerCase(),y[e]||y[L[e]]}var E=[],x=Object.keys,y={},L={},k=/^(no-?highlight|plain|text)$/i,B=/\blang(?:uage)?-([\w-]+)\b/i,M=/((^(<[^>]+>|\t|)+|(?:\n)))/gm,C="</span>",I={classPrefix:"hljs-",tabReplace:null,useBR:!1,languages:void 0};return e.highlight=f,e.highlightAuto=g,e.fixMarkup=p,e.highlightBlock=d,e.configure=b,e.initHighlighting=v,e.initHighlightingOnLoad=m,e.registerLanguage=N,e.listLanguages=R,e.getLanguage=w,e.inherit=o,e.IR="[a-zA-Z]\\w*",e.UIR="[a-zA-Z_]\\w*",e.NR="\\b\\d+(\\.\\d+)?",e.CNR="(-?)(\\b0[xX][a-fA-F0-9]+|(\\b\\d+(\\.\\d*)?|\\.\\d+)([eE][-+]?\\d+)?)",e.BNR="\\b(0b[01]+)",e.RSR="!|!=|!==|%|%=|&|&&|&=|\\*|\\*=|\\+|\\+=|,|-|-=|/=|/|:|;|<<|<<=|<=|<|===|==|=|>>>=|>>=|>=|>>>|>>|>|\\?|\\[|\\{|\\(|\\^|\\^=|\\||\\|=|\\|\\||~",e.BE={b:"\\\\[\\s\\S]",r:0},e.ASM={cN:"string",b:"'",e:"'",i:"\\n",c:[e.BE]},e.QSM={cN:"string",b:'"',e:'"',i:"\\n",c:[e.BE]},e.PWM={b:/\b(a|an|the|are|I'm|isn't|don't|doesn't|won't|but|just|should|pretty|simply|enough|gonna|going|wtf|so|such|will|you|your|they|like|more)\b/},e.C=function(n,t,r){var a=e.inherit({cN:"comment",b:n,e:t,c:[]},r||{});return a.c.push(e.PWM),a.c.push({cN:"doctag",b:"(?:TODO|FIXME|NOTE|BUG|XXX):",r:0}),a},e.CLCM=e.C("//","$"),e.CBCM=e.C("/\\*","\\*/"),e.HCM=e.C("#","$"),e.NM={cN:"number",b:e.NR,r:0},e.CNM={cN:"number",b:e.CNR,r:0},e.BNM={cN:"number",b:e.BNR,r:0},e.CSSNM={cN:"number",b:e.NR+"(%|em|ex|ch|rem|vw|vh|vmin|vmax|cm|mm|in|pt|pc|px|deg|grad|rad|turn|s|ms|Hz|kHz|dpi|dpcm|dppx)?",r:0},e.RM={cN:"regexp",b:/\//,e:/\/[gimuy]*/,i:/\n/,c:[e.BE,{b:/\[/,e:/\]/,r:0,c:[e.BE]}]},e.TM={cN:"title",b:e.IR,r:0},e.UTM={cN:"title",b:e.UIR,r:0},e.METHOD_GUARD={b:"\\.\\s*"+e.UIR,r:0},e});hljs.registerLanguage("sql",function(e){var t=e.C("--","$");return{cI:!0,i:/[<>{}*#]/,c:[{bK:"begin end start commit rollback savepoint lock alter create drop rename call delete do handler insert load replace select truncate update set show pragma grant merge describe use explain help declare prepare execute deallocate release unlock purge reset change stop analyze cache flush optimize repair kill install uninstall checksum restore check backup revoke comment",e:/;/,eW:!0,l:/[\w\.]+/,k:{keyword:"abort abs absolute acc acce accep accept access accessed accessible account acos action activate add addtime admin administer advanced advise aes_decrypt aes_encrypt after agent aggregate ali alia alias allocate allow alter always analyze ancillary and any anydata anydataset anyschema anytype apply archive archived archivelog are as asc ascii asin assembly assertion associate asynchronous at atan atn2 attr attri attrib attribu attribut attribute attributes audit authenticated authentication authid authors auto autoallocate autodblink autoextend automatic availability avg backup badfile basicfile before begin beginning benchmark between bfile bfile_base big bigfile bin binary_double binary_float binlog bit_and bit_count bit_length bit_or bit_xor bitmap blob_base block blocksize body both bound buffer_cache buffer_pool build bulk by byte byteordermark bytes cache caching call calling cancel capacity cascade cascaded case cast catalog category ceil ceiling chain change changed char_base char_length character_length characters characterset charindex charset charsetform charsetid check checksum checksum_agg child choose chr chunk class cleanup clear client clob clob_base clone close cluster_id cluster_probability cluster_set clustering coalesce coercibility col collate collation collect colu colum column column_value columns columns_updated comment commit compact compatibility compiled complete composite_limit compound compress compute concat concat_ws concurrent confirm conn connec connect connect_by_iscycle connect_by_isleaf connect_by_root connect_time connection consider consistent constant constraint constraints constructor container content contents context contributors controlfile conv convert convert_tz corr corr_k corr_s corresponding corruption cos cost count count_big counted covar_pop covar_samp cpu_per_call cpu_per_session crc32 create creation critical cross cube cume_dist curdate current current_date current_time current_timestamp current_user cursor curtime customdatum cycle data database databases datafile datafiles datalength date_add date_cache date_format date_sub dateadd datediff datefromparts datename datepart datetime2fromparts day day_to_second dayname dayofmonth dayofweek dayofyear days db_role_change dbtimezone ddl deallocate declare decode decompose decrement decrypt deduplicate def defa defau defaul default defaults deferred defi defin define degrees delayed delegate delete delete_all delimited demand dense_rank depth dequeue des_decrypt des_encrypt des_key_file desc descr descri describ describe descriptor deterministic diagnostics difference dimension direct_load directory disable disable_all disallow disassociate discardfile disconnect diskgroup distinct distinctrow distribute distributed div do document domain dotnet double downgrade drop dumpfile duplicate duration each edition editionable editions element ellipsis else elsif elt empty enable enable_all enclosed encode encoding encrypt end end-exec endian enforced engine engines enqueue enterprise entityescaping eomonth error errors escaped evalname evaluate event eventdata events except exception exceptions exchange exclude excluding execu execut execute exempt exists exit exp expire explain export export_set extended extent external external_1 external_2 externally extract failed failed_login_attempts failover failure far fast feature_set feature_value fetch field fields file file_name_convert filesystem_like_logging final finish first first_value fixed flash_cache flashback floor flush following follows for forall force form forma format found found_rows freelist freelists freepools fresh from from_base64 from_days ftp full function general generated get get_format get_lock getdate getutcdate global global_name globally go goto grant grants greatest group group_concat group_id grouping grouping_id groups gtid_subtract guarantee guard handler hash hashkeys having hea head headi headin heading heap help hex hierarchy high high_priority hosts hour http id ident_current ident_incr ident_seed identified identity idle_time if ifnull ignore iif ilike ilm immediate import in include including increment index indexes indexing indextype indicator indices inet6_aton inet6_ntoa inet_aton inet_ntoa infile initial initialized initially initrans inmemory inner innodb input insert install instance instantiable instr interface interleaved intersect into invalidate invisible is is_free_lock is_ipv4 is_ipv4_compat is_not is_not_null is_used_lock isdate isnull isolation iterate java join json json_exists keep keep_duplicates key keys kill language large last last_day last_insert_id last_value lax lcase lead leading least leaves left len lenght length less level levels library like like2 like4 likec limit lines link list listagg little ln load load_file lob lobs local localtime localtimestamp locate locator lock locked log log10 log2 logfile logfiles logging logical logical_reads_per_call logoff logon logs long loop low low_priority lower lpad lrtrim ltrim main make_set makedate maketime managed management manual map mapping mask master master_pos_wait match matched materialized max maxextents maximize maxinstances maxlen maxlogfiles maxloghistory maxlogmembers maxsize maxtrans md5 measures median medium member memcompress memory merge microsecond mid migration min minextents minimum mining minus minute minvalue missing mod mode model modification modify module monitoring month months mount move movement multiset mutex name name_const names nan national native natural nav nchar nclob nested never new newline next nextval no no_write_to_binlog noarchivelog noaudit nobadfile nocheck nocompress nocopy nocycle nodelay nodiscardfile noentityescaping noguarantee nokeep nologfile nomapping nomaxvalue nominimize nominvalue nomonitoring none noneditionable nonschema noorder nopr nopro noprom nopromp noprompt norely noresetlogs noreverse normal norowdependencies noschemacheck noswitch not nothing notice notrim novalidate now nowait nth_value nullif nulls num numb numbe nvarchar nvarchar2 object ocicoll ocidate ocidatetime ociduration ociinterval ociloblocator ocinumber ociref ocirefcursor ocirowid ocistring ocitype oct octet_length of off offline offset oid oidindex old on online only opaque open operations operator optimal optimize option optionally or oracle oracle_date oradata ord ordaudio orddicom orddoc order ordimage ordinality ordvideo organization orlany orlvary out outer outfile outline output over overflow overriding package pad parallel parallel_enable parameters parent parse partial partition partitions pascal passing password password_grace_time password_lock_time password_reuse_max password_reuse_time password_verify_function patch path patindex pctincrease pctthreshold pctused pctversion percent percent_rank percentile_cont percentile_disc performance period period_add period_diff permanent physical pi pipe pipelined pivot pluggable plugin policy position post_transaction pow power pragma prebuilt precedes preceding precision prediction prediction_cost prediction_details prediction_probability prediction_set prepare present preserve prior priority private private_sga privileges procedural procedure procedure_analyze processlist profiles project prompt protection public publishingservername purge quarter query quick quiesce quota quotename radians raise rand range rank raw read reads readsize rebuild record records recover recovery recursive recycle redo reduced ref reference referenced references referencing refresh regexp_like register regr_avgx regr_avgy regr_count regr_intercept regr_r2 regr_slope regr_sxx regr_sxy reject rekey relational relative relaylog release release_lock relies_on relocate rely rem remainder rename repair repeat replace replicate replication required reset resetlogs resize resource respect restore restricted result result_cache resumable resume retention return returning returns reuse reverse revoke right rlike role roles rollback rolling rollup round row row_count rowdependencies rowid rownum rows rtrim rules safe salt sample save savepoint sb1 sb2 sb4 scan schema schemacheck scn scope scroll sdo_georaster sdo_topo_geometry search sec_to_time second section securefile security seed segment select self sequence sequential serializable server servererror session session_user sessions_per_user set sets settings sha sha1 sha2 share shared shared_pool short show shrink shutdown si_averagecolor si_colorhistogram si_featurelist si_positionalcolor si_stillimage si_texture siblings sid sign sin size size_t sizes skip slave sleep smalldatetimefromparts smallfile snapshot some soname sort soundex source space sparse spfile split sql sql_big_result sql_buffer_result sql_cache sql_calc_found_rows sql_small_result sql_variant_property sqlcode sqldata sqlerror sqlname sqlstate sqrt square standalone standby start starting startup statement static statistics stats_binomial_test stats_crosstab stats_ks_test stats_mode stats_mw_test stats_one_way_anova stats_t_test_ stats_t_test_indep stats_t_test_one stats_t_test_paired stats_wsr_test status std stddev stddev_pop stddev_samp stdev stop storage store stored str str_to_date straight_join strcmp strict string struct stuff style subdate subpartition subpartitions substitutable substr substring subtime subtring_index subtype success sum suspend switch switchoffset switchover sync synchronous synonym sys sys_xmlagg sysasm sysaux sysdate sysdatetimeoffset sysdba sysoper system system_user sysutcdatetime table tables tablespace tan tdo template temporary terminated tertiary_weights test than then thread through tier ties time time_format time_zone timediff timefromparts timeout timestamp timestampadd timestampdiff timezone_abbr timezone_minute timezone_region to to_base64 to_date to_days to_seconds todatetimeoffset trace tracking transaction transactional translate translation treat trigger trigger_nestlevel triggers trim truncate try_cast try_convert try_parse type ub1 ub2 ub4 ucase unarchived unbounded uncompress under undo unhex unicode uniform uninstall union unique unix_timestamp unknown unlimited unlock unpivot unrecoverable unsafe unsigned until untrusted unusable unused update updated upgrade upped upper upsert url urowid usable usage use use_stored_outlines user user_data user_resources users using utc_date utc_timestamp uuid uuid_short validate validate_password_strength validation valist value values var var_samp varcharc vari varia variab variabl variable variables variance varp varraw varrawc varray verify version versions view virtual visible void wait wallet warning warnings week weekday weekofyear wellformed when whene whenev wheneve whenever where while whitespace with within without work wrapped xdb xml xmlagg xmlattributes xmlcast xmlcolattval xmlelement xmlexists xmlforest xmlindex xmlnamespaces xmlpi xmlquery xmlroot xmlschema xmlserialize xmltable xmltype xor year year_to_month years yearweek",literal:"true false null",built_in:"array bigint binary bit blob boolean char character date dec decimal float int int8 integer interval number numeric real record serial serial8 smallint text varchar varying void"},c:[{cN:"string",b:"'",e:"'",c:[e.BE,{b:"''"}]},{cN:"string",b:'"',e:'"',c:[e.BE,{b:'""'}]},{cN:"string",b:"`",e:"`",c:[e.BE]},e.CNM,e.CBCM,t]},e.CBCM,t]}});hljs.registerLanguage("r",function(e){var r="([a-zA-Z]|\\.[a-zA-Z.])[a-zA-Z0-9._]*";return{c:[e.HCM,{b:r,l:r,k:{keyword:"function if in break next repeat else for return switch while try tryCatch stop warning require library attach detach source setMethod setGeneric setGroupGeneric setClass ...",literal:"NULL NA TRUE FALSE T F Inf NaN NA_integer_|10 NA_real_|10 NA_character_|10 NA_complex_|10"},r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"\\d+(?:[eE][+\\-]?\\d*)?L\\b",r:0},{cN:"number",b:"\\d+\\.(?!\\d)(?:i\\b)?",r:0},{cN:"number",b:"\\d+(?:\\.\\d*)?(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{cN:"number",b:"\\.\\d+(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{b:"`",e:"`",r:0},{cN:"string",c:[e.BE],v:[{b:'"',e:'"'},{b:"'",e:"'"}]}]}});hljs.registerLanguage("perl",function(e){var t="getpwent getservent quotemeta msgrcv scalar kill dbmclose undef lc ma syswrite tr send umask sysopen shmwrite vec qx utime local oct semctl localtime readpipe do return format read sprintf dbmopen pop getpgrp not getpwnam rewinddir qqfileno qw endprotoent wait sethostent bless s|0 opendir continue each sleep endgrent shutdown dump chomp connect getsockname die socketpair close flock exists index shmgetsub for endpwent redo lstat msgctl setpgrp abs exit select print ref gethostbyaddr unshift fcntl syscall goto getnetbyaddr join gmtime symlink semget splice x|0 getpeername recv log setsockopt cos last reverse gethostbyname getgrnam study formline endhostent times chop length gethostent getnetent pack getprotoent getservbyname rand mkdir pos chmod y|0 substr endnetent printf next open msgsnd readdir use unlink getsockopt getpriority rindex wantarray hex system getservbyport endservent int chr untie rmdir prototype tell listen fork shmread ucfirst setprotoent else sysseek link getgrgid shmctl waitpid unpack getnetbyname reset chdir grep split require caller lcfirst until warn while values shift telldir getpwuid my getprotobynumber delete and sort uc defined srand accept package seekdir getprotobyname semop our rename seek if q|0 chroot sysread setpwent no crypt getc chown sqrt write setnetent setpriority foreach tie sin msgget map stat getlogin unless elsif truncate exec keys glob tied closedirioctl socket readlink eval xor readline binmode setservent eof ord bind alarm pipe atan2 getgrent exp time push setgrent gt lt or ne m|0 break given say state when",r={cN:"subst",b:"[$@]\\{",e:"\\}",k:t},s={b:"->{",e:"}"},n={v:[{b:/\$\d/},{b:/[\$%@](\^\w\b|#\w+(::\w+)*|{\w+}|\w+(::\w*)*)/},{b:/[\$%@][^\s\w{]/,r:0}]},i=[e.BE,r,n],o=[n,e.HCM,e.C("^\\=\\w","\\=cut",{eW:!0}),s,{cN:"string",c:i,v:[{b:"q[qwxr]?\\s*\\(",e:"\\)",r:5},{b:"q[qwxr]?\\s*\\[",e:"\\]",r:5},{b:"q[qwxr]?\\s*\\{",e:"\\}",r:5},{b:"q[qwxr]?\\s*\\|",e:"\\|",r:5},{b:"q[qwxr]?\\s*\\<",e:"\\>",r:5},{b:"qw\\s+q",e:"q",r:5},{b:"'",e:"'",c:[e.BE]},{b:'"',e:'"'},{b:"`",e:"`",c:[e.BE]},{b:"{\\w+}",c:[],r:0},{b:"-?\\w+\\s*\\=\\>",c:[],r:0}]},{cN:"number",b:"(\\b0[0-7_]+)|(\\b0x[0-9a-fA-F_]+)|(\\b[1-9][0-9_]*(\\.[0-9_]+)?)|[0_]\\b",r:0},{b:"(\\/\\/|"+e.RSR+"|\\b(split|return|print|reverse|grep)\\b)\\s*",k:"split return print reverse grep",r:0,c:[e.HCM,{cN:"regexp",b:"(s|tr|y)/(\\\\.|[^/])*/(\\\\.|[^/])*/[a-z]*",r:10},{cN:"regexp",b:"(m|qr)?/",e:"/[a-z]*",c:[e.BE],r:0}]},{cN:"function",bK:"sub",e:"(\\s*\\(.*?\\))?[;{]",eE:!0,r:5,c:[e.TM]},{b:"-\\w\\b",r:0},{b:"^__DATA__$",e:"^__END__$",sL:"mojolicious",c:[{b:"^@@.*",e:"$",cN:"comment"}]}];return r.c=o,s.c=o,{aliases:["pl","pm"],l:/[\w\.]+/,k:t,c:o}});hljs.registerLanguage("ini",function(e){var b={cN:"string",c:[e.BE],v:[{b:"'''",e:"'''",r:10},{b:'"""',e:'"""',r:10},{b:'"',e:'"'},{b:"'",e:"'"}]};return{aliases:["toml"],cI:!0,i:/\S/,c:[e.C(";","$"),e.HCM,{cN:"section",b:/^\s*\[+/,e:/\]+/},{b:/^[a-z0-9\[\]_-]+\s*=\s*/,e:"$",rB:!0,c:[{cN:"attr",b:/[a-z0-9\[\]_-]+/},{b:/=/,eW:!0,r:0,c:[{cN:"literal",b:/\bon|off|true|false|yes|no\b/},{cN:"variable",v:[{b:/\$[\w\d"][\w\d_]*/},{b:/\$\{(.*?)}/}]},b,{cN:"number",b:/([\+\-]+)?[\d]+_[\d_]+/},e.NM]}]}]}});hljs.registerLanguage("diff",function(e){return{aliases:["patch"],c:[{cN:"meta",r:10,v:[{b:/^@@ +\-\d+,\d+ +\+\d+,\d+ +@@$/},{b:/^\*\*\* +\d+,\d+ +\*\*\*\*$/},{b:/^\-\-\- +\d+,\d+ +\-\-\-\-$/}]},{cN:"comment",v:[{b:/Index: /,e:/$/},{b:/={3,}/,e:/$/},{b:/^\-{3}/,e:/$/},{b:/^\*{3} /,e:/$/},{b:/^\+{3}/,e:/$/},{b:/\*{5}/,e:/\*{5}$/}]},{cN:"addition",b:"^\\+",e:"$"},{cN:"deletion",b:"^\\-",e:"$"},{cN:"addition",b:"^\\!",e:"$"}]}});hljs.registerLanguage("go",function(e){var t={keyword:"break default func interface select case map struct chan else goto package switch const fallthrough if range type continue for import return var go defer bool byte complex64 complex128 float32 float64 int8 int16 int32 int64 string uint8 uint16 uint32 uint64 int uint uintptr rune",literal:"true false iota nil",built_in:"append cap close complex copy imag len make new panic print println real recover delete"};return{aliases:["golang"],k:t,i:"</",c:[e.CLCM,e.CBCM,{cN:"string",v:[e.QSM,{b:"'",e:"[^\\\\]'"},{b:"`",e:"`"}]},{cN:"number",v:[{b:e.CNR+"[dflsi]",r:1},e.CNM]},{b:/:=/},{cN:"function",bK:"func",e:/\s*\{/,eE:!0,c:[e.TM,{cN:"params",b:/\(/,e:/\)/,k:t,i:/["']/}]}]}});hljs.registerLanguage("bash",function(e){var t={cN:"variable",v:[{b:/\$[\w\d#@][\w\d_]*/},{b:/\$\{(.*?)}/}]},s={cN:"string",b:/"/,e:/"/,c:[e.BE,t,{cN:"variable",b:/\$\(/,e:/\)/,c:[e.BE]}]},a={cN:"string",b:/'/,e:/'/};return{aliases:["sh","zsh"],l:/\b-?[a-z\._]+\b/,k:{keyword:"if then else elif fi for while in do done case esac function",literal:"true false",built_in:"break cd continue eval exec exit export getopts hash pwd readonly return shift test times trap umask unset alias bind builtin caller command declare echo enable help let local logout mapfile printf read readarray source type typeset ulimit unalias set shopt autoload bg bindkey bye cap chdir clone comparguments compcall compctl compdescribe compfiles compgroups compquote comptags comptry compvalues dirs disable disown echotc echoti emulate fc fg float functions getcap getln history integer jobs kill limit log noglob popd print pushd pushln rehash sched setcap setopt stat suspend ttyctl unfunction unhash unlimit unsetopt vared wait whence where which zcompile zformat zftp zle zmodload zparseopts zprof zpty zregexparse zsocket zstyle ztcp",_:"-ne -eq -lt -gt -f -d -e -s -l -a"},c:[{cN:"meta",b:/^#![^\n]+sh\s*$/,r:10},{cN:"function",b:/\w[\w\d_]*\s*\(\s*\)\s*\{/,rB:!0,c:[e.inherit(e.TM,{b:/\w[\w\d_]*/})],r:0},e.HCM,s,a,t]}});hljs.registerLanguage("python",function(e){var r={keyword:"and elif is global as in if from raise for except finally print import pass return exec else break not with class assert yield try while continue del or def lambda async await nonlocal|10 None True False",built_in:"Ellipsis NotImplemented"},b={cN:"meta",b:/^(>>>|\.\.\.) /},c={cN:"subst",b:/\{/,e:/\}/,k:r,i:/#/},a={cN:"string",c:[e.BE],v:[{b:/(u|b)?r?'''/,e:/'''/,c:[b],r:10},{b:/(u|b)?r?"""/,e:/"""/,c:[b],r:10},{b:/(fr|rf|f)'''/,e:/'''/,c:[b,c]},{b:/(fr|rf|f)"""/,e:/"""/,c:[b,c]},{b:/(u|r|ur)'/,e:/'/,r:10},{b:/(u|r|ur)"/,e:/"/,r:10},{b:/(b|br)'/,e:/'/},{b:/(b|br)"/,e:/"/},{b:/(fr|rf|f)'/,e:/'/,c:[c]},{b:/(fr|rf|f)"/,e:/"/,c:[c]},e.ASM,e.QSM]},s={cN:"number",r:0,v:[{b:e.BNR+"[lLjJ]?"},{b:"\\b(0o[0-7]+)[lLjJ]?"},{b:e.CNR+"[lLjJ]?"}]},i={cN:"params",b:/\(/,e:/\)/,c:["self",b,s,a]};return c.c=[a,s,b],{aliases:["py","gyp"],k:r,i:/(<\/|->|\?)|=>/,c:[b,s,a,e.HCM,{v:[{cN:"function",bK:"def"},{cN:"class",bK:"class"}],e:/:/,i:/[${=;\n,]/,c:[e.UTM,i,{b:/->/,eW:!0,k:"None"}]},{cN:"meta",b:/^[\t ]*@/,e:/$/},{b:/\b(print|exec)\(/}]}});hljs.registerLanguage("julia",function(e){var r={keyword:"in isa where baremodule begin break catch ccall const continue do else elseif end export false finally for function global if import importall let local macro module quote return true try using while type immutable abstract bitstype typealias ",literal:"true false ARGS C_NULL DevNull ENDIAN_BOM ENV I Inf Inf16 Inf32 Inf64 InsertionSort JULIA_HOME LOAD_PATH MergeSort NaN NaN16 NaN32 NaN64 PROGRAM_FILE QuickSort RoundDown RoundFromZero RoundNearest RoundNearestTiesAway RoundNearestTiesUp RoundToZero RoundUp STDERR STDIN STDOUT VERSION catalan e|0 eu|0 eulergamma golden im nothing pi γ π φ ",built_in:"ANY AbstractArray AbstractChannel AbstractFloat AbstractMatrix AbstractRNG AbstractSerializer AbstractSet AbstractSparseArray AbstractSparseMatrix AbstractSparseVector AbstractString AbstractUnitRange AbstractVecOrMat AbstractVector Any ArgumentError Array AssertionError Associative Base64DecodePipe Base64EncodePipe Bidiagonal BigFloat BigInt BitArray BitMatrix BitVector Bool BoundsError BufferStream CachingPool CapturedException CartesianIndex CartesianRange Cchar Cdouble Cfloat Channel Char Cint Cintmax_t Clong Clonglong ClusterManager Cmd CodeInfo Colon Complex Complex128 Complex32 Complex64 CompositeException Condition ConjArray ConjMatrix ConjVector Cptrdiff_t Cshort Csize_t Cssize_t Cstring Cuchar Cuint Cuintmax_t Culong Culonglong Cushort Cwchar_t Cwstring DataType Date DateFormat DateTime DenseArray DenseMatrix DenseVecOrMat DenseVector Diagonal Dict DimensionMismatch Dims DirectIndexString Display DivideError DomainError EOFError EachLine Enum Enumerate ErrorException Exception ExponentialBackOff Expr Factorization FileMonitor Float16 Float32 Float64 Function Future GlobalRef GotoNode HTML Hermitian IO IOBuffer IOContext IOStream IPAddr IPv4 IPv6 IndexCartesian IndexLinear IndexStyle InexactError InitError Int Int128 Int16 Int32 Int64 Int8 IntSet Integer InterruptException InvalidStateException Irrational KeyError LabelNode LinSpace LineNumberNode LoadError LowerTriangular MIME Matrix MersenneTwister Method MethodError MethodTable Module NTuple NewvarNode NullException Nullable Number ObjectIdDict OrdinalRange OutOfMemoryError OverflowError Pair ParseError PartialQuickSort PermutedDimsArray Pipe PollingFileWatcher ProcessExitedException Ptr QuoteNode RandomDevice Range RangeIndex Rational RawFD ReadOnlyMemoryError Real ReentrantLock Ref Regex RegexMatch RemoteChannel RemoteException RevString RoundingMode RowVector SSAValue SegmentationFault SerializationState Set SharedArray SharedMatrix SharedVector Signed SimpleVector Slot SlotNumber SparseMatrixCSC SparseVector StackFrame StackOverflowError StackTrace StepRange StepRangeLen StridedArray StridedMatrix StridedVecOrMat StridedVector String SubArray SubString SymTridiagonal Symbol Symmetric SystemError TCPSocket Task Text TextDisplay Timer Tridiagonal Tuple Type TypeError TypeMapEntry TypeMapLevel TypeName TypeVar TypedSlot UDPSocket UInt UInt128 UInt16 UInt32 UInt64 UInt8 UndefRefError UndefVarError UnicodeError UniformScaling Union UnionAll UnitRange Unsigned UpperTriangular Val Vararg VecElement VecOrMat Vector VersionNumber Void WeakKeyDict WeakRef WorkerConfig WorkerPool "},t="[A-Za-z_\\u00A1-\\uFFFF][A-Za-z_0-9\\u00A1-\\uFFFF]*",a={l:t,k:r,i:/<\//},n={cN:"number",b:/(\b0x[\d_]*(\.[\d_]*)?|0x\.\d[\d_]*)p[-+]?\d+|\b0[box][a-fA-F0-9][a-fA-F0-9_]*|(\b\d[\d_]*(\.[\d_]*)?|\.\d[\d_]*)([eEfF][-+]?\d+)?/,r:0},o={cN:"string",b:/'(.|\\[xXuU][a-zA-Z0-9]+)'/},i={cN:"subst",b:/\$\(/,e:/\)/,k:r},l={cN:"variable",b:"\\$"+t},c={cN:"string",c:[e.BE,i,l],v:[{b:/\w*"""/,e:/"""\w*/,r:10},{b:/\w*"/,e:/"\w*/}]},s={cN:"string",c:[e.BE,i,l],b:"`",e:"`"},d={cN:"meta",b:"@"+t},u={cN:"comment",v:[{b:"#=",e:"=#",r:10},{b:"#",e:"$"}]};return a.c=[n,o,c,s,d,u,e.HCM,{cN:"keyword",b:"\\b(((abstract|primitive)\\s+)type|(mutable\\s+)?struct)\\b"},{b:/<:/}],i.c=a.c,a});hljs.registerLanguage("coffeescript",function(e){var c={keyword:"in if for while finally new do return else break catch instanceof throw try this switch continue typeof delete debugger super yield import export from as default await then unless until loop of by when and or is isnt not",literal:"true false null undefined yes no on off",built_in:"npm require console print module global window document"},n="[A-Za-z$_][0-9A-Za-z$_]*",r={cN:"subst",b:/#\{/,e:/}/,k:c},i=[e.BNM,e.inherit(e.CNM,{starts:{e:"(\\s*/)?",r:0}}),{cN:"string",v:[{b:/'''/,e:/'''/,c:[e.BE]},{b:/'/,e:/'/,c:[e.BE]},{b:/"""/,e:/"""/,c:[e.BE,r]},{b:/"/,e:/"/,c:[e.BE,r]}]},{cN:"regexp",v:[{b:"///",e:"///",c:[r,e.HCM]},{b:"//[gim]*",r:0},{b:/\/(?![ *])(\\\/|.)*?\/[gim]*(?=\W|$)/}]},{b:"@"+n},{sL:"javascript",eB:!0,eE:!0,v:[{b:"```",e:"```"},{b:"`",e:"`"}]}];r.c=i;var s=e.inherit(e.TM,{b:n}),t="(\\(.*\\))?\\s*\\B[-=]>",o={cN:"params",b:"\\([^\\(]",rB:!0,c:[{b:/\(/,e:/\)/,k:c,c:["self"].concat(i)}]};return{aliases:["coffee","cson","iced"],k:c,i:/\/\*/,c:i.concat([e.C("###","###"),e.HCM,{cN:"function",b:"^\\s*"+n+"\\s*=\\s*"+t,e:"[-=]>",rB:!0,c:[s,o]},{b:/[:\(,=]\s*/,r:0,c:[{cN:"function",b:t,e:"[-=]>",rB:!0,c:[o]}]},{cN:"class",bK:"class",e:"$",i:/[:="\[\]]/,c:[{bK:"extends",eW:!0,i:/[:="\[\]]/,c:[s]},s]},{b:n+":",e:":",rB:!0,rE:!0,r:0}])}});hljs.registerLanguage("cpp",function(t){var e={cN:"keyword",b:"\\b[a-z\\d_]*_t\\b"},r={cN:"string",v:[{b:'(u8?|U)?L?"',e:'"',i:"\\n",c:[t.BE]},{b:'(u8?|U)?R"',e:'"',c:[t.BE]},{b:"'\\\\?.",e:"'",i:"."}]},s={cN:"number",v:[{b:"\\b(0b[01']+)"},{b:"(-?)\\b([\\d']+(\\.[\\d']*)?|\\.[\\d']+)(u|U|l|L|ul|UL|f|F|b|B)"},{b:"(-?)(\\b0[xX][a-fA-F0-9']+|(\\b[\\d']+(\\.[\\d']*)?|\\.[\\d']+)([eE][-+]?[\\d']+)?)"}],r:0},i={cN:"meta",b:/#\s*[a-z]+\b/,e:/$/,k:{"meta-keyword":"if else elif endif define undef warning error line pragma ifdef ifndef include"},c:[{b:/\\\n/,r:0},t.inherit(r,{cN:"meta-string"}),{cN:"meta-string",b:/<[^\n>]*>/,e:/$/,i:"\\n"},t.CLCM,t.CBCM]},a=t.IR+"\\s*\\(",c={keyword:"int float while private char catch import module export virtual operator sizeof dynamic_cast|10 typedef const_cast|10 const for static_cast|10 union namespace unsigned long volatile static protected bool template mutable if public friend do goto auto void enum else break extern using asm case typeid short reinterpret_cast|10 default double register explicit signed typename try this switch continue inline delete alignof constexpr decltype noexcept static_assert thread_local restrict _Bool complex _Complex _Imaginary atomic_bool atomic_char atomic_schar atomic_uchar atomic_short atomic_ushort atomic_int atomic_uint atomic_long atomic_ulong atomic_llong atomic_ullong new throw return and or not",built_in:"std string cin cout cerr clog stdin stdout stderr stringstream istringstream ostringstream auto_ptr deque list queue stack vector map set bitset multiset multimap unordered_set unordered_map unordered_multiset unordered_multimap array shared_ptr abort abs acos asin atan2 atan calloc ceil cosh cos exit exp fabs floor fmod fprintf fputs free frexp fscanf isalnum isalpha iscntrl isdigit isgraph islower isprint ispunct isspace isupper isxdigit tolower toupper labs ldexp log10 log malloc realloc memchr memcmp memcpy memset modf pow printf putchar puts scanf sinh sin snprintf sprintf sqrt sscanf strcat strchr strcmp strcpy strcspn strlen strncat strncmp strncpy strpbrk strrchr strspn strstr tanh tan vfprintf vprintf vsprintf endl initializer_list unique_ptr",literal:"true false nullptr NULL"},n=[e,t.CLCM,t.CBCM,s,r];return{aliases:["c","cc","h","c++","h++","hpp"],k:c,i:"</",c:n.concat([i,{b:"\\b(deque|list|queue|stack|vector|map|set|bitset|multiset|multimap|unordered_map|unordered_set|unordered_multiset|unordered_multimap|array)\\s*<",e:">",k:c,c:["self",e]},{b:t.IR+"::",k:c},{v:[{b:/=/,e:/;/},{b:/\(/,e:/\)/},{bK:"new throw return else",e:/;/}],k:c,c:n.concat([{b:/\(/,e:/\)/,k:c,c:n.concat(["self"]),r:0}]),r:0},{cN:"function",b:"("+t.IR+"[\\*&\\s]+)+"+a,rB:!0,e:/[{;=]/,eE:!0,k:c,i:/[^\w\s\*&]/,c:[{b:a,rB:!0,c:[t.TM],r:0},{cN:"params",b:/\(/,e:/\)/,k:c,r:0,c:[t.CLCM,t.CBCM,r,s,e]},t.CLCM,t.CBCM,i]},{cN:"class",bK:"class struct",e:/[{;:]/,c:[{b:/</,e:/>/,c:["self"]},t.TM]}]),exports:{preprocessor:i,strings:r,k:c}}});hljs.registerLanguage("ruby",function(e){var b="[a-zA-Z_]\\w*[!?=]?|[-+~]\\@|<<|>>|=~|===?|<=>|[<>]=?|\\*\\*|[-/+%^&*~`|]|\\[\\]=?",r={keyword:"and then defined module in return redo if BEGIN retry end for self when next until do begin unless END rescue else break undef not super class case require yield alias while ensure elsif or include attr_reader attr_writer attr_accessor",literal:"true false nil"},c={cN:"doctag",b:"@[A-Za-z]+"},a={b:"#<",e:">"},s=[e.C("#","$",{c:[c]}),e.C("^\\=begin","^\\=end",{c:[c],r:10}),e.C("^__END__","\\n$")],n={cN:"subst",b:"#\\{",e:"}",k:r},t={cN:"string",c:[e.BE,n],v:[{b:/'/,e:/'/},{b:/"/,e:/"/},{b:/`/,e:/`/},{b:"%[qQwWx]?\\(",e:"\\)"},{b:"%[qQwWx]?\\[",e:"\\]"},{b:"%[qQwWx]?{",e:"}"},{b:"%[qQwWx]?<",e:">"},{b:"%[qQwWx]?/",e:"/"},{b:"%[qQwWx]?%",e:"%"},{b:"%[qQwWx]?-",e:"-"},{b:"%[qQwWx]?\\|",e:"\\|"},{b:/\B\?(\\\d{1,3}|\\x[A-Fa-f0-9]{1,2}|\\u[A-Fa-f0-9]{4}|\\?\S)\b/},{b:/<<(-?)\w+$/,e:/^\s*\w+$/}]},i={cN:"params",b:"\\(",e:"\\)",endsParent:!0,k:r},d=[t,a,{cN:"class",bK:"class module",e:"$|;",i:/=/,c:[e.inherit(e.TM,{b:"[A-Za-z_]\\w*(::\\w+)*(\\?|\\!)?"}),{b:"<\\s*",c:[{b:"("+e.IR+"::)?"+e.IR}]}].concat(s)},{cN:"function",bK:"def",e:"$|;",c:[e.inherit(e.TM,{b:b}),i].concat(s)},{b:e.IR+"::"},{cN:"symbol",b:e.UIR+"(\\!|\\?)?:",r:0},{cN:"symbol",b:":(?!\\s)",c:[t,{b:b}],r:0},{cN:"number",b:"(\\b0[0-7_]+)|(\\b0x[0-9a-fA-F_]+)|(\\b[1-9][0-9_]*(\\.[0-9_]+)?)|[0_]\\b",r:0},{b:"(\\$\\W)|((\\$|\\@\\@?)(\\w+))"},{cN:"params",b:/\|/,e:/\|/,k:r},{b:"("+e.RSR+"|unless)\\s*",k:"unless",c:[a,{cN:"regexp",c:[e.BE,n],i:/\n/,v:[{b:"/",e:"/[a-z]*"},{b:"%r{",e:"}[a-z]*"},{b:"%r\\(",e:"\\)[a-z]*"},{b:"%r!",e:"![a-z]*"},{b:"%r\\[",e:"\\][a-z]*"}]}].concat(s),r:0}].concat(s);n.c=d,i.c=d;var l="[>?]>",o="[\\w#]+\\(\\w+\\):\\d+:\\d+>",u="(\\w+-)?\\d+\\.\\d+\\.\\d(p\\d+)?[^>]+>",w=[{b:/^\s*=>/,starts:{e:"$",c:d}},{cN:"meta",b:"^("+l+"|"+o+"|"+u+")",starts:{e:"$",c:d}}];return{aliases:["rb","gemspec","podspec","thor","irb"],k:r,i:/\/\*/,c:s.concat(w).concat(d)}});hljs.registerLanguage("yaml",function(e){var b="true false yes no null",a="^[ \\-]*",r="[a-zA-Z_][\\w\\-]*",t={cN:"attr",v:[{b:a+r+":"},{b:a+'"'+r+'":'},{b:a+"'"+r+"':"}]},c={cN:"template-variable",v:[{b:"{{",e:"}}"},{b:"%{",e:"}"}]},l={cN:"string",r:0,v:[{b:/'/,e:/'/},{b:/"/,e:/"/},{b:/\S+/}],c:[e.BE,c]};return{cI:!0,aliases:["yml","YAML","yaml"],c:[t,{cN:"meta",b:"^---s*$",r:10},{cN:"string",b:"[\\|>] *$",rE:!0,c:l.c,e:t.v[0].b},{b:"<%[%=-]?",e:"[%-]?%>",sL:"ruby",eB:!0,eE:!0,r:0},{cN:"type",b:"!!"+e.UIR},{cN:"meta",b:"&"+e.UIR+"$"},{cN:"meta",b:"\\*"+e.UIR+"$"},{cN:"bullet",b:"^ *-",r:0},e.HCM,{bK:b,k:{literal:b}},e.CNM,l]}});hljs.registerLanguage("css",function(e){var c="[a-zA-Z-][a-zA-Z0-9_-]*",t={b:/[A-Z\_\.\-]+\s*:/,rB:!0,e:";",eW:!0,c:[{cN:"attribute",b:/\S/,e:":",eE:!0,starts:{eW:!0,eE:!0,c:[{b:/[\w-]+\(/,rB:!0,c:[{cN:"built_in",b:/[\w-]+/},{b:/\(/,e:/\)/,c:[e.ASM,e.QSM]}]},e.CSSNM,e.QSM,e.ASM,e.CBCM,{cN:"number",b:"#[0-9A-Fa-f]+"},{cN:"meta",b:"!important"}]}}]};return{cI:!0,i:/[=\/|'\$]/,c:[e.CBCM,{cN:"selector-id",b:/#[A-Za-z0-9_-]+/},{cN:"selector-class",b:/\.[A-Za-z0-9_-]+/},{cN:"selector-attr",b:/\[/,e:/\]/,i:"$"},{cN:"selector-pseudo",b:/:(:)?[a-zA-Z0-9\_\-\+\(\)"'.]+/},{b:"@(font-face|page)",l:"[a-z-]+",k:"font-face page"},{b:"@",e:"[{;]",i:/:/,c:[{cN:"keyword",b:/\w+/},{b:/\s/,eW:!0,eE:!0,r:0,c:[e.ASM,e.QSM,e.CSSNM]}]},{cN:"selector-tag",b:c,r:0},{b:"{",e:"}",i:/\S/,c:[e.CBCM,t]}]}});hljs.registerLanguage("fortran",function(e){var t={cN:"params",b:"\\(",e:"\\)"},n={literal:".False. .True.",keyword:"kind do while private call intrinsic where elsewhere type endtype endmodule endselect endinterface end enddo endif if forall endforall only contains default return stop then public subroutine|10 function program .and. .or. .not. .le. .eq. .ge. .gt. .lt. goto save else use module select case access blank direct exist file fmt form formatted iostat name named nextrec number opened rec recl sequential status unformatted unit continue format pause cycle exit c_null_char c_alert c_backspace c_form_feed flush wait decimal round iomsg synchronous nopass non_overridable pass protected volatile abstract extends import non_intrinsic value deferred generic final enumerator class associate bind enum c_int c_short c_long c_long_long c_signed_char c_size_t c_int8_t c_int16_t c_int32_t c_int64_t c_int_least8_t c_int_least16_t c_int_least32_t c_int_least64_t c_int_fast8_t c_int_fast16_t c_int_fast32_t c_int_fast64_t c_intmax_t C_intptr_t c_float c_double c_long_double c_float_complex c_double_complex c_long_double_complex c_bool c_char c_null_ptr c_null_funptr c_new_line c_carriage_return c_horizontal_tab c_vertical_tab iso_c_binding c_loc c_funloc c_associated  c_f_pointer c_ptr c_funptr iso_fortran_env character_storage_size error_unit file_storage_size input_unit iostat_end iostat_eor numeric_storage_size output_unit c_f_procpointer ieee_arithmetic ieee_support_underflow_control ieee_get_underflow_mode ieee_set_underflow_mode newunit contiguous recursive pad position action delim readwrite eor advance nml interface procedure namelist include sequence elemental pure integer real character complex logical dimension allocatable|10 parameter external implicit|10 none double precision assign intent optional pointer target in out common equivalence data",built_in:"alog alog10 amax0 amax1 amin0 amin1 amod cabs ccos cexp clog csin csqrt dabs dacos dasin datan datan2 dcos dcosh ddim dexp dint dlog dlog10 dmax1 dmin1 dmod dnint dsign dsin dsinh dsqrt dtan dtanh float iabs idim idint idnint ifix isign max0 max1 min0 min1 sngl algama cdabs cdcos cdexp cdlog cdsin cdsqrt cqabs cqcos cqexp cqlog cqsin cqsqrt dcmplx dconjg derf derfc dfloat dgamma dimag dlgama iqint qabs qacos qasin qatan qatan2 qcmplx qconjg qcos qcosh qdim qerf qerfc qexp qgamma qimag qlgama qlog qlog10 qmax1 qmin1 qmod qnint qsign qsin qsinh qsqrt qtan qtanh abs acos aimag aint anint asin atan atan2 char cmplx conjg cos cosh exp ichar index int log log10 max min nint sign sin sinh sqrt tan tanh print write dim lge lgt lle llt mod nullify allocate deallocate adjustl adjustr all allocated any associated bit_size btest ceiling count cshift date_and_time digits dot_product eoshift epsilon exponent floor fraction huge iand ibclr ibits ibset ieor ior ishft ishftc lbound len_trim matmul maxexponent maxloc maxval merge minexponent minloc minval modulo mvbits nearest pack present product radix random_number random_seed range repeat reshape rrspacing scale scan selected_int_kind selected_real_kind set_exponent shape size spacing spread sum system_clock tiny transpose trim ubound unpack verify achar iachar transfer dble entry dprod cpu_time command_argument_count get_command get_command_argument get_environment_variable is_iostat_end ieee_arithmetic ieee_support_underflow_control ieee_get_underflow_mode ieee_set_underflow_mode is_iostat_eor move_alloc new_line selected_char_kind same_type_as extends_type_ofacosh asinh atanh bessel_j0 bessel_j1 bessel_jn bessel_y0 bessel_y1 bessel_yn erf erfc erfc_scaled gamma log_gamma hypot norm2 atomic_define atomic_ref execute_command_line leadz trailz storage_size merge_bits bge bgt ble blt dshiftl dshiftr findloc iall iany iparity image_index lcobound ucobound maskl maskr num_images parity popcnt poppar shifta shiftl shiftr this_image"};return{cI:!0,aliases:["f90","f95"],k:n,i:/\/\*/,c:[e.inherit(e.ASM,{cN:"string",r:0}),e.inherit(e.QSM,{cN:"string",r:0}),{cN:"function",bK:"subroutine function program",i:"[${=\\n]",c:[e.UTM,t]},e.C("!","$",{r:0}),{cN:"number",b:"(?=\\b|\\+|\\-|\\.)(?=\\.\\d|\\d)(?:\\d+)?(?:\\.?\\d*)(?:[de][+-]?\\d+)?\\b\\.?",r:0}]}});hljs.registerLanguage("awk",function(e){var r={cN:"variable",v:[{b:/\$[\w\d#@][\w\d_]*/},{b:/\$\{(.*?)}/}]},b="BEGIN END if else while do for in break continue delete next nextfile function func exit|10",n={cN:"string",c:[e.BE],v:[{b:/(u|b)?r?'''/,e:/'''/,r:10},{b:/(u|b)?r?"""/,e:/"""/,r:10},{b:/(u|r|ur)'/,e:/'/,r:10},{b:/(u|r|ur)"/,e:/"/,r:10},{b:/(b|br)'/,e:/'/},{b:/(b|br)"/,e:/"/},e.ASM,e.QSM]};return{k:{keyword:b},c:[r,n,e.RM,e.HCM,e.NM]}});hljs.registerLanguage("makefile",function(e){var i={cN:"variable",v:[{b:"\\$\\("+e.UIR+"\\)",c:[e.BE]},{b:/\$[@%<?\^\+\*]/}]},r={cN:"string",b:/"/,e:/"/,c:[e.BE,i]},a={cN:"variable",b:/\$\([\w-]+\s/,e:/\)/,k:{built_in:"subst patsubst strip findstring filter filter-out sort word wordlist firstword lastword dir notdir suffix basename addsuffix addprefix join wildcard realpath abspath error warning shell origin flavor foreach if or and call eval file value"},c:[i]},n={b:"^"+e.UIR+"\\s*[:+?]?=",i:"\\n",rB:!0,c:[{b:"^"+e.UIR,e:"[:+?]?=",eE:!0}]},t={cN:"meta",b:/^\.PHONY:/,e:/$/,k:{"meta-keyword":".PHONY"},l:/[\.\w]+/},l={cN:"section",b:/^[^\s]+:/,e:/$/,c:[i]};return{aliases:["mk","mak"],k:"define endef undefine ifdef ifndef ifeq ifneq else endif include -include sinclude override export unexport private vpath",l:/[\w-]+/,c:[e.HCM,i,r,a,n,t,l]}});hljs.registerLanguage("java",function(e){var a="[À-ʸa-zA-Z_$][À-ʸa-zA-Z_$0-9]*",t=a+"(<"+a+"(\\s*,\\s*"+a+")*>)?",r="false synchronized int abstract float private char boolean static null if const for true while long strictfp finally protected import native final void enum else break transient catch instanceof byte super volatile case assert short package default double public try this switch continue throws protected public private module requires exports do",s="\\b(0[bB]([01]+[01_]+[01]+|[01]+)|0[xX]([a-fA-F0-9]+[a-fA-F0-9_]+[a-fA-F0-9]+|[a-fA-F0-9]+)|(([\\d]+[\\d_]+[\\d]+|[\\d]+)(\\.([\\d]+[\\d_]+[\\d]+|[\\d]+))?|\\.([\\d]+[\\d_]+[\\d]+|[\\d]+))([eE][-+]?\\d+)?)[lLfF]?",c={cN:"number",b:s,r:0};return{aliases:["jsp"],k:r,i:/<\/|#/,c:[e.C("/\\*\\*","\\*/",{r:0,c:[{b:/\w+@/,r:0},{cN:"doctag",b:"@[A-Za-z]+"}]}),e.CLCM,e.CBCM,e.ASM,e.QSM,{cN:"class",bK:"class interface",e:/[{;=]/,eE:!0,k:"class interface",i:/[:"\[\]]/,c:[{bK:"extends implements"},e.UTM]},{bK:"new throw return else",r:0},{cN:"function",b:"("+t+"\\s+)+"+e.UIR+"\\s*\\(",rB:!0,e:/[{;=]/,eE:!0,k:r,c:[{b:e.UIR+"\\s*\\(",rB:!0,r:0,c:[e.UTM]},{cN:"params",b:/\(/,e:/\)/,k:r,r:0,c:[e.ASM,e.QSM,e.CNM,e.CBCM]},e.CLCM,e.CBCM]},c,{cN:"meta",b:"@[A-Za-z]+"}]}});hljs.registerLanguage("stan",function(e){return{c:[e.HCM,e.CLCM,e.CBCM,{b:e.UIR,l:e.UIR,k:{name:"for in while repeat until if then else",symbol:"bernoulli bernoulli_logit binomial binomial_logit beta_binomial hypergeometric categorical categorical_logit ordered_logistic neg_binomial neg_binomial_2 neg_binomial_2_log poisson poisson_log multinomial normal exp_mod_normal skew_normal student_t cauchy double_exponential logistic gumbel lognormal chi_square inv_chi_square scaled_inv_chi_square exponential inv_gamma weibull frechet rayleigh wiener pareto pareto_type_2 von_mises uniform multi_normal multi_normal_prec multi_normal_cholesky multi_gp multi_gp_cholesky multi_student_t gaussian_dlm_obs dirichlet lkj_corr lkj_corr_cholesky wishart inv_wishart","selector-tag":"int real vector simplex unit_vector ordered positive_ordered row_vector matrix cholesky_factor_corr cholesky_factor_cov corr_matrix cov_matrix",title:"functions model data parameters quantities transformed generated",literal:"true false"},r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"\\d+(?:[eE][+\\-]?\\d*)?L\\b",r:0},{cN:"number",b:"\\d+\\.(?!\\d)(?:i\\b)?",r:0},{cN:"number",b:"\\d+(?:\\.\\d*)?(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{cN:"number",b:"\\.\\d+(?:[eE][+\\-]?\\d*)?i?\\b",r:0}]}});hljs.registerLanguage("javascript",function(e){var r="[A-Za-z$_][0-9A-Za-z$_]*",t={keyword:"in of if for while finally var new function do return void else break catch instanceof with throw case default try this switch continue typeof delete let yield const export super debugger as async await static import from as",literal:"true false null undefined NaN Infinity",built_in:"eval isFinite isNaN parseFloat parseInt decodeURI decodeURIComponent encodeURI encodeURIComponent escape unescape Object Function Boolean Error EvalError InternalError RangeError ReferenceError StopIteration SyntaxError TypeError URIError Number Math Date String RegExp Array Float32Array Float64Array Int16Array Int32Array Int8Array Uint16Array Uint32Array Uint8Array Uint8ClampedArray ArrayBuffer DataView JSON Intl arguments require module console window document Symbol Set Map WeakSet WeakMap Proxy Reflect Promise"},a={cN:"number",v:[{b:"\\b(0[bB][01]+)"},{b:"\\b(0[oO][0-7]+)"},{b:e.CNR}],r:0},n={cN:"subst",b:"\\$\\{",e:"\\}",k:t,c:[]},c={cN:"string",b:"`",e:"`",c:[e.BE,n]};n.c=[e.ASM,e.QSM,c,a,e.RM];var s=n.c.concat([e.CBCM,e.CLCM]);return{aliases:["js","jsx"],k:t,c:[{cN:"meta",r:10,b:/^\s*['"]use (strict|asm)['"]/},{cN:"meta",b:/^#!/,e:/$/},e.ASM,e.QSM,c,e.CLCM,e.CBCM,a,{b:/[{,]\s*/,r:0,c:[{b:r+"\\s*:",rB:!0,r:0,c:[{cN:"attr",b:r,r:0}]}]},{b:"("+e.RSR+"|\\b(case|return|throw)\\b)\\s*",k:"return throw case",c:[e.CLCM,e.CBCM,e.RM,{cN:"function",b:"(\\(.*?\\)|"+r+")\\s*=>",rB:!0,e:"\\s*=>",c:[{cN:"params",v:[{b:r},{b:/\(\s*\)/},{b:/\(/,e:/\)/,eB:!0,eE:!0,k:t,c:s}]}]},{b:/</,e:/(\/\w+|\w+\/)>/,sL:"xml",c:[{b:/<\w+\s*\/>/,skip:!0},{b:/<\w+/,e:/(\/\w+|\w+\/)>/,skip:!0,c:[{b:/<\w+\s*\/>/,skip:!0},"self"]}]}],r:0},{cN:"function",bK:"function",e:/\{/,eE:!0,c:[e.inherit(e.TM,{b:r}),{cN:"params",b:/\(/,e:/\)/,eB:!0,eE:!0,c:s}],i:/\[|%/},{b:/\$[(.]/},e.METHOD_GUARD,{cN:"class",bK:"class",e:/[{;=]/,eE:!0,i:/[:"\[\]]/,c:[{bK:"extends"},e.UTM]},{bK:"constructor",e:/\{/,eE:!0}],i:/#(?!!)/}});hljs.registerLanguage("tex",function(c){var e={cN:"tag",b:/\\/,r:0,c:[{cN:"name",v:[{b:/[a-zA-Zа-яА-я]+[*]?/},{b:/[^a-zA-Zа-яА-я0-9]/}],starts:{eW:!0,r:0,c:[{cN:"string",v:[{b:/\[/,e:/\]/},{b:/\{/,e:/\}/}]},{b:/\s*=\s*/,eW:!0,r:0,c:[{cN:"number",b:/-?\d*\.?\d+(pt|pc|mm|cm|in|dd|cc|ex|em)?/}]}]}}]};return{c:[e,{cN:"formula",c:[e],r:0,v:[{b:/\$\$/,e:/\$\$/},{b:/\$/,e:/\$/}]},c.C("%","$",{r:0})]}});hljs.registerLanguage("xml",function(s){var e="[A-Za-z0-9\\._:-]+",t={eW:!0,i:/</,r:0,c:[{cN:"attr",b:e,r:0},{b:/=\s*/,r:0,c:[{cN:"string",endsParent:!0,v:[{b:/"/,e:/"/},{b:/'/,e:/'/},{b:/[^\s"'=<>`]+/}]}]}]};return{aliases:["html","xhtml","rss","atom","xjb","xsd","xsl","plist"],cI:!0,c:[{cN:"meta",b:"<!DOCTYPE",e:">",r:10,c:[{b:"\\[",e:"\\]"}]},s.C("<!--","-->",{r:10}),{b:"<\\!\\[CDATA\\[",e:"\\]\\]>",r:10},{b:/<\?(php)?/,e:/\?>/,sL:"php",c:[{b:"/\\*",e:"\\*/",skip:!0}]},{cN:"tag",b:"<style(?=\\s|>|$)",e:">",k:{name:"style"},c:[t],starts:{e:"</style>",rE:!0,sL:["css","xml"]}},{cN:"tag",b:"<script(?=\\s|>|$)",e:">",k:{name:"script"},c:[t],starts:{e:"</script>",rE:!0,sL:["actionscript","javascript","handlebars","xml"]}},{cN:"meta",v:[{b:/<\?xml/,e:/\?>/,r:10},{b:/<\?\w+/,e:/\?>/}]},{cN:"tag",b:"</?",e:"/?>",c:[{cN:"name",b:/[^\/><\s]+/,r:0},t]}]}});hljs.registerLanguage("markdown",function(e){return{aliases:["md","mkdown","mkd"],c:[{cN:"section",v:[{b:"^#{1,6}",e:"$"},{b:"^.+?\\n[=-]{2,}$"}]},{b:"<",e:">",sL:"xml",r:0},{cN:"bullet",b:"^([*+-]|(\\d+\\.))\\s+"},{cN:"strong",b:"[*_]{2}.+?[*_]{2}"},{cN:"emphasis",v:[{b:"\\*.+?\\*"},{b:"_.+?_",r:0}]},{cN:"quote",b:"^>\\s+",e:"$"},{cN:"code",v:[{b:"^```w*s*$",e:"^```s*$"},{b:"`.+?`"},{b:"^( {4}|	)",e:"$",r:0}]},{b:"^[-\\*]{3,}",e:"$"},{b:"\\[.+?\\][\\(\\[].*?[\\)\\]]",rB:!0,c:[{cN:"string",b:"\\[",e:"\\]",eB:!0,rE:!0,r:0},{cN:"link",b:"\\]\\(",e:"\\)",eB:!0,eE:!0},{cN:"symbol",b:"\\]\\[",e:"\\]",eB:!0,eE:!0}],r:10},{b:/^\[[^\n]+\]:/,rB:!0,c:[{cN:"symbol",b:/\[/,e:/\]/,eB:!0,eE:!0},{cN:"link",b:/:\s*/,e:/$/,eB:!0}]}]}});hljs.registerLanguage("json",function(e){var i={literal:"true false null"},n=[e.QSM,e.CNM],r={e:",",eW:!0,eE:!0,c:n,k:i},t={b:"{",e:"}",c:[{cN:"attr",b:/"/,e:/"/,c:[e.BE],i:"\\n"},e.inherit(r,{b:/:/})],i:"\\S"},c={b:"\\[",e:"\\]",c:[e.inherit(r)],i:"\\S"};return n.splice(n.length,0,t,c),{c:n,k:i,i:"\\S"}});"></script>
 
 <style type="text/css">code{white-space: pre;}</style>
 <style type="text/css">
@@ -76,9 +1599,7 @@
 </style>
 
 
-</head>
 
-<body>
 
 <style type="text/css">
 .main-container {
@@ -92,7 +1613,6 @@
 }
 img {
   max-width:100%;
-  height: auto;
 }
 .tabbed-pane {
   padding-top: 12px;
@@ -103,6 +1623,9 @@
 button.code-folding-btn:focus {
   outline: none;
 }
+summary {
+  display: list-item;
+}
 </style>
 
 <style type="text/css">
@@ -131,29 +1654,79 @@
 </style>
 
 
-<div class="container-fluid main-container">
-
 <!-- tabsets -->
-<script>
-$(document).ready(function () {
-  window.buildTabsets("TOC");
-});
-</script>
+
+<style type="text/css">
+.tabset-dropdown > .nav-tabs {
+  display: inline-table;
+  max-height: 500px;
+  min-height: 44px;
+  overflow-y: auto;
+  background: white;
+  border: 1px solid #ddd;
+  border-radius: 4px;
+}
+
+.tabset-dropdown > .nav-tabs > li.active:before {
+  content: "";
+  font-family: 'Glyphicons Halflings';
+  display: inline-block;
+  padding: 10px;
+  border-right: 1px solid #ddd;
+}
+
+.tabset-dropdown > .nav-tabs.nav-tabs-open > li.active:before {
+  content: "";
+  border: none;
+}
+
+.tabset-dropdown > .nav-tabs.nav-tabs-open:before {
+  content: "";
+  font-family: 'Glyphicons Halflings';
+  display: inline-block;
+  padding: 10px;
+  border-right: 1px solid #ddd;
+}
+
+.tabset-dropdown > .nav-tabs > li.active {
+  display: block;
+}
+
+.tabset-dropdown > .nav-tabs > li > a,
+.tabset-dropdown > .nav-tabs > li > a:focus,
+.tabset-dropdown > .nav-tabs > li > a:hover {
+  border: none;
+  display: inline-block;
+  border-radius: 4px;
+  background-color: transparent;
+}
+
+.tabset-dropdown > .nav-tabs.nav-tabs-open > li {
+  display: block;
+  float: none;
+}
+
+.tabset-dropdown > .nav-tabs > li {
+  display: none;
+}
+</style>
 
 <!-- code folding -->
 <style type="text/css">
 .code-folding-btn { margin-bottom: 4px; }
 </style>
-<script>
-$(document).ready(function () {
-  window.initializeSourceEmbed("500_analyse_biodiv_sr.Rmd");
-  window.initializeCodeFolding("show" === "show");
-});
-</script>
 
 
 
 
+</head>
+
+<body>
+
+
+<div class="container-fluid main-container">
+
+
 
 
 <div class="fluid-row" id="header">
@@ -196,12 +1769,12 @@ <h1>Compare PLS and RF</h1>
 <h1>Check performance of PLS and RF</h1>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
-<!-- rnb-output-begin 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 -->
+<!-- rnb-output-begin 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 -->
 <pre><code>[1] \elui\
  [1] ptype           resp            Resample        mtype_pls       ncomp           nvars_pls       RMSE_pls       
  [8] Rsquared_pls    MAE_pls         RMSE_normSD_pls Level_pls       mtype_rf        mtry            nvars_rf       
 [15] RMSE_rf         Rsquared_rf     MAE_rf          RMSE_normSD_rf  Level_rf       
-&lt;0 Zeilen&gt; (oder row.names mit Länge 0)
+&lt;0 Zeilen&gt; (oder row.names mit Länge 0)
 RMSE (1 - PLS/RF):  
 Var number (RF/PLS):  
 Levels with PLS is better: 0 0 0 0 0 0 
@@ -279,14 +1852,19 @@ <h1>Collect variable importance</h1>
 <h2>Number of variables</h2>
 <!-- rnb-text-end -->
 <!-- rnb-chunk-begin -->
-<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxuYGBgclxuYGBgclxuYGBgclxucGxzX3JmX3NyX2xvbmcgPSBtZWx0KHBsc19yZl9zcltwbHNfcmZfc3IkUmVzYW1wbGUgPT0gXFxNZWFuXFwsIGMoMSwgMiwgNiwgMTMpXSwgaWQudmFycyA9IGMoXFxwdHlwZVxcLCBcXHJlc3BcXCkpXG5cbmBgYFxuYGBgXG5gYGBcbmBgYCJ9 -->
-<p><code>r</code>r <code>r</code>r pls_rf_sr_long = melt(pls_rf_sr[pls_rf_sr$Resample == , c(1, 2, 6, 13)], id.vars = c(, ))</p>
+<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxuYGBgclxuYGBgclxuYGBgclxuYGBgclxucGxzX3JmX3NyX2xvbmcgPSBtZWx0KHBsc19yZl9zcltwbHNfcmZfc3IkUmVzYW1wbGUgPT0gXFxNZWFuXFwsIGMoMSwgMiwgNiwgMTMpXSwgaWQudmFycyA9IGMoXFxwdHlwZVxcLCBcXHJlc3BcXCkpXG5cbmBgYFxuYGBgXG5gYGBcbmBgYFxuYGBgIn0= -->
+<pre class="r"><code>```r
+```r
+```r
+```r
+pls_rf_sr_long = melt(pls_rf_sr[pls_rf_sr$Resample == \Mean\, c(1, 2, 6, 13)], id.vars = c(\ptype\, \resp\))
+</code></pre>
 <pre><code></code></pre>
 <pre><code></code></pre>
 <!-- rnb-source-end -->
 <!-- rnb-output-begin eyJkYXRhIjoiRXJyb3IgaW4gbWVsdChwbHNfcmZfc3JbcGxzX3JmX3NyJFJlc2FtcGxlID09IFxcTWVhblxcLCBjKDEsIDIsIDYsIDEzKV0sICA6IFxuICBvYmplY3QgJ3Bsc19yZl9zcicgbm90IGZvdW5kXG4ifQ== -->
 <pre><code>Error in melt(pls_rf_sr[pls_rf_sr$Resample == \Mean\, c(1, 2, 6, 13)],  : 
-  object 'pls_rf_sr' not found</code></pre>
+  object &#39;pls_rf_sr&#39; not found</code></pre>
 <!-- rnb-output-end -->
 <!-- rnb-chunk-end -->
 <!-- rnb-text-begin -->
@@ -326,7 +1904,7 @@ <h1>Trophic levels</h1>
 <!-- rnb-text-end -->
 </div>
 
-<div id="rmd-source-code">---
title: "500 Analyse Biodiv-RS"
output: html_notebook
---

```{r, include = FALSE}
# Set up working environment and defaults --------------------------------------
root_folder = path.expand("~/plygrnd/hySpecVisKili/")
source(file.path(root_folder, "hySpecVisKili/src/000_setup_windows.R"))

all_models = readRDS(file.path(envrmt$path_120_compile_analysis_sr, 
                               "models_sr.rds"))

# Collect model performance
gam_sr = modelPerformance(all_models[["gam"]])
pls_sr = modelPerformance(all_models[["pls"]])
rf_sr = modelPerformance(all_models[["rf"]])

summary(gam_sr)
summary(pls_sr)
summary(rf_sr)

# Get trophic levels
tl = read.table(file.path(path_meta, "trophic_levels.csv"), header = TRUE, sep = ";")
gam_sr = merge(gam_sr, tl, by.x = "resp", by.y = "Species")
pls_sr = merge(pls_sr, tl, by.x = "resp", by.y = "Species")
rf_sr = merge(rf_sr, tl, by.x = "resp", by.y = "Species")

# Arrange levels and species names
pls_sr$Level = factor(pls_sr$Level, levels(pls_sr$Level)[c(1, 5, 4, 3, 6, 2)] )
pls_sr$resp = as.character(pls_sr$resp)
pls_sr$resp = substr(pls_sr$resp, 3, nchar(pls_sr$resp))
pls_sr$resp = gsub("(^[[:alpha:]])", "\\U\\1", pls_sr$resp, perl=TRUE)
pls_sr$resp = factor(pls_sr$resp, unique(pls_sr$resp[order(pls_sr$Level, pls_sr$resp)]))


rf_sr$Level = factor(rf_sr$Level, levels(rf_sr$Level)[c(1, 5, 4, 3, 6, 2)] )
rf_sr$resp = as.character(rf_sr$resp)
rf_sr$resp = substr(rf_sr$resp, 3, nchar(rf_sr$resp))
rf_sr$resp = gsub("(^[[:alpha:]])", "\\U\\1", rf_sr$resp, perl=TRUE)
rf_sr$resp = factor(rf_sr$resp, unique(rf_sr$resp[order(rf_sr$Level, rf_sr$resp)]))
```

# Compare PLS and RF
```{r, echo=FALSE}
models_sr = rbind(pls_sr[, -4], rf_sr[, -4])
models_sr$mptype = paste0(models_sr$mtype, "_", models_sr$ptype)
models_sr$mptype = factor(models_sr$mptype, levels = c("pls_elsp", "rf_elsp",
                                                       "pls_elui", "rf_elui",
                                                       "pls_kmra", "rf_kmra",
                                                       "pls_spec", "rf_spec"))

ggplot(data = models_sr[models_sr$mtype == "pls" & 
                          (models_sr$ptype == "elui" | models_sr$ptype == "spec"),], 
       aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
  geom_boxplot() +
  geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
  scale_fill_brewer(palette="Dark2") + 
  theme_bw() + 
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
  labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))



ggplot(data = models_sr[models_sr$mtype == "rf" & 
                          (models_sr$ptype == "elui" | models_sr$ptype == "spec"),], 
       aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
  geom_boxplot() +
  geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
  scale_fill_brewer(palette="Dark2") + 
  theme_bw() + 
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
  labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))


ggplot(data = models_sr[models_sr$mtype == "rf" & models_sr$ptype == "spec",], 
       aes(x = resp, y = RMSE_normSD, fill = Level)) + 
  geom_boxplot() +
  geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
  scale_fill_brewer(palette="Dark2") + 
  theme_bw() + 
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
  labs(list(x = "Species richness", y = "RMSEn", fill = "Trophic level"))
```

```{r, echo=FALSE}
pls_rf_sr = merge(pls_sr, rf_sr, by = c("ptype", "resp", "Resample"), all.y = TRUE)
colnames(pls_rf_sr)[grep("\\.x", colnames(pls_rf_sr))] = 
  gsub("\\.x", "_pls", colnames(pls_rf_sr)[grep("\\.x", colnames(pls_rf_sr))])
colnames(pls_rf_sr)[grep("\\.y", colnames(pls_rf_sr))] = 
  gsub("\\.y", "_rf", colnames(pls_rf_sr)[grep("\\.y", colnames(pls_rf_sr))])
# nrow(pls_rf_sr)

ptypes = c("elui", "kmra", "spec", "elsp")
perf_check = lapply(ptypes, function(pt){
  subdf = pls_rf_sr[!is.na(pls_rf_sr$RMSE_pls) & 
                      pls_rf_sr$ptype == pt &
                      pls_rf_sr$Resample == "Mean", ]
  rownames(subdf[subdf$RMSE_pls < subdf$RMSE_rf, ])
})
names(perf_check) = ptypes
```

# Check performance of PLS and RF
```{r, echo = FALSE}
for(i in seq(length(perf_check))){
  rmse_perf = sort(round(1-pls_rf_sr[as.numeric(perf_check[[i]]), "RMSE_pls"] / 
                           pls_rf_sr[as.numeric(perf_check[[i]]), "RMSE_rf"],2))
  var_rf_prct = sort(round(pls_rf_sr[as.numeric(perf_check[[i]]), "nvars_rf"] / 
                             pls_rf_sr[as.numeric(perf_check[[i]]), "nvars_pls"],2))
  level_pls = sort(table(pls_rf_sr[as.numeric(perf_check[[i]]), "Level_pls"]))
  print(names(perf_check[i]))
  print(pls_rf_sr[as.numeric(perf_check[[i]]),])
  cat("RMSE (1 - PLS/RF):", rmse_perf, "\n")
  cat("Var number (RF/PLS):", var_rf_prct, "\n")
  cat("Levels with PLS is better:", level_pls, "\n")
  cat("\n\n")
}
```

# Collect variable importance
## Number of variables
```{r}
pls_rf_sr_long = melt(pls_rf_sr[pls_rf_sr$Resample == "Mean", c(1, 2, 6, 13)], id.vars = c("ptype", "resp"))
ggplot(data = pls_rf_sr_long, aes(x = variable, y = value, fill = ptype)) +
  geom_boxplot() + 
  labs(list(x = "Models", y = "Number of variables" ,
            fill = "Predictor Set")) +
  theme_bw()
```


# Variable importance for PLS
```{r, echo=FALSE}
var_imp <- compVarImp(all_models[["pls"]][["spec"]]@model[[1]], scale = FALSE)
# plotVarImp(var_imp)
plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
```

# Variable importance for RF
```{r, echo=FALSE}
var_imp <- compVarImp(all_models[["rf"]][["spec"]]@model[[1]], scale = FALSE)
# plotVarImp(var_imp)
plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
```


# Trophic levels
```{r}
var_imp_levels = var_imp
for(i in seq(length(var_imp_levels))){
  var_imp_levels[[i]]$RESPONSE = tl$Level[grep(var_imp_levels[[i]]$RESPONSE[1], tl$Species)]
}
plotVarImpHeatmap(var_imp_levels, xlab = "Species", ylab = "Band")
```




When you save the notebook, an HTML file containing the code and output will be saved alongside it (click the *Preview* button or press *Ctrl+Shift+K* to preview the HTML file).

The preview shows you a rendered HTML copy of the contents of the editor. Consequently, unlike *Knit*, *Preview* does not run any R code chunks. Instead, the output of the chunk when it was last run in the editor is displayed.
</div>
+<div id="rmd-source-code">---
title: "500 Analyse Biodiv-RS"
output: html_notebook
---

```{r, include = FALSE}
# Set up working environment and defaults --------------------------------------
require(envimaR)
root_folder = path.expand("~/plygrnd/hySpecVisKili/")
source(file.path(root_folder, "hySpecVisKili/src/000_setup_windows.R"))

all_models = readRDS(file.path(envrmt$path_120_compile_analysis_sr, 
                               "models_sr.rds"))

# Collect model performance
gam_sr = modelPerformance(all_models[["gam"]])
pls_sr = modelPerformance(all_models[["pls"]])
rf_sr = modelPerformance(all_models[["rf"]])

summary(gam_sr)
summary(pls_sr)
summary(rf_sr)

# Get trophic levels
tl = read.table(file.path(path_meta, "trophic_levels.csv"), header = TRUE, sep = ";")
gam_sr = merge(gam_sr, tl, by.x = "resp", by.y = "Species")
pls_sr = merge(pls_sr, tl, by.x = "resp", by.y = "Species")
rf_sr = merge(rf_sr, tl, by.x = "resp", by.y = "Species")

# Arrange levels and species names
pls_sr$Level = factor(pls_sr$Level, levels(pls_sr$Level)[c(1, 5, 4, 3, 6, 2)] )
pls_sr$resp = as.character(pls_sr$resp)
pls_sr$resp = substr(pls_sr$resp, 3, nchar(pls_sr$resp))
pls_sr$resp = gsub("(^[[:alpha:]])", "\\U\\1", pls_sr$resp, perl=TRUE)
pls_sr$resp = factor(pls_sr$resp, unique(pls_sr$resp[order(pls_sr$Level, pls_sr$resp)]))


rf_sr$Level = factor(rf_sr$Level, levels(rf_sr$Level)[c(1, 5, 4, 3, 6, 2)] )
rf_sr$resp = as.character(rf_sr$resp)
rf_sr$resp = substr(rf_sr$resp, 3, nchar(rf_sr$resp))
rf_sr$resp = gsub("(^[[:alpha:]])", "\\U\\1", rf_sr$resp, perl=TRUE)
rf_sr$resp = factor(rf_sr$resp, unique(rf_sr$resp[order(rf_sr$Level, rf_sr$resp)]))
```

# Compare PLS and RF
```{r, echo=FALSE}
models_sr = rbind(pls_sr[, -4], rf_sr[, -4])
models_sr$mptype = paste0(models_sr$mtype, "_", models_sr$ptype)
models_sr$mptype = factor(models_sr$mptype, levels = c("pls_elsp", "rf_elsp",
                                                       "pls_elui", "rf_elui",
                                                       "pls_kmra", "rf_kmra",
                                                       "pls_spec", "rf_spec"))

ggplot(data = models_sr[models_sr$mtype == "pls" & 
                          (models_sr$ptype == "elui" | models_sr$ptype == "spec"),], 
       aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
  geom_boxplot() +
  geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
  scale_fill_brewer(palette="Dark2") + 
  theme_bw() + 
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
  labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))



ggplot(data = models_sr[models_sr$mtype == "rf" & 
                          (models_sr$ptype == "elui" | models_sr$ptype == "spec"),], 
       aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
  geom_boxplot() +
  geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
  scale_fill_brewer(palette="Dark2") + 
  theme_bw() + 
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
  labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))


ggplot(data = models_sr[models_sr$mtype == "rf" & models_sr$ptype == "spec",], 
       aes(x = resp, y = RMSE_normSD, fill = Level)) + 
  geom_boxplot() +
  geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
  scale_fill_brewer(palette="Dark2") + 
  theme_bw() + 
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
  labs(list(x = "Species richness", y = "RMSEn", fill = "Trophic level"))
```

```{r, echo=FALSE}
pls_rf_sr = merge(pls_sr, rf_sr, by = c("ptype", "resp", "Resample"), all.y = TRUE)
colnames(pls_rf_sr)[grep("\\.x", colnames(pls_rf_sr))] = 
  gsub("\\.x", "_pls", colnames(pls_rf_sr)[grep("\\.x", colnames(pls_rf_sr))])
colnames(pls_rf_sr)[grep("\\.y", colnames(pls_rf_sr))] = 
  gsub("\\.y", "_rf", colnames(pls_rf_sr)[grep("\\.y", colnames(pls_rf_sr))])
# nrow(pls_rf_sr)

ptypes = c("elui", "kmra", "spec", "elsp")
perf_check = lapply(ptypes, function(pt){
  subdf = pls_rf_sr[!is.na(pls_rf_sr$RMSE_pls) & 
                      pls_rf_sr$ptype == pt &
                      pls_rf_sr$Resample == "Mean", ]
  rownames(subdf[subdf$RMSE_pls < subdf$RMSE_rf, ])
})
names(perf_check) = ptypes
```

# Check performance of PLS and RF
```{r, echo = FALSE}
for(i in seq(length(perf_check))){
  rmse_perf = sort(round(1-pls_rf_sr[as.numeric(perf_check[[i]]), "RMSE_pls"] / 
                           pls_rf_sr[as.numeric(perf_check[[i]]), "RMSE_rf"],2))
  var_rf_prct = sort(round(pls_rf_sr[as.numeric(perf_check[[i]]), "nvars_rf"] / 
                             pls_rf_sr[as.numeric(perf_check[[i]]), "nvars_pls"],2))
  level_pls = sort(table(pls_rf_sr[as.numeric(perf_check[[i]]), "Level_pls"]))
  print(names(perf_check[i]))
  print(pls_rf_sr[as.numeric(perf_check[[i]]),])
  cat("RMSE (1 - PLS/RF):", rmse_perf, "\n")
  cat("Var number (RF/PLS):", var_rf_prct, "\n")
  cat("Levels with PLS is better:", level_pls, "\n")
  cat("\n\n")
}
```

# Collect variable importance
## Number of variables
```{r}
pls_rf_sr_long = melt(pls_rf_sr[pls_rf_sr$Resample == "Mean", c(1, 2, 6, 13)], id.vars = c("ptype", "resp"))
ggplot(data = pls_rf_sr_long, aes(x = variable, y = value, fill = ptype)) +
  geom_boxplot() + 
  labs(list(x = "Models", y = "Number of variables" ,
            fill = "Predictor Set")) +
  theme_bw()
```


# Variable importance for PLS
```{r, echo=FALSE}
var_imp <- compVarImp(all_models[["pls"]][["spec"]]@model[[1]], scale = FALSE)
# plotVarImp(var_imp)
plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
```

# Variable importance for RF
```{r, echo=FALSE}
var_imp <- compVarImp(all_models[["rf"]][["spec"]]@model[[1]], scale = FALSE)
# plotVarImp(var_imp)
plotVarImpHeatmap(var_imp, xlab = "Species", ylab = "Band")
```


# Trophic levels
```{r}
var_imp_levels = var_imp
for(i in seq(length(var_imp_levels))){
  var_imp_levels[[i]]$RESPONSE = tl$Level[grep(var_imp_levels[[i]]$RESPONSE[1], tl$Species)]
}
plotVarImpHeatmap(var_imp_levels, xlab = "Species", ylab = "Band")
```




When you save the notebook, an HTML file containing the code and output will be saved alongside it (click the *Preview* button or press *Ctrl+Shift+K* to preview the HTML file).

The preview shows you a rendered HTML copy of the contents of the editor. Consequently, unlike *Knit*, *Preview* does not run any R code chunks. Instead, the output of the chunk when it was last run in the editor is displayed.
</div>
 
 
 
@@ -356,6 +1934,29 @@ <h1>Trophic levels</h1>
 
 </script>
 
+<!-- tabsets -->
+
+<script>
+$(document).ready(function () {
+  window.buildTabsets("TOC");
+});
+
+$(document).ready(function () {
+  $('.tabset-dropdown > .nav-tabs > li').click(function () {
+    $(this).parent().toggleClass('nav-tabs-open')
+  });
+});
+</script>
+
+<!-- code folding -->
+<script>
+$(document).ready(function () {
+  window.initializeSourceEmbed("500_analyse_biodiv_sr.Rmd");
+  window.initializeCodeFolding("show" === "show");
+});
+</script>
+
+
 <!-- dynamically load mathjax for compatibility with self-contained -->
 <script>
   (function () {
diff --git a/src/functions/001_functions.R b/src/functions/001_functions.R
index f9f30ef..d5689fa 100644
--- a/src/functions/001_functions.R
+++ b/src/functions/001_functions.R
@@ -119,6 +119,7 @@ compModels = function(model, pt, mt, rs = NULL, outpath, nested_cv = FALSE){
 # Collect model performance ----------------------------------------------------
 modelPerformance = function(model){
   smr_all = lapply(names(model), function(pt){
+    print(pt)
     smr_pt = lapply(model[[pt]]@model[[1]], function(mi){
       if(is.na(mi[[1]])){
         df = NULL
@@ -134,10 +135,16 @@ modelPerformance = function(model){
                 mi[[1]]$model$resample$method == mi[[1]]$model$bestTune$method & 
                   mi[[1]]$model$resample$select == mi[[1]]$model$bestTune$select, 1:3], na.rm = TRUE)),
               Resample = "Mean"))
-        } else {
+        } else if(ncol(mi[[1]]$model$resample) == 4) {
           temp = rbind(mi[[1]]$model$resample,
                        data.frame(t(colMeans(mi[[1]]$model$resample[, 1:3], na.rm = TRUE)),
                                   Resample = "Mean"))
+          temp$mtry = NA
+          
+        } else {
+          temp = rbind(mi[[1]]$model$resample,
+                       data.frame(t(colMeans(mi[[1]]$model$resample[, 1:3], na.rm = TRUE)),
+                                  mtry = NA, Resample = "Mean"))
           
         }
         temp$RMSE_normSD =  temp$RMSE/sd(mi[[1]]$model$trainingData$.outcome)

From de3e6433919a2d2202e0d331763b4a51ae91ca4e Mon Sep 17 00:00:00 2001
From: Thomas Nauss <nauss@staff.uni-marburg.de>
Date: Wed, 8 Jul 2020 08:21:25 +0200
Subject: [PATCH 63/65] Some minor updates.

---
 src/110_predict_biodiv_sr_rf.R      |  11 ++++--
 src/120_compile_analyse_biodiv_sr.R |  12 ++++---
 src/500_analyse_biodiv_sr.Rmd       |  50 ++++++++++++++++++++++++++++
 src/functions/001_functions.R       |  12 +++++++
 src/pls_zwischenstand.png           | Bin 0 -> 14812 bytes
 5 files changed, 77 insertions(+), 8 deletions(-)
 create mode 100644 src/pls_zwischenstand.png

diff --git a/src/110_predict_biodiv_sr_rf.R b/src/110_predict_biodiv_sr_rf.R
index 6181d2f..8a819b9 100644
--- a/src/110_predict_biodiv_sr_rf.R
+++ b/src/110_predict_biodiv_sr_rf.R
@@ -22,16 +22,18 @@ comb = readRDS(paste0(path_comb_gpm_sr, "ki_hyperspec_lidar_biodiv_non_scaled.rd
 # all data, and  kmdc and raoq only using gam, pls and rf models.
 mtypes = c("gam", "pls", "rf")
 mtypes = c("rf")
-ptypes = c("*elui*", 
+ptypes = c("*elev*", "*elui*", 
            "*spec*", "*elsp*", 
            "*lidr*", "*eldr*", 
            "*splr*", "*esld*", 
            "*kmra*")
 
 mt = mtypes[1]
-pt = ptypes[2]
+pt = ptypes[1]
 
 
+elev_cols = seq(which(comb@meta$input$PREDICTOR == "elevation"))
+
 elui_cols = seq(which(comb@meta$input$PREDICTOR == "elevation"), 
                 which(comb@meta$input$PREDICTOR == "lui"))
 
@@ -44,7 +46,10 @@ ldr_cols = seq(which(comb@meta$input$PREDICTOR == "AGB"),
 for(mt in mtypes){
   for(pt in ptypes){
     
-    if(pt == "*elui*"){ 
+    if(pt == "*elev*"){ 
+      comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[elev_cols]
+      
+    } else  if(pt == "*elui*"){ 
       comb@meta$input$PREDICTOR_FINAL = comb@meta$input$PREDICTOR[elui_cols]
       
     } else if(pt == "*spec*"){ 
diff --git a/src/120_compile_analyse_biodiv_sr.R b/src/120_compile_analyse_biodiv_sr.R
index 32ebe06..f08dcca 100644
--- a/src/120_compile_analyse_biodiv_sr.R
+++ b/src/120_compile_analyse_biodiv_sr.R
@@ -8,16 +8,18 @@ dir.create(envrmt$path_120_compile_analysis_sr, showWarnings = FALSE)
 
 # Combine all models into one gpm object
 # mtypes = c("gam", "pls", "rf")
-mtypes = c("rf")
+mtypes = c("gam", "pls", "rf")
 
 
 
 all_models = lapply(mtypes, function(mt){
+  ptypes = c("*elui*", 
+             "*spec*", "*elsp*", 
+             "*lidr*", "*eldr*", 
+             "*splr*", "*esld*", 
+             "*kmra*")
   if(mt == "gam"){
-    ptypes = c("*elev*", "*elui*", "*kmra*", "*spec*", "*elsp*")
-  } else {
-    ptypes = c("*elui*", "*spec*", "*elsp*", "*lidr*", "*eldr*", 
-               "*splr*", "*esld*", "*kmra*")
+    ptypes = c("*elev*", ptypes)
   }
   all_pmodels = lapply(ptypes, function(pt){
     model_files = list.files(envrmt$path_110_model_gpm_sr, full.names = TRUE,
diff --git a/src/500_analyse_biodiv_sr.Rmd b/src/500_analyse_biodiv_sr.Rmd
index 7a1ba45..7780a76 100644
--- a/src/500_analyse_biodiv_sr.Rmd
+++ b/src/500_analyse_biodiv_sr.Rmd
@@ -33,6 +33,12 @@ pls_sr = merge(pls_sr, tl, by.x = "resp", by.y = "Species")
 rf_sr = merge(rf_sr, tl, by.x = "resp", by.y = "Species")
 
 # Arrange levels and species names
+gam_sr$Level = factor(gam_sr$Level, levels(gam_sr$Level)[c(1, 5, 4, 3, 6, 2)] )
+gam_sr$resp = as.character(gam_sr$resp)
+gam_sr$resp = substr(gam_sr$resp, 3, nchar(gam_sr$resp))
+gam_sr$resp = gsub("(^[[:alpha:]])", "\\U\\1", gam_sr$resp, perl=TRUE)
+gam_sr$resp = factor(gam_sr$resp, unique(gam_sr$resp[order(gam_sr$Level, gam_sr$resp)]))
+
 pls_sr$Level = factor(pls_sr$Level, levels(pls_sr$Level)[c(1, 5, 4, 3, 6, 2)] )
 pls_sr$resp = as.character(pls_sr$resp)
 pls_sr$resp = substr(pls_sr$resp, 3, nchar(pls_sr$resp))
@@ -47,7 +53,24 @@ rf_sr$resp = gsub("(^[[:alpha:]])", "\\U\\1", rf_sr$resp, perl=TRUE)
 rf_sr$resp = factor(rf_sr$resp, unique(rf_sr$resp[order(rf_sr$Level, rf_sr$resp)]))
 
