Commit f16d1798 authored by Renán Sosa Guillen's avatar Renán Sosa Guillen

crawlers

parent eaa37668
......@@ -9,9 +9,11 @@ USAGE:
------------------------------------------------------------------------------------------------------------
## Get all the news from the most current to the oldest. It's necessary to use the parse_date_files.py file
for the news contained in noticias.json being splitted into files by date. ##
$ scrapy crawl noticias --nolog -s filename=noticias.json
------------------------------------------------------------------------------------------------------------
## Get all the news from the most current to a specific date. ##
$ scrapy crawl noticias --nolog -s filename=2018-08-10.json -a year=2018 -a month=8 -a day=10
"""
......@@ -160,15 +162,20 @@ class QuotesSpider(scrapy.Spider):
item = NoticiasItem()
text = ''
news_date = datetime.strptime(news_date.isoformat(), '%Y-%m-%d').isoformat("T")
title = response.css('h1.colorRojo').extract_first()
if title is not None : title = remove_tags(title)
topic = response.xpath('//span[@class="badge"]').extract_first()
if topic is not None : remove_tags(topic)
if topic is not None : topic = remove_tags(topic)
for p in response.css('div.cuerpo_noticia').css('p').extract():
text += remove_tags(p) + "\n"
## News item info ##
item['date'] = datetime.strptime(news_date.isoformat(), '%Y-%m-%d').isoformat("T")
item['title'] = remove_tags(response.css('h1.colorRojo').extract_first())
item['date'] = news_date
item['title'] = title
item['topic'] = topic
item['text'] = text.strip()
item['url'] = response.url
......
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......@@ -3,12 +3,18 @@
# Define here the models for your scraped items
#
# See documentation in:
# http://doc.scrapy.org/en/latest/topics/items.html
# https://doc.scrapy.org/en/latest/topics/items.html
import scrapy
class ProcesoItem(scrapy.Item):
class NoticiasItem(scrapy.Item):
# define the fields for your item here like:
# name = scrapy.Field()
pass
title = scrapy.Field()
text = scrapy.Field()
date = scrapy.Field()
location = scrapy.Field()
author = scrapy.Field()
topic = scrapy.Field()
url = scrapy.Field()
......@@ -5,52 +5,100 @@
# See documentation in:
# http://doc.scrapy.org/en/latest/topics/spider-middleware.html
from scrapy import signals
import os, tempfile, time, sys, logging, dryscrape
from scrapy.downloadermiddlewares.redirect import RedirectMiddleware
logger = logging.getLogger(__name__)
class ProcesoSpiderMiddleware(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
class ThreatDefenceRedirectMiddleware(RedirectMiddleware):
def __init__(self, settings):
super(ThreatDefenceRedirectMiddleware, self).__init__(settings)
def process_spider_input(response, spider):
# Called for each response that goes through the spider
# middleware and into the spider.
# start xvfb to support headless scraping
if 'linux' in sys.platform:
dryscrape.start_xvfb()
# Should return None or raise an exception.
return None
self.dryscrape_session = dryscrape.Session(base_url='https://hemeroteca.proceso.com.mx/')
for key, value in settings['DEFAULT_REQUEST_HEADERS'].items():
# seems to be a bug with how webkit-server handles accept-encoding
if key.lower() != 'accept-encoding':
self.dryscrape_session.set_header(key, value)
def process_spider_output(response, result, spider):
# Called with the results returned from the Spider, after
# it has processed the response.
def _redirect(self, redirected, request, spider, reason):
# act normally if this isn't a threat defense redirect
if not self.is_threat_defense_url(redirected.url):
return super(ThreatDefenceRedirectMiddleware, self)._redirect(redirected, request, spider, reason)
# Must return an iterable of Request, dict or Item objects.
for i in result:
yield i
logger.debug('Proceso threat defense triggered for {0}'.format(request.url))
request.cookies = self.bypass_threat_defense(redirected.url)
request.dont_filter = True # prevents the original link being marked a dupe
return request
def process_spider_exception(response, exception, spider):
# Called when a spider or process_spider_input() method
# (from other spider middleware) raises an exception.
def is_threat_defense_url(self, url):
return 'proceso.com.mx' in url
# Should return either None or an iterable of Response, dict
# or Item objects.
pass
def bypass_threat_defense(self, url=None):
# only navigate if any explicit url is provided
if url:
self.dryscrape_session.visit(url)
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.
