Selenium ajax dynamic pagination base spider
I am trying to run a basic dynamic pagination spider, but I am not getting any success with the crawl. I used selenium ajax dynamic breakdown. url I'm using: http://www.demo.com . Here is my code:
# -*- coding: utf-8 -*-
import scrapy
import re
from scrapy.contrib.linkextractors.sgml import SgmlLinkExtractor
from scrapy.selector import Selector
from scrapy.spider import BaseSpider
from demo.items import demoItem
from selenium import webdriver
def removeUnicodes(strData):
if(strData):
#strData = strData.decode('unicode_escape').encode('ascii','ignore')
strData = strData.encode('utf-8').strip()
strData = re.sub(r'[\n\r\t]',r' ',strData.strip())
#print 'Output:',strData
return strData
class demoSpider(scrapy.Spider):
name = "demourls"
allowed_domains = ["demo.com"]
start_urls = ['http://www.demo.com']
def __init__(self):
self.driver = webdriver.Firefox()
def parse(self, response):
print "*****************************************************"
self.driver.get(response.url)
print response.url
print "______________________________"
hxs = Selector(response)
item = sumItem()
finalurls = []
while True:
next = self.driver.find_element_by_xpath('//div[@class="showMoreCars hide"]/a')
try:
next.click()
# get the data and write it to scrapy items
item['pageurl'] = response.url
item['title'] = removeUnicodes(hxs.xpath('.//h1[@class="page-heading"]/text()').extract()[0])
urls = hxs.xpath('.//a[@id="linkToDetails"]/@href').extract()
print '**********************************************2***url*****************************************',urls
for url in urls:
print '---------url-------',url
finalurls.append(url)
item['urls'] = finalurls
except:
break
self.driver.close()
return item
my items.py
from scrapy.item import Item, Field
class demoItem(Item):
page = Field()
urls = Field()
pageurl = Field()
title = Field()
when i try to scan it and convert it to json i get my json file as:
[{"pageurl": "http://www.demo.com", "urls": [], "title": "demo"}]
I cannot crawl all urls as they are dynamically loaded.
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I hope the below code helps.
somespider.py
# -*- coding: utf-8 -*-
import scrapy
import re
from scrapy.contrib.linkextractors.sgml import SgmlLinkExtractor
from scrapy.selector import Selector
from scrapy.spider import BaseSpider
from demo.items import DemoItem
from selenium import webdriver
def removeUnicodes(strData):
if(strData):
strData = strData.encode('utf-8').strip()
strData = re.sub(r'[\n\r\t]',r' ',strData.strip())
return strData
class demoSpider(scrapy.Spider):
name = "domainurls"
allowed_domains = ["domain.com"]
start_urls = ['http://www.domain.com/used/cars-in-trichy/']
def __init__(self):
self.driver = webdriver.Remote("http://127.0.0.1:4444/wd/hub", webdriver.DesiredCapabilities.HTMLUNITWITHJS)
def parse(self, response):
self.driver.get(response.url)
self.driver.implicitly_wait(5)
hxs = Selector(response)
item = DemoItem()
finalurls = []
while True:
next = self.driver.find_element_by_xpath('//div[@class="showMoreCars hide"]/a')
try:
next.click()
# get the data and write it to scrapy items
item['pageurl'] = response.url
item['title'] = removeUnicodes(hxs.xpath('.//h1[@class="page-heading"]/text()').extract()[0])
urls = self.driver.find_elements_by_xpath('.//a[@id="linkToDetails"]')
for url in urls:
url = url.get_attribute("href")
finalurls.append(removeUnicodes(url))
item['urls'] = finalurls
except:
break
self.driver.close()
return item
items.py
from scrapy.item import Item, Field
class DemoItem(Item):
page = Field()
urls = Field()
pageurl = Field()
title = Field()
Note: You need to start the selenium rc server because HTMLUNITWITHJS works with selenium rc using Python only.
Start the selenium rc server by issuing the command :
java -jar selenium-server-standalone-2.44.0.jar
Start your spider with the command :
spider crawl domainurls -o someoutput.json
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First of all, you don't need to click the showMoreCars button as it will be dynamically clicked after the page has loaded. Instead, waiting a few seconds will suffice.
Besides the code scrapy
, selenium is capable of grabbing everything href
for you. Here's an example of what you need to do in selenium.
from selenium import webdriver
driver = webdriver.Firefox()
driver.get("http://www.carwale.com/used/cars-in-trichy/#city=194&kms=0-&year=0-&budget=0-&pn=2")
driver.implicitly_wait(5)
urls = driver.find_elements_by_xpath('.//a[@id="linkToDetails"]')
for url in urls:
print url.get_attribute("href")
driver.close()
all you need is to combine this with your part for treatment.
Output:
http://www.carwale.com/used/cars-in-trichy/renault-pulse-s586981/
http://www.carwale.com/used/cars-in-trichy/marutisuzuki-ritz-2009-2012-s598266/
http://www.carwale.com/used/cars-in-trichy/mahindrarenault-logan-2007-2009-s607757/
http://www.carwale.com/used/cars-in-trichy/marutisuzuki-ritz-2009-2012-s589835/
http://www.carwale.com/used/cars-in-trichy/hyundai-santro-xing-2003-2008-s605866/
http://www.carwale.com/used/cars-in-trichy/chevrolet-captiva-s599023/
http://www.carwale.com/used/cars-in-trichy/chevrolet-enjoy-s595824/
http://www.carwale.com/used/cars-in-trichy/tata-indicav2-s606823/
http://www.carwale.com/used/cars-in-trichy/tata-indicav2-s606617/
http://www.carwale.com/used/cars-in-trichy/marutisuzuki-estilo-2009-2014-s592745/
http://www.carwale.com/used/cars-in-trichy/toyota-etios-2013-2014-s605950/
http://www.carwale.com/used/cars-in-trichy/tata-indica-vista-2008-2011-s599001/
http://www.carwale.com/used/cars-in-trichy/opel-corsa-s591616/
http://www.carwale.com/used/cars-in-trichy/hyundai-i20-2008-2010-s596173/
http://www.carwale.com/used/cars-in-trichy/tata-indica-vista-2012-2014-s600753/
http://www.carwale.com/used/cars-in-trichy/fiat-punto-2009-2011-s606934/
http://www.carwale.com/used/cars-in-trichy/mitsubishi-pajero-s597849/
http://www.carwale.com/used/cars-in-trichy/fiat-linea20082014-s596079/
http://www.carwale.com/used/cars-in-trichy/tata-indicav2-s597390/
http://www.carwale.com/used/cars-in-trichy/mahindra-xylo-2009-2012-s603434/
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