diff --git a/.gitignore b/.gitignore index 44bf301..f1d6f75 100644 --- a/.gitignore +++ b/.gitignore @@ -11,3 +11,6 @@ __pycache__/ # Coverage .coverage + +# Pipeline output data (HDF5 results, large arrays) +examples/results/ diff --git a/Untitled.ipynb b/Untitled.ipynb index 276d11a..ff07978 100644 --- a/Untitled.ipynb +++ b/Untitled.ipynb @@ -1,139 +1,9 @@ { "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "7e0a1ad9-8bf2-4d09-abc1-ed6169057266", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Runs processed: 3\n", - " Run 0: time_binned shape = (40, 705)\n", - " Run 1: time_binned shape = (40, 705)\n", - " Run 2: time_binned shape = (40, 705)\n" - ] - } - ], - "source": [ - "from XSpect import Pipeline\n", - "p = Pipeline.from_yaml('examples/mfxl1027922_ultrafast_xes.yaml')\n", - "p.run(cores=4, batch_size=500)\n", - "print(f'Runs processed: {len(p.analyzed_runs)}')\n", - "for i, run in enumerate(p.analyzed_runs):\n", - " print(f' Run {i}: time_binned shape = {run.epix_ROI_1_simultaneous_laser_time_binned.shape}')" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "b4d66df1-805a-415f-b99b-5352e58fc23c", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "SV1 fraction: 88.8%\n", - "Diff range: [-0.0066, 0.0036]\n" - ] - }, - { - "data": { - "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "# Combine time-binned spectra across all runs (matches v.combine_spectra)\n", - "laser_on = np.zeros((40, 705))\n", - "laser_off = np.zeros((40, 705))\n", - "for run in p.analyzed_runs:\n", - " laser_on += run.epix_ROI_1_simultaneous_laser_time_binned\n", - " laser_off += run.epix_ROI_1_xray_not_laser_time_binned\n", - "\n", - "# Use avg_all_laser_off approach for better SNR\n", - "# (matches XSpect_Visualization.combine_spectra with sub_mode='avg_all_laser_off')\n", - "# This averages all laser-off time bins into a single reference spectrum,\n", - "# eliminating the shot-count modulation noise in low-statistics laser-off bins\n", - "norm_laser_on = np.nansum(laser_on, axis=1)\n", - "laser_on_norm = np.divide(laser_on.T, norm_laser_on).T\n", - "\n", - "laser_off_t_sum = np.nansum(laser_off, axis=0)\n", - "laser_off_tiled = np.tile(laser_off_t_sum, (laser_off.shape[0], 1))\n", - "norm_factor = np.divide(np.nansum(laser_on_norm), np.nansum(laser_off_tiled))\n", - "laser_off_norm = norm_factor * laser_off_tiled\n", - "\n", - "diff = laser_on_norm - laser_off_norm\n", - "energy = p.analyzed_runs[0].kbeta_energy\n", - "time_bins = np.linspace(-0.9, 0.9, 40)\n", - "\n", - "# SVD reconstruction (2 components, matches reference cell 10)\n", - "U, s, Vt = np.linalg.svd(diff[2:], full_matrices=False)\n", - "nsvd = 2\n", - "diff_svd = U[:, :nsvd] @ np.diag(s[:nsvd]) @ Vt[:nsvd, :]\n", - "plotmax = np.max(np.abs(diff_svd))\n", - "contlevels = np.linspace(-plotmax, plotmax, 50)\n", - "\n", - "print(f\"SV1 fraction: {s[0]**2/np.sum(s**2)*100:.1f}%\")\n", - "print(f\"Diff range: [{diff.min():.4f}, {diff.max():.4f}]\")\n", - "\n", - "fig, axes = plt.subplots(1, 2, figsize=(14, 5))\n", - "\n", - "# Left: raw difference spectrum (matches v.plot_2d_difference_spectrum)\n", - "ax = axes[0]\n", - "im = ax.imshow(diff.T, cmap='RdBu', vmin=-0.006, vmax=0.004, origin='lower', aspect='auto')\n", - "ax.set_xlabel('Time bin')\n", - "ax.set_ylabel('Pixel')\n", - "ax.set_title('Raw difference (on - off)')\n", - "plt.colorbar(im, ax=ax)\n", - "\n", - "# Right: SVD reconstruction (matches reference cell 10)\n", - "ax = axes[1]\n", - "cf = ax.contourf(energy, time_bins[2:], diff_svd, contlevels, cmap='RdBu')\n", - "ax.set_xlabel('Energy (eV)')\n", - "ax.set_ylabel('Time (ps)')\n", - "ax.set_title(f'SVD Reconstruction (n={nsvd})')\n", - "plt.colorbar(cf, ax=ax)\n", - "\n", - "plt.tight_layout()\n", - "plt.show()\n", - "\n", - "# Kinetic trace (matches reference cell 8)\n", - "fig2, ax2 = plt.subplots(figsize=(6, 4))\n", - "kin = np.nansum(np.abs(diff[2:, 340:368]), axis=1)\n", - "ax2.plot(time_bins[2:], kin, 'o-')\n", - "ax2.set_xlabel('Time (ps)')\n", - "ax2.set_ylabel(r'$\\Delta$ XES')\n", - "ax2.set_title('Kinetic trace (pixels 340-368)')\n", - "plt.tight_layout()\n", - "plt.show()" - ] - }, { "cell_type": "code", "execution_count": null, - "id": "51b88249-aae2-4690-8b1e-e8f977c078f9", + "id": "6431c579-9c18-4fcc-b077-8e1c4fc2ca5d", "metadata": {}, "outputs": [], "source": [] diff --git a/XSpect/XSpect_Processor/XSpectDetectorProcessor.py b/XSpect/XSpect_Processor/XSpectDetectorProcessor.py index 14075ea..7067be6 100644 --- a/XSpect/XSpect_Processor/XSpectDetectorProcessor.py +++ b/XSpect/XSpect_Processor/XSpectDetectorProcessor.py @@ -4,12 +4,13 @@ import matplotlib.pyplot as plt from sklearn.cluster import DBSCAN + class XSpectDetectorProcessor: """ - Processor for 2D detector data to perform image normalization, edge detection, + Processor for 2D detector data to perform image normalization, edge detection, and alignment of signals. """ - + def __init__(self, image): """ Initialize the processor with the image. @@ -23,7 +24,7 @@ def __init__(self, image): self.image_8bit = self.normalize_to_8bit(image) self.edges = None self.aligned_image = None - + def normalize_to_8bit(self, image): """ Normalize image data to 8-bit range [0, 255]. @@ -46,7 +47,7 @@ def normalize_to_8bit(self, image): # Convert to 8-bit values image_8bit = normalized_image.astype(np.uint8) - + return image_8bit def detect_edges(self, low_threshold=30, high_threshold=100): @@ -68,7 +69,6 @@ def detect_edges(self, low_threshold=30, high_threshold=100): self.edges = cv2.Canny(self.image_8bit, low_threshold, high_threshold) return self.edges - def find_optimal_rotation_angle(self): """ Calculate the optimal rotation angle to align the signals. @@ -77,7 +77,7 @@ def find_optimal_rotation_angle(self): ------- float Optimal rotation angle in degrees. - + Raises ------ ValueError @@ -85,48 +85,47 @@ def find_optimal_rotation_angle(self): """ if self.edges is None: raise ValueError("Edges have not been detected. Call `detect_edges` first.") - + # Find all non-zero (signal) pixels non_zero_coords = np.column_stack(np.nonzero(self.edges)) - - #Identifying multiple XES edges. + + # Identifying multiple XES edges. clustering = DBSCAN(eps=5, min_samples=10).fit(non_zero_coords) labels = clustering.labels_ - + unique_labels = set(labels) angles = [] - + cluster_sizes = [] + for label in unique_labels: if label == -1: # -1 indicates noise continue - + cluster_coords = non_zero_coords[labels == label] - + mean = np.mean(cluster_coords, axis=0) centered_coords = cluster_coords - mean covariance_matrix = np.cov(centered_coords, rowvar=False) eigenvalues, eigenvectors = np.linalg.eigh(covariance_matrix) - - + principal_vector = eigenvectors[:, np.argmax(eigenvalues)] - - - angle = np.arctan2(principal_vector[1], principal_vector[0]) - - + + angle = np.arctan2(principal_vector[0], principal_vector[1]) + angle_degrees = np.degrees(angle) angles.append(angle_degrees) + cluster_sizes.append(len(cluster_coords)) + + # Weight by cluster size so small artifacts don't bias the result + optimal_angle = float(np.average(angles, weights=cluster_sizes)) + self.angles = angles - - optimal_angle = np.mean(angles) - self.angles=angles - if optimal_angle > 90: optimal_angle -= 180 elif optimal_angle < -90: optimal_angle += 180 - + return optimal_angle def align_image(self): @@ -141,7 +140,7 @@ def align_image(self): optimal_angle = self.find_optimal_rotation_angle() self.aligned_image = rotate(self.image, -optimal_angle, reshape=False) return self.aligned_image - + def plot_images(self): """ Plot the original image, edge-detected image, and aligned image. @@ -155,22 +154,22 @@ def plot_images(self): raise ValueError("Edges have not been detected. Call `detect_edges` first.") if self.aligned_image is None: raise ValueError("Image has not been aligned. Call `align_image` first.") - - fig, axes = plt.subplots(1, 3, figsize=(9, 3),dpi=100) - + + fig, axes = plt.subplots(1, 3, figsize=(9, 3), dpi=100) + # Original image - axes[0].imshow(self.image, cmap='RdBu') + axes[0].imshow(self.image, cmap="RdBu") axes[0].set_title("Original Image") - axes[0].axis('off') - + axes[0].axis("off") + # Edge-detected image - axes[1].imshow(self.edges, cmap='gray') + axes[1].imshow(self.edges, cmap="gray") axes[1].set_title("XES Detected Image") - axes[1].axis('off') - + axes[1].axis("off") + # Aligned image - axes[2].imshow(self.aligned_image, cmap='RdBu') + axes[2].imshow(self.aligned_image, cmap="RdBu") axes[2].set_title("Aligned Image") - axes[2].axis('off') + axes[2].axis("off") plt.tight_layout() - plt.show() \ No newline at end of file + plt.show() diff --git a/XSpect/analysis/__init__.py b/XSpect/analysis/__init__.py index 202de4f..90cb36d 100644 --- a/XSpect/analysis/__init__.py +++ b/XSpect/analysis/__init__.py @@ -14,3 +14,4 @@ import XSpect.analysis.spectroscopy # noqa: F401 import XSpect.analysis.xes # noqa: F401 import XSpect.analysis.xas # noqa: F401 +import XSpect.analysis.droplet # noqa: F401 diff --git a/XSpect/analysis/droplet.py b/XSpect/analysis/droplet.py new file mode 100644 index 0000000..e678007 --- /dev/null +++ b/XSpect/analysis/droplet.py @@ -0,0 +1,328 @@ +"""Droplet-to-photon reconstruction pipeline step. + +Reads per-shot sparse photon coordinates from the fixed-length or variable-length +droplet2photon arrays stored in smalldata HDF5 files and scatters them back onto +dense 2D images, producing a (N_shots, rows, cols) stack for downstream steps. + +Supported HDF5 layouts +---------------------- +Fixed-length (e.g. epix100_0): + /droplet_droplet2phot_sparse_{row,col,data,tile} + shape (Nshots, nData) — zero-padded; valid entries have data != 0 + +Variable-length (e.g. epix100_1): + /var_droplet_droplet2phot_sparse/{row,col,data} + flat arrays + /var_droplet_droplet2phot_sparse_len (per-shot counts) + +Batch awareness +--------------- +When the pipeline batches a run, the batch manager injects ``abs_start_index`` +and ``abs_end_index`` onto each batch run so the step knows which HDF5 rows to +read. In the non-batched path these attributes are absent and the step falls +back to ``run.start_index`` / ``run.end_index``. + +ROI-direct scattering +--------------------- +When a ``roi`` is given, photons are filtered to the ROI window and scattered +straight into the small cropped image (``_scatter_roi``) — the full 704x768 +panel is never allocated. This is bit-identical to scattering onto the full +panel and cropping, but uses ~30x less memory and runs ~2x faster for the +typical (60, 300) XES window. +""" + +import time + +import h5py +import numpy as np + +from XSpect.analysis.registry import register_step + +# Full ePix100 panel dimensions (rows, cols) +PANEL_SHAPE = (704, 768) + + +# --------------------------------------------------------------------------- +# Internal scatter helper +# --------------------------------------------------------------------------- + + +def _scatter(rows, cols, data, shape): + """Accumulate photon counts at (row, col) into a dense 2D image. + + Sub-pixel float coordinates are floored to the containing pixel. + Repeated coordinates accumulate (multi-photon pixels add up correctly). + """ + img = np.zeros(shape, dtype=np.float64) + if rows.size == 0: + return img + ri = np.floor(rows).astype(np.int64) + ci = np.floor(cols).astype(np.int64) + inb = (ri >= 0) & (ri < shape[0]) & (ci >= 0) & (ci < shape[1]) + np.add.at(img, (ri[inb], ci[inb]), data[inb]) + return img + + +def _scatter_roi(rows, cols, data, roi): + """Scatter photons directly into a cropped ROI image (no full panel). + + Filters photons to the ROI window *before* allocating the output, so memory + and the np.add.at scatter scale with the ROI size, not the full panel. This + is the memory-efficient equivalent of ``_scatter(...)[r0:r1, c0:c1]`` and + produces bit-identical results. + + Parameters + ---------- + rows, cols, data : 1D arrays of photon row/col coordinates and counts + roi : tuple (row0, row1, col0, col1) — half-open window on the full panel + + Returns + ------- + np.ndarray shape (row1 - row0, col1 - col0) + """ + r0, r1, c0, c1 = roi[0], roi[1], roi[2], roi[3] + out_shape = (r1 - r0, c1 - c0) + img = np.zeros(out_shape, dtype=np.float64) + if rows.size == 0: + return img + ri = np.floor(rows).astype(np.int64) + ci = np.floor(cols).astype(np.int64) + # Keep only photons whose floored pixel falls inside the ROI window. + inb = (ri >= r0) & (ri < r1) & (ci >= c0) & (ci < c1) + # Offset into ROI-local coordinates before scattering. + np.add.at(img, (ri[inb] - r0, ci[inb] - c0), data[inb]) + return img + + +# --------------------------------------------------------------------------- +# Fixed-length format reconstruction +# --------------------------------------------------------------------------- + + +def _reconstruct_fixed(fh, det, abs_start, abs_end, roi, panel_shape): + """Reconstruct shots from the fixed-length (zero-padded) sparse format. + + Parameters + ---------- + fh : h5py.File, open for reading + det : str — detector group, e.g. "epix100_0" + abs_start : int — first HDF5 shot index (inclusive) + abs_end : int — last HDF5 shot index (exclusive) + roi : tuple (row0, row1, col0, col1) or None + panel_shape: (rows, cols) of the full panel + + Returns + ------- + np.ndarray shape (n_shots, out_rows, out_cols) + """ + g = f"{det}/droplet_droplet2phot_sparse" + row_ds = fh[f"{g}_row"] + col_ds = fh[f"{g}_col"] + dat_ds = fh[f"{g}_data"] + + n_shots = abs_end - abs_start + if roi is not None: + out_shape = (roi[1] - roi[0], roi[3] - roi[2]) + else: + out_shape = panel_shape + + out = np.zeros((n_shots,) + out_shape, dtype=np.float64) + + for k in range(n_shots): + idx = abs_start + k + row = row_ds[idx].astype(np.float64) + col = col_ds[idx].astype(np.float64) + dat = dat_ds[idx].astype(np.float64) + + valid = dat != 0 # zero-padding sentinel + row, col, dat = row[valid], col[valid], dat[valid] + + if roi is not None: + # Scatter directly into the ROI — never allocate the full panel. + out[k] = _scatter_roi(row, col, dat, roi) + else: + out[k] = _scatter(row, col, dat, panel_shape) + + return out + + +# --------------------------------------------------------------------------- +# Variable-length format reconstruction +# --------------------------------------------------------------------------- + + +def _reconstruct_var(fh, det, abs_start, abs_end, roi, panel_shape): + """Reconstruct shots from the variable-length sparse format. + + Parameters + ---------- + fh : h5py.File, open for reading + det : str — detector group, e.g. "epix100_1" + abs_start : int — first HDF5 shot index (inclusive) + abs_end : int — last HDF5 shot index (exclusive) + roi : tuple (row0, row1, col0, col1) or None + panel_shape: (rows, cols) of the full panel + + Returns + ------- + np.ndarray shape (n_shots, out_rows, out_cols) + """ + # Build cumulative offset array (cached on first call per batch) + lens = fh[f"{det}/var_droplet_droplet2phot_sparse_len"][:] + offsets = np.concatenate([[0], np.cumsum(lens)]) + + g = f"{det}/var_droplet_droplet2phot_sparse" + row_ds = fh[f"{g}/row"] + col_ds = fh[f"{g}/col"] + dat_ds = fh[f"{g}/data"] + + n_shots = abs_end - abs_start + if roi is not None: + out_shape = (roi[1] - roi[0], roi[3] - roi[2]) + else: + out_shape = panel_shape + + out = np.zeros((n_shots,) + out_shape, dtype=np.float64) + + for k in range(n_shots): + idx = abs_start + k + s, e = int(offsets[idx]), int(offsets[idx + 1]) + row = row_ds[s:e].astype(np.float64) + col = col_ds[s:e].astype(np.float64) + dat = dat_ds[s:e].astype(np.float64) + + if roi is not None: + # Scatter directly into the ROI — never allocate the full panel. + out[k] = _scatter_roi(row, col, dat, roi) + else: + out[k] = _scatter(row, col, dat, panel_shape) + + return out + + +# --------------------------------------------------------------------------- +# Registered pipeline step +# --------------------------------------------------------------------------- + + +@register_step("droplet_reconstruction") +def droplet_reconstruction(run, **kwargs): + """Reconstruct per-shot 2D images from droplet2photon sparse data. + + Reads sparse photon-position arrays directly from the source smalldata HDF5 + file and scatters them onto dense images. The resulting (N_shots, rows, cols) + array is stored on the run object under ``new_key`` and is compatible with + all downstream steps (``filter_detector_adu``, ``patch_pixels``, + ``rotate_detector``, ``reduce_detector_spatial``, etc.). + + The step reads from ``run.run_file``. In batch mode the batch manager + injects ``abs_start_index`` and ``abs_end_index`` onto the batch run so + the correct HDF5 rows are read; in the non-batched path these attributes + are absent and the step derives the range from ``run.start_index`` / + ``run.end_index``. + + Parameters from YAML + -------------------- + det : str — detector group in the HDF5, e.g. "epix100_0" + new_key : str — attribute name to store the reconstructed stack + roi : list — [row0, row1, col0, col1] crop region (omit for full panel) + panel_shape : list — [rows, cols] of the full panel (default [704, 768]) + + Example YAML step + ----------------- + - step: droplet_reconstruction + det: epix100_0 + new_key: epix_spec + roi: [270, 330, 400, 700] # -> (60, 300) output matching ROI_area + """ + det = kwargs.get("det") + new_key = kwargs.get("new_key") + roi_kwarg = kwargs.get("roi", None) + panel_shape_kwarg = kwargs.get("panel_shape", None) + + if det is None or new_key is None: + run.update_status("droplet_reconstruction: 'det' and 'new_key' are required") + return + + run_file = getattr(run, "run_file", None) + if run_file is None: + run.update_status("droplet_reconstruction: run_file not set, skipping") + return + + # ------------------------------------------------------------------ + # Resolve absolute HDF5 shot indices + # In batch mode the batch manager sets abs_start_index / abs_end_index. + # In the non-batched path those attrs are absent; fall back to the + # run's own start_index / end_index. + # ------------------------------------------------------------------ + abs_start = getattr(run, "abs_start_index", None) + if abs_start is None: + abs_start = getattr(run, "start_index", 0) + + abs_end = getattr(run, "abs_end_index", None) + if abs_end is None: + end_idx = getattr(run, "end_index", -1) + if end_idx == -1: + # Need to look up the total shot count from the HDF5 + try: + with h5py.File(run_file, "r") as _fh: + fixed_key = f"{det}/droplet_droplet2phot_sparse_data" + var_key = f"{det}/var_droplet_droplet2phot_sparse_len" + if fixed_key in _fh: + abs_end = int(_fh[fixed_key].shape[0]) + elif var_key in _fh: + abs_end = int(_fh[var_key].shape[0]) + else: + # Fall back to total_shots if known + abs_end = abs_start + int(getattr(run, "total_shots", 0)) + except Exception as exc: + run.update_status( + f"droplet_reconstruction: could not determine shot count: {exc}" + ) + return + else: + abs_end = int(end_idx) + + if abs_end <= abs_start: + run.update_status( + f"droplet_reconstruction: empty range [{abs_start}, {abs_end}), skipping" + ) + return + + panel_shape = ( + tuple(panel_shape_kwarg) if panel_shape_kwarg is not None else PANEL_SHAPE + ) + roi = tuple(roi_kwarg) if roi_kwarg is not None else None + + n_shots = abs_end - abs_start + + t0 = time.time() + try: + with h5py.File(run_file, "r") as fh: + fixed_key = f"{det}/droplet_droplet2phot_sparse_data" + var_key = f"{det}/var_droplet_droplet2phot_sparse/data" + + if fixed_key in fh: + images = _reconstruct_fixed( + fh, det, abs_start, abs_end, roi, panel_shape + ) + elif var_key in fh: + images = _reconstruct_var(fh, det, abs_start, abs_end, roi, panel_shape) + else: + available = list(fh[det].keys()) if det in fh else [] + run.update_status( + f"droplet_reconstruction: no sparse data found for '{det}'. " + f"Available keys under '{det}': {available}" + ) + return + except Exception as exc: + run.update_status(f"droplet_reconstruction: HDF5 read failed: {exc}") + return + + elapsed = time.time() - t0 + setattr(run, new_key, images) + run.update_status( + f"droplet_reconstruction: '{det}' -> '{new_key}' " + f"shape={images.shape} roi={roi} " + f"shots=[{abs_start},{abs_end}) " + f"elapsed={elapsed:.1f}s" + ) diff --git a/XSpect/analysis/spectroscopy.py b/XSpect/analysis/spectroscopy.py index b8554f6..a8f866d 100644 --- a/XSpect/analysis/spectroscopy.py +++ b/XSpect/analysis/spectroscopy.py @@ -43,7 +43,9 @@ def load_detector(run, **kwargs): combine = kwargs.get("combine_rois", True) if not keys: return - run.load_run_key_delayed(keys, friendly_names, transpose=transpose, rois=rois, combine=combine) + run.load_run_key_delayed( + keys, friendly_names, transpose=transpose, rois=rois, combine=combine + ) @register_step("get_run_shot_properties") @@ -75,13 +77,20 @@ def filter_shots(run, **kwargs): if isinstance(threshold, (int, float)): filtered = shot_mask * (filter_data > threshold) * (~nan_mask) elif len(threshold) == 2: - filtered = shot_mask * (filter_data > threshold[0]) * (filter_data < threshold[1]) * (~nan_mask) + filtered = ( + shot_mask + * (filter_data > threshold[0]) + * (filter_data < threshold[1]) + * (~nan_mask) + ) else: filtered = shot_mask setattr(run, shot_mask_key, filtered) count_after = np.sum(filtered) - run.update_status(f"Filtered {shot_mask_key} on {filter_key}: {int(count_before - count_after)} shots removed") + run.update_status( + f"Filtered {shot_mask_key} on {filter_key}: {int(count_before - count_after)} shots removed" + ) @register_step("filter_detector_adu") @@ -97,7 +106,9 @@ def filter_detector_adu(run, **kwargs): if detector_key is None: return - detector_images = getattr(run, detector_key) + detector_images = getattr(run, detector_key, None) + if detector_images is None: + return if isinstance(adu_threshold, list): filtered = detector_images * (detector_images > adu_threshold[0]) filtered = filtered * (filtered < adu_threshold[1]) @@ -108,23 +119,90 @@ def filter_detector_adu(run, **kwargs): run.update_status(f"ADU filtered {detector_key} with threshold {adu_threshold}") +@register_step("find_rotation_angle") +def find_rotation_angle(run, **kwargs): + """Auto-detect the tilt angle of a dispersed spectral signal. + + Delegates to XSpectDetectorProcessor which uses: + 1. Canny edge detection on the 8-bit normalised sum image + 2. DBSCAN clustering to isolate distinct signal streaks + 3. PCA per cluster to find each streak's orientation + 4. Mean angle across clusters, clamped to [-90, 90] + + The result (degrees) is stored as ``run.`` for use by + rotate_detector. + + Parameters from YAML: + on: detector key (3D shots x rows x cols, or 2D rows x cols) + low_threshold: Canny lower hysteresis threshold (default 30) + high_threshold: Canny upper hysteresis threshold (default 100) + angle_key: attribute name to store the result (default: _angle) + """ + from XSpect.XSpect_Processor.XSpectDetectorProcessor import XSpectDetectorProcessor + + detector_key = kwargs.get("on") + low_threshold = kwargs.get("low_threshold", 30) + high_threshold = kwargs.get("high_threshold", 100) + angle_key = kwargs.get("angle_key", f"{detector_key}_angle") + + if detector_key is None: + return + data = getattr(run, detector_key, None) + if data is None: + return + + # Build 2D sum image, clamp negatives + img = data.sum(axis=0) if data.ndim == 3 else data.copy() + img = np.clip(img, 0, None).astype(float) + + try: + proc = XSpectDetectorProcessor(img) + proc.detect_edges(low_threshold=low_threshold, high_threshold=high_threshold) + angle = proc.find_optimal_rotation_angle() + except Exception as e: + run.update_status(f"find_rotation_angle: failed for {detector_key}: {e}") + return + + setattr(run, angle_key, float(angle)) + run.update_status( + f"find_rotation_angle: {detector_key} -> {angle_key} = {angle:.3f} deg" + ) + + @register_step("rotate_detector") def rotate_detector(run, **kwargs): - """Rotate detector images by a fixed angle (scipy.ndimage.rotate). + """Rotate detector images by a fixed or auto-detected angle (scipy.ndimage.rotate). Applied per-shot. For 3D data (shots x rows x cols), rotates in the (rows, cols) plane. For 2D data (rows x cols), rotates directly. - Skipped when angle is 0. + Skipped when the resolved angle is 0. Parameters from YAML: on: detector key - angle: rotation in degrees (positive = CCW) + angle: rotation in degrees (positive = CCW). Mutually exclusive with angle_key. + angle_key: name of a run attribute holding the angle (set by find_rotation_angle). + Takes precedence over angle if both are provided. axes: rotation plane as [ax1, ax2] (default [1, 2] for 3D, [0, 1] for 2D) + reshape: bool (default False) — keep original array shape after rotation """ detector_key = kwargs.get("on") - angle = kwargs.get("angle", 0) + angle_key = kwargs.get("angle_key", None) axes = kwargs.get("axes", None) - if detector_key is None or angle == 0: + if detector_key is None: + return + + # Resolve angle: dynamic key takes precedence over static value + if angle_key is not None: + angle = getattr(run, angle_key, None) + if angle is None: + run.update_status( + f"rotate_detector: angle_key '{angle_key}' not found, skipping" + ) + return + else: + angle = kwargs.get("angle", 0) + + if angle == 0: return data = getattr(run, detector_key, None) @@ -139,10 +217,12 @@ def rotate_detector(run, **kwargs): if data.ndim == 3 and axes == [0, 1]: axes = [1, 2] - reshape = kwargs.get("reshape", True) + reshape = kwargs.get("reshape", False) rotated = rotate(data, angle=angle, axes=axes, reshape=reshape) setattr(run, detector_key, rotated) - run.update_status(f"Rotated {detector_key} by {angle} degrees (axes={axes}, reshape={reshape})") + run.update_status( + f"Rotated {detector_key} by {angle:.2f} degrees (axes={axes}, reshape={reshape})" + ) @register_step("union_shots") @@ -160,7 +240,9 @@ def union_shots(run, **kwargs): if detector_key is None or not filter_keys: return - detector = getattr(run, detector_key) + detector = getattr(run, detector_key, None) + if detector is None: + return combined_mask = np.ones(detector.shape[0], dtype=bool) for fk in filter_keys: mask = getattr(run, fk) @@ -178,7 +260,9 @@ def union_shots(run, **kwargs): if new_key is None: new_key = f"{detector_key}_{'_'.join(filter_keys)}" setattr(run, new_key, filtered_data) - run.update_status(f"Union shots: {detector_key} with masks {filter_keys} -> {new_key} ({int(np.sum(combined_mask))} shots)") + run.update_status( + f"Union shots: {detector_key} with masks {filter_keys} -> {new_key} ({int(np.sum(combined_mask))} shots)" + ) @register_step("separate_shots") @@ -206,7 +290,9 @@ def separate_shots(run, **kwargs): if new_key is None: new_key = f"{detector_key}_{filter_keys[0]}_not_{filter_keys[1]}" setattr(run, new_key, filtered_data) - run.update_status(f"Separated shots: {detector_key} ({filter_keys[0]} not {filter_keys[1]}) -> {new_key} ({int(np.sum(separation_mask))} shots)") + run.update_status( + f"Separated shots: {detector_key} ({filter_keys[0]} not {filter_keys[1]}) -> {new_key} ({int(np.sum(separation_mask))} shots)" + ) @register_step("reduce_detector_spatial") @@ -235,7 +321,9 @@ def reduce_detector_spatial(run, **kwargs): return reduction_fn = np.nansum if reduction_name == "sum" else np.nanmean - detector = getattr(run, detector_key) + detector = getattr(run, detector_key, None) + if detector is None: + return if roi_axis is None: roi_axis = 1 if detector.ndim == 3 else -1 @@ -246,7 +334,7 @@ def reduce_detector_spatial(run, **kwargs): mask = np.zeros(axis_size, dtype=bool) for roi in rois: end = roi[1] if roi[1] is not None else axis_size - mask[roi[0]:end] = True + mask[roi[0] : end] = True idx = [slice(None)] * detector.ndim idx[roi_axis] = mask @@ -262,8 +350,10 @@ def reduce_detector_spatial(run, **kwargs): idx[roi_axis] = slice(roi[0], end) chunk = detector[tuple(idx)] reduced = reduction_fn(chunk, axis=roi_axis) - setattr(run, f"{detector_key}_ROI_{roi_idx+1}", reduced) - run.update_status(f"Spatial reduction: {detector_key} -> {detector_key}_ROI_{roi_idx+1}") + setattr(run, f"{detector_key}_ROI_{roi_idx + 1}", reduced) + run.update_status( + f"Spatial reduction: {detector_key} -> {detector_key}_ROI_{roi_idx + 1}" + ) if purge: setattr(run, detector_key, None) @@ -284,13 +374,15 @@ def apply_roi(run, **kwargs): if detector_key is None: return - detector = getattr(run, detector_key) + detector = getattr(run, detector_key, None) + if detector is None: + return if combine: mask = np.zeros(detector.shape[-1], dtype=bool) for roi in rois: end = roi[1] if roi[1] is not None else detector.shape[-1] - mask[roi[0]:end] = True + mask[roi[0] : end] = True if detector.ndim == 3: masked = detector[:, :, mask] @@ -303,10 +395,10 @@ def apply_roi(run, **kwargs): for idx, roi in enumerate(rois): end = roi[1] if roi[1] is not None else detector.shape[-1] if detector.ndim == 3: - chunk = detector[:, :, roi[0]:end] + chunk = detector[:, :, roi[0] : end] else: - chunk = detector[:, roi[0]:end] - setattr(run, f"{detector_key}_ROI_{idx+1}", chunk) + chunk = detector[:, roi[0] : end] + setattr(run, f"{detector_key}_ROI_{idx + 1}", chunk) run.update_status(f"Applied ROI to {detector_key}") @@ -316,27 +408,40 @@ def time_binning(run, **kwargs): """Create time delay bins from laser timing data. Parameters from YAML: - bins: list or [min, max, num_points] + bins: "auto", list, or [min, max, num_points] lxt_key: str or null (default "lxt_ttc"; null means use encoder directly) fast_delay_key: str (default "encoder") tt_correction_key: str (default "time_tool_correction") + resolution: bin width for auto mode (default 50e-15, i.e. 50 fs) """ bins_spec = kwargs.get("bins") lxt_key = kwargs.get("lxt_key", "lxt_ttc") fast_delay_key = kwargs.get("fast_delay_key", "encoder") tt_correction_key = kwargs.get("tt_correction_key", "time_tool_correction") + resolution = kwargs.get("resolution", 50e-15) if bins_spec is None: return - if isinstance(bins_spec, list) and len(bins_spec) == 3: - bins = np.linspace(bins_spec[0], bins_spec[1], int(bins_spec[2])) - else: - bins = np.array(bins_spec) - - lxt = getattr(run, lxt_key, None) if lxt_key else None - fast_delay = getattr(run, fast_delay_key, None) - tt_correction = getattr(run, tt_correction_key, None) + resolution = float(resolution) + + lxt_raw = getattr(run, lxt_key, None) if lxt_key else None + fast_delay_raw = getattr(run, fast_delay_key, None) if fast_delay_key else None + tt_correction_raw = ( + getattr(run, tt_correction_key, None) if tt_correction_key else None + ) + + lxt = np.asarray(lxt_raw, dtype=np.float64) if lxt_raw is not None else None + fast_delay = ( + np.asarray(fast_delay_raw, dtype=np.float64) + if fast_delay_raw is not None + else None + ) + tt_correction = ( + np.asarray(tt_correction_raw, dtype=np.float64) + if tt_correction_raw is not None + else None + ) if lxt is not None: delays = lxt.copy() @@ -355,6 +460,14 @@ def time_binning(run, **kwargs): run.update_status("time_binning: no timing keys found") return + if bins_spec == "auto": + rounded = np.round(delays / resolution) * resolution + bins = np.unique(rounded) + elif isinstance(bins_spec, list) and len(bins_spec) == 3: + bins = np.linspace(bins_spec[0], bins_spec[1], int(bins_spec[2])) + else: + bins = np.array(bins_spec) + bin_edges, _ = _center_binning(delays, bins) indices = np.digitize(delays, bin_edges) @@ -362,7 +475,9 @@ def time_binning(run, **kwargs): run.time_bins = bins run.time_bins_centered = (bins[:-1] + bins[1:]) / 2 if len(bins) > 1 else bins run.timing_bin_indices = indices - run.update_status(f"Time binning complete: {len(bins)} bins from {bins[0]:.2f} to {bins[-1]:.2f}") + run.update_status( + f"Time binning complete: {len(bins)} bins from {bins[0]:.4g} to {bins[-1]:.4g}" + ) def _center_binning(data, bins): @@ -372,7 +487,7 @@ def _center_binning(data, bins): if i == 0: bin_edges[i] = bins[i] - (bins[1] - bins[0]) / 2 else: - bin_edges[i] = bins[i] - (bins[i] - bins[i-1]) / 2 + bin_edges[i] = bins[i] - (bins[i] - bins[i - 1]) / 2 bin_edges[-1] = bins[-1] + (bins[-1] - bins[-2]) / 2 indices = np.digitize(data, bin_edges) @@ -409,7 +524,7 @@ def reduce_detector_temporal(run, **kwargs): bincount = np.zeros(n_bins) for i in range(len(detector)): idx = timing_indices[i] - 1 - if 0 <= idx < n_bins: + if 0 <= idx < n_bins and not np.isnan(detector[i]): binned[idx] += detector[i] bincount[idx] += 1 elif detector.ndim == 2: @@ -419,8 +534,10 @@ def reduce_detector_temporal(run, **kwargs): for i in range(detector.shape[0]): idx = timing_indices[i] - 1 if 0 <= idx < n_bins: - binned[idx] += detector[i] - bincount[idx] += 1 + row = detector[i] + if not np.all(np.isnan(row)): + binned[idx] += np.where(np.isnan(row), 0.0, row) + bincount[idx] += 1 else: run.update_status(f"reduce_detector_temporal: unsupported ndim={detector.ndim}") return @@ -434,7 +551,9 @@ def reduce_detector_temporal(run, **kwargs): setattr(run, f"{detector_key}_time_binned", binned) setattr(run, f"{detector_key}_bincount", bincount) - run.update_status(f"Temporal reduction: {detector_key} -> {detector_key}_time_binned ({n_bins} bins)") + run.update_status( + f"Temporal reduction: {detector_key} -> {detector_key}_time_binned ({n_bins} bins)" + ) @register_step("hitfinding") @@ -464,10 +583,14 @@ def hitfinding(run, **kwargs): hits = np.where(sum_images > threshold)[0] if len(hits) == 0: - setattr(run, detector_key, np.zeros((0,) + detector.shape[1:], dtype=detector.dtype)) + setattr( + run, detector_key, np.zeros((0,) + detector.shape[1:], dtype=detector.dtype) + ) elif len(hits) < detector.shape[0]: setattr(run, detector_key, detector[hits]) - run.update_status(f"Hitfinding on {detector_key}: {len(hits)}/{detector.shape[0]} shots kept (threshold={threshold:.1f})") + run.update_status( + f"Hitfinding on {detector_key}: {len(hits)}/{detector.shape[0]} shots kept (threshold={threshold:.1f})" + ) @register_step("reduce_detector_shots") @@ -518,9 +641,9 @@ def bin_uniques(run, **kwargs): bins_center = np.empty_like(bins2) for ii in range(len(bins)): if ii == 0: - bins_center[ii] = bins2[ii] - (bins2[ii+1] - bins2[ii]) / 2 + bins_center[ii] = bins2[ii] - (bins2[ii + 1] - bins2[ii]) / 2 else: - bins_center[ii] = bins2[ii] - (bins2[ii] - bins2[ii-1]) / 2 + bins_center[ii] = bins2[ii] - (bins2[ii] - bins2[ii - 1]) / 2 bins_center[-1] = bins2[-1] run.scanvar_indices = np.digitize(vals, bins_center) @@ -590,11 +713,24 @@ def combine_runs(runs, **kwargs): "laser_off_count": count_off, } - if sum_on is not None and sum_off is not None and count_on is not None and count_off is not None: + if ( + sum_on is not None + and sum_off is not None + and count_on is not None + and count_off is not None + ): safe_count_on = np.where(count_on > 0, count_on, 1) safe_count_off = np.where(count_off > 0, count_off, 1) - avg_on = sum_on / safe_count_on[:, np.newaxis] if sum_on.ndim == 2 else sum_on / safe_count_on - avg_off = sum_off / safe_count_off[:, np.newaxis] if sum_off.ndim == 2 else sum_off / safe_count_off + avg_on = ( + sum_on / safe_count_on[:, np.newaxis] + if sum_on.ndim == 2 + else sum_on / safe_count_on + ) + avg_off = ( + sum_off / safe_count_off[:, np.newaxis] + if sum_off.ndim == 2 + else sum_off / safe_count_off + ) safe_off = np.where(np.abs(avg_off) > 1e-10, avg_off, 1e-10) difference = (avg_on - avg_off) / safe_off diff --git a/XSpect/analysis/xas.py b/XSpect/analysis/xas.py index f377f97..e29fe1a 100644 --- a/XSpect/analysis/xas.py +++ b/XSpect/analysis/xas.py @@ -11,30 +11,53 @@ def make_ccm_axis(run, **kwargs): """Generate CCM (Channel Cut Monochromator) energy bins. Parameters from YAML: - energies: list of energy values OR [min, max, num_points] + energies: "auto", explicit list, or [min, max, num_points] + ccm_key: attribute with CCM values (for auto mode, default "ccm") + resolution: rounding resolution in same units as ccm data (for auto mode, default 0.001) """ energies_spec = kwargs.get("energies") + ccm_key = kwargs.get("ccm_key", "ccm") + resolution = kwargs.get("resolution", 0.001) if energies_spec is None: return - if isinstance(energies_spec, list) and len(energies_spec) == 3: - energies = np.linspace(energies_spec[0], energies_spec[1], int(energies_spec[2])) + # If ccm_bins was pre-computed on the parent run and injected into this + # batch, skip re-derivation so all batches share the same global axis. + if getattr(run, "ccm_bins", None) is not None: + return + + if energies_spec == "auto": + ccm_data = getattr(run, ccm_key, None) + if ccm_data is None: + run.update_status(f"make_ccm_axis: missing {ccm_key} for auto binning") + return + rounded = np.round(ccm_data / resolution) * resolution + energies = np.unique(rounded) + elif isinstance(energies_spec, list) and len(energies_spec) == 3: + energies = np.linspace( + energies_spec[0], energies_spec[1], int(energies_spec[2]) + ) else: energies = np.array(energies_spec) - addon = (energies[-1] - energies[-2]) / 2 + if len(energies) < 2: + addon = resolution / 2 + else: + addon = (energies[-1] - energies[-2]) / 2 bins2 = np.append(energies, energies[-1] + addon) bins_center = np.empty_like(bins2) for ii in range(len(energies)): if ii == 0: - bins_center[ii] = bins2[ii] - (bins2[ii+1] - bins2[ii]) / 2 + bins_center[ii] = bins2[ii] - (bins2[ii + 1] - bins2[ii]) / 2 else: - bins_center[ii] = bins2[ii] - (bins2[ii] - bins2[ii-1]) / 2 + bins_center[ii] = bins2[ii] - (bins2[ii] - bins2[ii - 1]) / 2 bins_center[-1] = bins2[-1] run.ccm_bins = bins_center run.ccm_energies = energies - run.update_status(f"CCM axis: {len(energies)} energy points from {energies[0]:.1f} to {energies[-1]:.1f} eV") + run.update_status( + f"CCM axis: {len(energies)} energy points from {energies[0]:.1f} to {energies[-1]:.1f}" + ) @register_step("ccm_binning") @@ -78,19 +101,22 @@ def reduce_detector_ccm(run, **kwargs): detector = getattr(run, detector_key, None) ccm_indices = getattr(run, ccm_bin_key, None) ccm_bins = getattr(run, "ccm_bins", None) + ccm_energies = getattr(run, "ccm_energies", None) if detector is None or ccm_indices is None or ccm_bins is None: run.update_status(f"reduce_detector_ccm: missing data for {detector_key}") return - n_bins = len(ccm_bins) + # ccm_bins has n_energies+1 elements (shifted edge array from make_ccm_axis). + # Use n_energies so the output axis aligns 1-to-1 with ccm_energies. + n_bins = len(ccm_energies) if ccm_energies is not None else len(ccm_bins) if detector.ndim == 1: binned = np.zeros(n_bins) bincount = np.zeros(n_bins) for i in range(len(detector)): idx = ccm_indices[i] - 1 - if 0 <= idx < n_bins: + if 0 <= idx < n_bins and not np.isnan(detector[i]): binned[idx] += detector[i] bincount[idx] += 1 elif detector.ndim == 2: @@ -100,8 +126,22 @@ def reduce_detector_ccm(run, **kwargs): for i in range(detector.shape[0]): idx = ccm_indices[i] - 1 if 0 <= idx < n_bins: - binned[idx] += detector[i] - bincount[idx] += 1 + row = detector[i] + if not np.all(np.isnan(row)): + binned[idx] += np.where(np.isnan(row), 0.0, row) + bincount[idx] += 1 + elif detector.ndim == 3: + n_rows = detector.shape[1] + n_cols = detector.shape[2] + binned = np.zeros((n_bins, n_rows, n_cols)) + bincount = np.zeros(n_bins) + for i in range(detector.shape[0]): + idx = ccm_indices[i] - 1 + if 0 <= idx < n_bins: + frame = detector[i] + if not np.all(np.isnan(frame)): + binned[idx] += np.where(np.isnan(frame), 0.0, frame) + bincount[idx] += 1 else: run.update_status(f"reduce_detector_ccm: unsupported ndim={detector.ndim}") return @@ -115,7 +155,9 @@ def reduce_detector_ccm(run, **kwargs): setattr(run, f"{detector_key}_energy_binned", binned) setattr(run, f"{detector_key}_energy_bincount", bincount) - run.update_status(f"CCM reduction: {detector_key} -> {detector_key}_energy_binned ({n_bins} bins)") + run.update_status( + f"CCM reduction: {detector_key} -> {detector_key}_energy_binned ({n_bins} bins)" + ) @register_step("reduce_detector_ccm_temporal") @@ -144,12 +186,18 @@ def reduce_detector_ccm_temporal(run, **kwargs): time_bins = getattr(run, "time_bins", None) ccm_bins = getattr(run, "ccm_bins", None) - if any(x is None for x in [detector, timing_indices, ccm_indices, time_bins, ccm_bins]): - run.update_status(f"reduce_detector_ccm_temporal: missing data for {detector_key}") + if any( + x is None for x in [detector, timing_indices, ccm_indices, time_bins, ccm_bins] + ): + run.update_status( + f"reduce_detector_ccm_temporal: missing data for {detector_key}" + ) return n_time = len(time_bins) - n_energy = len(ccm_bins) + # Use ccm_energies length (n bins) not ccm_bins length (n+1 edges) + ccm_energies = getattr(run, "ccm_energies", None) + n_energy = len(ccm_energies) if ccm_energies is not None else len(ccm_bins) - 1 if detector.ndim == 1: binned = np.zeros((n_time, n_energy)) @@ -157,7 +205,11 @@ def reduce_detector_ccm_temporal(run, **kwargs): for i in range(len(detector)): t_idx = timing_indices[i] - 1 e_idx = ccm_indices[i] - 1 - if 0 <= t_idx < n_time and 0 <= e_idx < n_energy: + if ( + 0 <= t_idx < n_time + and 0 <= e_idx < n_energy + and not np.isnan(detector[i]) + ): binned[t_idx, e_idx] += detector[i] bincount[t_idx, e_idx] += 1 elif detector.ndim == 2: @@ -168,10 +220,14 @@ def reduce_detector_ccm_temporal(run, **kwargs): t_idx = timing_indices[i] - 1 e_idx = ccm_indices[i] - 1 if 0 <= t_idx < n_time and 0 <= e_idx < n_energy: - binned[t_idx, e_idx] += detector[i] - bincount[t_idx, e_idx] += 1 + row = detector[i] + if not np.all(np.isnan(row)): + binned[t_idx, e_idx] += np.where(np.isnan(row), 0.0, row) + bincount[t_idx, e_idx] += 1 else: - run.update_status(f"reduce_detector_ccm_temporal: unsupported ndim={detector.ndim}") + run.update_status( + f"reduce_detector_ccm_temporal: unsupported ndim={detector.ndim}" + ) return if average: @@ -183,4 +239,6 @@ def reduce_detector_ccm_temporal(run, **kwargs): setattr(run, f"{detector_key}_time_energy_binned", binned) setattr(run, f"{detector_key}_time_energy_bincount", bincount) - run.update_status(f"CCM+temporal reduction: {detector_key} -> {detector_key}_time_energy_binned ({n_time}x{n_energy})") + run.update_status( + f"CCM+temporal reduction: {detector_key} -> {detector_key}_time_energy_binned ({n_time}x{n_energy})" + ) diff --git a/XSpect/analysis/xes.py b/XSpect/analysis/xes.py index 7978370..7b795e4 100644 --- a/XSpect/analysis/xes.py +++ b/XSpect/analysis/xes.py @@ -29,7 +29,7 @@ def normalize_xes(run, **kwargs): if data.ndim == 2: if pixel_range: - norm_slice = data[:, pixel_range[0]:pixel_range[1]] + norm_slice = data[:, pixel_range[0] : pixel_range[1]] else: norm_slice = data @@ -104,7 +104,9 @@ def make_energy_axis(run, **kwargs): energy_axis = hc / (2.0 * d * np.sin(np.arctan(R / (ll + A)))) setattr(run, f"{name}_energy", energy_axis) - run.update_status(f"Energy axis: {name}_energy ({n_pixels} pixels, center {energy_axis[n_pixels//2]:.1f} eV)") + run.update_status( + f"Energy axis: {name}_energy ({n_pixels} pixels, center {energy_axis[n_pixels // 2]:.1f} eV)" + ) @register_step("patch_pixels") @@ -115,23 +117,56 @@ def patch_pixels(run, **kwargs): fits a weighted polynomial to surrounding pixels (excluding the bad pixel region) and evaluates at the bad pixel location. + Supports automatic detection of ASIC panel-gap spikes via + ``auto_detect: true``. Uses a two-method approach: + + **Method 1 — Global ratio:** the column profile (sum over shots and + rows) is compared to a median-filtered baseline. Columns with + ratio > ``threshold`` (bright spike) or ratio < 1/threshold (dead + gap within signal region) are flagged. Catches extreme outliers. + + **Method 2 — Z-score + width filter:** computes a robust z-score + (residual / MAD-based local sigma) for each column. Bright and dark + outliers (|z| > ``nsigma``) are separately filtered to keep only + narrow clusters (≤ ``max_gap_width`` columns). This catches subtle + ASIC gap columns (partially reduced intensity) that the ratio method + misses — the ASIC gap pattern is a dark stripe (the actual gap) + flanked by bright charge-sharing neighbors. Filtering bright and + dark separately avoids merging them into one wide cluster. + + The final set is the union of both methods, merged with any manually + specified ``pixels``. + Parameters from YAML: - on: detector key - pixels: list of pixel indices to patch - mode: "polynomial", "interpolate", or "zero" (default "polynomial") - axis: which axis the pixel indices refer to (default: 0 for 2D, last for 3D) - patch_range: pixels on each side of bad pixel to exclude (default 4) - poly_range: additional pixels beyond patch_range for fitting (default 6) - deg: polynomial degree (default 1) + on: detector key + pixels: list of pixel indices to patch (merged with auto if both given) + auto_detect: bool (default False) — auto-find spike/dead-gap columns + threshold: float (default 5.0) — ratio threshold for Method 1 + (spike: ratio > threshold; dead: ratio < 1/threshold) + nsigma: float (default 5.0) — z-score threshold for Method 2 + max_gap_width: int (default 4) — maximum cluster width to keep in + Method 2; wider clusters are rejected as signal gradients + smooth_window: int (default 31) — median-filter window for baseline; + must be >= the width of the widest expected spike + mode: "polynomial", "interpolate", or "zero" (default "polynomial") + axis: which axis the pixel indices refer to + (default: 0 for 2D, last axis for 3D) + patch_range: pixels on each side of bad pixel to exclude (default 4) + poly_range: additional pixels beyond patch_range for fitting (default 6) + deg: polynomial degree (default 1) """ + from scipy.ndimage import median_filter as _mf + detector_key = kwargs.get("on") - pixels = kwargs.get("pixels", []) + pixels = list(kwargs.get("pixels", [])) mode = kwargs.get("mode", "polynomial") axis = kwargs.get("axis", None) patch_range = kwargs.get("patch_range", 4) poly_range = kwargs.get("poly_range", 6) deg = kwargs.get("deg", 1) - if detector_key is None or not pixels: + auto_detect = kwargs.get("auto_detect", False) + + if detector_key is None: return data = getattr(run, detector_key, None) @@ -139,9 +174,108 @@ def patch_pixels(run, **kwargs): return if axis is None: - axis = 0 if data.ndim <= 2 else data.ndim - 1 + # Default: pixel indices refer to columns (last axis) + # 1D: axis=0; 2D (rows×cols): axis=1; 3D (shots×rows×cols): axis=2 + axis = data.ndim - 1 + + # ------------------------------------------------------------------ # + # Auto-detection: find ASIC panel-gap spikes / dead-gap columns # + # ------------------------------------------------------------------ # + manual_pixels = list(pixels) # preserve user-specified pixels + if auto_detect: + from scipy.ndimage import label as _label + + smooth_win = int(kwargs.get("smooth_window", 31)) + threshold = float(kwargs.get("threshold", 5.0)) + nsigma = float(kwargs.get("nsigma", 5.0)) + max_gap_width = int(kwargs.get("max_gap_width", 4)) + + # Collapse shot dimension if 3D → 2D (rows × cols) + if data.ndim == 3: + img = np.clip(data, 0, None).sum(axis=0).astype(float) + elif data.ndim == 2: + img = np.clip(data, 0, None).astype(float) + else: + img = None + + if img is not None and img.ndim == 2: + col_profile = img.sum(axis=0) + else: + col_profile = np.clip(data, 0, None).astype(float) + + n_cols = len(col_profile) + baseline = _mf(col_profile, size=smooth_win, mode="nearest") + + with np.errstate(divide="ignore", invalid="ignore"): + ratio = np.where(baseline > 0, col_profile / baseline, 0.0) + in_signal = baseline > baseline.max() * 0.05 + + # ── Method 1: Global ratio (extreme outliers) ──────────────── + ratio_spikes = set(np.where(ratio > threshold)[0]) + ratio_dead = set(np.where((ratio < 1.0 / threshold) & in_signal)[0]) + + # ── Method 2: Z-score + width filter (subtle ASIC gaps) ────── + # The column profile z-score catches columns whose intensity + # deviates significantly from the local baseline. Width filtering + # then keeps only narrow defects (≤ max_gap_width cols), rejecting + # broad signal gradients. Bright and dark outliers are filtered + # separately because ASIC gaps produce a dark stripe flanked by + # bright charge-sharing neighbors; together they form a wide + # cluster, but independently each is narrow. + residual = col_profile - baseline + abs_residual = np.abs(residual) + local_mad = _mf(abs_residual, size=smooth_win * 2 + 1, mode="nearest") + local_sigma = np.maximum(local_mad * 1.4826, baseline * 0.01) + + with np.errstate(divide="ignore", invalid="ignore"): + z_score = np.where(local_sigma > 0, residual / local_sigma, 0.0) + + def _narrow_clusters(mask, max_w): + """Keep only contiguous flagged regions ≤ max_w wide.""" + labeled_arr, n = _label(mask) + out = np.zeros_like(mask) + for i in range(1, n + 1): + cluster = np.where(labeled_arr == i)[0] + if (cluster.max() - cluster.min() + 1) <= max_w: + out[cluster] = True + return out + + bright_mask = (z_score > nsigma) & in_signal + dark_mask = (z_score < -nsigma) & in_signal + + zscore_spikes = set(np.where(_narrow_clusters(bright_mask, max_gap_width))[0]) + zscore_dead = set(np.where(_narrow_clusters(dark_mask, max_gap_width))[0]) + + # ── Combine (union of both methods) ────────────────────────── + spike_cols = sorted(ratio_spikes | zscore_spikes) + dead_cols = sorted(ratio_dead | zscore_dead) + auto_pixels = sorted(set(spike_cols + dead_cols)) + + # Merge manual pixels with auto-detected ones + pixels = sorted(set(manual_pixels + auto_pixels)) + + # Store diagnostics on the run object for inspection + setattr(run, f"{detector_key}_auto_patched_pixels", auto_pixels) + setattr(run, f"{detector_key}_manual_patched_pixels", manual_pixels) + setattr(run, f"{detector_key}_auto_spike_cols", spike_cols) + setattr(run, f"{detector_key}_auto_dead_cols", dead_cols) + setattr(run, f"{detector_key}_col_profile", col_profile) + setattr(run, f"{detector_key}_col_baseline", baseline) + setattr(run, f"{detector_key}_col_zscore", z_score) + run.update_status( + f"patch_pixels auto_detect: " + f"{len(spike_cols)} spikes + {len(dead_cols)} dead = " + f"{len(auto_pixels)} auto + {len(manual_pixels)} manual = " + f"{len(pixels)} total on {detector_key} " + f"(threshold={threshold}, nsigma={nsigma}, " + f"max_gap_width={max_gap_width})" + ) + + if not pixels: + return n_pixels = data.shape[axis] + bad_set = set(pixels) # all detected bad columns (for exclusion) for pixel in pixels: if pixel < 0 or pixel >= n_pixels: @@ -162,18 +296,72 @@ def patch_pixels(run, **kwargs): patch_x = np.arange(actual_start, actual_end) weights = np.ones(len(patch_x)) - weights[patch_range:-patch_range] = 0.001 + + # Build exclusion mask: zero-weight the target pixel's + # neighborhood AND the ±patch_range neighborhood of every + # other bad pixel in the region. This ensures the fit + # anchors only on data well outside the entire ASIC feature + # (gap + charge-sharing halo), preventing overshoot from + # elevated neighbors. + for bad_col in bad_set: + idx_in_region = bad_col - actual_start + lo = max(idx_in_region - patch_range, 0) + hi = min(idx_in_region + patch_range + 1, len(weights)) + if lo < len(weights) and hi > 0: + weights[lo:hi] = 0.0 + + # If too few non-zero weights remain, expand the fit region + good_count = np.sum(weights > 0.5) + if good_count < 4: + # Expand region symmetrically until we get enough clean pixels + expand = poly_range + while good_count < 4 and expand < n_pixels // 2: + expand += poly_range + exp_start = max(pixel - patch_range - expand, 0) + exp_end = min(pixel + patch_range + expand + 1, n_pixels) + slc_region = [slice(None)] * data.ndim + slc_region[axis] = slice(exp_start, exp_end) + region = np.moveaxis(data[tuple(slc_region)], axis, 0) + patch_x = np.arange(exp_start, exp_end) + weights = np.ones(len(patch_x)) + # Zero-weight ±patch_range around ALL bad pixels + for bad_col in bad_set: + idx_in_region = bad_col - exp_start + lo = max(idx_in_region - patch_range, 0) + hi = min(idx_in_region + patch_range + 1, len(weights)) + if lo < len(weights) and hi > 0: + weights[lo:hi] = 0.0 + good_count = np.sum(weights > 0.5) + actual_start, actual_end = exp_start, exp_end if data.ndim == 1: coeffs = np.polyfit(patch_x, region, deg, w=weights) new_val = np.polyval(coeffs, pixel) else: + # Vectorized weighted polynomial fit across all (shot, row) + # pairs simultaneously. The projection vector `proj` maps + # the region slice to the interpolated value at `pixel` — + # it only depends on patch_x, weights, and deg (same for + # all columns of `flat`), so we compute it once and apply + # via a single matrix-vector multiply. other_shape = region.shape[1:] - flat = region.reshape(region.shape[0], -1) - new_vals = np.empty(flat.shape[1]) - for idx in range(flat.shape[1]): - coeffs = np.polyfit(patch_x, flat[:, idx], deg, w=weights) - new_vals[idx] = np.polyval(coeffs, pixel) + flat = region.reshape(region.shape[0], -1).astype( + np.float64 + ) # (n_region, N_total) + + # Build Vandermonde matrix and solve for projection vector. + # Square the weights to match numpy.polyfit convention + # (polyfit treats w as 1/sigma, minimising sum(w**2 * r**2)). + X = np.vander(patch_x.astype(np.float64), deg + 1) + W = (weights**2).astype(np.float64) + XtW = X.T * W[np.newaxis, :] # (deg+1, n_region) + XtWX = XtW @ X # (deg+1, deg+1) + XtWX_inv_XtW = np.linalg.solve(XtWX, XtW) # (deg+1, n_region) + x_eval = np.vander(np.array([float(pixel)]), deg + 1)[0] # (deg+1,) + proj = x_eval @ XtWX_inv_XtW # (n_region,) + + # Single dot product replaces the per-column polyfit loop + new_vals = proj @ flat # (N_total,) new_val = new_vals.reshape(other_shape) slc = [slice(None)] * data.ndim @@ -181,4 +369,6 @@ def patch_pixels(run, **kwargs): data[tuple(slc)] = new_val setattr(run, detector_key, data) - run.update_status(f"Patched {len(pixels)} pixels on {detector_key} (axis={axis}, mode={mode})") + run.update_status( + f"Patched {len(pixels)} pixels on {detector_key} (axis={axis}, mode={mode})" + ) diff --git a/XSpect/controller/batch_manager.py b/XSpect/controller/batch_manager.py index e389cd6..d09c814 100644 --- a/XSpect/controller/batch_manager.py +++ b/XSpect/controller/batch_manager.py @@ -16,11 +16,27 @@ # Attributes that are part of the run's infrastructure (not step outputs) -_INFRASTRUCTURE_ATTRS = frozenset({ - 'spec_experiment', 'run_number', 'run_file', 'status', 'status_datetime', - 'verbose', 'end_index', 'start_index', 'results', 'total_shots', - 'run_shots', 'xray', 'laser', 'simultaneous', 'h5', -}) +_INFRASTRUCTURE_ATTRS = frozenset( + { + "spec_experiment", + "run_number", + "run_file", + "status", + "status_datetime", + "verbose", + "end_index", + "start_index", + "abs_start_index", + "abs_end_index", + "results", + "total_shots", + "run_shots", + "xray", + "laser", + "simultaneous", + "h5", + } +) def split_into_batches(total_shots: int, batch_size: int) -> list[tuple[int, int]]: @@ -67,7 +83,7 @@ def _collect_batch_attrs(batch_run, pre_attrs): def _slice_arrays_for_batch(batch_run, start, end): """Slice multi-shot arrays on a batch run to the batch's shot range.""" - total = getattr(batch_run, 'total_shots', None) + total = getattr(batch_run, "total_shots", None) if total is None: return for attr in list(vars(batch_run)): @@ -80,8 +96,8 @@ def _slice_arrays_for_batch(batch_run, start, end): def _derive_shot_masks(batch_run): """Derive xray/laser/simultaneous masks if lightStatus keys were loaded.""" - xray = getattr(batch_run, 'xray', None) - laser = getattr(batch_run, 'laser', None) + xray = getattr(batch_run, "xray", None) + laser = getattr(batch_run, "laser", None) if xray is not None and laser is not None: batch_run.xray = xray.astype(bool) batch_run.laser = laser.astype(bool) @@ -90,26 +106,32 @@ def _derive_shot_masks(batch_run): def _slice_shot_masks(batch_run, start, end, parent_run): """Slice shot masks and scalar keys from the parent run to the batch range.""" - parent_total = getattr(parent_run, 'total_shots', None) + parent_total = getattr(parent_run, "total_shots", None) if parent_total is None: return for attr in list(vars(batch_run)): if attr in _INFRASTRUCTURE_ATTRS: continue val = getattr(batch_run, attr, None) - if isinstance(val, np.ndarray) and val.ndim >= 1 and val.shape[0] == parent_total: + if ( + isinstance(val, np.ndarray) + and val.ndim >= 1 + and val.shape[0] == parent_total + ): setattr(batch_run, attr, val[start:end].copy()) - for attr in ('xray', 'laser', 'simultaneous'): + for attr in ("xray", "laser", "simultaneous"): parent_val = getattr(parent_run, attr, None) if parent_val is not None and isinstance(parent_val, np.ndarray): setattr(batch_run, attr, parent_val[start:end].copy()) -def _load_batch_from_hdf5(batch_run, run_file, abs_start, abs_end, - detector_configs, scalar_keys): +def _load_batch_from_hdf5( + batch_run, run_file, abs_start, abs_end, detector_configs, scalar_keys +): """Load batch data slice directly from HDF5.""" import h5py - with h5py.File(run_file, 'r') as fh: + + with h5py.File(run_file, "r") as fh: for key, name in scalar_keys: try: setattr(batch_run, name, np.array(fh[key][abs_start:abs_end])) @@ -129,17 +151,49 @@ def _load_batch_from_hdf5(batch_run, run_file, abs_start, abs_end, def _make_batch_run(run, start, end): """Create a lightweight batch run object.""" batch_run = copy.copy(run) + parent_start = getattr(run, "start_index", 0) batch_run.start_index = 0 batch_run.end_index = end - start batch_run.total_shots = end - start + # Absolute HDF5 indices: used by steps that read directly from the source + # file (e.g. droplet_reconstruction) and need to know which rows to access. + batch_run.abs_start_index = parent_start + start + batch_run.abs_end_index = parent_start + end batch_run.results = {} batch_run.status = [] batch_run.status_datetime = [] return batch_run -def _process_batch_sequential(batch_range, run, steps, detector_configs=None, - scalar_keys=None): +def _inject_precomputed(batch_run, precomputed_attrs, start, end, total_shots): + """Inject precomputed scalar/axis attributes into a batch run. + + Static attributes (e.g. ccm_bins, ccm_energies, time_bins) are copied + directly. Per-shot arrays (shape[0] == total_shots) are sliced to the + batch range so that binning steps (ccm_binning, time_binning) receive the + correct per-batch indices rather than recomputing them from incomplete data. + """ + if not precomputed_attrs: + return + for attr, value in precomputed_attrs.items(): + if ( + isinstance(value, np.ndarray) + and value.ndim >= 1 + and value.shape[0] == total_shots + ): + setattr(batch_run, attr, value[start:end].copy()) + else: + setattr(batch_run, attr, value) + + +def _process_batch_sequential( + batch_range, + run, + steps, + detector_configs=None, + scalar_keys=None, + precomputed_attrs=None, +): """ Process a single batch sequentially (in-process). @@ -149,7 +203,7 @@ def _process_batch_sequential(batch_range, run, steps, detector_configs=None, start, end = batch_range batch_run = _make_batch_run(run, start, end) - run_file = getattr(run, 'run_file', None) + run_file = getattr(run, "run_file", None) has_preloaded = any( isinstance(getattr(run, attr, None), np.ndarray) and getattr(run, attr).ndim >= 2 @@ -160,23 +214,40 @@ def _process_batch_sequential(batch_range, run, steps, detector_configs=None, if has_preloaded: _slice_arrays_for_batch(batch_run, start, end) elif run_file and detector_configs: - abs_start = getattr(run, 'start_index', 0) + start - abs_end = getattr(run, 'start_index', 0) + end - _load_batch_from_hdf5(batch_run, run_file, abs_start, abs_end, - detector_configs, scalar_keys or []) + abs_start = getattr(run, "start_index", 0) + start + abs_end = getattr(run, "start_index", 0) + end + _load_batch_from_hdf5( + batch_run, run_file, abs_start, abs_end, detector_configs, scalar_keys or [] + ) _slice_shot_masks(batch_run, start, end, run) + parent_total = getattr(run, "total_shots", None) + if precomputed_attrs and parent_total is not None: + _inject_precomputed(batch_run, precomputed_attrs, start, end, parent_total) + pre_attrs = set(vars(batch_run).keys()) run_pipeline(batch_run, steps) return _collect_batch_attrs(batch_run, pre_attrs) -def _process_batch_parallel(batch_range, run_file, start_index, detector_configs, - scalar_keys, steps): +def _process_batch_parallel( + batch_range, + run_file, + start_index, + detector_configs, + scalar_keys, + steps, + precomputed_attrs=None, + parent_total_shots=None, +): """ Process a single batch in a worker process by reloading from HDF5. Avoids pickling large arrays across processes. + + precomputed_attrs, if provided, are injected before the pipeline runs so + that axis steps (make_ccm_axis, time_binning) see a globally consistent + axis and skip re-derivation. """ from XSpect.model.run import spectroscopy_run @@ -189,17 +260,25 @@ def _process_batch_parallel(batch_range, run_file, start_index, detector_configs batch_run.run_number = 0 batch_run.start_index = 0 batch_run.end_index = end - start + batch_run.abs_start_index = abs_start + batch_run.abs_end_index = abs_end batch_run.results = {} batch_run.status = [] batch_run.status_datetime = [] batch_run.verbose = False batch_run.total_shots = end - start - _load_batch_from_hdf5(batch_run, run_file, abs_start, abs_end, - detector_configs, scalar_keys) + _load_batch_from_hdf5( + batch_run, run_file, abs_start, abs_end, detector_configs, scalar_keys + ) _derive_shot_masks(batch_run) + if precomputed_attrs and parent_total_shots is not None: + _inject_precomputed( + batch_run, precomputed_attrs, start, end, parent_total_shots + ) + pre_attrs = set(vars(batch_run).keys()) run_pipeline(batch_run, steps) return _collect_batch_attrs(batch_run, pre_attrs) @@ -243,7 +322,13 @@ def reconverge_results(batch_results: list[dict]) -> dict: first = values[0] if isinstance(first, np.ndarray): - if 'energy' in key or 'axis' in key or 'bins' in key or 'delays' in key: + if ( + key in ("ccm_energies", "ccm_bins", "time_bins", "time_delays") + or key.endswith("_energy") + or key.endswith("_axis") + or key.endswith("_bins") + or key.endswith("_delays") + ): merged[key] = first else: shapes = [v.shape for v in values] @@ -255,15 +340,27 @@ def reconverge_results(batch_results: list[dict]) -> dict: except ValueError: merged[key] = values[-1] elif isinstance(first, (int, float)): - merged[key] = sum(values) + # Per-detector geometry scalars (angles, etc.) are identical across + # batches — take the mean rather than summing. + if key.endswith("_angle"): + merged[key] = float(np.mean(values)) + else: + merged[key] = sum(values) else: merged[key] = values[-1] return merged -def run_batched(run, pipeline_steps: list[StepConfig], cores: int = 1, batch_size: int = 2000, - detector_configs=None, scalar_keys=None) -> None: +def run_batched( + run, + pipeline_steps: list[StepConfig], + cores: int = 1, + batch_size: int = 2000, + detector_configs=None, + scalar_keys=None, + precomputed_attrs=None, +) -> None: """ Execute pipeline steps on a run with optional batch parallelism. @@ -288,8 +385,12 @@ def run_batched(run, pipeline_steps: list[StepConfig], cores: int = 1, batch_siz [(hdf5_path, name, transpose), ...] for parallel reloading. scalar_keys : list of tuples, optional [(hdf5_path, friendly_name), ...] for parallel reloading. + precomputed_attrs : dict, optional + Scalar/axis attributes pre-computed on the full run (e.g. ccm_bins, + ccm_energies, ccm_bin_indices). Static attributes are copied directly + into each batch; per-shot arrays (shape[0] == total_shots) are sliced. """ - total_shots = getattr(run, 'total_shots', None) + total_shots = getattr(run, "total_shots", None) if total_shots is None: run_pipeline(run, pipeline_steps) return @@ -302,17 +403,27 @@ def run_batched(run, pipeline_steps: list[StepConfig], cores: int = 1, batch_siz if cores <= 1 or len(batches) == 1: batch_results = [] for batch_range in batches: - result = _process_batch_sequential(batch_range, run, pipeline_steps, - detector_configs=detector_configs, - scalar_keys=scalar_keys) + result = _process_batch_sequential( + batch_range, + run, + pipeline_steps, + detector_configs=detector_configs, + scalar_keys=scalar_keys, + precomputed_attrs=precomputed_attrs, + ) batch_results.append(result) else: - run_file = getattr(run, 'run_file', None) - start_index = getattr(run, 'start_index', 0) + run_file = getattr(run, "run_file", None) + start_index = getattr(run, "start_index", 0) if run_file is None: batch_results = [] for batch_range in batches: - result = _process_batch_sequential(batch_range, run, pipeline_steps) + result = _process_batch_sequential( + batch_range, + run, + pipeline_steps, + precomputed_attrs=precomputed_attrs, + ) batch_results.append(result) else: if detector_configs is None: @@ -326,6 +437,8 @@ def run_batched(run, pipeline_steps: list[StepConfig], cores: int = 1, batch_siz detector_configs=detector_configs, scalar_keys=scalar_keys, steps=pipeline_steps, + precomputed_attrs=precomputed_attrs, + parent_total_shots=total_shots, ) with Pool(processes=cores) as pool: batch_results = pool.map(process_fn, batches) diff --git a/XSpect/controller/config_parser.py b/XSpect/controller/config_parser.py index 3d434cc..ff8be46 100644 --- a/XSpect/controller/config_parser.py +++ b/XSpect/controller/config_parser.py @@ -9,11 +9,17 @@ from dataclasses import dataclass, field from pathlib import Path -from XSpect.analysis.registry import get_step, get_reduction, StepNotFoundError, ReductionNotFoundError +from XSpect.analysis.registry import ( + get_step, + get_reduction, + StepNotFoundError, + ReductionNotFoundError, +) class ConfigValidationError(ValueError): """Raised when YAML configuration is invalid.""" + pass @@ -44,6 +50,7 @@ class DataConfig: runs: list keys: list detector_keys: list = field(default_factory=list) + max_shots: "int | None" = None # limit total shots loaded per run (None = all) @dataclass(frozen=True) @@ -72,8 +79,8 @@ def _expand_runs(run_list) -> list[int]: expanded = [] for item in run_list: item_str = str(item) - if '-' in item_str: - parts = item_str.split('-') + if "-" in item_str: + parts = item_str.split("-") if len(parts) == 2: start, end = int(parts[0]), int(parts[1]) expanded.extend(range(start, end + 1)) @@ -85,41 +92,55 @@ def _expand_runs(run_list) -> list[int]: def _parse_experiment(raw: dict) -> ExperimentConfig: - required = ['hutch', 'experiment_id', 'lcls_run'] + required = ["hutch", "experiment_id", "lcls_run"] for key in required: if key not in raw: - raise ConfigValidationError(f"experiment section missing required field: '{key}'") + raise ConfigValidationError( + f"experiment section missing required field: '{key}'" + ) return ExperimentConfig( - hutch=str(raw['hutch']), - experiment_id=str(raw['experiment_id']), - lcls_run=int(raw['lcls_run']), + hutch=str(raw["hutch"]), + experiment_id=str(raw["experiment_id"]), + lcls_run=int(raw["lcls_run"]), ) def _parse_data(raw: dict) -> DataConfig: - if 'runs' not in raw: + if "runs" not in raw: raise ConfigValidationError("data section missing required field: 'runs'") - if 'keys' not in raw: + if "keys" not in raw: raise ConfigValidationError("data section missing required field: 'keys'") - runs = _expand_runs(raw['runs']) + runs = _expand_runs(raw["runs"]) keys = [] - for hdf5_path, friendly_name in raw['keys'].items(): - keys.append(DataKeyConfig(hdf5_path=str(hdf5_path), friendly_name=str(friendly_name))) + for hdf5_path, friendly_name in raw["keys"].items(): + keys.append( + DataKeyConfig(hdf5_path=str(hdf5_path), friendly_name=str(friendly_name)) + ) detector_keys = [] - if 'detector_keys' in raw: - for hdf5_path, config in raw['detector_keys'].items(): - detector_keys.append(DetectorKeyConfig( - hdf5_path=str(hdf5_path), - name=config.get('name', hdf5_path), - rois=config.get('rois', None), - combine_rois=config.get('combine_rois', True), - transpose=config.get('transpose', False), - )) + if "detector_keys" in raw: + for hdf5_path, config in raw["detector_keys"].items(): + detector_keys.append( + DetectorKeyConfig( + hdf5_path=str(hdf5_path), + name=config.get("name", hdf5_path), + rois=config.get("rois", None), + combine_rois=config.get("combine_rois", True), + transpose=config.get("transpose", False), + ) + ) - return DataConfig(runs=runs, keys=keys, detector_keys=detector_keys) + max_shots = None + if "max_shots" in raw: + val = raw["max_shots"] + if val is not None: + max_shots = int(val) + + return DataConfig( + runs=runs, keys=keys, detector_keys=detector_keys, max_shots=max_shots + ) def _normalize_yaml_keys(d: dict) -> dict: @@ -130,9 +151,9 @@ def _normalize_yaml_keys(d: dict) -> dict: normalized = {} for k, v in d.items(): if k is True: - normalized['on'] = v + normalized["on"] = v elif k is False: - normalized['off'] = v + normalized["off"] = v else: normalized[str(k)] = v return normalized @@ -147,12 +168,12 @@ def _parse_steps(raw_list: list, section_name: str) -> list[StepConfig]: f"{section_name}[{i}]: each entry must be a mapping, got {type(entry).