XPath与多线程爬虫
XPath是一门在xml中查询信息的语言
安装使用XPath
1.安装lxml库
window:pip install lxml
linux:sudo pip install lxml
国内安装缓慢,建议到:
http://www.lfd.uci.edu/~gohlke/pythonlibs/
搜索到lxml并下载
修改后缀名whl为zip并解压,复制lxml文件夹到python的lib目录下
2.使用 from lxml import etree 导入
部分方法:
//定位根节点
/往下层寻找
提取文本内容:/text()
提取属性内容:/@xxx
selector = etree.HTML(html)#将页面元素转换成xpath识别信息
xpath内容获取示例
提取文本
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" alt="" />
content = selector.xpath('//ul[@id="useful"]/li/text()')#列表
content = selector.xpath('//ul[@id="useful"]/li[0]/text()')#列表的第一个
提取属性(获取a标签的href属性)
content = selector.xpath('//a/@href')
3.XPath特殊用法
以相同的字符开头
starts-with(@属性名称,属性字符相同部分)
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" alt="" />
selector = etree.HTML(html)
content = selector.xpath('//div[starts-with(@id,"test")]/text()')
标签套标签
String(.)
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" alt="" />
data = selector.xpath('//div[@id="class3"]')[0]
info = data.xpath('string(.)')
content2 = info.replace('\n','').replace(' ','')
4并行化演示
多个线程同时处理任务
map的使用
from multiprocessing.dummy import Pool
pool = Pool(4) #四核计算机写4 八核计算机写8 速度会快
results = pool.map(爬取函数,网址列表)
并行化速度显著加快,事例如下:
# -*- coding: utf-8 -*- from multiprocessing.dummy import Pool as ThreadPool
import requests
import time def getsourse(url):
html = requests.get(url)#获取网页信息 urls = []
for i in range(1,21):
newpage = 'http://tieba.baidu.com/p/3522395718?pn='+str(i)
urls.append(newpage) time1 = time.time()
for i in urls:
print(i)
getsourse(i)
time2 = time.time()
print('单线程耗时:' + str(time2-time1)) pool = ThreadPool(4)
time3 = time.time()
results = pool.map(getsourse,urls)#map函数一手包办了序列操作,参数传递,和结果保存等一系列操作
pool.close()
pool.join()
time4 = time.time()
print('并行耗时:' + str(time4-time3))
aaarticlea/png;base64,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" alt="" />
---------------------------------------------------------------------------------
举一个百度贴吧爬虫程序:
# -*- coding: utf-8 -*-
from lxml import etree
from multiprocessing.dummy import Pool as ThreadPool
import requests
import json def towrite(contentdict):
f.writelines('回帖时间'+str(contentdict['topic_reply_time'])+'\n')
f.writelines('回帖内容'+str(contentdict['topic_reply_content'])+'\n')
f.writelines('回帖人'+str(contentdict['user_name'])+'\n\n') def spider(url):
html = requests.get(url)
selector = etree.HTML(html.text)
content_field = selector.xpath('//div[@class="l_post j_l_post l_post_bright "]')
item={}
for each in content_field:
reply_info = json.loads(each.xpath('@data-field')[0].replace('"',''))
author = reply_info['author']['user_name']
content = each.xpath('div[@class="d_post_content_main"]/div/cc/div[@class="d_post_content j_d_post_content clearfix"]/text()')[0]
reply_time = reply_info['content']['date']
print(author)
print(content)
print(reply_time)
item['user_name'] = author
item['topic_reply_content'] = content
item['topic_reply_time'] = reply_time
towrite(item) if __name__ == '__main__':
pool = ThreadPool(4)
f=open('content.txt','a')
page=[]
for i in range(1,21):
newpage='http://tieba.baidu.com/p/3522395718?pn='+str(i)
page.append(newpage) results = pool.map(spider,page)
pool.close()
f.close()
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