diff --git a/.gitignore b/.gitignore index 7d0384f..b04063b 100644 --- a/.gitignore +++ b/.gitignore @@ -23,6 +23,7 @@ var/ *.egg-info/ .installed.cfg *.egg +.DS_Store # PyInstaller # Usually these files are written by a python script from a template @@ -96,4 +97,4 @@ pip-selfcheck.json share #misc -*.sqlite \ No newline at end of file +*.sqlite diff --git a/Procfile b/Procfile new file mode 100644 index 0000000..e645050 --- /dev/null +++ b/Procfile @@ -0,0 +1 @@ +web: ./run diff --git a/README.md b/README.md new file mode 100644 index 0000000..7a014c4 --- /dev/null +++ b/README.md @@ -0,0 +1,33 @@ +# PYSEARCH + +**Authors:** Marc Fieser, Sera Smith, and Ben Shields + +**Live URL:** https://vascodagama.herokuapp.com/ + +## Getting Started: +``` +- cd + +- $VENV/bin/pip install -e . + +- $VENV/bin/initialize_db development.ini + +- $VENV/bin/pserve development.ini +``` + +## Global Variables: + +harvester.py: +NUM_OF_OCCURANCES -- number of times a word must appear in order for harvester to add word to database keyword table. + +crawler.py: +CRAWL_COUNT -- crawl page count parameter +DEPTH_LEVEL -- depth per page crawled + +pipelines.py: +MINIMUM_MATCHES -- minimum number of word matches for url to be sent to database matches table. + +## License: +MIT + +**Copyright 2017** diff --git a/README.txt b/README.txt deleted file mode 100644 index 2c61cdf..0000000 --- a/README.txt +++ /dev/null @@ -1,14 +0,0 @@ -pysearch README -================== - -Getting Started ---------------- - -- cd - -- $VENV/bin/pip install -e . - -- $VENV/bin/initialize_pysearch_db development.ini - -- $VENV/bin/pserve development.ini - diff --git a/development.ini b/development.ini index 032f599..738154e 100644 --- a/development.ini +++ b/development.ini @@ -14,7 +14,8 @@ pyramid.default_locale_name = en pyramid.includes = pyramid_debugtoolbar -sqlalchemy.url = sqlite:///%(here)s/pysearch.sqlite +sqlalchemy.url = postgres://@localhost:5432/pysearch + # By default, the toolbar only appears for clients from IP addresses # '127.0.0.1' and '::1'. diff --git a/pysearch/.DS_Store b/pysearch/.DS_Store new file mode 100644 index 0000000..2a43b86 Binary files /dev/null and b/pysearch/.DS_Store differ diff --git a/pysearch/__init__.py b/pysearch/__init__.py index 7585985..0e63598 100644 --- a/pysearch/__init__.py +++ b/pysearch/__init__.py @@ -6,7 +6,7 @@ def main(global_config, **settings): """ This function returns a Pyramid WSGI application. """ - settings["sqlachemy.url"] = os.environ["DATABASE_URL"] + # settings["sqlachemy.url"] = os.environ["DATABASE_URL"] config = Configurator(settings=settings) config.include('pyramid_jinja2') config.include('.models') diff --git a/pysearch/search_engine/add_to_db.py b/pysearch/harvester/__init__.py similarity index 100% rename from pysearch/search_engine/add_to_db.py rename to pysearch/harvester/__init__.py diff --git a/pysearch/harvester/middlewares.py b/pysearch/harvester/middlewares.py new file mode 100644 index 0000000..6e9c320 --- /dev/null +++ b/pysearch/harvester/middlewares.py @@ -0,0 +1,56 @@ +# -*- coding: utf-8 -*- + +# Define here the models for your spider middleware +# +# See documentation in: +# http://doc.scrapy.org/en/latest/topics/spider-middleware.html + +from scrapy import signals + + +class HarvesterSpiderMiddleware(object): + # Not all methods need to be defined. If a method is not defined, + # scrapy acts as if the spider middleware does not modify the + # passed objects. + + @classmethod + def from_crawler(cls, crawler): + # This method is used by Scrapy to create your spiders. + s = cls() + crawler.signals.connect(s.spider_opened, signal=signals.spider_opened) + return s + + def process_spider_input(response, spider): + # Called for each response that goes through the spider + # middleware and into the spider. + + # Should return None or raise an exception. + return None + + def process_spider_output(response, result, spider): + # Called with the results returned from the Spider, after + # it has processed the response. + + # Must return an iterable of Request, dict or Item objects. + for i in result: + yield i + + def process_spider_exception(response, exception, spider): + # Called when a spider or process_spider_input() method + # (from other spider middleware) raises an exception. + + # Should return either None or an iterable of Response, dict + # or Item objects. + pass + + def process_start_requests(start_requests, spider): + # Called with the start requests of the spider, and works + # similarly to the process_spider_output() method, except + # that it doesn’t have a response associated. + + # Must return only requests (not items). + for r in start_requests: + yield r + + def spider_opened(self, spider): + spider.logger.info('Spider opened: %s' % spider.name) diff --git a/pysearch/harvester/pipelines.py b/pysearch/harvester/pipelines.py new file mode 100644 index 0000000..0ec9de1 --- /dev/null +++ b/pysearch/harvester/pipelines.py @@ -0,0 +1,80 @@ +"""pipelines.py.""" +# -*- coding: utf-8 -*- + +# Define your item pipelines here +# +# Don't forget to add your pipeline to the ITEM_PIPELINES setting +# See: http://doc.scrapy.org/en/latest/topics/item-pipeline.html + +from sqlalchemy.orm import sessionmaker +from pysearch.models import Keyword, Match + + +from pysearch.models.meta import Base +from sqlalchemy.engine.url import URL +from sqlalchemy import create_engine + +DATABASE = { + 'drivername': 'postgres', + 'host': 'localhost', + 'port': '5432', + 'database': 'pysearch' +} + +MINIMUM_MATCHES = 5 + + +def db_connect(): + """Perform database connection using database settings from settings.py. Returns sqlalchemy engine instance.""" + return create_engine(URL(**DATABASE)) + + +def create_keyword_table(engine): + """Create