我已经阅读了使用scrapy for AJAX页面的所有主题并安装了selenium webdrive以简化任务,我的蜘蛛可以部分抓取但无法将任何数据存入我的项目。
我的目标是:
抓每个项目(帖子)的:
author_name (xpath:/html/body/div[8]/div/div[1]/div[3]/div[3]/ul/li[2]/div[2]/span[2]/ul/li[3]/a/text())
author_page_url (xpath:/html/body/div[8]/div/div[1]/div[3]/div[3]/ul/li[2]/div[2]/span[2]/ul/li[3]/a/@href)
post_title (xpath://a[@class="title_txt"])
post_page_url (xpath://a[@class="title_txt"]/@href)
post_text (xpath on a separate post page: //div[@id="a_NMContent/text()")
这是我的猴子代码(因为我只是在Python中作为一个有抱负的自然语言处理学生,我过去主修语言学的第一步):
import scrapy
import time
from selenium import webdriver
from scrapy.contrib.linkextractors.lxmlhtml import LxmlLinkExtractor
from scrapy.contrib.spiders import CrawlSpider, Rule
from scrapy.selector import XPathSelector
class ItalkiSpider(CrawlSpider):
name = "italki"
allowed_domains = ['italki.com']
start_urls = ['http://www.italki.com/entries/korean']
# not sure if the rule is set correctly
rules = (Rule(LxmlLinkExtractor(allow="\entry"), callback = "parse_post", follow = True),)
def __init__(self):
self.driver = webdriver.Firefox()
def parse(self, response):
# adding necessary search parameters to the URL
self.driver.get(response.url+"#language=korean&author-language=russian&marks-min=-5&sort=1&page=1")
# pressing the "Show More" button at the bottom of the search results page to show the next 15 posts, when all results are loaded to the page, the button disappears
more_btn = self.driver.find_element_by_xpath('//a[@id="a_show_more"]')
while more_btn:
more_btn.click()
# sometimes waiting for 5 sec made spider close prematurely so keeping it long in case the server is slow
time.sleep(10)
# here is where the problem begins, I am making a list of links to all the posts on the big page, but I am afraid links will contain only the first link, because selenium doesn't do the multiple selection as one would expect from this xpath...how can I grab all the links and put them in the links list (and should I?)
links=self.driver.find_elements_by_xpath('/html/body/div[8]/div/div[1]/div[3]/div[3]/ul/li/div[2]/a')
for link in links:
link.click()
time.sleep(3)
# this is the function for parsing individual posts, called back by the *parse* method as specified in the rule of the spider; if it is correct, it should have saved at least one post into an item... I don't really understand how and where this callback function gets the response from the new page (the page of the post in this case)...is it automatically loaded to drive and then passed on to the callback function as soon as selenium has clicked on the link (link.click())? or is it all total nonsense...
def parse_post(self, response):
hxs = Selector(response)
item = ItalkiItem()
item["post_item"] = hxs.xpath('//div [@id="a_NMContent"]/text()').extract()
return item
答案 0 :(得分:6)
让我们稍微考虑一下:
TextResponse
Item
,向帖子页面生成Request
,并将item
实例从请求传递到meta
字典中的响应我引入的注释和变更:
Spider
class spider_closed
signal调度员代码:
import scrapy
from scrapy import signals
from scrapy.http import TextResponse
from scrapy.xlib.pydispatch import dispatcher
from selenium import webdriver
from selenium.webdriver.common.by import By
from selenium.webdriver.support.wait import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
class ItalkiItem(scrapy.Item):
title = scrapy.Field()
url = scrapy.Field()
text = scrapy.Field()
class ItalkiSpider(scrapy.Spider):
name = "italki"
allowed_domains = ['italki.com']
start_urls = ['http://www.italki.com/entries/korean']
def __init__(self):
self.driver = webdriver.Firefox()
dispatcher.connect(self.spider_closed, signals.spider_closed)
def spider_closed(self, spider):
self.driver.close()
def parse(self, response):
# selenium part of the job
self.driver.get('http://www.italki.com/entries/korean')
while True:
more_btn = WebDriverWait(self.driver, 10).until(
EC.visibility_of_element_located((By.ID, "a_show_more"))
)
more_btn.click()
# stop when we reach the desired page
if self.driver.current_url.endswith('page=52'):
break
# now scrapy should do the job
response = TextResponse(url=response.url, body=self.driver.page_source, encoding='utf-8')
for post in response.xpath('//ul[@id="content"]/li'):
item = ItalkiItem()
item['title'] = post.xpath('.//a[@class="title_txt"]/text()').extract()[0]
item['url'] = post.xpath('.//a[@class="title_txt"]/@href').extract()[0]
yield scrapy.Request(item['url'], meta={'item': item}, callback=self.parse_post)
def parse_post(self, response):
item = response.meta['item']
item["text"] = response.xpath('//div[@id="a_NMContent"]/text()').extract()
return item
这是您应该用作基本代码并改进以填写所有其他字段的内容,例如author
或author_url
。希望有所帮助。