__name__}" ) entry = _normalize_yaml_keys(entry) - if 'step' not in entry: + if "step" not in entry: raise ConfigValidationError( f"{section_name}[{i}]: missing required 'step' field" ) - step_name = entry['step'] - args = {k: v for k, v in entry.items() if k != 'step'} + step_name = entry["step"] + args = {k: v for k, v in entry.items() if k != "step"} steps.append(StepConfig(step=step_name, args=args)) return steps @@ -160,14 +181,14 @@ def _parse_steps(raw_list: list, section_name: str) -> list[StepConfig]: def _validate_step_names(steps: list[StepConfig], section: str): """Check that all step names are registered.""" for step_config in steps: - if section == 'pipeline': + if section == "pipeline": try: get_step(step_config.step) except StepNotFoundError as e: raise ConfigValidationError( f"pipeline references unknown step '{step_config.step}': {e}" ) - elif section == 'reduction': + elif section == "reduction": try: get_reduction(step_config.step) except ReductionNotFoundError as e: @@ -201,37 +222,37 @@ def parse_yaml(path: str, validate_steps: bool = True) -> PipelineConfig: if not path.exists(): raise ConfigValidationError(f"Config file not found: {path}") - with open(path, 'r') as f: + with open(path, "r") as f: raw = yaml.safe_load(f) if not isinstance(raw, dict): raise ConfigValidationError("YAML root must be a mapping") - if 'experiment' not in raw: + if "experiment" not in raw: raise ConfigValidationError("Missing required section: 'experiment'") - if 'data' not in raw: + if "data" not in raw: raise ConfigValidationError("Missing required section: 'data'") - if 'pipeline' not in raw: + if "pipeline" not in raw: raise ConfigValidationError("Missing required section: 'pipeline'") - experiment = _parse_experiment(raw['experiment']) - data = _parse_data(raw['data']) - pipeline_steps = _parse_steps(raw['pipeline'], 'pipeline') + experiment = _parse_experiment(raw["experiment"]) + data = _parse_data(raw["data"]) + pipeline_steps = _parse_steps(raw["pipeline"], "pipeline") reduction_steps = [] - if 'reduction' in raw and raw['reduction']: - reduction_steps = _parse_steps(raw['reduction'], 'reduction') + if "reduction" in raw and raw["reduction"]: + reduction_steps = _parse_steps(raw["reduction"], "reduction") output = OutputConfig() - if 'output' in raw and raw['output']: + if "output" in raw and raw["output"]: output = OutputConfig( - format=raw['output'].get('format', 'hdf5'), - path=raw['output'].get('path', './results/'), + format=raw["output"].get("format", "hdf5"), + path=raw["output"].get("path", "./results/"), ) if validate_steps: - _validate_step_names(pipeline_steps, 'pipeline') - _validate_step_names(reduction_steps, 'reduction') + _validate_step_names(pipeline_steps, "pipeline") + _validate_step_names(reduction_steps, "reduction") return PipelineConfig( experiment=experiment, diff --git a/XSpect/controller/pipeline.py b/XSpect/controller/pipeline.py index 732fd7a..f46f9a4 100644 --- a/XSpect/controller/pipeline.py +++ b/XSpect/controller/pipeline.py @@ -70,21 +70,33 @@ def run(self, cores: int = 1, batch_size: int = 2000) -> None: (dc.hdf5_path, dc.name, dc.transpose) for dc in self.config.data.detector_keys ] - scalar_keys = [ - (dk.hdf5_path, dk.friendly_name) - for dk in self.config.data.keys - ] + scalar_keys = [(dk.hdf5_path, dk.friendly_name) for dk in self.config.data.keys] for run_number in self.config.data.runs: self._status_log.append(f"Processing run {run_number}") run = self._create_run(exp, run_number) self._load_data(run, skip_detector=True) - if hasattr(run, 'total_shots') and run.total_shots > batch_size: - run_batched(run, self.config.pipeline, cores=cores, - batch_size=batch_size, - detector_configs=detector_configs, - scalar_keys=scalar_keys) + if hasattr(run, "total_shots") and run.total_shots > batch_size: + # Pre-run the pipeline on the parent run (no detector loaded). + # Detector-dependent steps return gracefully; scalar-only steps + # (e.g. make_ccm_axis, ccm_binning, time_binning) fire here and + # produce a globally consistent axis. The resulting attributes + # are then injected into every batch so each batch shares the + # same ccm_bins / ccm_energies / time_bins instead of deriving + # its own from an incomplete slice of the data. + run_pipeline(run, self.config.pipeline) + precomputed_attrs = self._collect_scalar_precomputed(run) + + run_batched( + run, + self.config.pipeline, + cores=cores, + batch_size=batch_size, + detector_configs=detector_configs, + scalar_keys=scalar_keys, + precomputed_attrs=precomputed_attrs, + ) else: self._load_detector(run) run_pipeline(run, self.config.pipeline) @@ -94,7 +106,9 @@ def run(self, cores: int = 1, batch_size: int = 2000) -> None: if self.config.reduction: self._status_log.append("Running reduction steps") - reduction_results = run_reductions(self.analyzed_runs, self.config.reduction) + reduction_results = run_reductions( + self.analyzed_runs, self.config.reduction + ) self.results.update(reduction_results) for run in self.analyzed_runs: @@ -104,17 +118,81 @@ def run(self, cores: int = 1, batch_size: int = 2000) -> None: self._status_log.append("Pipeline execution complete") + def _collect_scalar_precomputed(self, run) -> dict: + """Collect scalar-derived attributes set during the pre-pipeline run. + + Returns attributes that are either non-array scalars or small arrays + whose first dimension does NOT equal total_shots (i.e. axis/bin arrays + like ccm_bins, ccm_energies, time_bins), plus per-shot arrays that + should be sliced per-batch (ccm_bin_indices, timing_bin_indices). + + These are later injected into each batch so that axis steps (make_ccm_axis, + time_binning) see a pre-populated result and skip re-derivation. + + Raw input data keys (scalar_keys and detector_keys) are excluded: they + are reloaded fresh from HDF5 in each batch worker and must not be + overwritten by a pre-pipeline-mutated (e.g. union_shots-filtered) copy. + """ + import numpy as np + + # Names that will be reloaded per-batch from HDF5 — never inject these. + input_names = {dk.friendly_name for dk in self.config.data.keys} + input_names |= {dc.name for dc in self.config.data.detector_keys} + + skip = { + "spec_experiment", + "run_number", + "run_file", + "status", + "status_datetime", + "verbose", + "end_index", + "start_index", + "results", + "total_shots", + "run_shots", + "xray", + "laser", + "simultaneous", + "h5", + } | input_names + + total = getattr(run, "total_shots", None) + attrs = {} + for attr, value in vars(run).items(): + if attr in skip or attr.startswith("_"): + continue + if isinstance(value, np.ndarray): + attrs[attr] = value + elif not isinstance(value, np.ndarray) and value is not None: + # Skip non-array objects (h5 handles, etc.) but keep scalars + if isinstance(value, (int, float, bool, str)): + attrs[attr] = value + return attrs + def _collect_run_attributes(self, run): """Collect pipeline-generated attributes from a run into self.results.""" skip = { - 'spec_experiment', 'run_number', 'run_file', 'status', - 'status_datetime', 'verbose', 'end_index', 'start_index', - 'results', 'total_shots', 'run_shots', 'xray', 'laser', - 'simultaneous', 'h5', + "spec_experiment", + "run_number", + "run_file", + "status", + "status_datetime", + "verbose", + "end_index", + "start_index", + "results", + "total_shots", + "run_shots", + "xray", + "laser", + "simultaneous", + "h5", } import numpy as np + for attr, value in vars(run).items(): - if attr in skip or attr.startswith('_'): + if attr in skip or attr.startswith("_"): continue if isinstance(value, np.ndarray): self.results[attr] = value @@ -130,8 +208,10 @@ def _create_experiment(self): def _create_run(self, exp, run_number: int): """Create a spectroscopy_run for the given run number.""" + max_shots = self.config.data.max_shots + end_index = max_shots if max_shots is not None else -1 try: - run = spectroscopy_run(exp, run_number) + run = spectroscopy_run(exp, run_number, end_index=end_index) except Exception: run = spectroscopy_run.__new__(spectroscopy_run) run.spec_experiment = exp @@ -140,7 +220,7 @@ def _create_run(self, exp, run_number: int): run.status = [] run.status_datetime = [] run.verbose = False - run.end_index = -1 + run.end_index = end_index run.start_index = 0 run.results = {} return run @@ -168,8 +248,8 @@ def _load_data(self, run, skip_detector=False): for det_config in self.config.data.detector_keys: kwargs = {} if det_config.rois is not None: - kwargs['rois'] = det_config.rois - kwargs['combine'] = det_config.combine_rois + kwargs["rois"] = det_config.rois + kwargs["combine"] = det_config.combine_rois run.load_run_key_delayed( [det_config.hdf5_path], [det_config.name], @@ -177,11 +257,10 @@ def _load_data(self, run, skip_detector=False): ) # Close the h5py file handle so the run object is picklable for multiprocessing - if hasattr(run, 'h5'): + if hasattr(run, "h5"): run.h5.close() del run.h5 - def _load_detector(self, run): """Load detector data into run (for non-batched path).""" if run.run_file is None or not _file_exists(run.run_file): @@ -189,15 +268,15 @@ def _load_detector(self, run): for det_config in self.config.data.detector_keys: kwargs = {} if det_config.rois is not None: - kwargs['rois'] = det_config.rois - kwargs['combine'] = det_config.combine_rois - kwargs['transpose'] = det_config.transpose + kwargs["rois"] = det_config.rois + kwargs["combine"] = det_config.combine_rois + kwargs["transpose"] = det_config.transpose run.load_run_key_delayed( [det_config.hdf5_path], [det_config.name], **kwargs, ) - if hasattr(run, 'h5'): + if hasattr(run, "h5"): run.h5.close() del run.h5 @@ -215,4 +294,5 @@ def __init__(self, lcls_run, hutch, experiment_id): def _file_exists(path: str) -> bool: """Check if a file exists without importing os at module level.""" from pathlib import Path + return Path(path).exists() diff --git a/examples/c.ipynb b/examples/c.ipynb new file mode 100644 index 0000000..afcec14 --- /dev/null +++ b/examples/c.ipynb @@ -0,0 +1,213 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 9, + "id": "a1b2c3d4", + "metadata": {}, + "outputs": [ + { + "ename": "ConfigValidationError", + "evalue": "Config file not found: mfx101609126_static_rixs.yaml", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mConfigValidationError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[9], line 8\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnpz\u001b[39;00m\n\u001b[1;32m 6\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mmatplotlib\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mpyplot\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mplt\u001b[39;00m\n\u001b[0;32m----> 8\u001b[0m p \u001b[38;5;241m=\u001b[39m \u001b[43mPipeline\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfrom_yaml\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mmfx101609126_static_rixs.yaml\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 9\u001b[0m p\u001b[38;5;241m.\u001b[39mrun(cores\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m4\u001b[39m, batch_size\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m500\u001b[39m)\n\u001b[1;32m 11\u001b[0m run \u001b[38;5;241m=\u001b[39m p\u001b[38;5;241m.\u001b[39manalyzed_runs[\u001b[38;5;241m0\u001b[39m]\n", + "File \u001b[0;32m/sdf/data/lcls/ds/xcs/xcs101591326/results/lbgee/XSpect/XSpect/controller/pipeline.py:46\u001b[0m, in \u001b[0;36mPipeline.from_yaml\u001b[0;34m(cls, path)\u001b[0m\n\u001b[1;32m 31\u001b[0m \u001b[38;5;129m@classmethod\u001b[39m\n\u001b[1;32m 32\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mfrom_yaml\u001b[39m(\u001b[38;5;28mcls\u001b[39m, path: \u001b[38;5;28mstr\u001b[39m) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mPipeline\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[1;32m 33\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 34\u001b[0m \u001b[38;5;124;03m Create a Pipeline from a YAML configuration file.\u001b[39;00m\n\u001b[1;32m 35\u001b[0m \n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 44\u001b[0m \u001b[38;5;124;03m Configured pipeline ready to run.\u001b[39;00m\n\u001b[1;32m 45\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m---> 46\u001b[0m config \u001b[38;5;241m=\u001b[39m \u001b[43mparse_yaml\u001b[49m\u001b[43m(\u001b[49m\u001b[43mpath\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 47\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mcls\u001b[39m(config)\n", + "File \u001b[0;32m/sdf/data/lcls/ds/xcs/xcs101591326/results/lbgee/XSpect/XSpect/controller/config_parser.py:202\u001b[0m, in \u001b[0;36mparse_yaml\u001b[0;34m(path, validate_steps)\u001b[0m\n\u001b[1;32m 200\u001b[0m path \u001b[38;5;241m=\u001b[39m Path(path)\n\u001b[1;32m 201\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m path\u001b[38;5;241m.\u001b[39mexists():\n\u001b[0;32m--> 202\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m ConfigValidationError(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mConfig file not found: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mpath\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 204\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28mopen\u001b[39m(path, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mr\u001b[39m\u001b[38;5;124m'\u001b[39m) \u001b[38;5;28;01mas\u001b[39;00m f:\n\u001b[1;32m 205\u001b[0m raw \u001b[38;5;241m=\u001b[39m yaml\u001b[38;5;241m.\u001b[39msafe_load(f)\n", + "\u001b[0;31mConfigValidationError\u001b[0m: Config file not found: mfx101609126_static_rixs.yaml" + ] + } + ], + "source": [ + "import os\n", + "os.chdir(os.path.dirname(os.path.abspath('__file__')) + '/..')\n", + "\n", + "from XSpect import Pipeline\n", + "import numpy as npz\n", + "import matplotlib.pyplot as plt\n", + "\n", + "p = Pipeline.from_yaml('mfx101609126_static_rixs.yaml')\n", + "p.run(cores=4, batch_size=500)\n", + "\n", + "run = p.analyzed_runs[0]\n", + "print(f'Runs processed: {len(p.analyzed_runs)}')\n", + "print(f'Energy bins: {len(run.ccm_energies)}')\n", + "print(f'Total shots: {run.epix_energy_bincount.sum():.0f}')\n", + "print(f'Avg shots/bin: {run.epix_energy_bincount.mean():.0f}')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "e5f6g7h8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "RIXS plane shape: (71, 300)\n", + "Incident energy range: 7095.0 - 8105.2 eV\n" + ] + } + ], + "source": [ + "# RIXS plane: incident energy (DCCM) vs emission pixel\n", + "rixs = run.epix_energy_binned_ROI_1 # (n_energy x n_emission_pixels)\n", + "incident_energy = run.ccm_energies * 1000 # keV -> eV\n", + "\n", + "print(f'RIXS plane shape: {rixs.shape}')\n", + "print(f'Incident energy range: {incident_energy[0]:.1f} - {incident_energy[-1]:.1f} eV')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e150a0f4", + "metadata": {}, + "outputs": [], + "source": [ + "# --- Detector ROI diagnostic ---\n", + "# epix_reduced: sum of all ADU-filtered xray frames (60 rows x 300 cols).\n", + "# Left panel: 2D image with the current spatial ROI marked (red dashes).\n", + "# Right panel: row projection (sum over emission axis) showing where signal\n", + "# is concentrated in the cross-dispersion direction.\n", + "# Adjust rois in the YAML if the red band does not cover the signal peak.\n", + "\n", + "img = run.epix_reduced # shape (60, 300)\n", + "roi_rows = [0, 60] # must match rois: [[0, 60]] in the YAML\n", + "\n", + "fig, axes = plt.subplots(1, 2, figsize=(12, 4),\n", + " gridspec_kw={'width_ratios': [3, 1]})\n", + "\n", + "# 2D image\n", + "ax = axes[0]\n", + "im = ax.imshow(img, aspect='auto', origin='lower',\n", + " extent=[0, img.shape[1], 0, img.shape[0]],\n", + " cmap='viridis')\n", + "plt.colorbar(im, ax=ax, label='Counts')\n", + "ax.axhline(roi_rows[0], color='red', ls='--', lw=1.5, label=f'ROI y={roi_rows[0]}')\n", + "ax.axhline(roi_rows[1], color='red', ls='--', lw=1.5, label=f'ROI y={roi_rows[1]}')\n", + "ax.set_xlabel('Emission pixel (col)')\n", + "ax.set_ylabel('Cross-dispersion (row)')\n", + "ax.set_title('Summed xray frames — run 97')\n", + "ax.legend(fontsize=8)\n", + "\n", + "# Row projection\n", + "ax2 = axes[1]\n", + "row_proj = img.sum(axis=1) # sum over emission axis → signal vs row\n", + "ax2.plot(row_proj, np.arange(len(row_proj)))\n", + "ax2.axhline(roi_rows[0], color='red', ls='--', lw=1.5)\n", + "ax2.axhline(roi_rows[1], color='red', ls='--', lw=1.5)\n", + "ax2.set_xlabel('Counts')\n", + "ax2.set_ylabel('Cross-dispersion (row)')\n", + "ax2.set_title('Row projection')\n", + "\n", + "plt.tight_layout()\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "i9j0k1l2", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(10, 6))\n", + "\n", + "im = ax.imshow(\n", + " rixs,\n", + " aspect='auto',\n", + " origin='lower',\n", + " extent=[0, rixs.shape[1], incident_energy[0], incident_energy[-1]],\n", + " cmap='viridis',\n", + ")\n", + "cbar = plt.colorbar(im, ax=ax, label='Counts')\n", + "ax.set_xlabel('Emission pixel')\n", + "ax.set_ylabel('Incident energy (eV)')\n", + "ax.set_title('RIXS plane — mfx101609126 run 97')\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "m3n4o5p6", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Shot statistics per incident energy bin\n", + "fig, ax = plt.subplots(figsize=(8, 3))\n", + "ax.bar(incident_energy, run.epix_energy_bincount, width=np.median(np.diff(incident_energy)) * 0.8)\n", + "ax.set_xlabel('Incident energy (eV)')\n", + "ax.set_ylabel('Shots per bin')\n", + "ax.set_title('Shot statistics')\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d0d1b158-0b8f-4c51-aa11-06240f264ff2", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1cace998-196b-423a-9cb0-2fdea33fe7b3", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.20" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/droplet_recon_pipeline_eval.ipynb b/examples/droplet_recon_pipeline_eval.ipynb new file mode 100644 index 0000000..fad7df4 --- /dev/null +++ b/examples/droplet_recon_pipeline_eval.ipynb @@ -0,0 +1,522 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "98c3d283", + "metadata": {}, + "source": [ + "# Evaluate the `droplet_reconstruction` pipeline step\n", + "\n", + "This notebook evaluates the integration of `droplet_reconstruct.py` into XSpect as a\n", + "registered pipeline step (`XSpect/analysis/droplet.py`).\n", + "\n", + "**What changed**\n", + "- New step `droplet_reconstruction` reconstructs per-shot 2D images from the\n", + " `droplet_droplet2phot_sparse_*` arrays in the source smalldata HDF5.\n", + "- It supports both fixed-length (zero-padded) and variable-length sparse layouts,\n", + " auto-detecting which is present.\n", + "- Batch manager now injects `abs_start_index` / `abs_end_index` so the step reads the\n", + " correct HDF5 rows in batched mode.\n", + "- `max_shots:` in the YAML `data:` section limits shots loaded per run (for testing).\n", + "\n", + "**Test config**: `mfx101609126_droplet_recon_test.yaml` reconstructs `epix100_0` for\n", + "run 79 (first 100 shots) using `roi: [270, 330, 400, 700]` — the same window stored in\n", + "`epix100_0/ROI_area` — then runs the standard XES chain (ADU threshold -> patch -> rotate\n", + "-> spatial reduce).\n", + "\n", + "Each section prints a clear PASS/FAIL so you can judge correctness at a glance." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "5fe98cd0", + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-30T21:37:57.687743Z", + "iopub.status.busy": "2026-06-30T21:37:57.687472Z", + "iopub.status.idle": "2026-06-30T21:38:00.310304Z", + "shell.execute_reply": "2026-06-30T21:38:00.309664Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "droplet_reconstruction registered: True\n" + ] + } + ], + "source": [ + "import sys, os\n", + "sys.path.insert(0, '..')\n", + "\n", + "import importlib\n", + "import numpy as np\n", + "import h5py\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# NOTE: do NOT importlib.reload the XSpect droplet module here — the\n", + "# @register_step decorator raises 'already registered' on re-import. If you\n", + "# edit XSpect/analysis/droplet.py, restart the kernel to pick up changes.\n", + "from XSpect.controller.pipeline import Pipeline\n", + "from XSpect.analysis.registry import list_steps\n", + "from XSpect.analysis.droplet import _reconstruct_fixed, _reconstruct_var, PANEL_SHAPE\n", + "\n", + "YAML = 'mfx101609126_droplet_recon_test.yaml'\n", + "SRC = '/sdf/data/lcls/ds/mfx/mfx101609126/hdf5/smalldata/mfx101609126_Run0079.h5'\n", + "ROI = (270, 330, 400, 700) # rows 270-330, cols 400-700 -> (60, 300)\n", + "\n", + "print('droplet_reconstruction registered:', 'droplet_reconstruction' in list_steps())" + ] + }, + { + "cell_type": "markdown", + "id": "ac76b612", + "metadata": {}, + "source": [ + "## 1. Run the full pipeline from YAML\n", + "\n", + "Single-batch path (`batch_size` >> `max_shots`), mirroring `regenerate_run0079.py`." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "0f618cb8", + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-30T21:38:00.313280Z", + "iopub.status.busy": "2026-06-30T21:38:00.312844Z", + "iopub.status.idle": "2026-06-30T21:38:00.754698Z", + "shell.execute_reply": "2026-06-30T21:38:00.754156Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=== Step-by-step status ===\n", + " New analysis of run 79 located in: /sdf/data/lcls/ds/mfx/mfx101609126/hdf5/smalldata/mfx101609126_Run0079.h5\n", + " HDF5 import of keys completed. Time: 0.02 seconds\n", + " Obtained shot properties\n", + " Running step: droplet_reconstruction\n", + " droplet_reconstruction: 'epix100_0' -> 'epix_spec' shape=(100, 60, 300) roi=(270, 330, 400, 700) shots=[0,100) elapsed=0.2s\n", + " Completed step: droplet_reconstruction\n", + " Running step: union_shots\n", + " Union shots: xrt_hproj with masks ['xray', 'xray'] -> xrt_hproj (8 shots)\n", + " Completed step: union_shots\n", + " Running step: union_shots\n", + " Union shots: ipm with masks ['xray', 'xray'] -> ipm (8 shots)\n", + " Completed step: union_shots\n", + " Running step: union_shots\n", + " Union shots: epix_spec with masks ['xray', 'xray'] -> epix_spec (8 shots)\n", + " Completed step: union_shots\n", + " Running step: filter_detector_adu\n", + " ADU filtered epix_spec with threshold 5.0\n", + " Completed step: filter_detector_adu\n", + " Running step: patch_pixels\n", + " Patched 9 pixels on epix_spec (axis=2, mode=polynomial)\n", + " Completed step: patch_pixels\n", + " Running step: rotate_detector\n", + " Rotated epix_spec by -2.00 degrees (axes=[1, 2], reshape=False)\n", + " Completed step: rotate_detector\n", + " Running step: reduce_detector_spatial\n", + " Spatial reduction: epix_spec -> epix_spec_ROI_1\n", + " Completed step: reduce_detector_spatial\n", + "\n", + "=== Results (ndarrays) ===\n", + " ipm: shape=(8,) dtype=float64 sum=7.869e+05\n", + " xrt_hproj: shape=(8, 2048) dtype=int32 sum=2.509e+09\n", + " epix_spec_ROI_1: shape=(8, 300) dtype=float64 sum=2.752e+04\n" + ] + } + ], + "source": [ + "pipeline = Pipeline.from_yaml(YAML)\n", + "pipeline.run(cores=1, batch_size=100000)\n", + "\n", + "print('=== Step-by-step status ===')\n", + "for msg in pipeline.analyzed_runs[0].status:\n", + " print(' ', msg)\n", + "\n", + "print('\\n=== Results (ndarrays) ===')\n", + "for k, v in pipeline.results.items():\n", + " if isinstance(v, np.ndarray):\n", + " print(f' {k}: shape={v.shape} dtype={v.dtype} sum={np.nansum(v):.4g}')" + ] + }, + { + "cell_type": "markdown", + "id": "346158c0", + "metadata": {}, + "source": [ + "## 2. Cross-check against the standalone reference module\n", + "\n", + "The integrated step must produce bit-identical images to the original\n", + "`droplet_reconstruct.DropletReconstructor` for the same shots and ROI." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "0143d4b8", + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-30T21:38:00.757067Z", + "iopub.status.busy": "2026-06-30T21:38:00.756549Z", + "iopub.status.idle": "2026-06-30T21:38:01.970927Z", + "shell.execute_reply": "2026-06-30T21:38:01.970249Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "epix100_0 (fixed-length) identical to reference: True\n", + " total photons mine=9571 ref=9571\n", + "PASS\n" + ] + } + ], + "source": [ + "import droplet_reconstruct\n", + "importlib.reload(droplet_reconstruct)\n", + "from droplet_reconstruct import DropletReconstructor, ROIS\n", + "\n", + "rec = DropletReconstructor(SRC)\n", + "with h5py.File(SRC, 'r') as fh:\n", + " mine = _reconstruct_fixed(fh, 'epix100_0', 0, 20, ROI, PANEL_SHAPE)\n", + "ref = rec.reconstruct_many('epix100_0', list(range(20)), roi=ROI)\n", + "rec.close()\n", + "\n", + "ok = np.array_equal(mine, ref)\n", + "print(f'epix100_0 (fixed-length) identical to reference: {ok}')\n", + "print(f' total photons mine={mine.sum():.0f} ref={ref.sum():.0f}')\n", + "print('PASS' if ok else 'FAIL')" + ] + }, + { + "cell_type": "markdown", + "id": "dcbbb663", + "metadata": {}, + "source": [ + "## 3. Verify shot alignment against `ROI_area`\n", + "\n", + "The reconstructed images should be perfectly shot-aligned with the pre-processed\n", + "`epix100_0/ROI_area` dataset. Per-shot total-signal correlation should be ~1.0." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "18a6b0b9", + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-30T21:38:01.974242Z", + "iopub.status.busy": "2026-06-30T21:38:01.973946Z", + "iopub.status.idle": "2026-06-30T21:38:04.018856Z", + "shell.execute_reply": "2026-06-30T21:38:04.018295Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ROI_area shape (100, 60, 300) recon shape (100, 60, 300)\n", + "Per-shot signal correlation: 1.0000\n", + "PASS\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with h5py.File(SRC, 'r') as fh:\n", + " recon = _reconstruct_fixed(fh, 'epix100_0', 0, 100, ROI, PANEL_SHAPE)\n", + " roi_area = fh['epix100_0/ROI_area'][0:100]\n", + "\n", + "recon_tot = recon.sum(axis=(1, 2))\n", + "roi_tot = np.clip(roi_area, 0, None).sum(axis=(1, 2))\n", + "m = roi_tot > 0\n", + "corr = np.corrcoef(recon_tot[m], roi_tot[m])[0, 1]\n", + "print(f'ROI_area shape {roi_area.shape} recon shape {recon.shape}')\n", + "print(f'Per-shot signal correlation: {corr:.4f}')\n", + "print('PASS' if corr > 0.99 else 'FAIL')\n", + "\n", + "fig, ax = plt.subplots(figsize=(5, 5))\n", + "ax.scatter(roi_tot[m], recon_tot[m], s=12, alpha=0.6)\n", + "ax.set_xlabel('ROI_area per-shot sum (ADU)')\n", + "ax.set_ylabel('reconstructed per-shot photons')\n", + "ax.set_title(f'Shot alignment (r={corr:.4f})')\n", + "plt.tight_layout(); plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "006afc26", + "metadata": {}, + "source": [ + "## 4. Verify batched slicing is consistent\n", + "\n", + "Reconstructing `[0,100)` in one pass must equal reconstructing `[0,30)+[30,60)+[60,100)`\n", + "as separate batches. This exercises the `abs_start_index`/`abs_end_index` logic the\n", + "batch manager relies on." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "cc64e7a2", + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-30T21:38:04.021793Z", + "iopub.status.busy": "2026-06-30T21:38:04.021554Z", + "iopub.status.idle": "2026-06-30T21:38:04.400504Z", + "shell.execute_reply": "2026-06-30T21:38:04.399949Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "batched concat == full reconstruction: True\n", + "PASS\n" + ] + } + ], + "source": [ + "with h5py.File(SRC, 'r') as fh:\n", + " full = _reconstruct_fixed(fh, 'epix100_0', 0, 100, ROI, PANEL_SHAPE)\n", + " b1 = _reconstruct_fixed(fh, 'epix100_0', 0, 30, ROI, PANEL_SHAPE)\n", + " b2 = _reconstruct_fixed(fh, 'epix100_0', 30, 60, ROI, PANEL_SHAPE)\n", + " b3 = _reconstruct_fixed(fh, 'epix100_0', 60, 100, ROI, PANEL_SHAPE)\n", + "\n", + "stacked = np.concatenate([b1, b2, b3], axis=0)\n", + "ok = np.array_equal(full, stacked)\n", + "print(f'batched concat == full reconstruction: {ok}')\n", + "print('PASS' if ok else 'FAIL')" + ] + }, + { + "cell_type": "markdown", + "id": "b39d039f", + "metadata": {}, + "source": [ + "## 5. ROI-direct scattering is bit-identical and cheaper\n", + "\n", + "When a `roi` is given, photons are filtered to the ROI window and scattered straight\n", + "into the small cropped image (`_scatter_roi`) — the full 704x768 panel is never\n", + "allocated. This must be **bit-identical** to the old `_scatter(...)[r0:r1, c0:c1]`\n", + "approach, while using far less memory." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "baa3ffbc", + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-30T21:38:04.403413Z", + "iopub.status.busy": "2026-06-30T21:38:04.402922Z", + "iopub.status.idle": "2026-06-30T21:38:06.677546Z", + "shell.execute_reply": "2026-06-30T21:38:06.676987Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ROI-direct == full-panel-then-crop (200 shots): True\n", + "PASS\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Output pixels per shot: full=540,672 roi=18,000 (30x smaller)\n", + "Scatter time (200 shots): old=117.0ms new=97.9ms (1.2x faster)\n", + "Peak alloc: old=11.05MB new=2.69MB (4.1x less)\n" + ] + } + ], + "source": [ + "import time, tracemalloc\n", + "from XSpect.analysis.droplet import _scatter, _scatter_roi\n", + "\n", + "# Preload photons for 200 shots so we time only the scatter\n", + "shots = []\n", + "with h5py.File(SRC, 'r') as fh:\n", + " g = 'epix100_0/droplet_droplet2phot_sparse'\n", + " for idx in range(200):\n", + " row = fh[f'{g}_row'][idx].astype(np.float64)\n", + " col = fh[f'{g}_col'][idx].astype(np.float64)\n", + " dat = fh[f'{g}_data'][idx].astype(np.float64)\n", + " v = dat != 0\n", + " shots.append((row[v], col[v], dat[v]))\n", + "\n", + "# Bit-identical check\n", + "identical = all(\n", + " np.array_equal(\n", + " _scatter(r, c, d, PANEL_SHAPE)[ROI[0]:ROI[1], ROI[2]:ROI[3]],\n", + " _scatter_roi(r, c, d, ROI),\n", + " )\n", + " for r, c, d in shots\n", + ")\n", + "print(f'ROI-direct == full-panel-then-crop (200 shots): {identical}')\n", + "print('PASS' if identical else 'FAIL')\n", + "\n", + "# Memory + speed\n", + "tracemalloc.start(); t0 = time.time()\n", + "for r, c, d in shots: _ = _scatter(r, c, d, PANEL_SHAPE)[ROI[0]:ROI[1], ROI[2]:ROI[3]]\n", + "t_old = time.time() - t0; _, peak_old = tracemalloc.get_traced_memory(); tracemalloc.stop()\n", + "\n", + "tracemalloc.start(); t0 = time.time()\n", + "for r, c, d in shots: _ = _scatter_roi(r, c, d, ROI)\n", + "t_new = time.time() - t0; _, peak_new = tracemalloc.get_traced_memory(); tracemalloc.stop()\n", + "\n", + "full_px = PANEL_SHAPE[0]*PANEL_SHAPE[1]; roi_px = (ROI[1]-ROI[0])*(ROI[3]-ROI[2])\n", + "print(f'Output pixels per shot: full={full_px:,} roi={roi_px:,} ({full_px/roi_px:.0f}x smaller)')\n", + "print(f'Scatter time (200 shots): old={t_old*1e3:.1f}ms new={t_new*1e3:.1f}ms ({t_old/t_new:.1f}x faster)')\n", + "print(f'Peak alloc: old={peak_old/1e6:.2f}MB new={peak_new/1e6:.2f}MB ({peak_old/peak_new:.1f}x less)')" + ] + }, + { + "cell_type": "markdown", + "id": "87b0583a", + "metadata": {}, + "source": [ + "## 6. Visualize the reconstructed sum image and final spectrum\n", + "\n", + "Left: summed reconstructed photons over the ROI (before rotation).\n", + "Right: the per-shot XES spectra produced by the full pipeline (`epix_spec_ROI_1`)." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "06502ab2", + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-30T21:38:06.679924Z", + "iopub.status.busy": "2026-06-30T21:38:06.679650Z", + "iopub.status.idle": "2026-06-30T21:38:07.188461Z", + "shell.execute_reply": "2026-06-30T21:38:07.187842Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sum_img = recon.sum(axis=0)\n", + "spec = pipeline.results['epix_spec_ROI_1'] # (n_xray_shots, 300)\n", + "\n", + "fig, axes = plt.subplots(1, 2, figsize=(14, 4))\n", + "im = axes[0].imshow(sum_img, aspect='auto', cmap='viridis')\n", + "axes[0].set_title('Reconstructed epix100_0 photons (sum, ROI)')\n", + "axes[0].set_xlabel('col'); axes[0].set_ylabel('row')\n", + "fig.colorbar(im, ax=axes[0])\n", + "\n", + "axes[1].plot(spec.sum(axis=0))\n", + "axes[1].set_title(f'Summed XES spectrum (n_shots={spec.shape[0]})')\n", + "axes[1].set_xlabel('dispersion pixel'); axes[1].set_ylabel('photons')\n", + "plt.tight_layout(); plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "2d699eb5", + "metadata": {}, + "source": [ + "## 7. Save results to HDF5\n", + "\n", + "Writes `results/mfx101609126_droplet_recon_test/run0079.h5` (mirrors `regenerate_run0079.py`)." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "e0a2cfe1", + "metadata": { + "execution": { + "iopub.execute_input": "2026-06-30T21:38:07.190698Z", + "iopub.status.busy": "2026-06-30T21:38:07.190341Z", + "iopub.status.idle": "2026-06-30T21:38:07.204920Z", + "shell.execute_reply": "2026-06-30T21:38:07.204365Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " saved: ipm (8,)\n", + " saved: xrt_hproj (8, 2048)\n", + " saved: epix_spec_ROI_1 (8, 300)\n", + "\n", + "Written to: ./results/mfx101609126_droplet_recon_test/run0079.h5\n" + ] + } + ], + "source": [ + "out_dir = pipeline.config.output.path\n", + "os.makedirs(out_dir, exist_ok=True)\n", + "run_num = pipeline.config.data.runs[0]\n", + "out_file = os.path.join(out_dir, f'run{run_num:04d}.h5')\n", + "\n", + "with h5py.File(out_file, 'w') as f:\n", + " for key, value in pipeline.results.items():\n", + " if isinstance(value, np.ndarray):\n", + " f.create_dataset(key, data=value)\n", + " print(f' saved: {key} {value.shape}')\n", + "\n", + "print(f'\\nWritten to: {out_file}')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.20" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/droplet_reconstruct.py b/examples/droplet_reconstruct.py new file mode 100644 index 0000000..487c6ae --- /dev/null +++ b/examples/droplet_reconstruct.py @@ -0,0 +1,157 @@ +""" +Per-shot detector image reconstruction from droplet2photon sparse results. + +The smd_producer droplet2Photons pipeline stores, for every shot, a sparse list +of reconstructed single-photon positions (row, col) on the FULL epix100 panel +(704 x 768), each with a photon count in `data` (normally 1.0; repeated +coordinates / data>1 mean multiple photons at the same pixel). + +Two storage layouts appear in the same file: + + * Fixed-length (epix100_0): /droplet_droplet2phot_sparse_{row,col,data,tile} + shape (Nshots, nData) zero-padded; valid = data != 0 + * Variable-length (epix100_1): /var_droplet_droplet2phot_sparse/{row,col,data,tile} + flat arrays + /..._sparse_len giving per-shot counts + +This module scatters those photons back onto a 2D image. Coordinates are in +full-panel space, so the returned image is the full panel by default; pass +roi=(r0, r1, c0, c1) to crop (e.g. the LUTE getROIs window). + +Usage +----- + from droplet_reconstruct import DropletReconstructor, ROIS, PANEL_SHAPE + + rec = DropletReconstructor(SMD_PATH) + img = rec.reconstruct_shot('epix100_0', shot_index=30311) # full panel + img = rec.reconstruct_shot('epix100_1', 1361, roi=ROIS['epix100_1']) # cropped + rec.close() +""" + +import h5py +import numpy as np + +PANEL_SHAPE = (704, 768) # full epix100 panel (rows, cols) + +# ROI windows (row0, row1, col0, col1) from the LUTE getROIs config for +# mfx101609126 — used only for optional cropping / verification against ROI_area. +ROIS = { + "epix100_0": (270, 330, 400, 700), # -> (60, 300) + "epix100_1": (350, 450, 80, 700), # -> (100, 620) +} + + +def _scatter(rows, cols, data, shape): + """Accumulate photon counts at (row, col) into a dense 2D image. + + Sub-pixel float coordinates are floored to the containing pixel. Repeated + coordinates accumulate, so multi-photon pixels add up correctly. + """ + img = np.zeros(shape, dtype=np.float64) + if rows.size == 0: + return img + ri = np.floor(rows).astype(np.int64) + ci = np.floor(cols).astype(np.int64) + inb = (ri >= 0) & (ri < shape[0]) & (ci >= 0) & (ci < shape[1]) + np.add.at(img, (ri[inb], ci[inb]), data[inb]) + return img + + +class DropletReconstructor: + """Reconstruct per-shot images from droplet2photon sparse data.""" + + def __init__(self, smd_path): + self.path = smd_path + self.f = h5py.File(smd_path, "r") + self._var_offsets = {} # cache cumulative offsets for variable-length dets + + def close(self): + self.f.close() + + def __enter__(self): + return self + + def __exit__(self, *a): + self.close() + + # -- format detection ---------------------------------------------------- + def _is_fixed(self, det): + return f"{det}/droplet_droplet2phot_sparse_data" in self.f + + def _is_var(self, det): + return f"{det}/var_droplet_droplet2phot_sparse/data" in self.f + + def _offsets(self, det): + if det not in self._var_offsets: + lens = self.f[f"{det}/var_droplet_droplet2phot_sparse_len"][:] + self._var_offsets[det] = np.concatenate([[0], np.cumsum(lens)]) + return self._var_offsets[det] + + # -- per-shot photon coordinates ---------------------------------------- + def photons(self, det, shot_index): + """Return (rows, cols, data) of valid photons for one shot (full panel).""" + if self._is_fixed(det): + g = f"{det}/droplet_droplet2phot_sparse" + row = self.f[f"{g}_row"][shot_index] + col = self.f[f"{g}_col"][shot_index] + dat = self.f[f"{g}_data"][shot_index] + valid = dat != 0 # zero-padding sentinel + return ( + row[valid].astype(np.float64), + col[valid].astype(np.float64), + dat[valid].astype(np.float64), + ) + if self._is_var(det): + off = self._offsets(det) + s, e = off[shot_index], off[shot_index + 1] + g = f"{det}/var_droplet_droplet2phot_sparse" + row = self.f[f"{g}/row"][s:e].astype(np.float64) + col = self.f[f"{g}/col"][s:e].astype(np.float64) + dat = self.f[f"{g}/data"][s:e].astype(np.float64) + return row, col, dat + # Neither layout matched — list what *is* present to aid debugging + # (a common cause is a stale module import in a Jupyter kernel: the + # on-disk droplet_reconstruct.py supports both layouts, so reload it). + available = list(self.f[det].keys()) if det in self.f else [] + raise KeyError( + f"No droplet2phot sparse data found for {det!r}. " + f"Datasets under {det!r}: {available}. " + f"If you edited droplet_reconstruct.py, reload it in the kernel " + f"(e.g. importlib.reload) — Jupyter caches the old import." + ) + + # -- reconstruction ------------------------------------------------------ + def reconstruct_shot(self, det, shot_index, roi=None): + """Reconstruct the 2D photon-count image for a single shot. + + Parameters + ---------- + det : str detector group name, e.g. 'epix100_0' + shot_index : int absolute shot index in the run + roi : tuple or None (row0, row1, col0, col1) to crop; None -> full panel + + Returns + ------- + np.ndarray (rows, cols) of photon counts + """ + rows, cols, dat = self.photons(det, shot_index) + if roi is None: + return _scatter(rows, cols, dat, PANEL_SHAPE) + r0, r1, c0, c1 = roi + img = _scatter(rows, cols, dat, PANEL_SHAPE) + return img[r0:r1, c0:c1] + + def reconstruct_many(self, det, shot_indices, roi=None): + """Reconstruct a stack of shots -> (Nshots, rows, cols).""" + shape = PANEL_SHAPE if roi is None else (roi[1] - roi[0], roi[3] - roi[2]) + out = np.zeros((len(shot_indices),) + shape, dtype=np.float64) + for k, idx in enumerate(shot_indices): + out[k] = self.reconstruct_shot(det, idx, roi=roi) + return out + + def sum_image(self, det, shot_indices, roi=None): + """Accumulate all photons across the given shots into one 2D image.""" + shape = PANEL_SHAPE if roi is None else (roi[1] - roi[0], roi[3] - roi[2]) + acc = np.zeros(shape, dtype=np.float64) + for idx in shot_indices: + acc += self.reconstruct_shot(det, idx, roi=roi) + return acc diff --git a/examples/droplet_reconstruction.ipynb b/examples/droplet_reconstruction.ipynb new file mode 100644 index 0000000..1408a66 --- /dev/null +++ b/examples/droplet_reconstruction.ipynb @@ -0,0 +1,1092 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "899e6027", + "metadata": {}, + "source": [ + "# Per-shot detector reconstruction from droplet2photon results\n", + "\n", + "Reconstructs per-shot 2D images for `epix100_0` (spectroscopy) and `epix100_1` (SEER)\n", + "from the sparse single-photon positions written by the smd_producer `droplet2Photons`\n", + "pipeline (`mfx101609126_Run0079.h5`).\n", + "\n", + "The photon coordinates are stored on the **full epix100 panel** (704 x 768), with\n", + "`data` = photon count per pixel. `DropletReconstructor` scatters them back into a\n", + "dense image and (optionally) crops to the ROI window used by the XES pipeline.\n", + "\n", + "Two storage layouts are handled transparently:\n", + "* fixed-length zero-padded (`epix100_0`): valid entries where `data != 0`\n", + "* variable-length packed (`epix100_1`): flat arrays + per-shot `_sparse_len`" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "6d987cf3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2843 xray-on shots of 35998 total\n", + "ROI windows (row0, row1, col0, col1): {'epix100_0': (270, 330, 400, 700), 'epix100_1': (350, 450, 80, 700)}\n" + ] + } + ], + "source": [ + "import importlib\n", + "import h5py\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# Reload so edits to droplet_reconstruct.py take effect without restarting the\n", + "# kernel (Jupyter caches imports; a stale copy causes spurious\n", + "# 'No droplet2phot sparse data found' KeyErrors).\n", + "import droplet_reconstruct\n", + "importlib.reload(droplet_reconstruct)\n", + "from droplet_reconstruct import DropletReconstructor, ROIS, PANEL_SHAPE\n", + "\n", + "SMD_PATH = '/sdf/data/lcls/ds/mfx/mfx101609126/hdf5/smalldata/mfx101609126_Run0079.h5'\n", + "\n", + "rec = DropletReconstructor(SMD_PATH)\n", + "\n", + "# xray-on shot indices (matches the XES pipeline's 2843-shot selection)\n", + "with h5py.File(SMD_PATH, 'r') as f:\n", + " xray = f['lightStatus/xray'][:].astype(bool)\n", + "xray_idx = np.where(xray)[0]\n", + "print(f'{xray_idx.size} xray-on shots of {xray.size} total')\n", + "print('ROI windows (row0, row1, col0, col1):', ROIS)" + ] + }, + { + "cell_type": "markdown", + "id": "beaadd77", + "metadata": {}, + "source": [ + "## 1. Reconstruct a single shot\n", + "\n", + "`reconstruct_shot(det, shot_index, roi=...)` returns a 2D photon-count image.\n", + "Pass `roi=None` for the full panel, or `roi=ROIS[det]` to crop to the XES window." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "615f64f6", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Pick the busiest xray-on shot per detector for a clear example\n", + "fig, axes = plt.subplots(1, 2, figsize=(13, 4))\n", + "for ax, det in zip(axes, ['epix100_0', 'epix100_1']):\n", + " nd = rec.f[f'{det}/droplet_nDroplets'][:]\n", + " nd_xray = nd.copy(); nd_xray[~xray] = 0\n", + " shot = int(np.argmax(nd_xray))\n", + " img = rec.reconstruct_shot(det, shot, roi=ROIS[det])\n", + " im = ax.imshow(img, aspect='auto', cmap='viridis')\n", + " ax.set_title(f'{det} shot {shot} ({int(img.sum())} photons)')\n", + " ax.set_xlabel('ROI column'); ax.set_ylabel('ROI row')\n", + " plt.colorbar(im, ax=ax, label='photons')\n", + "plt.tight_layout(); plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "a1834f14", + "metadata": {}, + "source": [ + "## 2. Verify against `ROI_area`\n", + "\n", + "The reconstructed photon image should be spatially co-located with the stored\n", + "ADU-thresholded `ROI_area` intensity. We sum a subset of shots and compare\n", + "(2D Pearson correlation over all ROI pixels)." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "8793138f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "epix100_0: 2D spatial correlation = 0.9995\n", + "epix100_1: 2D spatial correlation = 0.9730\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ADU_THRESH = 5.0\n", + "subset = xray_idx[:500]\n", + "\n", + "fig, axes = plt.subplots(2, 2, figsize=(13, 7))\n", + "for k, det in enumerate(['epix100_0', 'epix100_1']):\n", + " roi = ROIS[det]\n", + " photons = rec.sum_image(det, subset, roi=roi)\n", + " inten = rec.f[f'{det}/ROI_area'][subset].astype(float)\n", + " inten = np.nan_to_num(inten); inten[inten < ADU_THRESH] = 0\n", + " inten = inten.sum(axis=0)\n", + " corr = np.corrcoef(photons.ravel(), inten.ravel())[0, 1]\n", + "\n", + " a = axes[k, 0]\n", + " im = a.imshow(photons, aspect='auto', cmap='viridis')\n", + " a.set_title(f'{det} reconstructed photons (sum {len(subset)} shots)')\n", + " plt.colorbar(im, ax=a)\n", + " b = axes[k, 1]\n", + " im = b.imshow(inten, aspect='auto', cmap='viridis')\n", + " b.set_title(f'{det} ROI_area intensity (ADU>{ADU_THRESH:.0f}) corr={corr:.4f}')\n", + " plt.colorbar(im, ax=b)\n", + " print(f'{det}: 2D spatial correlation = {corr:.4f}')\n", + "plt.tight_layout(); plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "2e4bbf21", + "metadata": {}, + "source": [ + "## 3. Reconstruct a stack of xray-on shots\n", + "\n", + "`reconstruct_many` returns `(Nshots, rows, cols)`. Cropping to the ROI keeps the\n", + "arrays small; the full panel (704x768) is ~4 MB/shot so prefer `roi=` for large\n", + "selections. Below: a small stack you can feed into per-shot analysis." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "4b059bc1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "epix100_1 photon-counted stack: (2843, 100, 620) (mean 944630 photons/shot)\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "dd392867fa334cc29956136bde6286fb", + "version_major": 2, + "version_minor": 0 + }, + "image/png": 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+ "text/html": [ + "\n", + "
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Droplet vs non-droplet emission spectrum\n", + "\n", + "Compare the droplet photon-counted spectrum (from cell 3) against the raw\n", + "ADU-thresholded `ROI_area` projection in `mfx101609126_seer_shot_browser.ipynb`,\n", + "over the **same 2843 xray-on shots** and the same SEER signal rows.\n", + "\n", + "Magnitudes differ (photon counts vs summed ADU), so the two traces share an\n", + "x-axis (ROI column) but use separate y-axes." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "c0mpare02", + "metadata": {}, + "outputs": [ + { + "ename": "ValueError", + "evalue": "all the input array dimensions except for the concatenation axis must match exactly, but along dimension 1, the array at index 0 has size 620 and the array at index 1 has size 300", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[10], line 31\u001b[0m\n\u001b[1;32m 28\u001b[0m ax2\u001b[38;5;241m.\u001b[39mset_ylabel(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mADU\u001b[39m\u001b[38;5;124m'\u001b[39m, color\u001b[38;5;241m=\u001b[39mc2)\n\u001b[1;32m 29\u001b[0m ax2\u001b[38;5;241m.\u001b[39mtick_params(axis\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124my\u001b[39m\u001b[38;5;124m'\u001b[39m, labelcolor\u001b[38;5;241m=\u001b[39mc2)\n\u001b[0;32m---> 31\u001b[0m corr \u001b[38;5;241m=\u001b[39m \u001b[43mnp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcorrcoef\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdroplet_spec\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43madu_spec\u001b[49m\u001b[43m)\u001b[49m[\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m1\u001b[39m]\n\u001b[1;32m 32\u001b[0m ax1\u001b[38;5;241m.\u001b[39mset_title(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mdet\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m emission spectrum: droplet vs non-droplet \u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m 33\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m(\u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mlen\u001b[39m(xray_idx)\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m xray-on shots, rows \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mr0\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m-\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mr1\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m) corr=\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mcorr\u001b[38;5;132;01m:\u001b[39;00m\u001b[38;5;124m.4f\u001b[39m\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 34\u001b[0m ax1\u001b[38;5;241m.\u001b[39mlegend(handles\u001b[38;5;241m=\u001b[39m[l1, l2], loc\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mupper right\u001b[39m\u001b[38;5;124m'\u001b[39m)\n", + "File \u001b[0;32m/sdf/group/lcls/ds/ana/sw/conda1/inst/envs/ana-4.0.68-py3/lib/python3.9/site-packages/numpy/lib/function_base.py:2889\u001b[0m, in \u001b[0;36mcorrcoef\u001b[0;34m(x, y, rowvar, bias, ddof, dtype)\u001b[0m\n\u001b[1;32m 2885\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m bias \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m np\u001b[38;5;241m.\u001b[39m_NoValue \u001b[38;5;129;01mor\u001b[39;00m ddof \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m np\u001b[38;5;241m.\u001b[39m_NoValue:\n\u001b[1;32m 2886\u001b[0m \u001b[38;5;66;03m# 2015-03-15, 1.10\u001b[39;00m\n\u001b[1;32m 2887\u001b[0m warnings\u001b[38;5;241m.\u001b[39mwarn(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mbias and ddof have no effect and are deprecated\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[1;32m 2888\u001b[0m \u001b[38;5;167;01mDeprecationWarning\u001b[39;00m, stacklevel\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m2\u001b[39m)\n\u001b[0;32m-> 2889\u001b[0m c \u001b[38;5;241m=\u001b[39m \u001b[43mcov\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43my\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mrowvar\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdtype\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdtype\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 2890\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m 2891\u001b[0m d \u001b[38;5;241m=\u001b[39m diag(c)\n", + "File \u001b[0;32m/sdf/group/lcls/ds/ana/sw/conda1/inst/envs/ana-4.0.68-py3/lib/python3.9/site-packages/numpy/lib/function_base.py:2683\u001b[0m, in \u001b[0;36mcov\u001b[0;34m(m, y, rowvar, bias, ddof, fweights, aweights, dtype)\u001b[0m\n\u001b[1;32m 2681\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m rowvar \u001b[38;5;129;01mand\u001b[39;00m y\u001b[38;5;241m.\u001b[39mshape[\u001b[38;5;241m0\u001b[39m] \u001b[38;5;241m!=\u001b[39m \u001b[38;5;241m1\u001b[39m:\n\u001b[1;32m 2682\u001b[0m y \u001b[38;5;241m=\u001b[39m y\u001b[38;5;241m.\u001b[39mT\n\u001b[0;32m-> 2683\u001b[0m X \u001b[38;5;241m=\u001b[39m \u001b[43mnp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mconcatenate\u001b[49m\u001b[43m(\u001b[49m\u001b[43m(\u001b[49m\u001b[43mX\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43my\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43maxis\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m0\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 2685\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m ddof \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 2686\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m bias \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m:\n", + "\u001b[0;31mValueError\u001b[0m: all the input array dimensions except for the concatenation axis must match exactly, but along dimension 1, the array at index 0 has size 620 and the array at index 1 has size 300" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "0e6aa43b95764dd99747db8cf7579dbe", + "version_major": 2, + "version_minor": 0 + }, + "image/png": 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\n", + " Figure\n", + "
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\n", + " " + ], + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Non-droplet reference: raw ADU-thresholded ROI_area, matching the SEER\n", + "# shot browser. ROI_area is already cropped to ROIS['epix100_1'] -> (N,100,620),\n", + "# so the same SIGNAL_ROWS slice and ROI columns line up with the droplet stack.\n", + "ADU_THRESH = 5.0\n", + "det = 'epix100_0'\n", + "r0, r1 = SIGNAL_ROWS[det]\n", + "\n", + "# droplet photon-counted spectrum (summed over the 2843 xray-on shots)\n", + "droplet_spec = spectra.sum(axis=0) # (ROI_cols,)\n", + "\n", + "# raw ADU spectrum over the SAME xray-on shots\n", + "with h5py.File(SMD_PATH, 'r') as f:\n", + " roi_area = f[f'{det}/ROI_area'][xray_idx].astype(np.float64)\n", + "roi_area = np.nan_to_num(roi_area)\n", + "roi_area[roi_area < ADU_THRESH] = 0.0\n", + "adu_spec = roi_area[:, r0:r1, :].sum(axis=(0, 1)) # (ROI_cols,)\n", + "\n", + "fig, ax1 = plt.subplots(figsize=(11, 4))\n", + "c1, c2 = 'tab:blue', 'tab:red'\n", + "l1, = ax1.plot(droplet_spec, color=c1, lw=1.0, label='droplet (photon-counted)')\n", + "ax1.set_xlabel('ROI column (spectral axis)')\n", + "ax1.set_ylabel('photons', color=c1)\n", + "ax1.tick_params(axis='y', labelcolor=c1)\n", + "\n", + "ax2 = ax1.twinx()\n", + "l2, = ax2.plot(adu_spec, color=c2, lw=1.0, alpha=0.8,\n", + " label=f'non-droplet raw ADU (thresh={ADU_THRESH:g})')\n", + "ax2.set_ylabel('ADU', color=c2)\n", + "ax2.tick_params(axis='y', labelcolor=c2)\n", + "\n", + "corr = np.corrcoef(droplet_spec, adu_spec)[0, 1]\n", + "ax1.set_title(f'{det} emission spectrum: droplet vs non-droplet '\n", + " f'({len(xray_idx)} xray-on shots, rows {r0}-{r1}) corr={corr:.4f}')\n", + "ax1.legend(handles=[l1, l2], loc='upper right')\n", + "plt.tight_layout(); plt.show()\n", + "print(f'1D spectral correlation (droplet vs raw ADU) = {corr:.4f}')" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "0a784bcc", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "4f116b71b83c40f9a058cc2542bd011a", + "version_major": 2, + "version_minor": 0 + }, + "image/png": 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\n", + " \n", + "
\n", + " " + ], + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "spectrum = stack[:, r0:r1, :]#.sum(axis=1) # (Nshots, ROI_cols)\n", + "\n", + "plt.figure(figsize=(9, 4))\n", + "#plt.imshow(spectrum, label='photon-counted (sum shots)')\n", + "for i in spectrum[:2]:\n", + " plt.plot(np.nansum(spectrum,axis=1))" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "b7730470-ba58-44d3-8852-08216d53d798", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.plot(np.nansum(np.nansum(spectrum,axis=0),axis=1))" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "482627f7-abaa-4c05-a19c-10805e2d2cfa", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " 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,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + " plt.plot(np.nansum(spectrum[:],axis=0))" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "bf6c497d-7350-46ee-9222-4873322abbe3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2843, 40, 620)" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.shape(spectrum)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a7477313-dcb4-42f0-a60b-5dbf17027e25", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.20" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/mfx101080524_static_xes.yaml b/examples/mfx101080524_static_xes.yaml index afb260d..ae43ab8 100644 --- a/examples/mfx101080524_static_xes.yaml +++ b/examples/mfx101080524_static_xes.yaml @@ -52,10 +52,6 @@ pipeline: on: epix adu_threshold: 3.0 - # 3. Hit finding — remove low-signal shots (median - 1*std threshold) - - step: hitfinding - on: epix - cutoff_multiplier: 1.0 # 4. Sum all shots → 2D image (704 x 200) - step: reduce_detector_shots diff --git a/examples/mfx101609126_droplet_pershot_xes.yaml b/examples/mfx101609126_droplet_pershot_xes.yaml new file mode 100644 index 0000000..9fa278a --- /dev/null +++ b/examples/mfx101609126_droplet_pershot_xes.yaml @@ -0,0 +1,148 @@ +# Per-shot XES projections for mfx101609126 — DROPLET-RECONSTRUCTED variant. +# +# This is the droplet2photon analogue of mfx101609126_pershot_xes.yaml. +# Instead of loading the pre-processed epix100_*/ROI_area datasets, every +# detector image is reconstructed on-the-fly from the droplet2photon sparse +# photon coordinates (droplet_reconstruction step). Photon-counting +# reconstruction removes read noise and charge-sharing tails, which should +# improve the shot-to-shot signal-to-noise used by the stochastic RIXS solver. +# +# Three per-shot 1D spectra are produced, all filtered to xray-on shots so the +# shot index aligns across every array (required by spook): +# xrt_hproj (N_xray, 2048) — incident spectrum (XRT, feespec/hproj) +# epix_seer_ROI_1 (N_xray, 768) — SEER spectrometer (epix100_1), full panel width +# epix_spec_ROI_1 (N_xray, 300) — emission (epix100_0) +# +# Stochastic-RIXS comparison (see mfx101609126_spook_rixs.ipynb): +# * A = xrt_hproj — incident monitor #1 (current approach) +# * A = epix_seer_ROI_1 — incident monitor #2 (SEER, this is the new option) +# * B = epix_spec_ROI_1 — emission +# Cleaning up the SEER spectrometer (gap-patched, photon-counted) is what lets +# it stand in as the incident-energy monitor that XRT provides today. +# +# KEY DIFFERENCES from the ADU-based mfx101609126_pershot_xes.yaml: +# 1. No filter_detector_adu step. Droplet images are PHOTON COUNTS (1,2,3…), +# so an ADU threshold of 5 would zero all signal. +# 2. SEER (epix100_1) is reconstructed with FULL columns (0–768), only the +# rows are cropped. The smalldata ROI col_start was changed 80 -> 0, so the +# ROI is now the full panel width and reconstructed column indices equal +# full-panel indices — patch_pixels gap columns are given directly in +# full-panel coordinates (old ROI-local + 80). +# 3. SEER gap columns are patched from an explicit manual list (ASIC panel +# gaps), not auto_detect. + +experiment: + hutch: mfx + experiment_id: mfx101609126 + lcls_run: 24 + +data: + runs: [78, 79, 80, 81, 82] + # max_shots: 500 # uncomment to limit shots for a quick test + keys: + MfxDg2BmMon/totalIntensityJoules: ipm + lightStatus/xray: xray + feespec/hproj: xrt_hproj + # No detector_keys — epix images come from the droplet_reconstruction step. + +pipeline: + # 1. Reconstruct per-shot images from the droplet2photon sparse arrays. + # epix100_0 (spectroscopy / emission): crop to the ROI_area window + # rows 270-330, cols 400-700 -> (60, 300) + - step: droplet_reconstruction + det: epix100_0 + new_key: epix_spec + roi: [270, 330, 400, 700] + + # epix100_1 (SEER / incident monitor): match the SMALLDATA ROI window + # rows 350-450, cols 0-768 -> (100, 768) + # This ROI comes from UserDataCfg/epix100_1/ROI__ROI_ROI = [350 450 0 768] + # (col_start was changed 80 -> 0, so the ROI is now the full panel width). + # The droplet2photon sparse coordinates are stored in FULL-PANEL coordinates + # (col 0-767), so with col_start=0 the reconstructed column index EQUALS the + # full-panel column index and the patch_pixels gap columns below are given in + # full-panel coordinates directly (old ROI-local indices + 80). + - step: droplet_reconstruction + det: epix100_1 + new_key: epix_seer + roi: [350, 450, 0, 768] + + # 2. Filter all arrays to xray-on shots so A and B share the same shot index + - step: union_shots + on: xrt_hproj + filter_keys: [xray, xray] + new_key: xrt_hproj + + - step: union_shots + on: ipm + filter_keys: [xray, xray] + new_key: ipm + + - step: union_shots + on: epix_spec + filter_keys: [xray, xray] + new_key: epix_spec + + - step: union_shots + on: epix_seer + filter_keys: [xray, xray] + new_key: epix_seer + + # 3. Patch ASIC panel-gap columns. + # epix100_0 (ROI-cropped 300-col frame): same gap columns as the + # ADU pipeline (cols are local to the 400-700 ROI window). + - step: patch_pixels + on: epix_spec + pixels: [80, 81, 82, 176, 177, 178, 272, 273, 274] + mode: polynomial + deg: 2 + + # epix100_1 SEER (768-col full-panel frame, cols 0-768): gap columns are + # now FULL-PANEL indices (= old ROI-local indices + 80, since the smalldata + # ROI col_start moved 80 -> 0). These are the ASIC tile-boundary gaps: a + # dark center column flanked by bright charge-sharing neighbors (verified + # against the reconstructed mean: dips at full-panel 95,191,287,381,...). + - step: patch_pixels + on: epix_seer + pixels: [94, 95, 96, 190, 191, 192, 286, 287, 288, + 381, 382, 383, 384, 477, 478, 479, 480, + 574, 575, 576, 634, 635, 636] + mode: polynomial + deg: 2 + + # 4. Rotate to align dispersion axis with detector columns + # Fixed angles from mfx101609126_rotation_diagnostic.ipynb: + # epix100_0 (spectroscopy): -2.0 deg + # epix100_1 (SEER): -1.6 deg + - step: rotate_detector + on: epix_spec + angle: -2.0 + reshape: false + + - step: rotate_detector + on: epix_seer + angle: -1.6 + reshape: false + + # 5. Project signal rows onto X -> per-shot 1D spectrum (N_xray, n_cols) + # epix_spec: local rows 10-40 (full panel rows 280-310) + # epix_seer: local rows 50-90 (full panel rows 400-440) + - step: reduce_detector_spatial + on: epix_spec + axis: 1 + rois: [[10, 40]] + combine_rois: true + reduction: sum + purge: true + + - step: reduce_detector_spatial + on: epix_seer + axis: 1 + rois: [[50, 90]] + combine_rois: true + reduction: sum + purge: true + +output: + format: hdf5 + path: ./results/mfx101609126_droplet_pershot_xes/ diff --git a/examples/mfx101609126_droplet_recon_test.yaml b/examples/mfx101609126_droplet_recon_test.yaml new file mode 100644 index 0000000..4d999dd --- /dev/null +++ b/examples/mfx101609126_droplet_recon_test.yaml @@ -0,0 +1,99 @@ +# Droplet-reconstruction test pipeline for mfx101609126 run 79 +# +# Mirrors mfx101609126_pershot_xes.yaml but replaces the pre-processed +# epix100_0/ROI_area detector load with on-the-fly reconstruction from +# the droplet2photon sparse arrays (epix100_0/droplet_droplet2phot_sparse_*). +# +# The droplet_reconstruction step reads the fixed-length sparse format +# (Nshots x 100000 zero-padded) directly from the source smalldata HDF5, +# scatters photons back onto the full ePix100 panel (704 x 768), and then +# crops to the same ROI window used in the pre-processed ROI_area dataset: +# rows 270-330, cols 400-700 -> (60, 300) matching ROI_area shape +# +# max_shots: 100 limits processing to the first 100 shots for fast testing. +# Remove or increase for production runs. +# +# Run this pipeline with: +# import sys; sys.path.insert(0, '..') +# from XSpect.controller.pipeline import Pipeline +# p = Pipeline.from_yaml('mfx101609126_droplet_recon_test.yaml') +# p.run(cores=1, batch_size=5000) +# +# Save results with (mirrors regenerate_run0079.py): +# import h5py, os, numpy as np +# out_dir = p.config.output.path; os.makedirs(out_dir, exist_ok=True) +# out_file = os.path.join(out_dir, 'run0079.h5') +# with h5py.File(out_file, 'w') as f: +# for k, v in p.results.items(): +# if isinstance(v, np.ndarray): +# f.create_dataset(k, data=v) + +experiment: + hutch: mfx + experiment_id: mfx101609126 + lcls_run: 24 + +data: + runs: [79] + max_shots: 100 # set to null (or remove) for the full run + keys: + MfxDg2BmMon/totalIntensityJoules: ipm + lightStatus/xray: xray + feespec/hproj: xrt_hproj + # No detector_keys — epix data comes from the droplet_reconstruction step + +pipeline: + # 1. Reconstruct epix100_0 images from sparse photon coordinates. + # roi matches the window stored in epix100_0/ROI_area: rows 270-330, cols 400-700 + # Output: epix_spec shape (n_shots, 60, 300) + - step: droplet_reconstruction + det: epix100_0 + new_key: epix_spec + roi: [270, 330, 400, 700] + + # 2. Filter all arrays to xray-on shots so A and B share the same shot index + - step: union_shots + on: xrt_hproj + filter_keys: [xray, xray] + new_key: xrt_hproj + + - step: union_shots + on: ipm + filter_keys: [xray, xray] + new_key: ipm + + - step: union_shots + on: epix_spec + filter_keys: [xray, xray] + new_key: epix_spec + + # 3. ADU threshold — zero noise pixels before spike detection and rotation + - step: filter_detector_adu + on: epix_spec + adu_threshold: 5.0 + + # 4. Patch ASIC panel-gap columns (manual pixels from mfx101609126_pershot_xes.yaml) + - step: patch_pixels + on: epix_spec + pixels: [80, 81, 82, 176, 177, 178, 272, 273, 274] + mode: polynomial + deg: 2 + + # 5. Rotate to align dispersion axis with detector columns (-2.0 deg) + - step: rotate_detector + on: epix_spec + angle: -2.0 + reshape: false + + # 6. Project rows 10-40 onto X -> per-shot 1D emission spectrum (n_xray, 300) + - step: reduce_detector_spatial + on: epix_spec + axis: 1 + rois: [[10, 40]] + combine_rois: true + reduction: sum + purge: true + +output: + format: hdf5 + path: ./results/mfx101609126_droplet_recon_test/ diff --git a/examples/mfx101609126_droplet_spook_rixs.ipynb b/examples/mfx101609126_droplet_spook_rixs.ipynb new file mode 100644 index 0000000..b64ff4c --- /dev/null +++ b/examples/mfx101609126_droplet_spook_rixs.ipynb @@ -0,0 +1,545 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "ec4304b1", + "metadata": {}, + "source": [ + "# Stochastic RIXS on droplet-reconstructed spectra — XRT vs SEER incident monitor\n", + "\n", + "Droplet analogue of `mfx101609126_spook_rixs.ipynb`. The input files are produced by\n", + "`mfx101609126_droplet_pershot_xes.yaml` (via `regenerate_droplet_pershot.py`), which\n", + "photon-counts every detector frame (droplet2photon reconstruction) instead of using\n", + "the ADU `ROI_area` datasets. All xray-on shots from the **Fe-foil runs 78-82** are\n", + "pooled (concatenated along the shot axis) and analyzed together as one dataset.\n", + "\n", + "**Goal.** Compare two incident-energy correlation approaches for stochastic RIXS:\n", + "\n", + "| | incident `A` | emission `B` |\n", + "|---|---|---|\n", + "| **(1) XRT monitor** (current) | `xrt_hproj` (feespec) | `epix_spec_ROI_1` |\n", + "| **(2) SEER monitor** (new) | `epix_seer_ROI_1` (epix100_1) | `epix_spec_ROI_1` |\n", + "\n", + "The idea: photon-counting improves shot-to-shot S/N, and a gap-patched SEER\n", + "spectrometer becomes clean enough to act as the incident monitor that the XRT\n", + "spectrometer provides today. Running spook with each `A` and comparing the\n", + "recovered RIXS maps tells us which incident reference works better." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "4e47534f", + "metadata": { + "execution": { + "iopub.execute_input": "2026-07-01T06:32:41.458434Z", + "iopub.status.busy": "2026-07-01T06:32:41.458197Z", + "iopub.status.idle": "2026-07-01T06:32:43.999723Z", + "shell.execute_reply": "2026-07-01T06:32:43.997934Z" + } + }, + "outputs": [], + "source": [ + "#78-82 fe foil\n", + "import os\n", + "os.chdir(os.path.dirname(os.path.abspath('__file__')) + '/..')\n", + "\n", + "import h5py\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from spook import SpookLinSolve, SpookPosL1" + ] + }, + { + "cell_type": "markdown", + "id": "b0af2761", + "metadata": {}, + "source": [ + "## 1. Load the droplet-reconstructed per-shot spectra (runs 78-82, aggregated)\n", + "\n", + "Runs 78-82 are the Fe-foil dataset. Each run is written by\n", + "`regenerate_droplet_pershot.py` as one HDF5 (`run.h5`) already filtered to\n", + "xray-on shots. We concatenate every run along the shot axis into one big\n", + "`(N_total, .)` matrix and run the stochastic-RIXS analysis once on the pooled\n", + "shots (mean-subtraction below removes any per-run offset)." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "b7d6c468", + "metadata": { + "execution": { + "iopub.execute_input": "2026-07-01T06:32:44.008260Z", + "iopub.status.busy": "2026-07-01T06:32:44.007402Z", + "iopub.status.idle": "2026-07-01T06:32:44.275148Z", + "shell.execute_reply": "2026-07-01T06:32:44.274620Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " run 0078: 1192 xray shots\n", + " run 0079: 2843 xray shots\n", + " run 0080: 2850 xray shots\n", + " run 0081: 2980 xray shots\n", + " run 0082: 668 xray shots\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Aggregated shots: 10533 (runs [78, 79, 80, 81, 82])\n", + "xrt_raw: (10533, 2048) (photon-counted XRT projection)\n", + "epix_spec: (10533, 300) (emission)\n", + "epix_seer: (10533, 768) (SEER incident candidate)\n" + ] + } + ], + "source": [ + "RUNS = [78, 79, 80, 81, 82] # Fe foil\n", + "H5_DIR = 'examples/results/mfx101609126_droplet_pershot_xes'\n", + "\n", + "xrt_list, spec_list, seer_list, ipm_list, run_id_list = [], [], [], [], []\n", + "for r in RUNS:\n", + " path = f'{H5_DIR}/run{r:04d}.h5'\n", + " with h5py.File(path, 'r') as f:\n", + " xr = f['xrt_hproj'][:].astype(float) # (n_r, 2048) — XRT incident\n", + " sp = f['epix_spec_ROI_1'][:] # (n_r, 300) — emission (epix100_0)\n", + " se = f['epix_seer_ROI_1'][:] # (n_r, 620) — SEER (epix100_1)\n", + " im = f['ipm'][:] # (n_r,)\n", + " n_r = xr.shape[0]\n", + " xrt_list.append(xr); spec_list.append(sp); seer_list.append(se); ipm_list.append(im)\n", + " run_id_list.append(np.full(n_r, r, dtype=int))\n", + " print(f' run {r:04d}: {n_r:5d} xray shots')\n", + "\n", + "xrt_raw = np.concatenate(xrt_list, axis=0) # (N, 2048)\n", + "epix_spec = np.concatenate(spec_list, axis=0) # (N, 300)\n", + "epix_seer = np.concatenate(seer_list, axis=0) # (N, 620)\n", + "ipm = np.concatenate(ipm_list, axis=0) # (N,)\n", + "run_id = np.concatenate(run_id_list, axis=0) # (N,) provenance of each shot\n", + "\n", + "print(f'\\nAggregated shots: {xrt_raw.shape[0]} (runs {RUNS})')\n", + "print(f'xrt_raw: {xrt_raw.shape} (photon-counted XRT projection)')\n", + "print(f'epix_spec: {epix_spec.shape} (emission)')\n", + "print(f'epix_seer: {epix_seer.shape} (SEER incident candidate)')" + ] + }, + { + "cell_type": "markdown", + "id": "4a6cd782", + "metadata": {}, + "source": [ + "## 2. Inspect mean spectra and shot-to-shot jitter\n", + "\n", + "Stochastic RIXS needs (a) signal in the emission detector and (b) enough\n", + "shot-to-shot incident-energy jitter (>~1% CoM variation) in *both* incident\n", + "candidates. SEER must also **track** the XRT jitter to be a valid substitute." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "8a0df613", + "metadata": { + "execution": { + "iopub.execute_input": "2026-07-01T06:32:44.277320Z", + "iopub.status.busy": "2026-07-01T06:32:44.277047Z", + "iopub.status.idle": "2026-07-01T06:32:45.171216Z", + "shell.execute_reply": "2026-07-01T06:32:45.170620Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(dropped 1151 low-signal shots from CoM diagnostics)\n", + "XRT CoM jitter: 124.77 px (18.67%)\n", + "SEER CoM jitter: 39.54 px (13.86%)\n", + "\n", + "corr(XRT CoM, SEER CoM): 0.978 <- does SEER track the incident beam?\n", + "corr(XRT CoM, emission): 0.774\n", + "corr(SEER CoM, emission): 0.785\n", + "corr(XRT sum, SEER sum): 0.826 <- intensity tracking\n" + ] + } + ], + "source": [ + "fig, axes = plt.subplots(1, 3, figsize=(16, 4))\n", + "axes[0].plot(xrt_raw.mean(0)); axes[0].set_title('Mean XRT (feespec/hproj)')\n", + "axes[1].plot(epix_seer.mean(0)); axes[1].set_title('Mean SEER — epix100_1 (gap-patched)')\n", + "axes[2].plot(epix_spec.mean(0)); axes[2].set_title('Mean emission — epix100_0')\n", + "for a in axes: a.set_xlabel('Pixel')\n", + "plt.tight_layout(); plt.show()\n", + "\n", + "def com(M, lo=0, hi=None):\n", + " \"\"\"Per-shot centre-of-mass. Returns (com, good) where `good` flags shots\n", + " with enough integrated signal for the CoM to be meaningful. Pooling many\n", + " runs exposes a few near-zero-sum shots (esp. background-subtracted XRT)\n", + " whose CoM would otherwise explode and corrupt the jitter/correlation.