tables.""" + Base.metadata.create_all(engine) + + +class CrawlerPipeline(object): + """Crawler pipeline for comparing scraped items with items in the database.""" + + def __init__(self): + """Initialize database connection and sessionmaker. Creates matches table.""" + engine = db_connect() + create_keyword_table(engine) + self.Session = sessionmaker(bind=engine) + + def process_item(self, item, spider): + """Save matches in the database. + + This method is called for every item pipeline component. + + """ + if spider.name is 'crawler': + session = self.Session() + try: + db_words = session.query(Keyword).all() + match_words = [] + for word in db_words: + if word.keyword in item['words']: + match = { + 'word': word.keyword, + 'key_weight': word.keyword_weight, + 'count': item['words'][word.keyword], + 'url': item['url'] + } + match_words.append(match) + if len(match_words) > MINIMUM_MATCHES: + to_add = [] + for match in match_words: + new_keyword = Match(keyword=match['word'], keyword_weight=match['key_weight'], page_url=match['url'], count=match['count']) + to_add.append(new_keyword) + print('Pysearch Database Updated...') + session.add_all(to_add) + session.commit() + except: + session.rollback() + raise + finally: + session.close() + + return item diff --git a/pysearch/harvester/settings.py b/pysearch/harvester/settings.py new file mode 100644 index 0000000..f3368f9 --- /dev/null +++ b/pysearch/harvester/settings.py @@ -0,0 +1,90 @@ +# -*- coding: utf-8 -*- + +# Scrapy settings for harvester project +# +# For simplicity, this file contains only settings considered important or +# commonly used. You can find more settings consulting the documentation: +# +# http://doc.scrapy.org/en/latest/topics/settings.html +# http://scrapy.readthedocs.org/en/latest/topics/downloader-middleware.html +# http://scrapy.readthedocs.org/en/latest/topics/spider-middleware.html + +BOT_NAME = 'harvester' + +SPIDER_MODULES = ['harvester.spiders'] +NEWSPIDER_MODULE = 'harvester.spiders' + +# Crawl responsibly by identifying yourself (and your website) on the user-agent +#USER_AGENT = 'harvester (+http://www.yourdomain.com)' + +# Obey robots.txt rules +ROBOTSTXT_OBEY = True + +# Configure maximum concurrent requests performed by Scrapy (default: 16) +#CONCURRENT_REQUESTS = 32 + +# Configure a delay for requests for the same website (default: 0) +# See http://scrapy.readthedocs.org/en/latest/topics/settings.html#download-delay +# See also autothrottle settings and docs +#DOWNLOAD_DELAY = 3 +# The download delay setting will honor only one of: +#CONCURRENT_REQUESTS_PER_DOMAIN = 16 +#CONCURRENT_REQUESTS_PER_IP = 16 + +# Disable cookies (enabled by default) +#COOKIES_ENABLED = False + +# Disable Telnet Console (enabled by default) +#TELNETCONSOLE_ENABLED = False + +# Override the default request headers: +#DEFAULT_REQUEST_HEADERS = { +# 'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8', +# 'Accept-Language': 'en', +#} + +# Enable or disable spider middlewares +# See http://scrapy.readthedocs.org/en/latest/topics/spider-middleware.html +#SPIDER_MIDDLEWARES = { +# 'harvester.middlewares.HarvesterSpiderMiddleware': 543, +#} + +# Enable or disable downloader middlewares +# See http://scrapy.readthedocs.org/en/latest/topics/downloader-middleware.html +#DOWNLOADER_MIDDLEWARES = { +# 'harvester.middlewares.MyCustomDownloaderMiddleware': 543, +#} + +# Enable or disable extensions +# See http://scrapy.readthedocs.org/en/latest/topics/extensions.html +#EXTENSIONS = { +# 'scrapy.extensions.telnet.TelnetConsole': None, +#} + +# Configure item pipelines +# See http://scrapy.readthedocs.org/en/latest/topics/item-pipeline.html +ITEM_PIPELINES = { + 'harvester.pipelines.HarvesterPipeline': 300, + # 'harvester.pipelines.CrawlerPipeline': 300, +} + +# Enable and configure the AutoThrottle extension (disabled by default) +# See http://doc.scrapy.org/en/latest/topics/autothrottle.html +#AUTOTHROTTLE_ENABLED = True +# The initial download delay +#AUTOTHROTTLE_START_DELAY = 5 +# The maximum download delay to be set in case of high latencies +#AUTOTHROTTLE_MAX_DELAY = 60 +# The average number of requests Scrapy should be sending in parallel to +# each remote server +#AUTOTHROTTLE_TARGET_CONCURRENCY = 1.0 +# Enable showing throttling stats for every response received: +#AUTOTHROTTLE_DEBUG = False + +# Enable and configure HTTP caching (disabled by default) +# See http://scrapy.readthedocs.org/en/latest/topics/downloader-middleware.html#httpcache-middleware-settings +#HTTPCACHE_ENABLED = True +#HTTPCACHE_EXPIRATION_SECS = 0 +#HTTPCACHE_DIR = 'httpcache' +#HTTPCACHE_IGNORE_HTTP_CODES = [] +#HTTPCACHE_STORAGE = 'scrapy.extensions.httpcache.FilesystemCacheStorage' diff --git a/pysearch/harvester/spiders/__init__.py b/pysearch/harvester/spiders/__init__.py new file mode 100644 index 0000000..ebd689a --- /dev/null +++ b/pysearch/harvester/spiders/__init__.py @@ -0,0 +1,4 @@ +# This package will contain the spiders of your Scrapy project +# +# Please refer to the documentation for information on how to create and manage +# your spiders. diff --git a/pysearch/harvester/spiders/crawler.py b/pysearch/harvester/spiders/crawler.py new file mode 100644 index 0000000..aa5984a --- /dev/null +++ b/pysearch/harvester/spiders/crawler.py @@ -0,0 +1,80 @@ +"""Spider for crawling.""" +import collections +from stop_words import get_stop_words +from scrapy.crawler import CrawlerProcess +from scrapy.utils.project import get_project_settings +from scrapy.linkextractors import LinkExtractor +from scrapy.spiders import Rule, CrawlSpider +from scrapy.item import Item, Field + +CRAWL_COUNT = 10 +DEPTH_LEVEL = 10 + + +class MyItem(Item): + """Item container for scraping.""" + + url = Field() + words = Field() + + +class CrawlingSpider(CrawlSpider): + """Spider for harvesting words from a URL.""" + + name = "crawler" + custom_settings = { + 'ITEM_PIPELINES': { + 'pysearch.harvester.pipelines.CrawlerPipeline': 300, + } + } + + rules = (Rule(LinkExtractor(allow=("", ),), callback="parse_items", follow=True),) + + def __init__(self, url=None, *args, **kwargs): + """Initialize a harvest spider.""" + super(CrawlingSpider, self).