 
+gam_sr$mptype = paste0(gam_sr$mtype, "_", gam_sr$ptype)
+
 rf_sr$mptype = paste0(rf_sr$mtype, "_", rf_sr$ptype)
+
+
+
+ggplot(data = rf_sr[rf_sr$mtype == "rf" & 
+                      (rf_sr$mptype == "rf_spec" | 
+                         rf_sr$mptype == "rf_lidr" |
+                         rf_sr$mptype == "rf_elui"),], 
+       aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
+  geom_boxplot() +
+  geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
+  scale_fill_brewer(palette="Dark2") + 
+  theme_bw() + 
+  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
+  labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))
+
 ggplot(data = rf_sr[rf_sr$mtype == "rf",], 
        aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
   geom_boxplot() +
@@ -56,6 +79,33 @@ ggplot(data = rf_sr[rf_sr$mtype == "rf",],
   theme_bw() + 
   theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
   labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))
+
+
+gam_sr$mptype = paste0(gam_sr$mtype, "_", gam_sr$ptype)
+ggplot(data = gam_sr[gam_sr$mtype == "gam",], 
+       aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
+  geom_boxplot() +
+  geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
+  scale_fill_brewer(palette="Dark2") + 
+  theme_bw() + 
+  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
+  labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))
+
+
+
+pls_sr$mptype = paste0(pls_sr$mtype, "_", pls_sr$ptype)
+ggplot(data = pls_sr[pls_sr$mtype == "pls" & 
+                      (pls_sr$mptype == "pls_spec" | 
+                         pls_sr$mptype == "pls_lidr" |
+                         pls_sr$mptype == "pls_elui"),], 
+       aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
+  geom_boxplot() +
+  geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
+  scale_fill_brewer(palette="Dark2") + 
+  theme_bw() + 
+  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
+  labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))
+
 ```
 
 # Compare PLS and RF
diff --git a/src/functions/001_functions.R b/src/functions/001_functions.R
index d5689fa..6455422 100644
--- a/src/functions/001_functions.R
+++ b/src/functions/001_functions.R
@@ -135,6 +135,17 @@ modelPerformance = function(model){
                 mi[[1]]$model$resample$method == mi[[1]]$model$bestTune$method & 
                   mi[[1]]$model$resample$select == mi[[1]]$model$bestTune$select, 1:3], na.rm = TRUE)),
               Resample = "Mean"))
+          temp$mtry = NA
+        } else if(mi[[1]]$model$method == "pls") {
+          temp = mi[[1]]$model$resample
+            
+          if("ncomp" %in% colnames(temp)){
+            temp[which(colnames(temp) == "ncomp")] = NULL
+          }
+          temp = rbind(temp,
+                       data.frame(t(colMeans(mi[[1]]$model$resample[, 1:3], na.rm = TRUE)),
+                                  Resample = "Mean"))
+
         } else if(ncol(mi[[1]]$model$resample) == 4) {
           temp = rbind(mi[[1]]$model$resample,
                        data.frame(t(colMeans(mi[[1]]$model$resample[, 1:3], na.rm = TRUE)),
@@ -162,6 +173,7 @@ modelPerformance = function(model){
     smr_pt = do.call("rbind", smr_pt)
     return(smr_pt)
   })
+  
   smr_all = do.call("rbind", smr_all)
   return(smr_all)
 }
diff --git a/src/pls_zwischenstand.png b/src/pls_zwischenstand.png
new file mode 100644
index 0000000000000000000000000000000000000000..31c8d3e67bc4f9213289dfa42b64b1d08a7ab352
GIT binary patch
literal 14812
zcmdVB2UHYI*C&pE&?ABkh=_nrlSV*62_hh=0U0EU1j&lzC?Fs?H8KQY5Xngqk&I-J
zWFQP#f*@IO1j!E|D0y4o_uKuxvwP0&IeX4OG)+%W_pMu1H&osF-I@q(O%?iMXO2-&
zP|&O5m2@a5s2~aoN-uy4eNss*$)cb*;;gN%tBii7ppc@Vu%?hgPa=hNHG8I)sHiCV
zNQy#Aio#k-3O$KZMD!fj_;WaGXvAnZJ8L+j*Fue$7>yY8O0xbp3u|k%jJ1?Ck!W3g
zh?1go&Kfb!e-89o=o}N{Tv+H_NOCSDd)%*x`O6Ds5%ZVm53?AQ1U*PGg)uROg)t;j
z42c{=IwVR_5Ycx0X^1tknn)Z!EOgc={L8TrWr>oaT>pHK(7!^`VIi4RNG2DO538*y
zs)<t7<A>FU<JE_Uq!<lSj5DbaJ!Ae5qU_NUBr=I~NFo=K$Yc`v5WOWGl1Yb$qvn+3
zM5*yVwH=ZRoymnUWKzr@t|--?;}E4qFXY3+#l=OmCY1Xjsqk=|_@^pz;a?tq>O4IB
z!{G4n&{VoG5tTRQKHkusf`Z}0pZ_E6E_s#|6j%yXB?aAw>B|{WS(9xZ(*^}OYWc-N
zc7<lGb{(X$i>ZleSE}GE`L?f$Cz2ftHB9vUd3XvF*y~y9tVfK54t6bQsP3GdJ8pgH
z;c=Sg>Gol!xn7y86thv@eKPr2V8)}|lLCBNB@a+<Q^Qyi4y06&4F-XA3?fg|T0=On
zwwyi0!*KBs@Y@f`48mm<KJyRWnr2|OD>cm2^W9s4(8dU;iY3h*h0ds8dHPK<SrJ=~
zV4{+{_x~q}o@8`Qo>*tN{GRS_t9d_pS190zp|*!dpfSnR40Dl(0);+DAhc8STF<Yj
zbbiS%S~!ZFR>9`T9R*U_B*&n6N{G$(Z@2q<gFQ)0y)~>{|IbT+7WYe&qnAH?3EPrv
za|Bhz^NvpwJDiryM;k6|Uy#RVvmr%ajv}>`5OZ63_QnO68VcU>TWoS~FVEb#1}jPP
zbZ7Q+_jS<0VlgOn-8EsL|0*REF}vP?Rr&@XJgHq9A>d<f@QJNZUssIcHPG`vZmA*B
z<gShKZ=eF{I7+^BRS6UcMHxslFe2S|{!;&6klban$=PVgLWTX#Br~Z2v$jt>3(P-N
zY2zQF10Y8=2WqJA`F88X_jKojqB8AX2}OeI)AquuYr@@hXRJswl#n;7zY<Qg2T|*k
zu!%IP8`kfrB>uL)lMZlQ=4BjM%25Fj>Qn`SgD?TCVi$x!CR>{SRjI8IKtY-sQUBU-
z2cGQ-@Sa<?YX|~I7*L5Td;f3h`Qr{xS;3hx1ysQ2g|RJFp{QTnG?OPd(4vyg{(pth
z(pWqBRYS!&z|aJ1`TRCl&%c@_3Pgy65-$Z4!z?1iLjTo4EKlcg_&qgzDw22L_`f6>
zN<1$LV3+~J^NDy-RFr5JkHgvBSRQpO&q7YGA|)g$MGFn4D&U{8AqWOh$~cMKE(-z;
zuq}bTp~7=P#M5(FOC$GFNTu9Y0Oq^T0OyMT2h#{CexS?(6{<YpFx@s>eU<}Jcjyfz
zg2G3v|0P8>L@7l9pDd3bQdJ<Zpt?K?KWU^+M%9Q4)EZ>6qJi#GLN{?oA^i*378XEt
zi|Njk5HyGYu=S<B8-z2n6o21*62jPpcZ%{_?z|UydmKI;Ozbz42LQH9p+xO}cdOx>
zCjg{qp)#NY$~2F`Cc(s;W?VhxH@xm^(!!@$fr#~T9>{4tJj&|xk__&TP$E!!D~b;R
z4Z=WJ_bw%>-o+ejiyj-IJu3W`ZVVbm8!ZTm2%w_dDgSGjtBJ(WH_3Y#OcN><26ww<
z;(d6kpz0|6d4vgIOYzf$+fXC>2J4;+CPJv-#s96DR%W+5XE@Rz>SdzBpU3e?gYt{l
zoG@2LDABG5RYf|gk!|Lg#BMC|I+U35R0dL7WI#|K7KxX~|FOvvWt0%sGAHR@T12k&
zjWIxP&MDww0t>)jC>(X>Jtc&J^s&@Pbo77Hex7>>@zQb{5%DA(j(nCUo$OU0RnA^U
zT72e(0=}@yDE#}$K2v!Li!RoZbR35NZDAYPNYOOIe44hyQ29dv1ytJKc?YiH3B&Xf
z7a?`o<IcN5ASlwQ7Cl;{W6ujOY081`>5$)z_i>wgo$t*)3NpG~>bvql6QqQ%<)84Q
z3$TE#9m0daTd0b<u#mvF3-Y8pZf)DzI4a=scV6;(C~kfAQ{y*Z^P216jB4Xim`18V
z6;8Abw+-Xsv<N^<I9ycWl5<m~y;{bL6wnkqH5}5L0zqHrIMjgt*PR)}inM0iPGVtf
z=7UxYu$D^$`EunHTA2nME-oyz#|n6`;BdG;hm4PbC!!mpo5P>?orpJSCP8sqc^hY+
zthNV7b8ot^v-)RjGr6sqsS&_VP;24nZaGc7Xm9wELjt5UH$l?{Lg0*RQ<%|kkiR%=
zGWS=hosi|7P;HROqqmsZZU3JY0e{1<^$jr*ym4Tl^&~yC!aT+a%^Y6-1`RSYmEHQC
ze4DZ{Ijr>!a-qCJ9JnmLoxJ0N)aK)$7E-|CaJf9`m_Rtl<(-IVvxXU+n&&`{Cx07*
z*dc^`79pZ4%$c>qu;J<9>|PA~o6MZb>J)xFhX%SiM-BO{V|s$i{t+xv6~4t>?kJ5g
zgk8&LeC0p^y&Jm*9Z0M!AxOID9Tp+>Y<C^-2@fdph4%^3Zq_Oo)#jbd?4xBg(1dE?
zRam==5~8w3wZ|b1U^Xe?kS8^`#|@^~7TrYT_ydVx;xqEHY6W-8at{^c=QeOnk5&#a
zBoIGnyX~j95J2E-eEgr%@`S$Qa4weoF;ezlP8Vr)3u)NY-wh+i3tb1spqvynO?3R}
zM~<f|kcg7E;5;eRgPW;fPjynPeK7bf{m;m-)=mlI=ei|TMFBREP!MJ8H(LbExBpTg
zSPxOd>cL>(g?cWs-9^yC&IPg5?TQ?yw+%Kr1w60xhOd{tH%$Y3w{tPio$1i>E~#KI
z1B|-T<pe57bfo;MGypXyElbhBKIgnkP8@-@B;zq_UNS*o?{RnrSaaH=fSD3-5PO~#
zXM<c_!+EHQ?kJQ`34Ja5f&5c{aR0J%2xza20U}NUakDVSyI|dq=nlfi5d20pfcbpP
zg9ZMWWaXd=&s={-Wije3&0{I;1i}s$Fjx4utHOiejPQHzMvel<-EwQ*mb8eQUD;$D
zkI?Sp4OH&k%#1VjQ4G+;(B;{5V{US5#K+}emmnfznJxyQZg^(n7_P*$u0QmGoeL>g
zxmcV@G&o^)Sah(_v+LqFzu$HRGhaax!eEXuBH9ZW?_AQu%`c{_5?53S`aKko2?2}f
zsE`V2oi-Ozn!zIww?)1@z&@i7Y|ri|5?RZuTkVq&F-j;A9T&%Vp!{Vb-?t#J>o|O#
zGrHLrvV1^52Oac%Dr>R(NhFAPeYzoVz<vY)uKql71=SOm-W6y^NZV+AlF=gJxjUoC
zC1E<`k~LV)3=8a3tILxPceNNJ8V3OHtub7A$@g=YE+m1f%2c$d!Q;r^$FmUJRw0h8
zOpmtFWtfOO&QH2d5V)Go;^_cd=*qfrwTP@nf|8@;?~ljd-CIcGMN<4biz19dK~axU
z<aJy))B5^yp!<uG-wh2A-(-{DuCS)&)NdV*hTY#iJA*bZ0`a7;iW%BD-BV^aW5^%J
zr8~@UeitmQdx%8EL#@f<@Po#Nn>L3wA;C7Kfm`csi&+to#Pf<uvH_c4JRO)0&-v`$
z62ZhV4C9a<j2SKhxl~A_fZswUoDVm)aFf$Da&eM7-=(vv_)>~@Z#Lgy6J_PK{`BpW
zgW)1Lvr(=J7n#+)i@(k|aGn-cihr>myJvh4dnoIBYp+yX#(`#+X6LyHTg5c5voOuD
zHj6yIffa<SBi8xI-=z<?-z{ene;-SHIy}C6n__F>odZ=P1=bQtvZscewtCAG^{j3X
zigZ5d3A*kryp!{tt0)j}Jl**@x}4)OHRQh~8WkJ{+-0RBYvBhkxQwy)X-=Kgcv}6^
zjFpS~(h*3}?9GnnF~}**h8k*9W#v+uKJ93X5K2r(lbyd1A3v~SYHZ~0WDEuSAE$rl
zZcPX7iu5MmUa*zN6TJ5b&n0zkj}#Bkp74NEONyXiVp&-bF%09qRdO#fNfUqDW=#mA
zY8pldC%ZqHwFBZ5BW@)@s4+RF64@*(6=|*yvVYekY*%V`aRFZ&gFuyAHADNN1@d^?
z3s@c%_|euA2Wt5G!wv$``85?no!^is1zhf%2M5NgVS>k+ngi8EkGVF-U{JugjR}5m
zB8b>(RjoM1HmY-?CjrYNmdJ(~HM%Is4Uf?W&loQ#GwXP;g(ve%;~-nqqeST7!S1dz
z8bG5x2624JX`v-2lule*CYB+uOGRZoWRVLdT^1PE6;e9#y8edl2IIhN)C9mbopcmV
zcex#2$28z;&3Abhlaim9APC)EoKV0Ml9m|<avtYd>D5&#GL$4gy;td`mf;ZoBOje#
zpKGp|*p}7-n86$bNmgN=IX6Ac1LbU_18iP{HaLX6{m1eWzI_N$7h6=4K*vBhW1{XO
z4}3cXxkmR{SefOg2~~{W?Tl;}4!zO|*NagPGMORAi(P5Lv)tsg)q}d*K7#m%cPq~=
z@G1NAT=9SSYFDw-F<&ChIc#aXYpOOMvmKYFC=d8oPcqHe<wu>93tW3cI-K_VC0gdM
zU)a9d*;6?K+-z)A@D&OHo0DW1v#mP!I*C$R%{wDm0DK^C?r=WF-nx?qS?;ESh9p_B
zIa-<LppdBc8eSTS%3@8+=4FShlZIV0yY&iyhbB1i6q@;=Eb#@mV4}w|$q-?e9}1ST
zf=o;ng0meOI$b`u?n7H9C)qnU6=yu8bIRx*Wj3C@fhV9d!;UDc>KwMk;L+Y-weVuu
zWYWtekFtMan~j+u!D>aWh9DvlH0EWRS?t;g9Xj{oOnv+Zq1|$>26YwS=KWyMNQp8H
zOlaly#BtWo%}_uStwF@M?(4`uq|eC5!QWfT_&0660l%2u_m!dxu{pAXAuZR*E4!Q~
zXxu&cnMF4MuH8GCVtitkH-{3^3qV?y>S`$<4OME`jV~wgx+EwP)mC!CFod{rcljwO
zy=zxy2@`xKHo$@5Poi9ZqVJY2YUJvuR#dCI`{USbjBB1r9O&`fkSV*3tjd{5C(gQN
zlE166(KkDmiMxU0nRS?yiv|Z_J2Adv7ZZQjk{c^a1Aok({Y-W7q}7N}7jKJ(=I;vl
z+Uq2?`}4!`4#JfZC#+_-$Dxb{MC@=<k4>k{D=^dwKi>a4-DkJdpsU;lh&`|9#@n(q
zeiYJOj|TE9CsJ9U#H1&{<;>>|R`Jo{mP1K;!9+25jH3((@2Js0A3E9@Evz`c+w;L^
zWR_{yt4JR(ceR0sr@moat*v^h*|ke`VNbIzx2yp(pg)7X!<v_zUwi@hYHw&ts$+gX
z*~$;NmIN}u=>!qf2T)h1Mx&NG#+jmn9|kN8Jyof9T0rEgodSslxOsStPf2qrfw{uM
z%Z&ok923DjH+qLMSx$P{NpzW#+olbCxcgmhPf@lnl=v1D<wh3DQ!>CALnWq}x~Pqx
zR<65N{BVo?X8gFY%fm=Ukm<CAEMm*7cwShV2Q{2ayH?@|V839L=;boN1xWsoCWV56
z3t<?j)K&&g-Y-7`^PGw8!YQTM>MjQna}&`pe`le$0MXvHS}r_(1bUO?2S9C{RG4`c
z;Xwz(p8<x}=*sh-5k?L!z%Yi`wkmef!@Bu`GCFUS3kwp7@%r0L+40X_Esa5YewbOQ
z5Je6}{2?c}o>*;v=?i=h$iIf+n-Uhp3o^ldk%Nu@+%xU=pbiJ%fpJKy&aaFEvfH%^
zv%3pN>l{HGBf*QKMo5ktH`$OrG0&lO#j%HZ=6X6k<QUw14rbT}XM8&1h^*pRi;>nJ
z<|@faM4~5tl{cOE*`kC8e$#i1+wznL(%|z?N#4uJvwM1*;+Qq5BarhmERUhSOR4QU
z^^tKp7!AevLqS8oAaI>-Nz!}H7eX?WM{$DBIJt5=B+{DYu3wDWq4d?9k_6_Tu*eh6
z%UOz|0ZO292M0n-s=f=S_fM8%I$kD<i$WH<2a|73vz<}D3@{o}plZ&TufgU}!;~+X
z->bJw$v~QXG>|CMOj=Sxi8pZbW{En%CCJqU0ly|Gl42dLwD3u!?ech*T0~C@DjrAe
z!MMFzk{!<R!~=s27+&&Q)+;Okn=&E6hzb5Alb)2OK$vWQ?F~0<jPDQl_`XWpXMl$b
ztojjfyKOBSaLvTCRTc3AjA<{Cy=Vwv(`-cBt5V|%*G>iv#qHeg{>+l~DKNdn<VE7<
zRq7}Fn9Es_{@J%-h8CyUCpOB!$TlTxJx-73%#UrgpV+}ir#8QC?<)2r<T=pGGbsW6
z#o43M23Vy4(x%o*GO-{v@AzF$Djk)Dd#<{oio>lFi93a~%$16XIAp<q3ZjQ})%=5q
zvR_e;z1f2YD%goqI_J80f0X*Kub*SwD4r1Eu~(OgBVxuO-L?(_$O~F5-|v?@+y<Wi
zi)~f>?j1I!AQjd*9^|&H(>F7qql|L^H*po}c9vhj`(N-n>hn#lpTYHf|8DvF#F|hv
zhIA|uF4U?$0{fxHDuMOLk#&|XYw$N5j0sm)A>5KX9|dX=e6dO{;U8JvQNRLPA;FVD
zlvn6dtxDq~fUjrxu{j*Dm~a%@6dJK7#6uRHM|q1Wal{o}1x<O<Fow;vt006qI<8Ju
z>3E*sMgabznr}7M@@nEd29kO^0Njmq1PAsPN70~aUy}xxbwLxK9RD~bJen7YJRd>q
z{rU)#qCD#?FFf@-7I&bxAPT}wCsI}`G;^^nX~rAe$c-jdI8Vjky9!}qF~_<6_);yN
z5oY}j(e1ITOc~HUud_GA<{Y|YebmB#3Eg6bYl=j8EkPmxKQh1g_{9ZazJwA<KElAv
zq-|)s;*3EWIHhvWYIlvDh6Hdypx|3oAWl`Dz=sC17v!)lpbF4&1c=~jk?6n74s)oX
zh)Iu>VFXceF?~yf4LTCraK=rR8JfDi&W8m1awF7q$d54=Xo*7-%yy80D^rA`(fLi4
z5NFkhT$1!tsVcftjK?2J-9sm=6m&WBb8DOdqi=}(w0p(V!p75^K>TPl{MLvQ%r4Z0
zqZvPl!Kq|yi%1Ztk!BZ8M6@q<8Ukx({WIvQa4yek^cB|Lk7biEp=KtJ%@Mb)DylV6
z6(EA<`L&|(qaG|Gqvu<ziw;tsAx&d+d51Re2iZIdEG#JJhnLVL#qbq&$p3=+x*hPm
z?VU9*qSb^#8#Lkj^k_^q%&p{mn~jO9@jBBJr;CLPXT_N5GA14>A${9b?(hzIn{l9a
zQU)61=JM+m1_!1B8fzq?P)z0s)Op3&#pRruw%aNTYO0DOi{n^y)_i0Q<y0*p;3o!X
z;r=afMm@T}c?Jc3xGDvp4EHfLGlXZj{Pz-y-JAqQ`Jp_kqXiW3(Bl1F<mxL52&*)P
z0zgNg;Us!vHNwVSP2`~<j2xx|b}zHo5b6SIIJKJ=z6zhm4KmFfLxR9kbop`x9H2vQ
zN6>X1y4sx?lgA5#@0qi0?tnVM;Ck01dh{ij?cb4UU5SH>Vn$dnDG!DtPzWd!wBehQ
zLO@ANP1s1re@D0L#3JL&qr5<6Icliv7!FBJIHQ8UUBV$@QF{R@_Cl?tV7TEl)af)_
zRrIHJ#lcE6va-ue0?QSBZotWGmmaJ?W_~a6%LM)%l^#U2XM*35u}W%3VT+f{1FUJ-
zmh}^`$@l?kyq2N}br@cf7V4k=xGD#Hbt5buMLB9bM@W;`a-o)SKDYQ#;zO7)r3%j2
z-+(J`R_ek9A5}`i%uYc=QwoDjOb3J+0D5$^00vZ-yQFN#D4~_m?r?D3Fo<XwjJg5=
zhk<X;mC#oenRV4D3ZMpxzwN<<C<St-gWQU1tSM~JSz$wFrbz~G%@G%QLOvVjvalTt
z*GhW;KIAdg2=k<$zX)}otb`Kje_CDUj=;7&4JQ`*w*P8MJd~0<8(Wikeq$DZ;@uIk
z*?-<=`@uU0*FlSgov-@~d%6c3OHJ11@kGAq9pHJPMz`t+PATL3JvfyIi+uc~qE*m!
zLaD=bzd|L|Um32IEj>8N%*ZsBYKVXX-k&AI8-s|@8e;M<kSFBvn>QZUIxUoBKgP$$
z&s8nR;bzXXOz)f_yE@<w&XT98_Umd{sHT$wKg};TtH0R^c=S8}L!4{WxJy8DW9A*X
zslJTe>^(WXwJ0O~&)$@WH0FV~_Zp`|e{F~Dd|#*gwRaR+m+kmA0n|M#MKP<`vv%J}
zV^+XMTYmM;M;y@tCfd@-gR`E!cZGwkfZe^>3yMo-@e{y&7nomivD_2&J;y|%Y!|Bn
zewrbU3$ym?@s?`6NgN)Z<X3@2|LEe%2+wfOVZ9a4sIwWHNAM(VeyA@HRvW4*3Do?#
zrSDi$iMc6x1YKsk0XM%v*{3Dt&boMhDqcghGxAtaf5`NU6NjRifVBoec~Srd<FACZ
z6oVG%sbP82Pk~^tm>ru4*89;yql^P`T%ZUoG}U$jz+4U`;+>+2uQKCH%)5;IhgE|l
zgF)OjgM;DJt0xN5JTCCqYAD!w6tI&^uRz!DK}4~?c+pvwnddXZ3+TvUqRhnfhA-64
z#{kPC0sjb41_x3L@i3gVtb}~L)%nOe_2wMUQCJ@Tf(1y)N&G}j3sZJud33g!;8rFz
z05$ZMAsWnG2SYR}R4-j-WQrG*Py)n%o1caH6!0!3SJd&g&0|jykPRmX!x=$DO=TuH
zgA!@EdIZYY(!i^y0f;WP<<g?6UgOJaFxSqfEfv7j;3!mF*BJrM*aZ{i-LFBk8V?B4
z+=$c2Sk;9-oyRGdyP3xT%%xat%LsR^BFvHIKm%c007m4(M;)B#+9S+p%R_uJGnn0>
z_9s-Mgnxnxcv<A<Ek;pXPL5Hc%K;AP@80)9$D)2kYG@lQPchP0MV=*oqC?abNO!3r
z=bA6qfxB(FkI)4y$fQ89xhmuW3(Ty95PKMB&{euM-z?^C+6}bVq!aDMem$9>pwbBx
zm0`zOJ}e3IJ~l=N+?<Xzi!XDB*ImMO9h)d1QResQ?luU~8WgEphj{izdsPW8?`Rn%
zfalRzr9mU)cdkATgiWJxiF*J>I08lBuc!foqfPGcQhdx-HackuAfSyBfDR*CgnI54
z{sjXb9%r*e--}bX(Vn;_NI<TFatin$6u-AW2|b?0wLG?BgeO+-Bb6fAr$uvnQK+uc
zD3^19$1o1GuAUG>UUTAwpgw*<VDuc+@>nn))KFU2h9iruE_W#41CVaLu9>NWLhwBq
z%~0j+VW7El-(euBCJC1#*db4<?92pnX{g{lZIT%kO5g{4)lN<T-%A7e-66i>@RA;*
zG!EGi5rl?JX`x{a^C)6xiSbejn3W_s4)HRISfP&fvoi~n^591vq9Z~E(~Oy2_cARc
zZ5OWV%gbYdp#m_mFB_VQ>}!zM-sAlx05rvc3jK9Qc=vb4C&@K)+&ohpbz|p{N>zD4
zk#y3@5yjq5aibFziz2{Ihq_i18Kqx(4Eml4mfMa2BI=@|Ig#!hUQGUy+Swbjk)VJi
zfcYu%m<_Rwtk1$CvhSuam@c7u$a0oZQNa5+v}Sk&(MBPV>nNX(e?Gr|D$gzt31lhp
zZR%lymwMj4qJdITTMkqRV}_sZHVt8OSka0fT)4$JkaY$@eBwqg6o|)DK^bVWCbf8&
z<1a9qCx62+eCa7MWT$*fkwjpKelRD^%OhhD0tyh(W!>kAr43mA=-<qQF4h=_2zbep
zt_ow3W0uu2tnJAPcpS*20XS&(jCZpH6M2G(mAB;y!indFZNnd!n+1c}URF|Y?tI3$
z43y4^DEUU<5UF`fL>*06K3u}`pavQdc@*KnAUUllDqEI=rt`j`;Y{9bdHfT3yb+q%
zVO1+&1x0%QO=w3ChoCbSKbkpGrG)IzY?Jwge6zo8;t@FY2a<kriVj$7eS#)(qfr1f
z`@a(sM^V+<3S<9+>?|FS@(Ja-#f6E;aAiO#RmDPynhuOi8G<&vJmQkT+GhoPC5o4&
zDUdkE=pps<Sj$rzO&IUYXF0-Jiwl<`lKAzeSTwR%Lav~B$;wR;%hcPsYat>?rAz7Y
z%Q5n#2WXzj4xM|^4<{PP9YE9>yTty}GohzMO)L)z6FUYIC8^<Dg4G!`aR|Pg$flq;
z4gA>);6e+zT7wpJNH+wEC|?luX8Vrj$<UzU&;8%bb%ZFZ5`L)9mI0mQ2almOs2Qz)
zo^GXv)a;v)3)_zSe{l3<;n<(3cu}7(?!;LR+&H*q_K^XzUQP$|`3VFg>boIk!*l@J
zWPCas^6?Lu2p6(lcBdBubi6||Z{n;_$M~*e4d)ZZt*(Aa;BvP+<C6~+J^kBTXs#J+
zsX8}K=emk?4>5GijL!b>^MzJ2i6}(=xA0N;)c?pX{~x8G|F4Ne0tqea<rDDI(ZBl^
zQe>3uBiyVZ`+w!UgTR01yeZ-6f91T<eBJ-Qb~gOyEgAjRK=3mUF~x&(`q!Y`<h;75
z2(_k18|i3nzpW`p9^YmLa@{l6!SdV_2I9(u^L1ft9*S%Jd)o(=I>e6>0?EukFg9xd
zQy1{CA<Z#!gzkkNoX(f1+Mw>vYV+7CRr|?Pb<(HC-TB$NMvmAPTEVcZ3Kyc|6IN!T
z%kD!$`Id0+>ama0yFMTH>Q(&gJB0>lrGN1@2Rv+kgUz%+HfqV4q!0JLIvY6QGA^O1
zps0q7i1hkrb{1b@6P<a4BewmPYnGI0ph8ONxhX%Tm)1`t<|D{IB~!>EX{PD=2Iu^p
z<ysfDxYGwAw~^I|bOP^+Cq~*sp<7k5VlL#gv_Gq)`-Fdl_o*nsMou>~?f^98Yy7(2
z8@~DcUWpJ{)T`UXEhY0({9I1F#OTs`XtVFb<^YzAg?zL+AEu>r`nZU&sJ)$AT#2M{
zz41T=Q_xFiV5t$?sd>FOm3vifsN%K>KSB`5s}*g|@72`U4R7Y{?h*CsQD5Jwj`~^R
z?yb{Km(d_;wVz#ou+7Z9*>~_8!zQ_$&QMkyLVI1vosv;)V);q0DQ-e_wEjot#!S;(
zB#AUim%VY6)ncOJwh=$FSCz+<H7v|i*!*?xo3EGP$iy}G5p`S=%S2l2`HfGF^)ak`
z-oN-{C3>0<6G)iny(wT{s=&iLWC2`lnbKrQ+jjH)^oP!@EOf5DQioG>C4`vtdMuy$
z{W2xlsF&iI;5MbJFFV=c$3mvN;lNbGsqiP}KoV=V|7>pa-oeNwe;?<s2X0^Y&u1nX
z)4fhjDsO#%mDQ}tqrLjdcBt)3k+{P2JMCQQfgBI&E63fgoz>#6ch@<nzRLPwzqNJk
zl)v%=a&$^3YZE9q_f$mu*E3cFO31upvAp!TH@)fPZp>(tj{n)-W!w{Uxsx^P>r^*?
zW{yhyM0HWT+GzSu<j$oyll01fppyx&X7AY<U&wKv|8DG6Bv{Z$np?3vFXe_29AW+G
z`gVE7x$Et+g-evbg2y-+@>W*=TWu!TVbh<Jo7sBoj0QeqqX{Rp)$Lcl9JRSHHShBC
zL^1=fRNYeJRp!T)S%;G@#T%KJbF-@79incSHHW8;g>G&BYSRB+vvzxdHLv0Hd+){X
z_ckII+;vQ^E^ug`?@?`T-#qHi;Z{!?cXOQ%tp7c3kyYWG=BNDqp_JQ7NV4BM1b>b0
zQ-+3I6pL6QXc(FLvXST$tSzix&=;yIWZvg7b8gCg+_`GB!~)+tL0&di3rxe%=><fw
z{?IVwtSBX{>*Tw?N#ck7Ru6Tai{U)nP7bmv{o?TdK6PsC{mUi2z<NsOsHe7Rpxy;O
zx3;A&R?iFKbSo9LP40d}xt>{Qx7F~XiHc9lTV$LUxb?HzTlte3d}Yk{Kj(80e)XVh
zAu;29Gy8=Po^FsKesT5rV)(T8Z>oa5Q^MM73xgRIW(Cy@&MMPG=2N?4fHH&ZKM6Fi
zgb59%0>%EuKi3pjJdaK!u5|Npsgs*fs|`DUI~`Q+8Qyf;emA%2ZYxB1c&f`m4C=Yv
z+brg+JlMd~dGD_1?lq+&7mXfJbG0mP-)Qh5cm+Bo@s^JdIV{x7`r@BTyl2)6=wi(q
zk1U#;@PV6q&R6U0xB85CzN1~tF(qi4gWmN5;>sOT`6SEru&(Ca;wK^XSi|4`PU7b}
zNQM<B<An(|s=R5-F|2D0(z4m@^9KDtJPBvI>Mo5%TRQA5XtiooEgom}V7MBYd2P<D
zw$$dPee<uX-6qB@mwI9MPcHmE9EDwS18pZ3iG8w7HU>jumx@{QikkEHvb}HGIne5s
z@GJ_u{qycx{;BN2I_0U7YIl<Ce3;KyolT<|-ab=pgWoAm%v^4<hLI#zlQ6~T*u5wB
z1IEmBPn}UDoG}<^cl$lhx&D$jt8QLtQ&ckEnIOdE`avneq1ol>{`=xpvHe6%t;+6m
z*(b|7S7)7^o8)=5G*X_$&L8A%-lO_-6<QST`4Z}(!>6?3S$69wX=11aZXi$6+3%Ql
zypN4Y7iZpvU)JDaNe3q4vKGFKtCz~P9`ZiMDzUKa+>WvFX&?1(EY%v^&VLwcHd${)
zKPY9&)5G21el5UOe89MV{CW0z^uCCT6ivxeqJzP`5%XuwzPf2vA4g93N<20%r{r$$
zXi{uoa-g~_+k%j$h1?>aocX7W@vg;9=S?~ts!83i?Ml67V4U!qFUzCyZng;fImVZG
zAzspXn3NroIt58{xyam<Xwmn772#PpuI#p-<YhU_va0tYZfd;8sMK-6tX3vQB!`A^
zgHeaA$@(BkTq`?N$3;f0FFx<>gKw6e`!Ct<c(#Qb*?7J>?_F=1%Y*Z&qmo_LU@Zfc
zzxOv_@9zJY{uB&`onw~tRd^5{F!;8N?iAxyQREim>T7WpH9S4Vq{6)B>JKR{Hl^NW
z1IZC(H}AP{5v?r4Rlc?<F^`P1?YRu{)ukQIDLWxTF@e@sHpgGh>)%OU8<edu3OzBv
zIcT^tAte6zLvd3rmF&I-&f=zN-mq%lYUaqYfBoCLTysK%F4ltJjpk)ZUM?kT;Fa6-
zT?c_wVzcabA1)WELFqR!q{YK^Ia7nJ@x)cGx~HN%OFz?1#XX!(4W)A*WAr(x(+yr*
zSiOrOI3C_A)-4~h5OLUL$zF1IF-YSNT+la9@4Pv_tJXTeaB|E)Z<8f6Dl*ZVU9vlw
zZf5=H;M=$n=f|;oLRr<}B|nT3e+*Rna(x;)@~VL>#g(um!8NVy#xJPre1&^S{Z>+%
zvhriN^QVTaXwyI2je|7APUn}M1udl=O`N%JRPrwFE>+5Q7InrA@3M=md%HTyWHEbi
zmSo>Z%kaA?{Y(5lx#DBHN@}%ZKqQw^;@q4w?aP9r+A>qJN<xQ2Me3JKc|`IHwCTrF
za)m^Fv>wA(f^YTUZ*J$>lL`dZ9LgCqLlp`9y8=?Tt|VNyc^kgE??HQPF>&HV>yMn;
z-|iI_s5K?$`?<Onx^`Z<KLPHJUvyR$iWF27I{b~3IPBzj!QwA#*~}{%K)Ml4SljGV
zvvIy?_v`0zV%%#{eBFGwrI|}1Q}4sGn3!tm;6&zHXR{a)J-Y`qet4zx>6Tx-Rw4^B
zjBRGPUQJUgHPsRa5oN_tr!Ti<bxTu^|9Wv)w(#Cqkr6RD)W4S0CB3tGu#%*arKLPX
z+52O(Av)Fg`sQ{EVUg_%U$#hvx3Vw6@wyJ7k~wOT{mv;Vv8zT?AKfVpwk~@o<cXOP
zwyO0bZOg!``Jk2f=EE)l1vavsXo4^gwt!Aqdj30S`8kDiXY<`soCX9!h!s26Bj>yh
z_E#v$1@mdKc}5iVej#yZ7<c8Avb3I(GJ~txU!BO!*i`7v_`P3hITs`Py)+w)V~(0E
zpr+H5`}yiSb-_~n_9MZ}i5o9Co*#6=FSc7Y&ReqiZRT%seIep{l$!DmW_$C0e|aeO
z2<eLn<g?HB^elU%vQEiUlIY=jtx7HO(Fq6D*xxwmuB85xQCoE#Sm)Rq5{sc{^b3dL
z-CphKo#GlXe}Go`Mv`7L@Oj&p7~`#Z<;V<vQ%eEy*9uh%4Y465O(O2>Y@%_(LaXVW
zWjPCbw1>~thEM5f%7w^YTQ~4N!Ze=b5m0HaeUWS5$pObp^Zq&Cw&rWwtkmOfLV^ZL
ze=1b$%X1S-jD{SiLX*V~L#>l1Gk++Bx=*@1yVEF;QLe?XFqooqDtu)*fr_1M`b*{*
zXI#{-V|>`+&s(oN*TeF(Qxa$CJv<-a?ks%Z4s_7syKUUx*cdonI%(&e5QUfKzYN4V
zKXDnz_IGA<8dp{%i&_k~xAvS!6VO+V-PGw1{B680@+sPnJ-w~2R+|$n&{Cvd7;GK%
zFCQ#q`;0v`&Jocj&g+!_M)X>?)c%A5|I6kY+5@50&nGsPO8kT)9wm>*em@>d&R#3L
zzq`G-o^LBW>8xY%(S4q8oA1Kd+^K%g9<ywf){Nu<vk;D5o^~J34hH)jjkgWwYL`z<
zz|Z|xucqh>e}1ef-1nAd{7{KtR?sW_^;hhgB!M9Lp!{@Q;pAfVP<gmY`OWucxV=3O
z9~~}kv`5GSPFXlxuQh#l{nqBm&{S*E-gIXM(|dF4EuX2j*$YjHII9Jh?qgQsd8?T^
z8gff=7BpA<Dm+!=)IM$V?kV2$Q$Nutss1^^h)qLZ?4%lDIJD2k31$B3eCGKMoQJ~2
z>_+V}$y;v;K9Q-n)}8v9zFaqV6rS1t;;DU$?rT`>4!iX8j<Z89ydw5JPdz{61=9x%
z3kmw<OEn{b-KVFkB!6@|zkU)G0@&366>V<6i=5_2&}x2FA6*!s{+}0hYr}-gH?=O$
zJ*Cd~aPI!fJSaT+$=~hlBg4RZNfU1FAHvurv(`(hqOzr5zv~_Q{=h%htU$BLzu@vc
zKbsc6>RQ>pRu&k)tI1={eVHxNsV^>aCPF`)uxvDze&f+CEk^sfr-<eS-Vw2g`K0DA
z`oAJftcRy-d21$~1&muWCMdW&#+~{6%x1ZqiF2s;{cC6X8&+OB8scq9!W=qOh?wZW
zxL0<?aCGC^%?usaYm64djF^mbt2$I)on>Cyhf9Unn7KQo%I;lkezW>jt7nJ3o?Ojl
zFIv5CXYfVLDY5jR(W6SKhnQK_mCtsY$4jb0f-}uNI@a#B)ypF=Ir?XH!t4ZaFgza5
zw0~nlB6{?yrn1|d?N1K7{e7?HudH?Q634->v%W(>%#TT~HU(KLzB(U+^J(J;9Gf2L
z(>rsT8-1rg|I<76@{=>$y&ik)70$xkGvB_wYM6cT+$b?UZmNMfBkX90VZ9!Q*2+kS
z4JmJV)oYPIp>`~giH1<HMC88OVsh6yD8txoyo7v7N-j<RXvNibhS;nswHqhHCn!!$
z4rN(H$7Xy;PIv^waUMA8UAgS=N{t~!<-y30TTjz{Zm^iO>Lg^m5D!sw!t`e*WRh?6
zD&`8~s|E5ha`;_QQ_GOxWbN)s&#-?Y)%I%3qvwu`S=J-t1(89^D``auK5~z|Mr?0A
z6`J(9k=zo*S`o%m#jDgx|Jqmod^~H85eqriqt?QD`H5;8EU&vYp%=TiV$`h3@r{|C
zmPT0ESj!AfmGWJP{<%FgtjYDpA>jH+j+;^jugYtPPw9_&HoNt`u9rNKGKO){EeuJi
zQp;x-&$iJit9J;~u=<*Fg`wMG?q-%BQrXp=Zwi!a%UPZs<J{UcpHx@O=}<N}>?v8=
zn=QJIm^ckMZZS%UDp#34R%aV8&_2e#RpbMwTeFqb>q~!OzNXnXzw@>E3Aciz#K22G
z<YNUS!X#n2vaiX+rBMv)KFjEgkw<>aI(dm6hY^SR>s10jU5>tV=<~YU@3o)QyJEB)
zq}6g&=Ec}@D<8PV`2O&^Dc{VaZnoBL2OAzy#>)lz5k-pnqc5gvmU8JCiz6BB+x3=B
z6P))Ws_GL@pMOdv`}Nz;q6MZx1)e^74yiIktT2w!=hVnaQOlJd>oKR*38^E!SD9S2
zB$G>oxnvSv)e7EVtWWzjcPO*s-{tg}X{zA#3sDOby-MZ_GghUPGGCZqEo$vb`K`<V
zc5kd=6l9_VBiTf1c+R$rt~n1icp5q7TUGkXCb7#+ISCl$1{}uMx9nDD%~`w5zIA!b
zG*NK+rKiQ4++3<&w$F818VNB{@z2z+^bGH3{M2Sdek>j-U$uK3-pw!my|&xp^2V4<
zQ_-=GPcoZ@K{maL&0uqlVv(d1tyv|1AeD^L2A4&Iao@y>-?cYhw=U|j9{%3aS{IfV
zhy<s#cARu3Ei$YhsaVKLCoxA9?arLK=O(ktYVY}|vCeXuzo<DoMT319tgG{X5k(Uh
z*O<m?#P1td&SNWiv+6>C%v-)q3HxGWi(i(7JDWFpRBPH9(%!V>4=U)+yPSK$@WJs?
z`6Hu8870*pt3E|nzFbHcj7`rcc>*<O@4T>23LTTar^UaHV^y;L%}{3QySvp-!N{o>
zD57wpUo6`J?2g@Q!5bHtS;<Z3Fe>18>EM)JF}CM4ab(pkvlP)cCC%ELHRbxbf!M^u
zf|}Se^WpvE{38`nMGE)j)|nyye4lRWU>0SNOG<e}_y;aQ-m;(bS8MGVagls9S>|$1
z+-E<^5IUP^Bk{~W^<vK%t2!$x?vg}wWOKb?I)zCemQ6@@3d#H4Jee0EV_8%Cb22C|
z>kc<-OSF{MSzarmBg}W&t5+v#D?z{eih?~SOBu&}$>u$SMZy$)-ZrTM%ct3*vsq-t
zEb^{alxHryw(5;1XF|oELGNk@_8YPOh`7b6mL+*UXr@0PQ);EbH^1PGOv!NR3z5Xb
zYSBw>KTbdQqOw2M+&%ZBhcA>k+s_v(y=uCg<LY3dQT(Dj>2Owz>Rb90Jzi6?*FR>;
zL<F$&)jd^Gk;L~4mr|JfvM``x#PA^P!|~%)x*2CwT@r=Diw`bp@j-?^^Bj$TYKask
zmMG<z9{Aqf%l^_ChOg1hNOu2pGN8W5LhmB9EPT?k|3$f7zGS~<g>lt`D)WG(X4>gM
zmr1tMV>%u?Ud6xCa6HiDl@+$f3(mUs*9T8z6t@x*OZurAo#`K$7L+V^H{Hq?$(d}E
zi8`BbF)E8$WB+rll9J}Ukv9!Zy>6rFT&20v8JO>P7-e3Z_=|iON9~KID_%3KtTnna
zhmFUqlkD?xhwzaczVI{_z2Y*3>IZex5#}Z>Iv(4L)w`Uub}xaHFRaHrOIJpiq9YgH
zK1h0L^Wn8yVuAUDA5T<GV@znJy{|9scUVYcR0>Cl_?7a+DqT~}9_ECSzwa<9UTZBv
zEgB4cxn+zmtXB&5MyF&9$^@KRUK4od3stuw+?u^IH12W3Zu25$X$jX!3*)seM)rC~
zMJ2DLwOvQhxJ_#Dwr4&v{XWd7s=4l;!8No%)`BO7B3~X~u5?d-w<j!wymxj-76n%~
z&C{}e3ev?~mq!yqISX$rl{)jqVom|7`tJzxSj%H^a+NeJXr?eY2>*@}x@CKdU0&hl
ze}^0Y*FQx2FNoxSB_Vomu4l-}dGA*koX}i299EIg)YNn~5S~7WijS9QGLgP=9!*)A
zH8!kS>oxjlAI^=ko1=SnneW!^uRjW!?WwvK3RA<gdOeDIjo|loiPh<V?OvP4n=_PF
z!k|bg4{e`j&Q$T)tn`M_GY%HR3=GFWAjN<l@=yDg_G^&_1B?>oNexdfH9XWP)Q%WS
zEV9ZMV0~Ki=NY;iN}H8SoUdF)$M~bp^dCC=v2WQm22Z(#HOc0q<8<=X5Lh1a@o^Qp
tnU#eazQTiklP5j;pMQz>Uj%R<Cp=1K+>??B{PQbKRb@@368KKYe*-ff{R#j8

literal 0
HcmV?d00001


From 6b99660fb381d2299bf91473162da674154ef927 Mon Sep 17 00:00:00 2001
From: Thomas Nauss <nauss@staff.uni-marburg.de>
Date: Mon, 13 Jul 2020 22:33:25 +0200
Subject: [PATCH 64/65] Add some basic analysis.

---
 src/500_analyse_biodiv_sr.Rmd  |   61 +-
 src/600_analyse_biodiv_sr.Rmd  |  186 ++++
 src/600_analyse_biodiv_sr.html | 1688 ++++++++++++++++++++++++++++++++
 src/pls_zwischenstand.png      |  Bin 14812 -> 0 bytes
 4 files changed, 1912 insertions(+), 23 deletions(-)
 create mode 100644 src/600_analyse_biodiv_sr.Rmd
 create mode 100644 src/600_analyse_biodiv_sr.html
 delete mode 100644 src/pls_zwischenstand.png

diff --git a/src/500_analyse_biodiv_sr.Rmd b/src/500_analyse_biodiv_sr.Rmd
index 7780a76..e72905e 100644
--- a/src/500_analyse_biodiv_sr.Rmd
+++ b/src/500_analyse_biodiv_sr.Rmd
@@ -52,26 +52,50 @@ rf_sr$resp = substr(rf_sr$resp, 3, nchar(rf_sr$resp))
 rf_sr$resp = gsub("(^[[:alpha:]])", "\\U\\1", rf_sr$resp, perl=TRUE)
 rf_sr$resp = factor(rf_sr$resp, unique(rf_sr$resp[order(rf_sr$Level, rf_sr$resp)]))
 
-
 gam_sr$mptype = paste0(gam_sr$mtype, "_", gam_sr$ptype)
-
+pls_sr$mptype = paste0(pls_sr$mtype, "_", pls_sr$ptype)
 rf_sr$mptype = paste0(rf_sr$mtype, "_", rf_sr$ptype)
 
+model_sr_m = rbind(gam_sr[, c("resp", "mtype", "mptype", "Resample", "RMSE", "Rsquared", "RMSE_normSD")], 
+                   pls_sr[, c("resp", "mtype", "mptype", "Resample", "RMSE", "Rsquared", "RMSE_normSD")], 
+                   rf_sr[, c("resp", "mtype", "mptype", "Resample", "RMSE", "Rsquared", "RMSE_normSD")])
 
+model_sr_m = model_sr_m[model_sr_m$Resample != "Mean", ]
 
-ggplot(data = rf_sr[rf_sr$mtype == "rf" & 
-                      (rf_sr$mptype == "rf_spec" | 
-                         rf_sr$mptype == "rf_lidr" |
-                         rf_sr$mptype == "rf_elui"),], 
-       aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
-  geom_boxplot() +
+ggplot(data = rbind(model_sr_m[model_sr_m$mptype == "gam_elui" | model_sr_m$mptype == "gam_elev" | model_sr_m$mptype == "pls_spec" | model_sr_m$mptype == "pls_lidr" | model_sr_m$mptype == "pls_elui" | model_sr_m$mptype == "rf_spec" | model_sr_m$mptype == "rf_lidr" | model_sr_m$mptype == "rf_elui", ]), aes(x = resp, y = RMSE_normSD, fill = mptype)) +
+  geom_boxplot() + 
   geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
   scale_fill_brewer(palette="Dark2") + 
   theme_bw() + 
   theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
   labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))
 
-ggplot(data = rf_sr[rf_sr$mtype == "rf",], 
+
+
+best_model = lapply(unique(model_sr_m$))
+
+
+
+
+label_colors = "black"
+
+
+pls_sr$RMSE_normSD[pls_sr$]
+
+label_colors <- ifelse(pls_sr$RMSE_normSD == 0, "red", "blue")
+
+pls_sr_tmp = pls_sr[pls_sr$mtype == "pls" & 
+                      (pls_sr$mptype == "pls_spec" | 
+                         pls_sr$mptype == "pls_lidr" |
+                         pls_sr$mptype == "pls_elui"),]
+
+label_colors = rep("black", length(unique(pls_sr_tmp$resp)))
+if()
+
+ggplot(data = pls_sr[pls_sr$mtype == "pls" & 
+                      (pls_sr$mptype == "pls_spec" | 
+                         pls_sr$mptype == "pls_lidr" |
+                         pls_sr$mptype == "pls_elui"),], 
        aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
   geom_boxplot() +
   geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
@@ -81,8 +105,10 @@ ggplot(data = rf_sr[rf_sr$mtype == "rf",],
   labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))
 
 
-gam_sr$mptype = paste0(gam_sr$mtype, "_", gam_sr$ptype)
-ggplot(data = gam_sr[gam_sr$mtype == "gam",], 
+ggplot(data = rf_sr[rf_sr$mtype == "rf" & 
+                      (rf_sr$mptype == "rf_spec" | 
+                         rf_sr$mptype == "rf_lidr" |
+                         rf_sr$mptype == "rf_elui"),], 
        aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
   geom_boxplot() +
   geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
@@ -93,18 +119,7 @@ ggplot(data = gam_sr[gam_sr$mtype == "gam",],
 
 
 
-pls_sr$mptype = paste0(pls_sr$mtype, "_", pls_sr$ptype)
-ggplot(data = pls_sr[pls_sr$mtype == "pls" & 
-                      (pls_sr$mptype == "pls_spec" | 
-                         pls_sr$mptype == "pls_lidr" |
-                         pls_sr$mptype == "pls_elui"),], 
-       aes(x = resp, y = RMSE_normSD, fill = mptype)) + 
-  geom_boxplot() +
-  geom_hline(yintercept=c(0.5,1), linetype="dashed", color = "black") + 
-  scale_fill_brewer(palette="Dark2") + 
-  theme_bw() + 
-  theme(axis.text.x = element_text(angle = 45, hjust = 1)) + 
-  labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))
+
 