# solve the captcha if there is one
# captcha_images = self.dryscrape_session.css('img[src *= captcha]')
# if len(captcha_images) > 0:
# return self.solve_captcha(captcha_images[0])
# Must return only requests (not items).
for r in start_requests:
yield r
# click on any explicit retry links
# retry_links = self.dryscrape_session.css('a[href *= threat_defence]')
# if len(retry_links) > 0:
# return self.bypass_threat_defense(retry_links[0].get_attr('href'))
def spider_opened(self, spider):
spider.logger.info('Spider opened: %s' % spider.name)
# otherwise, we're on a redirect page so wait for the redirect and try again
self.wait_for_redirect()
return self.bypass_threat_defense()
def wait_for_redirect(self, url = None, wait = 0.1, timeout=10):
url = url or self.dryscrape_session.url()
for i in range(int(timeout//wait)):
time.sleep(wait)
if self.dryscrape_session.url() != url:
return self.dryscrape_session.url()
logger.error("Maybe {0} isn't a redirect URL?".format(self.dryscrape_session.url()))
raise Exception('Timed out on the zipru redirect page.')
# def solve_captcha(self, img, width=1280, height=800):
# # take a screenshot of the page
# self.dryscrape_session.set_viewport_size(width, height)
# filename = tempfile.mktemp('.png')
# self.dryscrape_session.render(filename, width, height)
# # inject javascript to find the bounds of the captcha
# js = 'document.querySelector("img[src *= captcha]").getBoundingClientRect()'
# rect = self.dryscrape_session.eval_script(js)
# box = (int(rect['left']), int(rect['top']), int(rect['right']), int(rect['bottom']))
# # solve the captcha in the screenshot
# image = Image.open(filename)
# os.unlink(filename)
# captcha_image = image.crop(box)
# captcha = pytesseract.image_to_string(captcha_image)
# logger.debug(f'Solved the Zipru captcha: "{captcha}"')
# # submit the captcha
# input = self.dryscrape_session.xpath('//input[@id = "solve_string"]')[0]
# input.set(captcha)
# button = self.dryscrape_session.xpath('//button[@id = "button_submit"]')[0]
# url = self.dryscrape_session.url()
# button.click()
# # try again if it we redirect to a threat defense URL
# if self.is_threat_defense_url(self.wait_for_redirect(url)):
# return self.bypass_threat_defense()
# # otherwise return the cookies as a dict
# cookies = {}
# for cookie_string in self.dryscrape_session.cookies():
# if 'domain=zipru.to' in cookie_string:
# key, value = cookie_string.split(';')[0].split('=')
# cookies[key] = value
# return cookies
......@@ -3,9 +3,73 @@
# 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
# See: https://doc.scrapy.org/en/latest/topics/item-pipeline.html
import json
from collections import OrderedDict
class JsonWriterPipeline(object):
def __init__(self, filename):
self.filename = filename
@classmethod
def from_crawler(cls, crawler):
# Here you get whatever value was passed through the "filename" command line parameter
settings = crawler.settings
filename = settings.get('filename')
# Instantiate the pipeline with the file name
return cls(filename)
def open_spider(self, spider):
self.counter = 0
self.file = open(self.filename, 'w')
self.file.write("[")
def close_spider(self, spider):
self.file.write("]")
self.file.close()
class ProcesoPipeline(object):
def process_item(self, item, spider):
# print("this is my item", item)
row = []
try:
row.append(("date", item['date']))
except:
pass
try:
row.append(("topic", item['topic']))
except:
pass
try:
row.append(("title", item['title']))
except:
pass
try:
row.append(("author", item['author']))
except:
pass
try:
row.append(("location", item['location']))
except:
pass
try:
row.append(("text", item['text']))
except:
pass
try:
row.append(("url", item['url']))
except:
pass
line = OrderedDict(row)
self.counter += 1
if self.counter == 1:
self.file.write(json.dumps(line))
elif self.counter > 1:
self.file.write(",\n" + json.dumps(line))
return item
......@@ -16,10 +16,10 @@ NEWSPIDER_MODULE = 'proceso.spiders'
# Crawl responsibly by identifying yourself (and your website) on the user-agent
#USER_AGENT = 'proceso (+http://www.yourdomain.com)'
USER_AGENT = 'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/67.0.3396.87 Safari/537.36'
# Obey robots.txt rules
ROBOTSTXT_OBEY = True
# ROBOTSTXT_OBEY = True
# Configure maximum concurrent requests performed by Scrapy (default: 16)
#CONCURRENT_REQUESTS = 32