__init__(*args, **kwargs) + + def parse_items(self, response): + """Get links from site.""" + item = MyItem() + words = [] + stop_words = get_stop_words('english') + p = response.css('p::text').extract() + for each in p: + words.extend(each.split()) + words = lower_list(words) + word_count = collections.Counter(words) + for key in list(word_count.keys()): + if key in stop_words: + del word_count[key] + item['words'] = word_count + item['url'] = response.url + yield item + + +def crawl(url): + """Initialize crawling sequence.""" + settings = get_project_settings() + settings.url = url + settings["CLOSESPIDER_PAGECOUNT"] = CRAWL_COUNT + settings["DEPTH_LEVEL"] = DEPTH_LEVEL + process = CrawlerProcess(settings) + + class ThisSpider(CrawlingSpider): + """Create a spider to crawl with.""" + + start_urls = [url] + process.crawl(ThisSpider) + process.start() + + +def lower_list(list_in): + """Return a list with all words lowercase.""" + list_out = [] + for each in list_in: + list_out.append(each.lower()) + return list_out + +if __name__ == '__main__': + import sys + crawl(sys.argv[1]) diff --git a/pysearch/harvester/spiders/harvester.py b/pysearch/harvester/spiders/harvester.py new file mode 100644 index 0000000..2f50632 --- /dev/null +++ b/pysearch/harvester/spiders/harvester.py @@ -0,0 +1,143 @@ +"""Harvester spider for getting key words from page.""" +import scrapy +import collections +from itertools import dropwhile +from stop_words import get_stop_words +from scrapy.crawler import CrawlerProcess +from scrapy.utils.project import get_project_settings + +# ******************************FOR DATABASE************************** + +from sqlalchemy.orm import sessionmaker +from pysearch.models import Keyword +from pysearch.models.meta import Base +from sqlalchemy.engine.url import URL +from sqlalchemy import create_engine + +DATABASE = { + 'drivername': 'postgres', + 'host': 'localhost', + 'port': '5432', + 'database': 'pysearch' +} + + +def db_connect(): + """Perform database connection using database settings from settings.py. Returns sqlalchemy engine instance.""" + return create_engine(URL(**DATABASE)) + + +def create_keyword_table(engine): + """Create keywords table.""" + Base.metadata.drop_all(engine) + Base.metadata.create_all(engine) + +# ********************************END DATABASE****************************** +NUM_OF_OCCURANCES = 3 + + +class HarvestSpider(scrapy.Spider): + """Spider for harvesting words from a URL.""" + + name = "harvester" + + def __init__(self, url=None, *args, **kwargs): + """Initialize a harvest spider.""" + self.url = url + engine = db_connect() + create_keyword_table(engine) + self.Session = sessionmaker(bind=engine) + + def start_requests(self): + """Starting place for request.""" + yield scrapy.Request(url=self.url, callback=self.parse) + + def parse(self, response): + """Get words from site.""" + words = [] + headers = [] + title = [] + words_in_title = [] + words_in_headers = [] + stop_words = get_stop_words('english') + h1_res = response.css('h1::text').extract() + h2_res = response.css('h2::text').extract() + h3_res = response.css('h3::text').extract() + h4_res = response.css('h4::text').extract() + h5_res = response.css('h5::text').extract() + h6_res = response.css('h6::text').extract() + title_res = response.css('title::text').extract() + p_res = response.css('p::text').extract() + + for each in p_res: + words.extend(each.split()) + for each in h1_res: + headers.extend(each.split()) + for each in h2_res: + headers.extend(each.split()) + for each in h3_res: + headers.extend(each.split()) + for each in h4_res: + headers.extend(each.split()) + for each in h5_res: + headers.extend(each.split()) + for each in h6_res: + headers.extend(each.split()) + for each in title_res: + title.extend(each.split()) + words = lower_list(words) + headers = lower_list(headers) + title = lower_list(title) + for word in words: + if word in headers and word not in stop_words: + words_in_headers.append(word) + if word in title and word not in stop_words: + words_in_title.append(word) + word_count = collections.Counter(words) + for key, count in dropwhile(lambda key_count: key_count[1] >= NUM_OF_OCCURANCES, word_count.most_common()): + del word_count[key] + for key in list(word_count.keys()): + if key in stop_words or key == '' or key == ' ': + del word_count[key] + + to_add = [] + session = self.Session() + for word, count in word_count.items(): + new_keyword = Keyword(keyword=word, keyword_weight=count) + to_add.append(new_keyword) + try: + session.add_all(to_add) + session.commit() + except: + session.rollback() + raise + finally: + session.close() + + return word_count + + +def harvest(url): + """Initialize harvest sequence.""" + settings = get_project_settings() + settings.url = url + process = CrawlerProcess(settings) + process.crawl(HarvestSpider, url=url) + process.start() + + +def lower_list(list_in): + """Return a list with all words lowercase.""" + import re + import string + regex = re.compile('[%s]' % re.escape(string.punctuation)) + list_out = [] + for each in list_in: + out = regex.sub('', each) + list_out.append(out.lower()) + return list_out + + +if __name__ == '__main__': + import sys + harvest(sys.argv[1]) diff --git a/pysearch/models/__init__.py b/pysearch/models/__init__.py index 83936a3..72a9c4b 100644 --- a/pysearch/models/__init__.py +++ b/pysearch/models/__init__.py @@ -6,6 +6,7 @@ # import or define all models here to ensure they are attached to the # Base.metadata prior to any initialization routines from .keyword import Keyword # noqa +from .keyword import Match # noqa # run configure_mappers after defining all of the models to ensure # all relationships can be setup diff --git a/pysearch/models/keyword.py b/pysearch/models/keyword.py index 9da386f..c7d692c 100644 --- a/pysearch/models/keyword.py +++ b/pysearch/models/keyword.py @@ -1,3 +1,5 @@ +"""Keyword Model.""" + from sqlalchemy import ( Column, Index, @@ -9,13 +11,29 @@ class Keyword(Base): + """Keyword Model. Populated by harvester. + Keywords from harvested page and their + number of occurences as keyword weight. + """ + __tablename__ = 'keywords' id = Column(Integer, primary_key=True) keyword = Column(Unicode) keyword_weight = Column(Unicode) - title_urls = Column(Unicode) - header_urls = Column(Unicode) - body_urls = Column(Unicode) -Index('my_index', Keyword.keyword, unique=True, mysql_length=255) +class Match(Base): + """Matches model. Populated by crawler. + Adding urls to match keywords and the + number of keywords that occur on those url pages. + """ + + __tablename__ = 'matches' + id = Column(Integer, primary_key=True) + keyword = Column(Unicode) + keyword_weight = Column(Unicode) + page_url = Column(Unicode) + count = Column(Integer) + + +Index('my_index', Keyword.id, unique=True, mysql_length=255) diff --git a/pysearch/routes.py b/pysearch/routes.py index 1d7cf79..ddfb12d 100644 --- a/pysearch/routes.py +++ b/pysearch/routes.py @@ -1,5 +1,7 @@ def includeme(config): config.add_static_view('static', 'static', cache_max_age=3600) config.add_route('home', '/') - config.add_route('logout', '/logout') - config.add_route('populating_db', '/populating_db') + config.add_route('loading', '/loading') + config.add_route('computing_results', '/computing_results') + config.add_route('results', '/results') + config.add_route('about', '/about') diff --git a/pysearch/scrapy.cfg b/pysearch/scrapy.cfg new file mode 100644 index 0000000..1475ee2 --- /dev/null +++ b/pysearch/scrapy.cfg @@ -0,0 +1,11 @@ +# Automatically created by: scrapy startproject +# +# For more information about the [deploy] section see: +# https://scrapyd.readthedocs.org/en/latest/deploy.html + +[settings] +default = harvester.settings + +[deploy] +#url = http://localhost:6800/ +project = harvester diff --git a/pysearch/scripts/initializedb.py b/pysearch/scripts/initializedb.py index 736903f..a8cd4c1 100644 --- a/pysearch/scripts/initializedb.py +++ b/pysearch/scripts/initializedb.py @@ -34,13 +34,20 @@ def main(argv=sys.argv): settings = get_appsettings(config_uri, options=options) engine = get_engine(settings) - # Base.metadata.drop_all(engine) + Base.metadata.drop_all(engine) Base.metadata.create_all(engine) - # session_factory = get_session_factory(engine) + session_factory = get_session_factory(engine) - # with transaction.manager: - # dbsession = get_tm_session(session_factory, transaction.manager) + with transaction.manager: + dbsession = get_tm_session(session_factory, transaction.manager) - # model = Keyword(name='one', value=1) - # dbsession.add(model) + +RESULTS = [ + {'keyword': 'football', 'weight': 10, 'url': 'url1', 'count': 100}, + {'keyword': 'soccer', 'weight': 5, 'url': 'url1', 'count': 100}, + {'keyword': 'football', 'weight': 10, 'url': 'url2', 'count': 50}, + {'keyword': 'soccer', 'weight': 5, 'url': 'url2', 'count': 25}, + {'keyword': 'football', 'weight': 10, 'url': 'url3', 'count': 5}, + {'keyword': 'soccer', 'weight': 5, 'url': 'url3', 'count': 5} +] diff --git a/pysearch/search_engine/analyze_url.py b/pysearch/search_engine/analyze_url.py deleted file mode 100644 index e69de29..0000000 diff --git a/pysearch/search_engine/compute_results.py b/pysearch/search_engine/compute_results.py deleted file mode 100644 index 0d7936d..0000000 --- a/pysearch/search_engine/compute_results.py +++ /dev/null @@ -1,6 +0,0 @@ -from analyze_url import analyze_url -from add_to_db import add_to_db - -def compute_results(url): - add_to_db(analyze_url(url)) - \ No newline at end of file diff --git a/pysearch/static/bootstrap-3.3.7-dist/css/bootstrap-theme.min.css b/pysearch/static/bootstrap-3.3.7-dist/css/bootstrap-theme.min.css new file mode 100644 index 0000000..5e39401 --- /dev/null +++ b/pysearch/static/bootstrap-3.3.7-dist/css/bootstrap-theme.min.css @@ -0,0 +1,6 @@ +/*! + * Bootstrap v3.3.7 (http://getbootstrap.com) + * Copyright 2011-2016 Twitter, Inc. + * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE) + */.btn-danger,.btn-default,.btn-info,.btn-primary,.btn-success,.btn-warning{text-shadow:0 -1px 0 rgba(0,0,0,.2);-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,.15),0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 0 rgba(255,255,255,.15),0 1px 1px 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.alert-link{color:#fff}.close{opacity:0.4}.close:hover,.close:focus{opacity:1}.well{-webkit-box-shadow:none;box-shadow:none}a.list-group-item.active,a.list-group-item.active:hover,a.list-group-item.active:focus{border:none}a.list-group-item-success.active{background-color:#5cb85c}a.list-group-item-success.active:hover,a.list-group-item-success.active:focus{background-color:#4cae4c}a.list-group-item-warning.active{background-color:#f0ad4e}a.list-group-item-warning.active:hover,a.list-group-item-warning.active:focus{background-color:#eea236}a.list-group-item-danger.active{background-color:#d9534f}a.list-group-item-danger.active:hover,a.list-group-item-danger.active:focus{background-color:#d43f3a}.panel{border:none}.panel-default>.panel-heading{background-color:#485563;color:#ebebeb}.thumbnail{background-color:#4e5d6c;border:none}.modal{padding:0}.modal-header,.modal-footer{background-color:#485563;border:none;border-radius:0}.popover-title{border:none} diff --git a/pysearch/static/dashinfinity.gif b/pysearch/static/dashinfinity.gif new file mode 100644 index 0000000..de62ceb Binary files /dev/null and b/pysearch/static/dashinfinity.gif differ diff --git a/pysearch/static/infinity.css b/pysearch/static/infinity.css new file mode 100644 index 0000000..46f0f5f --- /dev/null +++ b/pysearch/static/infinity.css @@ -0,0 +1,3 @@ +.infinity { + display: None; +} \ No newline at end of file diff --git a/pysearch/static/loading.js b/pysearch/static/loading.js new file mode 100644 index 0000000..2bf8569 --- /dev/null +++ b/pysearch/static/loading.js @@ -0,0 +1,23 @@ +$(document).ready(function(){ + $('#search-button').on("click", function(e){ + + $('#search-box').hide() + $('#search-button').hide() + $('.infinity').show(); + console.log('before show'); + console.log('after show'); + + e.preventDefault(); + $.ajax({ + url: "/", + method: "POST", + data: { + "url": $('#search-box').val(), + }, + success: function(){ + console.log("clicked"); + window.location.href = "/loading?url=" + $('#search-box').val(); + } + }); + }); +}); \ No newline at end of file diff --git a/pysearch/static/sera.jpg b/pysearch/static/sera.jpg new file mode 100644 index 0000000..d8c2737 Binary files /dev/null and b/pysearch/static/sera.jpg differ diff --git a/pysearch/static/style.css b/pysearch/static/style.css new file mode 100644 index 0000000..9a6be11 --- /dev/null +++ b/pysearch/static/style.css @@ -0,0 +1,55 @@ +.result-heading { + font-size: 1.5em; +} + +a.result-heading:link { + color: white; +} + +a.result-heading:visited { + color: silver; +} + +a.result-heading:hover { + color: #829255; +} + +a.result-heading:active { + color: orange; +} + +#result-title{ + font-size: 4em; +} + +.topBar{ + margin-top: 2%; +} + +.search-url{ + font-size: 2em; +} + +#search-box{ + width: 80%; +} +#search-button{ + width: 15%; +} + +.jumbotron { + padding: 0.5em 0.6em; + h1 { + font-size: 2em; + } + p { + font-size: 1.2em; + .btn { + padding: 0.5em; + } + } +} + +#footer{ + margin-top: 15%; +} diff --git a/pysearch/static/theme.css b/pysearch/static/theme.css deleted file mode 100644 index 0f4b1a4..0000000 --- a/pysearch/static/theme.css +++ /dev/null @@ -1,154 +0,0 @@ -@import url(//fonts.googleapis.com/css?family=Open+Sans:300,400,600,700); -body { - font-family: "Open Sans", "Helvetica Neue", Helvetica, Arial, sans-serif; - font-weight: 300; - color: #ffffff; - background: #bc2131; -} -h1, -h2, -h3, -h4, -h5, -h6 { - font-family: "Open Sans", "Helvetica Neue", Helvetica, Arial, sans-serif; - font-weight: 300; -} -p { - font-weight: 300; -} -.font-normal { - font-weight: 400; -} -.font-semi-bold { - font-weight: 600; -} -.font-bold { - font-weight: 700; -} -.starter-template { - margin-top: 250px; -} -.starter-template .content { - margin-left: 10px; -} -.starter-template .content h1 { - margin-top: 10px; - font-size: 60px; -} -.starter-template .content h1 .smaller { - font-size: 40px; - color: #f2b7bd; -} -.starter-template .content .lead { - font-size: 25px; - color: #f2b7bd; -} -.starter-template .content .lead .font-normal { - color: #ffffff; -} -.starter-template .links { - float: right; - right: 0; - margin-top: 125px; -} -.starter-template .links ul { - display: block; - padding: 0; - margin: 0; -} -.starter-template .links ul li { - list-style: none; - display: inline; - margin: 0 10px; -} -.starter-template .links ul li:first-child { - margin-left: 0; -} -.starter-template .links ul li:last-child { - margin-right: 0; -} -.starter-template .links ul li.current-version { - color: #f2b7bd; - font-weight: 400; -} -.starter-template .links ul li a, a { - color: #f2b7bd; - text-decoration: underline; -} -.starter-template .links ul li a:hover, a:hover { - color: #ffffff; - text-decoration: underline; -} -.starter-template .links ul li .icon-muted { - color: #eb8b95; - margin-right: 5px; -} -.starter-template .links ul li:hover .icon-muted { - color: #ffffff; -} -.starter-template .copyright { - margin-top: 10px; - font-size: 0.9em; - color: #f2b7bd; - text-transform: lowercase; - float: right; - right: 0; -} -@media (max-width: 1199px) { - .starter-template .content h1 { - font-size: 45px; - } - .starter-template .content h1 .smaller { - font-size: 30px; - } - .starter-template .content .lead { - font-size: 20px; - } -} -@media (max-width: 991px) { - .starter-template { - margin-top: 0; - } - .starter-template .logo { - margin: 40px auto; - } - .starter-template .content { - margin-left: 0; - text-align: center; - } - .starter-template .content h1 { - margin-bottom: 20px; - } - .starter-template .links { - float: none; - text-align: center; - margin-top: 60px; - } - .starter-template .copyright { - float: none; - text-align: center; - } -} -@media (max-width: 767px) { - .starter-template .content h1 .smaller { - font-size: 25px; - display: block; - } - .starter-template .content .lead { - font-size: 16px; - } - .starter-template .links { - margin-top: 40px; - } - .starter-template .links ul li { - display: block; - margin: 0; - } - .starter-template .links ul li .icon-muted { - display: none; - } - .starter-template .copyright { - margin-top: 20px; - } -} diff --git a/pysearch/templates/about.jinja2 b/pysearch/templates/about.jinja2 new file mode 100644 index 0000000..d10d99d --- /dev/null +++ b/pysearch/templates/about.jinja2 @@ -0,0 +1,66 @@ +{% extends "layout.jinja2" %} + +{% block nav %} + + +{%endblock%} + + +{% block body %} +
+
+
+
+
PySearch
+
+ +
+
+
+
+
+
+
+
Marc Fieser
+
Image
+ +
+
+
+
+
Ben Shields
+
Image
+ +
+
+
+
+
Sera Smith
+
Image
+ +
+
+
+
+
+
+
+
+
+

