爬虫
- 用途
- 数据分析,人工智能数据集
- 冷启动
- 舆情监控
- 数据抓取
- library
- requests
- urllib
- pycurl
- tools
- curl
- wget
- httpie
- library
- 数据解析 *
- 数据存储 *
爬虫简介
-
爬虫在使用场景中的分类:
- 通用爬虫 抓取系统重要组成部分。抓取的是一整张页面数据
- 聚焦爬虫 是建立在通用爬虫的基础上。抓取的是页面中特定的局部内容。比如页面中评论数据。
- 增量式爬虫 检测网站中数据更新的情况,只会抓取网站中最新更新出来的数据。最重要环节
-
爬虫的矛与盾
-
反爬机制
- 门户网站可以通过制定相应策略或技术手段,防止爬虫程序进行网站数据的爬取
-
反反爬策略
-
robots.txt协议
- 君子协议,规定了网站哪些数据可以被爬虫哪些不可以
- robots文件检测和翻译
-
http协议
- 服务器和客户端进行数据交互的一种形式
-
常用请求头信息
- User-Agent:请求载体的身份标识
- Connection:请求完毕后,是断开连接还是保持连接
-
常用响应头信息
- Content-Type:服务器响应回客户端的数据类型
-
https协议(security)
- 安全的超文本传输协议
- 如何理解安全和不安全:
- 安全,数据加密,http没有数据加密
-
加密方式
- 对称密钥加密
- 客户端发请求,请求数据,客户端制定加密方式,加密之后的密文以及密钥发给服务器端,服务器端通过密钥解开密文
- 非对称密钥加密
- 服务器设置好加密方式,发送给客户端,而客户端利用加密方式加密,然后将密文发给服务端,发送给客户端的称为公钥,自己的成为私钥
- 证书密钥加密
- https采用方式,加入证书认证机构,中间机构。服务器端产生公钥,先把公钥给证书认证机构,先审核该公钥,认证成功给与该公钥数字签名,用于防伪,然后再将已经有数字签名的公钥加入证书中,发给客户端。
- 对称密钥加密
使用requests模块发起请求,获得回应
-
requests模块
python中原生的一款基于网络请求的模块,功能强大,便捷,效率极高
作用:模拟浏览器发请求。
- 如何使用:
- 指定url
- 发起请求(既能get,也能post,浏览器只能get)
- 获取响应数据
- 持久化存储
- 如何使用:
搜狗页面爬取
##实战编码
import requests
if __name__=='__main__':
#指定url
url='https://www.sogou.com/'
#发起请求
response=requests.get(url=url)
#获取响应数据
page_text=response.text
print(page_text)
# 持久化存储
with open('./sogou.html','w',encoding='utf-8') as fp:
fp.write(page_text)
print('爬取数据结束')
D:\Anaconda\lib\site-packages\requests\__init__.py:80: RequestsDependencyWarning: urllib3 (1.26.6) or chardet (4.0.0) doesn't match a supported version!