 ```
 
diff --git a/src/600_analyse_biodiv_sr.Rmd b/src/600_analyse_biodiv_sr.Rmd
new file mode 100644
index 0000000..560ace5
--- /dev/null
+++ b/src/600_analyse_biodiv_sr.Rmd
@@ -0,0 +1,186 @@
+---
+title: "600 Analyse Biodiv-RS"
+output:
+  html_document:
+    df_print: paged
+editor_options:
+  chunk_output_type: console
+---
+
+```{r, include = FALSE}
+# Set up working environment and defaults --------------------------------------
+if (Sys.info()["sysname"] == "Windows") {
+  filepath_base <- "D:/plygrnd/hySpecVisKili/hySpecVisKili/src/000_set_environment.R"
+} else {
+  filepath_base <- "/mnt/sd19006/data/users/tnauss/KI-Hyperspec/hySpecVisKili/src/000_set_environment_linux.R"
+}
+source(filepath_base)
+
+all_models <- readRDS(file.path(
+  path_compile_analysis_sr,
+  "models_sr.rds"
+))
+
+# Collect model performance
+gam_sr <- modelPerformance(all_models[["gam"]])
+pls_sr <- modelPerformance(all_models[["pls"]])
+rf_sr <- modelPerformance(all_models[["rf"]])
+
+summary(gam_sr)
+summary(pls_sr)
+summary(rf_sr)
+
+# Get trophic levels
+tl <- read.table(file.path(path_meta, "trophic_levels.csv"), header = TRUE, sep = ";")
+gam_sr <- merge(gam_sr, tl, by.x = "resp", by.y = "Species")
+pls_sr <- merge(pls_sr, tl, by.x = "resp", by.y = "Species")
+rf_sr <- merge(rf_sr, tl, by.x = "resp", by.y = "Species")
+
+# Arrange levels and species names
+gam_sr$Level <- factor(gam_sr$Level, levels(gam_sr$Level)[c(1, 5, 4, 3, 6, 2)])
+gam_sr$resp <- as.character(gam_sr$resp)
+gam_sr$resp <- substr(gam_sr$resp, 3, nchar(gam_sr$resp))
+gam_sr$resp <- gsub("(^[[:alpha:]])", "\\U\\1", gam_sr$resp, perl = TRUE)
+gam_sr$resp <- factor(gam_sr$resp, unique(gam_sr$resp[order(gam_sr$Level, gam_sr$resp)]))
+
+pls_sr$Level <- factor(pls_sr$Level, levels(pls_sr$Level)[c(1, 5, 4, 3, 6, 2)])
+pls_sr$resp <- as.character(pls_sr$resp)
+pls_sr$resp <- substr(pls_sr$resp, 3, nchar(pls_sr$resp))
+pls_sr$resp <- gsub("(^[[:alpha:]])", "\\U\\1", pls_sr$resp, perl = TRUE)
+pls_sr$resp <- factor(pls_sr$resp, unique(pls_sr$resp[order(pls_sr$Level, pls_sr$resp)]))
+
+
+rf_sr$Level <- factor(rf_sr$Level, levels(rf_sr$Level)[c(1, 5, 4, 3, 6, 2)])
+rf_sr$resp <- as.character(rf_sr$resp)
+rf_sr$resp <- substr(rf_sr$resp, 3, nchar(rf_sr$resp))
+rf_sr$resp <- gsub("(^[[:alpha:]])", "\\U\\1", rf_sr$resp, perl = TRUE)
+rf_sr$resp <- factor(rf_sr$resp, unique(rf_sr$resp[order(rf_sr$Level, rf_sr$resp)]))
+
+gam_sr$mptype <- paste0(gam_sr$mtype, "_", gam_sr$ptype)
+pls_sr$mptype <- paste0(pls_sr$mtype, "_", pls_sr$ptype)
+rf_sr$mptype <- paste0(rf_sr$mtype, "_", rf_sr$ptype)
+
+# Create merged model
+model_sr_m <- rbind(
+  gam_sr[, c("resp", "mtype", "ptype", "mptype", "Resample", "RMSE", "Rsquared", "RMSE_normSD")],
+  pls_sr[, c("resp", "mtype", "ptype", "mptype", "Resample", "RMSE", "Rsquared", "RMSE_normSD")],
+  rf_sr[, c("resp", "mtype", "ptype", "mptype", "Resample", "RMSE", "Rsquared", "RMSE_normSD")]
+)
+
+
+# Some preliminary results
+best_model <- function(data) {
+  best_model <- lapply(unique(data$resp), function(r) {
+    tmp <- data[data$resp == r & data$Resample == "Mean", ]
+    tmp[which(min(tmp$RMSE) == tmp$RMSE), ]
+  })
+  best_model <- do.call("rbind", best_model)
+
+  for (r in unique(best_model$resp[duplicated(best_model$resp) | duplicated(best_model$resp, fromLast = TRUE)])) {
+    tmp <- best_model[best_model$resp == r, ]
+    if (any("e" != substr(tmp$ptype, 1, 1))) {
+      use <- which("e" != substr(tmp$ptype, 1, 1))
+    } else {
+      use <- 1
+    }
+    rmv <- seq(nrow(tmp))
+    rmv <- rmv[use != rmv]
+    best_model[best_model$resp == r, "Resample"][rmv] <- "remove"
+  }
+  return(list(best_model = best_model, best_model_table = table(best_model$mptype[best_model$Resample != "remove"])))
+}
+
+
+gam_models = c("gam_elev", "gam_elui")
+pls_models = sort(unique(model_sr_m$mptype[model_sr_m$mtype == "pls"]))
+pls_models_single = pls_models[c(3, 5, 6, 7)]
+rf_models = sort(unique(model_sr_m$mptype[model_sr_m$mtype == "rf"]))
+rf_models_single = rf_models[c(3, 5, 6, 7)]
+
+
+best_model_gam <- best_model(model_sr_m[model_sr_m$mptype %in% gam_models, ])
+print(best_model_gam$best_model_table)
+
+best_model_pls_incl_gam <- best_model(model_sr_m[model_sr_m$mptype %in% pls_models | model_sr_m$mptype %in% gam_models, ])
+best_model_pls_incl_gam$best_model_table
+
+best_model_pls_single <- best_model(model_sr_m[model_sr_m$mptype %in% pls_models_single, ])
+best_model_pls_single$best_model_table
+
+best_model_pls_single_incl_gam <- best_model(model_sr_m[model_sr_m$mptype %in% pls_models_single| model_sr_m$mptype %in% gam_models, ])
+best_model_pls_single_incl_gam$best_model_table
+
+best_model_rf_incl_gam <- best_model(model_sr_m[model_sr_m$mptype %in% rf_models | model_sr_m$mptype %in% gam_models, ])
+best_model_rf_incl_gam$best_model_table
+
+best_model_rf_single <- best_model(model_sr_m[model_sr_m$mptype %in% rf_models_single, ])
+best_model_rf_single$best_model_table
+
+best_model_rf_single_incl_gam <- best_model(model_sr_m[model_sr_m$mptype %in% rf_models_single| model_sr_m$mptype %in% gam_models, ])
+best_model_rf_single_incl_gam$best_model_table
+
+
+
+```
+
+
+Lable colors in the first tow boxplots have the following meaning: blue = LiDAR is better than hyperspectral observations, green = hyperspectral is better, black = prediction using elevation is better.
+```{r}
+best_model_gam$best_model_table
+
+best_model_pls_incl_gam$best_model_table
+
+best_model_pls_single$best_model_table
+
+best_model_pls_single_incl_gam$best_model_table
+
+best_model_rf_incl_gam$best_model_table
+
+best_model_rf_single$best_model_table
+
+best_model_rf_single_incl_gam$best_model_table
+
+
+lbl_color <- best_model_pls_single_incl_gam$best_model[, c("resp", "ptype")]
+lbl_color$color = "black"
+lbl_color$color[lbl_color$ptype == "lidr"] = "blue"
+lbl_color$color[lbl_color$ptype == "spec"] = "darkgreen"
+
+ggplot(
+  data = model_sr_m[model_sr_m$mptype %in% pls_models_single| model_sr_m$mptype %in% gam_models, ],
+  aes(x = resp, y = RMSE_normSD, fill = mptype)
+) +
+  geom_boxplot() +
+  geom_hline(yintercept = c(0.5, 1), linetype = "dashed", color = "black") +
+  scale_fill_brewer(palette = "Dark2") +
+  theme_bw() +
+  theme(axis.text.x = element_text(angle = 45, hjust = 1, colour  = lbl_color$color)) +
+  labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))
+
+
+lbl_color <- best_model_rf_single_incl_gam$best_model[, c("resp", "ptype")]
+lbl_color$color = "black"
+lbl_color$color[lbl_color$ptype == "lidr"] = "blue"
+lbl_color$color[lbl_color$ptype == "spec"] = "darkgreen"
+
+ggplot(
+  data = model_sr_m[model_sr_m$mptype %in% rf_models_single| model_sr_m$mptype %in% gam_models, ],
+  aes(x = resp, y = RMSE_normSD, fill = mptype)
+) +
+  geom_boxplot() +
+  geom_hline(yintercept = c(0.5, 1), linetype = "dashed", color = "black") +
+  scale_fill_brewer(palette = "Dark2") +
+  theme_bw() +
+  theme(axis.text.x = element_text(angle = 45, hjust = 1, colour  = lbl_color$color)) +
+  labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))
+
+
+ggplot(data = rbind(model_sr_m[(model_sr_m$mptype == "gam_elui" | model_sr_m$mptype == "gam_elev" | model_sr_m$mptype == "pls_spec" | model_sr_m$mptype == "pls_lidr" | model_sr_m$mptype == "pls_elui" | model_sr_m$mptype == "rf_spec" | model_sr_m$mptype == "rf_lidr" | model_sr_m$mptype == "rf_elui") & model_sr_m$Resample != "Mean", ]), aes(x = resp, y = RMSE_normSD, fill = mptype)) +
+  geom_boxplot() +
+  geom_hline(yintercept = c(0.5, 1), linetype = "dashed", color = "black") +
+  scale_fill_brewer(palette = "Dark2") +
+  theme_bw() +
+  theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
+  labs(list(x = "Species groups", y = "RMSEn", fill = "Model set"))
+
+```
\ No newline at end of file
diff --git a/src/600_analyse_biodiv_sr.html b/src/600_analyse_biodiv_sr.html
new file mode 100644
index 0000000..1447cf8
--- /dev/null
+++ b/src/600_analyse_biodiv_sr.html
@@ -0,0 +1,1688 @@
+<!DOCTYPE html>
+
+<html>
+
+<head>
+
+<meta charset="utf-8" />
+<meta name="generator" content="pandoc" />
+<meta http-equiv="X-UA-Compatible" content="IE=EDGE" />
+
+
+
+
+<title>500 Analyse Biodiv-RS</title>
+
+<script>/*! jQuery v1.11.3 | (c) 2005, 2015 jQuery Foundation, Inc. | jquery.org/license */
+!function(a,b){"object"==typeof module&&"object"==typeof module.exports?module.exports=a.document?b(a,!0):function(a){if(!a.document)throw new Error("jQuery requires a window with a document");return b(a)}:b(a)}("undefined"!=typeof window?window:this,function(a,b){var c=[],d=c.slice,e=c.concat,f=c.push,g=c.indexOf,h={},i=h.toString,j=h.hasOwnProperty,k={},l="1.11.3",m=function(a,b){return new m.fn.init(a,b)},n=/^[\s\uFEFF\xA0]+|[\s\uFEFF\xA0]+$/g,o=/^-ms-/,p=/-([\da-z])/gi,q=function(a,b){return b.toUpperCase()};m.fn=m.prototype={jquery:l,constructor:m,selector:"",length:0,toArray:function(){return d.call(this)},get:function(a){return null!=a?0>a?this[a+this.length]:this[a]:d.call(this)},pushStack:function(a){var b=m.merge(this.constructor(),a);return b.prevObject=this,b.context=this.context,b},each:function(a,b){return m.each(this,a,b)},map:function(a){return this.pushStack(m.map(this,function(b,c){return a.call(b,c,b)}))},slice:function(){return this.pushStack(d.apply(this,arguments))},first:function(){return this.eq(0)},last:function(){return this.eq(-1)},eq:function(a){var b=this.length,c=+a+(0>a?b:0);return this.pushStack(c>=0&&b>c?[this[c]]:[])},end:function(){return this.prevObject||this.constructor(null)},push:f,sort:c.sort,splice:c.splice},m.extend=m.fn.extend=function(){var a,b,c,d,e,f,g=arguments[0]||{},h=1,i=arguments.length,j=!1;for("boolean"==typeof g&&(j=g,g=arguments[h]||{},h++),"object"==typeof g||m.isFunction(g)||(g={}),h===i&&(g=this,h--);i>h;h++)if(null!=(e=arguments[h]))for(d in e)a=g[d],c=e[d],g!==c&&(j&&c&&(m.isPlainObject(c)||(b=m.isArray(c)))?(b?(b=!1,f=a&&m.isArray(a)?a:[]):f=a&&m.isPlainObject(a)?a:{},g[d]=m.extend(j,f,c)):void 0!==c&&(g[d]=c));return g},m.extend({expando:"jQuery"+(l+Math.random()).replace(/\D/g,""),isReady:!0,error:function(a){throw new Error(a)},noop:function(){},isFunction:function(a){return"function"===m.type(a)},isArray:Array.isArray||function(a){return"array"===m.type(a)},isWindow:function(a){return null!=a&&a==a.window},isNumeric:function(a){return!m.isArray(a)&&a-parseFloat(a)+1>=0},isEmptyObject:function(a){var b;for(b in a)return!1;return!0},isPlainObject:function(a){var b;if(!a||"object"!==m.type(a)||a.nodeType||m.isWindow(a))return!1;try{if(a.constructor&&!j.call(a,"constructor")&&!j.call(a.constructor.prototype,"isPrototypeOf"))return!1}catch(c){return!1}if(k.ownLast)for(b in a)return j.call(a,b);for(b in a);return void 0===b||j.call(a,b)},type:function(a){return null==a?a+"":"object"==typeof a||"function"==typeof a?h[i.call(a)]||"object":typeof a},globalEval:function(b){b&&m.trim(b)&&(a.execScript||function(b){a.eval.call(a,b)})(b)},camelCase:function(a){return a.replace(o,"ms-").replace(p,q)},nodeName:function(a,b){return a.nodeName&&a.nodeName.toLowerCase()===b.toLowerCase()},each:function(a,b,c){var d,e=0,f=a.length,g=r(a);if(c){if(g){for(;f>e;e++)if(d=b.apply(a[e],c),d===!1)break}else for(e in a)if(d=b.apply(a[e],c),d===!1)break}else if(g){for(;f>e;e++)if(d=b.call(a[e],e,a[e]),d===!1)break}else for(e in a)if(d=b.call(a[e],e,a[e]),d===!1)break;return a},trim:function(a){return null==a?"":(a+"").replace(n,"")},makeArray:function(a,b){var c=b||[];return null!=a&&(r(Object(a))?m.merge(c,"string"==typeof a?[a]:a):f.call(c,a)),c},inArray:function(a,b,c){var d;if(b){if(g)return g.call(b,a,c);for(d=b.length,c=c?0>c?Math.max(0,d+c):c:0;d>c;c++)if(c in b&&b[c]===a)return c}return-1},merge:function(a,b){var c=+b.length,d=0,e=a.length;while(c>d)a[e++]=b[d++];if(c!==c)while(void 0!==b[d])a[e++]=b[d++];return a.length=e,a},grep:function(a,b,c){for(var d,e=[],f=0,g=a.length,h=!c;g>f;f++)d=!b(a[f],f),d!==h&&e.push(a[f]);return e},map:function(a,b,c){var d,f=0,g=a.length,h=r(a),i=[];if(h)for(;g>f;f++)d=b(a[f],f,c),null!=d&&i.push(d);else for(f in a)d=b(a[f],f,c),null!=d&&i.push(d);return e.apply([],i)},guid:1,proxy:function(a,b){var c,e,f;return"string"==typeof b&&(f=a[b],b=a,a=f),m.isFunction(a)?(c=d.call(arguments,2),e=function(){return a.apply(b||this,c.concat(d.call(arguments)))},e.guid=a.guid=a.guid||m.guid++,e):void 0},now:function(){return+new Date},support:k}),m.each("Boolean Number String Function Array Date RegExp Object Error".split(" "),function(a,b){h["[object "+b+"]"]=b.toLowerCase()});function r(a){var b="length"in a&&a.length,c=m.type(a);return"function"===c||m.isWindow(a)?!1:1===a.nodeType&&b?!0:"array"===c||0===b||"number"==typeof b&&b>0&&b-1 in a}var s=function(a){var b,c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u="sizzle"+1*new Date,v=a.document,w=0,x=0,y=ha(),z=ha(),A=ha(),B=function(a,b){return a===b&&(l=!0),0},C=1<<31,D={}.hasOwnProperty,E=[],F=E.pop,G=E.push,H=E.push,I=E.slice,J=function(a,b){for(var c=0,d=a.length;d>c;c++)if(a[c]===b)return c;return-1},K="checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped",L="[\\x20\\t\\r\\n\\f]",M="(?:\\\\.|[\\w-]|[^\\x00-\\xa0])+",N=M.replace("w","w#"),O="\\["+L+"*("+M+")(?:"+L+"*([*^$|!~]?=)"+L+"*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|("+N+"))|)"+L+"*\\]",P=":("+M+")(?:\\((('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|((?:\\\\.|[^\\\\()[\\]]|"+O+")*)|.*)\\)|)",Q=new RegExp(L+"+","g"),R=new RegExp("^"+L+"+|((?:^|[^\\\\])(?:\\\\.)*)"+L+"+$","g"),S=new RegExp("^"+L+"*,"+L+"*"),T=new RegExp("^"+L+"*([>+~]|"+L+")"+L+"*"),U=new RegExp("="+L+"*([^\\]'\"]*?)"+L+"*\\]","g"),V=new RegExp(P),W=new RegExp("^"+N+"$"),X={ID:new RegExp("^#("+M+")"),CLASS:new RegExp("^\\.("+M+")"),TAG:new RegExp("^("+M.replace("w","w*")+")"),ATTR:new RegExp("^"+O),PSEUDO:new RegExp("^"+P),CHILD:new RegExp("^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\("+L+"*(even|odd|(([+-]|)(\\d*)n|)"+L+"*(?:([+-]|)"+L+"*(\\d+)|))"+L+"*\\)|)","i"),bool:new RegExp("^(?:"+K+")$","i"),needsContext:new RegExp("^"+L+"*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\("+L+"*((?:-\\d)?\\d*)"+L+"*\\)|)(?=[^-]|$)","i")},Y=/^(?:input|select|textarea|button)$/i,Z=/^h\d$/i,$=/^[^{]+\{\s*\[native \w/,_=/^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/,aa=/[+~]/,ba=/'|\\/g,ca=new RegExp("\\\\([\\da-f]{1,6}"+L+"?|("+L+")|.)","ig"),da=function(a,b,c){var d="0x"+b-65536;return d!==d||c?b:0>d?String.fromCharCode(d+65536):String.fromCharCode(d>>10|55296,1023&d|56320)},ea=function(){m()};try{H.apply(E=I.call(v.childNodes),v.childNodes),E[v.childNodes.length].nodeType}catch(fa){H={apply:E.length?function(a,b){G.apply(a,I.call(b))}:function(a,b){var c=a.length,d=0;while(a[c++]=b[d++]);a.length=c-1}}}function ga(a,b,d,e){var f,h,j,k,l,o,r,s,w,x;if((b?b.ownerDocument||b:v)!==n&&m(b),b=b||n,d=d||[],k=b.nodeType,"string"!=typeof a||!a||1!==k&&9!==k&&11!==k)return d;if(!e&&p){if(11!==k&&(f=_.exec(a)))if(j=f[1]){if(9===k){if(h=b.getElementById(j),!h||!h.parentNode)return d;if(h.id===j)return d.push(h),d}else if(b.ownerDocument&&(h=b.ownerDocument.getElementById(j))&&t(b,h)&&h.id===j)return d.push(h),d}else{if(f[2])return H.apply(d,b.getElementsByTagName(a)),d;if((j=f[3])&&c.getElementsByClassName)return H.apply(d,b.getElementsByClassName(j)),d}if(c.qsa&&(!q||!q.test(a))){if(s=r=u,w=b,x=1!==k&&a,1===k&&"object"!==b.nodeName.toLowerCase()){o=g(a),(r=b.getAttribute("id"))?s=r.replace(ba,"\\$&"):b.setAttribute("id",s),s="[id='"+s+"'] ",l=o.length;while(l--)o[l]=s+ra(o[l]);w=aa.test(a)&&pa(b.parentNode)||b,x=o.join(",")}if(x)try{return H.apply(d,w.querySelectorAll(x)),d}catch(y){}finally{r||b.removeAttribute("id")}}}return i(a.replace(R,"$1"),b,d,e)}function ha(){var a=[];function b(c,e){return a.push(c+" ")>d.cacheLength&&delete b[a.shift()],b[c+" "]=e}return b}function ia(a){return a[u]=!0,a}function ja(a){var b=n.createElement("div");try{return!!a(b)}catch(c){return!1}finally{b.parentNode&&b.parentNode.removeChild(b),b=null}}function ka(a,b){var c=a.split("|"),e=a.length;while(e--)d.attrHandle[c[e]]=b}function la(a,b){var c=b&&a,d=c&&1===a.nodeType&&1===b.nodeType&&(~b.sourceIndex||C)-(~a.sourceIndex||C);if(d)return d;if(c)while(c=c.nextSibling)if(c===b)return-1;return a?1:-1}function ma(a){return function(b){var c=b.nodeName.toLowerCase();return"input"===c&&b.type===a}}function na(a){return function(b){var c=b.nodeName.toLowerCase();return("input"===c||"button"===c)&&b.type===a}}function oa(a){return ia(function(b){return b=+b,ia(function(c,d){var e,f=a([],c.length,b),g=f.length;while(g--)c[e=f[g]]&&(c[e]=!(d[e]=c[e]))})})}function pa(a){return a&&"undefined"!=typeof a.getElementsByTagName&&a}c=ga.support={},f=ga.isXML=function(a){var b=a&&(a.ownerDocument||a).documentElement;return b?"HTML"!==b.nodeName:!1},m=ga.setDocument=function(a){var b,e,g=a?a.ownerDocument||a:v;return g!==n&&9===g.nodeType&&g.documentElement?(n=g,o=g.documentElement,e=g.defaultView,e&&e!==e.top&&(e.addEventListener?e.addEventListener("unload",ea,!1):e.attachEvent&&e.attachEvent("onunload",ea)),p=!f(g),c.attributes=ja(function(a){return a.className="i",!a.getAttribute("className")}),c.getElementsByTagName=ja(function(a){return a.appendChild(g.createComment("")),!a.getElementsByTagName("*").length}),c.getElementsByClassName=$.test(g.getElementsByClassName),c.getById=ja(function(a){return o.appendChild(a).id=u,!g.getElementsByName||!g.getElementsByName(u).length}),c.getById?(d.find.ID=function(a,b){if("undefined"!=typeof b.getElementById&&p){var c=b.getElementById(a);return c&&c.parentNode?[c]:[]}},d.filter.ID=function(a){var b=a.replace(ca,da);return function(a){return a.getAttribute("id")===b}}):(delete d.find.ID,d.filter.ID=function(a){var b=a.replace(ca,da);return function(a){var c="undefined"!=typeof a.getAttributeNode&&a.getAttributeNode("id");return c&&c.value===b}}),d.find.TAG=c.getElementsByTagName?function(a,b){return"undefined"!=typeof b.getElementsByTagName?b.getElementsByTagName(a):c.qsa?b.querySelectorAll(a):void 0}:function(a,b){var c,d=[],e=0,f=b.getElementsByTagName(a);if("*"===a){while(c=f[e++])1===c.nodeType&&d.push(c);return d}return f},d.find.CLASS=c.getElementsByClassName&&function(a,b){return p?b.getElementsByClassName(a):void 0},r=[],q=[],(c.qsa=$.test(g.querySelectorAll))&&(ja(function(a){o.appendChild(a).innerHTML="<a id='"+u+"'></a><select id='"+u+"-\f]' msallowcapture=''><option selected=''></option></select>",a.querySelectorAll("[msallowcapture^='']").length&&q.push("[*^$]="+L+"*(?:''|\"\")"),a.querySelectorAll("[selected]").length||q.push("\\["+L+"*(?:value|"+K+")"),a.querySelectorAll("[id~="+u+"-]").length||q.push("~="),a.querySelectorAll(":checked").length||q.push(":checked"),a.querySelectorAll("a#"+u+"+*").length||q.push(".#.+[+~]")}),ja(function(a){var b=g.createElement("input");b.setAttribute("type","hidden"),a.appendChild(b).setAttribute("name","D"),a.querySelectorAll("[name=d]").length&&q.push("name"+L+"*[*^$|!~]?="),a.querySelectorAll(":enabled").length||q.push(":enabled",":disabled"),a.querySelectorAll("*,:x"),q.push(",.*:")})),(c.matchesSelector=$.test(s=o.matches||o.webkitMatchesSelector||o.mozMatchesSelector||o.oMatchesSelector||o.msMatchesSelector))&&ja(function(a){c.disconnectedMatch=s.call(a,"div"),s.call(a,"[s!='']:x"),r.push("!=",P)}),q=q.length&&new RegExp(q.join("|")),r=r.length&&new RegExp(r.join("|")),b=$.test(o.compareDocumentPosition),t=b||$.test(o.contains)?function(a,b){var c=9===a.nodeType?a.documentElement:a,d=b&&b.parentNode;return a===d||!(!d||1!==d.nodeType||!(c.contains?c.contains(d):a.compareDocumentPosition&&16&a.compareDocumentPosition(d)))}:function(a,b){if(b)while(b=b.parentNode)if(b===a)return!0;return!1},B=b?function(a,b){if(a===b)return l=!0,0;var d=!a.compareDocumentPosition-!b.compareDocumentPosition;return d?d:(d=(a.ownerDocument||a)===(b.ownerDocument||b)?a.compareDocumentPosition(b):1,1&d||!c.sortDetached&&b.compareDocumentPosition(a)===d?a===g||a.ownerDocument===v&&t(v,a)?-1:b===g||b.ownerDocument===v&&t(v,b)?1:k?J(k,a)-J(k,b):0:4&d?-1:1)}:function(a,b){if(a===b)return l=!0,0;var c,d=0,e=a.parentNode,f=b.parentNode,h=[a],i=[b];if(!e||!f)return a===g?-1:b===g?1:e?-1:f?1:k?J(k,a)-J(k,b):0;if(e===f)return la(a,b);c=a;while(c=c.parentNode)h.unshift(c);c=b;while(c=c.parentNode)i.unshift(c);while(h[d]===i[d])d++;return d?la(h[d],i[d]):h[d]===v?-1:i[d]===v?1:0},g):n},ga.matches=function(a,b){return ga(a,null,null,b)},ga.matchesSelector=function(a,b){if((a.ownerDocument||a)!==n&&m(a),b=b.replace(U,"='$1']"),!(!c.matchesSelector||!p||r&&r.test(b)||q&&q.test(b)))try{var d=s.call(a,b);if(d||c.disconnectedMatch||a.document&&11!==a.document.nodeType)return d}catch(e){}return ga(b,n,null,[a]).length>0},ga.contains=function(a,b){return(a.ownerDocument||a)!==n&&m(a),t(a,b)},ga.attr=function(a,b){(a.ownerDocument||a)!==n&&m(a);var e=d.attrHandle[b.toLowerCase()],f=e&&D.call(d.attrHandle,b.toLowerCase())?e(a,b,!p):void 0;return void 0!==f?f:c.attributes||!p?a.getAttribute(b):(f=a.getAttributeNode(b))&&f.specified?f.value:null},ga.error=function(a){throw new Error("Syntax error, unrecognized expression: "+a)},ga.uniqueSort=function(a){var b,d=[],e=0,f=0;if(l=!c.detectDuplicates,k=!c.sortStable&&a.slice(0),a.sort(B),l){while(b=a[f++])b===a[f]&&(e=d.push(f));while(e--)a.splice(d[e],1)}return k=null,a},e=ga.getText=function(a){var b,c="",d=0,f=a.nodeType;if(f){if(1===f||9===f||11===f){if("string"==typeof a.textContent)return a.textContent;for(a=a.firstChild;a;a=a.nextSibling)c+=e(a)}else if(3===f||4===f)return a.nodeValue}else while(b=a[d++])c+=e(b);return c},d=ga.selectors={cacheLength:50,createPseudo:ia,match:X,attrHandle:{},find:{},relative:{">":{dir:"parentNode",first:!0}," ":{dir:"parentNode"},"+":{dir:"previousSibling",first:!0},"~":{dir:"previousSibling"}},preFilter:{ATTR:function(a){return a[1]=a[1].replace(ca,da),a[3]=(a[3]||a[4]||a[5]||"").replace(ca,da),"~="===a[2]&&(a[3]=" "+a[3]+" "),a.slice(0,4)},CHILD:function(a){return a[1]=a[1].toLowerCase(),"nth"===a[1].slice(0,3)?(a[3]||ga.error(a[0]),a[4]=+(a[4]?a[5]+(a[6]||1):2*("even"===a[3]||"odd"===a[3])),a[5]=+(a[7]+a[8]||"odd"===a[3])):a[3]&&ga.error(a[0]),a},PSEUDO:function(a){var b,c=!a[6]&&a[2];return X.CHILD.test(a[0])?null:(a[3]?a[2]=a[4]||a[5]||"":c&&V.test(c)&&(b=g(c,!0))&&(b=c.indexOf(")",c.length-b)-c.length)&&(a[0]=a[0].slice(0,b),a[2]=c.slice(0,b)),a.slice(0,3))}},filter:{TAG:function(a){var b=a.replace(ca,da).toLowerCase();return"*"===a?function(){return!0}:function(a){return a.nodeName&&a.nodeName.toLowerCase()===b}},CLASS:function(a){var b=y[a+" "];return b||(b=new RegExp("(^|"+L+")"+a+"("+L+"|$)"))&&y(a,function(a){return b.test("string"==typeof a.className&&a.className||"undefined"!=typeof a.getAttribute&&a.getAttribute("class")||"")})},ATTR:function(a,b,c){return function(d){var e=ga.attr(d,a);return null==e?"!="===b:b?(e+="","="===b?e===c:"!="===b?e!==c:"^="===b?c&&0===e.indexOf(c):"*="===b?c&&e.indexOf(c)>-1:"$="===b?c&&e.slice(-c.length)===c:"~="===b?(" "+e.replace(Q," ")+" ").indexOf(c)>-1:"|="===b?e===c||e.slice(0,c.length+1)===c+"-":!1):!0}},CHILD:function(a,b,c,d,e){var f="nth"!==a.slice(0,3),g="last"!==a.slice(-4),h="of-type"===b;return 1===d&&0===e?function(a){return!!a.parentNode}:function(b,c,i){var j,k,l,m,n,o,p=f!==g?"nextSibling":"previousSibling",q=b.parentNode,r=h&&b.nodeName.toLowerCase(),s=!i&&!h;if(q){if(f){while(p){l=b;while(l=l[p])if(h?l.nodeName.toLowerCase()===r:1===l.nodeType)return!1;o=p="only"===a&&!o&&"nextSibling"}return!0}if(o=[g?q.firstChild:q.lastChild],g&&s){k=q[u]||(q[u]={}),j=k[a]||[],n=j[0]===w&&j[1],m=j[0]===w&&j[2],l=n&&q.childNodes[n];while(l=++n&&l&&l[p]||(m=n=0)||o.pop())if(1===l.nodeType&&++m&&l===b){k[a]=[w,n,m];break}}else if(s&&(j=(b[u]||(b[u]={}))[a])&&j[0]===w)m=j[1];else while(l=++n&&l&&l[p]||(m=n=0)||o.pop())if((h?l.nodeName.toLowerCase()===r:1===l.nodeType)&&++m&&(s&&((l[u]||(l[u]={}))[a]=[w,m]),l===b))break;return m-=e,m===d||m%d===0&&m/d>=0}}},PSEUDO:function(a,b){var c,e=d.pseudos[a]||d.setFilters[a.toLowerCase()]||ga.error("unsupported pseudo: "+a);return e[u]?e(b):e.length>1?(c=[a,a,"",b],d.setFilters.hasOwnProperty(a.toLowerCase())?ia(function(a,c){var d,f=e(a,b),g=f.length;while(g--)d=J(a,f[g]),a[d]=!(c[d]=f[g])}):function(a){return e(a,0,c)}):e}},pseudos:{not:ia(function(a){var b=[],c=[],d=h(a.replace(R,"$1"));return d[u]?ia(function(a,b,c,e){var f,g=d(a,null,e,[]),h=a.length;while(h--)(f=g[h])&&(a[h]=!(b[h]=f))}):function(a,e,f){return b[0]=a,d(b,null,f,c),b[0]=null,!c.pop()}}),has:ia(function(a){return function(b){return ga(a,b).length>0}}),contains:ia(function(a){return a=a.replace(ca,da),function(b){return(b.textContent||b.innerText||e(b)).indexOf(a)>-1}}),lang:ia(function(a){return W.test(a||"")||ga.error("unsupported lang: "+a),a=a.replace(ca,da).toLowerCase(),function(b){var c;do if(c=p?b.lang:b.getAttribute("xml:lang")||b.getAttribute("lang"))return c=c.toLowerCase(),c===a||0===c.indexOf(a+"-");while((b=b.parentNode)&&1===b.nodeType);return!1}}),target:function(b){var c=a.location&&a.location.hash;return c&&c.slice(1)===b.id},root:function(a){return a===o},focus:function(a){return a===n.activeElement&&(!n.hasFocus||n.hasFocus())&&!!(a.type||a.href||~a.tabIndex)},enabled:function(a){return a.disabled===!1},disabled:function(a){return a.disabled===!0},checked:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&!!a.checked||"option"===b&&!!a.selected},selected:function(a){return a.parentNode&&a.parentNode.selectedIndex,a.selected===!0},empty:function(a){for(a=a.firstChild;a;a=a.nextSibling)if(a.nodeType<6)return!1;return!0},parent:function(a){return!d.pseudos.empty(a)},header:function(a){return Z.test(a.nodeName)},input:function(a){return Y.test(a.nodeName)},button:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&"button"===a.type||"button"===b},text:function(a){var b;return"input"===a.nodeName.toLowerCase()&&"text"===a.type&&(null==(b=a.getAttribute("type"))||"text"===b.toLowerCase())},first:oa(function(){return[0]}),last:oa(function(a,b){return[b-1]}),eq:oa(function(a,b,c){return[0>c?c+b:c]}),even:oa(function(a,b){for(var c=0;b>c;c+=2)a.push(c);return a}),odd:oa(function(a,b){for(var c=1;b>c;c+=2)a.push(c);return a}),lt:oa(function(a,b,c){for(var d=0>c?c+b:c;--d>=0;)a.push(d);return a}),gt:oa(function(a,b,c){for(var d=0>c?c+b:c;++d<b;)a.push(d);return a})}},d.pseudos.nth=d.pseudos.eq;for(b in{radio:!0,checkbox:!0,file:!0,password:!0,image:!0})d.pseudos[b]=ma(b);for(b in{submit:!0,reset:!0})d.pseudos[b]=na(b);function qa(){}qa.prototype=d.filters=d.pseudos,d.setFilters=new qa,g=ga.tokenize=function(a,b){var c,e,f,g,h,i,j,k=z[a+" "];if(k)return b?0:k.slice(0);h=a,i=[],j=d.preFilter;while(h){(!c||(e=S.exec(h)))&&(e&&(h=h.slice(e[0].length)||h),i.push(f=[])),c=!1,(e=T.exec(h))&&(c=e.shift(),f.push({value:c,type:e[0].replace(R," ")}),h=h.slice(c.length));for(g in d.filter)!(e=X[g].exec(h))||j[g]&&!(e=j[g](e))||(c=e.shift(),f.push({value:c,type:g,matches:e}),h=h.slice(c.length));if(!c)break}return b?h.length:h?ga.error(a):z(a,i).slice(0)};function ra(a){for(var b=0,c=a.length,d="";c>b;b++)d+=a[b].value;return d}function sa(a,b,c){var d=b.dir,e=c&&"parentNode"===d,f=x++;return b.first?function(b,c,f){while(b=b[d])if(1===b.nodeType||e)return a(b,c,f)}:function(b,c,g){var h,i,j=[w,f];if(g){while(b=b[d])if((1===b.nodeType||e)&&a(b,c,g))return!0}else while(b=b[d])if(1===b.nodeType||e){if(i=b[u]||(b[u]={}),(h=i[d])&&h[0]===w&&h[1]===f)return j[2]=h[2];if(i[d]=j,j[2]=a(b,c,g))return!0}}}function ta(a){return a.length>1?function(b,c,d){var e=a.length;while(e--)if(!a[e](b,c,d))return!1;return!0}:a[0]}function ua(a,b,c){for(var d=0,e=b.length;e>d;d++)ga(a,b[d],c);return c}function va(a,b,c,d,e){for(var f,g=[],h=0,i=a.length,j=null!=b;i>h;h++)(f=a[h])&&(!c||c(f,d,e))&&(g.push(f),j&&b.push(h));return g}function wa(a,b,c,d,e,f){return d&&!d[u]&&(d=wa(d)),e&&!e[u]&&(e=wa(e,f)),ia(function(f,g,h,i){var j,k,l,m=[],n=[],o=g.length,p=f||ua(b||"*",h.nodeType?[h]:h,[]),q=!a||!f&&b?p:va(p,m,a,h,i),r=c?e||(f?a:o||d)?[]:g:q;if(c&&c(q,r,h,i),d){j=va(r,n),d(j,[],h,i),k=j.length;while(k--)(l=j[k])&&(r[n[k]]=!(q[n[k]]=l))}if(f){if(e||a){if(e){j=[],k=r.length;while(k--)(l=r[k])&&j.push(q[k]=l);e(null,r=[],j,i)}k=r.length;while(k--)(l=r[k])&&(j=e?J(f,l):m[k])>-1&&(f[j]=!(g[j]=l))}}else r=va(r===g?r.splice(o,r.length):r),e?e(null,g,r,i):H.apply(g,r)})}function xa(a){for(var b,c,e,f=a.length,g=d.relative[a[0].type],h=g||d.relative[" "],i=g?1:0,k=sa(function(a){return a===b},h,!0),l=sa(function(a){return J(b,a)>-1},h,!0),m=[function(a,c,d){var e=!g&&(d||c!==j)||((b=c).nodeType?k(a,c,d):l(a,c,d));return b=null,e}];f>i;i++)if(c=d.relative[a[i].type])m=[sa(ta(m),c)];else{if(c=d.filter[a[i].type].apply(null,a[i].matches),c[u]){for(e=++i;f>e;e++)if(d.relative[a[e].type])break;return wa(i>1&&ta(m),i>1&&ra(a.slice(0,i-1).concat({value:" "===a[i-2].type?"*":""})).replace(R,"$1"),c,e>i&&xa(a.slice(i,e)),f>e&&xa(a=a.slice(e)),f>e&&ra(a))}m.push(c)}return ta(m)}function ya(a,b){var c=b.length>0,e=a.length>0,f=function(f,g,h,i,k){var l,m,o,p=0,q="0",r=f&&[],s=[],t=j,u=f||e&&d.find.TAG("*",k),v=w+=null==t?1:Math.random()||.1,x=u.length;for(k&&(j=g!==n&&g);q!==x&&null!=(l=u[q]);q++){if(e&&l){m=0;while(o=a[m++])if(o(l,g,h)){i.push(l);break}k&&(w=v)}c&&((l=!o&&l)&&p--,f&&r.push(l))}if(p+=q,c&&q!==p){m=0;while(o=b[m++])o(r,s,g,h);if(f){if(p>0)while(q--)r[q]||s[q]||(s[q]=F.call(i));s=va(s)}H.apply(i,s),k&&!f&&s.length>0&&p+b.length>1&&ga.uniqueSort(i)}return k&&(w=v,j=t),r};return c?ia(f):f}return h=ga.compile=function(a,b){var c,d=[],e=[],f=A[a+" "];if(!f){b||(b=g(a)),c=b.length;while(c--)f=xa(b[c]),f[u]?d.push(f):e.push(f);f=A(a,ya(e,d)),f.selector=a}return f},i=ga.select=function(a,b,e,f){var i,j,k,l,m,n="function"==typeof a&&a,o=!f&&g(a=n.selector||a);if(e=e||[],1===o.length){if(j=o[0]=o[0].slice(0),j.length>2&&"ID"===(k=j[0]).type&&c.getById&&9===b.nodeType&&p&&d.relative[j[1].type]){if(b=(d.find.ID(k.matches[0].replace(ca,da),b)||[])[0],!b)return e;n&&(b=b.parentNode),a=a.slice(j.shift().value.length)}i=X.needsContext.test(a)?0:j.length;while(i--){if(k=j[i],d.relative[l=k.type])break;if((m=d.find[l])&&(f=m(k.matches[0].replace(ca,da),aa.test(j[0].type)&&pa(b.parentNode)||b))){if(j.splice(i,1),a=f.length&&ra(j),!a)return H.apply(e,f),e;break}}}return(n||h(a,o))(f,b,!p,e,aa.test(a)&&pa(b.parentNode)||b),e},c.sortStable=u.split("").sort(B).join("")===u,c.detectDuplicates=!!l,m(),c.sortDetached=ja(function(a){return 1&a.compareDocumentPosition(n.createElement("div"))}),ja(function(a){return a.innerHTML="<a href='#'></a>","#"===a.firstChild.getAttribute("href")})||ka("type|href|height|width",function(a,b,c){return c?void 0:a.getAttribute(b,"type"===b.toLowerCase()?1:2)}),c.attributes&&ja(function(a){return a.innerHTML="<input/>",a.firstChild.setAttribute("value",""),""===a.firstChild.getAttribute("value")})||ka("value",function(a,b,c){return c||"input"!==a.nodeName.toLowerCase()?void 0:a.defaultValue}),ja(function(a){return null==a.getAttribute("disabled")})||ka(K,function(a,b,c){var d;return c?void 0:a[b]===!0?b.toLowerCase():(d=a.getAttributeNode(b))&&d.specified?d.value:null}),ga}(a);m.find=s,m.expr=s.selectors,m.expr[":"]=m.expr.pseudos,m.unique=s.uniqueSort,m.text=s.getText,m.isXMLDoc=s.isXML,m.contains=s.contains;var t=m.expr.match.needsContext,u=/^<(\w+)\s*\/?>(?:<\/\1>|)$/,v=/^.[^:#\[\.,]*$/;function w(a,b,c){if(m.isFunction(b))return m.grep(a,function(a,d){return!!b.call(a,d,a)!==c});if(b.nodeType)return m.grep(a,function(a){return a===b!==c});if("string"==typeof b){if(v.test(b))return m.filter(b,a,c);b=m.filter(b,a)}return m.grep(a,function(a){return m.inArray(a,b)>=0!==c})}m.filter=function(a,b,c){var d=b[0];return c&&(a=":not("+a+")"),1===b.length&&1===d.nodeType?m.find.matchesSelector(d,a)?[d]:[]:m.find.matches(a,m.grep(b,function(a){return 1===a.nodeType}))},m.fn.extend({find:function(a){var b,c=[],d=this,e=d.length;if("string"!=typeof a)return this.pushStack(m(a).filter(function(){for(b=0;e>b;b++)if(m.contains(d[b],this))return!0}));for(b=0;e>b;b++)m.find(a,d[b],c);return c=this.pushStack(e>1?m.unique(c):c),c.selector=this.selector?this.selector+" "+a:a,c},filter:function(a){return this.pushStack(w(this,a||[],!1))},not:function(a){return this.pushStack(w(this,a||[],!0))},is:function(a){return!!w(this,"string"==typeof a&&t.test(a)?m(a):a||[],!1).length}});var x,y=a.document,z=/^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]*))$/,A=m.fn.init=function(a,b){var c,d;if(!a)return this;if("string"==typeof a){if(c="<"===a.charAt(0)&&">"===a.charAt(a.length-1)&&a.length>=3?[null,a,null]:z.exec(a),!c||!c[1]&&b)return!b||b.jquery?(b||x).find(a):this.constructor(b).find(a);if(c[1]){if(b=b instanceof m?b[0]:b,m.merge(this,m.parseHTML(c[1],b&&b.nodeType?b.ownerDocument||b:y,!0)),u.test(c[1])&&m.isPlainObject(b))for(c in b)m.isFunction(this[c])?this[c](b[c]):this.attr(c,b[c]);return this}if(d=y.getElementById(c[2]),d&&d.parentNode){if(d.id!==c[2])return x.find(a);this.length=1,this[0]=d}return this.context=y,this.selector=a,this}return a.nodeType?(this.context=this[0]=a,this.length=1,this):m.isFunction(a)?"undefined"!=typeof x.ready?x.ready(a):a(m):(void 0!==a.selector&&(this.selector=a.selector,this.context=a.context),m.makeArray(a,this))};A.prototype=m.fn,x=m(y);var B=/^(?:parents|prev(?:Until|All))/,C={children:!0,contents:!0,next:!0,prev:!0};m.extend({dir:function(a,b,c){var d=[],e=a[b];while(e&&9!==e.nodeType&&(void 0===c||1!==e.nodeType||!m(e).is(c)))1===e.nodeType&&d.push(e),e=e[b];return d},sibling:function(a,b){for(var c=[];a;a=a.nextSibling)1===a.nodeType&&a!==b&&c.push(a);return c}}),m.fn.extend({has:function(a){var b,c=m(a,this),d=c.length;return this.filter(function(){for(b=0;d>b;b++)if(m.contains(this,c[b]))return!0})},closest:function(a,b){for(var c,d=0,e=this.length,f=[],g=t.test(a)||"string"!=typeof a?m(a,b||this.context):0;e>d;d++)for(c=this[d];c&&c!==b;c=c.parentNode)if(c.nodeType<11&&(g?g.index(c)>-1:1===c.nodeType&&m.find.matchesSelector(c,a))){f.push(c);break}return this.pushStack(f.length>1?m.unique(f):f)},index:function(a){return a?"string"==typeof a?m.inArray(this[0],m(a)):m.inArray(a.jquery?a[0]:a,this):this[0]&&this[0].parentNode?this.first().prevAll().length:-1},add:function(a,b){return this.pushStack(m.unique(m.merge(this.get(),m(a,b))))},addBack:function(a){return this.add(null==a?this.prevObject:this.prevObject.filter(a))}});function D(a,b){do a=a[b];while(a&&1!==a.nodeType);return a}m.each({parent:function(a){var b=a.parentNode;return b&&11!==b.nodeType?b:null},parents:function(a){return m.dir(a,"parentNode")},parentsUntil:function(a,b,c){return m.dir(a,"parentNode",c)},next:function(a){return D(a,"nextSibling")},prev:function(a){return D(a,"previousSibling")},nextAll:function(a){return m.dir(a,"nextSibling")},prevAll:function(a){return m.dir(a,"previousSibling")},nextUntil:function(a,b,c){return m.dir(a,"nextSibling",c)},prevUntil:function(a,b,c){return m.dir(a,"previousSibling",c)},siblings:function(a){return m.sibling((a.parentNode||{}).firstChild,a)},children:function(a){return m.sibling(a.firstChild)},contents:function(a){return m.nodeName(a,"iframe")?a.contentDocument||a.contentWindow.document:m.merge([],a.childNodes)}},function(a,b){m.fn[a]=function(c,d){var e=m.map(this,b,c);return"Until"!==a.slice(-5)&&(d=c),d&&"string"==typeof d&&(e=m.filter(d,e)),this.length>1&&(C[a]||(e=m.unique(e)),B.test(a)&&(e=e.reverse())),this.pushStack(e)}});var E=/\S+/g,F={};function G(a){var b=F[a]={};return m.each(a.match(E)||[],function(a,c){b[c]=!0}),b}m.Callbacks=function(a){a="string"==typeof a?F[a]||G(a):m.extend({},a);var b,c,d,e,f,g,h=[],i=!a.once&&[],j=function(l){for(c=a.memory&&l,d=!0,f=g||0,g=0,e=h.length,b=!0;h&&e>f;f++)if(h[f].apply(l[0],l[1])===!1&&a.stopOnFalse){c=!1;break}b=!1,h&&(i?i.length&&j(i.shift()):c?h=[]:k.disable())},k={add:function(){if(h){var d=h.length;!function f(b){m.each(b,function(b,c){var d=m.type(c);"function"===d?a.unique&&k.has(c)||h.push(c):c&&c.length&&"string"!==d&&f(c)})}(arguments),b?e=h.length:c&&(g=d,j(c))}return this},remove:function(){return h&&m.each(arguments,function(a,c){var d;while((d=m.inArray(c,h,d))>-1)h.splice(d,1),b&&(e>=d&&e--,f>=d&&f--)}),this},has:function(a){return a?m.inArray(a,h)>-1:!(!h||!h.length)},empty:function(){return h=[],e=0,this},disable:function(){return h=i=c=void 0,this},disabled:function(){return!h},lock:function(){return i=void 0,c||k.disable(),this},locked:function(){return!i},fireWith:function(a,c){return!h||d&&!i||(c=c||[],c=[a,c.slice?c.slice():c],b?i.push(c):j(c)),this},fire:function(){return k.fireWith(this,arguments),this},fired:function(){return!!d}};return k},m.extend({Deferred:function(a){var b=[["resolve","done",m.Callbacks("once memory"),"resolved"],["reject","fail",m.Callbacks("once memory"),"rejected"],["notify","progress",m.Callbacks("memory")]],c="pending",d={state:function(){return c},always:function(){return e.done(arguments).fail(arguments),this},then:function(){var a=arguments;return m.Deferred(function(c){m.each(b,function(b,f){var g=m.isFunction(a[b])&&a[b];e[f[1]](function(){var a=g&&g.apply(this,arguments);a&&m.isFunction(a.promise)?a.promise().done(c.resolve).fail(c.reject).progress(c.notify):c[f[0]+"With"](this===d?c.promise():this,g?[a]:arguments)})}),a=null}).promise()},promise:function(a){return null!=a?m.extend(a,d):d}},e={};return d.pipe=d.then,m.each(b,function(a,f){var g=f[2],h=f[3];d[f[1]]=g.add,h&&g.add(function(){c=h},b[1^a][2].disable,b[2][2].lock),e[f[0]]=function(){return e[f[0]+"With"](this===e?d:this,arguments),this},e[f[0]+"With"]=g.fireWith}),d.promise(e),a&&a.call(e,e),e},when:function(a){var b=0,c=d.call(arguments),e=c.length,f=1!==e||a&&m.isFunction(a.promise)?e:0,g=1===f?a:m.Deferred(),h=function(a,b,c){return function(e){b[a]=this,c[a]=arguments.length>1?d.call(arguments):e,c===i?g.notifyWith(b,c):--f||g.resolveWith(b,c)}},i,j,k;if(e>1)for(i=new Array(e),j=new Array(e),k=new Array(e);e>b;b++)c[b]&&m.isFunction(c[b].promise)?c[b].promise().done(h(b,k,c)).fail(g.reject).progress(h(b,j,i)):--f;return f||g.resolveWith(k,c),g.promise()}});var H;m.fn.ready=function(a){return m.ready.promise().done(a),this},m.extend({isReady:!1,readyWait:1,holdReady:function(a){a?m.readyWait++:m.ready(!0)},ready:function(a){if(a===!0?!--m.readyWait:!m.isReady){if(!y.body)return setTimeout(m.ready);m.isReady=!0,a!==!0&&--m.readyWait>0||(H.resolveWith(y,[m]),m.fn.triggerHandler&&(m(y).triggerHandler("ready"),m(y).off("ready")))}}});function I(){y.addEventListener?(y.removeEventListener("DOMContentLoaded",J,!1),a.removeEventListener("load",J,!1)):(y.detachEvent("onreadystatechange",J),a.detachEvent("onload",J))}function J(){(y.addEventListener||"load"===event.type||"complete"===y.readyState)&&(I(),m.ready())}m.ready.promise=function(b){if(!H)if(H=m.Deferred(),"complete"===y.readyState)setTimeout(m.ready);else if(y.addEventListener)y.addEventListener("DOMContentLoaded",J,!1),a.addEventListener("load",J,!1);else{y.attachEvent("onreadystatechange",J),a.attachEvent("onload",J);var c=!1;try{c=null==a.frameElement&&y.documentElement}catch(d){}c&&c.doScroll&&!function e(){if(!m.isReady){try{c.doScroll("left")}catch(a){return setTimeout(e,50)}I(),m.ready()}}()}return H.promise(b)};var K="undefined",L;for(L in m(k))break;k.ownLast="0"!==L,k.inlineBlockNeedsLayout=!1,m(function(){var a,b,c,d;c=y.getElementsByTagName("body")[0],c&&c.style&&(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),typeof b.style.zoom!==K&&(b.style.cssText="display:inline;margin:0;border:0;padding:1px;width:1px;zoom:1",k.inlineBlockNeedsLayout=a=3===b.offsetWidth,a&&(c.style.zoom=1)),c.removeChild(d))}),function(){var a=y.createElement("div");if(null==k.deleteExpando){k.deleteExpando=!0;try{delete a.test}catch(b){k.deleteExpando=!1}}a=null}(),m.acceptData=function(a){var b=m.noData[(a.nodeName+" ").toLowerCase()],c=+a.nodeType||1;return 1!==c&&9!==c?!1:!b||b!==!0&&a.getAttribute("classid")===b};var M=/^(?:\{[\w\W]*\}|\[[\w\W]*\])$/,N=/([A-Z])/g;function O(a,b,c){if(void 0===c&&1===a.nodeType){var d="data-"+b.replace(N,"-$1").toLowerCase();if(c=a.getAttribute(d),"string"==typeof c){try{c="true"===c?!0:"false"===c?!1:"null"===c?null:+c+""===c?+c:M.test(c)?m.parseJSON(c):c}catch(e){}m.data(a,b,c)}else c=void 0}return c}function P(a){var b;for(b in a)if(("data"!==b||!m.isEmptyObject(a[b]))&&"toJSON"!==b)return!1;
+
+return!0}function Q(a,b,d,e){if(m.acceptData(a)){var f,g,h=m.expando,i=a.nodeType,j=i?m.cache:a,k=i?a[h]:a[h]&&h;if(k&&j[k]&&(e||j[k].data)||void 0!==d||"string"!=typeof b)return k||(k=i?a[h]=c.pop()||m.guid++:h),j[k]||(j[k]=i?{}:{toJSON:m.noop}),("object"==typeof b||"function"==typeof b)&&(e?j[k]=m.extend(j[k],b):j[k].data=m.extend(j[k].data,b)),g=j[k],e||(g.data||(g.data={}),g=g.data),void 0!==d&&(g[m.camelCase(b)]=d),"string"==typeof b?(f=g[b],null==f&&(f=g[m.camelCase(b)])):f=g,f}}function R(a,b,c){if(m.acceptData(a)){var d,e,f=a.nodeType,g=f?m.cache:a,h=f?a[m.expando]:m.expando;if(g[h]){if(b&&(d=c?g[h]:g[h].data)){m.isArray(b)?b=b.concat(m.map(b,m.camelCase)):b in d?b=[b]:(b=m.camelCase(b),b=b in d?[b]:b.split(" ")),e=b.length;while(e--)delete d[b[e]];if(c?!P(d):!m.isEmptyObject(d))return}(c||(delete g[h].data,P(g[h])))&&(f?m.cleanData([a],!0):k.deleteExpando||g!=g.window?delete g[h]:g[h]=null)}}}m.extend({cache:{},noData:{"applet ":!0,"embed ":!0,"object ":"clsid:D27CDB6E-AE6D-11cf-96B8-444553540000"},hasData:function(a){return a=a.nodeType?m.cache[a[m.expando]]:a[m.expando],!!a&&!P(a)},data:function(a,b,c){return Q(a,b,c)},removeData:function(a,b){return R(a,b)},_data:function(a,b,c){return Q(a,b,c,!0)},_removeData:function(a,b){return R(a,b,!0)}}),m.fn.extend({data:function(a,b){var c,d,e,f=this[0],g=f&&f.attributes;if(void 0===a){if(this.length&&(e=m.data(f),1===f.nodeType&&!m._data(f,"parsedAttrs"))){c=g.length;while(c--)g[c]&&(d=g[c].name,0===d.indexOf("data-")&&(d=m.camelCase(d.slice(5)),O(f,d,e[d])));m._data(f,"parsedAttrs",!0)}return e}return"object"==typeof a?this.each(function(){m.data(this,a)}):arguments.length>1?this.each(function(){m.data(this,a,b)}):f?O(f,a,m.data(f,a)):void 0},removeData:function(a){return this.each(function(){m.removeData(this,a)})}}),m.extend({queue:function(a,b,c){var d;return a?(b=(b||"fx")+"queue",d=m._data(a,b),c&&(!d||m.isArray(c)?d=m._data(a,b,m.makeArray(c)):d.push(c)),d||[]):void 0},dequeue:function(a,b){b=b||"fx";var c=m.queue(a,b),d=c.length,e=c.shift(),f=m._queueHooks(a,b),g=function(){m.dequeue(a,b)};"inprogress"===e&&(e=c.shift(),d--),e&&("fx"===b&&c.unshift("inprogress"),delete f.stop,e.call(a,g,f)),!d&&f&&f.empty.fire()},_queueHooks:function(a,b){var c=b+"queueHooks";return m._data(a,c)||m._data(a,c,{empty:m.Callbacks("once memory").add(function(){m._removeData(a,b+"queue"),m._removeData(a,c)})})}}),m.fn.extend({queue:function(a,b){var c=2;return"string"!=typeof a&&(b=a,a="fx",c--),arguments.length<c?m.queue(this[0],a):void 0===b?this:this.each(function(){var c=m.queue(this,a,b);m._queueHooks(this,a),"fx"===a&&"inprogress"!==c[0]&&m.dequeue(this,a)})},dequeue:function(a){return this.each(function(){m.dequeue(this,a)})},clearQueue:function(a){return this.queue(a||"fx",[])},promise:function(a,b){var c,d=1,e=m.Deferred(),f=this,g=this.length,h=function(){--d||e.resolveWith(f,[f])};"string"!=typeof a&&(b=a,a=void 0),a=a||"fx";while(g--)c=m._data(f[g],a+"queueHooks"),c&&c.empty&&(d++,c.empty.add(h));return h(),e.promise(b)}});var S=/[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/.source,T=["Top","Right","Bottom","Left"],U=function(a,b){return a=b||a,"none"===m.css(a,"display")||!m.contains(a.ownerDocument,a)},V=m.access=function(a,b,c,d,e,f,g){var h=0,i=a.length,j=null==c;if("object"===m.type(c)){e=!0;for(h in c)m.access(a,b,h,c[h],!0,f,g)}else if(void 0!==d&&(e=!0,m.isFunction(d)||(g=!0),j&&(g?(b.call(a,d),b=null):(j=b,b=function(a,b,c){return j.call(m(a),c)})),b))for(;i>h;h++)b(a[h],c,g?d:d.call(a[h],h,b(a[h],c)));return e?a:j?b.call(a):i?b(a[0],c):f},W=/^(?:checkbox|radio)$/i;!function(){var a=y.createElement("input"),b=y.createElement("div"),c=y.createDocumentFragment();if(b.innerHTML="  <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",k.leadingWhitespace=3===b.firstChild.nodeType,k.tbody=!b.getElementsByTagName("tbody").length,k.htmlSerialize=!!b.getElementsByTagName("link").length,k.html5Clone="<:nav></:nav>"!==y.createElement("nav").cloneNode(!0).outerHTML,a.type="checkbox",a.checked=!0,c.appendChild(a),k.appendChecked=a.checked,b.innerHTML="<textarea>x</textarea>",k.noCloneChecked=!!b.cloneNode(!0).lastChild.defaultValue,c.appendChild(b),b.innerHTML="<input type='radio' checked='checked' name='t'/>",k.checkClone=b.cloneNode(!0).cloneNode(!0).lastChild.checked,k.noCloneEvent=!0,b.attachEvent&&(b.attachEvent("onclick",function(){k.noCloneEvent=!1}),b.cloneNode(!0).click()),null==k.deleteExpando){k.deleteExpando=!0;try{delete b.test}catch(d){k.deleteExpando=!1}}}(),function(){var b,c,d=y.createElement("div");for(b in{submit:!0,change:!0,focusin:!0})c="on"+b,(k[b+"Bubbles"]=c in a)||(d.setAttribute(c,"t"),k[b+"Bubbles"]=d.attributes[c].expando===!1);d=null}();var X=/^(?:input|select|textarea)$/i,Y=/^key/,Z=/^(?:mouse|pointer|contextmenu)|click/,$=/^(?:focusinfocus|focusoutblur)$/,_=/^([^.]*)(?:\.(.+)|)$/;function aa(){return!0}function ba(){return!1}function ca(){try{return y.activeElement}catch(a){}}m.event={global:{},add:function(a,b,c,d,e){var f,g,h,i,j,k,l,n,o,p,q,r=m._data(a);if(r){c.handler&&(i=c,c=i.handler,e=i.selector),c.guid||(c.guid=m.guid++),(g=r.events)||(g=r.events={}),(k=r.handle)||(k=r.handle=function(a){return typeof m===K||a&&m.event.triggered===a.type?void 0:m.event.dispatch.apply(k.elem,arguments)},k.elem=a),b=(b||"").match(E)||[""],h=b.length;while(h--)f=_.exec(b[h])||[],o=q=f[1],p=(f[2]||"").split(".").sort(),o&&(j=m.event.special[o]||{},o=(e?j.delegateType:j.bindType)||o,j=m.event.special[o]||{},l=m.extend({type:o,origType:q,data:d,handler:c,guid:c.guid,selector:e,needsContext:e&&m.expr.match.needsContext.test(e),namespace:p.join(".")},i),(n=g[o])||(n=g[o]=[],n.delegateCount=0,j.setup&&j.setup.call(a,d,p,k)!==!1||(a.addEventListener?a.addEventListener(o,k,!1):a.attachEvent&&a.attachEvent("on"+o,k))),j.add&&(j.add.call(a,l),l.handler.guid||(l.handler.guid=c.guid)),e?n.splice(n.delegateCount++,0,l):n.push(l),m.event.global[o]=!0);a=null}},remove:function(a,b,c,d,e){var f,g,h,i,j,k,l,n,o,p,q,r=m.hasData(a)&&m._data(a);if(r&&(k=r.events)){b=(b||"").match(E)||[""],j=b.length;while(j--)if(h=_.exec(b[j])||[],o=q=h[1],p=(h[2]||"").split(".").sort(),o){l=m.event.special[o]||{},o=(d?l.delegateType:l.bindType)||o,n=k[o]||[],h=h[2]&&new RegExp("(^|\\.)"+p.join("\\.(?:.*\\.|)")+"(\\.|$)"),i=f=n.length;while(f--)g=n[f],!e&&q!==g.origType||c&&c.guid!==g.guid||h&&!h.test(g.namespace)||d&&d!==g.selector&&("**"!==d||!g.selector)||(n.splice(f,1),g.selector&&n.delegateCount--,l.remove&&l.remove.call(a,g));i&&!n.length&&(l.teardown&&l.teardown.call(a,p,r.handle)!==!1||m.removeEvent(a,o,r.handle),delete k[o])}else for(o in k)m.event.remove(a,o+b[j],c,d,!0);m.isEmptyObject(k)&&(delete r.handle,m._removeData(a,"events"))}},trigger:function(b,c,d,e){var f,g,h,i,k,l,n,o=[d||y],p=j.call(b,"type")?b.type:b,q=j.call(b,"namespace")?b.namespace.split("."):[];if(h=l=d=d||y,3!==d.nodeType&&8!==d.nodeType&&!$.test(p+m.event.triggered)&&(p.indexOf(".")>=0&&(q=p.split("."),p=q.shift(),q.sort()),g=p.indexOf(":")<0&&"on"+p,b=b[m.expando]?b:new m.Event(p,"object"==typeof b&&b),b.isTrigger=e?2:3,b.namespace=q.join("."),b.namespace_re=b.namespace?new RegExp("(^|\\.)"+q.join("\\.(?:.*\\.|)")+"(\\.|$)"):null,b.result=void 0,b.target||(b.target=d),c=null==c?[b]:m.makeArray(c,[b]),k=m.event.special[p]||{},e||!k.trigger||k.trigger.apply(d,c)!==!1)){if(!e&&!k.noBubble&&!m.isWindow(d)){for(i=k.delegateType||p,$.test(i+p)||(h=h.parentNode);h;h=h.parentNode)o.push(h),l=h;l===(d.ownerDocument||y)&&o.push(l.defaultView||l.parentWindow||a)}n=0;while((h=o[n++])&&!b.isPropagationStopped())b.type=n>1?i:k.bindType||p,f=(m._data(h,"events")||{})[b.type]&&m._data(h,"handle"),f&&f.apply(h,c),f=g&&h[g],f&&f.apply&&m.acceptData(h)&&(b.result=f.apply(h,c),b.result===!1&&b.preventDefault());if(b.type=p,!e&&!b.isDefaultPrevented()&&(!k._default||k._default.apply(o.pop(),c)===!1)&&m.acceptData(d)&&g&&d[p]&&!m.isWindow(d)){l=d[g],l&&(d[g]=null),m.event.triggered=p;try{d[p]()}catch(r){}m.event.triggered=void 0,l&&(d[g]=l)}return b.result}},dispatch:function(a){a=m.event.fix(a);var b,c,e,f,g,h=[],i=d.call(arguments),j=(m._data(this,"events")||{})[a.type]||[],k=m.event.special[a.type]||{};if(i[0]=a,a.delegateTarget=this,!k.preDispatch||k.preDispatch.call(this,a)!==!1){h=m.event.handlers.call(this,a,j),b=0;while((f=h[b++])&&!a.isPropagationStopped()){a.currentTarget=f.elem,g=0;while((e=f.handlers[g++])&&!a.isImmediatePropagationStopped())(!a.namespace_re||a.namespace_re.test(e.namespace))&&(a.handleObj=e,a.data=e.data,c=((m.event.special[e.origType]||{}).handle||e.handler).apply(f.elem,i),void 0!==c&&(a.result=c)===!1&&(a.preventDefault(),a.stopPropagation()))}return k.postDispatch&&k.postDispatch.call(this,a),a.result}},handlers:function(a,b){var c,d,e,f,g=[],h=b.delegateCount,i=a.target;if(h&&i.nodeType&&(!a.button||"click"!==a.type))for(;i!=this;i=i.parentNode||this)if(1===i.nodeType&&(i.disabled!==!0||"click"!==a.type)){for(e=[],f=0;h>f;f++)d=b[f],c=d.selector+" ",void 0===e[c]&&(e[c]=d.needsContext?m(c,this).index(i)>=0:m.find(c,this,null,[i]).length),e[c]&&e.push(d);e.length&&g.push({elem:i,handlers:e})}return h<b.length&&g.push({elem:this,handlers:b.slice(h)}),g},fix:function(a){if(a[m.expando])return a;var b,c,d,e=a.type,f=a,g=this.fixHooks[e];g||(this.fixHooks[e]=g=Z.test(e)?this.mouseHooks:Y.test(e)?this.keyHooks:{}),d=g.props?this.props.concat(g.props):this.props,a=new m.Event(f),b=d.length;while(b--)c=d[b],a[c]=f[c];return a.target||(a.target=f.srcElement||y),3===a.target.nodeType&&(a.target=a.target.parentNode),a.metaKey=!!a.metaKey,g.filter?g.filter(a,f):a},props:"altKey bubbles cancelable ctrlKey currentTarget eventPhase metaKey relatedTarget shiftKey target timeStamp view which".split(" "),fixHooks:{},keyHooks:{props:"char charCode key keyCode".split(" "),filter:function(a,b){return null==a.which&&(a.which=null!=b.charCode?b.charCode:b.keyCode),a}},mouseHooks:{props:"button buttons clientX clientY fromElement offsetX offsetY pageX pageY screenX screenY toElement".split(" "),filter:function(a,b){var c,d,e,f=b.button,g=b.fromElement;return null==a.pageX&&null!=b.clientX&&(d=a.target.ownerDocument||y,e=d.documentElement,c=d.body,a.pageX=b.clientX+(e&&e.scrollLeft||c&&c.scrollLeft||0)-(e&&e.clientLeft||c&&c.clientLeft||0),a.pageY=b.clientY+(e&&e.scrollTop||c&&c.scrollTop||0)-(e&&e.clientTop||c&&c.clientTop||0)),!a.relatedTarget&&g&&(a.relatedTarget=g===a.target?b.toElement:g),a.which||void 0===f||(a.which=1&f?1:2&f?3:4&f?2:0),a}},special:{load:{noBubble:!0},focus:{trigger:function(){if(this!==ca()&&this.focus)try{return this.focus(),!1}catch(a){}},delegateType:"focusin"},blur:{trigger:function(){return this===ca()&&this.blur?(this.blur(),!1):void 0},delegateType:"focusout"},click:{trigger:function(){return m.nodeName(this,"input")&&"checkbox"===this.type&&this.click?(this.click(),!1):void 0},_default:function(a){return m.nodeName(a.target,"a")}},beforeunload:{postDispatch:function(a){void 0!==a.result&&a.originalEvent&&(a.originalEvent.returnValue=a.result)}}},simulate:function(a,b,c,d){var e=m.extend(new m.Event,c,{type:a,isSimulated:!0,originalEvent:{}});d?m.event.trigger(e,null,b):m.event.dispatch.call(b,e),e.isDefaultPrevented()&&c.preventDefault()}},m.removeEvent=y.removeEventListener?function(a,b,c){a.removeEventListener&&a.removeEventListener(b,c,!1)}:function(a,b,c){var d="on"+b;a.detachEvent&&(typeof a[d]===K&&(a[d]=null),a.detachEvent(d,c))},m.Event=function(a,b){return this instanceof m.Event?(a&&a.type?(this.originalEvent=a,this.type=a.type,this.isDefaultPrevented=a.defaultPrevented||void 0===a.defaultPrevented&&a.returnValue===!1?aa:ba):this.type=a,b&&m.extend(this,b),this.timeStamp=a&&a.timeStamp||m.now(),void(this[m.expando]=!0)):new m.Event(a,b)},m.Event.prototype={isDefaultPrevented:ba,isPropagationStopped:ba,isImmediatePropagationStopped:ba,preventDefault:function(){var a=this.originalEvent;this.isDefaultPrevented=aa,a&&(a.preventDefault?a.preventDefault():a.returnValue=!1)},stopPropagation:function(){var a=this.originalEvent;this.isPropagationStopped=aa,a&&(a.stopPropagation&&a.stopPropagation(),a.cancelBubble=!0)},stopImmediatePropagation:function(){var a=this.originalEvent;this.isImmediatePropagationStopped=aa,a&&a.stopImmediatePropagation&&a.stopImmediatePropagation(),this.stopPropagation()}},m.each({mouseenter:"mouseover",mouseleave:"mouseout",pointerenter:"pointerover",pointerleave:"pointerout"},function(a,b){m.event.special[a]={delegateType:b,bindType:b,handle:function(a){var c,d=this,e=a.relatedTarget,f=a.handleObj;return(!e||e!==d&&!m.contains(d,e))&&(a.type=f.origType,c=f.handler.apply(this,arguments),a.type=b),c}}}),k.submitBubbles||(m.event.special.submit={setup:function(){return m.nodeName(this,"form")?!1:void m.event.add(this,"click._submit keypress._submit",function(a){var b=a.target,c=m.nodeName(b,"input")||m.nodeName(b,"button")?b.form:void 0;c&&!m._data(c,"submitBubbles")&&(m.event.add(c,"submit._submit",function(a){a._submit_bubble=!0}),m._data(c,"submitBubbles",!0))})},postDispatch:function(a){a._submit_bubble&&(delete a._submit_bubble,this.parentNode&&!a.isTrigger&&m.event.simulate("submit",this.parentNode,a,!0))},teardown:function(){return m.nodeName(this,"form")?!1:void m.event.remove(this,"._submit")}}),k.changeBubbles||(m.event.special.change={setup:function(){return X.test(this.nodeName)?(("checkbox"===this.type||"radio"===this.type)&&(m.event.add(this,"propertychange._change",function(a){"checked"===a.originalEvent.propertyName&&(this._just_changed=!0)}),m.event.add(this,"click._change",function(a){this._just_changed&&!a.isTrigger&&(this._just_changed=!1),m.event.simulate("change",this,a,!0)})),!1):void m.event.add(this,"beforeactivate._change",function(a){var b=a.target;X.test(b.nodeName)&&!m._data(b,"changeBubbles")&&(m.event.add(b,"change._change",function(a){!this.parentNode||a.isSimulated||a.isTrigger||m.event.simulate("change",this.parentNode,a,!0)}),m._data(b,"changeBubbles",!0))})},handle:function(a){var b=a.target;return this!==b||a.isSimulated||a.isTrigger||"radio"!==b.type&&"checkbox"!==b.type?a.handleObj.handler.apply(this,arguments):void 0},teardown:function(){return m.event.remove(this,"._change"),!X.test(this.nodeName)}}),k.focusinBubbles||m.each({focus:"focusin",blur:"focusout"},function(a,b){var c=function(a){m.event.simulate(b,a.target,m.event.fix(a),!0)};m.event.special[b]={setup:function(){var d=this.ownerDocument||this,e=m._data(d,b);e||d.addEventListener(a,c,!0),m._data(d,b,(e||0)+1)},teardown:function(){var d=this.ownerDocument||this,e=m._data(d,b)-1;e?m._data(d,b,e):(d.removeEventListener(a,c,!0),m._removeData(d,b))}}}),m.fn.extend({on:function(a,b,c,d,e){var f,g;if("object"==typeof a){"string"!=typeof b&&(c=c||b,b=void 0);for(f in a)this.on(f,b,c,a[f],e);return this}if(null==c&&null==d?(d=b,c=b=void 0):null==d&&("string"==typeof b?(d=c,c=void 0):(d=c,c=b,b=void 0)),d===!1)d=ba;else if(!d)return this;return 1===e&&(g=d,d=function(a){return m().off(a),g.apply(this,arguments)},d.guid=g.guid||(g.guid=m.guid++)),this.each(function(){m.event.add(this,a,d,c,b)})},one:function(a,b,c,d){return this.on(a,b,c,d,1)},off:function(a,b,c){var d,e;if(a&&a.preventDefault&&a.handleObj)return d=a.handleObj,m(a.delegateTarget).off(d.namespace?d.origType+"."+d.namespace:d.origType,d.selector,d.handler),this;if("object"==typeof a){for(e in a)this.off(e,b,a[e]);return this}return(b===!1||"function"==typeof b)&&(c=b,b=void 0),c===!1&&(c=ba),this.each(function(){m.event.remove(this,a,c,b)})},trigger:function(a,b){return this.each(function(){m.event.trigger(a,b,this)})},triggerHandler:function(a,b){var c=this[0];return c?m.event.trigger(a,b,c,!0):void 0}});function da(a){var b=ea.split("|"),c=a.createDocumentFragment();if(c.createElement)while(b.length)c.createElement(b.pop());return c}var ea="abbr|article|aside|audio|bdi|canvas|data|datalist|details|figcaption|figure|footer|header|hgroup|mark|meter|nav|output|progress|section|summary|time|video",fa=/ jQuery\d+="(?:null|\d+)"/g,ga=new RegExp("<(?:"+ea+")[\\s/>]","i"),ha=/^\s+/,ia=/<(?!area|br|col|embed|hr|img|input|link|meta|param)(([\w:]+)[^>]*)\/>/gi,ja=/<([\w:]+)/,ka=/<tbody/i,la=/<|&#?\w+;/,ma=/<(?:script|style|link)/i,na=/checked\s*(?:[^=]|=\s*.checked.)/i,oa=/^$|\/(?:java|ecma)script/i,pa=/^true\/(.*)/,qa=/^\s*<!(?:\[CDATA\[|--)|(?:\]\]|--)>\s*$/g,ra={option:[1,"<select multiple='multiple'>","</select>"],legend:[1,"<fieldset>","</fieldset>"],area:[1,"<map>","</map>"],param:[1,"<object>","</object>"],thead:[1,"<table>","</table>"],tr:[2,"<table><tbody>","</tbody></table>"],col:[2,"<table><tbody></tbody><colgroup>","</colgroup></table>"],td:[3,"<table><tbody><tr>","</tr></tbody></table>"],_default:k.htmlSerialize?[0,"",""]:[1,"X<div>","</div>"]},sa=da(y),ta=sa.appendChild(y.createElement("div"));ra.optgroup=ra.option,ra.tbody=ra.tfoot=ra.colgroup=ra.caption=ra.thead,ra.th=ra.td;function ua(a,b){var c,d,e=0,f=typeof a.getElementsByTagName!==K?a.getElementsByTagName(b||"*"):typeof a.querySelectorAll!==K?a.querySelectorAll(b||"*"):void 0;if(!f)for(f=[],c=a.childNodes||a;null!=(d=c[e]);e++)!b||m.nodeName(d,b)?f.push(d):m.merge(f,ua(d,b));return void 0===b||b&&m.nodeName(a,b)?m.merge([a],f):f}function va(a){W.test(a.type)&&(a.defaultChecked=a.checked)}function wa(a,b){return m.nodeName(a,"table")&&m.nodeName(11!==b.nodeType?b:b.firstChild,"tr")?a.getElementsByTagName("tbody")[0]||a.appendChild(a.ownerDocument.createElement("tbody")):a}function xa(a){return a.type=(null!==m.find.attr(a,"type"))+"/"+a.type,a}function ya(a){var b=pa.exec(a.type);return b?a.type=b[1]:a.removeAttribute("type"),a}function za(a,b){for(var c,d=0;null!=(c=a[d]);d++)m._data(c,"globalEval",!b||m._data(b[d],"globalEval"))}function Aa(a,b){if(1===b.nodeType&&m.hasData(a)){var c,d,e,f=m._data(a),g=m._data(b,f),h=f.events;if(h){delete g.handle,g.events={};for(c in h)for(d=0,e=h[c].length;e>d;d++)m.event.add(b,c,h[c][d])}g.data&&(g.data=m.extend({},g.data))}}function Ba(a,b){var c,d,e;if(1===b.nodeType){if(c=b.nodeName.toLowerCase(),!k.noCloneEvent&&b[m.expando]){e=m._data(b);for(d in e.events)m.removeEvent(b,d,e.handle);b.removeAttribute(m.expando)}"script"===c&&b.text!==a.text?(xa(b).text=a.text,ya(b)):"object"===c?(b.parentNode&&(b.outerHTML=a.outerHTML),k.html5Clone&&a.innerHTML&&!m.trim(b.innerHTML)&&(b.innerHTML=a.innerHTML)):"input"===c&&W.test(a.type)?(b.defaultChecked=b.checked=a.checked,b.value!==a.value&&(b.value=a.value)):"option"===c?b.defaultSelected=b.selected=a.defaultSelected:("input"===c||"textarea"===c)&&(b.defaultValue=a.defaultValue)}}m.extend({clone:function(a,b,c){var d,e,f,g,h,i=m.contains(a.ownerDocument,a);if(k.html5Clone||m.isXMLDoc(a)||!ga.test("<"+a.nodeName+">")?f=a.cloneNode(!0):(ta.innerHTML=a.outerHTML,ta.removeChild(f=ta.firstChild)),!(k.noCloneEvent&&k.noCloneChecked||1!==a.nodeType&&11!==a.nodeType||m.isXMLDoc(a)))for(d=ua(f),h=ua(a),g=0;null!=(e=h[g]);++g)d[g]&&Ba(e,d[g]);if(b)if(c)for(h=h||ua(a),d=d||ua(f),g=0;null!=(e=h[g]);g++)Aa(e,d[g]);else Aa(a,f);return d=ua(f,"script"),d.length>0&&za(d,!i&&ua(a,"script")),d=h=e=null,f},buildFragment:function(a,b,c,d){for(var e,f,g,h,i,j,l,n=a.length,o=da(b),p=[],q=0;n>q;q++)if(f=a[q],f||0===f)if("object"===m.type(f))m.merge(p,f.nodeType?[f]:f);else if(la.test(f)){h=h||o.appendChild(b.createElement("div")),i=(ja.exec(f)||["",""])[1].toLowerCase(),l=ra[i]||ra._default,h.innerHTML=l[1]+f.replace(ia,"<$1></$2>")+l[2],e=l[0];while(e--)h=h.lastChild;if(!k.leadingWhitespace&&ha.test(f)&&p.push(b.createTextNode(ha.exec(f)[0])),!k.tbody){f="table"!==i||ka.test(f)?"<table>"!==l[1]||ka.test(f)?0:h:h.firstChild,e=f&&f.childNodes.length;while(e--)m.nodeName(j=f.childNodes[e],"tbody")&&!j.childNodes.length&&f.removeChild(j)}m.merge(p,h.childNodes),h.textContent="";while(h.firstChild)h.removeChild(h.firstChild);h=o.lastChild}else p.push(b.createTextNode(f));h&&o.removeChild(h),k.appendChecked||m.grep(ua(p,"input"),va),q=0;while(f=p[q++])if((!d||-1===m.inArray(f,d))&&(g=m.contains(f.ownerDocument,f),h=ua(o.appendChild(f),"script"),g&&za(h),c)){e=0;while(f=h[e++])oa.test(f.type||"")&&c.push(f)}return h=null,o},cleanData:function(a,b){for(var d,e,f,g,h=0,i=m.expando,j=m.cache,l=k.deleteExpando,n=m.event.special;null!=(d=a[h]);h++)if((b||m.acceptData(d))&&(f=d[i],g=f&&j[f])){if(g.events)for(e in g.events)n[e]?m.event.remove(d,e):m.removeEvent(d,e,g.handle);j[f]&&(delete j[f],l?delete d[i]:typeof d.removeAttribute!==K?d.removeAttribute(i):d[i]=null,c.push(f))}}}),m.fn.extend({text:function(a){return V(this,function(a){return void 0===a?m.text(this):this.empty().append((this[0]&&this[0].ownerDocument||y).createTextNode(a))},null,a,arguments.length)},append:function(){return this.domManip(arguments,function(a){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var b=wa(this,a);b.appendChild(a)}})},prepend:function(){return this.domManip(arguments,function(a){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var b=wa(this,a);b.insertBefore(a,b.firstChild)}})},before:function(){return this.domManip(arguments,function(a){this.parentNode&&this.parentNode.insertBefore(a,this)})},after:function(){return this.domManip(arguments,function(a){this.parentNode&&this.parentNode.insertBefore(a,this.nextSibling)})},remove:function(a,b){for(var c,d=a?m.filter(a,this):this,e=0;null!=(c=d[e]);e++)b||1!==c.nodeType||m.cleanData(ua(c)),c.parentNode&&(b&&m.contains(c.ownerDocument,c)&&za(ua(c,"script")),c.parentNode.removeChild(c));return this},empty:function(){for(var a,b=0;null!=(a=this[b]);b++){1===a.nodeType&&m.cleanData(ua(a,!1));while(a.firstChild)a.removeChild(a.firstChild);a.options&&m.nodeName(a,"select")&&(a.options.length=0)}return this},clone:function(a,b){return a=null==a?!1:a,b=null==b?a:b,this.map(function(){return m.clone(this,a,b)})},html:function(a){return V(this,function(a){var b=this[0]||{},c=0,d=this.length;if(void 0===a)return 1===b.nodeType?b.innerHTML.replace(fa,""):void 0;if(!("string"!=typeof a||ma.test(a)||!k.htmlSerialize&&ga.test(a)||!k.leadingWhitespace&&ha.test(a)||ra[(ja.exec(a)||["",""])[1].toLowerCase()])){a=a.replace(ia,"<$1></$2>");try{for(;d>c;c++)b=this[c]||{},1===b.nodeType&&(m.cleanData(ua(b,!1)),b.innerHTML=a);b=0}catch(e){}}b&&this.empty().append(a)},null,a,arguments.length)},replaceWith:function(){var a=arguments[0];return this.domManip(arguments,function(b){a=this.parentNode,m.cleanData(ua(this)),a&&a.replaceChild(b,this)}),a&&(a.length||a.nodeType)?this:this.remove()},detach:function(a){return this.remove(a,!0)},domManip:function(a,b){a=e.apply([],a);var c,d,f,g,h,i,j=0,l=this.length,n=this,o=l-1,p=a[0],q=m.isFunction(p);if(q||l>1&&"string"==typeof p&&!k.checkClone&&na.test(p))return this.each(function(c){var d=n.eq(c);q&&(a[0]=p.call(this,c,d.html())),d.domManip(a,b)});if(l&&(i=m.buildFragment(a,this[0].ownerDocument,!1,this),c=i.firstChild,1===i.childNodes.length&&(i=c),c)){for(g=m.map(ua(i,"script"),xa),f=g.length;l>j;j++)d=i,j!==o&&(d=m.clone(d,!0,!0),f&&m.merge(g,ua(d,"script"))),b.call(this[j],d,j);if(f)for(h=g[g.length-1].ownerDocument,m.map(g,ya),j=0;f>j;j++)d=g[j],oa.test(d.type||"")&&!m._data(d,"globalEval")&&m.contains(h,d)&&(d.src?m._evalUrl&&m._evalUrl(d.src):m.globalEval((d.text||d.textContent||d.innerHTML||"").replace(qa,"")));i=c=null}return this}}),m.each({appendTo:"append",prependTo:"prepend",insertBefore:"before",insertAfter:"after",replaceAll:"replaceWith"},function(a,b){m.fn[a]=function(a){for(var c,d=0,e=[],g=m(a),h=g.length-1;h>=d;d++)c=d===h?this:this.clone(!0),m(g[d])[b](c),f.apply(e,c.get());return this.pushStack(e)}});var Ca,Da={};function Ea(b,c){var d,e=m(c.createElement(b)).appendTo(c.body),f=a.getDefaultComputedStyle&&(d=a.getDefaultComputedStyle(e[0]))?d.display:m.css(e[0],"display");return e.detach(),f}function Fa(a){var b=y,c=Da[a];return c||(c=Ea(a,b),"none"!==c&&c||(Ca=(Ca||m("<iframe frameborder='0' width='0' height='0'/>")).appendTo(b.documentElement),b=(Ca[0].contentWindow||Ca[0].contentDocument).document,b.write(),b.close(),c=Ea(a,b),Ca.detach()),Da[a]=c),c}!function(){var a;k.shrinkWrapBlocks=function(){if(null!=a)return a;a=!1;var b,c,d;return c=y.getElementsByTagName("body")[0],c&&c.style?(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),typeof b.style.zoom!==K&&(b.style.cssText="-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;display:block;margin:0;border:0;padding:1px;width:1px;zoom:1",b.appendChild(y.createElement("div")).style.width="5px",a=3!==b.offsetWidth),c.removeChild(d),a):void 0}}();var Ga=/^margin/,Ha=new RegExp("^("+S+")(?!px)[a-z%]+$","i"),Ia,Ja,Ka=/^(top|right|bottom|left)$/;a.getComputedStyle?(Ia=function(b){return b.ownerDocument.defaultView.opener?b.ownerDocument.defaultView.getComputedStyle(b,null):a.getComputedStyle(b,null)},Ja=function(a,b,c){var d,e,f,g,h=a.style;return c=c||Ia(a),g=c?c.getPropertyValue(b)||c[b]:void 0,c&&(""!==g||m.contains(a.ownerDocument,a)||(g=m.style(a,b)),Ha.test(g)&&Ga.test(b)&&(d=h.width,e=h.minWidth,f=h.maxWidth,h.minWidth=h.maxWidth=h.width=g,g=c.width,h.width=d,h.minWidth=e,h.maxWidth=f)),void 0===g?g:g+""}):y.documentElement.currentStyle&&(Ia=function(a){return a.currentStyle},Ja=function(a,b,c){var d,e,f,g,h=a.style;return c=c||Ia(a),g=c?c[b]:void 0,null==g&&h&&h[b]&&(g=h[b]),Ha.test(g)&&!Ka.test(b)&&(d=h.left,e=a.runtimeStyle,f=e&&e.left,f&&(e.left=a.currentStyle.left),h.left="fontSize"===b?"1em":g,g=h.pixelLeft+"px",h.left=d,f&&(e.left=f)),void 0===g?g:g+""||"auto"});function La(a,b){return{get:function(){var c=a();if(null!=c)return c?void delete this.get:(this.get=b).apply(this,arguments)}}}!function(){var b,c,d,e,f,g,h;if(b=y.createElement("div"),b.innerHTML="  <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",d=b.getElementsByTagName("a")[0],c=d&&d.style){c.cssText="float:left;opacity:.5",k.opacity="0.5"===c.opacity,k.cssFloat=!!c.cssFloat,b.style.backgroundClip="content-box",b.cloneNode(!0).style.backgroundClip="",k.clearCloneStyle="content-box"===b.style.backgroundClip,k.boxSizing=""===c.boxSizing||""===c.MozBoxSizing||""===c.WebkitBoxSizing,m.extend(k,{reliableHiddenOffsets:function(){return null==g&&i(),g},boxSizingReliable:function(){return null==f&&i(),f},pixelPosition:function(){return null==e&&i(),e},reliableMarginRight:function(){return null==h&&i(),h}});function i(){var b,c,d,i;c=y.getElementsByTagName("body")[0],c&&c.style&&(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),b.style.cssText="-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box;display:block;margin-top:1%;top:1%;border:1px;padding:1px;width:4px;position:absolute",e=f=!1,h=!0,a.getComputedStyle&&(e="1%"!==(a.getComputedStyle(b,null)||{}).top,f="4px"===(a.getComputedStyle(b,null)||{width:"4px"}).width,i=b.appendChild(y.createElement("div")),i.style.cssText=b.style.cssText="-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;display:block;margin:0;border:0;padding:0",i.style.marginRight=i.style.width="0",b.style.width="1px",h=!parseFloat((a.getComputedStyle(i,null)||{}).marginRight),b.removeChild(i)),b.innerHTML="<table><tr><td></td><td>t</td></tr></table>",i=b.getElementsByTagName("td"),i[0].style.cssText="margin:0;border:0;padding:0;display:none",g=0===i[0].offsetHeight,g&&(i[0].style.display="",i[1].style.display="none",g=0===i[0].offsetHeight),c.removeChild(d))}}}(),m.swap=function(a,b,c,d){var e,f,g={};for(f in b)g[f]=a.style[f],a.style[f]=b[f];e=c.apply(a,d||[]);for(f in b)a.style[f]=g[f];return e};var Ma=/alpha\([^)]*\)/i,Na=/opacity\s*=\s*([^)]*)/,Oa=/^(none|table(?!-c[ea]).+)/,Pa=new RegExp("^("+S+")(.*)$","i"),Qa=new RegExp("^([+-])=("+S+")","i"),Ra={position:"absolute",visibility:"hidden",display:"block"},Sa={letterSpacing:"0",fontWeight:"400"},Ta=["Webkit","O","Moz","ms"];function Ua(a,b){if(b in a)return b;var c=b.charAt(0).toUpperCase()+b.slice(1),d=b,e=Ta.length;while(e--)if(b=Ta[e]+c,b in a)return b;return d}function Va(a,b){for(var c,d,e,f=[],g=0,h=a.length;h>g;g++)d=a[g],d.style&&(f[g]=m._data(d,"olddisplay"),c=d.style.display,b?(f[g]||"none"!==c||(d.style.display=""),""===d.style.display&&U(d)&&(f[g]=m._data(d,"olddisplay",Fa(d.nodeName)))):(e=U(d),(c&&"none"!==c||!e)&&m._data(d,"olddisplay",e?c:m.css(d,"display"))));for(g=0;h>g;g++)d=a[g],d.style&&(b&&"none"!==d.style.display&&""!==d.style.display||(d.style.display=b?f[g]||"":"none"));return a}function Wa(a,b,c){var d=Pa.exec(b);return d?Math.max(0,d[1]-(c||0))+(d[2]||"px"):b}function Xa(a,b,c,d,e){for(var f=c===(d?"border":"content")?4:"width"===b?1:0,g=0;4>f;f+=2)"margin"===c&&(g+=m.css(a,c+T[f],!0,e)),d?("content"===c&&(g-=m.css(a,"padding"+T[f],!0,e)),"margin"!==c&&(g-=m.css(a,"border"+T[f]+"Width",!0,e))):(g+=m.css(a,"padding"+T[f],!0,e),"padding"!==c&&(g+=m.css(a,"border"+T[f]+"Width",!0,e)));return g}function Ya(a,b,c){var d=!0,e="width"===b?a.offsetWidth:a.offsetHeight,f=Ia(a),g=k.boxSizing&&"border-box"===m.css(a,"boxSizing",!1,f);if(0>=e||null==e){if(e=Ja(a,b,f),(0>e||null==e)&&(e=a.style[b]),Ha.test(e))return e;d=g&&(k.boxSizingReliable()||e===a.style[b]),e=parseFloat(e)||0}return e+Xa(a,b,c||(g?"border":"content"),d,f)+"px"}m.extend({cssHooks:{opacity:{get:function(a,b){if(b){var c=Ja(a,"opacity");return""===c?"1":c}}}},cssNumber:{columnCount:!0,fillOpacity:!0,flexGrow:!0,flexShrink:!0,fontWeight:!0,lineHeight:!0,opacity:!0,order:!0,orphans:!0,widows:!0,zIndex:!0,zoom:!0},cssProps:{"float":k.cssFloat?"cssFloat":"styleFloat"},style:function(a,b,c,d){if(a&&3!==a.nodeType&&8!==a.nodeType&&a.style){var e,f,g,h=m.camelCase(b),i=a.style;if(b=m.cssProps[h]||(m.cssProps[h]=Ua(i,h)),g=m.cssHooks[b]||m.cssHooks[h],void 0===c)return g&&"get"in g&&void 0!==(e=g.get(a,!1,d))?e:i[b];if(f=typeof c,"string"===f&&(e=Qa.exec(c))&&(c=(e[1]+1)*e[2]+parseFloat(m.css(a,b)),f="number"),null!=c&&c===c&&("number"!==f||m.cssNumber[h]||(c+="px"),k.clearCloneStyle||""!==c||0!==b.indexOf("background")||(i[b]="inherit"),!(g&&"set"in g&&void 0===(c=g.set(a,c,d)))))try{i[b]=c}catch(j){}}},css:function(a,b,c,d){var e,f,g,h=m.camelCase(b);return b=m.cssProps[h]||(m.cssProps[h]=Ua(a.style,h)),g=m.cssHooks[b]||m.cssHooks[h],g&&"get"in g&&(f=g.get(a,!0,c)),void 0===f&&(f=Ja(a,b,d)),"normal"===f&&b in Sa&&(f=Sa[b]),""===c||c?(e=parseFloat(f),c===!0||m.isNumeric(e)?e||0:f):f}}),m.each(["height","width"],function(a,b){m.cssHooks[b]={get:function(a,c,d){return c?Oa.test(m.css(a,"display"))&&0===a.offsetWidth?m.swap(a,Ra,function(){return Ya(a,b,d)}):Ya(a,b,d):void 0},set:function(a,c,d){var e=d&&Ia(a);return Wa(a,c,d?Xa(a,b,d,k.boxSizing&&"border-box"===m.css(a,"boxSizing",!1,e),e):0)}}}),k.opacity||(m.cssHooks.opacity={get:function(a,b){return Na.test((b&&a.currentStyle?a.currentStyle.filter:a.style.filter)||"")?.01*parseFloat(RegExp.$1)+"":b?"1":""},set:function(a,b){var c=a.style,d=a.currentStyle,e=m.isNumeric(b)?"alpha(opacity="+100*b+")":"",f=d&&d.filter||c.filter||"";c.zoom=1,(b>=1||""===b)&&""===m.trim(f.replace(Ma,""))&&c.removeAttribute&&(c.removeAttribute("filter"),""===b||d&&!d.filter)||(c.filter=Ma.test(f)?f.replace(Ma,e):f+" "+e)}}),m.cssHooks.marginRight=La(k.reliableMarginRight,function(a,b){return b?m.swap(a,{display:"inline-block"},Ja,[a,"marginRight"]):void 0}),m.each({margin:"",padding:"",border:"Width"},function(a,b){m.cssHooks[a+b]={expand:function(c){for(var d=0,e={},f="string"==typeof c?c.split(" "):[c];4>d;d++)e[a+T[d]+b]=f[d]||f[d-2]||f[0];return e}},Ga.test(a)||(m.cssHooks[a+b].set=Wa)}),m.fn.extend({css:function(a,b){return V(this,function(a,b,c){var d,e,f={},g=0;if(m.isArray(b)){for(d=Ia(a),e=b.length;e>g;g++)f[b[g]]=m.css(a,b[g],!1,d);return f}return void 0!==c?m.style(a,b,c):m.css(a,b)},a,b,arguments.length>1)},show:function(){return Va(this,!0)},hide:function(){return Va(this)},toggle:function(a){return"boolean"==typeof a?a?this.show():this.hide():this.each(function(){U(this)?m(this).show():m(this).hide()})}});function Za(a,b,c,d,e){
+return new Za.prototype.init(a,b,c,d,e)}m.Tween=Za,Za.prototype={constructor:Za,init:function(a,b,c,d,e,f){this.elem=a,this.prop=c,this.easing=e||"swing",this.options=b,this.start=this.now=this.cur(),this.end=d,this.unit=f||(m.cssNumber[c]?"":"px")},cur:function(){var a=Za.propHooks[this.prop];return a&&a.get?a.get(this):Za.propHooks._default.get(this)},run:function(a){var b,c=Za.propHooks[this.prop];return this.options.duration?this.pos=b=m.easing[this.easing](a,this.options.duration*a,0,1,this.options.duration):this.pos=b=a,this.now=(this.end-this.start)*b+this.start,this.options.step&&this.options.step.call(this.elem,this.now,this),c&&c.set?c.set(this):Za.propHooks._default.set(this),this}},Za.prototype.init.prototype=Za.prototype,Za.propHooks={_default:{get:function(a){var b;return null==a.elem[a.prop]||a.elem.style&&null!=a.elem.style[a.prop]?(b=m.css(a.elem,a.prop,""),b&&"auto"!==b?b:0):a.elem[a.prop]},set:function(a){m.fx.step[a.prop]?m.fx.step[a.prop](a):a.elem.style&&(null!=a.elem.style[m.cssProps[a.prop]]||m.cssHooks[a.prop])?m.style(a.elem,a.prop,a.now+a.unit):a.elem[a.prop]=a.now}}},Za.propHooks.scrollTop=Za.propHooks.scrollLeft={set:function(a){a.elem.nodeType&&a.elem.parentNode&&(a.elem[a.prop]=a.now)}},m.easing={linear:function(a){return a},swing:function(a){return.5-Math.cos(a*Math.PI)/2}},m.fx=Za.prototype.init,m.fx.step={};var $a,_a,ab=/^(?:toggle|show|hide)$/,bb=new RegExp("^(?:([+-])=|)("+S+")([a-z%]*)$","i"),cb=/queueHooks$/,db=[ib],eb={"*":[function(a,b){var c=this.createTween(a,b),d=c.cur(),e=bb.exec(b),f=e&&e[3]||(m.cssNumber[a]?"":"px"),g=(m.cssNumber[a]||"px"!==f&&+d)&&bb.exec(m.css(c.elem,a)),h=1,i=20;if(g&&g[3]!==f){f=f||g[3],e=e||[],g=+d||1;do h=h||".5",g/=h,m.style(c.elem,a,g+f);while(h!==(h=c.cur()/d)&&1!==h&&--i)}return e&&(g=c.start=+g||+d||0,c.unit=f,c.end=e[1]?g+(e[1]+1)*e[2]:+e[2]),c}]};function fb(){return setTimeout(function(){$a=void 0}),$a=m.now()}function gb(a,b){var c,d={height:a},e=0;for(b=b?1:0;4>e;e+=2-b)c=T[e],d["margin"+c]=d["padding"+c]=a;return b&&(d.opacity=d.width=a),d}function hb(a,b,c){for(var d,e=(eb[b]||[]).concat(eb["*"]),f=0,g=e.length;g>f;f++)if(d=e[f].call(c,b,a))return d}function ib(a,b,c){var d,e,f,g,h,i,j,l,n=this,o={},p=a.style,q=a.nodeType&&U(a),r=m._data(a,"fxshow");c.queue||(h=m._queueHooks(a,"fx"),null==h.unqueued&&(h.unqueued=0,i=h.empty.fire,h.empty.fire=function(){h.unqueued||i()}),h.unqueued++,n.always(function(){n.always(function(){h.unqueued--,m.queue(a,"fx").length||h.empty.fire()})})),1===a.nodeType&&("height"in b||"width"in b)&&(c.overflow=[p.overflow,p.overflowX,p.overflowY],j=m.css(a,"display"),l="none"===j?m._data(a,"olddisplay")||Fa(a.nodeName):j,"inline"===l&&"none"===m.css(a,"float")&&(k.inlineBlockNeedsLayout&&"inline"!==Fa(a.nodeName)?p.zoom=1:p.display="inline-block")),c.overflow&&(p.overflow="hidden",k.shrinkWrapBlocks()||n.always(function(){p.overflow=c.overflow[0],p.overflowX=c.overflow[1],p.overflowY=c.overflow[2]}));for(d in b)if(e=b[d],ab.exec(e)){if(delete b[d],f=f||"toggle"===e,e===(q?"hide":"show")){if("show"!==e||!r||void 0===r[d])continue;q=!0}o[d]=r&&r[d]||m.style(a,d)}else j=void 0;if(m.isEmptyObject(o))"inline"===("none"===j?Fa(a.nodeName):j)&&(p.display=j);else{r?"hidden"in r&&(q=r.hidden):r=m._data(a,"fxshow",{}),f&&(r.hidden=!q),q?m(a).show():n.done(function(){m(a).hide()}),n.done(function(){var b;m._removeData(a,"fxshow");for(b in o)m.style(a,b,o[b])});for(d in o)g=hb(q?r[d]:0,d,n),d in r||(r[d]=g.start,q&&(g.end=g.start,g.start="width"===d||"height"===d?1:0))}}function jb(a,b){var c,d,e,f,g;for(c in a)if(d=m.camelCase(c),e=b[d],f=a[c],m.isArray(f)&&(e=f[1],f=a[c]=f[0]),c!==d&&(a[d]=f,delete a[c]),g=m.cssHooks[d],g&&"expand"in g){f=g.expand(f),delete a[d];for(c in f)c in a||(a[c]=f[c],b[c]=e)}else b[d]=e}function kb(a,b,c){var d,e,f=0,g=db.length,h=m.Deferred().always(function(){delete i.elem}),i=function(){if(e)return!1;for(var b=$a||fb(),c=Math.max(0,j.startTime+j.duration-b),d=c/j.duration||0,f=1-d,g=0,i=j.tweens.length;i>g;g++)j.tweens[g].run(f);return h.notifyWith(a,[j,f,c]),1>f&&i?c:(h.resolveWith(a,[j]),!1)},j=h.promise({elem:a,props:m.extend({},b),opts:m.extend(!0,{specialEasing:{}},c),originalProperties:b,originalOptions:c,startTime:$a||fb(),duration:c.duration,tweens:[],createTween:function(b,c){var d=m.Tween(a,j.opts,b,c,j.opts.specialEasing[b]||j.opts.easing);return j.tweens.push(d),d},stop:function(b){var c=0,d=b?j.tweens.length:0;if(e)return this;for(e=!0;d>c;c++)j.tweens[c].run(1);return b?h.resolveWith(a,[j,b]):h.rejectWith(a,[j,b]),this}}),k=j.props;for(jb(k,j.opts.specialEasing);g>f;f++)if(d=db[f].call(j,a,k,j.opts))return d;return m.map(k,hb,j),m.isFunction(j.opts.start)&&j.opts.start.call(a,j),m.fx.timer(m.extend(i,{elem:a,anim:j,queue:j.opts.queue})),j.progress(j.opts.progress).done(j.opts.done,j.opts.complete).fail(j.opts.fail).always(j.opts.always)}m.Animation=m.extend(kb,{tweener:function(a,b){m.isFunction(a)?(b=a,a=["*"]):a=a.split(" ");for(var c,d=0,e=a.length;e>d;d++)c=a[d],eb[c]=eb[c]||[],eb[c].unshift(b)},prefilter:function(a,b){b?db.unshift(a):db.push(a)}}),m.speed=function(a,b,c){var d=a&&"object"==typeof a?m.extend({},a):{complete:c||!c&&b||m.isFunction(a)&&a,duration:a,easing:c&&b||b&&!m.isFunction(b)&&b};return d.duration=m.fx.off?0:"number"==typeof d.duration?d.duration:d.duration in m.fx.speeds?m.fx.speeds[d.duration]:m.fx.speeds._default,(null==d.queue||d.queue===!0)&&(d.queue="fx"),d.old=d.complete,d.complete=function(){m.isFunction(d.old)&&d.old.call(this),d.queue&&m.dequeue(this,d.queue)},d},m.fn.extend({fadeTo:function(a,b,c,d){return this.filter(U).css("opacity",0).show().end().animate({opacity:b},a,c,d)},animate:function(a,b,c,d){var e=m.isEmptyObject(a),f=m.speed(b,c,d),g=function(){var b=kb(this,m.extend({},a),f);(e||m._data(this,"finish"))&&b.stop(!0)};return g.finish=g,e||f.queue===!1?this.each(g):this.queue(f.queue,g)},stop:function(a,b,c){var d=function(a){var b=a.stop;delete a.stop,b(c)};return"string"!=typeof a&&(c=b,b=a,a=void 0),b&&a!==!1&&this.queue(a||"fx",[]),this.each(function(){var b=!0,e=null!=a&&a+"queueHooks",f=m.timers,g=m._data(this);if(e)g[e]&&g[e].stop&&d(g[e]);else for(e in g)g[e]&&g[e].stop&&cb.test(e)&&d(g[e]);for(e=f.length;e--;)f[e].elem!==this||null!=a&&f[e].queue!==a||(f[e].anim.stop(c),b=!1,f.splice(e,1));(b||!c)&&m.dequeue(this,a)})},finish:function(a){return a!==!1&&(a=a||"fx"),this.each(function(){var b,c=m._data(this),d=c[a+"queue"],e=c[a+"queueHooks"],f=m.timers,g=d?d.length:0;for(c.finish=!0,m.queue(this,a,[]),e&&e.stop&&e.stop.call(this,!0),b=f.length;b--;)f[b].elem===this&&f[b].queue===a&&(f[b].anim.stop(!0),f.splice(b,1));for(b=0;g>b;b++)d[b]&&d[b].finish&&d[b].finish.call(this);delete c.finish})}}),m.each(["toggle","show","hide"],function(a,b){var c=m.fn[b];m.fn[b]=function(a,d,e){return null==a||"boolean"==typeof a?c.apply(this,arguments):this.animate(gb(b,!0),a,d,e)}}),m.each({slideDown:gb("show"),slideUp:gb("hide"),slideToggle:gb("toggle"),fadeIn:{opacity:"show"},fadeOut:{opacity:"hide"},fadeToggle:{opacity:"toggle"}},function(a,b){m.fn[a]=function(a,c,d){return this.animate(b,a,c,d)}}),m.timers=[],m.fx.tick=function(){var a,b=m.timers,c=0;for($a=m.now();c<b.length;c++)a=b[c],a()||b[c]!==a||b.splice(c--,1);b.length||m.fx.stop(),$a=void 0},m.fx.timer=function(a){m.timers.push(a),a()?m.fx.start():m.timers.pop()},m.fx.interval=13,m.fx.start=function(){_a||(_a=setInterval(m.fx.tick,m.fx.interval))},m.fx.stop=function(){clearInterval(_a),_a=null},m.fx.speeds={slow:600,fast:200,_default:400},m.fn.delay=function(a,b){return a=m.fx?m.fx.speeds[a]||a:a,b=b||"fx",this.queue(b,function(b,c){var d=setTimeout(b,a);c.stop=function(){clearTimeout(d)}})},function(){var a,b,c,d,e;b=y.createElement("div"),b.setAttribute("className","t"),b.innerHTML="  <link/><table></table><a href='/a'>a</a><input type='checkbox'/>",d=b.getElementsByTagName("a")[0],c=y.createElement("select"),e=c.appendChild(y.createElement("option")),a=b.getElementsByTagName("input")[0],d.style.cssText="top:1px",k.getSetAttribute="t"!==b.className,k.style=/top/.test(d.getAttribute("style")),k.hrefNormalized="/a"===d.getAttribute("href"),k.checkOn=!!a.value,k.optSelected=e.selected,k.enctype=!!y.createElement("form").enctype,c.disabled=!0,k.optDisabled=!e.disabled,a=y.createElement("input"),a.setAttribute("value",""),k.input=""===a.getAttribute("value"),a.value="t",a.setAttribute("type","radio"),k.radioValue="t"===a.value}();var lb=/\r/g;m.fn.extend({val:function(a){var b,c,d,e=this[0];{if(arguments.length)return d=m.isFunction(a),this.each(function(c){var e;1===this.nodeType&&(e=d?a.call(this,c,m(this).val()):a,null==e?e="":"number"==typeof e?e+="":m.isArray(e)&&(e=m.map(e,function(a){return null==a?"":a+""})),b=m.valHooks[this.type]||m.valHooks[this.nodeName.toLowerCase()],b&&"set"in b&&void 0!==b.set(this,e,"value")||(this.value=e))});if(e)return b=m.valHooks[e.type]||m.valHooks[e.nodeName.toLowerCase()],b&&"get"in b&&void 0!==(c=b.get(e,"value"))?c:(c=e.value,"string"==typeof c?c.replace(lb,""):null==c?"":c)}}}),m.extend({valHooks:{option:{get:function(a){var b=m.find.attr(a,"value");return null!=b?b:m.trim(m.text(a))}},select:{get:function(a){for(var b,c,d=a.options,e=a.selectedIndex,f="select-one"===a.type||0>e,g=f?null:[],h=f?e+1:d.length,i=0>e?h:f?e:0;h>i;i++)if(c=d[i],!(!c.selected&&i!==e||(k.optDisabled?c.disabled:null!==c.getAttribute("disabled"))||c.parentNode.disabled&&m.nodeName(c.parentNode,"optgroup"))){if(b=m(c).val(),f)return b;g.push(b)}return g},set:function(a,b){var c,d,e=a.options,f=m.makeArray(b),g=e.length;while(g--)if(d=e[g],m.inArray(m.valHooks.option.get(d),f)>=0)try{d.selected=c=!0}catch(h){d.scrollHeight}else d.selected=!1;return c||(a.selectedIndex=-1),e}}}}),m.each(["radio","checkbox"],function(){m.valHooks[this]={set:function(a,b){return m.isArray(b)?a.checked=m.inArray(m(a).val(),b)>=0:void 0}},k.checkOn||(m.valHooks[this].get=function(a){return null===a.getAttribute("value")?"on":a.value})});var mb,nb,ob=m.expr.attrHandle,pb=/^(?:checked|selected)$/i,qb=k.getSetAttribute,rb=k.input;m.fn.extend({attr:function(a,b){return V(this,m.attr,a,b,arguments.length>1)},removeAttr:function(a){return this.each(function(){m.removeAttr(this,a)})}}),m.extend({attr:function(a,b,c){var d,e,f=a.nodeType;if(a&&3!==f&&8!==f&&2!==f)return typeof a.getAttribute===K?m.prop(a,b,c):(1===f&&m.isXMLDoc(a)||(b=b.toLowerCase(),d=m.attrHooks[b]||(m.expr.match.bool.test(b)?nb:mb)),void 0===c?d&&"get"in d&&null!==(e=d.get(a,b))?e:(e=m.find.attr(a,b),null==e?void 0:e):null!==c?d&&"set"in d&&void 0!==(e=d.set(a,c,b))?e:(a.setAttribute(b,c+""),c):void m.removeAttr(a,b))},removeAttr:function(a,b){var c,d,e=0,f=b&&b.match(E);if(f&&1===a.nodeType)while(c=f[e++])d=m.propFix[c]||c,m.expr.match.bool.test(c)?rb&&qb||!pb.test(c)?a[d]=!1:a[m.camelCase("default-"+c)]=a[d]=!1:m.attr(a,c,""),a.removeAttribute(qb?c:d)},attrHooks:{type:{set:function(a,b){if(!k.radioValue&&"radio"===b&&m.nodeName(a,"input")){var c=a.value;return a.setAttribute("type",b),c&&(a.value=c),b}}}}}),nb={set:function(a,b,c){return b===!1?m.removeAttr(a,c):rb&&qb||!pb.test(c)?a.setAttribute(!qb&&m.propFix[c]||c,c):a[m.camelCase("default-"+c)]=a[c]=!0,c}},m.each(m.expr.match.bool.source.match(/\w+/g),function(a,b){var c=ob[b]||m.find.attr;ob[b]=rb&&qb||!pb.test(b)?function(a,b,d){var e,f;return d||(f=ob[b],ob[b]=e,e=null!=c(a,b,d)?b.toLowerCase():null,ob[b]=f),e}:function(a,b,c){return c?void 0:a[m.camelCase("default-"+b)]?b.toLowerCase():null}}),rb&&qb||(m.attrHooks.value={set:function(a,b,c){return m.nodeName(a,"input")?void(a.defaultValue=b):mb&&mb.set(a,b,c)}}),qb||(mb={set:function(a,b,c){var d=a.getAttributeNode(c);return d||a.setAttributeNode(d=a.ownerDocument.createAttribute(c)),d.value=b+="","value"===c||b===a.getAttribute(c)?b:void 0}},ob.id=ob.name=ob.coords=function(a,b,c){var d;return c?void 0:(d=a.getAttributeNode(b))&&""!==d.value?d.value:null},m.valHooks.button={get:function(a,b){var c=a.getAttributeNode(b);return c&&c.specified?c.value:void 0},set:mb.set},m.attrHooks.contenteditable={set:function(a,b,c){mb.set(a,""===b?!1:b,c)}},m.each(["width","height"],function(a,b){m.attrHooks[b]={set:function(a,c){return""===c?(a.setAttribute(b,"auto"),c):void 0}}})),k.style||(m.attrHooks.style={get:function(a){return a.style.cssText||void 0},set:function(a,b){return a.style.cssText=b+""}});var sb=/^(?:input|select|textarea|button|object)$/i,tb=/^(?:a|area)$/i;m.fn.extend({prop:function(a,b){return V(this,m.prop,a,b,arguments.length>1)},removeProp:function(a){return a=m.propFix[a]||a,this.each(function(){try{this[a]=void 0,delete this[a]}catch(b){}})}}),m.extend({propFix:{"for":"htmlFor","class":"className"},prop:function(a,b,c){var d,e,f,g=a.nodeType;if(a&&3!==g&&8!==g&&2!==g)return f=1!==g||!m.isXMLDoc(a),f&&(b=m.propFix[b]||b,e=m.propHooks[b]),void 0!==c?e&&"set"in e&&void 0!==(d=e.set(a,c,b))?d:a[b]=c:e&&"get"in e&&null!==(d=e.get(a,b))?d:a[b]},propHooks:{tabIndex:{get:function(a){var b=m.find.attr(a,"tabindex");return b?parseInt(b,10):sb.test(a.nodeName)||tb.test(a.nodeName)&&a.href?0:-1}}}}),k.hrefNormalized||m.each(["href","src"],function(a,b){m.propHooks[b]={get:function(a){return a.getAttribute(b,4)}}}),k.optSelected||(m.propHooks.selected={get:function(a){var b=a.parentNode;return b&&(b.selectedIndex,b.parentNode&&b.parentNode.selectedIndex),null}}),m.each(["tabIndex","readOnly","maxLength","cellSpacing","cellPadding","rowSpan","colSpan","useMap","frameBorder","contentEditable"],function(){m.propFix[this.toLowerCase()]=this}),k.enctype||(m.propFix.enctype="encoding");var ub=/[\t\r\n\f]/g;m.fn.extend({addClass:function(a){var b,c,d,e,f,g,h=0,i=this.length,j="string"==typeof a&&a;if(m.isFunction(a))return this.each(function(b){m(this).addClass(a.call(this,b,this.className))});if(j)for(b=(a||"").match(E)||[];i>h;h++)if(c=this[h],d=1===c.nodeType&&(c.className?(" "+c.className+" ").replace(ub," "):" ")){f=0;while(e=b[f++])d.indexOf(" "+e+" ")<0&&(d+=e+" ");g=m.trim(d),c.className!==g&&(c.className=g)}return this},removeClass:function(a){var b,c,d,e,f,g,h=0,i=this.length,j=0===arguments.length||"string"==typeof a&&a;if(m.isFunction(a))return this.each(function(b){m(this).removeClass(a.call(this,b,this.className))});if(j)for(b=(a||"").match(E)||[];i>h;h++)if(c=this[h],d=1===c.nodeType&&(c.className?(" "+c.className+" ").replace(ub," "):"")){f=0;while(e=b[f++])while(d.indexOf(" "+e+" ")>=0)d=d.replace(" "+e+" "," ");g=a?m.trim(d):"",c.className!==g&&(c.className=g)}return this},toggleClass:function(a,b){var c=typeof a;return"boolean"==typeof b&&"string"===c?b?this.addClass(a):this.removeClass(a):this.each(m.isFunction(a)?function(c){m(this).toggleClass(a.call(this,c,this.className,b),b)}:function(){if("string"===c){var b,d=0,e=m(this),f=a.match(E)||[];while(b=f[d++])e.hasClass(b)?e.removeClass(b):e.addClass(b)}else(c===K||"boolean"===c)&&(this.className&&m._data(this,"__className__",this.className),this.className=this.className||a===!1?"":m._data(this,"__className__")||"")})},hasClass:function(a){for(var b=" "+a+" ",c=0,d=this.length;d>c;c++)if(1===this[c].nodeType&&(" "+this[c].className+" ").replace(ub," ").indexOf(b)>=0)return!0;return!1}}),m.each("blur focus focusin focusout load resize scroll unload click dblclick mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave change select submit keydown keypress keyup error contextmenu".split(" "),function(a,b){m.fn[b]=function(a,c){return arguments.length>0?this.on(b,null,a,c):this.trigger(b)}}),m.fn.extend({hover:function(a,b){return this.mouseenter(a).mouseleave(b||a)},bind:function(a,b,c){return this.on(a,null,b,c)},unbind:function(a,b){return this.off(a,null,b)},delegate:function(a,b,c,d){return this.on(b,a,c,d)},undelegate:function(a,b,c){return 1===arguments.length?this.off(a,"**"):this.off(b,a||"**",c)}});var vb=m.now(),wb=/\?/,xb=/(,)|(\[|{)|(}|])|"(?:[^"\\\r\n]|\\["\\\/bfnrt]|\\u[\da-fA-F]{4})*"\s*:?|true|false|null|-?(?!0\d)\d+(?:\.\d+|)(?:[eE][+-]?\d+|)/g;m.parseJSON=function(b){if(a.JSON&&a.JSON.parse)return a.JSON.parse(b+"");var c,d=null,e=m.trim(b+"");return e&&!m.trim(e.replace(xb,function(a,b,e,f){return c&&b&&(d=0),0===d?a:(c=e||b,d+=!f-!e,"")}))?Function("return "+e)():m.error("Invalid JSON: "+b)},m.parseXML=function(b){var c,d;if(!b||"string"!=typeof b)return null;try{a.DOMParser?(d=new DOMParser,c=d.parseFromString(b,"text/xml")):(c=new ActiveXObject("Microsoft.XMLDOM"),c.async="false",c.loadXML(b))}catch(e){c=void 0}return c&&c.documentElement&&!c.getElementsByTagName("parsererror").length||m.error("Invalid XML: "+b),c};var yb,zb,Ab=/#.*$/,Bb=/([?&])_=[^&]*/,Cb=/^(.*?):[ \t]*([^\r\n]*)\r?$/gm,Db=/^(?:about|app|app-storage|.+-extension|file|res|widget):$/,Eb=/^(?:GET|HEAD)$/,Fb=/^\/\//,Gb=/^([\w.+-]+:)(?:\/\/(?:[^\/?#]*@|)([^\/?#:]*)(?::(\d+)|)|)/,Hb={},Ib={},Jb="*/".concat("*");try{zb=location.href}catch(Kb){zb=y.createElement("a"),zb.href="",zb=zb.href}yb=Gb.exec(zb.toLowerCase())||[];function Lb(a){return function(b,c){"string"!=typeof b&&(c=b,b="*");var d,e=0,f=b.toLowerCase().match(E)||[];if(m.isFunction(c))while(d=f[e++])"+"===d.charAt(0)?(d=d.slice(1)||"*",(a[d]=a[d]||[]).unshift(c)):(a[d]=a[d]||[]).push(c)}}function Mb(a,b,c,d){var e={},f=a===Ib;function g(h){var i;return e[h]=!0,m.each(a[h]||[],function(a,h){var j=h(b,c,d);return"string"!=typeof j||f||e[j]?f?!(i=j):void 0:(b.dataTypes.unshift(j),g(j),!1)}),i}return g(b.dataTypes[0])||!e["*"]&&g("*")}function Nb(a,b){var c,d,e=m.ajaxSettings.flatOptions||{};for(d in b)void 0!==b[d]&&((e[d]?a:c||(c={}))[d]=b[d]);return c&&m.extend(!0,a,c),a}function Ob(a,b,c){var d,e,f,g,h=a.contents,i=a.dataTypes;while("*"===i[0])i.shift(),void 0===e&&(e=a.mimeType||b.getResponseHeader("Content-Type"));if(e)for(g in h)if(h[g]&&h[g].test(e)){i.unshift(g);break}if(i[0]in c)f=i[0];else{for(g in c){if(!i[0]||a.converters[g+" "+i[0]]){f=g;break}d||(d=g)}f=f||d}return f?(f!==i[0]&&i.unshift(f),c[f]):void 0}function Pb(a,b,c,d){var e,f,g,h,i,j={},k=a.dataTypes.slice();if(k[1])for(g in a.converters)j[g.toLowerCase()]=a.converters[g];f=k.shift();while(f)if(a.responseFields[f]&&(c[a.responseFields[f]]=b),!i&&d&&a.dataFilter&&(b=a.dataFilter(b,a.dataType)),i=f,f=k.shift())if("*"===f)f=i;else if("*"!==i&&i!==f){if(g=j[i+" "+f]||j["* "+f],!g)for(e in j)if(h=e.split(" "),h[1]===f&&(g=j[i+" "+h[0]]||j["* "+h[0]])){g===!0?g=j[e]:j[e]!==!0&&(f=h[0],k.unshift(h[1]));break}if(g!==!0)if(g&&a["throws"])b=g(b);else try{b=g(b)}catch(l){return{state:"parsererror",error:g?l:"No conversion from "+i+" to "+f}}}return{state:"success",data:b}}m.extend({active:0,lastModified:{},etag:{},ajaxSettings:{url:zb,type:"GET",isLocal:Db.test(yb[1]),global:!0,processData:!0,async:!0,contentType:"application/x-www-form-urlencoded; charset=UTF-8",accepts:{"*":Jb,text:"text/plain",html:"text/html",xml:"application/xml, text/xml",json:"application/json, text/javascript"},contents:{xml:/xml/,html:/html/,json:/json/},responseFields:{xml:"responseXML",text:"responseText",json:"responseJSON"},converters:{"* text":String,"text html":!0,"text json":m.parseJSON,"text xml":m.parseXML},flatOptions:{url:!0,context:!0}},ajaxSetup:function(a,b){return b?Nb(Nb(a,m.ajaxSettings),b):Nb(m.ajaxSettings,a)},ajaxPrefilter:Lb(Hb),ajaxTransport:Lb(Ib),ajax:function(a,b){"object"==typeof a&&(b=a,a=void 0),b=b||{};var c,d,e,f,g,h,i,j,k=m.ajaxSetup({},b),l=k.context||k,n=k.context&&(l.nodeType||l.jquery)?m(l):m.event,o=m.Deferred(),p=m.Callbacks("once memory"),q=k.statusCode||{},r={},s={},t=0,u="canceled",v={readyState:0,getResponseHeader:function(a){var b;if(2===t){if(!j){j={};while(b=Cb.exec(f))j[b[1].toLowerCase()]=b[2]}b=j[a.toLowerCase()]}return null==b?null:b},getAllResponseHeaders:function(){return 2===t?f:null},setRequestHeader:function(a,b){var c=a.toLowerCase();return t||(a=s[c]=s[c]||a,r[a]=b),this},overrideMimeType:function(a){return t||(k.mimeType=a),this},statusCode:function(a){var b;if(a)if(2>t)for(b in a)q[b]=[q[b],a[b]];else v.always(a[v.status]);return this},abort:function(a){var b=a||u;return i&&i.abort(b),x(0,b),this}};if(o.promise(v).complete=p.add,v.success=v.done,v.error=v.fail,k.url=((a||k.url||zb)+"").replace(Ab,"").replace(Fb,yb[1]+"//"),k.type=b.method||b.type||k.method||k.type,k.dataTypes=m.trim(k.dataType||"*").toLowerCase().match(E)||[""],null==k.crossDomain&&(c=Gb.exec(k.url.toLowerCase()),k.crossDomain=!(!c||c[1]===yb[1]&&c[2]===yb[2]&&(c[3]||("http:"===c[1]?"80":"443"))===(yb[3]||("http:"===yb[1]?"80":"443")))),k.data&&k.processData&&"string"!=typeof k.data&&(k.data=m.param(k.data,k.traditional)),Mb(Hb,k,b,v),2===t)return v;h=m.event&&k.global,h&&0===m.active++&&m.event.trigger("ajaxStart"),k.type=k.type.toUpperCase(),k.hasContent=!Eb.test(k.type),e=k.url,k.hasContent||(k.data&&(e=k.url+=(wb.test(e)?"&":"?")+k.data,delete k.data),k.cache===!1&&(k.url=Bb.test(e)?e.replace(Bb,"$1_="+vb++):e+(wb.test(e)?"&":"?")+"_="+vb++)),k.ifModified&&(m.lastModified[e]&&v.setRequestHeader("If-Modified-Since",m.lastModified[e]),m.etag[e]&&v.setRequestHeader("If-None-Match",m.etag[e])),(k.data&&k.hasContent&&k.contentType!==!1||b.contentType)&&v.setRequestHeader("Content-Type",k.contentType),v.setRequestHeader("Accept",k.dataTypes[0]&&k.accepts[k.dataTypes[0]]?k.accepts[k.dataTypes[0]]+("*"!==k.dataTypes[0]?", "+Jb+"; q=0.01":""):k.accepts["*"]);for(d in k.headers)v.setRequestHeader(d,k.headers[d]);if(k.beforeSend&&(k.beforeSend.call(l,v,k)===!1||2===t))return v.abort();u="abort";for(d in{success:1,error:1,complete:1})v[d](k[d]);if(i=Mb(Ib,k,b,v)){v.readyState=1,h&&n.trigger("ajaxSend",[v,k]),k.async&&k.timeout>0&&(g=setTimeout(function(){v.abort("timeout")},k.timeout));try{t=1,i.send(r,x)}catch(w){if(!(2>t))throw w;x(-1,w)}}else x(-1,"No Transport");function x(a,b,c,d){var j,r,s,u,w,x=b;2!==t&&(t=2,g&&clearTimeout(g),i=void 0,f=d||"",v.readyState=a>0?4:0,j=a>=200&&300>a||304===a,c&&(u=Ob(k,v,c)),u=Pb(k,u,v,j),j?(k.ifModified&&(w=v.getResponseHeader("Last-Modified"),w&&(m.lastModified[e]=w),w=v.getResponseHeader("etag"),w&&(m.etag[e]=w)),204===a||"HEAD"===k.type?x="nocontent":304===a?x="notmodified":(x=u.state,r=u.data,s=u.error,j=!s)):(s=x,(a||!x)&&(x="error",0>a&&(a=0))),v.status=a,v.statusText=(b||x)+"",j?o.resolveWith(l,[r,x,v]):o.rejectWith(l,[v,x,s]),v.statusCode(q),q=void 0,h&&n.trigger(j?"ajaxSuccess":"ajaxError",[v,k,j?r:s]),p.fireWith(l,[v,x]),h&&(n.trigger("ajaxComplete",[v,k]),--m.active||m.event.trigger("ajaxStop")))}return v},getJSON:function(a,b,c){return m.get(a,b,c,"json")},getScript:function(a,b){return m.get(a,void 0,b,"script")}}),m.each(["get","post"],function(a,b){m[b]=function(a,c,d,e){return m.isFunction(c)&&(e=e||d,d=c,c=void 0),m.ajax({url:a,type:b,dataType:e,data:c,success:d})}}),m._evalUrl=function(a){return m.ajax({url:a,type:"GET",dataType:"script",async:!1,global:!1,"throws":!0})},m.fn.extend({wrapAll:function(a){if(m.isFunction(a))return this.each(function(b){m(this).wrapAll(a.call(this,b))});if(this[0]){var b=m(a,this[0].ownerDocument).eq(0).clone(!0);this[0].parentNode&&b.insertBefore(this[0]),b.map(function(){var a=this;while(a.firstChild&&1===a.firstChild.nodeType)a=a.firstChild;return a}).append(this)}return this},wrapInner:function(a){return this.each(m.isFunction(a)?function(b){m(this).wrapInner(a.call(this,b))}:function(){var b=m(this),c=b.contents();c.length?c.wrapAll(a):b.append(a)})},wrap:function(a){var b=m.isFunction(a);return this.each(function(c){m(this).wrapAll(b?a.call(this,c):a)})},unwrap:function(){return this.parent().each(function(){m.nodeName(this,"body")||m(this).replaceWith(this.childNodes)}).end()}}),m.expr.filters.hidden=function(a){return a.offsetWidth<=0&&a.offsetHeight<=0||!k.reliableHiddenOffsets()&&"none"===(a.style&&a.style.display||m.css(a,"display"))},m.expr.filters.visible=function(a){return!m.expr.filters.hidden(a)};var Qb=/%20/g,Rb=/\[\]$/,Sb=/\r?\n/g,Tb=/^(?:submit|button|image|reset|file)$/i,Ub=/^(?:input|select|textarea|keygen)/i;function Vb(a,b,c,d){var e;if(m.isArray(b))m.each(b,function(b,e){c||Rb.test(a)?d(a,e):Vb(a+"["+("object"==typeof e?b:"")+"]",e,c,d)});else if(c||"object"!==m.type(b))d(a,b);else for(e in b)Vb(a+"["+e+"]",b[e],c,d)}m.param=function(a,b){var c,d=[],e=function(a,b){b=m.isFunction(b)?b():null==b?"":b,d[d.length]=encodeURIComponent(a)+"="+encodeURIComponent(b)};if(void 0===b&&(b=m.ajaxSettings&&m.ajaxSettings.traditional),m.isArray(a)||a.jquery&&!m.isPlainObject(a))m.each(a,function(){e(this.name,this.value)});else for(c in a)Vb(c,a[c],b,e);return d.join("&").replace(Qb,"+")},m.fn.extend({serialize:function(){return m.param(this.serializeArray())},serializeArray:function(){return this.map(function(){var a=m.prop(this,"elements");return a?m.makeArray(a):this}).filter(function(){var a=this.type;return this.name&&!m(this).is(":disabled")&&Ub.test(this.nodeName)&&!Tb.test(a)&&(this.checked||!W.test(a))}).map(function(a,b){var c=m(this).val();return null==c?null:m.isArray(c)?m.map(c,function(a){return{name:b.name,value:a.replace(Sb,"\r\n")}}):{name:b.name,value:c.replace(Sb,"\r\n")}}).get()}}),m.ajaxSettings.xhr=void 0!==a.ActiveXObject?function(){return!this.isLocal&&/^(get|post|head|put|delete|options)$/i.test(this.type)&&Zb()||$b()}:Zb;var Wb=0,Xb={},Yb=m.ajaxSettings.xhr();a.attachEvent&&a.attachEvent("onunload",function(){for(var a in Xb)Xb[a](void 0,!0)}),k.cors=!!Yb&&"withCredentials"in Yb,Yb=k.ajax=!!Yb,Yb&&m.ajaxTransport(function(a){if(!a.crossDomain||k.cors){var b;return{send:function(c,d){var e,f=a.xhr(),g=++Wb;if(f.open(a.type,a.url,a.async,a.username,a.password),a.xhrFields)for(e in a.xhrFields)f[e]=a.xhrFields[e];a.mimeType&&f.overrideMimeType&&f.overrideMimeType(a.mimeType),a.crossDomain||c["X-Requested-With"]||(c["X-Requested-With"]="XMLHttpRequest");for(e in c)void 0!==c[e]&&f.setRequestHeader(e,c[e]+"");f.send(a.hasContent&&a.data||null),b=function(c,e){var h,i,j;if(b&&(e||4===f.readyState))if(delete Xb[g],b=void 0,f.onreadystatechange=m.noop,e)4!==f.readyState&&f.abort();else{j={},h=f.status,"string"==typeof f.responseText&&(j.text=f.responseText);try{i=f.statusText}catch(k){i=""}h||!a.isLocal||a.crossDomain?1223===h&&(h=204):h=j.text?200:404}j&&d(h,i,j,f.getAllResponseHeaders())},a.async?4===f.readyState?setTimeout(b):f.onreadystatechange=Xb[g]=b:b()},abort:function(){b&&b(void 0,!0)}}}});function Zb(){try{return new a.XMLHttpRequest}catch(b){}}function $b(){try{return new a.ActiveXObject("Microsoft.XMLHTTP")}catch(b){}}m.ajaxSetup({accepts:{script:"text/javascript, application/javascript, application/ecmascript, application/x-ecmascript"},contents:{script:/(?:java|ecma)script/},converters:{"text script":function(a){return m.globalEval(a),a}}}),m.ajaxPrefilter("script",function(a){void 0===a.cache&&(a.cache=!1),a.crossDomain&&(a.type="GET",a.global=!1)}),m.ajaxTransport("script",function(a){if(a.crossDomain){var b,c=y.head||m("head")[0]||y.documentElement;return{send:function(d,e){b=y.createElement("script"),b.async=!0,a.scriptCharset&&(b.charset=a.scriptCharset),b.src=a.url,b.onload=b.onreadystatechange=function(a,c){(c||!b.readyState||/loaded|complete/.test(b.readyState))&&(b.onload=b.onreadystatechange=null,b.parentNode&&b.parentNode.removeChild(b),b=null,c||e(200,"success"))},c.insertBefore(b,c.firstChild)},abort:function(){b&&b.onload(void 0,!0)}}}});var _b=[],ac=/(=)\?(?=&|$)|\?\?/;m.ajaxSetup({jsonp:"callback",jsonpCallback:function(){var a=_b.pop()||m.expando+"_"+vb++;return this[a]=!0,a}}),m.ajaxPrefilter("json jsonp",function(b,c,d){var e,f,g,h=b.jsonp!==!1&&(ac.test(b.url)?"url":"string"==typeof b.data&&!(b.contentType||"").indexOf("application/x-www-form-urlencoded")&&ac.test(b.data)&&"data");return h||"jsonp"===b.dataTypes[0]?(e=b.jsonpCallback=m.isFunction(b.jsonpCallback)?b.jsonpCallback():b.jsonpCallback,h?b[h]=b[h].replace(ac,"$1"+e):b.jsonp!==!1&&(b.url+=(wb.test(b.url)?"&":"?")+b.jsonp+"="+e),b.converters["script json"]=function(){return g||m.error(e+" was not called"),g[0]},b.dataTypes[0]="json",f=a[e],a[e]=function(){g=arguments},d.always(function(){a[e]=f,b[e]&&(b.jsonpCallback=c.jsonpCallback,_b.push(e)),g&&m.isFunction(f)&&f(g[0]),g=f=void 0}),"script"):void 0}),m.parseHTML=function(a,b,c){if(!a||"string"!=typeof a)return null;"boolean"==typeof b&&(c=b,b=!1),b=b||y;var d=u.exec(a),e=!c&&[];return d?[b.createElement(d[1])]:(d=m.buildFragment([a],b,e),e&&e.length&&m(e).remove(),m.merge([],d.childNodes))};var bc=m.fn.load;m.fn.load=function(a,b,c){if("string"!=typeof a&&bc)return bc.apply(this,arguments);var d,e,f,g=this,h=a.indexOf(" ");return h>=0&&(d=m.trim(a.slice(h,a.length)),a=a.slice(0,h)),m.isFunction(b)?(c=b,b=void 0):b&&"object"==typeof b&&(f="POST"),g.length>0&&m.ajax({url:a,type:f,dataType:"html",data:b}).done(function(a){e=arguments,g.html(d?m("<div>").append(m.parseHTML(a)).find(d):a)}).complete(c&&function(a,b){g.each(c,e||[a.responseText,b,a])}),this},m.each(["ajaxStart","ajaxStop","ajaxComplete","ajaxError","ajaxSuccess","ajaxSend"],function(a,b){m.fn[b]=function(a){return this.on(b,a)}}),m.expr.filters.animated=function(a){return m.grep(m.timers,function(b){return a===b.elem}).length};var cc=a.document.documentElement;function dc(a){return m.isWindow(a)?a:9===a.nodeType?a.defaultView||a.parentWindow:!1}m.offset={setOffset:function(a,b,c){var d,e,f,g,h,i,j,k=m.css(a,"position"),l=m(a),n={};"static"===k&&(a.style.position="relative"),h=l.offset(),f=m.css(a,"top"),i=m.css(a,"left"),j=("absolute"===k||"fixed"===k)&&m.inArray("auto",[f,i])>-1,j?(d=l.position(),g=d.top,e=d.left):(g=parseFloat(f)||0,e=parseFloat(i)||0),m.isFunction(b)&&(b=b.call(a,c,h)),null!=b.top&&(n.top=b.top-h.top+g),null!=b.left&&(n.left=b.left-h.left+e),"using"in b?b.using.call(a,n):l.css(n)}},m.fn.extend({offset:function(a){if(arguments.length)return void 0===a?this:this.each(function(b){m.offset.setOffset(this,a,b)});var b,c,d={top:0,left:0},e=this[0],f=e&&e.ownerDocument;if(f)return b=f.documentElement,m.contains(b,e)?(typeof e.getBoundingClientRect!==K&&(d=e.getBoundingClientRect()),c=dc(f),{top:d.top+(c.pageYOffset||b.scrollTop)-(b.clientTop||0),left:d.left+(c.pageXOffset||b.scrollLeft)-(b.clientLeft||0)}):d},position:function(){if(this[0]){var a,b,c={top:0,left:0},d=this[0];return"fixed"===m.css(d,"position")?b=d.getBoundingClientRect():(a=this.offsetParent(),b=this.offset(),m.nodeName(a[0],"html")||(c=a.offset()),c.top+=m.css(a[0],"borderTopWidth",!0),c.left+=m.css(a[0],"borderLeftWidth",!0)),{top:b.top-c.top-m.css(d,"marginTop",!0),left:b.left-c.left-m.css(d,"marginLeft",!0)}}},offsetParent:function(){return this.map(function(){var a=this.offsetParent||cc;while(a&&!m.nodeName(a,"html")&&"static"===m.css(a,"position"))a=a.offsetParent;return a||cc})}}),m.each({scrollLeft:"pageXOffset",scrollTop:"pageYOffset"},function(a,b){var c=/Y/.test(b);m.fn[a]=function(d){return V(this,function(a,d,e){var f=dc(a);return void 0===e?f?b in f?f[b]:f.document.documentElement[d]:a[d]:void(f?f.scrollTo(c?m(f).scrollLeft():e,c?e:m(f).scrollTop()):a[d]=e)},a,d,arguments.length,null)}}),m.each(["top","left"],function(a,b){m.cssHooks[b]=La(k.pixelPosition,function(a,c){return c?(c=Ja(a,b),Ha.test(c)?m(a).position()[b]+"px":c):void 0})}),m.each({Height:"height",Width:"width"},function(a,b){m.each({padding:"inner"+a,content:b,"":"outer"+a},function(c,d){m.fn[d]=function(d,e){var f=arguments.length&&(c||"boolean"!=typeof d),g=c||(d===!0||e===!0?"margin":"border");return V(this,function(b,c,d){var e;return m.isWindow(b)?b.document.documentElement["client"+a]:9===b.nodeType?(e=b.documentElement,Math.max(b.body["scroll"+a],e["scroll"+a],b.body["offset"+a],e["offset"+a],e["client"+a])):void 0===d?m.css(b,c,g):m.style(b,c,d,g)},b,f?d:void 0,f,null)}})}),m.fn.size=function(){return this.length},m.fn.andSelf=m.fn.addBack,"function"==typeof define&&define.amd&&define("jquery",[],function(){return m});var ec=a.jQuery,fc=a.$;return m.noConflict=function(b){return a.$===m&&(a.$=fc),b&&a.jQuery===m&&(a.jQuery=ec),m},typeof b===K&&(a.jQuery=a.$=m),m});