+ + +{%endblock%} \ No newline at end of file diff --git a/pysearch/templates/home.jinja2 b/pysearch/templates/home.jinja2 new file mode 100644 index 0000000..484d827 --- /dev/null +++ b/pysearch/templates/home.jinja2 @@ -0,0 +1,63 @@ +{% extends "layout.jinja2" %} + +{% block title %}Home{% endblock %} + +{% block nav %} + +{%endblock%} + +{% block body %} + +
+
+

Pysearch

+

Search Engine for the New Era

+
+
+ +
+
+
+
+
+ +
+
+
+
+
+ +
+ + +
+ +
+ + +{% endblock %} + + + + +{% block javascript %} + + + +{% endblock %} diff --git a/pysearch/templates/layout.jinja2 b/pysearch/templates/layout.jinja2 index 39e774e..143915d 100644 --- a/pysearch/templates/layout.jinja2 +++ b/pysearch/templates/layout.jinja2 @@ -1,66 +1,37 @@ - - - - - - - - + + + + {% block title %}PySearch{% endblock %} + + + + + + + + + + +{%block nav%} +{%endblock%} + + + +{% block body %} +{% endblock %} + +
+

Pysearch © 2017

+
+ + + +{% block javascript %} +{% endblock %} - Alchemy Scaffold for The Pyramid Web Framework - - - - - - - - - - - - - -
-
-
-
- -
-
- {% block content %} -

No content

- {% endblock content %} -
-
-
- -
-
- -
-
-
- - - - - - - + diff --git a/pysearch/templates/mytemplate.jinja2 b/pysearch/templates/mytemplate.jinja2 deleted file mode 100644 index ade7f2c..0000000 --- a/pysearch/templates/mytemplate.jinja2 +++ /dev/null @@ -1,8 +0,0 @@ -{% extends "layout.jinja2" %} - -{% block content %} -
-

Pyramid Alchemy scaffold

-

Welcome to {{project}}, an application generated by
the Pyramid Web Framework 1.7.3.

-
-{% endblock content %} diff --git a/pysearch/templates/results.jinja2 b/pysearch/templates/results.jinja2 new file mode 100644 index 0000000..9f32ea3 --- /dev/null +++ b/pysearch/templates/results.jinja2 @@ -0,0 +1,135 @@ +{% extends "layout.jinja2" %} + +{% block title %}Results{% endblock %} + +{% block nav %} + + +{%endblock%} + + +{% block body %} + +
+
+

Pysearch Results

+
+
+{% if RESULTS %} + {% set count = 1 %} + {% set top_score = RESULTS[0].score%} + {% for result in RESULTS %} + {% set perc = result.score/top_score * 100 %} + + {% if loop.index == 1 %} +
+
+
+
+ +
SEARCH URL:
+ + + +
+
+
+
+ {%else%} + + +
+
+
+
+ +
{{loop.index - 1}}. {{result.url}}
+
Matched with a score of: {{result.score}}
+ + +
+
+
+ {% set count = count + 1 %} + {%endif%} + {%endfor%} + {% else %} +
+
+
+
+ +
+
NO RESULTS FOUND
+ + +
+
+
+
+ {%endif%} +
+ + + +{# + + + +

Results:

+ + + + + + {% for result in RESULTS %} + + + + + + + {% endfor %} + +
TitleUrlContent
{{ result['page_url'] }}"This apple pie is amazing! ..."Result: {{ result }}
+ #} + +{# + + +

Results:

+ + + + + {# #} + + {# + + {% for result in RESULTS %} + + + + + + + + + {% endfor %} #} + +{#
::Keyword ::Keyword Weight ::Page Urls ::Count ::View Result Page
{{ result['keyword'] }}{{ result['keyword_weight'] }}{{ result['page_url'] }}{{ result['count'] }}
#} + +{% endblock %} diff --git a/pysearch/tests.py b/pysearch/tests.py index e69de29..2d94241 100644 --- a/pysearch/tests.py +++ b/pysearch/tests.py @@ -0,0 +1,230 @@ +"""Test Params.""" +import pytest + +from pyramid import testing + +from pysearch.models import Keyword, Match, get_tm_session +from pysearch.models.meta import Base +from pyramid.config import Configurator + +RESULTS = [ + {'keyword': 'football', 'weight': 10, 'url': 'url1', 'count': 100}, + {'keyword': 'soccer', 'weight': 5, 'url': 'url1', 'count': 100}, + {'keyword': 'football', 'weight': 10, 'url': 'url2', 'count': 50}, + {'keyword': 'soccer', 'weight': 5, 'url': 'url2', 'count': 25}, + {'keyword': 'football', 'weight': 10, 'url': 'url3', 'count': 5}, + {'keyword': 'soccer', 'weight': 5, 'url': 'url3', 'count': 5} +] + + +TEST_FILE = '\n\n\n Example Domain\n\n \n \n \n \n\n\n\n
\n

Example Domain

\n

h3

h4

h5
h6

This domain is established to be used for illustrative examples in documents. You may use this\n domain in examples without prior coordination or asking for permission.

\n

More information...

\n
\n\n\n' + +TEST_FILE_2 = 'Free Example Domain

Example Domain

the the the the the the the the marc marc marc marc marc marc pie pie pie pie pie pie pie glad glad glad glad free free free free free free only appear once

More information...