RequestsDependencyWarning)
<!DOCTYPE html><html lang="cn"><head><meta name="viewport" content="width=device-width,minimum-scale=1,maximum-scale=1,user-scalable=no"><script>window._speedMark = new Date(); window.lead_ip = '183.95.248.70';
window.now = 1626232064333;</script><script type="text/javascript">/*file=static/js/resourceErrorReport.js*/!function(a){var n=(new Date).getTime(),r=a.location.protocol;function c(e,t){var o=(new Date).getTime()-n;(new Image).src=["//pb.sogou.com/pv.gif?uigs_productid=wapapp&type=resource-error&stype=",e,"×tamp=",o,"&protocol=",r,"&host=",encodeURIComponent(a.location.host),"&path=",encodeURIComponent(a.location.pathname),"&resource=",encodeURIComponent(t)].join("")}function e(e){if((e=e||a.event)&&"error"===e.type){var t=e.srcElement?e.srcElement:e.target;if(t){var o,n,r=t.tagName;"LINK"===r?(n="css",(o=t.getAttribute("href"))&&o.match(/\.css($|\?)/)&&c(n,o)):"SCRIPT"===r&&(n="js",(o=t.getAttribute("src"))&&o.match(/\.js($|\?)/)&&c(n,o))}}}r&&(r=r.substring(0,r.length-1)),a.addEventListener?a.addEventListener("error",e,!0):a.attachEvent&&a.attachEvent("onerror",e)}(window);</script><meta charset="utf-8"><link rel="dns-prefetch" href="//img01.sogoucdn.com"><link rel="dns-prefetch" href="//img02.sogoucdn.com"><link rel="dns-prefetch" href="//img03.sogoucdn.com"><link rel="dns-prefetch" href="//img04.sogoucdn.com"><link rel="dns-prefetch" href="//dlweb.sogoucdn.com"><title>搜狗搜索引擎 - 上网从搜狗开始</title><link rel="shortcut icon" href="/images/logo/new/favicon.ico?v=4" type="image/x-icon"><meta http-equiv="X-UA-Compatible" content="IE=Edge"><link rel="search" type="application/opensearchdescription+xml" href="/content-search.xml" title="搜狗搜索"><meta name="keywords" content="搜狗搜索,网页搜索,微信搜索,视频搜索,图片搜索,音乐搜索,新闻搜索,软件搜索,问答搜索,百科搜索,购物搜索"><meta name="description" content="搜狗搜索是全球第三代互动式搜索引擎,支持微信公众号和文章搜索、知乎搜索、英文搜索及翻译等,通过自主研发的人工智能算法为用户提供专业、精准、便捷的搜索服务。"><link rel="stylesheet" type="text/css" href="//dlweb.sogoucdn.com/pcsearch/web/index/css/index_style_4efd77a.css"><style>.wrapper .suggestion{border:1px solid #e8e8e8;width:653px;-moz-box-shadow:0 1px 8px rgba(0,0,0,.1);-webkit-box-shadow:0 1px 8px rgba(0,0,0,.1);box-shadow:0 1px 8px rgba(0,0,0,.1);border-top-left-radius:0;border-top-right-radius:0;border-bottom-right-radius:2px;border-bottom-left-radius:2px;top:43px}.wrapper .suglist{width:206px}.wrapper .suglist .keyword{color:#7a77c8}.big-scn .suggestion{width:820px}.big-scn .suglist{width:236px}.wrapper .suglist{padding:4px 0}input[type=text]::-ms-clear{display:none}</style><!-- indexSnippetToHeader start --> <!-- indexSnippetToHeader end --></head><body color-style="white"><div class="wrapper " id="wrap"><div class="header"> <div class="top-nav"><ul><li class="cur"><span>网页</span></li><li><a onclick="st(this,'73141200','weixin')" href="http://weixin.sogou.com/" uigs-id="nav_weixin" id="weixinch">微信</a></li><li><a onclick="st(this,'40051200','zhihu')" href="http://zhihu.sogou.com/" uigs-id="nav_zhihu" id="zhihu">知乎</a></li><li><a onclick="st(this,'40030500','pic')" href="http://pic.sogou.com" uigs-id="nav_pic" id="pic">图片</a></li><li><a onclick="st(this,'40030600','video')" href="https://v.sogou.com/" uigs-id="nav_v" id="video">视频</a></li><li><a href="http://mingyi.sogou.com?fr=common_index_nav" uigs-id="nav_mingyi" id="mingyi" onclick="st(this,'','myingyi')">医疗</a></li><li><a