......@@ -27,22 +27,27 @@ ROBOTSTXT_OBEY = True
# 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
DOWNLOAD_DELAY = 1
# 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
COOKIES_ENABLED = True
COOKIES_DEBUG = True
SPLASH_COOKIES_DEBUG = True
# 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',
#}
# DEFAULT_REQUEST_HEADERS = {
# 'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8',
# 'User-Agent': USER_AGENT,
# 'Connection': 'Keep-Alive',
# # 'Accept-Encoding': 'gzip, deflate',
# 'Accept-Language': 'en',
# }
# Enable or disable spider middlewares
# See http://scrapy.readthedocs.org/en/latest/topics/spider-middleware.html
......@@ -54,10 +59,11 @@ SPIDER_MIDDLEWARES = {
# Enable or disable downloader middlewares
# See http://scrapy.readthedocs.org/en/latest/topics/downloader-middleware.html
DOWNLOADER_MIDDLEWARES = {
# 'proceso.middlewares.MyCustomDownloaderMiddleware': 543,
'scrapy_splash.SplashCookiesMiddleware': 723,
'scrapy_splash.SplashMiddleware': 725,
'scrapy.downloadermiddlewares.httpcompression.HttpCompressionMiddleware': 810,
# 'scrapy.downloadermiddlewares.redirect.RedirectMiddleware': None,
'scrapy_splash.SplashCookiesMiddleware': 723,
'scrapy_splash.SplashMiddleware': 725,
'scrapy.downloadermiddlewares.httpcompression.HttpCompressionMiddleware': 810,
# 'proceso.middlewares.ThreatDefenceRedirectMiddleware': 820,
}
# Enable or disable extensions
......@@ -68,9 +74,9 @@ DOWNLOADER_MIDDLEWARES = {
# Configure item pipelines
# See http://scrapy.readthedocs.org/en/latest/topics/item-pipeline.html
#ITEM_PIPELINES = {
# 'proceso.pipelines.ProcesoPipeline': 300,
#}
ITEM_PIPELINES = {
'proceso.pipelines.JsonWriterPipeline': 300,
}
# Enable and configure the AutoThrottle extension (disabled by default)
# See http://doc.scrapy.org/en/latest/topics/autothrottle.html
......
# -*- coding: utf-8 -*-
# Scrapy settings for proceso 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 = 'proceso'
SPIDER_MODULES = ['proceso.spiders']
NEWSPIDER_MODULE = 'proceso.spiders'
# Crawl responsibly by identifying yourself (and your website) on the user-agent
#USER_AGENT = 'proceso (+http://www.yourdomain.com)'
# USER_AGENT = 'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/48.0.2564.109 Safari/537.36'
# 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 = 1
# 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 = {
# 'proceso.middlewares.ProcesoSpiderMiddleware': 543,
'scrapy_splash.SplashDeduplicateArgsMiddleware': 100,
}
# Enable or disable downloader middlewares
# See http://scrapy.readthedocs.org/en/latest/topics/downloader-middleware.html
DOWNLOADER_MIDDLEWARES = {
# 'proceso.middlewares.MyCustomDownloaderMiddleware': 543,
'scrapy_splash.SplashCookiesMiddleware': 723,
'scrapy_splash.SplashMiddleware': 725,
'scrapy.downloadermiddlewares.httpcompression.HttpCompressionMiddleware': 810,
}
# 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 = {
'proceso.pipelines.JsonWriterPipeline': 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'
HTTPCACHE_STORAGE = 'scrapy_splash.SplashAwareFSCacheStorage'
SPLASH_URL = 'http://localhost:8050/'
DUPEFILTER_CLASS = 'scrapy_splash.SplashAwareDupeFilter'
# -*- coding: utf-8 -*-
"""
MEDIA:
Proceso, CDMX
USAGE:
## For this crawler 'scrapy-splash' is used because the content is loaded through javascript. ##
## Read especs_sitio_proceso.txt file. ##
$ cd proceso/
------------------------------------------------------------------------------------------------------------
## Get all the news from the most current to the oldest. It's necessary to use the parse_date_files.py file
for the news contained in noticias.json being splitted into files by date. ##
$ scrapy crawl noticias --nolog -s filename=noticias.json
------------------------------------------------------------------------------------------------------------
## Get all the news from the most current to a specific year-month date. ##
$ scrapy crawl noticias --nolog -s filename=2018-09.json -a year=2018 -a month=9
"""
import scrapy, re, time, cfscrape
from proceso.items import NoticiasItem
from datetime import datetime, date, timedelta, tzinfo
from scrapy_splash import SplashRequest, SplashFormRequest
TAG_RE = re.compile(r'<[^>]+>')
def remove_tags(text):
return TAG_RE.sub('', text)
class UTC(tzinfo):
"""
Class for Time Zone
"""
def utcoffset(self, dt):