+</script>
+<meta name="viewport" content="width=device-width, initial-scale=1" />
+<style type="text/css">html{font-family:sans-serif;-webkit-text-size-adjust:100%;-ms-text-size-adjust:100%}body{margin:0}article,aside,details,figcaption,figure,footer,header,hgroup,main,menu,nav,section,summary{display:block}audio,canvas,progress,video{display:inline-block;vertical-align:baseline}audio:not([controls]){display:none;height:0}[hidden],template{display:none}a{background-color:transparent}a:active,a:hover{outline:0}abbr[title]{border-bottom:1px dotted}b,strong{font-weight:700}dfn{font-style:italic}h1{margin:.67em 0;font-size:2em}mark{color:#000;background:#ff0}small{font-size:80%}sub,sup{position:relative;font-size:75%;line-height:0;vertical-align:baseline}sup{top:-.5em}sub{bottom:-.25em}img{border:0}svg:not(:root){overflow:hidden}figure{margin:1em 40px}hr{height:0;-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box}pre{overflow:auto}code,kbd,pre,samp{font-family:monospace,monospace;font-size:1em}button,input,optgroup,select,textarea{margin:0;font:inherit;color:inherit}button{overflow:visible}button,select{text-transform:none}button,html input[type=button],input[type=reset],input[type=submit]{-webkit-appearance:button;cursor:pointer}button[disabled],html input[disabled]{cursor:default}button::-moz-focus-inner,input::-moz-focus-inner{padding:0;border:0}input{line-height:normal}input[type=checkbox],input[type=radio]{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box;padding:0}input[type=number]::-webkit-inner-spin-button,input[type=number]::-webkit-outer-spin-button{height:auto}input[type=search]{-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;-webkit-appearance:textfield}input[type=search]::-webkit-search-cancel-button,input[type=search]::-webkit-search-decoration{-webkit-appearance:none}fieldset{padding:.35em .625em .75em;margin:0 2px;border:1px solid silver}legend{padding:0;border:0}textarea{overflow:auto}optgroup{font-weight:700}table{border-spacing:0;border-collapse:collapse}td,th{padding:0}@media print{*,:after,:before{color:#000!important;text-shadow:none!important;background:0 0!important;-webkit-box-shadow:none!important;box-shadow:none!important}a,a:visited{text-decoration:underline}a[href]:after{content:" (" attr(href) ")"}abbr[title]:after{content:" (" attr(title) ")"}a[href^="javascript:"]:after,a[href^="#"]:after{content:""}blockquote,pre{border:1px solid #999;page-break-inside:avoid}thead{display:table-header-group}img,tr{page-break-inside:avoid}img{max-width:100%!important}h2,h3,p{orphans:3;widows:3}h2,h3{page-break-after:avoid}.navbar{display:none}.btn>.caret,.dropup>.btn>.caret{border-top-color:#000!important}.label{border:1px solid #000}.table{border-collapse:collapse!important}.table td,.table th{background-color:#fff!important}.table-bordered td,.table-bordered th{border:1px solid #ddd!important}}@font-face{font-family:'Glyphicons Halflings';src:url(data:application/vnd.ms-fontobject;base64,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);src:url(data:application/vnd.ms-fontobject;base64,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) format('embedded-opentype'),url(data:application/font-woff;base64,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) format('woff'),url(data:application/x-font-truetype;base64,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) format('truetype'),url(data:image/svg+xml;base64,<?xml version="1.0" standalone="no"?>
<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd" >
<svg xmlns="http://www.w3.org/2000/svg">
<metadata></metadata>
<defs>
<font id="glyphicons_halflingsregular" horiz-adv-x="1200" >
<font-face units-per-em="1200" ascent="960" descent="-240" />
<missing-glyph horiz-adv-x="500" />
<glyph horiz-adv-x="0" />
<glyph horiz-adv-x="400" />
<glyph unicode=" " />
<glyph unicode="*" d="M600 1100q15 0 34 -1.5t30 -3.5l11 -1q10 -2 17.5 -10.5t7.5 -18.5v-224l158 158q7 7 18 8t19 -6l106 -106q7 -8 6 -19t-8 -18l-158 -158h224q10 0 18.5 -7.5t10.5 -17.5q6 -41 6 -75q0 -15 -1.5 -34t-3.5 -30l-1 -11q-2 -10 -10.5 -17.5t-18.5 -7.5h-224l158 -158 q7 -7 8 -18t-6 -19l-106 -106q-8 -7 -19 -6t-18 8l-158 158v-224q0 -10 -7.5 -18.5t-17.5 -10.5q-41 -6 -75 -6q-15 0 -34 1.5t-30 3.5l-11 1q-10 2 -17.5 10.5t-7.5 18.5v224l-158 -158q-7 -7 -18 -8t-19 6l-106 106q-7 8 -6 19t8 18l158 158h-224q-10 0 -18.5 7.5 t-10.5 17.5q-6 41 -6 75q0 15 1.5 34t3.5 30l1 11q2 10 10.5 17.5t18.5 7.5h224l-158 158q-7 7 -8 18t6 19l106 106q8 7 19 6t18 -8l158 -158v224q0 10 7.5 18.5t17.5 10.5q41 6 75 6z" />
<glyph unicode="+" d="M450 1100h200q21 0 35.5 -14.5t14.5 -35.5v-350h350q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-350v-350q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v350h-350q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5 h350v350q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xa0;" />
<glyph unicode="&#xa5;" d="M825 1100h250q10 0 12.5 -5t-5.5 -13l-364 -364q-6 -6 -11 -18h268q10 0 13 -6t-3 -14l-120 -160q-6 -8 -18 -14t-22 -6h-125v-100h275q10 0 13 -6t-3 -14l-120 -160q-6 -8 -18 -14t-22 -6h-125v-174q0 -11 -7.5 -18.5t-18.5 -7.5h-148q-11 0 -18.5 7.5t-7.5 18.5v174 h-275q-10 0 -13 6t3 14l120 160q6 8 18 14t22 6h125v100h-275q-10 0 -13 6t3 14l120 160q6 8 18 14t22 6h118q-5 12 -11 18l-364 364q-8 8 -5.5 13t12.5 5h250q25 0 43 -18l164 -164q8 -8 18 -8t18 8l164 164q18 18 43 18z" />
<glyph unicode="&#x2000;" horiz-adv-x="650" />
<glyph unicode="&#x2001;" horiz-adv-x="1300" />
<glyph unicode="&#x2002;" horiz-adv-x="650" />
<glyph unicode="&#x2003;" horiz-adv-x="1300" />
<glyph unicode="&#x2004;" horiz-adv-x="433" />
<glyph unicode="&#x2005;" horiz-adv-x="325" />
<glyph unicode="&#x2006;" horiz-adv-x="216" />
<glyph unicode="&#x2007;" horiz-adv-x="216" />
<glyph unicode="&#x2008;" horiz-adv-x="162" />
<glyph unicode="&#x2009;" horiz-adv-x="260" />
<glyph unicode="&#x200a;" horiz-adv-x="72" />
<glyph unicode="&#x202f;" horiz-adv-x="260" />
<glyph unicode="&#x205f;" horiz-adv-x="325" />
<glyph unicode="&#x20ac;" d="M744 1198q242 0 354 -189q60 -104 66 -209h-181q0 45 -17.5 82.5t-43.5 61.5t-58 40.5t-60.5 24t-51.5 7.5q-19 0 -40.5 -5.5t-49.5 -20.5t-53 -38t-49 -62.5t-39 -89.5h379l-100 -100h-300q-6 -50 -6 -100h406l-100 -100h-300q9 -74 33 -132t52.5 -91t61.5 -54.5t59 -29 t47 -7.5q22 0 50.5 7.5t60.5 24.5t58 41t43.5 61t17.5 80h174q-30 -171 -128 -278q-107 -117 -274 -117q-206 0 -324 158q-36 48 -69 133t-45 204h-217l100 100h112q1 47 6 100h-218l100 100h134q20 87 51 153.5t62 103.5q117 141 297 141z" />
<glyph unicode="&#x20bd;" d="M428 1200h350q67 0 120 -13t86 -31t57 -49.5t35 -56.5t17 -64.5t6.5 -60.5t0.5 -57v-16.5v-16.5q0 -36 -0.5 -57t-6.5 -61t-17 -65t-35 -57t-57 -50.5t-86 -31.5t-120 -13h-178l-2 -100h288q10 0 13 -6t-3 -14l-120 -160q-6 -8 -18 -14t-22 -6h-138v-175q0 -11 -5.5 -18 t-15.5 -7h-149q-10 0 -17.5 7.5t-7.5 17.5v175h-267q-10 0 -13 6t3 14l120 160q6 8 18 14t22 6h117v100h-267q-10 0 -13 6t3 14l120 160q6 8 18 14t22 6h117v475q0 10 7.5 17.5t17.5 7.5zM600 1000v-300h203q64 0 86.5 33t22.5 119q0 84 -22.5 116t-86.5 32h-203z" />
<glyph unicode="&#x2212;" d="M250 700h800q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#x231b;" d="M1000 1200v-150q0 -21 -14.5 -35.5t-35.5 -14.5h-50v-100q0 -91 -49.5 -165.5t-130.5 -109.5q81 -35 130.5 -109.5t49.5 -165.5v-150h50q21 0 35.5 -14.5t14.5 -35.5v-150h-800v150q0 21 14.5 35.5t35.5 14.5h50v150q0 91 49.5 165.5t130.5 109.5q-81 35 -130.5 109.5 t-49.5 165.5v100h-50q-21 0 -35.5 14.5t-14.5 35.5v150h800zM400 1000v-100q0 -60 32.5 -109.5t87.5 -73.5q28 -12 44 -37t16 -55t-16 -55t-44 -37q-55 -24 -87.5 -73.5t-32.5 -109.5v-150h400v150q0 60 -32.5 109.5t-87.5 73.5q-28 12 -44 37t-16 55t16 55t44 37 q55 24 87.5 73.5t32.5 109.5v100h-400z" />
<glyph unicode="&#x25fc;" horiz-adv-x="500" d="M0 0z" />
<glyph unicode="&#x2601;" d="M503 1089q110 0 200.5 -59.5t134.5 -156.5q44 14 90 14q120 0 205 -86.5t85 -206.5q0 -121 -85 -207.5t-205 -86.5h-750q-79 0 -135.5 57t-56.5 137q0 69 42.5 122.5t108.5 67.5q-2 12 -2 37q0 153 108 260.5t260 107.5z" />
<glyph unicode="&#x26fa;" d="M774 1193.5q16 -9.5 20.5 -27t-5.5 -33.5l-136 -187l467 -746h30q20 0 35 -18.5t15 -39.5v-42h-1200v42q0 21 15 39.5t35 18.5h30l468 746l-135 183q-10 16 -5.5 34t20.5 28t34 5.5t28 -20.5l111 -148l112 150q9 16 27 20.5t34 -5zM600 200h377l-182 112l-195 534v-646z " />
<glyph unicode="&#x2709;" d="M25 1100h1150q10 0 12.5 -5t-5.5 -13l-564 -567q-8 -8 -18 -8t-18 8l-564 567q-8 8 -5.5 13t12.5 5zM18 882l264 -264q8 -8 8 -18t-8 -18l-264 -264q-8 -8 -13 -5.5t-5 12.5v550q0 10 5 12.5t13 -5.5zM918 618l264 264q8 8 13 5.5t5 -12.5v-550q0 -10 -5 -12.5t-13 5.5 l-264 264q-8 8 -8 18t8 18zM818 482l364 -364q8 -8 5.5 -13t-12.5 -5h-1150q-10 0 -12.5 5t5.5 13l364 364q8 8 18 8t18 -8l164 -164q8 -8 18 -8t18 8l164 164q8 8 18 8t18 -8z" />
<glyph unicode="&#x270f;" d="M1011 1210q19 0 33 -13l153 -153q13 -14 13 -33t-13 -33l-99 -92l-214 214l95 96q13 14 32 14zM1013 800l-615 -614l-214 214l614 614zM317 96l-333 -112l110 335z" />
<glyph unicode="&#xe001;" d="M700 650v-550h250q21 0 35.5 -14.5t14.5 -35.5v-50h-800v50q0 21 14.5 35.5t35.5 14.5h250v550l-500 550h1200z" />
<glyph unicode="&#xe002;" d="M368 1017l645 163q39 15 63 0t24 -49v-831q0 -55 -41.5 -95.5t-111.5 -63.5q-79 -25 -147 -4.5t-86 75t25.5 111.5t122.5 82q72 24 138 8v521l-600 -155v-606q0 -42 -44 -90t-109 -69q-79 -26 -147 -5.5t-86 75.5t25.5 111.5t122.5 82.5q72 24 138 7v639q0 38 14.5 59 t53.5 34z" />
<glyph unicode="&#xe003;" d="M500 1191q100 0 191 -39t156.5 -104.5t104.5 -156.5t39 -191l-1 -2l1 -5q0 -141 -78 -262l275 -274q23 -26 22.5 -44.5t-22.5 -42.5l-59 -58q-26 -20 -46.5 -20t-39.5 20l-275 274q-119 -77 -261 -77l-5 1l-2 -1q-100 0 -191 39t-156.5 104.5t-104.5 156.5t-39 191 t39 191t104.5 156.5t156.5 104.5t191 39zM500 1022q-88 0 -162 -43t-117 -117t-43 -162t43 -162t117 -117t162 -43t162 43t117 117t43 162t-43 162t-117 117t-162 43z" />
<glyph unicode="&#xe005;" d="M649 949q48 68 109.5 104t121.5 38.5t118.5 -20t102.5 -64t71 -100.5t27 -123q0 -57 -33.5 -117.5t-94 -124.5t-126.5 -127.5t-150 -152.5t-146 -174q-62 85 -145.5 174t-150 152.5t-126.5 127.5t-93.5 124.5t-33.5 117.5q0 64 28 123t73 100.5t104 64t119 20 t120.5 -38.5t104.5 -104z" />
<glyph unicode="&#xe006;" d="M407 800l131 353q7 19 17.5 19t17.5 -19l129 -353h421q21 0 24 -8.5t-14 -20.5l-342 -249l130 -401q7 -20 -0.5 -25.5t-24.5 6.5l-343 246l-342 -247q-17 -12 -24.5 -6.5t-0.5 25.5l130 400l-347 251q-17 12 -14 20.5t23 8.5h429z" />
<glyph unicode="&#xe007;" d="M407 800l131 353q7 19 17.5 19t17.5 -19l129 -353h421q21 0 24 -8.5t-14 -20.5l-342 -249l130 -401q7 -20 -0.5 -25.5t-24.5 6.5l-343 246l-342 -247q-17 -12 -24.5 -6.5t-0.5 25.5l130 400l-347 251q-17 12 -14 20.5t23 8.5h429zM477 700h-240l197 -142l-74 -226 l193 139l195 -140l-74 229l192 140h-234l-78 211z" />
<glyph unicode="&#xe008;" d="M600 1200q124 0 212 -88t88 -212v-250q0 -46 -31 -98t-69 -52v-75q0 -10 6 -21.5t15 -17.5l358 -230q9 -5 15 -16.5t6 -21.5v-93q0 -10 -7.5 -17.5t-17.5 -7.5h-1150q-10 0 -17.5 7.5t-7.5 17.5v93q0 10 6 21.5t15 16.5l358 230q9 6 15 17.5t6 21.5v75q-38 0 -69 52 t-31 98v250q0 124 88 212t212 88z" />
<glyph unicode="&#xe009;" d="M25 1100h1150q10 0 17.5 -7.5t7.5 -17.5v-1050q0 -10 -7.5 -17.5t-17.5 -7.5h-1150q-10 0 -17.5 7.5t-7.5 17.5v1050q0 10 7.5 17.5t17.5 7.5zM100 1000v-100h100v100h-100zM875 1000h-550q-10 0 -17.5 -7.5t-7.5 -17.5v-350q0 -10 7.5 -17.5t17.5 -7.5h550 q10 0 17.5 7.5t7.5 17.5v350q0 10 -7.5 17.5t-17.5 7.5zM1000 1000v-100h100v100h-100zM100 800v-100h100v100h-100zM1000 800v-100h100v100h-100zM100 600v-100h100v100h-100zM1000 600v-100h100v100h-100zM875 500h-550q-10 0 -17.5 -7.5t-7.5 -17.5v-350q0 -10 7.5 -17.5 t17.5 -7.5h550q10 0 17.5 7.5t7.5 17.5v350q0 10 -7.5 17.5t-17.5 7.5zM100 400v-100h100v100h-100zM1000 400v-100h100v100h-100zM100 200v-100h100v100h-100zM1000 200v-100h100v100h-100z" />
<glyph unicode="&#xe010;" d="M50 1100h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM650 1100h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v400 q0 21 14.5 35.5t35.5 14.5zM50 500h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM650 500h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400 q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe011;" d="M50 1100h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM450 1100h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200 q0 21 14.5 35.5t35.5 14.5zM850 1100h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM50 700h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200 q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM450 700h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM850 700h200q21 0 35.5 -14.5t14.5 -35.5v-200 q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM50 300h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM450 300h200 q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM850 300h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5 t35.5 14.5z" />
<glyph unicode="&#xe012;" d="M50 1100h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM450 1100h700q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-700q-21 0 -35.5 14.5t-14.5 35.5v200 q0 21 14.5 35.5t35.5 14.5zM50 700h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM450 700h700q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-700 q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM50 300h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM450 300h700q21 0 35.5 -14.5t14.5 -35.5v-200 q0 -21 -14.5 -35.5t-35.5 -14.5h-700q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe013;" d="M465 477l571 571q8 8 18 8t17 -8l177 -177q8 -7 8 -17t-8 -18l-783 -784q-7 -8 -17.5 -8t-17.5 8l-384 384q-8 8 -8 18t8 17l177 177q7 8 17 8t18 -8l171 -171q7 -7 18 -7t18 7z" />
<glyph unicode="&#xe014;" d="M904 1083l178 -179q8 -8 8 -18.5t-8 -17.5l-267 -268l267 -268q8 -7 8 -17.5t-8 -18.5l-178 -178q-8 -8 -18.5 -8t-17.5 8l-268 267l-268 -267q-7 -8 -17.5 -8t-18.5 8l-178 178q-8 8 -8 18.5t8 17.5l267 268l-267 268q-8 7 -8 17.5t8 18.5l178 178q8 8 18.5 8t17.5 -8 l268 -267l268 268q7 7 17.5 7t18.5 -7z" />
<glyph unicode="&#xe015;" d="M507 1177q98 0 187.5 -38.5t154.5 -103.5t103.5 -154.5t38.5 -187.5q0 -141 -78 -262l300 -299q8 -8 8 -18.5t-8 -18.5l-109 -108q-7 -8 -17.5 -8t-18.5 8l-300 299q-119 -77 -261 -77q-98 0 -188 38.5t-154.5 103t-103 154.5t-38.5 188t38.5 187.5t103 154.5 t154.5 103.5t188 38.5zM506.5 1023q-89.5 0 -165.5 -44t-120 -120.5t-44 -166t44 -165.5t120 -120t165.5 -44t166 44t120.5 120t44 165.5t-44 166t-120.5 120.5t-166 44zM425 900h150q10 0 17.5 -7.5t7.5 -17.5v-75h75q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5 t-17.5 -7.5h-75v-75q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v75h-75q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5h75v75q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe016;" d="M507 1177q98 0 187.5 -38.5t154.5 -103.5t103.5 -154.5t38.5 -187.5q0 -141 -78 -262l300 -299q8 -8 8 -18.5t-8 -18.5l-109 -108q-7 -8 -17.5 -8t-18.5 8l-300 299q-119 -77 -261 -77q-98 0 -188 38.5t-154.5 103t-103 154.5t-38.5 188t38.5 187.5t103 154.5 t154.5 103.5t188 38.5zM506.5 1023q-89.5 0 -165.5 -44t-120 -120.5t-44 -166t44 -165.5t120 -120t165.5 -44t166 44t120.5 120t44 165.5t-44 166t-120.5 120.5t-166 44zM325 800h350q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-350q-10 0 -17.5 7.5 t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe017;" d="M550 1200h100q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM800 975v166q167 -62 272 -209.5t105 -331.5q0 -117 -45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5 t-184.5 123t-123 184.5t-45.5 224q0 184 105 331.5t272 209.5v-166q-103 -55 -165 -155t-62 -220q0 -116 57 -214.5t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5q0 120 -62 220t-165 155z" />
<glyph unicode="&#xe018;" d="M1025 1200h150q10 0 17.5 -7.5t7.5 -17.5v-1150q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v1150q0 10 7.5 17.5t17.5 7.5zM725 800h150q10 0 17.5 -7.5t7.5 -17.5v-750q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v750 q0 10 7.5 17.5t17.5 7.5zM425 500h150q10 0 17.5 -7.5t7.5 -17.5v-450q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v450q0 10 7.5 17.5t17.5 7.5zM125 300h150q10 0 17.5 -7.5t7.5 -17.5v-250q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5 v250q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe019;" d="M600 1174q33 0 74 -5l38 -152l5 -1q49 -14 94 -39l5 -2l134 80q61 -48 104 -105l-80 -134l3 -5q25 -44 39 -93l1 -6l152 -38q5 -43 5 -73q0 -34 -5 -74l-152 -38l-1 -6q-15 -49 -39 -93l-3 -5l80 -134q-48 -61 -104 -105l-134 81l-5 -3q-44 -25 -94 -39l-5 -2l-38 -151 q-43 -5 -74 -5q-33 0 -74 5l-38 151l-5 2q-49 14 -94 39l-5 3l-134 -81q-60 48 -104 105l80 134l-3 5q-25 45 -38 93l-2 6l-151 38q-6 42 -6 74q0 33 6 73l151 38l2 6q13 48 38 93l3 5l-80 134q47 61 105 105l133 -80l5 2q45 25 94 39l5 1l38 152q43 5 74 5zM600 815 q-89 0 -152 -63t-63 -151.5t63 -151.5t152 -63t152 63t63 151.5t-63 151.5t-152 63z" />
<glyph unicode="&#xe020;" d="M500 1300h300q41 0 70.5 -29.5t29.5 -70.5v-100h275q10 0 17.5 -7.5t7.5 -17.5v-75h-1100v75q0 10 7.5 17.5t17.5 7.5h275v100q0 41 29.5 70.5t70.5 29.5zM500 1200v-100h300v100h-300zM1100 900v-800q0 -41 -29.5 -70.5t-70.5 -29.5h-700q-41 0 -70.5 29.5t-29.5 70.5 v800h900zM300 800v-700h100v700h-100zM500 800v-700h100v700h-100zM700 800v-700h100v700h-100zM900 800v-700h100v700h-100z" />
<glyph unicode="&#xe021;" d="M18 618l620 608q8 7 18.5 7t17.5 -7l608 -608q8 -8 5.5 -13t-12.5 -5h-175v-575q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v375h-300v-375q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v575h-175q-10 0 -12.5 5t5.5 13z" />
<glyph unicode="&#xe022;" d="M600 1200v-400q0 -41 29.5 -70.5t70.5 -29.5h300v-650q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v1100q0 21 14.5 35.5t35.5 14.5h450zM1000 800h-250q-21 0 -35.5 14.5t-14.5 35.5v250z" />
<glyph unicode="&#xe023;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5t-57 214.5t-155.5 155.5t-214.5 57zM525 900h50q10 0 17.5 -7.5t7.5 -17.5v-275h175q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v350q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe024;" d="M1300 0h-538l-41 400h-242l-41 -400h-538l431 1200h209l-21 -300h162l-20 300h208zM515 800l-27 -300h224l-27 300h-170z" />
<glyph unicode="&#xe025;" d="M550 1200h200q21 0 35.5 -14.5t14.5 -35.5v-450h191q20 0 25.5 -11.5t-7.5 -27.5l-327 -400q-13 -16 -32 -16t-32 16l-327 400q-13 16 -7.5 27.5t25.5 11.5h191v450q0 21 14.5 35.5t35.5 14.5zM1125 400h50q10 0 17.5 -7.5t7.5 -17.5v-350q0 -10 -7.5 -17.5t-17.5 -7.5 h-1050q-10 0 -17.5 7.5t-7.5 17.5v350q0 10 7.5 17.5t17.5 7.5h50q10 0 17.5 -7.5t7.5 -17.5v-175h900v175q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe026;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5t-57 214.5t-155.5 155.5t-214.5 57zM525 900h150q10 0 17.5 -7.5t7.5 -17.5v-275h137q21 0 26 -11.5t-8 -27.5l-223 -275q-13 -16 -32 -16t-32 16l-223 275q-13 16 -8 27.5t26 11.5h137v275q0 10 7.5 17.5t17.5 7.5z " />
<glyph unicode="&#xe027;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5t-57 214.5t-155.5 155.5t-214.5 57zM632 914l223 -275q13 -16 8 -27.5t-26 -11.5h-137v-275q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v275h-137q-21 0 -26 11.5t8 27.5l223 275q13 16 32 16 t32 -16z" />
<glyph unicode="&#xe028;" d="M225 1200h750q10 0 19.5 -7t12.5 -17l186 -652q7 -24 7 -49v-425q0 -12 -4 -27t-9 -17q-12 -6 -37 -6h-1100q-12 0 -27 4t-17 8q-6 13 -6 38l1 425q0 25 7 49l185 652q3 10 12.5 17t19.5 7zM878 1000h-556q-10 0 -19 -7t-11 -18l-87 -450q-2 -11 4 -18t16 -7h150 q10 0 19.5 -7t11.5 -17l38 -152q2 -10 11.5 -17t19.5 -7h250q10 0 19.5 7t11.5 17l38 152q2 10 11.5 17t19.5 7h150q10 0 16 7t4 18l-87 450q-2 11 -11 18t-19 7z" />
<glyph unicode="&#xe029;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5t-57 214.5t-155.5 155.5t-214.5 57zM540 820l253 -190q17 -12 17 -30t-17 -30l-253 -190q-16 -12 -28 -6.5t-12 26.5v400q0 21 12 26.5t28 -6.5z" />
<glyph unicode="&#xe030;" d="M947 1060l135 135q7 7 12.5 5t5.5 -13v-362q0 -10 -7.5 -17.5t-17.5 -7.5h-362q-11 0 -13 5.5t5 12.5l133 133q-109 76 -238 76q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5h150q0 -117 -45.5 -224 t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5q192 0 347 -117z" />
<glyph unicode="&#xe031;" d="M947 1060l135 135q7 7 12.5 5t5.5 -13v-361q0 -11 -7.5 -18.5t-18.5 -7.5h-361q-11 0 -13 5.5t5 12.5l134 134q-110 75 -239 75q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5h-150q0 117 45.5 224t123 184.5t184.5 123t224 45.5q192 0 347 -117zM1027 600h150 q0 -117 -45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5q-192 0 -348 118l-134 -134q-7 -8 -12.5 -5.5t-5.5 12.5v360q0 11 7.5 18.5t18.5 7.5h360q10 0 12.5 -5.5t-5.5 -12.5l-133 -133q110 -76 240 -76q116 0 214.5 57t155.5 155.5t57 214.5z" />
<glyph unicode="&#xe032;" d="M125 1200h1050q10 0 17.5 -7.5t7.5 -17.5v-1150q0 -10 -7.5 -17.5t-17.5 -7.5h-1050q-10 0 -17.5 7.5t-7.5 17.5v1150q0 10 7.5 17.5t17.5 7.5zM1075 1000h-850q-10 0 -17.5 -7.5t-7.5 -17.5v-850q0 -10 7.5 -17.5t17.5 -7.5h850q10 0 17.5 7.5t7.5 17.5v850 q0 10 -7.5 17.5t-17.5 7.5zM325 900h50q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-50q-10 0 -17.5 7.5t-7.5 17.5v50q0 10 7.5 17.5t17.5 7.5zM525 900h450q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-450q-10 0 -17.5 7.5t-7.5 17.5v50 q0 10 7.5 17.5t17.5 7.5zM325 700h50q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-50q-10 0 -17.5 7.5t-7.5 17.5v50q0 10 7.5 17.5t17.5 7.5zM525 700h450q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-450q-10 0 -17.5 7.5t-7.5 17.5v50 q0 10 7.5 17.5t17.5 7.5zM325 500h50q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-50q-10 0 -17.5 7.5t-7.5 17.5v50q0 10 7.5 17.5t17.5 7.5zM525 500h450q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-450q-10 0 -17.5 7.5t-7.5 17.5v50 q0 10 7.5 17.5t17.5 7.5zM325 300h50q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-50q-10 0 -17.5 7.5t-7.5 17.5v50q0 10 7.5 17.5t17.5 7.5zM525 300h450q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-450q-10 0 -17.5 7.5t-7.5 17.5v50 q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe033;" d="M900 800v200q0 83 -58.5 141.5t-141.5 58.5h-300q-82 0 -141 -59t-59 -141v-200h-100q-41 0 -70.5 -29.5t-29.5 -70.5v-600q0 -41 29.5 -70.5t70.5 -29.5h900q41 0 70.5 29.5t29.5 70.5v600q0 41 -29.5 70.5t-70.5 29.5h-100zM400 800v150q0 21 15 35.5t35 14.5h200 q20 0 35 -14.5t15 -35.5v-150h-300z" />
<glyph unicode="&#xe034;" d="M125 1100h50q10 0 17.5 -7.5t7.5 -17.5v-1075h-100v1075q0 10 7.5 17.5t17.5 7.5zM1075 1052q4 0 9 -2q16 -6 16 -23v-421q0 -6 -3 -12q-33 -59 -66.5 -99t-65.5 -58t-56.5 -24.5t-52.5 -6.5q-26 0 -57.5 6.5t-52.5 13.5t-60 21q-41 15 -63 22.5t-57.5 15t-65.5 7.5 q-85 0 -160 -57q-7 -5 -15 -5q-6 0 -11 3q-14 7 -14 22v438q22 55 82 98.5t119 46.5q23 2 43 0.5t43 -7t32.5 -8.5t38 -13t32.5 -11q41 -14 63.5 -21t57 -14t63.5 -7q103 0 183 87q7 8 18 8z" />
<glyph unicode="&#xe035;" d="M600 1175q116 0 227 -49.5t192.5 -131t131 -192.5t49.5 -227v-300q0 -10 -7.5 -17.5t-17.5 -7.5h-50q-10 0 -17.5 7.5t-7.5 17.5v300q0 127 -70.5 231.5t-184.5 161.5t-245 57t-245 -57t-184.5 -161.5t-70.5 -231.5v-300q0 -10 -7.5 -17.5t-17.5 -7.5h-50 q-10 0 -17.5 7.5t-7.5 17.5v300q0 116 49.5 227t131 192.5t192.5 131t227 49.5zM220 500h160q8 0 14 -6t6 -14v-460q0 -8 -6 -14t-14 -6h-160q-8 0 -14 6t-6 14v460q0 8 6 14t14 6zM820 500h160q8 0 14 -6t6 -14v-460q0 -8 -6 -14t-14 -6h-160q-8 0 -14 6t-6 14v460 q0 8 6 14t14 6z" />
<glyph unicode="&#xe036;" d="M321 814l258 172q9 6 15 2.5t6 -13.5v-750q0 -10 -6 -13.5t-15 2.5l-258 172q-21 14 -46 14h-250q-10 0 -17.5 7.5t-7.5 17.5v350q0 10 7.5 17.5t17.5 7.5h250q25 0 46 14zM900 668l120 120q7 7 17 7t17 -7l34 -34q7 -7 7 -17t-7 -17l-120 -120l120 -120q7 -7 7 -17 t-7 -17l-34 -34q-7 -7 -17 -7t-17 7l-120 119l-120 -119q-7 -7 -17 -7t-17 7l-34 34q-7 7 -7 17t7 17l119 120l-119 120q-7 7 -7 17t7 17l34 34q7 8 17 8t17 -8z" />
<glyph unicode="&#xe037;" d="M321 814l258 172q9 6 15 2.5t6 -13.5v-750q0 -10 -6 -13.5t-15 2.5l-258 172q-21 14 -46 14h-250q-10 0 -17.5 7.5t-7.5 17.5v350q0 10 7.5 17.5t17.5 7.5h250q25 0 46 14zM766 900h4q10 -1 16 -10q96 -129 96 -290q0 -154 -90 -281q-6 -9 -17 -10l-3 -1q-9 0 -16 6 l-29 23q-7 7 -8.5 16.5t4.5 17.5q72 103 72 229q0 132 -78 238q-6 8 -4.5 18t9.5 17l29 22q7 5 15 5z" />
<glyph unicode="&#xe038;" d="M967 1004h3q11 -1 17 -10q135 -179 135 -396q0 -105 -34 -206.5t-98 -185.5q-7 -9 -17 -10h-3q-9 0 -16 6l-42 34q-8 6 -9 16t5 18q111 150 111 328q0 90 -29.5 176t-84.5 157q-6 9 -5 19t10 16l42 33q7 5 15 5zM321 814l258 172q9 6 15 2.5t6 -13.5v-750q0 -10 -6 -13.5 t-15 2.5l-258 172q-21 14 -46 14h-250q-10 0 -17.5 7.5t-7.5 17.5v350q0 10 7.5 17.5t17.5 7.5h250q25 0 46 14zM766 900h4q10 -1 16 -10q96 -129 96 -290q0 -154 -90 -281q-6 -9 -17 -10l-3 -1q-9 0 -16 6l-29 23q-7 7 -8.5 16.5t4.5 17.5q72 103 72 229q0 132 -78 238 q-6 8 -4.5 18.5t9.5 16.5l29 22q7 5 15 5z" />
<glyph unicode="&#xe039;" d="M500 900h100v-100h-100v-100h-400v-100h-100v600h500v-300zM1200 700h-200v-100h200v-200h-300v300h-200v300h-100v200h600v-500zM100 1100v-300h300v300h-300zM800 1100v-300h300v300h-300zM300 900h-100v100h100v-100zM1000 900h-100v100h100v-100zM300 500h200v-500 h-500v500h200v100h100v-100zM800 300h200v-100h-100v-100h-200v100h-100v100h100v200h-200v100h300v-300zM100 400v-300h300v300h-300zM300 200h-100v100h100v-100zM1200 200h-100v100h100v-100zM700 0h-100v100h100v-100zM1200 0h-300v100h300v-100z" />
<glyph unicode="&#xe040;" d="M100 200h-100v1000h100v-1000zM300 200h-100v1000h100v-1000zM700 200h-200v1000h200v-1000zM900 200h-100v1000h100v-1000zM1200 200h-200v1000h200v-1000zM400 0h-300v100h300v-100zM600 0h-100v91h100v-91zM800 0h-100v91h100v-91zM1100 0h-200v91h200v-91z" />
<glyph unicode="&#xe041;" d="M500 1200l682 -682q8 -8 8 -18t-8 -18l-464 -464q-8 -8 -18 -8t-18 8l-682 682l1 475q0 10 7.5 17.5t17.5 7.5h474zM319.5 1024.5q-29.5 29.5 -71 29.5t-71 -29.5t-29.5 -71.5t29.5 -71.5t71 -29.5t71 29.5t29.5 71.5t-29.5 71.5z" />
<glyph unicode="&#xe042;" d="M500 1200l682 -682q8 -8 8 -18t-8 -18l-464 -464q-8 -8 -18 -8t-18 8l-682 682l1 475q0 10 7.5 17.5t17.5 7.5h474zM800 1200l682 -682q8 -8 8 -18t-8 -18l-464 -464q-8 -8 -18 -8t-18 8l-56 56l424 426l-700 700h150zM319.5 1024.5q-29.5 29.5 -71 29.5t-71 -29.5 t-29.5 -71.5t29.5 -71.5t71 -29.5t71 29.5t29.5 71.5t-29.5 71.5z" />
<glyph unicode="&#xe043;" d="M300 1200h825q75 0 75 -75v-900q0 -25 -18 -43l-64 -64q-8 -8 -13 -5.5t-5 12.5v950q0 10 -7.5 17.5t-17.5 7.5h-700q-25 0 -43 -18l-64 -64q-8 -8 -5.5 -13t12.5 -5h700q10 0 17.5 -7.5t7.5 -17.5v-950q0 -10 -7.5 -17.5t-17.5 -7.5h-850q-10 0 -17.5 7.5t-7.5 17.5v975 q0 25 18 43l139 139q18 18 43 18z" />
<glyph unicode="&#xe044;" d="M250 1200h800q21 0 35.5 -14.5t14.5 -35.5v-1150l-450 444l-450 -445v1151q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe045;" d="M822 1200h-444q-11 0 -19 -7.5t-9 -17.5l-78 -301q-7 -24 7 -45l57 -108q6 -9 17.5 -15t21.5 -6h450q10 0 21.5 6t17.5 15l62 108q14 21 7 45l-83 301q-1 10 -9 17.5t-19 7.5zM1175 800h-150q-10 0 -21 -6.5t-15 -15.5l-78 -156q-4 -9 -15 -15.5t-21 -6.5h-550 q-10 0 -21 6.5t-15 15.5l-78 156q-4 9 -15 15.5t-21 6.5h-150q-10 0 -17.5 -7.5t-7.5 -17.5v-650q0 -10 7.5 -17.5t17.5 -7.5h150q10 0 17.5 7.5t7.5 17.5v150q0 10 7.5 17.5t17.5 7.5h750q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 7.5 -17.5t17.5 -7.5h150q10 0 17.5 7.5 t7.5 17.5v650q0 10 -7.5 17.5t-17.5 7.5zM850 200h-500q-10 0 -19.5 -7t-11.5 -17l-38 -152q-2 -10 3.5 -17t15.5 -7h600q10 0 15.5 7t3.5 17l-38 152q-2 10 -11.5 17t-19.5 7z" />
<glyph unicode="&#xe046;" d="M500 1100h200q56 0 102.5 -20.5t72.5 -50t44 -59t25 -50.5l6 -20h150q41 0 70.5 -29.5t29.5 -70.5v-600q0 -41 -29.5 -70.5t-70.5 -29.5h-1000q-41 0 -70.5 29.5t-29.5 70.5v600q0 41 29.5 70.5t70.5 29.5h150q2 8 6.5 21.5t24 48t45 61t72 48t102.5 21.5zM900 800v-100 h100v100h-100zM600 730q-95 0 -162.5 -67.5t-67.5 -162.5t67.5 -162.5t162.5 -67.5t162.5 67.5t67.5 162.5t-67.5 162.5t-162.5 67.5zM600 603q43 0 73 -30t30 -73t-30 -73t-73 -30t-73 30t-30 73t30 73t73 30z" />
<glyph unicode="&#xe047;" d="M681 1199l385 -998q20 -50 60 -92q18 -19 36.5 -29.5t27.5 -11.5l10 -2v-66h-417v66q53 0 75 43.5t5 88.5l-82 222h-391q-58 -145 -92 -234q-11 -34 -6.5 -57t25.5 -37t46 -20t55 -6v-66h-365v66q56 24 84 52q12 12 25 30.5t20 31.5l7 13l399 1006h93zM416 521h340 l-162 457z" />
<glyph unicode="&#xe048;" d="M753 641q5 -1 14.5 -4.5t36 -15.5t50.5 -26.5t53.5 -40t50.5 -54.5t35.5 -70t14.5 -87q0 -67 -27.5 -125.5t-71.5 -97.5t-98.5 -66.5t-108.5 -40.5t-102 -13h-500v89q41 7 70.5 32.5t29.5 65.5v827q0 24 -0.5 34t-3.5 24t-8.5 19.5t-17 13.5t-28 12.5t-42.5 11.5v71 l471 -1q57 0 115.5 -20.5t108 -57t80.5 -94t31 -124.5q0 -51 -15.5 -96.5t-38 -74.5t-45 -50.5t-38.5 -30.5zM400 700h139q78 0 130.5 48.5t52.5 122.5q0 41 -8.5 70.5t-29.5 55.5t-62.5 39.5t-103.5 13.5h-118v-350zM400 200h216q80 0 121 50.5t41 130.5q0 90 -62.5 154.5 t-156.5 64.5h-159v-400z" />
<glyph unicode="&#xe049;" d="M877 1200l2 -57q-83 -19 -116 -45.5t-40 -66.5l-132 -839q-9 -49 13 -69t96 -26v-97h-500v97q186 16 200 98l173 832q3 17 3 30t-1.5 22.5t-9 17.5t-13.5 12.5t-21.5 10t-26 8.5t-33.5 10q-13 3 -19 5v57h425z" />
<glyph unicode="&#xe050;" d="M1300 900h-50q0 21 -4 37t-9.5 26.5t-18 17.5t-22 11t-28.5 5.5t-31 2t-37 0.5h-200v-850q0 -22 25 -34.5t50 -13.5l25 -2v-100h-400v100q4 0 11 0.5t24 3t30 7t24 15t11 24.5v850h-200q-25 0 -37 -0.5t-31 -2t-28.5 -5.5t-22 -11t-18 -17.5t-9.5 -26.5t-4 -37h-50v300 h1000v-300zM175 1000h-75v-800h75l-125 -167l-125 167h75v800h-75l125 167z" />
<glyph unicode="&#xe051;" d="M1100 900h-50q0 21 -4 37t-9.5 26.5t-18 17.5t-22 11t-28.5 5.5t-31 2t-37 0.5h-200v-650q0 -22 25 -34.5t50 -13.5l25 -2v-100h-400v100q4 0 11 0.5t24 3t30 7t24 15t11 24.5v650h-200q-25 0 -37 -0.5t-31 -2t-28.5 -5.5t-22 -11t-18 -17.5t-9.5 -26.5t-4 -37h-50v300 h1000v-300zM1167 50l-167 -125v75h-800v-75l-167 125l167 125v-75h800v75z" />
<glyph unicode="&#xe052;" d="M50 1100h600q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-600q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 800h1000q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1000q-21 0 -35.5 14.5t-14.5 35.5v100 q0 21 14.5 35.5t35.5 14.5zM50 500h800q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 200h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe053;" d="M250 1100h700q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-700q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 800h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v100 q0 21 14.5 35.5t35.5 14.5zM250 500h700q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-700q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 200h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe054;" d="M500 950v100q0 21 14.5 35.5t35.5 14.5h600q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-600q-21 0 -35.5 14.5t-14.5 35.5zM100 650v100q0 21 14.5 35.5t35.5 14.5h1000q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1000 q-21 0 -35.5 14.5t-14.5 35.5zM300 350v100q0 21 14.5 35.5t35.5 14.5h800q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5zM0 50v100q0 21 14.5 35.5t35.5 14.5h1100q21 0 35.5 -14.5t14.5 -35.5v-100 q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5z" />
<glyph unicode="&#xe055;" d="M50 1100h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 800h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v100 q0 21 14.5 35.5t35.5 14.5zM50 500h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 200h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe056;" d="M50 1100h100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM350 1100h800q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v100 q0 21 14.5 35.5t35.5 14.5zM50 800h100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM350 800h800q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-800 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 500h100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM350 500h800q21 0 35.5 -14.5t14.5 -35.5v-100 q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 200h100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM350 200h800 q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe057;" d="M400 0h-100v1100h100v-1100zM550 1100h100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM550 800h500q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-500 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM267 550l-167 -125v75h-200v100h200v75zM550 500h300q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-300q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM550 200h600 q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-600q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe058;" d="M50 1100h100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM900 0h-100v1100h100v-1100zM50 800h500q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-500 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM1100 600h200v-100h-200v-75l-167 125l167 125v-75zM50 500h300q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-300q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 200h600 q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-600q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe059;" d="M75 1000h750q31 0 53 -22t22 -53v-650q0 -31 -22 -53t-53 -22h-750q-31 0 -53 22t-22 53v650q0 31 22 53t53 22zM1200 300l-300 300l300 300v-600z" />
<glyph unicode="&#xe060;" d="M44 1100h1112q18 0 31 -13t13 -31v-1012q0 -18 -13 -31t-31 -13h-1112q-18 0 -31 13t-13 31v1012q0 18 13 31t31 13zM100 1000v-737l247 182l298 -131l-74 156l293 318l236 -288v500h-1000zM342 884q56 0 95 -39t39 -94.5t-39 -95t-95 -39.5t-95 39.5t-39 95t39 94.5 t95 39z" />
<glyph unicode="&#xe062;" d="M648 1169q117 0 216 -60t156.5 -161t57.5 -218q0 -115 -70 -258q-69 -109 -158 -225.5t-143 -179.5l-54 -62q-9 8 -25.5 24.5t-63.5 67.5t-91 103t-98.5 128t-95.5 148q-60 132 -60 249q0 88 34 169.5t91.5 142t137 96.5t166.5 36zM652.5 974q-91.5 0 -156.5 -65 t-65 -157t65 -156.5t156.5 -64.5t156.5 64.5t65 156.5t-65 157t-156.5 65z" />
<glyph unicode="&#xe063;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 173v854q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57z" />
<glyph unicode="&#xe064;" d="M554 1295q21 -72 57.5 -143.5t76 -130t83 -118t82.5 -117t70 -116t49.5 -126t18.5 -136.5q0 -71 -25.5 -135t-68.5 -111t-99 -82t-118.5 -54t-125.5 -23q-84 5 -161.5 34t-139.5 78.5t-99 125t-37 164.5q0 69 18 136.5t49.5 126.5t69.5 116.5t81.5 117.5t83.5 119 t76.5 131t58.5 143zM344 710q-23 -33 -43.5 -70.5t-40.5 -102.5t-17 -123q1 -37 14.5 -69.5t30 -52t41 -37t38.5 -24.5t33 -15q21 -7 32 -1t13 22l6 34q2 10 -2.5 22t-13.5 19q-5 4 -14 12t-29.5 40.5t-32.5 73.5q-26 89 6 271q2 11 -6 11q-8 1 -15 -10z" />
<glyph unicode="&#xe065;" d="M1000 1013l108 115q2 1 5 2t13 2t20.5 -1t25 -9.5t28.5 -21.5q22 -22 27 -43t0 -32l-6 -10l-108 -115zM350 1100h400q50 0 105 -13l-187 -187h-368q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5v182l200 200v-332 q0 -165 -93.5 -257.5t-256.5 -92.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400q0 165 92.5 257.5t257.5 92.5zM1009 803l-362 -362l-161 -50l55 170l355 355z" />
<glyph unicode="&#xe066;" d="M350 1100h361q-164 -146 -216 -200h-195q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5l200 153v-103q0 -165 -92.5 -257.5t-257.5 -92.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400q0 165 92.5 257.5t257.5 92.5z M824 1073l339 -301q8 -7 8 -17.5t-8 -17.5l-340 -306q-7 -6 -12.5 -4t-6.5 11v203q-26 1 -54.5 0t-78.5 -7.5t-92 -17.5t-86 -35t-70 -57q10 59 33 108t51.5 81.5t65 58.5t68.5 40.5t67 24.5t56 13.5t40 4.5v210q1 10 6.5 12.5t13.5 -4.5z" />
<glyph unicode="&#xe067;" d="M350 1100h350q60 0 127 -23l-178 -177h-349q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5v69l200 200v-219q0 -165 -92.5 -257.5t-257.5 -92.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400q0 165 92.5 257.5t257.5 92.5z M643 639l395 395q7 7 17.5 7t17.5 -7l101 -101q7 -7 7 -17.5t-7 -17.5l-531 -532q-7 -7 -17.5 -7t-17.5 7l-248 248q-7 7 -7 17.5t7 17.5l101 101q7 7 17.5 7t17.5 -7l111 -111q8 -7 18 -7t18 7z" />
<glyph unicode="&#xe068;" d="M318 918l264 264q8 8 18 8t18 -8l260 -264q7 -8 4.5 -13t-12.5 -5h-170v-200h200v173q0 10 5 12t13 -5l264 -260q8 -7 8 -17.5t-8 -17.5l-264 -265q-8 -7 -13 -5t-5 12v173h-200v-200h170q10 0 12.5 -5t-4.5 -13l-260 -264q-8 -8 -18 -8t-18 8l-264 264q-8 8 -5.5 13 t12.5 5h175v200h-200v-173q0 -10 -5 -12t-13 5l-264 265q-8 7 -8 17.5t8 17.5l264 260q8 7 13 5t5 -12v-173h200v200h-175q-10 0 -12.5 5t5.5 13z" />
<glyph unicode="&#xe069;" d="M250 1100h100q21 0 35.5 -14.5t14.5 -35.5v-438l464 453q15 14 25.5 10t10.5 -25v-1000q0 -21 -10.5 -25t-25.5 10l-464 453v-438q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v1000q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe070;" d="M50 1100h100q21 0 35.5 -14.5t14.5 -35.5v-438l464 453q15 14 25.5 10t10.5 -25v-438l464 453q15 14 25.5 10t10.5 -25v-1000q0 -21 -10.5 -25t-25.5 10l-464 453v-438q0 -21 -10.5 -25t-25.5 10l-464 453v-438q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5 t-14.5 35.5v1000q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe071;" d="M1200 1050v-1000q0 -21 -10.5 -25t-25.5 10l-464 453v-438q0 -21 -10.5 -25t-25.5 10l-492 480q-15 14 -15 35t15 35l492 480q15 14 25.5 10t10.5 -25v-438l464 453q15 14 25.5 10t10.5 -25z" />
<glyph unicode="&#xe072;" d="M243 1074l814 -498q18 -11 18 -26t-18 -26l-814 -498q-18 -11 -30.5 -4t-12.5 28v1000q0 21 12.5 28t30.5 -4z" />
<glyph unicode="&#xe073;" d="M250 1000h200q21 0 35.5 -14.5t14.5 -35.5v-800q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v800q0 21 14.5 35.5t35.5 14.5zM650 1000h200q21 0 35.5 -14.5t14.5 -35.5v-800q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v800 q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe074;" d="M1100 950v-800q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v800q0 21 14.5 35.5t35.5 14.5h800q21 0 35.5 -14.5t14.5 -35.5z" />
<glyph unicode="&#xe075;" d="M500 612v438q0 21 10.5 25t25.5 -10l492 -480q15 -14 15 -35t-15 -35l-492 -480q-15 -14 -25.5 -10t-10.5 25v438l-464 -453q-15 -14 -25.5 -10t-10.5 25v1000q0 21 10.5 25t25.5 -10z" />
<glyph unicode="&#xe076;" d="M1048 1102l100 1q20 0 35 -14.5t15 -35.5l5 -1000q0 -21 -14.5 -35.5t-35.5 -14.5l-100 -1q-21 0 -35.5 14.5t-14.5 35.5l-2 437l-463 -454q-14 -15 -24.5 -10.5t-10.5 25.5l-2 437l-462 -455q-15 -14 -25.5 -9.5t-10.5 24.5l-5 1000q0 21 10.5 25.5t25.5 -10.5l466 -450 l-2 438q0 20 10.5 24.5t25.5 -9.5l466 -451l-2 438q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe077;" d="M850 1100h100q21 0 35.5 -14.5t14.5 -35.5v-1000q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v438l-464 -453q-15 -14 -25.5 -10t-10.5 25v1000q0 21 10.5 25t25.5 -10l464 -453v438q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe078;" d="M686 1081l501 -540q15 -15 10.5 -26t-26.5 -11h-1042q-22 0 -26.5 11t10.5 26l501 540q15 15 36 15t36 -15zM150 400h1000q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1000q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe079;" d="M885 900l-352 -353l352 -353l-197 -198l-552 552l552 550z" />
<glyph unicode="&#xe080;" d="M1064 547l-551 -551l-198 198l353 353l-353 353l198 198z" />
<glyph unicode="&#xe081;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM650 900h-100q-21 0 -35.5 -14.5t-14.5 -35.5v-150h-150 q-21 0 -35.5 -14.5t-14.5 -35.5v-100q0 -21 14.5 -35.5t35.5 -14.5h150v-150q0 -21 14.5 -35.5t35.5 -14.5h100q21 0 35.5 14.5t14.5 35.5v150h150q21 0 35.5 14.5t14.5 35.5v100q0 21 -14.5 35.5t-35.5 14.5h-150v150q0 21 -14.5 35.5t-35.5 14.5z" />
<glyph unicode="&#xe082;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM850 700h-500q-21 0 -35.5 -14.5t-14.5 -35.5v-100q0 -21 14.5 -35.5 t35.5 -14.5h500q21 0 35.5 14.5t14.5 35.5v100q0 21 -14.5 35.5t-35.5 14.5z" />
<glyph unicode="&#xe083;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM741.5 913q-12.5 0 -21.5 -9l-120 -120l-120 120q-9 9 -21.5 9 t-21.5 -9l-141 -141q-9 -9 -9 -21.5t9 -21.5l120 -120l-120 -120q-9 -9 -9 -21.5t9 -21.5l141 -141q9 -9 21.5 -9t21.5 9l120 120l120 -120q9 -9 21.5 -9t21.5 9l141 141q9 9 9 21.5t-9 21.5l-120 120l120 120q9 9 9 21.5t-9 21.5l-141 141q-9 9 -21.5 9z" />
<glyph unicode="&#xe084;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM546 623l-84 85q-7 7 -17.5 7t-18.5 -7l-139 -139q-7 -8 -7 -18t7 -18 l242 -241q7 -8 17.5 -8t17.5 8l375 375q7 7 7 17.5t-7 18.5l-139 139q-7 7 -17.5 7t-17.5 -7z" />
<glyph unicode="&#xe085;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM588 941q-29 0 -59 -5.5t-63 -20.5t-58 -38.5t-41.5 -63t-16.5 -89.5 q0 -25 20 -25h131q30 -5 35 11q6 20 20.5 28t45.5 8q20 0 31.5 -10.5t11.5 -28.5q0 -23 -7 -34t-26 -18q-1 0 -13.5 -4t-19.5 -7.5t-20 -10.5t-22 -17t-18.5 -24t-15.5 -35t-8 -46q-1 -8 5.5 -16.5t20.5 -8.5h173q7 0 22 8t35 28t37.5 48t29.5 74t12 100q0 47 -17 83 t-42.5 57t-59.5 34.5t-64 18t-59 4.5zM675 400h-150q-10 0 -17.5 -7.5t-7.5 -17.5v-150q0 -10 7.5 -17.5t17.5 -7.5h150q10 0 17.5 7.5t7.5 17.5v150q0 10 -7.5 17.5t-17.5 7.5z" />
<glyph unicode="&#xe086;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM675 1000h-150q-10 0 -17.5 -7.5t-7.5 -17.5v-150q0 -10 7.5 -17.5 t17.5 -7.5h150q10 0 17.5 7.5t7.5 17.5v150q0 10 -7.5 17.5t-17.5 7.5zM675 700h-250q-10 0 -17.5 -7.5t-7.5 -17.5v-50q0 -10 7.5 -17.5t17.5 -7.5h75v-200h-75q-10 0 -17.5 -7.5t-7.5 -17.5v-50q0 -10 7.5 -17.5t17.5 -7.5h350q10 0 17.5 7.5t7.5 17.5v50q0 10 -7.5 17.5 t-17.5 7.5h-75v275q0 10 -7.5 17.5t-17.5 7.5z" />
<glyph unicode="&#xe087;" d="M525 1200h150q10 0 17.5 -7.5t7.5 -17.5v-194q103 -27 178.5 -102.5t102.5 -178.5h194q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-194q-27 -103 -102.5 -178.5t-178.5 -102.5v-194q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v194 q-103 27 -178.5 102.5t-102.5 178.5h-194q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5h194q27 103 102.5 178.5t178.5 102.5v194q0 10 7.5 17.5t17.5 7.5zM700 893v-168q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v168q-68 -23 -119 -74 t-74 -119h168q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-168q23 -68 74 -119t119 -74v168q0 10 7.5 17.5t17.5 7.5h150q10 0 17.5 -7.5t7.5 -17.5v-168q68 23 119 74t74 119h-168q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5h168 q-23 68 -74 119t-119 74z" />
<glyph unicode="&#xe088;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5t-57 214.5t-155.5 155.5t-214.5 57zM759 823l64 -64q7 -7 7 -17.5t-7 -17.5l-124 -124l124 -124q7 -7 7 -17.5t-7 -17.5l-64 -64q-7 -7 -17.5 -7t-17.5 7l-124 124l-124 -124q-7 -7 -17.5 -7t-17.5 7l-64 64 q-7 7 -7 17.5t7 17.5l124 124l-124 124q-7 7 -7 17.5t7 17.5l64 64q7 7 17.5 7t17.5 -7l124 -124l124 124q7 7 17.5 7t17.5 -7z" />
<glyph unicode="&#xe089;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5t-57 214.5t-155.5 155.5t-214.5 57zM782 788l106 -106q7 -7 7 -17.5t-7 -17.5l-320 -321q-8 -7 -18 -7t-18 7l-202 203q-8 7 -8 17.5t8 17.5l106 106q7 8 17.5 8t17.5 -8l79 -79l197 197q7 7 17.5 7t17.5 -7z" />
<glyph unicode="&#xe090;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5q0 -120 65 -225 l587 587q-105 65 -225 65zM965 819l-584 -584q104 -62 219 -62q116 0 214.5 57t155.5 155.5t57 214.5q0 115 -62 219z" />
<glyph unicode="&#xe091;" d="M39 582l522 427q16 13 27.5 8t11.5 -26v-291h550q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-550v-291q0 -21 -11.5 -26t-27.5 8l-522 427q-16 13 -16 32t16 32z" />
<glyph unicode="&#xe092;" d="M639 1009l522 -427q16 -13 16 -32t-16 -32l-522 -427q-16 -13 -27.5 -8t-11.5 26v291h-550q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5h550v291q0 21 11.5 26t27.5 -8z" />
<glyph unicode="&#xe093;" d="M682 1161l427 -522q13 -16 8 -27.5t-26 -11.5h-291v-550q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v550h-291q-21 0 -26 11.5t8 27.5l427 522q13 16 32 16t32 -16z" />
<glyph unicode="&#xe094;" d="M550 1200h200q21 0 35.5 -14.5t14.5 -35.5v-550h291q21 0 26 -11.5t-8 -27.5l-427 -522q-13 -16 -32 -16t-32 16l-427 522q-13 16 -8 27.5t26 11.5h291v550q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe095;" d="M639 1109l522 -427q16 -13 16 -32t-16 -32l-522 -427q-16 -13 -27.5 -8t-11.5 26v291q-94 -2 -182 -20t-170.5 -52t-147 -92.5t-100.5 -135.5q5 105 27 193.5t67.5 167t113 135t167 91.5t225.5 42v262q0 21 11.5 26t27.5 -8z" />
<glyph unicode="&#xe096;" d="M850 1200h300q21 0 35.5 -14.5t14.5 -35.5v-300q0 -21 -10.5 -25t-24.5 10l-94 94l-249 -249q-8 -7 -18 -7t-18 7l-106 106q-7 8 -7 18t7 18l249 249l-94 94q-14 14 -10 24.5t25 10.5zM350 0h-300q-21 0 -35.5 14.5t-14.5 35.5v300q0 21 10.5 25t24.5 -10l94 -94l249 249 q8 7 18 7t18 -7l106 -106q7 -8 7 -18t-7 -18l-249 -249l94 -94q14 -14 10 -24.5t-25 -10.5z" />
<glyph unicode="&#xe097;" d="M1014 1120l106 -106q7 -8 7 -18t-7 -18l-249 -249l94 -94q14 -14 10 -24.5t-25 -10.5h-300q-21 0 -35.5 14.5t-14.5 35.5v300q0 21 10.5 25t24.5 -10l94 -94l249 249q8 7 18 7t18 -7zM250 600h300q21 0 35.5 -14.5t14.5 -35.5v-300q0 -21 -10.5 -25t-24.5 10l-94 94 l-249 -249q-8 -7 -18 -7t-18 7l-106 106q-7 8 -7 18t7 18l249 249l-94 94q-14 14 -10 24.5t25 10.5z" />
<glyph unicode="&#xe101;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM704 900h-208q-20 0 -32 -14.5t-8 -34.5l58 -302q4 -20 21.5 -34.5 t37.5 -14.5h54q20 0 37.5 14.5t21.5 34.5l58 302q4 20 -8 34.5t-32 14.5zM675 400h-150q-10 0 -17.5 -7.5t-7.5 -17.5v-150q0 -10 7.5 -17.5t17.5 -7.5h150q10 0 17.5 7.5t7.5 17.5v150q0 10 -7.5 17.5t-17.5 7.5z" />
<glyph unicode="&#xe102;" d="M260 1200q9 0 19 -2t15 -4l5 -2q22 -10 44 -23l196 -118q21 -13 36 -24q29 -21 37 -12q11 13 49 35l196 118q22 13 45 23q17 7 38 7q23 0 47 -16.5t37 -33.5l13 -16q14 -21 18 -45l25 -123l8 -44q1 -9 8.5 -14.5t17.5 -5.5h61q10 0 17.5 -7.5t7.5 -17.5v-50 q0 -10 -7.5 -17.5t-17.5 -7.5h-50q-10 0 -17.5 -7.5t-7.5 -17.5v-175h-400v300h-200v-300h-400v175q0 10 -7.5 17.5t-17.5 7.5h-50q-10 0 -17.5 7.5t-7.5 17.5v50q0 10 7.5 17.5t17.5 7.5h61q11 0 18 3t7 8q0 4 9 52l25 128q5 25 19 45q2 3 5 7t13.5 15t21.5 19.5t26.5 15.5 t29.5 7zM915 1079l-166 -162q-7 -7 -5 -12t12 -5h219q10 0 15 7t2 17l-51 149q-3 10 -11 12t-15 -6zM463 917l-177 157q-8 7 -16 5t-11 -12l-51 -143q-3 -10 2 -17t15 -7h231q11 0 12.5 5t-5.5 12zM500 0h-375q-10 0 -17.5 7.5t-7.5 17.5v375h400v-400zM1100 400v-375 q0 -10 -7.5 -17.5t-17.5 -7.5h-375v400h400z" />
<glyph unicode="&#xe103;" d="M1165 1190q8 3 21 -6.5t13 -17.5q-2 -178 -24.5 -323.5t-55.5 -245.5t-87 -174.5t-102.5 -118.5t-118 -68.5t-118.5 -33t-120 -4.5t-105 9.5t-90 16.5q-61 12 -78 11q-4 1 -12.5 0t-34 -14.5t-52.5 -40.5l-153 -153q-26 -24 -37 -14.5t-11 43.5q0 64 42 102q8 8 50.5 45 t66.5 58q19 17 35 47t13 61q-9 55 -10 102.5t7 111t37 130t78 129.5q39 51 80 88t89.5 63.5t94.5 45t113.5 36t129 31t157.5 37t182 47.5zM1116 1098q-8 9 -22.5 -3t-45.5 -50q-38 -47 -119 -103.5t-142 -89.5l-62 -33q-56 -30 -102 -57t-104 -68t-102.5 -80.5t-85.5 -91 t-64 -104.5q-24 -56 -31 -86t2 -32t31.5 17.5t55.5 59.5q25 30 94 75.5t125.5 77.5t147.5 81q70 37 118.5 69t102 79.5t99 111t86.5 148.5q22 50 24 60t-6 19z" />
<glyph unicode="&#xe104;" d="M653 1231q-39 -67 -54.5 -131t-10.5 -114.5t24.5 -96.5t47.5 -80t63.5 -62.5t68.5 -46.5t65 -30q-4 7 -17.5 35t-18.5 39.5t-17 39.5t-17 43t-13 42t-9.5 44.5t-2 42t4 43t13.5 39t23 38.5q96 -42 165 -107.5t105 -138t52 -156t13 -159t-19 -149.5q-13 -55 -44 -106.5 t-68 -87t-78.5 -64.5t-72.5 -45t-53 -22q-72 -22 -127 -11q-31 6 -13 19q6 3 17 7q13 5 32.5 21t41 44t38.5 63.5t21.5 81.5t-6.5 94.5t-50 107t-104 115.5q10 -104 -0.5 -189t-37 -140.5t-65 -93t-84 -52t-93.5 -11t-95 24.5q-80 36 -131.5 114t-53.5 171q-2 23 0 49.5 t4.5 52.5t13.5 56t27.5 60t46 64.5t69.5 68.5q-8 -53 -5 -102.5t17.5 -90t34 -68.5t44.5 -39t49 -2q31 13 38.5 36t-4.5 55t-29 64.5t-36 75t-26 75.5q-15 85 2 161.5t53.5 128.5t85.5 92.5t93.5 61t81.5 25.5z" />
<glyph unicode="&#xe105;" d="M600 1094q82 0 160.5 -22.5t140 -59t116.5 -82.5t94.5 -95t68 -95t42.5 -82.5t14 -57.5t-14 -57.5t-43 -82.5t-68.5 -95t-94.5 -95t-116.5 -82.5t-140 -59t-159.5 -22.5t-159.5 22.5t-140 59t-116.5 82.5t-94.5 95t-68.5 95t-43 82.5t-14 57.5t14 57.5t42.5 82.5t68 95 t94.5 95t116.5 82.5t140 59t160.5 22.5zM888 829q-15 15 -18 12t5 -22q25 -57 25 -119q0 -124 -88 -212t-212 -88t-212 88t-88 212q0 59 23 114q8 19 4.5 22t-17.5 -12q-70 -69 -160 -184q-13 -16 -15 -40.5t9 -42.5q22 -36 47 -71t70 -82t92.5 -81t113 -58.5t133.5 -24.5 t133.5 24t113 58.5t92.5 81.5t70 81.5t47 70.5q11 18 9 42.5t-14 41.5q-90 117 -163 189zM448 727l-35 -36q-15 -15 -19.5 -38.5t4.5 -41.5q37 -68 93 -116q16 -13 38.5 -11t36.5 17l35 34q14 15 12.5 33.5t-16.5 33.5q-44 44 -89 117q-11 18 -28 20t-32 -12z" />
<glyph unicode="&#xe106;" d="M592 0h-148l31 120q-91 20 -175.5 68.5t-143.5 106.5t-103.5 119t-66.5 110t-22 76q0 21 14 57.5t42.5 82.5t68 95t94.5 95t116.5 82.5t140 59t160.5 22.5q61 0 126 -15l32 121h148zM944 770l47 181q108 -85 176.5 -192t68.5 -159q0 -26 -19.5 -71t-59.5 -102t-93 -112 t-129 -104.5t-158 -75.5l46 173q77 49 136 117t97 131q11 18 9 42.5t-14 41.5q-54 70 -107 130zM310 824q-70 -69 -160 -184q-13 -16 -15 -40.5t9 -42.5q18 -30 39 -60t57 -70.5t74 -73t90 -61t105 -41.5l41 154q-107 18 -178.5 101.5t-71.5 193.5q0 59 23 114q8 19 4.5 22 t-17.5 -12zM448 727l-35 -36q-15 -15 -19.5 -38.5t4.5 -41.5q37 -68 93 -116q16 -13 38.5 -11t36.5 17l12 11l22 86l-3 4q-44 44 -89 117q-11 18 -28 20t-32 -12z" />
<glyph unicode="&#xe107;" d="M-90 100l642 1066q20 31 48 28.5t48 -35.5l642 -1056q21 -32 7.5 -67.5t-50.5 -35.5h-1294q-37 0 -50.5 34t7.5 66zM155 200h345v75q0 10 7.5 17.5t17.5 7.5h150q10 0 17.5 -7.5t7.5 -17.5v-75h345l-445 723zM496 700h208q20 0 32 -14.5t8 -34.5l-58 -252 q-4 -20 -21.5 -34.5t-37.5 -14.5h-54q-20 0 -37.5 14.5t-21.5 34.5l-58 252q-4 20 8 34.5t32 14.5z" />
<glyph unicode="&#xe108;" d="M650 1200q62 0 106 -44t44 -106v-339l363 -325q15 -14 26 -38.5t11 -44.5v-41q0 -20 -12 -26.5t-29 5.5l-359 249v-263q100 -93 100 -113v-64q0 -21 -13 -29t-32 1l-205 128l-205 -128q-19 -9 -32 -1t-13 29v64q0 20 100 113v263l-359 -249q-17 -12 -29 -5.5t-12 26.5v41 q0 20 11 44.5t26 38.5l363 325v339q0 62 44 106t106 44z" />
<glyph unicode="&#xe109;" d="M850 1200h100q21 0 35.5 -14.5t14.5 -35.5v-50h50q21 0 35.5 -14.5t14.5 -35.5v-150h-1100v150q0 21 14.5 35.5t35.5 14.5h50v50q0 21 14.5 35.5t35.5 14.5h100q21 0 35.5 -14.5t14.5 -35.5v-50h500v50q0 21 14.5 35.5t35.5 14.5zM1100 800v-750q0 -21 -14.5 -35.5 t-35.5 -14.5h-1000q-21 0 -35.5 14.5t-14.5 35.5v750h1100zM100 600v-100h100v100h-100zM300 600v-100h100v100h-100zM500 600v-100h100v100h-100zM700 600v-100h100v100h-100zM900 600v-100h100v100h-100zM100 400v-100h100v100h-100zM300 400v-100h100v100h-100zM500 400 v-100h100v100h-100zM700 400v-100h100v100h-100zM900 400v-100h100v100h-100zM100 200v-100h100v100h-100zM300 200v-100h100v100h-100zM500 200v-100h100v100h-100zM700 200v-100h100v100h-100zM900 200v-100h100v100h-100z" />
<glyph unicode="&#xe110;" d="M1135 1165l249 -230q15 -14 15 -35t-15 -35l-249 -230q-14 -14 -24.5 -10t-10.5 25v150h-159l-600 -600h-291q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h209l600 600h241v150q0 21 10.5 25t24.5 -10zM522 819l-141 -141l-122 122h-209q-21 0 -35.5 14.5 t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h291zM1135 565l249 -230q15 -14 15 -35t-15 -35l-249 -230q-14 -14 -24.5 -10t-10.5 25v150h-241l-181 181l141 141l122 -122h159v150q0 21 10.5 25t24.5 -10z" />
<glyph unicode="&#xe111;" d="M100 1100h1000q41 0 70.5 -29.5t29.5 -70.5v-600q0 -41 -29.5 -70.5t-70.5 -29.5h-596l-304 -300v300h-100q-41 0 -70.5 29.5t-29.5 70.5v600q0 41 29.5 70.5t70.5 29.5z" />
<glyph unicode="&#xe112;" d="M150 1200h200q21 0 35.5 -14.5t14.5 -35.5v-250h-300v250q0 21 14.5 35.5t35.5 14.5zM850 1200h200q21 0 35.5 -14.5t14.5 -35.5v-250h-300v250q0 21 14.5 35.5t35.5 14.5zM1100 800v-300q0 -41 -3 -77.5t-15 -89.5t-32 -96t-58 -89t-89 -77t-129 -51t-174 -20t-174 20 t-129 51t-89 77t-58 89t-32 96t-15 89.5t-3 77.5v300h300v-250v-27v-42.5t1.5 -41t5 -38t10 -35t16.5 -30t25.5 -24.5t35 -19t46.5 -12t60 -4t60 4.5t46.5 12.5t35 19.5t25 25.5t17 30.5t10 35t5 38t2 40.5t-0.5 42v25v250h300z" />
<glyph unicode="&#xe113;" d="M1100 411l-198 -199l-353 353l-353 -353l-197 199l551 551z" />
<glyph unicode="&#xe114;" d="M1101 789l-550 -551l-551 551l198 199l353 -353l353 353z" />
<glyph unicode="&#xe115;" d="M404 1000h746q21 0 35.5 -14.5t14.5 -35.5v-551h150q21 0 25 -10.5t-10 -24.5l-230 -249q-14 -15 -35 -15t-35 15l-230 249q-14 14 -10 24.5t25 10.5h150v401h-381zM135 984l230 -249q14 -14 10 -24.5t-25 -10.5h-150v-400h385l215 -200h-750q-21 0 -35.5 14.5 t-14.5 35.5v550h-150q-21 0 -25 10.5t10 24.5l230 249q14 15 35 15t35 -15z" />
<glyph unicode="&#xe116;" d="M56 1200h94q17 0 31 -11t18 -27l38 -162h896q24 0 39 -18.5t10 -42.5l-100 -475q-5 -21 -27 -42.5t-55 -21.5h-633l48 -200h535q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-50v-50q0 -21 -14.5 -35.5t-35.5 -14.5t-35.5 14.5t-14.5 35.5v50h-300v-50 q0 -21 -14.5 -35.5t-35.5 -14.5t-35.5 14.5t-14.5 35.5v50h-31q-18 0 -32.5 10t-20.5 19l-5 10l-201 961h-54q-20 0 -35 14.5t-15 35.5t15 35.5t35 14.5z" />
<glyph unicode="&#xe117;" d="M1200 1000v-100h-1200v100h200q0 41 29.5 70.5t70.5 29.5h300q41 0 70.5 -29.5t29.5 -70.5h500zM0 800h1200v-800h-1200v800z" />
<glyph unicode="&#xe118;" d="M200 800l-200 -400v600h200q0 41 29.5 70.5t70.5 29.5h300q42 0 71 -29.5t29 -70.5h500v-200h-1000zM1500 700l-300 -700h-1200l300 700h1200z" />
<glyph unicode="&#xe119;" d="M635 1184l230 -249q14 -14 10 -24.5t-25 -10.5h-150v-601h150q21 0 25 -10.5t-10 -24.5l-230 -249q-14 -15 -35 -15t-35 15l-230 249q-14 14 -10 24.5t25 10.5h150v601h-150q-21 0 -25 10.5t10 24.5l230 249q14 15 35 15t35 -15z" />
<glyph unicode="&#xe120;" d="M936 864l249 -229q14 -15 14 -35.5t-14 -35.5l-249 -229q-15 -15 -25.5 -10.5t-10.5 24.5v151h-600v-151q0 -20 -10.5 -24.5t-25.5 10.5l-249 229q-14 15 -14 35.5t14 35.5l249 229q15 15 25.5 10.5t10.5 -25.5v-149h600v149q0 21 10.5 25.5t25.5 -10.5z" />
<glyph unicode="&#xe121;" d="M1169 400l-172 732q-5 23 -23 45.5t-38 22.5h-672q-20 0 -38 -20t-23 -41l-172 -739h1138zM1100 300h-1000q-41 0 -70.5 -29.5t-29.5 -70.5v-100q0 -41 29.5 -70.5t70.5 -29.5h1000q41 0 70.5 29.5t29.5 70.5v100q0 41 -29.5 70.5t-70.5 29.5zM800 100v100h100v-100h-100 zM1000 100v100h100v-100h-100z" />
<glyph unicode="&#xe122;" d="M1150 1100q21 0 35.5 -14.5t14.5 -35.5v-850q0 -21 -14.5 -35.5t-35.5 -14.5t-35.5 14.5t-14.5 35.5v850q0 21 14.5 35.5t35.5 14.5zM1000 200l-675 200h-38l47 -276q3 -16 -5.5 -20t-29.5 -4h-7h-84q-20 0 -34.5 14t-18.5 35q-55 337 -55 351v250v6q0 16 1 23.5t6.5 14 t17.5 6.5h200l675 250v-850zM0 750v-250q-4 0 -11 0.5t-24 6t-30 15t-24 30t-11 48.5v50q0 26 10.5 46t25 30t29 16t25.5 7z" />
<glyph unicode="&#xe123;" d="M553 1200h94q20 0 29 -10.5t3 -29.5l-18 -37q83 -19 144 -82.5t76 -140.5l63 -327l118 -173h17q19 0 33 -14.5t14 -35t-13 -40.5t-31 -27q-8 -4 -23 -9.5t-65 -19.5t-103 -25t-132.5 -20t-158.5 -9q-57 0 -115 5t-104 12t-88.5 15.5t-73.5 17.5t-54.5 16t-35.5 12l-11 4 q-18 8 -31 28t-13 40.5t14 35t33 14.5h17l118 173l63 327q15 77 76 140t144 83l-18 32q-6 19 3.5 32t28.5 13zM498 110q50 -6 102 -6q53 0 102 6q-12 -49 -39.5 -79.5t-62.5 -30.5t-63 30.5t-39 79.5z" />
<glyph unicode="&#xe124;" d="M800 946l224 78l-78 -224l234 -45l-180 -155l180 -155l-234 -45l78 -224l-224 78l-45 -234l-155 180l-155 -180l-45 234l-224 -78l78 224l-234 45l180 155l-180 155l234 45l-78 224l224 -78l45 234l155 -180l155 180z" />
<glyph unicode="&#xe125;" d="M650 1200h50q40 0 70 -40.5t30 -84.5v-150l-28 -125h328q40 0 70 -40.5t30 -84.5v-100q0 -45 -29 -74l-238 -344q-16 -24 -38 -40.5t-45 -16.5h-250q-7 0 -42 25t-66 50l-31 25h-61q-45 0 -72.5 18t-27.5 57v400q0 36 20 63l145 196l96 198q13 28 37.5 48t51.5 20z M650 1100l-100 -212l-150 -213v-375h100l136 -100h214l250 375v125h-450l50 225v175h-50zM50 800h100q21 0 35.5 -14.5t14.5 -35.5v-500q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v500q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe126;" d="M600 1100h250q23 0 45 -16.5t38 -40.5l238 -344q29 -29 29 -74v-100q0 -44 -30 -84.5t-70 -40.5h-328q28 -118 28 -125v-150q0 -44 -30 -84.5t-70 -40.5h-50q-27 0 -51.5 20t-37.5 48l-96 198l-145 196q-20 27 -20 63v400q0 39 27.5 57t72.5 18h61q124 100 139 100z M50 1000h100q21 0 35.5 -14.5t14.5 -35.5v-500q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v500q0 21 14.5 35.5t35.5 14.5zM636 1000l-136 -100h-100v-375l150 -213l100 -212h50v175l-50 225h450v125l-250 375h-214z" />
<glyph unicode="&#xe127;" d="M356 873l363 230q31 16 53 -6l110 -112q13 -13 13.5 -32t-11.5 -34l-84 -121h302q84 0 138 -38t54 -110t-55 -111t-139 -39h-106l-131 -339q-6 -21 -19.5 -41t-28.5 -20h-342q-7 0 -90 81t-83 94v525q0 17 14 35.5t28 28.5zM400 792v-503l100 -89h293l131 339 q6 21 19.5 41t28.5 20h203q21 0 30.5 25t0.5 50t-31 25h-456h-7h-6h-5.5t-6 0.5t-5 1.5t-5 2t-4 2.5t-4 4t-2.5 4.5q-12 25 5 47l146 183l-86 83zM50 800h100q21 0 35.5 -14.5t14.5 -35.5v-500q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v500 q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe128;" d="M475 1103l366 -230q2 -1 6 -3.5t14 -10.5t18 -16.5t14.5 -20t6.5 -22.5v-525q0 -13 -86 -94t-93 -81h-342q-15 0 -28.5 20t-19.5 41l-131 339h-106q-85 0 -139.5 39t-54.5 111t54 110t138 38h302l-85 121q-11 15 -10.5 34t13.5 32l110 112q22 22 53 6zM370 945l146 -183 q17 -22 5 -47q-2 -2 -3.5 -4.5t-4 -4t-4 -2.5t-5 -2t-5 -1.5t-6 -0.5h-6h-6.5h-6h-475v-100h221q15 0 29 -20t20 -41l130 -339h294l106 89v503l-342 236zM1050 800h100q21 0 35.5 -14.5t14.5 -35.5v-500q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5 v500q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe129;" d="M550 1294q72 0 111 -55t39 -139v-106l339 -131q21 -6 41 -19.5t20 -28.5v-342q0 -7 -81 -90t-94 -83h-525q-17 0 -35.5 14t-28.5 28l-9 14l-230 363q-16 31 6 53l112 110q13 13 32 13.5t34 -11.5l121 -84v302q0 84 38 138t110 54zM600 972v203q0 21 -25 30.5t-50 0.5 t-25 -31v-456v-7v-6v-5.5t-0.5 -6t-1.5 -5t-2 -5t-2.5 -4t-4 -4t-4.5 -2.5q-25 -12 -47 5l-183 146l-83 -86l236 -339h503l89 100v293l-339 131q-21 6 -41 19.5t-20 28.5zM450 200h500q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-500 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe130;" d="M350 1100h500q21 0 35.5 14.5t14.5 35.5v100q0 21 -14.5 35.5t-35.5 14.5h-500q-21 0 -35.5 -14.5t-14.5 -35.5v-100q0 -21 14.5 -35.5t35.5 -14.5zM600 306v-106q0 -84 -39 -139t-111 -55t-110 54t-38 138v302l-121 -84q-15 -12 -34 -11.5t-32 13.5l-112 110 q-22 22 -6 53l230 363q1 2 3.5 6t10.5 13.5t16.5 17t20 13.5t22.5 6h525q13 0 94 -83t81 -90v-342q0 -15 -20 -28.5t-41 -19.5zM308 900l-236 -339l83 -86l183 146q22 17 47 5q2 -1 4.5 -2.5t4 -4t2.5 -4t2 -5t1.5 -5t0.5 -6v-5.5v-6v-7v-456q0 -22 25 -31t50 0.5t25 30.5 v203q0 15 20 28.5t41 19.5l339 131v293l-89 100h-503z" />
<glyph unicode="&#xe131;" d="M600 1178q118 0 225 -45.5t184.5 -123t123 -184.5t45.5 -225t-45.5 -225t-123 -184.5t-184.5 -123t-225 -45.5t-225 45.5t-184.5 123t-123 184.5t-45.5 225t45.5 225t123 184.5t184.5 123t225 45.5zM914 632l-275 223q-16 13 -27.5 8t-11.5 -26v-137h-275 q-10 0 -17.5 -7.5t-7.5 -17.5v-150q0 -10 7.5 -17.5t17.5 -7.5h275v-137q0 -21 11.5 -26t27.5 8l275 223q16 13 16 32t-16 32z" />
<glyph unicode="&#xe132;" d="M600 1178q118 0 225 -45.5t184.5 -123t123 -184.5t45.5 -225t-45.5 -225t-123 -184.5t-184.5 -123t-225 -45.5t-225 45.5t-184.5 123t-123 184.5t-45.5 225t45.5 225t123 184.5t184.5 123t225 45.5zM561 855l-275 -223q-16 -13 -16 -32t16 -32l275 -223q16 -13 27.5 -8 t11.5 26v137h275q10 0 17.5 7.5t7.5 17.5v150q0 10 -7.5 17.5t-17.5 7.5h-275v137q0 21 -11.5 26t-27.5 -8z" />
<glyph unicode="&#xe133;" d="M600 1178q118 0 225 -45.5t184.5 -123t123 -184.5t45.5 -225t-45.5 -225t-123 -184.5t-184.5 -123t-225 -45.5t-225 45.5t-184.5 123t-123 184.5t-45.5 225t45.5 225t123 184.5t184.5 123t225 45.5zM855 639l-223 275q-13 16 -32 16t-32 -16l-223 -275q-13 -16 -8 -27.5 t26 -11.5h137v-275q0 -10 7.5 -17.5t17.5 -7.5h150q10 0 17.5 7.5t7.5 17.5v275h137q21 0 26 11.5t-8 27.5z" />
<glyph unicode="&#xe134;" d="M600 1178q118 0 225 -45.5t184.5 -123t123 -184.5t45.5 -225t-45.5 -225t-123 -184.5t-184.5 -123t-225 -45.5t-225 45.5t-184.5 123t-123 184.5t-45.5 225t45.5 225t123 184.5t184.5 123t225 45.5zM675 900h-150q-10 0 -17.5 -7.5t-7.5 -17.5v-275h-137q-21 0 -26 -11.5 t8 -27.5l223 -275q13 -16 32 -16t32 16l223 275q13 16 8 27.5t-26 11.5h-137v275q0 10 -7.5 17.5t-17.5 7.5z" />
<glyph unicode="&#xe135;" d="M600 1176q116 0 222.5 -46t184 -123.5t123.5 -184t46 -222.5t-46 -222.5t-123.5 -184t-184 -123.5t-222.5 -46t-222.5 46t-184 123.5t-123.5 184t-46 222.5t46 222.5t123.5 184t184 123.5t222.5 46zM627 1101q-15 -12 -36.5 -20.5t-35.5 -12t-43 -8t-39 -6.5 q-15 -3 -45.5 0t-45.5 -2q-20 -7 -51.5 -26.5t-34.5 -34.5q-3 -11 6.5 -22.5t8.5 -18.5q-3 -34 -27.5 -91t-29.5 -79q-9 -34 5 -93t8 -87q0 -9 17 -44.5t16 -59.5q12 0 23 -5t23.5 -15t19.5 -14q16 -8 33 -15t40.5 -15t34.5 -12q21 -9 52.5 -32t60 -38t57.5 -11 q7 -15 -3 -34t-22.5 -40t-9.5 -38q13 -21 23 -34.5t27.5 -27.5t36.5 -18q0 -7 -3.5 -16t-3.5 -14t5 -17q104 -2 221 112q30 29 46.5 47t34.5 49t21 63q-13 8 -37 8.5t-36 7.5q-15 7 -49.5 15t-51.5 19q-18 0 -41 -0.5t-43 -1.5t-42 -6.5t-38 -16.5q-51 -35 -66 -12 q-4 1 -3.5 25.5t0.5 25.5q-6 13 -26.5 17.5t-24.5 6.5q1 15 -0.5 30.5t-7 28t-18.5 11.5t-31 -21q-23 -25 -42 4q-19 28 -8 58q6 16 22 22q6 -1 26 -1.5t33.5 -4t19.5 -13.5q7 -12 18 -24t21.5 -20.5t20 -15t15.5 -10.5l5 -3q2 12 7.5 30.5t8 34.5t-0.5 32q-3 18 3.5 29 t18 22.5t15.5 24.5q6 14 10.5 35t8 31t15.5 22.5t34 22.5q-6 18 10 36q8 0 24 -1.5t24.5 -1.5t20 4.5t20.5 15.5q-10 23 -31 42.5t-37.5 29.5t-49 27t-43.5 23q0 1 2 8t3 11.5t1.5 10.5t-1 9.5t-4.5 4.5q31 -13 58.5 -14.5t38.5 2.5l12 5q5 28 -9.5 46t-36.5 24t-50 15 t-41 20q-18 -4 -37 0zM613 994q0 -17 8 -42t17 -45t9 -23q-8 1 -39.5 5.5t-52.5 10t-37 16.5q3 11 16 29.5t16 25.5q10 -10 19 -10t14 6t13.5 14.5t16.5 12.5z" />
<glyph unicode="&#xe136;" d="M756 1157q164 92 306 -9l-259 -138l145 -232l251 126q6 -89 -34 -156.5t-117 -110.5q-60 -34 -127 -39.5t-126 16.5l-596 -596q-15 -16 -36.5 -16t-36.5 16l-111 110q-15 15 -15 36.5t15 37.5l600 599q-34 101 5.5 201.5t135.5 154.5z" />
<glyph unicode="&#xe137;" horiz-adv-x="1220" d="M100 1196h1000q41 0 70.5 -29.5t29.5 -70.5v-100q0 -41 -29.5 -70.5t-70.5 -29.5h-1000q-41 0 -70.5 29.5t-29.5 70.5v100q0 41 29.5 70.5t70.5 29.5zM1100 1096h-200v-100h200v100zM100 796h1000q41 0 70.5 -29.5t29.5 -70.5v-100q0 -41 -29.5 -70.5t-70.5 -29.5h-1000 q-41 0 -70.5 29.5t-29.5 70.5v100q0 41 29.5 70.5t70.5 29.5zM1100 696h-500v-100h500v100zM100 396h1000q41 0 70.5 -29.5t29.5 -70.5v-100q0 -41 -29.5 -70.5t-70.5 -29.5h-1000q-41 0 -70.5 29.5t-29.5 70.5v100q0 41 29.5 70.5t70.5 29.5zM1100 296h-300v-100h300v100z " />
<glyph unicode="&#xe138;" d="M150 1200h900q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-900q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM700 500v-300l-200 -200v500l-350 500h900z" />
<glyph unicode="&#xe139;" d="M500 1200h200q41 0 70.5 -29.5t29.5 -70.5v-100h300q41 0 70.5 -29.5t29.5 -70.5v-400h-500v100h-200v-100h-500v400q0 41 29.5 70.5t70.5 29.5h300v100q0 41 29.5 70.5t70.5 29.5zM500 1100v-100h200v100h-200zM1200 400v-200q0 -41 -29.5 -70.5t-70.5 -29.5h-1000 q-41 0 -70.5 29.5t-29.5 70.5v200h1200z" />
<glyph unicode="&#xe140;" d="M50 1200h300q21 0 25 -10.5t-10 -24.5l-94 -94l199 -199q7 -8 7 -18t-7 -18l-106 -106q-8 -7 -18 -7t-18 7l-199 199l-94 -94q-14 -14 -24.5 -10t-10.5 25v300q0 21 14.5 35.5t35.5 14.5zM850 1200h300q21 0 35.5 -14.5t14.5 -35.5v-300q0 -21 -10.5 -25t-24.5 10l-94 94 l-199 -199q-8 -7 -18 -7t-18 7l-106 106q-7 8 -7 18t7 18l199 199l-94 94q-14 14 -10 24.5t25 10.5zM364 470l106 -106q7 -8 7 -18t-7 -18l-199 -199l94 -94q14 -14 10 -24.5t-25 -10.5h-300q-21 0 -35.5 14.5t-14.5 35.5v300q0 21 10.5 25t24.5 -10l94 -94l199 199 q8 7 18 7t18 -7zM1071 271l94 94q14 14 24.5 10t10.5 -25v-300q0 -21 -14.5 -35.5t-35.5 -14.5h-300q-21 0 -25 10.5t10 24.5l94 94l-199 199q-7 8 -7 18t7 18l106 106q8 7 18 7t18 -7z" />
<glyph unicode="&#xe141;" d="M596 1192q121 0 231.5 -47.5t190 -127t127 -190t47.5 -231.5t-47.5 -231.5t-127 -190.5t-190 -127t-231.5 -47t-231.5 47t-190.5 127t-127 190.5t-47 231.5t47 231.5t127 190t190.5 127t231.5 47.5zM596 1010q-112 0 -207.5 -55.5t-151 -151t-55.5 -207.5t55.5 -207.5 t151 -151t207.5 -55.5t207.5 55.5t151 151t55.5 207.5t-55.5 207.5t-151 151t-207.5 55.5zM454.5 905q22.5 0 38.5 -16t16 -38.5t-16 -39t-38.5 -16.5t-38.5 16.5t-16 39t16 38.5t38.5 16zM754.5 905q22.5 0 38.5 -16t16 -38.5t-16 -39t-38 -16.5q-14 0 -29 10l-55 -145 q17 -23 17 -51q0 -36 -25.5 -61.5t-61.5 -25.5t-61.5 25.5t-25.5 61.5q0 32 20.5 56.5t51.5 29.5l122 126l1 1q-9 14 -9 28q0 23 16 39t38.5 16zM345.5 709q22.5 0 38.5 -16t16 -38.5t-16 -38.5t-38.5 -16t-38.5 16t-16 38.5t16 38.5t38.5 16zM854.5 709q22.5 0 38.5 -16 t16 -38.5t-16 -38.5t-38.5 -16t-38.5 16t-16 38.5t16 38.5t38.5 16z" />
<glyph unicode="&#xe142;" d="M546 173l469 470q91 91 99 192q7 98 -52 175.5t-154 94.5q-22 4 -47 4q-34 0 -66.5 -10t-56.5 -23t-55.5 -38t-48 -41.5t-48.5 -47.5q-376 -375 -391 -390q-30 -27 -45 -41.5t-37.5 -41t-32 -46.5t-16 -47.5t-1.5 -56.5q9 -62 53.5 -95t99.5 -33q74 0 125 51l548 548 q36 36 20 75q-7 16 -21.5 26t-32.5 10q-26 0 -50 -23q-13 -12 -39 -38l-341 -338q-15 -15 -35.5 -15.5t-34.5 13.5t-14 34.5t14 34.5q327 333 361 367q35 35 67.5 51.5t78.5 16.5q14 0 29 -1q44 -8 74.5 -35.5t43.5 -68.5q14 -47 2 -96.5t-47 -84.5q-12 -11 -32 -32 t-79.5 -81t-114.5 -115t-124.5 -123.5t-123 -119.5t-96.5 -89t-57 -45q-56 -27 -120 -27q-70 0 -129 32t-93 89q-48 78 -35 173t81 163l511 511q71 72 111 96q91 55 198 55q80 0 152 -33q78 -36 129.5 -103t66.5 -154q17 -93 -11 -183.5t-94 -156.5l-482 -476 q-15 -15 -36 -16t-37 14t-17.5 34t14.5 35z" />
<glyph unicode="&#xe143;" d="M649 949q48 68 109.5 104t121.5 38.5t118.5 -20t102.5 -64t71 -100.5t27 -123q0 -57 -33.5 -117.5t-94 -124.5t-126.5 -127.5t-150 -152.5t-146 -174q-62 85 -145.5 174t-150 152.5t-126.5 127.5t-93.5 124.5t-33.5 117.5q0 64 28 123t73 100.5t104 64t119 20 t120.5 -38.5t104.5 -104zM896 972q-33 0 -64.5 -19t-56.5 -46t-47.5 -53.5t-43.5 -45.5t-37.5 -19t-36 19t-40 45.5t-43 53.5t-54 46t-65.5 19q-67 0 -122.5 -55.5t-55.5 -132.5q0 -23 13.5 -51t46 -65t57.5 -63t76 -75l22 -22q15 -14 44 -44t50.5 -51t46 -44t41 -35t23 -12 t23.5 12t42.5 36t46 44t52.5 52t44 43q4 4 12 13q43 41 63.5 62t52 55t46 55t26 46t11.5 44q0 79 -53 133.5t-120 54.5z" />
<glyph unicode="&#xe144;" d="M776.5 1214q93.5 0 159.5 -66l141 -141q66 -66 66 -160q0 -42 -28 -95.5t-62 -87.5l-29 -29q-31 53 -77 99l-18 18l95 95l-247 248l-389 -389l212 -212l-105 -106l-19 18l-141 141q-66 66 -66 159t66 159l283 283q65 66 158.5 66zM600 706l105 105q10 -8 19 -17l141 -141 q66 -66 66 -159t-66 -159l-283 -283q-66 -66 -159 -66t-159 66l-141 141q-66 66 -66 159.5t66 159.5l55 55q29 -55 75 -102l18 -17l-95 -95l247 -248l389 389z" />
<glyph unicode="&#xe145;" d="M603 1200q85 0 162 -15t127 -38t79 -48t29 -46v-953q0 -41 -29.5 -70.5t-70.5 -29.5h-600q-41 0 -70.5 29.5t-29.5 70.5v953q0 21 30 46.5t81 48t129 37.5t163 15zM300 1000v-700h600v700h-600zM600 254q-43 0 -73.5 -30.5t-30.5 -73.5t30.5 -73.5t73.5 -30.5t73.5 30.5 t30.5 73.5t-30.5 73.5t-73.5 30.5z" />
<glyph unicode="&#xe146;" d="M902 1185l283 -282q15 -15 15 -36t-14.5 -35.5t-35.5 -14.5t-35 15l-36 35l-279 -267v-300l-212 210l-308 -307l-280 -203l203 280l307 308l-210 212h300l267 279l-35 36q-15 14 -15 35t14.5 35.5t35.5 14.5t35 -15z" />
<glyph unicode="&#xe148;" d="M700 1248v-78q38 -5 72.5 -14.5t75.5 -31.5t71 -53.5t52 -84t24 -118.5h-159q-4 36 -10.5 59t-21 45t-40 35.5t-64.5 20.5v-307l64 -13q34 -7 64 -16.5t70 -32t67.5 -52.5t47.5 -80t20 -112q0 -139 -89 -224t-244 -97v-77h-100v79q-150 16 -237 103q-40 40 -52.5 93.5 t-15.5 139.5h139q5 -77 48.5 -126t117.5 -65v335l-27 8q-46 14 -79 26.5t-72 36t-63 52t-40 72.5t-16 98q0 70 25 126t67.5 92t94.5 57t110 27v77h100zM600 754v274q-29 -4 -50 -11t-42 -21.5t-31.5 -41.5t-10.5 -65q0 -29 7 -50.5t16.5 -34t28.5 -22.5t31.5 -14t37.5 -10 q9 -3 13 -4zM700 547v-310q22 2 42.5 6.5t45 15.5t41.5 27t29 42t12 59.5t-12.5 59.5t-38 44.5t-53 31t-66.5 24.5z" />
<glyph unicode="&#xe149;" d="M561 1197q84 0 160.5 -40t123.5 -109.5t47 -147.5h-153q0 40 -19.5 71.5t-49.5 48.5t-59.5 26t-55.5 9q-37 0 -79 -14.5t-62 -35.5q-41 -44 -41 -101q0 -26 13.5 -63t26.5 -61t37 -66q6 -9 9 -14h241v-100h-197q8 -50 -2.5 -115t-31.5 -95q-45 -62 -99 -112 q34 10 83 17.5t71 7.5q32 1 102 -16t104 -17q83 0 136 30l50 -147q-31 -19 -58 -30.5t-55 -15.5t-42 -4.5t-46 -0.5q-23 0 -76 17t-111 32.5t-96 11.5q-39 -3 -82 -16t-67 -25l-23 -11l-55 145q4 3 16 11t15.5 10.5t13 9t15.5 12t14.5 14t17.5 18.5q48 55 54 126.5 t-30 142.5h-221v100h166q-23 47 -44 104q-7 20 -12 41.5t-6 55.5t6 66.5t29.5 70.5t58.5 71q97 88 263 88z" />
<glyph unicode="&#xe150;" d="M400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM935 1184l230 -249q14 -14 10 -24.5t-25 -10.5h-150v-900h-200v900h-150q-21 0 -25 10.5t10 24.5l230 249q14 15 35 15t35 -15z" />
<glyph unicode="&#xe151;" d="M1000 700h-100v100h-100v-100h-100v500h300v-500zM400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM801 1100v-200h100v200h-100zM1000 350l-200 -250h200v-100h-300v150l200 250h-200v100h300v-150z " />
<glyph unicode="&#xe152;" d="M400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM1000 1050l-200 -250h200v-100h-300v150l200 250h-200v100h300v-150zM1000 0h-100v100h-100v-100h-100v500h300v-500zM801 400v-200h100v200h-100z " />
<glyph unicode="&#xe153;" d="M400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM1000 700h-100v400h-100v100h200v-500zM1100 0h-100v100h-200v400h300v-500zM901 400v-200h100v200h-100z" />
<glyph unicode="&#xe154;" d="M400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM1100 700h-100v100h-200v400h300v-500zM901 1100v-200h100v200h-100zM1000 0h-100v400h-100v100h200v-500z" />
<glyph unicode="&#xe155;" d="M400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM900 1000h-200v200h200v-200zM1000 700h-300v200h300v-200zM1100 400h-400v200h400v-200zM1200 100h-500v200h500v-200z" />
<glyph unicode="&#xe156;" d="M400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM1200 1000h-500v200h500v-200zM1100 700h-400v200h400v-200zM1000 400h-300v200h300v-200zM900 100h-200v200h200v-200z" />
<glyph unicode="&#xe157;" d="M350 1100h400q162 0 256 -93.5t94 -256.5v-400q0 -165 -93.5 -257.5t-256.5 -92.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400q0 165 92.5 257.5t257.5 92.5zM800 900h-500q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5 v500q0 41 -29.5 70.5t-70.5 29.5z" />
<glyph unicode="&#xe158;" d="M350 1100h400q165 0 257.5 -92.5t92.5 -257.5v-400q0 -165 -92.5 -257.5t-257.5 -92.5h-400q-163 0 -256.5 92.5t-93.5 257.5v400q0 163 94 256.5t256 93.5zM800 900h-500q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5 v500q0 41 -29.5 70.5t-70.5 29.5zM440 770l253 -190q17 -12 17 -30t-17 -30l-253 -190q-16 -12 -28 -6.5t-12 26.5v400q0 21 12 26.5t28 -6.5z" />
<glyph unicode="&#xe159;" d="M350 1100h400q163 0 256.5 -94t93.5 -256v-400q0 -165 -92.5 -257.5t-257.5 -92.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400q0 163 92.5 256.5t257.5 93.5zM800 900h-500q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5 v500q0 41 -29.5 70.5t-70.5 29.5zM350 700h400q21 0 26.5 -12t-6.5 -28l-190 -253q-12 -17 -30 -17t-30 17l-190 253q-12 16 -6.5 28t26.5 12z" />
<glyph unicode="&#xe160;" d="M350 1100h400q165 0 257.5 -92.5t92.5 -257.5v-400q0 -163 -92.5 -256.5t-257.5 -93.5h-400q-163 0 -256.5 94t-93.5 256v400q0 165 92.5 257.5t257.5 92.5zM800 900h-500q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5 v500q0 41 -29.5 70.5t-70.5 29.5zM580 693l190 -253q12 -16 6.5 -28t-26.5 -12h-400q-21 0 -26.5 12t6.5 28l190 253q12 17 30 17t30 -17z" />
<glyph unicode="&#xe161;" d="M550 1100h400q165 0 257.5 -92.5t92.5 -257.5v-400q0 -165 -92.5 -257.5t-257.5 -92.5h-400q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h450q41 0 70.5 29.5t29.5 70.5v500q0 41 -29.5 70.5t-70.5 29.5h-450q-21 0 -35.5 14.5t-14.5 35.5v100 q0 21 14.5 35.5t35.5 14.5zM338 867l324 -284q16 -14 16 -33t-16 -33l-324 -284q-16 -14 -27 -9t-11 26v150h-250q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5h250v150q0 21 11 26t27 -9z" />
<glyph unicode="&#xe162;" d="M793 1182l9 -9q8 -10 5 -27q-3 -11 -79 -225.5t-78 -221.5l300 1q24 0 32.5 -17.5t-5.5 -35.5q-1 0 -133.5 -155t-267 -312.5t-138.5 -162.5q-12 -15 -26 -15h-9l-9 8q-9 11 -4 32q2 9 42 123.5t79 224.5l39 110h-302q-23 0 -31 19q-10 21 6 41q75 86 209.5 237.5 t228 257t98.5 111.5q9 16 25 16h9z" />
<glyph unicode="&#xe163;" d="M350 1100h400q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-450q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h450q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400 q0 165 92.5 257.5t257.5 92.5zM938 867l324 -284q16 -14 16 -33t-16 -33l-324 -284q-16 -14 -27 -9t-11 26v150h-250q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5h250v150q0 21 11 26t27 -9z" />
<glyph unicode="&#xe164;" d="M750 1200h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -10.5 -25t-24.5 10l-109 109l-312 -312q-15 -15 -35.5 -15t-35.5 15l-141 141q-15 15 -15 35.5t15 35.5l312 312l-109 109q-14 14 -10 24.5t25 10.5zM456 900h-156q-41 0 -70.5 -29.5t-29.5 -70.5v-500 q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5v148l200 200v-298q0 -165 -93.5 -257.5t-256.5 -92.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400q0 165 92.5 257.5t257.5 92.5h300z" />
<glyph unicode="&#xe165;" d="M600 1186q119 0 227.5 -46.5t187 -125t125 -187t46.5 -227.5t-46.5 -227.5t-125 -187t-187 -125t-227.5 -46.5t-227.5 46.5t-187 125t-125 187t-46.5 227.5t46.5 227.5t125 187t187 125t227.5 46.5zM600 1022q-115 0 -212 -56.5t-153.5 -153.5t-56.5 -212t56.5 -212 t153.5 -153.5t212 -56.5t212 56.5t153.5 153.5t56.5 212t-56.5 212t-153.5 153.5t-212 56.5zM600 794q80 0 137 -57t57 -137t-57 -137t-137 -57t-137 57t-57 137t57 137t137 57z" />
<glyph unicode="&#xe166;" d="M450 1200h200q21 0 35.5 -14.5t14.5 -35.5v-350h245q20 0 25 -11t-9 -26l-383 -426q-14 -15 -33.5 -15t-32.5 15l-379 426q-13 15 -8.5 26t25.5 11h250v350q0 21 14.5 35.5t35.5 14.5zM50 300h1000q21 0 35.5 -14.5t14.5 -35.5v-250h-1100v250q0 21 14.5 35.5t35.5 14.5z M900 200v-50h100v50h-100z" />
<glyph unicode="&#xe167;" d="M583 1182l378 -435q14 -15 9 -31t-26 -16h-244v-250q0 -20 -17 -35t-39 -15h-200q-20 0 -32 14.5t-12 35.5v250h-250q-20 0 -25.5 16.5t8.5 31.5l383 431q14 16 33.5 17t33.5 -14zM50 300h1000q21 0 35.5 -14.5t14.5 -35.5v-250h-1100v250q0 21 14.5 35.5t35.5 14.5z M900 200v-50h100v50h-100z" />
<glyph unicode="&#xe168;" d="M396 723l369 369q7 7 17.5 7t17.5 -7l139 -139q7 -8 7 -18.5t-7 -17.5l-525 -525q-7 -8 -17.5 -8t-17.5 8l-292 291q-7 8 -7 18t7 18l139 139q8 7 18.5 7t17.5 -7zM50 300h1000q21 0 35.5 -14.5t14.5 -35.5v-250h-1100v250q0 21 14.5 35.5t35.5 14.5zM900 200v-50h100v50 h-100z" />
<glyph unicode="&#xe169;" d="M135 1023l142 142q14 14 35 14t35 -14l77 -77l-212 -212l-77 76q-14 15 -14 36t14 35zM655 855l210 210q14 14 24.5 10t10.5 -25l-2 -599q-1 -20 -15.5 -35t-35.5 -15l-597 -1q-21 0 -25 10.5t10 24.5l208 208l-154 155l212 212zM50 300h1000q21 0 35.5 -14.5t14.5 -35.5 v-250h-1100v250q0 21 14.5 35.5t35.5 14.5zM900 200v-50h100v50h-100z" />
<glyph unicode="&#xe170;" d="M350 1200l599 -2q20 -1 35 -15.5t15 -35.5l1 -597q0 -21 -10.5 -25t-24.5 10l-208 208l-155 -154l-212 212l155 154l-210 210q-14 14 -10 24.5t25 10.5zM524 512l-76 -77q-15 -14 -36 -14t-35 14l-142 142q-14 14 -14 35t14 35l77 77zM50 300h1000q21 0 35.5 -14.5 t14.5 -35.5v-250h-1100v250q0 21 14.5 35.5t35.5 14.5zM900 200v-50h100v50h-100z" />
<glyph unicode="&#xe171;" d="M1200 103l-483 276l-314 -399v423h-399l1196 796v-1096zM483 424v-230l683 953z" />
<glyph unicode="&#xe172;" d="M1100 1000v-850q0 -21 -14.5 -35.5t-35.5 -14.5h-150v400h-700v-400h-150q-21 0 -35.5 14.5t-14.5 35.5v1000q0 20 14.5 35t35.5 15h250v-300h500v300h100zM700 1000h-100v200h100v-200z" />
<glyph unicode="&#xe173;" d="M1100 1000l-2 -149l-299 -299l-95 95q-9 9 -21.5 9t-21.5 -9l-149 -147h-312v-400h-150q-21 0 -35.5 14.5t-14.5 35.5v1000q0 20 14.5 35t35.5 15h250v-300h500v300h100zM700 1000h-100v200h100v-200zM1132 638l106 -106q7 -7 7 -17.5t-7 -17.5l-420 -421q-8 -7 -18 -7 t-18 7l-202 203q-8 7 -8 17.5t8 17.5l106 106q7 8 17.5 8t17.5 -8l79 -79l297 297q7 7 17.5 7t17.5 -7z" />
<glyph unicode="&#xe174;" d="M1100 1000v-269l-103 -103l-134 134q-15 15 -33.5 16.5t-34.5 -12.5l-266 -266h-329v-400h-150q-21 0 -35.5 14.5t-14.5 35.5v1000q0 20 14.5 35t35.5 15h250v-300h500v300h100zM700 1000h-100v200h100v-200zM1202 572l70 -70q15 -15 15 -35.5t-15 -35.5l-131 -131 l131 -131q15 -15 15 -35.5t-15 -35.5l-70 -70q-15 -15 -35.5 -15t-35.5 15l-131 131l-131 -131q-15 -15 -35.5 -15t-35.5 15l-70 70q-15 15 -15 35.5t15 35.5l131 131l-131 131q-15 15 -15 35.5t15 35.5l70 70q15 15 35.5 15t35.5 -15l131 -131l131 131q15 15 35.5 15 t35.5 -15z" />
<glyph unicode="&#xe175;" d="M1100 1000v-300h-350q-21 0 -35.5 -14.5t-14.5 -35.5v-150h-500v-400h-150q-21 0 -35.5 14.5t-14.5 35.5v1000q0 20 14.5 35t35.5 15h250v-300h500v300h100zM700 1000h-100v200h100v-200zM850 600h100q21 0 35.5 -14.5t14.5 -35.5v-250h150q21 0 25 -10.5t-10 -24.5 l-230 -230q-14 -14 -35 -14t-35 14l-230 230q-14 14 -10 24.5t25 10.5h150v250q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe176;" d="M1100 1000v-400l-165 165q-14 15 -35 15t-35 -15l-263 -265h-402v-400h-150q-21 0 -35.5 14.5t-14.5 35.5v1000q0 20 14.5 35t35.5 15h250v-300h500v300h100zM700 1000h-100v200h100v-200zM935 565l230 -229q14 -15 10 -25.5t-25 -10.5h-150v-250q0 -20 -14.5 -35 t-35.5 -15h-100q-21 0 -35.5 15t-14.5 35v250h-150q-21 0 -25 10.5t10 25.5l230 229q14 15 35 15t35 -15z" />
<glyph unicode="&#xe177;" d="M50 1100h1100q21 0 35.5 -14.5t14.5 -35.5v-150h-1200v150q0 21 14.5 35.5t35.5 14.5zM1200 800v-550q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v550h1200zM100 500v-200h400v200h-400z" />
<glyph unicode="&#xe178;" d="M935 1165l248 -230q14 -14 14 -35t-14 -35l-248 -230q-14 -14 -24.5 -10t-10.5 25v150h-400v200h400v150q0 21 10.5 25t24.5 -10zM200 800h-50q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h50v-200zM400 800h-100v200h100v-200zM18 435l247 230 q14 14 24.5 10t10.5 -25v-150h400v-200h-400v-150q0 -21 -10.5 -25t-24.5 10l-247 230q-15 14 -15 35t15 35zM900 300h-100v200h100v-200zM1000 500h51q20 0 34.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-34.5 -14.5h-51v200z" />
<glyph unicode="&#xe179;" d="M862 1073l276 116q25 18 43.5 8t18.5 -41v-1106q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v397q-4 1 -11 5t-24 17.5t-30 29t-24 42t-11 56.5v359q0 31 18.5 65t43.5 52zM550 1200q22 0 34.5 -12.5t14.5 -24.5l1 -13v-450q0 -28 -10.5 -59.5 t-25 -56t-29 -45t-25.5 -31.5l-10 -11v-447q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v447q-4 4 -11 11.5t-24 30.5t-30 46t-24 55t-11 60v450q0 2 0.5 5.5t4 12t8.5 15t14.5 12t22.5 5.5q20 0 32.5 -12.5t14.5 -24.5l3 -13v-350h100v350v5.5t2.5 12 t7 15t15 12t25.5 5.5q23 0 35.5 -12.5t13.5 -24.5l1 -13v-350h100v350q0 2 0.5 5.5t3 12t7 15t15 12t24.5 5.5z" />
<glyph unicode="&#xe180;" d="M1200 1100v-56q-4 0 -11 -0.5t-24 -3t-30 -7.5t-24 -15t-11 -24v-888q0 -22 25 -34.5t50 -13.5l25 -2v-56h-400v56q75 0 87.5 6.5t12.5 43.5v394h-500v-394q0 -37 12.5 -43.5t87.5 -6.5v-56h-400v56q4 0 11 0.5t24 3t30 7.5t24 15t11 24v888q0 22 -25 34.5t-50 13.5 l-25 2v56h400v-56q-75 0 -87.5 -6.5t-12.5 -43.5v-394h500v394q0 37 -12.5 43.5t-87.5 6.5v56h400z" />
<glyph unicode="&#xe181;" d="M675 1000h375q21 0 35.5 -14.5t14.5 -35.5v-150h-105l-295 -98v98l-200 200h-400l100 100h375zM100 900h300q41 0 70.5 -29.5t29.5 -70.5v-500q0 -41 -29.5 -70.5t-70.5 -29.5h-300q-41 0 -70.5 29.5t-29.5 70.5v500q0 41 29.5 70.5t70.5 29.5zM100 800v-200h300v200 h-300zM1100 535l-400 -133v163l400 133v-163zM100 500v-200h300v200h-300zM1100 398v-248q0 -21 -14.5 -35.5t-35.5 -14.5h-375l-100 -100h-375l-100 100h400l200 200h105z" />
<glyph unicode="&#xe182;" d="M17 1007l162 162q17 17 40 14t37 -22l139 -194q14 -20 11 -44.5t-20 -41.5l-119 -118q102 -142 228 -268t267 -227l119 118q17 17 42.5 19t44.5 -12l192 -136q19 -14 22.5 -37.5t-13.5 -40.5l-163 -162q-3 -1 -9.5 -1t-29.5 2t-47.5 6t-62.5 14.5t-77.5 26.5t-90 42.5 t-101.5 60t-111 83t-119 108.5q-74 74 -133.5 150.5t-94.5 138.5t-60 119.5t-34.5 100t-15 74.5t-4.5 48z" />
<glyph unicode="&#xe183;" d="M600 1100q92 0 175 -10.5t141.5 -27t108.5 -36.5t81.5 -40t53.5 -37t31 -27l9 -10v-200q0 -21 -14.5 -33t-34.5 -9l-202 34q-20 3 -34.5 20t-14.5 38v146q-141 24 -300 24t-300 -24v-146q0 -21 -14.5 -38t-34.5 -20l-202 -34q-20 -3 -34.5 9t-14.5 33v200q3 4 9.5 10.5 t31 26t54 37.5t80.5 39.5t109 37.5t141 26.5t175 10.5zM600 795q56 0 97 -9.5t60 -23.5t30 -28t12 -24l1 -10v-50l365 -303q14 -15 24.5 -40t10.5 -45v-212q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v212q0 20 10.5 45t24.5 40l365 303v50 q0 4 1 10.5t12 23t30 29t60 22.5t97 10z" />
<glyph unicode="&#xe184;" d="M1100 700l-200 -200h-600l-200 200v500h200v-200h200v200h200v-200h200v200h200v-500zM250 400h700q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-12l137 -100h-950l137 100h-12q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM50 100h1100q21 0 35.5 -14.5 t14.5 -35.5v-50h-1200v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe185;" d="M700 1100h-100q-41 0 -70.5 -29.5t-29.5 -70.5v-1000h300v1000q0 41 -29.5 70.5t-70.5 29.5zM1100 800h-100q-41 0 -70.5 -29.5t-29.5 -70.5v-700h300v700q0 41 -29.5 70.5t-70.5 29.5zM400 0h-300v400q0 41 29.5 70.5t70.5 29.5h100q41 0 70.5 -29.5t29.5 -70.5v-400z " />
<glyph unicode="&#xe186;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM500 700h-200v-100h200v-300h-300v100h200v100h-200v300h300v-100zM900 700v-300l-100 -100h-200v500h200z M700 700v-300h100v300h-100z" />
<glyph unicode="&#xe187;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM500 300h-100v200h-100v-200h-100v500h100v-200h100v200h100v-500zM900 700v-300l-100 -100h-200v500h200z M700 700v-300h100v300h-100z" />
<glyph unicode="&#xe188;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM500 700h-200v-300h200v-100h-300v500h300v-100zM900 700h-200v-300h200v-100h-300v500h300v-100z" />
<glyph unicode="&#xe189;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM500 400l-300 150l300 150v-300zM900 550l-300 -150v300z" />
<glyph unicode="&#xe190;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM900 300h-700v500h700v-500zM800 700h-130q-38 0 -66.5 -43t-28.5 -108t27 -107t68 -42h130v300zM300 700v-300 h130q41 0 68 42t27 107t-28.5 108t-66.5 43h-130z" />
<glyph unicode="&#xe191;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM500 700h-200v-100h200v-300h-300v100h200v100h-200v300h300v-100zM900 300h-100v400h-100v100h200v-500z M700 300h-100v100h100v-100z" />
<glyph unicode="&#xe192;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM300 700h200v-400h-300v500h100v-100zM900 300h-100v400h-100v100h200v-500zM300 600v-200h100v200h-100z M700 300h-100v100h100v-100z" />
<glyph unicode="&#xe193;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM500 500l-199 -200h-100v50l199 200v150h-200v100h300v-300zM900 300h-100v400h-100v100h200v-500zM701 300h-100 v100h100v-100z" />
<glyph unicode="&#xe194;" d="M600 1191q120 0 229.5 -47t188.5 -126t126 -188.5t47 -229.5t-47 -229.5t-126 -188.5t-188.5 -126t-229.5 -47t-229.5 47t-188.5 126t-126 188.5t-47 229.5t47 229.5t126 188.5t188.5 126t229.5 47zM600 1021q-114 0 -211 -56.5t-153.5 -153.5t-56.5 -211t56.5 -211 t153.5 -153.5t211 -56.5t211 56.5t153.5 153.5t56.5 211t-56.5 211t-153.5 153.5t-211 56.5zM800 700h-300v-200h300v-100h-300l-100 100v200l100 100h300v-100z" />
<glyph unicode="&#xe195;" d="M600 1191q120 0 229.5 -47t188.5 -126t126 -188.5t47 -229.5t-47 -229.5t-126 -188.5t-188.5 -126t-229.5 -47t-229.5 47t-188.5 126t-126 188.5t-47 229.5t47 229.5t126 188.5t188.5 126t229.5 47zM600 1021q-114 0 -211 -56.5t-153.5 -153.5t-56.5 -211t56.5 -211 t153.5 -153.5t211 -56.5t211 56.5t153.5 153.5t56.5 211t-56.5 211t-153.5 153.5t-211 56.5zM800 700v-100l-50 -50l100 -100v-50h-100l-100 100h-150v-100h-100v400h300zM500 700v-100h200v100h-200z" />
<glyph unicode="&#xe197;" d="M503 1089q110 0 200.5 -59.5t134.5 -156.5q44 14 90 14q120 0 205 -86.5t85 -207t-85 -207t-205 -86.5h-128v250q0 21 -14.5 35.5t-35.5 14.5h-300q-21 0 -35.5 -14.5t-14.5 -35.5v-250h-222q-80 0 -136 57.5t-56 136.5q0 69 43 122.5t108 67.5q-2 19 -2 37q0 100 49 185 t134 134t185 49zM525 500h150q10 0 17.5 -7.5t7.5 -17.5v-275h137q21 0 26 -11.5t-8 -27.5l-223 -244q-13 -16 -32 -16t-32 16l-223 244q-13 16 -8 27.5t26 11.5h137v275q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe198;" d="M502 1089q110 0 201 -59.5t135 -156.5q43 15 89 15q121 0 206 -86.5t86 -206.5q0 -99 -60 -181t-150 -110l-378 360q-13 16 -31.5 16t-31.5 -16l-381 -365h-9q-79 0 -135.5 57.5t-56.5 136.5q0 69 43 122.5t108 67.5q-2 19 -2 38q0 100 49 184.5t133.5 134t184.5 49.5z M632 467l223 -228q13 -16 8 -27.5t-26 -11.5h-137v-275q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v275h-137q-21 0 -26 11.5t8 27.5q199 204 223 228q19 19 31.5 19t32.5 -19z" />
<glyph unicode="&#xe199;" d="M700 100v100h400l-270 300h170l-270 300h170l-300 333l-300 -333h170l-270 -300h170l-270 -300h400v-100h-50q-21 0 -35.5 -14.5t-14.5 -35.5v-50h400v50q0 21 -14.5 35.5t-35.5 14.5h-50z" />
<glyph unicode="&#xe200;" d="M600 1179q94 0 167.5 -56.5t99.5 -145.5q89 -6 150.5 -71.5t61.5 -155.5q0 -61 -29.5 -112.5t-79.5 -82.5q9 -29 9 -55q0 -74 -52.5 -126.5t-126.5 -52.5q-55 0 -100 30v-251q21 0 35.5 -14.5t14.5 -35.5v-50h-300v50q0 21 14.5 35.5t35.5 14.5v251q-45 -30 -100 -30 q-74 0 -126.5 52.5t-52.5 126.5q0 18 4 38q-47 21 -75.5 65t-28.5 97q0 74 52.5 126.5t126.5 52.5q5 0 23 -2q0 2 -1 10t-1 13q0 116 81.5 197.5t197.5 81.5z" />
<glyph unicode="&#xe201;" d="M1010 1010q111 -111 150.5 -260.5t0 -299t-150.5 -260.5q-83 -83 -191.5 -126.5t-218.5 -43.5t-218.5 43.5t-191.5 126.5q-111 111 -150.5 260.5t0 299t150.5 260.5q83 83 191.5 126.5t218.5 43.5t218.5 -43.5t191.5 -126.5zM476 1065q-4 0 -8 -1q-121 -34 -209.5 -122.5 t-122.5 -209.5q-4 -12 2.5 -23t18.5 -14l36 -9q3 -1 7 -1q23 0 29 22q27 96 98 166q70 71 166 98q11 3 17.5 13.5t3.5 22.5l-9 35q-3 13 -14 19q-7 4 -15 4zM512 920q-4 0 -9 -2q-80 -24 -138.5 -82.5t-82.5 -138.5q-4 -13 2 -24t19 -14l34 -9q4 -1 8 -1q22 0 28 21 q18 58 58.5 98.5t97.5 58.5q12 3 18 13.5t3 21.5l-9 35q-3 12 -14 19q-7 4 -15 4zM719.5 719.5q-49.5 49.5 -119.5 49.5t-119.5 -49.5t-49.5 -119.5t49.5 -119.5t119.5 -49.5t119.5 49.5t49.5 119.5t-49.5 119.5zM855 551q-22 0 -28 -21q-18 -58 -58.5 -98.5t-98.5 -57.5 q-11 -4 -17 -14.5t-3 -21.5l9 -35q3 -12 14 -19q7 -4 15 -4q4 0 9 2q80 24 138.5 82.5t82.5 138.5q4 13 -2.5 24t-18.5 14l-34 9q-4 1 -8 1zM1000 515q-23 0 -29 -22q-27 -96 -98 -166q-70 -71 -166 -98q-11 -3 -17.5 -13.5t-3.5 -22.5l9 -35q3 -13 14 -19q7 -4 15 -4 q4 0 8 1q121 34 209.5 122.5t122.5 209.5q4 12 -2.5 23t-18.5 14l-36 9q-3 1 -7 1z" />
<glyph unicode="&#xe202;" d="M700 800h300v-380h-180v200h-340v-200h-380v755q0 10 7.5 17.5t17.5 7.5h575v-400zM1000 900h-200v200zM700 300h162l-212 -212l-212 212h162v200h100v-200zM520 0h-395q-10 0 -17.5 7.5t-7.5 17.5v395zM1000 220v-195q0 -10 -7.5 -17.5t-17.5 -7.5h-195z" />
<glyph unicode="&#xe203;" d="M700 800h300v-520l-350 350l-550 -550v1095q0 10 7.5 17.5t17.5 7.5h575v-400zM1000 900h-200v200zM862 200h-162v-200h-100v200h-162l212 212zM480 0h-355q-10 0 -17.5 7.5t-7.5 17.5v55h380v-80zM1000 80v-55q0 -10 -7.5 -17.5t-17.5 -7.5h-155v80h180z" />
<glyph unicode="&#xe204;" d="M1162 800h-162v-200h100l100 -100h-300v300h-162l212 212zM200 800h200q27 0 40 -2t29.5 -10.5t23.5 -30t7 -57.5h300v-100h-600l-200 -350v450h100q0 36 7 57.5t23.5 30t29.5 10.5t40 2zM800 400h240l-240 -400h-800l300 500h500v-100z" />
<glyph unicode="&#xe205;" d="M650 1100h100q21 0 35.5 -14.5t14.5 -35.5v-50h50q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-300q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h50v50q0 21 14.5 35.5t35.5 14.5zM1000 850v150q41 0 70.5 -29.5t29.5 -70.5v-800 q0 -41 -29.5 -70.5t-70.5 -29.5h-600q-1 0 -20 4l246 246l-326 326v324q0 41 29.5 70.5t70.5 29.5v-150q0 -62 44 -106t106 -44h300q62 0 106 44t44 106zM412 250l-212 -212v162h-200v100h200v162z" />
<glyph unicode="&#xe206;" d="M450 1100h100q21 0 35.5 -14.5t14.5 -35.5v-50h50q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-300q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h50v50q0 21 14.5 35.5t35.5 14.5zM800 850v150q41 0 70.5 -29.5t29.5 -70.5v-500 h-200v-300h200q0 -36 -7 -57.5t-23.5 -30t-29.5 -10.5t-40 -2h-600q-41 0 -70.5 29.5t-29.5 70.5v800q0 41 29.5 70.5t70.5 29.5v-150q0 -62 44 -106t106 -44h300q62 0 106 44t44 106zM1212 250l-212 -212v162h-200v100h200v162z" />
<glyph unicode="&#xe209;" d="M658 1197l637 -1104q23 -38 7 -65.5t-60 -27.5h-1276q-44 0 -60 27.5t7 65.5l637 1104q22 39 54 39t54 -39zM704 800h-208q-20 0 -32 -14.5t-8 -34.5l58 -302q4 -20 21.5 -34.5t37.5 -14.5h54q20 0 37.5 14.5t21.5 34.5l58 302q4 20 -8 34.5t-32 14.5zM500 300v-100h200 v100h-200z" />
<glyph unicode="&#xe210;" d="M425 1100h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5zM425 800h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5 t17.5 7.5zM825 800h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5zM25 500h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150 q0 10 7.5 17.5t17.5 7.5zM425 500h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5zM825 500h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5 v150q0 10 7.5 17.5t17.5 7.5zM25 200h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5zM425 200h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5 t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5zM825 200h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe211;" d="M700 1200h100v-200h-100v-100h350q62 0 86.5 -39.5t-3.5 -94.5l-66 -132q-41 -83 -81 -134h-772q-40 51 -81 134l-66 132q-28 55 -3.5 94.5t86.5 39.5h350v100h-100v200h100v100h200v-100zM250 400h700q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-12l137 -100 h-950l138 100h-13q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM50 100h1100q21 0 35.5 -14.5t14.5 -35.5v-50h-1200v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe212;" d="M600 1300q40 0 68.5 -29.5t28.5 -70.5h-194q0 41 28.5 70.5t68.5 29.5zM443 1100h314q18 -37 18 -75q0 -8 -3 -25h328q41 0 44.5 -16.5t-30.5 -38.5l-175 -145h-678l-178 145q-34 22 -29 38.5t46 16.5h328q-3 17 -3 25q0 38 18 75zM250 700h700q21 0 35.5 -14.5 t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-150v-200l275 -200h-950l275 200v200h-150q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM50 100h1100q21 0 35.5 -14.5t14.5 -35.5v-50h-1200v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe213;" d="M600 1181q75 0 128 -53t53 -128t-53 -128t-128 -53t-128 53t-53 128t53 128t128 53zM602 798h46q34 0 55.5 -28.5t21.5 -86.5q0 -76 39 -183h-324q39 107 39 183q0 58 21.5 86.5t56.5 28.5h45zM250 400h700q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-13 l138 -100h-950l137 100h-12q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM50 100h1100q21 0 35.5 -14.5t14.5 -35.5v-50h-1200v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe214;" d="M600 1300q47 0 92.5 -53.5t71 -123t25.5 -123.5q0 -78 -55.5 -133.5t-133.5 -55.5t-133.5 55.5t-55.5 133.5q0 62 34 143l144 -143l111 111l-163 163q34 26 63 26zM602 798h46q34 0 55.5 -28.5t21.5 -86.5q0 -76 39 -183h-324q39 107 39 183q0 58 21.5 86.5t56.5 28.5h45 zM250 400h700q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-13l138 -100h-950l137 100h-12q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM50 100h1100q21 0 35.5 -14.5t14.5 -35.5v-50h-1200v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe215;" d="M600 1200l300 -161v-139h-300q0 -57 18.5 -108t50 -91.5t63 -72t70 -67.5t57.5 -61h-530q-60 83 -90.5 177.5t-30.5 178.5t33 164.5t87.5 139.5t126 96.5t145.5 41.5v-98zM250 400h700q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-13l138 -100h-950l137 100 h-12q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM50 100h1100q21 0 35.5 -14.5t14.5 -35.5v-50h-1200v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe216;" d="M600 1300q41 0 70.5 -29.5t29.5 -70.5v-78q46 -26 73 -72t27 -100v-50h-400v50q0 54 27 100t73 72v78q0 41 29.5 70.5t70.5 29.5zM400 800h400q54 0 100 -27t72 -73h-172v-100h200v-100h-200v-100h200v-100h-200v-100h200q0 -83 -58.5 -141.5t-141.5 -58.5h-400 q-83 0 -141.5 58.5t-58.5 141.5v400q0 83 58.5 141.5t141.5 58.5z" />