href="https://baike.sogou.com/kexue/home.htm" uigs-id="nav_science" id="science">科学</a></li><li><a href="http://hanyu.sogou.com?fr=pcweb_index_nav" uigs-id="nav_hanyu" id="hanyu" onclick="st(this,'','hanyu')">汉语</a></li><li><a href="http://english.sogou.com?fr=pcweb_index_nav" uigs-id="nav_overseas" id="overseas" onclick="st(this,'','overseas')">英文</a></li><li><a onclick="st(this,'web2ww','wenwen')" href="https://wenwen.sogou.com/?ch=websearch" uigs-id="nav_wenwen" id="index_more_wenwen">问问</a></li><li><a href="http://scholar.sogou.com?fr=common_index_nav" uigs-id="nav_scholar" id="scholar" onclick="st(this,'','scholar')">学术</a></li><li class="show-more"><a href="javascript:void(0);" id="more-product">更多<i class="m-arr"></i></a><div class="pos-more" id="products-box" style="top:40px"><span class="ico-san"></span><a onclick="st(this,'40030300','news')" href="http://news.sogou.com" uigs-id="nav_news" id="news">资讯</a><a onclick="st(this,'40031000')" href="http://map.sogou.com" uigs-id="nav_map" id="map">地图</a><a onclick="st(this,'40031500')" href="http://gouwu.sogou.com/" uigs-id="nav_gouwu" id="index_more_gouwu">购物</a><a onclick="st(this,'40051203')" href="http://baike.sogou.com/Home.v" uigs-id="nav_baike" id="index_more_baike">百科</a><a onclick="st(this)" href="http://zhishi.sogou.com" uigs-id="nav_zhishi" id="index_more_zhishi">知识</a><a onclick="st(this,'40051205')" href="http://as.sogou.com/" uigs-id="nav_app" id="index_more_appli">应用</a><a onclick="st(this,'40051205','fanyi')" href="http://fanyi.sogou.com?fr=common_index_nav_pc" uigs-id="nav_fanyi" id="index_more_fanyi">翻译</a> <span class="all"><a onclick="st(this,'40051206')" href="http://www.sogou.com/docs/more.htm?v=1" uigs-id="nav_all" target="_blank">全部</a></span></div></li></ul></div><div class="user-box"><div class="local-weather" id="local-weather"><div class="wea-box" id="cur-weather" style="display:none"></div> <div class="pos-more" id="detail-weather" style="top:40px;left:-80px"></div> </div><span class="line" id="user-box-line" style="display:none"></span><div class="user-enter"> <a href="javascript:void(0);" class="enter" id="loginBtn">登录</a> </div></div></div><div class="content" id="content"><div class="pos-header" id="top-float-bar"><div class="part-one"></div><div class="part-two" id="card-tab-layer"><div class="c-top" id="top-card-tab"></div></div></div><div class="logo2" id="logo-s"><span></span></div><div class="logo" id="logo-l"><span></span></div> <div class="search-box querybox-focus" id="search-box"><form action="/web" name="sf" id="sf"><span class="sec-input-box"><input type="text" class="sec-input active" name="query" id="query" maxlength="100" len="80" autocomplete="off"></span><span class="enter-input"><input type="submit" value="搜狗搜索" id="stb"></span><input type="hidden" name="_asf" value="www.sogou.com"> <input type="hidden" name="_ast"> <input type="hidden" name="w" value="01019900"> <input type="hidden" name="p" value="40040100"> <input type="hidden" name="ie" value="utf8"> <input type="hidden" name="from" value="index-nologin"> <input type="hidden" name="s_from" value="index"><div class="keywords-tips" id="keywordsTips" style="display:none"><i></i><p>“<strong id="keywordsTipsStrong">369</strong>”后面的文字被忽略,搜狗的查询限制在40个汉字以内。