Header 1

marc Header 2

Header 3

Header 4

Header 5
Header 6
' + + +@pytest.fixture(scope="session") +def configuration(request): + """Set up a COnfigurator instance.""" + config = testing.setUp(settings={ + 'sqlalchemy.url': 'postgres://@localhost:5432/test' + }) + config.include("pysearch.models") + config.include("pysearch.routes") + + def tearDown(): + testing.tearDown() + + request.addfinalizer(tearDown) + return config + + +@pytest.fixture() +def db_session(configuration, request): + """Session fixture.""" + SessionFactory = configuration.registry['dbsession_factory'] + session = SessionFactory() + engine = session.bind + Base.metadata.create_all(engine) + + def teardown(): + session.transaction.rollback() + + request.addfinalizer(teardown) + return session + + +@pytest.fixture() +def dummy_request(db_session): + """Dummy request fixture.""" + return testing.DummyRequest(dbsession=db_session) + + +@pytest.fixture +def dummy_response(): + """Dummy response fixture.""" + from scrapy.http import TextResponse, Request + url = 'http://www.example.com' + request = Request(url=url) + response = TextResponse(url=url, request=request, body=TEST_FILE_2, encoding='utf-8') + return response + + +@pytest.fixture() +def add_models(dummy_request): + """Add results to the database, then return scored urls in order of rank.""" + for result in RESULTS: + row = Match(keyword=result['keyword'], keyword_weight=result['weight'], page_url=result['url'], count=result['count']) + dummy_request.dbsession.add(row) + + +# =================== UNIT TESTS ========================= + + +def test_new_models_added(db_session, add_models): + """Test that models gets added to db.""" + query = db_session.query(Match).all() + assert len(query) == len(RESULTS) + + +def test_results_view_scored_data(dummy_request, add_models): + """Test resulting view.""" + from pysearch.views.default import results_view + print(results_view(dummy_request)) + assert results_view(dummy_request) == {'RESULTS': [{'score': 1500, 'url': u'url1'}, {'score': 625, 'url': u'url2'}, {'score': 75, 'url': u'url3'}]} + + +# =================== FUNCTIONAL VIEWS ====================== + + +@pytest.fixture() +def testapp(request): + """Create an instance of webtests TestApp for testing routes.""" + from webtest import TestApp + + def main(global_config, **settings): + """Return a Pyramid WSGI application.""" + config = Configurator(settings=settings) + config.include('pyramid_jinja2') + config.include('pysearch.models') + config.include('pysearch.routes') + config.scan() + return config.make_wsgi_app() + + app = main({}, **{ + 'sqlalchemy.url': 'postgres://@localhost:5432/test' + }) + + testapp = TestApp(app) + session_factory = app.registry["dbsession_factory"] + session = session_factory() + engine = session.bind + Base.metadata.drop_all(engine) + Base.metadata.create_all(bind=engine) + + def tearDown(): + Base.metadata.drop_all(engine) + + request.addfinalizer(tearDown) + + return testapp + + +def test_layout_root(testapp): + """Test that the contents of the root page contains 'Pysearch' in footer.""" + response = testapp.get('/', status=200) + html = response.html + assert 'Pysearch' in html.find("footer").text + + +def test_invalid_route(testapp): + """Test when trying to redirect invalid route.""" + response = testapp.get('/search', status=404) + + +def test_about_page(testapp): + """Test that the contents of the root page contains 'About' in about page.""" + response = testapp.get('/about', status=200) + html = response.html + assert 'About' in html.find("nav").text + +# =================== TESTING VIEWS ========================= + + +def test_home_view_is_returns_empty_dict(dummy_request): + """Test there are no listings when db is empty.""" + from pysearch.views.default import home_view + assert home_view(dummy_request) == {} + + +def test_home_view_post_returns_a_redirect(dummy_request): + """Test that search post redirects.""" + from pysearch.views.default import home_view + from pyramid.httpexceptions import HTTPFound + dummy_request.method = 'POST' + dummy_request.POST['url'] = 'https://www.sample.com' + result = home_view(dummy_request) + assert isinstance(result, HTTPFound) + + +def test_computing_results_view_redirects(dummy_request): + """Test that computing results redirects and has an url attached.""" + from pysearch.views.default import computing_results_view + from pyramid.httpexceptions import HTTPFound + dummy_request.params['url'] = 'https://www.sample.com' + result = computing_results_view(dummy_request) + assert isinstance(result, HTTPFound) + + +def test_loading_results_view_redirects(dummy_request): + """Test that loading results redirects and has an url attached.""" + from pysearch.views.default import loading_view + from pyramid.httpexceptions import HTTPFound + dummy_request.params['url'] = 'https://www.sample.com' + result = loading_view(dummy_request) + assert isinstance(result, HTTPFound) + + +def test_about_view_is_returns_empty_dict(dummy_request): + """Test the about view returns an empty dict.""" + from pysearch.views.default import about_view + assert about_view(dummy_request) == {} + +# =================== HARVESTER ========================= + + +def test_harvest_spider_start_request_returns_generator(): + """Test that start request returns generator.""" + from pysearch.harvester.spiders.harvester import HarvestSpider + import types + harvy = HarvestSpider() + result = harvy.start_requests() + assert isinstance(result, types.GeneratorType) + + +def test_harvest_spider_parse_function_returns_something(dummy_response): + """Test that the harvest spider parse function returns a Counter object.""" + from pysearch.harvester.spiders.harvester import HarvestSpider + from collections import Counter + harvy = HarvestSpider() + result = harvy.parse(dummy_response) + assert type(result) is Counter + + +# =================== CRAWLER ========================= + + +def test_crawler_spider_parse_function_returns_something(dummy_response): + """Test that the crawler spider parse function returns a Generator.""" + from pysearch.harvester.spiders.crawler import CrawlingSpider + import types + crawly = CrawlingSpider() + result = crawly.parse_items(dummy_response) + assert isinstance(result, types.GeneratorType) + + +def test_crawler_spider_to_lower(): + """Test that the crawler spider to_lower function returns lowercase strings.""" + from pysearch.harvester.spiders.crawler import lower_list + to_lower = ['This', 'is', 'A', 'tEsT'] + result = lower_list(to_lower) + assert result == ['this', 'is', 'a', 'test'] diff --git a/pysearch/views/default.py b/pysearch/views/default.py index 85d4f8d..a412fcb 100644 --- a/pysearch/views/default.py +++ b/pysearch/views/default.py @@ -3,58 +3,119 @@ from sqlalchemy.exc import DBAPIError -from ..models import Keyword -from ..search_engine.analyze_url import analyze_url -from ..search_engine.add_to_db import add_to_db -from ..search_engine.compute_results