<glyph unicode="&#xe218;" d="M150 1100h900q21 0 35.5 -14.5t14.5 -35.5v-500q0 -21 -14.5 -35.5t-35.5 -14.5h-900q-21 0 -35.5 14.5t-14.5 35.5v500q0 21 14.5 35.5t35.5 14.5zM125 400h950q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-283l224 -224q13 -13 13 -31.5t-13 -32 t-31.5 -13.5t-31.5 13l-88 88h-524l-87 -88q-13 -13 -32 -13t-32 13.5t-13 32t13 31.5l224 224h-289q-10 0 -17.5 7.5t-7.5 17.5v50q0 10 7.5 17.5t17.5 7.5zM541 300l-100 -100h324l-100 100h-124z" />
<glyph unicode="&#xe219;" d="M200 1100h800q83 0 141.5 -58.5t58.5 -141.5v-200h-100q0 41 -29.5 70.5t-70.5 29.5h-250q-41 0 -70.5 -29.5t-29.5 -70.5h-100q0 41 -29.5 70.5t-70.5 29.5h-250q-41 0 -70.5 -29.5t-29.5 -70.5h-100v200q0 83 58.5 141.5t141.5 58.5zM100 600h1000q41 0 70.5 -29.5 t29.5 -70.5v-300h-1200v300q0 41 29.5 70.5t70.5 29.5zM300 100v-50q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v50h200zM1100 100v-50q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v50h200z" />
<glyph unicode="&#xe221;" d="M480 1165l682 -683q31 -31 31 -75.5t-31 -75.5l-131 -131h-481l-517 518q-32 31 -32 75.5t32 75.5l295 296q31 31 75.5 31t76.5 -31zM108 794l342 -342l303 304l-341 341zM250 100h800q21 0 35.5 -14.5t14.5 -35.5v-50h-900v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe223;" d="M1057 647l-189 506q-8 19 -27.5 33t-40.5 14h-400q-21 0 -40.5 -14t-27.5 -33l-189 -506q-8 -19 1.5 -33t30.5 -14h625v-150q0 -21 14.5 -35.5t35.5 -14.5t35.5 14.5t14.5 35.5v150h125q21 0 30.5 14t1.5 33zM897 0h-595v50q0 21 14.5 35.5t35.5 14.5h50v50 q0 21 14.5 35.5t35.5 14.5h48v300h200v-300h47q21 0 35.5 -14.5t14.5 -35.5v-50h50q21 0 35.5 -14.5t14.5 -35.5v-50z" />
<glyph unicode="&#xe224;" d="M900 800h300v-575q0 -10 -7.5 -17.5t-17.5 -7.5h-375v591l-300 300v84q0 10 7.5 17.5t17.5 7.5h375v-400zM1200 900h-200v200zM400 600h300v-575q0 -10 -7.5 -17.5t-17.5 -7.5h-650q-10 0 -17.5 7.5t-7.5 17.5v950q0 10 7.5 17.5t17.5 7.5h375v-400zM700 700h-200v200z " />
<glyph unicode="&#xe225;" d="M484 1095h195q75 0 146 -32.5t124 -86t89.5 -122.5t48.5 -142q18 -14 35 -20q31 -10 64.5 6.5t43.5 48.5q10 34 -15 71q-19 27 -9 43q5 8 12.5 11t19 -1t23.5 -16q41 -44 39 -105q-3 -63 -46 -106.5t-104 -43.5h-62q-7 -55 -35 -117t-56 -100l-39 -234q-3 -20 -20 -34.5 t-38 -14.5h-100q-21 0 -33 14.5t-9 34.5l12 70q-49 -14 -91 -14h-195q-24 0 -65 8l-11 -64q-3 -20 -20 -34.5t-38 -14.5h-100q-21 0 -33 14.5t-9 34.5l26 157q-84 74 -128 175l-159 53q-19 7 -33 26t-14 40v50q0 21 14.5 35.5t35.5 14.5h124q11 87 56 166l-111 95 q-16 14 -12.5 23.5t24.5 9.5h203q116 101 250 101zM675 1000h-250q-10 0 -17.5 -7.5t-7.5 -17.5v-50q0 -10 7.5 -17.5t17.5 -7.5h250q10 0 17.5 7.5t7.5 17.5v50q0 10 -7.5 17.5t-17.5 7.5z" />
<glyph unicode="&#xe226;" d="M641 900l423 247q19 8 42 2.5t37 -21.5l32 -38q14 -15 12.5 -36t-17.5 -34l-139 -120h-390zM50 1100h106q67 0 103 -17t66 -71l102 -212h823q21 0 35.5 -14.5t14.5 -35.5v-50q0 -21 -14 -40t-33 -26l-737 -132q-23 -4 -40 6t-26 25q-42 67 -100 67h-300q-62 0 -106 44 t-44 106v200q0 62 44 106t106 44zM173 928h-80q-19 0 -28 -14t-9 -35v-56q0 -51 42 -51h134q16 0 21.5 8t5.5 24q0 11 -16 45t-27 51q-18 28 -43 28zM550 727q-32 0 -54.5 -22.5t-22.5 -54.5t22.5 -54.5t54.5 -22.5t54.5 22.5t22.5 54.5t-22.5 54.5t-54.5 22.5zM130 389 l152 130q18 19 34 24t31 -3.5t24.5 -17.5t25.5 -28q28 -35 50.5 -51t48.5 -13l63 5l48 -179q13 -61 -3.5 -97.5t-67.5 -79.5l-80 -69q-47 -40 -109 -35.5t-103 51.5l-130 151q-40 47 -35.5 109.5t51.5 102.5zM380 377l-102 -88q-31 -27 2 -65l37 -43q13 -15 27.5 -19.5 t31.5 6.5l61 53q19 16 14 49q-2 20 -12 56t-17 45q-11 12 -19 14t-23 -8z" />
<glyph unicode="&#xe227;" d="M625 1200h150q10 0 17.5 -7.5t7.5 -17.5v-109q79 -33 131 -87.5t53 -128.5q1 -46 -15 -84.5t-39 -61t-46 -38t-39 -21.5l-17 -6q6 0 15 -1.5t35 -9t50 -17.5t53 -30t50 -45t35.5 -64t14.5 -84q0 -59 -11.5 -105.5t-28.5 -76.5t-44 -51t-49.5 -31.5t-54.5 -16t-49.5 -6.5 t-43.5 -1v-75q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v75h-100v-75q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v75h-175q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5h75v600h-75q-10 0 -17.5 7.5t-7.5 17.5v150 q0 10 7.5 17.5t17.5 7.5h175v75q0 10 7.5 17.5t17.5 7.5h150q10 0 17.5 -7.5t7.5 -17.5v-75h100v75q0 10 7.5 17.5t17.5 7.5zM400 900v-200h263q28 0 48.5 10.5t30 25t15 29t5.5 25.5l1 10q0 4 -0.5 11t-6 24t-15 30t-30 24t-48.5 11h-263zM400 500v-200h363q28 0 48.5 10.5 t30 25t15 29t5.5 25.5l1 10q0 4 -0.5 11t-6 24t-15 30t-30 24t-48.5 11h-363z" />
<glyph unicode="&#xe230;" d="M212 1198h780q86 0 147 -61t61 -147v-416q0 -51 -18 -142.5t-36 -157.5l-18 -66q-29 -87 -93.5 -146.5t-146.5 -59.5h-572q-82 0 -147 59t-93 147q-8 28 -20 73t-32 143.5t-20 149.5v416q0 86 61 147t147 61zM600 1045q-70 0 -132.5 -11.5t-105.5 -30.5t-78.5 -41.5 t-57 -45t-36 -41t-20.5 -30.5l-6 -12l156 -243h560l156 243q-2 5 -6 12.5t-20 29.5t-36.5 42t-57 44.5t-79 42t-105 29.5t-132.5 12zM762 703h-157l195 261z" />
<glyph unicode="&#xe231;" d="M475 1300h150q103 0 189 -86t86 -189v-500q0 -41 -42 -83t-83 -42h-450q-41 0 -83 42t-42 83v500q0 103 86 189t189 86zM700 300v-225q0 -21 -27 -48t-48 -27h-150q-21 0 -48 27t-27 48v225h300z" />
<glyph unicode="&#xe232;" d="M475 1300h96q0 -150 89.5 -239.5t239.5 -89.5v-446q0 -41 -42 -83t-83 -42h-450q-41 0 -83 42t-42 83v500q0 103 86 189t189 86zM700 300v-225q0 -21 -27 -48t-48 -27h-150q-21 0 -48 27t-27 48v225h300z" />
<glyph unicode="&#xe233;" d="M1294 767l-638 -283l-378 170l-78 -60v-224l100 -150v-199l-150 148l-150 -149v200l100 150v250q0 4 -0.5 10.5t0 9.5t1 8t3 8t6.5 6l47 40l-147 65l642 283zM1000 380l-350 -166l-350 166v147l350 -165l350 165v-147z" />
<glyph unicode="&#xe234;" d="M250 800q62 0 106 -44t44 -106t-44 -106t-106 -44t-106 44t-44 106t44 106t106 44zM650 800q62 0 106 -44t44 -106t-44 -106t-106 -44t-106 44t-44 106t44 106t106 44zM1050 800q62 0 106 -44t44 -106t-44 -106t-106 -44t-106 44t-44 106t44 106t106 44z" />
<glyph unicode="&#xe235;" d="M550 1100q62 0 106 -44t44 -106t-44 -106t-106 -44t-106 44t-44 106t44 106t106 44zM550 700q62 0 106 -44t44 -106t-44 -106t-106 -44t-106 44t-44 106t44 106t106 44zM550 300q62 0 106 -44t44 -106t-44 -106t-106 -44t-106 44t-44 106t44 106t106 44z" />
<glyph unicode="&#xe236;" d="M125 1100h950q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-950q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5zM125 700h950q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-950q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5 t17.5 7.5zM125 300h950q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-950q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe237;" d="M350 1200h500q162 0 256 -93.5t94 -256.5v-500q0 -165 -93.5 -257.5t-256.5 -92.5h-500q-165 0 -257.5 92.5t-92.5 257.5v500q0 165 92.5 257.5t257.5 92.5zM900 1000h-600q-41 0 -70.5 -29.5t-29.5 -70.5v-600q0 -41 29.5 -70.5t70.5 -29.5h600q41 0 70.5 29.5 t29.5 70.5v600q0 41 -29.5 70.5t-70.5 29.5zM350 900h500q21 0 35.5 -14.5t14.5 -35.5v-300q0 -21 -14.5 -35.5t-35.5 -14.5h-500q-21 0 -35.5 14.5t-14.5 35.5v300q0 21 14.5 35.5t35.5 14.5zM400 800v-200h400v200h-400z" />
<glyph unicode="&#xe238;" d="M150 1100h1000q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-50v-200h50q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-50v-200h50q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-50v-200h50q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5 t-35.5 -14.5h-1000q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5h50v200h-50q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5h50v200h-50q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5h50v200h-50q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe239;" d="M650 1187q87 -67 118.5 -156t0 -178t-118.5 -155q-87 66 -118.5 155t0 178t118.5 156zM300 800q124 0 212 -88t88 -212q-124 0 -212 88t-88 212zM1000 800q0 -124 -88 -212t-212 -88q0 124 88 212t212 88zM300 500q124 0 212 -88t88 -212q-124 0 -212 88t-88 212z M1000 500q0 -124 -88 -212t-212 -88q0 124 88 212t212 88zM700 199v-144q0 -21 -14.5 -35.5t-35.5 -14.5t-35.5 14.5t-14.5 35.5v142q40 -4 43 -4q17 0 57 6z" />
<glyph unicode="&#xe240;" d="M745 878l69 19q25 6 45 -12l298 -295q11 -11 15 -26.5t-2 -30.5q-5 -14 -18 -23.5t-28 -9.5h-8q1 0 1 -13q0 -29 -2 -56t-8.5 -62t-20 -63t-33 -53t-51 -39t-72.5 -14h-146q-184 0 -184 288q0 24 10 47q-20 4 -62 4t-63 -4q11 -24 11 -47q0 -288 -184 -288h-142 q-48 0 -84.5 21t-56 51t-32 71.5t-16 75t-3.5 68.5q0 13 2 13h-7q-15 0 -27.5 9.5t-18.5 23.5q-6 15 -2 30.5t15 25.5l298 296q20 18 46 11l76 -19q20 -5 30.5 -22.5t5.5 -37.5t-22.5 -31t-37.5 -5l-51 12l-182 -193h891l-182 193l-44 -12q-20 -5 -37.5 6t-22.5 31t6 37.5 t31 22.5z" />
<glyph unicode="&#xe241;" d="M1200 900h-50q0 21 -4 37t-9.5 26.5t-18 17.5t-22 11t-28.5 5.5t-31 2t-37 0.5h-200v-850q0 -22 25 -34.5t50 -13.5l25 -2v-100h-400v100q4 0 11 0.5t24 3t30 7t24 15t11 24.5v850h-200q-25 0 -37 -0.5t-31 -2t-28.5 -5.5t-22 -11t-18 -17.5t-9.5 -26.5t-4 -37h-50v300 h1000v-300zM500 450h-25q0 15 -4 24.5t-9 14.5t-17 7.5t-20 3t-25 0.5h-100v-425q0 -11 12.5 -17.5t25.5 -7.5h12v-50h-200v50q50 0 50 25v425h-100q-17 0 -25 -0.5t-20 -3t-17 -7.5t-9 -14.5t-4 -24.5h-25v150h500v-150z" />
<glyph unicode="&#xe242;" d="M1000 300v50q-25 0 -55 32q-14 14 -25 31t-16 27l-4 11l-289 747h-69l-300 -754q-18 -35 -39 -56q-9 -9 -24.5 -18.5t-26.5 -14.5l-11 -5v-50h273v50q-49 0 -78.5 21.5t-11.5 67.5l69 176h293l61 -166q13 -34 -3.5 -66.5t-55.5 -32.5v-50h312zM412 691l134 342l121 -342 h-255zM1100 150v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1000q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h1000q21 0 35.5 -14.5t14.5 -35.5z" />
<glyph unicode="&#xe243;" d="M50 1200h1100q21 0 35.5 -14.5t14.5 -35.5v-1100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v1100q0 21 14.5 35.5t35.5 14.5zM611 1118h-70q-13 0 -18 -12l-299 -753q-17 -32 -35 -51q-18 -18 -56 -34q-12 -5 -12 -18v-50q0 -8 5.5 -14t14.5 -6 h273q8 0 14 6t6 14v50q0 8 -6 14t-14 6q-55 0 -71 23q-10 14 0 39l63 163h266l57 -153q11 -31 -6 -55q-12 -17 -36 -17q-8 0 -14 -6t-6 -14v-50q0 -8 6 -14t14 -6h313q8 0 14 6t6 14v50q0 7 -5.5 13t-13.5 7q-17 0 -42 25q-25 27 -40 63h-1l-288 748q-5 12 -19 12zM639 611 h-197l103 264z" />
<glyph unicode="&#xe244;" d="M1200 1100h-1200v100h1200v-100zM50 1000h400q21 0 35.5 -14.5t14.5 -35.5v-900q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v900q0 21 14.5 35.5t35.5 14.5zM650 1000h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400 q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM700 900v-300h300v300h-300z" />
<glyph unicode="&#xe245;" d="M50 1200h400q21 0 35.5 -14.5t14.5 -35.5v-900q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v900q0 21 14.5 35.5t35.5 14.5zM650 700h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v400 q0 21 14.5 35.5t35.5 14.5zM700 600v-300h300v300h-300zM1200 0h-1200v100h1200v-100z" />
<glyph unicode="&#xe246;" d="M50 1000h400q21 0 35.5 -14.5t14.5 -35.5v-350h100v150q0 21 14.5 35.5t35.5 14.5h400q21 0 35.5 -14.5t14.5 -35.5v-150h100v-100h-100v-150q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v150h-100v-350q0 -21 -14.5 -35.5t-35.5 -14.5h-400 q-21 0 -35.5 14.5t-14.5 35.5v800q0 21 14.5 35.5t35.5 14.5zM700 700v-300h300v300h-300z" />
<glyph unicode="&#xe247;" d="M100 0h-100v1200h100v-1200zM250 1100h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM300 1000v-300h300v300h-300zM250 500h900q21 0 35.5 -14.5t14.5 -35.5v-400 q0 -21 -14.5 -35.5t-35.5 -14.5h-900q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe248;" d="M600 1100h150q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-150v-100h450q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-900q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5h350v100h-150q-21 0 -35.5 14.5 t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5h150v100h100v-100zM400 1000v-300h300v300h-300z" />
<glyph unicode="&#xe249;" d="M1200 0h-100v1200h100v-1200zM550 1100h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM600 1000v-300h300v300h-300zM50 500h900q21 0 35.5 -14.5t14.5 -35.5v-400 q0 -21 -14.5 -35.5t-35.5 -14.5h-900q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe250;" d="M865 565l-494 -494q-23 -23 -41 -23q-14 0 -22 13.5t-8 38.5v1000q0 25 8 38.5t22 13.5q18 0 41 -23l494 -494q14 -14 14 -35t-14 -35z" />
<glyph unicode="&#xe251;" d="M335 635l494 494q29 29 50 20.5t21 -49.5v-1000q0 -41 -21 -49.5t-50 20.5l-494 494q-14 14 -14 35t14 35z" />
<glyph unicode="&#xe252;" d="M100 900h1000q41 0 49.5 -21t-20.5 -50l-494 -494q-14 -14 -35 -14t-35 14l-494 494q-29 29 -20.5 50t49.5 21z" />
<glyph unicode="&#xe253;" d="M635 865l494 -494q29 -29 20.5 -50t-49.5 -21h-1000q-41 0 -49.5 21t20.5 50l494 494q14 14 35 14t35 -14z" />
<glyph unicode="&#xe254;" d="M700 741v-182l-692 -323v221l413 193l-413 193v221zM1200 0h-800v200h800v-200z" />
<glyph unicode="&#xe255;" d="M1200 900h-200v-100h200v-100h-300v300h200v100h-200v100h300v-300zM0 700h50q0 21 4 37t9.5 26.5t18 17.5t22 11t28.5 5.5t31 2t37 0.5h100v-550q0 -22 -25 -34.5t-50 -13.5l-25 -2v-100h400v100q-4 0 -11 0.5t-24 3t-30 7t-24 15t-11 24.5v550h100q25 0 37 -0.5t31 -2 t28.5 -5.5t22 -11t18 -17.5t9.5 -26.5t4 -37h50v300h-800v-300z" />
<glyph unicode="&#xe256;" d="M800 700h-50q0 21 -4 37t-9.5 26.5t-18 17.5t-22 11t-28.5 5.5t-31 2t-37 0.5h-100v-550q0 -22 25 -34.5t50 -14.5l25 -1v-100h-400v100q4 0 11 0.5t24 3t30 7t24 15t11 24.5v550h-100q-25 0 -37 -0.5t-31 -2t-28.5 -5.5t-22 -11t-18 -17.5t-9.5 -26.5t-4 -37h-50v300 h800v-300zM1100 200h-200v-100h200v-100h-300v300h200v100h-200v100h300v-300z" />
<glyph unicode="&#xe257;" d="M701 1098h160q16 0 21 -11t-7 -23l-464 -464l464 -464q12 -12 7 -23t-21 -11h-160q-13 0 -23 9l-471 471q-7 8 -7 18t7 18l471 471q10 9 23 9z" />
<glyph unicode="&#xe258;" d="M339 1098h160q13 0 23 -9l471 -471q7 -8 7 -18t-7 -18l-471 -471q-10 -9 -23 -9h-160q-16 0 -21 11t7 23l464 464l-464 464q-12 12 -7 23t21 11z" />
<glyph unicode="&#xe259;" d="M1087 882q11 -5 11 -21v-160q0 -13 -9 -23l-471 -471q-8 -7 -18 -7t-18 7l-471 471q-9 10 -9 23v160q0 16 11 21t23 -7l464 -464l464 464q12 12 23 7z" />
<glyph unicode="&#xe260;" d="M618 993l471 -471q9 -10 9 -23v-160q0 -16 -11 -21t-23 7l-464 464l-464 -464q-12 -12 -23 -7t-11 21v160q0 13 9 23l471 471q8 7 18 7t18 -7z" />
<glyph unicode="&#xf8ff;" d="M1000 1200q0 -124 -88 -212t-212 -88q0 124 88 212t212 88zM450 1000h100q21 0 40 -14t26 -33l79 -194q5 1 16 3q34 6 54 9.5t60 7t65.5 1t61 -10t56.5 -23t42.5 -42t29 -64t5 -92t-19.5 -121.5q-1 -7 -3 -19.5t-11 -50t-20.5 -73t-32.5 -81.5t-46.5 -83t-64 -70 t-82.5 -50q-13 -5 -42 -5t-65.5 2.5t-47.5 2.5q-14 0 -49.5 -3.5t-63 -3.5t-43.5 7q-57 25 -104.5 78.5t-75 111.5t-46.5 112t-26 90l-7 35q-15 63 -18 115t4.5 88.5t26 64t39.5 43.5t52 25.5t58.5 13t62.5 2t59.5 -4.5t55.5 -8l-147 192q-12 18 -5.5 30t27.5 12z" />
<glyph unicode="&#x1f511;" d="M250 1200h600q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-150v-500l-255 -178q-19 -9 -32 -1t-13 29v650h-150q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM400 1100v-100h300v100h-300z" />
<glyph unicode="&#x1f6aa;" d="M250 1200h750q39 0 69.5 -40.5t30.5 -84.5v-933l-700 -117v950l600 125h-700v-1000h-100v1025q0 23 15.5 49t34.5 26zM500 525v-100l100 20v100z" />
</font>
</defs></svg> ) format('svg')}.glyphicon{position:relative;top:1px;display:inline-block;font-family:'Glyphicons Halflings';font-style:normal;font-weight:400;line-height:1;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale}.glyphicon-asterisk:before{content:"\2a"}.glyphicon-plus:before{content:"\2b"}.glyphicon-eur:before,.glyphicon-euro:before{content:"\20ac"}.glyphicon-minus:before{content:"\2212"}.glyphicon-cloud:before{content:"\2601"}.glyphicon-envelope:before{content:"\2709"}.glyphicon-pencil:before{content:"\270f"}.glyphicon-glass:before{content:"\e001"}.glyphicon-music:before{content:"\e002"}.glyphicon-search:before{content:"\e003"}.glyphicon-heart:before{content:"\e005"}.glyphicon-star:before{content:"\e006"}.glyphicon-star-empty:before{content:"\e007"}.glyphicon-user:before{content:"\e008"}.glyphicon-film:before{content:"\e009"}.glyphicon-th-large:before{content:"\e010"}.glyphicon-th:before{content:"\e011"}.glyphicon-th-list:before{content:"\e012"}.glyphicon-ok:before{content:"\e013"}.glyphicon-remove:before{content:"\e014"}.glyphicon-zoom-in:before{content:"\e015"}.glyphicon-zoom-out:before{content:"\e016"}.glyphicon-off:before{content:"\e017"}.glyphicon-signal:before{content:"\e018"}.glyphicon-cog:before{content:"\e019"}.glyphicon-trash:before{content:"\e020"}.glyphicon-home:before{content:"\e021"}.glyphicon-file:before{content:"\e022"}.glyphicon-time:before{content:"\e023"}.glyphicon-road:before{content:"\e024"}.glyphicon-download-alt:before{content:"\e025"}.glyphicon-download:before{content:"\e026"}.glyphicon-upload:before{content:"\e027"}.glyphicon-inbox:before{content:"\e028"}.glyphicon-play-circle:before{content:"\e029"}.glyphicon-repeat:before{content:"\e030"}.glyphicon-refresh:before{content:"\e031"}.glyphicon-list-alt:before{content:"\e032"}.glyphicon-lock:before{content:"\e033"}.glyphicon-flag:before{content:"\e034"}.glyphicon-headphones:before{content:"\e035"}.glyphicon-volume-off:before{content:"\e036"}.glyphicon-volume-down:before{content:"\e037"}.glyphicon-volume-up:before{content:"\e038"}.glyphicon-qrcode:before{content:"\e039"}.glyphicon-barcode:before{content:"\e040"}.glyphicon-tag:before{content:"\e041"}.glyphicon-tags:before{content:"\e042"}.glyphicon-book:before{content:"\e043"}.glyphicon-bookmark:before{content:"\e044"}.glyphicon-print:before{content:"\e045"}.glyphicon-camera:before{content:"\e046"}.glyphicon-font:before{content:"\e047"}.glyphicon-bold:before{content:"\e048"}.glyphicon-italic:before{content:"\e049"}.glyphicon-text-height:before{content:"\e050"}.glyphicon-text-width:before{content:"\e051"}.glyphicon-align-left:before{content:"\e052"}.glyphicon-align-center:before{content:"\e053"}.glyphicon-align-right:before{content:"\e054"}.glyphicon-align-justify:before{content:"\e055"}.glyphicon-list:before{content:"\e056"}.glyphicon-indent-left:before{content:"\e057"}.glyphicon-indent-right:before{content:"\e058"}.glyphicon-facetime-video:before{content:"\e059"}.glyphicon-picture:before{content:"\e060"}.glyphicon-map-marker:before{content:"\e062"}.glyphicon-adjust:before{content:"\e063"}.glyphicon-tint:before{content:"\e064"}.glyphicon-edit:before{content:"\e065"}.glyphicon-share:before{content:"\e066"}.glyphicon-check:before{content:"\e067"}.glyphicon-move:before{content:"\e068"}.glyphicon-step-backward:before{content:"\e069"}.glyphicon-fast-backward:before{content:"\e070"}.glyphicon-backward:before{content:"\e071"}.glyphicon-play:before{content:"\e072"}.glyphicon-pause:before{content:"\e073"}.glyphicon-stop:before{content:"\e074"}.glyphicon-forward:before{content:"\e075"}.glyphicon-fast-forward:before{content:"\e076"}.glyphicon-step-forward:before{content:"\e077"}.glyphicon-eject:before{content:"\e078"}.glyphicon-chevron-left:before{content:"\e079"}.glyphicon-chevron-right:before{content:"\e080"}.glyphicon-plus-sign:before{content:"\e081"}.glyphicon-minus-sign:before{content:"\e082"}.glyphicon-remove-sign:before{content:"\e083"}.glyphicon-ok-sign:before{content:"\e084"}.glyphicon-question-sign:before{content:"\e085"}.glyphicon-info-sign:before{content:"\e086"}.glyphicon-screenshot:before{content:"\e087"}.glyphicon-remove-circle:before{content:"\e088"}.glyphicon-ok-circle:before{content:"\e089"}.glyphicon-ban-circle:before{content:"\e090"}.glyphicon-arrow-left:before{content:"\e091"}.glyphicon-arrow-right:before{content:"\e092"}.glyphicon-arrow-up:before{content:"\e093"}.glyphicon-arrow-down:before{content:"\e094"}.glyphicon-share-alt:before{content:"\e095"}.glyphicon-resize-full:before{content:"\e096"}.glyphicon-resize-small:before{content:"\e097"}.glyphicon-exclamation-sign:before{content:"\e101"}.glyphicon-gift:before{content:"\e102"}.glyphicon-leaf:before{content:"\e103"}.glyphicon-fire:before{content:"\e104"}.glyphicon-eye-open:before{content:"\e105"}.glyphicon-eye-close:before{content:"\e106"}.glyphicon-warning-sign:before{content:"\e107"}.glyphicon-plane:before{content:"\e108"}.glyphicon-calendar:before{content:"\e109"}.glyphicon-random:before{content:"\e110"}.glyphicon-comment:before{content:"\e111"}.glyphicon-magnet:before{content:"\e112"}.glyphicon-chevron-up:before{content:"\e113"}.glyphicon-chevron-down:before{content:"\e114"}.glyphicon-retweet:before{content:"\e115"}.glyphicon-shopping-cart:before{content:"\e116"}.glyphicon-folder-close:before{content:"\e117"}.glyphicon-folder-open:before{content:"\e118"}.glyphicon-resize-vertical:before{content:"\e119"}.glyphicon-resize-horizontal:before{content:"\e120"}.glyphicon-hdd:before{content:"\e121"}.glyphicon-bullhorn:before{content:"\e122"}.glyphicon-bell:before{content:"\e123"}.glyphicon-certificate:before{content:"\e124"}.glyphicon-thumbs-up:before{content:"\e125"}.glyphicon-thumbs-down:before{content:"\e126"}.glyphicon-hand-right:before{content:"\e127"}.glyphicon-hand-left:before{content:"\e128"}.glyphicon-hand-up:before{content:"\e129"}.glyphicon-hand-down:before{content:"\e130"}.glyphicon-circle-arrow-right:before{content:"\e131"}.glyphicon-circle-arrow-left:before{content:"\e132"}.glyphicon-circle-arrow-up:before{content:"\e133"}.glyphicon-circle-arrow-down:before{content:"\e134"}.glyphicon-globe:before{content:"\e135"}.glyphicon-wrench:before{content:"\e136"}.glyphicon-tasks:before{content:"\e137"}.glyphicon-filter:before{content:"\e138"}.glyphicon-briefcase:before{content:"\e139"}.glyphicon-fullscreen:before{content:"\e140"}.glyphicon-dashboard:before{content:"\e141"}.glyphicon-paperclip:before{content:"\e142"}.glyphicon-heart-empty:before{content:"\e143"}.glyphicon-link:before{content:"\e144"}.glyphicon-phone:before{content:"\e145"}.glyphicon-pushpin:before{content:"\e146"}.glyphicon-usd:before{content:"\e148"}.glyphicon-gbp:before{content:"\e149"}.glyphicon-sort:before{content:"\e150"}.glyphicon-sort-by-alphabet:before{content:"\e151"}.glyphicon-sort-by-alphabet-alt:before{content:"\e152"}.glyphicon-sort-by-order:before{content:"\e153"}.glyphicon-sort-by-order-alt:before{content:"\e154"}.glyphicon-sort-by-attributes:before{content:"\e155"}.glyphicon-sort-by-attributes-alt:before{content:"\e156"}.glyphicon-unchecked:before{content:"\e157"}.glyphicon-expand:before{content:"\e158"}.glyphicon-collapse-down:before{content:"\e159"}.glyphicon-collapse-up:before{content:"\e160"}.glyphicon-log-in:before{content:"\e161"}.glyphicon-flash:before{content:"\e162"}.glyphicon-log-out:before{content:"\e163"}.glyphicon-new-window:before{content:"\e164"}.glyphicon-record:before{content:"\e165"}.glyphicon-save:before{content:"\e166"}.glyphicon-open:before{content:"\e167"}.glyphicon-saved:before{content:"\e168"}.glyphicon-import:before{content:"\e169"}.glyphicon-export:before{content:"\e170"}.glyphicon-send:before{content:"\e171"}.glyphicon-floppy-disk:before{content:"\e172"}.glyphicon-floppy-saved:before{content:"\e173"}.glyphicon-floppy-remove:before{content:"\e174"}.glyphicon-floppy-save:before{content:"\e175"}.glyphicon-floppy-open:before{content:"\e176"}.glyphicon-credit-card:before{content:"\e177"}.glyphicon-transfer:before{content:"\e178"}.glyphicon-cutlery:before{content:"\e179"}.glyphicon-header:before{content:"\e180"}.glyphicon-compressed:before{content:"\e181"}.glyphicon-earphone:before{content:"\e182"}.glyphicon-phone-alt:before{content:"\e183"}.glyphicon-tower:before{content:"\e184"}.glyphicon-stats:before{content:"\e185"}.glyphicon-sd-video:before{content:"\e186"}.glyphicon-hd-video:before{content:"\e187"}.glyphicon-subtitles:before{content:"\e188"}.glyphicon-sound-stereo:before{content:"\e189"}.glyphicon-sound-dolby:before{content:"\e190"}.glyphicon-sound-5-1:before{content:"\e191"}.glyphicon-sound-6-1:before{content:"\e192"}.glyphicon-sound-7-1:before{content:"\e193"}.glyphicon-copyright-mark:before{content:"\e194"}.glyphicon-registration-mark:before{content:"\e195"}.glyphicon-cloud-download:before{content:"\e197"}.glyphicon-cloud-upload:before{content:"\e198"}.glyphicon-tree-conifer:before{content:"\e199"}.glyphicon-tree-deciduous:before{content:"\e200"}.glyphicon-cd:before{content:"\e201"}.glyphicon-save-file:before{content:"\e202"}.glyphicon-open-file:before{content:"\e203"}.glyphicon-level-up:before{content:"\e204"}.glyphicon-copy:before{content:"\e205"}.glyphicon-paste:before{content:"\e206"}.glyphicon-alert:before{content:"\e209"}.glyphicon-equalizer:before{content:"\e210"}.glyphicon-king:before{content:"\e211"}.glyphicon-queen:before{content:"\e212"}.glyphicon-pawn:before{content:"\e213"}.glyphicon-bishop:before{content:"\e214"}.glyphicon-knight:before{content:"\e215"}.glyphicon-baby-formula:before{content:"\e216"}.glyphicon-tent:before{content:"\26fa"}.glyphicon-blackboard:before{content:"\e218"}.glyphicon-bed:before{content:"\e219"}.glyphicon-apple:before{content:"\f8ff"}.glyphicon-erase:before{content:"\e221"}.glyphicon-hourglass:before{content:"\231b"}.glyphicon-lamp:before{content:"\e223"}.glyphicon-duplicate:before{content:"\e224"}.glyphicon-piggy-bank:before{content:"\e225"}.glyphicon-scissors:before{content:"\e226"}.glyphicon-bitcoin:before{content:"\e227"}.glyphicon-btc:before{content:"\e227"}.glyphicon-xbt:before{content:"\e227"}.glyphicon-yen:before{content:"\00a5"}.glyphicon-jpy:before{content:"\00a5"}.glyphicon-ruble:before{content:"\20bd"}.glyphicon-rub:before{content:"\20bd"}.glyphicon-scale:before{content:"\e230"}.glyphicon-ice-lolly:before{content:"\e231"}.glyphicon-ice-lolly-tasted:before{content:"\e232"}.glyphicon-education:before{content:"\e233"}.glyphicon-option-horizontal:before{content:"\e234"}.glyphicon-option-vertical:before{content:"\e235"}.glyphicon-menu-hamburger:before{content:"\e236"}.glyphicon-modal-window:before{content:"\e237"}.glyphicon-oil:before{content:"\e238"}.glyphicon-grain:before{content:"\e239"}.glyphicon-sunglasses:before{content:"\e240"}.glyphicon-text-size:before{content:"\e241"}.glyphicon-text-color:before{content:"\e242"}.glyphicon-text-background:before{content:"\e243"}.glyphicon-object-align-top:before{content:"\e244"}.glyphicon-object-align-bottom:before{content:"\e245"}.glyphicon-object-align-horizontal:before{content:"\e246"}.glyphicon-object-align-left:before{content:"\e247"}.glyphicon-object-align-vertical:before{content:"\e248"}.glyphicon-object-align-right:before{content:"\e249"}.glyphicon-triangle-right:before{content:"\e250"}.glyphicon-triangle-left:before{content:"\e251"}.glyphicon-triangle-bottom:before{content:"\e252"}.glyphicon-triangle-top:before{content:"\e253"}.glyphicon-console:before{content:"\e254"}.glyphicon-superscript:before{content:"\e255"}.glyphicon-subscript:before{content:"\e256"}.glyphicon-menu-left:before{content:"\e257"}.glyphicon-menu-right:before{content:"\e258"}.glyphicon-menu-down:before{content:"\e259"}.glyphicon-menu-up:before{content:"\e260"}*{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}:after,:before{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}html{font-size:10px;-webkit-tap-highlight-color:rgba(0,0,0,0)}body{font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-size:14px;line-height:1.42857143;color:#333;background-color:#fff}button,input,select,textarea{font-family:inherit;font-size:inherit;line-height:inherit}a{color:#337ab7;text-decoration:none}a:focus,a:hover{color:#23527c;text-decoration:underline}a:focus{outline:thin dotted;outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}figure{margin:0}img{vertical-align:middle}.carousel-inner>.item>a>img,.carousel-inner>.item>img,.img-responsive,.thumbnail a>img,.thumbnail>img{display:block;max-width:100%;height:auto}.img-rounded{border-radius:6px}.img-thumbnail{display:inline-block;max-width:100%;height:auto;padding:4px;line-height:1.42857143;background-color:#fff;border:1px solid #ddd;border-radius:4px;-webkit-transition:all .2s ease-in-out;-o-transition:all .2s ease-in-out;transition:all .2s ease-in-out}.img-circle{border-radius:50%}hr{margin-top:20px;margin-bottom:20px;border:0;border-top:1px solid #eee}.sr-only{position:absolute;width:1px;height:1px;padding:0;margin:-1px;overflow:hidden;clip:rect(0,0,0,0);border:0}.sr-only-focusable:active,.sr-only-focusable:focus{position:static;width:auto;height:auto;margin:0;overflow:visible;clip:auto}[role=button]{cursor:pointer}.h1,.h2,.h3,.h4,.h5,.h6,h1,h2,h3,h4,h5,h6{font-family:inherit;font-weight:500;line-height:1.1;color:inherit}.h1 .small,.h1 small,.h2 .small,.h2 small,.h3 .small,.h3 small,.h4 .small,.h4 small,.h5 .small,.h5 small,.h6 .small,.h6 small,h1 .small,h1 small,h2 .small,h2 small,h3 .small,h3 small,h4 .small,h4 small,h5 .small,h5 small,h6 .small,h6 small{font-weight:400;line-height:1;color:#777}.h1,.h2,.h3,h1,h2,h3{margin-top:20px;margin-bottom:10px}.h1 .small,.h1 small,.h2 .small,.h2 small,.h3 .small,.h3 small,h1 .small,h1 small,h2 .small,h2 small,h3 .small,h3 small{font-size:65%}.h4,.h5,.h6,h4,h5,h6{margin-top:10px;margin-bottom:10px}.h4 .small,.h4 small,.h5 .small,.h5 small,.h6 .small,.h6 small,h4 .small,h4 small,h5 .small,h5 small,h6 .small,h6 small{font-size:75%}.h1,h1{font-size:36px}.h2,h2{font-size:30px}.h3,h3{font-size:24px}.h4,h4{font-size:18px}.h5,h5{font-size:14px}.h6,h6{font-size:12px}p{margin:0 0 10px}.lead{margin-bottom:20px;font-size:16px;font-weight:300;line-height:1.4}@media (min-width:768px){.lead{font-size:21px}}.small,small{font-size:85%}.mark,mark{padding:.2em;background-color:#fcf8e3}.text-left{text-align:left}.text-right{text-align:right}.text-center{text-align:center}.text-justify{text-align:justify}.text-nowrap{white-space:nowrap}.text-lowercase{text-transform:lowercase}.text-uppercase{text-transform:uppercase}.text-capitalize{text-transform:capitalize}.text-muted{color:#777}.text-primary{color:#337ab7}a.text-primary:focus,a.text-primary:hover{color:#286090}.text-success{color:#3c763d}a.text-success:focus,a.text-success:hover{color:#2b542c}.text-info{color:#31708f}a.text-info:focus,a.text-info:hover{color:#245269}.text-warning{color:#8a6d3b}a.text-warning:focus,a.text-warning:hover{color:#66512c}.text-danger{color:#a94442}a.text-danger:focus,a.text-danger:hover{color:#843534}.bg-primary{color:#fff;background-color:#337ab7}a.bg-primary:focus,a.bg-primary:hover{background-color:#286090}.bg-success{background-color:#dff0d8}a.bg-success:focus,a.bg-success:hover{background-color:#c1e2b3}.bg-info{background-color:#d9edf7}a.bg-info:focus,a.bg-info:hover{background-color:#afd9ee}.bg-warning{background-color:#fcf8e3}a.bg-warning:focus,a.bg-warning:hover{background-color:#f7ecb5}.bg-danger{background-color:#f2dede}a.bg-danger:focus,a.bg-danger:hover{background-color:#e4b9b9}.page-header{padding-bottom:9px;margin:40px 0 20px;border-bottom:1px solid #eee}ol,ul{margin-top:0;margin-bottom:10px}ol ol,ol ul,ul ol,ul ul{margin-bottom:0}.list-unstyled{padding-left:0;list-style:none}.list-inline{padding-left:0;margin-left:-5px;list-style:none}.list-inline>li{display:inline-block;padding-right:5px;padding-left:5px}dl{margin-top:0;margin-bottom:20px}dd,dt{line-height:1.42857143}dt{font-weight:700}dd{margin-left:0}@media (min-width:768px){.dl-horizontal dt{float:left;width:160px;overflow:hidden;clear:left;text-align:right;text-overflow:ellipsis;white-space:nowrap}.dl-horizontal dd{margin-left:180px}}abbr[data-original-title],abbr[title]{cursor:help;border-bottom:1px dotted #777}.initialism{font-size:90%;text-transform:uppercase}blockquote{padding:10px 20px;margin:0 0 20px;font-size:17.5px;border-left:5px solid #eee}blockquote ol:last-child,blockquote p:last-child,blockquote ul:last-child{margin-bottom:0}blockquote .small,blockquote footer,blockquote small{display:block;font-size:80%;line-height:1.42857143;color:#777}blockquote .small:before,blockquote footer:before,blockquote small:before{content:'\2014 \00A0'}.blockquote-reverse,blockquote.pull-right{padding-right:15px;padding-left:0;text-align:right;border-right:5px solid #eee;border-left:0}.blockquote-reverse .small:before,.blockquote-reverse footer:before,.blockquote-reverse small:before,blockquote.pull-right .small:before,blockquote.pull-right footer:before,blockquote.pull-right small:before{content:''}.blockquote-reverse .small:after,.blockquote-reverse footer:after,.blockquote-reverse small:after,blockquote.pull-right .small:after,blockquote.pull-right footer:after,blockquote.pull-right small:after{content:'\00A0 \2014'}address{margin-bottom:20px;font-style:normal;line-height:1.42857143}code,kbd,pre,samp{font-family:monospace}code{padding:2px 4px;font-size:90%;color:#c7254e;background-color:#f9f2f4;border-radius:4px}kbd{padding:2px 4px;font-size:90%;color:#fff;background-color:#333;border-radius:3px;-webkit-box-shadow:inset 0 -1px 0 rgba(0,0,0,.25);box-shadow:inset 0 -1px 0 rgba(0,0,0,.25)}kbd kbd{padding:0;font-size:100%;font-weight:700;-webkit-box-shadow:none;box-shadow:none}pre{display:block;padding:9.5px;margin:0 0 10px;font-size:13px;line-height:1.42857143;color:#333;word-break:break-all;word-wrap:break-word;background-color:#f5f5f5;border:1px solid #ccc;border-radius:4px}pre code{padding:0;font-size:inherit;color:inherit;white-space:pre-wrap;background-color:transparent;border-radius:0}.pre-scrollable{max-height:340px;overflow-y:scroll}.container{padding-right:15px;padding-left:15px;margin-right:auto;margin-left:auto}@media (min-width:768px){.container{width:750px}}@media (min-width:992px){.container{width:970px}}@media (min-width:1200px){.container{width:1170px}}.container-fluid{padding-right:15px;padding-left:15px;margin-right:auto;margin-left:auto}.row{margin-right:-15px;margin-left:-15px}.col-lg-1,.col-lg-10,.col-lg-11,.col-lg-12,.col-lg-2,.col-lg-3,.col-lg-4,.col-lg-5,.col-lg-6,.col-lg-7,.col-lg-8,.col-lg-9,.col-md-1,.col-md-10,.col-md-11,.col-md-12,.col-md-2,.col-md-3,.col-md-4,.col-md-5,.col-md-6,.col-md-7,.col-md-8,.col-md-9,.col-sm-1,.col-sm-10,.col-sm-11,.col-sm-12,.col-sm-2,.col-sm-3,.col-sm-4,.col-sm-5,.col-sm-6,.col-sm-7,.col-sm-8,.col-sm-9,.col-xs-1,.col-xs-10,.col-xs-11,.col-xs-12,.col-xs-2,.col-xs-3,.col-xs-4,.col-xs-5,.col-xs-6,.col-xs-7,.col-xs-8,.col-xs-9{position:relative;min-height:1px;padding-right:15px;padding-left:15px}.col-xs-1,.col-xs-10,.col-xs-11,.col-xs-12,.col-xs-2,.col-xs-3,.col-xs-4,.col-xs-5,.col-xs-6,.col-xs-7,.col-xs-8,.col-xs-9{float:left}.col-xs-12{width:100%}.col-xs-11{width:91.66666667%}.col-xs-10{width:83.33333333%}.col-xs-9{width:75%}.col-xs-8{width:66.66666667%}.col-xs-7{width:58.33333333%}.col-xs-6{width:50%}.col-xs-5{width:41.66666667%}.col-xs-4{width:33.33333333%}.col-xs-3{width:25%}.col-xs-2{width:16.66666667%}.col-xs-1{width:8.33333333%}.col-xs-pull-12{right:100%}.col-xs-pull-11{right:91.66666667%}.col-xs-pull-10{right:83.33333333%}.col-xs-pull-9{right:75%}.col-xs-pull-8{right:66.66666667%}.col-xs-pull-7{right:58.33333333%}.col-xs-pull-6{right:50%}.col-xs-pull-5{right:41.66666667%}.col-xs-pull-4{right:33.33333333%}.col-xs-pull-3{right:25%}.col-xs-pull-2{right:16.66666667%}.col-xs-pull-1{right:8.33333333%}.col-xs-pull-0{right:auto}.col-xs-push-12{left:100%}.col-xs-push-11{left:91.66666667%}.col-xs-push-10{left:83.33333333%}.col-xs-push-9{left:75%}.col-xs-push-8{left:66.66666667%}.col-xs-push-7{left:58.33333333%}.col-xs-push-6{left:50%}.col-xs-push-5{left:41.66666667%}.col-xs-push-4{left:33.33333333%}.col-xs-push-3{left:25%}.col-xs-push-2{left:16.66666667%}.col-xs-push-1{left:8.33333333%}.col-xs-push-0{left:auto}.col-xs-offset-12{margin-left:100%}.col-xs-offset-11{margin-left:91.66666667%}.col-xs-offset-10{margin-left:83.33333333%}.col-xs-offset-9{margin-left:75%}.col-xs-offset-8{margin-left:66.66666667%}.col-xs-offset-7{margin-left:58.33333333%}.col-xs-offset-6{margin-left:50%}.col-xs-offset-5{margin-left:41.66666667%}.col-xs-offset-4{margin-left:33.33333333%}.col-xs-offset-3{margin-left:25%}.col-xs-offset-2{margin-left:16.66666667%}.col-xs-offset-1{margin-left:8.33333333%}.col-xs-offset-0{margin-left:0}@media (min-width:768px){.col-sm-1,.col-sm-10,.col-sm-11,.col-sm-12,.col-sm-2,.col-sm-3,.col-sm-4,.col-sm-5,.col-sm-6,.col-sm-7,.col-sm-8,.col-sm-9{float:left}.col-sm-12{width:100%}.col-sm-11{width:91.66666667%}.col-sm-10{width:83.33333333%}.col-sm-9{width:75%}.col-sm-8{width:66.66666667%}.col-sm-7{width:58.33333333%}.col-sm-6{width:50%}.col-sm-5{width:41.66666667%}.col-sm-4{width:33.33333333%}.col-sm-3{width:25%}.col-sm-2{width:16.66666667%}.col-sm-1{width:8.33333333%}.col-sm-pull-12{right:100%}.col-sm-pull-11{right:91.66666667%}.col-sm-pull-10{right:83.33333333%}.col-sm-pull-9{right:75%}.col-sm-pull-8{right:66.66666667%}.col-sm-pull-7{right:58.33333333%}.col-sm-pull-6{right:50%}.col-sm-pull-5{right:41.66666667%}.col-sm-pull-4{right:33.33333333%}.col-sm-pull-3{right:25%}.col-sm-pull-2{right:16.66666667%}.col-sm-pull-1{right:8.33333333%}.col-sm-pull-0{right:auto}.col-sm-push-12{left:100%}.col-sm-push-11{left:91.66666667%}.col-sm-push-10{left:83.33333333%}.col-sm-push-9{left:75%}.col-sm-push-8{left:66.66666667%}.col-sm-push-7{left:58.33333333%}.col-sm-push-6{left:50%}.col-sm-push-5{left:41.66666667%}.col-sm-push-4{left:33.33333333%}.col-sm-push-3{left:25%}.col-sm-push-2{left:16.66666667%}.col-sm-push-1{left:8.33333333%}.col-sm-push-0{left:auto}.col-sm-offset-12{margin-left:100%}.col-sm-offset-11{margin-left:91.66666667%}.col-sm-offset-10{margin-left:83.33333333%}.col-sm-offset-9{margin-left:75%}.col-sm-offset-8{margin-left:66.66666667%}.col-sm-offset-7{margin-left:58.33333333%}.col-sm-offset-6{margin-left:50%}.col-sm-offset-5{margin-left:41.66666667%}.col-sm-offset-4{margin-left:33.33333333%}.col-sm-offset-3{margin-left:25%}.col-sm-offset-2{margin-left:16.66666667%}.col-sm-offset-1{margin-left:8.33333333%}.col-sm-offset-0{margin-left:0}}@media (min-width:992px){.col-md-1,.col-md-10,.col-md-11,.col-md-12,.col-md-2,.col-md-3,.col-md-4,.col-md-5,.col-md-6,.col-md-7,.col-md-8,.col-md-9{float:left}.col-md-12{width:100%}.col-md-11{width:91.66666667%}.col-md-10{width:83.33333333%}.col-md-9{width:75%}.col-md-8{width:66.66666667%}.col-md-7{width:58.33333333%}.col-md-6{width:50%}.col-md-5{width:41.66666667%}.col-md-4{width:33.33333333%}.col-md-3{width:25%}.col-md-2{width:16.66666667%}.col-md-1{width:8.33333333%}.col-md-pull-12{right:100%}.col-md-pull-11{right:91.66666667%}.col-md-pull-10{right:83.33333333%}.col-md-pull-9{right:75%}.col-md-pull-8{right:66.66666667%}.col-md-pull-7{right:58.33333333%}.col-md-pull-6{right:50%}.col-md-pull-5{right:41.66666667%}.col-md-pull-4{right:33.33333333%}.col-md-pull-3{right:25%}.col-md-pull-2{right:16.66666667%}.col-md-pull-1{right:8.33333333%}.col-md-pull-0{right:auto}.col-md-push-12{left:100%}.col-md-push-11{left:91.66666667%}.col-md-push-10{left:83.33333333%}.col-md-push-9{left:75%}.col-md-push-8{left:66.66666667%}.col-md-push-7{left:58.33333333%}.col-md-push-6{left:50%}.col-md-push-5{left:41.66666667%}.col-md-push-4{left:33.33333333%}.col-md-push-3{left:25%}.col-md-push-2{left:16.66666667%}.col-md-push-1{left:8.33333333%}.col-md-push-0{left:auto}.col-md-offset-12{margin-left:100%}.col-md-offset-11{margin-left:91.66666667%}.col-md-offset-10{margin-left:83.33333333%}.col-md-offset-9{margin-left:75%}.col-md-offset-8{margin-left:66.66666667%}.col-md-offset-7{margin-left:58.33333333%}.col-md-offset-6{margin-left:50%}.col-md-offset-5{margin-left:41.66666667%}.col-md-offset-4{margin-left:33.33333333%}.col-md-offset-3{margin-left:25%}.col-md-offset-2{margin-left:16.66666667%}.col-md-offset-1{margin-left:8.33333333%}.col-md-offset-0{margin-left:0}}@media (min-width:1200px){.col-lg-1,.col-lg-10,.col-lg-11,.col-lg-12,.col-lg-2,.col-lg-3,.col-lg-4,.col-lg-5,.col-lg-6,.col-lg-7,.col-lg-8,.col-lg-9{float:left}.col-lg-12{width:100%}.col-lg-11{width:91.66666667%}.col-lg-10{width:83.33333333%}.col-lg-9{width:75%}.col-lg-8{width:66.66666667%}.col-lg-7{width:58.33333333%}.col-lg-6{width:50%}.col-lg-5{width:41.66666667%}.col-lg-4{width:33.33333333%}.col-lg-3{width:25%}.col-lg-2{width:16.66666667%}.col-lg-1{width:8.33333333%}.col-lg-pull-12{right:100%}.col-lg-pull-11{right:91.66666667%}.col-lg-pull-10{right:83.33333333%}.col-lg-pull-9{right:75%}.col-lg-pull-8{right:66.66666667%}.col-lg-pull-7{right:58.33333333%}.col-lg-pull-6{right:50%}.col-lg-pull-5{right:41.66666667%}.col-lg-pull-4{right:33.33333333%}.col-lg-pull-3{right:25%}.col-lg-pull-2{right:16.66666667%}.col-lg-pull-1{right:8.33333333%}.col-lg-pull-0{right:auto}.col-lg-push-12{left:100%}.col-lg-push-11{left:91.66666667%}.col-lg-push-10{left:83.33333333%}.col-lg-push-9{left:75%}.col-lg-push-8{left:66.66666667%}.col-lg-push-7{left:58.33333333%}.col-lg-push-6{left:50%}.col-lg-push-5{left:41.66666667%}.col-lg-push-4{left:33.33333333%}.col-lg-push-3{left:25%}.col-lg-push-2{left:16.66666667%}.col-lg-push-1{left:8.33333333%}.col-lg-push-0{left:auto}.col-lg-offset-12{margin-left:100%}.col-lg-offset-11{margin-left:91.66666667%}.col-lg-offset-10{margin-left:83.33333333%}.col-lg-offset-9{margin-left:75%}.col-lg-offset-8{margin-left:66.66666667%}.col-lg-offset-7{margin-left:58.33333333%}.col-lg-offset-6{margin-left:50%}.col-lg-offset-5{margin-left:41.66666667%}.col-lg-offset-4{margin-left:33.33333333%}.col-lg-offset-3{margin-left:25%}.col-lg-offset-2{margin-left:16.66666667%}.col-lg-offset-1{margin-left:8.33333333%}.col-lg-offset-0{margin-left:0}}table{background-color:transparent}caption{padding-top:8px;padding-bottom:8px;color:#777;text-align:left}th{}.table{width:100%;max-width:100%;margin-bottom:20px}.table>tbody>tr>td,.table>tbody>tr>th,.table>tfoot>tr>td,.table>tfoot>tr>th,.table>thead>tr>td,.table>thead>tr>th{padding:8px;line-height:1.42857143;vertical-align:top;border-top:1px solid #ddd}.table>thead>tr>th{vertical-align:bottom;border-bottom:2px solid #ddd}.table>caption+thead>tr:first-child>td,.table>caption+thead>tr:first-child>th,.table>colgroup+thead>tr:first-child>td,.table>colgroup+thead>tr:first-child>th,.table>thead:first-child>tr:first-child>td,.table>thead:first-child>tr:first-child>th{border-top:0}.table>tbody+tbody{border-top:2px solid #ddd}.table .table{background-color:#fff}.table-condensed>tbody>tr>td,.table-condensed>tbody>tr>th,.table-condensed>tfoot>tr>td,.table-condensed>tfoot>tr>th,.table-condensed>thead>tr>td,.table-condensed>thead>tr>th{padding:5px}.table-bordered{border:1px solid #ddd}.table-bordered>tbody>tr>td,.table-bordered>tbody>tr>th,.table-bordered>tfoot>tr>td,.table-bordered>tfoot>tr>th,.table-bordered>thead>tr>td,.table-bordered>thead>tr>th{border:1px solid #ddd}.table-bordered>thead>tr>td,.table-bordered>thead>tr>th{border-bottom-width:2px}.table-striped>tbody>tr:nth-of-type(odd){background-color:#f9f9f9}.table-hover>tbody>tr:hover{background-color:#f5f5f5}table col[class*=col-]{position:static;display:table-column;float:none}table td[class*=col-],table th[class*=col-]{position:static;display:table-cell;float:none}.table>tbody>tr.active>td,.table>tbody>tr.active>th,.table>tbody>tr>td.active,.table>tbody>tr>th.active,.table>tfoot>tr.active>td,.table>tfoot>tr.active>th,.table>tfoot>tr>td.active,.table>tfoot>tr>th.active,.table>thead>tr.active>td,.table>thead>tr.active>th,.table>thead>tr>td.active,.table>thead>tr>th.active{background-color:#f5f5f5}.table-hover>tbody>tr.active:hover>td,.table-hover>tbody>tr.active:hover>th,.table-hover>tbody>tr:hover>.active,.table-hover>tbody>tr>td.active:hover,.table-hover>tbody>tr>th.active:hover{background-color:#e8e8e8}.table>tbody>tr.success>td,.table>tbody>tr.success>th,.table>tbody>tr>td.success,.table>tbody>tr>th.success,.table>tfoot>tr.success>td,.table>tfoot>tr.success>th,.table>tfoot>tr>td.success,.table>tfoot>tr>th.success,.table>thead>tr.success>td,.table>thead>tr.success>th,.table>thead>tr>td.success,.table>thead>tr>th.success{background-color:#dff0d8}.table-hover>tbody>tr.success:hover>td,.table-hover>tbody>tr.success:hover>th,.table-hover>tbody>tr:hover>.success,.table-hover>tbody>tr>td.success:hover,.table-hover>tbody>tr>th.success:hover{background-color:#d0e9c6}.table>tbody>tr.info>td,.table>tbody>tr.info>th,.table>tbody>tr>td.info,.table>tbody>tr>th.info,.table>tfoot>tr.info>td,.table>tfoot>tr.info>th,.table>tfoot>tr>td.info,.table>tfoot>tr>th.info,.table>thead>tr.info>td,.table>thead>tr.info>th,.table>thead>tr>td.info,.table>thead>tr>th.info{background-color:#d9edf7}.table-hover>tbody>tr.info:hover>td,.table-hover>tbody>tr.info:hover>th,.table-hover>tbody>tr:hover>.info,.table-hover>tbody>tr>td.info:hover,.table-hover>tbody>tr>th.info:hover{background-color:#c4e3f3}.table>tbody>tr.warning>td,.table>tbody>tr.warning>th,.table>tbody>tr>td.warning,.table>tbody>tr>th.warning,.table>tfoot>tr.warning>td,.table>tfoot>tr.warning>th,.table>tfoot>tr>td.warning,.table>tfoot>tr>th.warning,.table>thead>tr.warning>td,.table>thead>tr.warning>th,.table>thead>tr>td.warning,.table>thead>tr>th.warning{background-color:#fcf8e3}.table-hover>tbody>tr.warning:hover>td,.table-hover>tbody>tr.warning:hover>th,.table-hover>tbody>tr:hover>.warning,.table-hover>tbody>tr>td.warning:hover,.table-hover>tbody>tr>th.warning:hover{background-color:#faf2cc}.table>tbody>tr.danger>td,.table>tbody>tr.danger>th,.table>tbody>tr>td.danger,.table>tbody>tr>th.danger,.table>tfoot>tr.danger>td,.table>tfoot>tr.danger>th,.table>tfoot>tr>td.danger,.table>tfoot>tr>th.danger,.table>thead>tr.danger>td,.table>thead>tr.danger>th,.table>thead>tr>td.danger,.table>thead>tr>th.danger{background-color:#f2dede}.table-hover>tbody>tr.danger:hover>td,.table-hover>tbody>tr.danger:hover>th,.table-hover>tbody>tr:hover>.danger,.table-hover>tbody>tr>td.danger:hover,.table-hover>tbody>tr>th.danger:hover{background-color:#ebcccc}.table-responsive{min-height:.01%;overflow-x:auto}@media screen and (max-width:767px){.table-responsive{width:100%;margin-bottom:15px;overflow-y:hidden;-ms-overflow-style:-ms-autohiding-scrollbar;border:1px solid #ddd}.table-responsive>.table{margin-bottom:0}.table-responsive>.table>tbody>tr>td,.table-responsive>.table>tbody>tr>th,.table-responsive>.table>tfoot>tr>td,.table-responsive>.table>tfoot>tr>th,.table-responsive>.table>thead>tr>td,.table-responsive>.table>thead>tr>th{white-space:nowrap}.table-responsive>.table-bordered{border:0}.table-responsive>.table-bordered>tbody>tr>td:first-child,.table-responsive>.table-bordered>tbody>tr>th:first-child,.table-responsive>.table-bordered>tfoot>tr>td:first-child,.table-responsive>.table-bordered>tfoot>tr>th:first-child,.table-responsive>.table-bordered>thead>tr>td:first-child,.table-responsive>.table-bordered>thead>tr>th:first-child{border-left:0}.table-responsive>.table-bordered>tbody>tr>td:last-child,.table-responsive>.table-bordered>tbody>tr>th:last-child,.table-responsive>.table-bordered>tfoot>tr>td:last-child,.table-responsive>.table-bordered>tfoot>tr>th:last-child,.table-responsive>.table-bordered>thead>tr>td:last-child,.table-responsive>.table-bordered>thead>tr>th:last-child{border-right:0}.table-responsive>.table-bordered>tbody>tr:last-child>td,.table-responsive>.table-bordered>tbody>tr:last-child>th,.table-responsive>.table-bordered>tfoot>tr:last-child>td,.table-responsive>.table-bordered>tfoot>tr:last-child>th{border-bottom:0}}fieldset{min-width:0;padding:0;margin:0;border:0}legend{display:block;width:100%;padding:0;margin-bottom:20px;font-size:21px;line-height:inherit;color:#333;border:0;border-bottom:1px solid #e5e5e5}label{display:inline-block;max-width:100%;margin-bottom:5px;font-weight:700}input[type=search]{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}input[type=checkbox],input[type=radio]{margin:4px 0 0;margin-top:1px\9;line-height:normal}input[type=file]{display:block}input[type=range]{display:block;width:100%}select[multiple],select[size]{height:auto}input[type=file]:focus,input[type=checkbox]:focus,input[type=radio]:focus{outline:thin dotted;outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}output{display:block;padding-top:7px;font-size:14px;line-height:1.42857143;color:#555}.form-control{display:block;width:100%;height:34px;padding:6px 12px;font-size:14px;line-height:1.42857143;color:#555;background-color:#fff;background-image:none;border:1px solid #ccc;border-radius:4px;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075);-webkit-transition:border-color ease-in-out .15s,-webkit-box-shadow ease-in-out .15s;-o-transition:border-color ease-in-out .15s,box-shadow ease-in-out .15s;transition:border-color ease-in-out .15s,box-shadow ease-in-out .15s}.form-control:focus{border-color:#66afe9;outline:0;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 8px rgba(102,175,233,.6);box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 8px rgba(102,175,233,.6)}.form-control::-moz-placeholder{color:#999;opacity:1}.form-control:-ms-input-placeholder{color:#999}.form-control::-webkit-input-placeholder{color:#999}.form-control[disabled],.form-control[readonly],fieldset[disabled] .form-control{background-color:#eee;opacity:1}.form-control[disabled],fieldset[disabled] .form-control{cursor:not-allowed}textarea.form-control{height:auto}input[type=search]{-webkit-appearance:none}@media screen and (-webkit-min-device-pixel-ratio:0){input[type=date].form-control,input[type=time].form-control,input[type=datetime-local].form-control,input[type=month].form-control{line-height:34px}.input-group-sm input[type=date],.input-group-sm input[type=time],.input-group-sm input[type=datetime-local],.input-group-sm input[type=month],input[type=date].input-sm,input[type=time].input-sm,input[type=datetime-local].input-sm,input[type=month].input-sm{line-height:30px}.input-group-lg input[type=date],.input-group-lg input[type=time],.input-group-lg input[type=datetime-local],.input-group-lg input[type=month],input[type=date].input-lg,input[type=time].input-lg,input[type=datetime-local].input-lg,input[type=month].input-lg{line-height:46px}}.form-group{margin-bottom:15px}.checkbox,.radio{position:relative;display:block;margin-top:10px;margin-bottom:10px}.checkbox label,.radio label{min-height:20px;padding-left:20px;margin-bottom:0;font-weight:400;cursor:pointer}.checkbox input[type=checkbox],.checkbox-inline input[type=checkbox],.radio input[type=radio],.radio-inline input[type=radio]{position:absolute;margin-top:4px\9;margin-left:-20px}.checkbox+.checkbox,.radio+.radio{margin-top:-5px}.checkbox-inline,.radio-inline{position:relative;display:inline-block;padding-left:20px;margin-bottom:0;font-weight:400;vertical-align:middle;cursor:pointer}.checkbox-inline+.checkbox-inline,.radio-inline+.radio-inline{margin-top:0;margin-left:10px}fieldset[disabled] input[type=checkbox],fieldset[disabled] input[type=radio],input[type=checkbox].disabled,input[type=checkbox][disabled],input[type=radio].disabled,input[type=radio][disabled]{cursor:not-allowed}.checkbox-inline.disabled,.radio-inline.disabled,fieldset[disabled] .checkbox-inline,fieldset[disabled] .radio-inline{cursor:not-allowed}.checkbox.disabled label,.radio.disabled label,fieldset[disabled] .checkbox label,fieldset[disabled] .radio label{cursor:not-allowed}.form-control-static{min-height:34px;padding-top:7px;padding-bottom:7px;margin-bottom:0}.form-control-static.input-lg,.form-control-static.input-sm{padding-right:0;padding-left:0}.input-sm{height:30px;padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}select.input-sm{height:30px;line-height:30px}select[multiple].input-sm,textarea.input-sm{height:auto}.form-group-sm .form-control{height:30px;padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}.form-group-sm select.form-control{height:30px;line-height:30px}.form-group-sm select[multiple].form-control,.form-group-sm textarea.form-control{height:auto}.form-group-sm .form-control-static{height:30px;min-height:32px;padding:6px 10px;font-size:12px;line-height:1.5}.input-lg{height:46px;padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}select.input-lg{height:46px;line-height:46px}select[multiple].input-lg,textarea.input-lg{height:auto}.form-group-lg .form-control{height:46px;padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}.form-group-lg select.form-control{height:46px;line-height:46px}.form-group-lg select[multiple].form-control,.form-group-lg textarea.form-control{height:auto}.form-group-lg .form-control-static{height:46px;min-height:38px;padding:11px 16px;font-size:18px;line-height:1.3333333}.has-feedback{position:relative}.has-feedback .form-control{padding-right:42.5px}.form-control-feedback{position:absolute;top:0;right:0;z-index:2;display:block;width:34px;height:34px;line-height:34px;text-align:center;pointer-events:none}.form-group-lg .form-control+.form-control-feedback,.input-group-lg+.form-control-feedback,.input-lg+.form-control-feedback{width:46px;height:46px;line-height:46px}.form-group-sm .form-control+.form-control-feedback,.input-group-sm+.form-control-feedback,.input-sm+.form-control-feedback{width:30px;height:30px;line-height:30px}.has-success .checkbox,.has-success .checkbox-inline,.has-success .control-label,.has-success .help-block,.has-success .radio,.has-success .radio-inline,.has-success.checkbox label,.has-success.checkbox-inline label,.has-success.radio label,.has-success.radio-inline label{color:#3c763d}.has-success .form-control{border-color:#3c763d;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075)}.has-success .form-control:focus{border-color:#2b542c;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #67b168;box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #67b168}.has-success .input-group-addon{color:#3c763d;background-color:#dff0d8;border-color:#3c763d}.has-success .form-control-feedback{color:#3c763d}.has-warning .checkbox,.has-warning .checkbox-inline,.has-warning .control-label,.has-warning .help-block,.has-warning .radio,.has-warning .radio-inline,.has-warning.checkbox label,.has-warning.checkbox-inline label,.has-warning.radio label,.has-warning.radio-inline label{color:#8a6d3b}.has-warning .form-control{border-color:#8a6d3b;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075)}.has-warning .form-control:focus{border-color:#66512c;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #c0a16b;box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #c0a16b}.has-warning .input-group-addon{color:#8a6d3b;background-color:#fcf8e3;border-color:#8a6d3b}.has-warning .form-control-feedback{color:#8a6d3b}.has-error .checkbox,.has-error .checkbox-inline,.has-error .control-label,.has-error .help-block,.has-error .radio,.has-error .radio-inline,.has-error.checkbox label,.has-error.checkbox-inline label,.has-error.radio label,.has-error.radio-inline label{color:#a94442}.has-error .form-control{border-color:#a94442;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075)}.has-error .form-control:focus{border-color:#843534;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #ce8483;box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #ce8483}.has-error .input-group-addon{color:#a94442;background-color:#f2dede;border-color:#a94442}.has-error .form-control-feedback{color:#a94442}.has-feedback label~.form-control-feedback{top:25px}.has-feedback label.sr-only~.form-control-feedback{top:0}.help-block{display:block;margin-top:5px;margin-bottom:10px;color:#737373}@media (min-width:768px){.form-inline .form-group{display:inline-block;margin-bottom:0;vertical-align:middle}.form-inline .form-control{display:inline-block;width:auto;vertical-align:middle}.form-inline .form-control-static{display:inline-block}.form-inline .input-group{display:inline-table;vertical-align:middle}.form-inline .input-group .form-control,.form-inline .input-group .input-group-addon,.form-inline .input-group .input-group-btn{width:auto}.form-inline .input-group>.form-control{width:100%}.form-inline .control-label{margin-bottom:0;vertical-align:middle}.form-inline .checkbox,.form-inline .radio{display:inline-block;margin-top:0;margin-bottom:0;vertical-align:middle}.form-inline .checkbox label,.form-inline .radio label{padding-left:0}.form-inline .checkbox input[type=checkbox],.form-inline .radio input[type=radio]{position:relative;margin-left:0}.form-inline .has-feedback .form-control-feedback{top:0}}.form-horizontal .checkbox,.form-horizontal .checkbox-inline,.form-horizontal .radio,.form-horizontal .radio-inline{padding-top:7px;margin-top:0;margin-bottom:0}.form-horizontal .checkbox,.form-horizontal .radio{min-height:27px}.form-horizontal .form-group{margin-right:-15px;margin-left:-15px}@media (min-width:768px){.form-horizontal .control-label{padding-top:7px;margin-bottom:0;text-align:right}}.form-horizontal .has-feedback .form-control-feedback{right:15px}@media (min-width:768px){.form-horizontal .form-group-lg .control-label{padding-top:14.33px;font-size:18px}}@media (min-width:768px){.form-horizontal .form-group-sm .control-label{padding-top:6px;font-size:12px}}.btn{display:inline-block;padding:6px 12px;margin-bottom:0;font-size:14px;font-weight:400;line-height:1.42857143;text-align:center;white-space:nowrap;vertical-align:middle;-ms-touch-action:manipulation;touch-action:manipulation;cursor:pointer;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;background-image:none;border:1px solid transparent;border-radius:4px}.btn.active.focus,.btn.active:focus,.btn.focus,.btn:active.focus,.btn:active:focus,.btn:focus{outline:thin dotted;outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}.btn.focus,.btn:focus,.btn:hover{color:#333;text-decoration:none}.btn.active,.btn:active{background-image:none;outline:0;-webkit-box-shadow:inset 0 3px 5px rgba(0,0,0,.125);box-shadow:inset 0 3px 5px rgba(0,0,0,.125)}.btn.disabled,.btn[disabled],fieldset[disabled] .btn{cursor:not-allowed;filter:alpha(opacity=65);-webkit-box-shadow:none;box-shadow:none;opacity:.65}a.btn.disabled,fieldset[disabled] a.btn{pointer-events:none}.btn-default{color:#333;background-color:#fff;border-color:#ccc}.btn-default.focus,.btn-default:focus{color:#333;background-color:#e6e6e6;border-color:#8c8c8c}.btn-default:hover{color:#333;background-color:#e6e6e6;border-color:#adadad}.btn-default.active,.btn-default:active,.open>.dropdown-toggle.btn-default{color:#333;background-color:#e6e6e6;border-color:#adadad}.btn-default.active.focus,.btn-default.active:focus,.btn-default.active:hover,.btn-default:active.focus,.btn-default:active:focus,.btn-default:active:hover,.open>.dropdown-toggle.btn-default.focus,.open>.dropdown-toggle.btn-default:focus,.open>.dropdown-toggle.btn-default:hover{color:#333;background-color:#d4d4d4;border-color:#8c8c8c}.btn-default.active,.btn-default:active,.open>.dropdown-toggle.btn-default{background-image:none}.btn-default.disabled,.btn-default.disabled.active,.btn-default.disabled.focus,.btn-default.disabled:active,.btn-default.disabled:focus,.btn-default.disabled:hover,.btn-default[disabled],.btn-default[disabled].active,.btn-default[disabled].focus,.btn-default[disabled]:active,.btn-default[disabled]:focus,.btn-default[disabled]:hover,fieldset[disabled] .btn-default,fieldset[disabled] .btn-default.active,fieldset[disabled] .btn-default.focus,fieldset[disabled] .btn-default:active,fieldset[disabled] .btn-default:focus,fieldset[disabled] .btn-default:hover{background-color:#fff;border-color:#ccc}.btn-default .badge{color:#fff;background-color:#333}.btn-primary{color:#fff;background-color:#337ab7;border-color:#2e6da4}.btn-primary.focus,.btn-primary:focus{color:#fff;background-color:#286090;border-color:#122b40}.btn-primary:hover{color:#fff;background-color:#286090;border-color:#204d74}.btn-primary.active,.btn-primary:active,.open>.dropdown-toggle.btn-primary{color:#fff;background-color:#286090;border-color:#204d74}.btn-primary.active.focus,.btn-primary.active:focus,.btn-primary.active:hover,.btn-primary:active.focus,.btn-primary:active:focus,.btn-primary:active:hover,.open>.dropdown-toggle.btn-primary.focus,.open>.dropdown-toggle.btn-primary:focus,.open>.dropdown-toggle.btn-primary:hover{color:#fff;background-color:#204d74;border-color:#122b40}.btn-primary.active,.btn-primary:active,.open>.dropdown-toggle.btn-primary{background-image:none}.btn-primary.disabled,.btn-primary.disabled.active,.btn-primary.disabled.focus,.btn-primary.disabled:active,.btn-primary.disabled:focus,.btn-primary.disabled:hover,.btn-primary[disabled],.btn-primary[disabled].active,.btn-primary[disabled].focus,.btn-primary[disabled]:active,.btn-primary[disabled]:focus,.btn-primary[disabled]:hover,fieldset[disabled] .btn-primary,fieldset[disabled] .btn-primary.active,fieldset[disabled] .btn-primary.focus,fieldset[disabled] .btn-primary:active,fieldset[disabled] .btn-primary:focus,fieldset[disabled] .btn-primary:hover{background-color:#337ab7;border-color:#2e6da4}.btn-primary .badge{color:#337ab7;background-color:#fff}.btn-success{color:#fff;background-color:#5cb85c;border-color:#4cae4c}.btn-success.focus,.btn-success:focus{color:#fff;background-color:#449d44;border-color:#255625}.btn-success:hover{color:#fff;background-color:#449d44;border-color:#398439}.btn-success.active,.btn-success:active,.open>.dropdown-toggle.btn-success{color:#fff;background-color:#449d44;border-color:#398439}.btn-success.active.focus,.btn-success.active:focus,.btn-success.active:hover,.btn-success:active.focus,.btn-success:active:focus,.btn-success:active:hover,.open>.dropdown-toggle.btn-success.focus,.open>.dropdown-toggle.btn-success:focus,.open>.dropdown-toggle.btn-success:hover{color:#fff;background-color:#398439;border-color:#255625}.btn-success.active,.btn-success:active,.open>.dropdown-toggle.btn-success{background-image:none}.btn-success.disabled,.btn-success.disabled.active,.btn-success.disabled.focus,.btn-success.disabled:active,.btn-success.disabled:focus,.btn-success.disabled:hover,.btn-success[disabled],.btn-success[disabled].active,.btn-success[disabled].focus,.btn-success[disabled]:active,.btn-success[disabled]:focus,.btn-success[disabled]:hover,fieldset[disabled] .btn-success,fieldset[disabled] .btn-success.active,fieldset[disabled] .btn-success.focus,fieldset[disabled] .btn-success:active,fieldset[disabled] .btn-success:focus,fieldset[disabled] .btn-success:hover{background-color:#5cb85c;border-color:#4cae4c}.btn-success .badge{color:#5cb85c;background-color:#fff}.btn-info{color:#fff;background-color:#5bc0de;border-color:#46b8da}.btn-info.focus,.btn-info:focus{color:#fff;background-color:#31b0d5;border-color:#1b6d85}.btn-info:hover{color:#fff;background-color:#31b0d5;border-color:#269abc}.btn-info.active,.btn-info:active,.open>.dropdown-toggle.btn-info{color:#fff;background-color:#31b0d5;border-color:#269abc}.btn-info.active.focus,.btn-info.active:focus,.btn-info.active:hover,.btn-info:active.focus,.btn-info:active:focus,.btn-info:active:hover,.open>.dropdown-toggle.btn-info.focus,.open>.dropdown-toggle.btn-info:focus,.open>.dropdown-toggle.btn-info:hover{color:#fff;background-color:#269abc;border-color:#1b6d85}.btn-info.active,.btn-info:active,.open>.dropdown-toggle.btn-info{background-image:none}.btn-info.disabled,.btn-info.disabled.active,.btn-info.disabled.focus,.btn-info.disabled:active,.btn-info.disabled:focus,.btn-info.disabled:hover,.btn-info[disabled],.btn-info[disabled].active,.btn-info[disabled].focus,.btn-info[disabled]:active,.btn-info[disabled]:focus,.btn-info[disabled]:hover,fieldset[disabled] .btn-info,fieldset[disabled] .btn-info.active,fieldset[disabled] .btn-info.focus,fieldset[disabled] .btn-info:active,fieldset[disabled] .btn-info:focus,fieldset[disabled] .btn-info:hover{background-color:#5bc0de;border-color:#46b8da}.btn-info .badge{color:#5bc0de;background-color:#fff}.btn-warning{color:#fff;background-color:#f0ad4e;border-color:#eea236}.btn-warning.focus,.btn-warning:focus{color:#fff;background-color:#ec971f;border-color:#985f0d}.btn-warning:hover{color:#fff;background-color:#ec971f;border-color:#d58512}.btn-warning.active,.btn-warning:active,.open>.dropdown-toggle.btn-warning{color:#fff;background-color:#ec971f;border-color:#d58512}.btn-warning.active.focus,.btn-warning.active:focus,.btn-warning.active:hover,.btn-warning:active.focus,.btn-warning:active:focus,.btn-warning:active:hover,.open>.dropdown-toggle.btn-warning.focus,.open>.dropdown-toggle.btn-warning:focus,.open>.dropdown-toggle.btn-warning:hover{color:#fff;background-color:#d58512;border-color:#985f0d}.btn-warning.active,.btn-warning:active,.open>.dropdown-toggle.btn-warning{background-image:none}.btn-warning.disabled,.btn-warning.disabled.active,.btn-warning.disabled.focus,.btn-warning.disabled:active,.btn-warning.disabled:focus,.btn-warning.disabled:hover,.btn-warning[disabled],.btn-warning[disabled].active,.btn-warning[disabled].focus,.btn-warning[disabled]:active,.btn-warning[disabled]:focus,.btn-warning[disabled]:hover,fieldset[disabled] .btn-warning,fieldset[disabled] .btn-warning.active,fieldset[disabled] .btn-warning.focus,fieldset[disabled] .btn-warning:active,fieldset[disabled] .btn-warning:focus,fieldset[disabled] .btn-warning:hover{background-color:#f0ad4e;border-color:#eea236}.btn-warning .badge{color:#f0ad4e;background-color:#fff}.btn-danger{color:#fff;background-color:#d9534f;border-color:#d43f3a}.btn-danger.focus,.btn-danger:focus{color:#fff;background-color:#c9302c;border-color:#761c19}.btn-danger:hover{color:#fff;background-color:#c9302c;border-color:#ac2925}.btn-danger.active,.btn-danger:active,.open>.dropdown-toggle.btn-danger{color:#fff;background-color:#c9302c;border-color:#ac2925}.btn-danger.active.focus,.btn-danger.active:focus,.btn-danger.active:hover,.btn-danger:active.focus,.btn-danger:active:focus,.btn-danger:active:hover,.open>.dropdown-toggle.btn-danger.focus,.open>.dropdown-toggle.btn-danger:focus,.open>.dropdown-toggle.btn-danger:hover{color:#fff;background-color:#ac2925;border-color:#761c19}.btn-danger.active,.btn-danger:active,.open>.dropdown-toggle.btn-danger{background-image:none}.btn-danger.disabled,.btn-danger.disabled.active,.btn-danger.disabled.focus,.btn-danger.disabled:active,.btn-danger.disabled:focus,.btn-danger.disabled:hover,.btn-danger[disabled],.btn-danger[disabled].active,.btn-danger[disabled].focus,.btn-danger[disabled]:active,.btn-danger[disabled]:focus,.btn-danger[disabled]:hover,fieldset[disabled] .btn-danger,fieldset[disabled] .btn-danger.active,fieldset[disabled] .btn-danger.focus,fieldset[disabled] .btn-danger:active,fieldset[disabled] .btn-danger:focus,fieldset[disabled] .btn-danger:hover{background-color:#d9534f;border-color:#d43f3a}.btn-danger .badge{color:#d9534f;background-color:#fff}.btn-link{font-weight:400;color:#337ab7;border-radius:0}.btn-link,.btn-link.active,.btn-link:active,.btn-link[disabled],fieldset[disabled] .btn-link{background-color:transparent;-webkit-box-shadow:none;box-shadow:none}.btn-link,.btn-link:active,.btn-link:focus,.btn-link:hover{border-color:transparent}.btn-link:focus,.btn-link:hover{color:#23527c;text-decoration:underline;background-color:transparent}.btn-link[disabled]:focus,.btn-link[disabled]:hover,fieldset[disabled] .btn-link:focus,fieldset[disabled] .btn-link:hover{color:#777;text-decoration:none}.btn-group-lg>.btn,.btn-lg{padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}.btn-group-sm>.btn,.btn-sm{padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}.btn-group-xs>.btn,.btn-xs{padding:1px 5px;font-size:12px;line-height:1.5;border-radius:3px}.btn-block{display:block;width:100%}.btn-block+.btn-block{margin-top:5px}input[type=button].btn-block,input[type=reset].btn-block,input[type=submit].btn-block{width:100%}.fade{opacity:0;-webkit-transition:opacity .15s linear;-o-transition:opacity .15s linear;transition:opacity .15s linear}.fade.in{opacity:1}.collapse{display:none}.collapse.in{display:block}tr.collapse.in{display:table-row}tbody.collapse.in{display:table-row-group}.collapsing{position:relative;height:0;overflow:hidden;-webkit-transition-timing-function:ease;-o-transition-timing-function:ease;transition-timing-function:ease;-webkit-transition-duration:.35s;-o-transition-duration:.35s;transition-duration:.35s;-webkit-transition-property:height,visibility;-o-transition-property:height,visibility;transition-property:height,visibility}.caret{display:inline-block;width:0;height:0;margin-left:2px;vertical-align:middle;border-top:4px dashed;border-top:4px solid\9;border-right:4px solid transparent;border-left:4px solid transparent}.dropdown,.dropup{position:relative}.dropdown-toggle:focus{outline:0}.dropdown-menu{position:absolute;top:100%;left:0;z-index:1000;display:none;float:left;min-width:160px;padding:5px 0;margin:2px 0 0;font-size:14px;text-align:left;list-style:none;background-color:#fff;-webkit-background-clip:padding-box;background-clip:padding-box;border:1px solid #ccc;border:1px solid rgba(0,0,0,.15);border-radius:4px;-webkit-box-shadow:0 6px 12px rgba(0,0,0,.175);box-shadow:0 6px 12px rgba(0,0,0,.175)}.dropdown-menu.pull-right{right:0;left:auto}.dropdown-menu .divider{height:1px;margin:9px 0;overflow:hidden;background-color:#e5e5e5}.dropdown-menu>li>a{display:block;padding:3px 20px;clear:both;font-weight:400;line-height:1.42857143;color:#333;white-space:nowrap}.dropdown-menu>li>a:focus,.dropdown-menu>li>a:hover{color:#262626;text-decoration:none;background-color:#f5f5f5}.dropdown-menu>.active>a,.dropdown-menu>.active>a:focus,.dropdown-menu>.active>a:hover{color:#fff;text-decoration:none;background-color:#337ab7;outline:0}.dropdown-menu>.disabled>a,.dropdown-menu>.disabled>a:focus,.dropdown-menu>.disabled>a:hover{color:#777}.dropdown-menu>.disabled>a:focus,.dropdown-menu>.disabled>a:hover{text-decoration:none;cursor:not-allowed;background-color:transparent;background-image:none;filter:progid:DXImageTransform.Microsoft.gradient(enabled=false)}.open>.dropdown-menu{display:block}.open>a{outline:0}.dropdown-menu-right{right:0;left:auto}.dropdown-menu-left{right:auto;left:0}.dropdown-header{display:block;padding:3px 20px;font-size:12px;line-height:1.42857143;color:#777;white-space:nowrap}.dropdown-backdrop{position:fixed;top:0;right:0;bottom:0;left:0;z-index:990}.pull-right>.dropdown-menu{right:0;left:auto}.dropup .caret,.navbar-fixed-bottom .dropdown .caret{content:"";border-top:0;border-bottom:4px dashed;border-bottom:4px solid\9}.dropup .dropdown-menu,.navbar-fixed-bottom .dropdown .dropdown-menu{top:auto;bottom:100%;margin-bottom:2px}@media (min-width:768px){.navbar-right .dropdown-menu{right:0;left:auto}.navbar-right .dropdown-menu-left{right:auto;left:0}}.btn-group,.btn-group-vertical{position:relative;display:inline-block;vertical-align:middle}.btn-group-vertical>.btn,.btn-group>.btn{position:relative;float:left}.btn-group-vertical>.btn.active,.btn-group-vertical>.btn:active,.btn-group-vertical>.btn:focus,.btn-group-vertical>.btn:hover,.btn-group>.btn.active,.btn-group>.btn:active,.btn-group>.btn:focus,.btn-group>.btn:hover{z-index:2}.btn-group .btn+.btn,.btn-group .btn+.btn-group,.btn-group .btn-group+.btn,.btn-group .btn-group+.btn-group{margin-left:-1px}.btn-toolbar{margin-left:-5px}.btn-toolbar .btn,.btn-toolbar .btn-group,.btn-toolbar .input-group{float:left}.btn-toolbar>.btn,.btn-toolbar>.btn-group,.btn-toolbar>.input-group{margin-left:5px}.btn-group>.btn:not(:first-child):not(:last-child):not(.dropdown-toggle){border-radius:0}.btn-group>.btn:first-child{margin-left:0}.btn-group>.btn:first-child:not(:last-child):not(.dropdown-toggle){border-top-right-radius:0;border-bottom-right-radius:0}.btn-group>.btn:last-child:not(:first-child),.btn-group>.dropdown-toggle:not(:first-child){border-top-left-radius:0;border-bottom-left-radius:0}.btn-group>.btn-group{float:left}.btn-group>.btn-group:not(:first-child):not(:last-child)>.btn{border-radius:0}.btn-group>.btn-group:first-child:not(:last-child)>.btn:last-child,.btn-group>.btn-group:first-child:not(:last-child)>.dropdown-toggle{border-top-right-radius:0;border-bottom-right-radius:0}.btn-group>.btn-group:last-child:not(:first-child)>.btn:first-child{border-top-left-radius:0;border-bottom-left-radius:0}.btn-group .dropdown-toggle:active,.btn-group.open .dropdown-toggle{outline:0}.btn-group>.btn+.dropdown-toggle{padding-right:8px;padding-left:8px}.btn-group>.btn-lg+.dropdown-toggle{padding-right:12px;padding-left:12px}.btn-group.open .dropdown-toggle{-webkit-box-shadow:inset 0 3px 5px rgba(0,0,0,.125);box-shadow:inset 0 3px 5px rgba(0,0,0,.125)}.btn-group.open .dropdown-toggle.btn-link{-webkit-box-shadow:none;box-shadow:none}.btn .caret{margin-left:0}.btn-lg .caret{border-width:5px 5px 0;border-bottom-width:0}.dropup .btn-lg .caret{border-width:0 5px 5px}.btn-group-vertical>.btn,.btn-group-vertical>.btn-group,.btn-group-vertical>.btn-group>.btn{display:block;float:none;width:100%;max-width:100%}.btn-group-vertical>.btn-group>.btn{float:none}.btn-group-vertical>.btn+.btn,.btn-group-vertical>.btn+.btn-group,.btn-group-vertical>.btn-group+.btn,.btn-group-vertical>.btn-group+.btn-group{margin-top:-1px;margin-left:0}.btn-group-vertical>.btn:not(:first-child):not(:last-child){border-radius:0}.btn-group-vertical>.btn:first-child:not(:last-child){border-top-right-radius:4px;border-bottom-right-radius:0;border-bottom-left-radius:0}.btn-group-vertical>.btn:last-child:not(:first-child){border-top-left-radius:0;border-top-right-radius:0;border-bottom-left-radius:4px}.btn-group-vertical>.btn-group:not(:first-child):not(:last-child)>.btn{border-radius:0}.btn-group-vertical>.btn-group:first-child:not(:last-child)>.btn:last-child,.btn-group-vertical>.btn-group:first-child:not(:last-child)>.dropdown-toggle{border-bottom-right-radius:0;border-bottom-left-radius:0}.btn-group-vertical>.btn-group:last-child:not(:first-child)>.btn:first-child{border-top-left-radius:0;border-top-right-radius:0}.btn-group-justified{display:table;width:100%;table-layout:fixed;border-collapse:separate}.btn-group-justified>.btn,.btn-group-justified>.btn-group{display:table-cell;float:none;width:1%}.btn-group-justified>.btn-group .btn{width:100%}.btn-group-justified>.btn-group .dropdown-menu{left:auto}[data-toggle=buttons]>.btn input[type=checkbox],[data-toggle=buttons]>.btn input[type=radio],[data-toggle=buttons]>.btn-group>.btn input[type=checkbox],[data-toggle=buttons]>.btn-group>.btn input[type=radio]{position:absolute;clip:rect(0,0,0,0);pointer-events:none}.input-group{position:relative;display:table;border-collapse:separate}.input-group[class*=col-]{float:none;padding-right:0;padding-left:0}.input-group .form-control{position:relative;z-index:2;float:left;width:100%;margin-bottom:0}.input-group-lg>.form-control,.input-group-lg>.input-group-addon,.input-group-lg>.input-group-btn>.btn{height:46px;padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}select.input-group-lg>.form-control,select.input-group-lg>.input-group-addon,select.input-group-lg>.input-group-btn>.btn{height:46px;line-height:46px}select[multiple].input-group-lg>.form-control,select[multiple].input-group-lg>.input-group-addon,select[multiple].input-group-lg>.input-group-btn>.btn,textarea.input-group-lg>.form-control,textarea.input-group-lg>.input-group-addon,textarea.input-group-lg>.input-group-btn>.btn{height:auto}.input-group-sm>.form-control,.input-group-sm>.input-group-addon,.input-group-sm>.input-group-btn>.btn{height:30px;padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}select.input-group-sm>.form-control,select.input-group-sm>.input-group-addon,select.input-group-sm>.input-group-btn>.btn{height:30px;line-height:30px}select[multiple].input-group-sm>.form-control,select[multiple].input-group-sm>.input-group-addon,select[multiple].input-group-sm>.input-group-btn>.btn,textarea.input-group-sm>.form-control,textarea.input-group-sm>.input-group-addon,textarea.input-group-sm>.input-group-btn>.btn{height:auto}.input-group .form-control,.input-group-addon,.input-group-btn{display:table-cell}.input-group .form-control:not(:first-child):not(:last-child),.input-group-addon:not(:first-child):not(:last-child),.input-group-btn:not(:first-child):not(:last-child){border-radius:0}.input-group-addon,.input-group-btn{width:1%;white-space:nowrap;vertical-align:middle}.input-group-addon{padding:6px 12px;font-size:14px;font-weight:400;line-height:1;color:#555;text-align:center;background-color:#eee;border:1px solid #ccc;border-radius:4px}.input-group-addon.input-sm{padding:5px 10px;font-size:12px;border-radius:3px}.input-group-addon.input-lg{padding:10px 16px;font-size:18px;border-radius:6px}.input-group-addon input[type=checkbox],.input-group-addon input[type=radio]{margin-top:0}.input-group .form-control:first-child,.input-group-addon:first-child,.input-group-btn:first-child>.btn,.input-group-btn:first-child>.btn-group>.btn,.input-group-btn:first-child>.dropdown-toggle,.input-group-btn:last-child>.btn-group:not(:last-child)>.btn,.input-group-btn:last-child>.btn:not(:last-child):not(.dropdown-toggle){border-top-right-radius:0;border-bottom-right-radius:0}.input-group-addon:first-child{border-right:0}.input-group .form-control:last-child,.input-group-addon:last-child,.input-group-btn:first-child>.btn-group:not(:first-child)>.btn,.input-group-btn:first-child>.btn:not(:first-child),.input-group-btn:last-child>.btn,.input-group-btn:last-child>.btn-group>.btn,.input-group-btn:last-child>.dropdown-toggle{border-top-left-radius:0;border-bottom-left-radius:0}.input-group-addon:last-child{border-left:0}.input-group-btn{position:relative;font-size:0;white-space:nowrap}.input-group-btn>.btn{position:relative}.input-group-btn>.btn+.btn{margin-left:-1px}.input-group-btn>.btn:active,.input-group-btn>.btn:focus,.input-group-btn>.btn:hover{z-index:2}.input-group-btn:first-child>.btn,.input-group-btn:first-child>.btn-group{margin-right:-1px}.input-group-btn:last-child>.btn,.input-group-btn:last-child>.btn-group{z-index:2;margin-left:-1px}.nav{padding-left:0;margin-bottom:0;list-style:none}.nav>li{position:relative;display:block}.nav>li>a{position:relative;display:block;padding:10px 15px}.nav>li>a:focus,.nav>li>a:hover{text-decoration:none;background-color:#eee}.nav>li.disabled>a{color:#777}.nav>li.disabled>a:focus,.nav>li.disabled>a:hover{color:#777;text-decoration:none;cursor:not-allowed;background-color:transparent}.nav .open>a,.nav .open>a:focus,.nav .open>a:hover{background-color:#eee;border-color:#337ab7}.nav .nav-divider{height:1px;margin:9px 0;overflow:hidden;background-color:#e5e5e5}.nav>li>a>img{max-width:none}.nav-tabs{border-bottom:1px solid #ddd}.nav-tabs>li{float:left;margin-bottom:-1px}.nav-tabs>li>a{margin-right:2px;line-height:1.42857143;border:1px solid transparent;border-radius:4px 4px 0 0}.nav-tabs>li>a:hover{border-color:#eee #eee #ddd}.nav-tabs>li.active>a,.nav-tabs>li.active>a:focus,.nav-tabs>li.active>a:hover{color:#555;cursor:default;background-color:#fff;border:1px solid #ddd;border-bottom-color:transparent}.nav-tabs.nav-justified{width:100%;border-bottom:0}.nav-tabs.nav-justified>li{float:none}.nav-tabs.nav-justified>li>a{margin-bottom:5px;text-align:center}.nav-tabs.nav-justified>.dropdown .dropdown-menu{top:auto;left:auto}@media (min-width:768px){.nav-tabs.nav-justified>li{display:table-cell;width:1%}.nav-tabs.nav-justified>li>a{margin-bottom:0}}.nav-tabs.nav-justified>li>a{margin-right:0;border-radius:4px}.nav-tabs.nav-justified>.active>a,.nav-tabs.nav-justified>.active>a:focus,.nav-tabs.nav-justified>.active>a:hover{border:1px solid #ddd}@media (min-width:768px){.nav-tabs.nav-justified>li>a{border-bottom:1px solid #ddd;border-radius:4px 4px 0 0}.nav-tabs.nav-justified>.active>a,.nav-tabs.nav-justified>.active>a:focus,.nav-tabs.nav-justified>.active>a:hover{border-bottom-color:#fff}}.nav-pills>li{float:left}.nav-pills>li>a{border-radius:4px}.nav-pills>li+li{margin-left:2px}.nav-pills>li.active>a,.nav-pills>li.active>a:focus,.nav-pills>li.active>a:hover{color:#fff;background-color:#337ab7}.nav-stacked>li{float:none}.nav-stacked>li+li{margin-top:2px;margin-left:0}.nav-justified{width:100%}.nav-justified>li{float:none}.nav-justified>li>a{margin-bottom:5px;text-align:center}.nav-justified>.dropdown .dropdown-menu{top:auto;left:auto}@media (min-width:768px){.nav-justified>li{display:table-cell;width:1%}.nav-justified>li>a{margin-bottom:0}}.nav-tabs-justified{border-bottom:0}.nav-tabs-justified>li>a{margin-right:0;border-radius:4px}.nav-tabs-justified>.active>a,.nav-tabs-justified>.active>a:focus,.nav-tabs-justified>.active>a:hover{border:1px solid #ddd}@media (min-width:768px){.nav-tabs-justified>li>a{border-bottom:1px solid #ddd;border-radius:4px 4px 0 0}.nav-tabs-justified>.active>a,.nav-tabs-justified>.active>a:focus,.nav-tabs-justified>.active>a:hover{border-bottom-color:#fff}}.tab-content>.tab-pane{display:none}.tab-content>.active{display:block}.nav-tabs .dropdown-menu{margin-top:-1px;border-top-left-radius:0;border-top-right-radius:0}.navbar{position:relative;min-height:50px;margin-bottom:20px;border:1px solid transparent}@media (min-width:768px){.navbar{border-radius:4px}}@media (min-width:768px){.navbar-header{float:left}}.navbar-collapse{padding-right:15px;padding-left:15px;overflow-x:visible;-webkit-overflow-scrolling:touch;border-top:1px solid transparent;-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,.1);box-shadow:inset 0 1px 0 rgba(255,255,255,.1)}.navbar-collapse.in{overflow-y:auto}@media (min-width:768px){.navbar-collapse{width:auto;border-top:0;-webkit-box-shadow:none;box-shadow:none}.navbar-collapse.collapse{display:block!important;height:auto!important;padding-bottom:0;overflow:visible!important}.navbar-collapse.in{overflow-y:visible}.navbar-fixed-bottom .navbar-collapse,.navbar-fixed-top .navbar-collapse,.navbar-static-top .navbar-collapse{padding-right:0;padding-left:0}}.navbar-fixed-bottom .navbar-collapse,.navbar-fixed-top .navbar-collapse{max-height:340px}@media (max-device-width:480px) and (orientation:landscape){.navbar-fixed-bottom .navbar-collapse,.navbar-fixed-top .navbar-collapse{max-height:200px}}.container-fluid>.navbar-collapse,.container-fluid>.navbar-header,.container>.navbar-collapse,.container>.navbar-header{margin-right:-15px;margin-left:-15px}@media (min-width:768px){.container-fluid>.navbar-collapse,.container-fluid>.navbar-header,.container>.navbar-collapse,.container>.navbar-header{margin-right:0;margin-left:0}}.navbar-static-top{z-index:1000;border-width:0 0 1px}@media (min-width:768px){.navbar-static-top{border-radius:0}}.navbar-fixed-bottom,.navbar-fixed-top{position:fixed;right:0;left:0;z-index:1030}@media (min-width:768px){.navbar-fixed-bottom,.navbar-fixed-top{border-radius:0}}.navbar-fixed-top{top:0;border-width:0 0 1px}.navbar-fixed-bottom{bottom:0;margin-bottom:0;border-width:1px 0 0}.navbar-brand{float:left;height:50px;padding:15px 15px;font-size:18px;line-height:20px}.navbar-brand:focus,.navbar-brand:hover{text-decoration:none}.navbar-brand>img{display:block}@media (min-width:768px){.navbar>.container .navbar-brand,.navbar>.container-fluid .navbar-brand{margin-left:-15px}}.navbar-toggle{position:relative;float:right;padding:9px 10px;margin-top:8px;margin-right:15px;margin-bottom:8px;background-color:transparent;background-image:none;border:1px solid transparent;border-radius:4px}.navbar-toggle:focus{outline:0}.navbar-toggle .icon-bar{display:block;width:22px;height:2px;border-radius:1px}.navbar-toggle .icon-bar+.icon-bar{margin-top:4px}@media (min-width:768px){.navbar-toggle{display:none}}.navbar-nav{margin:7.5px -15px}.navbar-nav>li>a{padding-top:10px;padding-bottom:10px;line-height:20px}@media (max-width:767px){.navbar-nav .open .dropdown-menu{position:static;float:none;width:auto;margin-top:0;background-color:transparent;border:0;-webkit-box-shadow:none;box-shadow:none}.navbar-nav .open .dropdown-menu .dropdown-header,.navbar-nav .open .dropdown-menu>li>a{padding:5px 15px 5px 25px}.navbar-nav .open .dropdown-menu>li>a{line-height:20px}.navbar-nav .open .dropdown-menu>li>a:focus,.navbar-nav .open .dropdown-menu>li>a:hover{background-image:none}}@media (min-width:768px){.navbar-nav{float:left;margin:0}.navbar-nav>li{float:left}.navbar-nav>li>a{padding-top:15px;padding-bottom:15px}}.navbar-form{padding:10px 15px;margin-top:8px;margin-right:-15px;margin-bottom:8px;margin-left:-15px;border-top:1px solid transparent;border-bottom:1px solid transparent;-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,.1),0 1px 0 rgba(255,255,255,.1);box-shadow:inset 0 1px 0 rgba(255,255,255,.1),0 1px 0 rgba(255,255,255,.1)}@media (min-width:768px){.navbar-form .form-group{display:inline-block;margin-bottom:0;vertical-align:middle}.navbar-form .form-control{display:inline-block;width:auto;vertical-align:middle}.navbar-form .form-control-static{display:inline-block}.navbar-form .input-group{display:inline-table;vertical-align:middle}.navbar-form .input-group .form-control,.navbar-form .input-group .input-group-addon,.navbar-form .input-group .input-group-btn{width:auto}.navbar-form .input-group>.form-control{width:100%}.navbar-form .control-label{margin-bottom:0;vertical-align:middle}.navbar-form .checkbox,.navbar-form .radio{display:inline-block;margin-top:0;margin-bottom:0;vertical-align:middle}.navbar-form .checkbox label,.navbar-form .radio label{padding-left:0}.navbar-form .checkbox input[type=checkbox],.navbar-form .radio input[type=radio]{position:relative;margin-left:0}.navbar-form .has-feedback .form-control-feedback{top:0}}@media (max-width:767px){.navbar-form .form-group{margin-bottom:5px}.navbar-form .form-group:last-child{margin-bottom:0}}@media (min-width:768px){.navbar-form{width:auto;padding-top:0;padding-bottom:0;margin-right:0;margin-left:0;border:0;-webkit-box-shadow:none;box-shadow:none}}.navbar-nav>li>.dropdown-menu{margin-top:0;border-top-left-radius:0;border-top-right-radius:0}.navbar-fixed-bottom .navbar-nav>li>.dropdown-menu{margin-bottom:0;border-top-left-radius:4px;border-top-right-radius:4px;border-bottom-right-radius:0;border-bottom-left-radius:0}.navbar-btn{margin-top:8px;margin-bottom:8px}.navbar-btn.btn-sm{margin-top:10px;margin-bottom:10px}.navbar-btn.btn-xs{margin-top:14px;margin-bottom:14px}.navbar-text{margin-top:15px;margin-bottom:15px}@media (min-width:768px){.navbar-text{float:left;margin-right:15px;margin-left:15px}}@media (min-width:768px){.navbar-left{float:left!important}.navbar-right{float:right!important;margin-right:-15px}.navbar-right~.navbar-right{margin-right:0}}.navbar-default{background-color:#f8f8f8;border-color:#e7e7e7}.navbar-default .navbar-brand{color:#777}.navbar-default .navbar-brand:focus,.navbar-default .navbar-brand:hover{color:#5e5e5e;background-color:transparent}.navbar-default .navbar-text{color:#777}.navbar-default .navbar-nav>li>a{color:#777}.navbar-default .navbar-nav>li>a:focus,.navbar-default .navbar-nav>li>a:hover{color:#333;background-color:transparent}.navbar-default .navbar-nav>.active>a,.navbar-default .navbar-nav>.active>a:focus,.navbar-default .navbar-nav>.active>a:hover{color:#555;background-color:#e7e7e7}.navbar-default .navbar-nav>.disabled>a,.navbar-default .navbar-nav>.disabled>a:focus,.navbar-default .navbar-nav>.disabled>a:hover{color:#ccc;background-color:transparent}.navbar-default .navbar-toggle{border-color:#ddd}.navbar-default .navbar-toggle:focus,.navbar-default .navbar-toggle:hover{background-color:#ddd}.navbar-default .navbar-toggle .icon-bar{background-color:#888}.navbar-default .navbar-collapse,.navbar-default .navbar-form{border-color:#e7e7e7}.navbar-default .navbar-nav>.open>a,.navbar-default .navbar-nav>.open>a:focus,.navbar-default .navbar-nav>.open>a:hover{color:#555;background-color:#e7e7e7}@media (max-width:767px){.navbar-default .navbar-nav .open .dropdown-menu>li>a{color:#777}.navbar-default .navbar-nav .open .dropdown-menu>li>a:focus,.navbar-default .navbar-nav .open .dropdown-menu>li>a:hover{color:#333;background-color:transparent}.navbar-default .navbar-nav .open .dropdown-menu>.active>a,.navbar-default .navbar-nav .open .dropdown-menu>.active>a:focus,.navbar-default .navbar-nav .open .dropdown-menu>.active>a:hover{color:#555;background-color:#e7e7e7}.navbar-default .navbar-nav .open .dropdown-menu>.disabled>a,.navbar-default .navbar-nav .open .dropdown-menu>.disabled>a:focus,.navbar-default .navbar-nav .open .dropdown-menu>.disabled>a:hover{color:#ccc;background-color:transparent}}.navbar-default .navbar-link{color:#777}.navbar-default .navbar-link:hover{color:#333}.navbar-default .btn-link{color:#777}.navbar-default .btn-link:focus,.navbar-default .btn-link:hover{color:#333}.navbar-default .btn-link[disabled]:focus,.navbar-default .btn-link[disabled]:hover,fieldset[disabled] .navbar-default .btn-link:focus,fieldset[disabled] .navbar-default .btn-link:hover{color:#ccc}.navbar-inverse{background-color:#222;border-color:#080808}.navbar-inverse .navbar-brand{color:#9d9d9d}.navbar-inverse .navbar-brand:focus,.navbar-inverse .navbar-brand:hover{color:#fff;background-color:transparent}.navbar-inverse .navbar-text{color:#9d9d9d}.navbar-inverse .navbar-nav>li>a{color:#9d9d9d}.navbar-inverse .navbar-nav>li>a:focus,.navbar-inverse .navbar-nav>li>a:hover{color:#fff;background-color:transparent}.navbar-inverse .navbar-nav>.active>a,.navbar-inverse .navbar-nav>.active>a:focus,.navbar-inverse .navbar-nav>.active>a:hover{color:#fff;background-color:#080808}.navbar-inverse .navbar-nav>.disabled>a,.navbar-inverse .navbar-nav>.disabled>a:focus,.navbar-inverse .navbar-nav>.disabled>a:hover{color:#444;background-color:transparent}.navbar-inverse .navbar-toggle{border-color:#333}.navbar-inverse .navbar-toggle:focus,.navbar-inverse .navbar-toggle:hover{background-color:#333}.navbar-inverse .navbar-toggle .icon-bar{background-color:#fff}.navbar-inverse .navbar-collapse,.navbar-inverse .navbar-form{border-color:#101010}.navbar-inverse .navbar-nav>.open>a,.navbar-inverse .navbar-nav>.open>a:focus,.navbar-inverse .navbar-nav>.open>a:hover{color:#fff;background-color:#080808}@media (max-width:767px){.navbar-inverse .navbar-nav .open .dropdown-menu>.dropdown-header{border-color:#080808}.navbar-inverse .navbar-nav .open .dropdown-menu .divider{background-color:#080808}.navbar-inverse .navbar-nav .open .dropdown-menu>li>a{color:#9d9d9d}.navbar-inverse .navbar-nav .open .dropdown-menu>li>a:focus,.navbar-inverse .navbar-nav .open .dropdown-menu>li>a:hover{color:#fff;background-color:transparent}.navbar-inverse .navbar-nav .open .dropdown-menu>.active>a,.navbar-inverse .navbar-nav .open .dropdown-menu>.active>a:focus,.navbar-inverse .navbar-nav .open .dropdown-menu>.active>a:hover{color:#fff;background-color:#080808}.navbar-inverse .navbar-nav .open .dropdown-menu>.disabled>a,.navbar-inverse .navbar-nav .open .dropdown-menu>.disabled>a:focus,.navbar-inverse .navbar-nav .open .dropdown-menu>.disabled>a:hover{color:#444;background-color:transparent}}.navbar-inverse .navbar-link{color:#9d9d9d}.navbar-inverse .navbar-link:hover{color:#fff}.navbar-inverse .btn-link{color:#9d9d9d}.navbar-inverse .btn-link:focus,.navbar-inverse .btn-link:hover{color:#fff}.navbar-inverse .btn-link[disabled]:focus,.navbar-inverse .btn-link[disabled]:hover,fieldset[disabled] .navbar-inverse .btn-link:focus,fieldset[disabled] .navbar-inverse .btn-link:hover{color:#444}.breadcrumb{padding:8px 15px;margin-bottom:20px;list-style:none;background-color:#f5f5f5;border-radius:4px}.breadcrumb>li{display:inline-block}.breadcrumb>li+li:before{padding:0 5px;color:#ccc;content:"/\00a0"}.breadcrumb>.active{color:#777}.pagination{display:inline-block;padding-left:0;margin:20px 0;border-radius:4px}.pagination>li{display:inline}.pagination>li>a,.pagination>li>span{position:relative;float:left;padding:6px 12px;margin-left:-1px;line-height:1.42857143;color:#337ab7;text-decoration:none;background-color:#fff;border:1px solid #ddd}.pagination>li:first-child>a,.pagination>li:first-child>span{margin-left:0;border-top-left-radius:4px;border-bottom-left-radius:4px}.pagination>li:last-child>a,.pagination>li:last-child>span{border-top-right-radius:4px;border-bottom-right-radius:4px}.pagination>li>a:focus,.pagination>li>a:hover,.pagination>li>span:focus,.pagination>li>span:hover{z-index:3;color:#23527c;background-color:#eee;border-color:#ddd}.pagination>.active>a,.pagination>.active>a:focus,.pagination>.active>a:hover,.pagination>.active>span,.pagination>.active>span:focus,.pagination>.active>span:hover{z-index:2;color:#fff;cursor:default;background-color:#337ab7;border-color:#337ab7}.pagination>.disabled>a,.pagination>.disabled>a:focus,.pagination>.disabled>a:hover,.pagination>.disabled>span,.pagination>.disabled>span:focus,.pagination>.disabled>span:hover{color:#777;cursor:not-allowed;background-color:#fff;border-color:#ddd}.pagination-lg>li>a,.pagination-lg>li>span{padding:10px 16px;font-size:18px;line-height:1.3333333}.pagination-lg>li:first-child>a,.pagination-lg>li:first-child>span{border-top-left-radius:6px;border-bottom-left-radius:6px}.pagination-lg>li:last-child>a,.pagination-lg>li:last-child>span{border-top-right-radius:6px;border-bottom-right-radius:6px}.pagination-sm>li>a,.pagination-sm>li>span{padding:5px 10px;font-size:12px;line-height:1.5}.pagination-sm>li:first-child>a,.pagination-sm>li:first-child>span{border-top-left-radius:3px;border-bottom-left-radius:3px}.pagination-sm>li:last-child>a,.pagination-sm>li:last-child>span{border-top-right-radius:3px;border-bottom-right-radius:3px}.pager{padding-left:0;margin:20px 0;text-align:center;list-style:none}.pager li{display:inline}.pager li>a,.pager li>span{display:inline-block;padding:5px 14px;background-color:#fff;border:1px solid #ddd;border-radius:15px}.pager li>a:focus,.pager li>a:hover{text-decoration:none;background-color:#eee}.pager .next>a,.pager .next>span{float:right}.pager .previous>a,.pager .previous>span{float:left}.pager .disabled>a,.pager .disabled>a:focus,.pager .disabled>a:hover,.pager .disabled>span{color:#777;cursor:not-allowed;background-color:#fff}.label{display:inline;padding:.2em .6em .3em;font-size:75%;font-weight:700;line-height:1;color:#fff;text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:.25em}a.label:focus,a.label:hover{color:#fff;text-decoration:none;cursor:pointer}.label:empty{display:none}.btn .label{position:relative;top:-1px}.label-default{background-color:#777}.label-default[href]:focus,.label-default[href]:hover{background-color:#5e5e5e}.label-primary{background-color:#337ab7}.label-primary[href]:focus,.label-primary[href]:hover{background-color:#286090}.label-success{background-color:#5cb85c}.label-success[href]:focus,.label-success[href]:hover{background-color:#449d44}.label-info{background-color:#5bc0de}.label-info[href]:focus,.label-info[href]:hover{background-color:#31b0d5}.label-warning{background-color:#f0ad4e}.label-warning[href]:focus,.label-warning[href]:hover{background-color:#ec971f}.label-danger{background-color:#d9534f}.label-danger[href]:focus,.label-danger[href]:hover{background-color:#c9302c}.badge{display:inline-block;min-width:10px;padding:3px 7px;font-size:12px;font-weight:700;line-height:1;color:#fff;text-align:center;white-space:nowrap;vertical-align:middle;background-color:#777;border-radius:10px}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.btn-group-xs>.btn .badge,.btn-xs .badge{top:0;padding:1px 5px}a.badge:focus,a.badge:hover{color:#fff;text-decoration:none;cursor:pointer}.list-group-item.active>.badge,.nav-pills>.active>a>.badge{color:#337ab7;background-color:#fff}.list-group-item>.badge{float:right}.list-group-item>.badge+.badge{margin-right:5px}.nav-pills>li>a>.badge{margin-left:3px}.jumbotron{padding-top:30px;padding-bottom:30px;margin-bottom:30px;color:inherit;background-color:#eee}.jumbotron .h1,.jumbotron h1{color:inherit}.jumbotron p{margin-bottom:15px;font-size:21px;font-weight:200}.jumbotron>hr{border-top-color:#d5d5d5}.container .jumbotron,.container-fluid .jumbotron{border-radius:6px}.jumbotron .container{max-width:100%}@media screen and (min-width:768px){.jumbotron{padding-top:48px;padding-bottom:48px}.container .jumbotron,.container-fluid .jumbotron{padding-right:60px;padding-left:60px}.jumbotron .h1,.jumbotron h1{font-size:63px}}.thumbnail{display:block;padding:4px;margin-bottom:20px;line-height:1.42857143;background-color:#fff;border:1px solid #ddd;border-radius:4px;-webkit-transition:border .2s ease-in-out;-o-transition:border .2s ease-in-out;transition:border .2s ease-in-out}.thumbnail a>img,.thumbnail>img{margin-right:auto;margin-left:auto}a.thumbnail.active,a.thumbnail:focus,a.thumbnail:hover{border-color:#337ab7}.thumbnail .caption{padding:9px;color:#333}.alert{padding:15px;margin-bottom:20px;border:1px solid transparent;border-radius:4px}.alert h4{margin-top:0;color:inherit}.alert .alert-link{font-weight:700}.alert>p,.alert>ul{margin-bottom:0}.alert>p+p{margin-top:5px}.alert-dismissable,.alert-dismissible{padding-right:35px}.alert-dismissable .close,.alert-dismissible .close{position:relative;top:-2px;right:-21px;color:inherit}.alert-success{color:#3c763d;background-color:#dff0d8;border-color:#d6e9c6}.alert-success hr{border-top-color:#c9e2b3}.alert-success .alert-link{color:#2b542c}.alert-info{color:#31708f;background-color:#d9edf7;border-color:#bce8f1}.alert-info hr{border-top-color:#a6e1ec}.alert-info .alert-link{color:#245269}.alert-warning{color:#8a6d3b;background-color:#fcf8e3;border-color:#faebcc}.alert-warning hr{border-top-color:#f7e1b5}.alert-warning .alert-link{color:#66512c}.alert-danger{color:#a94442;background-color:#f2dede;border-color:#ebccd1}.alert-danger hr{border-top-color:#e4b9c0}.alert-danger .alert-link{color:#843534}@-webkit-keyframes progress-bar-stripes{from{background-position:40px 0}to{background-position:0 0}}@-o-keyframes progress-bar-stripes{from{background-position:40px 0}to{background-position:0 0}}@keyframes progress-bar-stripes{from{background-position:40px 0}to{background-position:0 0}}.progress{height:20px;margin-bottom:20px;overflow:hidden;background-color:#f5f5f5;border-radius:4px;-webkit-box-shadow:inset 0 1px 2px rgba(0,0,0,.1);box-shadow:inset 0 1px 2px rgba(0,0,0,.1)}.progress-bar{float:left;width:0;height:100%;font-size:12px;line-height:20px;color:#fff;text-align:center;background-color:#337ab7;-webkit-box-shadow:inset 0 -1px 0 rgba(0,0,0,.15);box-shadow:inset 0 -1px 0 rgba(0,0,0,.15);-webkit-transition:width .6s ease;-o-transition:width .6s ease;transition:width .6s ease}.progress-bar-striped,.progress-striped .progress-bar{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);-webkit-background-size:40px 40px;background-size:40px 40px}.progress-bar.active,.progress.active .progress-bar{-webkit-animation:progress-bar-stripes 2s linear infinite;-o-animation:progress-bar-stripes 2s linear infinite;animation:progress-bar-stripes 2s linear infinite}.progress-bar-success{background-color:#5cb85c}.progress-striped .progress-bar-success{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.progress-bar-info{background-color:#5bc0de}.progress-striped .progress-bar-info{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.progress-bar-warning{background-color:#f0ad4e}.progress-striped .progress-bar-warning{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.progress-bar-danger{background-color:#d9534f}.progress-striped .progress-bar-danger{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.media{margin-top:15px}.media:first-child{margin-top:0}.media,.media-body{overflow:hidden;zoom:1}.media-body{width:10000px}.media-object{display:block}.media-object.img-thumbnail{max-width:none}.media-right,.media>.pull-right{padding-left:10px}.media-left,.media>.pull-left{padding-right:10px}.media-body,.media-left,.media-right{display:table-cell;vertical-align:top}.media-middle{vertical-align:middle}.media-bottom{vertical-align:bottom}.media-heading{margin-top:0;margin-bottom:5px}.media-list{padding-left:0;list-style:none}.list-group{padding-left:0;margin-bottom:20px}.list-group-item{position:relative;display:block;padding:10px 15px;margin-bottom:-1px;background-color:#fff;border:1px solid #ddd}.list-group-item:first-child{border-top-left-radius:4px;border-top-right-radius:4px}.list-group-item:last-child{margin-bottom:0;border-bottom-right-radius:4px;border-bottom-left-radius:4px}a.list-group-item,button.list-group-item{color:#555}a.list-group-item .list-group-item-heading,button.list-group-item .list-group-item-heading{color:#333}a.list-group-item:focus,a.list-group-item:hover,button.list-group-item:focus,button.list-group-item:hover{color:#555;text-decoration:none;background-color:#f5f5f5}button.list-group-item{width:100%;text-align:left}.list-group-item.disabled,.list-group-item.disabled:focus,.list-group-item.disabled:hover{color:#777;cursor:not-allowed;background-color:#eee}.list-group-item.disabled .list-group-item-heading,.list-group-item.disabled:focus .list-group-item-heading,.list-group-item.disabled:hover .list-group-item-heading{color:inherit}.list-group-item.disabled .list-group-item-text,.list-group-item.disabled:focus .list-group-item-text,.list-group-item.disabled:hover .list-group-item-text{color:#777}.list-group-item.active,.list-group-item.active:focus,.list-group-item.active:hover{z-index:2;color:#fff;background-color:#337ab7;border-color:#337ab7}.list-group-item.active .list-group-item-heading,.list-group-item.active .list-group-item-heading>.small,.list-group-item.active .list-group-item-heading>small,.list-group-item.active:focus .list-group-item-heading,.list-group-item.active:focus .list-group-item-heading>.small,.list-group-item.active:focus .list-group-item-heading>small,.list-group-item.active:hover .list-group-item-heading,.list-group-item.active:hover .list-group-item-heading>.small,.list-group-item.active:hover .list-group-item-heading>small{color:inherit}.list-group-item.active .list-group-item-text,.list-group-item.active:focus .list-group-item-text,.list-group-item.active:hover .list-group-item-text{color:#c7ddef}.list-group-item-success{color:#3c763d;background-color:#dff0d8}a.list-group-item-success,button.list-group-item-success{color:#3c763d}a.list-group-item-success .list-group-item-heading,button.list-group-item-success .list-group-item-heading{color:inherit}a.list-group-item-success:focus,a.list-group-item-success:hover,button.list-group-item-success:focus,button.list-group-item-success:hover{color:#3c763d;background-color:#d0e9c6}a.list-group-item-success.active,a.list-group-item-success.active:focus,a.list-group-item-success.active:hover,button.list-group-item-success.active,button.list-group-item-success.active:focus,button.list-group-item-success.active:hover{color:#fff;background-color:#3c763d;border-color:#3c763d}.list-group-item-info{color:#31708f;background-color:#d9edf7}a.list-group-item-info,button.list-group-item-info{color:#31708f}a.list-group-item-info .list-group-item-heading,button.list-group-item-info .list-group-item-heading{color:inherit}a.list-group-item-info:focus,a.list-group-item-info:hover,button.list-group-item-info:focus,button.list-group-item-info:hover{color:#31708f;background-color:#c4e3f3}a.list-group-item-info.active,a.list-group-item-info.active:focus,a.list-group-item-info.active:hover,button.list-group-item-info.active,button.list-group-item-info.active:focus,button.list-group-item-info.active:hover{color:#fff;background-color:#31708f;border-color:#31708f}.list-group-item-warning{color:#8a6d3b;background-color:#fcf8e3}a.list-group-item-warning,button.list-group-item-warning{color:#8a6d3b}a.list-group-item-warning .list-group-item-heading,button.list-group-item-warning .list-group-item-heading{color:inherit}a.list-group-item-warning:focus,a.list-group-item-warning:hover,button.list-group-item-warning:focus,button.list-group-item-warning:hover{color:#8a6d3b;background-color:#faf2cc}a.list-group-item-warning.active,a.list-group-item-warning.active:focus,a.list-group-item-warning.active:hover,button.list-group-item-warning.active,button.list-group-item-warning.active:focus,button.list-group-item-warning.active:hover{color:#fff;background-color:#8a6d3b;border-color:#8a6d3b}.list-group-item-danger{color:#a94442;background-color:#f2dede}a.list-group-item-danger,button.list-group-item-danger{color:#a94442}a.list-group-item-danger .list-group-item-heading,button.list-group-item-danger .list-group-item-heading{color:inherit}a.list-group-item-danger:focus,a.list-group-item-danger:hover,button.list-group-item-danger:focus,button.list-group-item-danger:hover{color:#a94442;background-color:#ebcccc}a.list-group-item-danger.active,a.list-group-item-danger.active:focus,a.list-group-item-danger.active:hover,button.list-group-item-danger.active,button.list-group-item-danger.active:focus,button.list-group-item-danger.active:hover{color:#fff;background-color:#a94442;border-color:#a94442}.list-group-item-heading{margin-top:0;margin-bottom:5px}.list-group-item-text{margin-bottom:0;line-height:1.3}.panel{margin-bottom:20px;background-color:#fff;border:1px solid transparent;border-radius:4px;-webkit-box-shadow:0 1px 1px rgba(0,0,0,.05);box-shadow:0 1px 1px rgba(0,0,0,.05)}.panel-body{padding:15px}.panel-heading{padding:10px 15px;border-bottom:1px solid transparent;border-top-left-radius:3px;border-top-right-radius:3px}.panel-heading>.dropdown .dropdown-toggle{color:inherit}.panel-title{margin-top:0;margin-bottom:0;font-size:16px;color:inherit}.panel-title>.small,.panel-title>.small>a,.panel-title>a,.panel-title>small,.panel-title>small>a{color:inherit}.panel-footer{padding:10px 15px;background-color:#f5f5f5;border-top:1px solid #ddd;border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel>.list-group,.panel>.panel-collapse>.list-group{margin-bottom:0}.panel>.list-group .list-group-item,.panel>.panel-collapse>.list-group .list-group-item{border-width:1px 0;border-radius:0}.panel>.list-group:first-child .list-group-item:first-child,.panel>.panel-collapse>.list-group:first-child .list-group-item:first-child{border-top:0;border-top-left-radius:3px;border-top-right-radius:3px}.panel>.list-group:last-child .list-group-item:last-child,.panel>.panel-collapse>.list-group:last-child .list-group-item:last-child{border-bottom:0;border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel>.panel-heading+.panel-collapse>.list-group .list-group-item:first-child{border-top-left-radius:0;border-top-right-radius:0}.panel-heading+.list-group .list-group-item:first-child{border-top-width:0}.list-group+.panel-footer{border-top-width:0}.panel>.panel-collapse>.table,.panel>.table,.panel>.table-responsive>.table{margin-bottom:0}.panel>.panel-collapse>.table caption,.panel>.table caption,.panel>.table-responsive>.table caption{padding-right:15px;padding-left:15px}.panel>.table-responsive:first-child>.table:first-child,.panel>.table:first-child{border-top-left-radius:3px;border-top-right-radius:3px}.