</p></div></form></div> </div><div class="card-box" id="card-box" style="display:none"><div class="card-box2" id="card-box2"><div class="c-top" id="card-tab-box"><a href="javascript:void(0);" uigs-id="settings_close-card" id="close-card" class="shezhi"></a></div><div class="c-main" id="card-content"></div></div></div><div class="loog-more" id="scroll-more" style="display:none"><a href="javascript:void(0);" uigs-id="scroll-more">滚动查看更多<br><span class="ico_san"></span></a></div><div class="ft" id="footer" 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class="back-top" id="back-top"></a></div> <script>var SugPara, uigs_para, msBrowserName = navigator.userAgent.toLowerCase(),msIsSe = false,msIsMSearch = false, hasDoodle = false, queryinput = document.getElementById('query');</script><script>/*file=static/js/indexjs.js*/function indexjsInit(e,o,n,a,t,s,i,u){var r={puid:t,cards:s,cards_sw:i,uigs_cookie:"SUID,sct,SUV"};function c(){try{window.external.metasearch("make_connection","www.google.com.hk")}catch(e){}}uigs_para={uigs_productid:"webapp",type:"webindex_new",stype:e?"login":"nologin",scrnwi:screen.width,scrnhi:screen.height,uigs_pbtag:"A",uigs_cookie:"SUID,sct",protocol:"https:"==location.protocol.toLowerCase()?"https":"http"},e&&(uigs_para=Object.assign(uigs_para,r)),window.loginCardConfig={},SugPara={queryboxid:"search-box",enableSug:!0,sugType:"web",domain:"w.sugg.sogou.com",productId:"web",sugFormName:"sf",inputid:"query",submitId:"stb",suggestRid:"01015002",normalRid:"01019900",useParent:1,sugglocation:"index",showVr:!0,showHotwords:!0,suggAbtestObject:o},/se 2\.x/i.test(msBrowserName)&&(msIsSe=!0),/metasr/i.test(msBrowserName)&&(msIsMSearch=!0),queryinput&&msIsSe&&msIsMSearch&&(queryinput.addEventListener?(queryinput.addEventListener("keypress",c,!1),queryinput.addEventListener("keydown",c,!1)):queryinput.attachEvent?(queryinput.attachEvent("onkeypress",c),queryinput.attachEvent("onkeydown",c)):(queryinput.onkeypress=c,queryinput.onkeydown=c)),window.m_s_index=function(){var e=document.sf.query,o=Math.round(1e3*((new Date).getTime()+Math.random()));e.focus(),new RegExp("kw=([^&]+)").test(location.search)&&0==e.value.length&&(e.value=decodeURIComponent(RegExp.$1)),document.cookie.indexOf("SUV=")<0&&(document.cookie="SUV="+o+";path=/;expires=Sun, 29 July 2026 00:00:00 UTC;domain="+function(){var e=document.domain;return e.indexOf("sogou.com")==e.length-9?".sogou.com":e.indexOf("soso.com")==e.length-8?".soso.com":-1!=e.indexOf("sogo.com")?".sogo.com":void 0}()),n&&((new Image).src="//pb6.sogou.com/v6")},window.st=function(e,o,n,t){var s=document.sf.query,i=encodeURIComponent(s.value),u={news:"http://news.sogou.com/news?ie=utf8&query=",web:"web?ie=utf8&query=",weixin:"http://weixin.sogou.com/weixin?type=2&ie=utf8&query=",zhihu:"http://zhihu.sogou.com/zhihu?ie=utf8&query=",pic:"http://pic.sogou.com/pics?ie=utf8&query=",video:"https://v.sogou.com/v?ie=utf8&query=",myingyi:"https://www.sogou.com/web?m2web=mingyi.sogou.com&ie=utf8&query=",overseas:"http://english.sogou.com?b_o_e=1&ie=utf8&fr=pcweb_index_nav&query=",scholar:"http://scholar.sogou.com?ie=utf8&fr=common_index_nav&query=",fanyi:"http://fanyi.sogou.com/?fr=common_index_nav_pc&ie=utf8&keyword=",wenwen:"http://wenwen.sogou.com/s/?ch=websearch&w=",hanyu:"https://hanyu.sogou.com/?query=",science:"https://baike.sogou.com/kexue/home.htm?query=",dangjian:a},r=u[n]||e.href;function c(e){return-1<e.indexOf("?")