\"\"\"\n", + " sub = M[:, lo:hi]\n", + " px = np.arange(sub.shape[1], dtype=float)\n", + " tot = sub.sum(1)\n", + " good = tot > 0.05 * np.median(tot[tot > 0]) # drop low-signal shots\n", + " c = (sub @ px) / np.where(tot != 0, tot, 1)\n", + " return c, good\n", + "\n", + "XRT_LO, XRT_HI = 301, 1833 # active XRT pixel range\n", + "com_xrt, good_xrt = com(xrt_raw, XRT_LO, XRT_HI)\n", + "com_seer, good_seer = com(epix_seer)\n", + "com_spec, good_spec = com(epix_spec)\n", + "\n", + "# Common set of shots where every CoM is well defined\n", + "good = good_xrt & good_seer & good_spec\n", + "com_xrt, com_seer, com_spec = com_xrt[good], com_seer[good], com_spec[good]\n", + "n_drop = int((~good).sum())\n", + "if n_drop:\n", + " print(f'(dropped {n_drop} low-signal shots from CoM diagnostics)')\n", + "\n", + "print(f'XRT CoM jitter: {com_xrt.std():.2f} px ({100*com_xrt.std()/com_xrt.mean():.2f}%)')\n", + "print(f'SEER CoM jitter: {com_seer.std():.2f} px ({100*com_seer.std()/com_seer.mean():.2f}%)')\n", + "print()\n", + "print(f'corr(XRT CoM, SEER CoM): {np.corrcoef(com_xrt, com_seer)[0,1]:.3f} <- does SEER track the incident beam?')\n", + "print(f'corr(XRT CoM, emission): {np.corrcoef(com_xrt, com_spec)[0,1]:.3f}')\n", + "print(f'corr(SEER CoM, emission): {np.corrcoef(com_seer, com_spec)[0,1]:.3f}')\n", + "print(f'corr(XRT sum, SEER sum): {np.corrcoef(xrt_raw[good].sum(1), epix_seer[good].sum(1))[0,1]:.3f} <- intensity tracking')" + ] + }, + { + "cell_type": "markdown", + "id": "28974cf0", + "metadata": {}, + "source": [ + "## 3. Build A/B matrices for both incident references\n", + "\n", + "Same recipe as the original notebook:\n", + "1. crop/bin the incident spectrum (XRT only — SEER is already small),\n", + "2. mean-subtract both `A` and `B` to isolate shot-to-shot fluctuations,\n", + "3. contract over the shot dimension → `AtA`, `AtB`, `Tr(BtB)`.\n", + "\n", + "`B` (emission) is shared, so any difference in the recovered RIXS map is due\n", + "entirely to the choice of incident reference `A`." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "8403fd90", + "metadata": { + "execution": { + "iopub.execute_input": "2026-07-01T06:32:45.173515Z", + "iopub.status.busy": "2026-07-01T06:32:45.173281Z", + "iopub.status.idle": "2026-07-01T06:32:45.344588Z", + "shell.execute_reply": "2026-07-01T06:32:45.344054Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "XRT A: (10533, 191) AtA cond: 4.47e+07\n", + "SEER A: (10533, 60) AtA cond: 5.80e+02 (cropped 160-400)\n", + "SEER gap-artifact bins (mask in plots): [7, 31, 55]\n", + "Shared B: (10533, 300) Tr(BtB)=2.314e+09\n" + ] + } + ], + "source": [ + "XRT_BIN = 8 # 2048 -> ~191 bins\n", + "\n", + "# --- Emission B (shared) ---\n", + "B = epix_spec - epix_spec.mean(0)\n", + "TrBtB = float(np.sum(B**2))\n", + "\n", + "# --- Incident A #1: XRT (crop + bin) ---\n", + "A_crop = xrt_raw[:, XRT_LO:XRT_HI]\n", + "n_bins = A_crop.shape[1] // XRT_BIN\n", + "A_binned = A_crop[:, :n_bins*XRT_BIN].reshape(A_crop.shape[0], n_bins, XRT_BIN).sum(2)\n", + "A_xrt = A_binned - A_binned.mean(0)\n", + "\n", + "# --- Incident A #2: SEER (crop to the active emission line, then bin) ---\n", + "# The full 768-col SEER frame has dead panel area at both ends (the signal\n", + "# only spans full-panel cols ~160-400; the ramp-off at the extremes is the\n", + "# -1.6 deg rotation swinging signal rows out of the summed row band). Cropping\n", + "# to the active window removes ~7.5% pure-noise variance and drops cond(AtA)\n", + "# from ~3.5e3 to ~6e2, mirroring the XRT arm's XRT_LO:XRT_HI crop.\n", + "SEER_LO, SEER_HI = 160, 400 # active SEER full-panel column range\n", + "SEER_BIN = 4\n", + "seer_crop = epix_seer[:, SEER_LO:SEER_HI]\n", + "ns = seer_crop.shape[1] // SEER_BIN\n", + "S_binned = seer_crop[:, :ns*SEER_BIN].reshape(seer_crop.shape[0], ns, SEER_BIN).sum(2)\n", + "A_seer = S_binned - S_binned.mean(0)\n", + "\n", + "# Patched ASIC gap columns (full-panel) that fall inside the SEER crop. The\n", + "# polynomial patch reconstructs each gap column as a smooth interpolation of\n", + "# its neighbors, making it collinear with them on a per-shot basis. spook\n", + "# therefore cannot assign independent incident-energy weight to these columns\n", + "# and leaves a sharp low-intensity STRIPE in the RIXS map at each one. These\n", + "# are gap-patch ARTIFACTS, not physics -> flag their binned indices so we can\n", + "# mark/ignore them downstream.\n", + "GAP_COLS_FULL = [191, 287, 383] # gaps within [160,400)\n", + "seer_gap_bins = [int((g - SEER_LO) // SEER_BIN) for g in GAP_COLS_FULL]\n", + "\n", + "def contract(A, B):\n", + " return A.T @ A, A.T @ B\n", + "\n", + "AtA_xrt, AtB_xrt = contract(A_xrt, B)\n", + "AtA_seer, AtB_seer = contract(A_seer, B)\n", + "\n", + "print(f'XRT A: {A_xrt.shape} AtA cond: {np.linalg.cond(AtA_xrt):.2e}')\n", + "print(f'SEER A: {A_seer.shape} AtA cond: {np.linalg.cond(AtA_seer):.2e} (cropped {SEER_LO}-{SEER_HI})')\n", + "print(f'SEER gap-artifact bins (mask in plots): {seer_gap_bins}')\n", + "print(f'Shared B: {B.shape} Tr(BtB)={TrBtB:.3e}')" + ] + }, + { + "cell_type": "markdown", + "id": "cd50ee1b", + "metadata": {}, + "source": [ + "## 4. Solve spook for each incident reference\n", + "\n", + "Fast L2 solve (`SpookLinSolve`) for both. Same `lsmooth` so the comparison is fair.\n", + "Switch to `SpookPosL1` for the physically-correct non-negative+sparse solution." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "b0a1259a", + "metadata": { + "execution": { + "iopub.execute_input": "2026-07-01T06:32:45.346577Z", + "iopub.status.busy": "2026-07-01T06:32:45.346317Z", + "iopub.status.idle": "2026-07-01T06:33:22.597426Z", + "shell.execute_reply": "2026-07-01T06:33:22.596768Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "XRT RIXS map: (191, 300) max=1.015e-06\n", + "SEER RIXS map: (60, 300) max=1.016e+00\n" + ] + } + ], + "source": [ + "LSMOOTH = (1e-3, 1e-3)\n", + "\n", + "spk_xrt = SpookLinSolve(AtB_xrt, AtA_xrt, mode='contracted', lsmooth=LSMOOTH)\n", + "spk_xrt.set_btb(TrBtB)\n", + "X_xrt = spk_xrt.getXopt()\n", + "\n", + "spk_seer = SpookLinSolve(AtB_seer, AtA_seer, mode='contracted', lsmooth=LSMOOTH)\n", + "spk_seer.set_btb(TrBtB)\n", + "X_seer = spk_seer.getXopt()\n", + "\n", + "print(f'XRT RIXS map: {X_xrt.shape} max={X_xrt.max():.3e}')\n", + "print(f'SEER RIXS map: {X_seer.shape} max={X_seer.max():.3e}')" + ] + }, + { + "cell_type": "markdown", + "id": "a8d8e4bd", + "metadata": {}, + "source": [ + "## 5. Compare the two RIXS maps side-by-side\n", + "\n", + "**Note on the SEER stripes.** The sharp low-intensity vertical stripes in the\n", + "SEER RIXS map (dotted lines, full-panel cols ~191, 287, 383) sit exactly on the\n", + "patched ASIC gap columns. The polynomial gap-patch rebuilds each dead column as\n", + "a smooth interpolation of its neighbors, so on a per-shot basis it is collinear\n", + "with them; spook cannot assign independent incident-energy weight to a column\n", + "that is a linear combination of others, leaving a stripe of missing intensity.\n", + "These are **gap-patch artifacts, not physics** — the emission-axis lineout\n", + "(section 6) is unaffected because it collapses the incident axis." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "81ed8917", + "metadata": { + "execution": { + "iopub.execute_input": "2026-07-01T06:33:22.599844Z", + "iopub.status.busy": "2026-07-01T06:33:22.599455Z", + "iopub.status.idle": "2026-07-01T06:33:23.488235Z", + "shell.execute_reply": "2026-07-01T06:33:23.487625Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(2, 2, figsize=(15, 9))\n", + "\n", + "# full-panel pixel positions of the flagged gap-artifact stripes\n", + "seer_gap_px = [SEER_LO + (b + 0.5) * SEER_BIN for b in seer_gap_bins]\n", + "\n", + "for ax, X, title, extent, gaps_px in [\n", + " (axes[0, 0], X_xrt, 'RIXS map — XRT incident', [XRT_LO, XRT_HI, 0, B.shape[1]], []),\n", + " (axes[0, 1], X_seer, 'RIXS map — SEER incident', [SEER_LO, SEER_HI, 0, B.shape[1]], seer_gap_px),\n", + "]:\n", + " v = np.percentile(np.abs(X), 99)\n", + " im = ax.imshow(X.T, aspect='auto', origin='lower', extent=extent,\n", + " cmap='RdBu_r', vmin=-v, vmax=v)\n", + " plt.colorbar(im, ax=ax)\n", + " for gx in gaps_px:\n", + " ax.axvline(gx, color='k', ls=':', lw=0.8, alpha=0.5)\n", + " ax.set_xlabel('Incident pixel (energy →)'); ax.set_ylabel('Emission pixel')\n", + " ax.set_title(title)\n", + "\n", + "# Incident-energy projections\n", + "axes[1, 0].plot(np.linspace(XRT_LO, XRT_HI, X_xrt.shape[0]), X_xrt.sum(1))\n", + "axes[1, 0].set_title('XRT incident-energy projection'); axes[1, 0].set_xlabel('XRT pixel')\n", + "axes[1, 1].plot(np.linspace(SEER_LO, SEER_HI, X_seer.shape[0]), X_seer.sum(1))\n", + "for gx in seer_gap_px:\n", + " axes[1, 1].axvline(gx, color='r', ls=':', lw=1, alpha=0.6)\n", + "axes[1, 1].set_title('SEER incident-energy projection (red = gap-patch artifacts)')\n", + "axes[1, 1].set_xlabel('SEER pixel')\n", + "plt.tight_layout(); plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "6978736b", + "metadata": {}, + "source": [ + "## 6. Quantitative comparison\n", + "\n", + "Compare emission-axis lineouts (collapse the incident axis). If SEER is a good\n", + "incident monitor, its recovered emission profile should match XRT's. The\n", + "residual norm `||B - A X||` (reconstruction error) is the spook objective —\n", + "lower means the incident reference explains the emission fluctuations better." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "427b1278", + "metadata": { + "execution": { + "iopub.execute_input": "2026-07-01T06:33:23.490666Z", + "iopub.status.busy": "2026-07-01T06:33:23.490244Z", + "iopub.status.idle": "2026-07-01T06:33:23.757026Z", + "shell.execute_reply": "2026-07-01T06:33:23.756447Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Relative residual ||B-AX||/||B||: XRT=0.3271 SEER=0.3681\n", + "Emission-lineout correlation (XRT vs SEER): 1.000\n", + "\n", + "Interpretation:\n", + " * lower residual -> incident reference better explains emission fluctuations\n", + " * high lineout corr -> SEER recovers the same RIXS emission structure as XRT\n" + ] + } + ], + "source": [ + "emiss_xrt = X_xrt.sum(0)\n", + "emiss_seer = X_seer.sum(0)\n", + "\n", + "fig, ax = plt.subplots(figsize=(8, 4))\n", + "ax.plot(emiss_xrt / np.abs(emiss_xrt).max(), label='XRT incident')\n", + "ax.plot(emiss_seer / np.abs(emiss_seer).max(), label='SEER incident')\n", + "ax.set_xlabel('Emission pixel'); ax.set_ylabel('Normalized RIXS weight')\n", + "ax.set_title('Emission lineout: XRT vs SEER incident monitor')\n", + "ax.legend(); plt.tight_layout(); plt.show()\n", + "\n", + "def residual(A, X, B):\n", + " return float(np.linalg.norm(B - A @ X) / np.linalg.norm(B))\n", + "\n", + "r_xrt = residual(A_xrt, X_xrt, B)\n", + "r_seer = residual(A_seer, X_seer, B)\n", + "lc = np.corrcoef(emiss_xrt, emiss_seer)[0, 1]\n", + "print(f'Relative residual ||B-AX||/||B||: XRT={r_xrt:.4f} SEER={r_seer:.4f}')\n", + "print(f'Emission-lineout correlation (XRT vs SEER): {lc:.3f}')\n", + "print()\n", + "print('Interpretation:')\n", + "print(' * lower residual -> incident reference better explains emission fluctuations')\n", + "print(' * high lineout corr -> SEER recovers the same RIXS emission structure as XRT')" + ] + }, + { + "cell_type": "markdown", + "id": "7f0e3404", + "metadata": {}, + "source": [ + "## Notes\n", + "\n", + "- **Droplet vs ADU:** rerun `mfx101609126_spook_rixs.ipynb` (ADU `ROI_area`) and compare\n", + " the residuals here to quantify the S/N gain from photon-counting.\n", + "- **SEER as incident monitor:** the section-2 `corr(XRT CoM, SEER CoM)` is the key number.\n", + " If it is high, SEER genuinely tracks the incident-energy jitter and the two RIXS maps\n", + " should agree; if low, SEER is dominated by its own emission/self-absorption and is not\n", + " a clean incident reference.\n", + "- **Positivity:** swap `SpookLinSolve` -> `SpookPosL1(..., lsparse=1.0, lsmooth=(0.1,0.1))`\n", + " for the physical non-negative map (slower; keep `XRT_BIN >= 8`).\n", + "- **Hyperparameters:** `spk.getXopt(lsmooth=(x, y))` re-solves cheaply without recontracting\n", + " `AtA`/`AtB`, so a sweep is fast." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.20" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/mfx101609126_droplet_spook_transmission.ipynb b/examples/mfx101609126_droplet_spook_transmission.ipynb new file mode 100644 index 0000000..ac66da5 --- /dev/null +++ b/examples/mfx101609126_droplet_spook_transmission.ipynb @@ -0,0 +1,494 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "trans-intro", + "metadata": {}, + "source": [ + "# Stochastic transmission through the sample — XRT (incident) vs SEER (transmitted)\n", + "\n", + "Companion to `mfx101609126_droplet_spook_rixs.ipynb`. Here we exploit the fact\n", + "that the **SEER spectrometer sits downstream of the sample** while the **XRT\n", + "spectrometer measures the incident SASE spectrum upstream**. Both disperse the\n", + "*same* shot-to-shot-jittering incident spectrum in photon energy, so their\n", + "shot-to-shot covariance encodes how the sample modifies the beam as a function\n", + "of energy — i.e. the **stochastic (relative) transmission** `T(E)`.\n", + "\n", + "```\n", + " SASE beam --> [XRT spectrometer] --> [SAMPLE] --> [SEER spectrometer]\n", + " incident A T(E) transmitted B\n", + "```\n", + "\n", + "**What we can and cannot recover.** XRT (`xrt_hproj`) is in raw feespec units\n", + "(~1e8/shot) and SEER (`epix_seer_ROI_1`) is photon-counted (~1e2/shot); they are\n", + "different detectors with different solid angles and gains. The *absolute*\n", + "transmission is therefore not directly accessible. What the stochastic\n", + "correlation recovers is the **energy-dependent SHAPE** of the transmission (up\n", + "to one overall scale factor). For the **Fe-foil runs 78-82** this shape should\n", + "carry the Fe K-edge (~7112 eV) if it lies within the spectral window.\n", + "\n", + "**Two views (per the analysis plan):**\n", + "1. **Covariance map** — spook with `A = XRT`, `B = SEER` gives the full 2D\n", + " incident-vs-transmitted energy-energy map. A clean sample would show a bright\n", + " diagonal ridge (energy is conserved through transmission).\n", + "2. **Ridge transmission** — the per-XRT-bin regression slope `cov(XRT,SEER)/var(XRT)`\n", + " along the matched-energy ridge gives the 1D relative-transmission curve.\n", + "\n", + "No energy calibration is applied yet — everything is on the pixel axis. The\n", + "code is structured so a pixel->eV map can be dropped in later." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "trans-imports", + "metadata": { + "execution": { + "iopub.execute_input": "2026-07-01T07:11:20.323406Z", + "iopub.status.busy": "2026-07-01T07:11:20.323069Z", + "iopub.status.idle": "2026-07-01T07:11:23.309366Z", + "shell.execute_reply": "2026-07-01T07:11:23.308729Z" + } + }, + "outputs": [], + "source": [ + "# 78-82 Fe foil\n", + "import os\n", + "os.chdir(os.path.dirname(os.path.abspath('__file__')) + '/..')\n", + "\n", + "import h5py\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from spook import SpookLinSolve" + ] + }, + { + "cell_type": "markdown", + "id": "trans-load-md", + "metadata": {}, + "source": [ + "## 1. Load the droplet-reconstructed per-shot spectra (runs 78-82, aggregated)\n", + "\n", + "Same inputs as the RIXS notebook: xray-on-filtered per-shot spectra written by\n", + "`regenerate_droplet_pershot.py`. We pool every run along the shot axis so the\n", + "shot-to-shot statistics span the full dataset." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "trans-load", + "metadata": { + "execution": { + "iopub.execute_input": "2026-07-01T07:11:23.311995Z", + "iopub.status.busy": "2026-07-01T07:11:23.311622Z", + "iopub.status.idle": "2026-07-01T07:11:23.584039Z", + "shell.execute_reply": "2026-07-01T07:11:23.583508Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " run 0078: 1192 xray shots\n", + " run 0079: 2843 xray shots\n", + " run 0080: 2850 xray shots\n", + " run 0081: 2980 xray shots\n", + " run 0082: 668 xray shots\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Aggregated shots: 10533 (runs [78, 79, 80, 81, 82])\n", + "xrt_raw (incident): (10533, 2048)\n", + "epix_seer (transmitted): (10533, 768)\n" + ] + } + ], + "source": [ + "RUNS = [78, 79, 80, 81, 82] # Fe foil\n", + "H5_DIR = 'examples/results/mfx101609126_droplet_pershot_xes'\n", + "\n", + "xrt_list, seer_list, ipm_list, run_id_list = [], [], [], []\n", + "for r in RUNS:\n", + " with h5py.File(f'{H5_DIR}/run{r:04d}.h5', 'r') as f:\n", + " xr = f['xrt_hproj'][:].astype(float) # (n_r, 2048) — XRT incident (upstream)\n", + " se = f['epix_seer_ROI_1'][:].astype(float) # (n_r, 768) — SEER transmitted (downstream)\n", + " im = f['ipm'][:]\n", + " n_r = xr.shape[0]\n", + " xrt_list.append(xr); seer_list.append(se); ipm_list.append(im)\n", + " run_id_list.append(np.full(n_r, r, dtype=int))\n", + " print(f' run {r:04d}: {n_r:5d} xray shots')\n", + "\n", + "xrt_raw = np.concatenate(xrt_list, axis=0) # (N, 2048)\n", + "epix_seer = np.concatenate(seer_list, axis=0) # (N, 768)\n", + "ipm = np.concatenate(ipm_list, axis=0) # (N,)\n", + "run_id = np.concatenate(run_id_list, axis=0) # (N,)\n", + "\n", + "print(f'\\nAggregated shots: {xrt_raw.shape[0]} (runs {RUNS})')\n", + "print(f'xrt_raw (incident): {xrt_raw.shape}')\n", + "print(f'epix_seer (transmitted): {epix_seer.shape}')" + ] + }, + { + "cell_type": "markdown", + "id": "trans-build-md", + "metadata": {}, + "source": [ + "## 2. Build incident `A` (XRT) and transmitted `B` (SEER) matrices\n", + "\n", + "1. crop each spectrometer to its active energy window,\n", + "2. bin lightly to improve per-bin S/N and condition the solve,\n", + "3. mean-subtract to isolate the shot-to-shot fluctuations that carry the\n", + " energy-correlation information.\n", + "\n", + "Both `A` and `B` now disperse the *same* incident SASE spectrum in energy — `A`\n", + "before the sample, `B` after — so their covariance is shaped by `T(E)`." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "trans-build", + "metadata": { + "execution": { + "iopub.execute_input": "2026-07-01T07:11:23.586507Z", + "iopub.status.busy": "2026-07-01T07:11:23.586060Z", + "iopub.status.idle": "2026-07-01T07:11:23.671538Z", + "shell.execute_reply": "2026-07-01T07:11:23.670999Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Incident A (XRT): (10533, 95) cond(AtA)=4.14e+05\n", + "Transmitted B (SEER): (10533, 60) Tr(BtB)=1.353e+07\n", + "SEER gap-artifact bins: [7, 31, 55]\n" + ] + } + ], + "source": [ + "# --- Incident A: XRT (crop + bin) ---\n", + "XRT_LO, XRT_HI, XRT_BIN = 301, 1833, 16 # active XRT window\n", + "xc = xrt_raw[:, XRT_LO:XRT_HI]\n", + "nx = xc.shape[1] // XRT_BIN\n", + "Xb = xc[:, :nx*XRT_BIN].reshape(xc.shape[0], nx, XRT_BIN).sum(2)\n", + "A = Xb - Xb.mean(0)\n", + "\n", + "# --- Transmitted B: SEER (crop to active line + bin) ---\n", + "SEER_LO, SEER_HI, SEER_BIN = 160, 400, 4 # active SEER window (full-panel cols)\n", + "sc = epix_seer[:, SEER_LO:SEER_HI]\n", + "ns = sc.shape[1] // SEER_BIN\n", + "Sb = sc[:, :ns*SEER_BIN].reshape(sc.shape[0], ns, SEER_BIN).sum(2)\n", + "B = Sb - Sb.mean(0)\n", + "TrBtB = float(np.sum(B**2))\n", + "\n", + "# Patched ASIC gap columns (full-panel) inside the SEER crop -> flag as artifacts.\n", + "# (Same collinearity artifact as in the RIXS notebook: the polynomial gap-patch\n", + "# makes these SEER bins linear combos of neighbors, so they carry no independent\n", + "# transmission info and show up as stripes.)\n", + "GAP_COLS_FULL = [191, 287, 383]\n", + "seer_gap_bins = [int((g - SEER_LO) // SEER_BIN) for g in GAP_COLS_FULL]\n", + "\n", + "AtA = A.T @ A\n", + "AtB = A.T @ B\n", + "print(f'Incident A (XRT): {A.shape} cond(AtA)={np.linalg.cond(AtA):.2e}')\n", + "print(f'Transmitted B (SEER): {B.shape} Tr(BtB)={TrBtB:.3e}')\n", + "print(f'SEER gap-artifact bins: {seer_gap_bins}')" + ] + }, + { + "cell_type": "markdown", + "id": "trans-map-md", + "metadata": {}, + "source": [ + "## 3. View 1 — incident-vs-transmitted covariance map\n", + "\n", + "spook L2 solve with `A = XRT` (incident) and `B = SEER` (transmitted). The\n", + "recovered map `X` is `(n_XRT x n_SEER)`: element `(i, j)` is how strongly a\n", + "fluctuation at XRT energy-bin `i` drives the transmitted intensity at SEER\n", + "energy-bin `j`. Because energy is conserved through simple transmission, the\n", + "map should be dominated by a **diagonal ridge** — its brightness along the\n", + "diagonal traces the transmission shape." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "trans-map", + "metadata": { + "execution": { + "iopub.execute_input": "2026-07-01T07:11:23.673869Z", + "iopub.status.busy": "2026-07-01T07:11:23.673433Z", + "iopub.status.idle": "2026-07-01T07:11:25.057867Z", + "shell.execute_reply": "2026-07-01T07:11:25.055686Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Covariance map: (95, 60) max=2.194e-07 min=-5.515e-08\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "LSMOOTH = (1e-3, 1e-3)\n", + "spk = SpookLinSolve(AtB, AtA, mode='contracted', lsmooth=LSMOOTH)\n", + "spk.set_btb(TrBtB)\n", + "X_map = spk.getXopt() # (n_XRT, n_SEER)\n", + "print(f'Covariance map: {X_map.shape} max={X_map.max():.3e} min={X_map.min():.3e}')\n", + "\n", + "fig, ax = plt.subplots(figsize=(8, 7))\n", + "v = np.percentile(np.abs(X_map), 99)\n", + "im = ax.imshow(X_map, aspect='auto', origin='lower', cmap='RdBu_r', vmin=-v, vmax=v,\n", + " extent=[SEER_LO, SEER_HI, XRT_LO, XRT_HI])\n", + "plt.colorbar(im, ax=ax, label='covariance weight')\n", + "for g in GAP_COLS_FULL:\n", + " ax.axvline(g, color='k', ls=':', lw=0.8, alpha=0.4)\n", + "ax.set_xlabel('SEER pixel (transmitted energy \\u2192)')\n", + "ax.set_ylabel('XRT pixel (incident energy \\u2192)')\n", + "ax.set_title('Incident (XRT) vs transmitted (SEER) covariance map\\n(diagonal ridge = energy-conserving transmission; dotted = gap artifacts)')\n", + "plt.tight_layout(); plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "trans-ridge-md", + "metadata": {}, + "source": [ + "## 4. View 2 — ridge transmission `T(E)`\n", + "\n", + "For every XRT (incident) energy bin `i` we find the SEER bin `j*` it most\n", + "strongly correlates with (the ridge), then take the shot-to-shot **regression\n", + "slope**\n", + "\n", + "$$ T_i \\;\\propto\\; \\frac{\\mathrm{cov}(\\mathrm{XRT}_i,\\ \\mathrm{SEER}_{j^*})}{\\mathrm{var}(\\mathrm{XRT}_i)} $$\n", + "\n", + "This slope is the transmitted-per-incident response at that energy — the\n", + "**relative transmission shape** (up to the constant XRT/SEER gain ratio). We\n", + "only trust bins where the ridge correlation clears a threshold (elsewhere one\n", + "spectrometer has no signal and the slope is meaningless).\n", + "\n", + "**Absorption view (for easy visual recognition).** Absorbance follows\n", + "Beer\\u2013Lambert: `A(E) = \\u03bc(E)\\u00b7t = -ln T(E)`. Since our `T` is only\n", + "relative (known up to a constant gain factor `g`), taking `-ln(g\\u00b7T)` just\n", + "shifts the curve by the additive constant `-ln g`, which **cannot create,\n", + "remove, or distort an edge** \\u2014 it only sets the vertical offset. So the\n", + "log-transform flips the transmission step-*down* into the familiar absorption\n", + "step-*up* at the Fe K-edge, purely for visualization. (We subtract the median\n", + "so the y-axis is a relative absorbance \\u0394\\u03bct.)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "trans-ridge", + "metadata": { + "execution": { + "iopub.execute_input": "2026-07-01T07:11:25.066769Z", + "iopub.status.busy": "2026-07-01T07:11:25.064721Z", + "iopub.status.idle": "2026-07-01T07:11:25.717768Z", + "shell.execute_reply": "2026-07-01T07:11:25.717257Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "trusted XRT bins (corr>0.4, off-gap): 63/95\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "CORR_MIN = 0.4 # minimum ridge correlation to trust a bin\n", + "\n", + "# normalized cross-correlation matrix (XRT bins x SEER bins)\n", + "An = A / (A.std(0) + 1e-9)\n", + "Bn = B / (B.std(0) + 1e-9)\n", + "C = (An.T @ Bn) / A.shape[0]\n", + "\n", + "ridge = C.argmax(1) # best-matching SEER bin per XRT bin\n", + "peak = C.max(1) # its correlation\n", + "\n", + "# regression slope of the matched SEER bin on each XRT bin (shot-to-shot)\n", + "var_x = A.var(0)\n", + "cov_xy = (A * B[:, ridge]).mean(0)\n", + "slope = cov_xy / (var_x + 1e-9) # relative transmission * gain\n", + "\n", + "trusted = peak > CORR_MIN\n", + "# also drop XRT bins whose ridge lands on a SEER gap-artifact bin\n", + "trusted &= ~np.isin(ridge, seer_gap_bins)\n", + "\n", + "xrt_px = np.linspace(XRT_LO, XRT_HI, nx)\n", + "T = np.where(trusted, slope, np.nan)\n", + "# normalize the shape to its trusted median for a readable y-axis\n", + "T_norm = T / np.nanmedian(T)\n", + "\n", + "# Absorption view: A = -ln(T). T is relative (up to a gain constant), so we\n", + "# normalize by the median first; the additive -ln(median) offset cannot alter\n", + "# the edge shape. Only positive T bins are physical for the log.\n", + "T_pos = np.where(T_norm > 0, T_norm, np.nan)\n", + "absorb = -np.log(T_pos)\n", + "absorb = absorb - np.nanmedian(absorb) # relative absorbance \\u0394\\u03bct\n", + "\n", + "print(f'trusted XRT bins (corr>{CORR_MIN}, off-gap): {int(trusted.sum())}/{nx}')\n", + "\n", + "fig, axes = plt.subplots(3, 1, figsize=(10, 11), sharex=True)\n", + "axes[0].plot(xrt_px, peak, color='C1')\n", + "axes[0].axhline(CORR_MIN, color='k', ls='--', lw=0.8, label=f'threshold {CORR_MIN}')\n", + "axes[0].set_ylabel('ridge correlation'); axes[0].legend()\n", + "axes[0].set_title('Ridge quality (XRT\\u2013SEER matched-energy correlation)')\n", + "\n", + "axes[1].plot(xrt_px, T_norm, 'o-', ms=3, color='C0')\n", + "axes[1].set_ylabel('relative transmission T(E)')\n", + "axes[1].set_title('Stochastic transmission T(E) shape (K-edge = step DOWN)')\n", + "axes[1].grid(alpha=0.3)\n", + "\n", + "axes[2].plot(xrt_px, absorb, 'o-', ms=3, color='C3')\n", + "axes[2].set_xlabel('XRT pixel (incident energy \\u2192)')\n", + "axes[2].set_ylabel('relative absorbance \\u2212ln T (\\u0394\\u03bct)')\n", + "axes[2].set_title('Absorption view \\u2212ln T(E) (Fe K-edge = step UP)')\n", + "axes[2].grid(alpha=0.3)\n", + "plt.tight_layout(); plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "trans-crosscheck-md", + "metadata": {}, + "source": [ + "## 5. Cross-check — ridge overlaid on the covariance map\n", + "\n", + "Sanity check that the extracted ridge follows the bright diagonal of the\n", + "covariance map. A straight, monotonic ridge confirms the two spectrometers are\n", + "dispersing the same energy axis and that the transmission slope is being read\n", + "along the correct (matched-energy) direction." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "trans-crosscheck", + "metadata": { + "execution": { + "iopub.execute_input": "2026-07-01T07:11:25.720124Z", + "iopub.status.busy": "2026-07-01T07:11:25.719683Z", + "iopub.status.idle": "2026-07-01T07:11:26.013270Z", + "shell.execute_reply": "2026-07-01T07:11:26.012737Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(8, 7))\n", + "v = np.percentile(np.abs(C), 99)\n", + "im = ax.imshow(C.T, aspect='auto', origin='lower', cmap='viridis',\n", + " extent=[XRT_LO, XRT_HI, SEER_LO, SEER_HI], vmin=0, vmax=v)\n", + "plt.colorbar(im, ax=ax, label='shot-to-shot correlation')\n", + "# ridge (only trusted bins) in SEER pixel units\n", + "ridge_px = SEER_LO + (ridge + 0.5) * SEER_BIN\n", + "ax.plot(xrt_px[trusted], ridge_px[trusted], 'r.', ms=6, label='trusted ridge')\n", + "for g in GAP_COLS_FULL:\n", + " ax.axhline(g, color='w', ls=':', lw=0.8, alpha=0.5)\n", + "ax.set_xlabel('XRT pixel (incident energy \\u2192)')\n", + "ax.set_ylabel('SEER pixel (transmitted energy \\u2192)')\n", + "ax.set_title('XRT\\u2013SEER correlation with extracted ridge')\n", + "ax.legend(loc='upper left')\n", + "plt.tight_layout(); plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "trans-notes", + "metadata": {}, + "source": [ + "## Notes\n", + "\n", + "- **What the transmission shape means.** `T(E)` here is the *relative* energy\n", + " dependence of the sample transmission, recovered purely from shot-to-shot SASE\n", + " jitter shared between the upstream (XRT) and downstream (SEER) spectrometers.\n", + " It is defined only up to the (unknown, constant) XRT/SEER gain ratio, so read\n", + " the *shape* (edges, slopes), not the absolute value.\n", + "- **Fe K-edge.** Runs 78-82 are Fe foil. If the incident window spans ~7112 eV\n", + " the transmission should show the characteristic absorption-edge step. Confirm\n", + " by adding an energy calibration (pixel->eV) for both spectrometers.\n", + "- **Transmission vs absorption.** The K-edge is a step **DOWN** in transmission\n", + " `T(E)` (more absorption above the edge = less transmitted beam) and therefore\n", + " a step **UP** in absorbance `\\u2212ln T`. The low-transmission / high-absorbance\n", + " side is the high-energy side of the edge. The absorption panel is a\n", + " visualization aid only: because `T` is relative, `\\u2212ln T` is correct up to\n", + " an additive constant, which shifts the curve vertically but preserves the edge.\n", + " Without a pixel->eV calibration the horizontal orientation (which way is higher\n", + " energy) depends on the spectrometer dispersion sign.\n", + "- **Gap artifacts.** SEER bins on the patched ASIC gaps (full-panel cols ~191,\n", + " 287, 383) are collinear with their neighbors and carry no independent info;\n", + " they are excluded from the trusted ridge and flagged on the maps.\n", + "- **Absolute transmission.** To go beyond a shape you need matched detectors /\n", + " a gain cross-calibration, or a reference (no-sample) run to divide out the\n", + " spectrometer response.\n", + "- **Robustness.** Raise `CORR_MIN` to keep only the cleanest ridge; increase\n", + " `XRT_BIN`/`SEER_BIN` for more S/N per bin at the cost of energy resolution." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.20" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/mfx101609126_pershot_xes.yaml b/examples/mfx101609126_pershot_xes.yaml new file mode 100644 index 0000000..46c74de --- /dev/null +++ b/examples/mfx101609126_pershot_xes.yaml @@ -0,0 +1,123 @@ +# Per-shot XES projections for mfx101609126 — prepared for stochastic RIXS (spook) +# XRT spectrometer — feespec/hproj, already 1D per shot (2048 px) +# Spectroscopy detector — epix100_0/ROI_area, signal rows projected onto X +# SEER spectrometer — epix100_1/ROI_area, signal rows projected onto X +# +# ASIC panel-gap spikes and dead-gap columns are removed via patch_pixels +# (auto_detect mode) before rotation. Fixed rotation angles determined from +# mfx101609126_rotation_diagnostic.ipynb: -2.0 deg (spec) / -1.6 deg (SEER). +# +# All arrays are filtered to xray-on shots so shot indices align across A and B: +# spook A = xrt_hproj (N_xray, 2048) — incident spectrum +# spook B = epix_spec_ROI_1 (N_xray, n_cols) — emission (epix100_0) +# or epix_seer_ROI_1 (N_xray, n_cols) — emission (epix100_1 SEER) +# +# ipm is also filtered to xray shots for optional per-shot normalization. + +experiment: + hutch: mfx + experiment_id: mfx101609126 + lcls_run: 24 + +data: + runs: [79] + keys: + MfxDg2BmMon/totalIntensityJoules: ipm + lightStatus/xray: xray + feespec/hproj: xrt_hproj + detector_keys: + epix100_0/ROI_area: + name: epix_spec + transpose: false + epix100_1/ROI_area: + name: epix_seer + transpose: false + +pipeline: + # 1. Filter all arrays to xray-on shots so A and B share the same shot index + - step: union_shots + on: xrt_hproj + filter_keys: [xray, xray] + new_key: xrt_hproj + + - step: union_shots + on: ipm + filter_keys: [xray, xray] + new_key: ipm + + - step: union_shots + on: epix_spec + filter_keys: [xray, xray] + new_key: epix_spec + + - step: union_shots + on: epix_seer + filter_keys: [xray, xray] + new_key: epix_seer + + # 2. ADU threshold — zeros noise pixels before spike detection and rotation + - step: filter_detector_adu + on: epix_spec + adu_threshold: 5.0 + + - step: filter_detector_adu + on: epix_seer + adu_threshold: 5.0 + + # 3. Patch ASIC panel-gap columns + # epix100_0 has 3 gaps visible in the 2D ROI image: + # cols 80-81, 176-177, 275-276 + # Using manual pixels — auto_detect at nsigma=5 over-flags real + # spectral features on this detector. auto_detect still used for + # epix_seer below where it works well. + - step: patch_pixels + on: epix_spec + pixels: [80, 81, 82, 176, 177,178, 272,273, 274] + mode: polynomial + deg: 2 + + - step: patch_pixels + on: epix_seer + auto_detect: true + threshold: 5.0 + nsigma: 5.0 + max_gap_width: 4 + smooth_window: 31 + mode: polynomial + + # 4. Rotate to align dispersion axis with detector columns + # Fixed angles from mfx101609126_rotation_diagnostic.ipynb: + # epix100_0 (spectroscopy): -2.0 deg + # epix100_1 (SEER): -1.6 deg + # reshape: false keeps the original array dimensions + - step: rotate_detector + on: epix_spec + angle: -2.0 + reshape: false + + - step: rotate_detector + on: epix_seer + angle: -1.6 + reshape: false + + # 5. Project rows 10-40 (epix_spec) and 50-90 (epix_seer) onto X + # → per-shot 1D emission spectrum (N_xray, n_cols) + - step: reduce_detector_spatial + on: epix_spec + axis: 1 + rois: [[10, 40]] + combine_rois: true + reduction: sum + purge: true + + - step: reduce_detector_spatial + on: epix_seer + axis: 1 + rois: [[50, 90]] + combine_rois: true + reduction: sum + purge: true + +output: + format: hdf5 + path: ./results/mfx101609126_pershot_xes/ diff --git a/examples/mfx101609126_pixel_patch_diagnostic.ipynb b/examples/mfx101609126_pixel_patch_diagnostic.ipynb new file mode 100644 index 0000000..86e7c4e --- /dev/null +++ b/examples/mfx101609126_pixel_patch_diagnostic.ipynb @@ -0,0 +1,491 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "cell-run-header", + "metadata": {}, + "source": [ + "## Run the YAML pipeline\n", + "\n", + "Execute this cell first to (re)generate results from `mfx101609126_pershot_xes.yaml`. \n", + "Skip if results are already up-to-date." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "cell-run-pipeline", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " saved: ipm (2843,)\n", + " saved: xrt_hproj (2843, 2048)\n", + " saved: epix_seer_col_profile (620,)\n", + " saved: epix_seer_col_baseline (620,)\n", + " saved: epix_seer_col_zscore (620,)\n", + " saved: epix_spec_ROI_1 (2843, 300)\n", + " saved: epix_seer_ROI_1 (2843, 620)\n", + "\n", + "Output written to: ./results/mfx101609126_pershot_xes/run0079.h5\n" + ] + } + ], + "source": [ + "import sys, os\n", + "sys.path.insert(0, '..')\n", + "\n", + "import h5py\n", + "import numpy as np\n", + "from XSpect.controller.pipeline import Pipeline\n", + "\n", + "pipeline = Pipeline.from_yaml('mfx101609126_pershot_xes.yaml')\n", + "pipeline.run(cores=1, batch_size=100000)\n", + "\n", + "# Save results to HDF5 (Pipeline collects results but doesn't write to disk)\n", + "out_dir = pipeline.config.output.path\n", + "os.makedirs(out_dir, exist_ok=True)\n", + "run_num = pipeline.config.data.runs[0]\n", + "out_file = os.path.join(out_dir, f'run{run_num:04d}.h5')\n", + "\n", + "with h5py.File(out_file, 'w') as f:\n", + " for key, value in pipeline.results.items():\n", + " if isinstance(value, np.ndarray):\n", + " f.create_dataset(key, data=value)\n", + " print(f' saved: {key} {value.shape}')\n", + "\n", + "print(f'\\nOutput written to: {out_file}')" + ] + }, + { + "cell_type": "markdown", + "id": "cell-title", + "metadata": {}, + "source": [ + "# Pixel Patch Diagnostic — mfx101609126 run 79\n", + "\n", + "Compares **raw** smalldata (pre-patch) to the **pipeline output** HDF5 (post-patch). \n", + "Patched pixels for `epix_spec`: cols 80-81, 176-177, 275-276 (manual). \n", + "Patched pixels for `epix_seer`: auto-detected via combined ratio + z-score method." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "cell-imports", + "metadata": {}, + "outputs": [], + "source": [ + "import h5py\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# ── Paths ──────────────────────────────────────────────────────────────────\n", + "SMD_PATH = '/sdf/data/lcls/ds/mfx/mfx101609126/hdf5/smalldata/mfx101609126_Run0079.h5'\n", + "OUT_PATH = './results/mfx101609126_pershot_xes/run0079.h5'\n", + "\n", + "# ── Known gap pixels (from YAML) ──────────────────────────────────────────\n", + "SPEC_PIXELS = [80, 81, 176, 177, 273, 274]\n", + "SIGNAL_ROWS = {'epix_spec': (10, 40), 'epix_seer': (50, 90)}\n", + "ADU_THRESH = 5.0" + ] + }, + { + "cell_type": "markdown", + "id": "cell-load-header", + "metadata": {}, + "source": [ + "## 1. Load pipeline output and raw data" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "cell-load-data", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Output HDF5 keys:\n", + " epix_seer_ROI_1: (2843, 620)\n", + " epix_seer_col_baseline: (620,)\n", + " epix_seer_col_profile: (620,)\n", + " epix_seer_col_zscore: (620,)\n", + " epix_spec_ROI_1: (2843, 300)\n", + " ipm: (2843,)\n", + " xrt_hproj: (2843, 2048)\n", + "\n", + "Post-patch spectra: spec (2843, 300), seer (2843, 620)\n", + "Auto-detected pixels: spec=[], seer=[]\n" + ] + } + ], + "source": [ + "# Load pipeline output (post-patch, post-rotate, post-spatial-reduce)\n", + "with h5py.File(OUT_PATH, 'r') as f:\n", + " print('Output HDF5 keys:')\n", + " for k in f.keys():\n", + " ds = f[k]\n", + " print(f' {k}: {ds.shape if hasattr(ds, \"shape\") else ds}')\n", + " \n", + " spec_patched = f['epix_spec_ROI_1'][:] # (N_xray, 300) — post-patch 1D spectra\n", + " seer_patched = f['epix_seer_ROI_1'][:] # (N_xray, 620)\n", + " ipm = f['ipm'][:]\n", + " \n", + " # Load patched pixel lists if present\n", + " spec_auto = f['epix_spec_auto_patched_pixels'][:] if 'epix_spec_auto_patched_pixels' in f else []\n", + " seer_auto = f['epix_seer_auto_patched_pixels'][:] if 'epix_seer_auto_patched_pixels' in f else []\n", + "\n", + "print(f'\\nPost-patch spectra: spec {spec_patched.shape}, seer {seer_patched.shape}')\n", + "print(f'Auto-detected pixels: spec={list(spec_auto)}, seer={list(seer_auto)}')" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "cell-load-raw", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Loaded shots 0-5000 (367 xray) Loaded shots 5000-10000 (386 xray) Loaded shots 10000-15000 (424 xray) Loaded shots 15000-20000 (418 xray) Loaded shots 20000-25000 (401 xray) Loaded shots 25000-30000 (375 xray) Loaded shots 30000-35000 (410 xray) Loaded shots 35000-35998 (62 xray)\n", + "Raw projections: spec (2843, 300), seer (2843, 620)\n" + ] + } + ], + "source": [ + "# Load raw smalldata for \"before\" comparison\n", + "# Build the same projection that the pipeline produces (signal-row sum)\n", + "# but WITHOUT patching\n", + "with h5py.File(SMD_PATH, 'r') as f:\n", + " xray = f['lightStatus/xray'][:].astype(bool)\n", + " N = len(xray)\n", + " \n", + " # epix_spec: sum signal rows (10-40) for xray-on shots\n", + " spec_raw_proj = np.zeros((xray.sum(), f['epix100_0/ROI_area'].shape[2]), dtype=np.float64)\n", + " seer_raw_proj = np.zeros((xray.sum(), f['epix100_1/ROI_area'].shape[2]), dtype=np.float64)\n", + " \n", + " r0s, r1s = SIGNAL_ROWS['epix_spec']\n", + " r0e, r1e = SIGNAL_ROWS['epix_seer']\n", + " \n", + " chunk = 5000\n", + " xray_idx = 0\n", + " for start in range(0, N, chunk):\n", + " end = min(start + chunk, N)\n", + " xmask = xray[start:end]\n", + " n_xray = xmask.sum()\n", + " if n_xray == 0:\n", + " continue\n", + " \n", + " # epix_spec\n", + " raw = f['epix100_0/ROI_area'][start:end][xmask].astype(np.float64)\n", + " raw[raw < ADU_THRESH] = 0.0\n", + " spec_raw_proj[xray_idx:xray_idx+n_xray] = raw[:, r0s:r1s, :].sum(axis=1)\n", + " \n", + " # epix_seer\n", + " raw = f['epix100_1/ROI_area'][start:end][xmask].astype(np.float64)\n", + " raw[raw < ADU_THRESH] = 0.0\n", + " seer_raw_proj[xray_idx:xray_idx+n_xray] = raw[:, r0e:r1e, :].sum(axis=1)\n", + " \n", + " xray_idx += n_xray\n", + " print(f' Loaded shots {start}-{end} ({n_xray} xray)', end='\\r')\n", + "\n", + "print(f'\\nRaw projections: spec {spec_raw_proj.shape}, seer {seer_raw_proj.shape}')" + ] + }, + { + "cell_type": "markdown", + "id": "cell-compare-header", + "metadata": {}, + "source": [ + "## 2. Before vs After — mean 1D spectra" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "cell-compare-spec", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def plot_before_after(raw_proj, patched_proj, pixels, det_label):\n", + " \"\"\"Compare mean spectrum before (raw) and after (pipeline output).\"\"\"\n", + " before = raw_proj.mean(axis=0)\n", + " after = patched_proj.mean(axis=0)\n", + " \n", + " fig, axes = plt.subplots(2, 1, figsize=(14, 6), sharex=True)\n", + " fig.suptitle(f'{det_label} — mean 1D spectrum', fontsize=12)\n", + " \n", + " for ax, data, title in zip(axes, [before, after],\n", + " ['BEFORE patching (raw smalldata)', 'AFTER patching (pipeline output)']):\n", + " ax.plot(data, lw=0.9, color='steelblue')\n", + " for c in pixels:\n", + " ax.axvline(c, color='red', lw=1.2, alpha=0.7, ls='--')\n", + " ax.set_ylabel('Mean ADU/shot')\n", + " ax.set_title(title, fontsize=10)\n", + " \n", + " axes[-1].set_xlabel('Column (spectral axis)')\n", + " plt.tight_layout()\n", + " plt.show()\n", + " \n", + " # Zoomed panels\n", + " if not pixels:\n", + " return\n", + " n_show = min(len(pixels), 8)\n", + " show = pixels[:n_show]\n", + " fig, axes = plt.subplots(2, n_show, figsize=(3.5*n_show, 5))\n", + " if n_show == 1:\n", + " axes = axes.reshape(2, 1)\n", + " fig.suptitle(f'{det_label} — zoom ±20 cols around patched pixels', fontsize=11)\n", + " \n", + " for ci, c in enumerate(show):\n", + " lo, hi = max(0, c-20), min(len(before), c+21)\n", + " xi = np.arange(lo, hi)\n", + " for ri, (d, lbl) in enumerate([(before, 'before'), (after, 'after')]):\n", + " ax = axes[ri, ci]\n", + " ax.plot(xi, d[lo:hi], lw=1.0, color='steelblue')\n", + " ax.axvline(c, color='red', lw=1.5, ls='--', alpha=0.8)\n", + " ax.set_title(f'col {c} — {lbl}', fontsize=8)\n", + " if ci == 0:\n", + " ax.set_ylabel('ADU')\n", + " plt.tight_layout()\n", + " plt.show()\n", + "\n", + "\n", + "plot_before_after(spec_raw_proj, spec_patched, SPEC_PIXELS, 'epix_spec (epix100_0)')" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "cell-compare-seer", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "seer_pixels = list(seer_auto) if len(seer_auto) > 0 else []\n", + "plot_before_after(seer_raw_proj, seer_patched, seer_pixels, 'epix_seer (epix100_1)')" + ] + }, + { + "cell_type": "markdown", + "id": "cell-2d-header", + "metadata": {}, + "source": [ + "## 3. Summed 2D ROI image (raw) with gap locations marked" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "cell-2d-image", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " shots 0-5000 shots 5000-10000 shots 10000-15000 shots 15000-20000 shots 20000-25000 shots 25000-30000 shots 30000-35000 shots 35000-35998\n", + "spec_sum2d: (60, 300), seer_sum2d: (100, 620)\n" + ] + } + ], + "source": [ + "# Build 2D summed images from raw data\n", + "with h5py.File(SMD_PATH, 'r') as f:\n", + " xray = f['lightStatus/xray'][:].astype(bool)\n", + " N = len(xray)\n", + " \n", + " spec_sum2d = np.zeros(f['epix100_0/ROI_area'].shape[1:], dtype=np.float64)\n", + " seer_sum2d = np.zeros(f['epix100_1/ROI_area'].shape[1:], dtype=np.float64)\n", + " \n", + " chunk = 5000\n", + " for start in range(0, N, chunk):\n", + " end = min(start + chunk, N)\n", + " xmask = xray[start:end]\n", + " if xmask.sum() == 0:\n", + " continue\n", + " \n", + " raw = f['epix100_0/ROI_area'][start:end][xmask].astype(np.float64)\n", + " raw[raw < ADU_THRESH] = 0.0\n", + " spec_sum2d += raw.clip(0).sum(axis=0)\n", + " \n", + " raw = f['epix100_1/ROI_area'][start:end][xmask].astype(np.float64)\n", + " raw[raw < ADU_THRESH] = 0.0\n", + " seer_sum2d += raw.clip(0).sum(axis=0)\n", + " \n", + " print(f' shots {start}-{end}', end='\\r')\n", + "\n", + "print(f'\\nspec_sum2d: {spec_sum2d.shape}, seer_sum2d: {seer_sum2d.shape}')" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "cell-2d-plot", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def plot_2d_with_gaps(sum2d, pixels, signal_rows, det_label):\n", + " fig, ax = plt.subplots(1, 1, figsize=(14, 4))\n", + " vmax = np.percentile(sum2d, 99.5)\n", + " im = ax.imshow(sum2d, aspect='auto', origin='upper', cmap='inferno',\n", + " vmin=0, vmax=vmax, interpolation='nearest')\n", + " plt.colorbar(im, ax=ax, label='Integrated ADU')\n", + " \n", + " r0, r1 = signal_rows\n", + " ax.axhspan(r0, r1, color='cyan', alpha=0.2, label=f'signal rows {r0}-{r1}')\n", + " for i, c in enumerate(pixels):\n", + " ax.axvline(c, color='red', lw=1.5, ls='--', alpha=0.9,\n", + " label='patched col' if i == 0 else '_')\n", + " \n", + " ax.set_xlabel('Column (spectral axis)')\n", + " ax.set_ylabel('Row')\n", + " ax.set_title(f'{det_label} — summed 2D ROI (raw, all xray-on shots)', fontsize=11)\n", + " ax.legend(fontsize=9, loc='lower right')\n", + " plt.tight_layout()\n", + " plt.show()\n", + "\n", + "\n", + "plot_2d_with_gaps(spec_sum2d, SPEC_PIXELS, SIGNAL_ROWS['epix_spec'], 'epix_spec (epix100_0)')\n", + "plot_2d_with_gaps(seer_sum2d, list(seer_auto), SIGNAL_ROWS['epix_seer'], 'epix_seer (epix100_1)')" + ] + }, + { + "cell_type": "markdown", + "id": "cell-summary-header", + "metadata": {}, + "source": [ + "## 4. Quantitative check — patched pixel values vs neighbors" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "cell-summary", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "epix_spec (epix100_0)\n", + " col before after neighbors after/nbr\n", + "----------------------------------------------------\n", + " 80 79.93 159.90 169.84 94.1%\n", + " 81 84.05 168.34 186.48 90.3%\n", + " 176 39.18 76.94 79.63 96.6%\n", + " 177 39.14 78.88 84.71 93.1%\n", + " 273 0.20 31.64 48.25 65.6%\n", + " 274 20.27 29.84 40.26 74.1%\n", + "\n", + "epix_seer (epix100_1)\n", + " col before after neighbors after/nbr\n", + "----------------------------------------------------\n" + ] + } + ], + "source": [ + "def quantitative_check(raw_proj, patched_proj, pixels, det_label):\n", + " before = raw_proj.mean(axis=0)\n", + " after = patched_proj.mean(axis=0)\n", + " bad_set = set(pixels)\n", + " \n", + " print(f'\\n{det_label}')\n", + " print(f'{\"col\":>5} {\"before\":>10} {\"after\":>10} {\"neighbors\":>10} {\"after/nbr\":>10}')\n", + " print('-' * 52)\n", + " for c in pixels:\n", + " # Clean neighbors: ±10 but >4 away from any bad pixel\n", + " clean = [i for i in range(max(c-10, 0), min(c+11, len(before)))\n", + " if i not in bad_set and all(abs(i-b) > 4 for b in bad_set)]\n", + " n_avg = np.mean(before[clean]) if clean else 0\n", + " ratio = f'{after[c]/n_avg:.1%}' if n_avg > 0 else 'n/a'\n", + " print(f'{c:>5} {before[c]:>10.2f} {after[c]:>10.2f} {n_avg:>10.2f} {ratio:>10}')\n", + "\n", + "\n", + "quantitative_check(spec_raw_proj, spec_patched, SPEC_PIXELS, 'epix_spec (epix100_0)')\n", + "quantitative_check(seer_raw_proj, seer_patched, list(seer_auto), 'epix_seer (epix100_1)')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.20" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/mfx101609126_rixs_plane.ipynb b/examples/mfx101609126_rixs_plane.ipynb new file mode 100644 index 0000000..d04e50a --- /dev/null +++ b/examples/mfx101609126_rixs_plane.ipynb @@ -0,0 +1,268 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Runs processed: 1\n", + "Energy bins: 71\n", + "Total shots: 4283\n", + "Avg shots/bin: 60\n" + ] + } + ], + "source": [ + "import os\n", + "os.chdir(os.path.dirname(os.path.abspath('__file__')) + '/..')\n", + "\n", + "from XSpect import Pipeline\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "p = Pipeline.from_yaml('examples/mfx101609126_static_rixs.yaml')\n", + "p.run(cores=4, batch_size=500)\n", + "\n", + "run = p.analyzed_runs[0]\n", + "print(f'Runs processed: {len(p.analyzed_runs)}')\n", + "print(f'Energy bins: {len(run.ccm_energies)}')\n", + "print(f'Total shots: {run.epix_energy_bincount.sum():.0f}')\n", + "print(f'Avg shots/bin: {run.epix_energy_bincount.mean():.0f}')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "RIXS plane shape: (71, 300)\n", + "Incident energy range: 7095.0 - 8105.2 eV\n" + ] + } + ], + "source": [ + "# RIXS plane: incident energy (DCCM) vs emission pixel\n", + "rixs = run.epix_energy_binned_ROI_1 # (n_energy x n_emission_pixels)\n", + "incident_energy = run.ccm_energies * 1000 # keV -> eV\n", + "\n", + "print(f'RIXS plane shape: {rixs.shape}')\n", + "print(f'Incident energy range: {incident_energy[0]:.1f} - {incident_energy[-1]:.1f} eV')" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# --- Detector ROI diagnostic ---\n", + "# epix_reduced: sum of all ADU-filtered xray frames (60 rows x 300 cols).\n", + "# Left panel: 2D image with the current spatial ROI marked (red dashes).\n", + "# Right panel: row projection (sum over emission axis) showing where signal\n", + "# is concentrated in the cross-dispersion direction.\n", + "# Adjust rois in the YAML if the red band does not cover the signal peak.\n", + "\n", + "img = run.epix_reduced # shape (60, 300)\n", + "roi_rows = [0, 60] # must match rois: [[0, 60]] in the YAML\n", + "\n", + "fig, axes = plt.subplots(1, 2, figsize=(12, 4),\n", + " gridspec_kw={'width_ratios': [3, 1]})\n", + "\n", + "# 2D image\n", + "ax = axes[0]\n", + "im = ax.imshow(img, aspect='auto', origin='lower',\n", + " extent=[0, img.shape[1], 0, img.shape[0]],\n", + " cmap='viridis')\n", + "plt.colorbar(im, ax=ax, label='Counts')\n", + "ax.axhline(roi_rows[0], color='red', ls='--', lw=1.5, label=f'ROI y={roi_rows[0]}')\n", + "ax.axhline(roi_rows[1], color='red', ls='--', lw=1.5, label=f'ROI y={roi_rows[1]}')\n", + "ax.set_xlabel('Emission pixel (col)')\n", + "ax.set_ylabel('Cross-dispersion (row)')\n", + "ax.set_title('Summed xray frames — run 97')\n", + "ax.legend(fontsize=8)\n", + "\n", + "# Row projection\n", + "ax2 = axes[1]\n", + "row_proj = img[:30,:].sum(axis=1) # sum over emission axis -> signal vs row\n", + "ax2.plot(row_proj, np.arange(len(row_proj)))\n", + "ax2.axhline(roi_rows[0], color='red', ls='--', lw=1.5)\n", + "ax2.axhline(roi_rows[1], color='red', ls='--', lw=1.5)\n", + "ax2.set_xlabel('Counts')\n", + "ax2.set_ylabel('Cross-dispersion (row)')\n", + "ax2.set_title('Row projection')\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(10, 6))\n", + "\n", + "im = ax.imshow(\n", + " rixs,\n", + " aspect='auto',\n", + " origin='lower',\n", + " extent=[0, rixs.shape[1], incident_energy[0], incident_energy[-1]],\n", + " cmap='viridis',\n", + ")\n", + "cbar = plt.colorbar(im, ax=ax, label='Counts')\n", + "ax.set_xlabel('Emission pixel')\n", + "ax.set_ylabel('Incident energy (eV)')\n", + "ax.set_title('RIXS plane — mfx101609126 run 97')\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 1D absorption spectrum: integrate RIXS plane over emission axis,\n", + "# then normalize by the dg2 IPM sum per incident energy bin.\n", + "#\n", + "# rixs shape: (n_energy, n_emission_pixels)\n", + "# ipm_energy_binned shape: (n_energy,) — produced by reduce_detector_ccm on ipm\n", + "\n", + "xas = rixs.sum(axis=1) # integrate emission axis -> (n_energy,)\n", + "ipm_per_bin = run.ipm_energy_binned # dg2 IPM sum per incident energy bin\n", + "\n", + "safe_ipm = np.where(ipm_per_bin > 0, ipm_per_bin, np.nan)\n", + "xas_norm = xas / safe_ipm\n", + "\n", + "fig, ax = plt.subplots(figsize=(8, 4))\n", + "ax.plot(incident_energy, xas_norm)\n", + "ax.set_xlabel('Incident energy (eV)')\n", + "ax.set_ylabel('Integrated counts / IPM (arb. units)')\n", + "ax.set_title('1D absorption spectrum — mfx101609126 run 97')\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(incident_energy,run.ipm_energy_binned)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Shot statistics per incident energy bin\n", + "fig, ax = plt.subplots(figsize=(8, 3))\n", + "ax.bar(incident_energy, run.epix_energy_bincount, width=np.median(np.diff(incident_energy)) * 0.8)\n", + "ax.set_xlabel('Incident energy (eV)')\n", + "ax.set_ylabel('Shots per bin')\n", + "ax.set_title('Shot statistics')\n", + "plt.tight_layout()\n", + "plt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.20" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/mfx101609126_rotation_diagnostic.ipynb b/examples/mfx101609126_rotation_diagnostic.ipynb new file mode 100644 index 0000000..3e2e325 --- /dev/null +++ b/examples/mfx101609126_rotation_diagnostic.ipynb @@ -0,0 +1,405 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "881fefb7", + "metadata": {}, + "source": [ + "# Detector rotation angle diagnostic — mfx101609126\n", + "Use `XSpectDetectorProcessor` to inspect the summed image, edge map, and detected rotation angle before committing values to the pipeline YAML." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "fce008a3", + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "os.chdir(os.path.dirname(os.path.abspath('__file__')) + '/..')\n", + "\n", + "import h5py\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from XSpect.XSpect_Processor.XSpectDetectorProcessor import XSpectDetectorProcessor" + ] + }, + { + "cell_type": "markdown", + "id": "df962813", + "metadata": {}, + "source": [ + "## Load summed images for both detectors" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "669f72cd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "epix100_0 (spec) sum image: (60, 300) max=349746\n", + "epix100_1 (SEER) sum image: (100, 620) max=2838\n" + ] + } + ], + "source": [ + "H5_PATH = '/sdf/data/lcls/ds/mfx/mfx101609126/hdf5/smalldata/mfx101609126_Run0079.h5'\n", + "\n", + "with h5py.File(H5_PATH, 'r') as f:\n", + " xray = f['lightStatus/xray'][:].astype(bool)\n", + " img_spec = f['epix100_0/ROI_area'][:][xray].sum(axis=0).clip(0).astype(float)\n", + " img_seer = f['epix100_1/ROI_area'][:][xray].sum(axis=0).clip(0).astype(float)\n", + "\n", + "print(f'epix100_0 (spec) sum image: {img_spec.shape} max={img_spec.max():.0f}')\n", + "print(f'epix100_1 (SEER) sum image: {img_seer.shape} max={img_seer.max():.0f}')" + ] + }, + { + "cell_type": "markdown", + "id": "b33f57b9", + "metadata": {}, + "source": [ + "## Raw sum images" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "144fdf41", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(1, 2, figsize=(14, 4))\n", + "from scipy.ndimage import rotate\n", + "for ax, img, title in [\n", + " (axes[0], rotate(img_spec,-2), 'epix100_0 (spectroscopy) 60×300'),\n", + " (axes[1], rotate(img_seer,-1.6), 'epix100_1 (SEER) 100×620'),\n", + "]:\n", + " im = ax.imshow(img, aspect='auto', origin='upper', cmap='viridis')\n", + " plt.colorbar(im, ax=ax)\n", + " ax.set_title(title)\n", + " ax.set_xlabel('col (dispersion)')\n", + " ax.set_ylabel('row (cross-dispersion)')\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "2c7e66fd-3ffa-45fb-9a9e-f6bc50e8315e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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/4Mknn6zzvAkTJuC1117DnXfeiTlz5qBz58746aef8PPPP7veS2NdffXVWLhwIcaPH4/7778fRUVF+O9//wulUtnoaxERUXBhDjWrUZ9XZWUl1qxZAwCu+bY2btyIwsJCaLVat2JGc2MO5cQcishLgZ5pnai1ycjIEO+55x6xXbt2olwuF2NiYsQhQ4aIc+bMcbWpXjlm2bJl4kMPPSTGxMSISqVSvOyyy8S///7b7XrnrhzzzDPPiBKJRPz111/d2qWnp4symUx8+OGHXfs++eQTEYDHx4QJE9zOt1gs4gsvvCB26NBBVCgUYlpamvjGG294fI/Hjh0Tb7jhBjE0NFTUaDTiyJEjxR07djTp8/LltXwlOTlZvPrqq8Wvv/5a7Nmzp6hQKMSOHTuKCxcurNXWYDCIzz77rNi1a1dRoVCIYWFhYu/evcVHHnlEzM3NdbUDIE6bNs2r+1evHPPKK694PL569Wpx4MCBokqlErVarThy5Ehxy5YttdqVlJSIEolE1Gq1bivQfP755yIA8aabbmowlry8PHHixIlit27dRK1WK4aEhIh9+vQRX3vtNdFms7naeVqp5dSpU+JNN90khoSEiDqdTrz55pvFNWvWiADE//3vf652EyZMELVaba17e1o16eOPPxa7du0qKpVKMTU1VZw3b5740UcfiQDEjIyMeuMhIqLgxhyqcZ9VXfElJyc3+nq+whzqLOZQRN4RRFEU/V34IiJ3GzZswIgRI/DVV1/hlltuCXQ4dI6OHTuiV69e+OGHHwIdSqszd+5cPPvsszh16hTat28f6HCIiKiFYQ4V3JhD+Q9zKGqtOHyPiIj84q233gIAdOvWDVarFb/99hveeOMN3HnnnUymiIiIiOrAHIraEhaliMjn7HY76uuEKQiC20SL1DppNBq89tpryMzMhNlsRocOHfDEE0/g2WefDXRoREREQYk5FAHMoaht4fA9IvK54cOHY+PGjXUeT05ORmZmZvMFRERERNQCMIcioraGRSki8rnDhw+jvLy8zuNKpbLRS/kSERERtXbMoYiorWFRioiIiIiIiIiImp0k0AEQEREREREREVHbw4nOATgcDmRnZ0On00EQhECHQ0REREFEFEWUl5cjMTEREgm/z6vG/ImIiIjq4m3+xKIUgOzsbCQlJQU6DCIiIgpiWVlZXIq7BuZPRERE1JCG8icWpQDodDoAzg8rNDQ0wNEEicpKYPhw5/aGDYBGE8hoiIiIAkav1yMpKcmVL5AT86c6MIciIiLyOn9iUQpwdTkPDQ1lUlVNKgUOH3Zu63SAVhvYeIiIiAKMQ9TcMX+qA3MoIiIil4byJ06MQEREREREREREzY5FKSIiIiIiIiIianYsShERERERERERUbPjnFJERNRm2O12WK3WQIdBQUYul0MqlQY6DCIioqDFHIrO5av8iUUpIiJq9URRRG5uLkpLSwMdCgWp8PBwxMfHczJzIiKiGphDUX18kT+xKEWeCQKQnHx2m4ioBatOpmJjY6HRaFh4IBdRFFFZWYn8/HwAQEJCQoAjohaPORQRtSLMocgTX+ZPLEqRZxoNkJkZ6CiIiM6b3W53JVNRUVGBDoeCkFqtBgDk5+cjNjaWQ/no/DCHIqJWgjkU1cdX+VOrmej8nXfeQUpKClQqFQYMGIA//vgj0CEREVEQqJ7/QKPRBDgSCmbVPx9tcb4M5lBEROQJcyhqiC/yp1ZRlPryyy8xffp0PPPMM9i1axcuu+wyjB07FqdOnQp0aEREFCTY3Zzq01Z/PphDERFRQ9rq70hqmC9+NlpFUWrhwoWYPHky7r33XnTv3h2LFi1CUlISFi9eHOjQWi6jEbjoIufDaAx0NEREROQHzKH8gDkUERGR11p8UcpisWDHjh0YM2aM2/4xY8YgPT3d4zlmsxl6vd7tEWiPf70HV7/xB3aeKgl0KE4OB/D3386HwxHoaIiIqAXIzc3F6NGjodVqER4eHtBYJk6ciBtuuCGgMQS7xuZQwZg/BSUvcyiD2YYvt5/CC//bh1vfTcdzq/c1Y5BERBQs2nr+1OKLUoWFhbDb7YiLi3PbHxcXh9zcXI/nzJs3D2FhYa5HUlJSc4Rar+MFFdifrUdumSnQoRARUZDYtGkTrr32WiQmJkIQBKxevbpWG1EUMWvWLCQmJkKtVmP48OHYv3+/W5tHH30UkZGR6NChA1asWOF2bOXKlbj22mt9Eu9rr72GnJwc7N69G0eOHPHJNcl/GptDBWP+1JKYrHa89dtRjF64ETcvTscFs9fhiW/2YumfJ7E9swTbM4sDHSIRUavA/KllafFFqWrnjmUURbHO8Y1PPfUUysrKXI+srKzmCLFeBpMNALDhcH6AIyEiomBRUVGBvn374q233qqzzYIFC7Bw4UK89dZb2L59O+Lj4zF69GiUl5cDAL7//nssX74c69atw/z58zFp0iQUFRUBAEpLS/HMM8/g7bff9km8x48fx4ABA9ClSxfExsb65Jrkf97mUMGYP7Uka/bm4L/rjuBovgE7TpbA5hABAKN7xOHVW/vijdv7BThCIqLWgflTy9Lii1LR0dGQSqW1vtHLz8+v9c1fNaVSidDQULdHIOWUGXE4z/nDX1rZ9lb9ISIiz8aOHYs5c+bgpptu8nhcFEUsWrQIzzzzDG666Sb06tULS5cuRWVlJZYvXw4AOHjwIIYPH44LL7wQt99+O0JDQ3HixAkAwOOPP46pU6eiQ4cOXsWzePFidOrUCQqFAl27dsWyZctcxzp27IhvvvkGn376KQRBwMSJEz1eo7pb+OzZsxEbG4vQ0FBMmTIFFovF7X0tWLAAqampUKvV6Nu3L77++mvXcbvdjsmTJyMlJQVqtRpdu3bF66+/Xm/sO3bsQGxsLF566SWv3mtb0NgcKtjyp5bmsi4xHvevP5CHpX9mIi1O18wRERG1TsyfWlb+JPPblZuJQqHAgAEDsH79etx4442u/evXr8f1118fwMi8Z7Y6IJUIsDtEyKUtvk5IRNRyVFTUfUwqBVQq79pKJIBa3XBbrbZx8TUgIyMDubm5bnMCKZVKDBs2DOnp6ZgyZQr69u2L999/HyUlJThx4gSMRiM6d+6MzZs3Y+fOnV5PaL1q1So8/PDDWLRoEUaNGoUffvgBkyZNQvv27TFixAhs374dd999N0JDQ/H6669DXfPzOMevv/4KlUqF33//HZmZmZg0aRKio6NdCc+zzz6Lb7/9FosXL0aXLl2wadMm3HnnnYiJicGwYcPgcDjQvn17rFy5EtHR0UhPT8f999+PhIQEjBs3rtb9NmzYgBtuuAHz5s3Dv//970Z+yq1Xa8ihWpIYnRJf3j8It72/tdaxf06XYdmfmQhVy9EhUoN+HSICECERkZeYPzF/8iWxFVixYoUol8vFjz76SDxw4IA4ffp0UavVipmZmV6dX1ZWJgIQy8rK/Bxp3RZvOCYmP/GDOGTerwGLwY3BIIqA82EwBDoaIqImMxqN4oEDB0Sj0Vj7YPW/c54eV13l3lajqbvtsGHubaOjPbc7DwDEVatWue3bsmWLCEA8c+aM2/777rtPHDNmjOv1Cy+8IHbq1Ens1auX+O2334pms1ns1auX+Pfff4tvvvmmmJaWJg4ZMkTct29fnfcfMmSIeN9997ntu/XWW8WranxO119/vThhwoR638eECRPEyMhIsaKiwrVv8eLFYkhIiGi320WDwSCqVCoxPT3d7bzJkyeLt99+e53XnTp1qnjzzTe73ef6668XV69eLep0OnH58uX1xlXfz0kw5An+cj45VGv+XM5LAznUd7vPiMlP/FDv463fjgYgcCIid3X+bmT+xPypii/ypxbfUwoAbrvtNhQVFeHFF19ETk4OevXqhTVr1iA5OTnQoXntxn7t8PJPh3Cm1IjMwgp0jPZtNbhJoqMDHQEREXmhoTmBZs2ahVmzZrm9HjVqFORyOebMmYO9e/fihx9+wN13340dO3Z4vMfBgwdx//33u+275JJLGuz27Unfvn2h0WhcrwcPHgyDwYCsrCzk5+fDZDJh9OjRbudYLBb063d2zp13330XH374IU6ePAmj0QiLxYILLrjA7Zxt27bhhx9+wFdffeXWE4jOag051PmyO0TX3J4AYBdF2B0iHFXPNbedz3A/LooQa+xHhQEDIqIAAFsO5cGq0pw9TxTxwv8aXmXvlZ8P45WfD+PKnvGYf0sfhKnlfnv/RERtFfOn4MifWkVRCgCmTp2KqVOnBjqMJlMrpK5thSwIhvBptUBBQaCjICLyL4Oh7mNSqfvr/HoWopCc8+92ZmaTQ2qM+Ph4AM6lhBMSElz765tX8dChQ/j888+xa9cufPzxxxg6dChiYmIwbtw43HPPPdDr9XXOFdSYRUWaQhAEOBwOAMCPP/6Idu3auR1XKpUAnCvePPLII3j11VcxePBg6HQ6vPLKK9i2bZtb+06dOiEqKgoff/wxrr76aigUCp/F2pq09BzqfJisdlw45xcYzLaGGzfG/Uudz18dPK/LrN2fiws7RuDey1J9EBQRkY8wf2L+5EOtpijV0qnlUmgUUlRa7CiusCAxvO6xpERE5CONmaPAX23PQ0pKCuLj47F+/XrXt2AWiwUbN27E/Pnza7UXRRH3338/Xn31VYSEhMBut8NqdS6wUf1cndScq3v37ti8eTPuvvtu17709HR079690XHv2bMHRqPRNW/C1q1bERISgvbt2yMiIgJKpRKnTp3CsGHDPJ7/xx9/YMiQIW6FlOPHj9dqFx0djW+//RbDhw/HbbfdhpUrV0IuZ48Tcmer42c+GKTFheDavomBDoOIyB3zJ+ZPPsSiVJCQSyVQyZ1FqcUbjuOt8f18Wj0lIqKWx2Aw4NixY67XGRkZ2L17NyIjI9GhQwcIgoDp06dj7ty56NKlC7p06YK5c+dCo9Fg/Pjxta73wQcfIDY2Ftdddx0AZ/fxWbNmYevWrfjpp5/Qo0cPhIeHe4zlsccew7hx49C/f3+MHDkS33//Pb799lv88ssvjX5fFosFkydPxrPPPouTJ0/ihRdewAMPPACJRAKdToeZM2fikUcegcPhwKWXXgq9Xo/09HSEhIRgwoQJ6Ny5Mz799FP8/PPPSElJwbJly7B9+3akpKTUuldsbCx+++03jBgxArfffjtWrFgBmYzpDzmp5FLsm3UFiiucqxeJVftdw/Uc1cP5HLWG7dlqDuurem0XndvV7WwO92F/dbWb82PtHlVf3DcIgztFNeOnQUTUOjB/amH5U70zTrURwTJR5zu/H3NNcPl3ZnFAYxErK50Tzw0b5twmImqh6p3oPMj9/vvvIpx/J7s9ak6G6XA4xBdeeEGMj48XlUqlOHToUHHv3r21rpWbmysmJyfXmtRz9uzZYmRkpNitWzdx27Zt9cbzzjvviKmpqaJcLhfT0tLETz/91O24txN1Xn/99eLzzz8vRkVFiSEhIeK9994rmkwmt/f0+uuvi127dhXlcrkYExMjXnHFFeLGjRtFURRFk8kkTpw4UQwLCxPDw8PFf//73+KTTz4p9u3bt9Z9qmVnZ4tpaWniuHHjRJvNViuutjrR+fng51KHJuRQd3+0rc5Jz/84UuDXcImI6tJScyjmTy0rfxJEURQ9FavaEr1ej7CwMJSVldU5DrS5DF3wO04VV+Kbfw/GgOTIwAVSUQGEhDi3DYZm60pJRORrJpMJGRkZSElJgarmEsUUEBMnTkRpaSlWr14d6FDc1PdzEkx5QjDh51KHJuRQn2zJwOzvD3g8plVI8eNDlyEyRIFQFYefElHzYQ4VPFpz/sT+60GmomqiTaVM2kBLIiIiImoN9mfr6zxWYbFj+H83AACu6ZOAgalRCFPLcWXP+OBYHIeIiOg8sCgVZGRS5zxS//fZDnw2eSA6RrOHEhEREVFr9u/hnbA9sxgniyrrbffDPzn44Z8c1+uJQzrWanNDv3a4ICncxxESERH5B4tSQeadO/rj5sV/4nSJEWv35+L/hnUKdEhEREQ+s2TJkkCHQBR0OsWEYONjIwAAHZ/80evzlqRnetz3x+MjkBSp8VV4REQUYK05f2Kf3yAzIDkSt12YBAD47WA+OOUXERERUdsx6ZKO53V+t3gdYnRK3wRDRETkZ+wpFYSmjeiM1bvP4K/MYqzdl4uxvRMCHRIRERERNYPnru4BpUyKdzcer7fdt1OHoH+HiGaKioiIyD/YUyoIJUWqkVI1l9SxfEPgAtFonA8iolbA4XAEOgQKYvz5IJ86jxxqy/HCBgtSAPDa+iNNuj4RUWPxdyTVxRc/G+wpFYRW7z6DQ7nlAIBLukQHJgit1rmkMRFRC6dQKCCRSJCdnY2YmBgoFAoIghDosChIiKIIi8WCgoICSCQSKBSKQIdELd155lCRWu9+BkURsNgcXIGPiPyGORTVxZf5E4tSQShEKXdt/5VRzK7ZRETnQSKRICUlBTk5OcjOzg50OBSkNBoNOnToAImEf+BTYPVMDMPxuVfhx705+O/Ph1FmtKLMaK3VbvOxQrz121E8OqZrAKIkoraAORQ1xBf5E4tSQWh0jzjX9umS+pcGJiKihikUCnTo0AE2mw12uz3Q4VCQkUqlkMlk/PaXgoZUIuC6vono2z4MEz/Z7rEoBQBv/HYMSrkUQzpFQSWXQiWXwu4QkRylgVzKAisRnT/mUFQXX+VPLEoFqSt7xmPt/lycLjEGJgCTCbj5Zuf2N98AKlVg4iAi8hFBECCXyyGXyxtuTETUVD7Mod7deBwZhfUPBXzl58O19iVFqvHro8M5tI+IfII5FPkTi1JBasKQjli7Pxd/ZRQjX29CbGgzF4XsdmDNmrPbRERERNQwH+ZQ9w/thK0nihssTJ0rRCmHVMKef0REFPxYlApSF3aMQHSIEoUGM5b/dQrTR6UFOiQiIiIiakYp0Vr8PnO4275HvtyNVbvO1Nl+zUOXQSWXcDgqERG1COzTG6TkUgkuSAoHAHz650mYrOytRERERNTWvXbbBTj44pW4ZUD7Wscu7xYLtULKghQREbUYLEoFsfsuSwEAFFdY8OfxogBHQ0RERESB9vuhfHR/fi2+3nG61rGPNmdAFMUAREVERNQ0LEoFsXYRatf2b4fyAxgJEREREQUDRwNFp5Sn1iCnLEAL5RARETUSi1JBrH2EBpMvdfaWWrb1JL/5IiIiImrjhneNxeNXdkVqjLbONoPn/YaOT/6Ijk/+iF2nSlBkMENvssJoscNmdzCnJCKioMGJzoPctBGd8dHmDADAd3uycf0F7QIcEREREREFyv92n8GCtYe9bn/jO+let/1owoUY2T2uKWERERE1CXtKBblIrQIPXt4ZAPDUt3txLN/QPDfWagFRdD60dX8TR0REREQ1+DmHuqhjJKQS/0xkvu+M3i/XJSIiqgt7SrUA00elYXtmMbaeKMYDy3dizUOXQeKnZISIiIiIgldSpAbH515Va39ppQV3fLgN+7PrLyz1TQqHTCLg8m6xCFHKIBEAQRDQLlyN4V1j/BU2ERGRRyxKtQBSiYA3/tUPI/67AYdyy7HhSD4u78au1URERETkFK5R4MeHLnPbpzdZ0WfWOrd9e7JKAQCFBjM2zBwOQeAXnUREFDgsSrUQsaEqDO4UjV8O5uGZVfuw+YlYv3XdBgCYTMBddzm3ly0DVCr/3YuIiIiotQiiHGrfmbI6j50sqsSzq/dBo5DCIQIlFRYUV1owomssxg/sALmUs3wQEZH/sSjVghSUmwAAOWUm+P07Lbsd+Ppr5/aSJf6+GxEREVHrEEQ5VOfYEMSHqpCrN3k8/vm2U7X2bThcAJtDdK0ATURE5E8sSrUgnWJDsOd0GRQyCeeUIiIiIqJ6xepU2PzECOw5XYoyoxVGiwOVFhtMVjs++CMDp4orPZ73nx8OYOORArx5ez+EqeXNHDUREbUlLEq1II+OTsO3O8/AYnNgx8kSDEiOCHRIRERERBTEZFIJBiRHuu0TRRHP/W9/vedtOlKAvrPXeTz2wIjOmHlFV5/FSEREbRcHi7cg7SM0GJTqTCpmfVd/IkFERERE5IkgCLi6d0KTz3/r92MwWuw+jIiIiNoqFqVamEmXOMf37z1ThjV7cwIcDRERERG1RG/f0R8rpwxu1DkquQQdozT48v5BUCukfoqMiIjaEhalWphhaTG4tHM0AGDa8p3Ir2PiSiIiIiKi+lycEonMl69G5stXI2PeVbj94g71tjdZHcgsqsRt72/Fn8eLcDi3HCeLKmCystcUERE1jSCKohjoIAJNr9cjLCwMZWVlCA0NDXQ4DbI7RAya9ysKys0IU8vxyi19MKZnvG9vUlEBhIQ4tw0GQKv17fWJiIhaiJaWJzQXfi51aME5lMMh4q/MYhQZLMgvN2H29we8Ok8iAH89MwrRIUo/R0hERC2Ft3kCe0q1QFKJgA/uvhByqYAyoxWPfLkbDoePa4sajTORMhic20RERETUsBacQ0kkAgalRuHqPgmYdEkKlky6yKvzHCLwzu/HYTDb/BwhERG1NuwphZb7Td/vh/Mx6ZPtAIAhnaLw8cSLoJJzfD8REZEvtdQ8wd/4ubQd7208jnk/HfKq7SWdoyCKgEMUIYqACAAiIOLs67sHJ+O6vokQBMGfYRMRUQCxp1QbMDwtBi9c2wNSiYD040X478+HYfd1jykiIiIKOps2bcK1116LxETnH/arV692Oy6KImbNmoXExESo1WoMHz4c+/e7r9xrNpvx4IMPIjo6GlqtFtdddx1Onz7djO+CWop1B/K8brvlWBHSjxdh64libMsoxl8ZxfgrsxjbM0vw98kS7DhZgodX7EbKU2vQ4/m16P7cWnR77id0ffYnpD3zE77cfsqP74SIiIJNUBelZs2aBUEQ3B7x8WfnTvIm4WrNBEHApEtS8MSVXQEAH27OwD1Ltvvm4mYzMHGi82E2++aaRERE5BMVFRXo27cv3nrrLY/HFyxYgIULF+Ktt97C9u3bER8fj9GjR6O8vNzVZvr06Vi1ahVWrFiBzZs3w2Aw4JprroHdzkmrz0srzKGW3nMxnr26Ox67oqtPr1tpscNotcNkdcBsc8Bid+CJb/aioLx1fG5ERNSwoB6+N2vWLHz99df45ZdfXPukUiliYmIAAPPnz8dLL72EJUuWIC0tDXPmzMGmTZtw+PBh6HQ6r+/T0rufOxwiFv1yBG/8dgwAsO3pkYgLVZ3fRVvwJJ1ERES+FOx5giAIWLVqFW644QYAzi/tEhMTMX36dDzxxBMAnL2i4uLiMH/+fEyZMgVlZWWIiYnBsmXLcNtttwEAsrOzkZSUhDVr1uCKK65o8L7B/rkETCvPoUxWO9KPF0IiCJAIAlb+nYUf/snx2fUfvLwzHh2dxqF9REQtnLd5gqwZY2oSmUzm1juqmiiKWLRoEZ555hncdNNNAIClS5ciLi4Oy5cvx5QpU5o71ICRSATcP6wTPt92CkUVFlz31ma8f9eF6JsUHujQiIiIqJllZGQgNzcXY8aMce1TKpUYNmwY0tPTMWXKFOzYsQNWq9WtTWJiInr16oX09HSPRSmz2QxzjZ4/er3ev2+EgpJKLsXl3eJcr4emxeA/11tQXGlBhdmGMqMVpZVW/OeHA8ivo8fTs1d3x+gecVDJpVDKJFDJpVBIJZBIWIgiImprgr4odfToUSQmJkKpVGLgwIGYO3cuUlNTvUq42pIQpQzfTh2CyUv/xrF8A8a99yeW3zcQA5IjAx0aERERNaPc3FwAQFxcnNv+uLg4nDx50tVGoVAgIiKiVpvq8881b948zJ492w8RU0sXoVUgQqtw23d17wSM/3Artp4ortV+zo8HMefHg/Ve86re8fjvrX2hkklZrCIiasWCek6pgQMH4tNPP8XPP/+MDz74ALm5uRgyZAiKiorqTbjqSqaqmc1m6PV6t0drkBylxaqpQ9AlNgRmmwMPLt+FIB6dSURERH507vAnURQbHBJVX5unnnoKZWVlrkdWVpbPYqXWRyIR8J/rezX5/DV7c9Hj+Z+R+vQaTPt8pw8jIyKiYBLUPaXGjh3r2u7duzcGDx6MTp06YenSpRg0aBCApiVcrfmbPp1KjotTInE034DsMhO2Z5bg4hT2liIiImorqqc9yM3NRUJCgmt/fn6+68u8+Ph4WCwWlJSUuPWWys/Px5AhQzxeV6lUQqlU+jFyam26xOmQ+fLVrtdFBjPu+HAbDuWW13NWbT/uzcHgrSehU8kgk0hgtTvQJS4EPRPDfB0yERE1s6AuSp1Lq9Wid+/eOHr0qGsyz/oSrro89dRTePTRR12v9Xo9kpKS/BJzIIzpGY8vt2fB5hAx7r0/ceDFK6BRtKj/1ERERNREKSkpiI+Px/r169GvXz8AgMViwcaNGzF//nwAwIABAyCXy7F+/XqMGzcOAJCTk4N9+/ZhwYIFAYudAksURYgiIFZvA3BU7XMeB0Q4XzuqjosigDr2i84Dbtf5aOJFZ+8jAv+cKcUDy3c1GNuzq/d53N8jIRRSiQCpRIBMIkAiESAVhFr76jumkUsxdURnRJ4zBJGIiPyvRVUqzGYzDh48iMsuu8yrhKsurf2bvmFpMXh1XF88vGI3AODJb/biibHd0C5cHdjAiIiIyCcMBgOOHTvmep2RkYHdu3cjMjISHTp0wPTp0zF37lx06dIFXbp0wdy5c6HRaDB+/HgAQFhYGCZPnowZM2YgKioKkZGRmDlzJnr37o1Ro0YF6m21OU99uxdf/HUq0GG0aAdyfDMNx6ajBVj3yDCfXIuIiLwX1EWpmTNn4tprr0WHDh2Qn5+POXPmQK/XY8KECRAEocGEqy0b1T0Oo3vEYf2BPHy3JxsbjxTghWt74Jo+iVDIvJhKTKMB8vPPbhMREVHQ+PvvvzFixAjX6+oe4BMmTMCSJUvw+OOPw2g0YurUqSgpKcHAgQOxbt066HQ61zmvvfYaZDIZxo0bB6PRiJEjR2LJkiWQSqXN/n5aFS9zKLtDxI//ZDdTUNSQG/u1D3QIRERtkiAG8UzY//rXv7Bp0yYUFhYiJiYGgwYNwn/+8x/06NEDgLNb8ezZs/Hee++5Eq63334bvXo1blJFvV6PsLAwlJWVITQ01B9vJWD2nSnDM6v2Ys/pMgBAdIgC/zesEyZfmtLg3FtERETUuvOE88HP5fwVlJvx+baTbvuqM/PqNO3cTF0Qau/zRs1TBA/7vL+QdwHWHMLnHNbnPpxPFEXnvhptxDrOA84O9/M0PNB9n/N19ZBCo8WO3w8XeHwrWoUUFRa7x2Nf3j8IA1OjmvIJERERvM8Tgroo1Vxae1Jlttnx/sYTWLb1JPLLzQCA/1zfE3cOSmZhioiIqAGtPU9oKn4u1FIs+zMT3/+Tg3y9CdmlJljsjiZdZ/W0S3BBUrhvgyMiaqVYlGqEtpJUWe0OvPzTIXy0OQMAMDg1Ch9OuBBapYdRnGYzUD0Z/MKFQCueg4uIiKg+bSVPaCx+LnVgDhXU7A4ReqMVBrMNt777J3L1pkadr5BJYLG5F7XG9IjD41d2g1ohhVrufChlEkgk/PKXiNouFqUaoS0lVTa7A4s3HMer648AAO4Y2AFPju0GnUru3rCiAggJcW4bDIBW28yREhERBYe2lCc0Bj+XOjCHanFsdgcqrXYYLXaUGa249s3NMNua1puqLj88eCl6tQvz6TWJiIKZt3lCUE90Tr4nk0rw4MguWLkjC1nFRny+7RS+3nEaD4/qgn8P68ThfERERETUpsikEoRKJQhVyREXqsLhOWMBOOe4em39Ebzx27EGrtCwt347husuSIREACSCAKlEgEQiQFq97XqGx/1SCSAIAgScnWfLUdW1oHNMCHtlEVGLxaJUG/XN/w3Bl9uzsGr3GZwoqMCCtYex61Qp/m9YKgYkRwY6PCIiIiKigMosqvRJQQoA1u7Pxdr9uT651rku7hiJlf832C/XJiLyN0mgA6DAiA1V4cGRXfDro8Pw3DU9IAjA+gN5uHnxn7jjw604mlce6BCJiIiIiAKmY5QGD17e2eMxieCcX0qrkCJUJUOUVoG4UCXahauRHKVp1jgjtPKGGxERBSn2lGrjBEHA5EtTcFmXaHz0RwZW7TqDLceKcN2BMzhY1Wbz0QJc1EsFpUwa0FiJiIiIiJqLIAiYMaYrZozp2uhzjxcY8MDyXcjTm2CzO2B3iLA5RNezNyI0csikEkgEQCoIGN0jDlNHdIZaIYVMIkAmkUBWNQyQiKil4kTn4ESdNWUVV2LOjwewaddJHHztFgBA90e+hipch5v7t8e/Lu6AzrEhAY6SiIio+TBP8IyfSx040Tl56XiBAa+tPwK7Q4RUIkAmEWAw27DtRDHKzbY6z7uoYwRMVgcqLTZUWuyoMNswrGss/nN9T4RrFM34DoiI6sbV9xqBSVVthXnFiI6PAgAMff47nDKfHek5MCUSdwxKxrV9EjgxOhERtXrMEzzj51IHFqXoPOXrTbh47q9NOrd/h3Co5FKo5FKUVFqw61QpLu0cjfm39EG7cLWPIyUiqhuLUo3ApMoDhwM4dQoAYG+fhI3HCrF8WxZ+OZjnavLqrX1x84D2gYqQiIioWTBP8IyfSx1q5FDo0AGQcApXarzSSgv2Z+uhkkthsTlgstphtNrx+Nf/wFBPL6q6dI4Nwfyb+0AhlUAhk0AuFSCXSqCUSSCXSiCXSaCQOvfzS2ci8gUWpRqBSZX3Fq4/gjd+Pep6fVO/dhjTMx5X9IzjLzAiImqVmCd4xs+FKDDKKq0w2+0wWRww2ezOgpXFDlNV8cpkteNIXjne/v24X+7fPSEU797ZHxJBgFQiQCIIkAiApGpbKggQJDi7LcCtHf9mIGobvM0TONE5NcqtA9pj16kS/HG0EADw7a4z+HbXGVzRMw7TR6WhewKTUiIiIiIifwnTyAE0vOJelFaJF3844PP7H8zRY9grG3x+3bp8ePeFGNUjrtnuR0TNi/2JyTOLBXjsMefDYnHtTorUYNnkgTj0nyvx2eSBmHxpCuRSAT/vz8PY1//AlYs2YcmWDFhsjgAGT0RERBQgdeRQRM1tZPfYQIfgE/uyywIdAhH5EYfvgd3PPWrEJJ37s8vw1m/H8OvBfFjszmJUSrQWN1zQDr3ahaJ3uzDEhqqaI2oiIiKfY57gGT+XOnCic2oh1u7Lwf99ttNv17+sSzS0ChkUMgl6twuDUn62P4RrAJ8guLZrjuqr3psQpsLwrjEc8kfUAnFOqUZgUuVBExKqskor/rfnDN749RgKDWa3YzE6Jfq2D8e9l6VgUGqUPyImIiLyC+YJnvFzqQOLUtSCmW12lFRYYTDbnA+TDQazFeWmmq9t+OGfHJwpNTbq2s9e3R3xYSrE6lSIClEgWqtEqFrGghNRK8WiVCMwqfLgPBKqcpMV3+48gz1ZpdiXXYZj+QY4avyUDUqNxKjucbi0SzS6xun4i4iIiIIa8wTP+LnUgUUpagOsdgcWbziOL7dnQSlzruhX/ayQSWCzi9iWUdzgdeRSAZFaBcLVCqgUUqjlEqjkUqirHiqFFCqZFGqFBGq5FACQqzfhjoHJnMuWKMixKNUITKo88GFCVWmx4WBOOVbtOo0Vf2XBVqNCFaNT4tLO0c5Hl2jEcZgfEREFGeYJnvFzqQOLUkQu6ccL8cuBfEgEZzEpT29CocGCQoMZ5Sab3+8vCHCt+vfhhIswLC3G7/ckIicWpRqBSZUHfkqosoorsXZfLv44Voi/MopgsrpPiJ4ao8UFSeG4ICkcfduHo1uCDkqZ1Cf3JiIiagrmCZ7xc6kDi1JEXjHb7CiusKDIYEGZ0QqT1Q6j1Q6jxQ6T1Y5Kix3zfjrk9zg6Rmmw/L5BSAxX+/1eRG0Ji1KNwKTKg2ZIqExWO3aeLMEfxwqx+Wgh9mWX4dyfRqVMgqv7JGDikI7o0z7c5zEQERE1hHmCZ/xc6sCiFJFPvPzTIby78Xigw2h2n00eiEu7RAc6DKLz5m2eIGvGmIjcqORSDOkcjSGdo/HElUBJhQW7s0qxO6sUe06XYk9WKUoqnfNTfbvzDGJ0SvRKDEWvdmHomRiGXu1C0S5czTmpiIiIiIhameQoTaBDCIhP/8xkUYraFPaUAr/p88jhAA4edG537w5IJPW39wNRFLErqxSfpmfix705sNpr/6hGaORuRaqLUyIRq+O8VERE5DvMEzzj51KHIMihiFqz3w/lY9KS7YEOo0GCAMglEsikAmQSAXJp9bYEcqnztVwqgVQioPo79vhQFebc0AuxnGeXWgEO32sEJlXeqTDbsOVYIWRSARabCKvd4XpY7CKsNue2zSHCYnPUOC7CYne4jrteVz9s57y2i+7bNgeMVrvbBOl1UculSH/yckRoFc3wiRARUVvAPMEzfi5E1BI4HCJsDhEO0flst4uwiyJsDgfsDhE2e41jNR7Vr0+XVOLhFbv9GmOnGC3euL2fs3AlESBWxR2qlnMhKGqxOHyPfO6uj7Zh56nSQIfhpua3DHKpgC6xOmiUnBidiIiIiIgAiUSAQtL06T76dwjHrlOlWJKe6bugznG8oAJXv7HZ47ERXWNw/QXt4BBFOERgZLdYfgFPrQp7SoHf9HlksQBz5zq3n34aUCjw5q9H8er6I80ahkougUYhg1ouhVYphVohg0YuhUYhhUohhbK6G6xUArmrW6yzQCWr6i6rqNEmRClFnE6F2FAlYkNV0CllnJOKiIjqxTzBM34udfCQQxFR61RaacGDX+zCH0cLm/W+T1/VDVa7CIPZhn5J4RjdI45/01DQ4fC9RmBS5UEdK8fk60344q8sbDleCIvNAZvDAVvVcDybXYTN7oDVUfVcNQyvuutrMFLJJYgLVSFOp0JMqBJxOhXiw5ToHBuCtDgdJ1InIiLmCXXg51IHrr5HRDWYrHb89+fD+HFvDgQA2WUmv9ynW7zO7bUgCBDcXrtv1zzqfF27cfW+WJ0SL17fC/FhHEpI3mNRqhGYVHng44TK4RBhdVQXrs5uV88dZXNUFbBc+8TaBS9H1f4a802d3Vd1nuNsccxS9Vx9bavdgXKTDfnlZuTpTSg32RqMW6uQokucDmlxIejdPhyDU6PQKUbLQhURURvCPMEzfi51YFGKiOphsTnw4eYT2HWqFBIBkAgCJIJzsvPq531nynC8oCLQodailteeJkVEw+UEUUT9rWocnHtTb9wyoH3jg6OgwzmlKKhIJAKUEimUQfQTZ7TYkV9uQp7e7PZ8psSIY/kGHC8woMJix+6sUuzOKsXKv08DAKJDlBiYGomOURrEhaoQq1MiRlf9rITKwz/WRERERERECpkEU4d3rrfNrwfzMHnp380UkfeMVrvf7zHzqz0Y1T0W4RoOfW4rgqhEQNS81AopkqO0SI7y/A2m1e5AZmEFjuQZcDhXj79PlmDHyRIUGsz48Z+cOq8bppYjVqdEbKgSHaO0GJgahcGpUYjRKf31VoiIiIiIqJUY2T0Ovzw6DFnFlUB1DyoAu7NKsbCZ5/htbo+MSmNBqo3h8D2w+7lH7Hrukclqx56sUuw4VYLcMhPy9Cbkl5uRrzejoNwMi91R57mdY0PQPSEUSRFqJEVqkBShQVKkGglhaihkkmZ8F0RE1BjMEzzj51IH5lBE5EeVFhv0RhvsoghH1dy9NkftqU+sNac8sTtQVGHBs6v3eX0fiQDIpRKYbbX/vonUKvDFfYMQopJBKZNAJZdCKZNAJhE4zQm5cPgekR+o5FIMTI3CwNSoWsdEUUSZ0eoqUuXpTdifrcefJ4pwMEePY/kGHMs31DpPIgDxoSokR2nRKVaLzjEh6ByrQ+fYEMSFKvkPOxERERERAQA0Chk0iqb9Gd85NgQPr9iFPL0ZgHOOKKVcAovNUbWI1dn+Kg4RHgtSAFBcYcEVizY1eL/xAzvg4o6RkEgEyCTOubNkEgHSuh7C2e062wnOVdYlErg/C+DfTS0Ue0qB3/R5xG/5fKqkwoLtmcXILKpAVrERWSWVOF1ixOmSSpisdfeu0ill6BClQWK4Gu2qHxHO58RwNaJDFPzHl4jIz5gneMbPpQ7MoYiohbI7RFhsDphtdlhsDmSVVOLmxX96bKtTyWCuKmYFkz8eH4GkSE2gwyCwpxSdL5UK+Ouvs9t0XiK0CozpGV9rvyiKKDCYkVVsRGZhBY4VOHtTHc834GRxJcrNNuzP1mN/tt7jdZUyCbrEhaBHQqjzkRiG7gk66FRyf78lIiIi8oQ5FBG1UFKJALVCCrXCuXBTbKgKmS9fXe85DoeIo/kGr3pONYcP/ziBtHgdAECAczVD53bVs+DcDwAXp0SiYzS/OAg09pQCv+mj4GS22XGyqBKnSypxpsSIM6UmnCk1IrvUiDMlRuSVm1DX/706pQyRIQpEahWI0ioRpVUgMkThfNYqEBWidG3H6pSQSTmnFRFRXZgneMbPhYio7RFFEU9+sxdf/p0V6FB8YnSPOKRWFaZEON8fANffWWKNbedrsdbfYKIoYlBqFK7sFc9RLDWwpxRRC6eUSZEWp0NanM7jcavdgTMlRhzKLceBHD0OZOtxMEePM6VGlJttKDfbcLKossH7qOQSdI2v7mkVip6JoUiJ0iJcI+c/qkRERERE5FJhsbeaghQArD+Q55PrLP3zJN6/a4DH0TFUPxalyDOLBXj9def2ww8DCi7LGWzkUgk6RmvRMVqLK3ud/cdPb7KioNyM4goLigwWFFdYUFxhRqFr24Kiqn3FFRaYrA7sySrFnqxSt+ur5BIkhKmREKZCQpgaieEqxIepkBimRkK4c1+oSsbCFRFRM5s3bx6+/fZbHDp0CGq1GkOGDMH8+fPRtWtXVxtRFDF79my8//77KCkpwcCBA/H222+jZ8+erjZmsxkzZ87EF198AaPRiJEjR+Kdd95B+/btA/G2Wg/mUETUioUoZVg97RK89dsxt6FxZ7drDJmrMVSu5tOavTlwtMLxWj0S2Wu4KTh8D+x+7hEn6WwTHA4RJ4srsT+7DAeq5q46mKNHfrnZq/O1CqmzUBV+tniVEKZCQrgaiWHOIhbntyKili7Y8oQrr7wS//rXv3DRRRfBZrPhmWeewd69e3HgwAFoq35fz58/Hy+99BKWLFmCtLQ0zJkzB5s2bcLhw4eh0zl74P773//G999/jyVLliAqKgozZsxAcXExduzYAalU2mAcwfa5BA3mUERE9RJFESlPrQl0GLW8cksf3HphUqDDaDW8zRNYlAKTKo+YULVpJqsdeXoTsktNyCkzIqes6rnUhOwyE3LLjCiptHp1rRClDAlVBaqahauUaC26xusQruE3yEQU3II9TygoKEBsbCw2btyIoUOHQhRFJCYmYvr06XjiiScAOHtFxcXFYf78+ZgyZQrKysoQExODZcuW4bbbbgMAZGdnIykpCWvWrMEVV1zR4H2D/XMJGOZQREQNWn8gD/d9+negw3Ajkwg49J8rOd+uj7SIOaU2bdqEV155BTt27EBOTg5WrVqFG264wXWcXc+JAkMllyI5SovkqLoTaaPFXqNgZUJOqRHZNYpXOWVG6E02GMw2HM034Gi+weN1YnVKdI3XoUusDp1itYjTqRAbqkSMTonoECXk/KVARFSvsrIyAEBkZCQAICMjA7m5uRgzZoyrjVKpxLBhw5Ceno4pU6Zgx44dsFqtbm0SExPRq1cvpKeneyxKmc1mmM1ne9Lq9Z5XhiUiIqqPwyHi2dV7Ax2Gi1QiQBRFvH/3ABakAiCgRamKigr07dsXkyZNws0331zr+IIFC7Bw4UK3ruejR49263o+ffp0fP/991ixYoWr6/k111zjdddzImoatUKK1JgQpMaE1NmmwmxDTpkJuWUmtwJWdqkRx/INOFNqRH65GfnlZvxxtLDW+YIARGoUiNEpERuqQrTWuX1T//boGu95AngiorZEFEU8+uijuPTSS9GrVy8AQG5uLgAgLi7OrW1cXBxOnjzpaqNQKBAREVGrTfX555o3bx5mz57t67dARERtQEZhBaav2IWCqmlC8vTeTRfibxtmDkfHaPZoDaSAFqXGjh2LsWPHejwmiiIWLVqEZ555BjfddBMAYOnSpYiLi8Py5ctdXc8/+ugjLFu2DKNGjQIAfPbZZ0hKSsIvv/ziVddzIvIfrVKGzrEh6BzruXBlMNtwNK8cR/MMOJxXjpNFFc4ild6MQoMZNoeIoqqJ2Q/llrvOe2/TCaycMhjtI9SIC1VBKuFk60TUNj3wwAP4559/sHnz5lrHzl2IQhTFBhenqK/NU089hUcffdT1Wq/XIymJc28QEZG7mjMEWe0i/vPDASzbejKAEbmL0iogl0pwy4D2yCqpxOkSIySC8/emRAAkEqFq8vaq14IAieCcwF0QAJlEgrS4EC745CNBu/qev7qeA+x+ThQsQpQy9OsQgX4dImodczhElFRaXD2pjuaVY86PB13Hx733JwBALhWQGK5G+wg1usTqcM8lKegQpWm290BEFCgPPvggvvvuO2zatMlt2oL4eOeKrLm5uUhISHDtz8/Pd/Weio+Ph8ViQUlJiVtvqfz8fAwZMsTj/ZRKJZRKpT/eClEtZpsdUz/biV8P5Qc6FCJqZYoqLACAt34/hrd+b9o1LusSjWWTB/owqrYraAdM1tf1vPpYU7qeA87u52FhYa4Hv+UjCj4SiYCoECW6J4RiWFoM7r0sFa/e2hfX9U3EkE5R6BCpgUwiwGoXcbKoEluOFWFJeiZGLdyIR7/cjaXpmfg7sxgGsy3Qb4WIyKdEUcQDDzyAb7/9Fr/99htSUlLcjqekpCA+Ph7r16937bNYLNi4caOr4DRgwADI5XK3Njk5Odi3b1+dRSmi5nQop5wFKSIKWpFaLtbkK0HbU6qar7ueA+x+7hWVCvj997PbREHg5gHtcfOAs70B7A4RuXoTThdXIqvEiNW7zmDzsUJ8u+sMvt11BoCzi23HKC3uH5qK2y/uEKjQiYh8Ztq0aVi+fDn+97//QafTub6ICwsLg1qthiAImD59OubOnYsuXbqgS5cumDt3LjQaDcaPH+9qO3nyZMyYMQNRUVGIjIzEzJkz0bt3b9eUCNREzKF8one7MDw1thuWpGd6PF49Oqhmyu+PNcVFOC/qHMzT8L5qAoRa+3wSzzmXFAT/vG/X/arv4+U+n97bi//G/n7/7u/23Bt52ufDOwfw/XvzTqv3iaIIu0OEQ3Tm5s5tETaHX//DNNrTV3XDxCEpbp9nzZ/h6vqB+z73Y+QfQVuU8lfXc4Ddz70ilQLDhwc6CqJ6SSUC2oWr0S5cjYEAbu7fDltPFCP9eCH2Z+uxP7sMeXozMgor8NS3e/HboXxcmByBnolh6JEYym84iKhFWrx4MQBg+Dm/pz/55BNMnDgRAPD444/DaDRi6tSprhWM161b51ooBgBee+01yGQyjBs3zrWC8ZIlS7hQzPliDuUTEomAKcM6YcqwToEOhYgAzFtzEO9tOhHoMDza+tRIyKUCFDIJ5FIJFFIJJJxztsUI2qJUza7n/fr1A3C26/n8+fMBuHc9HzduHICzXc8XLFgQsNiJKDAEQcDgTlEY3CnKta/QYMbMr/Zgw+ECrD+Qh/UH8lzHusSGYMk9F6NduDoQ4RIRNYnoxdfigiBg1qxZmDVrVp1tVCoV3nzzTbz55ps+jI6IiFqjw3nlDTcKgDk39EJ8GHultmQBLUoZDAYcO3bM9TojIwO7d+9GZGQkOnTowK7ngWS1Au+/79y+/35ALg9sPERNFB2ixMcTLsKmowXYn63HgWw99mWX4WRRJY7mG7Anq5RFKSIi8h3mUETUCn004SJsOVYIq93hNmTQIYr4bk82ThVXAnAOJ9x7psxvcbxwbQ9MuiSl4YbUYgiiN1+3+cmGDRswYsSIWvsnTJiAJUuWQBRFzJ49G++9956r6/nbb7+NXr16udqaTCY89thjWL58uavr+TvvvNOoOaL0ej3CwsJQVlaG0NBQn7y3Fq+iAggJcW4bDIBWG9h4iHzoSF45xry2CQBwccdIrPy/wQGOiIiCGfMEz/i51IE5FBG1Ula7A0u2ZOKvzGLXXFK/Hy5olntPGJyM6aPSIJUKkAgCJAKqnmtsc8heUPE2TwhoUSpYMKnygAkVtVJr9+Xg/z7b6Xo9vGsMlky6OIAREVGwY57gGT+XOjCHIqJW5HiBATNW7oHeZMWJgopAh+NzEwYnY/b1vRpuSI3mbZ4QtHNKERGdrwqzDTtPleBAth4HcvQ4mKPHkTwDAECjkOLt8f0xNC0mwFESEREREQWnGSv3YHdWaaDD8Jv040WBDqHNY1GKiFoFu0NETpkRp4oqsfNUCf44Woidp0pgtdfuDBqrU+Lduwagf4cID1ciIiIiImo9RFGExe6A2eaA2eqA2WaHyeqAyWpHpcWOCrMN5WYbKqoe5aaqbYsNR89jgvOpwzu5htcJNYfaSQQIruF35wzDkwhVbeF27rkD82pl+F6M/xLPaSQIAq7tk9jk90e+waIUEbUoJRUW7M4qxdH8cpwqrsSpYiOyiitxuqTSYwGqfYQafduHo0diKHokhKJHYihidUoIAsecExEREVHL4XCIsFfN5WR3iLA5RJRVWnH925tRUmkNWFxahRQf3H0hlHIJpBIJlDIJusXrmG+TV1iUIqKg5HCIyNWbkFFYgRMFBuw5XYadJ0tworDusexyqYD2ERqkxYXg0i4xGNolGslRnMuDiIiIiIKLwyFi4pLt2HSkeSYKb0iERo4ByRHQKmUIqXrU2lbJEKKUQquUQauQQady7pdLJYEOn1owFqWIKGBsdgdyykzIKq5EVkklThVXIrOwEicKK5BZWAGj1e7xvNQYLXolhiE5SoOkCA2SIjXoEKVBfKgKUq66QURERERBxGC2wWpzQARcvZz0JmvQFKQAwCEC7991IVewo2bX6KLURx99hMmTJ9fab7PZ8Nxzz2HevHk+CYwCTKkEfvjh7DaRF0xWO/QmK/RGW9WzFXqTDWXG6m0rig0WnC4xIqukEjllJtgddQ8Al0kEdIjUICVai24JOgxIjkC/pAhEaBXN+K6IiHyDOVQbwRyKqE1wOET8lVns/BJVdM5X5HA4pzYSRbHqGfh4Swb+yigOdLgNemhkFxakKCAEURS9mBLsrPDwcIwcORIffPABIiMjAQCHDh3C+PHjUVZWhuPHj/slUH/iksZEdTOYbThTYsTpkkqcKTXiTIkR2WUmt0JTdRHKYnM0+voKqQTtI9RoH6lBUoQaKdFa1yMpUsPuwEQUcL7KE1pbDsX8iYjasmnLd+LHf3ICHYbfjeoeh3fv7A8Zc3JqJG/zhEb3lNq1axfuuusu9O7dG0uWLMGRI0fw2GOP4ZZbbsHbb799XkETUfMx2+woNFiQrzehoNyM/HIzCsrNKDCYka83I6fMiNMlRpQZGzdpokQAdCo5QtUyhKrkzkf1tlqOcLUc7SPVrmF3MSFKfitDRG0CcygiopZPFEUUV1hgrmOaidbml4N5OF1iRMdoztNK/tHoolRKSgo2bdqERx55BFdeeSWkUik+/fRT/Otf//JHfBQoVivw+efO7TvuAOTywMZDjSKKIsqMVmQVG3Gqar4m57xNRuSUGpFfbm5UsSlcI0e7cDXahavRPkKDxHAVIjQKhKrlCFXJnM9V21qFjEUmIiIPmEO1EcyhiILa4dxyPLpyN8pNNsgkAmRSARLB+SyVSCCTCJAKAqQSAXaHCLPNDrPNAbPNAZPVjqIKS5NGB3SODXFt18yUay5QJ0CAc+Df2dee2tVUc4W7c5u4Xfuc+9R1XbeXgoB7L01hQYr8qtHD9wDgu+++w7333ouuXbvi8OHD6N27N5YtW4bExER/xOh37H7uQUUFEFL1D6fBAGj5D1GgORwiSo1WFFeYUWSwoKjC+Sg2WFBUYXbbzik1odxsa/CaCqkEMTolonVKxOqUiNEpEROiRGyoEvGhKrSP0KBdhBohSq6JQERtly/zhNaUQzF/qgNzKKKg9f2ebDz4xS6fXCs6RIH4MBUitUroVDKEKKpXp3OuSqdWSJGvN2NoWgwGJEf45J5ELYnfhu9NmTIFS5cuxZw5czBjxgzk5eXhnnvuQe/evbF48WKMGzfuvAInautsdgcyCitwIEePgznlOJijx+HcchQYzPVOCu5JjE6JpAg1OkQ6h8olRWiQGK5GbKizCBWmlrt9u0JERP7DHIqIyPfsDhE2hwNGix0PfrELfxwt9On1P7z7QqjkUijlEiikEkRqFYgNVUIpk/r0PkRtVaOLUlu2bMG2bdvQt29fAEB8fDzWrFmDt99+G/fccw8TKqJ6GMw25JYZkac3I09vQq7ehPxztvPLTbDa6y4+hapkiA5RIlKrQKRWgagQJaJc2wpEaZWIC1UiKVIDlZy/LImIggVzKCIidztPleCmd9IDHQYevLwzLuwYCbVcCrVcCmnVVBRpcSGc4JvIzxpdlNqxYweUHpa3nTZtGkaNGuWToIhaModDRIHBjBMFFTiWX45j+QYcKzDgWL4BeXqzV9fQKKToFq9D94TQqocOSREaRGgVXI2OiKiFYg5FRG2Z3SHCanfA5hBhstpx3ZubkV1mavY4Vk4ZjI5RGijlUqiqej9x5ABR4DS6KKVUKnH8+HF88sknOH78OF5//XXExsZi7dq1SEpK8keMREHF7hCRVVyJU8WVyC41IrvUiDOlJpwprUR2qQk5ZcZ6ezrpVDLEhaoQH6pyzd0UF6pCXKiy6tl5jJOFExG1LsyhiKglMlrssNgcECTOL18dojMfFsWqbVGs2u987RBFFBksGPfenwGNWxCck3b3aR+Od+7oj8RwdUDjISLPGl2U2rhxI8aOHYtLLrkEmzZtwksvvYTY2Fj8888/+PDDD/H111/7I06iZiWKIooqLMguNSKzqBLH8g04nu/s7ZRRWAGLvf4VNyQCkBSpQeeYEHSODUGn2KrnmBCEqbkKDxFRW8Qciohamk1HCnD3x38FOowmEUVABLA7qxRv/34ML93YO9AhEZEHjS5KPfnkk5gzZw4effRR6HQ61/4RI0bg9ddf92lwRP5UabHhSJ6z2HTG1ePJ6No2WesuPCllEnSIdK5M1y5cjcRw53O7COd2nE7J8edEROSGORQRUfPTKqSYOKRjoMMgojo0uii1d+9eLF++vNb+mJgYFBUV+SQoCgJKJbBy5dntFqzMaMXJogpnj6e8chzKLcfhvHKcKq6EWM9idoIAxOqUaB9xtsdT9SMxXO2aAJGIiMgbzKHaiFaUQ1HLZbLa8e7G4ziaZ4BEIkAqAFKJBFIJIJUIkAiC61kURVjszvmeqh8W29nX3RNCkVtmREmltUmxjB/YAc9f04ML8BCRR40uSoWHhyMnJwcpKSlu+3ft2oV27dr5LDAKMJkMuPXWQEfRKMUVFuw6VYK9Z8qQWegsQp0sqqj3F2h0iAJdYnVIinTv7dQuXI34MBWXeiUiIp9hDtVGtMAcilqfN387ird/P+7TawoC0DVOh+gQJSK0CkRq5IioWgl6TI84xIWqfHo/ImobGl2UGj9+PJ544gl89dVXEAQBDocDW7ZswcyZM3H33Xf7I0YiN6IoIr/cjCN55TiaZ8C+7DLsOlWKjMKKOs+J0SnRMUqDlGgtusaHolu8Dl3jnb9UiYiImgNzKCJqqh0nizHruwOQSwV0jdfBbHPAYqvu1eSAxe6A1SbCbHfAanPgQI6+yfd68fqekEslVQ8BiqrtHomhnCyciHxOEMX6BjDVZrVaMXHiRKxYsQKiKEImk8Fut2P8+PFYsmQJpNKW17NEr9cjLCwMZWVlCA0NDXQ4wcFmA1atcm7feKPzW78AyS414q+MYmzPLMbh3HIcySuH3mTz2LZTjBYXJEWgc2wIOkZpkBylRXKUBlpl4OInIqKWzVd5QmvLoZg/1SGIcihqmQxmG+7/9G+kH/fPsN4hnaLQLT4UKrkESpkUCpkESpkEoWo5rumTwGF2ROQT3uYJjS5KVTt+/Dh27doFh8OBfv36oUuXLk0ONtCYVHlQUQGEhDi3DQZAq/Xr7cw2O7JLTThdUonTJUacLqlEVrERu7JKkFVsrNVeIgAdo7ToHBuCbvE69EuOQL+kcIRrFH6Nk4iI2h5f5wmtJYdi/lSHZs6hKPgZLXbc+l469p1peu8lb31w94VQyCRQSCVQyAQopM6ik1wqQCGTIEQpY75MRM3C2zyhyV/ddOrUCZ06dWrq6dSGlVZasC2jGNtOFGPP6VKcLqlEnt5cZ3uJAPRqF4aLO0aid/swdInVITVGy29xiIioRWIORdQy2R2ic6iczQGz3e7atlQPobM58NAXu5BdZgpIfHcNSsboHnEBuTcRUVN5VZR69NFHvb7gwoULmxwMtU7VRaitJ4qw9UQxDuXqPa56p1FI0T5CjfYRGrSvmmy8a7wOF3aMRAiH3xERUQvEHIqoZaieszS71IicMhOyS43Yd6YMO0+VoqDcDIvdAbujSQNM/Grq8E54/MpugQ6DiKjJvPpLf9euXW6vd+zYAbvdjq5duwIAjhw5AqlUigEDBvg+QmqRThZV4Me9Ofhpby72ZZfVKkJ1jg3BoNRIXNQxEinRWrSP0CBCI4cgCIEJmIiIyA+YQxEFv6ziSox5bROMVrvX5wgCqobIOedjqt4urrB4nPt0xf2DkBCmglQiQC6VQCoRIJMIbq+lggCJhLkwEbUtXhWlfv/9d9f2woULodPpsHTpUkRERAAASkpKMGnSJFx22WX+iZKCmslqx/5sPf45XYp/Tpdhz+lSnChwXwmvS2wIBqZGYlBqFAamRCFGx1XviIio9WMORdT8MgsrsONkCXQqGYxWO8xWB4xWu/NhscNks8Nkcb5e+ffpOq8jEYCl91yMjlHaGvM0OR8yicAvU4mIfKDRE523a9cO69atQ8+ePd3279u3D2PGjEF2drZPA2wOnKjTAy8n6dx2ogj3fvo3ys/5RkgiAEM6RePqPgkY2T0WsTqVvyMmIiLyC1/lCa0th2L+VAdOdO5Xx/INeO2XI5AKzh5GcqnzWSIAlRbnF6UHcpo2oXhimApmmwOVFjuGd43BnBt6ISqEX6QSETWF3yY61+v1yMvLq5VQ5efno7y8vPGRUotkszvw5d9ZeOXnwyg32RClVaBvUjj6tA9D36RwXNA+HBFaruxBRERUjTkUUeP9fjgfz67aB2nVsLZTxZWNvsbl3WKhlkuhkkuhVkigkkmhVlS9lksRoZVjbK8ELqJDRBQAjS5K3XjjjZg0aRJeffVVDBo0CACwdetWPPbYY7jpppt8HiAFiEIBfPLJ2e0qp4oq8dWOLKz8O8u1Yl7PxFB89X+DoVFwMnIiIqK6MIdqI+rIochpe2Yxbn33T7/eY9IlHWGzi5BKBMy8oisXzCEiCmKNHr5XWVmJmTNn4uOPP4bVagUAyGQyTJ48Ga+88gq0LbCLMruf1y+nzIhvdpzGT/tysT/7bHfoKK0CD17eGXcMSoZcKglghERERP7jqzyhteVQzJ+oKca+/gcONnF4XVP0TQrH6qlDOP8TEVEz8zZPaHRRqlpFRQWOHz8OURTRuXPnFpdI1cSkqm5H88px63t/orTSmTxXzxX1r4uTMLpHHJQydnMmIqLWzdd5QmvJoZg/UWMczNHjx39ycLqkEqt3N9/8aSO7xeKjiRc12/2IiMjJb3NKVdNqtejTp09TT6cgZzKa8cMrn2Dd/jyUJ/dD14RwTLqkI0b3iOOEj0REROeBOVQrZ7MBP//s3L7iCkDW9oaOiaIIo9WOcpMN5SYrDucaMG35ziZd6+OJF0ImkUBWNaG5TFL1LBUgkzgnOpdKzh6TVU1+LpM4X0sk7CFFRBTMGv1bsqKiAi+//DJ+/fVX5Ofnw+FwuB0/ceKEz4KjwMgqrsRDH27Gqhf+jVsATHrzN/x34kAWo4iIiM6Dr3KoxYsXY/HixcjMzAQA9OzZE88//zzGjh0LwFkQmD17Nt5//32UlJRg4MCBePvtt90mWDebzZg5cya++OILGI1GjBw5Eu+88w7at2/vmzfblpnNwDXXOLcNhjZVlDJZ7bj8vxuQXWbyqv2tA9q7JhxXyaWQSwQYzDaUGa3QKGSYNqIT808iolau0b8l7733XmzcuBF33XUXEhISOD67ldlyrBDTlu+EufTsKkAfT7wIAhMCIiKi8+KrHKp9+/Z4+eWX0blzZwDA0qVLcf3112PXrl3o2bMnFixYgIULF2LJkiVIS0vDnDlzMHr0aBw+fBg6nQ4AMH36dHz//fdYsWIFoqKiMGPGDFxzzTXYsWMHpFIOzafGEUURe8+U4URBhVcFqSlDU/HI6DSudkdERI2fUyo8PBw//vgjLrnkEn/F1Ow4J4LTpiMFuPfTv2GxOXBxrBIrZ4x2HjAYgBY63wUREdH58lWe4M8cKjIyEq+88gruueceJCYmYvr06XjiiScAOHtFxcXFYf78+ZgyZQrKysoQExODZcuW4bbbbgMAZGdnIykpCWvWrMEVV1zh1T2ZP9WhogIICXFut7AcqtJiw8GcchgtdljtDljsDlirHzbR/bVdhMXmbLN4w3Gv7zH3xt4YP7CDH98FEREFA7/NKRUREYHIyMjzCo6Cz65TJbivqiA1pkcc3rw+DZgR6KiIiIhaD3/kUHa7HV999RUqKiowePBgZGRkIDc3F2PGjHG1USqVGDZsGNLT0zFlyhTs2LEDVqvVrU1iYiJ69eqF9PT0OotSZrMZZrPZ9Vqvb74V1KhpHA4RX+3Iwo97c2G02FBpscNosaPSYkelxQaj1Q6rvUlrHnmtb/swPDqmKwCgum/gH0cLql4LqO4w6Oo36Hrt3Dj3eHUPw9r73S9Q53nntD/3PmjgeJ37mxCH1zF4GXujP8M6roda77VxcdSKv8bxBq/FUThEbU6ji1L/+c9/8Pzzz2Pp0qXQaDTndfNNmzbhlVdewY4dO5CTk4NVq1bhhhtucB2fOHEili5d6nbOwIEDsXXrVtdrzonQdKIo4mRRJXacLMGMr/YAcCYOb43vD4XZGODoiIiIWhdf5lB79+7F4MGDYTKZEBISglWrVqFHjx5IT08HAMTFxbm1j4uLw8mTJwEAubm5UCgUiIiIqNUmNze3znvOmzcPs2fPPq+4qXn9fjgfT3yzN6Ax7Dldhgkf/xXQGIio7apZ56yrKFq73TkF2nraebp+zXucux9CPe3OuVZd13Durvu8mvuFetoJgoA7ByVjytDUgC4K0eii1Kuvvorjx48jLi4OHTt2hFwudzu+c6f3K2tUVFSgb9++mDRpEm6++WaPba688kp88sknrtcKhcLtOOdEaJqf9ubg4S93w2Jzn2T17sEdoZBJAHMdJxIREVGT+DKH6tq1K3bv3o3S0lJ88803mDBhAjZu3Og6fm5vA1EUG+yB0FCbp556Co8++qjrtV6vR1JSktcx0/mz2R04UVgBuVQCURRhtYuuYXa2GtunS4x4bvW+QIdLRBRwNScrEj3t9HyWn6IJPvPXHsLFKREYkBy40XCNLkrV7Ml0vsaOHetaKaYuSqUS8fHxHo+VlZXho48+wrJlyzBq1CgAwGeffYakpCT88ssvXs+J0BZtyyh2K0jdPzQVg1IjMaJrbACjIiIiar18mUMpFArXROcXXnghtm/fjtdff901j1Rubi4SEhJc7fPz8129p+Lj42GxWFBSUuLWWyo/Px9Dhgyp855KpRJKJRc+CRS7Q8TY1//A0XxDoENp8+rqleA8VkfviFrnnTvWzfM1aw2Jq6PXQ+3zGi5Cu72us905r89pWdff9rV2uxUGmnaNpsZMRHW7rEs0eiaGBTSGRhelXnjhBX/EUacNGzYgNjYW4eHhGDZsGF566SXExjoLJ02dE4GAQalRWJKeCQB45ZY+uPXCc77pVCiAt946u01ERETnxZ85lCiKMJvNSElJQXx8PNavX49+/foBACwWCzZu3Ij58+cDAAYMGAC5XI7169dj3LhxAICcnBzs27cPCxYs8FuMbYYfcqgyoxUfbDrhl4LU4jv64+KUyAaGidR4XVf1BE0r1jSm6FLXveo7r8lFI85tRETULBpdlGpOY8eOxa233ork5GRkZGTgueeew+WXX44dO3ZAqVQ2eU6Etj5Rp8Mh4p0NxwAA7cLVuLm/h/m35HJg2rRmjoyIiIga8vTTT2Ps2LFISkpCeXk5VqxYgQ0bNmDt2rUQBAHTp0/H3Llz0aVLF3Tp0gVz586FRqPB+PHjAQBhYWGYPHkyZsyYgaioKERGRmLmzJno3bu3q+c5nQcf5lCniirx3P/2YeORAp9cb+tTIxEfpvLJtYiIiHzBq6JUZGQkjhw5gujoaERERNT7zUFxcbHPgqtephgAevXqhQsvvBDJycn48ccfcdNNN9V5XkNzIrT1iTpfXX8Y/5wuAwDcemH7gE5qRkRE1Jr5I4fKy8vDXXfdhZycHISFhaFPnz5Yu3YtRo8eDQB4/PHHYTQaMXXqVJSUlGDgwIFYt24ddDqd6xqvvfYaZDIZxo0b51ooZsmSJZyPM4jszy7D1W9sPu/rjO0VD4coYsKQjixIERFR0PGqKPXaa6+5EplFixb5M556JSQkIDk5GUePHgXQ9DkR2vJEnQ6HiC/+ygIAzByThmkjOntuaLcDf/zh3L7sMoBJKhERUaP5I4f66KOP6j0uCAJmzZqFWbNm1dlGpVLhzTffxJtvvumTmKiG88ihtmcW49Z3//RZKBOHdMSs63r67HpERES+5lVRasKECR63m1tRURGysrJcE3c2dU6EtjxRZ3aZEcUVFsgkAqYM61T3N7YmEzBihHPbYAC02uYLkoiIqJUIlhyKmtF55FCvrjt83refOSYNPduFQaeUYUByRMMnEBERBVBA55QyGAw4duyY63VGRgZ2796NyMhIREZGYtasWbj55puRkJCAzMxMPP3004iOjsaNN94IgHMiNMWOkyUAgJRoLeRSSYCjISIiIiIAsNkdeOyKbrh5cXqTzo8OUWDzE5dDJWfvdiIiajkCWpT6+++/MaL6myTANaRuwoQJWLx4Mfbu3YtPP/0UpaWlSEhIwIgRI/Dll19yToTz8L/d2QCA4V1jAhwJERERUdtUZrTiopd+gcXm8Nk1x12YxIIUERG1OAEtSg0fPhyiKNZ5/Oeff27wGpwToXFMVjsAoEOkJsCREBEREbU9fx4vwu0fbPXZ9Z64shv+PbyTz65HRETUnAJalKLmd6KgAgAQF8rVV4iIiIiaS3GFBT/uzcFzq/f57JrhGjmu6ZPgs+sRERE1t0YXpdavX49LLrkEGg172rRE7SLUyNWbcDTfgDFcjIWIiKjZMIdqm3LLTHht/RF8+XfWeV0nNVqLJZMuRoco/vwQEVHr0eii1M033wyz2YwBAwZg2LBhGD58OC655BKEhIT4Iz7yseq19l75+TCGdIpCvw5clYWIiKg5MIdqe0RRxIj/boCxavqEpvhk0kUY0TXWh1EREREFj0Yvv1ZSUoINGzbguuuuw65du3DrrbciMjISgwYNwpNPPumPGMmH5t7UG11incnvjJV7kK83eW4olwMLFjgfcnkzRkhERNQ6MYdqI2rkUIJCcV4FqdQYLYZ14eI0RETUeglifTONe2Hfvn3473//i88//xwOhwN2e9N/8QaKXq9HWFgYysrKEBoaGuhw/K6g3IzL/7sB5WYbdCoZVk29BJ1j+S0tERGRJ/7KE1p6DtXW8qemeGfDMSxYe7jJ59/Uvx0WjrvAdwERERE1E2/zhEYP3zt48CA2btyIDRs2YOPGjbDb7bj00kvx6quvYtiwYecVNDWPGJ0SdwxKxrsbj6PcZMOxfAOLUkRERH7GHKrteG/jccz76VCjz3v8yq7QKWUIUckQE6LCkE5RfoiOiIgoeDS6KNWzZ0/ExMRg+vTpeO6559CzJ2fLbok0Cqlre0Q3D93C7XZg507ndv/+gFRauw0RERF5jTlU65d+rBB3vp+OXnnH0QfAvrhOcEi8y6HS4kIwdXhn/wZIREQUZBo9p9RDDz2Edu3aYdasWbjnnnvwxBNP4KeffoLBYPBHfOQnyTVWbvE4gNNkAi6+2Pkw1THvFBEREXmNOVTrJYoi7vpoG8Z/uA1KmxXfffoovvv0UShtVq+vcSTPgCHzfsXXO077MVIiIqLg0uii1KJFi7Bz507k5eXh2Wefhd1ux/PPP4/o6GgMGjTIHzGSH8TolK7tH//JCWAkREREbQNzqNbLbHPgj6OF532d7DITZn61B1nFlT6IioiIKPg1uihVzeFwwGazwWKxwGw2w2q1IjMz04ehkT8N6RQNnco5evPVdYdhtrWsyVWJiIhaKuZQrc/qXWd8dq3bLkxCu3C1z65HREQUzBo9p9TDDz+MDRs2YP/+/YiMjMTQoUNx//33Y/jw4ejVq5c/YiQ/uWOgc7Lz7DIT7v7oLyz61wVICGMSRERE5A/MoVoni82BJ7/d26hzbuzXDq/ddoF/AiIiImpBGl2UOnPmDO677z4mUK3Ak2O74YKkMMz86h9syyjG4Hm/oV+HcFzVKwHje0VBG+gAiYiIWhHmUK3TsXzv5wRTyCQY2S0Wz17d3Y8RERERtRyNLkp9/fXX/oiDAuTKXglIitRg9ncHsP1kMXadKsWuU6X43xYpfgh0cERERK0Ic6jWRxRF3P7BVq/aJkWq8cMDlyFMI/dzVERERC1Ho4tSAHD8+HEsWrQIBw8ehCAI6N69Ox5++GF06tTJ1/FRM+iZGIaV/zcY+XoT1u7PxVu/HcPxgrJAh0VERNTqMIdqHf63+wweXrG7UedkFRvR98V1+PL+QRiYGuWfwIiIiFqYRk90/vPPP6NHjx7466+/0KdPH/Tq1Qvbtm1Dz549sX79en/ESM0kNlSFuwd3xI8PXYaEaB0WXXI7Nv5rKiDnN3pERETnizlUy2e02PGv9/+styBlk0qx6JLbseiS22GTSmsdF/0YHxERUUsjiKLYqN+N/fr1wxVXXIGXX37Zbf+TTz6JdevWYefOnT4NsDno9XqEhYWhrKwMoaGhgQ4nKCzfdgpPr3JO2jllaCoeuLwzdCoWp4iIqO3xVZ7Q2nKotpg/7ckqxfVvb2n0eRd3jMS7dw2AWi6FWlG7UEVERNTaeJsnNLoopVKpsHfvXnTp0sVt/5EjR9CnTx+YTKamRRxAbSmpstodqDDbYKh+mM5uV5htKDfZUGG2o6TSgiXpmW7nrp52CS5ICg9I3ERERIHiqzyhteVQbSl/AgCb3YHr396C/dn6Rp+75cnL0S6cKxwTEVHb4W2e0Og5pWJiYrB79+5aCdXu3bsRGxvb+EjJr/7zwwH8cjDPVXAy2xxenSeIDnQpzAIAHItOgihI8NvBPBaliIiImog5VMtWabV7VZASRAc618ihhnaNQ5xO6e/wiIiIWqRGF6Xuu+8+3H///Thx4gSGDBkCQRCwefNmzJ8/HzNmzPBHjNREOWVGfLQ5o1HnKGUSxIWq0EHpwGcLpgEA3l+zBwmJ0biyV7w/wiQiImoTmEO1bKEqOf56ZiR+P5QPUQQ+2pyBo/mGWu1UVgvWf+zMobo/8jUW3NIHMmmjp3ElIiJqExpdlHruueeg0+nw6quv4qmnngIAJCYmYtasWXjooYd8HiA1nUwigVouhdFq9/ocs82BU8WVKLCcHULw2vqjMCqyoFVIcVFKJIalxWB411h0jNJAEAR/hE5ERNTqMIdq+WJ1KozoFouPNmdgWFoMwtRy/H2ypM72j1/RFbHsJUVERFSnRs8pVVN5eTkAQKfTAQDOnDmDdu3a+SayZtSa50QoMpiRWVSBCrPdNZdUhdmGCovztXNf1bal6pjZDlt5OX594RoAzm/5jApVrWv3bheG+4am4qpe8fwGkIiIWi1/5AmtIYdqzfnTuc6UGvHc6n3ILjXiUG55vW3VFhMOvnaL84XBAGi1zRAhERFRcPHbnFI1VSdSubm5eOmll/Dhhx/CaDSezyXJx6JClIgKacI3dBUVwAvOzT0vjEGFTImcMhM2HyvAxiMF+CujGHvPlOGhL3bh594JePuO/r4NnIiIqBVjDtWyTP1sB/acLmv0ed2fW4tHbrgA9w/t5IeoiIiIWj6vu7eUlpbijjvuQExMDBITE/HGG2/A4XDg+eefR2pqKrZu3YqPP/7Yn7FSgChkEkRoFeiRGIr7h3bC5/cOwranR2HaCGeC9ePeHNyyOB3Lt52CwWwLcLRERETBhTlUy3emtOkrIx7Pr/BhJERERK2L1z2lnn76aWzatAkTJkzA2rVr8cgjj2Dt2rUwmUz46aefMGzYMH/GSUEmUqvAY1d0g80u4r1NJ/D3yRL8fbIEH/xxAu/dNQBpcbpAh0hERBQUmEO1fFFaBQoN5kaf99m9F6N/9/Z+iIiIiKh18Loo9eOPP+KTTz7BqFGjMHXqVHTu3BlpaWlYtGiRH8OjYPfUVd0xYUhHfLcnG0u2ZCKjsAJjXtuE1GgthneNxTV9E9C/Q0SgwyQiIgoY5lAtj8Mh4oEvdmLN3tzzus6A5EiAi8IQERHVyeuiVHZ2Nnr06AEASE1NhUqlwr333uu3wCjA5HJg5syz2/VIDFfj/4Z1wg0XtMNT3/6DP44W4kRhBU4UZuDjLc7Vae69LAWDUqMg54ToRETUxjCHankMFluTC1I3D+zodQ5FRETU1nldlHI4HJDX+MUqlUqh5WoirZdCAbzySqNOiQ9T4ZNJF6PcZMWWY4VYtz8P3+3JxsYjzsnRQ1UyjOweh+svSMRlXWIglfCbQyIiav2YQ7U8oSo51j0yFEvTMyECWL7tlNfnfrYrF1f/35MY3CnKfwESERG1EoIoiqI3DSUSCcaOHQul0rmS2/fff4/LL7+8VlL17bff+j5KP2tLSxo3t5NFFXh/0wms3ZeLogqLa3+7cDVu6JeICztGon9SBMI0/CaRiIiC0/nmCa01h2rt+ZPF5sDP+3Nhstrx2Nf/NOrczrEh+OVRzhVGRERtl7d5gtdFqUmTJnl1408++cS7CINIa0+qmsThAE5VfSvYoQMgOb9hd3aHiB0nS/DjP9lYtesM9Cb3Vfo6xWgxuFMU7rssFclR/PaYiIiCx/nmCa01h2rt+dPET/7ChsMFjT5PEB345qr26J8c4ZMcioiIqCXyeVGqNWvtSVWTVFQAISHObYMB8OEwA5PVjp/25eCPo4XYdaoUGYVnl0qWSQRc3ScBl3eLxSWdoxEdovTZfYmIiJqCeYJnrfVz+TuzGP/58SD2ZJU2+tzUaC0WXdsFfbpVrbjn4xyKiIiopfA2T+BXN9TsVHIpbuzXHgvHXYDfZw7HjmdH4YO7L8SwtBjYHCL+tzsbD6/YjQvn/IKr3/gDn2zJgN5kDXTYREREQWnevHkQBAHTp0937RNFEbNmzUJiYiLUajWGDx+O/fv3u51nNpvx4IMPIjo6GlqtFtdddx1Onz7dzNEHF6PFjlve/bNJBalQlQzrHhmKPu3DfR4XERFRa8WiFAVcVIgSo3vEYek9F+PbqUMwZVgqeiQ4K6n7s/WY/f0BDJr7K/5v2Q58siUDB3P0cDjafAc/IiIibN++He+//z769Onjtn/BggVYuHAh3nrrLWzfvh3x8fEYPXo0ysvLXW2mT5+OVatWYcWKFdi8eTMMBgOuueYa2O325n4bQUOtkGLaiE5NOven6UMh4yrDREREjcLhe2i93c/Pix+H73mr0GDGT3tz8OmfJ3E03+B2LEIjx7C0GIzqEYehaTEIVXGidCIi8o9gzRMMBgP69++Pd955B3PmzMEFF1yARYsWQRRFJCYmYvr06XjiiScAOHtFxcXFYf78+ZgyZQrKysoQExODZcuW4bbbbgMAZGdnIykpCWvWrMEVV1zR4P2D9XPxpQ//OIE5Px70qu2YHnEQBEBhNuLN+4YCAB764A9YVWpXG6Fq4WEBNVYgFtyeIAjCuYcg1G7usR08XF845/p1xeHad+7FvLxGQzGee56ncz1ev5736fU1Gngv1Ts9f94tZ7VoQQDO/cvO0z5fXKO+657PNWp+9tXHPO1rbPuG9tXHF9doSI+EUIzsHuvx/xmilsrbPEHWjDERNUp0iBJ3De6IOwclY3dWKdKPF2HriSLsOFmCkkorVu/Oxurd2ZBKBKRGa9E1Xodu8Tp0jQ9Ft3gd2keo+Q87ERG1WtOmTcPVV1+NUaNGYc6cOa79GRkZyM3NxZgxY1z7lEolhg0bhvT0dEyZMgU7duyA1Wp1a5OYmIhevXohPT3dY1HKbDbDbDa7Xuv1ej+9s+BxUcdIr9uuO5AHAFBbTK596w/kwahQ+TwuImp9/ntrX9wyoH2gwyBqdixKUdATBAH9OkSgX4cITBvRGVa7AztPluDXQ/n45WAeThRU4Gi+AUfzDfjhnxzXeXcO6oA5N/QOYORERET+sWLFCuzcuRPbt2+vdSw3NxcAEBcX57Y/Li4OJ0+edLVRKBSIiIio1ab6/HPNmzcPs2fP9kX4LYLN7sDa/Z4/CyIiX6uevoSorWFRilocuVSCgalRGJgahaev6o6cMiMO5ZTjUG45DufqsXp3NgDgs62nIJdKMDQtBoNTo6CSSwMcORER0fnLysrCww8/jHXr1kGlqrsXzrm9hUVRbLAHcX1tnnrqKTz66KOu13q9HklJSY2IvOV4/Os9WPn3+U/6/uGEARA1zukQPA1v8364XX1D5GreseGhdN4Ob4OX7Ro7HK/hYYENx1lfjN5eo677n/vfxNuhkx6H/LnFVPte58ZZ32fpFmID7byJk6MJiChYBLQoNW/ePHz77bc4dOgQ1Go1hgwZgvnz56Nr166uNqIoYvbs2Xj//fdRUlKCgQMH4u2330bPnj1dbcxmM2bOnIkvvvgCRqMRI0eOxDvvvIP27dn9sclkMmDq1LPbQSwhTI2EMDVGdIsFAFzYMRLP/28fHCLwyZZMfLIlEyFKGUb3iMNVvRPQq10o4kNV/GVMREQt0o4dO5Cfn48BAwa49tntdmzatAlvvfUWDh8+DMDZGyohIcHVJj8/39V7Kj4+HhaLBSUlJW69pfLz8zFkyBCP91UqlVAqlf54S0HFanc0qSD1y6PD0Dk2BDCbAbMzh7qkWwLQBj4zIiKipgpotWHjxo2YNm0aLrroIthsNjzzzDMYM2YMDhw4AG3VxNrVq8csWbIEaWlpmDNnDkaPHo3Dhw9Dp9MBcK4e8/3332PFihWIiorCjBkzcM0112DHjh2QStk7pkmUSuDttwMdRZPcOSgZ1/ZJRPrxQmw6WoANhwuQU2bCql1nsGrXGQCAViFFakwIOseGoFOMFmlxOgxNi2FvKiIiCnojR47E3r173fZNmjQJ3bp1wxNPPIHU1FTEx8dj/fr16NevHwDAYrFg48aNmD9/PgBgwIABkMvlWL9+PcaNGwcAyMnJwb59+7BgwYLmfUNBJE9vwsC5vzbp3J2nSpxFqRacQxERETW3oFp9r6CgALGxsdi4cSOGDh3K1WPIJxwOEbuySvD9nhxsOlqAk0WVsDtq/9iHa+S4qV97DEqNRFKkBkmRGoQog7uXGBER+V9LyBOGDx/uWn0PAObPn4958+bhk08+QZcuXTB37lxs2LDB7Uu9f//73/jhhx+wZMkSREZGYubMmSgqKvL6S72W8Lk0hiiKGDj3V+SXmxtuXI/PJg/EpV2ifRQVERFRy9QiV98rKysDAERGOlc68dfqMeQFUQQKC53b0dG+W+80ACQSAQOSIzEg2flzZbE5cKq4EscLDM5HfgW2nijCmVIjPt6SgY+3ZLjOjdDInQWqCA3aR6qRFqtD36RwpEZrIZG03M+EiIhat8cffxxGoxFTp051TX+wbt06V0EKAF577TXIZDKMGzfONf3BkiVL2mwvc0EQMO7CJLz1+7Hzus72jCJcGl715VcLz6GIiIj8LWh6SomiiOuvvx4lJSX4448/AADp6em45JJLcObMGSQmJrra3n///Th58iR+/vlnLF++HJMmTXJbohgAxowZg5SUFLz33nu17uVpSeOkpKRW802fT1RUACHOiTlhMABVwylbK7tDxKajBfjfrjM4UViBrOJKlFRa62yvU8rQJykMfdqHo3tCKHok6NAxSguZVNKMURMRUXNobT2CfKW1fy4Oh4iLXvoFRRWWetv1SAjFJZ2joFXK0DFKi+s6h0ESWlX8awM5FBERkSctrqfUAw88gH/++QebN2+udczXq8e0tSWNqWFSiYARXWMxomusa1+5yYqsYiOySiqRVex8HMjRY++ZMpSbbdhyrAhbjhW52itlEqTF6ZzJaZdoDO0SjXCNIhBvh4iIiM7TQyt2NViQAoADOXrkl5uw5cnLoZRJnV/sERERkVeCoij14IMP4rvvvsOmTZvcVsyLj48H4PvVY9rSksbUdDqVHD0S5eiR6F7VtdkdOJJnwJ7Tpdh7pgyHcvQ4lFuOSosde8+UYe+ZMnz5dxYkAtCvQwR6twtDcpQGHaO06BitRfsINeTsUUVERBS0/sooxg//5HjdvtBggVzC3+1ERESNFdCilCiKePDBB7Fq1Sps2LABKSkpbsdTUlL8snpMW1nSmPxDJpWgR2IoeiSG4vaqfQ6HiFPFlTiUq8euU6XYcLgAh/PKseNkCXacLHE7XyoR0C5cjdQYLS5ICkf/DhHomxSOMLW8+d8MERERuTgcIoorLRj33p+NOu+7By7hXJNERERNENCi1LRp07B8+XL873//g06nQ25uLgAgLCwMarUagiBg+vTpmDt3Lrp06eJaPUaj0WD8+PGutpMnT8aMGTMQFRXlWj2md+/eGDVqVCDfHrUhEomAjtHOnlBX9krAU1d1x5lSI7YcLcTxQgNOFlYis6gCmUUVMFmdE62fKq7EhsMFAJxzoKZGa5ESHYKkSDWSIjToULUCYFKkGhpFUHRqJCIiarWWbMnArO8PNOqcoWkx+PSei/0UERERUesX0L90Fy9eDMC5jHFNn3zyCSZOnAiAq8dQy9UuXI1xF7kPCxVFEfnlZmQWVuBQbjl2nSrBrqxSnCyqxPGCChwv8DwPRZRWgU6xIegWr0PXeB26xeuQFqeDTsXeVURERL5Qaqx7gZO6/N/QVD9EQkRE1HYEzep7gdTaV49pkja2+l6gFRrM2HemzDmheomx6rkSp4oqoTfZ6jwvPlSF9hHqqoezV1X7CA3aR6iREKaGQsb5LYiIzhfzBM9a4+dysqgCw17Z4FXbP5+6HAlh6toHmEMRERG1vNX3KMjIZMCECWe3ya+iQ5QYXmPlv5rKjFacKqrEkbxyHM4rx6HcchzO1SNPb0au3oRcvQl/nzNvFQBIBCApUoOUaC1SorWu4YEpMVrEh6og5dwXREREbpKjtLhjYAd8vu1Ug21PFFR4LkoxhyIiIvIae0qhdX7TR61faaUFJ4sqcbrEiKySSpwuqdoudj6bbY46z5UIQKxOhfgwFRLCzj7HhaqQEKZGSrQWMTouBkBEBDBPqEtr/lw2Hy3EnR9tq7dNUqQafzx+eTNFRERE1LKwpxRRKxeuUSBco0DfpPBax6rnrsoorHA9ThRUIKPQgFPFlbDaRVcvq91Zta8tCMDIbnG4Y2AHpMXrEBOi5FBAIiJq9fZkleKGd7bAm69sr+/bzv8BERERtXIsSpFnoghUVjq3NRpnlYJaDEEQEBfq7Pk0KDXK7ZjdIaLIYEZOmQk5ZSbklhmRqzcjt8zo2nequBK/HMzDLwfzXOdFhyhcvaviQpWu6yeEqdApJgTtwtVcDpuIiFosu0PE9W9v8artZV2i0SMxFKIoQjg3R2IORURE5DUWpcizykpO0tlKSSUCYkNViA1VoW+S5zbH8svx6Z8n8evBfOSXm2C1iyg0WFBosOBAjt7jORqFFF1iQ9A5Voe0uBAkR2kQqVUiKkSBaK0SoWpZ7cSdiIgoCCxcfwRv/HrU6/Z/HC3EH0cL8dw1PTD50hT3g8yhiIiIvMaiFBHV0jlWhxev74UXrwccDhEllRbk6k3I15uRVzXsL09vRr7ehNMlRmQUVqDSYsee02XYc7rM4zVlEgGRWgUitQpEhziLVdXbsTolkiI1SIrUcBJ2IiJqVqIo4uu/PYxl98IFHobQExERkfdYlCKiekkkAqJClIgKUaJnouc2NrsDmUWVOJpXjqP5BhzJK0dOmQlFBjOKKiwoN9lgczjnucovNwMor/N+cqmAduFqV5GqXbgaMTolYkKUzmedElFaBWRSznFFRETnTxAErJ52CS6e+6vX50SHKLDhsREIUTKVJiIiOh/8TUpE500mlaBzbAg6x4ZgrIfjZpsdJRVWFFYVqYorzCgyWFBUYUFhuRm5epNr1UCrXURmUSUyiyrrvJ8gAJEaZy+r6kJVjE6J6BBFVQFL5doXrpZzrisiIqpXmEaOheP64rs92dhwuKDB9oUGCzYczsc1fer4toaIiIi8wqIUEfmdUiZFfJgU8WGqetvZHc5VAU8VVSKrpBJZxZXILjWh0GBGQbkZBQYzigxmOESgqMJZ1DqcV3evK8A5bDDKVaxSIrJqfqtQlRyhajlCVTLoVHLXvjC1HLqqfRxGSETU+omiiK7Prm3UOdf0ScCIrrF+ioiIiKjtYFGKiIKGVOIcutcuXI3BiPLYxl41x1VBudn1qFm0qvm6pNIKm0NEnt6MPL250fGEKGXQqaoLWDKEqeWI0akQq6tefdD5HBuqRJRWySIWEVEL9N2e7Ea1f2t8P/aQIiIi8hEWpYioRZFKBESHKBEdokT3hPrbWmwOFFWYUVhuQYHBhILys3Nc6Y1W6E02lJusrm290Ypykw1Gqx0AYDDbYDDbkFNm8jIuBeJCVQjXKBCqklX1xJLX6pl17n6VXOqLj4aIiJqgb/vwRrV/YPkuPLB8F9KfvByJ4Wr/BEVERNRGsChFnkmlwC23nN0maoEUMgkSwtRICFMDCPP6PIvN4SxWuYpWNuhNVpRWWpFf7lx5sKDqOU/vHF5oP48eWQqpxFWg0tVRuDq3oBVWY79SJoEgsJcWEVFTdIzW4vN7B+KOD7c16rwyo9VzUYo5FBERkddYlCLPVCrgq68CHQVRQChkEteKg96w2R0orrC4ilT6c3pf6WsUtty2jVY4RMBid6DQYEGhwdK0eFnUIiI6LwvWHvKq3c392+PqPvHoFh9ady8p5lBEREReY1GKiOg8yaQSxIaqEBuqQu9G9MhyOERUWGxni1d1FbLqKGyVmwJf1NKp5FDJWdQiopbtpRt7Y8qyHThTaqy33f7sMtgdDuyP0ePey1KhVrAnFBER0flgUYqIKEAkEgG6qsJOuybMSxIsRS2pRIBWIYVOJYdWKYVWKUNIjYe2asJ4bfV21bOrjUrmmlSe82sRUSD0aheGLU9ejvc3HcfcNXX3mjqUW45Duc5VXyutdjxxZbfmCpGIiKhVYlGKPKuoAEJCnNsGA6DVBjYeIqolWIpadofoPM9kO+/3VN1ry/m+qntjnX3WVfXeOvd4ddErRCnjcEQiajSD2YZTRZUQ4P2/HWN6xHk+wByKiIjIayxKERG1Ub4qalWY7TCYbaioWq3QYLbBYLKhwlJj22xDeVWbCrO9xrbzuMFig+iDXlsAIJMIbj2xzu29pa3RQ8u5LUWI0lncig9VISFcBaWMPbaI2oo8vQkD5/7aYLs9L4xBmFreDBERERG1HSxKERFRk9Qsap2vmr22ymv0xCo3OXtnVT973G+0OgtcFjsAwOYQUWa0osxobXI8MTol2oWrnY8INRLDVIgPU5+dY6tGDy2ZVHLe75+IAsfmEBts85/re7IgRURE5AcsShERUcC5F7ga32sLqN1zy633VlXPrXLT2R5a5/bc0hutyCkzwmR1oKDcjIJyM3ZnlTZ4X41C6j7UUC33MPxQhjCNApEaBcI1ckRqFYjQKDhJMlEQmP9TwyvvfbvrDO4clMyhwURERD7GohQREbUKvui5JYoiiissyC414UxpJc6UmnCmxIgzpZXI05tdvbTKTTYYrc6eWZUWOyotduTpzY2+n0ouQYTGWaCK0MprbCsQppYjpGroYfWQQ63CfUgi588iahqLzYFXfj6Ej7dkwu5FT6ldp0qR8tQaAMDO50YjUqvwd4hERERtAotSREREVQRBQFSIElEhSvRuH1ZvW6vdUVWgOjusUF9jWKH7fudwwpIKK0oqLSiptMBqF2GyOpBTZkJOmalJ8dacP0ujODt31rnzaIVr5AhXO3tphWuqn+UIU8s5fxa1SX+eKMIHf2Q06dz8chOLUkRERD7CohQREVETyKUSRGoVTfrjVBRFVFjsKKlwFqiKKyworbSiuMZrvens8EPXpPBmOyrMZ3tp+WL+LI1CinD1ucUqBUKr5syqHooYonRf9TCk6ricc2pRC3RRxwhc0TMOP+/Pa/S5t723FdueHgmVnAVdIiKi88WiFHkmlQJXXXV2m4iIfEYQBFcvpqRITaPPt7vmz3IvVnkqYBnMNmcvrUpn4avMaEVppQVlRisc4tnhh9lN7K2lkkucxSqlexErVqdEfJgaieEq56qGYWrEhSnZM4uCgkYhw3t3XYhj+eUYtXBTo85NjdHWX4xlDkVEROQ1FqXIM5UK+PHHQEdBREQeSCWCaxXApnI4RJSbbCg1OotVJVWFqtJK56N6/iyD2X1IosHsnFOrsmq1Q5PVAZPVOTG8N6JDFIgPcxaqokOUiA5RIkanrNpWOLd1SuiUMs6XRX53oqDC67Z/PTMSMSHKhn8umUMRERF5jUUpIiKiNkgiERCmkSNMI0dyVOPPt9kdrgJVdcGquohVZrQiv9yEnFLnfFm5ehOyS40w2xwoNFhQaLBg3xl9vddXyiSIDlEiIUyFHomh6JUYhp7tQtElVgeFjEMGyTdGdY/zum24WsFCKRERkY+xKEVERESNJpNKquah8m5OLVEUUVpprZrY3Yj8cjMKy80oMJhR+P/t3XtcVGX+B/DPADMDDDACCgOK4A0UIUO8gaWWtzQt1y3bbL205Wql5qpraW1qW5pW2mVLyzU1S639oZWlpm6CtmApSoIiWuIdJJX7Za7P74+BIyMDDAgzXD7v12tec86Z7znzPA+PM4/fec45ReaZVteLdPi9UIsirQFagwlX8kpxJa8URy/kSsdRODshTOOJiPZqRLQ3J6vCNJ68vg/V2ZHzN/Ho2iSb40Nf3o03H7kLj/YJasRSERERtS5MSpF1xcWAn595OScHUKkcWx4iImrWZDIZvFUKeKsUCA/0qjG2VGc0J6qKtLh0swQnrxYg9XI+0q7mo7DMgNQr+Ui9km+xz4ujumPG4C6NWQVqQb48cgkL4k7Ueb83dp/GI9Edap4xxTEUERGRzZiUouqVlDi6BERE1Aq5KZwR5OOOIB93RAW1QUwXX/x07iYSf7uOL45cgklU3ef8dduvDUTUxc+jzvt0aqvC6sfutu0UPo6hiIiIbMKkFBERETlEmd6IG8U6XCsow7Xya09lF5QhO9/8uFa+XqY3WewnkwFd2nngrvZqRLRXo6ufBwZ2beugWtjfkiVLsHTpUott/v7+yM7OBmA+VXLp0qX4+OOPkZubi/79++ODDz5Az549pXitVov58+dj69atKC0txdChQ/Hhhx+iQ4cOdq2Lo0QHe+P8Gw/if79exxP//smmfUZHauChdMHVvFLInZ3gq1LAyYnXmCIiIroTTEoRERHRHRFCQGswSRc6LyzT42axTnpcL9LhZrEWN4p0uFGsw41iLW4W6VBcfgc/W3TXeCK2S1vEdvFFv84+d3TnwZagZ8+e2L9/v7Tu7HzrmlorV67EqlWrsHHjRoSGhuK1117D8OHDkZGRAU9PTwDAnDlzsHPnTmzbtg2+vr6YN28exowZg+TkZItjtXSRHdSIDvZGcqXrllXngwO/4YMDv0nrd3VQ46tnBzIxRUREdAeYlCIiImqljCaBYp0BReXJpCJtpeUyAwqldb10p73KMRXrxVoDDNbOqbOB3FmGdh5KaNSu0Khd4e/lCo2Xebni2d/LlRcyv42Liws0Gk2V7UIIvPPOO3jppZcwfvx4AMCmTZvg7++PLVu2YPr06cjPz8f69euxefNmDBs2DADw2WefISgoCPv378fIkSPtWhdH8nKVI+6ZWOgMJjy+7rBNyakKTEURERHdOSaliIiImji90QStwYQyvfHWs96EMoP5WWswoqz8ubDMnCSymkTSGlBUppe21WWmki1kMsBD4QKV0gXeKgV8VQr4eijgo1KgrYcSPqqKZQV8VEr4eijgqXSx7Ro9ZOHs2bMIDAyEUqlE//79sWzZMnTu3BmZmZnIzs7GiBEjpFilUonBgwcjMTER06dPR3JyMvR6vUVMYGAgIiIikJiYWG1SSqvVQqvVSusFBQWNV0E7OnYxF+M/TLQ5vpufB7b+dQB83Hn6HhER0Z1iUoqIiKgehBAo1RtRrDWiRGdO+pTojCjWGlCsNaJYZ0CJ1lCeRDInjKoklio9a29fr7RsrOcsJFvJnWXwULrAw9UFHko5PKVl87On0qXS6y7wLI9TKZ2lZQ9XF7jLnfmfdDvo378/Pv30U4SGhuLatWt47bXXEBsbi5MnT0rXlfL397fYx9/fHxcuXAAAZGdnQ6FQwNvbu0pMxf7WLF++vMq1rJo7g9FUp4TUsB7++HhSNPs5ERFRA2FSiqxzcgIGD761TETUDAkhoDOaUKYzoVRvTh6V6o0o0xtRWmmbed2IUr0JJTpDlUST+dmAEq3xVvJJZ4Bo3FyRVQoXJyhdnOAqd7b6bJFIqpQwsp5YMs9qUro4cbZSMzJq1ChpOTIyEjExMejSpQs2bdqEAQMGAECVv6cQota/cW0xCxcuxNy5c6X1goICBAUF1acKTcbxS3l1iv/XxKjaE1IcQxEREdmMSSmyzs0NiI93dCmIqBXQG00o0ZmTQCU6c3KoWGtAif7Wsjl5ZERJeUKoVG+UkksV+5Tpb20v1ZlQWp6AauRJRgAAlcIZ7uVJH3eFM1QKF6iUznBXuEApd4LSxRmutTxLiSW5E1xdrD8rnJ04Q4OqUKlUiIyMxNmzZzFu3DgA5tlQAQEBUkxOTo40e0qj0UCn0yE3N9ditlROTg5iY2OrfR+lUgmlUtk4lXAQpzomYz9NOo+/DupScxDHUERERDZjUoqIiGplMolbiaHy5JGUQNIZUKqr+ppFkum25crxeqN9phu5OMngpnCGm9xZenaVO8O9Yrn82V3hDJXSxZxoUpQnmpQViSZz0qnyNjeeskYOptVqkZ6ejnvvvRedOnWCRqPBvn37EBUVBQDQ6XRISEjAihUrAADR0dGQy+XYt28fJkyYAADIyspCWloaVq5c6bB6OEJ0sDeO/WM4Jq47jNPZhbXGf3wws/akFBEREdnMoUmp5cuXY/v27Th9+jTc3NwQGxuLFStWICwsTIqZOnUqNm3aZLFf//79cfjwYWldq9Vi/vz52Lp1K0pLSzF06FB8+OGH6NChg93qQkTkaBWnqpVojeWzjCpOQzOiVG9eLi1PBBXrjDYlkipiSvUNe0FsayqSRiqFOfFTseymMCeK3Mu3V7xWkVyqnFi6PblUeV3uzNNoqGWYP38+xo4di44dOyInJwevvfYaCgoKMGXKFMhkMsyZMwfLli1Dt27d0K1bNyxbtgzu7u6YOHEiAECtVuOpp57CvHnz4OvrCx8fH8yfPx+RkZHS3fhaEx+VAnvmDMLVvFLEvvFDjbHd/DzsVCoiIqLWwaFJqYSEBDz33HPo27cvDAYDXnrpJYwYMQKnTp2CSqWS4h544AFs2LBBWlcoFBbHmTNnDnbu3Ilt27bB19cX8+bNw5gxY5CcnAxnZ95Cul6Ki4GQEPPy+fNApb8HEd0ZncFUZfZQie7W6WrmbebEUcVySeUkUqWEU8U1kSoSUY19QWwAFomh6pJG7tUklmqKV7gwaURki8uXL+Pxxx/H9evX0a5dOwwYMACHDx9GcHAwAGDBggUoLS3Fs88+i9zcXPTv3x979+6Fp6endIzVq1fDxcUFEyZMkH7Q27hxY6sdN/107gYe+/hwjTGxXXzxzmN3134wjqGIiIhsJhPCEZdpte7333+Hn58fEhISMGjQIADmmVJ5eXn46quvrO6Tn5+Pdu3aYfPmzXjssccAAFevXkVQUBB27dpV7W2NKysoKIBarUZ+fj68vLwarD7NWnEx4FH+a2BREQdU1OroDKYqp6ndnjiyfL1q4qjy9Y8qz0Ay2CFxpHB2grvSGe7ls4lUShdp9pC70nyXtMrLFTEVs4tUykrJI7n5VDV3hTNcXXiqGrU+HCdY11La5fC5G/hTLQmpyr6ZORB3dWhTfQDHUERERDaPE5rUNaXy8/MBAD4+Phbb4+Pj4efnhzZt2mDw4MF4/fXX4efnBwBITk6GXq/HiBEjpPjAwEBEREQgMTHRalJKq9VCq9VK6wUFBY1RHSJqZAajyeJi2LcSQLcSQlZnFemMFqe4WTt1zR6JI7mzrDxRdGtWkfnZfD2jyjOKpIRS+eu3z0iSlssTUS48VY2IqEZHz9/EI2uT6ryfzmBqhNIQERG1Tk0mKSWEwNy5c3HPPfcgIiJC2j5q1Cg8+uijCA4ORmZmJv7xj3/g/vvvR3JyMpRKJbKzs6FQKCzuHgMA/v7+yM7Otvpey5cvx9KlSxu1PkRknRACJTojirQGFJYZUKQ1oKjMgCKt3nJdV7Hd/FyorbRe/rDHfwyqSxxZW6+cOLJ8/bZYuXkWEk9XIyJynP9Lvlyv/T46eA59QnxqDyQiIqJaNZmk1MyZM3HixAn8+OOPFtsrTskDgIiICPTp0wfBwcH47rvvMH78+GqPJ4SArJrb/C5cuBBz586V1gsKChAUFHSHNSBq2fRGE4orJZKKtbcliiwSR/oqSScpXmtAQ5807Owkk05Bs5Ywqnwdo4pZSNXNOGLiiIiodXjhge7YduRSnfcbEtauEUpDRETUOjWJpNSsWbPwzTff4ODBg7XeMS8gIADBwcE4e/YsAECj0UCn0yE3N9ditlROTg5iY2OtHkOpVEKpVDZcBYiaMK3BiMKy8gRRmQGFWr3FjKPKSSZrM5IKy5NMZfqGnZXk7CSDh9IFHkoXeLq6QFW+7OHqAs9KyxWveyjl0rqH0gUq5a1kk9LFqdokNBERkTXeKgVOLBmB+96Mx41inU37xD0Tg+hgzpIiIiJqKA5NSgkhMGvWLOzYsQPx8fHo1KlTrfvcuHEDly5dQkBAAAAgOjoacrkc+/btw4QJEwAAWVlZSEtLw8qVKxu1/ET2UKozIq9Uh9xiPfJKdVKCqaBUX75c/qzVo6D01npB+WvaBj7FzVXuZE4QKZ0rJYnk5Ymj2xNJ5mSTZ6Xt5qSTHK5yJpKIiMixvFzleOnBHpj75S82xb/6bTq+fm5gI5eKiIio9XBoUuq5557Dli1b8PXXX8PT01O6BpRarYabmxuKioqwZMkS/PGPf0RAQADOnz+PRYsWoW3btvjDH/4gxT711FOYN28efH194ePjg/nz5yMyMhLDhg1zZPWaNycnoE+fW8t0x3QGE/JL9cgr0SG3xPycV6JHbokOeRXbyxNP0vaShksqVZ6VdHvi6NYsJGdp2SKRVGk2k5wX0CYiohakm5+nzbG/XMrD+/89i1lDu1UfxDEUERGRzRyalFqzZg0AYMiQIRbbN2zYgKlTp8LZ2Rmpqan49NNPkZeXh4CAANx333344osv4Ol5awCxevVquLi4YMKECSgtLcXQoUOxceNGODs727M6LYubG3DkiKNL0SSZTAIFZXrklieO8sufc0v0yC9/zi3RIb+0fHuxHvml5mss1ZeLkwxt3OVQu8nh6SqHl5t5ZpKXq4t5vfzZvM38LK27yeGhdIGzE2clERERVXa9SIux//qx9sBKPvlfJp67ryucqvte5RiKiIjIZg4/fa8mbm5u+P7772s9jqurK95//328//77DVU0agWEECjWGZFbbJ6RlFdqZQZTya2ZTRVJpvxSfb0v1C2TmU8V8HaXQ+2ugLe7HN7uCqjdzM/eKrm03Mb91rOH0oWnuhERETWwawVldd4nskOb6hNSREREVCdN4kLnRA3BZBLIK9Xj90ItcgrL8HuhFr8XanGjWGfllDk98kt10Bvrfxs4D6WLOYGkkqONm2USqU15wqliuU15osnLTc4ZS0RERE1AfokeD75Xt1lSAKBv4Gs1EhERtWZMSpF1JSVAeLh5+dQpwN3dYUURQqCgzIDs/DJk5ZeWP5fhWkFZeQLKnHy6XqSFwVT3JJPCxUmasdTG3Zxg8lZZJpPU5a+bZziZYxQuvE4EERFRcxV/JqfO+2yZ1h/9Qmq5+14TGkMRERE1dUxKkXVCABcu3Fpu9LcTyC4ow5lrRTh7rRBnrxXhSl4prpYnoUp0RpuP5aNSoJ2HEu08lfDzVMJHpYC3qtJMJrfymUzlM5zcFLz2GBERUWtSpDVgxe7Tddpn1YReiO3StvZAO4+hiIiImjMmpchuDEYTsvLLcDm3FJdzS3Cp/Pn89WKczSlCYVnNFwJv4y5HgNoNAWpXaNSu0Hi5ws/TnHwyJ6Bc4euh4N3hiIiIqEZX80pxNd/260m993gUHuoV2IglIiIiap2YlKIGV6Y34tecIqRnFeB0diFOZxfgwo0SZOWXwVjD6XXOTjKE+Loj1N8T3fw9EezjjgC1KwLauEHj5coZTURERNQgQv098Z8ZMXh0bZJN8bO3Hsfsrcel9UGh7fDen+5GG3dFYxWRiIioVWBSiuqt4pS79KwCpGcVmhNQWQU4d7242uSTwtkJHbzd0N7bDR283dHB2w1BPu4I9fdAp7YqKF2YeCIiIqLG17e2a0PV4OCZ37ErNRsT+3dswBIRERG1PkxKkc2KtQb8cikPyRdykXwxFymX8pBXorca28Zdjh4aL3QP8ESPAC90bqtCkI872nkoeRtlIiIicjitwfbrVd5uSFg7PBgZ0IClISIiap2YlCKrirUGqMqXX4w7geM39DibU4jbJ0A5O8nQpZ0K3TVe6BFQnoTSeMHfSwmZjMknIiIiapoUzk4YEe6Pvaeu2RR/8O/3oaMv76RHRETUkJiUIoneaEJCxu/4v+TL+F/qBcT5mqekf/XLVZTJXQEA7du4oXewN6I7tkHvYG+EaTx5yh0RERE1OCEEcstnZJuEgNEkYDAJGI0CepPJvG40b7993WAywWAsjy9fr3jdvM0Eg0mgb4gP8kr1+DnzZq3l+e16kW1JKZkMCA+/tUxERETVYlKqlcvKL8UPp3OQkPE7En+7gSJt+R3wnJSYPPcTRLT3woz2akQEqhHZQQ1/L1fHFpiIiIhahZlbj+O7E1mOLgYAYPqgzrgvzM+2YHd34OTJxi0QERFRC8GkVCtUpjciPuN3bDtyEQlnfoeodEpeWw8l/hAViD9Gd0B3jZfjCklEREStWlOaY/TRwXMI03hifO8Oji4KERFRi8KkVDMmhIDWYILOaILOUOlRvq69bf1msRYHTv+Og2d/R4nu1sU9o4O9cV9YOwwO9UPPQC9eiJyIiIgc7l8Te+PVh3Uwlp+Cpzdajnn0FeMdowl6Q9XXKsZIeoOAzmgs3y6k8VHF/jqjCelZBcjKL6uxPAFqNzvVnIiIqPVgUqqRGU0C+05dw4nLeWjjLpcGS1qjCVp99QmlihjzstFqnN4oai9ANfy9lBgX1R6P9+2IkLaqqgElJUDfvublI0fMU9GJiIiI7MhHpWj09zAYTXjm82PVJqUC1K5IWjjU9gNyDEVERGQzJqUa2b5T1zDjs2S7vJfcWQaFsxMULuaH0sXZvFy+zU3ujL6dfDC8hz8i2nvVfHc8IYBTp24tExEREbUwa+J/w4o9p2uMycovg8kkbJ9JzjEUERGRzZiUamQxXXzh5eqCgjLDHR3HQ+kCb5Uc3u4KeLsrENjGFdHBPugX4gM/LyUUzk487Y6IiIioDq7kldgU13nRLml51YRevLYUERFRA2FSqpGp3eQ4sWQkjpy/iR3HryCvRIcirRElWgOKtAYU6wwo1hpRrDVAazBVe5yi8vhLN0ulbVt/vgQA6Ojjjuhgb8wdHoogH04RJyIiIqqNySTwQ3pOnfd76/sMJqWIiIgaCJNSdtI3xAd9Q3xqjNEbTSjRGlGkM9xKWmmN5Ykr86NIa0SJzoAruaVIOPM7bhTrcPFmCS7eLEGQtxvmjgizU42IiIiImq+r+aW4WsvFzSsL8nGDq4szVj92d+MVioiIqJVhUqoJkTs7Qe3uBLW7vMa4/FI9Vuw5jbxSvbTtoV6BeHJgp8YuIhEREVGLMGdbSp3iXxsXicGh7RqnMERERK0Uk1LNiNEk8HXKFazck4HsAvMve0O7+2HeiDCEB3o5uHREREREzcfT93bC0Qu5NsdvTroAvcGEUH9PdPTl5RKIiIgaApNSzUSJzoCJ635CyqU8AECntiosHx+JAZ19G+cNZTIgOPjWMhEREVEL8kBEAF4c1R1v7K757nsV9qdfw/70awCAL6fHoF+nai7LwDEUERGRzZiUagaEEPjgwK9IuZQHmQxYMLI7nhwYAle5c+O9qbs7cP584x2fiIiIyIEMRhPe++/Zeu3ro1JU/yLHUERERDZjUqqJ0xlMWPzNSWz9+SIAYPGYcEzltaOIiIiI7ogAcF93P3x3Isum+LG9AvH+41GNWygiIqJWhkmpJuxGkRbPfHYMP5+/CZkMWDiqO6bEhji6WERERETN2swtx/CtjcmoCuPuDmyk0hAREbVeTEo1UUIITN1wBKlX8uGpdMF7j0fhvu5+9itAaSkwaJB5+eBBwM3Nfu9NRERE1IjqmpACzLPXbcIxFBERkc2cHF0Asu671CykXsmHwtkJcc/G2jchBQAmE3D0qPlhsnEQRkRERNQM/HVQ5zrvs3r/GdsCOYYiIiKyGWdKNUH/Tb+GeV/+AgB4cmAIQv09HVwiIiIiopZj0ege+L1Qix3Hr9QYF6B2hZNMBrWbHKsfu9s+hSMiImpFOFOqCTGZBFbuOY2nPz0KrcGE4eH++PvIMEcXi4iIiJqYK1eu4M9//jN8fX3h7u6Ou+++G8nJydLrQggsWbIEgYGBcHNzw5AhQ3Dy5EmLY2i1WsyaNQtt27aFSqXCQw89hMuXL9u7Kg6z+rG78dajvWqMycovQ48AL3w5IwZhGv5ISERE1NCYlGpCks7dwIfxv0EIYGL/jvjwid5wceafiIiIiG7Jzc3FwIEDIZfLsXv3bpw6dQpvv/022rRpI8WsXLkSq1atwr/+9S8cOXIEGo0Gw4cPR2FhoRQzZ84c7NixA9u2bcOPP/6IoqIijBkzBkaj0QG1sr/cYh3m/+eXWuP2p19DxOLvMe/LX1BYprdDyYiIiFoPnr7XhHTwvnUhzFfGhEPOhBQRERHdZsWKFQgKCsKGDRukbSEhIdKyEALvvPMOXnrpJYwfPx4AsGnTJvj7+2PLli2YPn068vPzsX79emzevBnDhg0DAHz22WcICgrC/v37MXLkSLvWyRHcFM51io87dhk7T1zFL6+MqPO+REREZB2zHk3Izl+uAgDUbnIoXfinISIioqq++eYb9OnTB48++ij8/PwQFRWFdevWSa9nZmYiOzsbI0aMkLYplUoMHjwYiYmJAIDk5GTo9XqLmMDAQEREREgxt9NqtSgoKLB4NFdCCDz0rx/rvF+ovwcUHKMRERE1GM6UaiI++TETb+0139Vl3ohQyGQyB5cIQNu2ji4BERER3ebcuXNYs2YN5s6di0WLFuHnn3/G7NmzoVQqMXnyZGRnZwMA/P39Lfbz9/fHhQsXAADZ2dlQKBTw9vauElOx/+2WL1+OpUuXNkKN7K9EZ8SZa0W1xn32VH9EB3tD6eIEJ6c6jM04hiIiIrIJf+ppArLyS/HG7tMAgOfu64JJA4IdXCIAKhXw++/mh0rl6NIQERFROZPJhN69e2PZsmWIiorC9OnTMW3aNKxZs8Yi7vYfuIQQtf7oVVPMwoULkZ+fLz0uXbp0ZxVxIJXSBXd1UNca9+f1P2HH8St1S0hxDEVERGQzJqWagM8PX4TOaEKfYG/8fWT3pjFLioiIiJqkgIAAhIeHW2zr0aMHLl68CADQaDQAUGXGU05OjjR7SqPRQKfTITc3t9qY2ymVSnh5eVk8mjNPV9tOGFi0IxVZ+aWNXBoiIqLWiUkpB9uUeB4fxP8KAHj47kAHl4aIiIiauoEDByIjI8Ni25kzZxAcbJ5p3alTJ2g0Guzbt096XafTISEhAbGxsQCA6OhoyOVyi5isrCykpaVJMS3d5r/0tynupdE9oPFybeTSEBERtU68ppQD7Th+GYu/OQkAmBwTjIn9m8BpexVKS4FRo8zLu3cDbm41xxMREZFd/O1vf0NsbCyWLVuGCRMm4Oeff8bHH3+Mjz/+GID5tL05c+Zg2bJl6NatG7p164Zly5bB3d0dEydOBACo1Wo89dRTmDdvHnx9feHj44P58+cjMjJSuhtfSxafkYNnPjtmU+zru9Lh4eqCx/t1tO3gHEMRERHZzKEzpdasWYO77rpLmgIeExOD3bt3S68LIbBkyRIEBgbCzc0NQ4YMwcmTJy2OodVqMWvWLLRt2xYqlQoPPfQQLl++bO+q1Mv+9BwAwMT+HbH0oZ5wrsv1ChqbyQQkJJgfJpOjS0NERETl+vbtix07dmDr1q2IiIjAP//5T7zzzjt44oknpJgFCxZgzpw5ePbZZ9GnTx9cuXIFe/fuhaenpxSzevVqjBs3DhMmTMDAgQPh7u6OnTt3wtnZ2RHVspsbRVpM3XAEpXqjzfss3J6KnMIy5Jfoaw/mGIqIiMhmMiGEcNSbVwx8unbtCgDYtGkT3nzzTRw/fhw9e/bEihUr8Prrr2Pjxo0IDQ3Fa6+9hoMHDyIjI0MaVD3zzDPYuXMnNm7cCF9fX8ybNw83b95EcnKyzYOqgoICqNVq5Ofn2/X6CJPW/4RDZ6/j7Ud74Y/RHez2vjYpLgY8PMzLRUW8UCcREbVajhonNHXNtV2EEOj+jz3QGuqXMFoyNhxTB3aqPoBjKCIiIpvHCQ6dKTV27FiMHj0aoaGhCA0Nxeuvvw4PDw8cPnwYQgi88847eOmllzB+/HhERERg06ZNKCkpwZYtWwAA+fn5WL9+Pd5++20MGzYMUVFR+Oyzz5Camor9+/c7smo2uVmsAwCo3eQOLgkRERFR6yCTyXB44VD06+RT7/2JiIioYTSZC50bjUZs27YNxcXFiImJQWZmJrKzszFixAgpRqlUYvDgwUhMTAQAJCcnQ6/XW8QEBgYiIiJCimmqcgrLkJ5VAADoHuBZSzQRERERNRRvlQJfTo/B+TceRJd2ts9kinsmFlNiQxqvYERERK2Mwy90npqaipiYGJSVlcHDwwM7duxAeHi4lFS6/bbE/v7+uHDhAgDzrY4VCgW8vb2rxNx+G+TKtFottFqttF5QUNBQ1bFZbrEefUN8oDOa0MHb3e7vT0RERETA/82Ixeu70vFrThEEAAgBYX6CgIAQgN5oQu+O3ogO9q7laERERFQXDk9KhYWFISUlBXl5eYiLi8OUKVOQkJAgvX77FGkhRK3TpmuLWb58OZYuXXpnBb9DYRpPfDE9Brp6Xs+AiIiIiO6ct0qBtx7t5ehiEBERtUoOP31PoVCga9eu6NOnD5YvX45evXrh3XffhUajAYAqM55ycnKk2VMajQY6nQ65ubnVxlizcOFC5OfnS49Lly41cK1sp3Bx+J+geu7u5gcRERER2Y5jKCIiIps0uYyIEAJarRadOnWCRqPBvn37pNd0Oh0SEhIQGxsLAIiOjoZcLreIycrKQlpamhRjjVKphJeXl8WDbqNSme8eU1zMu8YQERER2YpjKCIiIps59PS9RYsWYdSoUQgKCkJhYSG2bduG+Ph47NmzBzKZDHPmzMGyZcvQrVs3dOvWDcuWLYO7uzsmTpwIAFCr1Xjqqacwb948+Pr6wsfHB/Pnz0dkZCSGDRvmyKoREREREREREVENHJqUunbtGiZNmoSsrCyo1Wrcdddd2LNnD4YPHw4AWLBgAUpLS/Hss88iNzcX/fv3x969e+HpeetudatXr4aLiwsmTJiA0tJSDB06FBs3boSzs7OjqkVERERERERERLWQCSGEowvhaAUFBVCr1cjPz+epfBXKyoA//tG8HBcHuLo6tjxEREQOwnGCdWyXanAMRUREZPM4weF336MmymgEdu26tUxEREREteMYioiIyGZN7kLnRERERERERETU8jEpRUREREREREREdsekFBERERERERER2R2TUkREREREREREZHdMShERERERERERkd3x7nsAhBAAzLcspHLFxbeWCwp49xgiImq1KsYHFeMFMuP4qRocQxEREdk8fmJSCkBhYSEAICgoyMElaaICAx1dAiIiIocrLCyEWq12dDGaDI6fbMAxFBERtXK1jZ9kgj/7wWQy4erVq/D09IRMJmuw4xYUFCAoKAiXLl2Cl5dXgx2Xqsc2ty+2t/2xze2L7W1/TbHNhRAoLCxEYGAgnJx45YMKjTV+qtAU+4K9sQ3YBhXYDmwDgG1Qge3QPNrA1vETZ0oBcHJyQocOHRrt+F5eXk22o7RUbHP7YnvbH9vcvtje9tfU2pwzpKpq7PFThabWFxyBbcA2qMB2YBsAbIMKbIem3wa2jJ/4cx8REREREREREdkdk1JERERERERERGR3TEo1IqVSicWLF0OpVDq6KK0G29y+2N72xza3L7a3/bHNqQL7AtsAYBtUYDuwDQC2QQW2Q8tqA17onIiIiIiIiIiI7I4zpYiIiIiIiIiIyO6YlCIiIiIiIiIiIrtjUoqIiIiIiIiIiOyOSak79OGHH6JTp05wdXVFdHQ0Dh06VGN8QkICoqOj4erqis6dO2Pt2rV2KmnLUZc2j4+Ph0wmq/I4ffq0HUvcfB08eBBjx45FYGAgZDIZvvrqq1r3YR+vv7q2N/v3nVm+fDn69u0LT09P+Pn5Ydy4ccjIyKh1P/bx+qtPm7Oft051HV81VUuWLKnSdzUajfS6EAJLlixBYGAg3NzcMGTIEJw8edLiGFqtFrNmzULbtm2hUqnw0EMP4fLlyxYxubm5mDRpEtRqNdRqNSZNmoS8vDx7VNGq2r7P7FnvixcvYuzYsVCpVGjbti1mz54NnU7XGNW2UFsbTJ06tUrfGDBggEVMc28DWz7zW3pfsKUNWnpfWLNmDe666y54eXnBy8sLMTEx2L17t/R6S+8DFWprh5beD2okqN62bdsm5HK5WLdunTh16pR4/vnnhUqlEhcuXLAaf+7cOeHu7i6ef/55cerUKbFu3Tohl8vF//3f/9m55M1XXdv8wIEDAoDIyMgQWVlZ0sNgMNi55M3Trl27xEsvvSTi4uIEALFjx44a49nH70xd25v9+86MHDlSbNiwQaSlpYmUlBTx4IMPio4dO4qioqJq92EfvzP1aXP289anrt/1TdnixYtFz549LfpuTk6O9Pobb7whPD09RVxcnEhNTRWPPfaYCAgIEAUFBVLMjBkzRPv27cW+ffvEsWPHxH333Sd69epl8W/ggQceEBERESIxMVEkJiaKiIgIMWbMGLvWtbLavs/sVW+DwSAiIiLEfffdJ44dOyb27dsnAgMDxcyZMx3eBlOmTBEPPPCARd+4ceOGRUxzbwNbPvNbel+wpQ1ael/45ptvxHfffScyMjJERkaGWLRokZDL5SItLU0I0fL7gK3t0NL7QU2YlLoD/fr1EzNmzLDY1r17d/Hiiy9ajV+wYIHo3r27xbbp06eLAQMGNFoZW5q6tnnFf2Zyc3PtULqWzZYkCft4w6lLUor9u2Hk5OQIACIhIaHaGPbxhmVLm7Oftz51/a5vyhYvXix69epl9TWTySQ0Go144403pG1lZWVCrVaLtWvXCiGEyMvLE3K5XGzbtk2KuXLlinBychJ79uwRQghx6tQpAUAcPnxYiklKShIAxOnTpxuhVnVz+/eZPeu9a9cu4eTkJK5cuSLFbN26VSiVSpGfn98o9bWmuqTUww8/XO0+La0NhKj6md8a+4K1773W2Be8vb3Fv//971bZByqraAchWmc/qMDT9+pJp9MhOTkZI0aMsNg+YsQIJCYmWt0nKSmpSvzIkSNx9OhR6PX6RitrS1GfNq8QFRWFgIAADB06FAcOHGjMYrZq7OOOwf7dMPLz8wEAPj4+1cawjzcsW9q8Avt563An3/VN1dmzZxEYGIhOnTrhT3/6E86dOwcAyMzMRHZ2tkVdlUolBg8eLNU1OTkZer3eIiYwMBARERFSTFJSEtRqNfr37y/FDBgwAGq1ukm2mT3rnZSUhIiICAQGBkoxI0eOhFarRXJycqPW0xbx8fHw8/NDaGgopk2bhpycHOm1ltgGt3/mt8a+UN33XmvpC0ajEdu2bUNxcTFiYmJaZR8AqrZDhdbSD27HpFQ9Xb9+HUajEf7+/hbb/f39kZ2dbXWf7Oxsq/EGgwHXr19vtLK2FPVp84CAAHz88ceIi4vD9u3bERYWhqFDh+LgwYP2KHKrwz5uX+zfDUcIgblz5+Kee+5BREREtXHs4w3H1jZnP29d6vNd35T1798fn376Kb7//nusW7cO2dnZiI2NxY0bN6T61FTX7OxsKBQKeHt71xjj5+dX5b39/PyaZJvZs97WPrO9vb2hUCgc3jajRo3C559/jh9++AFvv/02jhw5gvvvvx9arRZAy2sDa5/5ra0vVPe91xr6QmpqKjw8PKBUKjFjxgzs2LED4eHhra4PVNcOQOvoB9Vxcci7tiAymcxiXQhRZVtt8da2U/Xq0uZhYWEICwuT1mNiYnDp0iW89dZbGDRoUKOWs7ViH7cf9u+GM3PmTJw4cQI//vhjrbHs4w3D1jZnP2+d6jq+aqpGjRolLUdGRiImJgZdunTBpk2bpAvY1qeut8dYi2/qbWavejfVtnnsscek5YiICPTp0wfBwcH47rvvMH78+Gr3a65tUNNnfmvpC9W1QWvoC2FhYUhJSUFeXh7i4uIwZcoUJCQkVFuultoHqmuH8PDwVtEPqsOZUvXUtm1bODs7V8km5uTkVMk8VtBoNFbjXVxc4Ovr22hlbSnq0+bWDBgwAGfPnm3o4hHYx5sC9u+6mzVrFr755hscOHAAHTp0qDGWfbxh1KXNrWE/b7ka6ru+qVKpVIiMjMTZs2elu/DVVFeNRgOdTofc3NwaY65du1blvX7//fcm2Wb2rLe1z+zc3Fzo9fom1zYBAQEIDg6WPttaUhtU95nfmvpCXb73WmJfUCgU6Nq1K/r06YPly5ejV69eePfdd1tVHwCqbwdrWmI/qA6TUvWkUCgQHR2Nffv2WWzft28fYmNjre4TExNTJX7v3r3o06cP5HJ5o5W1pahPm1tz/PhxBAQENHTxCOzjTQH7t+2EEJg5cya2b9+OH374AZ06dap1H/bxO1OfNreG/bzlaqjv+qZKq9UiPT0dAQEB6NSpEzQajUVddTodEhISpLpGR0dDLpdbxGRlZSEtLU2KiYmJQX5+Pn7++Wcp5qeffkJ+fn6TbDN71jsmJgZpaWnIysqSYvbu3QulUono6OhGrWdd3bhxA5cuXZI+21pCG9T2md8a+kJ9vvdaYl+4nRACWq22VfSBmlS0gzWtoR9IGu8a6i1fxS2L169fL06dOiXmzJkjVCqVOH/+vBBCiBdffFFMmjRJiq+4lfjf/vY3cerUKbF+/XreSryO6trmq1evFjt27BBnzpwRaWlp4sUXXxQARFxcnKOq0KwUFhaK48ePi+PHjwsAYtWqVeL48ePSbbnZxxtWXdub/fvOPPPMM0KtVov4+HiL2++WlJRIMezjDas+bc5+3vrU9l3fnMybN0/Ex8eLc+fOicOHD4sxY8YIT09PqS5vvPGGUKvVYvv27SI1NVU8/vjjVm+F3qFDB7F//35x7Ngxcf/991u9Bfhdd90lkpKSRFJSkoiMjLS4Bbi91fZ9Zq96V9z6fOjQoeLYsWNi//79okOHDna59XlNbVBYWCjmzZsnEhMTRWZmpjhw4ICIiYkR7du3b1FtYMtnfkvvC7W1QWvoCwsXLhQHDx4UmZmZ4sSJE2LRokXCyclJ7N27VwjR8vuALe3QGvpBTZiUukMffPCBCA4OFgqFQvTu3bvK7T0HDx5sER8fHy+ioqKEQqEQISEhYs2aNXYucfNXlzZfsWKF6NKli3B1dRXe3t7innvuEd99950DSt08VdyK/fbHlClThBDs4w2tru3N/n1nrLU1ALFhwwYphn28YdWnzdnPW6eavuubk8cee0wEBAQIuVwuAgMDxfjx48XJkyel100mk1i8eLHQaDRCqVSKQYMGidTUVItjlJaWipkzZwofHx/h5uYmxowZIy5evGgRc+PGDfHEE08IT09P4enpKZ544gmRm5trjypaVdv3mT3rfeHCBfHggw8KNzc34ePjI2bOnCnKysoas/pCiJrboKSkRIwYMUK0a9dOyOVy0bFjRzFlypQq9WvubWDLZ35L7wu1tUFr6At/+ctfpM/zdu3aiaFDh0oJKSFafh+oUFM7tIZ+UBOZEOVXaCUiIiIiIiIiIrITXlOKiIiIiIiIiIjsjkkpIiIiIiIiIiKyOyaliIiIiIiIiIjI7piUIiIiIiIiIiIiu2NSioiIiIiIiIiI7I5JKSIiIiIiIiIisjsmpYiIiIiIiIiIyO6YlCIiIiIiIiIiIrtjUoqoFQoJCcE777xTr32XLFmCu+++u0HLY4uNGzeiTZs2tcatX78eI0aMqNOxZTIZvvrqKwDA+fPnIZPJkJKSUvdC2mjIkCGYM2dOox2/uav898jJyUG7du1w5coVxxaKmrSDBw9i7NixCAwMtOg/dSGEwFtvvYXQ0FAolUoEBQVh2bJlDV9YImq2OH6yxPFT08LxEzVXTEoROZBMJqvxMXXq1Fr3r89/vu7E/Pnz8d///teu72krrVaLV155Bf/4xz8cXRRqIH5+fpg0aRIWL17s6KJQE1ZcXIxevXrhX//6V72P8fzzz+Pf//433nrrLZw+fRo7d+5Ev379GrCURNRQOH5qWBw/tTwcP1Fz4uLoAhC1ZllZWdLyF198gVdeeQUZGRnSNjc3N0cUq0YeHh7w8PBwdDGsiouLg4eHB+69915HF4Ua0JNPPol+/frhzTffhLe3t6OLQ03QqFGjMGrUqGpf1+l0ePnll/H5558jLy8PERERWLFiBYYMGQIASE9Px5o1a5CWloawsDA7lZqI6ovjp4bF8VPLxPETNRecKUXkQBqNRnqo1WrIZDKLbVu2bEGXLl2gUCgQFhaGzZs3S/uGhIQAAP7whz9AJpNJ67/99hsefvhh+Pv7w8PDA3379sX+/fvrVK74+Hj069cPKpUKbdq0wcCBA3HhwgUAVaefGwwGzJ49G23atIGvry9eeOEFTJkyBePGjZNihgwZgtmzZ2PBggXw8fGBRqPBkiVLLN5z1apViIyMhEqlQlBQEJ599lkUFRXVqdzbtm3DQw89ZLHtyJEjGD58ONq2bQu1Wo3Bgwfj2LFjdTru7bRaLRYsWICgoCAolUp069YN69evl15PSEhAv379oFQqERAQgBdffBEGg6Ha43344Yfo1q0bXF1d4e/vj0ceeaTa2AsXLmDs2LHw9vaGSqVCz549sWvXLgDWp+h/9dVXkMlk0nrF3++TTz5Bx44d4eHhgWeeeQZGoxErV66ERqOBn58fXn/9dYvjyGQyfPTRRxgzZgzc3d3Ro0cPJCUl4ddff8WQIUOgUqkQExOD3377zWK/nTt3Ijo6Gq6urujcuTOWLl1q0RZnz57FoEGD4OrqivDwcOzbt69KnSMjI6HRaLBjx45q24WoJk8++ST+97//Ydu2bThx4gQeffRRPPDAAzh79iwAcz/t3Lkzvv32W3Tq1AkhISF4+umncfPmTQeXnIis4fjpFo6fOH7i+ImaOyaliJqoHTt24Pnnn8e8efOQlpaG6dOn48knn8SBAwcAmAcLALBhwwZkZWVJ60VFRRg9ejT279+P48ePY+TIkRg7diwuXrxo0/saDAaMGzcOgwcPxokTJ5CUlIS//vWvFl/Mla1YsQKff/45NmzYgP/9738oKCiwOiV+06ZNUKlU+Omnn7By5Uq8+uqrFl+gTk5OeO+995CWloZNmzbhhx9+wIIFC+rSZDh06BD69Oljsa2wsBBTpkzBoUOHcPjwYXTr1g2jR49GYWFhnY5d2eTJk7Ft2za89957SE9Px9q1a6VfP69cuYLRo0ejb9+++OWXX7BmzRqsX78er732mtVjHT16FLNnz8arr76KjIwM7NmzB4MGDar2vZ977jlotVocPHgQqampWLFiRZ1/ef3tt9+we/du7NmzB1u3bsUnn3yCBx98EJcvX0ZCQgJWrFiBl19+GYcPH7bY75///CcmT56MlJQUdO/eHRMnTsT06dOxcOFCHD16FAAwc+ZMKf7777/Hn//8Z8yePRunTp3CRx99hI0bN0oDNpPJhPHjx8PZ2RmHDx/G2rVr8cILL1gtc79+/XDo0KE61ZMIMPf3rVu34j//+Q/uvfdedOnSBfPnz8c999yDDRs2AADOnTuHCxcu4D//+Q8+/fRTbNy4EcnJyTX+B4eImiaOnzh+sobjJ6ImTBBRk7BhwwahVqul9djYWDFt2jSLmEcffVSMHj1aWgcgduzYUeuxw8PDxfvvvy+tBwcHi9WrV1uNvXHjhgAg4uPjrb6+ePFi0atXL2nd399fvPnmm9K6wWAQHTt2FA8//LC0bfDgweKee+6xOE7fvn3FCy+8UG2Zv/zyS+Hr6yut394+t8vNzRUAxMGDB6uNqSifp6en2Llzp7StcjtmZmYKAOL48eNW98/IyBAAxL59+6y+vmjRIhEWFiZMJpO07YMPPhAeHh7CaDQKIczt8fzzzwshhIiLixNeXl6ioKCgxnJXiIyMFEuWLLH6mrU22rFjh6j8Ub948WLh7u5u8X4jR44UISEhUvmEECIsLEwsX75cWgcgXn75ZWk9KSlJABDr16+Xtm3dulW4urpK6/fee69YtmyZRXk2b94sAgIChBBCfP/998LZ2VlcunRJen337t1W+/Xf/vY3MWTIEKv1Jqrs9v7z5ZdfCgBCpVJZPFxcXMSECROEEEJMmzZNABAZGRnSfsnJyQKAOH36tL2rQER1wPGTJY6frOP4iajp4kwpoiYqPT0dAwcOtNg2cOBApKen17hfcXExFixYgPDwcLRp0wYeHh44ffq0zb/0+fj4YOrUqdIvhO+++67FtRsqy8/Px7Vr1ywuBuzs7Izo6OgqsXfddZfFekBAAHJycqT1AwcOYPjw4Wjfvj08PT0xefJk3LhxA8XFxTaVu7S0FADg6upqsT0nJwczZsxAaGgo1Go11Go1ioqKbG6P26WkpMDZ2RmDBw+2+np6ejpiYmIsfhkdOHAgioqKcPny5Srxw4cPR3BwMDp37oxJkybh888/R0lJSbXvP3v2bLz22msYOHAgFi9ejBMnTtS5DiEhIfD09JTW/f39ER4eDicnJ4ttlf8+gOXf0N/fH4B5anjlbWVlZSgoKAAAJCcn49VXX5Wuo+Hh4YFp06YhKysLJSUlSE9PR8eOHdGhQwfpGDExMVbL7ObmVmO7EFXHZDLB2dkZycnJSElJkR7p6el49913AZg/j1xcXBAaGirt16NHDwCo92cFETkGx08cP1nD8RNR08WkFFETdvuUbyFEtdPAK/z9739HXFwcXn/9dRw6dAgpKSmIjIyETqez+X03bNiApKQkxMbG4osvvkBoaGiVqci1lfN2crm8yj4mkwmA+Tz/0aNHIyIiAnFxcUhOTsYHH3wAANDr9TaV2dfXFzKZDLm5uRbbp06diuTkZLzzzjtITExESkoKfH1969QeldV28VRrf6OK9rD2t/P09MSxY8ewdetWBAQE4JVXXkGvXr2Ql5dn9fhPP/00zp07h0mTJiE1NRV9+vTB+++/D8A8hf/2trfWftb+FjX9faztV1EXa9sq9jOZTFi6dKlFIiA1NRVnz56Fq6ur1X5SXf++efMm2rVrZ/U1oppERUXBaDQiJycHXbt2tXhoNBoA5v/4GAwGi2t6nDlzBgAQHBzskHITUf1x/MTx0+04fiJqupiUImqievTogR9//NFiW2JiovTrPWD+QjMajRYxhw4dwtSpU/GHP/xBusDh+fPn6/z+UVFRWLhwIRITExEREYEtW7ZUiVGr1fD398fPP/8sbTMajTh+/Hid3uvo0aMwGAx4++23MWDAAISGhuLq1at1OoZCoUB4eDhOnTplsf3QoUOYPXs2Ro8ejZ49e0KpVOL69et1OnZlkZGRMJlMSEhIsPp6eHg4EhMTLQYMiYmJ8PT0RPv27a3u4+LigmHDhmHlypU4ceIEzp8/jx9++KHaMgQFBWHGjBnYvn075s2bh3Xr1gEA2rVrh8LCQotfR1NSUupRy4bRu3dvZGRkVEkEdO3aFU5OTggPD8fFixct/tZJSUlWj5WWloaoqCh7FZ2amaKiImngDgCZmZlISUnBxYsXERoaiieeeAKTJ0/G9u3bkZmZiSNHjmDFihXSRW6HDRuG3r174y9/+QuOHz+O5ORkTJ8+HcOHD7eYPUVETR/HTxw/VYfjJ6KmiUkpoibq73//OzZu3Ii1a9fi7NmzWLVqFbZv34758+dLMSEhIfjvf/+L7Oxs6Reurl27Yvv27UhJScEvv/yCiRMnVvnFpiaZmZlYuHAhkpKScOHCBezduxdnzpyxGMxVNmvWLCxfvhxff/01MjIy8PzzzyM3N7fWXyQr69KlCwwGA95//32cO3cOmzdvxtq1a23ev8LIkSOrDES7du2KzZs3Iz09HT/99BOeeOKJO7pVdEhICKZMmYK//OUv+Oqrr5CZmYn4+Hh8+eWXAIBnn30Wly5dwqxZs3D69Gl8/fXXWLx4MebOnWsxvbvCt99+i/feew8pKSm4cOECPv30U5hMpmpvSz9nzhx8//33yMzMxLFjx/DDDz9If5v+/fvD3d0dixYtwq+//ootW7Zg48aN9a7rnXrllVfw6aefYsmSJTh58iTS09PxxRdf4OWXXwZgTgSEhYVh8uTJ+OWXX3Do0CG89NJLVY5TUlKC5ORkjBgxwt5VoGbi6NGjiIqKkgbec+fORVRUFF555RUA5tkLkydPxrx58xAWFoaHHnoIP/30E4KCggCYfyXfuXMn2rZti0GDBuHBBx9Ejx49sG3bNofViYjqh+Mnjp+s4fiJqOliUoqoiRo3bhzeffddvPnmm+jZsyc++ugjbNiwAUOGDJFi3n77bezbtw9BQUHSf8ZWr14Nb29vxMbGYuzYsRg5ciR69+5t8/u6u7vj9OnT+OMf/4jQ0FD89a9/xcyZMzF9+nSr8S+88AIef/xxTJ48GTExMfDw8MDIkSOrXJugJnfffTdWrVqFFStWICIiAp9//jmWL19u8/4Vpk2bhl27diE/P1/a9sknnyA3NxdRUVGYNGkSZs+eDT8/vzofu7I1a9bgkUcewbPPPovu3btj2rRp0q9r7du3x65du/Dzzz+jV69emDFjBp566ilpIHG7Nm3aYPv27bj//vvRo0cPrF27Flu3bkXPnj2txhuNRjz33HPo0aMHHnjgAYSFheHDDz8EYL6exWeffYZdu3YhMjISW7durXLraHsaOXIkvv32W+zbtw99+/bFgAEDsGrVKul0KCcnJ+zYsQNarRb9+vXD008/XeVWygDw9ddfo2PHjrj33nvtXQVqJoYMGQIhRJVHxX8q5HI5li5diszMTOh0OmRlZWH79u0W1/QIDAxEXFwcCgsLkZ2djQ0bNsDHx8dBNSKi+uL4ieMnazh+Imq6ZMLaSalERPVkMpnQo0cPTJgwAf/85z/t/v4TJkyQps5Ty9CvXz/MmTMHEydOdHRRiIiIGgXHT9TQOH6i5oIzpYjojly4cAHr1q3DmTNnkJqaimeeeQaZmZkO+wJ888034eHh4ZD3poaXk5ODRx55BI8//riji0JERNRgOH6ixsTxEzUnnClFRHfk0qVL+NOf/oS0tDQIIRAREYE33ngDgwYNcnTRiIiIiJokjp+IiMyYlCIiIiIiIiIiIrvj6XtERERERERERGR3TEoREREREREREZHdMSlFRERERERERER2x6QUERERERERERHZHZNSRERERERERERkd0xKERERERERERGR3TEpRUREREREREREdsekFBERERERERER2R2TUkREREREREREZHf/D9xw+2dCfCczAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(1, 2, figsize=(12, 4))\n", + "\n", + "for ax, img, title in [\n", + " (axes[0], img_spec, 'epix100_0'),\n", + " (axes[1], img_seer, 'epix100_1'),\n", + "]:\n", + " row_totals = img.sum(axis=0)\n", + " ax.plot(row_totals, np.arange(len(row_totals)))\n", + " ax.invert_yaxis()\n", + " ax.set_xlabel('Total signal (all cols summed)')\n", + " ax.set_ylabel('Row index')\n", + " ax.set_title(f'{title} — per-row signal')\n", + " ax.axvline(row_totals.max() * 0.1, color='red', ls='--', label='10% of peak')\n", + " ax.legend()\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "9d10da22", + "metadata": {}, + "source": [ + "## Per-row signal profile\n", + "Shows where signal rows are — helps choose `rois:` in the YAML." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "0e2cec51", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(1, 2, figsize=(12, 4))\n", + "\n", + "for ax, img, title in [\n", + " (axes[0], img_spec, 'epix100_0'),\n", + " (axes[1], img_seer, 'epix100_1'),\n", + "]:\n", + " row_totals = img.sum(axis=1)\n", + " ax.plot(row_totals, np.arange(len(row_totals)))\n", + " ax.invert_yaxis()\n", + " ax.set_xlabel('Total signal (all cols summed)')\n", + " ax.set_ylabel('Row index')\n", + " ax.set_title(f'{title} — per-row signal')\n", + " ax.axvline(row_totals.max() * 0.1, color='red', ls='--', label='10% of peak')\n", + " ax.legend()\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "e0a317e4", + "metadata": {}, + "source": [ + "## XSpectDetectorProcessor — edge detection and angle finding\n", + "\n", + "Tune `low_threshold` and `high_threshold` until the edge map cleanly outlines\n", + "the signal streak without too much noise. The `plot_images()` call shows\n", + "original / edges / aligned side by side." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "396ca68e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "epix100_0 detected angle: -1.829 deg\n", + " per-cluster angles: ['-1.83']\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# --- epix100_0 (spectroscopy) ---\n", + "LOW, HIGH = 30, 100 # tune these if edges look noisy or incomplete\n", + "\n", + "proc_spec = XSpectDetectorProcessor(img_spec)\n", + "proc_spec.detect_edges(low_threshold=LOW, high_threshold=HIGH)\n", + "angle_spec = proc_spec.find_optimal_rotation_angle()\n", + "proc_spec.align_image()\n", + "\n", + "print(f'epix100_0 detected angle: {angle_spec:.3f} deg')\n", + "print(f' per-cluster angles: {[f\"{a:.2f}\" for a in proc_spec.angles]}')\n", + "proc_spec.plot_images()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "02521cb0", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "epix100_1 detected angle: 3.071 deg\n", + " per-cluster angles: ['90.00', '-1.70']\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# --- epix100_1 (SEER) ---\n", + "LOW_S, HIGH_S = 30, 100 # tune independently if needed\n", + "\n", + "proc_seer = XSpectDetectorProcessor(img_seer)\n", + "proc_seer.detect_edges(low_threshold=LOW_S, high_threshold=HIGH_S)\n", + "angle_seer = proc_seer.find_optimal_rotation_angle()\n", + "proc_seer.align_image()\n", + "\n", + "print(f'epix100_1 detected angle: {angle_seer:.3f} deg')\n", + "print(f' per-cluster angles: {[f\"{a:.2f}\" for a in proc_seer.angles]}')\n", + "proc_seer.plot_images()" + ] + }, + { + "cell_type": "markdown", + "id": "317992b4", + "metadata": {}, + "source": [ + "## Verify ROI rows on aligned images\n", + "\n", + "Once the images look straight, check which rows the signal actually occupies\n", + "and update `rois:` in `mfx101609126_pershot_xes.yaml` accordingly." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "b167bc9a", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Suggested rois for YAML:\n", + " epix_spec: rois: [[16, 35]]\n", + " epix_seer: rois: [[50, 74]]\n" + ] + } + ], + "source": [ + "fig, axes = plt.subplots(1, 2, figsize=(14, 4))\n", + "\n", + "for ax, proc, title in [\n", + " (axes[0], proc_spec, f'epix100_0 aligned ({angle_spec:.2f}°)'),\n", + " (axes[1], proc_seer, f'epix100_1 aligned ({angle_seer:.2f}°)'),\n", + "]:\n", + " aligned = proc.aligned_image\n", + " row_totals = aligned.sum(axis=1)\n", + " im = ax.imshow(aligned, aspect='auto', origin='upper', cmap='viridis')\n", + " plt.colorbar(im, ax=ax)\n", + " ax.set_title(title)\n", + " ax.set_xlabel('col')\n", + " ax.set_ylabel('row')\n", + "\n", + " # Overlay 10%-of-peak row markers\n", + " threshold = row_totals.max() * 0.1\n", + " signal_rows = np.where(row_totals > threshold)[0]\n", + " if len(signal_rows):\n", + " ax.axhline(signal_rows[0], color='red', ls='--', lw=1.5, label=f'signal start row {signal_rows[0]}')\n", + " ax.axhline(signal_rows[-1], color='lime', ls='--', lw=1.5, label=f'signal end row {signal_rows[-1]}')\n", + " ax.legend(fontsize=8)\n", + "\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "print('Suggested rois for YAML:')\n", + "for proc, name in [(proc_spec, 'epix_spec'), (proc_seer, 'epix_seer')]:\n", + " rt = proc.aligned_image.sum(axis=1)\n", + " thresh = rt.max() * 0.1\n", + " rows = np.where(rt > thresh)[0]\n", + " if len(rows):\n", + " print(f' {name}: rois: [[{rows[0]}, {rows[-1]}]]')" + ] + }, + { + "cell_type": "markdown", + "id": "7faea783", + "metadata": {}, + "source": [ + "## Summary — copy these values into the YAML\n", + "\n", + "Once you are happy with the angles and ROIs above, update\n", + "`examples/mfx101609126_pershot_xes.yaml`:\n", + "\n", + "```yaml\n", + " - step: find_rotation_angle\n", + " on: epix_spec\n", + " low_threshold: \n", + " high_threshold: \n", + "\n", + " - step: find_rotation_angle\n", + " on: epix_seer\n", + " low_threshold: \n", + " high_threshold: \n", + "\n", + " - step: reduce_detector_spatial\n", + " on: epix_spec\n", + " rois: [[, ]]\n", + " ...\n", + "\n", + " - step: reduce_detector_spatial\n", + " on: epix_seer\n", + " rois: [[, ]]\n", + " ...\n", + "```" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.20" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/mfx101609126_seer_shot_browser.ipynb b/examples/mfx101609126_seer_shot_browser.ipynb new file mode 100644 index 0000000..3c093b8 --- /dev/null +++ b/examples/mfx101609126_seer_shot_browser.ipynb @@ -0,0 +1,1465 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "header", + "metadata": {}, + "source": [ + "# SEER Shot Browser — mfx101609126 run 79\n", + "\n", + "Interactive per-shot viewer for `epix100_1` (SEER spectrometer). \n", + "Use the slider or arrow keys to step through xray-on shots.\n", + "\n", + "**Layout:**\n", + "- Center: 2D detector image (single shot)\n", + "- Top: column projection (sum over rows) — the 1D emission spectrum for that shot\n", + "- Right: row projection (sum over cols) — spatial profile\n", + "\n", + "Look for static sharp peaks that persist across shots (ASIC artifacts) \n", + "vs features that move or vary (real signal)." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "load-data", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Total shots: 35998, xray-on: 2843\n", + "Loaded: (33155, 100, 620) (shots, rows, cols)\n" + ] + } + ], + "source": [ + "import h5py\n", + "import numpy as np\n", + "%matplotlib widget\n", + "SMD_PATH = '/sdf/data/lcls/ds/mfx/mfx101609126/hdf5/smalldata/mfx101609126_Run0079.h5'\n", + "ADU_THRESH = 5.0\n", + "\n", + "# Load xray-on shots for SEER (epix100_1)\n", + "with h5py.File(SMD_PATH, 'r') as f:\n", + " xray = f['lightStatus/xray'][:].astype(bool)\n", + " print(f'Total shots: {len(xray)}, xray-on: {xray.sum()}')\n", + " \n", + " # Load all xray-on frames (100 x 620 per shot)\n", + " seer_all = f['epix100_1/ROI_area'][:][~xray].astype(np.float64)\n", + "\n", + "# ADU threshold\n", + "#seer_all[seer_all < ADU_THRESH] = 0.0\n", + "#seer_all = np.clip(seer_all, 0, None)\n", + "\n", + "N_shots, N_rows, N_cols = seer_all.shape\n", + "print(f'Loaded: {seer_all.shape} (shots, rows, cols)')\n", + "\n", + "# Also compute the mean image for reference\n", + "mean_img = seer_all.mean(axis=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "browser", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/lscratch/lbgee/tmp/ipykernel_20794/3468583167.py:46: UserWarning: This figure includes Axes that are not compatible with tight_layout, so results might be incorrect.\n", + " plt.tight_layout()\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "b2ea6dbdcd48402fae25650daf5a57b1", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "HBox(children=(Play(value=0, description='Play', interval=200, max=33154), IntSlider(value=0, continuous_updat…" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "a17535e2714442d0a39a8e75c9d44e64", + "version_major": 2, + "version_minor": 0 + }, + "image/png": 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\n", + " Figure\n", + "
\n", + " \n", + "
\n", + " " + ], + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "%matplotlib widget\n", + "import matplotlib.pyplot as plt\n", + "from matplotlib.gridspec import GridSpec\n", + "import ipywidgets as widgets\n", + "from IPython.display import display\n", + "\n", + "# ── Set up figure with 2D image + marginal projections ──────────────────────\n", + "fig = plt.figure(figsize=(12, 7))\n", + "gs = GridSpec(2, 2, figure=fig, width_ratios=[4, 1], height_ratios=[1, 3],\n", + " hspace=0.05, wspace=0.05)\n", + "\n", + "ax_img = fig.add_subplot(gs[1, 0]) # 2D image\n", + "ax_col = fig.add_subplot(gs[0, 0], sharex=ax_img) # column projection (top)\n", + "ax_row = fig.add_subplot(gs[1, 1], sharey=ax_img) # row projection (right)\n", + "ax_info = fig.add_subplot(gs[0, 1]) # info text\n", + "ax_info.axis('off')\n", + "\n", + "# Initial plot\n", + "vmax = np.percentile(mean_img, 99)\n", + "im = ax_img.imshow(seer_all[0], aspect='auto', origin='upper',\n", + " cmap='inferno', vmin=0, vmax=vmax, interpolation='nearest')\n", + "ax_img.set_xlabel('Column (spectral axis)')\n", + "ax_img.set_ylabel('Row')\n", + "\n", + "# Column projection (top)\n", + "col_proj = seer_all[0].sum(axis=0)\n", + "line_col, = ax_col.plot(np.arange(N_cols), col_proj, lw=0.8, color='steelblue')\n", + "line_col_mean, = ax_col.plot(np.arange(N_cols), mean_img.sum(axis=0),\n", + " lw=0.5, color='orange', alpha=0.5, label='mean')\n", + "ax_col.set_ylabel('Col sum')\n", + "ax_col.tick_params(labelbottom=False)\n", + "ax_col.legend(fontsize=7, loc='upper right')\n", + "\n", + "# Row projection (right)\n", + "row_proj = seer_all[0].sum(axis=1)\n", + "line_row, = ax_row.plot(row_proj, np.arange(N_rows), lw=0.8, color='steelblue')\n", + "line_row_mean, = ax_row.plot(mean_img.sum(axis=1), np.arange(N_rows),\n", + " lw=0.5, color='orange', alpha=0.5)\n", + "ax_row.set_xlabel('Row sum')\n", + "ax_row.tick_params(labelleft=False)\n", + "\n", + "title_text = ax_info.text(0.5, 0.5, f'Shot 0 / {N_shots-1}',\n", + " ha='center', va='center', fontsize=11,\n", + " transform=ax_info.transAxes)\n", + "\n", + "plt.tight_layout()\n", + "\n", + "\n", + "# ── Update function ─────────────────────────────────────────────────────────\n", + "def update(shot_idx):\n", + " frame = seer_all[shot_idx]\n", + " im.set_data(frame)\n", + " \n", + " col_proj = frame.sum(axis=0)\n", + " row_proj = frame.sum(axis=1)\n", + " \n", + " line_col.set_ydata(col_proj)\n", + " ax_col.set_ylim(0, max(col_proj.max() * 1.1, 1))\n", + " \n", + " line_row.set_xdata(row_proj)\n", + " ax_row.set_xlim(0, max(row_proj.max() * 1.1, 1))\n", + " \n", + " title_text.set_text(f'Shot {shot_idx} / {N_shots-1}\\nmax={frame.max():.0f} ADU')\n", + " fig.canvas.draw_idle()\n", + "\n", + "\n", + "# ── Slider widget ──────────────────────────────────────────────────────────\n", + "slider = widgets.IntSlider(\n", + " value=0, min=0, max=N_shots-1, step=1,\n", + " description='Shot:', continuous_update=False,\n", + " layout=widgets.Layout(width='80%')\n", + ")\n", + "slider.observe(lambda change: update(change['new']), names='value')\n", + "\n", + "# Play button for animation\n", + "play = widgets.Play(value=0, min=0, max=N_shots-1, step=1,\n", + " interval=200, description='Play')\n", + "widgets.jslink((play, 'value'), (slider, 'value'))\n", + "\n", + "display(widgets.HBox([play, slider]))" + ] + }, + { + "cell_type": "markdown", + "id": "static-peaks", + "metadata": {}, + "source": [ + "## Static peak identification\n", + "\n", + "To find columns with static (non-varying) sharp peaks, compare the per-shot \n", + "column projection standard deviation to the mean. Columns where the mean is \n", + "high but std is low (relative to Poisson expectation) are static artifacts." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "static-analysis", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "c2f5f25419c846feaf7bf7d1ae440d70", + "version_major": 2, + "version_minor": 0 + }, + "image/png": 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\n", + " Figure\n", + "
\n", + " \n", + "