## Time zone for CDMX: UTC-6 ##
return timedelta(hours=-6)
def tzname(self, dt):
## Time zone name ##
return 'UTC-6'
class QuotesSpider(scrapy.Spider):
"""
Basic Scrapy Spider class
"""
# name = "noticias"
def start_requests(self):
self.tz = UTC()
year = getattr(self, 'year', None)
month = getattr(self, 'month', None)
self.month_parser = {
'enero' : '01', 'febrero' : '02', 'marzo' : '03', 'abril' : '04',
'mayo' : '05', 'junio' : '06', 'julio' : '07', 'agosto' : '08',
'septiembre' : '09', 'octubre' : '10', 'noviembre' : '11', 'diciembre' : '12'
}
self.baseURL = "https://hemeroteca.proceso.com.mx/"
login_url = "https://hemeroteca.proceso.com.mx/wp-login.php"
if year is not None and month is not None:
self.stop_date = date(int(year), int(month), 22)
# yield scrapy.Request(url=self.baseURL, callback=self.parse_with_stop_date)
else:
self.stop_date = None
# yield scrapy.Request(url=self.baseURL, callback=self.parse)
# yield scrapy.Request(url=login_url, callback=self.parse_login)
yield SplashRequest(url=login_url, callback=self.parse_login, endpoint='render.html', args={ 'wait': 0.5 })
def parse_login(self, response):
print "parse_login"
# return scrapy.FormRequest.from_response(
# response,
# formdata = {
# 'log' : 'carlos_silvaforne@yahoo.com.mx',
# 'pwd' : 'carlos_silvaforne@'
# },
# callback = self.after_login
# )
return SplashFormRequest.from_response(
response,
formdata = {
'log' : 'carlos_silvaforne@yahoo.com.mx',
'pwd' : 'carlos_silvaforne@'
# 'log' : 'myusr',
# 'pwd' : 'mypwd'
},
callback = self.after_login,
# callback = self.parse_with_stop_date,
dont_click = True
)
def after_login(self, response):
## Check login succeed before going on ##
print "after_login"
# print response.body
if "authentication failed" in response.body:
self.logger.error("Login failed.")
return
else:
print "passed"
# token, agent = cfscrape.get_tokens(self.baseURL)
if self.stop_date is None:
pass
# yield scrapy.Request(url=self.baseURL, callback=self.parse, dont_filter=True)
else:
# yield scrapy.Request(url=self.baseURL, callback=self.parse_with_stop_date, dont_filter=True)
# yield SplashRequest(url=self.baseURL, callback=self.parse_with_stop_date)
yield scrapy.Request(
url=self.baseURL,
callback=self.parse_with_stop_date,
cookies=token,
headers={'User-Agent' : agent}
)
def parse_with_stop_date(self, response):
TO_NEXT_PAGE = True
for item in response.css('div.catpor-box > div'):
item_date = item.css('span.catpor-published').extract_first()
if item_date is not None:
item_date = remove_tags(item_date).replace(",", '')
item_date = item_date.split(' ')
item_date[1] = self.month_parser[item_date[1]]
item_date = map(int, item_date)
item_date = date(item_date[2], item_date[1], item_date[0])
if item_date >= self.stop_date:
item_link = item.css('span.catpor-title > a::attr(href)').extract_first()
yield scrapy.Request(url=item_link, callback=self.parse_links)
else:
TO_NEXT_PAGE = False
break
if TO_NEXT_PAGE:
next_page = response.css('div.page-navigation > div.nav-next > a::attr(href)').extract_first()
if next_page is not None:
yield scrapy.Request(url=next_page, callback=self.parse_with_stop_date)
def parse_links(self, response):
for link in response.css('div.post-container > h2 > a::attr(href)').extract():
# print link
yield SplashRequest(url=link, callback=self.parse_item, endpoint='render.html', args={ 'wait': 0.5 })
def parse_item(self, response):
item = NoticiasItem()
text = ''
news_date = response.xpath('//div[@id="primary"]').css('span.published').extract_first()
if news_date is not None:
news_date = remove_tags(news_date)
print news_date
d, t = news_date.split(' ')
d = map(int, d.split("-"))
t = map(int, t.split(":"))
news_date = datetime(d[0], d[1], d[2], t[0], t[1], t[2], tzinfo=self.tz).isoformat('T')
title = response.xpath('//div[@id="primary"]/div/h1').extract_first()
if title is not None : title = remove_tags(title)
topic = response.css('span.entry-categories').extract_first()
if topic is not None : topic = remove_tags(topic)
for paragraph in response.xpath('//div[@id="primary"]').css('div.entry-content > div').css('p').extract():
text += remove_tags(paragraph) + '\n'
## News item info ##
item['date'] = news_date
item['title'] = title
item['topic'] = topic
item['text'] = text.strip()
item['url'] = response.url
yield item
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