?"&":"?"}s&&""!==s.value&&(["hanyu"].includes(n)?r=r.match(/.*(?=\?query\=)/)[0]+{hanyu:{index:"",result:"result"}}[n].result+"?query="+i:u[n]?r=u[n]+i:0<r.indexOf("kw=")?r=r.replace(new RegExp("kw=[^&$]*"),"kw="+i):r+=c(r)+"kw="+i),o&&(r+=c(r)+"p="+o),t&&0<t.length&&(r+="#"+t),!s||""!=s.value||"wenwen"!=n&&"dangjian"!=n&&"science"!=n||(r=e.href),e.href=r},window.cid=function(e,o){var n=document.sf.query,t=encodeURIComponent(n.value);t?"web2ww"===o?e.href+="s/?cid=web2ww&w="+t:"web2bk"===o&&(e.href+="Search.e?sp=S"+t+"&cid=web2bk"):e.href+="?cid="+o},window.m_s_index()}indexjsInit(false, {"suggestHistoryStrategy1":"","suggestHistoryStrategy2":"0|1|2|3|4|5|6|7|8","suggHistoryAbtest":""}, true, 'http://dangjian.sogou.com/dangjian?query=', 'invaliduser', '', '');</script><script src="//dlweb.sogoucdn.com/pcsearch/web/index/js/suggbase_b9937f7.js"></script> <script src="//dlweb.sogoucdn.com/pcsearch/js/common/widget/index_login_b1cc5cb.js"></script><script src="//account.sogou.com/static/api/passport-async.js"></script> <script src="//dlweb.sogoucdn.com/pcsearch/web/index/js/searchbase_211ecd8.js"></script> </body></html><!--zly-->
爬取数据结束
## 搜狗搜索,采集网页,设置简易的网页采集器
if __name__=="__main__":
#url='https://www.sogou.com/web?query=波晓张'
url='https://www.sogou.com/web'
kw=input('enter a word:')
param={
'query':kw
}
#对指定的url发起的请求对应的url是携带参数的,并且请求过程中处理了参数
response=requests.get(url=url,params=param)
page_text=response.text
fileName=kw+'.html'
with open(fileName,'w',encoding='utf-8') as fp:
fp.write(page_text)
print(fileName,'保存成功')
enter a word:波晓张
波晓张.html 保存成功
-
反爬机制 UA检测 门户网站的服务器会检测对应请求的载体身份标识,如果检测到请求的载体身份标识为某一款浏览器,则该请求为正常的请求。但是,如果不是,就是爬虫,则很可能会拒绝。
-
身份标识 User-Agent
-
反反爬
- UA伪装:让爬虫对应的请求载体身份标识符伪装成某一款浏览器
## 搜狗搜索,采集网页,设置简易的网页采集器
if __name__=="__main__":
#url='https://www.sogou.com/web?query=波晓张'
headers={'User-Agent':'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36'}
url='https://www.sogou.com/web'
kw=input('enter a word:')
param={
'query':kw
}
#对指定的url发起的请求对应的url是携带参数的,并且请求过程中处理了参数
response=requests.get(url=url,params=param,headers=headers)
page_text=response.text
fileName=kw+'1.html'
with open(fileName,'w',encoding='utf-8') as fp:
fp.write(page_text)
print(fileName,'保存成功')
enter a word:波晓张
波晓张1.html 保存成功
破解百度翻译
## 破解百度翻译
## 页面局部刷新
## ajax请求发送,请求成功后,将局部内容刷新
## 输入dog,产生三个sug,第一个sug post 参数kw为d,第二个post 参数kw为do,第三个post 参数kw为dog
## 响应数据,是json字符串,
## 解决:post请求(携带了参数)
XHR所对应请求
import requests
import json
if __name__=='__main__':
post_url='https://fanyi.baidu.com/sug'
#UA伪装
headers={'User-Agent':'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36'}
#post请求参数处理(同get请求一致)
word=input('enter a word:')
data={'kw':word}
#data={'kw':'dog'}
#请求发送,
response=requests.post(url=post_url,data=data,headers=headers)#这里是data
#获取响应数据:因为这里返回的是json格式,所以利用.json方法,可以通过request headers查看contents-type
dic_obj=response.json()
#存储
fileName=word+'.json'
#fp=open('./dog.json','w',encoding='utf-8')#
fp=open(fileName,'w',encoding='utf-8')
json.dump(dic_obj,fp=fp,ensure_ascii=False)#因为有中文
print('over')
enter a word:dog
over
豆瓣电影信息爬取
- 拖动滚轮,数据在滑动,会发生请求,局部更新
- 打开XHR,滑动滚轮,会发生更新,get请求,查看url,以及参数,拿到的是json数据