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child,.panel>.table:first-child>tbody:first-child>tr:first-child,.panel>.table:first-child>thead:first-child>tr:first-child{border-top-left-radius:3px;border-top-right-radius:3px}.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child td:first-child,.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child th:first-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child td:first-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child th:first-child,.panel>.table:first-child>tbody:first-child>tr:first-child td:first-child,.panel>.table:first-child>tbody:first-child>tr:first-child th:first-child,.panel>.table:first-child>thead:first-child>tr:first-child td:first-child,.panel>.table:first-child>thead:first-child>tr:first-child th:first-child{border-top-left-radius:3px}.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child td:last-child,.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child th:last-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child td:last-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child th:last-child,.panel>.table:first-child>tbody:first-child>tr:first-child td:last-child,.panel>.table:first-child>tbody:first-child>tr:first-child th:last-child,.panel>.table:first-child>thead:first-child>tr:first-child td:last-child,.panel>.table:first-child>thead:first-child>tr:first-child th:last-child{border-top-right-radius:3px}.panel>.table-responsive:last-child>.table:last-child,.panel>.table:last-child{border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child,.panel>.table:last-child>tbody:last-child>tr:last-child,.panel>.table:last-child>tfoot:last-child>tr:last-child{border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child td:first-child,.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child th:first-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child td:first-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child th:first-child,.panel>.table:last-child>tbody:last-child>tr:last-child td:first-child,.panel>.table:last-child>tbody:last-child>tr:last-child th:first-child,.panel>.table:last-child>tfoot:last-child>tr:last-child td:first-child,.panel>.table:last-child>tfoot:last-child>tr:last-child th:first-child{border-bottom-left-radius:3px}.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child td:last-child,.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child th:last-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child td:last-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child th:last-child,.panel>.table:last-child>tbody:last-child>tr:last-child td:last-child,.panel>.table:last-child>tbody:last-child>tr:last-child th:last-child,.panel>.table:last-child>tfoot:last-child>tr:last-child td:last-child,.panel>.table:last-child>tfoot:last-child>tr:last-child th:last-child{border-bottom-right-radius:3px}.panel>.panel-body+.table,.panel>.panel-body+.table-responsive,.panel>.table+.panel-body,.panel>.table-responsive+.panel-body{border-top:1px solid #ddd}.panel>.table>tbody:first-child>tr:first-child td,.panel>.table>tbody:first-child>tr:first-child th{border-top:0}.panel>.table-bordered,.panel>.table-responsive>.table-bordered{border:0}.panel>.table-bordered>tbody>tr>td:first-child,.panel>.table-bordered>tbody>tr>th:first-child,.panel>.table-bordered>tfoot>tr>td:first-child,.panel>.table-bordered>tfoot>tr>th:first-child,.panel>.table-bordered>thead>tr>td:first-child,.panel>.table-bordered>thead>tr>th:first-child,.panel>.table-responsive>.table-bordered>tbody>tr>td:first-child,.panel>.table-responsive>.table-bordered>tbody>tr>th:first-child,.panel>.table-responsive>.table-bordered>tfoot>tr>td:first-child,.panel>.table-responsive>.table-bordered>tfoot>tr>th:first-child,.panel>.table-responsive>.table-bordered>thead>tr>td:first-child,.panel>.table-responsive>.table-bordered>thead>tr>th:first-child{border-left:0}.panel>.table-bordered>tbody>tr>td:last-child,.panel>.table-bordered>tbody>tr>th:last-child,.panel>.table-bordered>tfoot>tr>td:last-child,.panel>.table-bordered>tfoot>tr>th:last-child,.panel>.table-bordered>thead>tr>td:last-child,.panel>.table-bordered>thead>tr>th:last-child,.panel>.table-responsive>.table-bordered>tbody>tr>td:last-child,.panel>.table-responsive>.table-bordered>tbody>tr>th:last-child,.panel>.table-responsive>.table-bordered>tfoot>tr>td:last-child,.panel>.table-responsive>.table-bordered>tfoot>tr>th:last-child,.panel>.table-responsive>.table-bordered>thead>tr>td:last-child,.panel>.table-responsive>.table-bordered>thead>tr>th:last-child{border-right:0}.panel>.table-bordered>tbody>tr:first-child>td,.panel>.table-bordered>tbody>tr:first-child>th,.panel>.table-bordered>thead>tr:first-child>td,.panel>.table-bordered>thead>tr:first-child>th,.panel>.table-responsive>.table-bordered>tbody>tr:first-child>td,.panel>.table-responsive>.table-bordered>tbody>tr:first-child>th,.panel>.table-responsive>.table-bordered>thead>tr:first-child>td,.panel>.table-responsive>.table-bordered>thead>tr:first-child>th{border-bottom:0}.panel>.table-bordered>tbody>tr:last-child>td,.panel>.table-bordered>tbody>tr:last-child>th,.panel>.table-bordered>tfoot>tr:last-child>td,.panel>.table-bordered>tfoot>tr:last-child>th,.panel>.table-responsive>.table-bordered>tbody>tr:last-child>td,.panel>.table-responsive>.table-bordered>tbody>tr:last-child>th,.panel>.table-responsive>.table-bordered>tfoot>tr:last-child>td,.panel>.table-responsive>.table-bordered>tfoot>tr:last-child>th{border-bottom:0}.panel>.table-responsive{margin-bottom:0;border:0}.panel-group{margin-bottom:20px}.panel-group .panel{margin-bottom:0;border-radius:4px}.panel-group .panel+.panel{margin-top:5px}.panel-group .panel-heading{border-bottom:0}.panel-group .panel-heading+.panel-collapse>.list-group,.panel-group .panel-heading+.panel-collapse>.panel-body{border-top:1px solid #ddd}.panel-group .panel-footer{border-top:0}.panel-group .panel-footer+.panel-collapse .panel-body{border-bottom:1px solid #ddd}.panel-default{border-color:#ddd}.panel-default>.panel-heading{color:#333;background-color:#f5f5f5;border-color:#ddd}.panel-default>.panel-heading+.panel-collapse>.panel-body{border-top-color:#ddd}.panel-default>.panel-heading .badge{color:#f5f5f5;background-color:#333}.panel-default>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#ddd}.panel-primary{border-color:#337ab7}.panel-primary>.panel-heading{color:#fff;background-color:#337ab7;border-color:#337ab7}.panel-primary>.panel-heading+.panel-collapse>.panel-body{border-top-color:#337ab7}.panel-primary>.panel-heading .badge{color:#337ab7;background-color:#fff}.panel-primary>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#337ab7}.panel-success{border-color:#d6e9c6}.panel-success>.panel-heading{color:#3c763d;background-color:#dff0d8;border-color:#d6e9c6}.panel-success>.panel-heading+.panel-collapse>.panel-body{border-top-color:#d6e9c6}.panel-success>.panel-heading .badge{color:#dff0d8;background-color:#3c763d}.panel-success>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#d6e9c6}.panel-info{border-color:#bce8f1}.panel-info>.panel-heading{color:#31708f;background-color:#d9edf7;border-color:#bce8f1}.panel-info>.panel-heading+.panel-collapse>.panel-body{border-top-color:#bce8f1}.panel-info>.panel-heading .badge{color:#d9edf7;background-color:#31708f}.panel-info>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#bce8f1}.panel-warning{border-color:#faebcc}.panel-warning>.panel-heading{color:#8a6d3b;background-color:#fcf8e3;border-color:#faebcc}.panel-warning>.panel-heading+.panel-collapse>.panel-body{border-top-color:#faebcc}.panel-warning>.panel-heading .badge{color:#fcf8e3;background-color:#8a6d3b}.panel-warning>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#faebcc}.panel-danger{border-color:#ebccd1}.panel-danger>.panel-heading{color:#a94442;background-color:#f2dede;border-color:#ebccd1}.panel-danger>.panel-heading+.panel-collapse>.panel-body{border-top-color:#ebccd1}.panel-danger>.panel-heading .badge{color:#f2dede;background-color:#a94442}.panel-danger>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#ebccd1}.embed-responsive{position:relative;display:block;height:0;padding:0;overflow:hidden}.embed-responsive .embed-responsive-item,.embed-responsive embed,.embed-responsive iframe,.embed-responsive object,.embed-responsive video{position:absolute;top:0;bottom:0;left:0;width:100%;height:100%;border:0}.embed-responsive-16by9{padding-bottom:56.25%}.embed-responsive-4by3{padding-bottom:75%}.well{min-height:20px;padding:19px;margin-bottom:20px;background-color:#f5f5f5;border:1px solid #e3e3e3;border-radius:4px;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.05);box-shadow:inset 0 1px 1px rgba(0,0,0,.05)}.well blockquote{border-color:#ddd;border-color:rgba(0,0,0,.15)}.well-lg{padding:24px;border-radius:6px}.well-sm{padding:9px;border-radius:3px}.close{float:right;font-size:21px;font-weight:700;line-height:1;color:#000;text-shadow:0 1px 0 #fff;filter:alpha(opacity=20);opacity:.2}.close:focus,.close:hover{color:#000;text-decoration:none;cursor:pointer;filter:alpha(opacity=50);opacity:.5}button.close{-webkit-appearance:none;padding:0;cursor:pointer;background:0 0;border:0}.modal-open{overflow:hidden}.modal{position:fixed;top:0;right:0;bottom:0;left:0;z-index:1050;display:none;overflow:hidden;-webkit-overflow-scrolling:touch;outline:0}.modal.fade .modal-dialog{-webkit-transition:-webkit-transform .3s ease-out;-o-transition:-o-transform .3s ease-out;transition:transform .3s ease-out;-webkit-transform:translate(0,-25%);-ms-transform:translate(0,-25%);-o-transform:translate(0,-25%);transform:translate(0,-25%)}.modal.in .modal-dialog{-webkit-transform:translate(0,0);-ms-transform:translate(0,0);-o-transform:translate(0,0);transform:translate(0,0)}.modal-open .modal{overflow-x:hidden;overflow-y:auto}.modal-dialog{position:relative;width:auto;margin:10px}.modal-content{position:relative;background-color:#fff;-webkit-background-clip:padding-box;background-clip:padding-box;border:1px solid #999;border:1px solid rgba(0,0,0,.2);border-radius:6px;outline:0;-webkit-box-shadow:0 3px 9px rgba(0,0,0,.5);box-shadow:0 3px 9px rgba(0,0,0,.5)}.modal-backdrop{position:fixed;top:0;right:0;bottom:0;left:0;z-index:1040;background-color:#000}.modal-backdrop.fade{filter:alpha(opacity=0);opacity:0}.modal-backdrop.in{filter:alpha(opacity=50);opacity:.5}.modal-header{min-height:16.43px;padding:15px;border-bottom:1px solid #e5e5e5}.modal-header .close{margin-top:-2px}.modal-title{margin:0;line-height:1.42857143}.modal-body{position:relative;padding:15px}.modal-footer{padding:15px;text-align:right;border-top:1px solid #e5e5e5}.modal-footer .btn+.btn{margin-bottom:0;margin-left:5px}.modal-footer .btn-group .btn+.btn{margin-left:-1px}.modal-footer .btn-block+.btn-block{margin-left:0}.modal-scrollbar-measure{position:absolute;top:-9999px;width:50px;height:50px;overflow:scroll}@media (min-width:768px){.modal-dialog{width:600px;margin:30px auto}.modal-content{-webkit-box-shadow:0 5px 15px rgba(0,0,0,.5);box-shadow:0 5px 15px rgba(0,0,0,.5)}.modal-sm{width:300px}}@media (min-width:992px){.modal-lg{width:900px}}.tooltip{position:absolute;z-index:1070;display:block;font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-size:12px;font-style:normal;font-weight:400;line-height:1.42857143;text-align:left;text-align:start;text-decoration:none;text-shadow:none;text-transform:none;letter-spacing:normal;word-break:normal;word-spacing:normal;word-wrap:normal;white-space:normal;filter:alpha(opacity=0);opacity:0;line-break:auto}.tooltip.in{filter:alpha(opacity=90);opacity:.9}.tooltip.top{padding:5px 0;margin-top:-3px}.tooltip.right{padding:0 5px;margin-left:3px}.tooltip.bottom{padding:5px 0;margin-top:3px}.tooltip.left{padding:0 5px;margin-left:-3px}.tooltip-inner{max-width:200px;padding:3px 8px;color:#fff;text-align:center;background-color:#000;border-radius:4px}.tooltip-arrow{position:absolute;width:0;height:0;border-color:transparent;border-style:solid}.tooltip.top .tooltip-arrow{bottom:0;left:50%;margin-left:-5px;border-width:5px 5px 0;border-top-color:#000}.tooltip.top-left .tooltip-arrow{right:5px;bottom:0;margin-bottom:-5px;border-width:5px 5px 0;border-top-color:#000}.tooltip.top-right .tooltip-arrow{bottom:0;left:5px;margin-bottom:-5px;border-width:5px 5px 0;border-top-color:#000}.tooltip.right .tooltip-arrow{top:50%;left:0;margin-top:-5px;border-width:5px 5px 5px 0;border-right-color:#000}.tooltip.left .tooltip-arrow{top:50%;right:0;margin-top:-5px;border-width:5px 0 5px 5px;border-left-color:#000}.tooltip.bottom .tooltip-arrow{top:0;left:50%;margin-left:-5px;border-width:0 5px 5px;border-bottom-color:#000}.tooltip.bottom-left .tooltip-arrow{top:0;right:5px;margin-top:-5px;border-width:0 5px 5px;border-bottom-color:#000}.tooltip.bottom-right .tooltip-arrow{top:0;left:5px;margin-top:-5px;border-width:0 5px 5px;border-bottom-color:#000}.popover{position:absolute;top:0;left:0;z-index:1060;display:none;max-width:276px;padding:1px;font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-size:14px;font-style:normal;font-weight:400;line-height:1.42857143;text-align:left;text-align:start;text-decoration:none;text-shadow:none;text-transform:none;letter-spacing:normal;word-break:normal;word-spacing:normal;word-wrap:normal;white-space:normal;background-color:#fff;-webkit-background-clip:padding-box;background-clip:padding-box;border:1px solid #ccc;border:1px solid rgba(0,0,0,.2);border-radius:6px;-webkit-box-shadow:0 5px 10px rgba(0,0,0,.2);box-shadow:0 5px 10px rgba(0,0,0,.2);line-break:auto}.popover.top{margin-top:-10px}.popover.right{margin-left:10px}.popover.bottom{margin-top:10px}.popover.left{margin-left:-10px}.popover-title{padding:8px 14px;margin:0;font-size:14px;background-color:#f7f7f7;border-bottom:1px solid #ebebeb;border-radius:5px 5px 0 0}.popover-content{padding:9px 14px}.popover>.arrow,.popover>.arrow:after{position:absolute;display:block;width:0;height:0;border-color:transparent;border-style:solid}.popover>.arrow{border-width:11px}.popover>.arrow:after{content:"";border-width:10px}.popover.top>.arrow{bottom:-11px;left:50%;margin-left:-11px;border-top-color:#999;border-top-color:rgba(0,0,0,.25);border-bottom-width:0}.popover.top>.arrow:after{bottom:1px;margin-left:-10px;content:" ";border-top-color:#fff;border-bottom-width:0}.popover.right>.arrow{top:50%;left:-11px;margin-top:-11px;border-right-color:#999;border-right-color:rgba(0,0,0,.25);border-left-width:0}.popover.right>.arrow:after{bottom:-10px;left:1px;content:" ";border-right-color:#fff;border-left-width:0}.popover.bottom>.arrow{top:-11px;left:50%;margin-left:-11px;border-top-width:0;border-bottom-color:#999;border-bottom-color:rgba(0,0,0,.25)}.popover.bottom>.arrow:after{top:1px;margin-left:-10px;content:" ";border-top-width:0;border-bottom-color:#fff}.popover.left>.arrow{top:50%;right:-11px;margin-top:-11px;border-right-width:0;border-left-color:#999;border-left-color:rgba(0,0,0,.25)}.popover.left>.arrow:after{right:1px;bottom:-10px;content:" ";border-right-width:0;border-left-color:#fff}.carousel{position:relative}.carousel-inner{position:relative;width:100%;overflow:hidden}.carousel-inner>.item{position:relative;display:none;-webkit-transition:.6s ease-in-out left;-o-transition:.6s ease-in-out left;transition:.6s ease-in-out left}.carousel-inner>.item>a>img,.carousel-inner>.item>img{line-height:1}@media all and (transform-3d),(-webkit-transform-3d){.carousel-inner>.item{-webkit-transition:-webkit-transform .6s ease-in-out;-o-transition:-o-transform .6s ease-in-out;transition:transform .6s ease-in-out;-webkit-backface-visibility:hidden;backface-visibility:hidden;-webkit-perspective:1000px;perspective:1000px}.carousel-inner>.item.active.right,.carousel-inner>.item.next{left:0;-webkit-transform:translate3d(100%,0,0);transform:translate3d(100%,0,0)}.carousel-inner>.item.active.left,.carousel-inner>.item.prev{left:0;-webkit-transform:translate3d(-100%,0,0);transform:translate3d(-100%,0,0)}.carousel-inner>.item.active,.carousel-inner>.item.next.left,.carousel-inner>.item.prev.right{left:0;-webkit-transform:translate3d(0,0,0);transform:translate3d(0,0,0)}}.carousel-inner>.active,.carousel-inner>.next,.carousel-inner>.prev{display:block}.carousel-inner>.active{left:0}.carousel-inner>.next,.carousel-inner>.prev{position:absolute;top:0;width:100%}.carousel-inner>.next{left:100%}.carousel-inner>.prev{left:-100%}.carousel-inner>.next.left,.carousel-inner>.prev.right{left:0}.carousel-inner>.active.left{left:-100%}.carousel-inner>.active.right{left:100%}.carousel-control{position:absolute;top:0;bottom:0;left:0;width:15%;font-size:20px;color:#fff;text-align:center;text-shadow:0 1px 2px rgba(0,0,0,.6);filter:alpha(opacity=50);opacity:.5}.carousel-control.left{background-image:-webkit-linear-gradient(left,rgba(0,0,0,.5) 0,rgba(0,0,0,.0001) 100%);background-image:-o-linear-gradient(left,rgba(0,0,0,.5) 0,rgba(0,0,0,.0001) 100%);background-image:-webkit-gradient(linear,left top,right top,from(rgba(0,0,0,.5)),to(rgba(0,0,0,.0001)));background-image:linear-gradient(to right,rgba(0,0,0,.5) 0,rgba(0,0,0,.0001) 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);background-repeat:repeat-x}.carousel-control.right{right:0;left:auto;background-image:-webkit-linear-gradient(left,rgba(0,0,0,.0001) 0,rgba(0,0,0,.5) 100%);background-image:-o-linear-gradient(left,rgba(0,0,0,.0001) 0,rgba(0,0,0,.5) 100%);background-image:-webkit-gradient(linear,left top,right top,from(rgba(0,0,0,.0001)),to(rgba(0,0,0,.5)));background-image:linear-gradient(to right,rgba(0,0,0,.0001) 0,rgba(0,0,0,.5) 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);background-repeat:repeat-x}.carousel-control:focus,.carousel-control:hover{color:#fff;text-decoration:none;filter:alpha(opacity=90);outline:0;opacity:.9}.carousel-control .glyphicon-chevron-left,.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next,.carousel-control .icon-prev{position:absolute;top:50%;z-index:5;display:inline-block;margin-top:-10px}.carousel-control .glyphicon-chevron-left,.carousel-control .icon-prev{left:50%;margin-left:-10px}.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next{right:50%;margin-right:-10px}.carousel-control .icon-next,.carousel-control .icon-prev{width:20px;height:20px;font-family:serif;line-height:1}.carousel-control .icon-prev:before{content:'\2039'}.carousel-control .icon-next:before{content:'\203a'}.carousel-indicators{position:absolute;bottom:10px;left:50%;z-index:15;width:60%;padding-left:0;margin-left:-30%;text-align:center;list-style:none}.carousel-indicators li{display:inline-block;width:10px;height:10px;margin:1px;text-indent:-999px;cursor:pointer;background-color:#000\9;background-color:rgba(0,0,0,0);border:1px solid #fff;border-radius:10px}.carousel-indicators .active{width:12px;height:12px;margin:0;background-color:#fff}.carousel-caption{position:absolute;right:15%;bottom:20px;left:15%;z-index:10;padding-top:20px;padding-bottom:20px;color:#fff;text-align:center;text-shadow:0 1px 2px rgba(0,0,0,.6)}.carousel-caption .btn{text-shadow:none}@media screen and (min-width:768px){.carousel-control .glyphicon-chevron-left,.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next,.carousel-control .icon-prev{width:30px;height:30px;margin-top:-15px;font-size:30px}.carousel-control .glyphicon-chevron-left,.carousel-control .icon-prev{margin-left:-15px}.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next{margin-right:-15px}.carousel-caption{right:20%;left:20%;padding-bottom:30px}.carousel-indicators{bottom:20px}}.btn-group-vertical>.btn-group:after,.btn-group-vertical>.btn-group:before,.btn-toolbar:after,.btn-toolbar:before,.clearfix:after,.clearfix:before,.container-fluid:after,.container-fluid:before,.container:after,.container:before,.dl-horizontal dd:after,.dl-horizontal dd:before,.form-horizontal .form-group:after,.form-horizontal .form-group:before,.modal-footer:after,.modal-footer:before,.nav:after,.nav:before,.navbar-collapse:after,.navbar-collapse:before,.navbar-header:after,.navbar-header:before,.navbar:after,.navbar:before,.pager:after,.pager:before,.panel-body:after,.panel-body:before,.row:after,.row:before{display:table;content:" "}.btn-group-vertical>.btn-group:after,.btn-toolbar:after,.clearfix:after,.container-fluid:after,.container:after,.dl-horizontal dd:after,.form-horizontal .form-group:after,.modal-footer:after,.nav:after,.navbar-collapse:after,.navbar-header:after,.navbar:after,.pager:after,.panel-body:after,.row:after{clear:both}.center-block{display:block;margin-right:auto;margin-left:auto}.pull-right{float:right!important}.pull-left{float:left!important}.hide{display:none!important}.show{display:block!important}.invisible{visibility:hidden}.text-hide{font:0/0 a;color:transparent;text-shadow:none;background-color:transparent;border:0}.hidden{display:none!important}.affix{position:fixed}@-ms-viewport{width:device-width}.visible-lg,.visible-md,.visible-sm,.visible-xs{display:none!important}.visible-lg-block,.visible-lg-inline,.visible-lg-inline-block,.visible-md-block,.visible-md-inline,.visible-md-inline-block,.visible-sm-block,.visible-sm-inline,.visible-sm-inline-block,.visible-xs-block,.visible-xs-inline,.visible-xs-inline-block{display:none!important}@media (max-width:767px){.visible-xs{display:block!important}table.visible-xs{display:table!important}tr.visible-xs{display:table-row!important}td.visible-xs,th.visible-xs{display:table-cell!important}}@media (max-width:767px){.visible-xs-block{display:block!important}}@media (max-width:767px){.visible-xs-inline{display:inline!important}}@media (max-width:767px){.visible-xs-inline-block{display:inline-block!important}}@media (min-width:768px) and (max-width:991px){.visible-sm{display:block!important}table.visible-sm{display:table!important}tr.visible-sm{display:table-row!important}td.visible-sm,th.visible-sm{display:table-cell!important}}@media (min-width:768px) and (max-width:991px){.visible-sm-block{display:block!important}}@media (min-width:768px) and (max-width:991px){.visible-sm-inline{display:inline!important}}@media (min-width:768px) and (max-width:991px){.visible-sm-inline-block{display:inline-block!important}}@media (min-width:992px) and (max-width:1199px){.visible-md{display:block!important}table.visible-md{display:table!important}tr.visible-md{display:table-row!important}td.visible-md,th.visible-md{display:table-cell!important}}@media (min-width:992px) and (max-width:1199px){.visible-md-block{display:block!important}}@media (min-width:992px) and (max-width:1199px){.visible-md-inline{display:inline!important}}@media (min-width:992px) and (max-width:1199px){.visible-md-inline-block{display:inline-block!important}}@media (min-width:1200px){.visible-lg{display:block!important}table.visible-lg{display:table!important}tr.visible-lg{display:table-row!important}td.visible-lg,th.visible-lg{display:table-cell!important}}@media (min-width:1200px){.visible-lg-block{display:block!important}}@media (min-width:1200px){.visible-lg-inline{display:inline!important}}@media (min-width:1200px){.visible-lg-inline-block{display:inline-block!important}}@media (max-width:767px){.hidden-xs{display:none!important}}@media (min-width:768px) and (max-width:991px){.hidden-sm{display:none!important}}@media (min-width:992px) and (max-width:1199px){.hidden-md{display:none!important}}@media (min-width:1200px){.hidden-lg{display:none!important}}.visible-print{display:none!important}@media print{.visible-print{display:block!important}table.visible-print{display:table!important}tr.visible-print{display:table-row!important}td.visible-print,th.visible-print{display:table-cell!important}}.visible-print-block{display:none!important}@media print{.visible-print-block{display:block!important}}.visible-print-inline{display:none!important}@media print{.visible-print-inline{display:inline!important}}.visible-print-inline-block{display:none!important}@media print{.visible-print-inline-block{display:inline-block!important}}@media print{.hidden-print{display:none!important}}
+</style>
+<script>/*!
+ * Bootstrap v3.3.5 (http://getbootstrap.com)
+ * Copyright 2011-2015 Twitter, Inc.
+ * Licensed under the MIT license
+ */
+if("undefined"==typeof jQuery)throw new Error("Bootstrap's JavaScript requires jQuery");+function(a){"use strict";var b=a.fn.jquery.split(" ")[0].split(".");if(b[0]<2&&b[1]<9||1==b[0]&&9==b[1]&&b[2]<1)throw new Error("Bootstrap's JavaScript requires jQuery version 1.9.1 or higher")}(jQuery),+function(a){"use strict";function b(){var a=document.createElement("bootstrap"),b={WebkitTransition:"webkitTransitionEnd",MozTransition:"transitionend",OTransition:"oTransitionEnd otransitionend",transition:"transitionend"};for(var c in b)if(void 0!==a.style[c])return{end:b[c]};return!1}a.fn.emulateTransitionEnd=function(b){var c=!1,d=this;a(this).one("bsTransitionEnd",function(){c=!0});var e=function(){c||a(d).trigger(a.support.transition.end)};return setTimeout(e,b),this},a(function(){a.support.transition=b(),a.support.transition&&(a.event.special.bsTransitionEnd={bindType:a.support.transition.end,delegateType:a.support.transition.end,handle:function(b){return a(b.target).is(this)?b.handleObj.handler.apply(this,arguments):void 0}})})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var c=a(this),e=c.data("bs.alert");e||c.data("bs.alert",e=new d(this)),"string"==typeof b&&e[b].call(c)})}var c='[data-dismiss="alert"]',d=function(b){a(b).on("click",c,this.close)};d.VERSION="3.3.5",d.TRANSITION_DURATION=150,d.prototype.close=function(b){function c(){g.detach().trigger("closed.bs.alert").remove()}var e=a(this),f=e.attr("data-target");f||(f=e.attr("href"),f=f&&f.replace(/.*(?=#[^\s]*$)/,""));var g=a(f);b&&b.preventDefault(),g.length||(g=e.closest(".alert")),g.trigger(b=a.Event("close.bs.alert")),b.isDefaultPrevented()||(g.removeClass("in"),a.support.transition&&g.hasClass("fade")?g.one("bsTransitionEnd",c).emulateTransitionEnd(d.TRANSITION_DURATION):c())};var e=a.fn.alert;a.fn.alert=b,a.fn.alert.Constructor=d,a.fn.alert.noConflict=function(){return a.fn.alert=e,this},a(document).on("click.bs.alert.data-api",c,d.prototype.close)}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.button"),f="object"==typeof b&&b;e||d.data("bs.button",e=new c(this,f)),"toggle"==b?e.toggle():b&&e.setState(b)})}var c=function(b,d){this.$element=a(b),this.options=a.extend({},c.DEFAULTS,d),this.isLoading=!1};c.VERSION="3.3.5",c.DEFAULTS={loadingText:"loading..."},c.prototype.setState=function(b){var c="disabled",d=this.$element,e=d.is("input")?"val":"html",f=d.data();b+="Text",null==f.resetText&&d.data("resetText",d[e]()),setTimeout(a.proxy(function(){d[e](null==f[b]?this.options[b]:f[b]),"loadingText"==b?(this.isLoading=!0,d.addClass(c).attr(c,c)):this.isLoading&&(this.isLoading=!1,d.removeClass(c).removeAttr(c))},this),0)},c.prototype.toggle=function(){var a=!0,b=this.$element.closest('[data-toggle="buttons"]');if(b.length){var c=this.$element.find("input");"radio"==c.prop("type")?(c.prop("checked")&&(a=!1),b.find(".active").removeClass("active"),this.$element.addClass("active")):"checkbox"==c.prop("type")&&(c.prop("checked")!==this.$element.hasClass("active")&&(a=!1),this.$element.toggleClass("active")),c.prop("checked",this.$element.hasClass("active")),a&&c.trigger("change")}else this.$element.attr("aria-pressed",!this.$element.hasClass("active")),this.$element.toggleClass("active")};var d=a.fn.button;a.fn.button=b,a.fn.button.Constructor=c,a.fn.button.noConflict=function(){return a.fn.button=d,this},a(document).on("click.bs.button.data-api",'[data-toggle^="button"]',function(c){var d=a(c.target);d.hasClass("btn")||(d=d.closest(".btn")),b.call(d,"toggle"),a(c.target).is('input[type="radio"]')||a(c.target).is('input[type="checkbox"]')||c.preventDefault()}).on("focus.bs.button.data-api blur.bs.button.data-api",'[data-toggle^="button"]',function(b){a(b.target).closest(".btn").toggleClass("focus",/^focus(in)?$/.test(b.type))})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.carousel"),f=a.extend({},c.DEFAULTS,d.data(),"object"==typeof b&&b),g="string"==typeof b?b:f.slide;e||d.data("bs.carousel",e=new c(this,f)),"number"==typeof b?e.to(b):g?e[g]():f.interval&&e.pause().cycle()})}var c=function(b,c){this.$element=a(b),this.$indicators=this.$element.find(".carousel-indicators"),this.options=c,this.paused=null,this.sliding=null,this.interval=null,this.$active=null,this.$items=null,this.options.keyboard&&this.$element.on("keydown.bs.carousel",a.proxy(this.keydown,this)),"hover"==this.options.pause&&!("ontouchstart"in document.documentElement)&&this.$element.on("mouseenter.bs.carousel",a.proxy(this.pause,this)).on("mouseleave.bs.carousel",a.proxy(this.cycle,this))};c.VERSION="3.3.5",c.TRANSITION_DURATION=600,c.DEFAULTS={interval:5e3,pause:"hover",wrap:!0,keyboard:!0},c.prototype.keydown=function(a){if(!/input|textarea/i.test(a.target.tagName)){switch(a.which){case 37:this.prev();break;case 39:this.next();break;default:return}a.preventDefault()}},c.prototype.cycle=function(b){return b||(this.paused=!1),this.interval&&clearInterval(this.interval),this.options.interval&&!this.paused&&(this.interval=setInterval(a.proxy(this.next,this),this.options.interval)),this},c.prototype.getItemIndex=function(a){return this.$items=a.parent().children(".item"),this.$items.index(a||this.$active)},c.prototype.getItemForDirection=function(a,b){var c=this.getItemIndex(b),d="prev"==a&&0===c||"next"==a&&c==this.$items.length-1;if(d&&!this.options.wrap)return b;var e="prev"==a?-1:1,f=(c+e)%this.$items.length;return this.$items.eq(f)},c.prototype.to=function(a){var b=this,c=this.getItemIndex(this.$active=this.$element.find(".item.active"));return a>this.$items.length-1||0>a?void 0:this.sliding?this.$element.one("slid.bs.carousel",function(){b.to(a)}):c==a?this.pause().cycle():this.slide(a>c?"next":"prev",this.$items.eq(a))},c.prototype.pause=function(b){return b||(this.paused=!0),this.$element.find(".next, .prev").length&&a.support.transition&&(this.$element.trigger(a.support.transition.end),this.cycle(!0)),this.interval=clearInterval(this.interval),this},c.prototype.next=function(){return this.sliding?void 0:this.slide("next")},c.prototype.prev=function(){return this.sliding?void 0:this.slide("prev")},c.prototype.slide=function(b,d){var e=this.$element.find(".item.active"),f=d||this.getItemForDirection(b,e),g=this.interval,h="next"==b?"left":"right",i=this;if(f.hasClass("active"))return this.sliding=!1;var j=f[0],k=a.Event("slide.bs.carousel",{relatedTarget:j,direction:h});if(this.$element.trigger(k),!k.isDefaultPrevented()){if(this.sliding=!0,g&&this.pause(),this.$indicators.length){this.$indicators.find(".active").removeClass("active");var l=a(this.$indicators.children()[this.getItemIndex(f)]);l&&l.addClass("active")}var m=a.Event("slid.bs.carousel",{relatedTarget:j,direction:h});return a.support.transition&&this.$element.hasClass("slide")?(f.addClass(b),f[0].offsetWidth,e.addClass(h),f.addClass(h),e.one("bsTransitionEnd",function(){f.removeClass([b,h].join(" ")).addClass("active"),e.removeClass(["active",h].join(" ")),i.sliding=!1,setTimeout(function(){i.$element.trigger(m)},0)}).emulateTransitionEnd(c.TRANSITION_DURATION)):(e.removeClass("active"),f.addClass("active"),this.sliding=!1,this.$element.trigger(m)),g&&this.cycle(),this}};var d=a.fn.carousel;a.fn.carousel=b,a.fn.carousel.Constructor=c,a.fn.carousel.noConflict=function(){return a.fn.carousel=d,this};var e=function(c){var d,e=a(this),f=a(e.attr("data-target")||(d=e.attr("href"))&&d.replace(/.*(?=#[^\s]+$)/,""));if(f.hasClass("carousel")){var g=a.extend({},f.data(),e.data()),h=e.attr("data-slide-to");h&&(g.interval=!1),b.call(f,g),h&&f.data("bs.carousel").to(h),c.preventDefault()}};a(document).on("click.bs.carousel.data-api","[data-slide]",e).on("click.bs.carousel.data-api","[data-slide-to]",e),a(window).on("load",function(){a('[data-ride="carousel"]').each(function(){var c=a(this);b.call(c,c.data())})})}(jQuery),+function(a){"use strict";function b(b){var c,d=b.attr("data-target")||(c=b.attr("href"))&&c.replace(/.*(?=#[^\s]+$)/,"");return a(d)}function c(b){return this.each(function(){var c=a(this),e=c.data("bs.collapse"),f=a.extend({},d.DEFAULTS,c.data(),"object"==typeof b&&b);!e&&f.toggle&&/show|hide/.test(b)&&(f.toggle=!1),e||c.data("bs.collapse",e=new d(this,f)),"string"==typeof b&&e[b]()})}var d=function(b,c){this.$element=a(b),this.options=a.extend({},d.DEFAULTS,c),this.$trigger=a('[data-toggle="collapse"][href="#'+b.id+'"],[data-toggle="collapse"][data-target="#'+b.id+'"]'),this.transitioning=null,this.options.parent?this.$parent=this.getParent():this.addAriaAndCollapsedClass(this.$element,this.$trigger),this.options.toggle&&this.toggle()};d.VERSION="3.3.5",d.TRANSITION_DURATION=350,d.DEFAULTS={toggle:!0},d.prototype.dimension=function(){var a=this.$element.hasClass("width");return a?"width":"height"},d.prototype.show=function(){if(!this.transitioning&&!this.$element.hasClass("in")){var b,e=this.$parent&&this.$parent.children(".panel").children(".in, .collapsing");if(!(e&&e.length&&(b=e.data("bs.collapse"),b&&b.transitioning))){var f=a.Event("show.bs.collapse");if(this.$element.trigger(f),!f.isDefaultPrevented()){e&&e.length&&(c.call(e,"hide"),b||e.data("bs.collapse",null));var g=this.dimension();this.$element.removeClass("collapse").addClass("collapsing")[g](0).attr("aria-expanded",!0),this.$trigger.removeClass("collapsed").attr("aria-expanded",!0),this.transitioning=1;var h=function(){this.$element.removeClass("collapsing").addClass("collapse in")[g](""),this.transitioning=0,this.$element.trigger("shown.bs.collapse")};if(!a.support.transition)return h.call(this);var i=a.camelCase(["scroll",g].join("-"));this.$element.one("bsTransitionEnd",a.proxy(h,this)).emulateTransitionEnd(d.TRANSITION_DURATION)[g](this.$element[0][i])}}}},d.prototype.hide=function(){if(!this.transitioning&&this.$element.hasClass("in")){var b=a.Event("hide.bs.collapse");if(this.$element.trigger(b),!b.isDefaultPrevented()){var c=this.dimension();this.$element[c](this.$element[c]())[0].offsetHeight,this.$element.addClass("collapsing").removeClass("collapse in").attr("aria-expanded",!1),this.$trigger.addClass("collapsed").attr("aria-expanded",!1),this.transitioning=1;var e=function(){this.transitioning=0,this.$element.removeClass("collapsing").addClass("collapse").trigger("hidden.bs.collapse")};return a.support.transition?void this.$element[c](0).one("bsTransitionEnd",a.proxy(e,this)).emulateTransitionEnd(d.TRANSITION_DURATION):e.call(this)}}},d.prototype.toggle=function(){this[this.$element.hasClass("in")?"hide":"show"]()},d.prototype.getParent=function(){return a(this.options.parent).find('[data-toggle="collapse"][data-parent="'+this.options.parent+'"]').each(a.proxy(function(c,d){var e=a(d);this.addAriaAndCollapsedClass(b(e),e)},this)).end()},d.prototype.addAriaAndCollapsedClass=function(a,b){var c=a.hasClass("in");a.attr("aria-expanded",c),b.toggleClass("collapsed",!c).attr("aria-expanded",c)};var e=a.fn.collapse;a.fn.collapse=c,a.fn.collapse.Constructor=d,a.fn.collapse.noConflict=function(){return a.fn.collapse=e,this},a(document).on("click.bs.collapse.data-api",'[data-toggle="collapse"]',function(d){var e=a(this);e.attr("data-target")||d.preventDefault();var f=b(e),g=f.data("bs.collapse"),h=g?"toggle":e.data();c.call(f,h)})}(jQuery),+function(a){"use strict";function b(b){var c=b.attr("data-target");c||(c=b.attr("href"),c=c&&/#[A-Za-z]/.test(c)&&c.replace(/.*(?=#[^\s]*$)/,""));var d=c&&a(c);return d&&d.length?d:b.parent()}function c(c){c&&3===c.which||(a(e).remove(),a(f).each(function(){var d=a(this),e=b(d),f={relatedTarget:this};e.hasClass("open")&&(c&&"click"==c.type&&/input|textarea/i.test(c.target.tagName)&&a.contains(e[0],c.target)||(e.trigger(c=a.Event("hide.bs.dropdown",f)),c.isDefaultPrevented()||(d.attr("aria-expanded","false"),e.removeClass("open").trigger("hidden.bs.dropdown",f))))}))}function d(b){return this.each(function(){var c=a(this),d=c.data("bs.dropdown");d||c.data("bs.dropdown",d=new g(this)),"string"==typeof b&&d[b].call(c)})}var e=".dropdown-backdrop",f='[data-toggle="dropdown"]',g=function(b){a(b).on("click.bs.dropdown",this.toggle)};g.VERSION="3.3.5",g.prototype.toggle=function(d){var e=a(this);if(!e.is(".disabled, :disabled")){var f=b(e),g=f.hasClass("open");if(c(),!g){"ontouchstart"in document.documentElement&&!f.closest(".navbar-nav").length&&a(document.createElement("div")).addClass("dropdown-backdrop").insertAfter(a(this)).on("click",c);var h={relatedTarget:this};if(f.trigger(d=a.Event("show.bs.dropdown",h)),d.isDefaultPrevented())return;e.trigger("focus").attr("aria-expanded","true"),f.toggleClass("open").trigger("shown.bs.dropdown",h)}return!1}},g.prototype.keydown=function(c){if(/(38|40|27|32)/.test(c.which)&&!/input|textarea/i.test(c.target.tagName)){var d=a(this);if(c.preventDefault(),c.stopPropagation(),!d.is(".disabled, :disabled")){var e=b(d),g=e.hasClass("open");if(!g&&27!=c.which||g&&27==c.which)return 27==c.which&&e.find(f).trigger("focus"),d.trigger("click");var h=" li:not(.disabled):visible a",i=e.find(".dropdown-menu"+h);if(i.length){var j=i.index(c.target);38==c.which&&j>0&&j--,40==c.which&&j<i.length-1&&j++,~j||(j=0),i.eq(j).trigger("focus")}}}};var h=a.fn.dropdown;a.fn.dropdown=d,a.fn.dropdown.Constructor=g,a.fn.dropdown.noConflict=function(){return a.fn.dropdown=h,this},a(document).on("click.bs.dropdown.data-api",c).on("click.bs.dropdown.data-api",".dropdown form",function(a){a.stopPropagation()}).on("click.bs.dropdown.data-api",f,g.prototype.toggle).on("keydown.bs.dropdown.data-api",f,g.prototype.keydown).on("keydown.bs.dropdown.data-api",".dropdown-menu",g.prototype.keydown)}(jQuery),+function(a){"use strict";function b(b,d){return this.each(function(){var e=a(this),f=e.data("bs.modal"),g=a.extend({},c.DEFAULTS,e.data(),"object"==typeof b&&b);f||e.data("bs.modal",f=new c(this,g)),"string"==typeof b?f[b](d):g.show&&f.show(d)})}var c=function(b,c){this.options=c,this.$body=a(document.body),this.$element=a(b),this.$dialog=this.$element.find(".modal-dialog"),this.$backdrop=null,this.isShown=null,this.originalBodyPad=null,this.scrollbarWidth=0,this.ignoreBackdropClick=!1,this.options.remote&&this.$element.find(".modal-content").load(this.options.remote,a.proxy(function(){this.$element.trigger("loaded.bs.modal")},this))};c.VERSION="3.3.5",c.TRANSITION_DURATION=300,c.BACKDROP_TRANSITION_DURATION=150,c.DEFAULTS={backdrop:!0,keyboard:!0,show:!0},c.prototype.toggle=function(a){return this.isShown?this.hide():this.show(a)},c.prototype.show=function(b){var d=this,e=a.Event("show.bs.modal",{relatedTarget:b});this.$element.trigger(e),this.isShown||e.isDefaultPrevented()||(this.isShown=!0,this.checkScrollbar(),this.setScrollbar(),this.$body.addClass("modal-open"),this.escape(),this.resize(),this.$element.on("click.dismiss.bs.modal",'[data-dismiss="modal"]',a.proxy(this.hide,this)),this.$dialog.on("mousedown.dismiss.bs.modal",function(){d.$element.one("mouseup.dismiss.bs.modal",function(b){a(b.target).is(d.$element)&&(d.ignoreBackdropClick=!0)})}),this.backdrop(function(){var e=a.support.transition&&d.$element.hasClass("fade");d.$element.parent().length||d.$element.appendTo(d.$body),d.$element.show().scrollTop(0),d.adjustDialog(),e&&d.$element[0].offsetWidth,d.$element.addClass("in"),d.enforceFocus();var f=a.Event("shown.bs.modal",{relatedTarget:b});e?d.$dialog.one("bsTransitionEnd",function(){d.$element.trigger("focus").trigger(f)}).emulateTransitionEnd(c.TRANSITION_DURATION):d.$element.trigger("focus").trigger(f)}))},c.prototype.hide=function(b){b&&b.preventDefault(),b=a.Event("hide.bs.modal"),this.$element.trigger(b),this.isShown&&!b.isDefaultPrevented()&&(this.isShown=!1,this.escape(),this.resize(),a(document).off("focusin.bs.modal"),this.$element.removeClass("in").off("click.dismiss.bs.modal").off("mouseup.dismiss.bs.modal"),this.$dialog.off("mousedown.dismiss.bs.modal"),a.support.transition&&this.$element.hasClass("fade")?this.$element.one("bsTransitionEnd",a.proxy(this.hideModal,this)).emulateTransitionEnd(c.TRANSITION_DURATION):this.hideModal())},c.prototype.enforceFocus=function(){a(document).off("focusin.bs.modal").on("focusin.bs.modal",a.proxy(function(a){this.$element[0]===a.target||this.$element.has(a.target).length||this.$element.trigger("focus")},this))},c.prototype.escape=function(){this.isShown&&this.options.keyboard?this.$element.on("keydown.dismiss.bs.modal",a.proxy(function(a){27==a.which&&this.hide()},this)):this.isShown||this.$element.off("keydown.dismiss.bs.modal")},c.prototype.resize=function(){this.isShown?a(window).on("resize.bs.modal",a.proxy(this.handleUpdate,this)):a(window).off("resize.bs.modal")},c.prototype.hideModal=function(){var a=this;this.$element.hide(),this.backdrop(function(){a.$body.removeClass("modal-open"),a.resetAdjustments(),a.resetScrollbar(),a.$element.trigger("hidden.bs.modal")})},c.prototype.removeBackdrop=function(){this.$backdrop&&this.$backdrop.remove(),this.$backdrop=null},c.prototype.backdrop=function(b){var d=this,e=this.$element.hasClass("fade")?"fade":"";if(this.isShown&&this.options.backdrop){var f=a.support.transition&&e;if(this.$backdrop=a(document.createElement("div")).addClass("modal-backdrop "+e).appendTo(this.$body),this.$element.on("click.dismiss.bs.modal",a.proxy(function(a){return this.ignoreBackdropClick?void(this.ignoreBackdropClick=!1):void(a.target===a.currentTarget&&("static"==this.options.backdrop?this.$element[0].focus():this.hide()))},this)),f&&this.$backdrop[0].offsetWidth,this.$backdrop.addClass("in"),!b)return;f?this.$backdrop.one("bsTransitionEnd",b).emulateTransitionEnd(c.BACKDROP_TRANSITION_DURATION):b()}else if(!this.isShown&&this.$backdrop){this.$backdrop.removeClass("in");var g=function(){d.removeBackdrop(),b&&b()};a.support.transition&&this.$element.hasClass("fade")?this.$backdrop.one("bsTransitionEnd",g).emulateTransitionEnd(c.BACKDROP_TRANSITION_DURATION):g()}else b&&b()},c.prototype.handleUpdate=function(){this.adjustDialog()},c.prototype.adjustDialog=function(){var a=this.$element[0].scrollHeight>document.documentElement.clientHeight;this.$element.css({paddingLeft:!this.bodyIsOverflowing&&a?this.scrollbarWidth:"",paddingRight:this.bodyIsOverflowing&&!a?this.scrollbarWidth:""})},c.prototype.resetAdjustments=function(){this.$element.css({paddingLeft:"",paddingRight:""})},c.prototype.checkScrollbar=function(){var a=window.innerWidth;if(!a){var b=document.documentElement.getBoundingClientRect();a=b.right-Math.abs(b.left)}this.bodyIsOverflowing=document.body.clientWidth<a,this.scrollbarWidth=this.measureScrollbar()},c.prototype.setScrollbar=function(){var a=parseInt(this.$body.css("padding-right")||0,10);this.originalBodyPad=document.body.style.paddingRight||"",this.bodyIsOverflowing&&this.$body.css("padding-right",a+this.scrollbarWidth)},c.prototype.resetScrollbar=function(){this.$body.css("padding-right",this.originalBodyPad)},c.prototype.measureScrollbar=function(){var a=document.createElement("div");a.className="modal-scrollbar-measure",this.$body.append(a);var b=a.offsetWidth-a.clientWidth;return this.$body[0].removeChild(a),b};var d=a.fn.modal;a.fn.modal=b,a.fn.modal.Constructor=c,a.fn.modal.noConflict=function(){return a.fn.modal=d,this},a(document).on("click.bs.modal.data-api",'[data-toggle="modal"]',function(c){var d=a(this),e=d.attr("href"),f=a(d.attr("data-target")||e&&e.replace(/.*(?=#[^\s]+$)/,"")),g=f.data("bs.modal")?"toggle":a.extend({remote:!/#/.test(e)&&e},f.data(),d.data());d.is("a")&&c.preventDefault(),f.one("show.bs.modal",function(a){a.isDefaultPrevented()||f.one("hidden.bs.modal",function(){d.is(":visible")&&d.trigger("focus")})}),b.call(f,g,this)})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.tooltip"),f="object"==typeof b&&b;(e||!/destroy|hide/.test(b))&&(e||d.data("bs.tooltip",e=new c(this,f)),"string"==typeof b&&e[b]())})}var c=function(a,b){this.type=null,this.options=null,this.enabled=null,this.timeout=null,this.hoverState=null,this.$element=null,this.inState=null,this.init("tooltip",a,b)};c.VERSION="3.3.5",c.TRANSITION_DURATION=150,c.DEFAULTS={animation:!0,placement:"top",selector:!1,template:'<div class="tooltip" role="tooltip"><div class="tooltip-arrow"></div><div class="tooltip-inner"></div></div>',trigger:"hover focus",title:"",delay:0,html:!1,container:!1,viewport:{selector:"body",padding:0}},c.prototype.init=function(b,c,d){if(this.enabled=!0,this.type=b,this.$element=a(c),this.options=this.getOptions(d),this.$viewport=this.options.viewport&&a(a.isFunction(this.options.viewport)?this.options.viewport.call(this,this.$element):this.options.viewport.selector||this.options.viewport),this.inState={click:!1,hover:!1,focus:!1},this.$element[0]instanceof document.constructor&&!this.options.selector)throw new Error("`selector` option must be specified when initializing "+this.type+" on the window.document object!");for(var e=this.options.trigger.split(" "),f=e.length;f--;){var g=e[f];if("click"==g)this.$element.on("click."+this.type,this.options.selector,a.proxy(this.toggle,this));else if("manual"!=g){var h="hover"==g?"mouseenter":"focusin",i="hover"==g?"mouseleave":"focusout";this.$element.on(h+"."+this.type,this.options.selector,a.proxy(this.enter,this)),this.$element.on(i+"."+this.type,this.options.selector,a.proxy(this.leave,this))}}this.options.selector?this._options=a.extend({},this.options,{trigger:"manual",selector:""}):this.fixTitle()},c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.getOptions=function(b){return b=a.extend({},this.getDefaults(),this.$element.data(),b),b.delay&&"number"==typeof b.delay&&(b.delay={show:b.delay,hide:b.delay}),b},c.prototype.getDelegateOptions=function(){var b={},c=this.getDefaults();return this._options&&a.each(this._options,function(a,d){c[a]!=d&&(b[a]=d)}),b},c.prototype.enter=function(b){var c=b instanceof this.constructor?b:a(b.currentTarget).data("bs."+this.type);return c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c)),b instanceof a.Event&&(c.inState["focusin"==b.type?"focus":"hover"]=!0),c.tip().hasClass("in")||"in"==c.hoverState?void(c.hoverState="in"):(clearTimeout(c.timeout),c.hoverState="in",c.options.delay&&c.options.delay.show?void(c.timeout=setTimeout(function(){"in"==c.hoverState&&c.show()},c.options.delay.show)):c.show())},c.prototype.isInStateTrue=function(){for(var a in this.inState)if(this.inState[a])return!0;return!1},c.prototype.leave=function(b){var c=b instanceof this.constructor?b:a(b.currentTarget).data("bs."+this.type);return c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c)),b instanceof a.Event&&(c.inState["focusout"==b.type?"focus":"hover"]=!1),c.isInStateTrue()?void 0:(clearTimeout(c.timeout),c.hoverState="out",c.options.delay&&c.options.delay.hide?void(c.timeout=setTimeout(function(){"out"==c.hoverState&&c.hide()},c.options.delay.hide)):c.hide())},c.prototype.show=function(){var b=a.Event("show.bs."+this.type);if(this.hasContent()&&this.enabled){this.$element.trigger(b);var d=a.contains(this.$element[0].ownerDocument.documentElement,this.$element[0]);if(b.isDefaultPrevented()||!d)return;var e=this,f=this.tip(),g=this.getUID(this.type);this.setContent(),f.attr("id",g),this.$element.attr("aria-describedby",g),this.options.animation&&f.addClass("fade");var h="function"==typeof this.options.placement?this.options.placement.call(this,f[0],this.$element[0]):this.options.placement,i=/\s?auto?\s?/i,j=i.test(h);j&&(h=h.replace(i,"")||"top"),f.detach().css({top:0,left:0,display:"block"}).addClass(h).data("bs."+this.type,this),this.options.container?f.appendTo(this.options.container):f.insertAfter(this.$element),this.$element.trigger("inserted.bs."+this.type);var k=this.getPosition(),l=f[0].offsetWidth,m=f[0].offsetHeight;if(j){var n=h,o=this.getPosition(this.$viewport);h="bottom"==h&&k.bottom+m>o.bottom?"top":"top"==h&&k.top-m<o.top?"bottom":"right"==h&&k.right+l>o.width?"left":"left"==h&&k.left-l<o.left?"right":h,f.removeClass(n).addClass(h)}var p=this.getCalculatedOffset(h,k,l,m);this.applyPlacement(p,h);var q=function(){var a=e.hoverState;e.$element.trigger("shown.bs."+e.type),e.hoverState=null,"out"==a&&e.leave(e)};a.support.transition&&this.$tip.hasClass("fade")?f.one("bsTransitionEnd",q).emulateTransitionEnd(c.TRANSITION_DURATION):q()}},c.prototype.applyPlacement=function(b,c){var d=this.tip(),e=d[0].offsetWidth,f=d[0].offsetHeight,g=parseInt(d.css("margin-top"),10),h=parseInt(d.css("margin-left"),10);isNaN(g)&&(g=0),isNaN(h)&&(h=0),b.top+=g,b.left+=h,a.offset.setOffset(d[0],a.extend({using:function(a){d.css({top:Math.round(a.top),left:Math.round(a.left)})}},b),0),d.addClass("in");var i=d[0].offsetWidth,j=d[0].offsetHeight;"top"==c&&j!=f&&(b.top=b.top+f-j);var k=this.getViewportAdjustedDelta(c,b,i,j);k.left?b.left+=k.left:b.top+=k.top;var l=/top|bottom/.test(c),m=l?2*k.left-e+i:2*k.top-f+j,n=l?"offsetWidth":"offsetHeight";d.offset(b),this.replaceArrow(m,d[0][n],l)},c.prototype.replaceArrow=function(a,b,c){this.arrow().css(c?"left":"top",50*(1-a/b)+"%").css(c?"top":"left","")},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle();a.find(".tooltip-inner")[this.options.html?"html":"text"](b),a.removeClass("fade in top bottom left right")},c.prototype.hide=function(b){function d(){"in"!=e.hoverState&&f.detach(),e.$element.removeAttr("aria-describedby").trigger("hidden.bs."+e.type),b&&b()}var e=this,f=a(this.$tip),g=a.Event("hide.bs."+this.type);return this.$element.trigger(g),g.isDefaultPrevented()?void 0:(f.removeClass("in"),a.support.transition&&f.hasClass("fade")?f.one("bsTransitionEnd",d).emulateTransitionEnd(c.TRANSITION_DURATION):d(),this.hoverState=null,this)},c.prototype.fixTitle=function(){var a=this.$element;(a.attr("title")||"string"!=typeof a.attr("data-original-title"))&&a.attr("data-original-title",a.attr("title")||"").attr("title","")},c.prototype.hasContent=function(){return this.getTitle()},c.prototype.getPosition=function(b){b=b||this.$element;var c=b[0],d="BODY"==c.tagName,e=c.getBoundingClientRect();null==e.width&&(e=a.extend({},e,{width:e.right-e.left,height:e.bottom-e.top}));var f=d?{top:0,left:0}:b.offset(),g={scroll:d?document.documentElement.scrollTop||document.body.scrollTop:b.scrollTop()},h=d?{width:a(window).width(),height:a(window).height()}:null;return a.extend({},e,g,h,f)},c.prototype.getCalculatedOffset=function(a,b,c,d){return"bottom"==a?{top:b.top+b.height,left:b.left+b.width/2-c/2}:"top"==a?{top:b.top-d,left:b.left+b.width/2-c/2}:"left"==a?{top:b.top+b.height/2-d/2,left:b.left-c}:{top:b.top+b.height/2-d/2,left:b.left+b.width}},c.prototype.getViewportAdjustedDelta=function(a,b,c,d){var e={top:0,left:0};if(!this.$viewport)return e;var f=this.options.viewport&&this.options.viewport.padding||0,g=this.getPosition(this.$viewport);if(/right|left/.test(a)){var h=b.top-f-g.scroll,i=b.top+f-g.scroll+d;h<g.top?e.top=g.top-h:i>g.top+g.height&&(e.top=g.top+g.height-i)}else{var j=b.left-f,k=b.left+f+c;j<g.left?e.left=g.left-j:k>g.right&&(e.left=g.left+g.width-k)}return e},c.prototype.getTitle=function(){var a,b=this.$element,c=this.options;return a=b.attr("data-original-title")||("function"==typeof c.title?c.title.call(b[0]):c.title)},c.prototype.getUID=function(a){do a+=~~(1e6*Math.random());while(document.getElementById(a));return a},c.prototype.tip=function(){if(!this.$tip&&(this.$tip=a(this.options.template),1!=this.$tip.length))throw new Error(this.type+" `template` option must consist of exactly 1 top-level element!");return this.$tip},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(".tooltip-arrow")},c.prototype.enable=function(){this.enabled=!0},c.prototype.disable=function(){this.enabled=!1},c.prototype.toggleEnabled=function(){this.enabled=!this.enabled},c.prototype.toggle=function(b){var c=this;b&&(c=a(b.currentTarget).data("bs."+this.type),c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c))),b?(c.inState.click=!c.inState.click,c.isInStateTrue()?c.enter(c):c.leave(c)):c.tip().hasClass("in")?c.leave(c):c.enter(c)},c.prototype.destroy=function(){var a=this;clearTimeout(this.timeout),this.hide(function(){a.$element.off("."+a.type).removeData("bs."+a.type),a.$tip&&a.$tip.detach(),a.$tip=null,a.$arrow=null,a.$viewport=null})};var d=a.fn.tooltip;a.fn.tooltip=b,a.fn.tooltip.Constructor=c,a.fn.tooltip.noConflict=function(){return a.fn.tooltip=d,this}}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.popover"),f="object"==typeof b&&b;(e||!/destroy|hide/.test(b))&&(e||d.data("bs.popover",e=new c(this,f)),"string"==typeof b&&e[b]())})}var c=function(a,b){this.init("popover",a,b)};if(!a.fn.tooltip)throw new Error("Popover requires tooltip.js");c.VERSION="3.3.5",c.DEFAULTS=a.extend({},a.fn.tooltip.Constructor.DEFAULTS,{placement:"right",trigger:"click",content:"",template:'<div class="popover" role="tooltip"><div class="arrow"></div><h3 class="popover-title"></h3><div class="popover-content"></div></div>'}),c.prototype=a.extend({},a.fn.tooltip.Constructor.prototype),c.prototype.constructor=c,c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle(),c=this.getContent();a.find(".popover-title")[this.options.html?"html":"text"](b),a.find(".popover-content").children().detach().end()[this.options.html?"string"==typeof c?"html":"append":"text"](c),a.removeClass("fade top bottom left right in"),a.find(".popover-title").html()||a.find(".popover-title").hide()},c.prototype.hasContent=function(){return this.getTitle()||this.getContent()},c.prototype.getContent=function(){var a=this.$element,b=this.options;return a.attr("data-content")||("function"==typeof b.content?b.content.call(a[0]):b.content)},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(".arrow")};var d=a.fn.popover;a.fn.popover=b,a.fn.popover.Constructor=c,a.fn.popover.noConflict=function(){return a.fn.popover=d,this}}(jQuery),+function(a){"use strict";function b(c,d){this.$body=a(document.body),this.$scrollElement=a(a(c).is(document.body)?window:c),this.options=a.extend({},b.DEFAULTS,d),this.selector=(this.options.target||"")+" .nav li > a",this.offsets=[],this.targets=[],this.activeTarget=null,this.scrollHeight=0,this.$scrollElement.on("scroll.bs.scrollspy",a.proxy(this.process,this)),this.refresh(),this.process()}function c(c){return this.each(function(){var d=a(this),e=d.data("bs.scrollspy"),f="object"==typeof c&&c;e||d.data("bs.scrollspy",e=new b(this,f)),"string"==typeof c&&e[c]()})}b.VERSION="3.3.5",b.DEFAULTS={offset:10},b.prototype.getScrollHeight=function(){return this.$scrollElement[0].scrollHeight||Math.max(this.$body[0].scrollHeight,document.documentElement.scrollHeight)},b.prototype.refresh=function(){var b=this,c="offset",d=0;this.offsets=[],this.targets=[],this.scrollHeight=this.getScrollHeight(),a.isWindow(this.$scrollElement[0])||(c="position",d=this.$scrollElement.scrollTop()),this.$body.find(this.selector).map(function(){var b=a(this),e=b.data("target")||b.attr("href"),f=/^#./.test(e)&&a(e);return f&&f.length&&f.is(":visible")&&[[f[c]().top+d,e]]||null}).sort(function(a,b){return a[0]-b[0]}).each(function(){b.offsets.push(this[0]),b.targets.push(this[1])})},b.prototype.process=function(){var a,b=this.$scrollElement.scrollTop()+this.options.offset,c=this.getScrollHeight(),d=this.options.offset+c-this.$scrollElement.height(),e=this.offsets,f=this.targets,g=this.activeTarget;if(this.scrollHeight!=c&&this.refresh(),b>=d)return g!=(a=f[f.length-1])&&this.activate(a);if(g&&b<e[0])return this.activeTarget=null,this.clear();for(a=e.length;a--;)g!=f[a]&&b>=e[a]&&(void 0===e[a+1]||b<e[a+1])&&this.activate(f[a])},b.prototype.activate=function(b){this.activeTarget=b,this.clear();var c=this.selector+'[data-target="'+b+'"],'+this.selector+'[href="'+b+'"]',d=a(c).parents("li").addClass("active");d.parent(".dropdown-menu").length&&(d=d.closest("li.dropdown").addClass("active")),
+d.trigger("activate.bs.scrollspy")},b.prototype.clear=function(){a(this.selector).parentsUntil(this.options.target,".active").removeClass("active")};var d=a.fn.scrollspy;a.fn.scrollspy=c,a.fn.scrollspy.Constructor=b,a.fn.scrollspy.noConflict=function(){return a.fn.scrollspy=d,this},a(window).on("load.bs.scrollspy.data-api",function(){a('[data-spy="scroll"]').each(function(){var b=a(this);c.call(b,b.data())})})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.tab");e||d.data("bs.tab",e=new c(this)),"string"==typeof b&&e[b]()})}var c=function(b){this.element=a(b)};c.VERSION="3.3.5",c.TRANSITION_DURATION=150,c.prototype.show=function(){var b=this.element,c=b.closest("ul:not(.dropdown-menu)"),d=b.data("target");if(d||(d=b.attr("href"),d=d&&d.replace(/.*(?=#[^\s]*$)/,"")),!b.parent("li").hasClass("active")){var e=c.find(".active:last a"),f=a.Event("hide.bs.tab",{relatedTarget:b[0]}),g=a.Event("show.bs.tab",{relatedTarget:e[0]});if(e.trigger(f),b.trigger(g),!g.isDefaultPrevented()&&!f.isDefaultPrevented()){var h=a(d);this.activate(b.closest("li"),c),this.activate(h,h.parent(),function(){e.trigger({type:"hidden.bs.tab",relatedTarget:b[0]}),b.trigger({type:"shown.bs.tab",relatedTarget:e[0]})})}}},c.prototype.activate=function(b,d,e){function f(){g.removeClass("active").find("> .dropdown-menu > .active").removeClass("active").end().find('[data-toggle="tab"]').attr("aria-expanded",!1),b.addClass("active").find('[data-toggle="tab"]').attr("aria-expanded",!0),h?(b[0].offsetWidth,b.addClass("in")):b.removeClass("fade"),b.parent(".dropdown-menu").length&&b.closest("li.dropdown").addClass("active").end().find('[data-toggle="tab"]').attr("aria-expanded",!0),e&&e()}var g=d.find("> .active"),h=e&&a.support.transition&&(g.length&&g.hasClass("fade")||!!d.find("> .fade").length);g.length&&h?g.one("bsTransitionEnd",f).emulateTransitionEnd(c.TRANSITION_DURATION):f(),g.removeClass("in")};var d=a.fn.tab;a.fn.tab=b,a.fn.tab.Constructor=c,a.fn.tab.noConflict=function(){return a.fn.tab=d,this};var e=function(c){c.preventDefault(),b.call(a(this),"show")};a(document).on("click.bs.tab.data-api",'[data-toggle="tab"]',e).on("click.bs.tab.data-api",'[data-toggle="pill"]',e)}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.affix"),f="object"==typeof b&&b;e||d.data("bs.affix",e=new c(this,f)),"string"==typeof b&&e[b]()})}var c=function(b,d){this.options=a.extend({},c.DEFAULTS,d),this.$target=a(this.options.target).on("scroll.bs.affix.data-api",a.proxy(this.checkPosition,this)).on("click.bs.affix.data-api",a.proxy(this.checkPositionWithEventLoop,this)),this.$element=a(b),this.affixed=null,this.unpin=null,this.pinnedOffset=null,this.checkPosition()};c.VERSION="3.3.5",c.RESET="affix affix-top affix-bottom",c.DEFAULTS={offset:0,target:window},c.prototype.getState=function(a,b,c,d){var e=this.$target.scrollTop(),f=this.$element.offset(),g=this.$target.height();if(null!=c&&"top"==this.affixed)return c>e?"top":!1;if("bottom"==this.affixed)return null!=c?e+this.unpin<=f.top?!1:"bottom":a-d>=e+g?!1:"bottom";var h=null==this.affixed,i=h?e:f.top,j=h?g:b;return null!=c&&c>=e?"top":null!=d&&i+j>=a-d?"bottom":!1},c.prototype.getPinnedOffset=function(){if(this.pinnedOffset)return this.pinnedOffset;this.$element.removeClass(c.RESET).addClass("affix");var a=this.$target.scrollTop(),b=this.$element.offset();return this.pinnedOffset=b.top-a},c.prototype.checkPositionWithEventLoop=function(){setTimeout(a.proxy(this.checkPosition,this),1)},c.prototype.checkPosition=function(){if(this.$element.is(":visible")){var b=this.$element.height(),d=this.options.offset,e=d.top,f=d.bottom,g=Math.max(a(document).height(),a(document.body).height());"object"!=typeof d&&(f=e=d),"function"==typeof e&&(e=d.top(this.$element)),"function"==typeof f&&(f=d.bottom(this.$element));var h=this.getState(g,b,e,f);if(this.affixed!=h){null!=this.unpin&&this.$element.css("top","");var i="affix"+(h?"-"+h:""),j=a.Event(i+".bs.affix");if(this.$element.trigger(j),j.isDefaultPrevented())return;this.affixed=h,this.unpin="bottom"==h?this.getPinnedOffset():null,this.$element.removeClass(c.RESET).addClass(i).trigger(i.replace("affix","affixed")+".bs.affix")}"bottom"==h&&this.$element.offset({top:g-b-f})}};var d=a.fn.affix;a.fn.affix=b,a.fn.affix.Constructor=c,a.fn.affix.noConflict=function(){return a.fn.affix=d,this},a(window).on("load",function(){a('[data-spy="affix"]').each(function(){var c=a(this),d=c.data();d.offset=d.offset||{},null!=d.offsetBottom&&(d.offset.bottom=d.offsetBottom),null!=d.offsetTop&&(d.offset.top=d.offsetTop),b.call(c,d)})})}(jQuery);</script>
+<script>/**
+* @preserve HTML5 Shiv 3.7.2 | @afarkas @jdalton @jon_neal @rem | MIT/GPL2 Licensed
+*/
+// Only run this code in IE 8
+if (!!window.navigator.userAgent.match("MSIE 8")) {
+!function(a,b){function c(a,b){var c=a.createElement("p"),d=a.getElementsByTagName("head")[0]||a.documentElement;return c.innerHTML="x<style>"+b+"</style>",d.insertBefore(c.lastChild,d.firstChild)}function d(){var a=t.elements;return"string"==typeof a?a.split(" "):a}function e(a,b){var c=t.elements;"string"!=typeof c&&(c=c.join(" ")),"string"!=typeof a&&(a=a.join(" ")),t.elements=c+" "+a,j(b)}function f(a){var b=s[a[q]];return b||(b={},r++,a[q]=r,s[r]=b),b}function g(a,c,d){if(c||(c=b),l)return c.createElement(a);d||(d=f(c));var e;return e=d.cache[a]?d.cache[a].cloneNode():p.test(a)?(d.cache[a]=d.createElem(a)).cloneNode():d.createElem(a),!e.canHaveChildren||o.test(a)||e.tagUrn?e:d.frag.appendChild(e)}function h(a,c){if(a||(a=b),l)return a.createDocumentFragment();c=c||f(a);for(var e=c.frag.cloneNode(),g=0,h=d(),i=h.length;i>g;g++)e.createElement(h[g]);return e}function i(a,b){b.cache||(b.cache={},b.createElem=a.createElement,b.createFrag=a.createDocumentFragment,b.frag=b.createFrag()),a.createElement=function(c){return t.shivMethods?g(c,a,b):b.createElem(c)},a.createDocumentFragment=Function("h,f","return function(){var n=f.cloneNode(),c=n.createElement;h.shivMethods&&("+d().join().replace(/[\w\-:]+/g,function(a){return b.createElem(a),b.frag.createElement(a),'c("'+a+'")'})+");return n}")(t,b.frag)}function j(a){a||(a=b);var d=f(a);return!t.shivCSS||k||d.hasCSS||(d.hasCSS=!!c(a,"article,aside,dialog,figcaption,figure,footer,header,hgroup,main,nav,section{display:block}mark{background:#FF0;color:#000}template{display:none}")),l||i(a,d),a}var k,l,m="3.7.2",n=a.html5||{},o=/^<|^(?:button|map|select|textarea|object|iframe|option|optgroup)$/i,p=/^(?:a|b|code|div|fieldset|h1|h2|h3|h4|h5|h6|i|label|li|ol|p|q|span|strong|style|table|tbody|td|th|tr|ul)$/i,q="_html5shiv",r=0,s={};!function(){try{var a=b.createElement("a");a.innerHTML="<xyz></xyz>",k="hidden"in a,l=1==a.childNodes.length||function(){b.createElement("a");var a=b.createDocumentFragment();return"undefined"==typeof a.cloneNode||"undefined"==typeof a.createDocumentFragment||"undefined"==typeof a.createElement}()}catch(c){k=!0,l=!0}}();var t={elements:n.elements||"abbr article aside audio bdi canvas data datalist details dialog figcaption figure footer header hgroup main mark meter nav output picture progress section summary template time video",version:m,shivCSS:n.shivCSS!==!1,supportsUnknownElements:l,shivMethods:n.shivMethods!==!1,type:"default",shivDocument:j,createElement:g,createDocumentFragment:h,addElements:e};a.html5=t,j(b)}(this,document);
+};
+</script>
+<script>/*! Respond.js v1.4.2: min/max-width media query polyfill * Copyright 2013 Scott Jehl
+ * Licensed under https://github.com/scottjehl/Respond/blob/master/LICENSE-MIT
+ *  */
+
+// Only run this code in IE 8
+if (!!window.navigator.userAgent.match("MSIE 8")) {
+!function(a){"use strict";a.matchMedia=a.matchMedia||function(a){var b,c=a.documentElement,d=c.firstElementChild||c.firstChild,e=a.createElement("body"),f=a.createElement("div");return f.id="mq-test-1",f.style.cssText="position:absolute;top:-100em",e.style.background="none",e.appendChild(f),function(a){return f.innerHTML='&shy;<style media="'+a+'"> #mq-test-1 { width: 42px; }</style>',c.insertBefore(e,d),b=42===f.offsetWidth,c.removeChild(e),{matches:b,media:a}}}(a.document)}(this),function(a){"use strict";function b(){u(!0)}var c={};a.respond=c,c.update=function(){};var d=[],e=function(){var b=!1;try{b=new a.XMLHttpRequest}catch(c){b=new a.ActiveXObject("Microsoft.XMLHTTP")}return function(){return b}}(),f=function(a,b){var c=e();c&&(c.open("GET",a,!0),c.onreadystatechange=function(){4!==c.readyState||200!==c.status&&304!==c.status||b(c.responseText)},4!==c.readyState&&c.send(null))};if(c.ajax=f,c.queue=d,c.regex={media:/@media[^\{]+\{([^\{\}]*\{[^\}\{]*\})+/gi,keyframes:/@(?:\-(?:o|moz|webkit)\-)?keyframes[^\{]+\{(?:[^\{\}]*\{[^\}\{]*\})+[^\}]*\}/gi,urls:/(url\()['"]?([^\/\)'"][^:\)'"]+)['"]?(\))/g,findStyles:/@media *([^\{]+)\{([\S\s]+?)$/,only:/(only\s+)?([a-zA-Z]+)\s?/,minw:/\([\s]*min\-width\s*:[\s]*([\s]*[0-9\.]+)(px|em)[\s]*\)/,maxw:/\([\s]*max\-width\s*:[\s]*([\s]*[0-9\.]+)(px|em)[\s]*\)/},c.mediaQueriesSupported=a.matchMedia&&null!==a.matchMedia("only all")&&a.matchMedia("only all").matches,!c.mediaQueriesSupported){var g,h,i,j=a.document,k=j.documentElement,l=[],m=[],n=[],o={},p=30,q=j.getElementsByTagName("head")[0]||k,r=j.getElementsByTagName("base")[0],s=q.getElementsByTagName("link"),t=function(){var a,b=j.createElement("div"),c=j.body,d=k.style.fontSize,e=c&&c.style.fontSize,f=!1;return b.style.cssText="position:absolute;font-size:1em;width:1em",c||(c=f=j.createElement("body"),c.style.background="none"),k.style.fontSize="100%",c.style.fontSize="100%",c.appendChild(b),f&&k.insertBefore(c,k.firstChild),a=b.offsetWidth,f?k.removeChild(c):c.removeChild(b),k.style.fontSize=d,e&&(c.style.fontSize=e),a=i=parseFloat(a)},u=function(b){var c="clientWidth",d=k[c],e="CSS1Compat"===j.compatMode&&d||j.body[c]||d,f={},o=s[s.length-1],r=(new Date).getTime();if(b&&g&&p>r-g)return a.clearTimeout(h),h=a.setTimeout(u,p),void 0;g=r;for(var v in l)if(l.hasOwnProperty(v)){var w=l[v],x=w.minw,y=w.maxw,z=null===x,A=null===y,B="em";x&&(x=parseFloat(x)*(x.indexOf(B)>-1?i||t():1)),y&&(y=parseFloat(y)*(y.indexOf(B)>-1?i||t():1)),w.hasquery&&(z&&A||!(z||e>=x)||!(A||y>=e))||(f[w.media]||(f[w.media]=[]),f[w.media].push(m[w.rules]))}for(var C in n)n.hasOwnProperty(C)&&n[C]&&n[C].parentNode===q&&q.removeChild(n[C]);n.length=0;for(var D in f)if(f.hasOwnProperty(D)){var E=j.createElement("style"),F=f[D].join("\n");E.type="text/css",E.media=D,q.insertBefore(E,o.nextSibling),E.styleSheet?E.styleSheet.cssText=F:E.appendChild(j.createTextNode(F)),n.push(E)}},v=function(a,b,d){var e=a.replace(c.regex.keyframes,"").match(c.regex.media),f=e&&e.length||0;b=b.substring(0,b.lastIndexOf("/"));var g=function(a){return a.replace(c.regex.urls,"$1"+b+"$2$3")},h=!f&&d;b.length&&(b+="/"),h&&(f=1);for(var i=0;f>i;i++){var j,k,n,o;h?(j=d,m.push(g(a))):(j=e[i].match(c.regex.findStyles)&&RegExp.$1,m.push(RegExp.$2&&g(RegExp.$2))),n=j.split(","),o=n.length;for(var p=0;o>p;p++)k=n[p],l.push({media:k.split("(")[0].match(c.regex.only)&&RegExp.$2||"all",rules:m.length-1,hasquery:k.indexOf("(")>-1,minw:k.match(c.regex.minw)&&parseFloat(RegExp.$1)+(RegExp.$2||""),maxw:k.match(c.regex.maxw)&&parseFloat(RegExp.$1)+(RegExp.$2||"")})}u()},w=function(){if(d.length){var b=d.shift();f(b.href,function(c){v(c,b.href,b.media),o[b.href]=!0,a.setTimeout(function(){w()},0)})}},x=function(){for(var b=0;b<s.length;b++){var c=s[b],e=c.href,f=c.media,g=c.rel&&"stylesheet"===c.rel.toLowerCase();e&&g&&!o[e]&&(c.styleSheet&&c.styleSheet.rawCssText?(v(c.styleSheet.rawCssText,e,f),o[e]=!0):(!/^([a-zA-Z:]*\/\/)/.test(e)&&!r||e.replace(RegExp.$1,"").split("/")[0]===a.location.host)&&("//"===e.substring(0,2)&&(e=a.location.protocol+e),d.push({href:e,media:f})))}w()};x(),c.update=x,c.getEmValue=t,a.addEventListener?a.addEventListener("resize",b,!1):a.attachEvent&&a.attachEvent("onresize",b)}}(this);
+};
+</script>
+<script>
+
+/**
+ * jQuery Plugin: Sticky Tabs
+ *
+ * @author Aidan Lister <aidan@php.net>
+ * adapted by Ruben Arslan to activate parent tabs too
+ * http://www.aidanlister.com/2014/03/persisting-the-tab-state-in-bootstrap/
+ */
+(function($) {
+  "use strict";
+  $.fn.rmarkdownStickyTabs = function() {
+    var context = this;
+    // Show the tab corresponding with the hash in the URL, or the first tab
+    var showStuffFromHash = function() {
+      var hash = window.location.hash;
+      var selector = hash ? 'a[href="' + hash + '"]' : 'li.active > a';
+      var $selector = $(selector, context);
+      if($selector.data('toggle') === "tab") {
+        $selector.tab('show');
+        // walk up the ancestors of this element, show any hidden tabs
+        $selector.parents('.section.tabset').each(function(i, elm) {
+          var link = $('a[href="#' + $(elm).attr('id') + '"]');
+          if(link.data('toggle') === "tab") {
+            link.tab("show");
+          }
+        });
+      }
+    };
+
+
+    // Set the correct tab when the page loads
+    showStuffFromHash(context);
+
+    // Set the correct tab when a user uses their back/forward button
+    $(window).on('hashchange', function() {
+      showStuffFromHash(context);
+    });
+
+    // Change the URL when tabs are clicked
+    $('a', context).on('click', function(e) {
+      history.pushState(null, null, this.href);
+      showStuffFromHash(context);
+    });
+
+    return this;
+  };
+}(jQuery));
+
+window.buildTabsets = function(tocID) {
+
+  // build a tabset from a section div with the .tabset class
+  function buildTabset(tabset) {
+
+    // check for fade and pills options
+    var fade = tabset.hasClass("tabset-fade");
+    var pills = tabset.hasClass("tabset-pills");
+    var navClass = pills ? "nav-pills" : "nav-tabs";
+
+    // determine the heading level of the tabset and tabs
+    var match = tabset.attr('class').match(/level(\d) /);
+    if (match === null)
+      return;
+    var tabsetLevel = Number(match[1]);
+    var tabLevel = tabsetLevel + 1;
+
+    // find all subheadings immediately below
+    var tabs = tabset.find("div.section.level" + tabLevel);
+    if (!tabs.length)
+      return;
+
+    // create tablist and tab-content elements
+    var tabList = $('<ul class="nav ' + navClass + '" role="tablist"></ul>');
+    $(tabs[0]).before(tabList);
+    var tabContent = $('<div class="tab-content"></div>');
+    $(tabs[0]).before(tabContent);
+
+    // build the tabset
+    var activeTab = 0;
+    tabs.each(function(i) {
+
+      // get the tab div
+      var tab = $(tabs[i]);
+
+      // get the id then sanitize it for use with bootstrap tabs
+      var id = tab.attr('id');
+
+      // see if this is marked as the active tab
+      if (tab.hasClass('active'))
+        activeTab = i;
+
+      // remove any table of contents entries associated with
+      // this ID (since we'll be removing the heading element)
+      $("div#" + tocID + " li a[href='#" + id + "']").parent().remove();
+
+      // sanitize the id for use with bootstrap tabs
+      id = id.replace(/[.\/?&!#<>]/g, '').replace(/\s/g, '_');
+      tab.attr('id', id);
+
+      // get the heading element within it, grab it's text, then remove it
+      var heading = tab.find('h' + tabLevel + ':first');
+      var headingText = heading.html();
+      heading.remove();
+
+      // build and append the tab list item
+      var a = $('<a role="tab" data-toggle="tab">' + headingText + '</a>');
+      a.attr('href', '#' + id);
+      a.attr('aria-controls', id);
+      var li = $('<li role="presentation"></li>');
+      li.append(a);
+      tabList.append(li);
+
+      // set it's attributes
+      tab.attr('role', 'tabpanel');
+      tab.addClass('tab-pane');
+      tab.addClass('tabbed-pane');
+      if (fade)
+        tab.addClass('fade');
+
+      // move it into the tab content div
+      tab.detach().appendTo(tabContent);
+    });
+
+    // set active tab
+    $(tabList.children('li')[activeTab]).addClass('active');
+    var active = $(tabContent.children('div.section')[activeTab]);
+    active.addClass('active');
+    if (fade)
+      active.addClass('in');
+
+    if (tabset.hasClass("tabset-sticky"))
+      tabset.rmarkdownStickyTabs();
+  }
+
+  // convert section divs with the .tabset class to tabsets
+  var tabsets = $("div.section.tabset");
+  tabsets.each(function(i) {
+    buildTabset($(tabsets[i]));
+  });
+};
+
+</script>
+<style type="text/css">.hljs-literal {
+color: #990073;
+}
+.hljs-number {
+color: #099;
+}
+.hljs-comment {
+color: #998;
+font-style: italic;
+}
+.hljs-keyword {
+color: #900;
+font-weight: bold;
+}
+.hljs-string {
+color: #d14;
+}
+</style>
+<script src="data:application/javascript;base64,/*! highlight.js v9.12.0 | BSD3 License | git.io/hljslicense */
