'Scrape Goodreads.com with Python Scrapy : How to Scrape Next_Page Link That Include Ajax Request
I try to scrape title of the books and all review about books from Cozy Mystery Series .
I have written below code for spider.
import scrapy
from ..items import GoodreadsItem
from scrapy import Request
from urllib.parse import urljoin
from urllib.parse import urlparse
import re
class CrawlnscrapeSpider(scrapy.Spider):
name = 'crawlNscrape'
allowed_domains = ['www.goodreads.com']
start_urls = ['https://www.goodreads.com/list/show/702.Cozy_Mystery_Series_First_Book_of_a_Series']
def parse(self, response):
#collect all book links in this page then make request for
#parse_page function
for href in response.css("a.bookTitle::attr(href)") :
url=response.urljoin(href.extract())
yield scrapy.Request(url, callback=self.parse_page)
#go to the next page and make request for next page and call parse
#function again
next_page = response.xpath("(//a[@class='next_page'])[1]/@href")
if next_page:
url= response.urljoin(next_page[0].extract())
yield scrapy.Request(url, self.parse)
def parse_page(self, response):
#call goodreads item and create empty dictionary with name book
book = GoodreadsItem()
title = response.css("#bookTitle::text").get()
reviews = response.css(".readable span:nth-child(2)::text").getall()
#add book and reviews that earned into dictionary
book['title'] = title
book['reviews'] = reviews#take all reviews about book in single page
# i want to extract all of the review pages for any book ,
# but there is a ajax request in onclick button
# so i cant scrape link of next page.
next_page = response.xpath("(//a[@class='next_page'])[1]/@onclick")
if next_page:
url = response.urljoin(next_page[0].extract())
yield scrapy.Request(url,callback=self.parse_page)
yield book
This code collect links of all books which belong Cozy Mystery Series category . So , i have collected link of almost 985 book . My primary goal is scrape title and all reviews about books . My code easily collected title and review of first pages but i want to scrape all reviews about every book so i should collect link of next_page button of reviews . But this next_page buttons include some AJAX request and i cant use scrapy at this moment . How can i handle this problem ?
onclick="new Ajax.Request('/book/reviews/7061.The_No_1_Ladies_Detective_Agency?
hide_last_page=true&language_code=en&page=2', {asynchronous:true,
evalScripts:true, method:'get', parameters:'authenticity_token=' +
encodeURIComponent('wyYE+RP05rXM9QL8REVMokP0PeCwfC1MNR5UoBAESfks4dEAZ2pTpDBlGFUXN/E1lo68vTB2
+d36x6yJTYwvxA==')}); return false;"
Above part show the content of next page button for review pages . How can i extract this link of this next_page button
Thanks for help in advance :)
Sources
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