## 爬取豆瓣电影分类排行榜
import requests
import json
if __name__ == '__main__':
#把url后面的参数都封装到字典里
#url="https://movie.douban.com/j/chart/top_list?type=24&interval_id=100%3A90&action=&start=20&limit=20"
url="https://movie.douban.com/j/chart/top_list"
param={
'type':'24',
'interval_id':'100:90',
'action':'',
'start':'1',#从库中的第几部电影去取,index从0开始
'limit':'20'#一次取出的个数
}
#这里也可以动态设置输入start和limit
headers={'User-Agent':'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36'}
response=requests.get(url=url,params=param,headers=headers)
print(response.status_code)
list_data=response.json()
fp=open('./douban.json','w',encoding='utf-8')
json.dump(list_data,fp=fp,ensure_ascii=False)
fp.close()
200
- 怎样判断是不是ajax
- 输入后点击或者回车,局部页面刷新,网址不变
肯德基各地餐厅信息爬取
## 爬取肯德基餐厅查询app
##http://www.kfc.com.cn/kfccda/index.aspx
import requests
import json
if __name__ == '__main__':
keyword=input('地点:')
post_url='http://www.kfc.com.cn/kfccda/ashx/GetStoreList.ashx'
data={
'op':'keyword',#注意吧?号后面的也写成参数,总共是url中的参数加上formdata的参数
'cname':'',
'pid':'',
'Keyword':keyword,
'pageIndex':'1',
'pageSize':'10'
}
headers={'User-Agent':'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36'}
response=requests.post(url=post_url,data=data,headers=headers)
page_text=response.text
with open(keyword+'.txt','w',encoding='utf-8') as fp:
fp.write(page_text)
print('over')
地点:北京
over
国家药监总局,化妆品信息爬取
## 国家药监总局
## http://scxk.nmpa.gov.cn:81/xk/
## 爬取国家药品监督管理总局中基于中华人民共和国化妆品生产许可证相关数据
if __name__ == '__main__':
url='http://scxk.nmpa.gov.cn:81/xk/'
headers={'User-Agent':'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36'}
response=requests.get(url,headers=headers)
page_text=response.text
with open('./huazhuangpin.html','w',encoding='utf-8') as fp:
fp.write(page_text)
print('over')
over
出现异常
在该url下并没有请、求到化妆品公司信息,说明很可能是单独其他的ajax请求得到的
称为动态加载
if __name__ == '__main__':
url_post='http://scxk.nmpa.gov.cn:81/xk/itownet/portalAction.do'
headers={'User-Agent':'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36'}
data={
'method':'getXkzsList',
'on': 'true',
'page': '1',
'pageSize': '15',
'productName':'' ,
'conditionType': '1',
'applyname':''
}
response=requests.post(url=url_post,data=data,headers=headers)
dic_obj=response.json()
all_data_list=[]#存取所有企业详情数据字典
for i in dic_obj['list']:
url_href='http://scxk.nmpa.gov.cn:81/xk/itownet/portalAction.do'
data_href={'id':i['ID'],'method':'getXkzsById'}
response_href=requests.post(url=url_href,data=data_href,headers=headers)
dic_obj_href=response_href.json()
all_data_list.append(dic_obj_href)
#print(dic_obj_href)
fp=open('./huazhuangpin.json','w',encoding='utf-8')
json.dump(all_data_list,fp=fp,ensure_ascii=False)
fp.close()
import pandas as pd
company=pd.DataFrame(all_data_list)
company.iloc[0]
businessLicenseNumber 91330127MA2J2KJF7F
businessPerson 孙喜洋
certStr 膏霜乳液单元;一般液态单元(具体产品类别见副本)***
cityCode
countyCode
creatUser
createTime
endTime
epsAddress 浙江省杭州市淳安县浙江省杭州市淳安县千岛湖镇涌金路199号3号车间2楼、3楼
epsName 修熙(杭州)生物科技有限公司
epsProductAddress 浙江省杭州市淳安县千岛湖镇涌金路199号3号车间2、3楼***
id
isimport Y
legalPerson 孙喜洋
offDate
offReason
parentid
preid
processid
productSn 浙妆20210029
provinceCode
qfDate
qfManagerName 浙江省药品监督管理局
qualityPerson 程双杰
rcManagerDepartName 无
rcManagerUser 无
startTime
warehouseAddress
xkCompleteDate None
xkDate 2026-07-12
xkDateStr 2021-07-13
xkName 无
xkProject
xkRemark
xkType 201