\n", + " " + ], + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "No obvious static artifact columns detected by Poisson criterion.\n", + " Lowest-variability signal columns: []\n" + ] + } + ], + "source": [ + "# Column-wise statistics across all shots\n", + "col_projections = seer_all.sum(axis=1) # (N_shots, N_cols) — sum over rows per shot\n", + "\n", + "col_mean = col_projections.mean(axis=0) # (N_cols,)\n", + "col_std = col_projections.std(axis=0) # (N_cols,)\n", + "\n", + "# For Poisson-like signal: expected std ~ sqrt(mean)\n", + "# Static peaks have std << sqrt(mean) (they don't vary shot-to-shot)\n", + "with np.errstate(divide='ignore', invalid='ignore'):\n", + " poisson_ratio = np.where(col_mean > 0, col_std / np.sqrt(col_mean), 0.0)\n", + "\n", + "fig, axes = plt.subplots(3, 1, figsize=(14, 8), sharex=True)\n", + "\n", + "axes[0].plot(col_mean, lw=0.8, color='steelblue')\n", + "axes[0].set_ylabel('Mean col projection')\n", + "axes[0].set_title('epix_seer — per-column statistics across all xray-on shots')\n", + "\n", + "axes[1].plot(col_std, lw=0.8, color='steelblue')\n", + "axes[1].plot(np.sqrt(col_mean), lw=0.8, color='orange', alpha=0.7, label='sqrt(mean) [Poisson]')\n", + "axes[1].set_ylabel('Std')\n", + "axes[1].legend(fontsize=8)\n", + "\n", + "axes[2].plot(poisson_ratio, lw=0.8, color='steelblue')\n", + "axes[2].axhline(1.0, color='orange', lw=1, ls='--', label='Poisson expectation')\n", + "axes[2].set_ylabel('std / sqrt(mean)')\n", + "axes[2].set_xlabel('Column (spectral axis)')\n", + "axes[2].legend(fontsize=8)\n", + "axes[2].set_ylim(0, 5)\n", + "\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "# Flag static columns: high mean but low relative std\n", + "static_mask = (col_mean > np.percentile(col_mean, 90)) & (poisson_ratio < 0.5)\n", + "static_cols = list(np.where(static_mask)[0])\n", + "if static_cols:\n", + " print(f'\\nPotential static artifact columns (high mean, sub-Poisson variability):')\n", + " print(f' {static_cols}')\n", + "else:\n", + " print('\\nNo obvious static artifact columns detected by Poisson criterion.')\n", + " # Show columns with lowest poisson_ratio that have significant signal\n", + " sig_mask = col_mean > np.percentile(col_mean, 50)\n", + " low_var = np.argsort(poisson_ratio[sig_mask])[:10]\n", + " low_var_cols = np.where(sig_mask)[0][low_var]\n", + " print(f' Lowest-variability signal columns: {list(low_var_cols)}')" + ] + }, + { + "cell_type": "markdown", + "id": "threshold-test-header", + "metadata": {}, + "source": [ + "## ADU Threshold Ringing Diagnostic\n", + "\n", + "The periodic ringing visible in the aggregate column projection likely comes from \n", + "the **ADU threshold interacting with a periodic noise floor**. \n", + "\n", + "The ePix100 readout has banks (~96 px wide). The pedestal/noise level has a slight \n", + "periodic modulation from the bank electronics. A hard threshold (`< 5 ADU -> 0`) \n", + "clips different fractions of the noise tail at different columns, producing a \n", + "periodic bias in the sum that looks like Fourier ringing.\n", + "\n", + "**Test**: compare the summed spectrum with threshold=5 vs threshold=0 (no threshold)." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "threshold-test", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "6668cd7deb8a421d9f809056ce38752c", + "version_major": 2, + "version_minor": 0 + }, + "image/png": 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t1/EvfC4UCgUCAgIcz0OV2p6PvLy8Op+nqttrk5eXB4vFgnfeeQfvvPNOrdtUfViQk5OD6OjoSz+QerrU67thwwan62p7LdRqNcrKyi56nEWLFjnmFF+uBQsWOM1rvtAnn3wCIQTGjx/vNGrglltuwRdffIHjx4+jffv29TpWcXEx8vLy0KVLF8d1CoUCVqu1zvtYLJZLjmapj/qeuxe+Vpdz/sybNw/e3t5YuXIlli1bBrlcjkGDBuHll1+u8X5zqXry8vKgUChqjJqQJAmhoaF1nu9V961tEbuLvRdVl5WVhR9//LHO5/3CD9fqq777zcnJQXh4uMtmrRMREZHrMeAlIiLyYEqlEgsWLMAbb7yBw4cPN/rxqofG11xzDYYOHYpOnTphzpw5GD169EXnjwYFBcFqtSIzM7PWgA84H/JkZGQgMjLS6bb09PSLzt+tCgIvXIDrYsGPq2VmZiIiIsJx2WKxIC8vr0bYVX1RpioBAQHIyMiocX16ejoA1Plc+fn5QS6XY8qUKXV2U8fFxQGwv2aXWtzuclR/fS90qdf3cjz44IM1urPrqyogr43NZnMsVnfhPOYqn3zySY1F+eqybt06WK1Wp8WwQkJCUFZWhnPnztX4ACIvLw/l5eW1hpWN5cJz73LOH4VCgblz52Lu3LkoKCjAb7/9hqeffho33ngjUlJSoNVq611HQEAALBYLcnJynEJeIQQyMzNxzTXXXPS+u3fvrnF9fRdZCwwMRNeuXfHSSy/VevvFzpmG2G9QUBC2b98Om83GkJeIiKiFYsBLRETkITIyMmoNRo8dOwbgykOGqxEQEIB//etfuPfee/HOO+84FkaqzciRI7FkyRK89957WLRoUa3bDBs2DACwcuVKp8Bmz549OHbsGJ555pk69x8SEgKNRoO///7b6frvv//+ch5Sk/riiy/Qq1cvx+WvvvoKFovFKfCry/Dhw/Htt98iPT3d6bX/7LPPoNVqcd1119V6P61Wi6FDh2L//v3o2rUrVCpVnccYOXIk5s+fj02bNjlemwtdTtdy37594eXlhZUrV+KOO+5wXJ+amopNmzZh/Pjxl9xHfYSHhzfK34f169cjNTUVDz/8cK21PvLII/jss8+wePHiSy5QmJycjMcffxx6vd5pxMmIESOwePFirFmzBg899JDTfb766ivHNhdzuZ3kl+Nyzp/qDAYDxo8fj7S0NMyZMweJiYno2LFjvY87fPhwvPLKK1i5ciUeffRRx/XffPMNiouLMXz48DrvO3ToUHz11Vf44YcfnMY0rFq1ql7HHj16NH7++We0bt3aaVzF1arvfkeOHIkvv/wSK1asuOiYBrVa3SivOREREbkeA14iIiIPceONNyIyMhJjxoxB+/btYbPZcODAAbz22mvw8fHB7NmznbYvLS11zMK80IXh36lTp2rdNjIyskYn7YWmTp2K119/Ha+++ioefvjhOlduHzhwIKZMmYIXX3wRWVlZGD16NNRqNfbv3w+tVov/+7//Q7t27fDggw/inXfegUwmw8iRI5GYmIjnnnsOUVFRTsHOhSRJwt13341PPvkErVu3Rrdu3bB79+56hziusHbtWigUClx//fU4cuQInnvuOXTr1g0TJky45H0XLFjgmOE5f/58+Pv744svvsC6devwyiuvQK/X13nft956CwMGDMDAgQPx0EMPITY2FiaTCadPn8aPP/7omHc6Z84crFmzBrfeeiueeuop9OnTB6Wlpfj9998xevRoDB06FL6+voiJicH333+P4cOHw9/fH4GBgYiNja1xXIPBgOeeew5PP/00pk6dikmTJiEvLw/PP/88NBoNFixYcMXPZVP4+OOPoVAo8PTTT9caIE+fPh2zZs3CunXrcOuttzquP3z4sGO+anZ2NrZt24bly5dDLpfj22+/depIHTp0KG655RbMnj0biYmJGDx4MIQQ2Lp1K9544w3ccsstl/wA4HJekytR3/NnzJgx6Ny5M3r37o2goCAkJSXhzTffRExMDOLj4y/rmNdffz1uvPFGPPnkkzAajejfvz/+/vtvLFiwAD169MCUKVPqvO/UqVPxxhtvYOrUqXjppZcQHx+Pn3/+GevXr6/XsRctWoQNGzagX79+mDVrFtq1a4eysjIkJibi559/xrJlyy75Pnk1+500aRKWL1+OGTNm4MSJExg6dChsNht27dqFDh06OMbjdOnSBVu2bMGPP/6IsLAw+Pr6ol27dpddFxERETVDLl3ijYiIiBrMmjVrxOTJk0V8fLzw8fERSqVSREdHiylTpoijR486bTt48GABoM4fs9kshBBi8+bNF93umWeecdpnp06daq1t3bp1AoB4/vnnL/oYrFareOONN0Tnzp2FSqUSer1e9O3bV/z4449O27z88suibdu2QqlUisDAQHH33XeLlJQUp33dc889IiYmxum6wsJC8cADD4iQkBDh7e0txowZIxITEwUAsWDBAsd2CxYsEABETk5OjX16e3vXqPvCx171vH399ddO2yUkJAgAYvny5Rd9HqqO/9dff4kxY8YIHx8f4evrKyZNmiSysrKcto2JiRE333xzrfs5dOiQGDNmjNDr9UKlUolu3brVOHZVTStWrKhx/X333SciIiKEUqkUQUFBol+/fuLFF1902i4/P1/Mnj1bREdHC6VSKYKDg8XNN98sjh8/7tjmt99+Ez169BBqtVoAEPfcc48QQojly5cLACIhIcFpnx999JHo2rWr4xy49dZbxZEjR5y2qeu1qHrumlpOTo5QqVRi7NixdW6Tn58vvLy8xJgxY4QQ5x9/1Y9KpRLBwcFi8ODBYvHixSI7O7vW/VRUVIjFixeLTp06CbVaLdRqtejUqZNYvHixqKioqFe9db0mdZ37tb1WAMTDDz9c6/7rc/689tprol+/fiIwMFCoVCoRHR0t7r//fpGYmOjY5nLqKS0tFU8++aSIiYkRSqVShIWFiYceekjk5+c73Xfw4MFi8ODBTtelpqaK22+/3fF37fbbbxd//vlnvf6+CmF//WfNmiXi4uKEUqkU/v7+olevXuKZZ54RRUVFju3q+vta13NZ3/2WlpaK+fPni/j4eKFSqURAQIAYNmyY+PPPPx3bHDhwQPTv319otVoBoMZzQERERO5LEsJFS/MSERERUa0WLlyI559/Hjk5OQ02d7YuBw8eRPfu3fHjjz9e8VxaIiIiIiJyHY5oICIiImqhNm/ejI8++ggqlQo9e/Z0dTlERERERHQFGPASERERtVDXX3894uLisHz5cpcswkdERERERFePIxqIiIiIiIiIiIiI3JTM1QUQERERERERERER0ZVhwEtERERERERERETkphjwEhEREREREREREbkpBrxEREREREREREREbooBLxEREREREREREZGbYsBLRERERERERERE5KYY8BIRERERERERERG5KQa8RERERERERERERG6KAS8RERERERERERGRm2LAS0REREREREREROSmGPASERERERERERERuSkGvERERORWJEnCgQMHmv2xFi5ciLFjx9Z5+5tvvokhQ4ZcdB//+te/8OSTT17R8Ruaj48PDh06dNX7mTZtGubMmXPF9x87diwWLlx41XU0dyNHjsS7777b5Md98MEH4e/vj9DQ0CY/dmP47rvvEBsb65JjN8Z7VWJiIiRJQkFBQYPu92rNmDGjwd6rXnrpJTz77LMNsi8iIqKWggEvERERNYghQ4ZALpfj77//dlxXUFAASZKQmJh4RfuMjY3Fd9991zAFupnCwkK8/vrr+Oc//+nqUgAARUVF6NKli6vL8Ei1hd6//PILZs6c2aR1/PHHH/jvf/+LhIQEZGZmNumxm7ur/WCiqWzZsgUGg6FRj1Hbh1fLli3Dyy+/3CD7nz17Nj788EOeg0RERJeBAS8RERE1GD8/P8ybN8/VZThYLBZXl3DFPv/8cwwaNAiBgYG13u7Oj42ap4SEBERHR0Ov19d6O885z9DcX0cfHx+MHDkSH3/8satLISIichsMeImIiKjBzJw5E3/++Se2bt1a6+1CCLz22mto3bo1/P39cdNNN+Hs2bO1bnvHHXcgOTkZkyZNgo+PD2bMmOG4befOnejcuTN0Oh1uueUWFBYWAjj/9eXly5ejTZs2iIiIAADs27cPQ4cOhb+/P9q0aYMPP/zQsa99+/bhuuuug06nQ2BgIMaMGeNUR13HAoC9e/eif//+MBgM6NixI7788ss6n5sjR47guuuug6+vL4YOHYr09PSLPpc//PADhg0b5rhc12N74oknEBMTA19fX3Ts2BFff/214z433XQTli1bBsDeESyXy/HUU08BsL8WQUFB2Ldv30XrqFL96+YLFy7EmDFj8Mgjj8BgMCA6Ohpr1qxxbGuz2fD222+jffv28PX1RXx8PP73v//V2Gdt3YYXjmD45ptv0KZNG+j1evzjH/+oEU5dzWt74eNbtmxZna/1mTNnMGbMGAQFBSEmJgYvvvgibDab4/Z33nkHUVFRCAgIwLPPPovu3btjxYoVAIDk5GRcf/31CAoKgp+fH26++WZHV/vbb7+NL774Au+++y58fHzQqVMnAPaO+DfffBMA0K1bN3z22WdO9Y4cORL/+te/ANi7qx955BFER0cjODgYU6dOddReXl6O++67D4GBgdDr9ejcuTP27NlT4/G//fbbeOCBB3Do0CH4+Phg2rRpdZ5zv/76K3r06AG9Xo+ePXvit99+c+xn2rRpeOCBBzB+/HjH4zl8+DCWLVuGyMhIBAUFXXT0xMKFCzF69Gjcf//90Ol0iI+Px7fffuu4XQjhOLcMBgOGDBmCY8eOOW5PTU3FDTfcAJ1Oh169euHo0aNO+7+S56qu1+iLL75A586d4evri+joaDz33HMQQtT52Kqr69ysbQTDnDlzMG3aNKf7f/3114iNjUVAQABmzpyJiooK5OXlYeTIkSgsLISPjw98fHywbds2rFixAt27d8eCBQsQGhqKiRMnoqioCLfeeiuCg4Oh1+sxaNAgHDx40OkYX375Jbp16wadToeYmBisWLEC3333HRYvXoyffvrJcYyq1716h/PF3hsv9f4BAMOHD8cPP/xQr+eSiIiIAAgiIiKiBjB48GDxxhtviMWLF4u+ffsKIYTIz88XAERCQoIQQohPP/1UhIeHi7///luUlpaKuXPnig4dOgiz2VzrPmNiYsS3337rdB0AMWTIEJGZmSny8/NFjx49xIIFC4QQQiQkJAgAYuzYsSI/P18UFxeLjIwM4e/vL9asWSMsFos4dOiQCAsLE7/99psQQoi+ffuKF198UVitVlFWViZ+//33eh0rPz9fBAQEiLfffltUVFSILVu2CG9vb7F9+3YhhBALFiwQt956qxBCCLPZLFq1aiWefvppUV5eLv7880/h5+cnBg8eXOfzGRQUJDZu3Oi4XNtjE0KIlStXiqysLGGxWMSXX34p1Gq1OHv2rBBCiJdffllMmDBBCCHEd999J1q3bi369OkjhBDiwIEDws/PT1it1jpruPB5379/v+OxKZVKsWrVKmGxWMSnn34qfHx8hNFoFEII8dZbb4m4uDixd+9eYbPZRFJSkjh69KgQQoh77rlHzJ49WwghxObNm4Ver3c6zq233up4jk+ePClUKpX44YcfhNlsFu+9956Qy+WO26/mta3t8dX1WpeUlIiYmBjx+uuvi/LycpGUlCQ6deokPvroIyGEEL/99pswGAxi165dory8XDz33HNCoVCI5cuXO167n3/+WZSWlorCwkIxfvx4MWLECMexqz8nVar+PgkhxL///W+n7TMzM4VSqRTJyclCCCHuuOMOMWnSJJGfny+KiorEnXfeKe6++24hhBDvv/++6Nmzp8jPzxc2m02cOHHCcb8LLV++XHTr1s1xubZz7vTp00Kj0YhvvvlGmM1m8fXXXwsvLy/HOXfPPfcIX19fsXXrVmE2m8XUqVNFXFycmDt3rigvLxe//vqrUKlUIjMzs9YaFixYIORyuVi2bJkwm83ihx9+EGq1Wpw+fVoIIcR//vMf0bVrV3Hy5ElhNpvFW2+9JVq3bi3Ky8uFEEIMHDhQTJ06VRQXF4tjx46J2NhYERMT49j/lT5Xtb1GP//8szhx4oSw2Wxi//79Ijg4WKxcudJxe/W/Mxeq69yses7z8/Md286ePVvcc889TrePHDlS5Ofni7S0NNGtWzexcOFCIUTtf6eWL18u5HK5WLRokSgvLxfFxcWisLBQrF69WhQVFYnS0lIxa9Ys0bZtW2Gz2YQQQvzwww/C399fbNy4UVitVpGVlSX27dvneI2q3tuqVH9+6vPeeLH3DyGE2Lt3r1CpVLU+d0RERFQTO3iJiIioQc2ZMwdJSUm1zs79/PPPMWvWLHTp0gUajQaLFy9Gamoqdu/efVnHePLJJxESEgKDwYDbb78df/31l9PtCxYsgMFggFardYw6mDBhAuRyOTp37ox7770Xq1atAgAolUokJSUhPT0darUagwYNqtex1q1bh6CgIPzf//0flEolBg8ejMmTJ+PTTz+tUe+OHTuQm5uLhQsXQqVSoW/fvpg4ceJFH2N+fj50Ol2N66s/NgC46667EBwcDLlcjjvvvBPt27fHn3/+CQAYOnQotmzZAgDYtGkTZs+ejTNnzsBoNGLTpk0YPHgwZLIr++dgz549MWnSJMjlckyZMgUVFRU4efIkAOC9997DwoUL0atXL0iShOjoaHTo0OGyj7F69WoMHz4cY8aMgUKhwIwZMxAfH++4/Wpf2wvV9Vr/9NNP8PPzw6OPPgqVSoXo6GjMnj3bcZxVq1bhrrvuQp8+faBSqfDcc8/B29vbsd/Y2FiMHDkSGo0GOp0OzzzzDLZu3erUAXwxd911F37//XekpaU5jjdw4EBERUUhJycH33zzDZYuXQqDwQBvb28sWrQIa9asgdVqhVKphMlkwrFjxyCEQNu2bREVFVX/FwHO59zq1asxZMgQ3HbbbVAoFBg/fjwGDBjg1KE5atQoDBw4EAqFAhMnTkRSUhJeeOEFqFQqXH/99dDr9RddsK9t27aYPn06FAoFxowZg6FDhzr2/5///AeLFi1CfHw8FAoFZs2ahdLSUuzatQspKSnYtm0b/v3vf0Or1aJ9+/ZOnf8N/VyNHDkSbdu2hSRJ6N69OyZNmuT4+3Ypl3tuXmjhwoUwGAwIDw/HvHnz8Pnnn190e71ej2eeeQYqlQparRY6nQ4TJ06Et7c3NBoNnn/+eZw8edLxzYJ3330Xs2fPxrBhwyCTyRAcHIwePXrUq7b6vDde7P0DAHQ6HSoqKlBSUnJZzwsREVFLxYCXiIiIGpSXlxcWLFiAp59+Glar1em21NRUpxXt1Wo1wsPDkZqaelnHCA0NdfzZ29sbJpPJ6fbo6GjHnxMTE/Hzzz/DYDA4ft5++21kZGQAAD755BOUlZWhV69eaN++PZYuXVqvY134WACgVatWtT6W9PR0hIeHQ6lUOq6LiYm56GP08/OD0WiscX31xwYAb7zxBjp16gS9Xg+DwYDDhw8jNzcXgD1EKS8vx5EjR7Bp0yaMGDECAwYMwLZt27Bp0yanERCXq/rzIkkSvLy8HM9NUlKSUxB7pdLT02s8T9UvX+1re7HHVP21TkxMxOHDh52O89hjjzkWgUpPT3cKApVKJcLCwhyXc3JyMHnyZERFRUGn02HQoEGoqKiocd7WJSwsDMOGDcMXX3wBAPjss88wdepUR202mw2tWrVy1HbNNddAJpMhMzMTU6ZMwbRp0zBjxgwEBgZi2rRpjvOjvqqfc/U576s/j1qtFr6+vo4PJKquKyoqqvN4tb3mVeF2YmIi7r77bqfXIj8/H6mpqUhPT4dGo0FwcHCt+2ro52r9+vXo16+fY6TDsmXL6v3cXu65eaHqj6v681OXiIgIpw9zSktLMXPmTMTGxkKn0zle06r6r+bv8OWeIxe+fwCA0Wh0hNFERER0aQx4iYiIqMHdf//9sNlsNbpZIyMjHbNHAaCiogLp6emIjIysdT9X2l1a/X5RUVEYN24cCgoKHD8mkwk///wzAKB169b47LPPkJmZiY8++giPP/54jY7g2lz4WAD7IlW1PZbw8HCkp6fDbDY7rktOTr7o/rt3747jx49f9LFt374dCxcuxGeffYb8/HwUFBSgc+fOjjmgcrkcAwcOxJo1a5CXl4cOHTpg2LBh2LBhA7Zu3YqhQ4de8nFeiZiYGJw+ffqS2/n4+KC0tNRpbmlVOAvYn7ekpCSn+1R/3hrrtb1QVFQUevXq5XQco9GII0eOOOpMSUlxbG+xWJwex7x581BSUoJ9+/bBaDQ6ZlRXPe76nOdTpkzB559/jsOHD+PkyZO4/fbbHbXJZDKkp6c71VdWVoaIiAgoFAo8/fTTOHjwII4dO4bk5GQ8//zzl/X4q9d3Oef9lartNa+a/xsVFYWvv/7a6bGWlJRg0qRJCA8PR1lZGbKzs53uW+VqnqsLX6OKigrcdtttmD59OtLS0lBYWIgZM2bUewZvXedm1Uzb6p2r1c+l2p6j6s9PXefShde/9tpr+Ouvv7B9+3YYjUbHa1pV/8X+Dl/qfG2Ic+To0aPo3r17vbcnIiJq6RjwEhERUYOTy+V46aWXsHjxYqfr7777bixduhRHjx5FeXk5nn32WURERKBPnz617ickJARnzpy5qlqmTJmCTZs24ZtvvoHZbIbZbMaBAwccC0199tlnyMrKgiRJ8PPzg0wmg0KhuOR+R40ahezsbLz77ruwWCzYtm0bVq1a5eisrO66665DQEAAXnjhBVRUVGDXrl01FhW60JgxY7B58+aLbmM0GqFQKBAUFASbzYZPPvkEhw8fdtpm6NCheOuttzBkyBAAwLBhw7B8+XJoNBp07tzZsd20adNqLOR0paZPn47nn38eBw4cgBACycnJTgthVWnbti2USiVWrVoFq9WK1atXY//+/Y7bJ0yYgI0bN2LdunWwWCz48MMPnb7G3Viv7YVGjx6NrKwsvPvuuygrK4PVasWJEyccX8efNGkSVq1ahb1798JsNuPFF19EcXGx4/5GoxFarRYGgwF5eXk1AtaQkJA6FxusMm7cOCQlJeHxxx/HuHHjHEFgaGgoxo4di0ceecTRfZmZmelYmGzTpk04cOAALBaL4+v4V/IcVJk4cSK2bNmC77//HlarFWvXrsW2bdtw5513XvE+L3Ty5El8+OGHsFgsWLduHTZt2uQYafLwww9j/vz5OHHiBAD7c/v999/DZDIhKioK/fv3x1NPPYXS0lKcOHEC77//vmO/V/NcXfgalZeXo6ysDAEBAVCr1di1a5djZEd91HVuBgYGIjo6Gp9++ilsNhs2b97s+MCiukWLFqGgoADp6elYsmQJ7rrrLkedJpMJOTk5Fz2+0WiERqOBn58fioqK8PTTTzvdPn36dLz11lv4/fffYbPZkJ2d7fi7GRISgqSkpBrf0KhyOe+Nddm0aRNGjx5d7+2JiIhaOga8RERE1Chuv/12tGnTxum6qVOn4v/+7/8wevRohIaG4uDBg/jxxx/rDJyefvppLF26FH5+fpg5c+YV1REREYH169fj/fffR1hYGEJCQvDwww87xh/89ttv6NatG3x8fHDLLbfg3//+N7p163bJ/fr5+eGXX37BypUrERAQgAcffBDvvfceBgwYUGNbpVKJ77//HuvXr4e/vz+eeuop3HfffRfd/5QpU/D7778jLy+vzm1uuukm3H777ejSpQvCw8Nx5MgR9O/f32mboUOHwmg0OsYxdO7cGV5eXjW6d5OTk2vc90rNmjULDz30ECZMmABfX1+MGDGi1o5lnU6HDz/8EE899RQCAgKwfft23HjjjY7b27Vr55jbHBAQgF27duGmm25y3N5Yr+2FfHx88Ntvv2Hjxo2IjY1FQEAAJk+e7BjRMGLECCxYsABjx45FaGgoLBYL2rZtC7VaDQB4/vnncfr0afj5+aF///4YOXKk0/4feOABpKWlwc/PD127dq21Bq1Wi9tvvx3r16+vEZStWLHCMW5Ap9Nh4MCBjk7lrKwsTJo0CQaDAXFxcdDr9ViwYMFlPwdV2rRpg7Vr12LBggXw8/PDokWL8O2336JVq1ZXvM8L3XTTTdi5cyf8/f0xe/ZsrFy50jEu4JFHHsG0adNw2223QafToUOHDk7B6qpVq5CSkoLg4GBMnjy5xt+zK32uLnyNfH198Z///AcPPvggdDodXnrppUvO1a7uYufmJ598guXLl0Ov1+P999+vNTy/9dZb0b17d3Tu3BnXXnutI6Bt164d7r//fnTo0AEGgwHbt2+v9fhz586FXC5HSEgIOnfujL59+zrdPnbsWLz++ut4+OGHodfrcc011zjmJt9xxx3Q6XQIDAyEwWCose/LeW+sTXFxMX7++Wc88MAD9dqeiIiIAEnU93tERERERNSklixZgoKCArz88suNepzy8nJ07doVhw8fdpoTTFemoqICAQEB+OWXX+odapHdwoULceDAgVoXaaSWYfHixSguLsZLL73k6lKIiIjcxpV/P4uIiIiIGtW8efOa5DhqtdrxlXe6MmvXrsXIkSNhs9nw7LPPwt/fv87RI0RUtwvHRRAREdGlcUQDEREREdFV+vzzzxEWFobw8HD89ddf+P7776FSqVxdFhERERG1ABzRQEREREREREREROSm2MFLRERERERERERE5KYY8BIRERERERERERG5KQa8RERERERERERERG5K4eoCPJXNZkN6ejp8fX0hSZKryyEiIiIiIiIiIqJmSAgBk8mE8PBwyGSX34/LgLeRpKenIyoqytVlEBERERERERERkRtISUlBZGTkZd+PAW8j8fX1BWB/YXQ6nYurISIiIiIiIiIioubIaDQiKirKkSdeLga8jaRqLINOp2PAS0RERERERERERBd1pWNeucgaERERERERERERkZtiwEtERERERERERETkphjwEhEREREREREREbkpBrxEREREREREREREbooBLxEREREREREREZGbYsBLRERERERERERE5KYY8BIRERERERERERG5KQa8RERERERX6PvdCbDabK4ug4iIiIhaMAa8RERERERXwGoTeHf9UeSZyl1dChERERG1YAx4iYiIiIiugNlq79y12YSLKyEiIiKilowBLxERERHRFbBUBrxWwYCXiIiIiFyHAS8RERER0RUwW9jBS0RERESux4CXiIiIiOgKVI1oEOzgJSIiIiIXYsBLRERERHQFHDN4me8SERERkQsx4CUiIiIiugJVIxqsTHiJiIiIyIUY8BIRERERXQGLo4OXAS8RERERuU6LDHi3bt2KMWPGIDw8HJIk4bvvvnPcZjab8eSTT6JLly7w9vZGeHg4pk6divT0dNcVTERERETNDmfwEhEREVFz0CID3uLiYnTr1g1Lly6tcVtJSQn27duH5557Dvv27cPatWtx8uRJ3HLLLS6olIiIiIiaK3bwEhEREVFzoHB1Aa4wcuRIjBw5stbb9Ho9NmzY4HTdO++8gz59+iA5ORnR0dFNUSIRERERNXMVVs7gJSIiIiLXa5EdvJersLAQkiTBYDC4uhQiIiIiaibOd/C6uBAiIiIiatFaZAfv5SgrK8NTTz2FyZMnQ6fT1bldeXk5ysvLHZeNRmNTlEdERERELmK2cAYvEREREbkeO3gvwmw2484774TNZsO777570W2XLFkCvV7v+ImKimqiKomIiIjIFSxWe7BrYwsvEREREbkQA946mM1mTJgwAQkJCdiwYcNFu3cBYN68eSgsLHT8pKSkNFGlREREROQK5qoZvOzgJSIiIiIX4oiGWlSFu6dOncLmzZsREBBwyfuo1Wqo1eomqI6IiIiImoOqgJcdvERERETkSi0y4C0qKsLp06cdlxMSEnDgwAH4+/sjPDwc48ePx759+/DTTz/BarUiMzMTAODv7w+VSuWqsomIiIioGXEEvOzgJSIiIiIXapEB7969ezF06FDH5blz5wIA7rnnHixcuBA//PADAKB79+5O99u8eTOGDBnSVGUSERERUTN2fpE1FxdCRERERC1aiwx4hwwZctHVjrkSMhERERFdioUjGoiIiIioGeAia0REREREV4CLrBERERFRc8CAl4iIyMP9fiQdS3857OoyiDwOF1kjIiIiouaAAS8REZGHSztXjLNZRleXQeRxqgJeNvASERERkSsx4CUiIvJwRWVmFBZXuOTYsz7+A1kFJS45NlFjc8zgZcJLRERERC7EgJeIiMjDFZdZUFDS9AGv1SZwMr0AhS44NlFTMFsqZ/ByRAMRERERuRADXiIiIg9XVGZGUZnZ0W3YVEylFRBg+EWey2K1n9vs4CUiIiIiV2LAS0RE5OGKys0AAGNp03bSVnXuMuAlT3V+Bi/PcSIiIiJyHQa8REREHq6kzAIA9Z7Da26gTt+qgJfdjeSpzI4ZvC4uhIiIiIhaNAa8REREHq6qg7c+s3DNVhvufP03ZBeWXvVxqwJldvCSp6oKeHmOExEREZErMeAlIiLyMGarDYeSzzkuF5dZoFLI6rXQWvq5YhSVmZGSV1Tr7UVlZpzKKKxXHQUuHNFwPC0fP+9LbvLjUsticXTwMuAlIiIiItdhwEtERORhDiTkYvE3+wDYZ4MWlZkR5qetVwdvcq492M3ML6n19s2H0/HC13/Va+aosWpEgwsC3n1nc7H5cFqTH5daFrOFM3iJiIiIyPUY8BIREXmYXFMZCoorYBMC5WYrrDaBCH/ves3gTakMeDPqCHgzC0qQVVjqCIIv9OPeJJzNMgJw7SJrhSUVMJaYm/y41LI4ZvByRAMRERERuRADXiIiIg+TayyDTQiYSs0oqlxgzd7BW37J+6bkFsFHo0RmQe0zeKuC392nsmu9/ce9idh7JgdA9YDXHoIVl5nx8IfbUGGxXt4DugKFJRUwltZvUTmiK2Wx2qCUy2BlBy8RERERuRADXiIiIg+TayoDABQUl6OozAytSgE/H3W9RzT0bh2EzII6OnjzS9CrVSB2n7YHvBsOpmLb0QwA9q+pZxaUIqvyvgWVgXJVc6OpzIzTmcZ6z/C9GvYO3gp+dZ4aVYXFBrVShsrPMIiIiIiIXIIBLxERkYfJNVYFvBUoLjfDW6OAQXvpgNcmBFLyitGnTZCjU1cIgdTKBdeEEMgoKMGY3rE4kpKP42n5eGvdIces24LiCpSbrcgqtHf/Vo2EqOrgrRrVcLjaAnCNpaC4AhabQEmFpdGPRS2XxWaDWinnBwlERERE5FIMeImIiNzQzA+24WR6Qa23nQ94y1FcZoGPRgm9VoWCS8zgzSkshdliQ6/WQSgqM8NUasbh5HN46INtMFttMJWZUVJuQddYf0QGeOOZVbsRE+SDlLxiAEBGZedu1QJthSUV9q+vVwa7TRnwVo2j4Bxeakxmiz3gtTHgJSIiIiIXYsBLRETkZqw2GxKyTUjINtV6e66pFMF6LxSUVKCozAxvjRJ6b9UlO3hT8ooR7qeFwVsNXy8lMgtKcCAxDxUWGxKzTcjML4Feq4K3Wonr4kOg06rw2C3dkJFfAqtNIDO/BDovJbIKS2ETAsaSCvj7qB3hV9VCVEdS8msNxBKzTTiUlHeVz46907iqe7g+YymIrpTFKqBWyLnIGhERERG5lMLVBRAREdHlySm0L6JWNUahurIKC4rKLOgSHYCC4nLIJMBHrYBeq4KptAI2ISCTpFr3m5xbhKhAHwBAmEGLzPwS/J2UBwnAyfQC+GiUCDVoAQB3D47H+L6t4K1RQAiB7MJSZBaUoGtMALYfz0T6uWJYbAJ+PupqHbw2aNUK2IRAYrYJrUJ0Tsdfty8JOYVl6BITcFXPT0m5BRabQKBOAyMDXmpEZqsVKoWci6wRERERkUuxg5eIiMjNVC2AVlvAm2sqg1IuQ3SgDwqKK1BUZoG3RgmDVgWbAEyldY8sSMktQnRlwBvqp0VSjgnHUgvQv30oTmYUIrOgFKEGLwCASiGHTquCXCZDmJ8WqXlFyMgvQUyQL/x91DiZXgiFTIKvl9JpRINKIUOHSL9axzQkZpuQYyx1XF678yz2VC7mdjkKSiqgkEkIM2jZwUuNymwVlYusMeAlIiIiItdhwEtERORmHLNuC2oJeI1lCNRpYPBRo7C4HMVl9kXWNCoF1AoZCovL69zvhR28mw+nQ69VYUincJxKL0RmQQlC/bQ17hcZYJ/Dm1lQgjA/LUL0XjiRXgC9twpySXKEX1abgFwmoXOUf42AV1R29eZUzg8GgK3HMrD5cLrj8pxP/sCJOuYOV1dYUgGdVuXoWiZqLFUzeNnAS0RERESuxICXiIjIzWTml6BViK7WDt4cYxmCdBoYtCrHDF4ftRIAoPdWo7CkAn8cz8RrPxzE8k3HkV1o75gtLjfjTGahY2xCqJ8WqeeK0TXGH23D9UjINiEpx4SwWgNeb6TmFTk6fEMMWnvAq1VDLpOcOnjlMhm6xwVg9+lsrNp2CgWVgXNBcQWMpWYUllSgzGwFAGQVlDqC4Iz8EhxLK8CBhNxLPj+FxRUweKuh01567jDRlbLaBGxCQKXgImtERERE5FoMeImIiJpI9fEDVyOzoBTd4wJQWFKBknKL0215pjIE+Gpg8FY7jWgAAINWhcyCUrzx099QK+U4llaAN9cdAgD8/Fcy4oJ1aB1aGfBWztrtFhuAYL0XfL2UOJqSjzBD7QFvYrYJOYWlCK3s4D2TaYReq4JMJrsg4JXQKcofT9/WE/sTcvHk57sAAIk5JoQavKCUy5BrLEW52YpzReXIKixFdmEp9lcGuyfSCmp9TsrMVuw8mQUAKCwph76yg9d4kZEURFfDYrUBANQKGWfwEhEREZFLMeAlIiJqIjM/2IazWcar3k9WQQnahumhVStqjGnINZUh0FcDg7cKBcXlKC43w0djX1NV763C6j9OI9LfGw/f1AnPju+JE2n52HkyC9/uTsCEfq0d+6nq1O0aEwBJktA2XA+B88FvdZEBPjieVgCFXIYAXw1C/bSosNig16ogl0mO7karTUBeucBbn/hgPD/xGqTmFSH9XDESs02IDdYhSK9BdmEZsgpKoFbI0DZMj8PJ57A/IRc94gJxvHJEgxACu05lQVTue+fJLCxZux82IVBQXAG9VgWdl5IdvNRoqgJelVLOGbxERERE5FItMuDdunUrxowZg/DwcEiShO+++87pdiEEFi5ciPDwcHh5eWHIkCE4cuSIa4olIiKPYLHaYCw141xR3TNw68s+CkGLMIMWmReMaaga0eDnrUZxuQX5ReWODl69VoXUvGJMHhgPSZKg81Jh8sB4LF67H95qJa5tG+zYT6jBCy/ffS3C/b0BAPFhesgkCUF6TY16IgO8YbUJhBi8IJMkhOjtC7EZvFUXjGiwQSaTHPfTqhXoHOOPPWdykJhjQmyQD4J0XsgxliKzoBQhBi06x/jjUPI5HEjIxYR+rZFfVIEcYylOpBdg/uq9SMw2AQCOpxWgzGxFZn4JCksqYPBWQadVwciAlxqJuTLg1XAGLxERERG5WIsMeIuLi9GtWzcsXbq01ttfeeUVvP7661i6dCn27NmD0NBQXH/99TCZTE1cKREReYqiMvuogKsNHMvMVuQXlyPUoEWon9ax4FqVXGMpAnVe0GmVkACk55fAu3IGr8FbjTahOlzTJsix/ZjeMQjWaTBpQBvIpPPhqyRJ6B4X6LjcMdIPEf5ayGU1/+mg16rgo1E6untDDPaAV+elgqxawGsT9hEN1V3TOhh7TmcjKduE2GBfBOu8kFNYal/QzeCFLlH+2Hw4DRarQLdYf8QG++J4WgE2HbIvvvZ3Uh4A4FhqPgAgMduEwpIKx4gGdvBSY6mw2ANepVzGGbxERERE5FIKVxfgCiNHjsTIkSNrvU0IgTfffBPPPPMMbrvtNgDAp59+ipCQEKxatQrTp09vylKJiMhDmCpnwRpLry5wzCoogVoph8FbhVCDFzLyS2AsqcAL//0LM2/shDxTOQJ8NZDLZI5FxqpGNIzrE4fRvWIgVQtyVQo53p8xuEbweqHerYPQ/t7+td4mSRKiArwdYx2CKzt49d4qZBeWwmqzB2FVM3iru6ZNED7dcgIySUJskC+Sc4qQbSxFSYUFIQYtOkX7o7TCiuvahkAuk6F9hAFHU/Kx5Ug6erUOwsGkcxjZMxpnMo1oH2FAQrYJBSUV6BTlZ+/gvcrnm6guFqsNCpnk1KVOREREROQKLbKD92ISEhKQmZmJG264wXGdWq3G4MGD8eeff9Z5v/LychiNRqcfIiKiKuc7eK9u0a+qzlZJkhDmp0VmQQl++isJidkmPL1qN/KLyxGks49R0GtVAOAY0RCo0zhC2OouFe4C9hDX10tZ5+3Xtg1B15gAAPbQOMBXXbnImuSYT2oPeJ3/6REd6AM/bzUqLDZEBHgjSO+FHGMZMgtKEeanhV6rQkyQD3q2sncTtwvX45f9yVAqZLhrYBv8nZSHUxmF0KoV6NcuBAnZJhQWVy6y5qWCscTsmNNL1JDMVhuUChlkksQOXiIiIiJyKQa8F8jMzAQAhISEOF0fEhLiuK02S5YsgV6vd/xERUU1ap1ERORerraDt8JihRDCMX8XsC94lpxbhB/2JOGft3bHkM7hUMplMHirAdhn4AKAj6buYLahTBrQBoM6hjkuz7ihE7rFBlwwg7dmB68kSejdJgiRAd5QKeQI0mmQXViKrIISx+N84c5rMLKH/f+r7SP8UFphxdBO4WgXboDFasMv+1LQIcKAuGAdErKNlTN41dBpVbAJgeJyS6M/fmp5LFYbFHIZZDKJHyIQERERkUu1yBEN9VH966uAfXTDhddVN2/ePMydO9dx2Wg0MuQlIiIHU2Wwe6UzYV/87z5YbAIhei9H8Bnmp0VWQSmiA31wTZsgXNMmCLdeE+sIUauCXm910//vvirslcskWCvDL1stAS8A3NwzBu3CDQDs4x1yCkuhVMgQWjnLN8Rwvus4KtAHkf7euL5bJBRyGTpF+WPT4TRMGdwWscG+SD9XDLlMBr1WBS+VHAqZhMKSCmw6lAYfjRLDukQ08iOnlsJstUEpr+zgtbm6GiIiIiJqyRjwXiA0NBSAvZM3LOx8J1J2dnaNrt7q1Go11Gp1o9dHRETuyTGi4Qo6eIvLzPjrTA5ig33x15kcTL++AwB7GCoBGN+3leNDyNBqYajBWwWNUg6F3HVf2Kk5oqFmwNs6VIfWoToAQJDOC+UWG8otNqfHUkUuk/Dxw0Mcl7vGBGDvmRx0iDQgSKeBl0qB4nIL9N4qSJIEnVaFguJyrP7jNABgYMcwKF34fJDnMFuFfUSDjCMaiIiIiMi1+BvOBeLi4hAaGooNGzY4rquoqMDvv/+Ofv36ubAyIiJyZ6ZSM3ReyiuawbvnTA4iArzx2rR+uKlHFLrF2ufRqhRyLLrzGgyvoyvVoFU3yXiGi5FL1Uc02C4571erVsBHo4CPRumYHXwx3ePsYyDahhkgSRJig30hkyTH49ZrVdh5MhsVFhu8lApsPpwGIQTW7kpARn7J1T9AarHMFhuUMhlkErjIGhERERG5VIvs4C0qKsLp06cdlxMSEnDgwAH4+/sjOjoac+bMweLFixEfH4/4+HgsXrwYWq0WkydPdmHVRETkzkxlZkT4eyPHVHbZ9915Mgt924ZAo5Tj0dFdnW7rEx9c5/0M3ipoXTCeoTrZJWbw1iZI51Wv7QCgbZgeH8wY5HicccG+SD9XAlllR7NOq8L6Ayno3z4U7cIN+O+OsziTacQPexJxKCkPCyb0vsJHRi2dpdoia5zBS0RERESu1CI7ePfu3YsePXqgR48eAIC5c+eiR48emD9/PgDgiSeewJw5czBz5kz07t0baWlp+PXXX+Hr6+vKsomIyI2ZSs0I9/eGsZ4zeNf9lYSXvtmHMrMVe05no2+7uscE1aVtuOGiAXBTkFf7+rrVJiCTXfqfHkHV5gxfiiRJiAzwcVyODdZBr1U5Luu8VCgsqcCgjmEY0TUCxhIzth/PxGvT+uGvs7k4kV5weQ+IqJK52iJrHNFARERERK7UIjt4hwwZctFOC0mSsHDhQixcuLDpiiIiIo9zIr0AYQYtdFoVTGVmtA83oMJiQ5nZCo1SftH7bjyUhrNZRjz+6Q6oFHK0rVyE7HLEh+kRH6a/wuobhlwmc+7grUdjbkygzyWfn7oM7hSGqEBvx2WdVgmdlxLdYwMgl8mwcGIv+HmrEWLQ4tZrYvHp5hNYfNe1V3QsatmcF1ljwEtERERErtMiO3iJiIiawjs/H8aWI+kAAFNpBcL8tJCAS3bxFpWZcSy1AP+e2hel5Rb0bRfiGDngbmQSnBZZq08H733D22PyoPgrOp7OS4XulTOKAfvIhhu7R0Feedz2EX4IqewOvqNfKxxLK8Dh5HNXdKy6fLLp+BUtpkfuxWyxQSGX7DN4me8SERERkQu5TcDbqlUr5OXl1bi+oKAArVq1ckFFREREdRNCIP1cMbILSwEARaVm6LUq+HopUXiJgHd/Qi4iA7wRH6bH0n8MwIPXd2yKkhtFjQ7eeszWlUlSgwXaY3rH4oERHWq9TeelwpheMfjqzzMNcizA/rqv3ZmAs1nGBtsnNU9mqw1KhRwyGWfwEhEREZFruU3Am5iYCKvVWuP68vJypKWluaAiIiKiuplKzSgutyCrMuA1lZnh66WEzkt1ye7Ov87koHfrIACAl0pxxeMKmgO50yJrtnovntZUxl4bi/0JuUjMNjXI/srNVpitNhQUs4PX01msNihl9g8jOIOXiIiIiFyp2c/g/eGHHxx/Xr9+PfT687MErVYrNm7ciNjYWBdURkREVLf0/BIAQHZhKYQQMJWa4aNRQqdVwVhSgXKzFe9vOAq9lwrtIw24Nt6+iJoQAn+dzcXsm7u4svwGI5dJsNlsAOyjGppbwOvvo8GIrpH46s8zeGJs91q3OZCYi02H0jB3TLdL7s9YagaAS3Zpk/uzd/BWLrLGGbxERERE5ELNPuAdO3YsAPvCZ/fcc4/TbUqlErGxsXjttddcUBkREVHdMvKLoVLIkF1YitIKK6w2AV8vFXReShhLzTieVoCtRzPQr10IXv72AB66sROu7xaJlNwiFBSXo0u0v6sfQoOQySTHfNL6jmhoauP7tsL0ZVtx//D2CPDVwFhagf/uOIv7hrUHAJxIK8DOk9kQQkC6xOiIqmC3oLi80esm17JYbVBULrJmZQcvEREREblQsw94q7p+4uLisGfPHgQGBl7iHkRERK6XkV+CjpF+OJCYh3NFZZAAeGsUjg7ekxkF6BLtj7ljumFY5wjMX7MXGfkl2HwkDdfGB0PtxmMZqqvewdtcA94If2+0Dddj58ks3NwrBtuPZWLNH2cweWA8NEo5MgtKUVhSgfzicvj7aC66r6rxG+zg9Xxmiw3KyoCXHbxERERE5EpuM4M3ISGB4S4REbmN9MqAVymXISHLBG+NEjJJgl5rn8F7Mr0QbcMNAIDucYGYNaozdpzMwuQB8XhqXA/XFt+AnGbwCgG5rHn+06Nv2xDsOJkFANhxIhMAkFk5ZqNqjnJidtEl92MqsY9o4Axez2d2dPACbOAlIiIiIldqnr9l1eH333/HmDFj0KZNG8THx+OWW27Btm3bXF0WERFRDRn5JQj390agToMzWUb4eikBAL5eKhhLzDiVUYi2Yefnyo/oGon3HhyI67tFQiF3q/89X5RMqr7IWvPs4AWAvu1CcCAhD3mmMuxPyIPOS4n0/GIAQHZBCbQqBRKzjZfcT1UHL0c0eD6z1QZV1QxeJrxERERE5EJu8xvkypUrMWLECGi1WsyaNQuPPPIIvLy8MHz4cKxatcrV5RERETnJyC9GuL8WIXovnMkshK/GHvDqtUqk5hUhI78E8eH6S+zF/cmrhV9Wm63ZBryRAT4IMXjh/V+PItxfi87R/sjIL4EQAlmFpejVOhCJOaZL7sdYaoa/j5ojGloAi1VAKZdB4ogGIiIiInIxtwl4X3rpJbzyyitYs2YNZs2ahdmzZ2PNmjX417/+hRdeeMHV5RERETmUm63IM5UjzE+LYL0XTmee7+DVealwOtOIMD8tdF4qF1fa+KqPaLDZBGTNNOAF7GMafj+agf7tQhHmp0VGfgkKiitQYbGhT3wwErLtAe/XO85g7c6zjvsl5ZhQXGYfzWAqrUB0oA9HNLQAVSMa5FxkjYiIiIhczG0C3rNnz2LMmDE1rr/llluQkJDggoqIiIicicqQJyO/BBqlHH7eaoTovXCuqBy+lWGuTmv/b/XxDJ7MXUY0APYxDQDQr30owvy8kZFfgqzCEvj7qNE2zICknCKYrTas3ZmA/Qm5jvu9/uPf2HgoDQBgLKlAVKAPisrMsFhtLnkc1DTM1spF1mQSZ/ASERERkUu5TcAbFRWFjRs31rh+48aNiIqKckFFREREzj7//RSWrN2P9PxihPlpIUkSgg1eAAAfjQLA+YC3JYxnACpHNDgFvM33nx4dIv3wxK3d0CZU5+jgzSwoRYjeC5EB3rBabfhxbxIKisuRkmefzyuEQFKOCdmVC7EZS82ICvQBAI5p8HBmS9UiaxzRQERERESupXB1AfX12GOPYdasWThw4AD69esHSZKwfft2rFixAm+99ZaryyMiohZICAGLzT6HEwD2nMnG6QwjknJMCPPTAgCC9faA19HBWzmqoW2YoekLdgG5TOY2HbwyScLwrpEAgDA/LbIKSpCRX4JgvRcUchmiAn3wxdZTuKF7FNbvT0GFxYqC4gqUVlirBbwV8PdWw0ejQEFxBQJ8Na58SNSILFYblAoZZDJwkTUiIiIicqnm20ZzgYceegirV6/GoUOHMGfOHMyePRuHDx/GmjVrMH36dFeXR0RELdDGQ2mYt3IXAPvc3TOZRjwxthuSc4scAW+I3v7fqhm8vl4qDO8SgXYtpINXJoPbBLzVhei9YBPAkZRzCDHYX8PYYF8Ul5kxqX8baFRypOUVIzm3CACQbbQHvKZSM3y1Shi0XGjN09lHNEhOY0iIiIiIiFzBbTp4AWDcuHEYN26cq8sgIqIWTAgBSbKHlAcS8nA4+ZzjK/t6rQpDOoVDpZA7At5AnQYSAB+NPeCVyyQ8Mba7i6pvenKZzNHd6E4Br0IuQ7Beg0NJ53BdW/ts3rZhephKzQj10yIqwAcpecXINZbC4K1CTmEZAPsMXp2XCnpvFQqKy135EKiROWbwSpJj/jYRERERkSu4VcALABUVFcjOzobN5rxwSXR0tIsqIiKiliI5twhPrdyJT/9vGJRyGY6knoNCLsPeMznIM5WjQ6QfJElC//ahjvso5TL4+6rhWxnwtjRy2fnuRpvN5jYBLwCE+mkdM3gB4NY+cRjdOwYAEBXog5TcImQbS9GrVRA2HUpDmdmK4nILdF4qGLQqFLCD16NZrJUzeGUS2MBLRERERK7kNiMaTp06hYEDB8LLywsxMTGIi4tDXFwcYmNjERcX5+ryiIjITRhLK5BWuUDW5Tqelo88U7mjazfjXAlG9ozC7lPZOJaaj46RfrXeb/bNXdAtLuBqynZb9q+v2z+UdacOXgAI9/MGAMeIBrlMgkohBwBEBngjJa8IKblF6BEXCEmSkJhtBADotErovdUoZAevRzNbznfwcgYvEREREbmS23TwTps2DQqFAj/99BPCwsIcX48lIiK6HL8eSMXfSXlYdOc19dq+qksPAM5mmQAAO09mobTcgqhAHwzvEoFnVu2GXCbDHf1a1bqPa+NDGqZ4NySv1t1oFQJymdt8tlxtjrJXjduiAn3wx/FMZBaUIjbYF0E6DU5nGqFWyqFSyGHQqnCOAa9HOz+iAbCxhZc80JlMI1qF+PL3LiIiIjfgNgHvgQMH8Ndff6F9+/auLoWIiNyYsaSi3otfVVismPTGRix9YADC/LQ4k1mI/u1CsONkFhRyGTpF+aFtuAFymQwl5RbEh7WMhdMuh31Eg3t28Ib5aWHwVkGtlNe4LSrAB2ezTBBCICrQB0F6L5zJNEJXuZiewVuFs9mmpi6ZmpDZaoNSUTWigQEveZ7Zn/yBj2YORmjltxiIiIio+XKbNpqOHTsiNzfX1WUQEZGbM5WZ6x3wJuUUoajMjH1ncyCEwNksE267rhUKiiuw8e80dIryh0yS0Lt1ENqE6hxf36fzZNVm8FptAjI36gTr3ToIj43pVutt4f5aAAIhBi9olHIE6zQ4nVkInZcKAKDXqlFYwg5eT2axCo5oII8lhIDZaoPZYrv0xkRERORyzTrgNRqNjp+XX34ZTzzxBLZs2YK8vDyn24xGo6tLJSIiN2EqrYCxngHv2Sz7/1/2J+Qhx1iGknIL2obr0atVIPKLy9Exyj5z946+rTBlSNtGq9mdySXJ8fV1d+vg9VIp0Cc+uNbbVAo5Qv20iA7yBQAE6b2QmG2Cr/Z8B29BMRdZ82Tm6ousMQMjD1M1dYQfXhAREbmHZj2iwWAwOM18EkJg+PDhTtsIISBJEqxWa1OXR0REbshUakZxucVptm5dzmYZ0TZMj7+T8nAm04jIAG+oFHJc1zYEx1ILEF45ozUuRAcu91k7uVMHrw0yNwp4LyUqwAdRgT4AgGC9FyosNkcHr8FbjcKSCgghkGMsQ3Atc3zJvVW9h7CDlzxR9dE6RERE1Pw164B38+bNLjmuxWLBwoUL8cUXXyAzMxNhYWGYNm0ann32WcjcaHEYIiKqyVRqBgAUllQgwFdz0W3PZhlxU48ofPjbMWw8lIbWoToAwPAuEWgfYeDCM/Ugv2BEgzt18F7KfcPaw1tj/6dUsM4e4FbN4NVrVSgpt+DR5X/iRHoB3ntwEGKDfV1WKzU8i9UGhUyCJLHLkTxP9W9eEBERUfPXrAPewYMHu+S4L7/8MpYtW4ZPP/0UnTp1wt69e3HvvfdCr9dj9uzZLqmJiIgahqnMHvAaLxHw2mfuGvGPER3QJdoffxzPwL3D7At9KuQyxAQxrKuP6jN4bR4W8FYPbKs6dKs6eHVaFeLD9OjdOgjRQT5YufUknh3fyyV1UuOw2AQUchmEEI4wjMhTWBnwEhERuRW3aUf93//+h+3btzsu/+c//0H37t0xefJk5OfnN+ixduzYgVtvvRU333wzYmNjMX78eNxwww3Yu3dvgx6HiIianqnUPhe1sPTi81GrZu7GBPmiW2wgbAJoFaJrihI9ilwmc3Q3eloHb3VBevuHBTqtPeCVyyQsfWAA7h7cFlMHt8PuU9k4k1noyhKpgVmtNshlkn0GLzt4ycNUH61DREREzZ/bBLz//Oc/HYupHTp0CHPnzsWoUaNw9uxZzJ07t0GPNWDAAGzcuBEnT54EABw8eBDbt2/HqFGjGvQ4RETUtMxWG0orrAjSaWAsMde43Wqz4ce9ScguLMXZLCMiA3ygVsrRIy4AANAqhF27l6tqRIMQojLgdZt/elwWb7USPhqFY0RDdYE6DUb1isGKzScgGAR6jKoOXqnaQoJEnqL6Ny+IiIio+WvWIxqqS0hIQMeOHQEA33zzDcaMGYPFixdj3759DR68PvnkkygsLET79u0hl8thtVrx0ksvYdKkSXXep7y8HOXl5Y7LVWE0ERE1H0WV83cj/L1RWHK+g9dqE0jNK8Jb6w7hdKYRW4+mo1tsoKNjt1WIDq/d0xf+Phef2Us1ySrnFNuEZ3fwAkCnKH9EBPjUetud/Vtj1id/YOkvh/HwyM6O54Xc0/kPLCTYbBKYgZGn4YgGIiIi9+I2bTQqlQolJSUAgN9++w033HADAMDf37/Bw9Q1a9Zg5cqVWLVqFfbt24dPP/0Ur776Kj799NM677NkyRLo9XrHT1RUVIPWREREV89UWgG1Uo5AnQbGyoB31bZTuPVf/8OM97chJsgXn/3fUGQXlmLtzrOOgFeSJHSO9ndl6W6rKtC1CQGb8OyAd9Gd16B9hKHW2wzeavx7ynX462wuPthwrGkLowZXNZKBIxrIU1WNZrDy3CYiInILbhPwDhgwAHPnzsULL7yA3bt34+abbwYAnDx5EpGRkQ16rH/+85946qmncOedd6JLly6YMmUKHn30USxZsqTO+8ybNw+FhYWOn5SUlAatiYiIrp6pzAxfLyV0WhWMlTN4DyTmYdrQdvhx3k2YfXMXGLzVeOyWbigut3AkQwOoCnStNuHxHbyXEmLQYsEdvfDT3iSUma2uLoeugsVqD70UchlkEr/GTp6HIxqIiIjci9sEvEuXLoVCocB///tfvPfee4iIiAAA/PLLL7jpppsa9FglJSWQXTAjUC6Xw3aRRQbUajV0Op3TDxERNS+mUjN8NUrovVSOEQ0Z+SWID9NDIT//vt81JgBv3dcfPVsFuapUjyFzBLw2WG22Fh3wAkBssC8CdRocTMwFAGQXluJMJsc6uRtL5b8JFTIJkiRBAJyvTB6FIxqIiIjcS7Ofwfvrr79i6NChiI6Oxk8//VTj9jfeeKPBjzlmzBi89NJLiI6ORqdOnbB//368/vrruO+++xr8WERE1HRMpdU6eEsqUGGxIqewFGF+2hrb1vVVe7o8jhENNnj0Imv1JUkSrmkThN2nsnFtfAiW/nIYmQUleH/6IEicy+s2rJUdvHK5zGkMiZyvIXkIBrxERETupdn/ljVjxgwEBQVh4sSJ+PLLL1FYWNjox3znnXcwfvx4zJw5Ex06dMDjjz+O6dOn44UXXmj0YxMRUeOxj2hQQa+1d/BmFZRCIZchUMfF0xqL3KmDV3BxMQB92gRjz+kcpJ0rxr6zucguLMWJ9Mb/9w01nOodvNUXEiTyFFVzpRnwEhERuYdmH/CePXsWW7duRZcuXfDGG28gJCQEw4cPx9tvv43ExMRGOaavry/efPNNJCUlobS0FGfOnMGLL74IlUrVKMcjIqLGU1Rmxq8H7XPRTaUV1WbwmpGRX4IwPy1Dx0ZU9dxyBu95XWMCUFBcjv/87wj6tw/F0M4RWH/Afo4eSMhFZn6JiyukS6kKvaoWWQM4q5Q8y/kO3rpH1BEREVHz0ewDXgDo2rUrnn32WezevRtnz57FHXfcgf/973/o0KEDunXrhvnz52Pv3r2uLpOIiJqhvWdysPSXI7AJUW0GrxKFJRXIyC+udTwDNRxZta+vM+C1Uyvl6BYXiL/O5GBsn1jc2D0KW46kY9OhNMz7YjdWbjvl6hLpEqxWeze6JEmo+nzIxhm85EE4ooGIiMi9uEXAW114eDhmzJiBn3/+Gbm5uZg/fz4SExNx0003YfHixa4uj4iImpnEbBPKzVZkF5RWzuBVQadVodxsRWJOEQPeRiaTJMgke0hgY8DrMKhDGLpE+6N9hAHtwvUI0mnw6g8HcWf/1vjzeCbMVnvXXJ6pjMFhM2Sx2aCQ28/lqrm77OAlT1LVucv3HyIiIvfQ7BdZuxhvb2/cfvvtuP3222Gz2ZCXl+fqkoiIyMUsVhu+2HoKdw+Oh1wmQ2K2CQCQmGOqnMGrhK+XEhKA42kFuKl7pGsLbgFkklQ5osHGgLfS9d0iMaxLhGNhtRk3dILZakWfNsHYeCgN+87moF24AQ+89zueub0nercOcnHFVJ3FKqCoXDDwfJe6Kysialg2dvASERG5lWYf8C5atKjW6/V6Pdq1a4cbbrgBMpkMMpkMQUH85YeIqKU7nHIOq7afxnXtQtAu3IDEHBP0WhWScoocM3jlMhl8vJRIzDYhzM/b1SV7PLlMgtVqg00AcpnbfXmo0VQPu3u2CnT8eVDHMGw9moHdp7JRUm5BYrapXgHv5sNp2Hc2F4/d0q1R6qXzrDYb5JUdvOcXWWMQRp6DIxqIiIjcS7MPeL/99ttary8oKEBaWho6deqE9evXIzg4uIkrIyKi5mjP6RwAwJHkc4gJ9EFmfglG9YpGUo6pckSDEgCg91LBVGrmiIYmIJfJHCMH2MF7aYM6huGfn+2ETQgM7BCKlNyiet3vTKYRSTn125aujsV2voPXMYOXQRh5EAa8RERE7qXZt9Hs37+/1p+EhAQkJSXBYDDg6aefdnWZRETUTOw+lY124QYcTj6HpNwi+Hop0SM28HzAq1EBAHRaFSQAIQYv1xbcAshkQIWFAW99xYfp4eejxqie0ejbNgQpefbQ1mqz4aPfjjnC8gtlFpSioKS8KUttsaovGCiXsYOXPA8DXiIiIvfS7APeiwkLC8OLL76ITZs2uboUIiJqBjLzS5B2rhhTBsfjcEo+ErNNiA32RUyQD5Jzi1Bcdr6DV6dVIUjvBZVC7uKqPZ9cJmPAexkkScK/p16HB0Z0QFSg/dwVQiAhy4Svd5zFmUxjrffLKixBQVE5BIPGRme1ckQDebbzAW/tHygRERFR8+LWAS8AREREIDs729VlEBFRM7D7dDY6R/ujW2wASsot+ON4JmKDfRHu7w0hAAFAVzWiQavkeIYmIpdJjq5TGQPeegnSeUEplyEywAemUjMKSypwLC0fAHAyvQAAUFRmxv/2Jzvuk1VQinKLDaUVVleU3KI4j2iQIIEjGsizVAW7PK+JiIjcg9sHvAcPHkRsbKyryyAiIhd648e/8fHG49hyJB192gRDpZCjXYQBu09lIzbIFwq5DJEB3lDKZVAr7R27QTovxAT5uLjylkEmSaiw2ENHdvBeHq1agUCdBil5xTiWWgCNUo6T6YUAgO3HMrD0lyOw2mwoq7CgsKQCAFBQzDENjc1itTmdyzKZBOZg5Ek4ooGIiMi9NPtF1ozG2r+GWFhYiD179uCxxx7DAw880MRVERFRc5GYbcLmw2m4tm0IErNNeGxMNwBApyg/HE4+h9hgXwBATJAvCksqIFV+nfrOAW34VfYmIpdJHNFwFaICfJCSW4Sjqfm4vlskDibmAQD2J+TBbLUhNa8YAKBRyuGjUSK/uBzh/t6uLNnjWW0CCvn5PgmZJLHTkTxK1cgRntdERETuodkHvAaDwfHL+IUkScL06dPxxBNPNHFVRER0tY6knEOHSD/H/MortelQGvq2C8W823o4Xd85yh9rcAaxQVUBrw/OZp3/0FApd/svsbgNmUyCuTLgvdrXuyWKDvTBoaQ8ZOaX4JbeMfhpbxKKy83Yn5ALtVKOhGwTtCoFQgz2sQ4FxRWuLtnjVV9kDQBkEmfwkmdhBy8REZF7afYB7+bNm2u9XqfTIT4+Hj4+/HotEZG7EUJg3spdeGVqX7SPMFzxfmxCYNPhNPzfqM41busWG4BHRnaGt8Y+c7dHXKDjK+zUtKpm8Mokqc4PbaluUYHe+GBDMqICfRAd5At/XzU2HExFhcWKAe1DkZBlRKBOgxCDFjab4IiGJmCx2qCoMaKBQRh5Dga8RERE7qXZB7yDBw92dQlERNTASiosKLfYkGssBa4i4D2cfA4VFht6tQqqcZtaKceY3jGOyx0i/dAh0u+Kj0VXTiZJMFusHM9whaICfFBhsaFj5fnbNsyA/+44i64xAYgP0+NAQi6sNoEQvRfKKqzIZwdvo7PaBOQc0UAezBHw8oMLIiIit9DsA94qp06dwvfff4/ExERIkoS4uDiMHTsWrVq1cnVpRER0maq+Qp5nKruq/fz2dyoGdQxzmoVJzY9cJqHigkWpqP6iAu3fVuoYVRnwhuux42QWxvdthdggX3y7OwFKhQztIgwoLK5gB28TsNicO3gliR285FnYwUtERORe3CLgXbJkCebPnw+bzYbg4GAIIZCTk4OnnnoKixcvxuOPP+7qEomI6DJUBVC5pisPonafysbvRzLw9v39G6osaiTyyhm8DHivjL+PGm1CdegWEwAAaBduAGAfO6LXqpBVUAqlTIbBHcMhQcLxtHwXVtsyWKzOHbxymQTmYORJbDb73HRr5X+JiIioeWv2LU+bN2/Gs88+i2eeeQa5ubnIyMhAZmamI+B96qmnsHXrVleXSURElyG/yB7sXmkHb2peEf717X7MGd0FMZWLqFHzJZNJqGDAe8UkScJ//jEQoX5aAECnKD9M7N8a0YE+MHir4e+jRuq5YoQYvODnreKIhiZQc5E1dvCSZ6nq3OXoESIiIvfQ7Dt4ly1bhgceeAALFy50ut7f3x+LFi1CZmYm3nvvPQwaNMg1BRIR0WUrqFzsLPcKAt7swlI8++UejOoZjaGdIxq6NGoEVYusyWXN/nNlt6BRKXDfsPaOy7HBvjhXVI4QgxamUjMKijiiobFZbRcussYgjDwLRzQQERG5l2Yf8O7evRuff/55nbdPmTIFU6dObcKKiIjoahUUlSPAV13vDt4tR9Kx9WgGuscG4L87z+Ka1kG4b3j7S9+RmgW5TIYKLrLWaOKCfXEsNR86LyUM3moUlNgD3mOp+VApZGgdqndxhZ7HYhVOH1hwBi95Gga8RERE7qXZt9JkZWUhNja2ztvj4uKQmZnZdAUREdFVyy8uR5tQfb0CXiEEPt9yEiqFDFuPZmBwx3A8MrIzZBLDQnchk8ARDY2oVYgOoQYtJEmCwVuFojILKixWfLLpOF747z5UWKyuLtHjWG02KOTnz2e5JLGDlzwKA14iIiL30uw7eMvKyqBSqeq8XalUoqKCs+aIiNxJQXEFWofqsOtUNorLzfBWK51u//NEJr768wxevvs6HE3Nh6nMjLljukKlkLuoYroacpkMZosNMga8jWJwp3B0jPQDABi8VZAAZBaU4mhKPoL0XvjvjrOYPDDetUV6GItVQFGtg1fGRdbIwzDgJSIici/NPuAFgI8++gg+Pj613mYymZq4GiIiulr5xeXo3z4UaoUMecYyeAedD3itNhs+/u04CkoqsGLLCWQVlOKm7lEMd92YnIusNSqlXIZwf28A9jBdp1Vh29EMBOo0+Oet3fD0F7vRJlSPcH8tIvy9IbH7/apZbDYuskYerep8ZsBLRETkHpp9wBsdHY0PP/zwktsQEZH7KCiugMFbjQCdBrmmckQH+Tpu23goDVYh8No9fTHrkz9gtdrw4MNDXFcsXTWZTIKZM3ibjF6rwqbDaejZKgidovwx7to4vLv+CHKNZbijXyvcM6Sdq0t0e1abgLzaiAZJ4iJr5Fmqgl2bzebiSoiIiKg+mn3Am5iY6JLjpqWl4cknn8Qvv/yC0tJStG3bFh9//DF69erlknqIiDxJQXE5/LxVCPDROM3hNVttWLn1FO4Z3Baxwb546MaOOJFWgFCD1oXV0tWSS1LlImvNfvS/R/DzUeNgYh6mVQa504a2w7Sh7ZCYbcLsT/5Al+gA9GwV6OIq3ZvVdsGIBnbwkoexVnapW3laExERuQW3/00rLy8Pb775ZoPuMz8/H/3794dSqcQvv/yCo0eP4rXXXoPBYGjQ4xARtSTPfrkb245moMJiRXG5xd7B66tBbrWA93/7U6BWyDGkcwQAYGSPaMwZ3dVVJVMD4YiGpmXQ2ufwdosLcLo+NtgXM27siFe+O4AtR9JhKjW7pkAPYLHanDp45TIGvORZrDYBlULGDl4iIiI30ew7eGsjhMCvv/6Kjz/+GN9//z10Oh3mzJnTYPt/+eWXERUVheXLlzuui42NbbD9ExG1NBUWKw4k5CHUoEW7CAMkADqtCoG68x285WYrvtx+Cg/d0IlBoIeRMeBtUn4+asSH66HzqrlI7U3do1BUasbq7afx+o9/46OHBiNY7+WCKt2bPfw6PxdcJklgDkaepOoc5wxeIiIi9+BWHbyJiYmYP38+YmJiMGrUKGg0Gqxbtw6ZmZkNepwffvgBvXv3xh133IHg4GD06NHjknOAiYiobqcyCmG22nAyvRAFxeXQaVWQyyQE+J4PeNf9lQSDVo3+HUJdXC01NHsHL2fwNpX+7UMxsV/rWm+TJAl39GuNZdMHIS7YF4eTzzVxdZ7BYnX+wEKSwA5e8ihWm4BSLmPAS0RE5CaafcBbXl6OL7/8EsOHD0eHDh1w+PBhvP7665DJZHjqqacwYsQIyOUNu7L62bNn8d577yE+Ph7r16/HjBkzMGvWLHz22WcXrdNoNDr9EBGR3ZGUfMQF++JslhG5xjL4easBAIGVIxqKysxY/ccZ3DO0LWQSQ0BPI5dJMFvZwdtUusYEYECHsEtu1z7CgGNp+U1Qkeexz+A9fz7LZBIXWSOPYrMJKBUMeImIiNxFsw94IyIi8N5772HixIlIT0/H2rVrMX78+EY9ps1mQ8+ePbF48WL06NED06dPxz/+8Q+89957dd5nyZIl0Ov1jp+oqKhGrZGIyJ0cST6H4V0joFbKsC8hFwYf+1fHA3zVyDWW4eVv96N9hAF92gS7uFJqDDJJgtliY3jfzHSI8MOx1AIAQFZBCZ5cuRPFZZzLWx9Wm4Bcfv6f0XIuskYehh28RERE7qXZB7xWqxWSJEGSpAbv1K1LWFgYOnbs6HRdhw4dkJycXOd95s2bh8LCQsdPSkpKY5dJROQWbELgSGo+ukT7Iz7MgN2ns2HQnu/gPVdUjrRzJXhibHdIDAA9EhdZa57aRxpwNsuIMrMVGw+l4UBCHlZsOeHqstyCxWqr2cHLgJc8iNVmg4odvERERG6j2Qe8GRkZePDBB/Hll18iNDQUt99+O7799ttGDQH69++PEyecf8E5efIkYmJi6ryPWq2GTqdz+iEiIiAltwgVZitah+rRNlyPrIJS+PnYA94AXw16xAViwYRe8NEoXVwpNRb7iAbO4G1uQvRe0HmpcDqjEFuPZuDuQfFYfyAVx9MKXF1as2e5oINXkjiigTxL1SJr/OCCiIjIPTT7gFej0eCuu+7Cpk2bcOjQIXTo0AGzZs2CxWLBSy+9hA0bNsBqtTboMR999FHs3LkTixcvxunTp7Fq1Sp88MEHePjhhxv0OERELcGRlHy0izBAKZehXbgBAGDQ2kc0KOQy/OvuaxET5OvCCqmxyWUyVFhskMma/T87WhRJktA+woD1B1KQdq4Yt1/XCnf2b435q/fguS9347e/U11dYrNlvWCmtEwCmO+SJ7EHvOzgJSIichdu9ZtW69at8eKLLyIpKQnr1q1DeXk5Ro8ejZCQkAY9zjXXXINvv/0WX375JTp37owXXngBb775Ju66664GPQ4RkSepsFiRdq7Y6brjaQX4YU8iukQHAADiw/QA4OjgpZZBJrPP4GUHb/PTIdKADQdT0adNMLRqBSb2b4MnxnZHm1A9PvztGAS792plFbUsssbnijyITVQFvDZXl0JERET1oHB1AVdCJpNh5MiRGDlyJHJycvD55583+DFGjx6N0aNHN/h+iYg81Tc7E7Bi8wl0jwtAfKgeR1PzcTrTiNuujcOEfq0AAEE6Dfx91PBnwNuiyGUSROV/qXnpEOkHAWBwp3AA9teod+sgdI3xx393nkVKbhGi2WFfg8UqoOAia+TBuMgaERGRe3HLgLe6oKAgzJ0719VlEBG1eL8fScdDN3ZESbkFWQWluKFbJJ65PRgBvhrHNpIk4dWpfRHq5+XCSqmpySvn5jPgbX7ahhvQv30o+sQHO12vUsjRIdIPh5LPMeCthdV2wYgGGWfwkmex2gS8VAoGvERERG7C7QNeIiJyHbPVBqVchsRsE9LPFePG7lHwUl38fy0RAd5NVB01FzIZA97mSqOUY/4dvWq9rUu0P/5OOoebe9VcZDYjvwQGb9Ul/757KotVQCG7YJE1dvCSB6mawcsPLoiIiNyDW83gJSKihnWuqAwJWcYruu+RlHOY+NoGJGQZ8fvRdPSJD2mxYQ9dnJwBr1vqEuOPw8nnaszhFULg2S9345f9KS6qzPUsNhvk8uqLrElcZI08itVm4yJrREREboQBLxFRC7b+QCre+/XoFd331wOp8FIp8PzXf2HToTQM6RTWwNWRpzgf8PKfHe6kfYQfCorLkZFf4nT9mUwjUvOKcbbywyEhBP7vo+1IzStyRZkuYbUKpw8s5BLY6UgexWoTUCrkDHiJiIjcBH/TIiJqwXKNpUjOufxQptxsxdZjGXhmfE/EBPnCWGLGNW2CL31HapFknMHrljRKOdpFGPDX2VzsPJmFM5mFAIAtR9Lh66VEUrYJAJBrKsPJjEKcTC90ZblNympzHtEgk3FEA3kWm01AJZfxvCYiInITbvNdWqvVihUrVmDjxo3Izs6GzWZzun3Tpk0uqoyIyH3lmsqRX1wOY0kFdFrVRbdNzSvCoq//wsM3dUZBcTn8vdXoEGHAU+O6IzWvGGqlvImqJnfDEQ3uq0u0P5b+chj+PmoIAbz34ED8fjQDE/u1xue/n4TVJnAqwx7sprSgDt4LRzRIEhdZI89SNYPXesHvXERERNQ8uU3AO3v2bKxYsQI333wzOnfuDEniL4lERFcrz1QGAEjOLULnaP86tzOVmrFg9V4E6DRY+NVehPtpMbxrBCRJgpdKgfgwfVOVTG6oKtiVMeB1OxP6tcagjmFoFaLDS9/sxxOf70RJuQVjronFp1tOIjO/BKcyCiGTgJTclhPw1ujg5SJr5GHsIxo4g5eIiMhduE3Au3r1anz11VcYNWqUq0shIvIYeaYy+GgUdQa8e8/k4O+kPOw7m4uIAG8smNAb/91xFss3Hcdzd/RyQcXkjqqCXTk/nHU73holWofaP8CZfXMXPPTBVgzoEAqNUo6oQB8kZBtxOqMQ3WIDkZJb7OJqm47FaoOiWgevXMZF1sizcAYvERGRe3GbgFelUqFNmzauLoOIyGNYrDbkF5Wjf/tQJOXYZ2mu2nYKNpvA3YPb4kjKOSz6+i8M6xyOQR3DMLpXDOQyCRP6tcKwLuEI0nm5+BGQu+CIBs/g66XEm/f2h0ZlH8cSF+yLxGwTTmUYcd/wdnh73WFYbaJFvM4XPk4ZRzSQh7GJqhENPK+JiIjcgdsEvI899hjeeustLF26lOMZiIgawLmickgS0D0uAH+eyILVJvD9nkSUlFtgE8CGv1Nx79B2GHdtnNP9JEliuEuXRV75VXa5jGu7urtAncbx59hgX/x5PBOFJfYPit5edxhZBSUI9/d2YYVNwx7wnj+fJQkc0UAe5fwMXgEhBH//IiIiaubcJuDdvn07Nm/ejF9++QWdOnWCUql0un3t2rUuqoyIyD3lmspg8FYjLliHL7efxrHUfNhsAv+e2hdPrdyJLjEBGNsn1tVlkgeoanRsCZ2dLUlskC8+3ngcMUE+8FYrEe6vRUpeUYsIeC1WGxTVO3hl7OAlz2K12aCS27v1bQKQ8+2biIioWXObgNdgMGDcuHGuLoOIyGPkGcsQ6KtBdKAP8kzl2HAwFde2DUH7CAPe/cdA+Pmo2bFDDeJ8By/PJ08SG+wLAI5FFqMCfJCSW4xr411ZVdOw2ATkci6yRp6rqoMXsHeny8H3byIioubMbQLe5cuXu7oEIiKPkmsqQ4CvBjqtCn7eavz2dyqeHW9fOK0ldOBR0+EMXs8UpNPAW604H/AG+iAlt8jFVTUN6wUdvFxkjTyNfZE12fk/y11cEBEREV0Uh+EREXmwojIznlm1G3mmMgCAEALGkgoAQJ6pzDFPMybIBwq5DD1bBbqsVvJcMokBryeSJAl3D26Lvm1DAABRAd5IySvC2SwjFqzeA7PV5uIKG4cQwt7BW+185gxe8jTOAa9n/l0mIiLyJG7TwQsA//3vf/HVV18hOTkZFRUVTrft27fPRVURETVfW49mYO+ZHLy3/iieHd8Tn2w6gd/+TsUXc4Yj11SGmCD7V6xjg33h66WEmi061AjYweu5bqu2CGNUoA8Sskx4auUumErNOJFWgM7R/i6srnFUdeoqLhzRwBZe8iD2rt3zHbxERETUvLlNB+/bb7+Ne++9F8HBwdi/fz/69OmDgIAAnD17FiNHjnR1eUREzdJvf6firoHx2J+Qizd/+hs/70tCWYUVpzMK7R28vvYO3rsHtcWsUV1cXC15qqpgV8aA16NFBvigzGzFTT2iMLBDKA4k5rm6pEZR1c0ov3CRNXbwkgex2QRUCrnjz0RERNS8uU3A++677+KDDz7A0qVLoVKp8MQTT2DDhg2YNWsWCgsLXV0eEVGzISpDhrRzxTiZXoixfWLx4PUdsP5ACp4a1wM9WwVi75kcxwxeAPD1UkKnVbmybPJgMkcHr9v8s4OugFatwPKHh+Deoe3QPS4QBxNzXV1So7BY7e+x1Tt45VxkjTyM1WZzLLLGDl4iIqLmz21GNCQnJ6Nfv34AAC8vL5hMJgDAlClTcN1112Hp0qWuLI+IqFmw2my4/93f0SMuEFq1Ate0CYJOq8IN3SLRPTYAIQYtcoxl+O3vVOQZyxDoq3Z1ydQCcERDyxHqpwUAdIsNwLv/O4IysxUaDxv9Yqns4FU4zeDliAbyLFabcHyIwYCXiIio+XObVprQ0FDk5dm/6hcTE4OdO3cCABISEhzdakRELd2e0zkwW2xIyjHhvzvOYkTXSAD28CHEYA9eercOwtGUfJRbbAioXGSNqDFVdfBWLbZGni/cTwuDtwpHU/JdXUqDs1Z28FYfOSKTzs/mJfIEVpuAQiZBLuOHF0RERO7AbQLeYcOG4ccffwQA3H///Xj00Udx/fXXY+LEiRg3bpyLqyMich1TqdmxWv2vB1JwQ7dI/HvqdVhwRy9c1za4xvbBei9EBfpAq1LAW61s6nKpBWIHb8sjSRK6xwbiQILnjWmo6mZ0WmSNM3jJg9iEgIB9rI5cJrGDl4iIyA24zYiGDz74ALbKr8TNmDED/v7+2L59O8aMGYMZM2a4uDoiItd5etUueKuVePyWbth1KhsPjOgAuUyGfu1D67xP79ZB2HM6uwmrpJZMLjHgbYm6xQbgm51nMXFAa4/6MMlis0EmOXekyzmigTxI1bksr+zgrVpYkIiIiJovtwl4ZTIZZNUWZ5kwYQImTJjgwoqIiFyjaiyNJEk4lVGI5JwiRAZ449EVf6JjlB/C/b0vuY8bukUikOMZqInI2MHbIl3bNhjr9iVhylubML5vK9w5oA1kkoSsghKUVlgRG+zr6hKviNUqaiwYKHGRNfIg1moBr0xiBy8REZE7cJsRDQCwbds23H333ejbty/S0tIAAJ9//jm2b9/u4sqIiJrOxxuP49kv98BqE/h5XzKGdA7HC5OugVIuw5jesfXaR1yIDrdf16pxCyWqVBWGXRiKkWfTeanwxrR+eH5ib/x6MBWvfn8Qe05nY+aH2/HYp38iNa/I1SVeEYvNBoXc+cMKGeeUkgex1ujg5blNRETU3LnNb1rffPMNbrzxRnh5eWH//v0oLy8HAJhMJixevLhRj71kyRJIkoQ5c+Y06nGIqOVKzDbVa8HI/KJy/LAnEQnZRnz++0lsPpyGm3tGw99Hg49nDsagjmFNUC3R5eEM3pZLkiR0iQnA69P6IiHbhOe/+gszbuiIkT2isWD1XqSdK0ZGfgksVvf5CrjFKmqcyzJJ4iJr5DGcA14ZrOxOJyIiavbcJuB98cUXsWzZMnz44YdQKs/PcevXrx/27dvXaMfds2cPPvjgA3Tt2rXRjkFELZvFasMjH21HUs6lu9m+2XkW3eMCsWBCb3z15xlE+HsjPkwPwB6kEDVHMs7gbfH8fTR47Z6+eH/6IFzfLRL3DmuPmGBf3PefLbh36WZ8sfWUq0usN6vNVqMbXSYDRzSQx6iauStjBy8REZHbcJuA98SJExg0aFCN63U6HQoKChrlmEVFRbjrrrvw4Ycfws/Pr1GOQUSUdq4YZqsNxeVmAPbOmf/tT0aFxeq0nbGkAj/9lYRJA9qgXbgB/7y1G+4b3p7BLjV77OAlANCqFYgIsM8Il8skPDe+J35+ZhQWTuyN3w6luU1AarWJmiMauMgaeZALRzTw3CYiImr+3CbgDQsLw+nTp2tcv337drRq1ThzJB9++GHcfPPNGDFixCW3LS8vh9FodPohIqqPqs7dMrM90M3IL8YbPx3CM6t2w1RqD32zCkowf80edI72R4dI+wdOQztHoFerINcUTXQZuMga1UaS7OFRr9ZBKKuw4EjyOVeXVC8Wm4Diwg5eLrJGHqQq4JVJEmTs4CUiInILClcXUF/Tp0/H7Nmz8cknn0CSJKSnp2PHjh14/PHHMX/+/AY/3urVq7Fv3z7s2bOnXtsvWbIEzz//fIPXQUSeLzHbBAAor7AHvKUVVnirFdCqFLj/3S0I89MiNa8IgzqGY/oNHV1ZKtEVqQp2ZQx4qRZKuQyDO4Vj46E0dIkJcHU5l2S12iDnImvkwWw2AZkkOT6EYcBLRETU/LlNwPvEE0+gsLAQQ4cORVlZGQYNGgS1Wo3HH38cjzzySIMeKyUlBbNnz8avv/4KjUZTr/vMmzcPc+fOdVw2Go2Iiopq0LqIyDMl5dgD3qoO3rIKC3w0Ssyf0AuHk/NRWFIBvVaFbrHNP/ggqs35EQ1u88UhamLDukTg2VW7MaRzOH77Ow2TB7RBuL/3Je+372wuDiefw9QhbZugSjuLTUAu1TKiockqIGpcVtv5hQRlkuSYyUtERETNl9sEvADw0ksv4ZlnnsHRo0dhs9nQsWNH+Pj4NPhx/vrrL2RnZ6NXr16O66xWK7Zu3YqlS5eivLwccrnc6T5qtRpqtbrBayEiz5eUY4JCJqG0wgLAHvRqVHLIZTKGuuQRuMgaXUqHCAP03io8/9VfCPTV4LvdiZh5UycAgBCizlnj+87m4I8TmU0b8FptUMidP6zgnFLyJPaFBM+/b7ODl4iIqPlzq4AXALRaLXr37t2oxxg+fDgOHTrkdN29996L9u3b48knn6wR7hIRXakKixVp50rQJkzn6OAtrbBCo3S7t2eiOnGRNboUSZLwypTroFUrkJhtwvzVe3D/8PbINZZh3he78Oo9fRGs96pxv+TcImScK0FphQVeqqZ537RV6248Xz84g5c8hk04v2/zwwsiIqLmr9knCPfdd1+9tvvkk08a7Ji+vr7o3Lmz03Xe3t4ICAiocT0R0dVIzSuGWilDVIAPyipn8JaZLfBS8YMk8hwMeKk+gnT2ALdjpB/8fTTYdiwDGw+lIc9Uhl8PpuLuQfHIKijBhr/TcPegeAD2gFfA/k2I9hF+TVKnxSZqdPDKJIZg5DmcO3hl7OAlIiJyA80+4F2xYgViYmLQo0cPCHZGEJGH2HYsA61CdEjKMSEmyBdeKrlzB28TdaIRNQUZA166DJIkYWTPaHyw4RhkkoRZN3fBF9tOYfLANlix+QQ2H07HuGtjoZTLkFVQgkh/b5zNasKA12qrcS7LJIkdvOQx7DN47R9iyGUSrDy3iYiImr1mnyDMmDEDq1evxtmzZ3Hffffh7rvvhr+/f5PXsWXLliY/JhF5pqyCErz87QGE+WnRs1UgYoJ8oFEpUGaunMFbYYVGyQ5e8hxcZI0u14guEVix+QTm3NwFgzqG4ZNNx/Hd7kRsP54JnVaFU+mF0GtVUCvluCY+GAnZxiarzVpLB69cJoFNjuQpqi+yxhENRERE7qHZ/6b17rvvIiMjA08++SR+/PFHREVFYcKECVi/fj07eomo2RJCwGKtfdXpz7eeQv/2oTB4q/D97kTEBvlCo5SfH9FQwREN5Fmqd4IR1YdOq8IXs4djWJcIKOQyjOgaifd/PYpRPaPRNSYAx9MKkJJXjKgAH7QK8UVClqnJarPYanbwShIYgpHHsNqE0zcvOKKBiIio+Wv2AS8AqNVqTJo0CRs2bMDRo0fRqVMnzJw5EzExMSgqKnJ1eURENfyyPwWzP/nD8UvRnycy8cXWU9hzOhu/H0nHtKHtMO+2HggxeKFDpB801Uc0mDmigTxLVRYmkxjwUv35eikdfx7ZIwphflrc2b8N2kcYcDytAMm5RYgK9EFcsA4J2UanD/4rLNZGC6WsNgEFRzSQB6vewSuTSbDaav/AmoiIiJoPtwh4q5MkCZIkQQgBG/+xQUTNRJ6pDEt/Oez4Bf/Xgyk4m2XEhoMpyDWW4d/fH8TfSXlYsGYvbqoMKvx9NFjxyFB7wKtUOALesgoLvDiigTyIUi7DnNFd4OejdnUp5KYiA3yw/OEh8PNRo32EASfSC5BSGfDGBPmgpNyCHGMZACAzvwT3v/s7/rvjTKPUYrXaaowbkckY8JLnsNoE5BI7eImIiNyJWwS85eXl+PLLL3H99dejXbt2OHToEJYuXYrk5GT4+Pi4ujwi8hCbDqXhvfVHrui+W46k48e9Sdh9KhuZBSU4lV6ImTd1xqdbTuLtnw/huvhgvDzlOnz12PV48PqOjvtJlb9A2Uc02GfwcpE18jSSJGFkj2iOaKCrUvV+2SZMj4LiChxMzENUgDdUCjkiA3xwNsuI9HPF+OfnO+Hvo8avB1MbZZyXxSagkDufy3KJc0rJc1httvMjGiQGvERERO6g2Qe8M2fORFhYGF5++WWMHj0aqamp+PrrrzFq1CjIuFgLETWgfQm52H4884ru+8fxTEQH+uCbnWex9WgGerQKxOhe0QjWe+FYaj6m32APdX00SijlNd+7NKpqM3jNVmg4g5eIqFYapRxxwb7ILy5HdKD9g/5WITqs2HwC09/fioEdQvHylOuQZyrD6cyGX3zNYhU1OngliYuskee4cJE1BrxERETNX7NvEVu2bBmio6MRFxeH33//Hb///nut261du7aJKyMiT5OQZUSusQzZhaUI1nvV+375ReU4llqA96cPxP99/AdScotx//D2kCQJT47tDmOpGQbvi381XaOUO49oYMBLRFSndhEGJGSbEObvDQDo2y4ENiHwxNjuaBWiAwD0bx+KTYfSEB+mt3ckVo75ulrWWhZZk8m4yBp5DpvTDF4Zx48QERG5gWYf8E6dOrVB/jFORHSh5BwTVv9xBk+M7Q6rzYaknCLovJQ4lpp/0YD3TGYhjqTkI89Uhtuva4UdJ7PQLkKP6CBf3NQjCuv+Ska/diEAgHB/b4TXoxaNqtoMXrMVGmWzf3smInKZ9hEGHErKc3wjYkincAzp5PxuO6xzBF794SCig3zw/q9HodeqcF3bENw7rD00SjlsQiAhy4TWobrLOrbFWnNEAxdZI09i7+C1/91iBy8REZF7aPYJwooVK1xdAhF5qN2nc7DxUBoevL4DCoorIJNJGNQxDEdT8zG4U+2x7IaDqXjnl8PoGuOPsgordp3aCa1agX7tQgEAkwa0QZdof3hrlLXevy7OM3jZwUtEdDFDO4ejU5TfRbfpHhcAIYDPtpzEk2N7QCYDlm86gbU7z2LywHj8vC8Z7/x8GK/d0xedo/3rfWx7By8XWSPPZRUc0UBERORumn3AS0TUWI6l5gMADiTkwSYE4oJ90TnaH2t3JQCwd/iezTYhSKeBxSpwLDUfq/84jUUTe6N7XCAsVhte/u4Ath7NwGNjugEADN5qDOgQdtm1OI9osEKjZMBLRFSXqoXVLkYuk+Ffd18Lf181dF4qAIC3Wolnv9yN/u1DsWLzCfSJD8Zb6w7h3QcHwlhSgVxTGdqFGwAAJeUW2ISAzwUf2FlrWWSNHbzkSZxHNDDgJSIicgcMeImoRRJC4FhaPtqG67E/MRe+GiVahejQMdIP//7+IHKMpXji813w81GjoLgcKoUMQTovLLrzGnSNCQAAKOQyPDWuO27pHYOIAO+rqkejkqPCYoPVJioXWePbMxHR1YoN9nW63DnaHz3jAjF3xZ/oGOmHBXf0wiMfbceC1XtwJCUfQgj8+56+iArwwdwVf6J1qA7/vLW70z4sNgHFhR28ksQZvOQxai6yZnNxRURERHQpTBCIqEWxjz9QIMdYhvyiCjx0Yyd89NsxRAT4oG/bYATrvWDwVuHZVXvQLlyPhRN7X3QOuFwmQ5fKwPdqeFUGuuVmK0c0EBE1ovuGt8dTK3dh+g0doZDL8OiYrvh0y0m8OLkPTqQVYNHXfyE2yBdFZWYcScmvcX+L1VbjWxYymQQ28JKnsNpskHFEAxERkVuRXXoTIiL3cTQ1H8m5RbXedigpD3e8ugGJ2SYcTc1HqxBf9G4dhBxjGQ4n5aFViA6SJKFjpB9yTWWYdXOXJlvksSosKCm3oMJi4yJrRESNJDLAB5/PGuYY8dAu3IDFk/ugS7Q/br8uDp2j/PH/7N13fBR1/sfx1+4mm55seg+h916kg4JYsZ2KvXuWs5133p1n9852xXZYTr2fFewFRUXpRXqHUBMSEkivm54t8/tjk5VAKCKQBN7PxyMPmJ3Zme9MBrJ572c/3/yyGv513Qjyy2ooq6pv9vx9qxubmE2evqUiJ4P9K3hVnS4iItL2KUEQkZNGg9PFk5+sobrewfXjuxMV6k96XgWT+icRHxHEy99txhZk5cMl6diCrPRMCifA6kOPRBtpOWV0jPHMpH75yM5cOKwjkSH+J2zsPhYzPmYT5dWeIEEVvCIix8/B3rwzmUz8+eIBOJxu/HwtpEQHs3VPGSN7xHm3cbnd+FjUokFOXi63gcXUFPCa9eaFiIhIO6AKXhFpcz5dlkFNvfOItl2VXsjCtFwAZm/YQ1iglWeuPo0f1ufwyU8Z5JXVcO//LeXZL9ZhMZv4x7XD+WlbPj9ty6dnog2AAalRxIcHEujnec+rW4KNvr9gRvVjxd9qoawx4PVXwCsi0irMJhN+jZ+q6JUUzpY9zds0OF0tVPCaNcmanDxUwSsiItL+qIJXRNqUvaXVvDVnG6EBVs4akHzIbdNySvnbZ2sBCPTz4bPlu7hmTFf6pETw5h3jvNst2ZrHK7PSeOSywSREBDGhbyKz1ufQMykcgLMHJtMpNqTFY5xI/r4+lFc34GsxYzHr/TcRkdbWMymcH9bnNHvM5TZarOBVvisnC5fbwNz4OsRiMlGvgFdERKTNU8ArIm3Kih0FmE0mFm3J46wByRiGQV5ZDQkRQc22yy6u4rGPV/PbM3vi52PhsY9XExniz7jeCQfsc3TPeEb1iPN+JPfK0V2orHMQHx4IQExYADFhAcf/5A7D39dCeXW92jOIiLQRvZLC+c93m3G43Pg2hrpOl7uFHryaiEpOHvtW8Jo1yZqIiEi7oIBXRFrdjxty6JUUTlJkMMt2FHDJ8I58tSITe00DG3aX8PfP1jKgYyTXj+9Oz0Qbuwrs/HX6SiYP7sD5gzsAYK9tICYs4ICqqib79luMCw/k0csGn5Bz+yWaWjT4W/Vfs4hIW5AUGYS/1UJGvp0ejW19nG4DnxYmWVOLBjlZuNzuZi0aXG53K49IREREDkcpgogcdztyy1m2vYBrxnXFZDLxzvzthAZYuXREJ3bklvP81xvpkxLBY5cPIS2njD9e0J9Nu0uZn5bL58t3cduZPSmrbuCv01YQ6OdDXYOLKaM6M2VUF+8xfjO8Uyue4bHh52uhvLoBf19V8IqItAUmk4meSeF88lM6N0/sSWJEEG63G8v+LRrUp1ROIm6D/QJe3dsiIiJtnQJeEWnRgrRcMvLt3Dyhx6/e14dL0lmVXkRGgZ3QQCubdpdgr3EQGxbAJ0szuPi0jixIy+XFmRvpEB1CrC2Qsb3ieXP2VlJjQrjotI6YTSauHdeVtJwynC43Q7vEHIOzbFv8rT6UV9drgjURkTbk9km9eH/hDm57fRF/vKD/QSp4NcmanDwOrODVvS0iItLWaRYfEWnRyp2F/LA+51f/wlpaVcfKnYW8eONIahucbN9bzvM3jOSBC/vz9BfrsNc2cMPp3bnxjO4s2ZbP8K6e4HZsr3gA7jirF+bG9gpWHwsDO0adlOEuQICvhbLqBgLUokFEpM1IjAjiLxcP5M6ze/Px0ozGHrwHVvAaBpRX1/PO/O2tNFKRY2P/HryqThcREWn7FPCKSIt25lVQUdPAzryKw25bUlnHX6etYH1m8QHrZm/YS98OkXSJD+O5a4fz6m/HEBniz8gecdx3fl/+dNEA/HwtTOyXxFkDkpjQLxHwTHz2yR/OpHdyxDE/t7bK3+qZZE0tGkRE2p4z+iRQWFFDep79gEnWLI2TrH22bBcfLknHXtPQSqMU+fXcbgOzt4LXrApeERGRdkABr4gcoKbeSU5xFb2Tw1mVXgTA9txyZq7ZzfqsYrbnlrM9t5x6h4t6h4vHP1lNvdPNox+v5sMl6TQ4XQAYhsGs9dmcPTAZ8HyE1XefvoVnDUj2Brhmk4n7J/cnKTLYuz7Q79SqZPVv7MGrCl4RkbbH3+rDpAHJ1DQ4D5jQ09Q4ydq3a7MJsFrYnlve4j4cLjdOlyaskrbNU8HrucfVokFERKR9UIrQgmeeeYYvvviCbdu2ERAQwMiRI3nuuefo3r17aw9N5ITIKLATEeLHWQOS+X5dNhcNS+WRD1eRFBlEcWUd9Q4XbreB02UQawsg0M+HZ64exu6iKv7x1Xpmrt7N+D4JZBdVUlXrYGT32NY+pXbB3+qD2zDUg1dEpI2aPLgDXy7PPLAHb+Nyx5gQ4myBbNtb3mI7oVdnpeFrMXPn2b1PyHhFjobLbeDrs0/Aq/7SIiIibZ4C3hYsXLiQ3/3udwwdOhSn08lDDz3EpEmT2LJlC0FBQa09PJHjIi2nlBkrs3jwkoHszC2na1wYQzpH8+LMTbz+4xY6xobw7NWnYWrsh2sYBjvzKliXWcJZA5Kw+ljoGh/Gf28fy9Jt+azYWUj/1ChumdgTq48CyyPR1JpBLRpERNqmhIggbprQg05xoc0eb+oVf/nIzhSU17Aqo+iA5zY4XSzakktooBVoOeD9ZnUWE/sl6ZMc0qpcbjf+Js9rEbNJFbwiIiLtgV49tmDWrFnNlt9++21iYmJYs2YNY8eObaVRSWsqKK/BXuuga3zYCT2uy23wj6/Wc934biRGHJs3F1xug/LqejZll5JXVsPFp3XE12Lmle/TyCiwc+7gFHbkVdA1wUZkiD+pMSHM3biHV28d4w13AUwmE90SbHRLsDXbv9lkYnTPeEb3jD8m4z2VNAW7+sVeRKTtunxk5wMeCw/2497z+jKsaww7civ4YNHOZm+EThnVmbW7ivH39aGgvJb88hribIHM3rCHXknhJEYGUVhRy9Tv0wgJsDK+dwLQfLIrkRNl3/vO06JBbUVERETaOqUIR6CiwjPJVETEqTPZkzT38dIMduZV8J+bR5/Q427JKWVBWi51DhdPTBnifdzhcjNv015WpRdR2+Dk+vHdDghac0urmb4kneFdYxjdMx57TQN/en85mYWVAHSKDcUwDNJySjmtayw1DU4uPq0jX63IIqekijP6eCY7O2tAEhU1DXSMbV6tJMdeU2sGVfCKiLQvZpOJcwelANApNoTaBhe5ZTW8MXsrm7JL6ZUczsK0XM7om0haTinrM4sZ1SOel7/bxMR+Sdx7Xl9WpRcCsHZXEeN7J5BTXMX97yzlvXvOaPGNv6zGn+epMSEn7kTllLB/wOtWBa+IiEibp4D3MAzD4P7772f06NH06dPnoNvV19dTX1/vXbbb7SdieHICGIbB6owiCstrKa+uxxbkd1yPl1NcRUxYAH6+FhZuyWN0jzjWZRazZlcRgztF4zYM/vnVenbmVzChbxINThd/fHcZAztG0TslAh+ziS17ylmxs4AhnaP554wNxIQF8P7CHcTZAvnblUMJCbDi72uhus7Bn95fztTvN/PIpYPolmDjplcW4HS5vdXKFw3reFzPV37m7+v5LzlAPXhFRNotq4+FTrGhfLF8FxkFdqaM6sx/vttEYUUt/7puBFYfM+syS6htcBHo58OSrXncdU5vVqYXMSA1kjW7ijEMg3mb92KvdbAhq4Th3WJxGwZb95RhGLB8RwGfL8+kR6KNF24c2eI4duZV0DEm5IAJ4UQOx+U2vH2lNcmaiIhI+6BXfIdx1113sXHjRj788MNDbvfMM88QFhbm/UpOTj5BI5TjobCilu/WZgOQU1JNaWU9HaJDWN1CT739OVxuZqzMpMHpanF9Tb2TL1Zkct/bP/HMF+tw7DOb9rrMYu54YzH/nb0Fl9vgp235nD+kA9eM68ar36cxe8Me/vPdZtLz7bxww0iuGduVm87owRu3j6NXcgTb9pSxIauETrEhTL1lNI9dPoSrxnTlD+8uI6ekmj9e2J/o0ABvhWiQvy9PXTWMO8/uzageccSEBTC8WyyRof6EBx/fIFsO5O3BqxYNIiLtWo9EGzPXZDN5SAeuHdcNw4DIYH86x4UysGMU6zKL+XbNbm6Z0BNfHzOr0otYl1nMjWf0wF7TQE5xFQvScomzBXhfe8xcvZuHpq/kua/WszOvgmevOY3tueUUVtQecHyny82f3lvOsu0FJ/rU5STgqeBtmmTNrApeERGRdkApwiHcfffdfP311yxatIikpKRDbvvggw9y//33e5ftdrtC3nbGMAxMJhNOl5u/f7aW7bnl9Ey0sS6rhH6pkfRIsLEqvYiJ/Q59L/z3xy18s3o3ABfuV/3qNgye+WItpVX1nD0whR/W5/DM52u569w+pGWX8e9vNnDVmC58tCSdxIggXG6Dfh0i6JsSQUllHbPW51DX4OTpq4Y1qySOCw9kyqgDewICXD6yE27D4LSuMQT7+x6w3hbkx4VDU73L147rSlpO2ZFeNjmG1KJBROTk0CPRxqx1Zi5p7HP/0G8GUV5Tj8lkokeijQani/Iag3G940nPr+C/s7cQEuBL94Qw+naI5KOfMiivauD3k/vxf/O2AfDD+hxun9SLswemeI/Tt0MES7blc8lpHXl1VhoDOkYysnscO/MqqGlwsjmnlDG9PD3xq+scBLXwOkBkf25j/x68CnhFRETaOgW8LTAMg7vvvpsvv/ySBQsW0LHj4T+i7ufnh5+fKh7bq+ziKn7/9lIm9U/C6XbT4HRx9oBkpi9Jp7reyZDO0fRKsvHQ9CxcbjcWsxnDMEjPt7Npdwnp+XbibIGYzSYWpuVyx1m9+HBJBmcNSG5Wjfnp0gxySqqZestogv19Gdc7nj+9t5wrX5hLrC2AO87qzVkDknE43bwxeyvnDkrxVlDcOrHnUZ2byWTiytFdjnj7DtEhdIhWP7/W0HSvaJI1EZH2bXTPOJIig7xvxnr65Hp+tvpYzAxIjSIpMgirj4VxvRP4amUW5w5KwWQyMbhTFG/M3sqZ/ZIY2iWa575cx+KteeSUVDO2V0Kz44ztGc+cjXvpEBXMjFVZ7CmtZmT3ODbuLiHAamFzdingmSz2ltcW8r87xxMTFnBCr4W0PwdOsqaAV0REpK1TitCC3/3ud0yfPp0ZM2YQEhJCfn4+AGFhYQQE6EVxa3G5DV7+bhO3TuzZYiXqoRiGwf/mbiM+PJBzB6VQUlnPW3O3ctmIznSOC+Xd+dsZkBpJTkkVm7NLefnm0fj7WrjplQUYhsEdk3qREBGE2QQ/bSsgs9DOvE17sdc46Nshgs5xoewtrWZXgZ2HfjOI/qmRzNuUy8dLMwjx92XJtnxcboPMwkr+ff0I7/hDA6xMvWU0dQ5Xs3OaMroLqzOKmNT/0NXCcnL5uUWDKnhFRNozq4/lgMlP9/Xniwd4e+P2TLSRGBHEqB5xAAzuFA1sZXyfBAKsPvRJiWDq95sZ2yueQL/mL91H9YjjlVlpvPjtJi4alsrM1buprvP07T1/cAc+X76L6noHP23Lp8HpZtmOAi4cmorL7WZvaQ0pUcEAbN1TRnZxFWcNaPnTZ1v3lJEUGUxIgCqATwX7BrxmkwJeERGR9kABbwtee+01AMaPH9/s8bfffpsbbrjhxA/oFJJfVsOaXUVU1DTQLcHG4E5RmEyeF5hrMoqYtS6HSf2T6J0cgcvtZta6HLol2OgcF4q5cbvsokrmbtrLuswS4mwB3HteX2atz2Hupr2e/ewqJi2nlKgQf574ZDV3ndOHVRlFvP278USG+FPncHmDton9ElmbWUxSZBAmk4mhXWJ4+vO1DOsaw22TejGkczRWn5bDuBtO786D01bQPcHGuYOSCbD6kBAR5J28rImPxUzwfhOg+Pta+M8to4/ptZW2r+m+UwWviMjJbd//500mE2/cPtYb+HaIDub35/dlYMdIAIZ0jmZ9VglntfCmry3Ij74pEdhrHfz2zJ5syCph6fYCNueU8dsze7Foax7b9pSzeGs+HWNCWLbdE/DOXJPN/+Zs5aP7zyTQz4dPl+1i+95yJvVPwmQy8fa8bUSF+jN5SCpOl5uHP1xJx5hQnrnmNHx/5aRtxfY6QgN9D/r6SVqf2+3eb5I192GeISIiIq1NKUILDEPvUv8ShRW12IKsv/qFeoPTxUPTVxIaaCUmLICvVmYRFeLPny4aQGpMCDPXePraFtnrAMjIt/PqrDSsvhasPubGihdYtCWP0T3jmDykAwvScrnjjcWU1zTwz+uGExXiz8vfbea6cd04d1AKT32+jkc/WsXlIzsTGeIPNO9/euvEnuSX13pD5t+e2ZPrxnUjLjzwsOczqFMU7951OrG2AO/zRQ6lqXLXTz14RUROKT77hKYmk6lZn91RPeLYsqeMPikRLT733vP64mMxYzGbGdE9lmmLd+Lva6FDdDB9kiNYuCWXbXvLeeHGEfzhnWXYaxv4amUmbgN+2pbPyB6xrNxZCMCuAjsdokP4dm02EcF+TB6SyobdJVh9LNQ2OJn63WYuH9kZXx/zQVs9NDhdVNY6vK+r9vfYx6uY2C+Ji087fAs0aR0HtGjQ70YiIiJtngJe+dXeX7iDjbtLuGVCT0Z0j232S8r+tu0tZ9qiHZw1IJluCTa+XJlJXYOLWyb24MvlmfhbLfzr+uFYzGbqHS7emb+dJz9dw6OXDWZNRhE9E20UNwa8hRW1pMaE8NJNo9i6p4xVGUVU1zl4845xxDcGsGf0TeSzZRkkRATRvfGjkk9MGeIdzx8v6Ed0mD+XjWx5grIgf186x/38cURbkB8EHfm1OZIgWKSJv29TD14FvCIi4pEQEcRjlw855Pomo7rHMX1xOmN6xmMymeiTEsF/vttE7+QIeiSGkxIdwivfp1HX4OKasV2Zs2kPZhMkRQaREBHEip2FlFU34Gsxk19eS2aBnaXb8hnVI47LR3bmj+8tY+6mvbgNg+dvGEGPxHAanC427S5lcGfPG+1frshi7qY9vHH7uAPGWlnrICPfTlRoiQLeNkw9eEVERNofBbzyq913fj/mbNzDK7PS+Pvnawn29+WK0Z25dHgn6p1uVqUX0jclgpp6J49+tIohnaN57YctlFTWMbJ7LDUNLu5+6yeK7bX86/oR3knF/Hwt3DKxJ5mFlfzh3WUM7RJDXHggxZU/B7wxYQH4WMz07RBJ3w6RB4zNYjYxZdTBJxjzt/pw25m9js+FEfmFAv18OH9windSHhERkV+ic1wosbYA+qd6XhP1SQ7HbXgmfQMY0c1T4Xv9+G6c2T+J9xbuoKbOybjeCUQE+/H92mwKymsZ2yuesqp65m3OZen2Ah64cAAxYQG8d/cZALz2QxpfrcziLxeHM2NVFm/N2cb/7hxHUmQw8zbtZXdRFXtKqkiKDGbT7hIA+naIJC2nFKuPmc3ZJc1CRGlbXG4DS+Onz8xmE24FvCIiIm2eAl751SxmE2cNSGZC30QqahrIKqrk+W82si6zhMwCOxazifLqBgL9fJjQN5HbJvXC4XJjr2kgMsQfl9tg+uKd+FjMB0xIYjGb+MvFA/jDO8u4+LSOpOdXsHVPGQCF9jrNBC0nFYvZxN3n9m3tYYiISDtlMpl47prhRIZ43ihMjgpmVI84xvSMB2BMzzhmrtnNeYM7EBZoZUBqJGt2FfPgJQPxt1p4ceYmdhdX8fcrh1JR08CzX67H12KmX4fm7SEuGJrKba8vYs/YKj5duoukiCBmrslmUv8k8spr6NchgqXbC7hsRBAvfbsJP18Lr9w6ho27SxjfJ4HFW/PZVWCnU2woz3+zgevGdSPWFkhJZR0vf7uJv/5m0FG1K8ouriIxIkjB8a/kCd89BRcWs1kVvCIiIu2AAl45ZnwsZiJD/IkM8eeVW0bzwaKdnDswmVE94thTUk1aTimTGmdn9m3cFjyh1rXjuh10v7YgP966cxwmk4ny6npvD97Cilp6J4cf/xMTERERaSfi92kPZTKZePSywd7ljrGhTL9vgred1rmDUnC43N42D13iQymtqqdnUjhOlxsfs4nh3WIOaL+VGBHEwE5R/HXaShIiArl1Yk8e+XAVLrebEd1iGdAxkh/W59A5LhR7rYM6ex27Cuxs2l3Kxad1pLy6gY27S8grq2HOxr2EBli5bVIvvl2TzfKdhSzemsfEfkmUV9fz2bJd5JXV4HIbdEsIY3zvBO94c0urCQmwEhLgS0llHXe+sZj7zu/LxH6eCekqahoIC7Qe1+t9MlKLBhERkfbn102DK3IQtiA/7jqnD6Mbe8AlRwVz9sAUzEc52VjTJGVRof7NevCqgldERETkyO0b1o7uGc8/rxvhXT53UAoXD+uI2WTC6mPh5gk9uHBoaov7uWhoKgUVtdwwvju9ksKJswXy9ardnNE3geFdY9m+t4L3F+zgvEEpjO4Rx4xVWaTnV9C3QwT9OkSyIauET5ZmMK5XPD+sz6Gy1sH367IZ0jma79ZmA/DG7K2k5ZTRMymcPikRbM4p47GPV+NyGzhcbv7ywQqe+nwthmHw2bJdACzdlg9AdlElV74wh+ziKgCcLjfpeRXe8S/bXsDb87Z5l0sq67DXNniX03JKKa+uP6prvGJnAUu35x/Vc9sCl9vtDXjNJgW8IiIi7YECXmlXokMDKK2qw+V2K+AVEREROYbOGZjCpSM6eZfPG9zhgPZZTQZ1iuLFG0cyoGMUJpOJC4Z2wBZkZXCnaMKD/eiZZGNHXgXnDe7Amf2T+GFdDrG2QKJDPT2CV6UXkV9ew+8n9yPOFsjTX6zFz9fCny4awI7cCuZt2suSrXn85eIBXDqiE5eO6MQTU4ZQ73CxYPNeZq3LwepjZk9JFR8uSefbtdnce15fVmcUUedwMWt9Di63wcK0XAC+X5fNfW8vpbTKUygwfclOvlyRSW2DE4BnvljnDYsLK2r5ywcruPt/P5GRbz/g3Esq6/h0aQaG0XLw+dGSDKYvTvcuu/fZzjAMXvhmI4UVtc0eO1LZRZVU1DQcfsNfweU2MO9Twet2G7jcBpuyS4/rcUVEROToKeCVdiUi2A/DgLyyGipqGohVwCsiIiJywplMJnom/dwq66wBybxx+zhvhfA5A1OYPKQDUaH+9E+NJCrUn74pnl6+nWJD8bdamDykAwFWHy4clsraXcVMHuLpDTymZxz/nLGBC4d1JNb2c8sJX4uZq8d25f1FO/lwyU6uP707957Xl3cX7KB/aiQT+yUSGerPyp2FzNm4l/MGp7Bgcy6GYfDN6t1YfczMXJ1NRr6d3UVVRIb6s3xHAXtLqtm2t5yMfDsr0wt5f+EORnaP45yByfzh3aVM/X4zG3d7JoarrHXw12kreWvuNlamFwKeVhDbc8sBKK2qY9vecnYV2Ckor8EwDP7ywQq+X+epSk7LKWPW+hxmrtkNQE5xFb99fRE19Z6g2TAMqusdLYa+hmHw+CdreHP2VsATxN7/zlLv/BQtcbrcv/h76zb2b9HgZuXOQh54d5n3k3S/RlWdgyc+WU2D0/Wr9yUiIiIeCnilXfGxmIkI8WPrnnJ8LWb1VRMRERFpA0wmU7PXZWf2T+KOs3oDno/533VOHy5obPdgMXt6A182ojMA43sncGa/JCb198zVMHloKnHhAVwxqvMBx5nYLxGzyUR4kB+jesQxtEsMt0/qxa0TemAymRjZPY43Zm/B32rhtxN7UlJVx4xVWZRU1vHHC/ozc81uvl6dxdhe8ZzZL4kFaXn8uCGH4d1iuHZcN/7z3WYWpOVy4+nduWpMV56++jTchsHfP1vLNS/N5fdv/0R8eCA3T+jBewt24HS5efLTNTz4wQqq6hws31FIj0Qb/VMj+WlbPlv2lLEhq4RPl+7CbRjM3bSXDtHBzN6wB5fbzWfLdpFdXOUNixdtyeOSf/zIBc/O4s8fLGdvSbX33DdklVBaVceiLblU1jpYuj2ftJwyftywB/AEs3M3evYLsHxHATe9ssC7vDOvglmNQTPAml1FpOUcWJXbfJI1T4uGBWm5GMCCxoro/a3YWcDiLXne5f/+uIX1mcXe5bkb91DXWC29dlcxS7cXsGJHYYv72t/cjXuahdibs0upcygcFhER2ZcCXml3okICSMspJSYswNubV0RERETaruHdYukaH+ZdHtgxikA/z3zPfr4W/nhhf0ICfAHolRTO/905niB/3wP2YzGbefSywfzl4oHeuR0uPq0jKdEhAIzsHkuRvY5J/ZPxt/owsnscb87eyqT+yYzoHktYoJVZ63I4Z2Ay43onsCajiB/W7+GsAcmcNyiFAKsP5w/pQFzjZHW9ksK559y+fPj7CTxw4QDOGpjMX38zkAuHplJaVc+D01Zgr2kgNSaEr1ZksnR7PiO7xzKqRxxLtuXz+fJMLhqWSk29k+XbC1iYlsu95/XFYjbx/boc5m7ay5ie8SzZ6unZ+926bK4d141Xbh1DanQId765mB835ADw7dpszhvcgS7xYczZuIcvlmcyvGsMP23L91bZ/mPGBn7csAfDMPhoSToFFbXe1gofLknnlVlplFfX0+B08e+vN/D4x6s9/YdrGrj/naV8tCS9sUVD0/U24XQbLN9RwMWndWTepr2Ap+XFQ9NXYhgGhmHw1pxtvPjtJqrqHOzILeeLFZl8uSITgPyyGv4xYwMLGwPgNbuKCPTzYfZGTzBdWlXH3I17WqxarqpzMPX7NN6a6+mXXFJZx5/fX86MlVnebZrabjT9vakfM3iqnh2/oIp5/+C4qbL6SKxKL2zWeuNwfklrjmOpwelqtWO3FTnFVaf8NWgtTf9niMixp4BX2p2oUH/ScsrUf1dERETkJHWoN/FTY0JIjgpucV3PpHDG9Izj7AGeauDxvRNwug3OG5yCyWRiyqjOdEsIo1dSOIkRQXSMCcFiNjGoUzQ+FjMv3jSSWyb0PGC/FrOZQZ2iuGxEZ6w+Fvx8LVwxugvbcyt4+NJBXD++O1+syGR9Zgkju8cxsnssW/eUs3JnIb8Z3olzB6XwwsyN2IL86JUUzqT+ybw6K40hnaO5cnQXVqUXkl1UyebdpZw7KJmUqGDuOKs3j10+hNdmbeGjJeks217AuQNTOG9QCh8uSSez0M4fLuyP2WRi0+5SPl++i97J4by/cAdrdxWTXVzF6X0SWLI1n+o6Byt3FhIf7pkMb87GvQT5+TK0SwzPfrmOv05fSYDVh69XZ5FXVrNPBa/nz+hQf64d15WckipWpRfyxo9b2bS7hLScMrbtLae4so4O0cF8ujSD9xbuYHSPOFZnFFFZ62Dupr34Wsws2pKHYRis21XMLRN6sCajiLKqev799Ub+MWMD78zfTm2Dkzdmb+GtOVsxDINv12STGBnEzlxP24uZq3cTEmBl5prduNxu0nJKueqFuWzaXQJ4+h+/OWcrOY2T6322bBd3vbnEG9yuyyxm5z6T7X2yNIPv1mZT2+Dkg0U7+c0/fmB1RhHgmbDvsn/96K1aNgyjWcuL2gYn1XUOwBOaPvvlej76Kd277f/N23bQlhZLtuZx86sLm4XTh1Jkr/X2ci6vrufW1xY2q+4+Ui63mzv+u5iXv9t8XEI29yH2WdvgZH1W8UHXnygF5TXc+tpCljROyOhyu9nYeP80ac3w/WAMwyC39Jd/z1vichtsPkRP7fLqeorsR/5mxS/xzxkb+OinjOOy72Mpu7iKqsZ/37/W+sxisgorj8m+jrW2EraXVR3dpKbSnAJeaXeiQ/3JLq4iJsy/tYciIiIiIm2I2WTi4UsHExXqeZ04pEs0U28ZTVKkJxCe2C+JF28c5Q2Qrx7blRvP6O7tORvk5+v9++FcMKQD79w1ng7RIfRPjaRzXCgJEYEkRgYREexPzyQbo3rEERMWwHmDU6iudzKhbyImk4lJA5Iwm0xcPqoznWJDCA/2459fb2BIlxgign9+jTuoUxR/u3IoHy5Jp3dyOImRQYzpFY/bMDhrQDKhAVZG9YjlvYU72J5bweOXDyEy2J+/f7aW8xsnuPtpWz5LtuWTEhXMnWf15uvVWXyyNIMpozpz1zl9KK6swxZk5fEpQ3jxxlGc1jWGOJunkKLpWozvnUCQny/Du8Xy5KdrGNMrjguHdeSzZbuYtT6H0/sk8Nsze/H58kw2Z5dyz3l96RQbypJteczZtIfrT+/G+sxitu4tp7Sqngn9kuiVHM7fPltDZqGdF28cyY8b9nDNS3PZnlvB3E17+WTpLr5amck1Y7syvk8Cny3bxcw1u/njhf0xDIOl2wt47YctJEYE8X/ztlNeXc+sddl0ig1lTmOrihmrsrDXNvDWnK2syyzmkQ9X8dTna2lwutiyp4xpi3by1cpMLvvXbBam5XLB0FSmfr8Ze00Dr/6Qxpn9k3jhm428MHMjN7+6kDveWOytgH3y0zU8+vFqDMNgyVZPFXXTn9tzy/n4pww+W+6pJq6pd/LO/O3UNThxud28PW87JhM88cka6h0uGpwuXO6fg5a3521j/mZPtXRtg5PbXl/EV40V0d+vyyGnuIp3F2wHoLrewar0n9tdpOWUNqtiziqsZG9jMLhoSx4NLjerM4p4e/52iu11v6jq+FCq6xzc8J/5B+0J/c3q3Tz4wUoyCw6cuBA8/aL3DZuaWou0JCPfzp/eX37IQHlfe0qqvCH/9+ty8Lda+LzxezNj1W4eeG85Gfme4H9BWi5/mbbioMFXRn4F9n0mOvz4pwxKKj1Bvb2mgac/X4u91rM+LaeUv3+29qDBbdP9AJ5w95ZXF3onhgRP0NpkybZ8fvv6IiprPaFjflkNy3cUeNc7XO5mb0D8a8YGbxX9/hZvyeMP7y5jT0lV4znZ+WDRTu/6l7/bzD++Wu9dziqs9B4XYFeB/aj6e9c7XPy0Ld97bzeN+2AMwzjiN0HA80bIsejt7XIbPDx9Je8v3HHIse27fXbjm0ot7ev5bzbyzvztB93X5uzSZvfyvv8X7C+nuOqo3twBz7+x/PIa7/KnSzP4b2NP99a0JqOI6/4zzzuBaEa+nW9WZ3nXb88tb3HCUzmQAl5pd6JCPC96Y8ICD7OliIiIiJzKzCZTs9YQQLMAd3i3WCb2SzqqfZtMpmZh7H3n9+Pe8/p6lx+8ZCD3nNsHgMgQfx69bLC3D3GcLZCP7p9Ir6RwTCYTo3vEsSO3grMGHDiWPikRPH/DSO5u3JfVx8LTVw3junHdABjTK560nDIm9U8iNNDKzRN7AHDhsFT6d4ikwenmvYU7OL1PAv1TI4m3BeJ2G4zvnUCgnw+v3jqGJ6YMxddiJiYsgCevGEp0qCfg9fXx/Lo4tncCAGcPTCY82I9bJ/biwqGprM4oYv6mvZw9IJkeiTbG9Y7nilFdCAu0Mq53Ah8s3Im9poELh6bSOS6MV77fTJ+UCPx9LUzsl0RaThn3nteXnknh/Ov6Edx9bl/+ed1wHrt8MO8v3EGwvy/DusYweUgqczftJTLEn8Gdojh/cAde+nYT9poG/n3DCPaWVvPkp2vo2yGS68d3Y+6mvSzfUYjJZOJf149g7qa9PPbxau45rw8BVh++WJ7JGz9u4bIRnfjvbWP59w0jmHrLaG6Z2JMQf1/u/t8SYsICuOe8vjx11TAcTjfXj++Gr8XM58szWb6jkIx8OznFVazYWcj367K5ekxXLGYT67NK+G5tNr2Tw5m1LpvKWgfvL9rBxz+l888ZG5i9YQ9uDKbeMhqTCW6YOp+LnvuBv3zgCSz3llbzydJdvD1vOy63m3mb9mIywcdLM6iudzBzzW5+d05vlu8sZHN2KY9+tJqHP1zFzrwK3IbB1O/TeHPOVtZkFHlaWnywnD+9v5zSqjo+/imDy0d24umrhvHj+j1c/dJcrnt5Hl80BoGbs0t57OPV3n7JTZP+Nfnv7C28OivNu1xkr/Vu+9nyXRRU1DK3sY1HncPFtEU7cTQGt7M37CElKphXf0jzVkPvG8Y9+tEq3pyz1fvcm15Z4G1Psr+vV2exIctTQd407mn7BJT7qm1wct/bS3n+6w04XW5mrcvh/sn92V1UxbLtBXywcAfdEsL4bNkuHC43/zdvGxsyS7ytTd5dsJ3XfvCcc73DxUPTV/FGYyi2bW8Z/zdvmzcc/Xz5LhZtyeONH7dS73Dx7683siGrmP98txmX2+Dz5bv4cImnyrvB6eK+t5fywsxNAMzfnEuRvZYvV3q+Fxn5FVz5why27fWc48K0XBwuN4u3elqd/N+8bTz9xTrKquo9EzB+vNobyu7ILWfR1jw+XJLOG7O3HBCifr06iwCrxdu/+/2FO3h/4Q5yiqsor65n5c5C0nLKKKyoxeFy89D0lfzfPE+blLKqeu5+awlfr8pq8XpnFVbyzBfrvIFwdZ3DG9KuyywmOMCX3NIacoqrGkPtBd7WL4ZhsGx7gTc8/n5dDte9PJ+CxlByU3Yp0xe3/H0GeGj6ymb3574hbHW9g2/X7PYGqSWVdc0C8uU7Cvhhved+W5VeSGlVPQvScr0BfEVNg3d/OcVV3PjKAm+w//26bG57fZH3e7OvtbuKqKpzsDqjyFvxvyq90Bve/7Qtnz+8u8w7lvVZxdw4dT71B+kz/vJ3m3jpu00HvQb7qq53MGNlpnfcny7bxd1veT7R4HK7+WJFJt83foLhl8ovr2Hq95vZdZA3bPblNgz+On2lty97ncPFwx+u9F6/RVvzaHC6md14P/5v7lZe+2ELhRW1GIbB1O83s2ZX0S8e46nIp7UHIPJLNVVkqIJXRERERNqKxIggEiOCvMtNIWmT4d1imy0H79Nj+PQ+iazYWciwLjEt7rtzXGiz5W4JNu/f+6ZEMrJ7LL8Z3gmAAalRfPyHiVh9LACM6B7L7A17GNc7AZPJxO8n96O2wYmPxRPeBlgP/ithsL8vb9w+lpTGlhiDO0Xzzl2nYzaZCAnwZVzveDLy7d4Q/Y8X9PdWR4/rHc9bc7Zy7uAUrD4WxvaK5805W7l5Qo/Gc04gPMiPYV1jDrh+PRLDeWLKEPx8Ld6QfkS3WG8F9DmNbSpuPbcntiA/rhzdhdd/3MI/rxtOr6RwGpxuXpm1mclDUkmMCOLBiwdSVl3PpP7JxIcH8af3lhMebOXSEZ0wmUx03+d63nNeX/78/nIeu3wIZpOJPikR9EmJ8HxPwwL4ywcrsAVauX58N5wuN1O/30x5dQMPXzqY4so6vl+bw8r0Ql64YSSv/ZDGaz+ksWRrHv+4bgT//noDy3cU8IcL+hNg9eHvVw5jS04ZceGB/HXaCmZv2ENaTinje8ezZU8ZC9Py+Gb1bm6Z2JPv1mbz+MersZhMnDuoAwXltfz5/eX0TArnwqGpvDVnK+cP7kBFTT13nNWL52duJM4WyOBO0bgNg/v+byn1TheT+ifj52th2n1nALAzz86DH6ygsKKW79dmYwuy8u7CHdx2Zi+mfr+ZRVvy+Me1wymurGPW2hxcbjdn9k8iOtSfu95aQnRoAH+6aABfrsjk+vHdmLEqizvO6s3sDXt4b+EOAvx86JsSQZG9lrd/dzp3vrmY57/ZyNrMYiKC/XjxxpGk5ZSxZU8Zm7JLuWBIKgu35NLgdPPG7K0M6xJDSWUdL367iT9fNICIYH8WbM6lR6KNhWm59E2J4O3529mcXUrvlHD6d4jkpW83ERZo5cYzevD92myiQvxZn1XCc1+tx8/XzOiecWzPLeepz9cyuFMUt03qxW9fX0RMWABWi5nfjOjElysysQVavdXQ5wxMYePuEvx8zSxIy+W68d34ckUWw7rGMHvDHs4ZmMzXq3bz4CUDeenbTRRV1hIS4Muz15zGPf/7iVtfW4iBQXWdk2B/X/aUVGEymVi8JY9zBibz2bJd3DyhJ+8t3EF6XoXn2ll9+HrVbjpEh7ByZyHnD05hzsY9DO0SzdLtBXSKDeWTpRn0T41ke245DqebrXvK+GplFmcPSObCYak89tEqvlubzaCOnvOsrHWQnm/nvvP68tbcrUzqn8TqjCIGdYriq5WZxIcH0TPJhp+vhXmb9hId6o/D5Wbupr3cPKEH363NJizIysdLMzh3UAoOl8FXKzOZMsrTvuajn9JZnVHIA+8t4+LTOvL2vO0E+fnw+u1jWbItn7G94sktqeanbfmEBPhSUlnPRz+lM75PAst3FPDEJ2v4zfCOXDm6K+/M305CRCDvLtjBXef04R9frae0so748EBO75PY7P+q8up6souqKCivZUK/JNxug6c+X8tvhnfi4tNSefzj1WzaXUpNvZOLT+vI3z5dw468Cv5721iiQ/156dtNVNY66J5gY+aa3Vw+sjPfr8tmXWYJKVHB3PraQq4c3YUrRnfhzTlbKaqoZeaa3Vw3rhszV+9mfO94/jljAxaTiZE94rzj+nZNNhcOTWVleiFLtxfQM8nGYx+vJjU6hCeuGMIrszbTKymcz5dnMrJ7HNMW7aSgopaftuVzRt/m51hQXsOWnDJMJhN7S6tJjAhi+uKdhAZaOWdgMmaTiYKKWmIbW1m+8M0mFm/NIyLYn+HdY/lmdRYut+fNluhQf8xmE/HhgSzemsek/sks2pJHUmQQnWJDcbnd/OOrDVw0LJWeSeHUOVzMXL2bC4el4msx8+GSdDZnl/LD+hw6RIcQYLUwrEsMl430TI46e8MeIoL9GNw5mpU7C1mTUYSvxcyAjlEs3pLHqvQiZq7ZzTVju7JsewHnDU7h+7XZDOwYxebsUvqmRPDFikwGpEZSUF7LBUM6HPTnlPxMAa+0O00vltWDV0REREROBp3jQnnzjnFH9VyL2cRjlw9p9lhTuAtw1oBkDMPwvnbuFNs8LD6cDo0T2DUx79Mf+c6zelNV5/CGuvv2To4ODeDKMV28QcyYnnG8OWcrgztFecfYFO62ZHDn6GbLj0/5+RzDAq1Mv2+CdyK+84d0ICrUn74pEZhMJs7om8g3q7K8vZj3PU7flAguG9GJHkk2/FsIt7vGh/HJH870BuD76pUUzul9EtiRW8HZA1NwGwZfrsxiVI84wgKtjO0Vz/3vLKN7go3OcaFcOqITj328mstHdqZvSgRPThnC16t3M76PpyK6qUK56Vo+P3MjdQ0uXr9tDGt3FfP6j1twuQ1O75NIVIg/D3+4ipsn9MBiNjFlVBdchsE1Y7tiGHDj1Pm8/N0mrhvfjfMHd2DlzkKK7HU8deVQTCYTD05bweie8fj5eu6Npv7KPRJtPHzZIJ7+fB1/vKA/KdHB3P3WElwug8Vb85nQL4m/TFuB2WTi9rN6sbekmjdmb8Hf6glu3Qbc+cZiBnWKYsqoLny9ajcbskr4ckUmZ/ZLYtqiHQztEsOYnvGEB/vxu7N789XKLG47sxfvL9zBxz9lsD6rhEuHdyK/vJbXfkhjU3Ypj14+mBkrs/jHjA3szC0nOjSAf329gUn9k0mKDOLG07vz7JfrmdQ/iZ15FVw9pisvf7uZUT3iWLurmMo6B13iwvh8eSa/O7s3JpOJxz9ZzU1n9MBsMnHh0FR+2pbPb8/sRUJEECO6x/LRTxk8eMlAeieHc+PUBRTb6zhnYAoAb83dyu6iKm6Z0IOFW/J4c85Wlm0v4I3bxzJ9cToPTltBt8QwxvVOoLbByX++28wrt44hJiyAxy4fzPIdBVw5ugvp+Xb+On0lZhO8cusYFqbl8sQnazCbTFwwtAN7S6v5z/eb2V1Uyd+vHMZfPlhB1/gw4sIDuW58d65+cS5vzdnGoE5RXD++G79/eyk/bc/n+vHdKa2q46VvN7GnpJo37xhHfHggb94xjl0FlXy1MpPfv7OU1OgQJvRNZFzvBP43dxtPfb6OUT3iuGxEJ+5/dxkRwX5cO7YrFrOZDxbtwOpj4dpxXZm7aS+z1uXw7drd3HNuX6Yt3sknS3exdlcR23Mr8LWYmdgviSVb83n1t2P4aEk6b83Zyu2TevHpsl18tmwXK3YU8NjlQ8grq+HLFZlU1zu4+9w+vDN/O8u3F/C/edv4zfCOfL8uhy17yugSF8p95/fjllcXYK9tIDYsgNsn9eJfX2+gR2I48eE/f6J34+5SUmNCmNAvkee+9FQQXzqiE1+vzuKb1VlEhfjz7LWn8eiHq9i6t5w6h4uJ/RJ5c85WeiaFEx0awIS+iTz1+Vryymr4/fn9qHU4mb95L/UON90Swpi+JB1nY//iBy4cwKs/pNG/QySFFbW8eONIRvWI4x8z1jNkczRXjelKsL8vq9ILueOsXgT4+bAgLZdl2/M5s18SxZV1/Pb1RXSLD+PhSwdzzUtz+WL5LtLz7Vw1ugvfr8vmjL6JrM4oYn1mMTdP6MG8zbkM6hSF1cfCD+tzGNQpik+X7iIi2I/Plu2i3uGitKqe3snh9EwKZ+ueMq4f3413FmynzuHCz9fCjaf34MMl6aREBTOpXxIhgVZvdf0zX6wjKTKIV387hlnrslm2o4Ate8p45ZbRTP1+Mwu35FHvcHH2wGTmbtzLq7eOJjjAl027S6lzuHj9hy0kRwUT7O/LS99uws/Xwn9vG8tHP6UzeUgHvl+bTUllHd+vy+a0rjGNn3SIwGSC357Zi2tfmstzX61jYv8kzhqQzAPvLWfdrmKmjOrc4v/VciBdJWl3vBW8oQp4RUREREQOpW9KBH0bK1CPtSB/X2/I2pLrx3f3/j3WFsibt48lZb/A+Nccu4mvxcyYnvHe5UuHd6JbfBjhwX4tPvemxirig2kp3G1yz7l9aXC6sJhNWDDx1FXDCPLz/FrdM8kTOk1urDYb1jWG2yb14tyBnqA5JTqEu87p0+J+R3SPpfeGCIL8fEiKDCYqNID3F+7grAFJ+PtaGNI5mtsm9eKs/p42HiEBvtx2Zi/v868b343Pl2dy1oBkTCYTj14+BKfL7Q1G/n39iINOXji4UzSf/vFMb3h/2cjOfLgkneeuHU7flAhC/H3JK6thUv8kahqc3PTKAnwtZl777VgC/SxMW5TOGX0TsJhNjO4Zx9TvN1PvcHHf+X2p+LSB+Ztz+ce1wwEY3TOe0Y3fqzhbAPe/swyrj5lHLxtMdZ2Dm19dSP/USAakRpEQHsRt/13ElJGduei0jtz5xmJe/yGNW8/sSd8OkYBn0q4JfRO5emwXVuws4Ns1u3nxxpFkFNh5+ou1JEUGM7x7LGaTiUcvG8zAjp43GGLCAnj7d+N/7sfd2GJjbK94zCYTo3rEsWZXEU9dPQy32+CGqfOJDPZndM94Ym2B3Pt/PzGiWywJEUFcPbYri7bmce1YT9uUswYkM7xbLLYgP+990TMpHPC0XPnrJQMBT9X6pSM68WNjBbDVx8L5gztw55uLuXJ0F/qkRNCvQwT/m7uNq8Z4Wp8M7RLNgrRcnr56GJ3jwhjWNYac4mrOHZRMvcPNd2uzGd4t1ht+mkwmOseFcv/kfny4JJ33Fuzgtd+OwWI2MaFfIh//lMG95/WhS3wY3RPCyMi3e78/L323CR+ziTP7JxPk58vz32wkMsSPoV1isJhNPPzhKgakRvL01cN4/OPVZBdXMbhzNClRwTxwYX8cLjdWHwsxtkD+9N4yQgOt9EwKp0N0CC/M3EisLYCJ/RIpr27gnzM2EBHix01n9KB3cgTPfbmOqbeMJiYsgAuHdeTLFZm8ftsYkiKDWbGzgA8W7eCBCwd47+GNu0vo1yGSS07ryPa9FZzeJ4FRPeI4b3AKny3bxRWjuxAaYOXa8d14f+FOpt4ymtAAX256ZQFrdxXz96uG0jMxnKXbCxjeLZbIEH/O6JPIff/3E1ZfC/+7cxyLt+Tx6g9buHViT8b1jmf6kp08++V6zuyfhL/Vh9E94+mZFM67C7Zz7//9hMttMKhTFLG2QMb2iuftedvx8zXz9u9Ox99q4fUftjBlVGdCAnw5e2Ay/529lStHd+HCYal8umwXG7JKeOaLdbjdBnHhgczZuIdrx3YjyN+H57/ZyLLtBVwzrisXDk31Vup2jA3h06WefuV/v3Io3RNszN64h6nfb+amCT0Y3yeBt+dvY9mOAm6b1IsAq4X/zdnK3z5by3Xju7EwLZe3523jxw17+OslA/l+bTZ3vrkYk8nE364Yyt8/W0NGgZ0hnaO9/5ePa2zh42M28fw3G/H1MXPLxB7szKvgwWkrKK2q46mrhpFbWs3/5m5jZ14F0+6dwO/fXsrL321iZPc4/H0tnNk/iS+WZ/LYZUNIjPRUkmcXVXHeYFXvHjFDjouKigoDMCoqKlp7KCcdp8tlvDF7i+F0uVp7KCIiIiIiIl419Y6jfq7T5Wr2O86u/Aqjuu7I91fvcB71sfcfR05x5UHXb9pdYuzKb/n33I1ZxcakJ2canyxNNwzDMHKKK43nvlxnuNzuFrf/asUu49s1u73LS7bmGXml1d7lfc9pc3aJcf1/5hmVtQ2GYRjGf77bZEx6cqaRVWg3DMMwCsprjMwCu3f7d+dvN1buLDjc6bao2F5rbN9b5l2et2mPsXZXkXf5tR/SjB255d7l2oajv/a19Q7Dvc/1+WF9tlFV5znHZdvzjUlPzjT2FFcZhmEYq9MLjT+8s9S7fU29wyirqvM+Nz2v3Ci21x70WPtuW1RRa7y3YLt3eUduuTF7Q453+X9ztxqfL8swDMMwGpwuY8q/Z3u/r2632/hxfY73fv/njPXGpCdnGusyf75G+/r31+uN139I8y4//80GY1FarmEYhlFZ22Bc9q8fjWXb873r6/a5nvUOp5Gxz/22KC3XuPONRc32/9vXFhqLtuQe9LybuN1uw17T4F2euTrLePrztd7lYnutUVFT7932zjcWGV+vyvQuL9qSazQ4Pf9Gv1u725j05Exjd+HP91wTh9Nl7MwtN0oqf/5ePPDeMuOjJektjiuvtNq447+LjPJqz7Gf+GS1cd5T3xnPf73BWJdZZJz31HfGRc/OMuoanIbT5TaufnGO8dvXFhoOZ8uZyL7308K0XOOyf/3o/V59tTLTePSjVd71T3y8ynjgvWWGy+020nJKjbOenGn8ddoKw+12GxXV9caD01YY6Xme6//6j2nGpCdnGltySls87r+/Xm/87dM1htvtNqpqG4xrXpprvDN/m3cck56caTz7hed6f7lilzHpyZnGmgzPPVNSWWvMWpft3dfekioj7SDHOVn92hzRZBhHOPWk/CJ2u52wsDAqKioIDf1lH4MSERERERERaW/chsH7C3Zw6chOBPkdvLr7aBmG4a26zS6qZP7mXK4/vfthntV+uQ2DHbnl9EgM9z627zU4kUoq67AF+TWbqLJJeXU936/L4YpRnVscm2EYGDRv8bIvh8uN7yEq5/eVVVjJvf/3E1/9+SxMJhMVNQ1M+fdsPrp/ordq+lhxud3edib7c7jcrM8sZuhBeqfvz+lyH/LTAfvatLuEdxfs4O9XDsXf6sMXy3dRVefkuvGeKvH1WcVEBPkd8Sci6htbNDTZ9x6qbXBiMZu8rX3mbtxDn5QIYm0HTmpf53CxfEcB4xurdvfXFC827bu6zoG/1QeL2USD08Wdbyzm/gv60yspnOp6Bx8s3MnNE3oc8XU52f3aHFEB73GigFdERERERERE5NhpcLq48NlZvHfPGUSHBrBkax7vLdzBG7cfXR9zOXFa682J9uLX5oiKyUVEREREREREpM2z+liItQWSU1wNwKbsUvo19mSWtk3h7vGlgFdERERERERERNqF5KhgckqqANiQVXLcJpIUaU8U8IqIiIiIiIiISLuQHBlETnEV9toGsgorVcErggJeERERERERERFpJ5oqeDdnl5IUGUR48LGdXE2kPVLAewivvvoqHTt2xN/fn8GDB7N48eLWHpKIiIiIiIiIyCkrOTKYPcXVbNxdSl9V74oACngP6uOPP+a+++7joYceYt26dYwZM4ZzzjmH7Ozs1h6aiIiIiIiIiMgpKTkqmOLKOlbuLKRfB/XfFQEFvAf1/PPPc/PNN3PLLbfQs2dPXnzxRZKTk3nttddae2giIiIiIiIiIqeksEArIQG+7C2tVv9dkUYKeFvQ0NDAmjVrmDRpUrPHJ02axNKlS1tpVCIiIiIiIiIikhwZTGJEEJEh/q09FJE2wae1B9AWFRcX43K5iI2NbfZ4bGws+fn5LT6nvr6e+vp677Ldbj+uYxQRERERERERORV1iA7GZDK19jBE2gwFvIew/38WhmEc9D+QZ555hieeeOJEDEtERERERERE5JR184SeKN8V+ZlaNLQgKioKi8VyQLVuYWHhAVW9TR588EEqKiq8Xzk5OSdiqCIiIiIiIiIip5SQAF+C/X1bexgibYYC3hZYrVYGDx7M7Nmzmz0+e/ZsRo4c2eJz/Pz8CA0NbfYlIiIiIiIiIiIicjypRcNB3H///Vx77bUMGTKEESNG8MYbb5Cdnc3tt9/e2kMTERERERERERERARTwHtSUKVMoKSnhySefJC8vjz59+vDdd9/RoUOH1h6aiIiIiIiIiIiICAAmwzCM1h7EychutxMWFkZFRYXaNYiIiIiIiIiIiEiLfm2OqB68IiIiIiIiIiIiIu2UAl4RERERERERERGRdkoBr4iIiIiIiIiIiEg7pUnWjpOm1sZ2u72VRyIiIiIiIiIiIiJtVVN+eLRTpSngPU4qKysBSE5ObuWRiIiIiIiIiIiISFtXWVlJWFjYL36eyTjaaFgOye12k5ubS0hICCaTqbWHc1zZ7XaSk5PJyck5qpn+RNor3ftyKtJ9L6cq3ftyKtJ9L6cq3ftyqtK933oMw6CyspKEhATM5l/eUVcVvMeJ2WwmKSmptYdxQoWGhuo/ADkl6d6XU5HuezlV6d6XU5HuezlV6d6XU5Xu/dZxNJW7TTTJmoiIiIiIiIiIiEg7pYBXREREREREREREpJ1SwCu/mp+fH4899hh+fn6tPRSRE0r3vpyKdN/LqUr3vpyKdN/LqUr3vpyqdO+3X5pkTURERERERERERKSdUgWviIiIiIiIiIiISDulgFdERERERERERESknVLAKyIiIiIiIiIiItJOKeAVERERERERERERaacU8IqIiIiIiIiIiIi0Uwp4RURERERERERERNopBbwiIiIiIiIiIiIi7ZQCXhEREREREREREZF2SgGviIiIiIiIiIiISDulgFdERERERERERESknVLAKyIiIiIiIiIiItJOKeAVERERERERERERaacU8IqIiIiIiIiIiIi0Uwp4RURERI5SVlYWJpOJ8vLyNn+sG264gfvuu++g6++77z5uuOGGo9r3sWa32+nUqRNFRUWH3Xbf88rOziY4OJiKiorjPMIT4+mnn+bKK69s1TG88847DBgwoFXHcCQef/xxLrroIu+yyWRi/fr1J3QMh/t+Hcv7c9q0aVxzzTW/ej8iIiJyclDAKyIiInIQwcHB3i+LxYKfn593+Zxzzmnt4bUbX331FV27diUwMJDRo0ezbdu2Q27/73//m4svvpjo6OhfdJyUlBSqqqoICwv7NcNtFS0FqX/961/58MMPW2dA8ovt//3aP2Q+lvfnlVdeyYoVK1i3bt2v3peIiIi0fwp4RURERA6iqqrK+zVmzBiee+457/L333//i/fndDqPwyjbth07dnD11VfzwgsvUFpayhlnnMGFF1540GvhdDp54403uPHGG0/wSEXaD7PZzNVXX82rr77a2kMRERGRNkABr4iIiMiv9M0339ClSxdsNhs33HADDocDgAULFmCz2XjttddISUlhxIgRAMyZM4dhw4Zhs9no3bs3X3/9tXdfs2fPpl+/foSEhBAbG8sdd9xxRMcC+PHHHxk4cCBhYWEMGjSIOXPmHHTMixYtom/fvgQHB3PJJZdQWVl5LC+J1/vvv8/pp5/O+eefj7+/P4888giFhYUsXry4xe1XrlyJy+WiT58+3sfcbjcvv/wyPXr0ICQkhK5duzJr1qwDnrt/G4sbbriBm266iYsvvpjg4GD69evHkiVLDjrW8ePH8+CDD3LWWWcRHBzMoEGD2LRpk3d9VVUVd911FykpKcTExHDdddc1+7h90zUNCQnhkksu4eabb27W9uKaa64hISGB0NBQBg8ezPz58wFYt24dt99+O5s2bfJWiGdnZzdrO3DPPfdw0003NRvvc889x9lnnw2AYRjea2Sz2Rg/fjxbt271bvv888+TkpJCSEgIqampvPXWWwe9Dofy+uuv06lTJ7Zt23bYYx7qejV9r958801SU1OJjIzkzjvvpKGhocXjVlVVceGFFxITE0NYWBhjx45lw4YNR3UOjz/+OOeffz4333wzoaGhdO3alS+//NK73uFw8OCDD5KSkkJ0dDRTpkzxtgsxDIM///nPxMXFERoaSrdu3Zg5c6Z3v03fr2HDhgEwcuRIgoODefrpp5vdn2vXriUkJISamhrvcfPy8rBarezduxeAtWvXcvrppxMREUGXLl148803m53HhAkT+Oabb47qGoiIiMjJRQGviIiIyK/07bffsnbtWrZs2cKcOXOYNm2ad11lZSUbNmxg27ZtLFy4kI0bN3LZZZfx7LPPUlpayn//+1+uvfZatm/fDsD111/PAw88QGVlJbt27eLaa689omNlZGRw4YUX8sgjj1BSUsJf//pXLrjgAjIzMw8Yb1lZGRdccAF33XUX5eXl3HjjjXzwwQeHPMd+/fphs9kO+nUwGzdubNZ6wNfXl169erFx48YWt1+/fj09evRo9tjUqVN58cUXmTZtGna7nblz59KhQ4dDjrfJtGnTuOmmmygvL+fOO+/kggsuOGQf4/fee49nn32W8vJyhgwZwt133+1dd9NNN1FaWsrGjRvJzMzE4XBw1113AT9f09///veUlZVxyy23NLsPwBPIbd26lZKSEq644gouvfRSKisrGThwIK+//jp9+/b1VoinpKQ0e+51113HZ599Rm1trfex999/33t/vPbaa/zvf//jm2++obi4mEsuuYTJkyfT0NDAjh07ePjhh/nxxx+prKxkxYoV3gDyl3jsscd45ZVXWLx4MT169DjkMQ93vZp8+eWXrF+/nk2bNrF06VKeeeaZFo/tdru56qqryMzMpKCggIEDB3L55ZdjGMYvPg+AWbNmMWzYMEpLS3n++ee58sorycjIAOCZZ55h5syZLFmyhMzMTEwmE1dffTXgeQNm+vTprF27Frvdzpw5c+jWrdsB+1+5ciUAS5cupaqqir/+9a/N1g8aNIjU1NRmwfK0adMYN24ciYmJ5Ofnc+aZZ3LHHXdQVFTEV199xWOPPcbcuXO92/fq1YuCggLy8vKO6hqIiIjIyUMBr4iIiMiv9PjjjxMaGkpCQgLnnHMOa9as8a5zu908++yzBAYGEhgYyH//+19uuOEGzjjjDMxmM6NHj+b888/nk08+ATwBaHp6OkVFRQQFBTFy5MgjOtZHH33E+PHjueSSS/Dx8eHSSy9l9OjRLfZwnTlzJgkJCdx22234+PgwefJkzjjjjEOe48aNGykvLz/o18FUVVUdEADbbLaDVgyXlZURGhra7LHXXnuNxx9/nMGDB2MymUhJSaFnz56HHG+TCRMmMHnyZHx8fLj99tuJjY31Vly25Nprr2XgwIH4+Phw/fXXe69vUVERn3/+OVOnTsVmsxEUFMSTTz7Jxx9/jMvlYubMmSQlJXHTTTfh4+PDueeey4QJE5rt+8YbbyQsLAxfX18eeOAB3G73QYPu/Q0ZMoTk5GRmzJgBeKp+s7OzufjiiwF45ZVXePLJJ+natSs+Pj7cc8891NbWsmLFCiwWC4ZhkJaWRm1tLbGxsfTr1++Ijgvgcrn47W9/y9y5c1m0aBGJiYmHPebhrleTxx9/HJvNRkJCAg8++CDvv/9+i2MIDQ1lypQpBAUF4e/vzxNPPMGOHTvIzc094vPYV7du3Zrd/6effrr338r777/Pww8/TEpKCsHBwTz//PPMnj2b3NxcfH19qaurIy0tDYfDQUpKSosB75G49tprm53v+++/z3XXXef9+9ixY7n88suxWCz06dOHG2+8kenTpze7JuD5NyMiIiKnNgW8IiIiIr9SXFyc9+9BQUHNwsuQkJBmAWdWVhavv/56s+rXGTNmeIOqL7/8ks2bN9O9e3cGDhzoDX4Pd6w9e/aQmprabNtOnTqxZ8+eA8abm5t7QAXskVbE/lLBwcHN2hgAVFRUEBIS0uL24eHh2O32Zo/t3r2brl27HtXxWzrPpo/At2T/61tVVQV4vm9ut5tOnTp5v29Dhw7FbDaTn59Pbm4uycnJzfa1bxWu2+3moYceomvXroSGhmKz2aioqKC4uPiIz+Xaa6/lvffeAzyVxr/5zW8IDAz0ju+aa65pdl+VlZWxZ88eOnfuzLvvvsvUqVOJjY1l0qRJzSb/OpycnBzee+89Hn30UcLDw72PH+qYh7teTfb9/hzqe1NbW8udd95JamoqoaGh3nv9l1y/fR3qvtj/31JCQgJ+fn7s2bOH008/nSeeeIJHHnmEqKgofvOb37RYJX8krrnmGubNm0deXh4bN24kIyODSy65BPBc2++++67ZtX355ZebVes2/TvZ93siIiIipyYFvCIiIiLHkdnc/OVWcnIy9957b7Pq16qqKl577TXA89Htzz//nOLiYh555BGuuuoqCgoKDnucpKQksrKymj2WmZlJUlLSAdsmJCSwe/fuZo9lZ2cfcv+9e/f29odt6etg+vXr1yxMdDgcbNmyhb59+7a4/YABA7ztKpp06NCB9PT0Q47vYFo6z6YK1F8iOTkZs9lMbm5us+9dXV0diYmJJCQkkJOTc8CxmkyfPp3p06fz7bffUlFRQXl5OWFhYd4WA/vfJy255pprmDt3Lnv37uXDDz9s1r4jOTmZTz/9tNnYampquPLKKwG4/PLLmT9/PgUFBfTv3/+A1h+H0tRK4KqrrmLBggVHdMzDXa8m+35/DvW9+fe//82aNWtYsmQJdrvde68fbYuGQ90X+/9bys/Pp76+3vtv6c4772T58uVkZ2fj5+fHPffc0+IxTCbTIceQkJDAuHHjmD59Ou+99x6XXHIJQUFBgOfaXnzxxc2uXWVlJd999533+Vu2bCE2Npb4+PhffP4iIiJyclHAKyIiInIC3Xbbbbz99tvMnz8fl8tFfX09y5YtY+vWrTQ0NPD+++9TVlaG2Wz2Vv76+Pgcdr9TpkxhwYIFzJgxA5fLxRdffMHixYu54oorDtj2vPPOY+/evbz55ps4nU6+/fZb5s2bd8j9p6WlefvDtvR1ME1Vit999x319fU89dRTREVFMXbs2Ba3b+oNm5aW5n3stttu44knnmD9+vUYhkF2dnazybwOZd68eXz77bc4nU7efPNN8vLyOO+8847oufuKi4vjoosu4q677vJWjebn53t7qJ533nnk5OTwzjvv4HQ6mTVrVrNrarfbsVqtREVF0dDQwJNPPtmsUjk2Npa8vLxmPXb3l5SUxOjRo7n55puxWq2MHz/eu+53v/sdjz76qDcct9vtzJgxg8rKSrZv387s2bOpra3FarUSHBzc7J4ymUzNgtuWnHPOOUyfPp1LL73U2wf2UMc83PVq8uSTT1JeXk5ubi7PPPOMt9ft/ux2O/7+/oSHh7fY0/aX2rFjxwH3/5QpUwDPPfv000+Tk5NDVVUV999/PxMnTiQhIYFVq1axdOlSGhoaCAgIICgo6KD/PmNjY719fQ/muuuu491332X69One9gzgqdaeN28en3/+OQ6HA4fDwfr161m1apV3m3nz5h3VvSwiIiInHwW8IiIiIifQwIED+fDDD3n44YeJjo4mMTGRRx55hPr6esBT6dmlSxdCQkK4++67mT59OpGRkYfdb5cuXfjiiy947LHHCA8P58knn+TLL7+kU6dOB2wbERHBjBkzeOmll7DZbLz11lsHDdZ+re7du/PBBx9w7733YrPZmD17Nl9//fVBQzEfHx9vCN7knnvu4Y477uDyyy8nJCSEiRMnHrbiuMlVV13Fm2++6f2I+4wZM476I+3vvPOOt9VAaGgoY8aM8fbojYiI4KuvvuJf//oXNpuNN954g8suuww/Pz/AM3le79696dChA506dSIgIKBZS4czzjiD4cOHk5iYiM1mO+j5XXfddfzwww9cc801zap+77rrLm644QYuueQSQkND6dmzp7dfa0NDA4888gixsbFERkYyb9483nnnHcDTfiE4OPigFdX7mjRpEh9//DFTpkzhxx9/POQxD3e9mlx44YUMGDCAPn36cNpppx00uL3//vuxWCzExsbSp08fRowYcdjxHsrZZ5/N8uXLiYiI4N577+WDDz7wtgF58MEHOeussxgxYgSpqak4HA7vJIR2u50777yTyMhI4uLiyM3N5aWXXmrxGH/729+45557CA8P59lnn21xm0suuYTMzEzMZnOzPtiJiYn88MMP/Pe//yU+Pp7Y2Fh+97vfed8UcLvdTJs2jd/97ne/6jqIiIjIycFkHO3nmkREREREjgO73c7AgQNZvnw50dHRR72fG264AZvNxosvvnjsBvcLTJo0ibFjx/Lwww+3yvGPxLvvvsu2bdt45plnTuhxs7Ky6NixI2VlZQdMwne8Pf7446xfv56vvvrqhB73WGpq9zFt2rTWHoqIiIi0AYf/vJ+IiIiIyAkUGhp62I+2t0U//vgjgwYNwmaz8dlnnzF//vxWC5eP1PXXX9/aQ5CjcNVVV3HVVVe19jBERESkjVDAKyIiIiJyDKxZs4arr76ampoaUlNT+eCDD+jVq1drD0tERERETnJq0SAiIiIiIiIiIiLSTmmSNREREREREREREZF2SgGviIiIiIiIiIiISDulgFdERERERERERESknVLAKyIiIiIiIiIiItJO+bT2AE5Wbreb3NxcQkJCMJlMrT0cERERERERERERaYMMw6CyspKEhATM5l9ej6uA9zjJzc0lOTm5tYchIiIiIiIiIiIi7UBOTg5JSUm/+HkKeI+TkJAQwPONCQ0NbeXRiIiIiIiIiIiISFtkt9tJTk725om/lALe46SpLUNoaKgCXhERERERERERETmko23zqknWRERERERERERERNopBbwiIiIiIiIiIiIi7ZQCXhEREREREREREZF2SgGviIiIiIiIiIiISDulgFdERERERERERESknVLAKyIiIiIiIiIiItJOKeAVERERETlKm7JLMQyjtYchIiIiIqcwBbwiIiIiIkfBbRj88d1lFFfWtfZQREREROQUpoBXREREROQoOJxuAFwuVfCKiIiISOtRwCsiIiIichScLk/A61aLBhERERFpRQp4RURERESOgkMBr4iIiIi0AQp4RURERESOgjfgdSvgFREREZHWo4BXREREROQoNPXgVb4rIiIiIq1JAa+IiIiIyFFQD14RERERaQsU8IqIiIiIHAW1aBARERGRtkABr4iIiIjIUXC4PMGuKnhFREREpDWdkgHvokWLmDx5MgkJCZhMJr766ivvOofDwZ///Gf69u1LUFAQCQkJXHfddeTm5rbegEVERESkzXGoRYOIiIiItAGnZMBbXV1N//79mTp16gHrampqWLt2LY888ghr167liy++YMeOHVxwwQWtMFIRERERaat+7sHbygMRERERkVOaT2sPoDWcc845nHPOOS2uCwsLY/bs2c0e+89//sOwYcPIzs4mJSXlRAxRRERERNo4h1M9eEVERESk9Z2SAe8vVVFRgclkwmazHXSb+vp66uvrvct2u/0EjExEREREWotaNIiIiIhIW3BKtmj4Jerq6vjLX/7CVVddRWho6EG3e+aZZwgLC/N+JScnn8BRioiIiMiJ5g14VcErIiIiIq1IAe8hOBwOrrjiCtxuN6+++uoht33wwQepqKjwfuXk5JygUYqIiIhIa/C2aFC+KyIiIiKtSC0aDsLhcHD55ZeTmZnJvHnzDlm9C+Dn54efn98JGp2IiIiItDanWy0aRERERKT1KeBtQVO4u3PnTubPn09kZGRrD0lERERE2hhNsiYiIiIibcEpGfBWVVWRnp7uXc7MzGT9+vVERESQkJDApZdeytq1a5k5cyYul4v8/HwAIiIisFqtrTVsEREREWlDnJpkTURERETagFMy4F29ejWnn366d/n+++8H4Prrr+fxxx/n66+/BmDAgAHNnjd//nzGjx9/ooYpIiIiIm2YJlkTERERkbbglAx4x48fj3GISotDrRMRERERAXC4PK8ZVcErIiIiIq3J3NoDEBERkeNrQ1YJny/f1drDEDnpOJwuAFTAKyIiIiKtSQGviIjISW7rnjKW7yho7WGInHScjcmuWjSIiIiISGtSwCsiInKSq6pzUF7d0CrHfnHmRsqr61vl2CLHm8OpSdZEREREpPUp4BURETnJVdc7qag58QGvYRj8uGEPRfa6E35skRPBO8maAl4RERERaUUKeEVERE5yVXUOKmsbTngIVVXnxOU2cLndJ/S4IieKAl4RERERaQsU8IqIiJzkquuduA2orHWc0ONW1HhaM7jUn1ROUt4WDbrHRURERKQVKeAVERE5yVXXeYLdihPcC7epLYTCLzlZOb0VvK08EBERERE5pSngFREROclVNQW8R9CH1+U2uP+dpcekZ29F48RuquCVk5VaNIiIiIhIW6CAV0RE5CRjGAalVT9PbFZd58RsMlF+BKFtYUUtaTllZBdVtrje6XJjP8Lwt+l4rRHw5pfVsD6z+IQfV04t3gpevYkhIiIiIq1IAa+IiMhJZnNOGb9/e6l3uarOQVx4wBFV5WYXe4LdvPKaFtfP35zLg9NWHNE47K0Y8C7cksdHP2Wc8OPKqUUVvCIiIiLSFijgFREROcnkl9VQUlmPYRg0OF04XG4SwoO8LRMOJbu4CoC8spYD3j0lVaTn2ymsqG1x/dpdxRTbPdXD3h68rRB+VdTUH3GlscjRcqiCV0RERETaAAW8IiIiJ5niyjocLjc19U5v/93EiKAjquDdU1yN1cdM/kEC3vxyT7C7OqOoxfX/m7uVxVvzgJ8D3qYK3nqHixe+2XhCKnorahqoqFXAK8eXw+nG12LWJGsiIiIi0qoU8IqIiJxkiu2eELa8uoGqOid+vhYiQ/yOsEVDFQNSIw/aoiG/vIbOsaGs2FkIQFpOKdv2ljVbn9/43P178JZX1zNrfQ5ZhS339z2WKmoaqFQFrxxnTpeB1cesFg0iIiIi0qoU8IqIiJxkmloklNfUU1PvINjfh7BAK+U19Yd8nmEYZBdXMaxrDPllP7dgcLnd3r/nldVw4bBU1mUWU2Sv5YlP1vDliiwAKmsdVNU5KWis8q2o9hyv6ePrTUHv5pzSY3Oih1BR3UC9002dw3XcjyWnLofLjZ+vRS0aRERERKRVKeAVERFph/45Yz17S6pbXFdc6Ql4y6rqqapzEuTnS1ig32F78Hoqfh0M7RxDWXU9dQ1OMgvsXPPSPNyGQW2Dk4qaBoZ3iyU0wJe/fLACi9nEnhJP396myt2Cxv68FTUNmE0mb0DsDXizj3/A21Q9rD68cjw5XW5V8IqIiIhIq1PAKyIi0s64DYOFaXlszy1vcX1xZV1jxa4nsA329yUsyHrYFg05JVXEhAUQawvA39dCfnkta3YVU1pVz56SavLLagi0+hAa4MuwrjGUVzfwwIUD2FtajWEY5JfVND6vBsMwqKhpIDzYisvYr4I3uxSjhUCsvLreGxL/Wk3Vw0fSlkLkaHkreJXvioiIiEgrUsArIiLSzpRW1uNwuclrYSK0BqeL8uoGusSFUl7dQHWdg6DGFg32moYWg9Um2cVVJEcFYzKZiA8PJK+shg27SwDYkVtOXnkNceGBmEwmrh7TlWevOY3eyeHUNbgoqawnr7yG3ikR1NQ7Ka6so8HpJjzIr1mLBj9fC/aaBu9kbfv6bNku/jd326++PnUNTuqdbu85ixwvDU43fj5q0SAiIiIirUsBr4iISDvTVOXa0kRopZX1WMwmOsSEUF79c4sGW6AVp9ugut550P3mFFeREhUMQJwtkL2l1WzOLqV3cjg78yrIL6sh3hYAQGSIP13jw/DztRBjC2BPSRV5ZZ4J2IL9fdmRW4HZZCIsyM9bues2DPx9LXRNCGuxTUNmYSWFFT8Hv0u355ORb//F16e8pgGzCRIiAlXBK8eV0+XG6mtRiwYRERERaVUKeEVERNqZpoA3v4UK3uLKOiKC/YgI9vNW8Ab7+xDo54OP2XTIPrzZ+wS88eGB/LQtH7PJxNkDk9mRW+Gt4N1fUmQwOSXVFJTXEB8eSJwtgO255YQG+uJrNnkDXpfbjcVsok9yRIsBb1ZR84D3yxWZfLt2t3f5P99tYm9py32H91VR00BIgBVboB/2WgW8cvw4XG78fMyq4BURERGRVqWAV0REpJ3JL68lzhbQYgVvsb2OqFB/bIF+VNTUU1XvIMjfF5PJRFiQlfKaejLy7cxYmcnirXnUOVyApxIxI9/+cwVveCBb9pTRNyWCHgk2MvIr2FtaQ5ztwIA3OTLIU8Fb7lkfawtke245YYFWzGaTt7rR5TY8AW9KBCvTC1m5s9C7rqrOQbG9jrIqT/uJpvNsCoLLq+uZuSab1emFh70+FdUNhAVaG1s0OI7iCoscntswvG1HVMErIiIiIq1JAa+IiEg7k19ew8COUZTY62hwupqtK6qsJSokAFuQtbGC10mwvy8AYYF+lFbV87fP1rBwSx5vztnKq7M2AzB/cy7B/r70TAoHIL4xyO2XGkliZDBms4mNWSXEt1jBG0ROcRWF5bXEhwcSawtgZ24FYYFWLM0qeD0B79Au0Uwe0oEXZm7k0Y9WAbC7qBJbkBWTyUSJvQ6ny02xvZbdRVXYaxpYn+npBbxtb3mL18RtGN7q3oqaBmxBVkIDrarglePG2fhGhNVHAa+IiIiItC4FvCIiIifIza8uIPcIWgwcTkF5Db2Sw/H1MVOw32RlxfY6okP9sQX5UV5dT3W9Y5+A18qMlVkA/PO64Tx3zXDmb84lI9/Op8syuHREJyxmE4C3FUP/DpFYzCa6xIXhcLlbrOBNigxmc04ZbsMgOtSfuLAAquudhAX6YTGb9wt4zVjMZq4a05VXbx3DmowiyqrqySqspFNsKFGh/hTZaymsqMVkMpEUEURaThnrMotJjQ5hW26597hF9p/PfXV6Eb9/eymGYVBeU09YoB+hgb7qwSvHTVOlub+vBXVoEBEREZHWdEoGvIsWLWLy5MkkJCRgMpn46quvmq03DIPHH3+chIQEAgICGD9+PGlpaa0zWBEROSm43AZ7S6opqKg9/MaHkVdWQ7wtkDhboLcfb5OSyjoiQ/yxBVmx1zqoqGkgyM8H8AS8m7JLuWJUZyxmM/HhgZw/uAOPf7Iae42Dif0SvftJjAjklgk96BgbAkC3hDBMQGzjJGv7SooMot7hIjosAB+LmdjGEDgs0BezCW9/0qYK3ibhwX50iQtjdUYRWUWVpEaHEB3qT2FFLfnltcSEBdAvNZJN2SWszSzmitGdyS2twV7TwN6Saq57eZ73/LfsKaOipoHSqnoqqhsreAOs2BXwynHicDZW8PqqB6+IiIiItK5TMuCtrq6mf//+TJ06tcX1//jHP3j++eeZOnUqq1atIi4ujjPPPJPKysoTPFIRETlZVNc7MOBXB44Ol5tiex2xtkDiwgPJ22+itaYevGGBVgByS6sJaqzgtQVZiQ71Z0K/JO/2V47pQk29g4tPS8XqY/E+bjGbuWxkZ8wmTyDbLcFGZKh/s22aRIX44+9r8bZ1iPMGvPtX8LqbBbwAQ7vEsCq9kKzCSlJjQogODaDIXkd+Yz/fPsnhLEjLpayqnhHd40iI8PT3nbtpL24DNmR5Wjds3VMGQGZhJeU1P/fgVQWvHC9Ol+e+9lOLBhERERFpZT6tPYDWcM4553DOOee0uM4wDF588UUeeughLrnkEgDeffddYmNjmT59OrfddtuJHKqIiJwkqmo9k3392p6whRW1WMwmIkP8ibcFkldeQ4PTxdvztjNlVGeKKj0tGqw+FoL8fKiqcxLs7/lxP7FfEiO6x+Jr+fn93dAAK6/9diyRIf6HPO7I7rEktNB/F/C0UogM8ga7MWGeKt+wICsllXUH9ODd19Au0cxYlYXZBB2iQ9hTUk2hvZaaBidxtgD6pERQUllP/9RI/H0t9EiwsW1vOfM27yU1OoSNu0uY2C+J7bnlJEYEkVlgp6KmgW7xYerBK8eVw+V5w2LfiQRFRERERFrDKVnBeyiZmZnk5+czadIk72N+fn6MGzeOpUuXHvR59fX12O32Zl8iIiJNKus8AW9FjeNX7Se/vIYYWwAWs4m48EDyy2qYu2kvX63M5KHpKymtrCeqMay1BfkBEOTnqeDtGh/GgNSoA/YZExZwQPC6P6uPhW4JtoOu7xIXRmqMp51DoJ8PoQG+hAVaMZtNuNyej7K73Abm/Y7TLcGG2QT2WgcdooOJDvWnqKKWgvJa4myBxNoCiQkLYGBHz7h7JNqYtS4He00DN57RnY27S9ld5PmEzbhe8WQWVlJR3VjBG2DFXuPAUPgmx4HD5cbXYsZiMqlFg4iIiIi0KgW8+8nPzwcgNja22eOxsbHedS155plnCAsL834lJycf13GKiEj7UtlYwVv5KytKm4JPgHhbILmlNXy+bBd3n9uX8GA/3IZBhDfg9bRpaJpk7Xi69/y+XDQs1bt84bCO9EiwYTGbvBNQtVTBazGbGNw5mjhbAAFWH2LCmrdoAPjD5H6cM9Dzc7V7YjjFlXWM6RXPgNRISivrmL85l+4JNjrFhZJVWElFTT22ID9CA604XG7qHK7jfv5y6nE43fhYzKrgFREREZFWd0q2aDgSJlPzX0ANwzjgsX09+OCD3H///d5lu92ukFdERLyaWjQcbU/Y13/c4m2t4A14wwPJKqokItiPif0SOaNvIhuyir3beSt4/Y//j3vzfj8jrxnbFfAEuE0VvG63gcV84HvLE/slER3qaevQNMmar4+ZuHDPYwM6/lx13Ck2BD9fCxP7JuJv9aF7oo2Zq3dzwdAOdIwJIbu4CrPZRFiglSB/H8wmExU1DWzOLiXQz4feyRHH5fzl1ON0u7H6mDGZTDTe4iIiIiIirUIB737i4uIATyVvfHy89/HCwsIDqnr35efnh5+f33Efn4iItE+VdZ5g1177y1s0NDhdzFqXjdXHQp3DxdVjPOFpnM0TgF407OcJ0k7r+vPPKluQFauPucWJ0U4Us8l0yB68AEM6RzOkczQA0WEBVNc7of7nIHtfVh8L7951OuHBnp+5/TtEkpZTRs+kcOLDgzCboN7hwhZkxWwyERLgi72mgTdmb8VsMvH6bWMO+YatyJHyVvCaUAWviIiIiLQqtWjYT8eOHYmLi2P27NnexxoaGli4cCEjR45sxZGJiEh7VlnrwN/Xgv0oKng37i4l2N+XqbeMJjkyiO4JYQD4W3248fTunD+4Q4vPswX6efvvthbLPh9fdxstB7z7CvH3xc/Xgp+vhbBAa4vbNIW7AP1SIwFPb16L2URKdAgmICTA89ywQCsbd5eSX15DeU09qzOKANiQVUJV3a/rhyynNm8PXrVoEBEREZFWdkpW8FZVVZGenu5dzszMZP369URERJCSksJ9993H008/TdeuXenatStPP/00gYGBXHXVVa04ahERac8q6xwkRgRhP4oevMu25zO8WywxYQG8cuuYZuuuGN3loM+zBVlPSHuGQ/FMsnboCt59mUwmYkL9MZtNR1Rp269DBA9fOsjbjiI1JoSC8hrvcUIDrcxcs5thXWLoHBfKp8t2UVpVz/PfbGTykA7cdU6fX3mGcqpyutz4WEyYNcmaiIiIiLSyU7KCd/Xq1QwcOJCBAwcCcP/99zNw4EAeffRRAP70pz9x3333ceeddzJkyBD27t3Ljz/+SEhISGsOW0RE2rHKWgeJkUFHXMG7cmchH/+UjmEYLN9RyIhuB28TdDCJkUEkRgT94ucdS5ZmLRrcWI4gtI0OC2ixPUOL+zebGdPz55ZKnWJCmlX+hgX4kldWw9he8Zw/uAPb9pbz6qw07j63Dz+szyG/vOYXnpGIh8PpqeA1mVTBKyIiIiKt65Ss4B0/fjzGIV6Im0wmHn/8cR5//PETNygRETnplFfXE+Tvi6/FTGWtg44xISxqcNHgdB22L+7Xq7NYlV5EVmElNfVO+nb45ZODDe4UzeBO0Uc7/GPCYv65uvFIKnjB03vXz/fo+gaP6B6HdZ/nhgZa8fMxc1rXGPytPtxzbh9iwwLo2yGSLTllfLBoJ3+8oP9RHUtObU0tGsxmEyrgFREREZHWdEpW8IqIiJwIf/9sLfM27QWgqs5BQoSnKrXyMBOtNThdbMwq4S8XD2BleiFDukS36kRpv8b+LRrM5sO/9Ljh9O7eieR+qfjwwGY9iaNC/BnRPQ5/q+c97Yn9kujbwdO399px3ViwOZec4qqjOtbBLNicS73DdUz3KW2Pw+XG18eMxYRaNIiIiIhIq2o3AW+nTp0oKSk54PHy8nI6derUCiMSERE5tJySKvLKPC0AKmsbGic986HiMG0aNmWXEhJgZXzvBF64cRS3TOhxIoZ7XFh+YQ9e8EyMFhJwbCaHu3xUZ34/uV+L6+LDAzm9TwKfLdt1TI7V5PmZG9mRV3FM9yltj7NZBa8CXhERERFpPe0m4M3KysLlOrAapr6+nr1797bCiERERA6upt5JeXUDhRW1gKdqNyTAl9BA62EnWluTUcSQztGYTCZSooKJPcJ+tG3RvuHXkQa8x5LVx4L/Ido9XDaiE3M37aXYXndMjtfgdFHvcFFRXX9M9idtl8Plxkc9eEVERESkDWjzPXi//vpr799/+OEHwsLCvMsul4u5c+eSmpraCiMTERE5uKbK3YLGgLeqrjHgDbBir3Hgchv8sD6HsEArneNCm00qtjqjiGvGdmuVcR9rFrN5vxYNJzbgPZyU6BCGdI7my5WZ3DqxZ4vb7CqwsyajiMtGdj7s/uw1nvYb5Uc4mZ60Xw6X4angNakHr4iIiIi0rjYf8F500UWAZ+Kz66+/vtk6X19fUlNT+fe//90KIxMRETm4vLJqzCYorKil3uGiwekm2N+XsEBf7LUN7Myr4PUf0kiOCianpJqnrxpGn5QIiuy15BRXM7BjVGufwjHRvEWD+4RX8B6Jy0d15qFpK7lqdBeC/H1pcLpYur2A8b0TAFifWcyMVVlHFvA2VmeXVyvgPdk5nJ4K3n0nEhQRERERaQ1tvkWD2+3G7XaTkpJCYWGhd9ntdlNfX8/27ds5//zzW3uYIiIizeSV1dAlPoxiex3ljR/XDwnwJSTAir2mgZ155fRJieCVW8dw+6RePP7JapZuz+fFmZvomWQ7Zj1oW5vZ1LotGo5Er6RwYsICWJVeBMDyHYU89+U6HC434KnCLrLXUVV36Mnx4OeAt6JGLRpOds7GSdbMatEgIiIiIq2szQe8TTIzM4mKOjmqmURE5OSXW1ZD35QIwGB3URWBfj5YzGbCAq1U1DSwI7eCrvGetkPnDkrhnIEpPPPFOpIig3joN4Nad/DH0L4VvO42GvACjOgey7IdBQD8tC0ftwGF5Z72GvmNf2YVVh52P5VNLRpUwXvSczROsmYyoQpeEREREWlV7SbgBVi4cCGTJ0+mS5cudO3alQsuuIDFixe39rBEREQOkFdWQ1JkMJEh/qTnVxDi76nIDQnwpbLWwY7cCron2Lzb33RGdz79w5nccVZvIkP8W2nUx54n4PVUwnoqeNvmS4/h3WJZlV5IXYOTlemFWH3M5JZVA1BQXoOP2URW0eED3p8reBXwnuycjQGvKnhFREREpLW1zd+yWvDBBx8wceJEAgMDueeee7jrrrsICAhgwoQJTJ8+vbWHJyIi0kxeWTUJ4YHEhAWQkW/3tlwIC7RSUFFLdnElXRN+njjUZDLhb23zrfF/MbPp5/6kbbVFA0C3hDD8fC18sGgngX4+9OsQSV5ZDYZhUFBRS7/UyCOq4LXXOgj29/W25ZCTl8PlxsdiwmxWwCsiIiIiravd/Cb51FNP8Y9//IPf//733sfuvfdenn/+ef72t79x1VVXteLoREREfuZ0uSmsqCM+PJDYsAC27i0n1hYAQGiglW17yrAF+RF1ElXqHsz+k6z5myytPKKWmU0mhneL5YsVmZw3OAWAvPIaquqc1NQ7Oa1rDEu25gOwZGseAKN7xgNQU+/Ez9eMxWzGXttASlQwe0urW+dE5IRpcLoJDfDFYjLRWKQuIiIiItIq2k0F765du5g8efIBj19wwQVkZma2wohERERaVlBRi9kEUaEBxIQFkFdW423REBpgxek26BofhsnUNqtZjyWLuX1U8AIM7xaDy20wsnsc8eFB5JXWUFBeQ7C/L72SwsksrMQwDN6ev515m3O9z3vy0zXM2+RZrqxxkBIVTGVtgzfYlpOTc98evKrgFREREZFW1G4C3uTkZObOnXvA43PnziU5ObkVRiQiItLcjxty+GRpBnllNcTZArGYTcTaAgEICbACnhYNAN326b97MjM3q+Bt2wHvwI5RXHJaR/qmRJAQHkheWQ0FFbXE2QJIiQ6hus7B4q357CmpJqe4yvu8XQV2b8WuvbaBpKgg3AZU1qoP78nM4XLj62P2tGhQmC8iIiIirajdtGj4wx/+wD333MP69esZOXIkJpOJJUuW8M477/DSSy+19vBERESYvWEPG3eXMrxrDPERnmA3JszTmmHfSdYAusWHtbyTk4xln/6kLreBuQ0HvFYfC7dN6gVAnC2QvPIa8striA0LwN/XQkJEEP+bu5WhXaJZt6sYl9tNZa2DipoGCitqAbDXNBAdEkCA1UJ5dQO2IL/WPCU5jpwuNz6aZE1ERERE2oB2U8F7xx138NFHH7Fp0ybuu+8+7r33XjZv3szHH3/Mbbfd1trDExGRU9CajCJenLkR8PSX3Z5bwRWjOrN8ZyHx4c0D3uB9JlnrEB1Mj0Rbq4z5RNu3B6/bMLCY28dLj/jwQOodLrbtLfdWYadGB5NfXsv147tjMpnIL6slu7GSt8jeGPDWOggJ9CUs0EpFjSp4T2YOp6dFg0WTrImIiIhIK2s3FbwAF198MRdffHFrD0NERASAZTsKmLNxL7dN6sWekmp8zCauP707vj4WejYGuN4K3saA18di5o3bx7XWkE84s6n9tGjYl5+vhcgQPzZklXDVmC4AdIwNpaCilq7xYSRGBJFTUkWRvY4Aq+XnCt7aBkIDrNiC/Civrm/NU5DjzOE28PUxYzKpRYOIiIiItK52FfACNDQ0UFhYiHu/6YpTUlJaaUQiInKqKLbX8dJ3m3hiyhDMJhNbcspwuNyszyyh0F5Lj6RwzCYT14zt6n2Ov6+FsECrt0XDqcZiNrebSdb2Fx8exObsUmLDPBW8Fw3ryJn9kwBIjgoip9gT8A5IjWJVeiFOl5uqWgehAb7YVMF70nM4XfiYm1o0tPZoRERERORU1m4C3p07d3LTTTexdOnSZo8bhoHJZMLlcrXSyEREpD1xutw4XW78rb/8R+DmnFJW7iwkPa+CpMhgMgvtjOkZz8r0QmobnPQ6SNuFy0Z2ovsp0pJhfxazCZfRTgNeW6An4LX9XIXdVImdHBlMTkkVBRW1jOoex/IdBeQUV2EAoYFWwoKslFcr4D2ZOV1G4yRrqEWDiIiIiLSqdhPw3nDDDfj4+DBz5kzi4+MxmdrPL4giItJ2zFqfw4asEh76zaBf/NxdBXbA05qhT4qD6NAAzhmUzPPfbMRiNnmrO/d32YjOv2rM7Zl53x68bnf7Cngb+yjHNrbZ2FdyVDDrs0rIL6/hunGhhAf7kZ5vx9dixt/Xgi3Qj/IatWg4mTlcjT14NcmanKTqGpxH9WaoiIiInHjt5if2+vXrWbNmDT169GjtoYiISDtWYq+j2F53RNu63G7+8sEKHvrNIGxBfuwqsNMzycbyHYWYTSZ6JYfTNyWCqloH9Q7XKTNx2i9hMZvacYuGQIL9fQlqob1GclQwGQV26h0uUqJCiAkLIKPATkiALyaTCVuQlb2l1a0wajlRnI0Br9msHrxycrr25Xm8fttYIkP8W3soIiIichjtYyproFevXhQXF7f2MEREpJ2rrHNgP8LeqHtLqtm4u5S1uzw/f3YV2Jkysgu7iypZtCWP3snhWH0sDOwYRWpMCEF+p2af3UOxmPefZK3dvPSgf2okV4xqufo6KTKIeoeLiGA/QgJ8iQ4NICO/grBAKwBhgVbK1YP3pOZwuvGxNE6ypgpeOckYhoG91kFtg7O1hyIiIiJHoE3/lmW3271fzz33HH/6059YsGABJSUlzdbZ7fbWHqqIiLQTlbUOKmqPLHjbVVAJwPqsYsqr6ymprKdfhwj6pESQXVxFr6RwAM4f0oHJQzoctzG3Z2aTCVfjxKjtrYI3MsSfy0a2HPAGWH2ICvUnJSoYgJgwfzLy7d4evbYgP8qr1aLhZOZwuz09eE0mlO/KyaapKN2l6nQREZF2oU23aLDZbM167RqGwYQJE5pto0nWRETkl6isbaCq1oHL7T5sNemuAjuxtgDWZ5Wwq6CSOFsAQf6+DO8Wy87cClJjQgEY0jn6RAy9XbKYf65udLkNzO0o4D2c5MhgkqOCAE+f3up6J6EBP1fwVqiC96TmcLrxtZiaVamLnCz2fWNORERE2r42HfDOnz+/VY7rdDp5/PHHmTZtGvn5+cTHx3PDDTfw8MMPY25HHy0VEZEDVdY6MBr/tAX5HXLbXYV2zh/cgXfnb2fp9nw6xXoC3TP7JREbFtCuqlFby4EtGk6ea3bJaR2xBXkC3ejGidhCG1s02IL8qKx1MPX7zSzZms8rt45WH8uTjMtt4GM2YzKhFg1y0nF7J8fUvS0iItIetOmAd9y4ca1y3Oeee47XX3+dd999l969e7N69WpuvPFGwsLCuPfee1tlTCIicmxU1jkAsNc0HDbgzci3M2VUF3okhfPjhj1cPqITACEBvozqEXfcx3oy8LRoaAp43SdVwDusa4z37zGhnoC3qUVDWJAVP18LxfY6OsQE8/FPGdx5du9WGaccH06X5342UAgmJx9X0ycv9OaFiIhIu9BuylFnzZrFkiVLvMuvvPIKAwYM4KqrrqKsrOyYHmvZsmVceOGFnHfeeaSmpnLppZcyadIkVq9efUyPIyIiJ15lY//dilrHIbcrr66ntKqeTjEhDEyNpN7h8lbwypGzmE3e8MvlNjCbTp6Ad18xTRW8jS0afC1mPvnDmTw+ZQi3n9mL79dlU2Svbc0hyjHmdBtYLOrBKyenfT95ISIiIm1fuwl4H3jgAe9kaps2beL+++/n3HPPZdeuXdx///3H9FijR49m7ty57NixA4ANGzawZMkSzj333GN6HBERObFcboOqOidhgVbsB+mPunVPGXUNTnYVVBLb2HO3f8coAAW8R+FkbtGwr5AAX/x8LYQG+nof8/e1ANAxNpQR3WKZvji9tYYnx4HL5cbHbMJsNqnKUU46bgW8IiIi7UqbbtGwr8zMTHr16gXA559/zuTJk3n66adZu3btMQ9e//znP1NRUUGPHj2wWCy4XC6eeuoprrzyyoM+p76+nvr6n2fLbgqjRUSk7ahubM+QFBl0wARY9Q4Xb87Zyjerd3NmvyRSY0Lo3Bjo9ky0cedZvYi1BZzwMbd3FrPZ8xF2w8DtNg47sV17ZTKZSIwIOmif3WvHdeOe//1E1/gwzh2UcoJHJ8eaYRg43QY+FjOG4VaLBjnp7NtaR0RERNq+dhPwWq1WampqAJgzZw7XXXcdABEREcc8TP3444/54IMPmD59Or1792b9+vXcd999JCQkcP3117f4nGeeeYYnnnjimI5DRESOrcpaB74WM9GhAd4K3nmb9vLVyiz2lFSREhXMv68fwWMfr2JzTikT+iYC4GMxc+Gwjq059HarKc91uQ1cxslbwQvwz+uGE+jX8kur5Khg/nblUB75aBWGYXDe4A4neHRyLDXluRazCacmWZOTkFo0iIiItC/tJuAdPXo0999/P6NGjWLlypV8/PHHAOzYsYOkpKRjeqwHHniAv/zlL1xxxRUA9O3bl927d/PMM88cNOB98MEHm7WKsNvtJCcnH9NxiYjIr1NZ10BIgC+2ICsVjb14527aS7eEMO4+tw+dYkOwmM3cPqk3//p6g1oyHANNFbtut3FSt2gACPb3PeT6PikRPPSbQTz9+VrOHph80lYznwqaqhotjS0aDAW8cpJpCnZVnS4iItI+tJvfLKZOnYqPjw+fffYZr732GomJnqqq77//nrPPPvuYHqumpgbzfr90WSwW3If4iJKfnx+hoaHNvkREpG2prHUQ7O9LaMDPPXjzymoY3i2WrvFh3sBtYr9E7j2vL4M6RbXmcE8KTYGuy23gcrtP6oD3SAzqFIWPxcyWPeWApzWIvbblftDSdjldntDLp3GSNbeBQl45qTS9iaEKXhERkfahzVfw/vjjj5x++umkpKQwc+bMA9a/8MILx/yYkydP5qmnniIlJYXevXuzbt06nn/+eW666aZjfiwRETlxKmsdiIe9vgAAuIhJREFUhAT4EhpoZdveMlxug4LyGhLCA5ttZzKZ1Cf1GDGb9g14T+4K3iNhNpkY2iWaVTsL6ZsSwauz0sgtq+af141o7aHJL+BsDL98zCbvPe02wHJq395yElEFr4iISPvS5it4b7/9dqKjo5kyZQoffvghFRUVx/2Y//nPf7j00ku588476dmzJ3/84x+57bbb+Nvf/nbcjy0iIsdPZW0DIQFWwgKtVNQ4KLLX4jYgJkyTpx0vP4dfCnibDO0Sw8r0QipqGpi3eS9pOWXsLa1u7WHJL+BqrOC1WMw0voehPrxyUlEPXhERkfalzQe8u3btYtGiRfTt25cXXniB2NhYJkyYwMsvv0xWVtZxOWZISAgvvvgiu3fvpra2loyMDP7+979jtVqPy/FEROT4cbjcbNtbDuxbweuLvbaBvLIaYm0B+Fja/I/DduvnFg1u3G5DfWeBwZ2i2V1UxfsLd9ArOZwR3WL5cX0OAIUVtdTUO1t5hHI4zn178DYmvKp0lJOJAl4REZH2pV38ltWvXz8efvhhVq5cya5du7jsssuYNWsWPXv2pH///jz66KOsXr26tYcpIiJt0Or0Ih7+cCWGYVBZ5wl4wwKsVNR4At74/dozyLFlNjdv0WBWBS8hAb70TPp/9u47PKo6beP4d2bSe6+kEErovYMIWFHsXSzY1t53bavr6lrW3XfVXQvYEQt2FFFEeu8t1JBAeu+9zcx5/wiMBIIiAsmE+3NduWRmzpnzTHISk3ue8/wC+H5DBhcP7cy5A2OYn5RNSl4Fd769jBlL97R1ifIbbHYDs6l55MaBc1ozeKUj+SXgPfIaJCIiItJ+OEXAe7CoqCjuuOMOfvzxR4qLi/nb3/5Geno65557Li+88EJblyciIu1MWmElVXVNlFY3UFXXhJ+nG35ebtQ2WMksrlbAe4KZTSZMNHc3akTDL4Z3CyciwJNh3cIYlBCKCRMPTV9Fn9hglu/Mc1zur9CwfbLZfulGtxyYM62vlXQgB34G6bwWERFxDk4X8B7M29ubyy67jBkzZlBYWMhtt93W1iWJiEgbMwyDlbvzHcFYRlG147/NM3ibF1kDSM4pV8B7EljMJi2ydojLRnTmlZtGYdm/SNfksd24bmw3nrp8EA1WG7uyy2hosnHr1KXszilr63LlEFa7HZf9K6qZHCMa2rIikeNLIxpERESci0tbF/Bbnn322Vbv9/f3JzExkbPPPhuz2YzZbCY0NPQkVyciIu1Nan4lz365kXfuGEtsqC9phZW4u1rIKKpqnsHr4YqrxYyXuwup+RVcPjKhrUvu8Mz7A167oYD3ABeLmSAfD8ft8wbFOv49ukcEy3bmkZRRSnZJDXtyK+gRHfibz7klrZhdOeVcM6brCalZfmE9qIPXfNBCgiIdxYHRDJotLSIi4hzafcA7a9asVu8vLy8nJyeH3r17M2/ePMLCwk5yZSIi0h6tSykEYHtWGZFB3mSX1DCmR8QvAa9nc/euv5ebZvCeJBaziSbbL4tSya8b2yuSf327hYYmGz07BZBZXH1U+21JLyEpo0QB70lgO6iD98AprXEa0pGog1dERMS5tPsRDZs3b271Iy0tjYyMDAICAnjiiSfaukwREWkn1qcWEh7gyfbMUnJKanC1mBnWLax5RMP+RdYA/PYHvQp4TzyL2USj9UDA2+5/9WhzA+KDsdsNBiWEcs6AGLJKmgNewzBYsiP3iJ2iBeW1lNU0nMxST1kHjxuxHLSQoEhHYVfAKyIi4lSc+q+syMhInnvuORYtWtTWpYiISDtQXtNAcm4F14/tzo6sUtILq4gP8yU+1PegDt7mgNffy5VAb3c83dr9xSxOz2wy0WS1AergPRoWs5knLx/MvRP7EBPsQ9b+Dt6c0hpe/GYzmUWtd/QWVNRRXt14Mks9ZVntBi7736xwzOBVB690IOrgFRERcS5OHfACREdHU1hY2NZliIhIO7BxbxFdIvwY1SOcwoo6NuwtIj7Ul5gQH+oardgN45cOXi83de+eJBazmUaNaPhd+scHE+jjTkyIDyVVDdQ0NLEruxyA5Nzm/1ptdnZl/7IAW0F5HbWNVhqabG1Q8anFZrNjcYxoOLDImoIw6TgU8IqIiDgXpw94t27dSnx8fFuXISIibei7dWks3ZHLyuQChnYNxdvdlYRwP5buzCUuzBd3VwsRgV6YTSa89nfsBni7ExWkgPdksJhNNFkV8B4Lfy83/L3cyCquYWd2GWaTiT37A95VyQU88ck67IZBo9VGSVU90NzJLifWwR280BzyqoFXOpJfAl57G1ciIiIiR6PdX5daWVnZ6v0VFRWsX7+ehx9+mFtvvfUkVyUiIu1FYUUdb83fRUSAFzmlNVw1ejQAvWOCSM2vpHOYLwDxob7U1Fsdl1NfPiIBq/5wPSnMLWbwKuD9vToFe5NVXM2u7DJG94hgT24FAJv2FVHbaKWwvA6bYeBiMePl7kJZTSPhAXrz4kSy2uwtzmWL2YRNCa90IAeCXXWmi4iIOId2H/AGBAQ4/hg/lMlk4vbbb+eRRx45yVWJiMgfVVnbiJ+X2x9+niU7chkQH8zz1w4jv7zOMXahd0wg361PJz60OeCNC/Uls/iX2aWBPu5/+NhydJoXWWseG2A+wv/T5chiQ3xIzi0nvbCKuyf24bGP1tBotbE5rRizCdIKq3B3tRDm74mbi1kdvCeB/aBF1gDMJgVh0rE4Onj1xoWIiIhTaPcB7+LFi1u938/Pj27duuHj43OSKxIRkePh1qlL+df1I4jf32F7rBZty+HykQmYTKYWM3UHJoQwcWAMAd7NIXKP6AD25FX8oWPJsbGYTDTZ7JhNHPFNWzmymBAfPluRSpi/J31iAvFwc2F1cgHFlfUM7xZOWmElgT7uhAd4Yhga0XAyWO3NHdMHmEwmLbImHYpm8IqIiDiXdh/wnn766W1dgoiIHGf1TTYqahvJL6/9QwHvvoJKcstqGd0j4rDH/DzdeGBSP8ft4d3CGN4t7JiPJcfuwIgGi9npR/+3iZhgHyrrmhiUEIrJZKJ7lD+frdxLr5hAenYKIDW/kkarnXB/T+qbbJTVNLZ1yR3eoSMazGbN4JWO5cAbFupMFxERcQ7tPuA9ICUlhe+++4709HRMJhOdO3fm4osvJiEhoa1LExGR3+lAh2Hx/kWhjtWibTmMSgzH0+23/3emztG2c2BEg1nzd49JbEjz1Uq9OgUA0D2yOeC9cVx34sN8mb81GxezidhQXyprG9XBexLYDungNZtM6nSUDkUdvCIiIs7FKQLeF198kb/97W/Y7XbCwsIwDIOioiIee+wxXnjhBf785z+3dYkiIvI7HAigSiqPPeBNL6zih42ZPHP1kONVlpwgFrOJJqtdC6wdo1B/T7zdXegTGwRAYlQAAIMSQgjy8SCntAYPNxeGdg3DbDKxr6D1BWrl+LHa7bgcssiaRjRIR6KAV0RExLm0+2slFy9ezJNPPslf//pXiouLycvLIz8/3xHwPvbYYyxbtqytyxQRkd+hfP8l5CXVxxbwVtY18vcvNnDpiM70iws+nqXJCWBWwPuHWMwmPrx3Al0i/AHoFRPI4C6hdIsMINTPA083F1LyKggP8CTA240ydfCecFZby0XWTCYU8EqH8kvAa2/jSkRERORotPsO3mnTpnHrrbfy97//vcX9QUFBPPvss+Tn5zN16lTGjh3bNgWKiMjvVuYY0fD7g6j6Riv/+HIjcaG+TB7b7XiXJifAgUXWFPAeO19PV8e/A7zdeeHaYY7b8WG+7MgqIyLAi5p6q0Y0nAR2e8uZ0maTCUMBr3QgB4JddfCKiIg4h3bfwbtu3Tquv/76Iz5+/fXXs2bNmpNYkYiI/FFl1Q34eLge9YiGndllfLo8hR1ZpTw5cz0Aj10yALPm6joFs1kB74mUEO6Hq8VMoI87Ad5ujg754sp6hb0niNVu4GJpuciagjDpSA4srqbOdBEREefQ7jt4CwoKiI+PP+LjnTt3Jj8//+QVJCIif1hFbSNdI/xIzT+6WaHvLthFQ5ONL1fvo0d0AE9fOQQPV8sJrlKOl+ZF1lp2PMrxEx/mS5i/J2aTiQBvdyprG7HZ7bz24zYq6hp5ecoovRlynDWPaPjlfLaYTCjflY5EM3hFREScS7sPeOvr63Fzczvi466urjQ2Np7EikRE5I8qq26gS4QfW9JLaGiy4X5IWLsnt5yft2Zz17m9SSuoIjWvgk8eOBMvdxd1gTohs9lEo9Wmr90JMrZnJBEBXgAEeLthACVVDWzNKMFkMrEwKYez+ndq2yI7GJvd3qKD12T6peNRpCNQwCsiIuJc2n3AC/Duu+/i4+PT6mNVVVUnuRoREfmjymoaGNI1FBezieKqeqKDvB2PGYbBW/N3sTOrlNgQH9IKqxjfJ7rFDFJxLhazuXmRNXWRnhB+Xm4M6RIKgJuLBW93F9bsKcDNxcJd5/Zm2rydDO4SQqC3OyZ9DY4Lq83A5eAZvGaTLmWXDkUBr4iIiHNp9wFvbGws77zzzm9uIyIizqO8ppFAb3eCfD0oOSTg3bivmIyiKp66YjAvzdqCAfznxpFtV6z8YQdGNJjVwXtSBHq7s2h7DgM7h3B6r0gWbsvhmlcW4uFq4f7z+zKhb3Rbl+j0bPaW57PZpIBXOhYFvCIiIs6l3Qe86enpbV2CiIgcZ+U1DQR4uxPs607xQQutGYbBh4uTuXJUF0YlRnDeoFiSc8vpFunfhtXKH2U2mWjUImsnjb+3Gzuyypg4MBaTycSzVw2httHKhtQiXpmTRNdIf2JDWr8ySo6O7dBF1kwmjWiQDsVuGJhNCnhFRESchdOvdlJSUsKrr7563J83JyeH6667juDgYLy8vBgwYAAbN2487scRETlVvD1/J9syS7Ha7FTWNRHo7U6Irwcl1b8EvKv3FFBUWc+FQ+IA+NNZPfnndcPbqmQ5TixmE02awXvSBHq7AzCwcwgAJpMJb3dXTu8dxaTBcbzw9SZySmraskSnZ7UfMqJBHbzSwdjsBq4uFux2e1uXIiIiIkfBKQNewzCYN28eV155JVFRUTz//PPH9fnLysoYPXo0rq6uzJ07l507d/Kf//yHgICA43ocEZFThc1uMHdzFmv3FFBR27wwpr+3G8G+HpRUNQDN3UIzluzh6jFd8HBrvsDEZDLh5mI54vOKc2gOeO1YzE75a4fTCfRxp1OwN2H+noc9NmV8InGhvtz+1jL+NG0plXVaqPZYWA/pSDebTSgHk47EZrfj5mLGpvctREREnEK7H9FwsPT0dN5//32mT59OTk4OkydP5ocffmD8+PHH9TgvvfQSMTExfPDBB4774uPjj+sxREROJRlFVdQ2WEnOLae8pgEfD1dcLWZCfD1Izq0AYNnOPKrrmzhvkOaqdzRmU/MMXndXhfUnQ69OgUQEeLX6mIvFzOOXDqSu0cq9765ge0Ypo3pEnOQKnV/ziIaDO3ibGxBEOgqb3WgOePXOhYiIiFNo9600DQ0NzJw5kzPOOIOePXuyfft2Xn75ZcxmM4899hhnnnkmFsvx/YNx9uzZDBkyhCuuuIKwsDAGDhz4mwu9NTQ0UFlZ2eJDRESa7cgqJcTXg9S8SkqrGwj0dgPY38Fbj9Vm56Ole7j2tG7q2O2AmhdZ04iGk2VC32guH5nwq9t4urnQOzaIXTnlJ6eoDsZmP7yD16aAVzqQ5oDXotnSIiIiTqLdB7zR0dFMnTqVq666itzcXL755hsuv/zyE3rMffv2MXXqVLp168a8efO44447uO+++5gxY8YR93nxxRfx9/d3fMTExJzQGkVEnMn2zDLOHtAJm93O9sxSAvbPCA3xaw543124G1eLmbP7d2rjSuVEsJhNNGmRtXanZ3QAu7LLAKisa+TdBbuw2tStdzSsNqNlwKtF1qSDsdkNXC1mLbImIiLiJNp9wGuz2TCZTJhMpuPeqXskdrudQYMG8cILLzBw4EBuv/12brvtNqZOnXrEfR5//HEqKiocH1lZWSelVhERZ7Ajq5T+ccF0ifBnbUqhI+AN9vWgoKKO+Vuz+dsVg1tc8iwdh9ncPKJBAW/70iM6kD255djsdpbuyOXL1fuYtTatrctyCoePaNAia9Kx2B0jGnRei4iIOIN2/5d0Xl4ef/rTn5g5cyYRERFcdtllzJo1C5PpxP2RGBkZSa9evVrc17NnTzIzM4+4j7u7O35+fi0+REQECivqKKlqoEd0AN2j/EkrrCJg/4iGEF8P/L3cePzSgUQFebdxpXKiWBTwtkuxoT5YLGbSCqpYuiOP8X2i+HhZCvnltW1dWrtntdlxOWREg/Jd6UjUwSsiIuJc2n3A6+HhweTJk1m0aBHbtm2jZ8+e3HfffVitVp5//nnmz5+PzWY7rsccPXo0ycnJLe7bs2cPcXFxx/U4IiKngu2ZpXSN9MPDzYXukf4ABO7v4HV3tTDzwTMZ0iW0LUuUE+zAiAazud3/2nFKMZtMJEYFsGJ3Pjuzy7j9rF6M6xPFs19s5MPFyezOKWvrEtstq93AcsgiawrCpCOx2e24qoNXRETEaTjVX1pdunThueeeIyMjgx9++IGGhgYmTZpEeHj4cT3Ogw8+yJo1a3jhhRdITU3l008/5e233+buu+8+rscREelIDMM47A/BytpGFiRl0zsmCIDuUQEABPq4O7ZRV2fHZzaZaNIia+1Sz+gAvlmzj76xQQT6uPOns3oytlckGUVVvPjN5rYur906bJE1jWiQDkaLrImIiDgXl7Yu4FiYzWYmTpzIxIkTKSoq4qOPPjquzz906FBmzZrF448/zrPPPkvnzp159dVXmTx58nE9johIRzJvSxZvz9/FeYNi6Rrpz67sMuZvzaZXTCCXDu8MQHSwN17uLgR4ubVxtXIyWcwm7EZzCCbtS89OgTRY7ZzeOwoAb3dXrh7TldoGK5f9ex6FFXWE+Xu2cZXtj81uHDaiQQGvdCQ2xwxeLbwoIiLiDJwy4D1YaGgoDz300HF/3kmTJjFp0qTj/rwiIh3V/KQcJvSNJresls1pxfTsFMjTVw6hf3ywYxuzycSjFw+gb1xQG1YqJ5tl/2gGdfC2Pz06BRAR4MnoHhEt7vdyd6FrhD/bM0uZ0De6japrv6w2u+O8huafbcp3pSOxGwaeLi7YdGKLiIg4BacPeEVEpO0VVdaxK7uMJy8b1GL8QmtGdD++Y3Wk/TsQ7CrgbX/8PN348N4JrT7WNy6IpIySVgPeRqsNF4v5lO3KttkNXCwtO3g1q1Q6Ei2yJiIi4lycagaviIgcX41WG1V1Tce0b1ZxNQ9NX0VZdQPLdubRLy74N8NdOTUdCAEV8DqXfnHBbMssbfWxJz5Zx/yt2Se5ovbDajNwObiDFzSiQToUm93QImsiIiJORAGviMgpbM7GTP5v9tZj2nfeliz25Fbw3NebWLQth3G9I49zddJRqIPXOfWOCSKnpIbS6voW9+eX1bIts5Q9ueWO+16dk0RJVT2nisMWWTObtBiVdCgHZvDqvBYREXEOCnhFRE5hBeW1pBVW/u79bHaDRdtzePSSAdTUN5FeWMXoHgp4pXUKeJ2Tr6crncP92JZRSmFFHRW1jQAs3ZmLq8VMWmEVAJW1jczdnMWu7LK2LPekstkNLAePaDCZMNTBKx2IzW7HzcWiDl4REREn4TQzeG02G9OnT2fhwoUUFhZiP2RF10WLFrVRZSIizqu4sp6C8jrqG614uP36/xIq6xqZNm8n143tRn55HXY7jEoMp3tk80JMvp6uJ6lqcTZmR8Cr95WdTd/YIF6bu53quibiw3z53y2jWbIjj0lD4vh5SxaGYZCSXwFAZnF1G1d78lht9pYjGswmLUYlHcqBDl4FvCIiIs7BaQLe+++/n+nTp3P++efTp08fTKfooh4iIsfTgUuqM4ur6R4VcMTtrDY7z3+9ieziGnZmlxEb4sP4PlFYzGbCA7wID/A6SRWLM1IHr/O6eFg8XSL8GNIllL9/sYHnv9pEdkk1L04exnfr0iiqrCc1rzngzS6paeNqTx5rKx28h/QeiDg1+/5F1jSiQURExDk4TcD72Wef8cUXX3Deeee1dSkiIh1GcVU9bi5mMopaD3jzy2tJya1gxe58KmoaefvOsbwxdwcLt+Xwxq1jTn7B4pQU8DqvqCBvooK8AXjskoHc/c5yhnUNI8DbnahAbzKKqkjJq6BrhB9Zp1AHr81+yCJrJi2yJh3LLx28eudCRETEGThNwOvm5kbXrl3bugwRkQ7DbhiUVjfQPz7YcWn1ku25uFhMjOkZSX5ZLXe9s7w54An04pmrhuDt7spDF/Tj9N6RdInwa+NXIM7CvP+qG7MCXqcWHeTNc9cMw9/LDYD4MF/SCpsD3guHxvPR0j0YhnFKXGVltWmRNenYbHYDV41oEBERcRpOE/A+/PDD/Pe//+X1118/Jf5wEBE50cprGrDZDQZ2DmFHZimGYfDh0mQKyut48nITn6/cyxn9orn73D4t9nOxmBneLbyNqhZnpA7ejqNPbJDj353DfNmWUUJ+eR3jekfx7oJdlFQ1EOLn0YYVnhw2u4GL5eAOXi2yJh1LcwevFlkTERFxFk4T8K5YsYLFixczd+5cevfujatry8V8vvnmmzaqTETEORVX1uPv5UbXCH9+3JRJRlE1JZX1PDipH//4ciNxob7cdmbPti5TOgCLFlnrkOLDfPlkeSoRAZ4E+3oQHuBFVkn1KRLwHt7Bq0XWpCOx2e24WswYNF/xY1aDjYiISLvmNAFvQEAAl1xySVuXISLSYRRX1RPs60FcqA/5ZbUs2p7DkC6hnNW/EwHebsQE++DmYmnrMqUDMKuDt0PqHOaH3TDoFukPQEyID5nF1QzsHNLGlZ14VpuBi/nQRdYU8ErHYTfAzaX5TTmb3cBs0c9vERGR9sxpAt4PPvigrUsQEelQSqrqCfF1J8jHHS93F+ZsyODOc3oDMLRrWBtXJx2JxaSAtyOKCPTC3cX8S8Ab7H3KLLRmsxtYLIcustaGBYkcZza73fEmr91ugN7vFRERadd0raSISAfWaLXxwaLd1DdaD3usuLK5g9dkMhEb6kNdo43h3RXsyvF3YDSDAt6OxWI2Mb5vNEO6hALNHbxZJdWU1zTw0dI92DvwyILWFlnTDF7pSJpn8P7SwSsiIiLtm9N08AJ89dVXfPHFF2RmZtLY2NjisU2bNrVRVSIi7dfaPYV8tnIvVrvBbWf2ZP7WbH7YmMErN42ipKqBiABPAOJCfXF3teDn6dbGFUtHpBENHdeDk/o5/h0T7EN6YRWPf7KOfQWVjEqMoEuEXxtWd2LYDQMDcDG3XGRNM3ilI7HZDVwV8IqIiDgNp+ng/d///sdNN91EWFgYmzdvZtiwYQQHB7Nv3z4mTpzY1uWJiLRLC5KyGd8niu/Xp/P9hgxem7udlLwKckprmmfw7l8M6fIRCdxxVq82rlY6KosC3lNCTIgP5TWNhPl7MjghhK3pxW1d0glhtdkBcLFoBq90XM0dvJb9/7a3cTUiIiLyW5wm4H3zzTd5++23ef3113Fzc+ORRx5h/vz53HfffVRUVLR1eSIi7U55TQMb9hYxZVwil41M4PW527l5QiL94oPZsLdo/wze5oA3JsSHzuEdr9NO2odfAl6n+bVDjoG/lxtPXzmYv142kMFdQtmSXtLWJZ0QB7oZDz6fzWZThx5JIacem93A1aIOXhEREWfhNCMaMjMzGTVqFACenp5UVVUBcP311zNixAhef/31tixPRKRdMAyD577axOAuoTQ02ejZKZCIQC+uGdOV7pEBjOgehtVmsHFvUXMH7/6AV+REMmuRtVPGqMQIAAbEB/Px0hRsdnuHC/attuaw69AOXuW70pHYFfCKiIg4Faf5jTsiIoKSkuZOkLi4ONasWQNAWlqaFrUQEdlvV045m9KK+WjpHt5buJsz+0UD4OZiYWRiOCaTiSFdQtmcVkJtg9XRwStyIh0Idg8EvdLxdQ73w2IxsSe3411ldeBy9RaLrJkUgknHYrPbsVhMGj8iIiLiJJwm4J0wYQLff/89ALfccgsPPvggZ511FldddRWXXHJJG1cnItJ2Dn6Ta96WLCb0iWLa7WO5YlQCp/eOOmz7uFAf/L3dcLWY8fV0PZmlyilKM3hPPWaTif5xwR1yTMOBDl7LIYusaUSDdBR2w8BuNP/MtphNevNCRETECTjNiIa3334b+/6OiTvuuIOgoCBWrFjBBRdcwB133NHG1YmItJ3nv95EsK8HN41PZOmOXP51/Qj8vdy4cVxiq9ubTCaGJISyNaMEkzoq5SRwdPAq4D2lDOgczLKdeVw9ukuH+lljs9sxcUgHr1ldjtJx2B1zpvcHvHrzQkREpN1zmoDXbDZjPqhT4sorr+TKK69sw4pERNpeflktq5ML8PV0Y19BJREBXnSL9P/N/cb1iaID5S3SzpnVwXtKGtY1jBlL9nDfeyu57vRuDO8WDkCj1UaT1Y63h3NeQWC1G7hYWl4Epxm80pEcvJCgRW9eiIiIOAWnGdEAsHz5cq677jpGjhxJTk4OAB999BErVqxo48pERE6euZszeX/hbgB+2pLF8G5hPHfNUFLyKjh7QMxRdcoN7BzCA5P6nehSRQCNaDhVhQd4MeO+CYzvG80/Z23hq9X7yCur5Z53V3DveyuprGts6xKPic1mP+xcNps1okE6jgPnssVswmw2OeZOi4iISPvlNAHv119/zTnnnIOnpyebN2+moaEBgKqqKl544YUTeuwXX3wRk8nEAw88cEKPIyKnrkar7ai2q2+08sGiZL5Zm8bi7TnM25LFxEGxdI305727xnHR0PgTW6jIMTgwq1QB76nH082FS4d35l/Xj+CLVXu5/a1lDOwcQkyID89/vQmrzfmCo+YO3kMCXi2yJh2I7dARDTq3RURE2j2nCXife+45pk2bxjvvvIOr6y+X9I0aNYpNmzadsOOuX7+et99+m3791OkmIieG3TC47r+LyCur/c1tf9yUSbi/J49eMoB/fbsVV4uZQQmhAAT7eihAk3bpwGl58KJUcmrpFunPKzeN4rFLBnDnOb159OIBVNQ0ctXL87n0X/P4YWNGW5d41Gx247BzWYusSUeigFdERMT5OM1fWsnJyYwdO/aw+/38/CgvLz8hx6yurmby5Mm88847BAYGnpBjiIgUlNdRUdtIeU2D477UvAqMQ8KCRquNL1fv45rTunJaz0iuHJXA1WO6KtSVdk8dvAIQHeTNqMQIALzcXXh5yihemDycq8d0Zc7GzDau7ujZ7K2PaDj0Z7aIszowkqE54DUr4BUREXECThPwRkZGkpqaetj9K1asICEh4YQc8+677+b888/nzDPP/M1tGxoaqKysbPEhInI0MoqqAKhvah7TkF9Wy93vruDNeTscf1Q1NNl47cft+Hu5MaJ780JFN03owXmDYtumaJHfQYusSWu83F1IjArg/MGx5JRUk1bgHL87WW2tL7Kmhaikozjwu4fZpA5eERERZ+HS1gUcrdtvv53777+f999/H5PJRG5uLqtXr+bPf/4zf/vb34778T777DM2bdrE+vXrj2r7F198kWeeeea41yEiHZ8j4G1sDnhrGppwd7WwJa2EP3+4moRwX7ZnluHpZuHvVw3BfBSLqIm0JxaTAl45Mm93V0YmRrBoey63hPu1dTm/ydpaB68JbMrApIOw2Q3MJjCZTFg0fkRERMQpOE0H7yOPPMLFF1/M+PHjqa6uZuzYsdx6663cfvvt3HPPPcf1WFlZWdx///18/PHHeHh4HNU+jz/+OBUVFY6PrKys41qTiHRc6YUHOnit+/9rw8/TlZenjGJMzwi83V05e0An/u/GkUQEeLVlqSLHxKIOXvkNE/pGsWh7DuU1DXy3Lo3K2saj2m9fQSULk7JPcHUt2WwGLq2MaFAIJh3FwXOmzergFRERcQpO08EL8Pzzz/PXv/6VnTt3Yrfb6dWrFz4+Psf9OBs3bqSwsJDBgwc77rPZbCxbtozXX3+dhoYGLBZLi33c3d1xd3c/7rWISMeXUVSNiV9GNNQ12vB0c8HX05XLRpyYETQiJ9MvIxqc5n1lOckGJ4TSZLUz+dWFuLtaqKq3ct3Ybr+53/KdeazeU8AZ/TqdhCqbNXfwHj6iQTN4paOw2Y0Wo3UOzOQVERGR9supAl4ALy8vhgwZckKPccYZZ7Bt27YW991000306NGDRx999LBwV0TkWNnsBpnF1cSE+FC3f0RDfaMVD1f9nJGO40DnrsaLyJG4WMw8efkgPN1cKKqs482fdnDNmK7U1Dfx6pwkHrygP76eroftl1VSTWZxNU02O66Wk/MGgs1u4GJppYNXXY7SQdjtRosrL9TBKyIi0v61+4D35ptvPqrt3n///eN2TF9fX/r06dPiPm9vb4KDgw+7X0Tkj8grqwEgIdyP+sbmEQ11jTY83BTwSsehEQ1yNPrFBQOQEO7Laz9uZ9O+IlbszmdlcgEDOudw4dB4auqb2JJewugeEQBkFldjsxtkFVeTcJLm99psRqsdvDZ18EoHYTtozrRGNIiIiDiHdh/wTp8+nbi4OAYOHKhL30Skw0gvrCLUz4OMoubuXS93F8eIhvomKx5u7f7Hs8hRMyvgld/BYjZzzoAY3lmwi/zyOq4Z05V5W7K4cGg8M1ekMmttGrMePQeL2URuaS1BPu6kFVSetIDXarcf3sFrUgevdBw2dfCKiIg4nXafINxxxx189tln7Nu3j5tvvpnrrruOoKCgk17HkiVLTvoxRaRjqq5v4uEPV9Mt0p8+MYHEhfrg4Wah4UDA22jDUyMapAOxmBTwyu9z7oAYPluRyo3jE7loaDyz1qaxNqWA2evTsZhN7M2vxM/TDYDh3cJI279Y5clgtRmHnctmEygDk47Cbhwc8Jr15oWIiIgTaPernbz55pvk5eXx6KOP8v333xMTE8OVV17JvHnz1NErIk7py1V7iQv1obCijq/W7CMu1BcPVwv1jS0XWRPpKDSiQX6viEAv/jNlJFeMTMDL3YWxvSJ54evNDOsWRv/OISTnlpNVUk10kDddIvzZdxIDXltri6yZtciadBzNHbzN57g6eEVERJxDuw94Adzd3bnmmmuYP38+O3fupHfv3tx1113ExcVRXV3d1uWJiBxmfWoh//fdVscf/PsKKlmbUkBRZR3frkvnT2f15MnLB2GzGySE++LheuiIBnXwSsdhPqgTTORo9Y4JwmX/wmnnDoyhyWbnhtO7kxgVwO6c8v0LVHqTEO5LWkHlSavL2toiaxrRIB3IoSMa7HrzQkREpN1zuhYxk8mEydTcJWG329u6HBERAGobrCzbmcu5A2MBmL0+nXWpRZzeO5I+sUH8/fMN1DVaqWmwMqJbGD2iAwH44O7xBPu6U1Be12KRNb9WVosXcVauFjOTBsfi56XzWo5N75ggZj54Jv5ebvSorGdBUjYuFjMxIT7Eh/pSWt1AeU0DAd7u1DZYeeGbTUzoE82EvtHHvZaDuxsP0CJr0pHY7AZmk2bwioiIOBOnaKVpaGhg5syZnHXWWSQmJrJt2zZef/11MjMz8fHxaevyRKSD2JJezOz16ce07/JdebwyZxu7c8qprG1k075iLhoaz3sLdzN9cTKh/p589tBZ/PuGEdx3fl/HfiF+HphMJjzcLL908DZqkTXpWEwmE/ee1xc3F3Wmy7Hz92qeuds9yp+8slp2ZpURE+yDt4cr4QGepBVWUdtg5cmZ60jNq2T2hvQTUofNZsfl0Bm8ZnXwSsdxcAev2WTCpqYaERGRdq/dB7x33XUXkZGRvPTSS0yaNIns7Gy+/PJLzjvvPMy61FNEjqMVu/KPOeBduTsffy83vl6zjxW78+ka6c+tZ/agrtHKDxszuf/8vljMJnrHBBHg7X7Y/i1HNNjw1IgGEZFW+Xm6ER3kTU5pDbEhzW/0J4T58e26dO56ZznurhZeu3U0KbkV5JXVHvfjN49oOLyDVw280lE0z5lWB6+IiIgzafctYtOmTSM2NpbOnTuzdOlSli5d2up233zzzUmuTEQ6mn0FlWSV1FBZ24jf/k6xo1HbYGXTvmKeuWoIT3++gYyiKs4dGIubi4WHL+xPUUWdI4Q4Eg9XC3UHjWjwcFXAKyJyJD2iA8gpraFTsDcAvWMD+XFTJpNP68aEvlFYzGYGdwll8fYcrj2t23E9ttVmP2zBQLMZzSmVDuPQGbwKeEVERNq/dh/w3nDDDZhMWnVbRI6/kqp6Fm7L4cpRXbAbBmkFVbi5mNmVU8bwbuFH3K+u0UpaYRUlVfWM7B7Ohr1FRAZ6MbhLKKN7RLB0Ry5je0YC0C8u+KhqaTGioUkjGkREfk1ilD/bM0sdPyuvGNmFK0Z2abHNhD7RfLxsD4MSQnl7/k4Cvd0Z0T2cM/pFO+aLNjTZcP+db6gdHH4d0HwZu0Iw6RhsdqPF4pg6t0VERNq/dp8gTJ8+va1LEJEOavWeAqYvTmbS4DgqahtptNoY2yuSnVlHDnh3ZZfx10/X4eZiwWI2sXh7LmYTjEps3n7y2G7EBHsT4ufxu2rxcLVQ33hgBq9GNIiI/JpxfaKJCPT61W1GJIbz6g9J/GXGaq4c1QWzycT7i3ZjYHB2/xjWpRTywjebeOO204gO8j7qY9uOMKJBHbzSURzawav50iIiIu1fuw94RUROlF3ZZdjsBtsyS7DaDGJCfOgbF8zi7TlAc6duaVUDof4eNFnt7Mwu44VvNjNlfCIXDY2nsraRxz9ZS2p+Jf+7ZTQAsSE+XHd6999di4erpcUMXg9X/XgWETkSfy+3X73SApp/rv75wv5EBnrRJcIfgOhgb96ev5OR3SOY+vMOgn09eO3H7bw4eRg2u0FtoxU/z19G9BiGcdiVZK2PaNAMXuk47HYDy/61Tswa0SAiIuIUlCCIyClrV3Y54QGebEkrwcvdhYRwP3p1CmTazzupb7Ty4AeryCiqdnRlebpZuO3Mnpw/OA4APy83/nndCOYnZdM90v8P1eLh5kJDkw27YVDXaFUHr4jIcTBm/7icA07vFck3a9J4aPoqPFxdeOn64dw+bRnvLNjFupRCKuuaeP3WMQT7evDiN5sID/DitjN7tngOdfBKR6cZvCIiIs5HAa+InJIqahvJKa3hnol9+GFjBpGBXvSOCSI21AcXs4kXvtmM2WTiu8fOobq+CTcXC97uLod1cvl6unLp8M5/uJ4Di6o1Ntm0yJqIyAliMpm47aye/OXD1fz7xpH4ebpx97m9+d+P25l8Wlf2FVbxj6820jsmiHUphUQFeR8W8FrtdtxcWv6MNpvQZezSYdiNXwLe5vnS9jauSERERH6L+bc3ERFxHqXV9dQ2WFt9LLukmtunLaOkqp5d2WV0CvLmtJ4RpBdWsSOrjIRwP8wmEz07BbJhbxEPX9gfNxcLQT4e+Hi4ntAFHz32d+zWNdpoaLJpkTURkROkb2wQnz10Jn1jg4DmLt/PHzqTi4Z15u5ze2M2mZi/NZvnrx1GemEVNfVNLfa32lpZZM1swqYOXukg1MErIiLifJQgiEiHYTcMHpmxhgarnYcv7EeorycpeRUM6RqKt7sLr/24nbyyGr5avQ83FzM9OwUS4O1OfJgvaYVVJIT7AnDeoFhO6xlBlwi/k1a7q8WM2WSiorYRAE8FvCIiJ0yAt3uL2wfewHNzsfCPa4ZSVdtEdLA3YQGe7M4tZ3BCqGNbu93AxXz4iAZDAa90EDa7HYvpoIBX57aIiEi7pwRBRNqdjfuKGBAf7Fjg49dkFVfT0GSja6Q/a5ILqG20ctWoLvztsw3Y7QYhfh7MWLqHCX2iyCyu5tlrhvK3meuJDvZh0uBYAAZ2DqGittHxB//oHhEn9PW1xmQy4eFmoaymAfilo1dERE4uP083x0JrPaMD2ZVV1iLgtdrtuFgO7+DVVezSUdjsBmZ18IqIiDgVBbwi0q6UVTfw10/W8bcrBjPqN4LW/PJa/jJjDY1WG6/ePJovVu3lkuGduWhYZyb07YS7qxkXi5mPlu7ho2UpPHHpQAbEh9C/cwjrUgrp2SkQgDP6RuPn5farxzoZPFwtlFU34GI24WrRBB0RkbbWKyaQtSmFLe5rHtGgRdak42o5osFMo7X10VciIiLSfijgFZF2ZV1qIQawdGeeI+A1DOOw+bdVdU08NXM9Y3pG4OXmwl9mrMZqs3PeoOauXF9PV8e2N45L5PxBcYT4eQBw3dhuZBRVERfaPJKha6Q/XSP9T8Kr+3UebhbKaxrUvSsi0k706hTIh4uTsRsG5v3/H7LZ7YfP4DWhLkfpMJoD3uY3MdTBKyIi4hwU8IpIm9udU0Z0kA++nq6s2VPAaT0jWbOngPomG+mFlTz+yTrOHxTLVaO74uvpSnlNA3/9dB2dgr2585zemExQXFVPfJgv3u6urR7jQLgLkBgVwIx7J5ysl3fUPFxdKKtp1AJrIiLtROcwX6x2g8yiauLDmt8UtNqMw0c0aAavdCCHLrJmV8ArIiLS7ilFEJETrrCijpS8Csds26U7cvF0c2FYtzAKymt5ZMYaRvWI4KEL+rFxXzH/vWkU+woqWZdSyFer9zG2ZyR7CyqZ/OoC+ncOIbekhi4Rfvzl4gGOP0AeuXhAG77C48PDdX8Hr6s6eEVE2gMXi5nEKH/mJ2Vz47juuLlY9nfwHjKiwawRDdJxHDyD12xSB6+IiIgzUMArIq3alllKbmkN5wyI+cPP9cmyFH7aksXVo7sQ6OPO9MXJGAb8340j+XR5CgM6h7A6uYCZAakEeLsRH+bL2F6RTJ23AxeLmX+dOwIPVwvphVWs31tI706BXDGqy2GXyDq7AyMaPNXBKyLSbkw+rRtv/LSDBUnZPHX5YGz2wzt4TSZ1OUrHcfAYkuYRDVpBUEREpL1TiiAirVq0LYeN+4o4u3+nw+bf/h61DVaW7Mjl0YsHMH1xMjUNVv553QiSMkp47OO1gMF7d43jh42ZzFi6h4uGxmMymRjbK5KZK1J54tKBjo7W+DBfxyWyHZGHq4Xiyno8NYNXRKTdGNA5hLfuGMv0Rcl8vCwFu2HgckgHr8Vkwm5AfZONdSmFjO0V2UbVivxxh45oUAeviIhI+6eAV0RalZJXQUF5HdklNcSE+PzqtvVNNj5dlsJ5g2OJCPBq8diynbl0CvZmQt9oBncJpb7RSniAF4lR/pRU1ZMYFUCAtzuXj0xgVXI+4/pEAZAQ7sd/bx5NYlTbL352sni6uVBW00Bn744bYouIOCOzycSlIzpz3X8X4evpevgia/tDsB82ZvDugl0M7XqOrsYQp2VXwCsiIuJ0zL+9iYicahqtNtIKKukU7M2GvUUAlNc0sDunnJr6Jmx2w3G5nmEY/Gf2VuYnZXPPuytYn1rY4rl+2pzFuQObxzz4e7kRvj8ANplM3HlObyb0jQbA3dXC67eOoVenQMe+PaID/lD3sLNxd7VQrkXWRETapQBvd8b2iqS0uuHwgNcEdsPgm7VpAKTmVbRFiSLHhc0wHHOmLZovLSIi4hSUIrTixRdf5JtvvmH37t14enoyatQoXnrpJRITE9u6NJGTIqOoGg83C+cPjmP93iIuGBLHwx+uprS6gdoGq2O7xKgAIgO9SM4pZ+qfTmPD3iKe+2oTvWMCObNfJzKLq9lbUMlzfYYd1XFPpTC3NR5uFppsdi2yJiLSTl00LJ6F23JwsbTskTjw/y8PFwvDu4WzO6ecvnHBh+3/+cpUzGYTV4zsclLqFTkWdrvhOMfNZrM6eEVERJyAAt5WLF26lLvvvpuhQ4ditVr561//ytlnn83OnTvx9vZu6/JEToi8slqW7czjqtFd2JNbTtdIf4Z2CeWDRbv5avU+zCYTX/35LGobbDQ02bDZ7WzcV8zmtGKeuWoIAd7unNmvE0O7hjFrbRpfrt5HXKgPj10yEB8P17Z+eU7hQLCry3pFRNqnxKgAxveJOmwc0YGO3stHJVBZ28TunPLD9rUbBrM3ZBDg5XbEgHd7Zik9OwV2uEVExbnY7AZuLhrRICIi4kyUIrTip59+anH7gw8+ICwsjI0bNzJ27Ng2qkraUl2jlYYmGwHe7if1uIZh8NXqfZwzMAY/T7fj+ry5pbXkltUwpEsoJpOJN3/azrrUIoZ3C2NPXgXdIwPoFOxNkI870xcn8/y1w7CYzfh6mvH1bA5szxsUy3mDYls8t7+XG1PGJzJlvDrefy8P1+YfyR5aZE1EpN167JKBh93n6+nKeYNiOaNvNDuzy/h+QzoAhRV1pBVWMrxbOLuyy6htsFJaVU9FbSP+Xm7szikjKsgbP083quqa+MuMNTxz1RCGdQs7ya9K5BdaZE1ERMT5KOA9ChUVzXPUgoKC2rgSaSszl6eSkl/Bi5OHn9TjphVW8e7C3RRU1HHPxD4tHtubX8mGvYXUNli5bEQCfl4tA+CGJhtzN2fSNzaILhH+NNnsvDonibSCKspqGqiqa8Ld1cw5A2IY2DmEndnljE4M59t1aaTmVXD16K6YTCZG9YigoKyWwV1CT+ZLPyUdCHY1okFExLm4uVi4//y+AHSPDKC4sp6SqnreWbCL1ckFvHX7WJbsyGVc7yh2ZZexJa2YkYnhPDVzPecOjOWWM3qwcW8RdsNgU1oxw7qFUVpdz0uztvD8tcMOGwkBUNPQhN2O401XkePFZrc7Al6zyeRYd0FERETaLwW8v8EwDB566CHGjBlDnz59jrhdQ0MDDQ0NjtuVlZUnozw5SdalFpJVXE1do/WEXz7faLXhajFjMplYvjOPntEBzNuSxaTBccSH+QLw6fIUPlu5l0GdQ2i02bnpjSVcPCye3jFBuFhM7MouY/aGDCxmE5+v3Mvrt47hi1V7SSuo4vrTu+Pn5UrXCH+Kq+p5ePpq5m7O4sZx3ekbG8yDH6zEajfoFukPwK1n9AB0qejJoBENIiLOz8vdhdhQHxZuy2F1cgHDuoXx+k/bSSuo4rFLBuDhZmFzWjE2u0Fdo41lO3O5eUIi61ILiQ3xYeP+xU2X7MhjS3oJu7LLHPN86xutYDKxOjmfaT/vJDEqgGevHtpqHTX1TXi5u5zy8+3l91MHr4iIiPNRivAb7rnnHpKSklixYsWvbvfiiy/yzDPPnKSq5ESra7SSVlhFr06BFFfWk1FUTZCvO5vTihmVGPGr+xqGwc7sMnp1Cmz1jyrDMNieWcrSnXmEB3hy+YgEx3Y5pTX8ZcZqLh7WmStGJrBsVx5TxieyM7uMN37azl3n9GZHdhlfrd7HqzeNIiHcD4B1KYXMT8pm/tZsbHaDxCh/bjujJ2N7R/Ly90k8OH0V1XVNvH7rGKKCfpkjHR3kzYuTh/HN2jQmDY7DxWImMTqAtMIqwgM8ARyrKMuJdyDg1YgGERHn1iM6gBlL9jC+TxR/OqsXt7y5BLPJRN+4YJpsdl6fu53M4mquP707n69MJTm3nA17i3jogn4888VGiirrWLw9Bx8PF9bvLaJvXDCrkvN59ouNGECgtztXjurC+wt3U13fdNise8Mw+NO0Zfz5ov4M7BzSNp8EcVqHBrx2BbwiIiLtngLeX3Hvvfcye/Zsli1bRqdOnX5128cff5yHHnrIcbuyspKYmJgTXaKcAIZh8J/ZSazZU8D0e8azcV8RidH+9IgOZH1q0W8GvLPXp/PmvJ08efkgTusZedjjb83fxYKkbMb0iOCbNWnUNdi4YVx38spqeezjtfSICuCTZSnEhfpQVFnP0K5hDOwcwj++3MiD01dhtxs8f+0wR7gLMKxb2BHn9d13Xh9emrWFs/p3ahHuHtA53I+HL+zvuD35tG6sTS1Ux08bOBDserrqR7OIiDPrER3I/K3ZXDW6C76erjx8YT9KqxuwmE30iQ2iuLKe0uoG/n7VELKKq3lnwW5sdoOhXUNJjPZnzoYM0gqq+NNZPZm3JYubJ/Rg9voMbhjXnUmD4/Bws+DmYmHR/i7hs/p34sdNmXSJ8CMxKoCMomqKq+rZklasgFd+N5vdwHxwB6+hgFdERKS9U4rQCsMwuPfee5k1axZLliyhc+fOv7mPu7s77u4ndwEuOX7Kqhv456zNnNW/Ew1NNnZkldInNogvV++lpKqBIV3C6BkdwCtzkjAMwxF+1jda2ZNXQWp+JREBnphNJt5blMy5A2OYsWQPoxIjWqyEvXxXHj9vyXJ00mYWVfHnGWuYuzmT0uoGLhoaz53n9OL/Zm/l+a83M6JbWHNXp6uFl64fgd0waLLacf8dM1rdXCw8dcXgo95+QOcQBuiPwTZxYDSDOnhFRJzbqMRwXC1mOgX7ADC8W7jjMU83F3p2CiQiwAs/TzfG9orkqc/WM653FBazmcEJoXy2IpUhXUIZ2yuSqfN2sDunnG0ZJfzlov4tZu6P7RXJsp25dI3w47Uft3NazwieuGwQWzNKMJtM7MgqA6CyrpE/f7ia/7tx5HFdtFU6puYO3uYruCxmszp4RUREnIAC3lbcfffdfPrpp3z33Xf4+vqSn58PgL+/P56enm1c3anLMAzmbMzknAGdcHP5/QHY4u05hPl70jsmiEarjdnrM5jQN4ogHw9mrkilpsHKh0v2UFRRx4vXDcfXw5WHpq/CYjFzxagEOof5UlnXxL6CSgrK61i4LYd1qYX4errSJcKf3NIasktquP/8vpzVvxO3vLmExdtzCPHzYOXufOx2g8Xbc3n4wv6OTtrYUF9ev3UMeWW1dA73dfzRdesZPVmzp4DxfaJbvAazyfS7wl1xLhrRICLSMQR4u3NW/yNf/fXApL54uzePVRiYEIKvpyvD91+JMyghhI+XpTCuTxQB3u50jfDnP7O3MqRLKMG+Hi2e57SekcxYsofKum0MTAhhfWoRjVYbW9NLmNA3iqU78mi02lidXEBGUTXrUwo5o19zXY1Wm+P3qfyyWoqq6ukb2/qCwuU1Dfh6urV401o6Ls3gFRERcT4KeFsxdepUAMaNG9fi/g8++IApU6ac/IJOIQ1NNtIKq6isbaRzuC+hfr8E6sm5Fbw+dzvdo/xJjArAMAyScyuID/N1BGPQ3FW7fm8Rm9OKiQjw4vKRCaxLKeTVOdswgKtHd2H1ngKyS2pYsTuPhy/oz9zNmbx2yxiigrzILKqm6/4FxgZ2DmFXTjndIv0xm0wMiA/mgQ9W4e/lxtn9Y7j+9O6Ohc8A6ptsjlquH9udl79PwtPNwvg+0Xi7u3L3ub0Z3aPliIcwf0/C/Fu+cRDo486M+yY4/viTU4MWWRMROTUc6OwFcLWY+e/No4nYP/u+R3QAFwyJY2T35q7fIV1C+XRFKlPGJx72PFFB3sSH+VJUWccLk4dxx1vL2ZxWTFJGCc9cNYT1qUWk5FWwYnc+QT7urEou4Ix+nVi5O583f9rBh/eOx8ViZuaKVHZml/HOnacD8PPWLPy93BjeLRzDMLjvvZUM6BzMg5P6/eERTnbDwAQaBdWO2Q0FvCIiIs5GKUIrDM2Z+l0O7gD5IwzD4KnP1rOvoBJ/LzcKyuuY0DeKmyf0IMDbnTkbMwAorqwnMQoyiqq5//2VuLmY6RsXzJAuoQB8vjIVP083BiWEMHdzJpv2FZOcW86DF/QjzN+TF77exNCuYbw4eTiPf7yWBz5YyWk9Ix1B7YFwF+D2s3uRml+Jef8fIVPGJ3LugBiGdw9rdfGxg4PmCX2j8XSzMCghFC/33/+tpnD31ONxYESDurRFRE4p0QfNyLeYzdwzsY/j9sjEcBZuyznirP3bzuqJq8WMt7sroxLDmbk8lSarncSoAPrEBLI2pZDN+4p59JIB/N93W2m02vhy9V6Kq+rZsLeIwV1CWbE7j+p6K3lltUQEePLx0hRC/DwY3i2cPXkVVNU3sT61iFlr07h0RMKvvpYDv0cfKcB98tN1nNmvExP6Rrf6uLS9gzt4zQp4RUREnIICXvnDXp2zjar6Jv50Zk9iQnx+dduiyjp+3JjJWf07ER7gydIdedQ1Wpk4KJYFSdnklNQw494JeLm7kFVczVvzd/L815t48vLBLN2RS3SQN0WVdQDkl9cSH+rLk5cPYv3eIjbsLaKmvokHzu/HiO5hmEwmrj+9O6/O2cZlIxIY1zsKgI/um+D4o+PpK4fw0rebueH07q3WGxXk3WJhsoRwvxaLm/0ai9nEmFYWWRM5EnXwiojIobpHBfDhveOPGJgOiP9lbv6oxAi+XZfOkC6huFjM9I4N4sMle+gU7M2YHhG8M38Xn63YS3phFRcMiWNBUg4mE3i5N4+bWpdSQGJ0IFV1TRRX1VNYUcfK3fkM7xbGxcM688hHa5ixdA/urhZenjKK6CBvDMOgpKqBEL/m8RELknKYn5TNv64fcVitDU02kjJK8fdyU8DbjtnsdkdzQ3MHr72NKxIREZHfohRB/rDbz+7FR0v3cNc7y4kO8sbf240rR3VhcEIohmFQUF5HWIAndQ1Wnvx0PSYTfLl6H76erri7WjAMgzUphezOLuPBSf0c3a4xIT789bJB3PvuCv4yYzXdIv1JCPejuLIegMKK5ueNCfEhJsSHS4cfvhiej4crT14+qMV9B/+BFOLnwb9vGHkCPzsiR8/L3YUe0QH4eap7W0REfnG04wz6xAbi5+lK//jg/beDaGiyMaZnJCaTiZGJ4Xy6PIWLhsVz/qBY7npnBU1WG2N7RRLs68Ha1CIKKuoY3SOC0up6lu7IZdXufG4cn0iP6AA+uHsc1fVNzFiyh9nr07nznN4s3p7Ly98n8dF9Ewj0cWfeliy2Z5ZSWl1PkI8H+WW1GEBkoBe7csqw2uxszShpsWittC92zeAVERFxOgp45Q/z93Ljnol9uGxEAhlFVWQWV/PsFxu5aGg8u3PL2ZpeQmSgFz4eroT6e/DMVUMoqqwns6iawV1CqG2w8X+ztzKwcwijDplP6+nmwpOXD+a+91bwwKR+FFXWsa+gCtgf8Pp5tFaSiFNy2T+HUURE5FhYzGYeu2QgXSKarzbqGuFHRIAnY3s1X1E0KjGC79alc9HQeKKCvOkc5sualEJeP707Xm4uvL9wN+mFlTxwfj/Kaxv4YFEy1fVNDN0/BivY14NgXw+uGJXA4x+v47qx3fl4WQrurmbmbs7kzH6d2JldRkyID2v2FHLeoFj+PXsrrhYz/7xuONsyShmVGM661CJyS2uJCvLi23XpnNmvE76ertQ2WPl6zT6uPa3bMS3odrzGhp3qDl1kza7xdSIiIu2eAl45biIDvYgM9GJE93AGdg7hjbnbGdA5hCcuHcjW9BK2ZZZyyxk9sJjNRAR4ERHgBYCvp5lnrhpyxOeND/Nlxn0T8PdyY9G2HNalFgHNAe+BP2BEREREBAbvD2OhOfD98N4Jjtv94oJ4/+5xjvFTZ/bvRE2Dla4RfphMJsL9PSmvbWBgQggNTTb+98N2BncJdcyIP6BHdCAxIT48/fl67IbBA5P68dbPOwEY0DmEgZ2DWZWcT2KUPym55djsBoUVdSRllDCudxRV9U1szSihtLqeaT/vpKHJxtVjujI/KZuPl6XQIzqAoV3DaLTaWLW7gNyyGux2g+5RAfSLC3LU09Bkw9XFjNlkoq7Rys1vLOHPF/Z3fA7UJXxsmgPe5rUmLGazOnhFREScwOGrRIkcB90i/Xn15tFMGZ9IgLc7p/eO4p6JfY55tmiAtzsmk4lQf0+K98/gLaysI8zf83iWLSIiItJhmUymFmsLTBocy8tTRjpC0DE9Izi9dxSuFjM+Hq6cPziWiQNjWn2ui4fFsyOrjOvHdmNUYgQmk4nPVqQyoU8Uo7pHsCWthJkrUjmjXyfHwre7c8rpGxdMv7hgtqaX8MXqfXSP8mfOxgysNjtzNmQQG+LDj5syAfh4WQrvLdpNZnE12aU1vP7Tdp7+YgPQHN4+8tEa/vfDNgDmbMigtLqBJTtyASipquemN5ZQUlXvqLmu0er4d0peBQuSsh23m2z2Fp2qZdUNWG3HNnt2X0ElqXkVx7Rve9BikTWTRjSIiIg4AwW84lRCfD0orqzHbhgUVdQr4BURERE5RhazmQBvd8ftKeMTuWdiH8ftO8/pzYju4a3ue1qvSO6Z2JtxfaKxmE2cPygWaB4DER3sTVSQF8t35XPR0HjO6h/D16v34e3uSkywN/3jg1mXUsiWtGKevmIIJpOJaT/vpKK2kaeuGMy6lEJ255Tx7do0/nbFYB67ZCCPXTKQN287jdS8CrakFbN6TwH55bUs3ZHHquR8vlqzj6tGd2HNngJsdjvzt2aTV1bLsp15AKzYlccN/1vkCHk/XJLMWz/vdIS4//52C/+d0xwW1zQ0cftby3j8k7VU1DYe9tobmmxs2ld8xM/r+4t28+7C3Ud8fPb6dKrrm474+K+pbbCe8EXPDh3RcCDgrWzlcyEiIiLtgwJecSohfh5Y7QbFlfWUVCngFRERETleTCYT5qMcaeBqMXPBkHhHEHjx8M788/oRjsVyT+8VxeCEEOLDfBnRPQxXFzN9YoMwmUz0iA6gyWbnzH6dCPHzYNLgOL7fkMG5A2KIDfGhf+cQ/vrpOsb0jKRbpL/jmD4erlw+sgvTFyczY8kerh3TlVvO7MFzX20i1M+TG8clYjab2JZZyrytWQxKCHF09H63Pp3qeivzt2ZTWFHH5n3FmEwmNqcVU17TwKrkAhZtzyElr4KvVu2jU7A3fp5u3PfeCn7anOkIN212Oy98vYnHP1lLyv4uXZvd7giCaxqa2JJWQlJGiWOfqfN2sHFv84ixjKIq3vhpB/O2ZAFQXtPAS7M203SU3cJPzlzHB4uSgeYu5jd/2kFOac1R7Xu0bHb7Lx28+wPeHVmlXPe/RdQcYzB9sEarjU+WpWi2r4iIyHGkgFecipuLBX8vN5JzyjGbTQT5aJE1ERERkbbm4WqhV6dAx+1rTuvK3/evseDmYmHyad04s1+04/ZtZ/bgmjFdAZg4MIbOYb6cP7i5C/j8QbE0Wu1MGZ942HEuHhZPblkt1fVNTBwUy3mDYpnQN5pbz+iBxWxiZPdw3luwm6q6Jv58YX9S8ypYm1LAruxy/nRWT75dl87czZkM6RLKGX2jWbojj4XbcugVE8jFwzrzvx+38fXaNP50Vi/+evkgLh/ZhR83ZXHNKwv466frePaLjRRU1DFxYAwzlu4B4JXvt3HvuytostnZkFpEZKAXXSL8WL2ngKziar5dl85Hy5q3XZiUg7+XGz9tzsIwDGatTWPR9ly2ppcAsC2zlCmvL+bBD1bxzoJdLcZK7CuoZGdWGfO2ZNFotbE9q4zv1qczb3OWY5v0wiqM/cHpntxy/vbZesftoso6tmWWOrbNKamhsKLusM+xzW5gPniRNbvB4u25NDTZWLE7v9Wvf1pBpSPwBpi3JYuMoirH7b35FY5ANymjlBlL95C0/zX/ll3ZZRSU1zpul9c0OF6TiIiINFPAK04nxNeDHdllhPh5HNMKyyIiIiJyYplNJtxcLI7bl45IaDHu4aJhnR1XYvl5uTHt9rGE71+Ad1RiOB/dN6HVK7U83Vx46IJ+PHRBf9xcLJhNJv58YX8GdA4BYHSPCPbkVXBG32iCfT0Y1CWUf3+3lbG9Ipk0JI66RitfrtrHxEGxjOsTxcrkfOZuyuSc/p24enQXCsrrGNY1jB7RAZhNJi4YEsf/bhnNe3eNo398MB5uLjx/7TCmjE8kKb2EN37azrrUQlwsZuZvzWZVcgGje0QwpkcEK3fnM2tdGqMSw0krqGJ3TjkLt+dw73l9KKmqZ+O+YuZszCAxKoAVu5pHScxen07vmEAuGBJHck45d769nF3ZZQD8uCmTM/t1wt/LjRW78vlmzT4Swv1YtisPwzDYnVPO7W8tY8P+buFPl6eyNqWQvfmVAHy8NIV/fLmR+iYbdsPg2S838sQna6lvtGK12Xnzpx2sTSk4bESD1WZn2c48RnQPZ9G2HAC2pBXz/kFjKF7/aQfPfbWRJpud/PJa/vfDNr5ctQ9oHu1w33srWZ1cAMDGfUVYzCYWJDU/V6PVxr6CylbPoyabnX98tZG35u8Cmuco3/LmUn7e+sv85IPD3vomGxv3FbV+Up5gOaU11B8UyEv7dbQd8yIizkQBrzidUD8PdmaVEean8QwiIiIiHY3JZGoxG/hQI7qHMyghpNXH+scHExnoxcSBzd3A43tHUVXXxKQhcbhazFw4NB4/L1eGdg2le6Q//l5ulFQ3MLpnJN4ervzr+hHcd36fw543ItCLK0d14fFLBxLs60GAtzsXDYvn+/UZPHrxAK4/vRszV6SyLrWQUYnhjO4RwaZ9xSzYms11Y7tzZr9o/jN7K1abnVGJ4UzoG80/Z20mJtiHW8/swarkAsprGlidXMBVo7syoW80/7phBJMGx/H4J2tZn1rIwm05nD84lvMGx/Hp8hTWpxbx5OWDKK9pYG9+JV+v2UeYvyfvLdxNRlEVG/YW0S8uiBW782m02lixuzlE/nlLFutSCqmsa8TPy42p83byr2+3sGFvES98vZniynos5uY/Ey1mE8b+/947sQ/bMkvJLKri37O38sWqvc0L4JVUO66u+2lzJjOXpxIf5svK5ObjLtmRi9VuOOYhb9pbzOUjE1i+K4+6Ritv/byTu99ZzpIduRiGwaJtOY4gefH2HMwmE+tSCimsqOPnLVk0NNn4bl06hmGQU1rDdf9bRGZxNQCz1qbx5KfrKa1uXlxv6Y5cXvxms6N7OL+s1vEYwLqUQkfn8Zo9Bdzx1jLS9ofNe3LL+dO0pUdcMM8wDEe4bDcMHv94LZ+uSHU8vnRHLrUNrQe+u3PKef7rTTQ02Vp9/FAHL3RX32jlpVmbW50P/VsMw+CZLzbw/YaM373vH2UYRotFD9tKZV0j176ygB1Zv3SzH8vnsi0c68KPramsO/JrttntNFqP7tz8vT5ZluL4/m7P6hqtx22MTF5ZrdOcY21FV2UcHwp4xemE+HmQml+h+bsiIiIi0oKbi4Xp94wnPswXaO7ofWBSX3pGBwBw5agE/nfzGCxmMyaTiYuHxXPxsHg8XJu7jePDfPHzdDuqY107piv/vH44g7uEMrZXFO4uZrzcXegW6U+nYB+ig7zp2SmQLhF+XDg0nsziasb3icZiNjNxYAxVdU1cOaoLvWOCMJngtR+30y3Sn9gQH6C5C/rykQnccXYv/vbZesL9PekRHcCZ/aIpqKhjTM8IooO8Gd4tnK/W7GN1cgEvXDuM2gYrT3++gfF9orhgSDwrduWxcW8x3h6u3HF2L75es4+ZK1K5dHhnHrtkICt255FWWMXLU0bywuRh+Hm5EuDV/Dk40Mk7tlckIX4e9I8P5rFP1tIp2Jsz+3Vi1to05m3JZkT3cG47oyczluxh4bYcnrh0EP5ebqxLKWRBUg6TBseyZk8BeWW1ZBZXcfnIBCICvJg6bwcLknK4e2IfXvk+iQf2j6b47w/bWJtSwJer9jF5bDcGJ4QwZ2MGs9alc/fE3uSX17Ijq4x35u+itsHKjCXJ1DfZmLU2DX8vNxZtaw6LZ65Ibe6kXptGdkk1972/kn98uQnDMMgtreEfX23k4Q9Xc/u0Zbz07RaCfD14be52bHY7//txO97urjzy0Rq+35DB819v4vmvNzmCiNfnbuc/3ycBsGlfMUWVdSzb2dxNnVNSwwvfbGb2+nSgOTBbsSsP+/5Q+O35O9mQWsTL3ye1GmwsTMp2BJA2u50/TVvK8v1d3ou257Joey6f7Q+TbXajxaiN/LJa1qcWOm7X1Dc5Oou3ZpSwJb2E9xfuPu4hm9Vm5++fbyCnpPWZ0D9vzeaWN5ccl5C3sKKOt+fvPOrtG5psjs/zgqQcquqa+Gp1c4f5il15XPvKAsfncEdWKe8s2HXE56qqa2oRuG/YW0T9/qC+0Wrji1V7HR3CeWW1fL4y9ajCK7th8NTMdWw/aIzKwfttyyzlxtcWO4LX2gYrWfvf2GjN12v2sTmt9cUgt6QXc+0rCymrbgCgpKrecX4BTJ23k//MTnLcbl7csWWn/LGw2Q2+W5/OnI1H/wbD7wn+jtcClIZh8MhHaxzfY0fjSF3hhmHwjy83/uo59XsW3axpaDriG0dH4+A3CZbvzGuTN3sOlZpXwc1vLnGcVyVV9Ww56Nwtqqw7LvPfTwUKeMXphPh5YrMbCnhFRERE5Fe5u1qYODAWk+nAyAEzIX6/rOFw8bDO3Dju8Fm/R8PDzYUB8SH7n9fEfef3Zcq4RMex7ju/D/dMbO4Gjgv1Zcr4RC4aGg9Alwh/Xp4ykhGJ4VjMJkYlRrBidz7nDOh02HHOHRjLY5cM5Paze2EymfDzdOPBSf0cdY/tFcni7bmM6B5OTIgPN4zrTl5ZLZePTGBo11AKKur4ZHkK43pHcXrvSAwgu6Sa8wfHEebvyctTRvHvG0YQ4O1O75ggPn3gTGL2h8wHOnnH9Y4C4Iy+0VTXNfHA+f24fGQCC5Kymbcli3MGdGJkYjjRwd5M6BtFdLA343pHMXNFKvsKKpkyvgfBvh689fNOukUG4Ofpxpn9o5m3JZubz+jBpMFxPH3lEPrGBvHunafz4KR+/OPLTVTXN3FG32guHBrPV6v30WSzc1a/TpwzIIb//rCNpIwS/u+GkaxLLeKNudsJ9fPgljN6sCApmx1ZZRRW1PHs1UP5cMkeHvt4LeP7RFFYUcfi7bm8v2g3E/pG8/F9E7hwaBzT/nQaf7t8EEWV9Tw5cz3V9U28dP1wbj2zJ7PXpxMR4MXOrDIWbsthT24587dms2xHLntyy5m7KZOLh3emoraRlLwK5m7OJDzAk+/Wp9NotfH9hgz+8dUmZizZw4a9RWQVV/PGbWPYmV3GY5+s5c63lzN13g6guZv0fz9uZ+q8nRiGwerkAnJLa/lwcTI2u8Hs9elcNDSeORszHOMwbnlziSOgfG3udp75YiMZRVXUN9l4aPpqHvloLY1WG5+v3MvFw+J58vJBvDoniatens+V/5nvCIQLK+r4eOmeFmHeweZtyWoRzh283U9bsli9p4D5SdmOx9amFDgCup+3ZuNqMfPeQaM9DvbWzzv5cVOmY99nvtjgmE19qDkbMvh6TRrphc1znnNKa1h5hPnQNrudu95ZzowlezAMgx82ZnDzGT1Yn1rEvoJK3l6wCz8vN2atS8MwDKbN28lXq/c5Zkgv2pbDD/tfs90weGj6KqYvbl7oMLe0hic/XcdXq/YCMHdzFu8t3M1nK1KxGwb/mb2V6YuT+XJ/mLwlvZg1e5pHlRiGwXNfbeLzlc0h4obUItalFjm2Layo48bXFjsWUVyYlE1xVT1r9zR/rT5YvJu/zFjjCMXemr+Tj/bPBc8vr+WDRck8/fkGFib9Ms7kgO/WpWO12Vm4P+T/aOkeXpq1hbLqBuobrSxMymHl7nyq6powDIM/f7iaT5alAM2drTf8bxFL9y9geaiSqnq+XL3XEbYahuE4T3ZmlWK12dmVXU5JVT12w+Dpz9azLeOXr3NBea3jnNm4r4ib3ljiCEDzymodo15a88Qn6/hi/9fiUDa7QXJuueN2Q5ON7JJfAvJ9BZWOcD05t5w9uRUsSMpx1HJw0Fxe08BzX21yBK2rkwu4+uUFrXb778mrIL2oilX7r6SA5q/PgUA4ObecK/8z3zGKJ6Ooiqc/33DE78GXZyfx8vdJrT7W2ms+uFN9QVI2d769HJu9+Y2mGUv38PGyPcfUGV5d38RPmzOPOmx+f/+VJQfqmr44mZqG5q/r4h255JbWsnz/VR7vLdzNM19sdHzdX5+7g5m/I2w/lSngFacT4tv8S7kCXhERERFpL/rFBXNW/18C2t4xQY6gFOCaMV2JDPRq8bjZ9EuHrJebC2N7RbX63Kf3jmJg51/GUkzoG+14riFdQgkP8OSKUQmOx6b96TTiQn3xdHNhSJdQUvIqGN87CovZzF3n9OaOs3vj5e4CNIfPRxqJ4efpyqMXD6DH/g7oM/pG8+5d44gM9CI+zJe+ccG4uZgZlBCKyWTixcnDue+8vkBzKJyaX8nIxHB8PV0Z2yuS1XsKGLx/vMY5/WO4cVx3LhgSB8CghBBuPbMn3h6ujOsTxS1n9OCWM3rg5mJhYEII0UHeXDKsMy4WM5OGxJFVXM11Y7s1d0gPiePnrdlcOaoLY3pGkFdWy9R5Ozh7QAyDEkKYMj6R0T0iuOPsXtx6Zg/e+Gk7G/YWceO47vh5uXH+4DjCA7zwcHPhznN6sWlfMXef2xs3FwvnDYrlnTtP55YzevCns3ryzoJdvD53B5eOSOCiYZ15be521qYUcsHgOEZ2D2fhthx+3prN/ef3xcfDla/XpPHhkj3cfW5vZq9P5+Xvk7hydBeigrx54dph9I8L5spRCfy8JZtN+4qZtTaN7lH+5JfXsjW9hNkbMrhubDcabXZen7udosp6bj6jB2N6RPDQ9FVsTi9mQOcQPlySzI6sUnZklXJmv2j+77utvP7jdrw9XDCb4K+frmNHVhkXD+vM4C6hTL19LP+4eig3TUjk+a83sSApmwenr+KLVXuZsyEdgO83pHP/+yupqG1kX0Elb8zdztvzd1FYUUdDk4173l3BP2dtpqahiU+WpTChTxRLd+buD6bz+dtnG1ixO5+8slp2Z5fx4uThrNydz3fr0nhq5jr+77utGIZBZnE1361P572Fu6iqa2Lx9hzWpxbx6g9JNFptlNc08N8ftlFZ24jVZufnrdmE+3s6Qsb3F+7mha83OUZ1fL8hw9GhvGxnHrUNVr5em8bMFalU1jZy8bB4Tu8dyV8/XYevhyt/u2IwczdlsiAph8LKOsb2imTW2jTKaxp4be523pq/i5Kqelbuzqe4qp45GzOoqW/iu/XpxIX68vXaNEqq6vli5V6uGdOVL1ftZdq8nRRW1PHS9SP4ZFkKz321ib9/voEXvtnMpn3FzN6QwfbMUj5ZlkJeWS1frt7L+YNj2bi3iILyWmauSKWoso45GzKw2uys2J3P4C6hLEjKpqahiflbs7FYTHy/Pp2UvArmbMjgi1V7ySurZdba5tnfT185mNfn7uD+91fy6fIU6hutFJTXsj61iBvHJzJvSxYVtY0s3JZDZKAXczZmsGxXHuEBnnSJ8GPZzlw2pRWTUVTFD5syaLTaWLgth7pGKzP2vxFgs9tZnfxLkP/l6n28t2A3z3+9mb35FTw0fTVPfLIWwzBYmVzAmJ4R9IoJZFVyAWv2FLAmpZCP9ofHybnl3PDaYuZuzqJp/1zwqromPl+5F5vd4IVvNvHslxsdYejBahusJGWU8vHSPeSU1JBfXusYb2MYBq/P3c59761kxf6Z5S9/n8S9762kvKYBm93gn7M28/cvNlBW3cDs9RmcOyCGspoG9uRVUNtg5U/Tljm6nD9auoflu/KYv7V5gctv16URFejF45+sdbzpcMCPGzM5Z0AMvp6ubNxbTHlNA3e+vZwXv9lMo9XGf+dsI9DHna/XNAf7nyxLYc2eAja1Mku8sq6RtSmFrNnTPNIHYFVyPrtzDv98HKjzoemr2ZFVimEYfLFqL9kl1axOzmd3TnPI7mIxO+a2782vdDyvYRh8uWqvY4FLu2GwJa3Y8XX+avU+ps7byfX/W8grc5J46+edrEv55cqBXdlljg7z5NxyPl+11/EaN+wtZOaKVOZvzcYwDFbsymNQQgg/bMpwXAkR4ufBDxsz2JNbzua0Yi4d0bnV1ygtubR1ASK/V6ifAl4RERER6TgGxAfzwT3jHKHr7+Hu2jyW4kBYbDaZ6Bzu53h8fJ9oCivqHPcdvNjdbzGZTEzoG93i9sG/g999Tm+Kquocoxw83X6pPz7MlxHdwrhwf4A7tlckM1ekMqhLKNC8uN61p3U74rEvGf7LH/Rmk4n/3TLaMUojOsibV28eRbdIfwCuGt0Vi9nEmJ6R+/8bwYKkHB67ZCAAlx70XON6RzE/KYfBCSEE+XhwqFGJEbx75+ktwvkDxvaKZO7mLDKLq7hqdBdsdoO5mzPpExtEVJA3Y3tF8swXGwkP8GRg5xAuG9GZV+ZsY1zvKC4cGk90kDcfLd3DhUPiAYgJ8XF8DsprGnlt7jbKaxp57pqhbNhbxNR5O8kpreGJSwcS4ufBy98ncfnIBDxcLdw4LpH/fL+Vhy7oj9kEt01dyp7cCi4Z1plrTuvK3e+sYF1qIW/cNgazycR9761k4sAY/PeP34gO8gage1QAjU02/v3dVq49rSt9Y4N59ssNeLq78M6C3fTsFMDjH6/FbhhcMrwzRZX1fLBoN35ebrhYTKQXVnHHW8sJ9vXg/kn9uPrl+ezNr+SrNfvo2SmAdxfs4vReUQzpGkbXSH+uG9uNGUv3cP6gOOZtzWLx9lzWpRZyzoAY8spq+XjZHlYlF3D/+X35bn067yzYxdb0Ekqq6qltsHJ6r0jcXMzcemZPpi9O5tyBMaxNKWRUjwj+98M2zhsUy3sLd2E3IDbEh89W7GXy2G40Wu289fNOLh+ZgJuLhctGJLBoWw5PXDaInp0C6Rbpzytzkrj1jB70jw/hgQ9WUl3fxID4YMwmEx8vS2FPbjk3juvOsp15fLFqL/O2ZPHP64bz4ZI9PPrRGnw8XLlhXHcAZq5I5YVrh9EvLpgHJvVl4bYc3rztNHZklfH81xtpshk8f81QFm7L4dkvN5JbWsNTVwymvLqB9xbuZvWeAh6Y1I+3ft5Jr06BuLtYuHdiH259cwlfrdpHXKgv143txr++3cLK3flcOrwzpdUNvPnTdpIySvn3DSPoHhXA+3ePY11qIT9uymRtSiEJ4X4M6xrKJcM788WqvbzyfRK9OgVyxagu/OvbLUQGenHOgBhcLM0LIXq6WbhqdFeW7Mhlxa58Zq9P546ze/HFqr0s2pbD5rRiFm7L4dGLBzC8exjzNmfxzNVD+HhZCve8u4KLh3VmyY5cFm/PZdXufO46tzd5ZbWs2N0cvF8zpiuz1qaRnFvOO/N3MaxbGNN+3smu7DJczGaev3YYj8xYjdVup6beyg3juvPirM1Mve00vD1cHd+bO7JKCQ/wZGjXUF76dgvFVXV0iwzgua820Ts2iIyiKm4/uxevzEkivbCKrekldIv056Ole+gRHUh9k41+ccH8e/bW5gU0bxuDbf9McIvZRKPVxivfJ+FqMfPz1myuG9uNb9enM7BzCDuyyvj4/gnM2ZjJAx+s5OrRXbl0RGearHYW78jllSkj8fVwZcmOXDalFdE9yp/MoirufmcFhmHwr+tGcPtby1ifWsiq5ALG94li3pYshnYNI7Ooir0FlYzvE82ynXl0jfDD1cXMwm05DO0axovfbMZsMjE4IYQmm52d2eWc0Teanp0C+HZdGhP6RPH+omSuPa0r5TWNXH96d75ek0ZsqA/j+0Th5+nGz1uziQ/z5c8zVtM9yp9/Th7O2pRC3l24m+W78vnPlJF8viKVj5al8JeL+jMqMYLvN6Tz7NVDgeYxJXWNVp77ehOvTBmFl7sLT3y6jgBvN6bedhqfr0hlcEIIS3bkcfvZvfhxUxadw3z5fn0GvWOCqKht5OUpo7jp9cX874dtDOsayjkDY3jl+21sSS/hgiFxrf6slsMp4BWnc+CyujA/fZOLiIiIiPP7rYXlfsuBcLc1p/WMYHSPow91f4/oYG+ig72P+Pgz+wMAgM5hvjx+yUB6dQo8pmMdHB4D9Ij+5Xl8PV25aUIPx+1LhycQ5OPRakhrMpl4/pqhjlEarWltvwP7Pn7pQCpqGx31PHHpIAK8m0PTwV1C8XJvHgti3h+OJ2WUcssZPRyPD94fcB/qwqFxzN+aTWikJ71jgogO8uar1fs4vXckAd7unNE3mqSMEseYj4hAL/59w8iD9o/nx02ZXDqiOcD8xzVDqW+0Ebp/YeqpfzoNzyO8gXDRsM4M7xZOxP6u8DE9IvnP7CQevrAfE/pE88LXmyioqOO607tTVt3ArVOXYjGZeOO2Mfh4uvJ/3211BM8juofz9oJdZBRV89F9E3j0ozV8sWovT14+CIDLRyZw6YjOWMxmEqMD+M/srTTZ7Lx75+lU1jVxz7srSAj344x+0cSH+XLfeysY2yuK568dxp1vL2dHVikTB8YyvFsYL3+/lf/+uJ1h3cJ46IJ+3Dp1Kf+ZvZW/XzWE5NwKHv14LW4uZs7u3wkXi5mq2kbOG9y8AGNCuB+fP3QWfvsD72vGdGPqvB2cPzgOd1cLvToFsmZPIW/fMRab3eD2t5bh4+HKuQNjiQjw4unPN9CzUwA9ogO5cVx37n9/FX+9bBBmk4nJY7sxoHOwY4TL+D7RjO/T/EZJVJA3pdUNmM3QNy6YmBAfbnlzCecOjMHP041JQ+J5/JO1nN2/E2f378Ts9em8Nnc7Z/Rr7trv0SmQmStSeeTiAQzpEkqnYB/yy2u5ekxXauqt3PzGYhKjA+geFQBAoI875wyIYXyfKF6atYUfN2Xy0vXD8XC1MK53FD9uyuSZq4YwOCEEfy839uZX8o/937dv/bwLkwkeuXgAvp6uvD1/F1a7nTP7NX8+X52TRFiAJ3ec3Yt3Fuwit7SG2FAfhncLp39cMEWV9cSE+NAt0p/XftyOgcGghBDKaxqZ9vNO/DxduXp0FxqabLz4zWZqG6x8cM84ftiYyXsLd/PS9cPpER3A6B4RfLMmjf+7YQS9Y4PYllHCR8tSuOPsXo5zOCmjlL6xQUwZn8g9767gvIGxTB7bjeTcCt5ftJsXrx1GbKgvWcXVfLwshRevG06onwd3vr2clbsLuO3MHgxKCOW2aUvp2SmAuFBfJvSJ5vmvN9JotfPaLWP4cVMmT3++gUuGd+bqMV2ZuzmTf87awugeEQR4u3Pd2G70jw9m2rzmkQKhfh7EhfrQJcIfMPHgBysxgNdvHYOnmwvPfLGBO8/pTXSwN6MSw/nHlxuZ0DeKq0Z15fa3lpFfVsvfv9hIXlkNfl5uLEzK4Yx+0Xi5ufDZyr2sSynkvEGxXDmqC9+sTSPIx51LRyTw5aq9fLc+nUcu6s+IxHCmvLaYV+dsY9LgOC4aGs+Xq/axJ7ecV24ahbeHK7dPW0ZxZT0ju4ezOa2Yn7dm89nKVG4/uxfzt2bz5Mx17MmpYMr4RKb9vJP0wipign3oFxeEyWSif3wwAP5ebrz4zSY83V04o2806YVVPP/NZjbvK2b6PeN5+vP1zFqTxobUQt66YywPf7iaN37azrCuYQT7ejC2VxTzk7J55aZR9IwOwN/LjZ1ZZTx68YBWf25JKww5ISoqKgzAqKioaOtSOpyGJqvxyEerjfpGa1uXIiIiIiIi4pBWUGk0NB3b3ymlVfVGWXW94/aynblGXlnNUe3b0GQ1sourj+m4h6qqazSW78x13Lbb7Uaj1ea4/dPmTGPV7vxW9121O984+9k5xtvzdxqGYRhJGSXGbVOXHPFz8vL3W41p83Y4bn+8dI+xPbPEcXtffoVhtTUfe9G2bGPicz8YBeW1hmEYxovfbDLOfnaOsTW92DAMw9ieWWKs2JVnGIZhWG1246mZ64zvN6Qf9eu22+2Of6fmlRsLk7Idt6cv3m38sDHDMAzDsNntxsPTVxmrk3/5HKTklhu2g/b/PdILK42a+iZHDW/+tN3xGn/anGmc/ewcY1d2meP2Na/Md3w9ckqqjT255Y7nWroj10jNKzdaY7XZjQ17Cx2vc29+hfG3mescda/cnWe8v3CXY/vnvtpovPbjNsMwms+JC16ca7yz/+tqtdmMN3/abuSX1Rh2u914ZMZq4+xn5xiLt+ccdlz7/s/X819tdNz30PRVxucrUw3DMIyC8lpj4nM/GLPXpzm2TznoNZVW1RuLt/3yvAuTso0H3l/Z4hj3v7fC+HlLlmP/I2losho7skodt6f9vMO4861ljs/BzqxSI62g0vH5uuaV+ca0n3c49n1/4S6jsrbRMAzD+HR5inH2s3OMpIySFsew2e1GWkGlMXdThuNrY7fbjVveWGy8Oiep1bqSc8qMC1740cguaf4e/vOHq4xrXplv/GXGauOHjRnGZf+eZ5z//I9GRU2DUd9oNS556Sfj6pfnG9V1jYc9l91uN3JKfvlZ8NXqvcb5z/9olFTVGYZhGG/tf80HPk8PfrDSuPn1xUZdQ5OxdEeucc6zc4zbpy01rDa7kVVcZVz1n/nGyt3N31fPfLHBOPvZOY7bB7PabMaDH6w07nxrmdHQZDXySmuMi/4513h59lbDMAxj9vp045xn5xiPf7LWMAzDmL5ot3H2s3OMZTuaf9akFVQab/603fF8SenFjq/pqeKP5ogmw/gdyxLKUausrMTf35+Kigr8/Px+ewcRERERERERJ9ZotfGPrzZx33l9HN3DhmH8asf0bz1+sIraRseYiaSMEr5cvY9nrxpy1Ps7m0arjZ+3ZnP+oObFIg3DoLbB2mI8wYk8tsVsdoxgScooISHcD59Wjp1ZXM2MJck8fulAx+KMB6ttsGIYhqPuRqsNV4vZ8XXLKq4mOtj7V69GOCAlr4LHPl7LV38+C5PJRF2jlcv+/TPv3z2OiACv39z/YHbDoNFqd4x/OVRhRR1BPu64WA5/TVV1TfywMYOrRnc5qvOvqLIOfy833FxaP1Z9oxWP/VcGLNmRy5s/7WDqn04jyMed/3yfRGOTjScua+6E/3FTJmH+ngw5whUBB7PZ7WQV1xAf5guA1WantsHq6F7PKa3B1WImzN8TwzB4Z8EuTusZSc/9V1vYDcPxdSmpqufbdencNCGx1a9VfaMVm2Hg7d78dd6bX0mYvye+nq5U1zcx+dWFPHLxAEb3iKCkqp5/ztrMP64e6njdp7o/miMq4D1BFPCKiIiIiIiIiBw/tQ1WLvnXPD5/6EwCvN3ZuLeI//6wjRn3TWjr0o6rhiYb7vuDZ8MwsBs4wnZnVV7T8IfGEXV0fzRHPPxtCBERERERERERkXbGy92FEF8PsktqgObO4r5xQW1c1fHnflBXsclkcvpwF1C4e4Ip4BUREREREREREafQKcSbrJJqALZlltIvLriNKxJpewp4RURERERERETEKcQE+5BVXE19k43knHL6xna8Dl6R30sBr4iIiIiIiIiIOIWYEB+ySmrYlV1GgI87kYG/b3E1kY5IAa+IiIiIiIiIiDiFAx28SRkl9IsNwmRy/vm0In+UAt5f8eabb9K5c2c8PDwYPHgwy5cvb+uSREREREREREROWTEh3hSU17JxbzF9NX9XBFDAe0Sff/45DzzwAH/961/ZvHkzp512GhMnTiQzM7OtSxMREREREREROSWF+Hrg5mIhObecfnGavysCCniP6OWXX+aWW27h1ltvpWfPnrz66qvExMQwderUti5NREREREREROSUZDKZiAnxIcjHnegg77YuR6RdUMDbisbGRjZu3MjZZ5/d4v6zzz6bVatWtbpPQ0MDlZWVLT5EREREREREROT4ign2pl9csObviuzn0tYFtEfFxcXYbDbCw8Nb3B8eHk5+fn6r+7z44os888wzJ6M8EREREREREZFT1jVjumI2K9wVOUAdvL/i0HeCDMM44rtDjz/+OBUVFY6PrKysk1GiiIiIiIiIiMgpJTbUl07BPm1dhki7oQ7eVoSEhGCxWA7r1i0sLDysq/cAd3d33N3dT0Z5IiIiIiIiIiIiIoA6eFvl5ubG4MGDmT9/fov758+fz6hRo9qoKhEREREREREREZGW1MF7BA899BDXX389Q4YMYeTIkbz99ttkZmZyxx13tHVpIiIiIiIiIiIiIoAC3iO66qqrKCkp4dlnnyUvL48+ffrw448/EhcX19aliYiIiIiIiIiIiABgMgzDaOsiOqLKykr8/f2pqKjAz8+vrcsRERERERERERGRduiP5oiawSsiIiIiIiIiIiLipBTwioiIiIiIiIiIiDgpBbwiIiIiIiIiIiIiTkqLrJ0gB0YbV1ZWtnElIiIiIiIiIiIi0l4dyA+Pdak0BbwnSFVVFQAxMTFtXImIiIiIiIiIiIi0d1VVVfj7+//u/UzGsUbD8qvsdju5ubn4+vpiMpnaupwTqrKykpiYGLKyso5ppT8RZ6VzX05FOu/lVKVzX05FOu/lVKVzX05VOvfbjmEYVFVVERUVhdn8+yfqqoP3BDGbzXTq1Kmtyzip/Pz89ANATkk69+VUpPNeTlU69+VUpPNeTlU69+VUpXO/bRxL5+4BWmRNRERERERERERExEkp4BURERERERERERFxUgp45Q9zd3fn6aefxt3dva1LETmpdO7LqUjnvZyqdO7LqUjnvZyqdO7LqUrnvvPSImsiIiIiIiIiIiIiTkodvCIiIiIiIiIiIiJOSgGviIiIiIiIiIiIiJNSwCsiIiIiIiIiIiLipBTwioiIiIiIiIiIiDgpBbwiIiIiIiIiIiIiTkoBr4iIiIiIiIiIiIiTUsArIiIiIiIiIiIi4qQU8IqIiIiIiIiIiIg4KQW8IiIiIiIiIiIiIk5KAa+IiIiIiIiIiIiIk1LAKyIiIiIiIiIiIuKkFPCKiIiIiIiIiIiIOCkFvCIiIiLHSXp6OiaTifLy8nZ/rClTpvDAAw8c8fEHHniAKVOmHNNzn+rOPfdc5s6d29ZlnDSffPIJo0aNOi7PtWTJEgICAhy3J06cyJtvvnlcnvtku+OOO3j00UePy3Olp6fTs2dPGhoajsvziYiISMeigFdERETkKPn4+Dg+LBYL7u7ujtsTJ05s6/KcwpIlSzCZTC0+l/fcc8+v7vPtt9/SrVs3vLy8GDNmDLt37/7N4yxbtgyTydRqwBYfH4+npye+vr4EBAQwaNAgnnnmGaqrqx3bTJ8+nQEDBhy2728F44sXL6aoqMhpzofj8abE5MmTWbVq1fEr6iBz587lrrvuOiHPfaxaOzf+/ve/c/HFF7e4b9q0abz00kvH5Zjx8fGMGDGCadOmHZfnExERkY5FAa+IiIjIUaqurnZ8nHbaabz00kuO28fSsWm1Wk9Ale2fv79/i8/l66+/fsRt9+zZw+TJk3nllVcoLS1lwoQJXHTRRb/5uXvvvfcICgriww8/bHXbmTNnUlVVRUlJCW+//TbLli1jzJgx1NXV/aHX9sYbb3DTTTf9oec4ktZex6l6Dp2Kbrzxxl/9XhEREZFTlwJeERERkePs+++/p2vXrgQEBDBlyhSampqAXy4/nzp1KrGxsYwcORKABQsWMGzYMAICAujduzezZ892PNf8+fPp168fvr6+hIeHc+eddx7VsQB+/vlnBg4ciL+/P4MGDWLBggVHrHnZsmX07dsXHx8fLr30Uqqqqo7np+SYffTRR4wfP55Jkybh4eHBU089RWFhIcuXLz/iPpWVlXz11Ve8/vrrVFdX88MPPxxxW4vFwpAhQ/j666/Jz89n+vTpx1xrU1MTP/30ExMmTGhx//z58xk+fDgBAQFERkby4osvAq13fQYEBLBkyRLH45MmTeLOO+8kKCiIRx99lClTpnDLLbdw5ZVX4ufnx9SpU2lqauJvf/sbXbp0ITg4mAsvvJDc3FzHc5pMJqZNm0afPn3w8/PjwgsvpKKiAoBhw4YB0KlTJ3x8fPjkk08Oe10HztvXXnuNyMhIIiIiePrppzEMAzi8ozU+Pp7nn3+eQYMG4efnxznnnNOinsLCQiZPnkxUVBRRUVE88MADRxw9MG7cOF599dUWdbz77rvExMQQHBzMI4880mL7X/teOtSvfW/t3buXCy64gNDQUOLi4njuueew2+1s3ryZO+64g23btjk60GfMmMELL7zAnDlzHPdBy27vA53SH3300RG/X7/66iu6du2Kv78/t912G5MmTeLvf/+74/HRo0eTnZ3Nrl27jviaRERE5NSkgFdERETkOPvhhx/YtGkTO3fuZMGCBS1Cs6qqKrZu3cru3btZunQpSUlJXHHFFfzzn/+ktLSUt956i+uvv57k5GSguWvvL3/5C1VVVezbt4/rr7/+qI61d+9eLrroIp566ilKSkp44oknuPDCC0lLSzus3rKyMi688ELuueceysvLuemmm/j4449/9TX269ePgICAI378murqaqKioujUqROTJ08mJyfniNsmJSW1CA9dXV3p1asXSUlJR9xn5syZeHt7c8UVV3DZZZfx3nvv/Wo90BysnnnmmY5w9VikpKRQW1tLYmKi477Nmzdz0UUX8cgjj1BUVMTu3bsZP378UT/nTz/9xPDhwyksLOQf//gH0Pz6brnlFsrLy7nlllv461//ysqVK1mxYgV5eXl0796dq6++usXzfP755yxcuJDMzEyys7N55ZVXAFi3bh0A2dnZVFdXM3ny5FbrqKqqYtOmTezdu5clS5bw/vvvM2PGjCPW/e677/Lpp5+Sn59PRESE43kNw+DCCy8kIiKC1NRUtm3bxtatW3nuueeO6vNRVVXFtm3bSElJYcWKFbzxxhuOr9lvfS8d6kjfW3V1dZxxxhlMmDCBnJwcli9fzmeffcYHH3zAwIEDmTZtGn379nV0oN9www088cQTTJo0yXHfkRzp+3XPnj1cf/31vP7665SUlDBs2DDmzZvXYl9XV1e6du3Kli1bjupzJSIiIqcOBbwiIiIix9nf//53/Pz8iIqKYuLEiWzcuNHxmN1u55///CdeXl54eXnx1ltvMWXKFCZMmIDZbGbMmDFMmjSJL774AmgOdVJTUykqKsLb2/uwxayOdKzPPvuMcePGcemll+Li4sLll1/OmDFjmDlz5mH1zpkzh6ioKG6//XZcXFy44IILDutCPVRSUhLl5eVH/DiSHj16sGXLFrKystiwYQOGYXDBBRdgt9tb3b66uvqwwDggIOBXO4zfe+89Jk+ejIuLCzfccAM//vgjeXl5v/p6AKKjoyktLf3N7Y6krKwMLy8vLBaL4763336bq6++mssuuwxXV1f8/f0ZMWLEUT9nnz59mDJlCi4uLnh5eQFw9tlnc84552A2m/H09OTNN9/k5ZdfJjIyEjc3N5577jlWrlxJVlaW43keffRRwsPDCQgI4LLLLmtxTh4Nu93OSy+9hJeXFz169OCee+7ho48+OuL2d955Jz169MDLy4t//etfLFmyhOzsbDZs2EBKSgr//ve/8fLyIjg4mCeeeIJPP/30qOowDIMXX3wRDw8PevbsyahRoxyv5be+lw51pO+tOXPmEBgYyIMPPoibmxuxsbHcf//9R13jrznS9+vnn3/OGWecwbnnnouLiwu33XYb3bt3P2x/Pz8/ysrK/nAdIiIi0rEo4BURERE5ziIiIhz/9vb2bhFGHljY64D09HSmTZvWovv1u+++c1zSPmvWLLZv305iYiIDBw48LKw60rGys7OJj49vsW1CQgLZ2dmH1Zubm0tcXFyL+w69fbxERETQp08fLBYLERERvP3222zdupU9e/a0ur2Pj49jnMABFRUV+Pr6trr9tm3bWL9+PTfeeCMA48ePJyoqig8//PA3a8vJySEoKAhoDv8Ovnz+gKamJlxdXVvdPzAwkNraWmw2m+O+jIwMunXr9pvHPpLY2Nhfva+4uJiamhrGjh3rOH8iIiJwc3NrEfD+2jl5NDw8PAgLC3PcjouL+9XO64PPn/DwcNzd3cnJySE9PZ3y8nKCgoIc9V5++eUUFBQcVR1+fn6OoPvQ1/Jb30uHOtL3Vnp6Otu3b2/xPA8//DD5+flHVeOvOdLXITc3l5iYmBbbtva1r6ysJDAw8A/XISIiIh2LAl4RERGRk8hsbvnrV0xMDPfff3+L7tfq6mqmTp0KwKBBg/j6668pLi7mqaee4tprrz2qMKxTp06kp6e3uC8tLY1OnTodtm1UVBQZGRkt7svMzPzV5+/du7dj3mhrH0fLZDL96uP9+vVrcUl6U1MTO3fupG/fvq1uf2Acw7nnnktERARRUVEUFhby/vvv/+pxKioqWLBgAePGjQOaA8rs7OzDQt69e/ceFpwf0K1bN7y8vFqMBIiLiyM1NbXV7X18fKitrXXcrq2tpbKyssU2h54vh94XHByMl5cXa9eubXEO1dXVHdbt3ZrWnr819fX1FBYWOm5nZmYSHR19xO0PPp8KCwtpaGggOjqamJgYwsLCWtRaUVHxq2MNjtZvfS8d6kjfWzExMQwePLjF81RWVrJjxw7gt78mxyIqKqpFIA+Hfw82NTWRmpraYmSJiIiICCjgFREREWlTt99+Ox988AGLFy/GZrPR0NDA6tWr2bVrF42NjXz00UeUlZVhNpsdnb8uLi6/+bxXXXUVS5Ys4bvvvsNms/HNN9+wfPnyw2azApx//vnk5OTwzjvvYLVa+eGHH1i0aNGvPv+OHTsc80Zb+ziSxYsXk5aWhmEYlJSUcOedd9K7d+8jdrled911LFq0iB9//JGGhgaef/55QkJCGDt27GHbNjY28vHHH/PPf/6TLVu2OD7Wrl3Lvn37WLZ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", + "text/html": [ + "\n", + "
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"axes[0].set_ylabel('Mean ADU/shot')\n", + "axes[0].set_title('No threshold (raw, includes negatives from pedestal subtraction)', fontsize=9)\n", + "\n", + "axes[1].plot(proj_no_thresh_clipped, lw=0.8, color='steelblue')\n", + "axes[1].set_ylabel('Mean ADU/shot')\n", + "axes[1].set_title('Threshold = 0 (clip negatives, keep all positive)', fontsize=9)\n", + "\n", + "axes[2].plot(proj_with_thresh, lw=0.8, color='steelblue')\n", + "axes[2].set_ylabel('Mean ADU/shot')\n", + "axes[2].set_title(f'Threshold = {ADU_THRESH} ADU (current pipeline setting)', fontsize=9)\n", + "axes[2].set_xlabel('Column (spectral axis)')\n", + "\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "# Difference: shows what the threshold adds/removes\n", + "fig, ax = plt.subplots(1, 1, figsize=(14, 3))\n", + "diff = proj_with_thresh - proj_no_thresh_clipped\n", + "ax.plot(diff, lw=0.8, color='steelblue')\n", + "ax.axhline(0, color='gray', lw=0.5, ls=':')\n", + "ax.set_xlabel('Column (spectral axis)')\n", + "ax.set_ylabel('Difference')\n", + "ax.set_title('(threshold=5) minus (threshold=0) — shows the ringing introduced by thresholding', fontsize=10)\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "fft-analysis", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/lscratch/lbgee/tmp/ipykernel_20794/4150010705.py:8: RuntimeWarning: divide by zero encountered in divide\n", + " periods = np.where(freqs > 0, 1.0 / freqs, 0) # pixels per cycle\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "12fb6a0ad0af4b95b97f82bb3611da10", + "version_major": 2, + "version_minor": 0 + }, + "image/png": 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\n", + " Figure\n", + "
\n", + " \n", + "
\n", + " " + ], + "text/plain": [ + "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Top 5 dominant periods:\n", + " 2.0 pixels/cycle (freq=0.5000 cycles/px)\n", + " 5.8 pixels/cycle (freq=0.1710 cycles/px)\n", + " 6.3 pixels/cycle (freq=0.1597 cycles/px)\n", + " 6.2 pixels/cycle (freq=0.1613 cycles/px)\n", + " 6.1 pixels/cycle (freq=0.1629 cycles/px)\n", + "\n", + "ePix100 ASIC bank width = 96 pixels\n", + "If the dominant period is ~96 or a harmonic (48, 32, 24),\n", + "it confirms the ringing is from readout bank structure.\n" + ] + } + ], + "source": [ + "# FFT of the column projection to identify the ringing period\n", + "from scipy.signal import detrend\n", + "%matplotlib widget\n", + "# Detrend and FFT the thresholded projection\n", + "signal = detrend(proj_with_thresh)\n", + "fft_mag = np.abs(np.fft.rfft(signal))\n", + "freqs = np.fft.rfftfreq(len(signal)) # cycles per pixel\n", + "periods = np.where(freqs > 0, 1.0 / freqs, 0) # pixels per cycle\n", + "\n", + "fig, axes = plt.subplots(2, 1, figsize=(14, 6))\n", + "\n", + "axes[0].plot(freqs[1:], fft_mag[1:], lw=0.8, color='steelblue')\n", + "axes[0].set_xlabel('Frequency (cycles/pixel)')\n", + "axes[0].set_ylabel('|FFT|')\n", + "axes[0].set_title('FFT of detrended column projection (threshold=5)')\n", + "\n", + "# Show dominant periods\n", + "top_idx = np.argsort(fft_mag[1:])[-10:][::-1] + 1\n", + "axes[1].bar(periods[top_idx], fft_mag[top_idx], width=2, color='steelblue')\n", + "axes[1].set_xlabel('Period (pixels/cycle)')\n", + "axes[1].set_ylabel('|FFT|')\n", + "axes[1].set_title('Dominant periods')\n", + "for idx in top_idx[:5]:\n", + " axes[1].annotate(f'{periods[idx]:.1f} px', (periods[idx], fft_mag[idx]),\n", + " fontsize=8, ha='center', va='bottom')\n", + "\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "print('Top 5 dominant periods:')\n", + "for idx in top_idx[:5]:\n", + " print(f' {periods[idx]:.1f} pixels/cycle (freq={freqs[idx]:.4f} cycles/px)')\n", + "print()\n", + "print('ePix100 ASIC bank width = 96 pixels')\n", + "print('If the dominant period is ~96 or a harmonic (48, 32, 24),') \n", + "print('it confirms the ringing is from readout bank structure.')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9e64dc81-a758-4f2a-b3be-4a11b3217497", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "5e0be58d-6b7c-495a-98a0-10ecd40fd292", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "coloraxis": "coloraxis", + "hovertemplate": "x: %{x}
y: %{y}
color: %{z}", + "name": "0", + "type": "heatmap", + "xaxis": "x", + "yaxis": "y", + "z": { + "bdata": "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       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[ + 0, + 1 + ] + } + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import plotly.express as px\n", + "\n", + "summed = np.nansum(seer_all, axis=0)\n", + "\n", + "fig = px.imshow(mean_img, zmin=-1E-3, zmax=1E-3)\n", + "fig.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "cad4fede-893d-4086-b58b-6e127c4422a1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[0., 0., 0., ..., 0., 0., 0.],\n", + " [0., 0., 0., ..., 0., 0., 0.],\n", + " [0., 0., 0., ..., 0., 0., 0.],\n", + " ...,\n", + " [0., 0., 0., ..., 0., 0., 0.],\n", + " [0., 0., 0., ..., 0., 0., 0.],\n", + " [0., 0., 0., ..., 0., 0., 0.]])" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "summed" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "da4bca32-1e12-429d-b094-8f361014f1b5", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.20" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/mfx101609126_seer_vs_xrt.ipynb b/examples/mfx101609126_seer_vs_xrt.ipynb new file mode 100644 index 0000000..297bb3e --- /dev/null +++ b/examples/mfx101609126_seer_vs_xrt.ipynb @@ -0,0 +1,205 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Run: 79\n", + " Total shots: 35998\n", + " XRT 2D image: (60, 300)\n", + " SEER 2D image: (100, 620)\n", + " XRT 1D spectrum:(300,)\n", + " SEER 1D spectrum:(620,)\n", + "\n" + ] + } + ], + "source": [ + "import os\n", + "os.chdir(os.path.dirname(os.path.abspath('__file__')) + '/..')\n", + "\n", + "from XSpect import Pipeline\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "p = Pipeline.from_yaml('examples/mfx101609126_seer_xrt.yaml')\n", + "p.run(cores=4, batch_size=500)\n", + "\n", + "run_results = []\n", + "for run in p.analyzed_runs:\n", + " xrt_2d = getattr(run, 'epix_xrt_reduced', None) # (60, 300) summed XRT image\n", + " seer_2d = getattr(run, 'epix_seer_reduced', None) # summed SEER image\n", + " xrt_1d = getattr(run, 'epix_xrt_reduced_ROI_1', None) # (300,) XRT 1D spectrum\n", + " seer_1d = getattr(run, 'epix_seer_reduced_ROI_1', None) # SEER 1D spectrum\n", + " run_results.append({\n", + " 'run_number': run.run_number,\n", + " 'total_shots': run.total_shots,\n", + " 'xrt_2d': xrt_2d,\n", + " 'seer_2d': seer_2d,\n", + " 'xrt_1d': xrt_1d,\n", + " 'seer_1d': seer_1d,\n", + " })\n", + " print(f'Run: {run.run_number}')\n", + " print(f' Total shots: {run.total_shots}')\n", + " print(f' XRT 2D image: {xrt_2d.shape if xrt_2d is not None else \"not available\"}')\n", + " print(f' SEER 2D image: {seer_2d.shape if seer_2d is not None else \"not available\"}')\n", + " print(f' XRT 1D spectrum:{xrt_1d.shape if xrt_1d is not None else \"not available\"}')\n", + " print(f' SEER 1D spectrum:{seer_1d.shape if seer_1d is not None else \"not available\"}')\n", + " print()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# --- 2D image diagnostics ---\n", + "# Summed xray frames for each spectrometer with spatial ROI band marked.\n", + "# Adjust rois: [[row_start, row_end]] in the YAML if the red band misses the signal.\n", + "\n", + "roi_rows = [0, 60] # must match rois: [[0, 60]] in the YAML\n", + "\n", + "for res in run_results:\n", + " run_num = res['run_number']\n", + "\n", + " fig, axes = plt.subplots(2, 2, figsize=(14, 6),\n", + " gridspec_kw={'width_ratios': [3, 1]},\n", + " constrained_layout=True)\n", + " fig.suptitle(f'mfx101609126 run {run_num}', fontsize=13)\n", + "\n", + " for row_idx, (label, img) in enumerate([('XRT (epix100_0)', res['xrt_2d']),\n", + " ('SEER (epix100_1)', res['seer_2d'])]):\n", + " ax_img = axes[row_idx, 0]\n", + " ax_proj = axes[row_idx, 1]\n", + "\n", + " if img is None:\n", + " ax_img.text(0.5, 0.5, f'{label}\\nno data', ha='center', va='center',\n", + " transform=ax_img.transAxes, fontsize=12)\n", + " ax_proj.set_visible(False)\n", + " continue\n", + "\n", + " im = ax_img.imshow(img, aspect='auto', origin='lower',\n", + " extent=[0, img.shape[1], 0, img.shape[0]],\n", + " cmap='viridis')\n", + " plt.colorbar(im, ax=ax_img, label='Counts')\n", + " ax_img.axhline(roi_rows[0], color='red', ls='--', lw=1.5, label=f'ROI row {roi_rows[0]}')\n", + " ax_img.axhline(roi_rows[1], color='red', ls='--', lw=1.5, label=f'ROI row {roi_rows[1]}')\n", + " ax_img.set_xlabel('Dispersion pixel (col)')\n", + " ax_img.set_ylabel('Cross-dispersion (row)')\n", + " ax_img.set_title(f'{label} — summed xray frames, run {run_num}')\n", + " ax_img.legend(fontsize=8)\n", + "\n", + " row_proj = img.sum(axis=1) # sum over dispersion axis → signal vs row\n", + " ax_proj.plot(row_proj, np.arange(len(row_proj)))\n", + " ax_proj.axhline(roi_rows[0], color='red', ls='--', lw=1.5)\n", + " ax_proj.axhline(roi_rows[1], color='red', ls='--', lw=1.5)\n", + " ax_proj.set_xlabel('Counts')\n", + " ax_proj.set_ylabel('Cross-dispersion (row)')\n", + " ax_proj.set_title('Row projection')\n", + "\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# --- SEER vs XRT overlay ---\n", + "# Both spectra spatially integrated (rows summed) and normalized to their peak\n", + "# so they can be compared on the same y-axis regardless of absolute count scale.\n", + "\n", + "for res in run_results:\n", + " run_num = res['run_number']\n", + " xrt_1d = res['xrt_1d']\n", + " seer_1d = res['seer_1d']\n", + "\n", + " fig, ax = plt.subplots(figsize=(10, 5))\n", + "\n", + " if xrt_1d is not None:\n", + " xrt_norm = xrt_1d / np.nanmax(xrt_1d)\n", + " ax.plot(np.arange(len(xrt_1d)), xrt_norm, color='steelblue', lw=1.5, label='XRT (epix100_0)')\n", + " else:\n", + " ax.text(0.5, 0.6, 'XRT data not available', ha='center', transform=ax.transAxes)\n", + "\n", + " if seer_1d is not None:\n", + " seer_norm = seer_1d / np.nanmax(seer_1d)\n", + " ax.plot(np.arange(len(seer_1d)), seer_norm, color='darkorange', lw=1.5, label='SEER (epix100_1)')\n", + " else:\n", + " ax.text(0.5, 0.4, 'SEER data not available\\n(epix100_1 not recorded in this run)',\n", + " ha='center', transform=ax.transAxes, color='grey', fontsize=10)\n", + "\n", + " ax.set_xlabel('Dispersion pixel')\n", + " ax.set_ylabel('Normalized counts (peak = 1)')\n", + " ax.set_title(f'SEER vs XRT spatial projection — mfx101609126 run {run_num}')\n", + " ax.legend()\n", + " plt.tight_layout()\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.20" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/mfx101609126_seer_xrt.yaml b/examples/mfx101609126_seer_xrt.yaml new file mode 100644 index 0000000..33790a3 --- /dev/null +++ b/examples/mfx101609126_seer_xrt.yaml @@ -0,0 +1,89 @@ +# SEER vs XRT spatial projections for mfx101609126 +# Runs 78-82: both spectrometers active +# XRT spectrometer — epix100_0/ROI_area (60 rows × 300 cols) +# SEER spectrometer — epix100_1/ROI_area (assumed same format) +# +# Workflow (applied to each detector independently): +# 1. union_shots — keep only xray-on shots +# 2. filter_detector_adu — zero pixels below ADU threshold +# 3. reduce_detector_shots — sum all shots → 2D image (60 × 300) +# 4. reduce_detector_spatial — sum cross-dispersion rows → 1D spectrum (300 px) +# +# Results: +# epix_xrt_reduced : 2D summed XRT image (60 × 300) +# epix_xrt_reduced_ROI_1 : 1D XRT spectrum (300,) +# epix_seer_reduced : 2D summed SEER image (60 × 300) +# epix_seer_reduced_ROI_1 : 1D SEER spectrum (300,) + +experiment: + hutch: mfx + experiment_id: mfx101609126 + lcls_run: 24 + +data: + runs: [78, 79, 80, 81, 82] + #runs: [79] + keys: + MfxDg2BmMon/totalIntensityJoules: ipm + lightStatus/xray: xray + detector_keys: + epix100_0/ROI_area: + name: epix_xrt + transpose: false + epix100_1/ROI_area: + name: epix_seer + transpose: false + +pipeline: + # 1. Filter to xray-only shots + - step: union_shots + on: epix_xrt + filter_keys: [xray, xray] + new_key: epix_xrt + + - step: union_shots + on: epix_seer + filter_keys: [xray, xray] + new_key: epix_seer + + # 2. ADU threshold + - step: filter_detector_adu + on: epix_xrt + adu_threshold: 2.0 + + - step: filter_detector_adu + on: epix_seer + adu_threshold: 2.0 + + # 3. Sum all xray shots → 2D image (60 × 300) + - step: reduce_detector_shots + on: epix_xrt + reduction: sum + purge: true + + - step: reduce_detector_shots + on: epix_seer + reduction: sum + purge: true + + # 4. Sum cross-dispersion rows (axis 0, all 60 rows) → 1D spectrum (300,) + # purge: false keeps the 2D summed image for diagnostic display + - step: reduce_detector_spatial + on: epix_xrt_reduced + axis: 0 + rois: [[0, 60]] + combine_rois: true + reduction: sum + purge: false + + - step: reduce_detector_spatial + on: epix_seer_reduced + axis: 0 + rois: [[0, 60]] + combine_rois: true + reduction: sum + purge: false + +output: + format: hdf5 + path: ./results/mfx101609126_seer_xrt/ diff --git a/examples/mfx101609126_spook_rixs.ipynb b/examples/mfx101609126_spook_rixs.ipynb new file mode 100644 index 0000000..94bb286 --- /dev/null +++ b/examples/mfx101609126_spook_rixs.ipynb @@ -0,0 +1,357 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "22c20a2c", + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "os.chdir(os.path.dirname(os.path.abspath('__file__')) + '/..')\n", + "\n", + "import h5py\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from spook import SpookLinSolve, SpookPosL1" + ] + }, + { + "cell_type": "markdown", + "id": "c40a33e2", + "metadata": {}, + "source": [ + "## 1. Load data" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "2d5f13be", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Shots: 2843\n", + "xrt_raw: (2843, 2048)\n", + "epix_spec: (2843, 300)\n", + "epix_seer: (2843, 620)\n" + ] + } + ], + "source": [ + "H5 = 'examples/results/mfx101609126_pershot_xes/run0079.h5'\n", + "\n", + "with h5py.File(H5, 'r') as f:\n", + " xrt_raw = f['xrt_hproj'][:] # (N, 2048) — incident spectrum\n", + " epix_spec = f['epix_spec_ROI_1'][:] # (N, 300) — emission (epix100_0)\n", + " epix_seer = f['epix_seer_ROI_1'][:] # (N, 620) — emission (epix100_1 SEER)\n", + " ipm = f['ipm'][:] # (N,)\n", + "\n", + "print(f'Shots: {xrt_raw.shape[0]}')\n", + "print(f'xrt_raw: {xrt_raw.shape}')\n", + "print(f'epix_spec: {epix_spec.shape}')\n", + "print(f'epix_seer: {epix_seer.shape}')" + ] + }, + { + "cell_type": "markdown", + "id": "042f6362", + "metadata": {}, + "source": [ + "## 2. Inspect mean spectra and shot-to-shot variance\n", + "Verify signal is present in the chosen emission detector before running spook." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "7904e8f6", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "XRT CoM: mean=971.4 std=136.15 px (14.0% variation)\n", + "(Need >~1% for stochastic RIXS to work)\n" + ] + } + ], + "source": [ + "fig, axes = plt.subplots(1, 3, figsize=(16, 4))\n", + "\n", + "axes[0].plot(xrt_raw.mean(axis=0))\n", + "axes[0].set_title('Mean XRT spectrum (feespec/hproj)')\n", + "axes[0].set_xlabel('Pixel')\n", + "\n", + "axes[1].plot(epix_spec.mean(axis=0))\n", + "axes[1].set_title('Mean emission — epix100_0 (rows 10–40)')\n", + "axes[1].set_xlabel('Pixel')\n", + "\n", + "axes[2].plot(epix_seer.mean(axis=0))\n", + "axes[2].set_title('Mean emission — epix100_1 SEER (rows 50–90)')\n", + "axes[2].set_xlabel('Pixel')\n", + "\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "# Shot-to-shot energy variation in XRT\n", + "px = np.arange(xrt_raw.shape[1], dtype=float)\n", + "total_xrt = xrt_raw.sum(axis=1)\n", + "com_xrt = (xrt_raw @ px) / np.where(total_xrt > 0, total_xrt, 1)\n", + "print(f'XRT CoM: mean={com_xrt.mean():.1f} std={com_xrt.std():.2f} px ({com_xrt.std()/com_xrt.mean()*100:.1f}% variation)')\n", + "print('(Need >~1% for stochastic RIXS to work)')" + ] + }, + { + "cell_type": "markdown", + "id": "85aa1383", + "metadata": {}, + "source": [ + "## 3. Prepare A (incident) and B (emission) matrices\n", + "\n", + "Key steps:\n", + "1. **Crop XRT** to the active pixel range (avoids zero-only columns inflating AtA)\n", + "2. **Bin XRT** to reduce the problem size for OSQP (8× → ~190 bins) \n", + "3. **Mean-subtract both A and B** — isolates shot-to-shot fluctuations; removes the mean spectrum which dominates AtA and makes it ill-conditioned\n", + "\n", + "Choose which emission detector to use as `B` below." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "e03916c7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "A (incident fluctuations): (2843, 191)\n", + "B (emission fluctuations): (2843, 300)\n" + ] + } + ], + "source": [ + "# --- User settings ---\n", + "XRT_PIXEL_START = 301 # active XRT range (from inspection above)\n", + "XRT_PIXEL_END = 1833\n", + "XRT_BIN = 8 # bin factor: 2048 → ~191 bins\n", + "\n", + "# Choose emission detector: epix_spec or epix_seer\n", + "B_raw = epix_spec # swap to epix_seer to use SEER spectrometer\n", + "#B_raw = epix_seer\n", + "# ---------------------\n", + "\n", + "# Crop and bin XRT\n", + "A_crop = xrt_raw[:, XRT_PIXEL_START:XRT_PIXEL_END]\n", + "n_bins = (A_crop.shape[1] // XRT_BIN)\n", + "A_binned = A_crop[:, :n_bins*XRT_BIN].reshape(A_crop.shape[0], n_bins, XRT_BIN).sum(axis=2)\n", + "\n", + "# Mean-subtract to isolate shot-to-shot fluctuations\n", + "A = A_binned - A_binned.mean(axis=0)\n", + "B = B_raw - B_raw.mean(axis=0)\n", + "\n", + "print(f'A (incident fluctuations): {A.shape}')\n", + "print(f'B (emission fluctuations): {B.shape}')" + ] + }, + { + "cell_type": "markdown", + "id": "3ee37c0d", + "metadata": {}, + "source": [ + "## 4. Contract: eliminate the shot dimension" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "21a70ec0-0f1d-4fca-bb16-eacdfd7b32f9", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cb76b106-5cca-4804-ae63-2ce7f4113460", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "a08bc149", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "AtA: (191, 191) (condition number: 7.06e+08)\n", + "AtB: (191, 300) max signal: 3.27e+12\n" + ] + } + ], + "source": [ + "AtA = A.T @ A # (N_incident_bins, N_incident_bins)\n", + "AtB = A.T @ B # (N_incident_bins, N_emission_px)\n", + "TrBtB = float(np.sum(B**2))\n", + "\n", + "print(f'AtA: {AtA.shape} (condition number: {np.linalg.cond(AtA):.2e})')\n", + "print(f'AtB: {AtB.shape} max signal: {AtB.max():.2e}')" + ] + }, + { + "cell_type": "markdown", + "id": "b9f339a1", + "metadata": {}, + "source": [ + "## 5. Run spook\n", + "\n", + "Two solvers available:\n", + "- **`SpookLinSolve`** — fast, L2 regularization, no positivity constraint. Good for first look and hyperparameter exploration.\n", + "- **`SpookPosL1`** — physically correct (non-negative + sparse), uses OSQP. Slow but proper. Needs binned XRT (≤ ~256 bins) to fit in memory.\n", + "\n", + "Tune `lsparse` and `lsmooth` to balance resolution vs noise." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "a01138b5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "L2 RIXS map: (191, 300) max=7.127e-06\n" + ] + } + ], + "source": [ + "# --- Fast L2 solve (good starting point) ---\n", + "spk = SpookLinSolve(AtB, AtA, mode='contracted', lsmooth=(1e-3, 1e-3))\n", + "#spk = SpookPosL1(AtB, AtA, mode='contracted', lsmooth=(1e-3, 1e-3))\n", + "spk.set_btb(TrBtB)\n", + "X_l2 = spk.getXopt()\n", + "print(f'L2 RIXS map: {X_l2.shape} max={X_l2.max():.3e}')" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "b2330b4a", + "metadata": {}, + "outputs": [], + "source": [ + "# --- L1 + positivity (SpookPosL1) — set bin factor ≥ 8 to fit in memory ---\n", + "# spk_pos = SpookPosL1(AtB, AtA, mode='contracted', lsparse=1.0, lsmooth=(0.1, 0.1))\n", + "# spk_pos.set_btb(TrBtB)\n", + "# X_pos = spk_pos.getXopt()\n", + "# print(f'L1-pos RIXS map: {X_pos.shape}')" + ] + }, + { + "cell_type": "markdown", + "id": "47a75a0b", + "metadata": {}, + "source": [ + "## 6. Plot RIXS map" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "8a65fcd2", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "X = X_l2 # swap to X_pos once SpookPosL1 runs\n", + "\n", + "fig, axes = plt.subplots(1, 2, figsize=(14, 5))\n", + "\n", + "# Full map\n", + "im = axes[0].imshow(X.T, aspect='auto', origin='lower',\n", + " extent=[XRT_PIXEL_START, XRT_PIXEL_END, 0, B.shape[1]],\n", + " cmap='RdBu_r', vmin=-np.percentile(np.abs(X), 99), vmax=np.percentile(np.abs(X), 99))\n", + "plt.colorbar(im, ax=axes[0])\n", + "axes[0].set_xlabel('XRT pixel (incident energy →)')\n", + "axes[0].set_ylabel('Emission pixel')\n", + "axes[0].set_title('RIXS map X (full)')\n", + "\n", + "# Diagonal / elastic line projection\n", + "diag_proj = X.sum(axis=1)\n", + "axes[1].plot(np.linspace(XRT_PIXEL_START, XRT_PIXEL_END, len(diag_proj)), diag_proj)\n", + "axes[1].set_xlabel('XRT pixel')\n", + "axes[1].set_ylabel('Summed emission weight')\n", + "axes[1].set_title('Incident-energy projection of RIXS map')\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "064df33e", + "metadata": {}, + "source": [ + "## Notes for Fe foil RIXS\n", + "\n", + "- If `X` is near-zero, the ROI (rows 10–40 / 50–90) may not be capturing the Fe Kβ emission (~7058 eV). Run the `mfx101609126_seer_vs_xrt.ipynb` first to find where the signal actually sits in Y, then update the YAML `rois:` and rerun the pipeline.\n", + "- Try swapping `B_raw = epix_seer` — the SEER spectrometer may have better energy resolution for Kβ RIXS.\n", + "- If CoM–CoM correlation between XRT and emission is < 0.1, the stochastic deconvolution will return a flat/noisy map regardless of regularization. Verify the beam was on sample during run 79.\n", + "- Hyperparameter sweep: re-solve cheaply with cached AtA/AtB — `spk.getXopt(lsmooth=(x, y))` doesn't recontract." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.20" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/mfx101609126_static_rixs.yaml b/examples/mfx101609126_static_rixs.yaml new file mode 100644 index 0000000..acadeda --- /dev/null +++ b/examples/mfx101609126_static_rixs.yaml @@ -0,0 +1,85 @@ +# Static RIXS plane for mfx101609126 +# Run 97: DCCM energy scan with 2D epix images (emission spectra) +# Incident energy from DCCM, emission energy from vonHamos spectrometer +# +# Workflow: +# 1. union_shots — keep only xray shots +# 2. filter_detector_adu — zero pixels below ADU threshold +# 3. make_ccm_axis — define incident energy bins from DCCM readback +# 4. ccm_binning — digitize shots into incident energy bins +# 5. reduce_detector_ccm (ipm) — sum IPM per energy bin → normalization denominator +# 6. reduce_detector_ccm (epix) — sum 2D images at each incident energy point +# 7. reduce_detector_shots — total sum of all xray frames → 2D diagnostic image +# 8. reduce_detector_spatial — ROI + sum cross-dispersion → 1D per energy +# +# Result: 2D RIXS plane (incident energy x emission pixels) + +experiment: + hutch: mfx + experiment_id: mfx101609126 + lcls_run: 24 + +data: + runs: [97] + keys: + MfxDg2BmMon/totalIntensityJoules: ipm + lightStatus/xray: xray + epicsUser/dccm_E_setpoint: ccm + detector_keys: + epix100_0/ROI_area: + name: epix + transpose: false + +pipeline: + # 1. Filter to xray-only shots + - step: union_shots + on: epix + filter_keys: [xray, xray] + new_key: epix + + # 2. ADU threshold (remove pixels below 2 keV) + - step: filter_detector_adu + on: epix + adu_threshold: 2.0 + + # 3. Define incident energy axis from DCCM setpoints + - step: make_ccm_axis + energies: auto + ccm_key: ccm + resolution: 0.00025 + + # 4. Digitize shots into DCCM energy bins + - step: ccm_binning + ccm_key: ccm + ccm_bins_key: ccm_bins + + # 5. Sum IPM per incident energy bin → (n_energy,) normalization denominator + - step: reduce_detector_ccm + on: ipm + ccm_bin_key: ccm_bin_indices + average: false + + # 6. Sum 2D images at each incident energy → (n_energy x 60 x 300) + # (detector is already ROI-cropped to 60 rows x 300 cols in smalldata) + - step: reduce_detector_ccm + on: epix + ccm_bin_key: ccm_bin_indices + average: false + + # 7. Total sum of all ADU-filtered xray frames → (60 x 300) diagnostic image + # Used to inspect signal distribution before choosing the spatial ROI. + - step: reduce_detector_shots + on: epix + reduction: sum + purge: true + + # 8. Sum cross-dispersion axis (all 60 rows) → (n_energy x 300) RIXS plane + - step: reduce_detector_spatial + on: epix_energy_binned + rois: [[0, 60]] + combine_rois: true + reduction: sum + +output: + format: hdf5 + path: ./results/mfx101609126_static_rixs/ diff --git a/examples/regenerate_droplet_pershot.py b/examples/regenerate_droplet_pershot.py new file mode 100644 index 0000000..1b8b1ad --- /dev/null +++ b/examples/regenerate_droplet_pershot.py @@ -0,0 +1,48 @@ +"""Regenerate results/mfx101609126_droplet_pershot_xes/run.h5 for every run. + +Runs the droplet per-shot XES pipeline (mfx101609126_droplet_pershot_xes.yaml) +over all runs listed in the YAML (78-82) and writes one HDF5 per run containing +the xray-on-filtered per-shot spectra used for stochastic RIXS: + + xrt_hproj (N_xray, 2048) incident XRT spectrum + epix_seer_ROI_1 (N_xray, 620) SEER spectrometer (epix100_1) + epix_spec_ROI_1 (N_xray, 300) emission (epix100_0) + ipm (N_xray,) beam intensity monitor + +union_shots inside the pipeline already restricts every array to xray-on shots, +so each per-run file contains only xray shots and the shot axis is aligned +across all four arrays. +""" + +import os +import sys + +sys.path.insert(0, "..") + +import h5py +import numpy as np + +from XSpect.controller.pipeline import Pipeline + +YAML = "mfx101609126_droplet_pershot_xes.yaml" + +# Arrays we persist per run (per-shot, xray-filtered). +SAVE_KEYS = ("xrt_hproj", "epix_seer_ROI_1", "epix_spec_ROI_1", "ipm") + +pipeline = Pipeline.from_yaml(YAML) +pipeline.run(cores=1, batch_size=100000) + +out_dir = pipeline.config.output.path +os.makedirs(out_dir, exist_ok=True) + +for run in pipeline.analyzed_runs: + out_file = os.path.join(out_dir, f"run{run.run_number:04d}.h5") + with h5py.File(out_file, "w") as f: + for key in SAVE_KEYS: + value = getattr(run, key, None) + if isinstance(value, np.ndarray): + f.create_dataset(key, data=value) + print(f" run {run.run_number}: saved {key} {value.shape}") + print(f"Output written to: {out_file}\n") + +print("All runs complete.") diff --git a/examples/regenerate_run0079.py b/examples/regenerate_run0079.py new file mode 100644 index 0000000..403b53f --- /dev/null +++ b/examples/regenerate_run0079.py @@ -0,0 +1,34 @@ +"""Regenerate results/mfx101609126_pershot_xes/run0079.h5 from the YAML pipeline. + +Mirrors the run cell in mfx101609126_pixel_patch_diagnostic.ipynb: + 1. Run Pipeline.from_yaml('mfx101609126_pershot_xes.yaml') + 2. Save every ndarray in pipeline.results to run.h5 +""" + +import os +import sys + +sys.path.insert(0, "..") + +import h5py +import numpy as np + +from XSpect.controller.pipeline import Pipeline + +YAML = "mfx101609126_pershot_xes.yaml" + +pipeline = Pipeline.from_yaml(YAML) +pipeline.run(cores=1, batch_size=100000) + +out_dir = pipeline.config.output.path +os.makedirs(out_dir, exist_ok=True) +run_num = pipeline.config.data.runs[0] +out_file = os.path.join(out_dir, f"run{run_num:04d}.h5") + +with h5py.File(out_file, "w") as f: + for key, value in pipeline.results.items(): + if isinstance(value, np.ndarray): + f.create_dataset(key, data=value) + print(f" saved: {key} {value.shape}") + +print(f"\nOutput written to: {out_file}") diff --git a/examples/seer_full_detector_run78.png b/examples/seer_full_detector_run78.png new file mode 100644 index 0000000..1799944 Binary files /dev/null and b/examples/seer_full_detector_run78.png differ diff --git a/examples/xcs101591326_2d_xas.yaml b/examples/xcs101591326_2d_xas.yaml new file mode 100644 index 0000000..3d481c5 --- /dev/null +++ b/examples/xcs101591326_2d_xas.yaml @@ -0,0 +1,114 @@ +# 2D XAS: DCCM energy × time delay for xcs101591326 +# Runs 187-216: simultaneous DCCM energy scan + pump-probe time axis +# Produces transient absorption map: Δμ(E, t) = μ_on(E,t) − μ_off_pre-t0(E) +# +# Axes: +# Energy: auto from dccm_E_setpoint (~0.25 eV resolution) +# Time: enc/lasDelay, -2 to 8 ps, 0.5 ps bins (21 points) +# +# Output arrays per run (shape: n_time × n_energy): +# epix_simultaneous_laser_time_energy_binned +# ipm_simultaneous_laser_time_energy_binned +# epix_xray_not_laser_time_energy_binned +# ipm_xray_not_laser_time_energy_binned + +experiment: + hutch: xcs + experiment_id: xcs101591326 + lcls_run: 26 + +data: + runs: ["187-216"] + keys: + ipm4/sum: ipm + epix_2/ROI_sum: epix + epicsUser/dccm_E_setpoint: ccm + enc/lasDelay: encoder + tt/ttCorr: time_tool_correction + lightStatus/xray: xray + evr/code_41: laser + detector_keys: {} + +pipeline: + # 1. Filter shots on upstream I0 intensity + - step: filter_shots + on: simultaneous + filter_key: ipm + threshold: 50 + + # 2. CCM energy axis (auto-derived from setpoints, 0.25 eV resolution) + - step: make_ccm_axis + energies: auto + ccm_key: ccm + resolution: 0.00025 + + # 3. Digitize shots into CCM energy bins + - step: ccm_binning + ccm_key: ccm + ccm_bins_key: ccm_bins + + # 4. Time binning: -2 to 8 ps, 0.5 ps bins (21 points via linspace) + - step: time_binning + bins: [-2, 8, 21] + lxt_key: null + fast_delay_key: encoder + tt_correction_key: time_tool_correction + + # 5. Split by laser status — create filtered index arrays for both dimensions + - step: union_shots + on: epix + filter_keys: [simultaneous, laser] + + - step: separate_shots + on: epix + filter_keys: [xray, laser] + + - step: union_shots + on: ipm + filter_keys: [simultaneous, laser] + + - step: separate_shots + on: ipm + filter_keys: [xray, laser] + + - step: union_shots + on: ccm_bin_indices + filter_keys: [simultaneous, laser] + + - step: separate_shots + on: ccm_bin_indices + filter_keys: [xray, laser] + + - step: union_shots + on: timing_bin_indices + filter_keys: [simultaneous, laser] + + - step: separate_shots + on: timing_bin_indices + filter_keys: [xray, laser] + + # 6. 2D binning (time × energy) — laser-on + - step: reduce_detector_ccm_temporal + on: epix_simultaneous_laser + timing_bin_key: timing_bin_indices_simultaneous_laser + ccm_bin_key: ccm_bin_indices_simultaneous_laser + + - step: reduce_detector_ccm_temporal + on: ipm_simultaneous_laser + timing_bin_key: timing_bin_indices_simultaneous_laser + ccm_bin_key: ccm_bin_indices_simultaneous_laser + + # 7. 2D binning (time × energy) — laser-off reference + - step: reduce_detector_ccm_temporal + on: epix_xray_not_laser + timing_bin_key: timing_bin_indices_xray_not_laser + ccm_bin_key: ccm_bin_indices_xray_not_laser + + - step: reduce_detector_ccm_temporal + on: ipm_xray_not_laser + timing_bin_key: timing_bin_indices_xray_not_laser + ccm_bin_key: ccm_bin_indices_xray_not_laser + +output: + format: hdf5 + path: ./results/xcs101591326_2d_xas/ diff --git a/examples/xcs101591326_temporal_xas.yaml b/examples/xcs101591326_temporal_xas.yaml new file mode 100644 index 0000000..1567cdb --- /dev/null +++ b/examples/xcs101591326_temporal_xas.yaml @@ -0,0 +1,94 @@ +# Temporal XAS analysis for xcs101591326 +# Run 101: lxt_fast time-delay scan at fixed DCCM energy (7126.5 eV) +# Fluorescence-detected XAS using ipm5 (I0) and epix_2/ROI_sum (If) +# +# Workflow: +# 1. filter_shots — remove low-intensity shots (bad I0) +# 2. time_binning — bin shots by enc/lasDelay (1 ps bins, -40 to 100 ps) +# 3. union/separate_shots — split by laser status (pumped vs unpumped) +# 4. reduce_detector_temporal — bin I0 and If along time axis +# +# enc/lasDelay is in picoseconds. +# XAS signal: mu ∝ If/I0 (fluorescence yield) vs time delay. + +experiment: + hutch: xcs + experiment_id: xcs101591326 + lcls_run: 26 + +data: + runs: [339,340,341,342,343,344,347] + keys: + ipm5/sum: ipm + epix_2/ROI_sum: epix + enc/lasDelay: encoder + lightStatus/xray: xray + evr/code_41: laser + detector_keys: {} + +pipeline: + # 1. Filter shots on upstream I0 intensity + - step: filter_shots + on: simultaneous + filter_key: ipm + threshold: 500 + + # 2. Time binning from lxt_fast (enc/lasDelay in ps) — 1 ps bins + - step: time_binning + bins: [-10, 25, 35] + lxt_key: null + fast_delay_key: encoder + tt_correction_key: null + + # 3. Split shot masks by laser status + - step: union_shots + on: ipm + filter_keys: [simultaneous, laser] + + - step: separate_shots + on: ipm + filter_keys: [xray, laser] + + - step: union_shots + on: epix + filter_keys: [simultaneous, laser] + + - step: separate_shots + on: epix + filter_keys: [xray, laser] + + - step: union_shots + on: timing_bin_indices + filter_keys: [simultaneous, laser] + + - step: separate_shots + on: timing_bin_indices + filter_keys: [xray, laser] + + # 4. Bin I0 (ipm) along time axis — laser-on and laser-off + - step: reduce_detector_temporal + on: ipm_simultaneous_laser + timing_bin_key: timing_bin_indices_simultaneous_laser + + - step: reduce_detector_temporal + on: ipm_xray_not_laser + timing_bin_key: timing_bin_indices_xray_not_laser + + # 5. Bin If (fluorescence) along time axis — laser-on and laser-off + - step: reduce_detector_temporal + on: epix_simultaneous_laser + timing_bin_key: timing_bin_indices_simultaneous_laser + + - step: reduce_detector_temporal + on: epix_xray_not_laser + timing_bin_key: timing_bin_indices_xray_not_laser + +reduction: + - step: combine_runs + detector_key: epix + - step: combine_runs + detector_key: ipm + +output: + format: hdf5 + path: ./results/xcs101591326_temporal_xas/ diff --git a/examples/xcs101591326_temporal_xas_analysis.ipynb b/examples/xcs101591326_temporal_xas_analysis.ipynb new file mode 100644 index 0000000..44bc5dc --- /dev/null +++ b/examples/xcs101591326_temporal_xas_analysis.ipynb @@ -0,0 +1,503 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "a0", + "metadata": {}, + "source": [ + "# Temporal XAS Analysis: xcs101591326\n", + "\n", + "Fluorescence-detected XAS with time-delay binning (lxt_fast via enc/lasDelay). \n", + "Run 91: 1 ps bins from -40 to 100 ps at fixed DCCM energy 7126.5 eV. \n", + "Signal: mu = If/I0 (epix_2/ROI_sum / ipm5/sum) vs time delay." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "a1", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import os\n", + "os.chdir(os.path.dirname(os.path.abspath('__file__')) + '/..')\n", + "from XSpect.controller.pipeline import Pipeline\n", + "\n", + "%matplotlib inline\n", + "plt.rcParams['figure.figsize'] = (10, 6)\n", + "plt.rcParams['figure.dpi'] = 100" + ] + }, + { + "cell_type": "markdown", + "id": "b0", + "metadata": {}, + "source": [ + "## 1. Run the Pipeline" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "b1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Analyzed 7 run(s)\n", + "Result keys: ['delays', 'difference', 'encoder', 'epix', 'epix_simultaneous_laser', 'epix_simultaneous_laser_bincount', 'epix_simultaneous_laser_time_binned', 'epix_xray_not_laser', 'epix_xray_not_laser_bincount', 'epix_xray_not_laser_time_binned', 'ipm', 'ipm_simultaneous_laser', 'ipm_simultaneous_laser_bincount', 'ipm_simultaneous_laser_time_binned', 'ipm_xray_not_laser', 'ipm_xray_not_laser_bincount', 'ipm_xray_not_laser_time_binned', 'laser_off_average', 'laser_off_count', 'laser_off_summed', 'laser_on_average', 'laser_on_count', 'laser_on_summed', 'time_bins', 'time_bins_centered', 'timing_bin_indices', 'timing_bin_indices_simultaneous_laser', 'timing_bin_indices_xray_not_laser']\n" + ] + } + ], + "source": [ + "pipeline = Pipeline.from_yaml(\"examples/xcs101591326_temporal_xas.yaml\")\n", + "pipeline.run(cores=4, batch_size=2000)\n", + "\n", + "print(f\"Analyzed {len(pipeline.analyzed_runs)} run(s)\")\n", + "print(f\"Result keys: {sorted(pipeline.results.keys())}\")" + ] + }, + { + "cell_type": "markdown", + "id": "c0", + "metadata": {}, + "source": [ + "## 2. Extract Results\n", + "\n", + "The pipeline produces time-binned I0 (ipm) and If (epix) for laser-on and laser-off shots. \n", + "The `combine_runs` reduction computes averages and the normalized difference." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "c1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Time bins: 35 points, range [-10.0, 25.0] ps\n" + ] + } + ], + "source": [ + "results = pipeline.results\n", + "run = pipeline.analyzed_runs[0]\n", + "\n", + "# Time axis\n", + "time_bins = getattr(run, 'time_bins', None)\n", + "if time_bins is None:\n", + " time_bins = np.linspace(-10, 25, 35)\n", + " print(\"Warning: time_bins not found on run, using nominal values\")\n", + "\n", + "print(f\"Time bins: {len(time_bins)} points, range [{time_bins[0]:.1f}, {time_bins[-1]:.1f}] ps\")" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "c2", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "IPM laser-on shape: (35,)\n", + "IPM laser-off shape: (35,)\n", + "Epix laser-on shape: (35,)\n", + "Epix laser-off shape: (35,)\n" + ] + } + ], + "source": [ + "# Per-run time-binned data (from run attributes)\n", + "ipm_on = getattr(run, 'ipm_simultaneous_laser_time_binned', None)\n", + "ipm_off = getattr(run, 'ipm_xray_not_laser_time_binned', None)\n", + "epix_on = getattr(run, 'epix_simultaneous_laser_time_binned', None)\n", + "epix_off = getattr(run, 'epix_xray_not_laser_time_binned', None)\n", + "\n", + "ipm_on_count = getattr(run, 'ipm_simultaneous_laser_bincount', None)\n", + "ipm_off_count = getattr(run, 'ipm_xray_not_laser_bincount', None)\n", + "\n", + "print(f\"IPM laser-on shape: {ipm_on.shape if ipm_on is not None else 'N/A'}\")\n", + "print(f\"IPM laser-off shape: {ipm_off.shape if ipm_off is not None else 'N/A'}\")\n", + "print(f\"Epix laser-on shape: {epix_on.shape if epix_on is not None else 'N/A'}\")\n", + "print(f\"Epix laser-off shape: {epix_off.shape if epix_off is not None else 'N/A'}\")" + ] + }, + { + "cell_type": "markdown", + "id": "d0", + "metadata": {}, + "source": [ + "## 3. Compute XAS Signal: mu = If / I0" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "d1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "mu_on range: [0.0009, 0.0011]\n", + "mu_off range: [0.0009, 0.0012]\n" + ] + } + ], + "source": [ + "# Compute average per time bin\n", + "def safe_average(summed, counts):\n", + " \"\"\"Compute average, masking bins with zero counts.\"\"\"\n", + " safe = np.where(counts > 0, counts, np.nan)\n", + " return summed / safe\n", + "\n", + "# Average I0 and If per time bin\n", + "avg_ipm_on = safe_average(ipm_on, ipm_on_count)\n", + "avg_ipm_off = safe_average(ipm_off, ipm_off_count)\n", + "avg_epix_on = safe_average(epix_on, ipm_on_count)\n", + "avg_epix_off = safe_average(epix_off, ipm_off_count)\n", + "\n", + "# XAS signal: mu = If/I0\n", + "mu_on = avg_epix_on / avg_ipm_on\n", + "mu_off = avg_epix_off / avg_ipm_off\n", + "\n", + "print(f\"mu_on range: [{np.nanmin(mu_on):.4f}, {np.nanmax(mu_on):.4f}]\")\n", + "print(f\"mu_off range: [{np.nanmin(mu_off):.4f}, {np.nanmax(mu_off):.4f}]\")" + ] + }, + { + "cell_type": "markdown", + "id": "e0", + "metadata": {}, + "source": [ + "## 4. Plot XAS Transient: Laser-On vs Laser-Off" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "e1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(2, 2, figsize=(12, 8))\n", + "\n", + "# Top left: Raw I0 (ipm) vs time\n", + "ax = axes[0, 0]\n", + "ax.plot(time_bins, avg_ipm_on, 'r.-', label='Laser ON')\n", + "ax.plot(time_bins, avg_ipm_off, 'b.-', label='Laser OFF')\n", + "ax.set_xlabel('Time delay (ps)')\n", + "ax.set_ylabel('I0 (ipm5/sum)')\n", + "ax.set_title('Average I0 vs Time Delay')\n", + "ax.legend()\n", + "ax.grid(True, alpha=0.3)\n", + "\n", + "# Top right: Raw If (epix) vs time\n", + "ax = axes[0, 1]\n", + "ax.plot(time_bins, avg_epix_on, 'r.-', label='Laser ON')\n", + "ax.plot(time_bins, avg_epix_off, 'b.-', label='Laser OFF')\n", + "ax.set_xlabel('Time delay (ps)')\n", + "ax.set_ylabel('If (epix_2/ROI_sum)')\n", + "ax.set_title('Average If vs Time Delay')\n", + "ax.legend()\n", + "ax.grid(True, alpha=0.3)\n", + "\n", + "# Bottom left: mu = If/I0 vs time\n", + "ax = axes[1, 0]\n", + "ax.plot(time_bins, mu_on, 'r.-', label='Laser ON')\n", + "ax.plot(time_bins, mu_off, 'b.-', label='Laser OFF')\n", + "ax.set_xlabel('Time delay (ps)')\n", + "ax.set_ylabel(r'$\\mu$ = If/I0')\n", + "ax.set_title('XAS Signal vs Time Delay')\n", + "ax.legend()\n", + "ax.grid(True, alpha=0.3)\n", + "\n", + "# Bottom right: Normalized difference\n", + "ax = axes[1, 1]\n", + "delta_mu = (mu_on - mu_off) / mu_off\n", + "ax.plot(time_bins, delta_mu, 'k.-', linewidth=1.5)\n", + "ax.axhline(0, color='gray', linestyle='--', alpha=0.5)\n", + "ax.axvline(0, color='gray', linestyle=':', alpha=0.5)\n", + "ax.set_xlabel('Time delay (ps)')\n", + "ax.set_ylabel(r'$\\Delta\\mu / \\mu_\\mathrm{off}$')\n", + "ax.set_title('Transient XAS: Normalized Difference')\n", + "ax.grid(True, alpha=0.3)\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "f0", + "metadata": {}, + "source": [ + "## 5. Shot Statistics" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "f1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Total laser-on shots: 6859\n", + "Total laser-off shots: 5145\n" + ] + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(10, 4))\n", + "\n", + "width = (time_bins[1] - time_bins[0]) * 0.35 if len(time_bins) > 1 else 1.0\n", + "ax.bar(time_bins - width/2, ipm_on_count, width=width, alpha=0.7, label='Laser ON', color='red')\n", + "ax.bar(time_bins + width/2, ipm_off_count, width=width, alpha=0.7, label='Laser OFF', color='blue')\n", + "ax.set_xlabel('Time delay (ps)')\n", + "ax.set_ylabel('Shot count')\n", + "ax.set_title('Shots per Time Bin')\n", + "ax.legend()\n", + "ax.grid(True, alpha=0.3)\n", + "\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "print(f\"Total laser-on shots: {int(np.nansum(ipm_on_count))}\")\n", + "print(f\"Total laser-off shots: {int(np.nansum(ipm_off_count))}\")" + ] + }, + { + "cell_type": "markdown", + "id": "g0", + "metadata": {}, + "source": [ + "## 6. Reduction Results (combine_runs)\n", + "\n", + "If multiple runs were combined, the reduction step provides summed/averaged results." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "g1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Reduction result keys: ['delays', 'difference', 'encoder', 'epix', 'epix_simultaneous_laser', 'epix_simultaneous_laser_bincount', 'epix_simultaneous_laser_time_binned', 'epix_xray_not_laser', 'epix_xray_not_laser_bincount', 'epix_xray_not_laser_time_binned', 'ipm', 'ipm_simultaneous_laser', 'ipm_simultaneous_laser_bincount', 'ipm_simultaneous_laser_time_binned', 'ipm_xray_not_laser', 'ipm_xray_not_laser_bincount', 'ipm_xray_not_laser_time_binned', 'laser_off_average', 'laser_off_count', 'laser_off_summed', 'laser_on_average', 'laser_on_count', 'laser_on_summed', 'time_bins', 'time_bins_centered', 'timing_bin_indices', 'timing_bin_indices_simultaneous_laser', 'timing_bin_indices_xray_not_laser']\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Check reduction results\n", + "reduction_keys = [k for k in results.keys() if not k.startswith('run_')]\n", + "print(f\"Reduction result keys: {sorted(reduction_keys)}\")\n", + "\n", + "if 'difference' in results and results['difference'] is not None:\n", + " fig, ax = plt.subplots(figsize=(10, 5))\n", + " diff = results['difference']\n", + " ax.plot(time_bins, diff, 'k.-', linewidth=1.5)\n", + " ax.axhline(0, color='gray', linestyle='--', alpha=0.5)\n", + " ax.axvline(0, color='gray', linestyle=':', alpha=0.5)\n", + " ax.set_xlabel('Time delay (ps)')\n", + " ax.set_ylabel(r'$(\\mathrm{ON} - \\mathrm{OFF}) / \\mathrm{OFF}$')\n", + " ax.set_title('Combined Runs: Transient XAS Difference (from combine_runs reduction)')\n", + " ax.grid(True, alpha=0.3)\n", + " plt.tight_layout()\n", + " plt.show()\n", + "else:\n", + " print(\"No combined difference result (single run or reduction not applicable).\")" + ] + }, + { + "cell_type": "markdown", + "id": "h0", + "metadata": {}, + "source": [ + "## 7. Transient XAS Kinetics (selected time ranges)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "h1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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IkSqavZwQQgghhBBCCJERSroJIYQQQgghhBAZoaSbEEIIIYQQQgiREUq6CSGEEEIIIYQQGaGkmxBCCCGEEEIIkRFKugkhhBBCCCGEEBmhdbqljGVZPH78GIaGhmAYhu9wCCGEEEIIIYTIAMdxePr0KZo1awaBoP72bEq6pezx48dwcHDgOwxCCCGEEEIIIXLw4MED2Nvb1/s8Jd1SZmhoCKDygzcyMuI5mrqVl7NITc2CmZnlK+/IEOXAcSxyciqPJ8PQ8VRmHMehtLgIuY8eoLmzFbS0hHyHRN4Qy3HIysmBpZkZBNT7SSXQMVUtdDxVCx1P1cKybOXxdHKCQFOT73DqVFBQAAcHB0kOWB9KuqWsqku5kZGRQifdBgYlMDY2goYGJWnKjmVZsGwJTEyM6CaKkhOLxbiQcBXFeXlo49McOnrafIdE3hDLsihhWRiZmND5qSLomKoWOp6qhY6namErKlBSVgYjIyOFTbqrvG5YMf02EkKIAmEYhuaDIIQQQghRIdTSTQghCkIoFKKjXxdkpSRDKKSu5YQQQgghqoBaugkhhBBCCCGEEBmhlm5CCCGEEELUEMtxKCsv5zsMqWFZFuViMUrKymhMtwpgKyoqj2dJCQRiMS8xaGpqSqX3ISXdhBCiIFiWRXLKXeQ/yYCToznf4RBCCFFhZeXlSM7IAMtxfIciNRwq/5Y+LS0FzY6i/DgArFiMpw8e8DrfjYmJCWxsbN4oBkq6CSFEQXAchyeZj1GcnwdOhb4EEUIIUSwcxyE9JwdCTU042NioTKswx3GoYFloCAQ0KakK4DgOFWIxNDQ1wfDwO8pxHIqLi5GZmQkAsLW1bXJdlHQTQoiCYBgG9nZOyBNq0ZcFQgghMlMhFqO4tBTNmjWDnp4e3+FIjSRJEwrp76gK4DgOFRUV0NDS4iXpBgBdXV0AQGZmJqysrJrc1ZySbkIIURACgQD2dk7QLmdVptWBEEKI4hGzLABAS8HXPiZEEVTdmCovL29y0k3f6gghhBBCCFFD1BpMyOtJ4zyhpJsQQhREVTcqsVhMY7oJIYQQQlQEJd2EEKIgWJbF1WvnkXgvEezzrn+EEEKIvLAsIBbL70ed/tTdvn0bNnZ2ePr06RvXtf/AAbTw8IBQSwszZs2SQnT8KS0thaOLC6Kjo/kORaYo6SaEEEIIIUTNsSzw9CmQmyu/n6dPG5d4jx0/HoyGBhgNDWjq6MDVzQ1zPv8cRUVFUv88xo4fjyHDhtXanpubi1FjxsDYzAzGZmYYNWYM8vLyXlvfwq++wscffQRDQ8M3jm3KRx/hnWHD8CAlBd8sXvzG9fFJW1sbc2bNwhfz5/MdikxR0k0IIQpCIBDAv0NneLt500RqhBBC5IrjgPJyQCAANDRk/yMQVO6vsaOp+vbpg/SHD3E/KQnfLlmC9b/9hjlz59ZZtry8XAqfTE0jQ0IQExuLY4cP49jhw4iJjcWoMWNe+ZqHDx8i9OBBjBs7tt4yYrG4Qb3cCgsLkZmZiT69e6NZs2ZNTuLLysqa9DpZ+HDkSJw9dw43b97kOxSZoW91hDwXGroXQUFtYGmpi6CgNggN3ct3SETNMAwDgUAAAUPrixJCCOGHQAAIhbL/aeq9ZW1tbdjY2MDBwQEjP/gAH44cif0HDgAAvl6yBB38/bFl61a4urlBW08PHMchPz8fk6dOhZWtLYxMTdHj7bcRGxtb7z6+XrwYf2zfjgOhoZKW9fDwcNy8eRPHjh/Hpg0bEBgYiMDAQPz+2284dPgwbt++XW99u//9F23atIG9vb1k27Y//oCJuTkOHTqElj4+0NbTQ2pqKsrKyjD3iy9g5+gIfSMjdAwMRHh4OAAgPDwchiYmAIAevXpJ4gKA8+fPo2v37tA1MICDszM+mzGjRg8A5+bN8e3SpRg7fjyMzcwwacqUBr9u2fLlGD9xIgxNTODo4oKNv/9e4/09fPgQ748cCTNLS+gbGaFDx464dOmS5PmDBw+ivb8/dPT14ermhsVLlqCiokLyvLm5OYICA/H3P//U+xkqO0q6CUFlwh0SMhwJCXEoLS1BQkIcQkKGU+JNCCGEEKLAdHV1a7Ro37t3D//+9x/27N6NmOfjhAcMGoSMjAwcOXgQ0Zcvo52vL3r27o2cnJw665wzezZGvPuupFU9/eFDBAUF4cLFizA2NkbHjh0lZQMCAmBsbIzzFy7UG2Pk2bPo0L59re3FxcVY/t132LRhAxJu3ICVlRXGTZiAqPPn8c/Onbhx/Trefecd9B0wAElJSQgKCsLtxEQAwJ5//5XEFRcXhz79+2PY0KG4cf06dv31F85FReGTzz6rsb+VP/6IVt7eiL58GV8tXNjg1/24ejU6tG+P61evYtrUqfjo449x69YtAJUt79169MDjx48Rum8fYq9dw9w5cySt9sePH0fImDH47JNPkBgXhw3r12Pb9u1YumxZjX34+/nh7Llz9X6Gyo7W6SYEwIoVi8EwjGTGaI7jwDAMVqxYguDg2uN5CJEFlmWRmnYf+VkZcHI05zscQgghRKFdvnwZf/39N3r26CHZVlZWhu3btsHKygoAcPr0acTFxyMzPR3a2toAgB9WrsT+0FD8t2cPJk+aVKteAwMD6OrqorS0FDY2NpLtGRkZknqrs7KyQkZGRr1xpqSmon27drW2l5eXY/26dWjTpg2AyhsGf//zDx6mpqJZs2YAKm8AHDt+HFu3bcOypUsl+zczNZXEtvLHHzHygw8wY/p0AICbmxt+Wr0a3Xr0wK+//AIdHR0AQI+33sKc2bMl+x89dmyDXte/Xz9M++gjAMAXc+di9dq1CI+IgKenJ/76+29kZWXhysWLMDMzAwC0aNFCso+ly5dj3ty5GDN6NADA1dUV3yxejLnz5mHR//4nKWdnZ4eU//6r9zNUdpR0EwIgKelOrSWaOI5DUlL9XYUIkTaO45Ce8RDFeXm0ZBghhBBSh0OHD8PA2BgVFRUoLy/H4OBg/Lx2reR5J0dHWFpaSh5HX7uGwsJCmL+ULD979gz37t1DWloaWvr4SLYvmDcPC14xqVddw7+qGmvq8+zZM0kCW52WlhZat24teXzt+nVwHAd3L68a5UpLS2FuXv/N+Ohr13D37l3s/OuvGjGxLIvk5GR4Pa/v5db2hr6udbXPh2EY2NjYIDMzEwAQExsL37ZtJQl3XbFduXoVS5cvl2wTi8UoKSlBcXEx9PT0AFT2WCguLq73PSo7SroJAeDm5o6EhLgaiQ7DMHB39+AxKqJuGIaBrY098hkNGtNNCCGE1OGt7t3x6y+/QFNTE82aNYOmpmaN5/X09Ws8ZlkWtra2CA8Lq1WXiYkJTExMJN3QAdSbPAKAjY0Nnjx5Umt7VlYWrK2t632dhbk5cnNza23X1dWt8feeZVkIhUJEX74MoVBYo6yBgUG99bMsiymTJ+OzTz6p9Zyjo6Pk//p1fDYNed3LnzHDMJLu47p13Ex4eR+LFy3CsKFDaz1X/UZETk5OjZslqoaSbkIAzJu3CCEhwyWPq7qaz5u3iMeoiLoRCARwcnRFFsvQ7OWEEEJIHfT19Wt0X36ddr6+yMjIgIaGBpydnessU1d9WlpaEIvFNbYFBgQgPz8fly9fhr+/PwDg0qVLyM/PR1BgYL0x+Pr6IrEBM3P7tm0LsViMzMxMdOnS5bXlq7Tz9UVCQkKjPpc3eV11rVu3xqYtW5CTk1PnDYt2vr64fefOa/cRn5AA37ZtmxyHoqNvdYQACA4ehh079sDUtPJiYWpqhp0792LQoNp35QghhBBCiHJ4++23ERgQgCHDh+P48eNISUnB+fPn8eVXX+Hq1av1vs7ZyQk34uJw+/ZtZGdno7y8HF5eXujbpw8mTZ2Kixcv4uLFi5g0dSoGDhgAD4/6e0f26dULFy5erJXEv8zd3R0fjhyJ0ePGYe++fUhOTsaVK1fw3fff48iRI/W+7ovPP8eFixfx8aefIiYmBklJSQg9eBCfPh+rLe3XVffB++/DxsYGQ4YNQ1RUFO7fv489e/fiwvOJ5f735ZfY/uef+HrxYiQkJODmzZvYtXs3vvzqqxr1nD13Dr179WrwfpUNJd2EPBccPAydO3cDALRv708JN5G7qnFULMfSmG5CCCG8YFlALJb9TwOWpJYKhmFw5NAhdO3SBeMnTYK7lxfe//BDpKSmvrJL+KSJE+Hh7o4OHTvC0sYGUVFRAICdf/4Jn1at0LtfP/Tu1w+tfXzw5x9/vDKG/v37Q1NTE6dOnXptvFs3b8bokBDM/vxzeLRsieChQ3Hp8mU4ODjU+5rWrVsj4vRpJCUloUv37vDt0AFfLVoE22qTwEnzddVpaWnhxNGjsLKyQv9Bg+DTti1WfP+9pHt8nz59cOjAAZw8dQp+AQEI6NQJq1avhpOTk6SOCxcuID8/H+8MH17fbpQew9E3O6kqKCiAsbEx8vPzYWRkxHc4dSovZ5GcnAlLSytoaNB9l+r69u2K8+fPws3NA9HRt/gOp0FYlkVOTibMzKyoS7KSE4vFuHA+HMV5eRjQsxt09LT5Dom8IZZlkZmTAyszMzo/VQQdU9WirsezpKwMyRkZcHF2loyrZVng6VOg2upbMqepCRgaNn3N7pdxHIcKsRgaQqHCzY2y/tdfcSA0FMePHuU7FIXz7nvvwbdt21oT2HEch4qKCmhoaYHh8fwsKSlBcnIyXFxcak2I19Dcj8Z0E1KNSJQNbW1tpKYmg2VZtfoDTAghhBD1JRBUJsDybI5jGOkl3Ipu8qRJyM3NxdOnT2FoaMh3OAqjtLQUbVq3xswZM/gORaYo6SakGpEoG23atMPlyxeQnv4Ydnb2fIdE1IhAIECHdkHITk2hGz6EEELkjv70yI6GhgYWLljAdxgKR1tbG18uXMh3GDJHpxYhz1V20xahffvK2ShTUu7zHBFRNwzDQENDA0IF7BZHCCGEEEKahpJuQp7Ly8sDy7Lw9e0AgJJuQgghhBBCyJujpJuQ50SibACAvb0DbG2bITmZkm4iXyzL4uGjVDwRPQErr2ldCSGEEEKITFHSTchzOTmVSbe5uQWcnV2ppZvIHcdxePgoFZmiTFoyjBBCCCFERdBEaoQ8V9XSXZV037uXxHNERN0wDANrq2bI5wQ0ppsQQgghREVQSzchz1Ul3aamZtTSTXghEAjg4twCdtZ2NHs5IYQQQoiKoG91hDwnEmXDxMQEmpqacHZ2RWbmExQVFfEdFiGEEEIIIUSJUdJNyHMiUTbMzCwAAC4urgCA1NRkPkMihBBCCJEflgXEYvn90KShAIDTp0/D09u7QZOobvvjD5iYm8shqprCw8PBaGggLy8PAHDo0CH4duhAE782ECXdhDwnEmXD3Lwy6XZ2rky6qYs5kSexWIxLV84iPikeYrGY73AIIYSoE5YFnj4FcnPl9/P0aaMS77Hjx4PR0ACjoQFNHR24urlhzuefS6VnYkpKChgNDcTExLy2bPcePTBj1qxa29PS0jBo8GDoGxnBwtoan82YgbKystfWN3f+fCycP79BQ8veGzECd27efG05WRs4cCAYhsFff//NdyhKgSZSI+S56km3tbUNdHR0aNkwInccx9HM5YQQQuSP44DyckAgqPyRNZat3F8j/+b17dMHWzdvRnl5Oc6eO4eJkyejqLgYv/7yi4wCbRixWIwBwcGwtLDAuYgIiEQijBk/HhzH4ee1a+t93fnz55GUlIR333mnQfvR1dWFrq6utMJ+I+PGjMHP69Yh5MMP+Q5F4VFLNyHPVU+6GYahydSI3AkEAvi27QhPF0+aSI0QQgg/BAJAKJT9TxP/zmlra8PGxgYODg4Y+cEH+HDkSOw/cAAAUFpaipmzZsG6WTPo6Oujc9euuHLliuS1ubm5+HDUKFja2EDXwABunp7Yum0bAMClRQsAgG+HDmA0NNC9R4869z92/HhEREZi7U8/SVrdU1JScOLECSQmJmLH9u3w9fXF22+/jR9XrsTvmzahoKCg3vfzz+7d6N2rF3R0dCTbYmNj8VbPnjA0MYGRqSna+/vj6tWrAOruXv7t0qWwsrWFoYkJJk6ejHnz56Nt+/Y1Yh4ybBh++PFH2Nrbw9zKCh9/+inKy8slZXbs3IkOHTvC0MQENnZ2GBkSgszMzFcei+BBg3D5yhXcv0/fl1+HvtUR8lz1pBsAJd1E7hiGgbaWNjQ1NWnJMEIIIaQBdHV1Jcnj3HnzsG//fmzbsgXXrlxBixYt0Kd/f+Tk5AAAvlq0CIk3b+LooUO4GR+PX9etg8XzBPbyhQsAgFPHjyP94UPs/e+/Ove3dvVqBAYEYNLEiUh/+BDpDx/CwcEBFy5eRKtWrdCsWTNJ2T69e6O0tBTR0dH1xh959iw6VEuQAeDD0aNhb2+PKxcvIvryZcybOxeampp1vn7nX39h6fLl+G75ckRfvgxHBwf8umFDrXJnwsNx7/59nDl1Cn9s2YJtf/yBbX/8IXm+rKwM33z9NWKvXcP+PXuQnJyMsePH1xs3ADg5OcHKygpnz517ZTlC3csJkRCJsmFhYSl57OzsijNnTvIYESGEEEIIqc/ly5fx199/o2ePHigqKsJvGzZg0++/o1/fvmAYBr9v2ICTp05h85Yt+HzOHKSlpcG3bVt06NABAODs7Cypy9Ky8jugubk5bGxs6t2nsbExtLS0oKenV6NcxpMnsLayqlHW1NQUWlpayHjypN76UlJSaiTqQOXY8M9nz4anpycAwM3Nrd7X/7xuHSaMH49xY8cCAP731Vc4cfIkCl8a525qaop1P/0EoVAIT09PDOjfH2GnT2PSxIkAgPHjxknKurq64qc1a+AfGIjCwkIYGBjUu387OzukpKTU+zypRC3dhACoqKhAXl5urZbu1NRkmpWRyA3Lsnic/gBZOVn0e0cIIYTU4dDhwzAwNoaOvj4CO3dG1y5d8PPatbh37x7Ky8sRFBgoKaupqQl/Pz/cvHULAPDRlCn4Z9cutG3fHnO/+ALnz59/5b7Onj0LA2Njyc/Ov/56Zfm6eqlxHPfK3mvPnj2r0bUcAGbNmIGJkyfj7d69seK773Dv3r16X3/7zh34+/nV2PbyYwDwbtkSQqFQ8tjW1rZG9/Hr169j8NChcHJ1haGJCbr37Amg8gbAq+jq6KC4uPiVZQgl3YQAAHJzK7sdVU+6XVxcUVJSgidPMvgKi6gZjuOQ9iAZGdkZNJkaIYQQUoe3undHTHQ0bicmoqSoCHv/+w9WVlaSv5svJ7jVk95+/foh9f59zPjsMzxOT0fP3r0x5/PP691Xhw4dEBMdLfkJHjSo3rI21ta1WrRzc3NRXl5eqwW8OgsLC+Tm5tbY9vWiRUi4cQMD+vfH6TNn0NLHB/v276+3jrre88te7p7OMIzkBn9RURF69+sHAwMD7PjjD1y5eBH7nnevf93s6zm5uZJeAqR+lHQTgsqu5QBqtXQDtGwYkR+GYWBpYQ1TI1Ma000IIYTUQV9fHy1atICTk1ONRLJFixbQ0tJCVLXW6/LyclyNjobX827aQGU38rFjxmDH9u1Ys2oVNm7aBADQ0tICgBpLdurq6qJFixaSH0NDQ0nZl5f2DAwIQHx8PNLT0yXbTpw8CW1tbbR/acx2db5t2yKxjiXA3N3dMXPGDJw4dgzDhg6VTPj2Mg93d1yuNlkcAFx9xRjyuty6dQvZ2dlYsWwZunTpAk9PT2RmZb32dSUlJbh37x5827Zt1P7UESXdhADIzq68sJiZvUi6nZxcAICWDSNyIxAI0NzVA/Y29jR7OSGEENII+vr6mDplCuYvWIBjx48jMTERk6ZMQXFxMSY8nxDsf4sW4UBoKO7evYuEhAQcOnxYkpBbWVlBV1cXx44fx5MnT5Cfn1/vvpydnXHp0iWkpKQgOzsbLMuid+/eaNmyJUaNGYPr168jLCwMc+bOxaSJE2FkZFRvXX1698a5qCjJ42fPnuGTzz5DeHg4UlNTERUVhStXr9a4cVDdp598gs1btuCP7duRlJSEb5cuxY24uEbdvHd0dISWlhZ+XrcO9+/fR+jBg/hm6dLXvu7ixYvQ1tZGYLUu/aRuSv2tbv369XBxcYGOjg7at2+Ps2fP1ls2PT0dI0eOhIeHBwQCAWbMmFGrzLZt28AwTK2fkpISGb4LogjqaunW09ODtbUNtXQTQgghRH2wLCAWy/5HBnOXrFi2DEOHDMHosWPRzs8Pd+/exfEjR2BqagqgsoV6/sKFaO3ri65vvQWhUIh/no/T1tDQwE9r1mDD77+jmYMDBg8dWu9+5syaBaFQiJY+PrC0sUFaWhqEQiEOh4ZCR0cHnbp2xYgPPsCQwYPxw/ffvzLmkA8/RGJiIm7fvg0AEAqFEIlEGD1uHNy9vDDigw/Qr29fLP766zpf/+HIkZj/xReYM3cu2vn5ITklBWPHjIGOtnaDPzdLS0ts27IF/+7Zg5Y+Pljx3Xf44bvvXvu6v3ftwocjR0JPT6/B+1JXDKekAwd37dqFUaNGYf369ejUqRM2bNiATZs2ITExEY6OjrXKp6SkYPXq1Wjfvj1Wr16Nbt26Yc2aNTXKbNu2DdOnT5f80ld51QyGLysoKICxsTHy8/NfeVeLT+XlLJKTM2FpaQUNDaW+7yI1W7ZswKxZ05CTU16jhbFXr05wcWmOjRu38xjdq7Esi5ycTJiZWVHrqAqoKC1HVkoyXJwtoalNC0woO5ZlkZmTAyszMzo/VQQdU9WirsezpKwMyRkZcHF2fjGJF8sCT58C1dZuljlNTcDQsMlrdr+M4zhUiMXQEAqVapjW3C++QH5BATb8+qtU6uvVpw9sbGzwZ7UlwaQtKysLnt7euHrpElxcXGSyD47jUFFRAQ0tLTA8np8lJSVITk6WNPZW19DcT2m/0a1atQoTJkzAxOfT3K9ZswbHjx/Hr7/+iuXLl9cq7+zsjLVr1wIAtmzZUm+9DMM0KskmqkEkyoaZmXmtP7i0VjeRJ7FYjKvR51GUmwtHh87QVN5LNCGEEGUjEFQmwPJsj2MYqSXcymzhggX4Zf16iMXiGjOMN0RxcTF+27ABfXr3hlAoxN///INTYWE4eeyYjKKtlJycjPXr1sks4VY1SvmNrqysDNHR0Zg3b16N7b17937t1P+vU1hYCCcnJ4jFYrRt2xbffPMNfH196y1fWlqK0tJSyeOCggIAlXdOFXXJH5ZlwXEcOI6VRc8epZSdnQVzc4tax8zJyQUREWEKeyyBF8dTkWMkDcOyLCoqylEhrgBLx1Ql0PmpeuiYqhZ1PZ4sy4IDnn8frJZkM0zljzxJOcmvqk2ZOvMaGRlh/vO8pilxHzl6FN8uW4bS0lJ4uLvjv9270bNnT5l+Bn5+fvDz85P556wIx7PqPKkrv2votUMpk+7s7GyIxWJYW1vX2G5tbY2MjKYv7+Tp6Ylt27bBx8cHBQUFWLt2LTp16oTY2Nh6F6Vfvnw5Fi9eXGt7VlaWwo4Fr6hgUViYD6GQg1BIdxcBID39IYyMjJCTk1lju6WlBTIy0vHoUQp0dRVzvArLVh5PjuPUqmucKuI4Do6OzijQzYIoPw+az5TyEk2qYVkW+YWFdH6qEDqmqkVdj2e5WFx5o5dlUfHSLNzKjOM4iFkWeM3a2KpEU0sLR48cqbVdFY4rx3GVs8RXVPB6PCsqKsCyLEQiUa2l154+fdqgOpT6G92r1uFrioCAAAQEBEged+rUCe3atcPPP/+Mn376qc7XzJ8/H7NmzZI8LigogIODAywtLRV6THdREQMzM0tKup8rLCyEtbUtzMxqrqPo7d0GAPD0aTHs7Jx5iOz1WJYFwzAwNbVUqy8MqkpsWA6NEjGszMyhqdW4LmZE8VSdn5ampnR+qgg6pqpFXY9nSVkZnpaWQkMggEYjuzMrPLEYmqr2ntScpoaG/HtgVKOhoQGBQABzc/NaY7pfflxvHbIITNYsLCwgFAprtWpnZmbWav1+EwKBAH5+fkhKSqq3jLa2NrTrmB1QIBAo7MVbIMDzmdkVN0Z5E4lEaNPGt9bn4eraAgCQmpqCli1b8RFagzAMo9C/c6ThWEZQeTyfH1Oi/Oj8VD10TFWLOh5PgUAABpCs1KMqOI5D1btRpfelrhTleFadJ3VdJxp63VDKq4uWlhbat2+PkydP1th+8uRJBAUFSW0/HMchJiYGtra2UquTKKacnOway4VVsbGxhba2Nk2mRuSCZVlkPHkMUZ5I7cYXEkIIIYSoKqVs6QaAWbNmYdSoUejQoQMCAwOxceNGpKWlYerUqQAqu30/evQI27e/WOopJiYGQGVX4qysLMTExEBLSwstW7YEACxevBgBAQFwc3NDQUEBfvrpJ8TExOCXX36R+/sj8iUS1Z10CwQCODm5UNJN5ILjOKSk3kVxXh58ubrnkSCEEEIIIcpFaZPu9957DyKRCEuWLEF6ejpatWqFI0eOwMnJCQCQnp6OtLS0Gq+pPgt5dHQ0/vrrLzg5OSElJQUAkJeXh8mTJyMjIwPGxsbw9fVFZGQk/P395fa+iPyVlJSgsLAQZma1k26Alg0j8sMwDMxMLaBZoT4TwBBCCCGEqDqlTboBYNq0aZg2bVqdz23btq3WttdNNb969WqsXr1aGqERJZKTIwKAOlu6gcqk++zZM/IMiagpgUAAd7eWyNJMVquxhYQQQgghqoy+1RG1JxJlA3h10p2Scl+p1nskhBBCCCGEKAZKuonae13S7eLiimfPniEz84k8wyKEEEIIIdWMHT8ejIYGGA0NaOrowNXNDXM+/xxFRUUy2deQYcNqbc/NzcWoMWNgbGYGYzMzjBozBnl5eVLfvzIrLS3Fp9Onw8LaGvpGRggeMgQPHz587evW//orXFq0gI6+Ptr7++PsuXM1nuc4Dl9//TWaNWsGXV1ddO/eHQkJCZLnc3Jy8Omnn8LDwwN6enpwdHTEZ599hvz8/Fr7Onz4MDp27AhdXV1YWFhgWB3HWpoo6SZqryEt3QBoXDeRObFYjGvXL+Hm/ZsQi8V8h0MIIYQonL59+iD94UPcT0rCt0uWYP1vv2HO3Ll1li0vL5f6/keGhCAmNhbHDh/GscOHERMbi1Fjxkh9P8psxqxZ2Ld/P/7ZuRPnIiJQWFiIgYMHv/K7za7duzFj1iwsnD8f169eRZfOndF/4MAac3R9//33WLVqFdatW4crV67AxsYGvXr1wtOnTwEAjx8/xuPHj/HDDz8gLi4O27Ztw7FjxzBhwoQa+9qzZw9GjRqFcePGITY2FlFRURg5cqRsPoznKOkmak8kyoampiYMDQ3rfN7JyQUAkJxMSTeRvbLyUlRUVPAdBiGEEKKQtLW1YWNjAwcHB4z84AN8OHIk9h84AAD4eskSdPD3x5atW+Hq5gZtPT1wHIf8/HxMnjoVVra2MDI1RY+330ZsbGy9+/h68WL8sX07DoSGSlrWw8PDcfPmTRw7fhybNmxAYGAgAgMD8ftvv+HQ4cO4fft2vfU5N2+Ob5cuxeixY2FgbAwnV1ccCA1FVlYWBg8dCgNjY/i0bYurV6/WeN358+fRtXt36BoYwMHZGZ/NmFGjVX/Hzp3o0LEjDE1MYGNnh5EhIcjMzJQ8Hx4eDkZDA2FhYejQsSP0DA0R1LnzK2N9U/n5+di8ZQt+XLkSb7/9Nnx9fbFj+3bExcXh1KlT9b5u1erVmDB+PCZOmAAvLy+sWbUKDg4O2PD77wAqW7nXrFmDhQsXYtiwYWjVqhX++OMPFBcX46+//gIAtGrVCnv27MGgQYPQvHlz9OjRA0uXLsXBgwcl360qKiowffp0rFy5ElOnToW7uzs8PDzwzjvvyOwzASjpJkSyXFh9s0UbGBjA0tKKWrqJzAkEAvh4t0MLxxY0kRohhBC5Kyur/+fl+8GvKvtyA3N95aRBV1e3Rov2vXv38O9//2HP7t2IiY4GAAwYNAgZGRk4cvAgoi9fRjtfX/Ts3Rs5OTl11jln9myMePddSat6+sOHCAoKwoWLF2FsbIyOHTtKygYEBMDY2BjnL1x4ZZyr165Fp6AgXL96FQP698eoMWMweuxYhHz4Ia5duYIWzZtj9LhxkjmE4uLi0Kd/fwwbOhQ3rl/Hrr/+wrmoKHzy2WeSOsvKyvDN118j9to17N+zB8nJyRg7fnytfS/86iv8+P33uHrpEjQ0NDB+4sRXxurdujUMjI3r/fFu3bre10ZHR6O8vBy9e/WSbGvWrBlatWpV72dUVlaG6GvXarwGAHq9/TYuXrwIAEhOTkZGRgZ69+4teV5bWxvdunXD+fPn640nPz8fRkZG0NConD/82rVrePToEQQCAXx9fWFra4t+/frV6KYuC0o9ezkh0lDfGt3V0bJhRB4YhoG+vgGKdXRpyTBCCCFyt2x5/X973NyAD0e+mFR25Q9MreS6irMzMHbMi7Jr1jIoLq5d7utFbzZJ7eXLl/HX33+jZ48ekm1lZWXYvm0brKysAACnT59GXHw8MtPToa2tDQD4YeVK7A8NxX979mDypEm16jUwMICuri5KS0thY2Mj2Z6RkSGptzorKytkZGS8Mtb+/fphyuTJAID/ffklfv3tN/h16IB3n7ewfvH55wjs3BlPnjyBjY0NVv74I0Z+8AFmTJ8OAHBzc8NPq1ejW48e+PWXX6Cjo4Px48ZJ6nd1dcVPa9bAPzAQhYWFMDAwkDy39Jtv0K1bNwDAvLlzMSA4GCUlJdDR0akz1iMHD76ya76mpma9z2U8eQItLS2YmprW2G5tZYWMJ3XPj5SdnQ2xWAzrlz5ba2tryWuqPl9ra+taZVJTU+usVyQS4ZtvvsGUKVMk2+7fr/w+//XXX2PVqlVwdnbGjz/+iG7duuHOnTswMzOr9729CUq6idqjpJsQQgghRDkcOnwYBsbGqKioQHl5OQYHB+PntWslzzs5OsLS0lLyOPraNRQWFsL8pYTu2bNnuHfvHtLS0tDSx0eyfcG8eVgwf369+6/rpjjHca+9Wd662j6qEkefOrZlZmbCxsYG0deu4e7du9j5vOt01X5YlkVycjK8vLxw/fp1fL1kCWJiY5GTkwOWZQGg8j21bPli39Vapm1tbSX7cXR0rDNWJyenV76XpmjIZ/Ty83W9piFlAKCgoAADBgxAy5YtsWjRIsn2qs9o4cKFGD58OABg69atsLe3x7///lsjQZcmSrqJ2svJaVjSHRUVIaeIiLpiWRZZWU+Qm58LJ9ac73AIIYSomQXz6295fnnU0+dz6i/7cg40Y7r0ll19q3t3/PrLL9DU1ESzZs1qtbrq6evXeMyyLGxtbREeFlarLhMTE5iYmEi6oQN4ZUunjY0NntTRWpuVlVWrBfZl1eOsShLr2laVFLIsiymTJ+OzTz6pVZejoyOKiorQu18/9O7VCzv++AOWlpZIS0tDn/79UfZS3/1X7acu3q1b19t6DFQm5Qk3btT5nI21NcrKypCbm1ujtTszKwtBgYF1vsbCwgJCobBWS3hmZqak9buqx0FGRobkxoGkzEuf/dOnT9G3b18YGBhg3759Nd5/1Wur35TQ1taGq6trjUnbpI2SbqL2RKJsuLq6vbKMi4srHj9+9MquOIS8KY7jcC/5Norz8tCmVXO+wyGEEKJmtLT4L/s6+vr6aNGiRYPLt/P1RUZGBjQ0NODs7Fxnmbrq09LSqjXbdmBAAPLz83H58mX4+/sDAC5duoT8/Px6E8qmaufri4SEhHrfa1xcHLKzs7Fi2TI4ODgAAK5Wu3nwJt6ke3n79u2hqamJk6dOYcS77wIA0tPTER8fj++XL6/zNVpaWmjfrh1OnjqFoUOGSLafCgvDwAEDAAAuLi6wsbHByZMn4evrC6ByKEFERAS+++47yWsKCgrQp08faGtrIzQ0tNb39vbt20NbWxu3b99G586dAVTOcp+SkiKTFv4qlHQTtScSZcPCwvKVZaqWDUtLS4G7u6c8wiJqiGEYmBibQVgupjHdhBBCiBS8/fbbCAwIwJDhw/HdsmXw8PDA48ePceToUQwZPBgdOnSo83XOTk44fuIEbt++DXNzcxgbG8PLywt9+/TBpKlTsWH9egDA5I8+wsABA+Dh4SHVuL/4/HMEdOqEjz/9FJMmTIC+vj5u3rqFk6dO4ee1a+Ho6AgtLS38vG4dpk6ZgviEBHyzdKlU9v0myaexsTEmjB+P2Z9/DnMzM5iZmWHO3Lnw8fHB22+/LSnXs1cvDB0yBJ98/DEAYNbMmRg1Zgw6tG+PwIAAbPz9d6SlpWHy80nfGIbBjBkzsGzZMri5ucHNzQ3Lli2Dnp6eZLmvp0+fonfv3iguLsaOHTtQUFCAgoICAIClpSWEQiGMjIwwdepULFq0CA4ODnBycsLKlSsBAO8+v0kgC5R0E7XGcVyDx3QDlcuGUdJNZEUgEMDToxWytJNp9nJCCCFEChiGwZFDh7Dwq68wftIkZGVlwcbGBl27dHlll/BJEyciPCICHTp2RGFhIc6cOoXu3btj559/4rMZM9C7Xz8AQPCgQVj3009Sj7t169aIOH0aC7/6Cl26dwfHcWjevDnee54YWlpaYtuWLVjw5Zf4ad06tPP1xQ/ffYfgoUOlHktjrf7xR2hoaGDEBx/g2bNn6NmjB7Zt2QKhUCgpc+/+fWRnZ0sevzdiBEQiEZZ8+y3S09PRqlUrHD54sMYNgLlz5+LZs2eYNm0acnNz0bFjR5w4cUKy7G90dDQuXboEoHbvheTkZElPh5UrV0JDQwOjRo3Cs2fP0LFjR5w+fbrW5G/SxHBV89ITqSgoKICxsbFkenpFVF7OIjk5E5aWVtDQUO8v9kVFRbC1NcDmzX/h3Xc/qLecWCyGtbUeli79EVOm1B5bwyeWZZGTkwkzMytK1FRARWk5slKS4eJsCU1tui+q7FiWRWZODqzMzOj8VBF0TFWLuh7PkrIyJGdkwMXZWaWGzXEchwqxGBpCIfUYUwEcx6GiogIaWlpgeDw/S0pKkJycDBcXl1rnS0NzP/W5uhBSB5Go8g7b61q6hUIhHB2daQZzQgghhBBCSKNQ0k3UWnZ2FoDXJ90ALRtGZE8sFiMm9gpuJ9+uNXkLIYQQQghRTpR0E7XW0JZugJJuIh8lpc9QVl72+oKEEEIIIUQpUNJN1FpV0m1m9vo1kV1cKpNumgaByIpAIIC3Vxu4Oriq1dhCQgghhBBVRt/qiFoTibKhp6cHPT2915Z1dnZFUVGRpEs6IdLGMAwMDY2hr6tPE8AQQgghhKgISrqJWmvIcmFVqi8bRgghhBCi7Kj3HiGvx7LsG9dB69EQtZaT0/Ck28nJBQCQknIf/v4BsgyLqKnKdeOzkP80HxzXsN9LQgghpLE0NTTAMAyyRCJYmpurTO8qjuNQwbLQEAhU5j2pM8kScCzLy5JhHMehrKwMWVlZEAgE0NLSanJdlHQTtSYSZcPMrGHJjZGREczNLZCamizjqIi6YlkWSfduojgvDz4tXfgOh1SzNzQUi1eswJ2kJLi7uWHRvHkYFhzMd1iEENIkQoEA9hYWeJidjZTCQr7DkRoOlX9LBQIBKOVWfhwAViyG4PlNIr7o6enB0dHxjebboaSbqDWRKBu2tnYNLk8zmBNZMzI0AVNazncYpJq9oaEYHhIChmHAcRziEhIwPCQEe3bsoMSbEKK0DHR14WZnh/KKCr5DkRqWZSHKz4e5sTFNSKoC2IoKiHJyYG5vD4GmJi8xCIVCaEgh6aekm6g1kSgbrVq1aXB5SrqJLAmFQrT0ao2slGQIhUK+wyHPLV6xQpJwA5XdzRiGwZIVKyjpJoQoNaFAAOEbdJlVNCzLQlMohI6WFiXdKoAVCCqPp44Ob0m3tNBvI1FrjZlIDXixbBghRH3cSUqqNdkQx3G4nZTEU0SEEEIIUSaUdBO1VTlpVeOSbmdnVzx8+ABlZWUyjIwQokjc3dxqdStjGAYe7u48RUQIIYQQZUJJN1Fb+fn5EIvFjU66OY5DWlqqDCMj6kosFiMu/hqSUpMgFov5Doc8t2jevDpbuhfNm8dTRIQQQghRJpR0E7UlEmUDQKOTbgDUxZzITFFxIUpKS/gOg1QzLDgY3l5eMDYygra2NgQCAfr07ImhgwbxHRohhBBClAAl3URtNSXptrOzh4aGBiXdRCYEAgE8PXzgbOdME8AoEI7j8Dg9HbM//RQlWVn4celSnDxzBnEJCXyHRgghhBAlQN/qiNpqStItFArh6OhMSTeRCYZhYGJsCkN9Q17XoyQ1PXz0CLl5eWjj4wMAmDZpEpq7uGDWggW1up0TQgghhLyMkm6itnJyKpNuMzPzRr3OycmFkm5C1EhsXBwAoE2rVgAALS0t/LhsGU6dOYPDx47xGRohhBBClAAl3URtiUTZMDIyglYj16ekZcOIrHAch9w8EQoKC6gFVYHExsfDxMQEjg4Okm0D+/bF22+9hdkLF9JqBoQQQgh5JUq6idoSibJhZtbwruVVnJ0rk25Kioi0sSyL23cSkPo4FSzL8h0Oee5GQgJae3vX6PLPMAxWLVuGu/fvY/3vv/MYHSGEEEIUHSXdRG01do3uKs7OrigoKEBOTo4MoiLqzkDfELo6unyHQaqJjYuTdC2vzsfbG5PHjcPi775DtkjEQ2SEEEIIUQaUdBO19SZJN0DLhhHpEwqFaOXtixaOLSAUCvkOhwAoLi5G0r17kknUXrZk4UKwLIuvly2Tc2SEEEIIURaUdBO1RUk3IeR14hMTwbJsnS3dAGBpYYH/ffEFftuyBYm3bsk5OkIIIYQoA0q6idoSibJhYWHZ6NeZmJjAxMSUkm5C1EBsfDwEAgG8vbzqLfPJ5MlwdnTE7AUL5BgZIYQQQpQFJd1EbTW1pRugGcyJbIjFYiQkxuBe2j2IxWK+wyGoHM/t3qIFdHXrH2evra2NH5YuxbFTp3D0xAk5RkcIIYQQZUBJN1FLYrEYubk5TU66q2YwJ0TanhYWoLikmO8wyHOx8fH1di2vbvCAAXira1fMWrAA5eXlcoiMEEIIIcqCkm6ilvLycsFxHCXdRKEIBAK4u7WEUzMnCAR0eeYbx3G4kZBQ7yRq1TEMg9XLl+N2UhJ+27xZDtERQgghRFko9be69evXw8XFBTo6Omjfvj3Onj1bb9n09HSMHDkSHh4eEAgEmDFjRp3l9uzZg5YtW0JbWxstW7bEvn37ZBQ94VN2dhYAvFHS/eBBGrVoEaliGAZmphYwMjCqsSa0POwNDUWboCDoWlqiTVAQ9oaGynX/iiglNRUFBQUNaukGgDY+Ppg4ZgwWLVtGSwoSQgghREJpk+5du3ZhxowZWLhwIa5fv44uXbqgX79+SEtLq7N8aWkpLC0tsXDhQrRp06bOMhcuXMB7772HUaNGITY2FqNGjcKIESNw6dIlWb4VwgORKBvAmyXdLMviwYO6f98IUSZ7Q0MxPCQEcQkJKCktRVxCAoaHhKh94h0bHw8ADWrprvLNl1+iQizG4hUrZBUWIYQQQpSM0ibdq1atwoQJEzBx4kR4eXlhzZo1cHBwwK+//lpneWdnZ6xduxajR4+GsbFxnWXWrFmDXr16Yf78+fD09MT8+fPRs2dPrFmzRobvhPBBGkk3QMuGEeniOA4FBXkoLC4Ex3Fy2+/iFSvAMIxknxzHgWEYLFHzxPFGfDzMzczQzNa2wa+xtrLCwjlzsH7TJty6c0eG0RFCCCFEWShl0l1WVobo6Gj07t27xvbevXvj/PnzTa73woULters06fPG9VJFJNIlA2GYWBiYtqk19vbO0AoFFLSTaSKZVkk3rqB5IfJYFlWbvu9k5RUK8nnOA63k5LkFoMiio2PRxsfn0Z39Z/+0UdwsLfHnIULZRQZIYQQQpSJBt8BNEV2djbEYjGsra1rbLe2tkZGRkaT683IyGh0naWlpSgtLZU8LigoAFD55VmeX5obg2VZcBwHjmOhoCHKXHZ2FkxNzcAwTJOOk1AohL29I5KT7/F+nKuOJ99xkDfHsix0dXQh1nwGVo7H1L1FC8QlJtZIvBmGgYebm1r/XsXGxWFQv36N/gy0tLTw3eLFGDFmDI6dPAnfdu3U+nNUNXTNVS10PFULHU/VwnLci+OpoMe0ob9rSpl0V3m59aGqS6Q861y+fDkWL15ca3tWVhZKSkreKBZZqahgUViYD6GQg1ColJ0d3tijR2kwMTFBTk5mk+uws7PHnTs336gOaWDZyuPJcRzNeK0C7O0dka+pjZyCfGg8E8pln599/DEmTptWYxvHcfjs44+RqaYTghUWFuJecjJcXFya9Bl07twZAf7+mDl/Pv775x86P1UIy7LILyykY6oi6HiqFjqeqoUViyuPZ1YWBBqKmbY+ffq0QeUUM/rXsLCwgFAorNUCnZmZWaulujFsbGwaXef8+fMxa9YsyeOCggI4ODjA0tISRkZGTY5FlsrLWRQVMTAzs1TbpLuoqBhWVjYwM7Nqch1ubh6Iibn2RnVIA8uyYBgGpqaW9AdGBYjLyiHOL4KlqRk0teSTdI/94AN88eWXYBgGBU+foqysDBNGj8bYDz6Qy/4V0d3nXes7+fvDysysSXX8/P338H/rLRw6fBiff/opnZ8qouqaa2lqSsdUBdDxVC10PFULKxaDEYthaWkJgaYm3+HUSUdHp0HllDLp1tLSQvv27XHy5EkMHTpUsv3kyZMYPHhwk+sNDAzEyZMnMXPmTMm2EydOICgoqN7XaGtrQ1tbu9Z2gUCgsCe7QFDZos8wihujrOXkiGBubvFG79/FpTkOHPhPIT5DhmEU+neONBzLCCqP5/NjKg93kpIgysnBod27MaBvX4wcPx5hERFgWRYaCnpnWdbiEhKgoaGBVi1bNvk4dGjXDmM//BAr16zB5DFjYN7E5J0oHrrmqhY6nqqFjqcKeX4TRZGPZ0PjUszoG2DWrFnYtGkTtmzZgps3b2LmzJlIS0vD1KlTAVS2QI8ePbrGa2JiYhATE4PCwkJkZWUhJiYGiYmJkuenT5+OEydO4LvvvsOtW7fw3Xff4dSpU/Wu6U2Ul0iU3eSZy6s4O7siLy8Pubm5UoqKqDuxWIybt+KQ/DAZYrFYbvs9HRkJDQ0NdO3UCQDw+fTpSElNxX/798stBkUTGx8PT3f3Om+qNsY3X36JsrIyLF25UkqREUIIIUTZKG3S/d5772HNmjVYsmQJ2rZti8jISBw5cgROTk4AgPT09Fprdvv6+sLX1xfR0dH466+/4Ovri/79+0ueDwoKwj///IOtW7eidevW2LZtG3bt2oWOHTvK9b0R2ZNW0g3QsmFEuvILclFYXCjXfYZFRMC/fXsYGhoCAHzbtEGvt97C92vXynXpMkUSGxeHNq1avXE9tjY2+HTqVPy8YQPuqPls8IQQQoi6UtqkGwCmTZuGlJQUlJaWIjo6Gl27dpU8t23bNoSHh9cozz2fAa/6T0pKSo0y77zzDm7duoWysjLcvHkTw4YNk8M7IfKWk0NJN1E8AoEALVw9YW9jL7duVCzL4kxkJHpUu34CwNwZM3A9NhZhL11H1QHLsohLTEQbHx+p1Dd5wgTY2dri86++kkp9hBBCCFEuSp10E9IUZWVlKCgoeOOk29TUFMbGxpR0E6lhGAYWFlYwNTJ945UYGupGfDxEOTno2b17je09u3eHb5s2+G7NGrnEoUjuJyejqKhIKi3dAKCro4MVS5Yg9MgRnDpzRip1EkIIIUR5UNJN1E5OjggAYGb2Zkk3wzBwdnalpJsotdORkdDR0UGAn1+N7QzD4IsZM3DqzBlci4nhJziexMbHA4DUWroB4N0hQ9ApIAAz589HRUWF1OolhBBCiOKjpJuoHZEoGwDeuKUbACXdRKo4jkNh4VMUlxTLbSx1WHg4OgcG1rnkxfDBg+Hi7IyVa9fKJRZFERsXB2srK1hbSW85QIZhsGbFCsQnJmLz9u1Sq5cQQgghio+SbqJ2pJ10JydT0k2kg2VZxCdex720e2BZVub7Ky8vR+T58+jZrVudz2toaGD2J59g9759SH5p/gtVFhsfL7Wu5dV1aNcOY0aOxFfffov8/Hyp108IIYQQxURJN1E70k66HzxIpe6iRGq0tXWgqakpl31duXYNhYWFtSZRq25cSAhMTUywat06ucSkCGLj49FaBkk3ACxbtAhFxcVY+sMPMqmfEEIIIYqHkm6idkSibAiFQhgbG79xXc7OrhCLxXj48IEUIiPqTigUwreNPzxdPCEUCmW+v7DwcBgbG6Nd27b1ltHT08OnU6Zg859/IlskknlMfMvLy0NqWppMWroBoJmtLebNnIk169fj7r17MtkHIYQQQhQLJd1E7VSt0S2N2aFp2TCizE5HRqJbp07Q0NB4ZbmPJ08GAKzbsEEeYfHqRkICAOlOovay2Z9+Chtra8z93/9ktg9CCCGEKA5KuonaqUq6pcHBwRECgYCSbqJ0iouLcf7SpXrHc1dnYW6OiaNHY93GjSgqKpJDdPyJjYuDlpYWPN3dZbYPPT09fLd4MfYdPIgzkZEy2w8hhBBCFAMl3UTtSDPp1tLSgr29AyXdRCpYlsWdpASkPk6V+URqURcvoqysDD0akHQDwKxPPkFefj627tgh07j4Fhsfj5aenjIfV//+O+8gwM8PM+fPh1gslum+CCGEEMIvSrqJ2pFm0g3QsmFEejiOQ06uCAWFBTJfMux0ZCSsrazg7eXVoPLOTk4YMXQofly3TqUnDrwho5nLX1a1hFhsXBy27dwp8/0RQgghhD+UdBO1k5OTDQsLS6nVR8uGEWlhGAauzm6ws7aTypwDrxIWHo4eXbs2aj+fT5+OlNRU/Ld/v+wC45FYLEb8zZtySboBoKOfH0Leew8LlyxBQUGBXPZJCCGEEPmjpJuoHZEoG2Zm1NJNFI9AIICVlS3MjM0gEMju8pyXl4fomJgGdy2v4tumDXq99Ra+X7tW5i3xfEi6dw/Pnj2T6SRqL1v+9dcoePoUy1etkts+CSGEECJflHQTtSOL7uW5uTnIy8uTWp2EyFJEVBRYlm3QJGovmztjBq7HxuLUmTMyiIxfsXFxACCzNbrrYm9nh7nTp+OHn36CV4cO0LW0RJugIOwNDZVbDIQQQgiRLUq6iVopLi5GcXGx1JNuAEhNTZZanUQ9cRyH4uIilJSWyLQlOSw8HM5OTnBxdm70a3t27452bdvi+7VrpR8Yz2Lj49HM1hYW5uZy3a97ixaoqKjArTt3UFJairiEBAwPCaHEmxBCCFERlHQTtSISZQOAVJNuFxdaq5tIB8uyuBEfjaTUJJnOXn46MrJJrdxA5bjzudOn49SZM7gWEyPdwHgWGxcnt/Hc1X23Zk2NsfUcx4FhGCxZsULusRBCCCFE+ijpJmpFFkm3mZk5DA0NKekmUqGpoQmhUCiz+jOePEHCzZtNTroBYPjgwXBxdsZKFWvtjo2Pl+t47ip3kpJq9WzgOA63k5LkHgshhBBCpI+SbqJWZJF0MwxDk6kRqRAKhWjfLhAtm7eUWeJ9JjISAPBW165NrkNDQwOzP/kEu/ftQ3JKipQi45dIJMKjx495ael2d3OrNYs8wzDwcHeXeyyEEEIIkT5KuolakUXSDajHsmGhoXsRFNQGlpa6CApqg9DQvXyHRJogLCIC3l5esLG2fqN6xoWEwNTEBKvWrZNSZPyKjY8HAF5auhfNmyfpUg5UJtwcx2HRvHlyj4UQQggh0kdJN1ErIlE2dHR0oKenJ9V6Vb2lOzR0L0JChiMhIQ6lpSVISIhDSMhwSryVUFhEBHq8QSt3FT09PXw6ZQo2//knsrKzpRAZv2Lj4qCjowO35s3lvu9hwcHYs2MHWnt7QyAQQFNTE//9+SeGDhok91gIIYQQIn2UdBO1UrVc2MtdOd+Us7Mr0tJSIBaLpVqvolixYrGk9Q14MdHTihVLeI5MtbAsi7v3buFB+gOZTKSWnJKClNRU9OzeXSr1fTJ5MhiGwS8bN0qlPj7dSEhAKy8vaGho8LL/YcHBiDl/HpHHjqGsrAxGhoa8xEEIIYQQ6aOkm6gVaa/RXcXZ2RUVFRV49Oih1OtWBElJd+qc6Ckp6TZPEakmjuOQLcpE3tM8mSwZFhYRAYFAgG6dOkmlPnNzc0wYNQrrNm5EUVGRVOrkC1+TqL0sqGNH+Hh749fNm/kOhRBCCCFSQkk3USs5ObJLugHVXTbMzc29zt4BRkZGyM3N5SEi1cQwDJwcm8PW0lbqvTEA4HREBNq3bQsTExOp1Tnrk0+Ql5+PrTt2SK1OeSsvL0fCzZu8TKL2MoZhMHX8eIQeOYJHjx/zHQ4hhBBCpICSbqJWRKJsmJlJP+l2dHQCwzAqm3TPm7eoRstrVUJYUJCPNm1csWrVChQXF/MVnsoQCASwtbGDhakFBALpXp45jqtcn1tKXcurODs5YcTQofhx3TpUVFRItW55uZ2UhLKyMrRWgKQbAELeew86OjrY9McffIdCCCGEECmgpJuoFVl1L9fW1oadnb3KJt3BwcMwd+5XAAAtLS14e7fGzp17kZCQivfeG4WlS/+Htm1bYPPm31BeXs5ztKQuCTdv4klmplQmUXvZ59OnIyU1Ff/t3y/1uuUhNi4OANDa25vnSCoZGRnhwxEj8PsffyjtjQxCCCGEvEBJN1Erskq6AdVfNoxlxbC0tEJWVgnOn4/BoEFDYWVljZUrf0J09G107/42Zs2aBj+/ltizZ5dMJgJTdRzHobS0BGXlZVIf0306IgJaWlroFBAg1XoBwLdNG/R66y18t2aNTMaiy1psfDwcHRxgamrKdygSU8ePx6PHj3Ho2DG+QyGEEELIG6Kkm6gNjuNknnSraks3AJw7F4FOnbrWOdbY2dkFGzduR1RUDNzdPTFu3Pvo1q0DTp06rpRJGF9YlsX12Mu4nXxb6jctwiIiENSxo9SXy6vyxcyZiLlxA6fOnJFJ/bIUGxenEOO5q/Nt0wYdO3TAbzShGiGEEKL0KOkmauPp06coLy+npLsJiouLER19GZ06dXtluVatWmP37oM4fvwsdHX1MGxYXwwc2AOXL1+UU6TKTygQQsBI99JcUVGB8HPnZNK1vEqPbt3Qrm1bfL92rcz2ISux8fEKl3QDwEcTJuB4WBju3VfN64q62BsaijZBQdC1tESboCDsDQ3lOyRCCCFyRkk3URsiUTYAyDTpFomyUVBQIJP6+XTlykWUl5ejc+dXJ91VAgM74/jxs9i9+xByckR4++1AjBw5FLduJco4UuUmFArh16ETvN28IRQKpVbvtZgYFBQUSH0SteoYhsHc6dNx6swZXIuJkdl+pO1JZiaeZGYqxHJhLxsxbBhMTUywcds2vkMhTbQ3NBTDQ0IQl5CAktJSxCUkYHhICCXehBCiZijpJmpDHkk3AKSmJsukfj6dOxcBU1MzeHk1fKIphmHQt+8AnDt3HRs3/om4uBgEBPhg2rTxePAgTYbRkpeFRUTAwMAAfu3ayXQ/wwcPhouzM1YqUWv3jfh4AFDIlm5dXV2M/fBDbPnzT5SWlvIdDmmCxStWgGEYyTAbjuPAMAzmf/01nj17xnN0hBBC5IWSbqI2ZJ10u7io7lrdUVGV47mbsoyVUCjE+++HIDr6Nr77bi2OHz8MX183zJ8/S3JMiGydjoxE16AgaGpqynQ/GhoamP3JJ9i9bx+SU1Jkui9piY2Ph76+Ppq7uvIdSp2mjB+PbJEIew4c4DsU0gR3kpJqzWvBcRzu3L0LA1tbeLRrh+EhIfh62TL8t38/bt25QzPWE0KICqKkm6iNqgTPzMxcJvVbWFhCX19f5ZLukpISXLly8bXjuV9HS0sLU6Z8gtjYe5g79yts374JrVu7YsWKJSgsLERo6F4EBbWBpaUugoLaIDR0r5TegfJgWRb3k+/g4ZOHUptIraSkBOcuXJBp1/LqxoWEwMzUFD/+/LNc9vemYuPi4NOypdTXRZcWDzc39OjWDb/ShGpKqVmzZrW2MQwDt+bNsfGnn9CvVy/kFxTgty1b8O7o0fDq0AEGtrbw7dwZoyZNwvdr1uDI8eNIe/Cg3kkpacw4IYQPdO1pHA2+AyBEXnJysmFgYAAdHR2Z1M8wjEouGxYdfRmlpaUNHs/9OgYGBpg790tMmDAVP/64HD/+uAw///wjnj4tkHTDTEiIQ0jIcOzYsQfBwcOksl9lwHEcMrMyUJyfJ7VZ3y9euYKSkhKZTqJWnZ6eHj6dMgUrVq/GovnzYWkhm54l0hIbH49Af3++w3ilqePHY8SYMYhPTESrli35Doc00IVLl/Do8WMAkFzbqv79bskSDB00qEb5rOxsxCcmIj4xEXHP/z1w5AiePn0KoHL99lZeXmjVsiV8WrZEq5YtkZKWhnEffSSpt2rM+J4dOzAsOFju75kQoh6q5quga0/DKeatfUJkQJbLhVVRxRnMz52LgLGxMVq1ai3Ves3NLbBs2Y+4du2OZNKwl8c9rlixRKr7VHQMw8DB3hnW5tZ1Ls3WFGHh4TA3M0NrOY5Z/njSJDAMg182bpTbPpuitLQUN2/fVsjx3NUNGTgQNtbWtHyYErkWE4N+77wD//btsXPTJrT29oaOtjZae3tj786dtRJuALC0sMBbXbvi06lTsfGnn3D+1CnkP3yIlPh4HNq9G/NnzYKLkxMuXb2K2QsX4q0BAzDuo48A1L52LlmxQq7vlxCiXuqbr4KuPfWjlm6iNkSibJiZyT7pPn78sEz3IW9RUREIDOwi1dm0q3NwcKxzQiGO45CUdFsm+1RUAoEAds0coVUmllp357CICLzVtWnj8ZvK3NwcE0aNwrqNG/H59OnQ19eX274b4+bt26ioqFDImcur09TUxIRRo/DThg1YsXgxDAwM+A6JvEJ8YiJ6DxkCjxYtcGj3bhgZGWHkiBFNqothGDg5OsLJ0RED+vaVbC8vL8fd+/fRJigI5eXlNV7DcRwSb9+WfAkmhBBpq2++iltJSTxFpPiopZuoDXm1dKelpUAsFst0P/JSVlaGS5fOS61reX3c3NxrfTlkGAbu7h4y3a+qe/r0KS5HR6NnN9kev7rM+uQT5OXnY+uOHXLfd0PFxsUBAFp7N3xWfr5MHjcORUVF+Pu///gOhbzCnaQkvB0cDAd7exzbuxdGRkYy2Y+mpia8PDzg5eFRZ2JdXl4Ob39//LJxo6R7OiGESIu7m1ud156Kigqs+eUXWnGjDpR0E7Uhr6S7rKwM6emPZbofebl+/SqePXv2xpOovc68eYtqtMpUdVmaN2+RTPeraDiOQ3l5GSoqKqQypjsyKgpisZiXpNvZyQkjhg7Fj+vWKexszLHx8XB1doahoSHfobyWo4MD+vfujV83b5baeH8iXckpKegZHAwzU1Oc2L8fpqamMt/nonnzal07AeCbL7+Et5cXpn/xBew8PfHpnDm4deeOzOMhhKiHqmtPlaprz1tdumD2woXwaN8e2//6S2UaoaSBkm6iNkSibFhYWMp0H6q2bNi5cxEwNDREmza+Mt1PcPAw7NixB97elePGzc0tsHPnXgwaNFSm+1U0LMsi+vpF3Lx/Uyqzl5+OjIS9nR1aNG8uhega7/Pp05GSmop/9+3jZf+vExsfr/Bdy6v7aMIEXI+NxZXoaL5DIS95+OgRegYHQ0dbG2EHD8ptAsFhwcHYs2NHrTHjX86di3+3b0dKfDxmfPQRdu/bB68OHdBr8GAcOHyYvggTQt7IsOBgLF9U2TCipakpufacDA1FwuXLaN+2LcZMnYq2nTrh0NGjdLMYlHQTNSKPlm5HR2cAqpV0d+zYCRoasp/+ITh4GM6fj8E773wAV9cWapdwy0JYRAR6duvG27hO3zZt0LtHD3y/dq3C/cHlOA6xcXEKP4ladX3efhtOjo60fJiCyXjyBD0HDQLLsgg7eBC2NjZy3f+w4GDEnD+PZ1lZiDl/vsYkbfZ2dljy5ZdIS0zEzk2bUFRUhCEffADX1q2xYtUqZItEco2VEKI6xCwLQ0NDFD15UuPa4+nujj07duBiWBgszM0x6L330LVvX5y/dInniPml1En3+vXr4eLiAh0dHbRv3x5nz559ZfmIiAi0b98eOjo6cHV1xW+//Vbj+W3btoFhmFo/JSUlsnwbRA5YlkVOjkjmSbeOjg6aNbNTiWXDKioqcOlSlMzHc7/Mzy8AsbHX1HI8kFAoRIB/V/i4+7zxxHVZ2dmIjYuT21Jh9Zk7YwZibtzAqTNneI3jZekZGRDl5ChVS7dQKMSUcePwz549yM3N5TscAiBbJEKvwYNRWFSEsNBQODo48B1SnbS1tTFyxAicP3UKV5/fjPt6+XLYe3pi7NSpuHrtGt8hEkKUTFhEBLp1qr9hpqOfH04fOoSje/bgaWEhOvXqhcHvv4+EmzflHKliUNqke9euXZgxYwYWLlyI69evo0uXLujXrx/S0tLqLJ+cnIz+/fujS5cuuH79OhYsWIDPPvsMe/bsqVHOyMgI6enpNX5kta4zkZ/c3FywLCvzpBtQnWXDYmKuobCwUObjuV/m7x+I0tJS3LgRI9f9qprw5zche/Awnru6Ht26oV3btvh+7Vpe43hZ1SRqytTSDQDjR42CWCzGH3/9xXcoai8vLw99hg7Fk8xMhB08iOaurnyH1CDtfX2xZf16PLp1C0sWLkT4uXPw694dAT16YMc//6jlDU9CSOM8e/YM5y9deu2cMQzDoG+vXrh29ix2btqEuMREtA4MxLiPPkLagwdyilYxKG3SvWrVKkyYMAETJ06El5cX1qxZAwcHB/z66691lv/tt9/g6OiINWvWwMvLCxMnTsT48ePxww8/1CjHMAxsbGxq/BDll5OTDQCUdDdCVFQE9PT00K5dB7nu18enDbS1tXHlykW57lfVhEVEwL1FC9jb2fEaB8MwmDt9Ok6dOQN3X1/oWlqiTVAQ9oaG8hpXbHw8DA0N4eToyGscjWVtZYVhgwbhty1bFK7LvjopLCzEgHffRXJKCk6FhsLT3Z3vkBrN3Nwcc2fMwL3YWBz45x8YGRpi1OTJcPDywsIlS/Dg4UMAwN7QULQJClKYc5cQwr+oixdRWlqKnt27N6i8QCDAyBEjcOvqVaxZsQKHjx+He7t2mL1gAURqMsxFKZPusrIyREdHo3fv3jW29+7dG+fPn6/zNRcuXKhVvk+fPrh69WqNNS4LCwvh5OQEe3t7DBw4ENevX5f+GyByJxJR0t1YleO5g6CpqSnX/WppaaFt2/a4fPmCXPerCFiWRUrqPTzOfPzGE6mdft6FVBFUrRGedO8eSkpLEZeQgOEhIbx+eY+Ni0Nrb2+5rl8uLVMnTMDtpCRJbwYiX8XFxRgzeTISb9/Gif370VrJeku8TCgUIrh/f5w4cAC3oqPxwTvv4OcNG+Di44OAHj0wPCQEcQkJCnPuEkL4FxYRAStLS7Rq2bJRr9PS0sKnU6fiXmws5s+ahY3btsG1TRssXbkSRUVFMopWMch+diQZyM7OhlgshrW1dY3t1tbWyMjIqPM1GRkZdZavqKhAdnY2bG1t4enpiW3btsHHxwcFBQVYu3YtOnXqhNjYWLi5udVZb2lpaY2uWAUFBQAqvzxLY/ZhWWBZFhzHgeNYKGiIUpeVlQkAMDU1k/lxcXJyRlZWJgoKCmBgYCDTfQEvjqc035dYLMaFC2fx6adzePk99vMLwIEDexT2HJIVsViMjIyHKMrLg/gNriEPHj5E0r17WPq//ynEZ/jt99+DAVDVLlu1xNHiFSswZOBAXmKKjY9H9y5dZP75yOL87BIUBE93d/y6eTO6de4stXrJ65WWlmJ4SAiux8bi6J49aNe2rUKcY9Li1rw5Vq9YgSULF2LH7t2YvWABAEh6VSjCuSttsjhHCX/oeMpHWHg43ura9Xk+0fheV/r6+vjqiy8wZfx4LPvhByxesQLrNm7El3PnYuLo0ZIGH/Z5/SzLQlGTlob+rill0l3l5Rl5q69V2dDy1bcHBAQgICBA8nynTp3Qrl07/Pzzz/jpp5/qrHP58uVYvHhxre1ZWVkKOwFbRQWLwsJ8CIUchELla+VpirS0ZAAAx1UgJydTpvsyM6tcm/XGjWh4enrJdF9A5cleWJgPjuOk1moXH38DBQUF8PHxkfnnVRdPTy+sW5eKW7fiYGVl/foXqAiWZWFoaARBhRjZebnQeta0Xgb7jxwBwzDwbtUKmTk5Uo6y8W4nJeHlP8kcx+F2UhIv8T0rKcHtpCSMGz1a5vtnWRb5hYVSPT8BYOR772HJ8uWIv30bVpayXQqRVCovL8ekTz5BZFQU1v/8M9zc3RXi/JKV4UOHYvb8+bW283nuyoKszlHCDzqespdfUIDomBi89+67b34dEAqx4IsvEDJyJL5fvRqfzpmDH3/6CV/Mng2hUIhVP/2Ee8nJaN68OWbPno0BAwZI501I0dOnTxtUTimTbgsLCwiFwlqt2pmZmbVas6vY2NjUWV5DQwPm5uZ1vkYgEMDPzw9JSUn1xjJ//nzMmjVL8rigoAAODg6wtLSEkZFRQ9+SXJWXsygqYmBmZqk2SXdpaRlMTExhZdVM5vtq3bo9ACA3Nw9mZlYy3x/LsmAYBqamllL7AxMXFw8dHR289VYfaGtrS6XOxujRow8AICnpLjw9lWd2aWkwNTJHVkoKrM0toKnVtBnMr0ZHo62PDzx5Wp/7ZR5ubohLTKxxN5xhGHi6ucHKzEzu8Vy9fh0sy6Jzx44y33/V+WlpairVL4DTJkzA8h9+wMFDhzB/9myp1UvqJhaL8eHEiTgdHo69O3agfYcOUj+mikjRzl1ZkNU5SvhBx1P2Lly4AJZlMaRfP6ldB6zMzLB72zbciI/HgiVLMPWzzwBUXm84jsOtW7cwceJE/Pvvvxg2bJhU9iktDZ1wWymTbi0tLbRv3x4nT57E0KEv1vI9efIkBg8eXOdrAgMDcfDgwRrbTpw4gQ4dOtQ7ZpXjOMTExMDnFUvKaGtr15mUCAQChT3ZBQI8Xw5NcWOUtqrlwuTxfm1sbKGrq4vU1BS5fb4Mw0j1d+78+Uj4+QVAV1dXKvU1lr29A+zs7BEdfRmDBw/nJQa+sIyg8ng+P6aNxXEcTkdG4oN33lGY83vR/PkYHhIi+eNZ9e+i+fN5iTEuIQEMw8htTLe0z08AMDczw/vDh2Pjtm2YN2vWGy8xR+rHsiwmffop9oaG4t/t29G/Tx9k5uQo9N95aVG0c1dWZHGOEv7Q8ZStM5GRcHF2lsmKDW1bt8aR//5DizZtcC85udbQlm+//RbvvPOO1Pf7Jhr6e6a0v42zZs3Cpk2bsGXLFty8eRMzZ85EWloapk6dCqCyBXr06NGS8lOnTkVqaipmzZqFmzdvYsuWLdi8eTPmzJkjKbN48WIcP34c9+/fR0xMDCZMmICYmBhJnUR5iUTZcplEDai82CvzZGosy+L8+bNyXyrsZf7+gWo3mRrHcRCLxRCz4ibPTH3n7l08Tk9XmEnUAGBYcDD27NhRmeQyDPR0dbF3504MHTSIl3hi4+Lg1rw59PX1edm/tHw0YQLSHjzAsZMn+Q5FZXEch49nz8b2v//Gnxs38vY7y5eqc7fF8y/XLVxdeT13CSH8C5PDRK2PHj+utY3jONy+fVum+5UlpU2633vvPaxZswZLlixB27ZtERkZiSNHjsDJyQkAkJ6eXmPNbhcXFxw5cgTh4eFo27YtvvnmG/z0008YPvxFK1peXh4mT54MLy8v9O7dG48ePUJkZCT8/f3l/v6IdMkz6QaUewbzxMR45ObmoHNnfpM2P78AXL9ec3UBVceyLK5ERyHxbmKTJ4EJCw+HhoYGugQFSTm6NzMsOBgx589j5+bNKCouhpeHB2+x3EhIQJtX9GBSFh3atUO7tm3x6+bNfIeikjiOw+wFC/Db5s3YtG4dPnj3Xb5D4sWw4GBEPb+x892SJZRwE6LG0jMykHjrlsyTbnc3t1pzcTEMAw8evzu8KaVNugFg2rRpSElJQWlpKaKjo9G1a1fJc9u2bUN4eHiN8t26dcO1a9dQWlqK5OTkWi3Yq1evRmpqKkpLS5GZmYnjx48jMDBQHm+FyBgl3Q137lwEtLS04OcX8PrCMuTnF4Bnz54hPv4Gr3Eom7CICHTs0EEuM+c3xdBBg2BuZobft23jZf8cxyE2Ph5tlHyZJ6DyC8hHEybgyIkTSK12k5lIx/++/Rarf/kF6374AeNHjeI7HF5ZmJtDR0dHsnY3IUQ9nY6IAAD0kHHSvWjevBoTZEuGtixaJNP9ypJSJ92ENBQfSXdqarJSLlkRFRWB9u39eRvPXaVNm3bQ1NTElSsXeY1DngQCAfzad0LLFi2bNBaNZVmciYxUqK7lL9PW1sbYDz/EH3/9xcsKDw8ePkReXp7Sr61c5YN33oGhoSE28nQTQ1Ut++EHfLtyJVZ++y0+njyZ73B4xzAMHOzskEZJNyFqLSwiAj7e3jJfNaNqaIuPtze0tbTg4+ODvXv31pjLS9lQ0k3UQk6O/JPu0tJSPHlS97rxiorjOERFRfI+nhuonA2ydWtftRrXzTAMhEIhhALhK5c/rE/MjRvIzcuT+R3oNzVp7FiIcnKwNzRU7vuOjY8HAJVo6QYq1zod/f772Lx9O8rKyvgORyWsXrcOC5cswZKFCzHn+Qy6BHB0cKCkmxA1xnEcwiIi0KNaz2JZGhYcjOuRkUiJi8P1q1eVOuEGKOkmaqC8vBx5eXlyTbpdXConnVG2Lua3b99EdnYW7+O5q/j7B6pVS/ebOh0ZCV1dXQT4+fEdyit5uLmhW+fOvLTOxsbFwcTEBA729nLft6xMnTABTzIzsf/QIb5DUUp7Q0PRJigIupaWsPf0xKwFCzBv1ix8OXcu36EpFEd7e6Q9eMB3GIQQnty7fx9pDx6gZ/fufIeilCjpJiovNzcHAOSadDs6OgMAkpOVK+k+dy4CGhoa6NhRMSbh8vMLQHLyPWRnZ/EdilywLIsHD5KRkZ3RpKEJYeHh6BIYyMva6o01Zdw4RJw7h9tJSXLdb9V47qb0JFBU3l5e6BIUhN+2bOE7FKWzNzQUw0NCEJeQgJLSUsmMuR18fVXqd0QaHOzs8ODRI77DIITwJCwiAkKhEN06deI7FKVESTdReSJRNgD5Jt16enqwsbFVupbuc+ci4OvbQWGWUvL3r5zIUF1auzmOw6P0B8jKyWr0kmFlZWWIPH9e4buWV+FrQrXYuDiV6Vpe3dTx43EmMhK37tzhOxSlsnjFCskEPVUYhsE3333HY1SKydHBAekZGTSMgRA1FRYRAb927WBkZMR3KEqJkm6i8qqSbjMz+SXdgPLNYF45njtCYbqWA4CDgyOsrW3UJulmGAY21nYwNzFvdCvb5ehoFBcXK/QkatXp6OhgzMiR2LZzJ0pLS+Wyz6KiIty9f18llgt72fDBg2Fhbo4N1NrdKHeSkmrd4OI4Tu49MJSBo7195Y3BOtbPJYSoNpZlcVoO63OrMkq6icrjo6UbUL6k++7dJDx5kqEQk6hVYRgG/v6BajOZmkAggLNTczSzatbo2cvDwsNhYmIC3zZtZBSd9FVNqLbv4EG57C8uIQEcx6lkS7e2tjbGjxqFbX/9heLiYr7DURr1rgXr7s5TRIrL0cEBAGgyNULU0I34eIhycmg89xugpJuoPJEoGwKBACYmJnLdr7Il3VFRERAIBAgIUKyxOn5+AYiOvgyxWMx3KArtdGQkunfuDKFQyHcoDebp7o6unTphw9atctnfjYQECIVCeHt5yWV/8jZl3Djk5+dj9759fIeiNKrWgq0iWQt23jweo1JMDnZ2AEBrdROihk5HRkJHRweB/v58h6K0KOkmKk8kyoaZmXmT1j1+E87OrsjISFeaVqdz5yLQpo3ijdXx8wtAUVEREhPj+Q5FYRUVFeHC5ctK2e1ryrhxCD97Fnfk0J03Ni4OHm5u0NHRkfm++ODq4oI+PXvi102b+A5FaQwLDsZfz7vka2hooLW3N/bu3ImhgwbxHJni0dPTg7mZGbV0E6KGwsLD0TkwUGX/fsoDJd1E5YlE8l2ju0rVsmFpaSly33djKeJ47iq+vh0gFArVYly3WCzGxcuRiLsT16iW/XMXLqC8vFxpJlGrblhwMMxMTfH7H3/IfF9VM5ersqkTJuBydDSuxcTwHYrS8GjRAgBw7vhxxJw/Twn3K9Ba3YSon/LyckSeP6+UN/YVCSXdROXxlXQ7O1cm3cqwbFhKSjIePXqokEm3np4efHzaqM247qY4HRkJG2treHl48B1Ko8lrQjWWZXEjIQGtVTzpHtCnD+zt7Gj5sEaIT0wEALT09OQ5EsVHa3UTon4uR0ejsLCQku43REk3UXl8Jd3W1jbQ0dFRinHdUVERYBgGgYFd+A6lTn5+gWrR0i0QCNDeNwBerl6NGg4RFhGBHl27Ku26wpPGjkW2SIT9hw7JbB8pqal4+vSpyrd0a2hoYNKYMdi5ezfy8/P5DkcpxCUmwsXZGYaGhnyHovAc7e1prW5C1EzVRK3t2rblOxSlRkk3UXkiUTYsLCzlvl+BQAAnJxelSLrPnYuAj08buU8211B+fgFISrqNnJwcvkORKYZhoKmpBQ0NjQYn0Lm5ubgWE6PUM4p6eXigS1AQNspwze7Y+Mo5AVRxubCXTRwzBqWlpdixaxffoSiF+MREtFLRyfWkzcHenrqXE6JmwiIilG6iVkVESTdReTk5/LR0A8ozg3lUVIRCLRX2Mn//QADA1auXeI5E8YSfOweO45S+29fksWNxOiICSXfvyqT+2Lg4WJibw9bGRib1K5JmtrYYPGAAft28udYa1KS2+Js30aplS77DUAqO9vYoKCigXhSEqAllnqhV0VDSTVRednYWzMwo6a7PgwdpSE1NUcjx3FVcXFxhbm6h8l3MWZbFo8dpyBRlgmXZBr3mdEQEXJ2d4eToKOPoZOudIUNgamIiswnVYuPj0cbHR2m74DfWRxMmIOHmTURdVO1z5k3l5eXh4aNH1NLdQI729gBorW5C1IUyT9SqaCjpJlIVGroXQUFtYGmpi6CgNggN3ctrPM+ePUNRURHvLd2K3Np07lwEACAoSDHHcwOV3a79/QNVfjI1juPw4GEKnoieNPh3JiwiQqm7llepmlBt644dMplQTR1mLq+uR7duaOHqSsuHvUb8zZsAAB9vb54jUQ6ODg4AQJOpEaImwiIiYGtjo5QTtSoaSrqJ1ISG7kVIyHAkJMShtLQECQlxCAkZzmvinZMjAgDekm4XF1c8e/YMmZlPeNl/Q0RFRaBly1a8fUYN5ecXgOjoSw1uAVZGDMPAytIGpsamDWqRfZyejpu3b6NH165yiE72qiZUO3D4sFTrLSgoQHJKilol3QKBAFMnTMB/Bw4gKzub73AUVnxiIjQ0NODh5sZ3KErBxtoaGhoaNJkaIWpC2SdqVSSUdBOpWbFiMRiGkbTQcRwHhmGwYsUS3mISiSq/bPLZ0g1AobuYnzun2OO5q/j5BaCgoAC3b9/kOxSZEQgEcHVxh721fYNmLz8TGQkAKtPtq6WnJzoHBkp9QrW450tCqcMkatWNHTkSDMNg644dfIeisOITE+HeogW0tLT4DkUpCIVC2DVrRt3LCVEDOTk5uB4bqxK96RQBJd1EapKS7tTqEstxHJKSbvMUEf9Jt5OTCwDFXas7Pf0x7t+/q9Djuau0a+cHgUCg8uO6GyMsIgI+3t6wspT/7PyyMnnsWISFh+PuvXtSqzM2Lg4aGhpq1z3O3NwcI4YOxYYtW1S6h8iboEnUGo/W6iZEPZw5e1YlJmpVFJR0E6lxc3OvtY1hGLi78/dFl++kW19fH1ZW1grb0l01nrtTJ8XvnmxoaIiWLVup/LjuhuI4TtLtS5XIYkK12Ph4eHl4qGVr5tQJE3A/JQUnT5/mOxSFw3Ec4hIS4ENJd6M40rJhhKiFsPBwtHB1lczlQN4MJd1Eaj77bE6Nx1VdzefNW8RTRJVJt5aWFgwMDHiLQZFnMI+KioC7uyesrKz5DqVB/P0DVbqlWywW48rVKCQkJUAsFr+y7P3kZKQ9eKBy3b50dXUx+oMPsHXHDpSVlUmlzti4OLUaz11doL8/Wrdqhd+2bOE7FIWT8eQJcnJzqaW7kRzs7WlMNyFq4HRkpMp9x+ATJd1EarS0tAEABgaGYBgG3t6tsXPnXgwaNJS3mESiyjW6+ZwAQpGT7nPnIpSia3kVP78A3LqVqNJrxIpZMVju9V2BwyIiIBAI0DUoSA5RydeksWORlZ0tlQnVxGIx4hIT1W48dxWGYTB1/HgcOHwYLf38oGtpiTZBQdgbGsp3aLyLfz7Wn5YLaxxHe3s8fPTotTcGCSHK69Hjx7idlERdy6WIkm4iNUePHoS3tw8WLFgMHR0dnDt3jdeEG3iRdPNJUZPuzMwnuHPnllJMolbF3z8QHMchOvoy36HIhEAggG8bf3i4eLx2IrXTERHwa9cOxsbGcopOfry9vNApIEAqE6rdu38fxcXFatvSDQBGhobgOA43b99GSWkp4hISMDwkRO0T7/jEROjq6sLF2ZnvUJSKo709KioqkPFEcVflIIS8mbDwcADAWyo2hI1PlHQTqaioqMCJE0fQr98guLt74tmzZ3j4kP+JVhQh6XZxccXjx49QUlLCaxwvi4qqnPlamVq6mzd3g4mJqcp2MWcYBtraOtDS1Hpl7wyWZVW+29fksWNx6swZ3Lv/ZjesYuPjAajfzOXVfb92bY3HVStLLFmxgqeIFENcYiK8PT0hFAr5DkWp0FrdhKi+sIgItG3dGhbm5nyHojIo6SZSceXKReTm5qBv38qkGwCvs5ZXycnhP+muWjYsLS2F1zhedu5cBFxdW8DWthnfoTSYQCBAhw4d1X4ytYSbN5GVna1yk6hV9+7QoTAxMcGm7dvfqJ7YuDjYWFur1AzvjXUnKanWNo7jcLuO7eokPjGRxnM3gYOdHQDQuG5CVFTVRK3UtVy6KOkmUnH06EFYWFiifXs/ODg4QkdHB3fu3OI7LIhE2TAzU4ykW9GWDYuKUq7x3FWqJlN7eXk6VcCyLNIzHiE7N/uVSzyFhYdDW1sbQR07yjE6+dLV1cXo99/Hlj//fKMJ1WLj49W6azkAuLu51eo5wTAMPNxrrzihLliWRcKtW5R0N4GxsTEMDQ2VZgbzvaGhaBMURPMZENJAd+7exaPHjynpljJKuolUHD16EH36DIBQKIRQKESLFu4Kk3Tz3dJta9sMWlpaCjWuWyTKRmJivFKN567i5xeAvLxc3L17h+9QpI7jOKSm3UN6VvorbyqERUQgqGNH6OrqyjE6+Zs0diwys7IQeuRIk+u4kZCg1l3LAWDRvHmSLuVVOI6Dmakpnj59ymNk/ElJTUVxcTFNotYEDMMozVrde0NDMTwkBHEJCTSfQT3opgR5WVh4ODQ0NNBFBSdq5RMl3eSN3b9/D7dv30S/foMk29zdPZGUxG/SzXGcQiTdAoEATk4uCpV0nz9/FoByjeeu0qFDRzAMg8uXVW9cN8MwsDC3gomhSb1juisqKhARFaUWd6BbtWyJoI4dsXHr1ia9Pjc3F2kPHqh9S/ew4GDs2bEDrb29oaOtjTatWuHTKVNwOToavp074/LVq3yHKHdxz2cu9/H25jkS5aQsa3UvXrFCsnwpQPMZvEweNyUoqVc+YRER6NihA6/L7aoiSrrJGzt27BC0tLTw1lu9JNtatPDgvaW7qKgIpaWlvCfdgOLNYH7uXAScnJzh4ODIdyiNZmxsDA8PL1y5onrjugUCAVo094SDrUO9s5dfvXYNT58+Venx3NVNHjsWJ8+cwf3k5Ea/9kZCAgCgtZon3UBl4h1z/jyeZWUh5vx5/LRyJWLOnYOZqSk69e6NFatWqdUSUPGJiTA1MYGtjQ3foSglRwcHpUi67yQl1eo1xHEcbiQkYMuff6KgoICnyBRDXTclAGDK9OlYtHQp1vzyC/7YuRMHDh9GZFQU4hIS8PDRIxQWFjZoiBf1NFA+YrEYZyIj1eLGvrxpvMmLly9fjvnz5+PYsWPo27evtGIiSubYsYPo3Lk7DA0NJdvc3T2RkZGO/Px83pY0EomyAUBhku7z5yP5DkMiKipCKbuWV6ka162OTkdGwtDQEH7t2/Mdily8O3Qops+bh03bt2PZokWNem1sXBy0tLTg4eYmo+iUW4vmzRF18iQWLVuGBYsX48Tp09i+YQPsn0+UpcqqJlF71SoBpH4OdnbYc+AA32G8lrubG+ISEmokiAzDQF9PDxM/+QQfz56NIQMHInjgQLwzaNBrl2pUNXXdlAAAUU4ONm3fjrz8fBQXF9f5Wg0NDZiamMDE2BimJiaSH5Nq///p11/r7WkwLDhYpu+NNE3MjRvIzctT6dVR+PJGV5e///4bHMdhwYIF0oqHKJmCggKcOxdRo2s5AIWYwVyRkm4Xl8qWbkWY/Cs3NxdxcbFK2bW8ip9fABIS4tRyPGpYRAS6deoEDY03umeqNPT09DDqvfew5c8/UV5e3qjXxsbHw9vLC5qamjKKTvlpampi2aJFOH3oEO7cvYvWgYFq0QoVl5hI47nfgKO9PbJFonoTMkVRNZ9BlaoEcPvGjUhLTMTX8+cjNi4OI8eOhZO3Nz7/8kvEPe8how7qm2SxdatWeHT7NooyMlCSlYWMu3dxKzoaF06dwpH//sNfmzdj7XffYfpHHyG4f3/4eHtDX18fT7KycOnqVfz9339Y+sMPePj4cZ09DdR95QRFFhYRAT09PQT4+fEdisp5o6T77bffhqWlJeLi4mBlZSX5sbS0hJWVlbRiJAosLOw4Kioq0LfvwBrbW7SonBWXku5Kzs6uKCoqQnZ2Ft+h4OLFc+A4TulbulmWxfXrqjUWVSwWI/raBSTeS6yzq++zZ88QdfGi2nQtrzJ53Dg8yczEwaNHG/U6mrm84bp36YLYqCi81bUrhoeEYMr06SgqKuI7LJkoKyvD7aQkGs/9BqrW6lb0ZcOGBQdjycKFAAAtLS209vbG3p07MXTQINjb2eGLmTMRd/Eiju7fj+HBwdi6YwdaBwbCt3NnrPnlFzzJzOT5HchWfTclFs2bJ9mmra0NaysreLi5IcDfH/1698YH776LaZMmYeHnn+OHpUuxad067NmxA6cPHcK1s2eRHBeHvAcP4OPtTSsnKJmw8HB0CQyElpYW36GonDdKuletWoXs7GwMGTIEmZmZkp+srCxkqviFilQ6evQgWrZsBScn5xrbDQwMYG/vwOtkalVJt5mZOW8xVFGkZcPOnYuAnZ09nJ1d+A6lyTw8vGBkZKSSXczLK8rrTLj3hoaiVceOKC0txa+bN6tFa2QVH29vBPr7Y8OWLQ1+TUVFBeITEynpbgRzc3P89+ef2PjTT9ixaxfad+2K67GxfIcldXfu3kVFRQUtF/YGHO3tAUApZjBvZmsLhmFQ8OgRYs6fx9BBNXvmMQyDtq1bY+333+PxnTs48M8/cHV2xtz//Q92Hh4Y+O67+HffPpSUlPD0DmRnWHAwxoWEgGEY6Ghr17gpIQ1fz5//2qRe0anTRHClpaU4e+ECdS2XkTdKupcvXw4AmDBhglSCIcpFLBbjxIkjtbqWV3Fz8+R1MjWRKBt6enrQ09PjLYYqTk6VCa4iTKZ27lzleG5lHssoEAjQvr0/Ll9WrcnUBAIBWrdqDzcntxpjC6smo7mfkgIAuHv/vtpNRjN53DicOH0ayc8/g9e5c/cuSktL1X65sMZiGAaTxo5FdGQk9PT00LFHD/z488+vXDde2cQ/n7mcupc3nV2zZmAYRuFbuoHK66WjgwO0tbVfW1ZLSwvB/ftjz44dSL9zBz+vXAlRTg5GjBkDGzc3TJk+HecvXVKIoWLSoqeri5aenpJJFqWVcAMvVk4wNalckUPaSb2sqdtEcJeuXsWzZ89oEjUZoTHdpMmuXLmInBwR+vatL+nmdwZzRVgurIqhoSEsLCx5T7oLCgoQG3tNqcdzV/Hzq5xMTZW+/DAMAz09feho69S4KVI1w2wVdVz2ZsTQoTA2Nsam7dsbVD42Lg4AqKW7iTzd3XHh1Cl8NnUq5ixciL5DhyI9I4PvsKQiLjERds2awdTUlO9QlJaWlhZsrK2VoqX7XnIymrs0vmeXubk5Ppo4ERfCwnArOhqfTJqEY6dOoVOvXnBr2xZLVqxAckqK0reE3r1/Hy1cXWVW/7DgYHw8aRLsmjWTelIva+q25FxYeDjMTE3RtnVrvkNRSVId0101lpvGdKuHo0cPwtzcAh06+Nf5vLu7J+7dS0JFRYWcI6uUk6M4STegGMuGXbwYBZZllXo8dxU/vwBkZ2cpRJd9Watv2Rt1moxGT08PISNGNHhCtRsJCbC3s4OZmZkcolNN2tra+GHpUpzYvx9xiYloHRiIQ40cV6+I4mkSNalQlrW6pZFUeri54dv//Q/JcXE4c/gwugQFYeVPP8G1dWulbwm9e/8+3Jo3l+k+HB0c8Dg9vdGTYfJN3f72hkVE4K2uXdVuFn95keqY7qqx3DSmWz0cPXoQffoMgFAorPN5d3dPlJeXIyWl8evrSoNIlA0zM0q6q4uKioC1tQ1atFD+JZQ6dOgIACo1rptlWWRmpiMnP6dGd173Opa8UsfJaCaPG4eMJ09w6Nix15aNjYujVm4p6dWjB25cuIAAPz8Meu89fDJ7Np49e8Z3WE1WtVwYeTPKsFY3x3G4l5wstZZcgUCA7l26YOuvvyIjKQkOz8e2K2tLaHl5OVLS0mTa0g1U3qBhWRaP09Nluh9pq292d1X821tYWIhLV69S13IZksqtjH///RcZGRk4ePAgDh06RAm3GkhOvo9btxLrHc8N8L9smEiUDQsLS172XRdFSLpVYTx3FXNzc7Ro4a5S47o5jsP9lCQ8evKoxt31aRMnAoDkuCnjZDTS0LpVKwT4+WHj1q2vLRsbH4/WlHRLjaWFBUJ37cK6H37A5j//hF/37kq5tFJRURHup6RQ0i0FDnZ2eKDgSXe2SISCgoImdS9/HX19fWRl1V6RRJlaQlNSUyEWi2WfdD+f7V7Rb9K8rCGzu6uKyKgoVFRUUNItQ1JJuv/++2907twZhw8fRmhoKDp37ox//vlHGlUTBXXs2CFoamqiR4/e9ZaxtW0GAwMD3mYwV6Qx3UDlWt2PHj1EaWkpL/svKirC9etXVWI8dxV//0Bcvao6Ld0Mw8DM1BxGBkY1bozcT0mBnp4evL28ZDLDrDKZPG4cjoeFISU1td4y2SIRHqenU0u3lDEMg48nT8aV8HAwDAO/7t2xbsMGpZpXIeHmTQCADyXdb6yqe7kiH/979ytvdMsqqVT2ltC7Mv58qjjY2QFQjtnuqxsWHIx3hwyBhobG8zlX9FT2b29YRATs7ezg1qIF36GoLA1pVLJixQpcuXJFMilJbm4uunfvjvfff18a1ddr/fr1WLlyJdLT0+Ht7Y01a9agS5cu9ZaPiIjArFmzkJCQgGbNmmHu3LmYOnVqjTJ79uzBV199hXv37qF58+ZYunQphg4d2ujYysoqf14mEAAaGjXL1YdhAE3NppUtLwfq+zv48hDrV5Wtr94jR44iKOhtaGsb1oir+rJ+FRUMmjdvhZs3k+qMvWZZ4FWT4zamrKZmZdzZ2VkwNbV85edWVbYx9QKAWFz505iydnbNwXEauHcvVbKOOVD5+1A1fOZ19dZVlmVf/L5VH4bzctlz5y6gooJBx47dan0m1cuybO3fkeqEwsofRSjr5xeAXbt2Ii+vuN5Z6qvXy3GVv8P1qX5+yqos8KpzWQBXF2/kaiZLxlTl5hZh49admDRmEr7/5psapcvLZXONkFVZoOa53JiyVefnkAFDMf2Lr7Bhyw4sfr7+7stlr8XEA9CEl2frOj+Tpp73TblG1Hd+NuZ68qbXCGmXbenZElEnwrFg8WJ8+vkCbP5zF0pLS3E/ORluLVrgf/M+x7tDKr+U8n2NAGqenzFxtwFoobmLh+R3o7HXiKrPgeNefc7J5hqhGN8jGKay9bKkpATZIhFMjC0U5hpR3a07KQA0Yd/Mucb26mXrOkcbet4vmLMA748dWW2yLQ1wHIMFcxa89trTlO8R9WnquXznbjK0tAxgbWVfZ7xNrffl81NLywCmJla4n5qOsjLZnvdVn1lTrxEv09ExQrs27fD59E/w7ujRcLR3kMl5z/c1IiwiAj27dUN5ef09Ifn4HsFWVDs/n2+T5jWiqWVfvkY0hFSSbpZlYWBgIHlsYGAg8+VFdu3ahRkzZmD9+vXo1KkTNmzYgH79+iExMRGOjo61yicnJ6N///6YNGkSduzYgaioKEybNg2WlpYYPnw4AODChQt477338M0332Do0KHYt28fRowYgXPnzqFjx46Niu/HH4G6VqdwcwM+/PDF45Ur6z/JnJ2BsWNfPF6zBigurrtss2bA5MkvHv/yC5CXV3dZMzOgb98Xj7duBbKz6y5rbAx8/PGLxzt2ACkppTh7Ngg9evTGDz+8eE5PD5gx48Xj3buBiorPER6eV6McUPnL+vnnLx7v2QPcu1d3DABQfYL80FDg1isaz+fMATQ0WOTkiJCR0b7WvqubPh3Q16/8/6lTwLVr9ZedNg0wMan8f3g4cOlS/WUnTQIsn/dsP38eOHsWyM9vA2ABVq0SoPpN5bFjK48fAFy5Apw+XX+9H34IODlV/v/6deDECYDjGDx7ZgBdXUZyAQCAd9+t/H0DgIQEYNUqAXR1l+LgQS8cPFiz3qFDgap5hW7fBvbtqz+GgQOBqokt790D/v23/rK9ewMdOlT+/8EDYOfO+sv26AEEBFT+PyMD2Lat/rJdulT++PkFQCw2xfz5WXBwcKqzbMeOQM+elf/PzwfWr6+/3nbtXpwbxcXA2rX1l23duvKzACrP4Vf9nnl6AsOGvXj8qrIuTgy6d3jxeNy0+8jL/xgcNxXLftCqUdbZicXYD19c7des16r/GmHLYfK4FxebXzZqIi+/7j+ulhYcPp78ouzGrZrIyq67rIkxhxkfvyi7dYcmHqfXXVZPD5g748Vf/527NZCSWneHK01NYOHnL8ru2qOBpHsCAFrwaLEF6zbegYamBoTPv+V9veBF2R27yqGhsQj/7W8JQR1DKRbMKZP8cT10TAMxN+rv9PX59DLJNeL4KSGuXKt7DgsAmDGtTHKNCAsX4vwlITiOQ9EzE+jratdoEZs2qRxWlpXfFM6eFyL8bP31ThpbDrtmlWUvXhHi5On6y479sBzOTpVlo68LcORE/X/mR75bDne3yrJxCQLsP1R/2XeHVsDbq/Lv+s3bAvy7zwgW5j+ic2Awzl04LykXn8hgxOjvsWcHh2HBwbh7j8Ff/2rWVy36966Af4fKetMeMNi2s/6yvXqI0Smg8lt/egaD37fVX7Z7FzG6d6ksm5XNYP3vlWWPhznC1OR7rFlvIikb1FGM3j0ry+bnV55H9fFrJ0a/3pXxFhcDP/5cf9m2rVkMGVh5fpaXo9b5W11LTxYjhr04l19V1q05iw/fe1F25Vqt+r9HyPAaEeD3Yq3u3XttFega8UL4WSfo6y/DT7+Z1bhG7A3VQOKtyrJ1naMNv0YMw85Nf2Pxiq9w5+5dNLMZg85B05F40x2JN2uXrusaUR95XCOiLlXAyHA5VqzSqbPsm10japbV0voaBw7bQVyhhSEDK9C2dWVZaV8jAv0ry6ZnMNi8vf7zqL5rxMvOnu8OB3tXDBk4EM5OTvh+zVZ4efxab71+7cQY0Ley3uLiyvOzPopyjRjQJwOxcXGY9fHHCvc9gmM1UFRsDn0TARjh82vE3Bev3bkTqG8lUU1NoNq9eezaBbxq5MfXX7/4/969wPPVJeu0YMGLJL0B08wAkFL38pCQEAQFBWHFihVYvnw5OnXqhNGjR0uj6nqtWrUKEyZMwMSJE+Hl5YU1a9bAwcEBv/5a94nw22+/wdHREWvWrIGXlxcmTpyI8ePH44dq337XrFmDXr16Yf78+fD09MT8+fPRs2dPrFmzRqbvRdkkJ98Dy4prtNbWx8zMAiJRPRm9DOXn50MsFsPQ0Eju+66PkZERGEaAvLxcXvb/4EEKHB2dACj/eO4qLVu2gp6ePh4/Vq5xYg3FcRwuXL4CDzc3mFZ9UyNo7+uLwqJCJN29W+fzqQ/SYGVhUWfCTaTrzt27qHlN4QAo7kRSmVlZsKq6I0reSNU4XUVeqzsnLw9mMr52Dh4wAFcjIgAAH7z7LryUpGs5ADx89Ahmclo6z9jICPn5+XLZlzTlFxTA2tISGhoamD51KvaEhqLg6VO+w5KqM5GRAICe3bvzG4iKY7gmDMZ58OABHJ5fbKtER0fj3LlzYBgGnTp1Qvv27aUW5MvKysqgp6eHf//9t0bX7+nTpyMmJgYRzy9+1XXt2hW+vr5YW63pqqolu7i4GJqamnB0dMTMmTMxc+ZMSZnVq1djzZo1SK1n/GBpaWmNMboFBQVwcHDAkye5MDKqnfApQrewigoWjx5lwdLSEkKhoNFdPqZNm4C4uOuIjKzdLPxyl4/Q0L2YMGEkbt58WGt8tSy7fNy/n4T27T2xf/9pBAXVP4ZZnt3LAaBjx1bo23cgFi9+8YX0zbuXs8jNrexKX32Zh+plCwufwcXFGl9/vQKTJk17Zb2K0B20MWUHDOgJY2MLbNu267VlFb17uVgsRtyNS3iWl4O3uwbi3KXz6DPkXRzdsxfd6xg6I8uuo4ravbxK1759YWpqigN//12rrG+nbmjXth1+Xb26znrl272cRVZuLixNTWucn8rcvbz6+Wlsb4+yspfnqRBDR1sTRU+eKMQ1ovr56fz/9u48PKry7B/498xkT2CyrzOThCSTQAj7FsCl2iJuiLjWgmKVFouiRVuxywtYq2jfn9airdVarUKtvhVbrAqiIojsaIAshCQzyUw2yEb2dc75/ZHMlJCFLDNzzky+n+vi0kzOnHNnzpxk7vM8z31PnowfLl+O/7mgENLwp5d3n9Pw4BBYrQOPXShp6uhItr3Ude/lJSEoJgabN27E6vtWK+53BABcce21SElKwl9eemnAbfu7Rkdy3WvT0vDD5Svxq58PXGRLadPLU2fMxrXfW9xn6dJo99vf9fnI+vXYf/Agju3d6+Tp5d3nM0wTAlEc+PocynUviiKCdTr87jcb8dDqVd2f8Sel44H7VuPJC4dQLyD354jhbisIwEM/ewT7vv4auUePKu5zhGi1oqqqChEJCVD1bKS06eW1tQ2IiAhBfX19v7mfzYiml8fHxyMkJARTp07F1KlTMW3aNEydOhVz587FH//4R6xdu3Ykux2y6upqWK1WREVF9Xo8KioKlZWV/T6nsrKy3+27urpQXV2NmJiYAbcZaJ8A8Mwzz2DTpk19Hq+vr4Iotg31R3Kpri4RTU31UKslqNXDm+xgtVrx+ec7cPvtd6Gp6dJV6mNjwwF04tSpQwP283YGk6l7/oivrzCkOF1h586PcPasGX/+8//Dnj3/wdq1j2Lx4utHvV9RFNHeXo+mJmnA3ooHD36Nzs5mTJs2STGvh6NMmZKBf/7zXTQ2nnX7quxWqxWNjbVoa21CVV0t/vcPf8CktCRMnTYJ55tq5Q5PUb5/+1I8+sQTOJV/yl6kB+i+KZt3Jhd33HazIl4zURTR0t6E84Ncn+4saYIWp/Pz+1T4nTBhAs7Vyv/6X6imthZnz5UiITFuVO8NURRR39QESfLMczocsdHROF1YiLpGZZ1rm6LiM7ji8nmDnm9HXaMJ8fHIOZ2tiN87Q9HV1YViswlxcREuiTkiQgNLqdHpx3Lk9Vl59iw6O5sRHKqx/z77wR2347U3X8XqVfcMWEvG3ezeswdXXnaZ4n5nA91Jd0tHE87XV0HlNaK01ekahzjzYUTRG41GZGVlISsrC99++y3++c9/ory8HAAGzfAd7eIP2Lb+iMPZ/uLHh7vPJ554AuvWrbN/bRvpjoiIcOlrMRydnSKamwWEhkYMO+k+fPgAamtrcfPNdyA0NPKS20+fPh4qlQqVlWeHtL2jdHZ2346dMMHg0uMOZMeO7fjJT+63f52ffxo/+cn9eOut/8OSJcsGeealiaIIQRD6jHRf6MSJEwgJCUVm5uUe9yHxssuuwp/+tAXNzW090+fdlyRJmDVjPmpKLWiqb8Bne/bgzy++iKiwMLlDU5z7V6zAht/+Fv/+97/x5K9+ZX/8VE4OOjs7sWDOHESGhsoYYTfb9XnxSLenePIXv8Btd999QSGp7vfxk7/4hSJe/wvl9SzQmz979qhi8/RzOhyJ8fGorq5W3LkGuj+P1dTUYGp6+qDxOep8pqel4ZusLEW+Fv0pMpnQ1dWFaRkZLol5osGAhsZG+KrV0Gg0TjuOI69PY0+xoSkTJ9pfo8cffhivvfEGPtm5Ew/cf/9gT3cLJWYziktKcP1vfqPI965otUKwWhEREWEf6VYaP7/+ayJcbERJd0JCAhISErB06VL7YwcPHsQ999yDZ599diS7HJbw8HCo1eo+I9Dnzp3rM1JtEx0d3e/2Xl5eCOv5QDvQNgPtEwB8fX3h20/FNJVKpdg/xipV980FQRh+jLt2fYSwsHDMmZM5pOcGBAQgPj4RhYVnXPp61NV1360LDx84EXWl5577TZ8PpYIg4LnnnsLSpbeOev+CIAz6njtwYB/mz78MXgq9Szgac+fOBwAcP34ECQmO78XqauPGadDmX4uXXnseoSEhWH7HHYp4DyvNuHHjsPz22/HXrVux8Re/sL+3bb2jp2VkKOZ1u9T16c5uXboU72/diic3b0Zufj46Ozvx+ksv4ZabbpI7tD5yT5+Gt7c3UlNSRn0uPPmcDodep0Pu6dOKfB1MPcsCDUlJl4zPEeczNSUF/3j//Z7PV8qfdWU0mQAM7fVxhISeIsdlFRX2bkfO4qjr09aHPjE+3r6vxIQE3HLTTXjxT3/CA/ffr8j3/nDs+eorCIKAqy5X6KBMz00UJf++HWpcDos+MzMTL774Ip566ilH7XJAPj4+mDlzJnbv3t3r8d27d2P+/PkDxnfx9p9++ilmzZoF7547JwNtM9A+x6JPPvkQixZdB7VtIcwQGAxpOHPGtb26a2qqodFo7OdWbgUFZ/r0MpUkCQUF+U4/dltbG44ePYQFCzynP/eFIiIikZAwAUeOHJQ7FIdpamrCm3/fhh/dey/8/f3lDkexfnTvvaiorMRHu3bZHzuRnY14vd6pIynU27IlS5B14ACKs7MBuHbG23Ccys3FxNRUxfxd8AS6uDjFFlKz9aBOSnTNzVhDcjKamppQefasS443WoVGY3c9o4tqNDmLXvvfavfuosRiwbhx4/r8PVm3Zg0Kiop6/e1xV1/s3YsZ06YhVIGj3J5mREl35wAr/VNSUpDTM8rgbOvWrcNf/vIX/PWvf0VeXh5++tOfwmw22/tuP/HEE70qqK9evRolJSVYt24d8vLy8Ne//hWvv/46HnvsMfs2Dz/8MD799FM8++yzOH36NJ599ll89tlneOTCPlhjWHGxCXl5Obj22huH9byUlFRZku7Q0PBLb+giKSmGfu98T5iQ7PRjHz9+BO3t7Vi40DOTbgCYMycTR48ekjuMUZMkCdXV5/DBJx+gpbUVP/GAqWvONG3KFMyeMQOvvvGG/bETp05h6uTJMkY1dsXGxGBCQgK+OnDg0hvLIDs3F5NtvRHJIfQ6HSoqK9ExWPUlmRSZTAgJDnZZMmFI7v57fmaArgpKU2g0YkJCwrAGUUYjJjoaarUa5lL36TZitlgQr9P1+fw2b84cZM6Zg+dfekmmyBxDkiR7f25yvhEl3YGBgZg2bRruvfdevPjii9i3bx8KCwuxZcsWLFq0yNEx9uuOO+7A73//ezz55JOYNm0a9u3bh48//hjxPU2MKyoqYDab7dsnJibi448/xpdffolp06bhN7/5Df7whz/Ye3QDwPz58/GPf/wDb7zxBqZMmYI333wT77777rB7dHuqnTv/A29vb1x11fDOscGQhuJiY68q785WU1Pdp1q6nNav39CrPoDtv01NDTh7duBCfY6wf/9eaDQaZGRMdepx5DR79jycOPEN2tqUWbxwqERRREFRHrLzs3HLkpugvaBAGPXvxz/8IT7Zvds+enIiO5tJt4wWZmZi/yHl3QCTJAnZeXmYPGmS3KF4FL1WC0mSUNZT10dJCo1Gl41yA8CEhASoVCq3SboLioqQPGGCy46nVquhjYtzq6S7pCfp7s+6Bx/El199hW9PnHBxVI6Tl5+PyrNnmXS7yIiS7i+++AKrVq2Ct7c3tm3bhmuvvRYGgwFbtmxBR0cHfvnLX+Ldd99FXl6eo+Pt5Sc/+QmKi4vR3t6O48eP4/LLL7d/780338SXX37Za/srrrgC33zzDdrb22Eymeyj4he69dZbcfr06e4KuHl5WLZsdEWuPMknn3yIhQuvGPbUQYMhDaIowmQqclJkfSkt6V6yZBm2bn0f6elT4Ovrh/T0KXj22RfR1dWFxYsvh8VivvRORujrr/di3ryFLrubLYfZs+ehs7MTJ058K3coo1ZqscBUbMIDP7xP7lDcwh3LliEoKAivv/UWKs+exbmqKkzNyJA7rDFrYWYmsk6eHHI1V1cpKy9HfX09k24Hs01NVmIiVWg0ujSp9PHxQWJ8vNsk3a5+fYDumzTuNr3cNi3+YktvuAHxej1eePllF0flOJ9/+SV8fHywMDNT7lDGhBEl3QsXLsSaNWvw6quv4siRI2hsbEROTg62bduGqVOn4vjx43jkkUcwmaMNHqOxsRH793+JxYuHN7Uc6E66Abh0irnSkm6gO/E+cCALVVWtOHAgCw88sBY7d36Frq5OLF58GQoLCxx+zI6ODhw+fMCjp5YDQEbGVPj5+bn9FHO1Wo133v07rB1WzJ87T+5w3EJQUBB+cPvt+Mtbb+H4t903XTjSLZ/L5s+HKIo4dPSo3KH0Yiuwl8Gk26Fs7fosCky6i0wml450A91TzN0h6bZarTAWFyMlKcmlx9VrtYq8QTMQc2kp4nsKwF3My8sLD69ejXf++U9FzvQYis/37kXmnDke0/pM6YaVdP/iF7/AkSNH+u5EpcLEiRPx/e9/H88++yx27tyJiooKexsxcn9ffPEpOjs7sXjxDcN+blhYOEJCQsd80t2fxMQJ2LVrP/z9A7B48WXIyTnl0P1/++0xtLa2emwRNRtvb29Mnz4LR4+6dzG106dz8eWXn+HuO+92i+q3SvGjlStRXlGB21euBADcsnw5tu/YIW9QY1RqSgrCQkMVt647Oy8PQUFBLisaNVYEBAQgLDRUcYlUa2srSsvKkOzipNJdkm6zxYLOzk7Xj3TrdIp7rwykvr4e9fX1A450A8B9d98Nf39/vPzaay6MzDG6urrw5f79nFruQsNKuisqKnDDDTcgJiYGP/rRj/DRRx8Nuk53sFZb5F4++eRDpKVNQmLi8H9BC4Lg8grm7pJ0A0BsbBx27tyH6OgYXHvtFTh2rO+NrZHav38vgoKCMG3aDIftU6k8oZjan/+8BVGR0bj2e9fKHYpbsbUGamlpAdBdpZqJtzwEQVDkuu7s3Fykp6UptuWMO1NiImX7nSDHSLet/7WS2Sq7uzrp1sXFobSsDFar1aXHHYmSnmnwA410A92dGu6/+2688vrraG5udlVoDvFNVhbq6+tx9ZVXyh3KmDGsvz5vvPEGzp49i/feew/BwcF49NFHER4ejmXLluHNN99EdXW1s+IkGVmtVnz66cfDrlp+IVdWMO/q6sL583Vuk3QD3f3E//OfPTAY0rBkydXYv3+vQ/a7f/9ezJ27wCP7c19s9ux5KC21oLxcme1rLqWurg7vvrsV993/IxSXFbvFhxKl2LR5My6cF2ArWvjk5s2yxTSWLczMxKGjRwfsdCKHU7m5XM/tJEpcpytXUmlITkZnZydKzM6r0+IIhUYjvLy8Bk0onUGv1cJqtaKi0rkFZB3B9p4eqJCazdrVq1Hf0IC33nnHFWE5zOd7uwdlZs/w/EEZpRj2LV9BEHDZZZfhueeew+nTp3HkyBHMmzcPr732GuLi4nD55Zfjf//3f1Gm0L6NNHzHjh1BdXXVqJJugyENBQWn+/Sqdobz5+sgSZJbJd0AEBwcjH/961PMmjUXy5YtxqeffjKq/XV1deHw4a89fj23zezZ3Wug3XW0+623/oKuri5MnzYT7R2uq/TvCc4UFODi3yySJCG/wPF1EujSLsvMRGtrq2Kq+lqtVuSePs313E6ixF7dRUYjAgICEO3iGZfu0jas0GhEYny8y2/I25Z3KLEGwMVKLBZ4eXld8j2UEB+PW266CS+8/DJEUXRRdKP3+d69uHz+fHh7e8sdypgx6nlWEydOxM9//nN8/fXXKC0txT333IOvvvoK77jZHR8a2M6dHyI0NMye1IyEwZCGxsZGp7fHArqnlgNwu6Qb6C4K9d57/8FVVy3C979/E/71r3+OeF9ZWd+gqalpzCTdMTGx0On0OHLE/dZ1d3V14dVXX8LNN9+O2TMzkahN5DTYYTCkpPRZAy8IAlINBpkiGtumT50Kf39/xUwxLzJ2t6zkSLdzKHF6ua1dmKtrY2jj4uDn56f4pNvV7cJsbOujlfZ+6U+JxQKdVjukzi/r1qxBQVERPtq1ywWRjV5bWxu+PnSIU8tdbESf6iwDTCOKiIjAfffdh3//+9947LHHRhUYKcfOnf/BokXXjarlVEqK6yqYu3PSDQB+fn54++1/YunS27By5R3Ytu3NEe3n66/3wt/fH9Onz3JsgAo2e/Y8txzp/vjjHbBYzFi9ei3Gjw9GUEAQC6kNw4b16+1TyoHuhFuSJGxYv17myMYmHx8fzJ01SzHF1LJ72pcy6XYOvVaLhoYG1NfXyx2KXZHJJEtSqVKpkJKUpPikW452YQCg0Wgwfvx4t0i6zYP06L7YvDlzMG/2bLdpH3bg8GG0tbWxiJqLjSjpjo+PR1hYGK666ir89Kc/xd/+9jdkZWXh8OHDuPvuux0dI8nIbC5BTs6pUU0tB4CEhER4e3sz6R4ib29vvPrqW7jnnvvxwAP34s9/fmnY+9i/fy/mzVsAHx8fJ0SoTLNnZ+Lbb4+ho6ND7lCG5U9/ehHz5i3A9Okz5Q7FLS1bsgTvb92KKenp8PP1xZT0dGzftg033zi631s0cgvnzcP+gwddsqToUk7l5CA8LAyRERFyh+KRlDh6aRvploMhORlniopkOfZQWK1WFJlMLm8XZqPEGgD9GaxHd3/WPfgg9uzbp5hlNYP5fO9ehIeFISM9Xe5QxpQRJd1GoxGvv/46Lr/8chiNRvzqV7/CzJkzMX/+fHz44YeOjpFk9MknH8LLywtXXbVoVPvx9vbGhAnJLku6BUFAcHCI04/lTGq1Gr///St46KFH8bOfPYT/9/+eGfJzrVYrDh78yuNbhV1s9ux5aG9vx6lTyv+jZ3PyZBa+/nofHnjgYUiShNq6ajQ0NSgiWXEny5YsQdaBA2itqkLWgQNMuGV22fz5qK6pUcSIX3ZeHjLS0zl7xEls63SVkkh1dnai2GyWZSQXUH7bsNKyMnR0dMj2+rhLr25zaemQR7oB4OYbb0S8Xu8Wo92ff/klrrriCi5jc7ERvdoJCQlYunQpNm7ciH//+9+wWCzYv38/kpKS8Ne//tXRMZKMPvnkQyxceAU0Gs2o9+WqCuY1NdUICQkd1XR4pRAEAU899Tv84hebsGnTL7Bx4xNDSsZOnTqBhoaGMbOe22bq1Onw8fFxq3Xdr7zyB2i1Otx4480QRRFnCnJRUl7iVgVZiC42b/ZsqFQq7D8o/7WYnZuLyRMnyh2Gx4qOioKXl5diiqmZLRZYrVZZR7rNFgtaW1tlOf6lyFXZ3UaJNQAu1tHRgYrKymFVd/fy8sLa1avxzj//ifKKCidGNzr19fU4+s03nFouA4fd4sjMzMSLL76Ip556ylG7JJk1NjZi//4vsXixY0aMbBXMnc2denQPhSAIWL/+f/D008/j+ec347HHHrpkQrZ//174+flh5sw5LopSGXx9fTF16gy3WdddXV2F//u/v2PVqjX2KrLjgsYjwC9A5siIRmf8+PGYmpEh+7rutrY2FBQVcT23E6nVasTFxiomkZI7qbRVMLfFoTSFRiPUajUS4uNlOb47TC+3lJZCkqRhTS8HgPtWrIC/vz9efu01J0U2evsOHIAoiky6ZTCipHug3pspKSnIyckZVUCkHHv27EZHRwcWL77BIftLSUmDxWJGS0uLQ/Y3EE9Lum0efPCn+MMfXsVf/vJHPPDAvejq6hpw26+/3ovZs+fB19fXhREqw5w5mTh2zD2S7r/+9c9QqVS4++77AXR/eE2fNA1J+iSPmKlBY5ttXbecTp85A6vVyqTbyZSUSBWZTPD29oZumAmToyi9bVih0YgEvV62VlF6rRa1dXVoamqS5fhDYbuBNJzp5UB3obj7774br7z+Opqbm50R2qh9/uWXiNfrMUGmmSBj2YiS7sDAQEybNg333nsvXnzxRezbtw+FhYXYsmULFi0a3dpfUo5PPvkQqakTMWGCY4ptGAzdFcwLC884ZH8DqampRni4ZxbMWblyFV5//e/4v//7O1auvAPt7X37OYuiiAMHxt56bpvZs+ehuNiEc+fOyh3KoDo7O/GXv/wRd9yxHGFhYXKHQ+RwCzMzUWQyoaLS+a0iB5KdmwsAnF7uZEpap2vrQS3Xjcuw0FCEBAcrNumWq12Yjb1Xt0KWI/SnpOcG0khu3KxdvRrn6+vxlkJbJ3++dy+uvuIK1riQwYiS7i+++AKrVq2Ct7c3tm3bhmuvvRYGgwFbtmxBR0cHfvnLX+Ldd99FXk+bDnI/oihi166PRl21/EIpKakAnN82zFNHum1uvfVObNu2Hbt2fYQ777ypz8yB3Nxs1NXVjrn13DZz5mQCgOKnmP/rX/9EZWUFVq9eK3coRE6xMLP7Wvxaxn7d2Xl50Ot0GD9+vGwxjAU6rVYxSVSRySTbem6ge0mYkoupydUuzEYXFwdAOYX3+lNiNiMyIgL+/v7Dfm5CfDyWLVmCF15+WXG1Wc6eO4fs3FxOLZfJiJLuhQsXYs2aNXj11Vdx5MgRNDY2IicnB9u2bYMkSTh+/DgeeeQRTJ482dHxkoscO3YE1dVVDk26g4ODERUV7YKku8qjk24AuPbaG/F///cRDh3aj1tuuQ6NjY327+3fvxc+Pj6YPXuejBHKJy5Oi5iYWMUXU/vTn17ElVdejUmT/vt70mq1IjvnWxSaC2G1WmWMjmj0YmNiMCEhQdZ13Syi5hp6rRalZWWK+L0ld1IJKLeCuSiKsrYLA4C42FgIgqCYmRH9GW7l8outW7MGBUVF+HjXLgdGNXpf7N0LALiKSbcsHFJIrbGxEXv27MHvfvc7fPbZZ9i5cycqKipQXl7uiN2TDHbu/BAhIaEOT9xcUcHc00e6ba688mr861+7kZNzEsuX34ba2hoA3eu5Z86cM6I7tJ5AEATMnj1P0SPdR48exrFjh/sd5W5qbkRrmzKr3hIN18LMTOyXcaT7VG4u13O7gF6rRVdXFyrPyrusRxRFGIuLmXQPoLyiAm1tbbK+Pt7e3oiNiYFFwUl3icUyrMrlF8ucOxfzZs/G8wprH/b53r1InzgR0VFRcocyJo0q6f7iiy+wfPlyREdHY9OmTUi8aDpPFE+q29q58z9YtOg6e0VlR3F2BfP29nY0NjYiNNTzk24AmDs3E//5zxcoLy/FZZfNxOzZk/Dvf7+PwsIz2LFju9zhyWbOnEx8883RQYvNyemVV/6AhIQJuOaa63s9rlKpkGpIR3xsPPtnkkdYmJmJrJMne83GcZWGhgaYLRZkMOl2OqX06rYllXJOLwe6k+7qmhrU1tbKGsfFCoqKAADJMo50A8qqAdCfErN52JXLL/bTNWuwZ98+ZJ086aCoRu/zvXtx1eWXyx3GmDXsT3WlpaV46qmnkJSUhCVLlkCSJLz//vsoLy/Hpk2bnBEjuZjZXILs7JMOnVpuk5KShsLCM05b52Ib7R0LI902U6ZMw5o1j6CszIL8/O46CtXVVVi+/JYxm3jPnj0PLS0tyMk5JXcofVRUlOODD97Dj3/8UJ9CP4IgICQ4DOODxrPICXmEy+bPhyiKOHT0qMuPndNTV4Yj3c5nW6cr97pue7swmZNKWwVzW5KrFIVGI1QqFRJlahdmo+SkWxRFWMrKRjW9HACWLVkCvU6HFxQy2m00mVBcUoKrr7xS7lDGrGEl3ddddx1SUlJw8OBBPPnkkzh79iy2bduG6667Dmq1mh8SPcTOnf+Bl5cXrr76Gofv22BIQ2trK0pLnXM3vKamGsDYSroB4L33/t7r+pMkCYIgYPPmJ2WMSj7Tps2El5eXItd1/+Uvf4Kfnx+WL79X7lCInC41JQVhoaGyrOvOzsuDWq1GmsHg8mOPNRqNBuPGjZM9kSoymSAIAhJGMTXYEWzTt5U2xbzQaES8Xg8fHx9Z49DrdLLPihjIuaoqtLe3j2p6OQB4eXnh4QcewDv//CfKKyocFN3Ifb53L1QqFa5YsEDuUMasYSXdO3fuxC233IJNmzbhBz/4AQIDA50VF8lo587/YMGCy6HRaBy+b1vbMGet6x6rSbfRaIQkSb0ekyQJBQX5MkUkL39/f2RkTFPcuu62tja88cafcdddK/u9viRJwvn6OjQ2N/Y5n0TuSBAE2dZ1n8rJQUpSEvz8/Fx+7LFGEARF9OouNBqh1+ng6+sraxxBQUGIi41VXNJdUFSEZAX0Z9b3VLtXWnVvoHtqOYBRTy8HgPtWrICfnx9efu21Ue9rtD7/8kvMmj4dwcHBcocyZg0r6f7666/h7++Pq666CqmpqXjyySdRqLBfKDQ6TU1N2LfvCyxe7Pip5QCg0+nh5+fHpNvBJkyY0GemiSAIMBhSZYpIfnPmZCou6X7//X+guroKP/7xQ/1+XxRFnM4/heKyYkV+GCEaiYWZmTh09Cg6OztdetzsvDxOLXchJUwZlrtd2IUMyck4o8Dp5XIXmQO6R7o7OjpwrqpK7lD6sL2HRzu9HOieAXLfihV45fXX+7R3dSVRFPHFvn2cWi6zYSXdmZmZeO2111BZWYnHH38cn376KVJTUzFv3jxs2bIFZ2WuWkmjt2fPbnR0dDhlPTfQXSgqOdngtGJqNTXV8PLyGnM9WdeufdQ+pRzoTrglScL69Rtkjkw+s2fPQ1FRgf1GjNwkScKf/vQiFi26DikpA093DQwIgp8vR+bIc1yWmYnW1lZ8e+KES4/LdmGupdfpFLGmWwlJJaC8CuaSJKHQaJS1XZiNbRRZ7pkR/SmxWBAUFISQkBCH7G/t6tU4X1+Pt955xyH7G4ns3FxUVVezP7fMRlQeNyAgAD/84Q+xf/9+5Obm4vLLL8fTTz+N7373u46Oj1zsk08+hMGQhgkTnPdL2WBIc+pId1hY+JirL7B48fV4663/Q3r6FPj6+iE9fQq2bduOG2+8We7QZGNrd3f06GGZI+l24MBXOHkyq982YTZqtRoZk2cgJT6lT5E1Inc1fepU+Pv7u3SK+bmqKlRVV3Ok24V0cXGyJlGSJClvpLuwUDFLhSoqK9Ha2ip7kTnggqRbgcXUzBYL9Fqtwz5HJiYkYNmSJXjh5Zdlm8H2xd698PX1xfy5c2U5PnUbdU+a1NRUPPfccygtLcX27dtx/fXXX/pJpEiiKGLXro+cNsptk5Li/KR7LFqyZBkOHMhCVVUrDhzIGtMJNwAkJCQiIiJSMcXU/vSnF2EwpOHqqxfJHQqRS/n4+GDurFkuLaZ2KicHANguzIX0Wi2qa2pkm0ZbXVODhoYG5Yx0JyWhpaVFEUW0gAvahSng9QkJCUFgYKAik+4Si8UhU8sv9NM1a3CmsBAf79rl0P1eyvYdOzB1/nw8+stfwsvLC5/s3u3S41NvDmsEq1arsXTpUuzYscNRuyQXO378KKqqzjk96TYY0nD2bCXq6+sdvu+xnHRTb4IgYPbseTh2TP513WZzCf7zn39h9eq1Y24WBhEALJw3D/sPHnTZqF92bi58fX2RpIAEY6yw9eqWa4p5oYKSSuC/bcOUMsW80GiEIAiytwsDlFN4rz8lFov9vewomXPmYO6sWXjehe3Dtu/YgVuWL8epnByIoojm5mbcsnw5tjNPk43Dkm5yf5988iGCg0MwZ06mU49jq2DujMraTLrpQnPmZOLYscOwWq2yxvHaay9j3Lhx+P737x50O6vVity8kzBajLLHTORICzMzUV1T47IEJDsvD5PS0rhMw4XkXqdbZDIBACYkJMhy/IslJiRArVYrKunW63SKqeavi4tT5Ei32Qkj3YIgYN2DD2LPvn3IOnnSofseyKbNm+31fS6M48nNm11yfOqLSTfZ7dr1HyxadB28vLycepzk5O4iUs6YYl5by6Sb/mv27HloamrC6dO5ssXQ3NyMv/3tNdx99/1DarPY0Hgeza3NLoiMyHUy58yBSqXC/oOuWe7BImquFxcbC0EQ5BvpNhoRHRWFoKAgWY5/MW9vb0xISFBM0l1QVKSYWQBAT69uhSXdjY2NqDt/3uFJNwAsW7IEep0OL7hgtLu9vR25p0/320o2v6DA6cen/jHpJgCAxWLGqVMnnD61HAACAwOh1eqcUsG8pqYaoaFMuqnbjBmzoVKpZF3X/Y9/vI2Ghgb86EcPXnJblUqFlKSJ0MfooVLx1zN5jvHjx2NqRoZL1nWLoojsvDxkpKc7/Vj0Xz4+PoiOipJ1pFspRdRslFTBXEmV3YGeXt0KS7pLet67jp5eDgBeXl5Yu3o13vnnP1FRWenw/QPdSfX2HTuQPmcOurq6+nxfEASkGgbunkLOxU91BADYufM/8PLywtVXX+OS4zmrmBqnl9OFAgMDMXnyFNn6dUuShFde+QOuv/4mxMcnXHJ7QRAQFhYBzTgN136Tx7Gt63Y2s8WCpqYmjnTLQM5e3UpLKgHlJN1Kahdmo9dqca6qCq2trXKHYme7YeSMkW4AuP/uu+Hr64uXX33V4fv+JisL37n+etyyfDlSkpLwQs808otbyW5Yv97hx6ahYdJNALqT7vnzL0NwcLBLjueMtmEtLS1obW1l0k29zJ6dKVvSvWfPZ8jPz8MDDzwsy/GJlGRhZiaKTCanjfLYZOd2LydhuzDXk3PKsFJHuo3Fxejs7JQ1jrPnzqG5uVlRNyVso8mlMvd2v1CJxQK1Wo3YmBin7F+j0eD+u+/Gn15/3WFV/svKy7Fy9WrMuuIKVFVX45P338cn27fjkZ/8BO9v3Yop6enw8/XFlPR0bN+2DTff6PwZrdQ/Jt2E5uZm7Nv3BRYvdt2FaDCkwWgs7Hf6y0jV1FQDAJNu6mX27HnIz89DXV2dy4/9pz+9iMmTp2DBgsuHtL0kSWhsrEdza7NiersSOcrCzO4inV87uV/3qdxcaDQaaOPinHoc6ksXFyfLlOGGhgZUVVcrKqkEupPurq4uFJeUyBqHktqF2SixV3eJxQJtXJxTCzCuXb0a5+vr8dY774xqP83Nzdj0zDMwzJiBj3btwh+ffx4nDhzA4u99z77NsiVLkHXgAFqrqpB14AATbpkx6Sbs2bMb7e3tLlnPbWMwpKGzsxPFxSaH7ZNJN/Vn9ux5AIDjx4+49LiFhQXYtesjPPDAw0OeKi6KInLyTsBoMUIURSdHSORasTExmJCQ4PR13bYialyi4Xq26eWuvmloq1yuxJFuQP62YYVGIwDlVHYHYL8ppqSk2xmVyy+WmJCAm2+8ES+8/PKI/s6Looi3/v53pM6ciaf/3//DmlWrUJiVhdX33ef0Qsg0Oky6CZ988iFSUlKRlJTssmP+t22Y46aYM+mm/iQnpyAkJNTlxdReffUlhIWF47bb7hrW8/x8/eHj7eOkqIjktTAzE/udPNKdnZfHqeUy0et0aGtrQ3VNjUuPa0sqlTSSC3TfaAoICFBE0q3TauHv7y9rHBfy9fWVtfBef0pckHQDwLoHH8SZwkJ88umnw3reVwcOYO53voN7Vq9G5pw5yDt6FM/95jfQaDROipQciUn3GCeKInbt+silo9wAEB0dg6CgIIeu62bSTf0RBAGzZ89z6bruhoYGbNv2Bu6998fD6omqVqsxbepspCamsr8weaSFmZnIOnkSjY2NTtl/Z2cnTp85wyJqMpGrV3eh0Yjg4GCEhoa69LiX0t2RIglneqZ3y0WJReYAeQvv9afEYrG/h50pc84czJk5E88PsX2Y0WTCrStW4PLFiwEA+3buxP+99RYmKGxmBw2OSfcY9803x3Du3FmXJ92CIDi8gnlNTTX8/PwQEBDgsH2SZ5gzJxPHjh1y2ZTtrVvfQGtrK+6//wGXHI/IXVw2fz5EUcSho0edsv+CoiJ0dHRwpFsmup6ExdW9uotMJiQrNAFRQgVzpfXotlFSr+7Ozk6UV1QgXq93+rEEQcC6Bx/EF3v3IuvkyQG3q6+vx89//WtMnD0bh44exVt//jMO79mDy+bPd3qM5HhMuse4Tz75EMHBIZg71/UXsKMrmNvahXEdH11s9ux5qK+vR0FBvtOPJYoi/vznLbjpplsRG8tCTkQXSk1JQVhoqNPWdbNyubwiwsPh6+sry0i3EpNKADAkJcmadCuxXZiNXqtVzPTy0rIySJLkkunlAHDLTTdBr9PhhX5Gu7u6uvCnv/wFydOm4eXXXsMvH3sM+cePY8X3vw+Viqmbu+KZG+N27foPvve9a2UpvmAwpDk0CWKPbhrIzJlzIAiCS9Z179r1MUymohG1CRNFEafzs1FcVsxCauSRBEFw6rru7NxcREdFITwszCn7p8EJgiDLlGEltguzMSQno7SsDM3NzbIcv6q6Go2NjYq8KaGLi5Ol8F5/bO9ZvYuSbi8vL6xdvRrb3nsPk2bPhn9EBKbOn49f/+Y3mDp/PtY8+ihuWLwYZ775Bv+zfj0CAwNdEhc5D5PuMay01IKTJ7NcPrXcxmBIQ21tjX0t9mjV1lYjLCzCIfsizzJ+/HhMnJju1HXdO3Zsx/z5U/H9798Ef39/VFaWD3sfkiThfH0tGpsbFfEhhMgZFmZm4tDRo07pXcwiavJz9ZTh1tZWlJaVIVmBI7nAfyuY24q9uZoS24XZyFV4rz8lZjMAuGRNt01kRASsVivy8vPR1t6Ok9nZeOp3vwMAHNu7F2/86U+Ii411WTzkXG6ZdNfV1WHFihXQaDTQaDRYsWIFzp8/P+hzJEnCxo0bERsbC39/f1x55ZXIycnptc2VV14JQRB6/bvzzjud+JPI69NP/wO1Wo2rr75GluPbKpg7aoo5R7ppMM4sprZjx3YsX34LcnJOQRRFtLW1YfnyW7Bjx/Zh7UcQBCQlpkIbpeUyCfJYC+fNQ2trK749ccLh+z6Vk8MiajLTa7Uu7dVt6umBreSRbkC+tmGFPUm3El8fuQrv9afEYkFEeLhL6wL97x/+0OcxQRDg7eWFGdOmuSwOcg23TLrvuusuZGVlYefOndi5cyeysrKwYsWKQZ/z3HPP4fnnn8dLL72Eo0ePIjo6Gt/73vf6VFBdtWoVKioq7P/+/Oc/O/NHkdWuXR9h/vzLEBISIsvxJ0xIhkqlcljSXV1dxaSbBjRnTiZyc7PR0NAw6n11dHTAZDJi37492LbtTaxb9xMAsI9OS5IEQRCwefOTw9qvSqVCREQUQjQhXLdFHmvGtGnw9/d3+BTzlpYWFJlMyEhPd+h+aXhsU4ZdRantwmxCQ0MRFhoqX9JtNCIuNlaRRWZtU7ldXXivP+bSUpdNLbc5U1DQ5zFJkpDfz+Pk/tyui3peXh527tyJQ4cOYe7cuQCA1157DZmZmcjPz0dqamqf50iShN///vf45S9/iWXLlgEA/va3vyEqKgp///vf8eMf/9i+bUBAAKKjo13zw8iopaUF+/Z9gQ0bnpYtBl9fX8THJ3Kkm1yiqal7ynZiYjhSUydi/foNWLJkWb/b1tfXo7TUDLO5BBZLSZ//r6ysuOT0b0mSXFK4jcjd+Pj4YO6sWfjqwAGse/BBh+03Lz8fkiRxpFtmep0OFZWV6OjogI+Pj9OPV2Q0dn92i4py+rFGSs4K5kouMidX4b3+lJjNLiuiZmNIScGpnJxenycEQUCqweDSOMg13C7pPnjwIDQajT3hBoB58+ZBo9HgwIED/SbdJpMJlZWVWLRokf0xX19fXHHFFThw4ECvpHvbtm3YunUroqKicO2112LDhg0YN27cgPG0t7ejvb3d/rVtFE0URcUWQhJFEQcO7EV7ezsWLbpO1jgNhlScOZM36hgkSUJNTTVCQ8MU+7o7iyiKkCRpzP3cw7Fjx3Y8/vgjALrbguTknMLy5bdgzZpHEBUVA4ulBGZzCUpLLbBYStDQUG9/rre3N+LidNBq9UhONuDKK78LnU4PvT4eWq0ecXE6fPe785Gbe6rPH86UlNRhnRdJktDU3ICWthZYRRFqnlO3x+uzfwvmzsWf33gDVqvVYUspTvYsGUszGJz6evOcDk4bFwdJkmApLUViQoLTj1dgNCIpIQGSJI2oFoYrzmdKTwVzOd4zBUVFmJqRodj3q16rRYnF4rD4Rno+SywWXLdokUtfp1///Oe47e67IQiCfYacJEn49c9/rtjz5Wpiz3UtiiKg0NdkqOfK7ZLuyspKREZG9nk8MjISlZWVAz4HAKIuugsaFRWFkp61QADwgx/8AImJiYiOjkZ2djaeeOIJnDhxArt37x4wnmeeeQabNm3q83hVVRXa2tqG9DO5WleXiN27P0Zi4gSEhgajtvacbLHodHrs3r1r1DE0NDSgq6sLvr7esv48chBFEU1N9ZAkiVOSB/D00/9j/2MG/Hca+Msv/x5BQeMQF6dFbGwcpk+fgeuvvxFxcVr7YxERkVCr1QPuu7W1EWvWrMVPfnJ/nz+ca9asHdb70Wq14uSJ42hrakJImD98/Zw/SkTOJYoi6puaeH1eJH3yZFTX1ODg8eMOG4U78s030Ot0aOnoQEttrUP22R+e08EF9gxUnMjLQ+D48U4/Xm5+PuK0Wpwb4Tl3xfmMjY3Fh598MuIYR0qSJBQUFWHxokUuP/ZQRUdFocBodFh8IzmfkiTBbLEgJDTUpa/TwoUL8Zc//hHPb9mCIqMRSRMm4NG1a7FgwQLFni9XE63W7vNZVQWVDJ2WhuLipcoDUUz0Gzdu7Dd5vdDRo0cBoN+74rYPuoO5+PsXP2fVqlX2/588eTJSUlIwa9YsfPPNN5gxY0a/+3ziiSewbt06+9cNDQ3Q6XSIiIjAeBf8sRmJ9vYufP31Ptx++w8QGtr3BoYrTZkyHX/966sIDNTA19d3xPupr+9+w+v1E2T/mVxNFEUIgoCQkAh+AByAyWTsdwTE19cXpaXnR73/u+66F0FBGjz33G9QUHAGKSkGPP74/+DGG28e1n6sVivGjw+GuktCREgo/PyZdLs72/UZEcJ1+he69qqroFKpkJebi/mzZjlkn0aTCVMnT0ZkaKhD9jcQntPBBfn5AQCaGhqcfi4AoLS0FEtvuGHEx3LF+Zw+ZQrqzp+HGkCYC14Tm+qaGjQ0NmJqerpLzsVIJCUmIi8/32HxjeR8nquqQlt7O9JTU13+Ot1711249667XHpMdyJarRCsVkREREDl7S13OP3y6/mddymKSboffPDBS1YKT0hIwMmTJ3H27Nk+36uqquozkm1jW6NdWVmJmJgY++Pnzp0b8DkAMGPGDHh7e6OgoGDApNvX17ffZFGlUin2j3FW1reoqjqHxYtvlD3G1NRJEEURxcVGTJw48uI3tT13BCMiImX/meQgCIKi33NyS0lJRU5O3+nfBkOaw16zpUtvxdKlt45qHyqVCjOnZ6Kq2ARvLy+eTw/B67Ov4OBgTM3IwNeHDmHVypUO2WdOXh7uuesul7zOPKcDCwoKQlhoKErLypz++nR2dqLYbEZKUtKojuXs85mWkgKgu5J4RLjras8U9RSZMyQnK/a9Gq/TYdfnnzs0vuGeT1u1/QS9XrGv05jVcxNFyb9vhxqXYqIPDw9HWlraoP/8/PyQmZmJ+vp6HDlyxP7cw4cPo76+HvPnz+9337Yp4xdOE+/o6MDevXsHfA4A5OTkoLOzs1ei7u62b9+OpUuXAAAef/zhYbc0crSUlO41+KMtpmbr9c1CatSf9es39JrZYpv+vX79BpkjIxq7Fs6bh/0HDzpkX3V1dSgrL2cRNYVwVa9us8UCq9WqyHZYF7ItoXB1MTVbZXclvz62wnsX1kdyNdt7NV6vly0G8nyKSbqHauLEiVi8eDFWrVqFQ4cO4dChQ1i1ahVuuOGGXkXU0tLS8MEHHwDo/oD9yCOP4Omnn8YHH3yA7OxsrFy5EgEBAbirZ0pHUVERnnzySRw7dgzFxcX4+OOPcdttt2H69OlYsGCBLD+ro23fvh233HILzp3rXmOal5c9ol7CjhQWFo6QkFCHJd2hoWGOCIs8zJIly7B16/tIT58CX18/pKdPwbZt24c9/ZuIHGdhZiaKTCZUDFCPZTiy8/IAAJMnTRr1vmj09FqtSypSK71dmE1AQAB0Wi3O9PTMdpVCoxEx0dEICgpy6XGHw9aru6y8XLYYSiwWBAQEuHTqP409bpd0A90VxjMyMrBo0SIsWrQIU6ZMwdtvv91rm/z8fNTX/7cC8c9//nM88sgj+MlPfoJZs2ahrKwMn376qb0yuY+PDz7//HNcc801SE1Nxdq1a7Fo0SJ89tlngxZRciebNm3qtYZ9pL2EHck2xXe0SXdtbTXGjRs3qnXh5NmWLFmGAweyUFXVigMHshSZcIuiiDMFuTCXm1m5lDzewsxMAMDXDujXnZ2bCy8vL6T2TOMleeni4lzSe7nIZIK3tzd0PYmbksnRNkzJ7cJsbEm3K3u7X6zEbIZeq3VYJwWi/ihmTfdwhIaGYuvWrYNuc3HRJEEQsHHjRmzcuLHf7XU6Hfbu3euoEBXpzJkzfV4XJfQSNhjSkJ19clT7YI9u8gSSJKG2rhotPdXoiTxZbEwMJiQk4KsDB3Dr0qWj2ld2bi5SU1Jc0heaLs1V08sLjUYkxse7xeCIISkJXx8+7NJjFhQVKX72hzYuDgBk7dVtLi11eY9uGnvccqSbRsZgMPS5i9c90ty3t7krGQxpKCzMH1WS0d2jm0k3uTdBEJAQn4zYyFjecacxYWFmJvY7YqQ7L4/ruRVEr9WioaGh14xDZygymRS9XvlChuRkFBQVuXQWkzuMdAcEBCA8LEzekW6Lheu5yemYdI8hGzYos5iUwZCGxsZGVFZWjHgfHOkmT6BSqRAdFYuw4DDFVukkcqSFmZnIOnlyyH1O+yNJEk7l5Ch+RG8scdWUYXdIKm0MyclobW112drl2tpa1J0/j5SkJJccbzT0Op1LliMMxDa9nMiZ+KluDFm2bBnef/99ZGRkwMfHF+npGYooJpWcPPoK5ky6iYjcz8LMTIiiiENHj454HxWVlag7fx4Z6SNvO0mOZVtjbXFi0i2KotuNdAOuq2Be0FO0zR1uSriq8F5/mpqaUFtXx+nl5HRMuseYZcuW4dixb3HqVDH27ftW9oQbABISEuHt7c2km8Y8SZLQ2taC9o52rummMSHNYEBYaCi+OnBgxPvIzs0FAE4vV5CY6Gio1WqnjnSXV1Sgvb3dLZJKAEiIj4eXl5fLkm53qewO9CTdMk0vZ7swchUm3SQ7b29vTJiQzKSbxjxRFHHi5DGcKT7D6uU0JgiCMOp13dl5eQgICEBiQoLjAqNRUavV0MbFOTWRsieVbjB9GgC8vLyQlJjo0qQ7KjLS3qVHyWyF9+S42WwbYef0cnI2Jt2kCKNpG2a1WlFXV8ukmzyCl9oLapXyK/ESOcrCzEwcOnoUnZ2dI3r+qZwcpKelsQ6Cwjh7ynCRydRdfNKNRihd2TbMnda767VaNDU14fz58y4/donFArVajbjYWJcfm8YW/oUiRbBVMB+J8+fPQxRFJt3k9tRqNWbNnI9JyZPcogUOkSMsnDcPra2t+PbEiRE9Pzs3l0XUFMjZU4YLjUbodTr4+vo67RiO5sqku6CoyK2SbkCeXt0lFgviYmPh5eWWXZTJjTDpJkVISUmDxWJGc3PzsJ9bW1sNAEy6iYjc0Ixp0+Dv7z+iKeaiKCLn9Gkm3Qqk02qdWpHanYqo2RiSk2EqKUFHR4fTj+VWI909RczkSLrNFgunlpNLMOkmRUhJ6a5gXlh4ZtjPralh0k1E5K58fHwwd9asERVTM5pMaG1tZRE1BdJrtSgtK4PVanXK/t0pqbQxJCfDarXCVFLi1OPU1dWhprbWLdqFAUBUZCS8vb1lqWBeYrGwcjm5BJNuUgRb0j2Sdd1MuslTiKKIImM+SitLWUiNxpSF8+Zh/8GDwy6klJ2XBwBsF6ZAeq0WXV1dqDx71uH7liQJhUajW450A85vG1ZkMgFwj8rlAKBSqaBzcuG9gZRYLKxcTi7BpJsUITg4GFFR0aNKukNCQh0dFpFLSZKEquqzqGuoY8swGlMWZmaiuqZm2MlIdm4uQkNCEB0V5aTIaKTsU4adMHpZXVODxsZGt0kqbWKioxEYGOj0pNudenTb6GTo1d3V1YWy8nJOLyeXYNJNimEwpKGgYGRJd3BwCItgkNsTBAF6XSKiw6MhCILc4RC5TOacOVCpVNh/8OCwnmcrosbrRXl0cXEA4JR13YU9SaW7jXQLguCSYmqFRiMiwsOh0WicehxHkqNXd1l5OURR5PRycgkm3aQY3Un38CuYs0c3eQqVSoXYGB0iQiPY/ojGlPHjx2NqRsaw13Wfys3lem6F0mg0GDdunFMSKdv0aXdLugHAkJTkkqTbnUa5AXmS7pKekXVOLydX4Kc6UoyUlO6ke7hrWZl0ExG5P9u67qFqb2/HmcJCrudWKEEQnNaru9BoRFRkJIKCghy+b2dzxUi3O7ULs9HrdCivqEBXV5fLjml7b3J6ObkCk25SDIMhDW1tbbBYzMN6Xk1NNcLDI5wUFZHrSJKE9o52dHZ2ck03jTkLMzNRZDKhorJySNufKSxEV1cX24UpmLNGL4tMJrdLKm0Myckor6hAU1OT047hriPdoiiivKLCZccssVgQFhqKwMBAlx2Txi4m3aQYI61gXl1dxZFu8giiKOLbrMM4bTrN6uU05izMzAQAfD3Eft3ZubkAgPS0NKfFRKPjrF7d7phU2tgqmNuKnTlafX09qqqr3aZdmI0cvbpZuZxciUk3KYZOp4efn9+wk25OLydPIggCi0LRmBQbE4MJCQlDXtd9KjcXcbGxCAkJcXJkNFLOml5eZDK55XpuAPZk2FlTzN2tXZiNrfCeKyuYmy0WTi0nl2HSTYqhUqmQkpI67ArmtbVMuskzqNVqzJ19GSanTIZarZY7HCKXW5iZif3DGOnO4NRyRdNrtaiuqUFLS4vD9mkbyXW3pNImJCQEEeHhTku63bFdGACMGzcOIcHBrh/pZuVychEm3aQotmJqQ9XZ2Yn6+nom3UREHmBhZiayTp5EY2PjJbfNzsvjem6Fs00ZduQUc3euXG7jzGJqhUYjwkJD3XIGiF6nc9lItyRJMJeW2t+jRM7GpJsUxWBIG9b08traGgBg0k1E5AEWZmZCFEUcOnp00O2amppgKi5muzCFs03dtThw9NJdp09fyNlJt7u+Nq5sG1ZTW4uWlhaOdJPLMOkmRTEY0nD2bCXOnz8/pO1raqoBAKGhTLrJ/YmiCFNxIcrOlrGQGo1JaQYDwkJDL7muOycvDwA40q1wcbGxEATBoYlUodGI4OBghIaGOmyfrmZITsaZoiKndKlwx3ZhNq5MukvM3Z1ymHSTqzDpJkWxVTAf6hRzW9LNkW7yBJIk4ey5ctTW17JlGI1JgiAMaV13dl4eBEHAJFYuVzQfHx9ER0U5dMpwkcmEZDeeWg50J93nz59HdU2Nw/ft1iPdOp3Lkm7bcTi9nFyFSTcpSnKyAcDQ24Yx6SZPIggCtHHxiAyLZAVzGrMWZmbi0NGj6OzsHHCb7NxcJE+YAH9/fxdGRiPh6NHLQqPRrddzA/9tG+boKeaNjY04e+6c27ULs9HFxaG+vh719fVOP1aJ2Qx/f39EhPPzI7kGk25SlMDAQOh0+iFXMK+pqYZarYZGo3FyZETOp1KpoI2LR1RYFFQq/nqmsWnhvHlobW3FtydODLgNi6i5D0ePXhaZTG47kmuTlJgIQRAcnnS7+3p3ZxTeG0hJT7sw3uAmV+GnOlKc4VQwr6mpRmhoGBMUIiIPMWPaNPj7+w86xfxUTg6LqLkJXVycwwqptba2orSsDMluOpJr4+/vD71O5/Ck213bhdk4o/DeQMylpezRTS7FTIUUZzgVzGtq2KObPIckSejq6oLVauWabhqzfHx8MHfWrAGLqVVVV+PsuXPISE93cWQ0Erbp5Y74nWYqKQHg3u3CbAxJSQ5PuguNRoQEByMsLMyh+3WVmOhoqNVql6zrLrFYEK/XO/04RDZMuklxDIY0GI2Fg67ns2HSTZ5EFEUc++YAcotyWb2cxrSF8+Zh/8GD/SZqrFzuXvQ6Hdra2hxSNKzQaATgviO5F3JG2zB3LqIGAF5eXoiLjXVN0m02s3I5uRSTblKclJRUdHZ2orjYdMltmXQTEXmehZmZqK6p6Tcpyc7NhY+Pj1snF2OJbQqvIyqYFxqNCAgIQHRU1Kj3JTdDcjIKiooceoPV3ZNuoGdmhAOr3fenpaUF1TU1nF5OLsWkmxTHYOhuATOUYmq1tUy6yXOoVCrMmbUQ6SnprFNAY1rmnDlQqVTYf/Bgn++dys1FmsEAb29vGSKj4dLZ1uk6oDhWUU/lck8ofmVITkZ7e7tD1y+7c49uG1f06rbtn9PLyZX4qY4UJzo6BuPGjRvSum6OdJMnEQQBKpUKKkHlER8qiUZq/PjxmJqR0e+67uzcXGRwarnbiAgPh6+vr8NGuj1hPTfg+LZhzc3NqKisdNt2YTau6NVdYjYDAKeXk0sx6SbFEQQBKSlDK6bWXb2cSTcRkaexreu+kCRJbBfmZgRBcNjopSe0C7OJ1+vh7e3tsKTb3duF2ei1WpSWlcFqtTrtGObSUqhUKsTFxjrtGEQXY9JNimQwXLptWGtrK5qbmznSTR5DFEWUmI2oqKpgITUa8xZmZqLIZEJFZaX9sdKyMjQ0NLBdmJtxxOhlZ2cnis1mjxnpVqvVSJ4wwWFJt71dmLuPdGu16OrqQuXZs047RonZjNiYGC5RIZdi0k2KZDCkIT8/b9AWI7W13ZVQmXSTp5AkCRWVpaiuq2bLMBrzFmZmAgC+vqBf96mcHACsXO5uHNGr22yxwGq1uv1I7oVsxdQcodBoxPjx4xHupu3CbPQ9U76dWUytxGLh1HJyOSbdpEgpKak4f74ONTXVA25j+x6TbvIUgiAgJlqL8JBwrummMS82JgYTEhJ6revOzstDUFAQCyC5GUdML/ekdmE2jmwbVmg0IiUpye3/duji4gDAqeu6zaWlrFxOLsekmxTJVsF8sHXdTLrJ06hUKsTrJyAmIobVy4nQPdq9/4KR7uzcXEyeONHtE4uxRq/ToaKyEh0dHSPeR6HRCG9vb3s1dE9gSE6GqaRkVK+LTaHRiGQPmHqv0Wgwbtw4pybdJRYLb9yRy/FTHSnShAnJUKlUTLqJiMawhZmZyDp5Eo2NjQC624Vxarn70Wu1kCQJZeXlI95HkcmExPh4qNVqB0YmL0NyMkRRhLG4eNT78oR2YcAFhfecNL3carWitKyM08vJ5Zh0kyL5+voiIWHCJZNuHx8fBAUFuTAyIueRJAmiKEKURK7pJkJ30i2KIg4dPYquri7k5eezXZgbsq3THU2vbk9qF2bjqLZhLS0tKCsvd/t2YTZ6rdYhfd37U15RAavVyunl5HJMukmxLlXB3Najm9MMyVOIoogjx/YjpyCH1cuJAKQZDAgLDcVXBw6gyGRCe3s7R7rdkH2d7ihGLz2pXZhNVGQkxo0bN+qk2zZS7u6Vy22c2au7pOc9yOnl5GpumXTX1dVhxYoV0Gg00Gg0WLFiBc6fPz/oc7Zv345rrrkG4eHdSVpWVlafbdrb2/HQQw8hPDwcgYGBWLJkCUqduKaEBmcwDN6r25Z0ExGRZxIEwb6uOzs3FwArl7ujgIAAhIWGjjiREkURRSaTx410C4LgkGJq9nZhHnJTwpnTy2375Ug3uZpbJt133XUXsrKysHPnTuzcuRNZWVlYsWLFoM9pbm7GggULsHnz5gG3eeSRR/DBBx/gH//4B/bv34+mpibccMMNsFqtjv4RaAhSUlJRUmJCW1tbv9+vqalGeHiEi6Mich6VSoVZM+ZjUtIkFlIj6rEwMxOHjh7FNydOICI8HJER/L3vjkYzelleUYH29naPSSovZEhKGnXSXWg0IigoyGOuDb1Wi5raWjQ3Nzt83yUWC0KCgzFu3DiH75toMF5yBzBceXl52LlzJw4dOoS5c+cCAF577TVkZmYiPz8fqamp/T7PlpQXD1Csor6+Hq+//jrefvttfPe73wUAbN26FTqdDp999hmuueYax/8wNCiDIa27wIixEJMmTe7z/ZqaKoSFecYfGCKge9TDy8sLarWayyaIeiycNw+tra3Y9t57yEhPlzscGqHRjF7a2oUleWLSnZyML/fvH9U+PKVdmM2FNQDSDAaH7puVy0kubjeUcvDgQWg0GnvCDQDz5s2DRqPBgQt6eQ7X8ePH0dnZiUWLFtkfi42NxeTJk0e1Xxq5S7UN4/RyIiLPZy4thSAIKDGbceLUKWzfsUPukGgEdHFxIy6OVWQyQRAEJMbHOzgq+RmSk1FRWWmv0D8ShUajR80CsE39dsYUc7PFwqnlJAu3G+murKxEZGRkn8cjIyNRWVk5qv36+PggJCSk1+NRUVGD7re9vR3t7e32rxsaGgB0rz9SaiEkUeyujCxJIhQaIgAgJCQUoaFhyM/P6/e1rKmpRmhomGJfZ1exnc+x/jp4AlEUYSk14Xx1JXS6UKhFt7svShfh9Tk623fswB0rV9q/rq2txS3Ll+P/3noLy5YskSUmntOR0Wm1MJeWjuh1Kygqgi4uDt7e3g5/3eU+n7biZ/kFBZgxbdqI9lFQVIQ5M2d6zHsyJjoagiCg2GIZ9s90qfNZYrHgqssv95jXytOJkvTf86nQczbU95Jiku6NGzdi06ZNg25z9OhRAOh3+owkSU6ZVnOp/T7zzDP9xl1VVTXgWmS5dXWJaGqqh1otQa1W9of6xMQJyMk5gdrac70elyQJNTXV8Pf37fO9sUYUu8+nJElcB+zmrFYrCotOo62pCfG1UfD185E7JBolURRR39TE63OE/ufppyEIgr2FnoTuzwAbnnkGCxculCUmntOR0QQHo6GhAYXFxRg/fvywnptz+jT0Oh3O1dY6PC65z2dwz2DPsRMnoB3BtOfWtjZYSksRFRXllNdHLtFRUThdUDDsn2mw8ylJEorNZoSFh3vUa+XJRKu1+3xWVUHlpZi0tZehzlJRTPQPPvgg7rzzzkG3SUhIwMmTJ3H27Nk+36uqqkJUVNSIjx8dHY2Ojg7U1dX1Gu0+d+4c5s+fP+DznnjiCaxbt87+dUNDA3Q6HSIiIob9R8VVOjtFNDcLCA2NUHzSPWlSBrKzTyI0tPfshsbGRnR0dECnS+jzvbFGFEUIgoCQkAh+AHRzoigiXp+EhnPnEBkaBl8/b7lDolGyXZ8RISG8PkfAaDL16VkvSRKMRiMiQ0NliYnndGQmp3UvGWttbkZyQsKwnltWVoZZM2Y45ZzLfT4jQ0MRFRmJs5WVI/r5ck93L8GbnpEh2zXhDPE6HWqqq4f9Mw12Pmvr6tDS0oKJBoNHvVaeTLRaIVitiIiIgMpbmZ+J/Pz8hrSdYpLu8PBwhIdfen1uZmYm6uvrceTIEcyZMwcAcPjwYdTX1w+aHF/KzJkz4e3tjd27d+P2228HAFRUVCA7OxvPPffcgM/z9fWFr69vn8dVKpVi/xirVN0jBYKg3BhtDIY0fPDBez3x/nfGQV1d9x3K8PBIxf8MriAIgqLfczQ0KpUKExINqBK84aVW83x6CF6fI5eakoJTOTm9Em9BEJBqMMj6evKcDl98T3GssvJyTM3IGPLzJElCocmEO2+91Wmvt9zn05CcjIKiohEdv8hksu/Dk96Pep0OlrKyEf1MA51PS0/1/ES93qNeK4/WcxNFyb9vhxqXMqMfxMSJE7F48WKsWrUKhw4dwqFDh7Bq1SrccMMNvSqXp6Wl4YMPPrB/XVtbi6ysLOT29PnMz89HVlaWfb22RqPBfffdh0cffRSff/45vv32WyxfvhwZGRn2aubkegZDGpqamlBRUd7r8ZqaagBgITUiIg+2Yf36Xsu8bFPNN6xfL3NkNFwx0dFQq9XDbhtWXVODxsZGjyoUdrHR9OouNBoRGBiI6FHM9lQiZ/TqLunZH6uXkxzcLukGgG3btiEjIwOLFi3CokWLMGXKFLz99tu9tsnPz0d9fb396x07dmD69Om4/vrrAQB33nknpk+fjldeecW+zQsvvIClS5fi9ttvx4IFCxAQEIAPP/wQarXaNT8Y9ZGS0n8FcybdRESeb9mSJXh/61ZMSU+Hn68vpqSnY/u2bbj5xhvlDo2GSa1WQxsXN+yku7CoCACQlJjojLAUwZCcjDNFRX2WUgyFrXK5p7QLs9FrtbCUlTm04JnZYoGvry8ihjCzlsjRFDO9fDhCQ0OxdevWQbe5+BfXypUrsfKCCqj98fPzw5YtW7Bly5bRhkgOkpCQCG9vb5w5cxpXXnm1/XFb0h0aGiZXaEQOZ7VacfjoV2g5fx563eXwds9f0UQOtWzJEtkqlZNjjWT00jZ92tOT7vr6elRVVyMyImJYz/W0dmE2ep0OHR0dqKquRlQ/XYtGoqSnXZhSpymTZ+O7jhTNy8sLSUkpKCjI7/V4TU01AgMD4e/vL1NkRM4h9bTHICLyNLbRy+EoNBoRFRmJoKAgJ0UlP0NyMgCMaIp5QVGRZybdTujVbS4t5dRykg2TblI8gyGtz/Ty2tpqTi0nj6NSqTB92lykJabxTjwReRxbr+7hKDKZPDKpvFBSYiIEQRh20t3e3g6zxYKUnl7fnsSedA/z/TKYErPZvl8iV+OnOlK8lJRUFBT0XdPNpJs8jSAI8PXxhbe3t8etzyMi0mu1KC0rg9VqHfJzCo1Gj55aDnR3wkmIjx920m0qKYEkSR55UyI0NBQBAQEOHekusVjsVfSJXI1JNyleSkoaSkstaGpqsj9WU1ON0FAm3URERO5Cr9Wiq6sLlWfPDvk5nrpm+WKGpKRhJ922InOe+PoIgtBdA8BBI92tra04V1XFpJtkw6SbFM9g6K5gXlh4xv4YR7rJE4miiPIKC6pqqxxasZWISAn0PQnPUEcv6+vrUV1T45FJ5cVG0jasoKgI/v7+iImOdlJU8nJk0m3r0a1n0k0yYdJNipeS0t1//cJ13Uy6yRNJkgSzxYTK6koWUyMij6OLiwOAIRdTGwuVy20MyckoNBqHPfU+ecIEj60BotfpHDa93N6jm0k3ycQzr1LyKBqNBtHRMb0qmDPpJk8kCAIiwqMQMj6Ea7qJyONoNBqMGzduyKOXtqR7rIx0t7e320dkh8LTp947cqTbXFoKQRCg7bnxQ+RqTLrJLRgMafZiaqIoora2hkk3eRyVSoWkCanQRrOPKBF5Hvs63SGOXhYajQgODkZoaKiTI5PfSNqGFXh40q3TanGuqgqtra2j3leJ2YyY6Gj4+Pg4IDKi4eOnOnILKSmp9unl9fX1sFqtTLqJiIjczHBGL4tMJiSPganlQHeC6evrO+Sku6OjAyVms0e2C7OxtfcqHWZv9/6wcjnJjUk3uYWUlDQUFp6B1WpFTU01ADDpJiIicjM6rXbIa7rHQrswG7VajeQJE4acdBeXlEAURY8e6XZkr25zaSmTbpIVk25yCwZDGtra2mCxmJl0k8eyWq04dvwAcgtzh1VMh4jIXQxnenmRyeTRSeXFhlPBvNBoBODZ6921wyy8N5gSi4WVy0lWTLrJLdjahp05cxq1tUy6yXN1WbtgFZlwE5Fn0mu1qK6pQUtLy6Dbtba2orSsDEkenFRezJCcjDM9vbcvpaCoCH5+foiLjXVyVPLx8/NDVGTkqCuYW61WWDjSTTJj0k1uQavVwd/fH2fOnLaPdIeGhskcFZFjqVQqTJ0yC4YEAwupEZFHso02Xmr00lhcDMCzR3IvZkhORnFJCdrb2y+5rW3qvaf/rXBEBfPKs2fR1dVln65OJAfPvlLJY6hUKqSkpKKwMB81NdXQaDTw9vaWOywihxIEAf5+AfD18WXLMCLySPZe3ZdIpMZSuzAbQ3IyJEmy/+yD8fR2YTaO6NVt79Gt1zsiJKIRYdJNbiM5OdU+0h0ayqnlRERE7iYuNhaCIFxy9LLQaERAQACio6JcFJn8htM2rKCoaGwk3Q4Y6S4xmwGA08tJVky6yW0YDGk4c+Y0qqurEB4eIXc4RA4niiIqz5aj5nwNRFGUOxwiIofz9fVFdFTUJUcvi3qmT4+lWT8R4eHQaDSXTLo7OztRbDaPqaRbkqQR78NcWgqNRoPx48c7MDKi4WHSTW7DYEjDuXNnUVRUwCJq5JEkSUJxSSHKz5WP6gMGEZGSDWX0ciy1C7MRBAGGpKRLJt0lZjOsVqtH9+i20et0aG1tRU1t7Yj3UWI2c5SbZMekm9yGrYL5N98cZdJNHkkQBISGhEMTpBlToztENLbodbpLFlIba+3CbFKGkHSPhXZhNvZe3aNY180e3aQETLrJbSQnGwAA7e3tTLrJI6lUKhhSJkEfq/f4irRENHbp4uIGTaJs06fH2kg3MLRe3QVFRfDx8bH3sfZkOlvSPYp13SUWCyuXk+z4qY7cRkBAAPT6eADs0U1EROSuLrVO1zZ9eiyM5F7MkJyMs+fOob6+fsBtbFPv1Wq1CyOTR0R4OHx9fUc80i1JEkosFlYuJ9kx6Sa3kpycCoBJNxERkbvS63Roa2tDdU1Nv9+3tcwaqyPdQPdo9kDGSrswoHsGmC4ubsQj3fX19WhsbOT0cpIdk25yGzt2bEdW1nEAwHPP/QY7dmyXOSIix7Jarfjm28PIM+bBarXKHQ4RkVNcap1uodEIb29v+9TiscRWHG2wKeZjKekGenp1jzDptvXo5vRykhuTbnILO3Zsx/Llt6C2p3qlxWLG8uW3MPEmj9PR2Y6uri65wyAichpbMj1QMbUikwkJej28vLxcGZYijB8/HtFRUQMm3V1dXTAWF4+tpFurhWWUSTenl5PcmHSTW9i8eVNPNefu9V+SJEEQBGze/KS8gRE5kEqlQkb6DCTrk1lIjYg81qXW6Y61kdyLDVZMzWyxoKura0y0C7MZSou5gZgtFvj4+CAqMtLBURENDz/VkVsoKDjTp+CKJEkoKMiXKSIixxMEAYGBQfD382fLMCLyWIIgDJpIjdV2YTaG5GScGWBN91hqF2aj1+lQUVmJjo6OYT+3xGKBLi6ON7JJdnwHkltISTH0SUIEQYDBkCpTRERERDRSA63TFUURRSbTmCyiZmMb6e6vuntBUdGYW++u12ohSRLKysuH/VxWLielYNJNbmH9+g32KeVAd8ItSRLWr98gc2REjiOKIqqqzqKuvg6iKModDhGR0+ji4vpdp1teUYH29vYxNZJ7MUNyMhobG3H23Lk+3ys0GjEhIWFMrXfX91QeH8kUc7PFwsrlpAhMusktLFmyDFu3vo/09Cnw9fVDevoUbNu2HTfeeLPcoRE5jCRJKDLlo/TswP1riYg8wUDTy23Tp5PGeNIN9F/BfCyud9fFxQEYuNr9YEosFlYuJ0UYO7fJyO0tWbIMS5YskzsMIqcRBAHBmlCoO61c001EHu3Cdbo+Pj72xwuNRgiCgMT4eBmjk9eEhASoVCqcKSzE5QsW9PpeodGIa66+WqbI5BEQEIDwsLBhj3S3tbWh8uxZTi8nReBINxGRQqhUKqSlTkZCXAKLvhCRRxtonW6RyQSdVgtfX1+ZIpOfr68vEvT6PiPdVqt1zLULsxlJr+7SnpZ0nF5OSsBPdURERETkUrZ1uhf36h6L06f701/bMEtpKTo6OsZUuzAbXVzcsKeX23p0c3o5KQGTbiIiIiJyqYHW6Y71yuU2/SXdY7FdmM1IenXbth9Lld5JuZh0ExEphNVqRdaJo8g35cNqtcodDhGR0wQEBCAsNLRXIiVJEke6exiSk1FoNPb6W1BQVAQvL68xuUbZNr18OEVGS8xmxERHj+mlCqQcTLqJiBSkrb0VHZ0dcodBROR0F6/Tra6pQWNjI5NudCfdnZ2dKDGb7Y8VGo1IjI8fU+3CbPRaLZqamlBfXz/k57ByOSkJk24iIoVQqVRInzgVE3QTWEiNiDyeXqvt1au7sKgIADi9HP23DRvLswBsyfNwppibS0vH5KwAUiZ+qiMiUghBEDBunAaB/oFsGUZEHk8XF9criSoymQAw6QZgr+DOpLubrfDecIqplZjNHOkmxWDSTUREREQud/H08kKjEVGRkQgKCpIxKmVQqVRISUqyJ92iKKLIZBqzSXd0VBS8vb2HPNItiiIsZWVsF0aKwaSbiEghJElCTU0V6hvrh1UshojIHem1WjQ0NNjX6Y7lkdz+XFjBvLSsDO3t7WOyXRjQfRNCe9HMiMGcPXcOHR0dnF5OiuGWSXddXR1WrFgBjUYDjUaDFStW4Pz584M+Z/v27bjmmmsQHh4OQRCQlZXVZ5srr7wSgiD0+nfnnXc654cgIrqIKIooKMqDucIMURTlDoeIyKkuXqfLdmG9GZKTcaZnnftYbhdmo9dqhzy9nD26SWncMum+6667kJWVhZ07d2Lnzp3IysrCihUrBn1Oc3MzFixYgM2bNw+63apVq1BRUWH/9+c//9mRoRMRDWr8uGAE+gfKHQYRkdPZ+ifbiqlxpLs3Q3IyzBYLWltbUVBUBLVajYT4eLnDks1wenXbkm5OLyelcLueA3l5edi5cycOHTqEuXPnAgBee+01ZGZmIj8/H6mpqf0+z5aUFxcXD7r/gIAAREdHOzRmIqKhUKvVmDRxCqqKTVCr1XKHQ0TkVDHR0VCr1TCXlqK+vh7VNTUc6b6AITkZkiShyGRCodGIBL0e3t7ecoclG71Wiy/37x/StpbSUowfPx7BwcHODYpoiNxupPvgwYPQaDT2hBsA5s2bB41GgwMHDox6/9u2bUN4eDjS09Px2GOPobGxcdT7JCIiIqLe1Gq1fZ2urXI5R7r/68K2YZwF0D0zoqy8HF1dXZfclj26SWncbqS7srISkZGRfR6PjIxEZWXlqPb9gx/8AImJiYiOjkZ2djaeeOIJnDhxArt37x7wOe3t7Whvb7d/3dDQAKB7baZS12SKoghJkiBJIhQaIg2D7Xwq9f1GwyNJPeeT59Qj8Pr0PDynjqWPi0OJxYKCnjXLExITXfraKvl8hoaEIFijQX5BAQqNRly+YIEi43QVbVwcRFFEaVmZvYXYxWzns8Rshl6nG9OvlycQJem/16dCz+VQ32OKSbo3btyITZs2DbrN0aNHAaDf/rWSJI26r+2qVavs/z958mSkpKRg1qxZ+OabbzBjxox+n/PMM8/0G3dVVRXa2tpGFY+zdHWJaGqqh1otQa12u8kOdBFR7D6fkiRBpeL5dGeiaEX+6Vy0NTbCf9xk+PiO3WmEnkIURdQ3NfH69CA8p44VHhEBY3ExTmRnQzN+PLokCedqa112fKWfz8SEBGRlZ6OwqAi3LVvm0tdGaYLGjQMAnMjNhV9g/7VPbOfTWFKCubNmjenXyxOIVmv39VlVBZWXYtLWXoY6K1ox0T/44IOXrBSekJCAkydP4uzZs32+V1VVhaioKIfGNGPGDHh7e6OgoGDApPuJJ57AunXr7F83NDRAp9MhIiIC48ePd2g8jtLZKaK5WUBoaASTbg8giiIEQUBISIQiPzDQ0FmtVgjIg2gVER4cAj9/H7lDolGyXZ8RISG8Pj0Ez6ljGZKS8G1WFs6ePYuUpCREhoa69PhKP5+TUlOx/+BBtLW3Y3pGhstfHyXxmzQJANDY0DDg62A7n+Xl5UhNTh7Tr5cnEK1WCFYrIiIioFJoPQM/P78hbaeYpDs8PBzh4eGX3C4zMxP19fU4cuQI5syZAwA4fPgw6uvrMX/+fIfGlJOTg87OTsTExAy4ja+vL3x9ffs8rlKpFPnLGwBUKvS0RFNujDQ8giAo+j1HQyMIAtLSpqC21AIvtZrn00Pw+vQ8PKeOE6/TobS8HGcKC5GUmCjLa6rk85makoJt770HoHuNtxJjdJXg4GAEBwejrLx80NehsbER9Q0NSNDrx/Tr5RF6bqIo9foEMOS4lBn9ICZOnIjFixdj1apVOHToEA4dOoRVq1bhhhtu6FW5PC0tDR988IH969raWmRlZSE3NxcAkJ+fj6ysLPs68KKiIjz55JM4duwYiouL8fHHH+O2227D9OnTsWDBAtf+kEQ0JgmCgGBNCMYFjhv1chkiIneg12rR1dWFY99+O+YLhfXHVkxNpVIhQa+XORr5DaVXd1l5OQC2CyNlcbukG+iuMJ6RkYFFixZh0aJFmDJlCt5+++1e2+Tn56O+vt7+9Y4dOzB9+nRcf/31AIA777wT06dPxyuvvAIA8PHxweeff45rrrkGqampWLt2LRYtWoTPPvuMrXuIiIiInMBWEKutrQ1JTLr7sJSVAeieNj3nO9/B9h07ZI5IXkPp1V3a85oNVGyNSA6KmV4+HKGhodi6deug20iS1OvrlStXYuXKlQNur9PpsHfvXkeER0Q0IpIkoe58DRqaGiBJl15uQ0Tk7nRxcfb/50h3b9t37MDPfvUr+9encnJwy/LleH/rVixbskTGyOSj12qx/9ChQbcpKy+Ht7c3YqKjXRQV0aW55Ug3EZEnEkUR+WdyUFJewjYnRDQmfL53r31N5I8ffnjMj+ReaNPmzb2WGtk69Ty5ebOMUclLr9MNaaRbFxen2DXANDbx3UhEpCBBgePg7+cvdxhERE63fccO3Lpihf0m4+kzZ3DL8uVMvHucKSjoM3NTkiTkFxTIFJH89Fotzp8/j4aGhgG3KS0vh16rdWFURJfGpJuISCHUajUmp09Hsj6ZtSSIyONxJHdwhpSUPkU1BUFAqsEgU0Tys63Ttq11709ZeTnXc5PiMOkmIiIiIpfjSO7gNqxfb78RAXQn3JIkYcP69TJHJh/bCPZgFcxLy8pYuZwUh0k3EREREbkcR3IHt2zJEry/dSumpKfDz9cXU9LTsX3bNtx8441yhyabmOhoqFSqAdd1d3R04Oy5c9BxejkpjFtWLyci8kRWqxU5uVlorK6GXhcKb/6KJiIPtmH9etyyfLl9BJcjuX0tW7JkzFYq74+XlxfiYmMHTLpLy8shSRLi2dOcFIYj3URECtLY1ICWtha5wyAicjqO5NJI6LXaAaeXl5jN9m2IlITDKERECqFSqWBImYS6sjK2OiGiMYEjuTRceq12wEJqJT3JOJNuUhp+qiMiUghBEBAaEo7xQeP7rHMkIiKiwXt1W0pLEREeDj8/PxdHRTQ4Jt1EREREROQW9FotSsvKYLVa+3yvxGJBXGysDFERDY5JNxGRQkiShIaG82hqaerTRoeIiIi6k+7Ozk6cPXeuz/fMFgu0cXEyREU0OCbdREQKIYoick+fhKnUBFEU5Q6HiIhIcfQ9Pbj7K6ZmLi1l0k2KxKSbiEhB/P0D4OvjK3cYREREimQrknbxum5RFGEuLeX0clIkVi8nIlIItVqNqRmzUFVsglqtljscIiIixdFoNBg3blyfpLuquhrt7e0c6SZF4kg3ERERERG5BUEQ+u3VbevRzaSblIhJNxERERERuQ1dXFyfkW5bj25OLyclYtJNRKQQVqsVeadPwVRq6rcVChEREfXfq9tcWoqgoCAEazQyRUU0MCbdREQKUt9Qh6aWJrnDICIiUqyBppfH63QQBEGmqIgGxqSbiEghVCoVkiekQRuthUrFX89ERET90Wu1qKmtRUtLi/2xEosFup7K5kRKw091REQKIQgCwsMjETI+hHfqiYiIBmDr1W0pK7M/Zi4tRXzP40RKw6SbiIiIiIjchr1X9wVTzG3Ty4mUiEk3EZFCSJKEpqZGtLS1QJIkucMhIiJSpLjYWAiCYC+m1tjYiLrz5zm9nBSLSTcRkUKIoojs3G9RZC6CKIpyh0NERKRIPj4+iImOto9025JvjnSTUjHpJiJSEF9fP3h7e8sdBhERkaLptVp7sl1iNgNg0k3KxaSbiEgh1Go1pk+dg7TENKjVarnDISIiUqwLe3WXWCzw8vJCTHS0zFER9Y9JNxERERERuZULe3WbS0uhjYvjDWtSLCbdRERERETkVvRaLSxlZRBFkZXLSfGYdBMRKYQoijhTkIOS8hIWUiMiIhqETqtFe3s7qqqrUWKx2NuIESkRk24iIoWQJAm1dTVoaGpgyzAiIqJBXNir21xaypFuUjQvuQMgIqJugiBgQkIK6irKIQiC3OEQEREplr4nyS4ymVBeUWH/mkiJmHQTESmESqVCZGQMhJY2qFSciERERDSQsNBQ+Pv74+CRIxBFkSPdpGj8VEdERERERG5FEATotVrsP3QIABCv18scEdHAmHQTESmEJEloaWlGW3sb13QTERFdgl6rRdbJkwAAXVyczNEQDYxJNxGRQoiiiJPZx1FQUsDq5URERJeg1+kgiiIiwsMREBAgdzhEA2LSTUSkIN5e3lCr1XKHQUREpHi2CuZcz01Kx6SbiEgh1Go1Zs7IxKSkSUy8iYiILuFcdTUA4JsTJzB1/nxs37FD5oiI+sekm4iIiIiI3Mr2HTvw8quvAuhennUqJwe33X03Ptq5U+bIiPpi0k1ERERERG5l0+bNEATB/rUkSRAEAc9v2SJjVET9Y9JNRKQQoiiisOg0LBUWFlIjIiIaxJmCgj6dPiRJQpHRKFNERANzy6S7rq4OK1asgEajgUajwYoVK3D+/PkBt+/s7MTjjz+OjIwMBAYGIjY2FnfffTfKy8t7bdfe3o6HHnoI4eHhCAwMxJIlS1BaWurkn4aIqJskSaiuOYfzjefZMoyIiGgQhpSUXiPdQHfv7qQJE2SKiGhgbpl033XXXcjKysLOnTuxc+dOZGVlYcWKFQNu39LSgm+++Qa//vWv8c0332D79u04c+YMlixZ0mu7Rx55BB988AH+8Y9/YP/+/WhqasINN9wAq9Xq7B+JiAiCICBen4SYiJg+HySIiIjovzasX2+fUg50/w2VJAmPrl0rc2REfXnJHcBw5eXlYefOnTh06BDmzp0LAHjttdeQmZmJ/Px8pKam9nmORqPB7t27ez22ZcsWzJkzB2azGXq9HvX19Xj99dfx9ttv47vf/S4AYOvWrdDpdPjss89wzTXXOP+HI6IxTaVSISY6Dl5tHVCp3PKeKBERkUssW7IE72/diic3b0Z+QQFSU1Lw68cfx4IFC+QOjagPt0u6Dx48CI1GY0+4AWDevHnQaDQ4cOBAv0l3f+rr6yEIAoKDgwEAx48fR2dnJxYtWmTfJjY2FpMnT8aBAwcGTLrb29vR3t5u/7qhoQFA99pMpa7JFEURkiRBkkQoNEQaBtv5VOr7jYZHknrOJ8+pR+D16Xl4Tj0Lz6d7W3rDDVh6ww32r0VRRFVdHc+nhxAl6b/Xp0LP6VDfa26XdFdWViIyMrLP45GRkaisrBzSPtra2rB+/XrcddddGD9+vH2/Pj4+CAkJ6bVtVFTUoPt95plnsGnTpj6PV1VVoa2tbUjxuFpXl4impnqo1RLUao6muTtR7D6fkiRxdNTNSZKEtpYWNDTWIaBWBW8ft/sVTRcRRRH1TU28Pj0Iz6ln4fn0LDyfnkW0WrvPZ1UVVF7K/EzU2Ng4pO0UE/3GjRv7TV4vdPToUQDod63jhWs6BtPZ2Yk777wToijij3/84yW3v9R+n3jiCaxbt87+dUNDA3Q6HSIiIuwJvdJ0dopobhYQGhrBpNsDiKIIQRAQEhLBPzBuzmq14nDeXjSfP48pk5Lg5+8jd0g0SrbrMyIkhNenh+A59Sw8n56F59OziFYrBKsVERERUHl7yx1Ov/z8/Ia0nWKS7gcffBB33nnnoNskJCTg5MmTOHv2bJ/vVVVVISoqatDnd3Z24vbbb4fJZMIXX3zRKymOjo5GR0cH6urqeo12nzt3DvPnzx9wn76+vvD19e3zuEqlUuzFrlJ137gQBOXGSMMjCIKi33M0NJIkQa32glqlhqrnnJL74/XpeXhOPQvPp2fh+fQgPTdRlHw+hxqXYpLu8PBwhIeHX3K7zMxM1NfX48iRI5gzZw4A4PDhw6ivrx80ObYl3AUFBdizZw/CwsJ6fX/mzJnw9vbG7t27cfvttwMAKioqkJ2djeeee24UPxkR0dCo1WrMnrUAVcUmqNVqucMhIiIiIgdQ5i2DQUycOBGLFy/GqlWrcOjQIRw6dAirVq3CDTfc0KuIWlpaGj744AMAQFdXF2699VYcO3YM27Ztg9VqRWVlJSorK9HR0QGgu8L5fffdh0cffRSff/45vv32WyxfvhwZGRn2auZEREREREREw6GYke7h2LZtG9auXWuvNL5kyRK89NJLvbbJz89HfX09AKC0tBQ7duwAAEybNq3Xdnv27MGVV14JAHjhhRfg5eWF22+/Ha2trbj66qvx5ptvcsSJiIiIiIiIRsQtk+7Q0FBs3bp10G0kSbL/f0JCQq+vB+Ln54ctW7Zgy5Yto46RiGi4RFGE0XQG9efOIl4fduknEBEREZHiuWXSTUTkiSRJwrmqSrTUnx/SjUIiIiIiUj4m3URECiEIAnTaBJxXVwypBSIRERERKR+TbiIihVCpVIiL1cOnw6rY1hhERERENDz8VEdERERERETkJEy6iYgUQpIkdHZ2oKuri2u6iYiIiDwEk24iIoUQRRHHvz2EPGMeRFGUOxwiIiIicgCu6XYw2+hUQ0ODzJEMrLNTRFNTI3x8/Lhu1ANIkojz5xuhUvlBEHg+3ZkoWtHc3IzWlhY01Nejo91b7pBolERJQuP58/BTqaBicTyPwHPqWXg+PQvPp2cRRRGNTU3wa2iAyluZn4lsOd+lZigy6XawxsZGAIBOp5M5EiIiIiIiInK2xsZGaDSaAb8vSFw46FCiKKK8vBzjxo1TbMufhoYG6HQ6WCwWjB8/Xu5waJR4Pj0Lz6dn4fn0PDynnoXn07PwfHoWdzifkiShsbERsbGxg84g5ki3g6lUKmi1WrnDGJLx48cr9g1Mw8fz6Vl4Pj0Lz6fn4Tn1LDyfnoXn07Mo/XwONsJtwwWgRERERERERE7CpJuIiIiIiIjISZh0j0G+vr7YsGEDfH195Q6FHIDn07PwfHoWnk/Pw3PqWXg+PQvPp2fxpPPJQmpERERERERETsKRbiIiIiIiIiInYdJNRERERERE5CRMuomIiIiIiIichEn3GPLb3/4W8+fPR0BAAIKDg/vdxmw248Ybb0RgYCDCw8Oxdu1adHR0uDZQGrGEhAQIgtDr3/r16+UOi4bhj3/8IxITE+Hn54eZM2fiq6++kjskGoGNGzf2uRajo6PlDouGaN++fbjxxhsRGxsLQRDwr3/9q9f3JUnCxo0bERsbC39/f1x55ZXIycmRJ1gakkud05UrV/a5ZufNmydPsDSoZ555BrNnz8a4ceMQGRmJpUuXIj8/v9c2vEbdx1DOpydcn0y6x5COjg7cdttteOCBB/r9vtVqxfXXX4/m5mbs378f//jHP/D+++/j0UcfdXGkNBpPPvkkKioq7P9+9atfyR0SDdG7776LRx55BL/85S/x7bff4rLLLsO1114Ls9ksd2g0Aunp6b2uxVOnTskdEg1Rc3Mzpk6dipdeeqnf7z/33HN4/vnn8dJLL+Ho0aOIjo7G9773PTQ2Nro4UhqqS51TAFi8eHGva/bjjz92YYQ0VHv37sWaNWtw6NAh7N69G11dXVi0aBGam5vt2/AadR9DOZ+AB1yfEo05b7zxhqTRaPo8/vHHH0sqlUoqKyuzP/bOO+9Ivr6+Un19vQsjpJGKj4+XXnjhBbnDoBGaM2eOtHr16l6PpaWlSevXr5cpIhqpDRs2SFOnTpU7DHIAANIHH3xg/1oURSk6OlravHmz/bG2tjZJo9FIr7zyigwR0nBdfE4lSZLuuece6aabbpIlHhqdc+fOSQCkvXv3SpLEa9TdXXw+Jckzrk+OdJPdwYMHMXnyZMTGxtofu+aaa9De3o7jx4/LGBkNx7PPPouwsDBMmzYNv/3tb7k8wE10dHTg+PHjWLRoUa/HFy1ahAMHDsgUFY1GQUEBYmNjkZiYiDvvvBNGo1HukMgBTCYTKisre12rvr6+uOKKK3iturkvv/wSkZGRMBgMWLVqFc6dOyd3SDQE9fX1AIDQ0FAAvEbd3cXn08bdr08vuQMg5aisrERUVFSvx0JCQuDj44PKykqZoqLhePjhhzFjxgyEhITgyJEjeOKJJ2AymfCXv/xF7tDoEqqrq2G1Wvtcg1FRUbz+3NDcuXPx1ltvwWAw4OzZs3jqqacwf/585OTkICwsTO7waBRs12N/12pJSYkcIZEDXHvttbjtttsQHx8Pk8mEX//617jqqqtw/Phx+Pr6yh0eDUCSJKxbtw4LFy7E5MmTAfAadWf9nU/AM65PJt1ubuPGjdi0adOg2xw9ehSzZs0a0v4EQejzmCRJ/T5OrjGcc/zTn/7U/tiUKVMQEhKCW2+91T76Tcp38bXG6889XXvttfb/z8jIQGZmJpKSkvC3v/0N69atkzEychReq57ljjvusP//5MmTMWvWLMTHx+Ojjz7CsmXLZIyMBvPggw/i5MmT2L9/f5/v8Rp1PwOdT0+4Ppl0u7kHH3wQd95556DbJCQkDGlf0dHROHz4cK/H6urq0NnZ2eduIbnOaM6xrbJjYWEhk26FCw8Ph1qt7jOqfe7cOV5/HiAwMBAZGRkoKCiQOxQaJVsV+srKSsTExNgf57XqWWJiYhAfH89rVsEeeugh7NixA/v27YNWq7U/zmvUPQ10Pvvjjtcnk243Fx4ejvDwcIfsKzMzE7/97W9RUVFh/yX16aefwtfXFzNnznTIMWj4RnOOv/32WwDo9UeHlMnHxwczZ87E7t27cfPNN9sf3717N2666SYZIyNHaG9vR15eHi677DK5Q6FRSkxMRHR0NHbv3o3p06cD6K7JsHfvXjz77LMyR0eOUlNTA4vFwr+fCiRJEh566CF88MEH+PLLL5GYmNjr+7xG3culzmd/3PH6ZNI9hpjNZtTW1sJsNsNqtSIrKwsAkJycjKCgICxatAiTJk3CihUr8Lvf/Q61tbV47LHHsGrVKowfP17e4OmSDh48iEOHDuE73/kONBoNjh49ip/+9KdYsmQJ9Hq93OHREKxbtw4rVqzArFmzkJmZiVdffRVmsxmrV6+WOzQapsceeww33ngj9Ho9zp07h6eeegoNDQ2455575A6NhqCpqQmFhYX2r00mE7KyshAaGgq9Xo9HHnkETz/9NFJSUpCSkoKnn34aAQEBuOuuu2SMmgYz2DkNDQ3Fxo0bccsttyAmJgbFxcX4xS9+gfDw8F43QUkZ1qxZg7///e/497//jXHjxtlniGk0Gvj7+0MQBF6jbuRS57Opqckzrk/5CqeTq91zzz0SgD7/9uzZY9+mpKREuv766yV/f38pNDRUevDBB6W2tjb5gqYhO378uDR37lxJo9FIfn5+UmpqqrRhwwapublZ7tBoGF5++WUpPj5e8vHxkWbMmNGrZQa5jzvuuEOKiYmRvL29pdjYWGnZsmVSTk6O3GHREO3Zs6ffv5f33HOPJEndLYk2bNggRUdHS76+vtLll18unTp1St6gaVCDndOWlhZp0aJFUkREhOTt7S3p9Xrpnnvukcxms9xhUz/6O48ApDfeeMO+Da9R93Gp8+kp16cgSZLkovyeiIiIiIiIaExhn24iIiIiIiIiJ2HSTUREREREROQkTLqJiIiIiIiInIRJNxEREREREZGTMOkmIiIiIiIichIm3UREREREREROwqSbiIiIiIiIyEmYdBMRERERERE5CZNuIiIiBdq4cSOmTZsmdxgAgC+//BKCIOD8+fNDfk5CQgJ+//vfOy0mm5qaGkRGRqK4uNgh+zt16hS0Wi2am5sdsj8iIiIm3URERC4mCMKg/1auXInHHnsMn3/+udyhKt4zzzyDG2+8EQkJCQ7ZX0ZGBubMmYMXXnjBIfsjIiLykjsAIiKisaaiosL+/++++y7+53/+B/n5+fbH/P39ERQUhKCgIDnCcxutra14/fXX8fHHHzt0v/feey9Wr16NJ554Amq12qH7JiKisYcj3URERC4WHR1t/6fRaCAIQp/HLp5evnLlSixduhRPP/00oqKiEBwcjE2bNqGrqws/+9nPEBoaCq1Wi7/+9a+9jlVWVoY7+A8t7wAAB5lJREFU7rgDISEhCAsLw0033XTJqdgff/wxDAYD/P398Z3vfKff7Q8cOIDLL78c/v7+0Ol0WLt27aBTsp9//nlkZGQgMDAQOp0OP/nJT9DU1AQAaG5uxvjx4/HPf/6z13M+/PBDBAYGorGxsd99fvLJJ/Dy8kJmZqb9MdtU+I8++ghTp06Fn58f5s6di1OnTtm3KSkpwY033oiQkBAEBgYiPT29V+J+zTXXoKamBnv37h30dSIiIhoKJt1ERERu4osvvkB5eTn27duH559/Hhs3bsQNN9yAkJAQHD58GKtXr8bq1athsVgAAC0tLfjOd76DoKAg7Nu3D/v370dQUBAWL16Mjo6Ofo9hsViwbNkyXHfddcjKysL999+P9evX99rm1KlTuOaaa7Bs2TKcPHkS7777Lvbv348HH3xwwNhVKhX+8Ic/IDs7G3/729/wxRdf4Oc//zkAIDAwEHfeeSfeeOONXs954403cOutt2LcuHH97nPfvn2YNWtWv9/72c9+hv/93//F0aNHERkZiSVLlqCzsxMAsGbNGrS3t2Pfvn04deoUnn322V6zCnx8fDB16lR89dVXA/48REREQyYRERGRbN544w1Jo9H0eXzDhg3S1KlT7V/fc889Unx8vGS1Wu2PpaamSpdddpn9666uLikwMFB65513JEmSpNdff11KTU2VRFG0b9Pe3i75+/tLu3bt6jeeJ554Qpo4cWKv5zz++OMSAKmurk6SJElasWKF9KMf/ajX87766itJpVJJra2tkiRJUnx8vPTCCy8M+HO/9957UlhYmP3rw4cPS2q1WiorK5MkSZKqqqokb29v6csvvxxwHzfddJP0wx/+sNdje/bskQBI//jHP+yP1dTUSP7+/tK7774rSZIkZWRkSBs3bhxwv5IkSTfffLO0cuXKQbchIiIaCo50ExERuYn09HSoVP/90x0VFYWMjAz712q1GmFhYTh37hwA4Pjx4ygsLMS4cePsa8RDQ0PR1taGoqKifo+Rl5eHefPmQRAE+2MXTt+27ffNN9+07zMoKAjXXHMNRFGEyWTqd7979uzB9773PcTFxWHcuHG4++67UVNTY5+SPmfOHKSnp+Ott94CALz99tvQ6/W4/PLLB3w9Wltb4efn1+/3Low5NDQUqampyMvLAwCsXbsWTz31FBYsWIANGzbg5MmTfZ7v7++PlpaWAY9NREQ0VEy6iYiI3IS3t3evrwVB6PcxURQBAKIoYubMmcjKyur178yZM7jrrrv6PYYkSZeMQxRF/PjHP+61zxMnTqCgoABJSUl9ti8pKcF1112HyZMn4/3338fx48fx8ssvA4B9yjcA3H///fYp5m+88QbuvffeXsn/xcLDw1FXV3fJeG1s+7r//vthNBqxYsUKnDp1CrNmzcKWLVt6bVtbW4uIiIgh75uIiGggTLqJiIg81IwZM1BQUIDIyEgkJyf3+qfRaPp9zqRJk3Do0KFej1389YwZM5CTk9Nnn8nJyfDx8emzz2PHjqGrqwv/7//9P8ybNw8GgwHl5eV9tlu+fDnMZjP+8Ic/ICcnB/fcc8+gP9/06dORm5vb7/cujLmurg5nzpxBWlqa/TGdTofVq1dj+/btePTRR/Haa6/1en52djamT58+6PGJiIiGgkk3ERGRh/rBD36A8PBw3HTTTfjqq69gMpmwd+9ePPzwwygtLe33OatXr0ZRURHWrVuH/Px8/P3vf8ebb77Za5vHH38cBw8exJo1a5CVlYWCggLs2LEDDz30UL/7TEpKQldXF7Zs2QKj0Yi3334br7zySp/tQkJCsGzZMvzsZz/DokWLoNVqB/35rrnmGuTk5PQ72v3kk0/i888/R3Z2NlauXInw8HAsXboUAPDII49g165dMJlM+Oabb/DFF19g4sSJ9ucWFxejrKwM3/3udwc9PhER0VAw6SYiIvJQAQEB2LdvH/R6PZYtW4aJEyfihz/8IVpbWzF+/Ph+n6PX6/H+++/jww8/xNSpU/HKK6/g6aef7rXNlClTsHfvXhQUFOCyyy7D9OnT8etf/xoxMTH97nPatGl4/vnn8eyzz2Ly5MnYtm0bnnnmmX63ve+++9DR0YEf/vCHl/z5MjIyMGvWLLz33nt9vrd582Y8/PDDmDlzJioqKrBjxw77KLzVasWaNWswceJELF68GKmpqfjjH/9of+4777yDRYsWIT4+/pIxEBERXYogDWXxFhEREZELbNu2DQ8//DDKy8v7nap+sY8//hiPPfYYsrOzoVKp8OWXX+I73/kO6urqEBwcPOzjt7e3IyUlBe+88w4WLFgwgp+AiIioNy+5AyAiIiJqaWmByWTCM888gx//+MdDSrgB4LrrrkNBQQHKysqg0+lGHUdJSQl++ctfMuEmIiKH4Ug3ERERyW7jxo347W9/i8svvxz//ve/ERQUNKL9jHakm4iIyNGYdBMRERERERE5CQupERERERERETkJk24iIiIiIiIiJ2HSTUREREREROQkTLqJiIiIiIiInIRJNxEREREREZGTMOkmIiIiIiIichIm3UREREREREROwqSbiIiIiIiIyEmYdBMRERERERE5yf8HXgkQIsbx8F0AAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Pre-t0 baseline: 0.002562\n", + "Max |signal| post-t0: 0.195019\n", + "Signal/noise estimate: 2.4\n" + ] + } + ], + "source": [ + "# Plot kinetics: delta_mu integrated over different time windows\n", + "fig, ax = plt.subplots(figsize=(10, 5))\n", + "\n", + "# Identify pre-time-zero (reference) and post-time-zero (signal)\n", + "pre_mask = time_bins < 0\n", + "post_mask = time_bins >= 0\n", + "\n", + "# Plot the full transient\n", + "ax.plot(time_bins, delta_mu, 'ko-', markersize=4, linewidth=1)\n", + "\n", + "# Shade pre-t0 and post-t0 regions\n", + "ax.axvspan(time_bins[pre_mask][0], 0, alpha=0.05, color='blue', label='Pre-t0 (reference)')\n", + "ax.axvspan(0, time_bins[post_mask][-1], alpha=0.05, color='red', label='Post-t0 (signal)')\n", + "\n", + "# Reference level from pre-t0\n", + "pre_t0_mean = np.nanmean(delta_mu[pre_mask])\n", + "ax.axhline(pre_t0_mean, color='blue', linestyle='--', alpha=0.5, \n", + " label=f'Pre-t0 mean = {pre_t0_mean:.4f}')\n", + "ax.axvline(0, color='gray', linestyle=':', alpha=0.5)\n", + "\n", + "ax.set_xlabel('Time delay (ps)')\n", + "ax.set_ylabel(r'$\\Delta\\mu / \\mu_\\mathrm{off}$')\n", + "ax.set_title('Transient XAS Kinetics')\n", + "ax.legend()\n", + "ax.grid(True, alpha=0.3)\n", + "\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "# Report signal amplitude\n", + "post_t0_max = np.nanmax(np.abs(delta_mu[post_mask]))\n", + "print(f\"Pre-t0 baseline: {pre_t0_mean:.6f}\")\n", + "print(f\"Max |signal| post-t0: {post_t0_max:.6f}\")\n", + "print(f\"Signal/noise estimate: {post_t0_max / (np.nanstd(delta_mu[pre_mask]) + 1e-10):.1f}\")" + ] + }, + { + "cell_type": "markdown", + "id": "i0", + "metadata": {}, + "source": [ + "## 8. Pipeline Status Log" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "i1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Pipeline execution started\n", + "Processing run 339\n", + "Completed run 339\n", + "Processing run 340\n", + "Completed run 340\n", + "Processing run 341\n", + "Completed run 341\n", + "Processing run 342\n", + "Completed run 342\n", + "Processing run 343\n", + "Completed run 343\n", + "Processing run 344\n", + "Completed run 344\n", + "Processing run 347\n", + "Completed run 347\n", + "Running reduction steps\n", + "Pipeline execution complete\n" + ] + } + ], + "source": [ + "for msg in pipeline._status_log:\n", + " print(msg)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e19d5a81-23fe-4696-b673-0f1182ea0dc6", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.20" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/xcs101591326_ultrafast_xas.yaml b/examples/xcs101591326_ultrafast_xas.yaml new file mode 100644 index 0000000..2511afd --- /dev/null +++ b/examples/xcs101591326_ultrafast_xas.yaml @@ -0,0 +1,95 @@ +# Ultrafast Fe K-edge XAS analysis for xcs101591326 +# Run 70: DCCM energy scan (7095–7132 eV, 97 points) +# Fluorescence-detected XAS using ipm4 (I0) and epix_2/ROI_sum (If) +# +# Workflow: +# 1. filter_shots — remove low-intensity shots (bad I0) +# 2. make_ccm_axis — define energy bins matching DCCM scan range +# 3. ccm_binning — digitize shots into energy bins using DCCM readback +# 4. union/separate_shots — split by laser status (pumped vs unpumped) +# 5. reduce_detector_ccm — bin I0 and If along energy axis +# +# The DCCM energy is read from epicsUser/dccm_E (in keV). +# XAS signal: mu ∝ If/I0 (fluorescence yield). + +experiment: + hutch: xcs + experiment_id: xcs101591326 + lcls_run: 26 + +data: + runs: ["187-216"] + keys: + ipm4/sum: ipm + epix_2/ROI_sum: epix + epicsUser/dccm_E_setpoint: ccm + enc/lasDelay: encoder + tt/ttCorr: time_tool_correction + lightStatus/xray: xray + evr/code_41: laser + detector_keys: {} + +pipeline: + # 1. Filter shots on upstream I0 intensity + - step: filter_shots + on: simultaneous + filter_key: ipm + threshold: 50 + + # 2. Define energy axis dynamically from CCM setpoints (0.25 eV resolution) + - step: make_ccm_axis + energies: auto + ccm_key: ccm + resolution: 0.00025 + + # 3. Digitize shots into CCM energy bins + - step: ccm_binning + ccm_key: ccm + ccm_bins_key: ccm_bins + + # 4. Split shot masks by laser status + - step: union_shots + on: ipm + filter_keys: [simultaneous, laser] + + - step: separate_shots + on: ipm + filter_keys: [xray, laser] + + - step: union_shots + on: epix + filter_keys: [simultaneous, laser] + + - step: separate_shots + on: epix + filter_keys: [xray, laser] + + - step: union_shots + on: ccm_bin_indices + filter_keys: [simultaneous, laser] + + - step: separate_shots + on: ccm_bin_indices + filter_keys: [xray, laser] + + # 5. Bin I0 (ipm) along energy axis — laser-on and laser-off + - step: reduce_detector_ccm + on: ipm_simultaneous_laser + ccm_bin_key: ccm_bin_indices_simultaneous_laser + + - step: reduce_detector_ccm + on: ipm_xray_not_laser + ccm_bin_key: ccm_bin_indices_xray_not_laser + + # 6. Bin If (fluorescence) along energy axis — laser-on and laser-off + - step: reduce_detector_ccm + on: epix_simultaneous_laser + ccm_bin_key: ccm_bin_indices_simultaneous_laser + + - step: reduce_detector_ccm + on: epix_xray_not_laser + ccm_bin_key: ccm_bin_indices_xray_not_laser + +output: + format: hdf5 + path: ./results/xcs101591326_ultrafast_xas/ diff --git a/tests/test_xes_steps.py b/tests/test_xes_steps.py index 96ec686..0e71c59 100644 --- a/tests/test_xes_steps.py +++ b/tests/test_xes_steps.py @@ -32,7 +32,9 @@ class TestNormalizeXES: def test_normalize_full_range(self, xes_run): step = get_step("normalize_xes") step(xes_run, on="epix_ROI_1_simultaneous_laser_time_binned") - result = getattr(xes_run, "epix_ROI_1_simultaneous_laser_time_binned_normalized") + result = getattr( + xes_run, "epix_ROI_1_simultaneous_laser_time_binned_normalized" + ) assert result is not None # Each row should sum to 1.0 row_sums = np.sum(result, axis=1) @@ -40,8 +42,14 @@ def test_normalize_full_range(self, xes_run): def test_normalize_pixel_range(self, xes_run): step = get_step("normalize_xes") - step(xes_run, on="epix_ROI_1_simultaneous_laser_time_binned", pixel_range=[20, 60]) - result = getattr(xes_run, "epix_ROI_1_simultaneous_laser_time_binned_normalized") + step( + xes_run, + on="epix_ROI_1_simultaneous_laser_time_binned", + pixel_range=[20, 60], + ) + result = getattr( + xes_run, "epix_ROI_1_simultaneous_laser_time_binned_normalized" + ) assert result is not None # Row sums over full range won't be exactly 1 since we normalized by partial range assert result.shape == (20, 80) @@ -62,13 +70,15 @@ def test_energy_axis_basic(self): run = MockRun() run.epix_ROI_1 = np.zeros((10, 100)) # 100 pixels step = get_step("make_energy_axis") - step(run, - detector_key="epix_ROI_1", - crystal_detector_distance=200.0, - crystal_radius=250.0, - d_spacing=1.637, - mm_per_pixel=0.05, - name="xes") + step( + run, + detector_key="epix_ROI_1", + crystal_detector_distance=200.0, + crystal_radius=250.0, + d_spacing=1.637, + mm_per_pixel=0.05, + name="xes", + ) assert hasattr(run, "xes_energy") assert len(run.xes_energy) == 100 # Energy should be monotonically increasing or decreasing @@ -78,12 +88,14 @@ def test_energy_axis_basic(self): def test_energy_axis_explicit_pixels(self): run = MockRun() step = get_step("make_energy_axis") - step(run, - n_pixels=200, - crystal_detector_distance=150.0, - crystal_radius=300.0, - d_spacing=1.92, - name="cu_ka") + step( + run, + n_pixels=200, + crystal_detector_distance=150.0, + crystal_radius=300.0, + d_spacing=1.92, + name="cu_ka", + ) assert hasattr(run, "cu_ka_energy") assert len(run.cu_ka_energy) == 200 @@ -103,8 +115,8 @@ def test_patch_interpolate(self): run.spectrum = data step = get_step("patch_pixels") step(run, on="spectrum", pixels=[25], mode="interpolate") - # Patched pixel should be average of neighbors (1.0) - np.testing.assert_allclose(run.spectrum[:, 25], 1.0) + # Patched pixel should be close to neighbors (1.0) via polynomial fit + np.testing.assert_allclose(run.spectrum[:, 25], 1.0, atol=1e-3) def test_patch_zero(self): run = MockRun() @@ -114,3 +126,53 @@ def test_patch_zero(self): step = get_step("patch_pixels") step(run, on="spectrum", pixels=[25], mode="zero") np.testing.assert_allclose(run.spectrum[:, 25], 0.0) + + def test_auto_detect_spike(self): + """auto_detect catches a bright spike column via ratio method.""" + run = MockRun() + data = np.ones((10, 100)) + data[:, 50] = 100.0 # extreme spike (100x baseline) + run.spectrum = data + step = get_step("patch_pixels") + step(run, on="spectrum", auto_detect=True, threshold=5.0) + # Column 50 should be detected and patched + assert 50 in run.spectrum_auto_patched_pixels + np.testing.assert_allclose(run.spectrum[:, 50], 1.0, atol=1e-3) + + def test_auto_detect_subtle_gap(self): + """auto_detect catches a subtle ~50% reduced column via z-score method.""" + run = MockRun() + # Smooth signal with a narrow 2-col dip at cols 40-41 + data = np.ones((20, 200)) * 100.0 + data[:, 40] = 50.0 # 50% reduced (ratio=0.5 — below 5x threshold) + data[:, 41] = 50.0 + run.spectrum = data + step = get_step("patch_pixels") + step(run, on="spectrum", auto_detect=True, threshold=5.0, nsigma=5.0) + # These should be caught by z-score method (narrow dark cluster) + assert 40 in run.spectrum_auto_patched_pixels + assert 41 in run.spectrum_auto_patched_pixels + + def test_auto_detect_ignores_wide_gradient(self): + """auto_detect does NOT flag a wide signal gradient as bad pixels.""" + run = MockRun() + # Smooth gradient across 200 columns + data = np.tile(np.linspace(50, 150, 200), (10, 1)) + run.spectrum = data + step = get_step("patch_pixels") + step(run, on="spectrum", auto_detect=True, threshold=5.0, nsigma=5.0) + # No columns should be flagged for a smooth gradient + assert len(run.spectrum_auto_patched_pixels) == 0 + + def test_auto_detect_merges_manual(self): + """Manual pixels are merged with auto-detected ones.""" + run = MockRun() + data = np.ones((10, 100)) + data[:, 50] = 100.0 # will be auto-detected + run.spectrum = data + step = get_step("patch_pixels") + step(run, on="spectrum", auto_detect=True, pixels=[10], threshold=5.0) + # Both manual (10) and auto (50) should be patched + patched = run.spectrum_auto_patched_pixels + run.spectrum_manual_patched_pixels + assert 10 in run.spectrum_manual_patched_pixels + assert 50 in run.spectrum_auto_patched_pixels diff --git a/xcs101591326.ipynb b/xcs101591326.ipynb new file mode 100644 index 0000000..c317dec --- /dev/null +++ b/xcs101591326.ipynb @@ -0,0 +1,648 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "7e0a1ad9-8bf2-4d09-abc1-ed6169057266", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Runs processed: 30\n", + "Energy bins (union): 41\n", + "Total shots (laser-on): 280260\n", + "Total shots (laser-off): 288262\n", + "Avg shots/bin (laser-on): 6836\n", + "Avg shots/bin (laser-off): 7031\n" + ] + } + ], + "source": [ + "from XSpect import Pipeline\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "p = Pipeline.from_yaml('examples/xcs101591326_ultrafast_xas.yaml')\n", + "p.run(cores=1, batch_size=100000)\n", + "\n", + "# Aggregate stats across all runs\n", + "# Runs may have different numbers of energy bins (incomplete scans) — use union grid size\n", + "union_energies = np.unique(np.round(\n", + " np.concatenate([run.ccm_energies for run in p.analyzed_runs]), 5))\n", + "n_bins = len(union_energies)\n", + "total_on = sum(run.epix_simultaneous_laser_energy_bincount.sum() for run in p.analyzed_runs)\n", + "total_off = sum(run.epix_xray_not_laser_energy_bincount.sum() for run in p.analyzed_runs)\n", + "\n", + "print(f'Runs processed: {len(p.analyzed_runs)}')\n", + "print(f'Energy bins (union): {n_bins}')\n", + "print(f'Total shots (laser-on): {total_on:.0f}')\n", + "print(f'Total shots (laser-off): {total_off:.0f}')\n", + "print(f'Avg shots/bin (laser-on): {total_on / n_bins:.0f}')\n", + "print(f'Avg shots/bin (laser-off): {total_off / n_bins:.0f}')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "b4d66df1-805a-415f-b99b-5352e58fc23c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Aggregated 30 runs onto 41 energy points\n", + "Total shots: laser-on=280260, laser-off=288262\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# Build union energy grid — runs may have incomplete scans with different bin counts.\n", + "# Round to 5 decimal places (keV) = 0.01 eV precision to avoid float comparison issues.\n", + "union_energies = np.unique(np.round(\n", + " np.concatenate([run.ccm_energies for run in p.analyzed_runs]), 5))\n", + "energy = union_energies * 1000 # keV -> eV\n", + "n_union = len(union_energies)\n", + "\n", + "epix_on = np.zeros(n_union)\n", + "I0_on = np.zeros(n_union)\n", + "epix_off = np.zeros(n_union)\n", + "I0_off = np.zeros(n_union)\n", + "counts_on = np.zeros(n_union)\n", + "counts_off = np.zeros(n_union)\n", + "\n", + "for run in p.analyzed_runs:\n", + " e_run = np.round(run.ccm_energies, 5)\n", + " n = len(e_run)\n", + " # Map this run's energy points onto the union grid by exact position\n", + " idx = np.searchsorted(union_energies, e_run)\n", + " epix_on[idx] += run.epix_simultaneous_laser_energy_binned[:n]\n", + " I0_on[idx] += run.ipm_simultaneous_laser_energy_binned[:n]\n", + " epix_off[idx] += run.epix_xray_not_laser_energy_binned[:n]\n", + " I0_off[idx] += run.ipm_xray_not_laser_energy_binned[:n]\n", + " counts_on[idx] += run.epix_simultaneous_laser_energy_bincount[:n]\n", + " counts_off[idx] += run.epix_xray_not_laser_energy_bincount[:n]\n", + "\n", + "print(f'Aggregated {len(p.analyzed_runs)} runs onto {n_union} energy points')\n", + "print(f'Total shots: laser-on={counts_on.sum():.0f}, laser-off={counts_off.sum():.0f}')\n", + "\n", + "# Fluorescence-yield XAS: mu ∝ If / I0\n", + "safe_I0_on = np.where(I0_on > 0, I0_on, np.nan)\n", + "safe_I0_off = np.where(I0_off > 0, I0_off, np.nan)\n", + "\n", + "mu_on = epix_on / safe_I0_on\n", + "mu_off = epix_off / safe_I0_off\n", + "diff = mu_on - mu_off\n", + "\n", + "fig, axes = plt.subplots(2, 2, figsize=(12, 8))\n", + "\n", + "# Top-left: raw fluorescence counts\n", + "ax = axes[0, 0]\n", + "ax.plot(energy, epix_on, label='laser on')\n", + "ax.plot(energy, epix_off, label='laser off')\n", + "ax.set_xlabel('Energy (eV)')\n", + "ax.set_ylabel('epix (fluorescence counts)')\n", + "ax.set_title('Raw fluorescence signal')\n", + "ax.legend()\n", + "\n", + "# Top-right: I0 per energy bin\n", + "ax = axes[0, 1]\n", + "ax.plot(energy, I0_on, label='laser on')\n", + "ax.plot(energy, I0_off, label='laser off')\n", + "ax.set_xlabel('Energy (eV)')\n", + "ax.set_ylabel('I0 (ipm5 sum)')\n", + "ax.set_title('Incident intensity')\n", + "ax.legend()\n", + "\n", + "# Bottom-left: normalized XAS (If/I0)\n", + "ax = axes[1, 0]\n", + "ax.plot(energy, mu_on, label='laser on (pumped)')\n", + "ax.plot(energy, mu_off, label='laser off (unpumped)')\n", + "ax.set_xlabel('Energy (eV)')\n", + "ax.set_ylabel(r'$\\mu$ (epix / I0)')\n", + "ax.set_title('Fe K-edge XAS (fluorescence yield)')\n", + "ax.axvline(7112, color='gray', ls='--', alpha=0.5, label='Fe K-edge')\n", + "ax.legend()\n", + "\n", + "# Bottom-right: difference spectrum\n", + "ax = axes[1, 1]\n", + "ax.plot(energy, diff, 'k-')\n", + "ax.axhline(0, color='gray', ls='--', alpha=0.5)\n", + "ax.axvline(7112, color='gray', ls='--', alpha=0.5)\n", + "ax.set_xlabel('Energy (eV)')\n", + "ax.set_ylabel(r'$\\Delta\\mu$ (on - off)')\n", + "ax.set_title('Transient XAS difference')\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "diag-bin-coverage-001", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Energy shots_on shots_off I0_on I0_off mu_on mu_off note\n", + "-----------------------------------------------------------------------------------------------\n", + " 7116.00 4976 7175 32235465.6 31804549.8 0.0122 0.0122 \n", + " 7116.25 6929 7180 53423601.4 53496168.9 0.0026 0.0027 \n", + " 7116.50 6858 7177 66236846.9 64124028.5 0.0031 0.0030 \n", + " 7117.00 7047 7186 73281136.6 73168684.4 0.0032 0.0031 \n", + " 7117.25 7038 7180 76760037.0 75112387.0 0.0031 0.0031 \n", + " 7117.50 6926 7055 73567276.8 72911823.6 0.0031 0.0031 \n", + " 7117.75 6840 6945 78224283.6 77370889.0 0.0030 0.0029 \n", + " 7118.00 6837 6946 76807722.5 74282901.1 0.0030 0.0030 \n", + " 7118.50 6794 6934 76175839.0 75959032.8 0.0031 0.0031 \n", + " 7118.75 6848 6945 79101132.6 76153765.9 0.0032 0.0032 \n", + " 7119.00 6810 6915 78995871.0 78825837.9 0.0033 0.0033 \n", + " 7119.25 6621 6720 77382463.2 76378075.4 0.0034 0.0034 \n", + " 7119.50 6589 6697 75581518.9 74154101.9 0.0035 0.0035 \n", + " 7120.00 6601 6707 73549701.8 72647218.0 0.0037 0.0036 \n", + " 7120.25 6330 6696 70278878.0 69700023.1 0.0038 0.0038 \n", + " 7120.50 6338 6704 72391365.8 70432262.4 0.0041 0.0041 \n", + " 7120.75 6572 6704 73168125.2 72516454.4 0.0045 0.0045 \n", + " 7121.00 6583 6874 71935187.1 69107564.1 0.0051 0.0051 \n", + " 7121.50 6729 6878 73746836.5 72468389.5 0.0056 0.0056 \n", + " 7121.75 6626 6879 71585494.1 70321740.2 0.0062 0.0063 \n", + " 7122.00 6761 6871 70798843.6 69818061.1 0.0071 0.0071 \n", + " 7122.25 6830 6941 70940348.9 70158028.9 0.0081 0.0081 \n", + " 7122.50 7004 7102 73855207.2 73073259.5 0.0090 0.0091 \n", + " 7123.00 7014 7124 76142850.4 73238476.9 0.0102 0.0102 \n", + " 7123.25 7003 7122 74911064.6 74183302.6 0.0116 0.0116 \n", + " 7123.50 7033 7113 78194712.2 75762547.5 0.0131 0.0130 \n", + " 7123.75 7077 7166 77984132.0 76295041.2 0.0148 0.0148 \n", + " 7124.00 7089 7189 75034342.4 75628266.0 0.0165 0.0165 \n", + " 7124.50 7066 7177 73456343.1 73564772.2 0.0183 0.0184 \n", + " 7124.75 7071 7183 72635332.9 70497976.4 0.0201 0.0200 \n", + " 7125.00 7026 7178 73190289.8 71403302.8 0.0219 0.0220 \n", + " 7125.25 6997 7181 73693542.8 71693327.9 0.0237 0.0238 \n", + " 7125.50 7037 7176 74734756.2 73441286.5 0.0253 0.0250 \n", + " 7126.00 6893 7001 72961068.2 72124483.6 0.0265 0.0264 \n", + " 7126.25 6839 6945 72280362.2 71650546.0 0.0276 0.0275 \n", + " 7126.50 6847 6939 72576584.2 69621957.4 0.0285 0.0283 \n", + " 7126.75 6839 6941 70470895.1 70534614.2 0.0290 0.0288 \n", + " 7127.00 8634 8768 88644855.9 86062066.5 0.0289 0.0289 \n", + " 7127.50 6858 6944 71194285.1 70093383.1 0.0286 0.0287 \n", + " 7127.75 6827 6948 70578274.1 68936694.6 0.0283 0.0285 \n", + " 7128.00 6623 6756 68508986.9 67581825.9 0.0279 0.0279 \n", + "\n", + "NaN bins — mu_on: 0, mu_off: 0\n", + "Zero bins — shots_on: 0, shots_off: 0\n", + "\n", + "Reminder: filter_shots threshold = 500 (ipm5/sum). Bins where ALL simultaneous shots have ipm<500 will show as type B.\n" + ] + } + ], + "source": [ + "# ── Diagnostic: bin-by-bin coverage ─────────────────────────────────────────\n", + "# Flags NaN bins and distinguishes the three possible gap causes:\n", + "# A) counts_on==0, counts_off==0 → energies not scanned (or CCM missed)\n", + "# B) counts_on==0, counts_off>0 → laser was OFF at those energies\n", + "# (or ipm threshold removed all laser-on shots)\n", + "# C) counts_on>0, counts_off==0 → no xray-not-laser reference\n", + "\n", + "header = f\"{'Energy':>10} {'shots_on':>10} {'shots_off':>11} {'I0_on':>12} {'I0_off':>12} mu_on mu_off note\"\n", + "print(header)\n", + "print('-' * 95)\n", + "for i, e in enumerate(energy):\n", + " mon = f'{mu_on[i]:.4f}' if not np.isnan(mu_on[i]) else 'NaN '\n", + " moff = f'{mu_off[i]:.4f}' if not np.isnan(mu_off[i]) else 'NaN '\n", + " if counts_on[i] == 0 and counts_off[i] == 0:\n", + " note = '<-- A: not scanned'\n", + " elif counts_on[i] == 0:\n", + " note = '<-- B: no laser-on shots'\n", + " elif counts_off[i] == 0:\n", + " note = '<-- C: no laser-off shots'\n", + " else:\n", + " note = ''\n", + " print(f'{e:10.2f} {int(counts_on[i]):10} {int(counts_off[i]):11} '\n", + " f'{I0_on[i]:12.1f} {I0_off[i]:12.1f} {mon} {moff} {note}')\n", + "\n", + "print()\n", + "print(f'NaN bins — mu_on: {np.sum(np.isnan(mu_on))}, mu_off: {np.sum(np.isnan(mu_off))}')\n", + "print(f'Zero bins — shots_on: {int(np.sum(counts_on==0))}, shots_off: {int(np.sum(counts_off==0))}')\n", + "\n", + "# Also print the ipm threshold from the YAML to remind us what we're filtering at\n", + "print()\n", + "print('Reminder: filter_shots threshold = 500 (ipm5/sum). '\n", + " 'Bins where ALL simultaneous shots have ipm<500 will show as type B.')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "ad24dde9-9486-457d-874a-183780659255", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([7.116 , 7.11625, 7.1165 , 7.117 , 7.11725, 7.1175 , 7.11775,\n", + " 7.118 , 7.1185 , 7.11875, 7.119 , 7.11925, 7.1195 , 7.12 ,\n", + " 7.12025, 7.1205 , 7.12075, 7.121 , 7.1215 , 7.12175, 7.122 ,\n", + " 7.12225, 7.1225 , 7.123 , 7.12325, 7.1235 , 7.12375, 7.124 ,\n", + " 7.1245 , 7.12475, 7.125 , 7.12525, 7.1255 , 7.126 , 7.12625,\n", + " 7.1265 , 7.12675, 7.127 , 7.1275 , 7.12775, 7.128 ])" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "union_energies" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "02b02911-03c8-45b4-867f-6fc6da42d105", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(1, 1, figsize=(6, 6))\n", + "\n", + "ax = axes\n", + "ax.plot(energy, mu_on,'-', label='laser on (pumped)')\n", + "ax.plot(energy, mu_off,'-', label='laser off (unpumped)')\n", + "ax.set_xlabel('Energy (eV)')\n", + "ax.set_ylabel(r'$\\mu$ (epix / I0)')\n", + "ax.set_title('Fe K-edge XAS (fluorescence yield)')\n", + "ax.axvline(7112, color='gray', ls='--', alpha=0.5, label='Fe K-edge')\n", + "ax.set_xlim(7106,7120)\n", + "ax.set_ylim(0,0.4)\n", + "ax.legend()\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "ba19010e-e31b-4b79-b393-2f25b1f5bfc7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(-0.01, 0.01)" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(1, 1, figsize=(6, 6))\n", + "ax = axes\n", + "ax.plot(energy, diff, 'k-')\n", + "ax.axhline(0, color='gray', ls='--', alpha=0.5)\n", + "ax.axvline(7112, color='gray', ls='--', alpha=0.5)\n", + "ax.set_xlabel('Energy (eV)')\n", + "ax.set_ylabel(r'$\\Delta\\mu$ (on - off)')\n", + "ax.set_title('Transient XAS difference')\n", + "ax.set_xlim(7106,7120)\n", + "ax.set_ylim(-0.01,0.01)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "51b88249-aae2-4690-8b1e-e8f977c078f9", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Shot statistics per energy bin (aggregated)\n", + "fig, ax = plt.subplots(figsize=(8, 3))\n", + "ax.bar(energy, counts_on, width=0.3, alpha=0.7, label='laser on')\n", + "ax.bar(energy, counts_off, width=0.3, alpha=0.7, label='laser off')\n", + "ax.set_xlabel('Energy (eV)')\n", + "ax.set_ylabel('Shots per bin')\n", + "ax.set_title('Shot statistics (all runs)')\n", + "ax.legend()\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "e2d8bff8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Runs processed: 1\n", + "Time bins: 14 (-40 to 100 ps)\n", + "Total shots: laser-on=9168, laser-off=3677\n", + "Dark reference (avg laser-off mu): 0.004814\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Temporal XAS: fluorescence yield vs time delay (runs 81-89, fixed energy 7126.5 eV)\n", + "from XSpect import Pipeline\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "p_time = Pipeline.from_yaml('examples/xcs101591326_temporal_xas.yaml')\n", + "p_time.run(cores=1, batch_size=100000000)\n", + "\n", + "print(f'Runs processed: {len(p_time.analyzed_runs)}')\n", + "\n", + "# Aggregate time-binned data across all runs (same time bins for all)\n", + "time_ps = p_time.analyzed_runs[0].time_bins\n", + "n_time = len(time_ps)\n", + "\n", + "epix_on = np.zeros(n_time)\n", + "ipm_on = np.zeros(n_time)\n", + "epix_off = np.zeros(n_time)\n", + "ipm_off = np.zeros(n_time)\n", + "counts_on = np.zeros(n_time)\n", + "counts_off = np.zeros(n_time)\n", + "\n", + "for run in p_time.analyzed_runs:\n", + " epix_on += run.epix_simultaneous_laser_time_binned[:n_time]\n", + " ipm_on += run.ipm_simultaneous_laser_time_binned[:n_time]\n", + " epix_off += run.epix_xray_not_laser_time_binned[:n_time]\n", + " ipm_off += run.ipm_xray_not_laser_time_binned[:n_time]\n", + " counts_on += run.epix_simultaneous_laser_bincount[:n_time]\n", + " counts_off += run.epix_xray_not_laser_bincount[:n_time]\n", + "\n", + "# Fluorescence-yield XAS: mu = If / I0\n", + "safe_ipm_on = np.where(ipm_on > 0, ipm_on, np.nan)\n", + "safe_ipm_off = np.where(ipm_off > 0, ipm_off, np.nan)\n", + "mu_on = epix_on / safe_ipm_on\n", + "mu_off = epix_off / safe_ipm_off\n", + "\n", + "# Use the average of ALL laser-off time bins as the dark reference\n", + "mu_off_avg = np.nanmean(mu_off)\n", + "delta_mu = mu_on - mu_off_avg\n", + "\n", + "print(f'Time bins: {n_time} ({time_ps[0]:.0f} to {time_ps[-1]:.0f} ps)')\n", + "print(f'Total shots: laser-on={counts_on.sum():.0f}, laser-off={counts_off.sum():.0f}')\n", + "print(f'Dark reference (avg laser-off mu): {mu_off_avg:.6f}')\n", + "\n", + "fig, axes = plt.subplots(1, 3, figsize=(15, 4))\n", + "\n", + "ax = axes[0]\n", + "ax.plot(time_ps, mu_on, 'r-', label='laser on (pumped)')\n", + "ax.axhline(mu_off_avg, color='b', ls='-', label=f'laser off avg ({mu_off_avg:.4f})')\n", + "ax.set_xlabel('Time delay (ps)')\n", + "ax.set_ylabel(r'$\\mu$ (If/I0)')\n", + "ax.set_title('XAS @ 7126.5 eV vs time')\n", + "ax.axvline(0, color='gray', ls='--', alpha=0.5)\n", + "ax.legend()\n", + "\n", + "ax = axes[1]\n", + "ax.plot(time_ps, delta_mu, 'k-')\n", + "ax.axhline(0, color='gray', ls='--', alpha=0.5)\n", + "ax.axvline(0, color='gray', ls='--', alpha=0.5)\n", + "ax.set_xlabel('Time delay (ps)')\n", + "ax.set_ylabel(r'$\\Delta\\mu$ (on - off$_{avg}$)')\n", + "ax.set_title('Transient XAS difference @ 7126.5 eV')\n", + "\n", + "ax = axes[2]\n", + "ax.plot(time_ps, counts_on, 'r-', label='laser on')\n", + "ax.plot(time_ps, counts_off, 'b-', label='laser off')\n", + "ax.set_xlabel('Time delay (ps)')\n", + "ax.set_ylabel('Shots per bin')\n", + "ax.set_title(f'Shot statistics ({len(p_time.analyzed_runs)} runs)')\n", + "ax.legend()\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "9544184f-71ef-4e12-bba0-db20a145a332", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "76.4" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.nansum(counts_on)/120" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "03c37799-2544-4c26-9b2f-9827298ce90e", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "2d-xas-imshow-001", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Runs: 30 | Energy bins: 41 | Time bins: 21 (-2.0 to 8.0 ps)\n" + ] + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# ── 2D XAS: DCCM energy × time delay ─────────────────────────────────────────\n", + "from XSpect import Pipeline\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "p2d = Pipeline.from_yaml('examples/xcs101591326_2d_xas.yaml')\n", + "p2d.run(cores=1, batch_size=100000)\n", + "\n", + "# ── Aggregate across runs ─────────────────────────────────────────────────────\n", + "# Energy: union grid (runs may have incomplete scans)\n", + "union_energies = np.unique(np.round(\n", + " np.concatenate([run.ccm_energies for run in p2d.analyzed_runs]), 5))\n", + "energy_2d = union_energies * 1000 # keV -> eV\n", + "n_energy = len(union_energies)\n", + "\n", + "# Time: fixed axis (all runs share the same linspace bins)\n", + "time_ps = p2d.analyzed_runs[0].time_bins\n", + "n_time = len(time_ps)\n", + "\n", + "epix_on_2d = np.zeros((n_time, n_energy))\n", + "I0_on_2d = np.zeros((n_time, n_energy))\n", + "epix_off_2d = np.zeros((n_time, n_energy))\n", + "I0_off_2d = np.zeros((n_time, n_energy))\n", + "\n", + "for run in p2d.analyzed_runs:\n", + " e_run = np.round(run.ccm_energies, 5)\n", + " n_e = len(e_run)\n", + " e_idx = np.searchsorted(union_energies, e_run)\n", + " epix_on_2d[:, e_idx] += run.epix_simultaneous_laser_time_energy_binned[:n_time, :n_e]\n", + " I0_on_2d[:, e_idx] += run.ipm_simultaneous_laser_time_energy_binned[:n_time, :n_e]\n", + " epix_off_2d[:, e_idx] += run.epix_xray_not_laser_time_energy_binned[:n_time, :n_e]\n", + " I0_off_2d[:, e_idx] += run.ipm_xray_not_laser_time_energy_binned[:n_time, :n_e]\n", + "\n", + "# ── Fluorescence yield ────────────────────────────────────────────────────────\n", + "safe_I0_on = np.where(I0_on_2d > 0, I0_on_2d, np.nan)\n", + "safe_I0_off = np.where(I0_off_2d > 0, I0_off_2d, np.nan)\n", + "mu_on_2d = epix_on_2d / safe_I0_on\n", + "mu_off_2d = epix_off_2d / safe_I0_off\n", + "\n", + "# Δμ: subtract pre-t0 laser-off average as reference (shape: 1 × n_energy)\n", + "pre_t0 = time_ps < 0\n", + "mu_ref = np.nanmean(mu_off_2d[pre_t0, :], axis=0, keepdims=True)\n", + "delta_mu = mu_on_2d - mu_ref\n", + "\n", + "print(f'Runs: {len(p2d.analyzed_runs)} | '\n", + " f'Energy bins: {n_energy} | '\n", + " f'Time bins: {n_time} ({time_ps[0]:.1f} to {time_ps[-1]:.1f} ps)')\n", + "\n", + "# ── Plot ──────────────────────────────────────────────────────────────────────\n", + "extent = [energy_2d[0], energy_2d[-1], time_ps[0], time_ps[-1]]\n", + "\n", + "fig, axes = plt.subplots(1, 2, figsize=(14, 5))\n", + "\n", + "# Left: absolute μ(E, t) laser-on\n", + "ax = axes[0]\n", + "im = ax.imshow(mu_on_2d, aspect='auto', origin='lower', extent=extent)\n", + "plt.colorbar(im, ax=ax, label=r'$\\mu$ (If / I0)')\n", + "ax.set_xlabel('Energy (eV)')\n", + "ax.set_ylabel('Time delay (ps)')\n", + "ax.set_title(r'XAS map: $\\mu$(E, t) — laser on')\n", + "ax.axhline(0, color='w', ls='--', lw=1, alpha=0.8, label='t = 0')\n", + "ax.axvline(7112, color='w', ls=':', lw=1, alpha=0.8, label='Fe K-edge')\n", + "ax.legend(fontsize=8, loc='upper left')\n", + "\n", + "# Right: Δμ(E, t) = μ_on − μ_off(pre-t0)\n", + "ax = axes[1]\n", + "vmax = np.nanpercentile(np.abs(delta_mu), 98)\n", + "im2 = ax.imshow(delta_mu, aspect='auto', origin='lower', extent=extent,\n", + " cmap='RdBu_r', vmin=-vmax, vmax=vmax)\n", + "plt.colorbar(im2, ax=ax, label=r'$\\Delta\\mu$ (on $-$ off$_{pre-t_0}$)')\n", + "ax.set_xlabel('Energy (eV)')\n", + "ax.set_ylabel('Time delay (ps)')\n", + "ax.set_title(r'Transient XAS: $\\Delta\\mu$(E, t)')\n", + "ax.axhline(0, color='k', ls='--', lw=1, alpha=0.7)\n", + "ax.axvline(7112, color='k', ls=':', lw=1, alpha=0.7)\n", + "\n", + "plt.tight_layout()\n", + "plt.show()\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.20" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}