!function(e){var n="object"==typeof window&&window||"object"==typeof self&&self;"undefined"!=typeof exports?e(exports):n&&(n.hljs=e({}),"function"==typeof define&&define.amd&&define([],function(){return n.hljs}))}(function(e){function n(e){return e.replace(/&/g,"&amp;").replace(/</g,"&lt;").replace(/>/g,"&gt;")}function t(e){return e.nodeName.toLowerCase()}function r(e,n){var t=e&&e.exec(n);return t&&0===t.index}function a(e){return k.test(e)}function i(e){var n,t,r,i,o=e.className+" ";if(o+=e.parentNode?e.parentNode.className:"",t=B.exec(o))return w(t[1])?t[1]:"no-highlight";for(o=o.split(/\s+/),n=0,r=o.length;r>n;n++)if(i=o[n],a(i)||w(i))return i}function o(e){var n,t={},r=Array.prototype.slice.call(arguments,1);for(n in e)t[n]=e[n];return r.forEach(function(e){for(n in e)t[n]=e[n]}),t}function u(e){var n=[];return function r(e,a){for(var i=e.firstChild;i;i=i.nextSibling)3===i.nodeType?a+=i.nodeValue.length:1===i.nodeType&&(n.push({event:"start",offset:a,node:i}),a=r(i,a),t(i).match(/br|hr|img|input/)||n.push({event:"stop",offset:a,node:i}));return a}(e,0),n}function c(e,r,a){function i(){return e.length&&r.length?e[0].offset!==r[0].offset?e[0].offset<r[0].offset?e:r:"start"===r[0].event?e:r:e.length?e:r}function o(e){function r(e){return" "+e.nodeName+'="'+n(e.value).replace('"',"&quot;")+'"'}s+="<"+t(e)+E.map.call(e.attributes,r).join("")+">"}function u(e){s+="</"+t(e)+">"}function c(e){("start"===e.event?o:u)(e.node)}for(var l=0,s="",f=[];e.length||r.length;){var g=i();if(s+=n(a.substring(l,g[0].offset)),l=g[0].offset,g===e){f.reverse().forEach(u);do c(g.splice(0,1)[0]),g=i();while(g===e&&g.length&&g[0].offset===l);f.reverse().forEach(o)}else"start"===g[0].event?f.push(g[0].node):f.pop(),c(g.splice(0,1)[0])}return s+n(a.substr(l))}function l(e){return e.v&&!e.cached_variants&&(e.cached_variants=e.v.map(function(n){return o(e,{v:null},n)})),e.cached_variants||e.eW&&[o(e)]||[e]}function s(e){function n(e){return e&&e.source||e}function t(t,r){return new RegExp(n(t),"m"+(e.cI?"i":"")+(r?"g":""))}function r(a,i){if(!a.compiled){if(a.compiled=!0,a.k=a.k||a.bK,a.k){var o={},u=function(n,t){e.cI&&(t=t.toLowerCase()),t.split(" ").forEach(function(e){var t=e.split("|");o[t[0]]=[n,t[1]?Number(t[1]):1]})};"string"==typeof a.k?u("keyword",a.k):x(a.k).forEach(function(e){u(e,a.k[e])}),a.k=o}a.lR=t(a.l||/\w+/,!0),i&&(a.bK&&(a.b="\\b("+a.bK.split(" ").join("|")+")\\b"),a.b||(a.b=/\B|\b/),a.bR=t(a.b),a.e||a.eW||(a.e=/\B|\b/),a.e&&(a.eR=t(a.e)),a.tE=n(a.e)||"",a.eW&&i.tE&&(a.tE+=(a.e?"|":"")+i.tE)),a.i&&(a.iR=t(a.i)),null==a.r&&(a.r=1),a.c||(a.c=[]),a.c=Array.prototype.concat.apply([],a.c.map(function(e){return l("self"===e?a:e)})),a.c.forEach(function(e){r(e,a)}),a.starts&&r(a.starts,i);var c=a.c.map(function(e){return e.bK?"\\.?("+e.b+")\\.?":e.b}).concat([a.tE,a.i]).map(n).filter(Boolean);a.t=c.length?t(c.join("|"),!0):{exec:function(){return null}}}}r(e)}function f(e,t,a,i){function o(e,n){var t,a;for(t=0,a=n.c.length;a>t;t++)if(r(n.c[t].bR,e))return n.c[t]}function u(e,n){if(r(e.eR,n)){for(;e.endsParent&&e.parent;)e=e.parent;return e}return e.eW?u(e.parent,n):void 0}function c(e,n){return!a&&r(n.iR,e)}function l(e,n){var t=N.cI?n[0].toLowerCase():n[0];return e.k.hasOwnProperty(t)&&e.k[t]}function p(e,n,t,r){var a=r?"":I.classPrefix,i='<span class="'+a,o=t?"":C;return i+=e+'">',i+n+o}function h(){var e,t,r,a;if(!E.k)return n(k);for(a="",t=0,E.lR.lastIndex=0,r=E.lR.exec(k);r;)a+=n(k.substring(t,r.index)),e=l(E,r),e?(B+=e[1],a+=p(e[0],n(r[0]))):a+=n(r[0]),t=E.lR.lastIndex,r=E.lR.exec(k);return a+n(k.substr(t))}function d(){var e="string"==typeof E.sL;if(e&&!y[E.sL])return n(k);var t=e?f(E.sL,k,!0,x[E.sL]):g(k,E.sL.length?E.sL:void 0);return E.r>0&&(B+=t.r),e&&(x[E.sL]=t.top),p(t.language,t.value,!1,!0)}function b(){L+=null!=E.sL?d():h(),k=""}function v(e){L+=e.cN?p(e.cN,"",!0):"",E=Object.create(e,{parent:{value:E}})}function m(e,n){if(k+=e,null==n)return b(),0;var t=o(n,E);if(t)return t.skip?k+=n:(t.eB&&(k+=n),b(),t.rB||t.eB||(k=n)),v(t,n),t.rB?0:n.length;var r=u(E,n);if(r){var a=E;a.skip?k+=n:(a.rE||a.eE||(k+=n),b(),a.eE&&(k=n));do E.cN&&(L+=C),E.skip||(B+=E.r),E=E.parent;while(E!==r.parent);return r.starts&&v(r.starts,""),a.rE?0:n.length}if(c(n,E))throw new Error('Illegal lexeme "'+n+'" for mode "'+(E.cN||"<unnamed>")+'"');return k+=n,n.length||1}var N=w(e);if(!N)throw new Error('Unknown language: "'+e+'"');s(N);var R,E=i||N,x={},L="";for(R=E;R!==N;R=R.parent)R.cN&&(L=p(R.cN,"",!0)+L);var k="",B=0;try{for(var M,j,O=0;;){if(E.t.lastIndex=O,M=E.t.exec(t),!M)break;j=m(t.substring(O,M.index),M[0]),O=M.index+j}for(m(t.substr(O)),R=E;R.parent;R=R.parent)R.cN&&(L+=C);return{r:B,value:L,language:e,top:E}}catch(T){if(T.message&&-1!==T.message.indexOf("Illegal"))return{r:0,value:n(t)};throw T}}function g(e,t){t=t||I.languages||x(y);var r={r:0,value:n(e)},a=r;return t.filter(w).forEach(function(n){var t=f(n,e,!1);t.language=n,t.r>a.r&&(a=t),t.r>r.r&&(a=r,r=t)}),a.language&&(r.second_best=a),r}function p(e){return I.tabReplace||I.useBR?e.replace(M,function(e,n){return I.useBR&&"\n"===e?"<br>":I.tabReplace?n.replace(/\t/g,I.tabReplace):""}):e}function h(e,n,t){var r=n?L[n]:t,a=[e.trim()];return e.match(/\bhljs\b/)||a.push("hljs"),-1===e.indexOf(r)&&a.push(r),a.join(" ").trim()}function d(e){var n,t,r,o,l,s=i(e);a(s)||(I.useBR?(n=document.createElementNS("http://www.w3.org/1999/xhtml","div"),n.innerHTML=e.innerHTML.replace(/\n/g,"").replace(/<br[ \/]*>/g,"\n")):n=e,l=n.textContent,r=s?f(s,l,!0):g(l),t=u(n),t.length&&(o=document.createElementNS("http://www.w3.org/1999/xhtml","div"),o.innerHTML=r.value,r.value=c(t,u(o),l)),r.value=p(r.value),e.innerHTML=r.value,e.className=h(e.className,s,r.language),e.result={language:r.language,re:r.r},r.second_best&&(e.second_best={language:r.second_best.language,re:r.second_best.r}))}function b(e){I=o(I,e)}function v(){if(!v.called){v.called=!0;var e=document.querySelectorAll("pre code");E.forEach.call(e,d)}}function m(){addEventListener("DOMContentLoaded",v,!1),addEventListener("load",v,!1)}function N(n,t){var r=y[n]=t(e);r.aliases&&r.aliases.forEach(function(e){L[e]=n})}function R(){return x(y)}function w(e){return e=(e||"").toLowerCase(),y[e]||y[L[e]]}var E=[],x=Object.keys,y={},L={},k=/^(no-?highlight|plain|text)$/i,B=/\blang(?:uage)?-([\w-]+)\b/i,M=/((^(<[^>]+>|\t|)+|(?:\n)))/gm,C="</span>",I={classPrefix:"hljs-",tabReplace:null,useBR:!1,languages:void 0};return e.highlight=f,e.highlightAuto=g,e.fixMarkup=p,e.highlightBlock=d,e.configure=b,e.initHighlighting=v,e.initHighlightingOnLoad=m,e.registerLanguage=N,e.listLanguages=R,e.getLanguage=w,e.inherit=o,e.IR="[a-zA-Z]\\w*",e.UIR="[a-zA-Z_]\\w*",e.NR="\\b\\d+(\\.\\d+)?",e.CNR="(-?)(\\b0[xX][a-fA-F0-9]+|(\\b\\d+(\\.\\d*)?|\\.\\d+)([eE][-+]?\\d+)?)",e.BNR="\\b(0b[01]+)",e.RSR="!|!=|!==|%|%=|&|&&|&=|\\*|\\*=|\\+|\\+=|,|-|-=|/=|/|:|;|<<|<<=|<=|<|===|==|=|>>>=|>>=|>=|>>>|>>|>|\\?|\\[|\\{|\\(|\\^|\\^=|\\||\\|=|\\|\\||~",e.BE={b:"\\\\[\\s\\S]",r:0},e.ASM={cN:"string",b:"'",e:"'",i:"\\n",c:[e.BE]},e.QSM={cN:"string",b:'"',e:'"',i:"\\n",c:[e.BE]},e.PWM={b:/\b(a|an|the|are|I'm|isn't|don't|doesn't|won't|but|just|should|pretty|simply|enough|gonna|going|wtf|so|such|will|you|your|they|like|more)\b/},e.C=function(n,t,r){var a=e.inherit({cN:"comment",b:n,e:t,c:[]},r||{});return a.c.push(e.PWM),a.c.push({cN:"doctag",b:"(?:TODO|FIXME|NOTE|BUG|XXX):",r:0}),a},e.CLCM=e.C("//","$"),e.CBCM=e.C("/\\*","\\*/"),e.HCM=e.C("#","$"),e.NM={cN:"number",b:e.NR,r:0},e.CNM={cN:"number",b:e.CNR,r:0},e.BNM={cN:"number",b:e.BNR,r:0},e.CSSNM={cN:"number",b:e.NR+"(%|em|ex|ch|rem|vw|vh|vmin|vmax|cm|mm|in|pt|pc|px|deg|grad|rad|turn|s|ms|Hz|kHz|dpi|dpcm|dppx)?",r:0},e.RM={cN:"regexp",b:/\//,e:/\/[gimuy]*/,i:/\n/,c:[e.BE,{b:/\[/,e:/\]/,r:0,c:[e.BE]}]},e.TM={cN:"title",b:e.IR,r:0},e.UTM={cN:"title",b:e.UIR,r:0},e.METHOD_GUARD={b:"\\.\\s*"+e.UIR,r:0},e});hljs.registerLanguage("sql",function(e){var t=e.C("--","$");return{cI:!0,i:/[<>{}*#]/,c:[{bK:"begin end start commit rollback savepoint lock alter create drop rename call delete do handler insert load replace select truncate update set show pragma grant merge describe use explain help declare prepare execute deallocate release unlock purge reset change stop analyze cache flush optimize repair kill install uninstall checksum restore check backup revoke comment",e:/;/,eW:!0,l:/[\w\.]+/,k:{keyword:"abort abs absolute acc acce accep accept access accessed accessible account acos action activate add addtime admin administer advanced advise aes_decrypt aes_encrypt after agent aggregate ali alia alias allocate allow alter always analyze ancillary and any anydata anydataset anyschema anytype apply archive archived archivelog are as asc ascii asin assembly assertion associate asynchronous at atan atn2 attr attri attrib attribu attribut attribute attributes audit authenticated authentication authid authors auto autoallocate autodblink autoextend automatic availability avg backup badfile basicfile before begin beginning benchmark between bfile bfile_base big bigfile bin binary_double binary_float binlog bit_and bit_count bit_length bit_or bit_xor bitmap blob_base block blocksize body both bound buffer_cache buffer_pool build bulk by byte byteordermark bytes cache caching call calling cancel capacity cascade cascaded case cast catalog category ceil ceiling chain change changed char_base char_length character_length characters characterset charindex charset charsetform charsetid check checksum checksum_agg child choose chr chunk class cleanup clear client clob clob_base clone close cluster_id cluster_probability cluster_set clustering coalesce coercibility col collate collation collect colu colum column column_value columns columns_updated comment commit compact compatibility compiled complete composite_limit compound compress compute concat concat_ws concurrent confirm conn connec connect connect_by_iscycle connect_by_isleaf connect_by_root connect_time connection consider consistent constant constraint constraints constructor container content contents context contributors controlfile conv convert convert_tz corr corr_k corr_s corresponding corruption cos cost count count_big counted covar_pop covar_samp cpu_per_call cpu_per_session crc32 create creation critical cross cube cume_dist curdate current current_date current_time current_timestamp current_user cursor curtime customdatum cycle data database databases datafile datafiles datalength date_add date_cache date_format date_sub dateadd datediff datefromparts datename datepart datetime2fromparts day day_to_second dayname dayofmonth dayofweek dayofyear days db_role_change dbtimezone ddl deallocate declare decode decompose decrement decrypt deduplicate def defa defau defaul default defaults deferred defi defin define degrees delayed delegate delete delete_all delimited demand dense_rank depth dequeue des_decrypt des_encrypt des_key_file desc descr descri describ describe descriptor deterministic diagnostics difference dimension direct_load directory disable disable_all disallow disassociate discardfile disconnect diskgroup distinct distinctrow distribute distributed div do document domain dotnet double downgrade drop dumpfile duplicate duration each edition editionable editions element ellipsis else elsif elt empty enable enable_all enclosed encode encoding encrypt end end-exec endian enforced engine engines enqueue enterprise entityescaping eomonth error errors escaped evalname evaluate event eventdata events except exception exceptions exchange exclude excluding execu execut execute exempt exists exit exp expire explain export export_set extended extent external external_1 external_2 externally extract failed failed_login_attempts failover failure far fast feature_set feature_value fetch field fields file file_name_convert filesystem_like_logging final finish first first_value fixed flash_cache flashback floor flush following follows for forall force form forma format found found_rows freelist freelists freepools fresh from from_base64 from_days ftp full function general generated get get_format get_lock getdate getutcdate global global_name globally go goto grant grants greatest group group_concat group_id grouping grouping_id groups gtid_subtract guarantee guard handler hash hashkeys having hea head headi headin heading heap help hex hierarchy high high_priority hosts hour http id ident_current ident_incr ident_seed identified identity idle_time if ifnull ignore iif ilike ilm immediate import in include including increment index indexes indexing indextype indicator indices inet6_aton inet6_ntoa inet_aton inet_ntoa infile initial initialized initially initrans inmemory inner innodb input insert install instance instantiable instr interface interleaved intersect into invalidate invisible is is_free_lock is_ipv4 is_ipv4_compat is_not is_not_null is_used_lock isdate isnull isolation iterate java join json json_exists keep keep_duplicates key keys kill language large last last_day last_insert_id last_value lax lcase lead leading least leaves left len lenght length less level levels library like like2 like4 likec limit lines link list listagg little ln load load_file lob lobs local localtime localtimestamp locate locator lock locked log log10 log2 logfile logfiles logging logical logical_reads_per_call logoff logon logs long loop low low_priority lower lpad lrtrim ltrim main make_set makedate maketime managed management manual map mapping mask master master_pos_wait match matched materialized max maxextents maximize maxinstances maxlen maxlogfiles maxloghistory maxlogmembers maxsize maxtrans md5 measures median medium member memcompress memory merge microsecond mid migration min minextents minimum mining minus minute minvalue missing mod mode model modification modify module monitoring month months mount move movement multiset mutex name name_const names nan national native natural nav nchar nclob nested never new newline next nextval no no_write_to_binlog noarchivelog noaudit nobadfile nocheck nocompress nocopy nocycle nodelay nodiscardfile noentityescaping noguarantee nokeep nologfile nomapping nomaxvalue nominimize nominvalue nomonitoring none noneditionable nonschema noorder nopr nopro noprom nopromp noprompt norely noresetlogs noreverse normal norowdependencies noschemacheck noswitch not nothing notice notrim novalidate now nowait nth_value nullif nulls num numb numbe nvarchar nvarchar2 object ocicoll ocidate ocidatetime ociduration ociinterval ociloblocator ocinumber ociref ocirefcursor ocirowid ocistring ocitype oct octet_length of off offline offset oid oidindex old on online only opaque open operations operator optimal optimize option optionally or oracle oracle_date oradata ord ordaudio orddicom orddoc order ordimage ordinality ordvideo organization orlany orlvary out outer outfile outline output over overflow overriding package pad parallel parallel_enable parameters parent parse partial partition partitions pascal passing password password_grace_time password_lock_time password_reuse_max password_reuse_time password_verify_function patch path patindex pctincrease pctthreshold pctused pctversion percent percent_rank percentile_cont percentile_disc performance period period_add period_diff permanent physical pi pipe pipelined pivot pluggable plugin policy position post_transaction pow power pragma prebuilt precedes preceding precision prediction prediction_cost prediction_details prediction_probability prediction_set prepare present preserve prior priority private private_sga privileges procedural procedure procedure_analyze processlist profiles project prompt protection public publishingservername purge quarter query quick quiesce quota quotename radians raise rand range rank raw read reads readsize rebuild record records recover recovery recursive recycle redo reduced ref reference referenced references referencing refresh regexp_like register regr_avgx regr_avgy regr_count regr_intercept regr_r2 regr_slope regr_sxx regr_sxy reject rekey relational relative relaylog release release_lock relies_on relocate rely rem remainder rename repair repeat replace replicate replication required reset resetlogs resize resource respect restore restricted result result_cache resumable resume retention return returning returns reuse reverse revoke right rlike role roles rollback rolling rollup round row row_count rowdependencies rowid rownum rows rtrim rules safe salt sample save savepoint sb1 sb2 sb4 scan schema schemacheck scn scope scroll sdo_georaster sdo_topo_geometry search sec_to_time second section securefile security seed segment select self sequence sequential serializable server servererror session session_user sessions_per_user set sets settings sha sha1 sha2 share shared shared_pool short show shrink shutdown si_averagecolor si_colorhistogram si_featurelist si_positionalcolor si_stillimage si_texture siblings sid sign sin size size_t sizes skip slave sleep smalldatetimefromparts smallfile snapshot some soname sort soundex source space sparse spfile split sql sql_big_result sql_buffer_result sql_cache sql_calc_found_rows sql_small_result sql_variant_property sqlcode sqldata sqlerror sqlname sqlstate sqrt square standalone standby start starting startup statement static statistics stats_binomial_test stats_crosstab stats_ks_test stats_mode stats_mw_test stats_one_way_anova stats_t_test_ stats_t_test_indep stats_t_test_one stats_t_test_paired stats_wsr_test status std stddev stddev_pop stddev_samp stdev stop storage store stored str str_to_date straight_join strcmp strict string struct stuff style subdate subpartition subpartitions substitutable substr substring subtime subtring_index subtype success sum suspend switch switchoffset switchover sync synchronous synonym sys sys_xmlagg sysasm sysaux sysdate sysdatetimeoffset sysdba sysoper system system_user sysutcdatetime table tables tablespace tan tdo template temporary terminated tertiary_weights test than then thread through tier ties time time_format time_zone timediff timefromparts timeout timestamp timestampadd timestampdiff timezone_abbr timezone_minute timezone_region to to_base64 to_date to_days to_seconds todatetimeoffset trace tracking transaction transactional translate translation treat trigger trigger_nestlevel triggers trim truncate try_cast try_convert try_parse type ub1 ub2 ub4 ucase unarchived unbounded uncompress under undo unhex unicode uniform uninstall union unique unix_timestamp unknown unlimited unlock unpivot unrecoverable unsafe unsigned until untrusted unusable unused update updated upgrade upped upper upsert url urowid usable usage use use_stored_outlines user user_data user_resources users using utc_date utc_timestamp uuid uuid_short validate validate_password_strength validation valist value values var var_samp varcharc vari varia variab variabl variable variables variance varp varraw varrawc varray verify version versions view virtual visible void wait wallet warning warnings week weekday weekofyear wellformed when whene whenev wheneve whenever where while whitespace with within without work wrapped xdb xml xmlagg xmlattributes xmlcast xmlcolattval xmlelement xmlexists xmlforest xmlindex xmlnamespaces xmlpi xmlquery xmlroot xmlschema xmlserialize xmltable xmltype xor year year_to_month years yearweek",literal:"true false null",built_in:"array bigint binary bit blob boolean char character date dec decimal float int int8 integer interval number numeric real record serial serial8 smallint text varchar varying void"},c:[{cN:"string",b:"'",e:"'",c:[e.BE,{b:"''"}]},{cN:"string",b:'"',e:'"',c:[e.BE,{b:'""'}]},{cN:"string",b:"`",e:"`",c:[e.BE]},e.CNM,e.CBCM,t]},e.CBCM,t]}});hljs.registerLanguage("r",function(e){var r="([a-zA-Z]|\\.[a-zA-Z.])[a-zA-Z0-9._]*";return{c:[e.HCM,{b:r,l:r,k:{keyword:"function if in break next repeat else for return switch while try tryCatch stop warning require library attach detach source setMethod setGeneric setGroupGeneric setClass ...",literal:"NULL NA TRUE FALSE T F Inf NaN NA_integer_|10 NA_real_|10 NA_character_|10 NA_complex_|10"},r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"\\d+(?:[eE][+\\-]?\\d*)?L\\b",r:0},{cN:"number",b:"\\d+\\.(?!\\d)(?:i\\b)?",r:0},{cN:"number",b:"\\d+(?:\\.\\d*)?(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{cN:"number",b:"\\.\\d+(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{b:"`",e:"`",r:0},{cN:"string",c:[e.BE],v:[{b:'"',e:'"'},{b:"'",e:"'"}]}]}});hljs.registerLanguage("perl",function(e){var t="getpwent getservent quotemeta msgrcv scalar kill dbmclose undef lc ma syswrite tr send umask sysopen shmwrite vec qx utime local oct semctl localtime readpipe do return format read sprintf dbmopen pop getpgrp not getpwnam rewinddir qqfileno qw endprotoent wait sethostent bless s|0 opendir continue each sleep endgrent shutdown dump chomp connect getsockname die socketpair close flock exists index shmgetsub for endpwent redo lstat msgctl setpgrp abs exit select print ref gethostbyaddr unshift fcntl syscall goto getnetbyaddr join gmtime symlink semget splice x|0 getpeername recv log setsockopt cos last reverse gethostbyname getgrnam study formline endhostent times chop length gethostent getnetent pack getprotoent getservbyname rand mkdir pos chmod y|0 substr endnetent printf next open msgsnd readdir use unlink getsockopt getpriority rindex wantarray hex system getservbyport endservent int chr untie rmdir prototype tell listen fork shmread ucfirst setprotoent else sysseek link getgrgid shmctl waitpid unpack getnetbyname reset chdir grep split require caller lcfirst until warn while values shift telldir getpwuid my getprotobynumber delete and sort uc defined srand accept package seekdir getprotobyname semop our rename seek if q|0 chroot sysread setpwent no crypt getc chown sqrt write setnetent setpriority foreach tie sin msgget map stat getlogin unless elsif truncate exec keys glob tied closedirioctl socket readlink eval xor readline binmode setservent eof ord bind alarm pipe atan2 getgrent exp time push setgrent gt lt or ne m|0 break given say state when",r={cN:"subst",b:"[$@]\\{",e:"\\}",k:t},s={b:"->{",e:"}"},n={v:[{b:/\$\d/},{b:/[\$%@](\^\w\b|#\w+(::\w+)*|{\w+}|\w+(::\w*)*)/},{b:/[\$%@][^\s\w{]/,r:0}]},i=[e.BE,r,n],o=[n,e.HCM,e.C("^\\=\\w","\\=cut",{eW:!0}),s,{cN:"string",c:i,v:[{b:"q[qwxr]?\\s*\\(",e:"\\)",r:5},{b:"q[qwxr]?\\s*\\[",e:"\\]",r:5},{b:"q[qwxr]?\\s*\\{",e:"\\}",r:5},{b:"q[qwxr]?\\s*\\|",e:"\\|",r:5},{b:"q[qwxr]?\\s*\\<",e:"\\>",r:5},{b:"qw\\s+q",e:"q",r:5},{b:"'",e:"'",c:[e.BE]},{b:'"',e:'"'},{b:"`",e:"`",c:[e.BE]},{b:"{\\w+}",c:[],r:0},{b:"-?\\w+\\s*\\=\\>",c:[],r:0}]},{cN:"number",b:"(\\b0[0-7_]+)|(\\b0x[0-9a-fA-F_]+)|(\\b[1-9][0-9_]*(\\.[0-9_]+)?)|[0_]\\b",r:0},{b:"(\\/\\/|"+e.RSR+"|\\b(split|return|print|reverse|grep)\\b)\\s*",k:"split return print reverse grep",r:0,c:[e.HCM,{cN:"regexp",b:"(s|tr|y)/(\\\\.|[^/])*/(\\\\.|[^/])*/[a-z]*",r:10},{cN:"regexp",b:"(m|qr)?/",e:"/[a-z]*",c:[e.BE],r:0}]},{cN:"function",bK:"sub",e:"(\\s*\\(.*?\\))?[;{]",eE:!0,r:5,c:[e.TM]},{b:"-\\w\\b",r:0},{b:"^__DATA__$",e:"^__END__$",sL:"mojolicious",c:[{b:"^@@.*",e:"$",cN:"comment"}]}];return r.c=o,s.c=o,{aliases:["pl","pm"],l:/[\w\.]+/,k:t,c:o}});hljs.registerLanguage("ini",function(e){var b={cN:"string",c:[e.BE],v:[{b:"'''",e:"'''",r:10},{b:'"""',e:'"""',r:10},{b:'"',e:'"'},{b:"'",e:"'"}]};return{aliases:["toml"],cI:!0,i:/\S/,c:[e.C(";","$"),e.HCM,{cN:"section",b:/^\s*\[+/,e:/\]+/},{b:/^[a-z0-9\[\]_-]+\s*=\s*/,e:"$",rB:!0,c:[{cN:"attr",b:/[a-z0-9\[\]_-]+/},{b:/=/,eW:!0,r:0,c:[{cN:"literal",b:/\bon|off|true|false|yes|no\b/},{cN:"variable",v:[{b:/\$[\w\d"][\w\d_]*/},{b:/\$\{(.*?)}/}]},b,{cN:"number",b:/([\+\-]+)?[\d]+_[\d_]+/},e.NM]}]}]}});hljs.registerLanguage("diff",function(e){return{aliases:["patch"],c:[{cN:"meta",r:10,v:[{b:/^@@ +\-\d+,\d+ +\+\d+,\d+ +@@$/},{b:/^\*\*\* +\d+,\d+ +\*\*\*\*$/},{b:/^\-\-\- +\d+,\d+ +\-\-\-\-$/}]},{cN:"comment",v:[{b:/Index: /,e:/$/},{b:/={3,}/,e:/$/},{b:/^\-{3}/,e:/$/},{b:/^\*{3} /,e:/$/},{b:/^\+{3}/,e:/$/},{b:/\*{5}/,e:/\*{5}$/}]},{cN:"addition",b:"^\\+",e:"$"},{cN:"deletion",b:"^\\-",e:"$"},{cN:"addition",b:"^\\!",e:"$"}]}});hljs.registerLanguage("go",function(e){var t={keyword:"break default func interface select case map struct chan else goto package switch const fallthrough if range type continue for import return var go defer bool byte complex64 complex128 float32 float64 int8 int16 int32 int64 string uint8 uint16 uint32 uint64 int uint uintptr rune",literal:"true false iota nil",built_in:"append cap close complex copy imag len make new panic print println real recover delete"};return{aliases:["golang"],k:t,i:"</",c:[e.CLCM,e.CBCM,{cN:"string",v:[e.QSM,{b:"'",e:"[^\\\\]'"},{b:"`",e:"`"}]},{cN:"number",v:[{b:e.CNR+"[dflsi]",r:1},e.CNM]},{b:/:=/},{cN:"function",bK:"func",e:/\s*\{/,eE:!0,c:[e.TM,{cN:"params",b:/\(/,e:/\)/,k:t,i:/["']/}]}]}});hljs.registerLanguage("bash",function(e){var t={cN:"variable",v:[{b:/\$[\w\d#@][\w\d_]*/},{b:/\$\{(.*?)}/}]},s={cN:"string",b:/"/,e:/"/,c:[e.BE,t,{cN:"variable",b:/\$\(/,e:/\)/,c:[e.BE]}]},a={cN:"string",b:/'/,e:/'/};return{aliases:["sh","zsh"],l:/\b-?[a-z\._]+\b/,k:{keyword:"if then else elif fi for while in do done case esac function",literal:"true false",built_in:"break cd continue eval exec exit export getopts hash pwd readonly return shift test times trap umask unset alias bind builtin caller command declare echo enable help let local logout mapfile printf read readarray source type typeset ulimit unalias set shopt autoload bg bindkey bye cap chdir clone comparguments compcall compctl compdescribe compfiles compgroups compquote comptags comptry compvalues dirs disable disown echotc echoti emulate fc fg float functions getcap getln history integer jobs kill limit log noglob popd print pushd pushln rehash sched setcap setopt stat suspend ttyctl unfunction unhash unlimit unsetopt vared wait whence where which zcompile zformat zftp zle zmodload zparseopts zprof zpty zregexparse zsocket zstyle ztcp",_:"-ne -eq -lt -gt -f -d -e -s -l -a"},c:[{cN:"meta",b:/^#![^\n]+sh\s*$/,r:10},{cN:"function",b:/\w[\w\d_]*\s*\(\s*\)\s*\{/,rB:!0,c:[e.inherit(e.TM,{b:/\w[\w\d_]*/})],r:0},e.HCM,s,a,t]}});hljs.registerLanguage("python",function(e){var r={keyword:"and elif is global as in if from raise for except finally print import pass return exec else break not with class assert yield try while continue del or def lambda async await nonlocal|10 None True False",built_in:"Ellipsis NotImplemented"},b={cN:"meta",b:/^(>>>|\.\.\.) /},c={cN:"subst",b:/\{/,e:/\}/,k:r,i:/#/},a={cN:"string",c:[e.BE],v:[{b:/(u|b)?r?'''/,e:/'''/,c:[b],r:10},{b:/(u|b)?r?"""/,e:/"""/,c:[b],r:10},{b:/(fr|rf|f)'''/,e:/'''/,c:[b,c]},{b:/(fr|rf|f)"""/,e:/"""/,c:[b,c]},{b:/(u|r|ur)'/,e:/'/,r:10},{b:/(u|r|ur)"/,e:/"/,r:10},{b:/(b|br)'/,e:/'/},{b:/(b|br)"/,e:/"/},{b:/(fr|rf|f)'/,e:/'/,c:[c]},{b:/(fr|rf|f)"/,e:/"/,c:[c]},e.ASM,e.QSM]},s={cN:"number",r:0,v:[{b:e.BNR+"[lLjJ]?"},{b:"\\b(0o[0-7]+)[lLjJ]?"},{b:e.CNR+"[lLjJ]?"}]},i={cN:"params",b:/\(/,e:/\)/,c:["self",b,s,a]};return c.c=[a,s,b],{aliases:["py","gyp"],k:r,i:/(<\/|->|\?)|=>/,c:[b,s,a,e.HCM,{v:[{cN:"function",bK:"def"},{cN:"class",bK:"class"}],e:/:/,i:/[${=;\n,]/,c:[e.UTM,i,{b:/->/,eW:!0,k:"None"}]},{cN:"meta",b:/^[\t ]*@/,e:/$/},{b:/\b(print|exec)\(/}]}});hljs.registerLanguage("julia",function(e){var r={keyword:"in isa where baremodule begin break catch ccall const continue do else elseif end export false finally for function global if import importall let local macro module quote return true try using while type immutable abstract bitstype typealias ",literal:"true false ARGS C_NULL DevNull ENDIAN_BOM ENV I Inf Inf16 Inf32 Inf64 InsertionSort JULIA_HOME LOAD_PATH MergeSort NaN NaN16 NaN32 NaN64 PROGRAM_FILE QuickSort RoundDown RoundFromZero RoundNearest RoundNearestTiesAway RoundNearestTiesUp RoundToZero RoundUp STDERR STDIN STDOUT VERSION catalan e|0 eu|0 eulergamma golden im nothing pi γ π φ ",built_in:"ANY AbstractArray AbstractChannel AbstractFloat AbstractMatrix AbstractRNG AbstractSerializer AbstractSet AbstractSparseArray AbstractSparseMatrix AbstractSparseVector AbstractString AbstractUnitRange AbstractVecOrMat AbstractVector Any ArgumentError Array AssertionError Associative Base64DecodePipe Base64EncodePipe Bidiagonal BigFloat BigInt BitArray BitMatrix BitVector Bool BoundsError BufferStream CachingPool CapturedException CartesianIndex CartesianRange Cchar Cdouble Cfloat Channel Char Cint Cintmax_t Clong Clonglong ClusterManager Cmd CodeInfo Colon Complex Complex128 Complex32 Complex64 CompositeException Condition ConjArray ConjMatrix ConjVector Cptrdiff_t Cshort Csize_t Cssize_t Cstring Cuchar Cuint Cuintmax_t Culong Culonglong Cushort Cwchar_t Cwstring DataType Date DateFormat DateTime DenseArray DenseMatrix DenseVecOrMat DenseVector Diagonal Dict DimensionMismatch Dims DirectIndexString Display DivideError DomainError EOFError EachLine Enum Enumerate ErrorException Exception ExponentialBackOff Expr Factorization FileMonitor Float16 Float32 Float64 Function Future GlobalRef GotoNode HTML Hermitian IO IOBuffer IOContext IOStream IPAddr IPv4 IPv6 IndexCartesian IndexLinear IndexStyle InexactError InitError Int Int128 Int16 Int32 Int64 Int8 IntSet Integer InterruptException InvalidStateException Irrational KeyError LabelNode LinSpace LineNumberNode LoadError LowerTriangular MIME Matrix MersenneTwister Method MethodError MethodTable Module NTuple NewvarNode NullException Nullable Number ObjectIdDict OrdinalRange OutOfMemoryError OverflowError Pair ParseError PartialQuickSort PermutedDimsArray Pipe PollingFileWatcher ProcessExitedException Ptr QuoteNode RandomDevice Range RangeIndex Rational RawFD ReadOnlyMemoryError Real ReentrantLock Ref Regex RegexMatch RemoteChannel RemoteException RevString RoundingMode RowVector SSAValue SegmentationFault SerializationState Set SharedArray SharedMatrix SharedVector Signed SimpleVector Slot SlotNumber SparseMatrixCSC SparseVector StackFrame StackOverflowError StackTrace StepRange StepRangeLen StridedArray StridedMatrix StridedVecOrMat StridedVector String SubArray SubString SymTridiagonal Symbol Symmetric SystemError TCPSocket Task Text TextDisplay Timer Tridiagonal Tuple Type TypeError TypeMapEntry TypeMapLevel TypeName TypeVar TypedSlot UDPSocket UInt UInt128 UInt16 UInt32 UInt64 UInt8 UndefRefError UndefVarError UnicodeError UniformScaling Union UnionAll UnitRange Unsigned UpperTriangular Val Vararg VecElement VecOrMat Vector VersionNumber Void WeakKeyDict WeakRef WorkerConfig WorkerPool "},t="[A-Za-z_\\u00A1-\\uFFFF][A-Za-z_0-9\\u00A1-\\uFFFF]*",a={l:t,k:r,i:/<\//},n={cN:"number",b:/(\b0x[\d_]*(\.[\d_]*)?|0x\.\d[\d_]*)p[-+]?\d+|\b0[box][a-fA-F0-9][a-fA-F0-9_]*|(\b\d[\d_]*(\.[\d_]*)?|\.\d[\d_]*)([eEfF][-+]?\d+)?/,r:0},o={cN:"string",b:/'(.|\\[xXuU][a-zA-Z0-9]+)'/},i={cN:"subst",b:/\$\(/,e:/\)/,k:r},l={cN:"variable",b:"\\$"+t},c={cN:"string",c:[e.BE,i,l],v:[{b:/\w*"""/,e:/"""\w*/,r:10},{b:/\w*"/,e:/"\w*/}]},s={cN:"string",c:[e.BE,i,l],b:"`",e:"`"},d={cN:"meta",b:"@"+t},u={cN:"comment",v:[{b:"#=",e:"=#",r:10},{b:"#",e:"$"}]};return a.c=[n,o,c,s,d,u,e.HCM,{cN:"keyword",b:"\\b(((abstract|primitive)\\s+)type|(mutable\\s+)?struct)\\b"},{b:/<:/}],i.c=a.c,a});hljs.registerLanguage("coffeescript",function(e){var c={keyword:"in if for while finally new do return else break catch instanceof throw try this switch continue typeof delete debugger super yield import export from as default await then unless until loop of by when and or is isnt not",literal:"true false null undefined yes no on off",built_in:"npm require console print module global window document"},n="[A-Za-z$_][0-9A-Za-z$_]*",r={cN:"subst",b:/#\{/,e:/}/,k:c},i=[e.BNM,e.inherit(e.CNM,{starts:{e:"(\\s*/)?",r:0}}),{cN:"string",v:[{b:/'''/,e:/'''/,c:[e.BE]},{b:/'/,e:/'/,c:[e.BE]},{b:/"""/,e:/"""/,c:[e.BE,r]},{b:/"/,e:/"/,c:[e.BE,r]}]},{cN:"regexp",v:[{b:"///",e:"///",c:[r,e.HCM]},{b:"//[gim]*",r:0},{b:/\/(?![ *])(\\\/|.)*?\/[gim]*(?=\W|$)/}]},{b:"@"+n},{sL:"javascript",eB:!0,eE:!0,v:[{b:"```",e:"```"},{b:"`",e:"`"}]}];r.c=i;var s=e.inherit(e.TM,{b:n}),t="(\\(.*\\))?\\s*\\B[-=]>",o={cN:"params",b:"\\([^\\(]",rB:!0,c:[{b:/\(/,e:/\)/,k:c,c:["self"].concat(i)}]};return{aliases:["coffee","cson","iced"],k:c,i:/\/\*/,c:i.concat([e.C("###","###"),e.HCM,{cN:"function",b:"^\\s*"+n+"\\s*=\\s*"+t,e:"[-=]>",rB:!0,c:[s,o]},{b:/[:\(,=]\s*/,r:0,c:[{cN:"function",b:t,e:"[-=]>",rB:!0,c:[o]}]},{cN:"class",bK:"class",e:"$",i:/[:="\[\]]/,c:[{bK:"extends",eW:!0,i:/[:="\[\]]/,c:[s]},s]},{b:n+":",e:":",rB:!0,rE:!0,r:0}])}});hljs.registerLanguage("cpp",function(t){var e={cN:"keyword",b:"\\b[a-z\\d_]*_t\\b"},r={cN:"string",v:[{b:'(u8?|U)?L?"',e:'"',i:"\\n",c:[t.BE]},{b:'(u8?|U)?R"',e:'"',c:[t.BE]},{b:"'\\\\?.",e:"'",i:"."}]},s={cN:"number",v:[{b:"\\b(0b[01']+)"},{b:"(-?)\\b([\\d']+(\\.[\\d']*)?|\\.[\\d']+)(u|U|l|L|ul|UL|f|F|b|B)"},{b:"(-?)(\\b0[xX][a-fA-F0-9']+|(\\b[\\d']+(\\.[\\d']*)?|\\.[\\d']+)([eE][-+]?[\\d']+)?)"}],r:0},i={cN:"meta",b:/#\s*[a-z]+\b/,e:/$/,k:{"meta-keyword":"if else elif endif define undef warning error line pragma ifdef ifndef include"},c:[{b:/\\\n/,r:0},t.inherit(r,{cN:"meta-string"}),{cN:"meta-string",b:/<[^\n>]*>/,e:/$/,i:"\\n"},t.CLCM,t.CBCM]},a=t.IR+"\\s*\\(",c={keyword:"int float while private char catch import module export virtual operator sizeof dynamic_cast|10 typedef const_cast|10 const for static_cast|10 union namespace unsigned long volatile static protected bool template mutable if public friend do goto auto void enum else break extern using asm case typeid short reinterpret_cast|10 default double register explicit signed typename try this switch continue inline delete alignof constexpr decltype noexcept static_assert thread_local restrict _Bool complex _Complex _Imaginary atomic_bool atomic_char atomic_schar atomic_uchar atomic_short atomic_ushort atomic_int atomic_uint atomic_long atomic_ulong atomic_llong atomic_ullong new throw return and or not",built_in:"std string cin cout cerr clog stdin stdout stderr stringstream istringstream ostringstream auto_ptr deque list queue stack vector map set bitset multiset multimap unordered_set unordered_map unordered_multiset unordered_multimap array shared_ptr abort abs acos asin atan2 atan calloc ceil cosh cos exit exp fabs floor fmod fprintf fputs free frexp fscanf isalnum isalpha iscntrl isdigit isgraph islower isprint ispunct isspace isupper isxdigit tolower toupper labs ldexp log10 log malloc realloc memchr memcmp memcpy memset modf pow printf putchar puts scanf sinh sin snprintf sprintf sqrt sscanf strcat strchr strcmp strcpy strcspn strlen strncat strncmp strncpy strpbrk strrchr strspn strstr tanh tan vfprintf vprintf vsprintf endl initializer_list unique_ptr",literal:"true false nullptr NULL"},n=[e,t.CLCM,t.CBCM,s,r];return{aliases:["c","cc","h","c++","h++","hpp"],k:c,i:"</",c:n.concat([i,{b:"\\b(deque|list|queue|stack|vector|map|set|bitset|multiset|multimap|unordered_map|unordered_set|unordered_multiset|unordered_multimap|array)\\s*<",e:">",k:c,c:["self",e]},{b:t.IR+"::",k:c},{v:[{b:/=/,e:/;/},{b:/\(/,e:/\)/},{bK:"new throw return else",e:/;/}],k:c,c:n.concat([{b:/\(/,e:/\)/,k:c,c:n.concat(["self"]),r:0}]),r:0},{cN:"function",b:"("+t.IR+"[\\*&\\s]+)+"+a,rB:!0,e:/[{;=]/,eE:!0,k:c,i:/[^\w\s\*&]/,c:[{b:a,rB:!0,c:[t.TM],r:0},{cN:"params",b:/\(/,e:/\)/,k:c,r:0,c:[t.CLCM,t.CBCM,r,s,e]},t.CLCM,t.CBCM,i]},{cN:"class",bK:"class struct",e:/[{;:]/,c:[{b:/</,e:/>/,c:["self"]},t.TM]}]),exports:{preprocessor:i,strings:r,k:c}}});hljs.registerLanguage("ruby",function(e){var b="[a-zA-Z_]\\w*[!?=]?|[-+~]\\@|<<|>>|=~|===?|<=>|[<>]=?|\\*\\*|[-/+%^&*~`|]|\\[\\]=?",r={keyword:"and then defined module in return redo if BEGIN retry end for self when next until do begin unless END rescue else break undef not super class case require yield alias while ensure elsif or include attr_reader attr_writer attr_accessor",literal:"true false nil"},c={cN:"doctag",b:"@[A-Za-z]+"},a={b:"#<",e:">"},s=[e.C("#","$",{c:[c]}),e.C("^\\=begin","^\\=end",{c:[c],r:10}),e.C("^__END__","\\n$")],n={cN:"subst",b:"#\\{",e:"}",k:r},t={cN:"string",c:[e.BE,n],v:[{b:/'/,e:/'/},{b:/"/,e:/"/},{b:/`/,e:/`/},{b:"%[qQwWx]?\\(",e:"\\)"},{b:"%[qQwWx]?\\[",e:"\\]"},{b:"%[qQwWx]?{",e:"}"},{b:"%[qQwWx]?<",e:">"},{b:"%[qQwWx]?/",e:"/"},{b:"%[qQwWx]?%",e:"%"},{b:"%[qQwWx]?-",e:"-"},{b:"%[qQwWx]?\\|",e:"\\|"},{b:/\B\?(\\\d{1,3}|\\x[A-Fa-f0-9]{1,2}|\\u[A-Fa-f0-9]{4}|\\?\S)\b/},{b:/<<(-?)\w+$/,e:/^\s*\w+$/}]},i={cN:"params",b:"\\(",e:"\\)",endsParent:!0,k:r},d=[t,a,{cN:"class",bK:"class module",e:"$|;",i:/=/,c:[e.inherit(e.TM,{b:"[A-Za-z_]\\w*(::\\w+)*(\\?|\\!)?"}),{b:"<\\s*",c:[{b:"("+e.IR+"::)?"+e.IR}]}].concat(s)},{cN:"function",bK:"def",e:"$|;",c:[e.inherit(e.TM,{b:b}),i].concat(s)},{b:e.IR+"::"},{cN:"symbol",b:e.UIR+"(\\!|\\?)?:",r:0},{cN:"symbol",b:":(?!\\s)",c:[t,{b:b}],r:0},{cN:"number",b:"(\\b0[0-7_]+)|(\\b0x[0-9a-fA-F_]+)|(\\b[1-9][0-9_]*(\\.[0-9_]+)?)|[0_]\\b",r:0},{b:"(\\$\\W)|((\\$|\\@\\@?)(\\w+))"},{cN:"params",b:/\|/,e:/\|/,k:r},{b:"("+e.RSR+"|unless)\\s*",k:"unless",c:[a,{cN:"regexp",c:[e.BE,n],i:/\n/,v:[{b:"/",e:"/[a-z]*"},{b:"%r{",e:"}[a-z]*"},{b:"%r\\(",e:"\\)[a-z]*"},{b:"%r!",e:"![a-z]*"},{b:"%r\\[",e:"\\][a-z]*"}]}].concat(s),r:0}].concat(s);n.c=d,i.c=d;var l="[>?]>",o="[\\w#]+\\(\\w+\\):\\d+:\\d+>",u="(\\w+-)?\\d+\\.\\d+\\.\\d(p\\d+)?[^>]+>",w=[{b:/^\s*=>/,starts:{e:"$",c:d}},{cN:"meta",b:"^("+l+"|"+o+"|"+u+")",starts:{e:"$",c:d}}];return{aliases:["rb","gemspec","podspec","thor","irb"],k:r,i:/\/\*/,c:s.concat(w).concat(d)}});hljs.registerLanguage("yaml",function(e){var b="true false yes no null",a="^[ \\-]*",r="[a-zA-Z_][\\w\\-]*",t={cN:"attr",v:[{b:a+r+":"},{b:a+'"'+r+'":'},{b:a+"'"+r+"':"}]},c={cN:"template-variable",v:[{b:"{{",e:"}}"},{b:"%{",e:"}"}]},l={cN:"string",r:0,v:[{b:/'/,e:/'/},{b:/"/,e:/"/},{b:/\S+/}],c:[e.BE,c]};return{cI:!0,aliases:["yml","YAML","yaml"],c:[t,{cN:"meta",b:"^---s*$",r:10},{cN:"string",b:"[\\|>] *$",rE:!0,c:l.c,e:t.v[0].b},{b:"<%[%=-]?",e:"[%-]?%>",sL:"ruby",eB:!0,eE:!0,r:0},{cN:"type",b:"!!"+e.UIR},{cN:"meta",b:"&"+e.UIR+"$"},{cN:"meta",b:"\\*"+e.UIR+"$"},{cN:"bullet",b:"^ *-",r:0},e.HCM,{bK:b,k:{literal:b}},e.CNM,l]}});hljs.registerLanguage("css",function(e){var c="[a-zA-Z-][a-zA-Z0-9_-]*",t={b:/[A-Z\_\.\-]+\s*:/,rB:!0,e:";",eW:!0,c:[{cN:"attribute",b:/\S/,e:":",eE:!0,starts:{eW:!0,eE:!0,c:[{b:/[\w-]+\(/,rB:!0,c:[{cN:"built_in",b:/[\w-]+/},{b:/\(/,e:/\)/,c:[e.ASM,e.QSM]}]},e.CSSNM,e.QSM,e.ASM,e.CBCM,{cN:"number",b:"#[0-9A-Fa-f]+"},{cN:"meta",b:"!important"}]}}]};return{cI:!0,i:/[=\/|'\$]/,c:[e.CBCM,{cN:"selector-id",b:/#[A-Za-z0-9_-]+/},{cN:"selector-class",b:/\.[A-Za-z0-9_-]+/},{cN:"selector-attr",b:/\[/,e:/\]/,i:"$"},{cN:"selector-pseudo",b:/:(:)?[a-zA-Z0-9\_\-\+\(\)"'.]+/},{b:"@(font-face|page)",l:"[a-z-]+",k:"font-face page"},{b:"@",e:"[{;]",i:/:/,c:[{cN:"keyword",b:/\w+/},{b:/\s/,eW:!0,eE:!0,r:0,c:[e.ASM,e.QSM,e.CSSNM]}]},{cN:"selector-tag",b:c,r:0},{b:"{",e:"}",i:/\S/,c:[e.CBCM,t]}]}});hljs.registerLanguage("fortran",function(e){var t={cN:"params",b:"\\(",e:"\\)"},n={literal:".False. .True.",keyword:"kind do while private call intrinsic where elsewhere type endtype endmodule endselect endinterface end enddo endif if forall endforall only contains default return stop then public subroutine|10 function program .and. .or. .not. .le. .eq. .ge. .gt. .lt. goto save else use module select case access blank direct exist file fmt form formatted iostat name named nextrec number opened rec recl sequential status unformatted unit continue format pause cycle exit c_null_char c_alert c_backspace c_form_feed flush wait decimal round iomsg synchronous nopass non_overridable pass protected volatile abstract extends import non_intrinsic value deferred generic final enumerator class associate bind enum c_int c_short c_long c_long_long c_signed_char c_size_t c_int8_t c_int16_t c_int32_t c_int64_t c_int_least8_t c_int_least16_t c_int_least32_t c_int_least64_t c_int_fast8_t c_int_fast16_t c_int_fast32_t c_int_fast64_t c_intmax_t C_intptr_t c_float c_double c_long_double c_float_complex c_double_complex c_long_double_complex c_bool c_char c_null_ptr c_null_funptr c_new_line c_carriage_return c_horizontal_tab c_vertical_tab iso_c_binding c_loc c_funloc c_associated  c_f_pointer c_ptr c_funptr iso_fortran_env character_storage_size error_unit file_storage_size input_unit iostat_end iostat_eor numeric_storage_size output_unit c_f_procpointer ieee_arithmetic ieee_support_underflow_control ieee_get_underflow_mode ieee_set_underflow_mode newunit contiguous recursive pad position action delim readwrite eor advance nml interface procedure namelist include sequence elemental pure integer real character complex logical dimension allocatable|10 parameter external implicit|10 none double precision assign intent optional pointer target in out common equivalence data",built_in:"alog alog10 amax0 amax1 amin0 amin1 amod cabs ccos cexp clog csin csqrt dabs dacos dasin datan datan2 dcos dcosh ddim dexp dint dlog dlog10 dmax1 dmin1 dmod dnint dsign dsin dsinh dsqrt dtan dtanh float iabs idim idint idnint ifix isign max0 max1 min0 min1 sngl algama cdabs cdcos cdexp cdlog cdsin cdsqrt cqabs cqcos cqexp cqlog cqsin cqsqrt dcmplx dconjg derf derfc dfloat dgamma dimag dlgama iqint qabs qacos qasin qatan qatan2 qcmplx qconjg qcos qcosh qdim qerf qerfc qexp qgamma qimag qlgama qlog qlog10 qmax1 qmin1 qmod qnint qsign qsin qsinh qsqrt qtan qtanh abs acos aimag aint anint asin atan atan2 char cmplx conjg cos cosh exp ichar index int log log10 max min nint sign sin sinh sqrt tan tanh print write dim lge lgt lle llt mod nullify allocate deallocate adjustl adjustr all allocated any associated bit_size btest ceiling count cshift date_and_time digits dot_product eoshift epsilon exponent floor fraction huge iand ibclr ibits ibset ieor ior ishft ishftc lbound len_trim matmul maxexponent maxloc maxval merge minexponent minloc minval modulo mvbits nearest pack present product radix random_number random_seed range repeat reshape rrspacing scale scan selected_int_kind selected_real_kind set_exponent shape size spacing spread sum system_clock tiny transpose trim ubound unpack verify achar iachar transfer dble entry dprod cpu_time command_argument_count get_command get_command_argument get_environment_variable is_iostat_end ieee_arithmetic ieee_support_underflow_control ieee_get_underflow_mode ieee_set_underflow_mode is_iostat_eor move_alloc new_line selected_char_kind same_type_as extends_type_ofacosh asinh atanh bessel_j0 bessel_j1 bessel_jn bessel_y0 bessel_y1 bessel_yn erf erfc erfc_scaled gamma log_gamma hypot norm2 atomic_define atomic_ref execute_command_line leadz trailz storage_size merge_bits bge bgt ble blt dshiftl dshiftr findloc iall iany iparity image_index lcobound ucobound maskl maskr num_images parity popcnt poppar shifta shiftl shiftr this_image"};return{cI:!0,aliases:["f90","f95"],k:n,i:/\/\*/,c:[e.inherit(e.ASM,{cN:"string",r:0}),e.inherit(e.QSM,{cN:"string",r:0}),{cN:"function",bK:"subroutine function program",i:"[${=\\n]",c:[e.UTM,t]},e.C("!","$",{r:0}),{cN:"number",b:"(?=\\b|\\+|\\-|\\.)(?=\\.\\d|\\d)(?:\\d+)?(?:\\.?\\d*)(?:[de][+-]?\\d+)?\\b\\.?",r:0}]}});hljs.registerLanguage("awk",function(e){var r={cN:"variable",v:[{b:/\$[\w\d#@][\w\d_]*/},{b:/\$\{(.*?)}/}]},b="BEGIN END if else while do for in break continue delete next nextfile function func exit|10",n={cN:"string",c:[e.BE],v:[{b:/(u|b)?r?'''/,e:/'''/,r:10},{b:/(u|b)?r?"""/,e:/"""/,r:10},{b:/(u|r|ur)'/,e:/'/,r:10},{b:/(u|r|ur)"/,e:/"/,r:10},{b:/(b|br)'/,e:/'/},{b:/(b|br)"/,e:/"/},e.ASM,e.QSM]};return{k:{keyword:b},c:[r,n,e.RM,e.HCM,e.NM]}});hljs.registerLanguage("makefile",function(e){var i={cN:"variable",v:[{b:"\\$\\("+e.UIR+"\\)",c:[e.BE]},{b:/\$[@%<?\^\+\*]/}]},r={cN:"string",b:/"/,e:/"/,c:[e.BE,i]},a={cN:"variable",b:/\$\([\w-]+\s/,e:/\)/,k:{built_in:"subst patsubst strip findstring filter filter-out sort word wordlist firstword lastword dir notdir suffix basename addsuffix addprefix join wildcard realpath abspath error warning shell origin flavor foreach if or and call eval file value"},c:[i]},n={b:"^"+e.UIR+"\\s*[:+?]?=",i:"\\n",rB:!0,c:[{b:"^"+e.UIR,e:"[:+?]?=",eE:!0}]},t={cN:"meta",b:/^\.PHONY:/,e:/$/,k:{"meta-keyword":".PHONY"},l:/[\.\w]+/},l={cN:"section",b:/^[^\s]+:/,e:/$/,c:[i]};return{aliases:["mk","mak"],k:"define endef undefine ifdef ifndef ifeq ifneq else endif include -include sinclude override export unexport private vpath",l:/[\w-]+/,c:[e.HCM,i,r,a,n,t,l]}});hljs.registerLanguage("java",function(e){var a="[À-ʸa-zA-Z_$][À-ʸa-zA-Z_$0-9]*",t=a+"(<"+a+"(\\s*,\\s*"+a+")*>)?",r="false synchronized int abstract float private char boolean static null if const for true while long strictfp finally protected import native final void enum else break transient catch instanceof byte super volatile case assert short package default double public try this switch continue throws protected public private module requires exports do",s="\\b(0[bB]([01]+[01_]+[01]+|[01]+)|0[xX]([a-fA-F0-9]+[a-fA-F0-9_]+[a-fA-F0-9]+|[a-fA-F0-9]+)|(([\\d]+[\\d_]+[\\d]+|[\\d]+)(\\.([\\d]+[\\d_]+[\\d]+|[\\d]+))?|\\.([\\d]+[\\d_]+[\\d]+|[\\d]+))([eE][-+]?\\d+)?)[lLfF]?",c={cN:"number",b:s,r:0};return{aliases:["jsp"],k:r,i:/<\/|#/,c:[e.C("/\\*\\*","\\*/",{r:0,c:[{b:/\w+@/,r:0},{cN:"doctag",b:"@[A-Za-z]+"}]}),e.CLCM,e.CBCM,e.ASM,e.QSM,{cN:"class",bK:"class interface",e:/[{;=]/,eE:!0,k:"class interface",i:/[:"\[\]]/,c:[{bK:"extends implements"},e.UTM]},{bK:"new throw return else",r:0},{cN:"function",b:"("+t+"\\s+)+"+e.UIR+"\\s*\\(",rB:!0,e:/[{;=]/,eE:!0,k:r,c:[{b:e.UIR+"\\s*\\(",rB:!0,r:0,c:[e.UTM]},{cN:"params",b:/\(/,e:/\)/,k:r,r:0,c:[e.ASM,e.QSM,e.CNM,e.CBCM]},e.CLCM,e.CBCM]},c,{cN:"meta",b:"@[A-Za-z]+"}]}});hljs.registerLanguage("stan",function(e){return{c:[e.HCM,e.CLCM,e.CBCM,{b:e.UIR,l:e.UIR,k:{name:"for in while repeat until if then else",symbol:"bernoulli bernoulli_logit binomial binomial_logit beta_binomial hypergeometric categorical categorical_logit ordered_logistic neg_binomial neg_binomial_2 neg_binomial_2_log poisson poisson_log multinomial normal exp_mod_normal skew_normal student_t cauchy double_exponential logistic gumbel lognormal chi_square inv_chi_square scaled_inv_chi_square exponential inv_gamma weibull frechet rayleigh wiener pareto pareto_type_2 von_mises uniform multi_normal multi_normal_prec multi_normal_cholesky multi_gp multi_gp_cholesky multi_student_t gaussian_dlm_obs dirichlet lkj_corr lkj_corr_cholesky wishart inv_wishart","selector-tag":"int real vector simplex unit_vector ordered positive_ordered row_vector matrix cholesky_factor_corr cholesky_factor_cov corr_matrix cov_matrix",title:"functions model data parameters quantities transformed generated",literal:"true false"},r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"\\d+(?:[eE][+\\-]?\\d*)?L\\b",r:0},{cN:"number",b:"\\d+\\.(?!\\d)(?:i\\b)?",r:0},{cN:"number",b:"\\d+(?:\\.\\d*)?(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{cN:"number",b:"\\.\\d+(?:[eE][+\\-]?\\d*)?i?\\b",r:0}]}});hljs.registerLanguage("javascript",function(e){var r="[A-Za-z$_][0-9A-Za-z$_]*",t={keyword:"in of if for while finally var new function do return void else break catch instanceof with throw case default try this switch continue typeof delete let yield const export super debugger as async await static import from as",literal:"true false null undefined NaN Infinity",built_in:"eval isFinite isNaN parseFloat parseInt decodeURI decodeURIComponent encodeURI encodeURIComponent escape unescape Object Function Boolean Error EvalError InternalError RangeError ReferenceError StopIteration SyntaxError TypeError URIError Number Math Date String RegExp Array Float32Array Float64Array Int16Array Int32Array Int8Array Uint16Array Uint32Array Uint8Array Uint8ClampedArray ArrayBuffer DataView JSON Intl arguments require module console window document Symbol Set Map WeakSet WeakMap Proxy Reflect Promise"},a={cN:"number",v:[{b:"\\b(0[bB][01]+)"},{b:"\\b(0[oO][0-7]+)"},{b:e.CNR}],r:0},n={cN:"subst",b:"\\$\\{",e:"\\}",k:t,c:[]},c={cN:"string",b:"`",e:"`",c:[e.BE,n]};n.c=[e.ASM,e.QSM,c,a,e.RM];var s=n.c.concat([e.CBCM,e.CLCM]);return{aliases:["js","jsx"],k:t,c:[{cN:"meta",r:10,b:/^\s*['"]use (strict|asm)['"]/},{cN:"meta",b:/^#!/,e:/$/},e.ASM,e.QSM,c,e.CLCM,e.CBCM,a,{b:/[{,]\s*/,r:0,c:[{b:r+"\\s*:",rB:!0,r:0,c:[{cN:"attr",b:r,r:0}]}]},{b:"("+e.RSR+"|\\b(case|return|throw)\\b)\\s*",k:"return throw case",c:[e.CLCM,e.CBCM,e.RM,{cN:"function",b:"(\\(.*?\\)|"+r+")\\s*=>",rB:!0,e:"\\s*=>",c:[{cN:"params",v:[{b:r},{b:/\(\s*\)/},{b:/\(/,e:/\)/,eB:!0,eE:!0,k:t,c:s}]}]},{b:/</,e:/(\/\w+|\w+\/)>/,sL:"xml",c:[{b:/<\w+\s*\/>/,skip:!0},{b:/<\w+/,e:/(\/\w+|\w+\/)>/,skip:!0,c:[{b:/<\w+\s*\/>/,skip:!0},"self"]}]}],r:0},{cN:"function",bK:"function",e:/\{/,eE:!0,c:[e.inherit(e.TM,{b:r}),{cN:"params",b:/\(/,e:/\)/,eB:!0,eE:!0,c:s}],i:/\[|%/},{b:/\$[(.]/},e.METHOD_GUARD,{cN:"class",bK:"class",e:/[{;=]/,eE:!0,i:/[:"\[\]]/,c:[{bK:"extends"},e.UTM]},{bK:"constructor",e:/\{/,eE:!0}],i:/#(?!!)/}});hljs.registerLanguage("tex",function(c){var e={cN:"tag",b:/\\/,r:0,c:[{cN:"name",v:[{b:/[a-zA-Zа-яА-я]+[*]?/},{b:/[^a-zA-Zа-яА-я0-9]/}],starts:{eW:!0,r:0,c:[{cN:"string",v:[{b:/\[/,e:/\]/},{b:/\{/,e:/\}/}]},{b:/\s*=\s*/,eW:!0,r:0,c:[{cN:"number",b:/-?\d*\.?\d+(pt|pc|mm|cm|in|dd|cc|ex|em)?/}]}]}}]};return{c:[e,{cN:"formula",c:[e],r:0,v:[{b:/\$\$/,e:/\$\$/},{b:/\$/,e:/\$/}]},c.C("%","$",{r:0})]}});hljs.registerLanguage("xml",function(s){var e="[A-Za-z0-9\\._:-]+",t={eW:!0,i:/</,r:0,c:[{cN:"attr",b:e,r:0},{b:/=\s*/,r:0,c:[{cN:"string",endsParent:!0,v:[{b:/"/,e:/"/},{b:/'/,e:/'/},{b:/[^\s"'=<>`]+/}]}]}]};return{aliases:["html","xhtml","rss","atom","xjb","xsd","xsl","plist"],cI:!0,c:[{cN:"meta",b:"<!DOCTYPE",e:">",r:10,c:[{b:"\\[",e:"\\]"}]},s.C("<!--","-->",{r:10}),{b:"<\\!\\[CDATA\\[",e:"\\]\\]>",r:10},{b:/<\?(php)?/,e:/\?>/,sL:"php",c:[{b:"/\\*",e:"\\*/",skip:!0}]},{cN:"tag",b:"<style(?=\\s|>|$)",e:">",k:{name:"style"},c:[t],starts:{e:"</style>",rE:!0,sL:["css","xml"]}},{cN:"tag",b:"<script(?=\\s|>|$)",e:">",k:{name:"script"},c:[t],starts:{e:"</script>",rE:!0,sL:["actionscript","javascript","handlebars","xml"]}},{cN:"meta",v:[{b:/<\?xml/,e:/\?>/,r:10},{b:/<\?\w+/,e:/\?>/}]},{cN:"tag",b:"</?",e:"/?>",c:[{cN:"name",b:/[^\/><\s]+/,r:0},t]}]}});hljs.registerLanguage("markdown",function(e){return{aliases:["md","mkdown","mkd"],c:[{cN:"section",v:[{b:"^#{1,6}",e:"$"},{b:"^.+?\\n[=-]{2,}$"}]},{b:"<",e:">",sL:"xml",r:0},{cN:"bullet",b:"^([*+-]|(\\d+\\.))\\s+"},{cN:"strong",b:"[*_]{2}.+?[*_]{2}"},{cN:"emphasis",v:[{b:"\\*.+?\\*"},{b:"_.+?_",r:0}]},{cN:"quote",b:"^>\\s+",e:"$"},{cN:"code",v:[{b:"^```w*s*$",e:"^```s*$"},{b:"`.+?`"},{b:"^( {4}|	)",e:"$",r:0}]},{b:"^[-\\*]{3,}",e:"$"},{b:"\\[.+?\\][\\(\\[].*?[\\)\\]]",rB:!0,c:[{cN:"string",b:"\\[",e:"\\]",eB:!0,rE:!0,r:0},{cN:"link",b:"\\]\\(",e:"\\)",eB:!0,eE:!0},{cN:"symbol",b:"\\]\\[",e:"\\]",eB:!0,eE:!0}],r:10},{b:/^\[[^\n]+\]:/,rB:!0,c:[{cN:"symbol",b:/\[/,e:/\]/,eB:!0,eE:!0},{cN:"link",b:/:\s*/,e:/$/,eB:!0}]}]}});hljs.registerLanguage("json",function(e){var i={literal:"true false null"},n=[e.QSM,e.CNM],r={e:",",eW:!0,eE:!0,c:n,k:i},t={b:"{",e:"}",c:[{cN:"attr",b:/"/,e:/"/,c:[e.BE],i:"\\n"},e.inherit(r,{b:/:/})],i:"\\S"},c={b:"\\[",e:"\\]",c:[e.inherit(r)],i:"\\S"};return n.splice(n.length,0,t,c),{c:n,k:i,i:"\\S"}});"></script>
+<style type="text/css">.pagedtable {
+overflow: auto;
+padding-left: 8px;
+padding-right: 8px;
+}
+.pagedtable-wrapper {
+border: 1px solid #ccc;
+border-radius: 4px;
+margin-bottom: 10px;
+}
+.pagedtable table {
+width: 100%;
+max-width: 100%;
+margin: 0;
+}
+.pagedtable th {
+padding: 0 5px 0 5px;
+border: none;
+border-bottom: 2px solid #dddddd;
+min-width: 45px;
+}
+.pagedtable-empty th {
+display: none;
+}
+.pagedtable td {
+padding: 0 4px 0 4px;
+}
+.pagedtable .even {
+background-color: rgba(140, 140, 140, 0.1);
+}
+.pagedtable-padding-col {
+display: none;
+}
+.pagedtable a {
+-webkit-touch-callout: none;
+-webkit-user-select: none;
+-khtml-user-select: none;
+-moz-user-select: none;
+-ms-user-select: none;
+user-select: none;
+}
+.pagedtable-index-nav {
+cursor: pointer;
+padding: 0 5px 0 5px;
+float: right;
+border: 0;
+}
+.pagedtable-index-nav-disabled {
+cursor: default;
+text-decoration: none;
+color: #999;
+}
+a.pagedtable-index-nav-disabled:hover {
+text-decoration: none;
+color: #999;
+}
+.pagedtable-indexes {
+cursor: pointer;
+float: right;
+border: 0;
+}
+.pagedtable-index-current {
+cursor: default;
+text-decoration: none;
+font-weight: bold;
+color: #333;
+border: 0;
+}
+a.pagedtable-index-current:hover {
+text-decoration: none;
+font-weight: bold;
+color: #333;
+}
+.pagedtable-index {
+width: 30px;
+display: inline-block;
+text-align: center;
+border: 0;
+}
+.pagedtable-index-separator-left {
+display: inline-block;
+color: #333;
+font-size: 9px;
+padding: 0 0 0 0;
+cursor: default;
+}
+.pagedtable-index-separator-right {
+display: inline-block;
+color: #333;
+font-size: 9px;
+padding: 0 4px 0 0;
+cursor: default;
+}
+.pagedtable-footer {
+padding-top: 4px;
+padding-bottom: 5px;
+}
+.pagedtable-not-empty .pagedtable-footer {
+border-top: 2px solid #dddddd;
+}
+.pagedtable-info {
+overflow: hidden;
+color: #999;
+white-space: nowrap;
+text-overflow: ellipsis;
+}
+.pagedtable-header-name {
+overflow: hidden;
+text-overflow: ellipsis;
+}
+.pagedtable-header-type {
+color: #999;
+font-weight: 400;
+}
+.pagedtable-na-cell {
+font-style: italic;
+opacity: 0.3;
+}
+</style>
+<script>// Production steps of ECMA-262, Edition 5, 15.4.4.18
+// Reference: http://es5.github.io/#x15.4.4.18
+if (!Array.prototype.forEach) {
+
+  Array.prototype.forEach = function(callback, thisArg) {
+
+    var T, k;
+
+    if (this === null) {
+      throw new TypeError(' this is null or not defined');
+    }
+
+    // 1. Let O be the result of calling toObject() passing the
+    // |this| value as the argument.
+    var O = Object(this);
+
+    // 2. Let lenValue be the result of calling the Get() internal
+    // method of O with the argument "length".
+    // 3. Let len be toUint32(lenValue).
+    var len = O.length >>> 0;
+
+    // 4. If isCallable(callback) is false, throw a TypeError exception.
+    // See: http://es5.github.com/#x9.11
+    if (typeof callback !== "function") {
+      throw new TypeError(callback + ' is not a function');
+    }
+
+    // 5. If thisArg was supplied, let T be thisArg; else let
+    // T be undefined.
+    if (arguments.length > 1) {
+      T = thisArg;
+    }
+
+    // 6. Let k be 0
+    k = 0;
+
+    // 7. Repeat, while k < len
+    while (k < len) {
+
+      var kValue;
+
+      // a. Let Pk be ToString(k).
+      //    This is implicit for LHS operands of the in operator
+      // b. Let kPresent be the result of calling the HasProperty
+      //    internal method of O with argument Pk.
+      //    This step can be combined with c
+      // c. If kPresent is true, then
+      if (k in O) {
+
+        // i. Let kValue be the result of calling the Get internal
+        // method of O with argument Pk.
+        kValue = O[k];
+
+        // ii. Call the Call internal method of callback with T as
+        // the this value and argument list containing kValue, k, and O.
+        callback.call(T, kValue, k, O);
+      }
+      // d. Increase k by 1.
+      k++;
+    }
+    // 8. return undefined
+  };
+}
+
+// Production steps of ECMA-262, Edition 5, 15.4.4.19
+// Reference: http://es5.github.io/#x15.4.4.19
+if (!Array.prototype.map) {
+
+  Array.prototype.map = function(callback, thisArg) {
+
+    var T, A, k;
+
+    if (this == null) {
+      throw new TypeError(' this is null or not defined');
+    }
+
+    // 1. Let O be the result of calling ToObject passing the |this|
+    //    value as the argument.
+    var O = Object(this);
+
+    // 2. Let lenValue be the result of calling the Get internal
+    //    method of O with the argument "length".
+    // 3. Let len be ToUint32(lenValue).
+    var len = O.length >>> 0;
+
+    // 4. If IsCallable(callback) is false, throw a TypeError exception.
+    // See: http://es5.github.com/#x9.11
+    if (typeof callback !== 'function') {
+      throw new TypeError(callback + ' is not a function');
+    }
+
+    // 5. If thisArg was supplied, let T be thisArg; else let T be undefined.
+    if (arguments.length > 1) {
+      T = thisArg;
+    }
+
+    // 6. Let A be a new array created as if by the expression new Array(len)
+    //    where Array is the standard built-in constructor with that name and
+    //    len is the value of len.
+    A = new Array(len);
+
+    // 7. Let k be 0
+    k = 0;
+
+    // 8. Repeat, while k < len
+    while (k < len) {
+
+      var kValue, mappedValue;
+
+      // a. Let Pk be ToString(k).
+      //   This is implicit for LHS operands of the in operator
+      // b. Let kPresent be the result of calling the HasProperty internal
+      //    method of O with argument Pk.
+      //   This step can be combined with c
+      // c. If kPresent is true, then
+      if (k in O) {
+
+        // i. Let kValue be the result of calling the Get internal
+        //    method of O with argument Pk.
+        kValue = O[k];
+
+        // ii. Let mappedValue be the result of calling the Call internal
+        //     method of callback with T as the this value and argument
+        //     list containing kValue, k, and O.
+        mappedValue = callback.call(T, kValue, k, O);
+
+        // iii. Call the DefineOwnProperty internal method of A with arguments
+        // Pk, Property Descriptor
+        // { Value: mappedValue,
+        //   Writable: true,
+        //   Enumerable: true,
+        //   Configurable: true },
+        // and false.
+
+        // In browsers that support Object.defineProperty, use the following:
+        // Object.defineProperty(A, k, {
+        //   value: mappedValue,
+        //   writable: true,
+        //   enumerable: true,
+        //   configurable: true
+        // });
+
+        // For best browser support, use the following:
+        A[k] = mappedValue;
+      }
+      // d. Increase k by 1.
+      k++;
+    }
+
+    // 9. return A
+    return A;
+  };
+}
+
+var PagedTable = function (pagedTable) {
+  var me = this;
+
+  var source = function(pagedTable) {
+    var sourceElems = [].slice.call(pagedTable.children).filter(function(e) {
+      return e.hasAttribute("data-pagedtable-source");
+    });
+
+    if (sourceElems === null || sourceElems.length !== 1) {
+      throw("A single data-pagedtable-source was not found");
+    }
+
+    return JSON.parse(sourceElems[0].innerHTML);
+  }(pagedTable);
+
+  var options = function(source) {
+    var options = typeof(source.options) !== "undefined" &&
+      source.options !== null ? source.options : {};
+
+    var columns = typeof(options.columns) !== "undefined" ? options.columns : {};
+    var rows = typeof(options.rows) !== "undefined" ? options.rows : {};
+
+    var positiveIntOrNull = function(value) {
+      return parseInt(value) >= 0 ? parseInt(value) : null;
+    };
+
+    return {
+      pages: positiveIntOrNull(options.pages),
+      rows: {
+        min: positiveIntOrNull(rows.min),
+        max: positiveIntOrNull(rows.max),
+        total: positiveIntOrNull(rows.total)
+      },
+      columns: {
+        min: positiveIntOrNull(columns.min),
+        max: positiveIntOrNull(columns.max),
+        total: positiveIntOrNull(columns.total)
+      }
+    };
+  }(source);
+
+  var Measurer = function() {
+
+    // set some default initial values that will get adjusted in runtime
+    me.measures = {
+      padding: 12,
+      character: 8,
+      height: 15,
+      defaults: true
+    };
+
+    me.calculate = function(measuresCell) {
+      if (!me.measures.defaults)
+        return;
+
+      var measuresCellStyle = window.getComputedStyle(measuresCell, null);
+
+      var newPadding = parsePadding(measuresCellStyle.paddingLeft) +
+            parsePadding(measuresCellStyle.paddingRight);
+
+      var sampleString = "ABCDEFGHIJ0123456789";
+      var newCharacter = Math.ceil(measuresCell.clientWidth / sampleString.length);
+
+      if (newPadding <= 0 || newCharacter <= 0)
+        return;
+
+      me.measures.padding = newPadding;
+      me.measures.character = newCharacter;
+      me.measures.height = measuresCell.clientHeight;
+      me.measures.defaults = false;
+    };
+
+    return me;
+  };
+
+  var Page = function(data, options) {
+    var me = this;
+
+    var defaults = {
+      max: 7,
+      rows: 10
+    };
+
+    var totalPages = function() {
+      return Math.ceil(data.length / me.rows);
+    };
+
+    me.number = 0;
+    me.max = options.pages !== null ? options.pages : defaults.max;
+    me.visible = me.max;
+    me.rows = options.rows.min !== null ? options.rows.min : defaults.rows;
+    me.total = totalPages();
+
+    me.setRows = function(newRows) {
+      me.rows = newRows;
+      me.total = totalPages();
+    };
+
+    me.setPageNumber = function(newPageNumber) {
+      if (newPageNumber < 0) newPageNumber = 0;
+      if (newPageNumber >= me.total) newPageNumber = me.total - 1;
+
+      me.number = newPageNumber;
+    };
+
+    me.setVisiblePages = function(visiblePages) {
+      me.visible = Math.min(me.max, visiblePages);
+      me.setPageNumber(me.number);
+    };
+
+    me.getVisiblePageRange = function() {
+      var start = me.number - Math.max(Math.floor((me.visible - 1) / 2), 0);
+      var end = me.number + Math.floor(me.visible / 2) + 1;
+      var pageCount = me.total;
+
+      if (start < 0) {
+        var diffToStart = 0 - start;
+        start += diffToStart;
+        end += diffToStart;
+      }
+
+      if (end > pageCount) {
+        var diffToEnd = end - pageCount;
+        start -= diffToEnd;
+        end -= diffToEnd;
+      }
+
+      start = start < 0 ? 0 : start;
+      end = end >= pageCount ? pageCount : end;
+
+      var first = false;
+      var last = false;
+
+      if (start > 0 && me.visible > 1) {
+        start = start + 1;
+        first = true;
+      }
+
+      if (end < pageCount && me.visible > 2) {
+        end = end - 1;
+        last = true;
+      }
+
+      return {
+        first: first,
+        start: start,
+        end: end,
+        last: last
+      };
+    };
+
+    me.getRowStart = function() {
+      var rowStart = page.number * page.rows;
+      if (rowStart < 0)
+        rowStart = 0;
+
+      return rowStart;
+    };
+
+    me.getRowEnd = function() {
+      var rowStart = me.getRowStart();
+      return Math.min(rowStart + me.rows, data.length);
+    };
+
+    me.getPaddingRows = function() {
+      var rowStart = me.getRowStart();
+      var rowEnd = me.getRowEnd();
+      return data.length > me.rows ? me.rows - (rowEnd - rowStart) : 0;
+    };
+  };
+
+  var Columns = function(data, columns, options) {
+    var me = this;
+
+    me.defaults = {
+      min: 5
+    };
+
+    me.number = 0;
+    me.visible = 0;
+    me.total = columns.length;
+    me.subset = [];
+    me.padding = 0;
+    me.min = options.columns.min !== null ? options.columns.min : me.defaults.min;
+    me.max = options.columns.max !== null ? options.columns.max : null;
+    me.widths = {};
+
+    var widthsLookAhead = Math.max(100, options.rows.min);
+    var paddingColChars = 10;
+
+    me.emptyNames = function() {
+      columns.forEach(function(column) {
+        if (columns.label !== null && columns.label !== "")
+          return false;
+      });
+
+      return true;
+    };
+
+    var parsePadding = function(value) {
+      return parseInt(value) >= 0 ? parseInt(value) : 0;
+    };
+
+    me.calculateWidths = function(measures) {
+      columns.forEach(function(column) {
+        var maxChars = Math.max(
+          column.label.toString().length,
+          column.type.toString().length
+        );
+
+        for (var idxRow = 0; idxRow < Math.min(widthsLookAhead, data.length); idxRow++) {
+          maxChars = Math.max(maxChars, data[idxRow][column.name.toString()].length);
+        }
+
+        me.widths[column.name] = {
+          // width in characters
+          chars: maxChars,
+          // width for the inner html columns
+          inner: maxChars * measures.character,
+          // width adding outer styles like padding
+          outer: maxChars * measures.character + measures.padding
+        };
+      });
+    };
+
+    me.getWidth = function() {
+      var widthOuter = 0;
+      for (var idxCol = 0; idxCol < me.subset.length; idxCol++) {
+        var columnName = me.subset[idxCol].name;
+        widthOuter = widthOuter + me.widths[columnName].outer;
+      }
+
+      widthOuter = widthOuter + me.padding * paddingColChars * measurer.measures.character;
+
+      if (me.hasMoreLeftColumns()) {
+        widthOuter = widthOuter + columnNavigationWidthPX + measurer.measures.padding;
+      }
+
+      if (me.hasMoreRightColumns()) {
+        widthOuter = widthOuter + columnNavigationWidthPX + measurer.measures.padding;
+      }
+
+      return widthOuter;
+    };
+
+    me.updateSlice = function() {
+      if (me.number + me.visible >= me.total)
+        me.number = me.total - me.visible;
+
+      if (me.number < 0) me.number = 0;
+
+      me.subset = columns.slice(me.number, Math.min(me.number + me.visible, me.total));
+
+      me.subset = me.subset.map(function(column) {
+        Object.keys(column).forEach(function(colKey) {
+          column[colKey] = column[colKey] === null ? "" : column[colKey].toString();
+        });
+
+        column.width = null;
+        return column;
+      });
+    };
+
+    me.setVisibleColumns = function(columnNumber, newVisibleColumns, paddingCount) {
+      me.number = columnNumber;
+      me.visible = newVisibleColumns;
+      me.padding = paddingCount;
+
+      me.updateSlice();
+    };
+
+    me.incColumnNumber = function(increment) {
+      me.number = me.number + increment;
+    };
+
+    me.setColumnNumber = function(newNumber) {
+      me.number = newNumber;
+    };
+
+    me.setPaddingCount = function(newPadding) {
+      me.padding = newPadding;
+    };
+
+    me.getPaddingCount = function() {
+      return me.padding;
+    };
+
+    me.hasMoreLeftColumns = function() {
+      return me.number > 0;
+    };
+
+    me.hasMoreRightColumns = function() {
+      return me.number + me.visible < me.total;
+    };
+
+    me.updateSlice(0);
+    return me;
+  };
+
+  var data = source.data;
+  var page = new Page(data, options);
+  var measurer = new Measurer(data, options);
+  var columns = new Columns(data, source.columns, options);
+
+  var table = null;
+  var tableDiv = null;
+  var header = null;
+  var footer = null;
+  var tbody = null;
+
+  // Caches pagedTable.clientWidth, specially for webkit
+  var cachedPagedTableClientWidth = null;
+
+  var onChangeCallbacks = [];
+
+  var clearSelection = function() {
+    if(document.selection && document.selection.empty) {
+      document.selection.empty();
+    } else if(window.getSelection) {
+      var sel = window.getSelection();
+      sel.removeAllRanges();
+    }
+  };
+
+  var columnNavigationWidthPX = 5;
+
+  var renderColumnNavigation = function(increment, backwards) {
+    var arrow = document.createElement("div");
+    arrow.setAttribute("style",
+      "border-top: " + columnNavigationWidthPX + "px solid transparent;" +
+      "border-bottom: " + columnNavigationWidthPX + "px solid transparent;" +
+      "border-" + (backwards ? "right" : "left") + ": " + columnNavigationWidthPX + "px solid;");
+
+    var header = document.createElement("th");
+    header.appendChild(arrow);
+    header.setAttribute("style",
+      "cursor: pointer;" +
+      "vertical-align: middle;" +
+      "min-width: " + columnNavigationWidthPX + "px;" +
+      "width: " + columnNavigationWidthPX + "px;");
+
+    header.onclick = function() {
+      columns.incColumnNumber(backwards ? -1 : increment);
+
+      me.animateColumns(backwards);
+      renderFooter();
+
+      clearSelection();
+      triggerOnChange();
+    };
+
+    return header;
+  };
+
+  var maxColumnWidth = function(width) {
+    var padding = 80;
+    var columnMax = Math.max(cachedPagedTableClientWidth - padding, 0);
+
+    return parseInt(width) > 0 ?
+      Math.min(columnMax, parseInt(width)) + "px" :
+      columnMax + "px";
+  };
+
+  var clearHeader = function() {
+    var thead = pagedTable.querySelectorAll("thead")[0];
+    thead.innerHTML = "";
+  };
+
+  var renderHeader = function(clear) {
+    cachedPagedTableClientWidth = pagedTable.clientWidth;
+
+    var fragment = document.createDocumentFragment();
+
+    header = document.createElement("tr");
+    fragment.appendChild(header);
+
+    if (columns.number > 0)
+      header.appendChild(renderColumnNavigation(-columns.visible, true));
+
+    columns.subset = columns.subset.map(function(columnData) {
+      var column = document.createElement("th");
+      column.setAttribute("align", columnData.align);
+      column.style.textAlign = columnData.align;
+
+      column.style.maxWidth = maxColumnWidth(null);
+      if (columnData.width) {
+        column.style.minWidth =
+          column.style.maxWidth = maxColumnWidth(columnData.width);
+      }
+
+      var columnName = document.createElement("div");
+      columnName.setAttribute("class", "pagedtable-header-name");
+      if (columnData.label === "") {
+        columnName.innerHTML = "&nbsp;";
+      }
+      else {
+        columnName.appendChild(document.createTextNode(columnData.label));
+      }
+      column.appendChild(columnName);
+
+      var columnType = document.createElement("div");
+      columnType.setAttribute("class", "pagedtable-header-type");
+      if (columnData.type === "") {
+        columnType.innerHTML = "&nbsp;";
+      }
+      else {
+        columnType.appendChild(document.createTextNode("<" + columnData.type + ">"));
+      }
+      column.appendChild(columnType);
+
+      header.appendChild(column);
+
+      columnData.element = column;
+
+      return columnData;
+    });
+
+    for (var idx = 0; idx < columns.getPaddingCount(); idx++) {
+      var paddingCol = document.createElement("th");
+      paddingCol.setAttribute("class", "pagedtable-padding-col");
+      header.appendChild(paddingCol);
+    }
+
+    if (columns.number + columns.visible < columns.total)
+      header.appendChild(renderColumnNavigation(columns.visible, false));
+
+    if (typeof(clear) == "undefined" || clear) clearHeader();
+    var thead = pagedTable.querySelectorAll("thead")[0];
+    thead.appendChild(fragment);
+  };
+
+  me.animateColumns = function(backwards) {
+    var thead = pagedTable.querySelectorAll("thead")[0];
+
+    var headerOld = thead.querySelectorAll("tr")[0];
+    var tbodyOld = table.querySelectorAll("tbody")[0];
+
+    me.fitColumns(backwards);
+
+    renderHeader(false);
+
+    header.style.opacity = "0";
+    header.style.transform = backwards ? "translateX(-30px)" : "translateX(30px)";
+    header.style.transition = "transform 200ms linear, opacity 200ms";
+    header.style.transitionDelay = "0";
+
+    renderBody(false);
+
+    if (headerOld) {
+      headerOld.style.position = "absolute";
+      headerOld.style.transform = "translateX(0px)";
+      headerOld.style.opacity = "1";
+      headerOld.style.transition = "transform 100ms linear, opacity 100ms";
+      headerOld.setAttribute("class", "pagedtable-remove-head");
+      if (headerOld.style.transitionEnd) {
+        headerOld.addEventListener("transitionend", function() {
+          var headerOldByClass = thead.querySelector(".pagedtable-remove-head");
+          if (headerOldByClass) thead.removeChild(headerOldByClass);
+        });
+      }
+      else {
+        thead.removeChild(headerOld);
+      }
+    }
+
+    if (tbodyOld) table.removeChild(tbodyOld);
+
+    tbody.style.opacity = "0";
+    tbody.style.transition = "transform 200ms linear, opacity 200ms";
+    tbody.style.transitionDelay = "0ms";
+
+    // force relayout
+    window.getComputedStyle(header).opacity;
+    window.getComputedStyle(tbody).opacity;
+
+    if (headerOld) {
+      headerOld.style.transform = backwards ? "translateX(20px)" : "translateX(-30px)";
+      headerOld.style.opacity = "0";
+    }
+
+    header.style.transform = "translateX(0px)";
+    header.style.opacity = "1";
+
+    tbody.style.opacity = "1";
+  }
+
+  me.onChange = function(callback) {
+    onChangeCallbacks.push(callback);
+  };
+
+  var triggerOnChange = function() {
+    onChangeCallbacks.forEach(function(onChange) {
+      onChange();
+    });
+  };
+
+  var clearBody = function() {
+    if (tbody) {
+      table.removeChild(tbody);
+      tbody = null;
+    }
+  };
+
+  var renderBody = function(clear) {
+    cachedPagedTableClientWidth = pagedTable.clientWidth
+
+    var fragment = document.createDocumentFragment();
+
+    var pageData = data.slice(page.getRowStart(), page.getRowEnd());
+
+    pageData.forEach(function(dataRow, idxRow) {
+      var htmlRow = document.createElement("tr");
+      htmlRow.setAttribute("class", (idxRow % 2 !==0) ? "even" : "odd");
+
+      if (columns.hasMoreLeftColumns())
+        htmlRow.appendChild(document.createElement("td"));
+
+      columns.subset.forEach(function(columnData) {
+        var cellName = columnData.name;
+        var dataCell = dataRow[cellName];
+        var htmlCell = document.createElement("td");
+
+        if (dataCell === "NA") htmlCell.setAttribute("class", "pagedtable-na-cell");
+        if (dataCell === "__NA__") dataCell = "NA";
+
+        var cellText = document.createTextNode(dataCell);
+        htmlCell.appendChild(cellText);
+        if (dataCell.length > 50) {
+          htmlCell.setAttribute("title", dataCell);
+        }
+        htmlCell.setAttribute("align", columnData.align);
+        htmlCell.style.textAlign = columnData.align;
+        htmlCell.style.maxWidth = maxColumnWidth(null);
+        if (columnData.width) {
+          htmlCell.style.minWidth = htmlCell.style.maxWidth = maxColumnWidth(columnData.width);
+        }
+        htmlRow.appendChild(htmlCell);
+      });
+
+      for (var idx = 0; idx < columns.getPaddingCount(); idx++) {
+        var paddingCol = document.createElement("td");
+        paddingCol.setAttribute("class", "pagedtable-padding-col");
+        htmlRow.appendChild(paddingCol);
+      }
+
+      if (columns.hasMoreRightColumns())
+        htmlRow.appendChild(document.createElement("td"));
+
+      fragment.appendChild(htmlRow);
+    });
+
+    for (var idxPadding = 0; idxPadding < page.getPaddingRows(); idxPadding++) {
+      var paddingRow = document.createElement("tr");
+
+      var paddingCellRow = document.createElement("td");
+      paddingCellRow.innerHTML = "&nbsp;";
+      paddingCellRow.setAttribute("colspan", "100%");
+      paddingRow.appendChild(paddingCellRow);
+
+      fragment.appendChild(paddingRow);
+    }
+
+    if (typeof(clear) == "undefined" || clear) clearBody();
+    tbody = document.createElement("tbody");
+    tbody.appendChild(fragment);
+
+    table.appendChild(tbody);
+  };
+
+  var getLabelInfo = function() {
+    var pageStart = page.getRowStart();
+    var pageEnd = page.getRowEnd();
+    var totalRows = data.length;
+
+    var totalRowsLabel = options.rows.total ? options.rows.total : totalRows;
+    var totalRowsLabelFormat = totalRowsLabel.toString().replace(/(\d)(?=(\d\d\d)+(?!\d))/g, '$1,');
+
+    var infoText = (pageStart + 1) + "-" + pageEnd + " of " + totalRowsLabelFormat + " rows";
+    if (totalRows < page.rows) {
+      infoText = totalRowsLabel + " row" + (totalRows != 1 ? "s" : "");
+    }
+    if (columns.total > columns.visible) {
+      var totalColumnsLabel = options.columns.total ? options.columns.total : columns.total;
+
+      infoText = infoText + " | " + (columns.number + 1) + "-" +
+        (Math.min(columns.number + columns.visible, columns.total)) +
+        " of " + totalColumnsLabel + " columns";
+    }
+
+    return infoText;
+  };
+
+  var clearFooter = function() {
+    footer = pagedTable.querySelectorAll("div.pagedtable-footer")[0];
+    footer.innerHTML = "";
+
+    return footer;
+  };
+
+  var createPageLink = function(idxPage) {
+    var pageLink = document.createElement("a");
+    pageLinkClass = idxPage === page.number ? "pagedtable-index pagedtable-index-current" : "pagedtable-index";
+    pageLink.setAttribute("class", pageLinkClass);
+    pageLink.setAttribute("data-page-index", idxPage);
+    pageLink.onclick = function() {
+      page.setPageNumber(parseInt(this.getAttribute("data-page-index")));
+      renderBody();
+      renderFooter();
+
+      triggerOnChange();
+    };
+
+    pageLink.appendChild(document.createTextNode(idxPage + 1));
+
+    return pageLink;
+  }
+
+  var renderFooter = function() {
+    footer = clearFooter();
+
+    var next = document.createElement("a");
+    next.appendChild(document.createTextNode("Next"));
+    next.onclick = function() {
+      page.setPageNumber(page.number + 1);
+      renderBody();
+      renderFooter();
+
+      triggerOnChange();
+    };
+    if (data.length > page.rows) footer.appendChild(next);
+
+    var pageNumbers = document.createElement("div");
+    pageNumbers.setAttribute("class", "pagedtable-indexes");
+
+    var pageRange = page.getVisiblePageRange();
+
+    if (pageRange.first) {
+      var pageLink = createPageLink(0);
+      pageNumbers.appendChild(pageLink);
+
+      var pageSeparator = document.createElement("div");
+      pageSeparator.setAttribute("class", "pagedtable-index-separator-left");
+      pageSeparator.appendChild(document.createTextNode("..."))
+      pageNumbers.appendChild(pageSeparator);
+    }
+
+    for (var idxPage = pageRange.start; idxPage < pageRange.end; idxPage++) {
+      var pageLink = createPageLink(idxPage);
+
+      pageNumbers.appendChild(pageLink);
+    }
+
+    if (pageRange.last) {
+      var pageSeparator = document.createElement("div");
+      pageSeparator.setAttribute("class", "pagedtable-index-separator-right");
+      pageSeparator.appendChild(document.createTextNode("..."))
+      pageNumbers.appendChild(pageSeparator);
+
+      var pageLink = createPageLink(page.total - 1);
+      pageNumbers.appendChild(pageLink);
+    }
+
+    if (data.length > page.rows) footer.appendChild(pageNumbers);
+
+    var previous = document.createElement("a");
+    previous.appendChild(document.createTextNode("Previous"));
+    previous.onclick = function() {
+      page.setPageNumber(page.number - 1);
+      renderBody();
+      renderFooter();
+
+      triggerOnChange();
+    };
+    if (data.length > page.rows) footer.appendChild(previous);
+
+    var infoLabel = document.createElement("div");
+    infoLabel.setAttribute("class", "pagedtable-info");
+    infoLabel.setAttribute("title", getLabelInfo());
+    infoLabel.appendChild(document.createTextNode(getLabelInfo()));
+    footer.appendChild(infoLabel);
+
+    var enabledClass = "pagedtable-index-nav";
+    var disabledClass = "pagedtable-index-nav pagedtable-index-nav-disabled";
+    previous.setAttribute("class", page.number <= 0 ? disabledClass : enabledClass);
+    next.setAttribute("class", (page.number + 1) * page.rows >= data.length ? disabledClass : enabledClass);
+  };
+
+  var measuresCell = null;
+
+  var renderMeasures = function() {
+    var measuresTable = document.createElement("table");
+    measuresTable.style.visibility = "hidden";
+    measuresTable.style.position = "absolute";
+    measuresTable.style.whiteSpace = "nowrap";
+    measuresTable.style.height = "auto";
+    measuresTable.style.width = "auto";
+
+    var measuresRow = document.createElement("tr");
+    measuresTable.appendChild(measuresRow);
+
+    measuresCell = document.createElement("td");
+    var sampleString = "ABCDEFGHIJ0123456789";
+    measuresCell.appendChild(document.createTextNode(sampleString));
+
+    measuresRow.appendChild(measuresCell);
+
+    tableDiv.appendChild(measuresTable);
+  }
+
+  me.init = function() {
+    tableDiv = document.createElement("div");
+    pagedTable.appendChild(tableDiv);
+    var pagedTableClass = data.length > 0 ?
+      "pagedtable pagedtable-not-empty" :
+      "pagedtable pagedtable-empty";
+
+    if (columns.total == 0 || (columns.emptyNames() && data.length == 0)) {
+      pagedTableClass = pagedTableClass + " pagedtable-empty-columns";
+    }
+
+    tableDiv.setAttribute("class", pagedTableClass);
+
+    renderMeasures();
+    measurer.calculate(measuresCell);
+    columns.calculateWidths(measurer.measures);
+
+    table = document.createElement("table");
+    table.setAttribute("cellspacing", "0");
+    table.setAttribute("class", "table table-condensed");
+    tableDiv.appendChild(table);
+
+    table.appendChild(document.createElement("thead"));
+
+    var footerDiv = document.createElement("div");
+    footerDiv.setAttribute("class", "pagedtable-footer");
+    tableDiv.appendChild(footerDiv);
+
+    // if the host has not yet provided horizontal space, render hidden
+    if (tableDiv.clientWidth <= 0) {
+      tableDiv.style.opacity = "0";
+    }
+
+    me.render();
+
+    // retry seizing columns later if the host has not provided space
+    function retryFit() {
+      if (tableDiv.clientWidth <= 0) {
+        setTimeout(retryFit, 100);
+      } else {
+        me.render();
+        triggerOnChange();
+      }
+    }
+    if (tableDiv.clientWidth <= 0) {
+      retryFit();
+    }
+  };
+
+  var registerWidths = function() {
+    columns.subset = columns.subset.map(function(column) {
+      column.width = columns.widths[column.name].inner;
+      return column;
+    });
+  };
+
+  var parsePadding = function(value) {
+    return parseInt(value) >= 0 ? parseInt(value) : 0;
+  };
+
+  me.fixedHeight = function() {
+    return options.rows.max != null;
+  }
+
+  me.fitRows = function() {
+    if (me.fixedHeight())
+      return;
+
+    measurer.calculate(measuresCell);
+
+    var rows = options.rows.min !== null ? options.rows.min : 0;
+    var headerHeight = header !== null && header.offsetHeight > 0 ? header.offsetHeight : 0;
+    var footerHeight = footer !== null && footer.offsetHeight > 0 ? footer.offsetHeight : 0;
+
+    if (pagedTable.offsetHeight > 0) {
+      var availableHeight = pagedTable.offsetHeight - headerHeight - footerHeight;
+      rows = Math.floor((availableHeight) / measurer.measures.height);
+    }
+
+    rows = options.rows.min !== null ? Math.max(options.rows.min, rows) : rows;
+
+    page.setRows(rows);
+  }
+
+  // The goal of this function is to add as many columns as possible
+  // starting from left-to-right, when the right most limit is reached
+  // it tries to add columns from the left as well.
+  //
+  // When startBackwards is true columns are added from right-to-left
+  me.fitColumns = function(startBackwards) {
+    measurer.calculate(measuresCell);
+    columns.calculateWidths(measurer.measures);
+
+    if (tableDiv.clientWidth > 0) {
+      tableDiv.style.opacity = 1;
+    }
+
+    var visibleColumns = tableDiv.clientWidth <= 0 ? Math.max(columns.min, 1) : 1;
+    var columnNumber = columns.number;
+    var paddingCount = 0;
+
+    // track a list of added columns as we build the visible ones to allow us
+    // to remove columns when they don't fit anymore.
+    var columnHistory = [];
+
+    var lastTableHeight = 0;
+    var backwards = startBackwards;
+
+    var tableDivStyle = window.getComputedStyle(tableDiv, null);
+    var tableDivPadding = parsePadding(tableDivStyle.paddingLeft) +
+      parsePadding(tableDivStyle.paddingRight);
+
+    var addPaddingCol = false;
+    var currentWidth = 0;
+
+    while (true) {
+      columns.setVisibleColumns(columnNumber, visibleColumns, paddingCount);
+      currentWidth = columns.getWidth();
+
+      if (tableDiv.clientWidth - tableDivPadding < currentWidth) {
+        break;
+      }
+
+      columnHistory.push({
+        columnNumber: columnNumber,
+        visibleColumns: visibleColumns,
+        paddingCount: paddingCount
+      });
+
+      if (columnHistory.length > 100) {
+        console.error("More than 100 tries to fit columns, aborting");
+        break;
+      }
+
+      if (columns.max !== null &&
+        columns.visible + columns.getPaddingCount() >= columns.max) {
+        break;
+      }
+
+      // if we run out of right-columns
+      if (!backwards && columnNumber + columns.visible >= columns.total) {
+        // if we started adding right-columns, try adding left-columns
+        if (!startBackwards && columnNumber > 0) {
+          backwards = true;
+        }
+        else if (columns.min === null || visibleColumns + columns.getPaddingCount() >= columns.min) {
+          break;
+        }
+        else {
+          paddingCount = paddingCount + 1;
+        }
+      }
+
+      // if we run out of left-columns
+      if (backwards && columnNumber == 0) {
+        // if we started adding left-columns, try adding right-columns
+        if (startBackwards && columnNumber + columns.visible < columns.total) {
+          backwards = false;
+        }
+        else if (columns.min === null || visibleColumns + columns.getPaddingCount() >= columns.min) {
+          break;
+        }
+        else {
+          paddingCount = paddingCount + 1;
+        }
+      }
+
+      // when moving backwards try fitting left columns first
+      if (backwards && columnNumber > 0) {
+        columnNumber = columnNumber - 1;
+      }
+
+      if (columnNumber + visibleColumns < columns.total) {
+        visibleColumns = visibleColumns + 1;
+      }
+    }
+
+    var lastRenderableColumn = {
+        columnNumber: columnNumber,
+        visibleColumns: visibleColumns,
+        paddingCount: paddingCount
+    };
+
+    if (columnHistory.length > 0) {
+      lastRenderableColumn = columnHistory[columnHistory.length - 1];
+    }
+
+    columns.setVisibleColumns(
+      lastRenderableColumn.columnNumber,
+      lastRenderableColumn.visibleColumns,
+      lastRenderableColumn.paddingCount);
+
+    if (pagedTable.offsetWidth > 0) {
+      page.setVisiblePages(Math.max(Math.ceil(1.0 * (pagedTable.offsetWidth - 250) / 40), 2));
+    }
+
+    registerWidths();
+  };
+
+  me.fit = function(startBackwards) {
+    me.fitRows();
+    me.fitColumns(startBackwards);
+  }
+
+  me.render = function() {
+    me.fitColumns(false);
+
+    // render header/footer to measure height accurately
+    renderHeader();
+    renderFooter();
+
+    me.fitRows();
+    renderBody();
+
+    // re-render footer to match new rows
+    renderFooter();
+  }
+
+  var resizeLastWidth = -1;
+  var resizeLastHeight = -1;
+  var resizeNewWidth = -1;
+  var resizeNewHeight = -1;
+  var resizePending = false;
+
+  me.resize = function(newWidth, newHeight) {
+
+    function resizeDelayed() {
+      resizePending = false;
+
+      if (
+        (resizeNewWidth !== resizeLastWidth) ||
+        (!me.fixedHeight() && resizeNewHeight !== resizeLastHeight)
+      ) {
+        resizeLastWidth = resizeNewWidth;
+        resizeLastHeight = resizeNewHeight;
+
+        setTimeout(resizeDelayed, 200);
+        resizePending = true;
+      } else {
+        me.render();
+        triggerOnChange();
+
+        resizeLastWidth = -1;
+        resizeLastHeight = -1;
+      }
+    }
+
+    resizeNewWidth = newWidth;
+    resizeNewHeight = newHeight;
+
+    if (!resizePending) resizeDelayed();
+  };
+};
+
+var PagedTableDoc;
+(function (PagedTableDoc) {
+  var allPagedTables = [];
+
+  PagedTableDoc.initAll = function() {
+    allPagedTables = [];
+
+    var pagedTables = [].slice.call(document.querySelectorAll('[data-pagedtable="false"],[data-pagedtable=""]'));
+    pagedTables.forEach(function(pagedTable, idx) {
+      pagedTable.setAttribute("data-pagedtable", "true");
+      pagedTable.setAttribute("pagedtable-page", 0);
+      pagedTable.setAttribute("class", "pagedtable-wrapper");
+
+      var pagedTableInstance = new PagedTable(pagedTable);
+      pagedTableInstance.init();
+
+      allPagedTables.push(pagedTableInstance);
+    });
+  };
+
+  PagedTableDoc.resizeAll = function() {
+    allPagedTables.forEach(function(pagedTable) {
+      pagedTable.render();
+    });
+  };
+
+  window.addEventListener("resize", PagedTableDoc.resizeAll);
+
+  return PagedTableDoc;
+})(PagedTableDoc || (PagedTableDoc = {}));
+
+window.onload = function() {
+  PagedTableDoc.initAll();
+};
+</script>
+
+<style type="text/css">code{white-space: pre;}</style>
+<style type="text/css">
+  pre:not([class]) {
+    background-color: white;
+  }
+</style>
+<script type="text/javascript">
+if (window.hljs) {
+  hljs.configure({languages: []});
+  hljs.initHighlightingOnLoad();
+  if (document.readyState && document.readyState === "complete") {
+    window.setTimeout(function() { hljs.initHighlighting(); }, 0);
+  }
+}
+</script>
+
+
+
+<style type="text/css">
+h1 {
+  font-size: 34px;
+}
+h1.title {
+  font-size: 38px;
+}
+h2 {
+  font-size: 30px;
+}
+h3 {
+  font-size: 24px;
+}
+h4 {
+  font-size: 18px;
+}
+h5 {
+  font-size: 16px;
+}
+h6 {
+  font-size: 12px;
+}
+.table th:not([align]) {
+  text-align: left;
+}
+</style>
+
+
+
+
+<style type="text/css">
+.main-container {
+  max-width: 940px;
+  margin-left: auto;
+  margin-right: auto;
+}
+code {
+  color: inherit;
+  background-color: rgba(0, 0, 0, 0.04);
+}
+img {
+  max-width:100%;
+}
+.tabbed-pane {
+  padding-top: 12px;
+}
+.html-widget {
+  margin-bottom: 20px;
+}
+button.code-folding-btn:focus {
+  outline: none;
+}
+summary {
+  display: list-item;
+}
+</style>
+
+
+
+<!-- tabsets -->
+
+<style type="text/css">
+.tabset-dropdown > .nav-tabs {
+  display: inline-table;
+  max-height: 500px;
+  min-height: 44px;
+  overflow-y: auto;
+  background: white;
+  border: 1px solid #ddd;
+  border-radius: 4px;
+}
+
+.tabset-dropdown > .nav-tabs > li.active:before {
+  content: "";
+  font-family: 'Glyphicons Halflings';
+  display: inline-block;
+  padding: 10px;
+  border-right: 1px solid #ddd;
+}
+
+.tabset-dropdown > .nav-tabs.nav-tabs-open > li.active:before {
+  content: "";
+  border: none;
+}
+
+.tabset-dropdown > .nav-tabs.nav-tabs-open:before {
+  content: "";
+  font-family: 'Glyphicons Halflings';
+  display: inline-block;
+  padding: 10px;
+  border-right: 1px solid #ddd;
+}
+
+.tabset-dropdown > .nav-tabs > li.active {
+  display: block;
+}
+
+.tabset-dropdown > .nav-tabs > li > a,
+.tabset-dropdown > .nav-tabs > li > a:focus,
+.tabset-dropdown > .nav-tabs > li > a:hover {
+  border: none;
+  display: inline-block;
+  border-radius: 4px;
+  background-color: transparent;
+}
+
+.tabset-dropdown > .nav-tabs.nav-tabs-open > li {
+  display: block;
+  float: none;
+}
+
+.tabset-dropdown > .nav-tabs > li {
+  display: none;
+}
+</style>
+
+<!-- code folding -->
+
+
+
+
+</head>
+
+<body>
+
+
+<div class="container-fluid main-container">
+
+
+
+
+<div class="fluid-row" id="header">
+
+
+
+<h1 class="title toc-ignore">500 Analyse Biodiv-RS</h1>
+
+</div>
+
+
+
+
+
+
+
+</div>
+
+<script>
+
+// add bootstrap table styles to pandoc tables
+function bootstrapStylePandocTables() {
+  $('tr.header').parent('thead').parent('table').addClass('table table-condensed');
+}
+$(document).ready(function () {
+  bootstrapStylePandocTables();
+});
+
+
+</script>
+
+<!-- tabsets -->
+
+<script>
+$(document).ready(function () {
+  window.buildTabsets("TOC");
+});
+
+$(document).ready(function () {
+  $('.tabset-dropdown > .nav-tabs > li').click(function () {
+    $(this).parent().toggleClass('nav-tabs-open')
+  });
+});
+</script>
+
+<!-- code folding -->
+
+
+<!-- dynamically load mathjax for compatibility with self-contained -->
+<script>
+  (function () {
+    var script = document.createElement("script");
+    script.type = "text/javascript";
+    script.src  = "https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML";
+    document.getElementsByTagName("head")[0].appendChild(script);
+  })();
+</script>
+
+</body>
+</html>
diff --git a/src/pls_zwischenstand.png b/src/pls_zwischenstand.png
deleted file mode 100644
index 31c8d3e67bc4f9213289dfa42b64b1d08a7ab352..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 14812
zcmdVB2UHYI*C&pE&?ABkh=_nrlSV*62_hh=0U0EU1j&lzC?Fs?H8KQY5Xngqk&I-J
zWFQP#f*@IO1j!E|D0y4o_uKuxvwP0&IeX4OG)+%W_pMu1H&osF-I@q(O%?iMXO2-&
zP|&O5m2@a5s2~aoN-uy4eNss*$)cb*;;gN%tBii7ppc@Vu%?hgPa=hNHG8I)sHiCV
zNQy#Aio#k-3O$KZMD!fj_;WaGXvAnZJ8L+j*Fue$7>yY8O0xbp3u|k%jJ1?Ck!W3g
zh?1go&Kfb!e-89o=o}N{Tv+H_NOCSDd)%*x`O6Ds5%ZVm53?AQ1U*PGg)uROg)t;j
z42c{=IwVR_5Ycx0X^1tknn)Z!EOgc={L8TrWr>oaT>pHK(7!^`VIi4RNG2DO538*y
zs)<t7<A>FU<JE_Uq!<lSj5DbaJ!Ae5qU_NUBr=I~NFo=K$Yc`v5WOWGl1Yb$qvn+3
zM5*yVwH=ZRoymnUWKzr@t|--?;}E4qFXY3+#l=OmCY1Xjsqk=|_@^pz;a?tq>O4IB
z!{G4n&{VoG5tTRQKHkusf`Z}0pZ_E6E_s#|6j%yXB?aAw>B|{WS(9xZ(*^}OYWc-N
zc7<lGb{(X$i>ZleSE}GE`L?f$Cz2ftHB9vUd3XvF*y~y9tVfK54t6bQsP3GdJ8pgH
z;c=Sg>Gol!xn7y86thv@eKPr2V8)}|lLCBNB@a+<Q^Qyi4y06&4F-XA3?fg|T0=On
zwwyi0!*KBs@Y@f`48mm<KJyRWnr2|OD>cm2^W9s4(8dU;iY3h*h0ds8dHPK<SrJ=~
zV4{+{_x~q}o@8`Qo>*tN{GRS_t9d_pS190zp|*!dpfSnR40Dl(0);+DAhc8STF<Yj
zbbiS%S~!ZFR>9`T9R*U_B*&n6N{G$(Z@2q<gFQ)0y)~>{|IbT+7WYe&qnAH?3EPrv
za|Bhz^NvpwJDiryM;k6|Uy#RVvmr%ajv}>`5OZ63_QnO68VcU>TWoS~FVEb#1}jPP
zbZ7Q+_jS<0VlgOn-8EsL|0*REF}vP?Rr&@XJgHq9A>d<f@QJNZUssIcHPG`vZmA*B
z<gShKZ=eF{I7+^BRS6UcMHxslFe2S|{!;&6klban$=PVgLWTX#Br~Z2v$jt>3(P-N
zY2zQF10Y8=2WqJA`F88X_jKojqB8AX2}OeI)AquuYr@@hXRJswl#n;7zY<Qg2T|*k
zu!%IP8`kfrB>uL)lMZlQ=4BjM%25Fj>Qn`SgD?TCVi$x!CR>{SRjI8IKtY-sQUBU-
z2cGQ-@Sa<?YX|~I7*L5Td;f3h`Qr{xS;3hx1ysQ2g|RJFp{QTnG?OPd(4vyg{(pth
z(pWqBRYS!&z|aJ1`TRCl&%c@_3Pgy65-$Z4!z?1iLjTo4EKlcg_&qgzDw22L_`f6>
zN<1$LV3+~J^NDy-RFr5JkHgvBSRQpO&q7YGA|)g$MGFn4D&U{8AqWOh$~cMKE(-z;
zuq}bTp~7=P#M5(FOC$GFNTu9Y0Oq^T0OyMT2h#{CexS?(6{<YpFx@s>eU<}Jcjyfz
zg2G3v|0P8>L@7l9pDd3bQdJ<Zpt?K?KWU^+M%9Q4)EZ>6qJi#GLN{?oA^i*378XEt
zi|Njk5HyGYu=S<B8-z2n6o21*62jPpcZ%{_?z|UydmKI;Ozbz42LQH9p+xO}cdOx>
zCjg{qp)#NY$~2F`Cc(s;W?VhxH@xm^(!!@$fr#~T9>{4tJj&|xk__&TP$E!!D~b;R
z4Z=WJ_bw%>-o+ejiyj-IJu3W`ZVVbm8!ZTm2%w_dDgSGjtBJ(WH_3Y#OcN><26ww<
z;(d6kpz0|6d4vgIOYzf$+fXC>2J4;+CPJv-#s96DR%W+5XE@Rz>SdzBpU3e?gYt{l
zoG@2LDABG5RYf|gk!|Lg#BMC|I+U35R0dL7WI#|K7KxX~|FOvvWt0%sGAHR@T12k&
zjWIxP&MDww0t>)jC>(X>Jtc&J^s&@Pbo77Hex7>>@zQb{5%DA(j(nCUo$OU0RnA^U
zT72e(0=}@yDE#}$K2v!Li!RoZbR35NZDAYPNYOOIe44hyQ29dv1ytJKc?YiH3B&Xf
z7a?`o<IcN5ASlwQ7Cl;{W6ujOY081`>5$)z_i>wgo$t*)3NpG~>bvql6QqQ%<)84Q
z3$TE#9m0daTd0b<u#mvF3-Y8pZf)DzI4a=scV6;(C~kfAQ{y*Z^P216jB4Xim`18V
z6;8Abw+-Xsv<N^<I9ycWl5<m~y;{bL6wnkqH5}5L0zqHrIMjgt*PR)}inM0iPGVtf
z=7UxYu$D^$`EunHTA2nME-oyz#|n6`;BdG;hm4PbC!!mpo5P>?orpJSCP8sqc^hY+
zthNV7b8ot^v-)RjGr6sqsS&_VP;24nZaGc7Xm9wELjt5UH$l?{Lg0*RQ<%|kkiR%=
zGWS=hosi|7P;HROqqmsZZU3JY0e{1<^$jr*ym4Tl^&~yC!aT+a%^Y6-1`RSYmEHQC
ze4DZ{Ijr>!a-qCJ9JnmLoxJ0N)aK)$7E-|CaJf9`m_Rtl<(-IVvxXU+n&&`{Cx07*
z*dc^`79pZ4%$c>qu;J<9>|PA~o6MZb>J)xFhX%SiM-BO{V|s$i{t+xv6~4t>?kJ5g
zgk8&LeC0p^y&Jm*9Z0M!AxOID9Tp+>Y<C^-2@fdph4%^3Zq_Oo)#jbd?4xBg(1dE?
zRam==5~8w3wZ|b1U^Xe?kS8^`#|@^~7TrYT_ydVx;xqEHY6W-8at{^c=QeOnk5&#a
zBoIGnyX~j95J2E-eEgr%@`S$Qa4weoF;ezlP8Vr)3u)NY-wh+i3tb1spqvynO?3R}
zM~<f|kcg7E;5;eRgPW;fPjynPeK7bf{m;m-)=mlI=ei|TMFBREP!MJ8H(LbExBpTg
zSPxOd>cL>(g?cWs-9^yC&IPg5?TQ?yw+%Kr1w60xhOd{tH%$Y3w{tPio$1i>E~#KI
z1B|-T<pe57bfo;MGypXyElbhBKIgnkP8@-@B;zq_UNS*o?{RnrSaaH=fSD3-5PO~#
zXM<c_!+EHQ?kJQ`34Ja5f&5c{aR0J%2xza20U}NUakDVSyI|dq=nlfi5d20pfcbpP
zg9ZMWWaXd=&s={-Wije3&0{I;1i}s$Fjx4utHOiejPQHzMvel<-EwQ*mb8eQUD;$D
zkI?Sp4OH&k%#1VjQ4G+;(B;{5V{US5#K+}emmnfznJxyQZg^(n7_P*$u0QmGoeL>g
zxmcV@G&o^)Sah(_v+LqFzu$HRGhaax!eEXuBH9ZW?_AQu%`c{_5?53S`aKko2?2}f
zsE`V2oi-Ozn!zIww?)1@z&@i7Y|ri|5?RZuTkVq&F-j;A9T&%Vp!{Vb-?t#J>o|O#
zGrHLrvV1^52Oac%Dr>R(NhFAPeYzoVz<vY)uKql71=SOm-W6y^NZV+AlF=gJxjUoC
zC1E<`k~LV)3=8a3tILxPceNNJ8V3OHtub7A$@g=YE+m1f%2c$d!Q;r^$FmUJRw0h8
zOpmtFWtfOO&QH2d5V)Go;^_cd=*qfrwTP@nf|8@;?~ljd-CIcGMN<4biz19dK~axU
z<aJy))B5^yp!<uG-wh2A-(-{DuCS)&)NdV*hTY#iJA*bZ0`a7;iW%BD-BV^aW5^%J
zr8~@UeitmQdx%8EL#@f<@Po#Nn>L3wA;C7Kfm`csi&+to#Pf<uvH_c4JRO)0&-v`$
z62ZhV4C9a<j2SKhxl~A_fZswUoDVm)aFf$Da&eM7-=(vv_)>~@Z#Lgy6J_PK{`BpW
zgW)1Lvr(=J7n#+)i@(k|aGn-cihr>myJvh4dnoIBYp+yX#(`#+X6LyHTg5c5voOuD
zHj6yIffa<SBi8xI-=z<?-z{ene;-SHIy}C6n__F>odZ=P1=bQtvZscewtCAG^{j3X
zigZ5d3A*kryp!{tt0)j}Jl**@x}4)OHRQh~8WkJ{+-0RBYvBhkxQwy)X-=Kgcv}6^
zjFpS~(h*3}?9GnnF~}**h8k*9W#v+uKJ93X5K2r(lbyd1A3v~SYHZ~0WDEuSAE$rl
zZcPX7iu5MmUa*zN6TJ5b&n0zkj}#Bkp74NEONyXiVp&-bF%09qRdO#fNfUqDW=#mA
zY8pldC%ZqHwFBZ5BW@)@s4+RF64@*(6=|*yvVYekY*%V`aRFZ&gFuyAHADNN1@d^?
z3s@c%_|euA2Wt5G!wv$``85?no!^is1zhf%2M5NgVS>k+ngi8EkGVF-U{JugjR}5m
zB8b>(RjoM1HmY-?CjrYNmdJ(~HM%Is4Uf?W&loQ#GwXP;g(ve%;~-nqqeST7!S1dz
z8bG5x2624JX`v-2lule*CYB+uOGRZoWRVLdT^1PE6;e9#y8edl2IIhN)C9mbopcmV
zcex#2$28z;&3Abhlaim9APC)EoKV0Ml9m|<avtYd>D5&#GL$4gy;td`mf;ZoBOje#
zpKGp|*p}7-n86$bNmgN=IX6Ac1LbU_18iP{HaLX6{m1eWzI_N$7h6=4K*vBhW1{XO
z4}3cXxkmR{SefOg2~~{W?Tl;}4!zO|*NagPGMORAi(P5Lv)tsg)q}d*K7#m%cPq~=
z@G1NAT=9SSYFDw-F<&ChIc#aXYpOOMvmKYFC=d8oPcqHe<wu>93tW3cI-K_VC0gdM
zU)a9d*;6?K+-z)A@D&OHo0DW1v#mP!I*C$R%{wDm0DK^C?r=WF-nx?qS?;ESh9p_B
zIa-<LppdBc8eSTS%3@8+=4FShlZIV0yY&iyhbB1i6q@;=Eb#@mV4}w|$q-?e9}1ST
zf=o;ng0meOI$b`u?n7H9C)qnU6=yu8bIRx*Wj3C@fhV9d!;UDc>KwMk;L+Y-weVuu
zWYWtekFtMan~j+u!D>aWh9DvlH0EWRS?t;g9Xj{oOnv+Zq1|$>26YwS=KWyMNQp8H
zOlaly#BtWo%}_uStwF@M?(4`uq|eC5!QWfT_&0660l%2u_m!dxu{pAXAuZR*E4!Q~
zXxu&cnMF4MuH8GCVtitkH-{3^3qV?y>S`$<4OME`jV~wgx+EwP)mC!CFod{rcljwO
zy=zxy2@`xKHo$@5Poi9ZqVJY2YUJvuR#dCI`{USbjBB1r9O&`fkSV*3tjd{5C(gQN
zlE166(KkDmiMxU0nRS?yiv|Z_J2Adv7ZZQjk{c^a1Aok({Y-W7q}7N}7jKJ(=I;vl
z+Uq2?`}4!`4#JfZC#+_-$Dxb{MC@=<k4>k{D=^dwKi>a4-DkJdpsU;lh&`|9#@n(q
zeiYJOj|TE9CsJ9U#H1&{<;>>|R`Jo{mP1K;!9+25jH3((@2Js0A3E9@Evz`c+w;L^
zWR_{yt4JR(ceR0sr@moat*v^h*|ke`VNbIzx2yp(pg)7X!<v_zUwi@hYHw&ts$+gX
z*~$;NmIN}u=>!qf2T)h1Mx&NG#+jmn9|kN8Jyof9T0rEgodSslxOsStPf2qrfw{uM
z%Z&ok923DjH+qLMSx$P{NpzW#+olbCxcgmhPf@lnl=v1D<wh3DQ!>CALnWq}x~Pqx
zR<65N{BVo?X8gFY%fm=Ukm<CAEMm*7cwShV2Q{2ayH?@|V839L=;boN1xWsoCWV56
z3t<?j)K&&g-Y-7`^PGw8!YQTM>MjQna}&`pe`le$0MXvHS}r_(1bUO?2S9C{RG4`c
z;Xwz(p8<x}=*sh-5k?L!z%Yi`wkmef!@Bu`GCFUS3kwp7@%r0L+40X_Esa5YewbOQ
z5Je6}{2?c}o>*;v=?i=h$iIf+n-Uhp3o^ldk%Nu@+%xU=pbiJ%fpJKy&aaFEvfH%^
zv%3pN>l{HGBf*QKMo5ktH`$OrG0&lO#j%HZ=6X6k<QUw14rbT}XM8&1h^*pRi;>nJ
z<|@faM4~5tl{cOE*`kC8e$#i1+wznL(%|z?N#4uJvwM1*;+Qq5BarhmERUhSOR4QU
z^^tKp7!AevLqS8oAaI>-Nz!}H7eX?WM{$DBIJt5=B+{DYu3wDWq4d?9k_6_Tu*eh6
z%UOz|0ZO292M0n-s=f=S_fM8%I$kD<i$WH<2a|73vz<}D3@{o}plZ&TufgU}!;~+X
z->bJw$v~QXG>|CMOj=Sxi8pZbW{En%CCJqU0ly|Gl42dLwD3u!?ech*T0~C@DjrAe
z!MMFzk{!<R!~=s27+&&Q)+;Okn=&E6hzb5Alb)2OK$vWQ?F~0<jPDQl_`XWpXMl$b
ztojjfyKOBSaLvTCRTc3AjA<{Cy=Vwv(`-cBt5V|%*G>iv#qHeg{>+l~DKNdn<VE7<
zRq7}Fn9Es_{@J%-h8CyUCpOB!$TlTxJx-73%#UrgpV+}ir#8QC?<)2r<T=pGGbsW6
z#o43M23Vy4(x%o*GO-{v@AzF$Djk)Dd#<{oio>lFi93a~%$16XIAp<q3ZjQ})%=5q
zvR_e;z1f2YD%goqI_J80f0X*Kub*SwD4r1Eu~(OgBVxuO-L?(_$O~F5-|v?@+y<Wi
zi)~f>?j1I!AQjd*9^|&H(>F7qql|L^H*po}c9vhj`(N-n>hn#lpTYHf|8DvF#F|hv
zhIA|uF4U?$0{fxHDuMOLk#&|XYw$N5j0sm)A>5KX9|dX=e6dO{;U8JvQNRLPA;FVD
zlvn6dtxDq~fUjrxu{j*Dm~a%@6dJK7#6uRHM|q1Wal{o}1x<O<Fow;vt006qI<8Ju
z>3E*sMgabznr}7M@@nEd29kO^0Njmq1PAsPN70~aUy}xxbwLxK9RD~bJen7YJRd>q
z{rU)#qCD#?FFf@-7I&bxAPT}wCsI}`G;^^nX~rAe$c-jdI8Vjky9!}qF~_<6_);yN
z5oY}j(e1ITOc~HUud_GA<{Y|YebmB#3Eg6bYl=j8EkPmxKQh1g_{9ZazJwA<KElAv
zq-|)s;*3EWIHhvWYIlvDh6Hdypx|3oAWl`Dz=sC17v!)lpbF4&1c=~jk?6n74s)oX
zh)Iu>VFXceF?~yf4LTCraK=rR8JfDi&W8m1awF7q$d54=Xo*7-%yy80D^rA`(fLi4
z5NFkhT$1!tsVcftjK?2J-9sm=6m&WBb8DOdqi=}(w0p(V!p75^K>TPl{MLvQ%r4Z0
zqZvPl!Kq|yi%1Ztk!BZ8M6@q<8Ukx({WIvQa4yek^cB|Lk7biEp=KtJ%@Mb)DylV6
z6(EA<`L&|(qaG|Gqvu<ziw;tsAx&d+d51Re2iZIdEG#JJhnLVL#qbq&$p3=+x*hPm
z?VU9*qSb^#8#Lkj^k_^q%&p{mn~jO9@jBBJr;CLPXT_N5GA14>A${9b?(hzIn{l9a
zQU)61=JM+m1_!1B8fzq?P)z0s)Op3&#pRruw%aNTYO0DOi{n^y)_i0Q<y0*p;3o!X
z;r=afMm@T}c?Jc3xGDvp4EHfLGlXZj{Pz-y-JAqQ`Jp_kqXiW3(Bl1F<mxL52&*)P
z0zgNg;Us!vHNwVSP2`~<j2xx|b}zHo5b6SIIJKJ=z6zhm4KmFfLxR9kbop`x9H2vQ
zN6>X1y4sx?lgA5#@0qi0?tnVM;Ck01dh{ij?cb4UU5SH>Vn$dnDG!DtPzWd!wBehQ
zLO@ANP1s1re@D0L#3JL&qr5<6Icliv7!FBJIHQ8UUBV$@QF{R@_Cl?tV7TEl)af)_
zRrIHJ#lcE6va-ue0?QSBZotWGmmaJ?W_~a6%LM)%l^#U2XM*35u}W%3VT+f{1FUJ-
zmh}^`$@l?kyq2N}br@cf7V4k=xGD#Hbt5buMLB9bM@W;`a-o)SKDYQ#;zO7)r3%j2
z-+(J`R_ek9A5}`i%uYc=QwoDjOb3J+0D5$^00vZ-yQFN#D4~_m?r?D3Fo<XwjJg5=
zhk<X;mC#oenRV4D3ZMpxzwN<<C<St-gWQU1tSM~JSz$wFrbz~G%@G%QLOvVjvalTt
z*GhW;KIAdg2=k<$zX)}otb`Kje_CDUj=;7&4JQ`*w*P8MJd~0<8(Wikeq$DZ;@uIk
z*?-<=`@uU0*FlSgov-@~d%6c3OHJ11@kGAq9pHJPMz`t+PATL3JvfyIi+uc~qE*m!
zLaD=bzd|L|Um32IEj>8N%*ZsBYKVXX-k&AI8-s|@8e;M<kSFBvn>QZUIxUoBKgP$$
z&s8nR;bzXXOz)f_yE@<w&XT98_Umd{sHT$wKg};TtH0R^c=S8}L!4{WxJy8DW9A*X
zslJTe>^(WXwJ0O~&)$@WH0FV~_Zp`|e{F~Dd|#*gwRaR+m+kmA0n|M#MKP<`vv%J}
zV^+XMTYmM;M;y@tCfd@-gR`E!cZGwkfZe^>3yMo-@e{y&7nomivD_2&J;y|%Y!|Bn
zewrbU3$ym?@s?`6NgN)Z<X3@2|LEe%2+wfOVZ9a4sIwWHNAM(VeyA@HRvW4*3Do?#
zrSDi$iMc6x1YKsk0XM%v*{3Dt&boMhDqcghGxAtaf5`NU6NjRifVBoec~Srd<FACZ
z6oVG%sbP82Pk~^tm>ru4*89;yql^P`T%ZUoG}U$jz+4U`;+>+2uQKCH%)5;IhgE|l
zgF)OjgM;DJt0xN5JTCCqYAD!w6tI&^uRz!DK}4~?c+pvwnddXZ3+TvUqRhnfhA-64
z#{kPC0sjb41_x3L@i3gVtb}~L)%nOe_2wMUQCJ@Tf(1y)N&G}j3sZJud33g!;8rFz
z05$ZMAsWnG2SYR}R4-j-WQrG*Py)n%o1caH6!0!3SJd&g&0|jykPRmX!x=$DO=TuH
zgA!@EdIZYY(!i^y0f;WP<<g?6UgOJaFxSqfEfv7j;3!mF*BJrM*aZ{i-LFBk8V?B4
z+=$c2Sk;9-oyRGdyP3xT%%xat%LsR^BFvHIKm%c007m4(M;)B#+9S+p%R_uJGnn0>
z_9s-Mgnxnxcv<A<Ek;pXPL5Hc%K;AP@80)9$D)2kYG@lQPchP0MV=*oqC?abNO!3r
z=bA6qfxB(FkI)4y$fQ89xhmuW3(Ty95PKMB&{euM-z?^C+6}bVq!aDMem$9>pwbBx
zm0`zOJ}e3IJ~l=N+?<Xzi!XDB*ImMO9h)d1QResQ?luU~8WgEphj{izdsPW8?`Rn%
zfalRzr9mU)cdkATgiWJxiF*J>I08lBuc!foqfPGcQhdx-HackuAfSyBfDR*CgnI54
z{sjXb9%r*e--}bX(Vn;_NI<TFatin$6u-AW2|b?0wLG?BgeO+-Bb6fAr$uvnQK+uc
zD3^19$1o1GuAUG>UUTAwpgw*<VDuc+@>nn))KFU2h9iruE_W#41CVaLu9>NWLhwBq
z%~0j+VW7El-(euBCJC1#*db4<?92pnX{g{lZIT%kO5g{4)lN<T-%A7e-66i>@RA;*
zG!EGi5rl?JX`x{a^C)6xiSbejn3W_s4)HRISfP&fvoi~n^591vq9Z~E(~Oy2_cARc
zZ5OWV%gbYdp#m_mFB_VQ>}!zM-sAlx05rvc3jK9Qc=vb4C&@K)+&ohpbz|p{N>zD4
zk#y3@5yjq5aibFziz2{Ihq_i18Kqx(4Eml4mfMa2BI=@|Ig#!hUQGUy+Swbjk)VJi
zfcYu%m<_Rwtk1$CvhSuam@c7u$a0oZQNa5+v}Sk&(MBPV>nNX(e?Gr|D$gzt31lhp
zZR%lymwMj4qJdITTMkqRV}_sZHVt8OSka0fT)4$JkaY$@eBwqg6o|)DK^bVWCbf8&
z<1a9qCx62+eCa7MWT$*fkwjpKelRD^%OhhD0tyh(W!>kAr43mA=-<qQF4h=_2zbep
zt_ow3W0uu2tnJAPcpS*20XS&(jCZpH6M2G(mAB;y!indFZNnd!n+1c}URF|Y?tI3$
z43y4^DEUU<5UF`fL>*06K3u}`pavQdc@*KnAUUllDqEI=rt`j`;Y{9bdHfT3yb+q%
zVO1+&1x0%QO=w3ChoCbSKbkpGrG)IzY?Jwge6zo8;t@FY2a<kriVj$7eS#)(qfr1f
z`@a(sM^V+<3S<9+>?|FS@(Ja-#f6E;aAiO#RmDPynhuOi8G<&vJmQkT+GhoPC5o4&
zDUdkE=pps<Sj$rzO&IUYXF0-Jiwl<`lKAzeSTwR%Lav~B$;wR;%hcPsYat>?rAz7Y
z%Q5n#2WXzj4xM|^4<{PP9YE9>yTty}GohzMO)L)z6FUYIC8^<Dg4G!`aR|Pg$flq;
z4gA>);6e+zT7wpJNH+wEC|?luX8Vrj$<UzU&;8%bb%ZFZ5`L)9mI0mQ2almOs2Qz)
zo^GXv)a;v)3)_zSe{l3<;n<(3cu}7(?!;LR+&H*q_K^XzUQP$|`3VFg>boIk!*l@J
zWPCas^6?Lu2p6(lcBdBubi6||Z{n;_$M~*e4d)ZZt*(Aa;BvP+<C6~+J^kBTXs#J+
zsX8}K=emk?4>5GijL!b>^MzJ2i6}(=xA0N;)c?pX{~x8G|F4Ne0tqea<rDDI(ZBl^
zQe>3uBiyVZ`+w!UgTR01yeZ-6f91T<eBJ-Qb~gOyEgAjRK=3mUF~x&(`q!Y`<h;75
z2(_k18|i3nzpW`p9^YmLa@{l6!SdV_2I9(u^L1ft9*S%Jd)o(=I>e6>0?EukFg9xd
zQy1{CA<Z#!gzkkNoX(f1+Mw>vYV+7CRr|?Pb<(HC-TB$NMvmAPTEVcZ3Kyc|6IN!T
z%kD!$`Id0+>ama0yFMTH>Q(&gJB0>lrGN1@2Rv+kgUz%+HfqV4q!0JLIvY6QGA^O1
zps0q7i1hkrb{1b@6P<a4BewmPYnGI0ph8ONxhX%Tm)1`t<|D{IB~!>EX{PD=2Iu^p
z<ysfDxYGwAw~^I|bOP^+Cq~*sp<7k5VlL#gv_Gq)`-Fdl_o*nsMou>~?f^98Yy7(2
z8@~DcUWpJ{)T`UXEhY0({9I1F#OTs`XtVFb<^YzAg?zL+AEu>r`nZU&sJ)$AT#2M{
zz41T=Q_xFiV5t$?sd>FOm3vifsN%K>KSB`5s}*g|@72`U4R7Y{?h*CsQD5Jwj`~^R
z?yb{Km(d_;wVz#ou+7Z9*>~_8!zQ_$&QMkyLVI1vosv;)V);q0DQ-e_wEjot#!S;(
zB#AUim%VY6)ncOJwh=$FSCz+<H7v|i*!*?xo3EGP$iy}G5p`S=%S2l2`HfGF^)ak`
z-oN-{C3>0<6G)iny(wT{s=&iLWC2`lnbKrQ+jjH)^oP!@EOf5DQioG>C4`vtdMuy$
z{W2xlsF&iI;5MbJFFV=c$3mvN;lNbGsqiP}KoV=V|7>pa-oeNwe;?<s2X0^Y&u1nX
z)4fhjDsO#%mDQ}tqrLjdcBt)3k+{P2JMCQQfgBI&E63fgoz>#6ch@<nzRLPwzqNJk
zl)v%=a&$^3YZE9q_f$mu*E3cFO31upvAp!TH@)fPZp>(tj{n)-W!w{Uxsx^P>r^*?
zW{yhyM0HWT+GzSu<j$oyll01fppyx&X7AY<U&wKv|8DG6Bv{Z$np?3vFXe_29AW+G
z`gVE7x$Et+g-evbg2y-+@>W*=TWu!TVbh<Jo7sBoj0QeqqX{Rp)$Lcl9JRSHHShBC
zL^1=fRNYeJRp!T)S%;G@#T%KJbF-@79incSHHW8;g>G&BYSRB+vvzxdHLv0Hd+){X
z_ckII+;vQ^E^ug`?@?`T-#qHi;Z{!?cXOQ%tp7c3kyYWG=BNDqp_JQ7NV4BM1b>b0
zQ-+3I6pL6QXc(FLvXST$tSzix&=;yIWZvg7b8gCg+_`GB!~)+tL0&di3rxe%=><fw
z{?IVwtSBX{>*Tw?N#ck7Ru6Tai{U)nP7bmv{o?TdK6PsC{mUi2z<NsOsHe7Rpxy;O
zx3;A&R?iFKbSo9LP40d}xt>{Qx7F~XiHc9lTV$LUxb?HzTlte3d}Yk{Kj(80e)XVh
zAu;29Gy8=Po^FsKesT5rV)(T8Z>oa5Q^MM73xgRIW(Cy@&MMPG=2N?4fHH&ZKM6Fi
zgb59%0>%EuKi3pjJdaK!u5|Npsgs*fs|`DUI~`Q+8Qyf;emA%2ZYxB1c&f`m4C=Yv
z+brg+JlMd~dGD_1?lq+&7mXfJbG0mP-)Qh5cm+Bo@s^JdIV{x7`r@BTyl2)6=wi(q
zk1U#;@PV6q&R6U0xB85CzN1~tF(qi4gWmN5;>sOT`6SEru&(Ca;wK^XSi|4`PU7b}
zNQM<B<An(|s=R5-F|2D0(z4m@^9KDtJPBvI>Mo5%TRQA5XtiooEgom}V7MBYd2P<D
zw$$dPee<uX-6qB@mwI9MPcHmE9EDwS18pZ3iG8w7HU>jumx@{QikkEHvb}HGIne5s
z@GJ_u{qycx{;BN2I_0U7YIl<Ce3;KyolT<|-ab=pgWoAm%v^4<hLI#zlQ6~T*u5wB
z1IEmBPn}UDoG}<^cl$lhx&D$jt8QLtQ&ckEnIOdE`avneq1ol>{`=xpvHe6%t;+6m
z*(b|7S7)7^o8)=5G*X_$&L8A%-lO_-6<QST`4Z}(!>6?3S$69wX=11aZXi$6+3%Ql
zypN4Y7iZpvU)JDaNe3q4vKGFKtCz~P9`ZiMDzUKa+>WvFX&?1(EY%v^&VLwcHd${)
zKPY9&)5G21el5UOe89MV{CW0z^uCCT6ivxeqJzP`5%XuwzPf2vA4g93N<20%r{r$$
zXi{uoa-g~_+k%j$h1?>aocX7W@vg;9=S?~ts!83i?Ml67V4U!qFUzCyZng;fImVZG
zAzspXn3NroIt58{xyam<Xwmn772#PpuI#p-<YhU_va0tYZfd;8sMK-6tX3vQB!`A^
zgHeaA$@(BkTq`?N$3;f0FFx<>gKw6e`!Ct<c(#Qb*?7J>?_F=1%Y*Z&qmo_LU@Zfc
zzxOv_@9zJY{uB&`onw~tRd^5{F!;8N?iAxyQREim>T7WpH9S4Vq{6)B>JKR{Hl^NW
z1IZC(H}AP{5v?r4Rlc?<F^`P1?YRu{)ukQIDLWxTF@e@sHpgGh>)%OU8<edu3OzBv
zIcT^tAte6zLvd3rmF&I-&f=zN-mq%lYUaqYfBoCLTysK%F4ltJjpk)ZUM?kT;Fa6-
zT?c_wVzcabA1)WELFqR!q{YK^Ia7nJ@x)cGx~HN%OFz?1#XX!(4W)A*WAr(x(+yr*
zSiOrOI3C_A)-4~h5OLUL$zF1IF-YSNT+la9@4Pv_tJXTeaB|E)Z<8f6Dl*ZVU9vlw
zZf5=H;M=$n=f|;oLRr<}B|nT3e+*Rna(x;)@~VL>#g(um!8NVy#xJPre1&^S{Z>+%
zvhriN^QVTaXwyI2je|7APUn}M1udl=O`N%JRPrwFE>+5Q7InrA@3M=md%HTyWHEbi
zmSo>Z%kaA?{Y(5lx#DBHN@}%ZKqQw^;@q4w?aP9r+A>qJN<xQ2Me3JKc|`IHwCTrF
za)m^Fv>wA(f^YTUZ*J$>lL`dZ9LgCqLlp`9y8=?Tt|VNyc^kgE??HQPF>&HV>yMn;
z-|iI_s5K?$`?<Onx^`Z<KLPHJUvyR$iWF27I{b~3IPBzj!QwA#*~}{%K)Ml4SljGV
zvvIy?_v`0zV%%#{eBFGwrI|}1Q}4sGn3!tm;6&zHXR{a)J-Y`qet4zx>6Tx-Rw4^B
zjBRGPUQJUgHPsRa5oN_tr!Ti<bxTu^|9Wv)w(#Cqkr6RD)W4S0CB3tGu#%*arKLPX
z+52O(Av)Fg`sQ{EVUg_%U$#hvx3Vw6@wyJ7k~wOT{mv;Vv8zT?AKfVpwk~@o<cXOP
zwyO0bZOg!``Jk2f=EE)l1vavsXo4^gwt!Aqdj30S`8kDiXY<`soCX9!h!s26Bj>yh
z_E#v$1@mdKc}5iVej#yZ7<c8Avb3I(GJ~txU!BO!*i`7v_`P3hITs`Py)+w)V~(0E
zpr+H5`}yiSb-_~n_9MZ}i5o9Co*#6=FSc7Y&ReqiZRT%seIep{l$!DmW_$C0e|aeO
z2<eLn<g?HB^elU%vQEiUlIY=jtx7HO(Fq6D*xxwmuB85xQCoE#Sm)Rq5{sc{^b3dL
z-CphKo#GlXe}Go`Mv`7L@Oj&p7~`#Z<;V<vQ%eEy*9uh%4Y465O(O2>Y@%_(LaXVW
zWjPCbw1>~thEM5f%7w^YTQ~4N!Ze=b5m0HaeUWS5$pObp^Zq&Cw&rWwtkmOfLV^ZL
ze=1b$%X1S-jD{SiLX*V~L#>l1Gk++Bx=*@1yVEF;QLe?XFqooqDtu)*fr_1M`b*{*
zXI#{-V|>`+&s(oN*TeF(Qxa$CJv<-a?ks%Z4s_7syKUUx*cdonI%(&e5QUfKzYN4V
zKXDnz_IGA<8dp{%i&_k~xAvS!6VO+V-PGw1{B680@+sPnJ-w~2R+|$n&{Cvd7;GK%
zFCQ#q`;0v`&Jocj&g+!_M)X>?)c%A5|I6kY+5@50&nGsPO8kT)9wm>*em@>d&R#3L
zzq`G-o^LBW>8xY%(S4q8oA1Kd+^K%g9<ywf){Nu<vk;D5o^~J34hH)jjkgWwYL`z<
zz|Z|xucqh>e}1ef-1nAd{7{KtR?sW_^;hhgB!M9Lp!{@Q;pAfVP<gmY`OWucxV=3O
z9~~}kv`5GSPFXlxuQh#l{nqBm&{S*E-gIXM(|dF4EuX2j*$YjHII9Jh?qgQsd8?T^
z8gff=7BpA<Dm+!=)IM$V?kV2$Q$Nutss1^^h)qLZ?4%lDIJD2k31$B3eCGKMoQJ~2
z>_+V}$y;v;K9Q-n)}8v9zFaqV6rS1t;;DU$?rT`>4!iX8j<Z89ydw5JPdz{61=9x%
z3kmw<OEn{b-KVFkB!6@|zkU)G0@&366>V<6i=5_2&}x2FA6*!s{+}0hYr}-gH?=O$
zJ*Cd~aPI!fJSaT+$=~hlBg4RZNfU1FAHvurv(`(hqOzr5zv~_Q{=h%htU$BLzu@vc
zKbsc6>RQ>pRu&k)tI1={eVHxNsV^>aCPF`)uxvDze&f+CEk^sfr-<eS-Vw2g`K0DA
z`oAJftcRy-d21$~1&muWCMdW&#+~{6%x1ZqiF2s;{cC6X8&+OB8scq9!W=qOh?wZW
zxL0<?aCGC^%?usaYm64djF^mbt2$I)on>Cyhf9Unn7KQo%I;lkezW>jt7nJ3o?Ojl
zFIv5CXYfVLDY5jR(W6SKhnQK_mCtsY$4jb0f-}uNI@a#B)ypF=Ir?XH!t4ZaFgza5
zw0~nlB6{?yrn1|d?N1K7{e7?HudH?Q634->v%W(>%#TT~HU(KLzB(U+^J(J;9Gf2L
z(>rsT8-1rg|I<76@{=>$y&ik)70$xkGvB_wYM6cT+$b?UZmNMfBkX90VZ9!Q*2+kS
z4JmJV)oYPIp>`~giH1<HMC88OVsh6yD8txoyo7v7N-j<RXvNibhS;nswHqhHCn!!$
z4rN(H$7Xy;PIv^waUMA8UAgS=N{t~!<-y30TTjz{Zm^iO>Lg^m5D!sw!t`e*WRh?6
zD&`8~s|E5ha`;_QQ_GOxWbN)s&#-?Y)%I%3qvwu`S=J-t1(89^D``auK5~z|Mr?0A
z6`J(9k=zo*S`o%m#jDgx|Jqmod^~H85eqriqt?QD`H5;8EU&vYp%=TiV$`h3@r{|C
zmPT0ESj!AfmGWJP{<%FgtjYDpA>jH+j+;^jugYtPPw9_&HoNt`u9rNKGKO){EeuJi
zQp;x-&$iJit9J;~u=<*Fg`wMG?q-%BQrXp=Zwi!a%UPZs<J{UcpHx@O=}<N}>?v8=
zn=QJIm^ckMZZS%UDp#34R%aV8&_2e#RpbMwTeFqb>q~!OzNXnXzw@>E3Aciz#K22G
z<YNUS!X#n2vaiX+rBMv)KFjEgkw<>aI(dm6hY^SR>s10jU5>tV=<~YU@3o)QyJEB)
zq}6g&=Ec}@D<8PV`2O&^Dc{VaZnoBL2OAzy#>)lz5k-pnqc5gvmU8JCiz6BB+x3=B
z6P))Ws_GL@pMOdv`}Nz;q6MZx1)e^74yiIktT2w!=hVnaQOlJd>oKR*38^E!SD9S2
zB$G>oxnvSv)e7EVtWWzjcPO*s-{tg}X{zA#3sDOby-MZ_GghUPGGCZqEo$vb`K`<V
zc5kd=6l9_VBiTf1c+R$rt~n1icp5q7TUGkXCb7#+ISCl$1{}uMx9nDD%~`w5zIA!b
zG*NK+rKiQ4++3<&w$F818VNB{@z2z+^bGH3{M2Sdek>j-U$uK3-pw!my|&xp^2V4<
zQ_-=GPcoZ@K{maL&0uqlVv(d1tyv|1AeD^L2A4&Iao@y>-?cYhw=U|j9{%3aS{IfV
zhy<s#cARu3Ei$YhsaVKLCoxA9?arLK=O(ktYVY}|vCeXuzo<DoMT319tgG{X5k(Uh
z*O<m?#P1td&SNWiv+6>C%v-)q3HxGWi(i(7JDWFpRBPH9(%!V>4=U)+yPSK$@WJs?
z`6Hu8870*pt3E|nzFbHcj7`rcc>*<O@4T>23LTTar^UaHV^y;L%}{3QySvp-!N{o>
zD57wpUo6`J?2g@Q!5bHtS;<Z3Fe>18>EM)JF}CM4ab(pkvlP)cCC%ELHRbxbf!M^u
zf|}Se^WpvE{38`nMGE)j)|nyye4lRWU>0SNOG<e}_y;aQ-m;(bS8MGVagls9S>|$1
z+-E<^5IUP^Bk{~W^<vK%t2!$x?vg}wWOKb?I)zCemQ6@@3d#H4Jee0EV_8%Cb22C|
z>kc<-OSF{MSzarmBg}W&t5+v#D?z{eih?~SOBu&}$>u$SMZy$)-ZrTM%ct3*vsq-t
zEb^{alxHryw(5;1XF|oELGNk@_8YPOh`7b6mL+*UXr@0PQ);EbH^1PGOv!NR3z5Xb
zYSBw>KTbdQqOw2M+&%ZBhcA>k+s_v(y=uCg<LY3dQT(Dj>2Owz>Rb90Jzi6?*FR>;
zL<F$&)jd^Gk;L~4mr|JfvM``x#PA^P!|~%)x*2CwT@r=Diw`bp@j-?^^Bj$TYKask
zmMG<z9{Aqf%l^_ChOg1hNOu2pGN8W5LhmB9EPT?k|3$f7zGS~<g>lt`D)WG(X4>gM
zmr1tMV>%u?Ud6xCa6HiDl@+$f3(mUs*9T8z6t@x*OZurAo#`K$7L+V^H{Hq?$(d}E
zi8`BbF)E8$WB+rll9J}Ukv9!Zy>6rFT&20v8JO>P7-e3Z_=|iON9~KID_%3KtTnna
zhmFUqlkD?xhwzaczVI{_z2Y*3>IZex5#}Z>Iv(4L)w`Uub}xaHFRaHrOIJpiq9YgH
zK1h0L^Wn8yVuAUDA5T<GV@znJy{|9scUVYcR0>Cl_?7a+DqT~}9_ECSzwa<9UTZBv
zEgB4cxn+zmtXB&5MyF&9$^@KRUK4od3stuw+?u^IH12W3Zu25$X$jX!3*)seM)rC~
zMJ2DLwOvQhxJ_#Dwr4&v{XWd7s=4l;!8No%)`BO7B3~X~u5?d-w<j!wymxj-76n%~
z&C{}e3ev?~mq!yqISX$rl{)jqVom|7`tJzxSj%H^a+NeJXr?eY2>*@}x@CKdU0&hl
ze}^0Y*FQx2FNoxSB_Vomu4l-}dGA*koX}i299EIg)YNn~5S~7WijS9QGLgP=9!*)A
zH8!kS>oxjlAI^=ko1=SnneW!^uRjW!?WwvK3RA<gdOeDIjo|loiPh<V?OvP4n=_PF
z!k|bg4{e`j&Q$T)tn`M_GY%HR3=GFWAjN<l@=yDg_G^&_1B?>oNexdfH9XWP)Q%WS
zEV9ZMV0~Ki=NY;iN}H8SoUdF)$M~bp^dCC=v2WQm22Z(#HOc0q<8<=X5Lh1a@o^Qp
tnU#eazQTiklP5j;pMQz>Uj%R<Cp=1K+>??B{PQbKRb@@368KKYe*-ff{R#j8