import compute_results +"""Imports we care about.""" from pyramid.httpexceptions import HTTPFound +from ..models import Keyword, Match + +from subprocess import call +import os + + +HERE = os.path.dirname(__file__) + @view_config(route_name='home', renderer='../templates/home.jinja2') def home_view(request): + """Home view configuration.""" if request.method == "POST": url = request.POST["url"] - print(url) - compute_results(url) - return HTTPFound(request.route_url("populating_db")) + print('home view ', url) + call(['python3', HERE + "/../harvester/spiders/harvester.py", url]) + return HTTPFound(request.route_url('loading', _query={"url": url})) return {} -### This commented out code is a version of home_view that reroutes to -### /populating_db on POST of url. +@view_config(route_name='about', renderer='../templates/about.jinja2') +def about_view(request): + """View for the about us page.""" + return {} -# @view_config(route_name='home', renderer='../templates/home.jinja2') -# def home_view(request): -# if request.method == "POST": -# url = request.POST["url"] -# print(url) -# return HTTPFound(request.route_url("populating_db")) -# return {} +@view_config(route_name='loading') +def loading_view(request): + """Routes to computing_results.""" + url = request.params["url"] + print('loading view ', url) + return HTTPFound(request.route_url('computing_results', _query={"url": url})) -@view_config(route_name='populating_db') -def populating_db_view(request): - """Remove authentication from the user.""" - add_to_db() - return HTTPFound(request.route_url("results")) +@view_config(route_name='computing_results') +def computing_results_view(request): + """Initiates crawler and routes to results.""" + url = request.params["url"] + print('computing results view ', url) + call(['python3', HERE + "/../harvester/spiders/crawler.py", url]) + return HTTPFound(request.route_url("results", _query={"url": url})) -@view_config(route_name='results', renerer='../templates/results.jinja2') +@view_config(route_name='results', renderer='../templates/results.jinja2') def results_view(request): - query = request.dbsession.query(Keyword) + """Append result of each unique keyword of each unique url to be passed to be scored. + Displays ranked results, their scores, and percent match. + """ + web_page = request.params["url"] + results = [] try: - results = query.filter(Keyword.keyword == 'baseball') - # entries = query.all() + unique_urls = [] + for val in request.dbsession.query(Match.page_url).distinct(): + + unique_urls.append(val[0]) + + print(unique_urls) + + unique_keywords = [] + for val in request.dbsession.query(Match.keyword).distinct(): + unique_keywords.append(val[0]) + print(unique_keywords) + + for url in unique_urls: + for kw in unique_keywords: + url_q = request.dbsession.query(Match).filter_by(keyword=kw).filter_by(page_url=url).first() + if url_q: + results.append({'keyword': kw, 'weight': url_q.keyword_weight, 'url': url, 'count': url_q.count}) + except DBAPIError: return Response(db_err_msg, content_type='text/plain', status=500) - return {"RESULTS": results} + results = score_data(results) + return {"RESULTS": results, "web_page": web_page} + + +def score_data(lst_results): + """Score url by accumulative score of count and weight fo reach keyword.""" + set_urls = set() + for result in lst_results: + set_urls.add(result['url']) + + ret_data = [] + for url in set_urls: + score = 0 + for r in lst_results: + if r['url'] == url: + score += int(r['count']) * int(r['weight']) + ret_data.append({'url': url, 'score': score}) + + ret_data = sorted(ret_data, key=lambda x: x['score'], reverse=True) + return ret_data + + +RESULTS = [ + {'keyword': 'football', 'weight': 10, 'url': 'url1', 'count': 100}, + {'keyword': 'soccer', 'weight': 5, 'url': 'url1', 'count': 100}, + + {'keyword': 'football', 'weight': 10, 'url': 'url2', 'count': 50}, + {'keyword': 'soccer', 'weight': 5, 'url': 'url2', 'count': 25}, + + {'keyword': 'football', 'weight': 10, 'url': 'url3', 'count': 5}, + {'keyword': 'soccer', 'weight': 5, 'url': 'url3', 'count': 5} +] + db_err_msg = """\ Pyramid is having a problem using your SQL database. The problem might be caused by one of the following things: -1. You may need to run the "initialize_pysearch_db" script +1. You may need to run the "initialize_db" script to initialize your database tables. Check your virtual environment's "bin" directory for this script and try to run it. diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..ec7c730 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,54 @@ +attrs==16.3.0 +beautifulsoup4==4.5.3 +cffi==1.9.1 +constantly==15.1.0 +cryptography==1.7.1 +cssselect==1.0.0 +decorator==4.0.10 +idna==2.2 +incremental==16.10.1 +ipython==5.1.0 +ipython-genutils==0.1.0 +Jinja2==2.9.3 +lxml==3.7.2 +Mako==1.0.6 +MarkupSafe==0.23 +parsel==1.1.0 +PasteDeploy==1.5.2 +pexpect==4.2.1 +pickleshare==0.7.4 +prompt-toolkit==1.0.9 +psycopg2==2.6.2 +ptyprocess==0.5.1 +pyasn1==0.1.9 +pyasn1-modules==0.0.8 +pycparser==2.17 +PyDispatcher==2.0.5 +Pygments==2.1.3 +pyOpenSSL==16.2.0 +pyramid==1.7.3 +pyramid-debugtoolbar==3.0.5 +pyramid-ipython==0.2 +pyramid-jinja2==2.7 +pyramid-mako==1.0.2 +pyramid-tm==1.1.1 +queuelib==1.4.2 +repoze.lru==0.6 +Scrapy==1.3.0 +service-identity==16.0.0 +simplegeneric==0.8.1 +six==1.10.0 +SQLAlchemy==1.1.4 +stop-words==2015.2.23.1 +traitlets==4.3.1 +transaction==2.0.3 +translationstring==1.3 +Twisted==16.6.0 +venusian==1.0 +w3lib==1.16.0 +waitress==1.0.1 +wcwidth==0.1.7 +WebOb==1.7.0 +zope.deprecation==4.2.0 +zope.interface==4.3.3 +zope.sqlalchemy==0.7.7 diff --git a/run b/run new file mode 100755 index 0000000..694961f --- /dev/null +++ b/run @@ -0,0 +1,4 @@ +#!/bin/bash +set -e +python setup.py develop +python runapp.py \ No newline at end of file diff --git a/runapp.py b/runapp.py new file mode 100644 index 0000000..df24540 --- /dev/null +++ b/runapp.py @@ -0,0 +1,10 @@ +import os + +from paste.deploy import loadapp +from waitress import serve + +if __name__ == "__main__": + port = int(os.environ.get("PORT", 5000)) + app = loadapp('config:production.ini', relative_to='.') + + serve(app, host='0.0.0.0', port=port) diff --git a/setup.py b/setup.py index 6037297..9f1bde7 100644 --- a/setup.py +++ b/setup.py @@ -14,22 +14,23 @@ 'pyramid_debugtoolbar', 'pyramid_tm', 'pyramid_ipython', - 'ipython' + 'ipython', 'SQLAlchemy', 'transaction', 'zope.sqlalchemy', 'waitress', 'scrapy', - 'BeautifulSoup4', + 'psycopg2', + 'stop_words', +] - ] tests_require = [ 'WebTest >= 1.3.1', # py3 compat 'pytest', # includes virtualenv 'pytest-cov', 'tox', - ] +] setup(name='pysearch', version='0.0', diff --git a/tox.ini b/tox.ini new file mode 100644 index 0000000..8864732 --- /dev/null +++ b/tox.ini @@ -0,0 +1,11 @@ +[tox] +envlist = py27, py35 + +[testenv] +commands = py.test --cov=pysearch pysearch/tests.py -q --cov-report term-missing +; passenv = DATABASE_URL + +deps = + pytest + pytest-cov + webtest \ No newline at end of file