From 181997fe451bff55751dae1623c755e06ca80a14 Mon Sep 17 00:00:00 2001
From: Thomas Nauss <nauss@staff.uni-marburg.de>
Date: Tue, 14 Jul 2020 17:00:11 +0200
Subject: [PATCH 65/65] Minors

---
 src/600_analyse_biodiv_sr.html | 78 ++++++++++++++++++++++++++++++++--
 1 file changed, 75 insertions(+), 3 deletions(-)

diff --git a/src/600_analyse_biodiv_sr.html b/src/600_analyse_biodiv_sr.html
index 1447cf8..d229841 100644
--- a/src/600_analyse_biodiv_sr.html
+++ b/src/600_analyse_biodiv_sr.html
@@ -11,7 +11,7 @@
 
 
 
-<title>500 Analyse Biodiv-RS</title>
+<title>600 Analyse Biodiv-RS</title>
 
 <script>/*! jQuery v1.11.3 | (c) 2005, 2015 jQuery Foundation, Inc. | jquery.org/license */
 !function(a,b){"object"==typeof module&&"object"==typeof module.exports?module.exports=a.document?b(a,!0):function(a){if(!a.document)throw new Error("jQuery requires a window with a document");return b(a)}:b(a)}("undefined"!=typeof window?window:this,function(a,b){var c=[],d=c.slice,e=c.concat,f=c.push,g=c.indexOf,h={},i=h.toString,j=h.hasOwnProperty,k={},l="1.11.3",m=function(a,b){return new m.fn.init(a,b)},n=/^[\s\uFEFF\xA0]+|[\s\uFEFF\xA0]+$/g,o=/^-ms-/,p=/-([\da-z])/gi,q=function(a,b){return b.toUpperCase()};m.fn=m.prototype={jquery:l,constructor:m,selector:"",length:0,toArray:function(){return d.call(this)},get:function(a){return null!=a?0>a?this[a+this.length]:this[a]:d.call(this)},pushStack:function(a){var b=m.merge(this.constructor(),a);return b.prevObject=this,b.context=this.context,b},each:function(a,b){return m.each(this,a,b)},map:function(a){return this.pushStack(m.map(this,function(b,c){return a.call(b,c,b)}))},slice:function(){return this.pushStack(d.apply(this,arguments))},first:function(){return this.eq(0)},last:function(){return this.eq(-1)},eq:function(a){var b=this.length,c=+a+(0>a?b:0);return this.pushStack(c>=0&&b>c?[this[c]]:[])},end:function(){return this.prevObject||this.constructor(null)},push:f,sort:c.sort,splice:c.splice},m.extend=m.fn.extend=function(){var a,b,c,d,e,f,g=arguments[0]||{},h=1,i=arguments.length,j=!1;for("boolean"==typeof g&&(j=g,g=arguments[h]||{},h++),"object"==typeof g||m.isFunction(g)||(g={}),h===i&&(g=this,h--);i>h;h++)if(null!=(e=arguments[h]))for(d in e)a=g[d],c=e[d],g!==c&&(j&&c&&(m.isPlainObject(c)||(b=m.isArray(c)))?(b?(b=!1,f=a&&m.isArray(a)?a:[]):f=a&&m.isPlainObject(a)?a:{},g[d]=m.extend(j,f,c)):void 0!==c&&(g[d]=c));return g},m.extend({expando:"jQuery"+(l+Math.random()).replace(/\D/g,""),isReady:!0,error:function(a){throw new Error(a)},noop:function(){},isFunction:function(a){return"function"===m.type(a)},isArray:Array.isArray||function(a){return"array"===m.type(a)},isWindow:function(a){return null!=a&&a==a.window},isNumeric:function(a){return!m.isArray(a)&&a-parseFloat(a)+1>=0},isEmptyObject:function(a){var b;for(b in a)return!1;return!0},isPlainObject:function(a){var b;if(!a||"object"!==m.type(a)||a.nodeType||m.isWindow(a))return!1;try{if(a.constructor&&!j.call(a,"constructor")&&!j.call(a.constructor.prototype,"isPrototypeOf"))return!1}catch(c){return!1}if(k.ownLast)for(b in a)return j.call(a,b);for(b in a);return void 0===b||j.call(a,b)},type:function(a){return null==a?a+"":"object"==typeof a||"function"==typeof a?h[i.call(a)]||"object":typeof a},globalEval:function(b){b&&m.trim(b)&&(a.execScript||function(b){a.eval.call(a,b)})(b)},camelCase:function(a){return a.replace(o,"ms-").replace(p,q)},nodeName:function(a,b){return a.nodeName&&a.nodeName.toLowerCase()===b.toLowerCase()},each:function(a,b,c){var d,e=0,f=a.length,g=r(a);if(c){if(g){for(;f>e;e++)if(d=b.apply(a[e],c),d===!1)break}else for(e in a)if(d=b.apply(a[e],c),d===!1)break}else if(g){for(;f>e;e++)if(d=b.call(a[e],e,a[e]),d===!1)break}else for(e in a)if(d=b.call(a[e],e,a[e]),d===!1)break;return a},trim:function(a){return null==a?"":(a+"").replace(n,"")},makeArray:function(a,b){var c=b||[];return null!=a&&(r(Object(a))?m.merge(c,"string"==typeof a?[a]:a):f.call(c,a)),c},inArray:function(a,b,c){var d;if(b){if(g)return g.call(b,a,c);for(d=b.length,c=c?0>c?Math.max(0,d+c):c:0;d>c;c++)if(c in b&&b[c]===a)return c}return-1},merge:function(a,b){var c=+b.length,d=0,e=a.length;while(c>d)a[e++]=b[d++];if(c!==c)while(void 0!==b[d])a[e++]=b[d++];return a.length=e,a},grep:function(a,b,c){for(var d,e=[],f=0,g=a.length,h=!c;g>f;f++)d=!b(a[f],f),d!==h&&e.push(a[f]);return e},map:function(a,b,c){var d,f=0,g=a.length,h=r(a),i=[];if(h)for(;g>f;f++)d=b(a[f],f,c),null!=d&&i.push(d);else for(f in a)d=b(a[f],f,c),null!=d&&i.push(d);return e.apply([],i)},guid:1,proxy:function(a,b){var c,e,f;return"string"==typeof b&&(f=a[b],b=a,a=f),m.isFunction(a)?(c=d.call(arguments,2),e=function(){return a.apply(b||this,c.concat(d.call(arguments)))},e.guid=a.guid=a.guid||m.guid++,e):void 0},now:function(){return+new Date},support:k}),m.each("Boolean Number String Function Array Date RegExp Object Error".split(" "),function(a,b){h["[object "+b+"]"]=b.toLowerCase()});function r(a){var b="length"in a&&a.length,c=m.type(a);return"function"===c||m.isWindow(a)?!1:1===a.nodeType&&b?!0:"array"===c||0===b||"number"==typeof b&&b>0&&b-1 in a}var s=function(a){var b,c,d,e,f,g,h,i,j,k,l,m,n,o,p,q,r,s,t,u="sizzle"+1*new Date,v=a.document,w=0,x=0,y=ha(),z=ha(),A=ha(),B=function(a,b){return a===b&&(l=!0),0},C=1<<31,D={}.hasOwnProperty,E=[],F=E.pop,G=E.push,H=E.push,I=E.slice,J=function(a,b){for(var c=0,d=a.length;d>c;c++)if(a[c]===b)return c;return-1},K="checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped",L="[\\x20\\t\\r\\n\\f]",M="(?:\\\\.|[\\w-]|[^\\x00-\\xa0])+",N=M.replace("w","w#"),O="\\["+L+"*("+M+")(?:"+L+"*([*^$|!~]?=)"+L+"*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|("+N+"))|)"+L+"*\\]",P=":("+M+")(?:\\((('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|((?:\\\\.|[^\\\\()[\\]]|"+O+")*)|.*)\\)|)",Q=new RegExp(L+"+","g"),R=new RegExp("^"+L+"+|((?:^|[^\\\\])(?:\\\\.)*)"+L+"+$","g"),S=new RegExp("^"+L+"*,"+L+"*"),T=new RegExp("^"+L+"*([>+~]|"+L+")"+L+"*"),U=new RegExp("="+L+"*([^\\]'\"]*?)"+L+"*\\]","g"),V=new RegExp(P),W=new RegExp("^"+N+"$"),X={ID:new RegExp("^#("+M+")"),CLASS:new RegExp("^\\.("+M+")"),TAG:new RegExp("^("+M.replace("w","w*")+")"),ATTR:new RegExp("^"+O),PSEUDO:new RegExp("^"+P),CHILD:new RegExp("^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\("+L+"*(even|odd|(([+-]|)(\\d*)n|)"+L+"*(?:([+-]|)"+L+"*(\\d+)|))"+L+"*\\)|)","i"),bool:new RegExp("^(?:"+K+")$","i"),needsContext:new RegExp("^"+L+"*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\("+L+"*((?:-\\d)?\\d*)"+L+"*\\)|)(?=[^-]|$)","i")},Y=/^(?:input|select|textarea|button)$/i,Z=/^h\d$/i,$=/^[^{]+\{\s*\[native \w/,_=/^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/,aa=/[+~]/,ba=/'|\\/g,ca=new RegExp("\\\\([\\da-f]{1,6}"+L+"?|("+L+")|.)","ig"),da=function(a,b,c){var d="0x"+b-65536;return d!==d||c?b:0>d?String.fromCharCode(d+65536):String.fromCharCode(d>>10|55296,1023&d|56320)},ea=function(){m()};try{H.apply(E=I.call(v.childNodes),v.childNodes),E[v.childNodes.length].nodeType}catch(fa){H={apply:E.length?function(a,b){G.apply(a,I.call(b))}:function(a,b){var c=a.length,d=0;while(a[c++]=b[d++]);a.length=c-1}}}function ga(a,b,d,e){var f,h,j,k,l,o,r,s,w,x;if((b?b.ownerDocument||b:v)!==n&&m(b),b=b||n,d=d||[],k=b.nodeType,"string"!=typeof a||!a||1!==k&&9!==k&&11!==k)return d;if(!e&&p){if(11!==k&&(f=_.exec(a)))if(j=f[1]){if(9===k){if(h=b.getElementById(j),!h||!h.parentNode)return d;if(h.id===j)return d.push(h),d}else if(b.ownerDocument&&(h=b.ownerDocument.getElementById(j))&&t(b,h)&&h.id===j)return d.push(h),d}else{if(f[2])return H.apply(d,b.getElementsByTagName(a)),d;if((j=f[3])&&c.getElementsByClassName)return H.apply(d,b.getElementsByClassName(j)),d}if(c.qsa&&(!q||!q.test(a))){if(s=r=u,w=b,x=1!==k&&a,1===k&&"object"!==b.nodeName.toLowerCase()){o=g(a),(r=b.getAttribute("id"))?s=r.replace(ba,"\\$&"):b.setAttribute("id",s),s="[id='"+s+"'] ",l=o.length;while(l--)o[l]=s+ra(o[l]);w=aa.test(a)&&pa(b.parentNode)||b,x=o.join(",")}if(x)try{return H.apply(d,w.querySelectorAll(x)),d}catch(y){}finally{r||b.removeAttribute("id")}}}return i(a.replace(R,"$1"),b,d,e)}function ha(){var a=[];function b(c,e){return a.push(c+" ")>d.cacheLength&&delete b[a.shift()],b[c+" "]=e}return b}function ia(a){return a[u]=!0,a}function ja(a){var b=n.createElement("div");try{return!!a(b)}catch(c){return!1}finally{b.parentNode&&b.parentNode.removeChild(b),b=null}}function ka(a,b){var c=a.split("|"),e=a.length;while(e--)d.attrHandle[c[e]]=b}function la(a,b){var c=b&&a,d=c&&1===a.nodeType&&1===b.nodeType&&(~b.sourceIndex||C)-(~a.sourceIndex||C);if(d)return d;if(c)while(c=c.nextSibling)if(c===b)return-1;return a?1:-1}function ma(a){return function(b){var c=b.nodeName.toLowerCase();return"input"===c&&b.type===a}}function na(a){return function(b){var c=b.nodeName.toLowerCase();return("input"===c||"button"===c)&&b.type===a}}function oa(a){return ia(function(b){return b=+b,ia(function(c,d){var e,f=a([],c.length,b),g=f.length;while(g--)c[e=f[g]]&&(c[e]=!(d[e]=c[e]))})})}function pa(a){return a&&"undefined"!=typeof a.getElementsByTagName&&a}c=ga.support={},f=ga.isXML=function(a){var b=a&&(a.ownerDocument||a).documentElement;return b?"HTML"!==b.nodeName:!1},m=ga.setDocument=function(a){var b,e,g=a?a.ownerDocument||a:v;return g!==n&&9===g.nodeType&&g.documentElement?(n=g,o=g.documentElement,e=g.defaultView,e&&e!==e.top&&(e.addEventListener?e.addEventListener("unload",ea,!1):e.attachEvent&&e.attachEvent("onunload",ea)),p=!f(g),c.attributes=ja(function(a){return a.className="i",!a.getAttribute("className")}),c.getElementsByTagName=ja(function(a){return a.appendChild(g.createComment("")),!a.getElementsByTagName("*").length}),c.getElementsByClassName=$.test(g.getElementsByClassName),c.getById=ja(function(a){return o.appendChild(a).id=u,!g.getElementsByName||!g.getElementsByName(u).length}),c.getById?(d.find.ID=function(a,b){if("undefined"!=typeof b.getElementById&&p){var c=b.getElementById(a);return c&&c.parentNode?[c]:[]}},d.filter.ID=function(a){var b=a.replace(ca,da);return function(a){return a.getAttribute("id")===b}}):(delete d.find.ID,d.filter.ID=function(a){var b=a.replace(ca,da);return function(a){var c="undefined"!=typeof a.getAttributeNode&&a.getAttributeNode("id");return c&&c.value===b}}),d.find.TAG=c.getElementsByTagName?function(a,b){return"undefined"!=typeof b.getElementsByTagName?b.getElementsByTagName(a):c.qsa?b.querySelectorAll(a):void 0}:function(a,b){var c,d=[],e=0,f=b.getElementsByTagName(a);if("*"===a){while(c=f[e++])1===c.nodeType&&d.push(c);return d}return f},d.find.CLASS=c.getElementsByClassName&&function(a,b){return p?b.getElementsByClassName(a):void 0},r=[],q=[],(c.qsa=$.test(g.querySelectorAll))&&(ja(function(a){o.appendChild(a).innerHTML="<a id='"+u+"'></a><select id='"+u+"-\f]' msallowcapture=''><option selected=''></option></select>",a.querySelectorAll("[msallowcapture^='']").length&&q.push("[*^$]="+L+"*(?:''|\"\")"),a.querySelectorAll("[selected]").length||q.push("\\["+L+"*(?:value|"+K+")"),a.querySelectorAll("[id~="+u+"-]").length||q.push("~="),a.querySelectorAll(":checked").length||q.push(":checked"),a.querySelectorAll("a#"+u+"+*").length||q.push(".#.+[+~]")}),ja(function(a){var b=g.createElement("input");b.setAttribute("type","hidden"),a.appendChild(b).setAttribute("name","D"),a.querySelectorAll("[name=d]").length&&q.push("name"+L+"*[*^$|!~]?="),a.querySelectorAll(":enabled").length||q.push(":enabled",":disabled"),a.querySelectorAll("*,:x"),q.push(",.*:")})),(c.matchesSelector=$.test(s=o.matches||o.webkitMatchesSelector||o.mozMatchesSelector||o.oMatchesSelector||o.msMatchesSelector))&&ja(function(a){c.disconnectedMatch=s.call(a,"div"),s.call(a,"[s!='']:x"),r.push("!=",P)}),q=q.length&&new RegExp(q.join("|")),r=r.length&&new RegExp(r.join("|")),b=$.test(o.compareDocumentPosition),t=b||$.test(o.contains)?function(a,b){var c=9===a.nodeType?a.documentElement:a,d=b&&b.parentNode;return a===d||!(!d||1!==d.nodeType||!(c.contains?c.contains(d):a.compareDocumentPosition&&16&a.compareDocumentPosition(d)))}:function(a,b){if(b)while(b=b.parentNode)if(b===a)return!0;return!1},B=b?function(a,b){if(a===b)return l=!0,0;var d=!a.compareDocumentPosition-!b.compareDocumentPosition;return d?d:(d=(a.ownerDocument||a)===(b.ownerDocument||b)?a.compareDocumentPosition(b):1,1&d||!c.sortDetached&&b.compareDocumentPosition(a)===d?a===g||a.ownerDocument===v&&t(v,a)?-1:b===g||b.ownerDocument===v&&t(v,b)?1:k?J(k,a)-J(k,b):0:4&d?-1:1)}:function(a,b){if(a===b)return l=!0,0;var c,d=0,e=a.parentNode,f=b.parentNode,h=[a],i=[b];if(!e||!f)return a===g?-1:b===g?1:e?-1:f?1:k?J(k,a)-J(k,b):0;if(e===f)return la(a,b);c=a;while(c=c.parentNode)h.unshift(c);c=b;while(c=c.parentNode)i.unshift(c);while(h[d]===i[d])d++;return d?la(h[d],i[d]):h[d]===v?-1:i[d]===v?1:0},g):n},ga.matches=function(a,b){return ga(a,null,null,b)},ga.matchesSelector=function(a,b){if((a.ownerDocument||a)!==n&&m(a),b=b.replace(U,"='$1']"),!(!c.matchesSelector||!p||r&&r.test(b)||q&&q.test(b)))try{var d=s.call(a,b);if(d||c.disconnectedMatch||a.document&&11!==a.document.nodeType)return d}catch(e){}return ga(b,n,null,[a]).length>0},ga.contains=function(a,b){return(a.ownerDocument||a)!==n&&m(a),t(a,b)},ga.attr=function(a,b){(a.ownerDocument||a)!==n&&m(a);var e=d.attrHandle[b.toLowerCase()],f=e&&D.call(d.attrHandle,b.toLowerCase())?e(a,b,!p):void 0;return void 0!==f?f:c.attributes||!p?a.getAttribute(b):(f=a.getAttributeNode(b))&&f.specified?f.value:null},ga.error=function(a){throw new Error("Syntax error, unrecognized expression: "+a)},ga.uniqueSort=function(a){var b,d=[],e=0,f=0;if(l=!c.detectDuplicates,k=!c.sortStable&&a.slice(0),a.sort(B),l){while(b=a[f++])b===a[f]&&(e=d.push(f));while(e--)a.splice(d[e],1)}return k=null,a},e=ga.getText=function(a){var b,c="",d=0,f=a.nodeType;if(f){if(1===f||9===f||11===f){if("string"==typeof a.textContent)return a.textContent;for(a=a.firstChild;a;a=a.nextSibling)c+=e(a)}else if(3===f||4===f)return a.nodeValue}else while(b=a[d++])c+=e(b);return c},d=ga.selectors={cacheLength:50,createPseudo:ia,match:X,attrHandle:{},find:{},relative:{">":{dir:"parentNode",first:!0}," ":{dir:"parentNode"},"+":{dir:"previousSibling",first:!0},"~":{dir:"previousSibling"}},preFilter:{ATTR:function(a){return a[1]=a[1].replace(ca,da),a[3]=(a[3]||a[4]||a[5]||"").replace(ca,da),"~="===a[2]&&(a[3]=" "+a[3]+" "),a.slice(0,4)},CHILD:function(a){return a[1]=a[1].toLowerCase(),"nth"===a[1].slice(0,3)?(a[3]||ga.error(a[0]),a[4]=+(a[4]?a[5]+(a[6]||1):2*("even"===a[3]||"odd"===a[3])),a[5]=+(a[7]+a[8]||"odd"===a[3])):a[3]&&ga.error(a[0]),a},PSEUDO:function(a){var b,c=!a[6]&&a[2];return X.CHILD.test(a[0])?null:(a[3]?a[2]=a[4]||a[5]||"":c&&V.test(c)&&(b=g(c,!0))&&(b=c.indexOf(")",c.length-b)-c.length)&&(a[0]=a[0].slice(0,b),a[2]=c.slice(0,b)),a.slice(0,3))}},filter:{TAG:function(a){var b=a.replace(ca,da).toLowerCase();return"*"===a?function(){return!0}:function(a){return a.nodeName&&a.nodeName.toLowerCase()===b}},CLASS:function(a){var b=y[a+" "];return b||(b=new RegExp("(^|"+L+")"+a+"("+L+"|$)"))&&y(a,function(a){return b.test("string"==typeof a.className&&a.className||"undefined"!=typeof a.getAttribute&&a.getAttribute("class")||"")})},ATTR:function(a,b,c){return function(d){var e=ga.attr(d,a);return null==e?"!="===b:b?(e+="","="===b?e===c:"!="===b?e!==c:"^="===b?c&&0===e.indexOf(c):"*="===b?c&&e.indexOf(c)>-1:"$="===b?c&&e.slice(-c.length)===c:"~="===b?(" "+e.replace(Q," ")+" ").indexOf(c)>-1:"|="===b?e===c||e.slice(0,c.length+1)===c+"-":!1):!0}},CHILD:function(a,b,c,d,e){var f="nth"!==a.slice(0,3),g="last"!==a.slice(-4),h="of-type"===b;return 1===d&&0===e?function(a){return!!a.parentNode}:function(b,c,i){var j,k,l,m,n,o,p=f!==g?"nextSibling":"previousSibling",q=b.parentNode,r=h&&b.nodeName.toLowerCase(),s=!i&&!h;if(q){if(f){while(p){l=b;while(l=l[p])if(h?l.nodeName.toLowerCase()===r:1===l.nodeType)return!1;o=p="only"===a&&!o&&"nextSibling"}return!0}if(o=[g?q.firstChild:q.lastChild],g&&s){k=q[u]||(q[u]={}),j=k[a]||[],n=j[0]===w&&j[1],m=j[0]===w&&j[2],l=n&&q.childNodes[n];while(l=++n&&l&&l[p]||(m=n=0)||o.pop())if(1===l.nodeType&&++m&&l===b){k[a]=[w,n,m];break}}else if(s&&(j=(b[u]||(b[u]={}))[a])&&j[0]===w)m=j[1];else while(l=++n&&l&&l[p]||(m=n=0)||o.pop())if((h?l.nodeName.toLowerCase()===r:1===l.nodeType)&&++m&&(s&&((l[u]||(l[u]={}))[a]=[w,m]),l===b))break;return m-=e,m===d||m%d===0&&m/d>=0}}},PSEUDO:function(a,b){var c,e=d.pseudos[a]||d.setFilters[a.toLowerCase()]||ga.error("unsupported pseudo: "+a);return e[u]?e(b):e.length>1?(c=[a,a,"",b],d.setFilters.hasOwnProperty(a.toLowerCase())?ia(function(a,c){var d,f=e(a,b),g=f.length;while(g--)d=J(a,f[g]),a[d]=!(c[d]=f[g])}):function(a){return e(a,0,c)}):e}},pseudos:{not:ia(function(a){var b=[],c=[],d=h(a.replace(R,"$1"));return d[u]?ia(function(a,b,c,e){var f,g=d(a,null,e,[]),h=a.length;while(h--)(f=g[h])&&(a[h]=!(b[h]=f))}):function(a,e,f){return b[0]=a,d(b,null,f,c),b[0]=null,!c.pop()}}),has:ia(function(a){return function(b){return ga(a,b).length>0}}),contains:ia(function(a){return a=a.replace(ca,da),function(b){return(b.textContent||b.innerText||e(b)).indexOf(a)>-1}}),lang:ia(function(a){return W.test(a||"")||ga.error("unsupported lang: "+a),a=a.replace(ca,da).toLowerCase(),function(b){var c;do if(c=p?b.lang:b.getAttribute("xml:lang")||b.getAttribute("lang"))return c=c.toLowerCase(),c===a||0===c.indexOf(a+"-");while((b=b.parentNode)&&1===b.nodeType);return!1}}),target:function(b){var c=a.location&&a.location.hash;return c&&c.slice(1)===b.id},root:function(a){return a===o},focus:function(a){return a===n.activeElement&&(!n.hasFocus||n.hasFocus())&&!!(a.type||a.href||~a.tabIndex)},enabled:function(a){return a.disabled===!1},disabled:function(a){return a.disabled===!0},checked:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&!!a.checked||"option"===b&&!!a.selected},selected:function(a){return a.parentNode&&a.parentNode.selectedIndex,a.selected===!0},empty:function(a){for(a=a.firstChild;a;a=a.nextSibling)if(a.nodeType<6)return!1;return!0},parent:function(a){return!d.pseudos.empty(a)},header:function(a){return Z.test(a.nodeName)},input:function(a){return Y.test(a.nodeName)},button:function(a){var b=a.nodeName.toLowerCase();return"input"===b&&"button"===a.type||"button"===b},text:function(a){var b;return"input"===a.nodeName.toLowerCase()&&"text"===a.type&&(null==(b=a.getAttribute("type"))||"text"===b.toLowerCase())},first:oa(function(){return[0]}),last:oa(function(a,b){return[b-1]}),eq:oa(function(a,b,c){return[0>c?c+b:c]}),even:oa(function(a,b){for(var c=0;b>c;c+=2)a.push(c);return a}),odd:oa(function(a,b){for(var c=1;b>c;c+=2)a.push(c);return a}),lt:oa(function(a,b,c){for(var d=0>c?c+b:c;--d>=0;)a.push(d);return a}),gt:oa(function(a,b,c){for(var d=0>c?c+b:c;++d<b;)a.push(d);return a})}},d.pseudos.nth=d.pseudos.eq;for(b in{radio:!0,checkbox:!0,file:!0,password:!0,image:!0})d.pseudos[b]=ma(b);for(b in{submit:!0,reset:!0})d.pseudos[b]=na(b);function qa(){}qa.prototype=d.filters=d.pseudos,d.setFilters=new qa,g=ga.tokenize=function(a,b){var c,e,f,g,h,i,j,k=z[a+" "];if(k)return b?0:k.slice(0);h=a,i=[],j=d.preFilter;while(h){(!c||(e=S.exec(h)))&&(e&&(h=h.slice(e[0].length)||h),i.push(f=[])),c=!1,(e=T.exec(h))&&(c=e.shift(),f.push({value:c,type:e[0].replace(R," ")}),h=h.slice(c.length));for(g in d.filter)!(e=X[g].exec(h))||j[g]&&!(e=j[g](e))||(c=e.shift(),f.push({value:c,type:g,matches:e}),h=h.slice(c.length));if(!c)break}return b?h.length:h?ga.error(a):z(a,i).slice(0)};function ra(a){for(var b=0,c=a.length,d="";c>b;b++)d+=a[b].value;return d}function sa(a,b,c){var d=b.dir,e=c&&"parentNode"===d,f=x++;return b.first?function(b,c,f){while(b=b[d])if(1===b.nodeType||e)return a(b,c,f)}:function(b,c,g){var h,i,j=[w,f];if(g){while(b=b[d])if((1===b.nodeType||e)&&a(b,c,g))return!0}else while(b=b[d])if(1===b.nodeType||e){if(i=b[u]||(b[u]={}),(h=i[d])&&h[0]===w&&h[1]===f)return j[2]=h[2];if(i[d]=j,j[2]=a(b,c,g))return!0}}}function ta(a){return a.length>1?function(b,c,d){var e=a.length;while(e--)if(!a[e](b,c,d))return!1;return!0}:a[0]}function ua(a,b,c){for(var d=0,e=b.length;e>d;d++)ga(a,b[d],c);return c}function va(a,b,c,d,e){for(var f,g=[],h=0,i=a.length,j=null!=b;i>h;h++)(f=a[h])&&(!c||c(f,d,e))&&(g.push(f),j&&b.push(h));return g}function wa(a,b,c,d,e,f){return d&&!d[u]&&(d=wa(d)),e&&!e[u]&&(e=wa(e,f)),ia(function(f,g,h,i){var j,k,l,m=[],n=[],o=g.length,p=f||ua(b||"*",h.nodeType?[h]:h,[]),q=!a||!f&&b?p:va(p,m,a,h,i),r=c?e||(f?a:o||d)?[]:g:q;if(c&&c(q,r,h,i),d){j=va(r,n),d(j,[],h,i),k=j.length;while(k--)(l=j[k])&&(r[n[k]]=!(q[n[k]]=l))}if(f){if(e||a){if(e){j=[],k=r.length;while(k--)(l=r[k])&&j.push(q[k]=l);e(null,r=[],j,i)}k=r.length;while(k--)(l=r[k])&&(j=e?J(f,l):m[k])>-1&&(f[j]=!(g[j]=l))}}else r=va(r===g?r.splice(o,r.length):r),e?e(null,g,r,i):H.apply(g,r)})}function xa(a){for(var b,c,e,f=a.length,g=d.relative[a[0].type],h=g||d.relative[" "],i=g?1:0,k=sa(function(a){return a===b},h,!0),l=sa(function(a){return J(b,a)>-1},h,!0),m=[function(a,c,d){var e=!g&&(d||c!==j)||((b=c).nodeType?k(a,c,d):l(a,c,d));return b=null,e}];f>i;i++)if(c=d.relative[a[i].type])m=[sa(ta(m),c)];else{if(c=d.filter[a[i].type].apply(null,a[i].matches),c[u]){for(e=++i;f>e;e++)if(d.relative[a[e].type])break;return wa(i>1&&ta(m),i>1&&ra(a.slice(0,i-1).concat({value:" "===a[i-2].type?"*":""})).replace(R,"$1"),c,e>i&&xa(a.slice(i,e)),f>e&&xa(a=a.slice(e)),f>e&&ra(a))}m.push(c)}return ta(m)}function ya(a,b){var c=b.length>0,e=a.length>0,f=function(f,g,h,i,k){var l,m,o,p=0,q="0",r=f&&[],s=[],t=j,u=f||e&&d.find.TAG("*",k),v=w+=null==t?1:Math.random()||.1,x=u.length;for(k&&(j=g!==n&&g);q!==x&&null!=(l=u[q]);q++){if(e&&l){m=0;while(o=a[m++])if(o(l,g,h)){i.push(l);break}k&&(w=v)}c&&((l=!o&&l)&&p--,f&&r.push(l))}if(p+=q,c&&q!==p){m=0;while(o=b[m++])o(r,s,g,h);if(f){if(p>0)while(q--)r[q]||s[q]||(s[q]=F.call(i));s=va(s)}H.apply(i,s),k&&!f&&s.length>0&&p+b.length>1&&ga.uniqueSort(i)}return k&&(w=v,j=t),r};return c?ia(f):f}return h=ga.compile=function(a,b){var c,d=[],e=[],f=A[a+" "];if(!f){b||(b=g(a)),c=b.length;while(c--)f=xa(b[c]),f[u]?d.push(f):e.push(f);f=A(a,ya(e,d)),f.selector=a}return f},i=ga.select=function(a,b,e,f){var i,j,k,l,m,n="function"==typeof a&&a,o=!f&&g(a=n.selector||a);if(e=e||[],1===o.length){if(j=o[0]=o[0].slice(0),j.length>2&&"ID"===(k=j[0]).type&&c.getById&&9===b.nodeType&&p&&d.relative[j[1].type]){if(b=(d.find.ID(k.matches[0].replace(ca,da),b)||[])[0],!b)return e;n&&(b=b.parentNode),a=a.slice(j.shift().value.length)}i=X.needsContext.test(a)?0:j.length;while(i--){if(k=j[i],d.relative[l=k.type])break;if((m=d.find[l])&&(f=m(k.matches[0].replace(ca,da),aa.test(j[0].type)&&pa(b.parentNode)||b))){if(j.splice(i,1),a=f.length&&ra(j),!a)return H.apply(e,f),e;break}}}return(n||h(a,o))(f,b,!p,e,aa.test(a)&&pa(b.parentNode)||b),e},c.sortStable=u.split("").sort(B).join("")===u,c.detectDuplicates=!!l,m(),c.sortDetached=ja(function(a){return 1&a.compareDocumentPosition(n.createElement("div"))}),ja(function(a){return a.innerHTML="<a href='#'></a>","#"===a.firstChild.getAttribute("href")})||ka("type|href|height|width",function(a,b,c){return c?void 0:a.getAttribute(b,"type"===b.toLowerCase()?1:2)}),c.attributes&&ja(function(a){return a.innerHTML="<input/>",a.firstChild.setAttribute("value",""),""===a.firstChild.getAttribute("value")})||ka("value",function(a,b,c){return c||"input"!==a.nodeName.toLowerCase()?void 0:a.defaultValue}),ja(function(a){return null==a.getAttribute("disabled")})||ka(K,function(a,b,c){var d;return c?void 0:a[b]===!0?b.toLowerCase():(d=a.getAttributeNode(b))&&d.specified?d.value:null}),ga}(a);m.find=s,m.expr=s.selectors,m.expr[":"]=m.expr.pseudos,m.unique=s.uniqueSort,m.text=s.getText,m.isXMLDoc=s.isXML,m.contains=s.contains;var t=m.expr.match.needsContext,u=/^<(\w+)\s*\/?>(?:<\/\1>|)$/,v=/^.[^:#\[\.,]*$/;function w(a,b,c){if(m.isFunction(b))return m.grep(a,function(a,d){return!!b.call(a,d,a)!==c});if(b.nodeType)return m.grep(a,function(a){return a===b!==c});if("string"==typeof b){if(v.test(b))return m.filter(b,a,c);b=m.filter(b,a)}return m.grep(a,function(a){return m.inArray(a,b)>=0!==c})}m.filter=function(a,b,c){var d=b[0];return c&&(a=":not("+a+")"),1===b.length&&1===d.nodeType?m.find.matchesSelector(d,a)?[d]:[]:m.find.matches(a,m.grep(b,function(a){return 1===a.nodeType}))},m.fn.extend({find:function(a){var b,c=[],d=this,e=d.length;if("string"!=typeof a)return this.pushStack(m(a).filter(function(){for(b=0;e>b;b++)if(m.contains(d[b],this))return!0}));for(b=0;e>b;b++)m.find(a,d[b],c);return c=this.pushStack(e>1?m.unique(c):c),c.selector=this.selector?this.selector+" "+a:a,c},filter:function(a){return this.pushStack(w(this,a||[],!1))},not:function(a){return this.pushStack(w(this,a||[],!0))},is:function(a){return!!w(this,"string"==typeof a&&t.test(a)?m(a):a||[],!1).length}});var x,y=a.document,z=/^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]*))$/,A=m.fn.init=function(a,b){var c,d;if(!a)return this;if("string"==typeof a){if(c="<"===a.charAt(0)&&">"===a.charAt(a.length-1)&&a.length>=3?[null,a,null]:z.exec(a),!c||!c[1]&&b)return!b||b.jquery?(b||x).find(a):this.constructor(b).find(a);if(c[1]){if(b=b instanceof m?b[0]:b,m.merge(this,m.parseHTML(c[1],b&&b.nodeType?b.ownerDocument||b:y,!0)),u.test(c[1])&&m.isPlainObject(b))for(c in b)m.isFunction(this[c])?this[c](b[c]):this.attr(c,b[c]);return this}if(d=y.getElementById(c[2]),d&&d.parentNode){if(d.id!==c[2])return x.find(a);this.length=1,this[0]=d}return this.context=y,this.selector=a,this}return a.nodeType?(this.context=this[0]=a,this.length=1,this):m.isFunction(a)?"undefined"!=typeof x.ready?x.ready(a):a(m):(void 0!==a.selector&&(this.selector=a.selector,this.context=a.context),m.makeArray(a,this))};A.prototype=m.fn,x=m(y);var B=/^(?:parents|prev(?:Until|All))/,C={children:!0,contents:!0,next:!0,prev:!0};m.extend({dir:function(a,b,c){var d=[],e=a[b];while(e&&9!==e.nodeType&&(void 0===c||1!==e.nodeType||!m(e).is(c)))1===e.nodeType&&d.push(e),e=e[b];return d},sibling:function(a,b){for(var c=[];a;a=a.nextSibling)1===a.nodeType&&a!==b&&c.push(a);return c}}),m.fn.extend({has:function(a){var b,c=m(a,this),d=c.length;return this.filter(function(){for(b=0;d>b;b++)if(m.contains(this,c[b]))return!0})},closest:function(a,b){for(var c,d=0,e=this.length,f=[],g=t.test(a)||"string"!=typeof a?m(a,b||this.context):0;e>d;d++)for(c=this[d];c&&c!==b;c=c.parentNode)if(c.nodeType<11&&(g?g.index(c)>-1:1===c.nodeType&&m.find.matchesSelector(c,a))){f.push(c);break}return this.pushStack(f.length>1?m.unique(f):f)},index:function(a){return a?"string"==typeof a?m.inArray(this[0],m(a)):m.inArray(a.jquery?a[0]:a,this):this[0]&&this[0].parentNode?this.first().prevAll().length:-1},add:function(a,b){return this.pushStack(m.unique(m.merge(this.get(),m(a,b))))},addBack:function(a){return this.add(null==a?this.prevObject:this.prevObject.filter(a))}});function D(a,b){do a=a[b];while(a&&1!==a.nodeType);return a}m.each({parent:function(a){var b=a.parentNode;return b&&11!==b.nodeType?b:null},parents:function(a){return m.dir(a,"parentNode")},parentsUntil:function(a,b,c){return m.dir(a,"parentNode",c)},next:function(a){return D(a,"nextSibling")},prev:function(a){return D(a,"previousSibling")},nextAll:function(a){return m.dir(a,"nextSibling")},prevAll:function(a){return m.dir(a,"previousSibling")},nextUntil:function(a,b,c){return m.dir(a,"nextSibling",c)},prevUntil:function(a,b,c){return m.dir(a,"previousSibling",c)},siblings:function(a){return m.sibling((a.parentNode||{}).firstChild,a)},children:function(a){return m.sibling(a.firstChild)},contents:function(a){return m.nodeName(a,"iframe")?a.contentDocument||a.contentWindow.document:m.merge([],a.childNodes)}},function(a,b){m.fn[a]=function(c,d){var e=m.map(this,b,c);return"Until"!==a.slice(-5)&&(d=c),d&&"string"==typeof d&&(e=m.filter(d,e)),this.length>1&&(C[a]||(e=m.unique(e)),B.test(a)&&(e=e.reverse())),this.pushStack(e)}});var E=/\S+/g,F={};function G(a){var b=F[a]={};return m.each(a.match(E)||[],function(a,c){b[c]=!0}),b}m.Callbacks=function(a){a="string"==typeof a?F[a]||G(a):m.extend({},a);var b,c,d,e,f,g,h=[],i=!a.once&&[],j=function(l){for(c=a.memory&&l,d=!0,f=g||0,g=0,e=h.length,b=!0;h&&e>f;f++)if(h[f].apply(l[0],l[1])===!1&&a.stopOnFalse){c=!1;break}b=!1,h&&(i?i.length&&j(i.shift()):c?h=[]:k.disable())},k={add:function(){if(h){var d=h.length;!function f(b){m.each(b,function(b,c){var d=m.type(c);"function"===d?a.unique&&k.has(c)||h.push(c):c&&c.length&&"string"!==d&&f(c)})}(arguments),b?e=h.length:c&&(g=d,j(c))}return this},remove:function(){return h&&m.each(arguments,function(a,c){var d;while((d=m.inArray(c,h,d))>-1)h.splice(d,1),b&&(e>=d&&e--,f>=d&&f--)}),this},has:function(a){return a?m.inArray(a,h)>-1:!(!h||!h.length)},empty:function(){return h=[],e=0,this},disable:function(){return h=i=c=void 0,this},disabled:function(){return!h},lock:function(){return i=void 0,c||k.disable(),this},locked:function(){return!i},fireWith:function(a,c){return!h||d&&!i||(c=c||[],c=[a,c.slice?c.slice():c],b?i.push(c):j(c)),this},fire:function(){return k.fireWith(this,arguments),this},fired:function(){return!!d}};return k},m.extend({Deferred:function(a){var b=[["resolve","done",m.Callbacks("once memory"),"resolved"],["reject","fail",m.Callbacks("once memory"),"rejected"],["notify","progress",m.Callbacks("memory")]],c="pending",d={state:function(){return c},always:function(){return e.done(arguments).fail(arguments),this},then:function(){var a=arguments;return m.Deferred(function(c){m.each(b,function(b,f){var g=m.isFunction(a[b])&&a[b];e[f[1]](function(){var a=g&&g.apply(this,arguments);a&&m.isFunction(a.promise)?a.promise().done(c.resolve).fail(c.reject).progress(c.notify):c[f[0]+"With"](this===d?c.promise():this,g?[a]:arguments)})}),a=null}).promise()},promise:function(a){return null!=a?m.extend(a,d):d}},e={};return d.pipe=d.then,m.each(b,function(a,f){var g=f[2],h=f[3];d[f[1]]=g.add,h&&g.add(function(){c=h},b[1^a][2].disable,b[2][2].lock),e[f[0]]=function(){return e[f[0]+"With"](this===e?d:this,arguments),this},e[f[0]+"With"]=g.fireWith}),d.promise(e),a&&a.call(e,e),e},when:function(a){var b=0,c=d.call(arguments),e=c.length,f=1!==e||a&&m.isFunction(a.promise)?e:0,g=1===f?a:m.Deferred(),h=function(a,b,c){return function(e){b[a]=this,c[a]=arguments.length>1?d.call(arguments):e,c===i?g.notifyWith(b,c):--f||g.resolveWith(b,c)}},i,j,k;if(e>1)for(i=new Array(e),j=new Array(e),k=new Array(e);e>b;b++)c[b]&&m.isFunction(c[b].promise)?c[b].promise().done(h(b,k,c)).fail(g.reject).progress(h(b,j,i)):--f;return f||g.resolveWith(k,c),g.promise()}});var H;m.fn.ready=function(a){return m.ready.promise().done(a),this},m.extend({isReady:!1,readyWait:1,holdReady:function(a){a?m.readyWait++:m.ready(!0)},ready:function(a){if(a===!0?!--m.readyWait:!m.isReady){if(!y.body)return setTimeout(m.ready);m.isReady=!0,a!==!0&&--m.readyWait>0||(H.resolveWith(y,[m]),m.fn.triggerHandler&&(m(y).triggerHandler("ready"),m(y).off("ready")))}}});function I(){y.addEventListener?(y.removeEventListener("DOMContentLoaded",J,!1),a.removeEventListener("load",J,!1)):(y.detachEvent("onreadystatechange",J),a.detachEvent("onload",J))}function J(){(y.addEventListener||"load"===event.type||"complete"===y.readyState)&&(I(),m.ready())}m.ready.promise=function(b){if(!H)if(H=m.Deferred(),"complete"===y.readyState)setTimeout(m.ready);else if(y.addEventListener)y.addEventListener("DOMContentLoaded",J,!1),a.addEventListener("load",J,!1);else{y.attachEvent("onreadystatechange",J),a.attachEvent("onload",J);var c=!1;try{c=null==a.frameElement&&y.documentElement}catch(d){}c&&c.doScroll&&!function e(){if(!m.isReady){try{c.doScroll("left")}catch(a){return setTimeout(e,50)}I(),m.ready()}}()}return H.promise(b)};var K="undefined",L;for(L in m(k))break;k.ownLast="0"!==L,k.inlineBlockNeedsLayout=!1,m(function(){var a,b,c,d;c=y.getElementsByTagName("body")[0],c&&c.style&&(b=y.createElement("div"),d=y.createElement("div"),d.style.cssText="position:absolute;border:0;width:0;height:0;top:0;left:-9999px",c.appendChild(d).appendChild(b),typeof b.style.zoom!==K&&(b.style.cssText="display:inline;margin:0;border:0;padding:1px;width:1px;zoom:1",k.inlineBlockNeedsLayout=a=3===b.offsetWidth,a&&(c.style.zoom=1)),c.removeChild(d))}),function(){var a=y.createElement("div");if(null==k.deleteExpando){k.deleteExpando=!0;try{delete a.test}catch(b){k.deleteExpando=!1}}a=null}(),m.acceptData=function(a){var b=m.noData[(a.nodeName+" ").toLowerCase()],c=+a.nodeType||1;return 1!==c&&9!==c?!1:!b||b!==!0&&a.getAttribute("classid")===b};var M=/^(?:\{[\w\W]*\}|\[[\w\W]*\])$/,N=/([A-Z])/g;function O(a,b,c){if(void 0===c&&1===a.nodeType){var d="data-"+b.replace(N,"-$1").toLowerCase();if(c=a.getAttribute(d),"string"==typeof c){try{c="true"===c?!0:"false"===c?!1:"null"===c?null:+c+""===c?+c:M.test(c)?m.parseJSON(c):c}catch(e){}m.data(a,b,c)}else c=void 0}return c}function P(a){var b;for(b in a)if(("data"!==b||!m.isEmptyObject(a[b]))&&"toJSON"!==b)return!1;
@@ -1632,12 +1632,84 @@
 
 
 
-<h1 class="title toc-ignore">500 Analyse Biodiv-RS</h1>
+<h1 class="title toc-ignore">600 Analyse Biodiv-RS</h1>
 
 </div>
 
 
-
+<p>Lable colors in the first tow boxplots have the following meaning: blue = LiDAR is better than hyperspectral observations, green = hyperspectral is better, black = prediction using elevation is better.</p>
+<pre class="r"><code>best_model_gam$best_model_table</code></pre>
+<pre><code>## 
+## gam_elev gam_elui 
+##       10       17</code></pre>
+<pre class="r"><code>best_model_pls_incl_gam$best_model_table</code></pre>
+<pre><code>## 
+## pls_eldr pls_elsp pls_esld pls_lidr pls_spec pls_splr 
+##        2        2        2        1        3       17</code></pre>
+<pre class="r"><code>best_model_pls_single$best_model_table</code></pre>
+<pre><code>## 
+## pls_kmra pls_lidr pls_spec 
+##        1        9       17</code></pre>
+<pre class="r"><code>best_model_pls_single_incl_gam$best_model_table</code></pre>
+<pre><code>## 
+## gam_elev gam_elui pls_lidr pls_spec 
+##        1        3        8       15</code></pre>
+<pre class="r"><code>best_model_rf_incl_gam$best_model_table</code></pre>
+<pre><code>## 
+## rf_eldr rf_elsp rf_esld rf_spec rf_splr 
+##       1       3       7       3      13</code></pre>
+<pre class="r"><code>best_model_rf_single$best_model_table</code></pre>
+<pre><code>## 
+## rf_lidr rf_spec 
+##       9      18</code></pre>
+<pre class="r"><code>best_model_rf_single_incl_gam$best_model_table</code></pre>
+<pre><code>## 
+## gam_elev gam_elui  rf_lidr  rf_spec 
+##        1        1        8       17</code></pre>
+<pre class="r"><code>lbl_color &lt;- best_model_pls_single_incl_gam$best_model[, c(&quot;resp&quot;, &quot;ptype&quot;)]
+lbl_color$color = &quot;black&quot;
+lbl_color$color[lbl_color$ptype == &quot;lidr&quot;] = &quot;blue&quot;
+lbl_color$color[lbl_color$ptype == &quot;spec&quot;] = &quot;darkgreen&quot;
+
+ggplot(
+  data = model_sr_m[model_sr_m$mptype %in% pls_models_single| model_sr_m$mptype %in% gam_models, ],
+  aes(x = resp, y = RMSE_normSD, fill = mptype)
+) +
+  geom_boxplot() +
+  geom_hline(yintercept = c(0.5, 1), linetype = &quot;dashed&quot;, color = &quot;black&quot;) +
+  scale_fill_brewer(palette = &quot;Dark2&quot;) +
+  theme_bw() +
+  theme(axis.text.x = element_text(angle = 45, hjust = 1, colour  = lbl_color$color)) +
+  labs(list(x = &quot;Species groups&quot;, y = &quot;RMSEn&quot;, fill = &quot;Model set&quot;))</code></pre>
+<pre><code>## Warning: Vectorized input to `element_text()` is not officially supported.
+## Results may be unexpected or may change in future versions of ggplot2.</code></pre>
+<p><img src="data:image/png;base64,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" width="672" /></p>
+<pre class="r"><code>lbl_color &lt;- best_model_rf_single_incl_gam$best_model[, c(&quot;resp&quot;, &quot;ptype&quot;)]
+lbl_color$color = &quot;black&quot;
+lbl_color$color[lbl_color$ptype == &quot;lidr&quot;] = &quot;blue&quot;
+lbl_color$color[lbl_color$ptype == &quot;spec&quot;] = &quot;darkgreen&quot;
+
+ggplot(
+  data = model_sr_m[model_sr_m$mptype %in% rf_models_single| model_sr_m$mptype %in% gam_models, ],
+  aes(x = resp, y = RMSE_normSD, fill = mptype)
+) +
+  geom_boxplot() +
+  geom_hline(yintercept = c(0.5, 1), linetype = &quot;dashed&quot;, color = &quot;black&quot;) +
+  scale_fill_brewer(palette = &quot;Dark2&quot;) +
+  theme_bw() +
+  theme(axis.text.x = element_text(angle = 45, hjust = 1, colour  = lbl_color$color)) +
+  labs(list(x = &quot;Species groups&quot;, y = &quot;RMSEn&quot;, fill = &quot;Model set&quot;))</code></pre>
+<pre><code>## Warning: Vectorized input to `element_text()` is not officially supported.
+## Results may be unexpected or may change in future versions of ggplot2.</code></pre>
+<p><img src="data:image/png;base64,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" width="672" /></p>
+<pre class="r"><code>ggplot(data = rbind(model_sr_m[(model_sr_m$mptype == &quot;gam_elui&quot; | model_sr_m$mptype == &quot;gam_elev&quot; | model_sr_m$mptype == &quot;pls_spec&quot; | model_sr_m$mptype == &quot;pls_lidr&quot; | model_sr_m$mptype == &quot;pls_elui&quot; | model_sr_m$mptype == &quot;rf_spec&quot; | model_sr_m$mptype == &quot;rf_lidr&quot; | model_sr_m$mptype == &quot;rf_elui&quot;) &amp; model_sr_m$Resample != &quot;Mean&quot;, ]), aes(x = resp, y = RMSE_normSD, fill = mptype)) +
+  geom_boxplot() +
+  geom_hline(yintercept = c(0.5, 1), linetype = &quot;dashed&quot;, color = &quot;black&quot;) +
+  scale_fill_brewer(palette = &quot;Dark2&quot;) +
+  theme_bw() +
+  theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
+  labs(list(x = &quot;Species groups&quot;, y = &quot;RMSEn&quot;, fill = &quot;Model set&quot;))</code></pre>
+<p><img src="data:image/png;base64,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" width="672" /></p>