Name: 0, dtype: object
获取所有page可以写一个page循环
数据解析
- 分类
- 正则
- bs4
- xpath(通用性更高,重点)
- 数据解释原理概述
- 数据的局部的文本内容都会在标签之间或者标签对应的属性中进行存储
- 进行制定标签的定位
- 标签或者标签对应的属性中存储的数据值进行提取
- 数据的局部的文本内容都会在标签之间或者标签对应的属性中进行存储
- 聚焦爬虫:爬取页面中指定的页面内容。
- 多了一步解析内容
正则化方法
爬取图片内容
##糗图百科
if __name__ == '__main__':
url='https://pic.qiushibaike.com/system/pictures/12452/124526225/medium/A2UV83AJ1AZKK59P.jpg'
img_data=requests.get(url=url).content
#content返回二进制形式的图片数据
#text(字符串)
#json()(对象)
with open('./qiutu.jpg','wb') as fp:
fp.write(img_data)
import requests
import re
##爬取糗事百科中热图板块下的所有图片
##总共13页
if __name__ == '__main__':
url='https://www.qiushibaike.com/imgrank/page/'
headers={'User-Agent':'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36'}
#使用通用爬虫对一整个页面进行爬取
img_list=[]
for i in range(1,14):
url_page=url+str(i)
response=requests.get(url_page,headers=headers)
page_text=response.text
ex='<div class="thumb">.*?<img src="(.*?)" alt.*?</div>'
img_src_list=re.findall(ex,page_text,re.S)
print(img_src_list)
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import requests
import re
import os
##爬取糗事百科中热图板块下的所有图片
##总共13页
if __name__ == '__main__':
url='https://www.qiushibaike.com/imgrank/page/'
headers={'User-Agent':'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36'}
#使用通用爬虫对一整个页面进行爬取
img_list=[]
if not os.path.exists('./热图'):
os.mkdir('./热图')
#url='https://www.qiushibaike.com/imgrank/page/%d'
#format(url%pageid)
for i in range(1,14):
url_page=url+str(i)
response=requests.get(url_page,headers=headers)
page_text=response.text
ex='<div class="thumb">.*?<img src="(.*?)" alt.*?</div>'
img_src_list=re.findall(ex,page_text,re.S)
for src in img_src_list:
url_img='https:'+src
image_data=requests.get(url=url_img,headers=headers).content
with open('热图/'+src.split('/')[-1],'wb') as fp:
fp.write(image_data)
print('over')
over
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url='https://www.duitang.com/blogs/tag/?name=%E3%80%82iu%E5%9B%BE%E7%89%87#!hot-p3'
response=requests.get(url=url,headers=headers)
response.text
'\n\n\n\n\n\n\n<!doctype html>\n<html>\n<head>\n<meta charset="utf-8" />\n<meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1"/>\n<meta property="wb:webmaster" content="973d669418f79e8b" />\n<meta name="format-detection" content="telephone=no">\n<meta name="applicable-device" content="pc">\n<meta name="shenma-site-verification" content="91438da4abf1862363ff00d12a8bc25f_1598588503"/>\n<title>。iu图片 - 堆糖,美图壁纸兴趣社区</title>\n<meta name="keywords" content="。iu图片,图片" />\n<meta name="description" content="。iu图片图片、。iu图片高清图片,堆糖精选最新。iu图片图片大全,一键收藏免费下载。" />\n<link href="https://c-ssl.duitang.com/uploads/icons/duitang_favicon.ico" rel="SHORTCUT ICON" />\n<link rel="stylesheet" type="text/css" href="//a.dtstatic.com/static/vienna/css/lib.b0c1f224.css">\n<link href="//a.dtstatic.com/static/vienna/css/page/direction/category.e9c24492.css" rel="stylesheet" />\n<script type="text/javascript">\r\nvar USER = {},\r\nBIND_SITES = {};\r\nUSER.ID = 0;\r\nUSER.username = \'\';\r\nUSER.smallAvatar = 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href="/category/?cat=food">美食菜谱</a>\n<a href="/category/?cat=diy">手工DIY</a>\n<a href="/category/?cat=fashion">时尚搭配</a>\n<a href="/category/?cat=beauty">美妆造型</a>\n<a href="/category/?cat=wedding">婚纱婚礼</a>\n<a href="/category/?cat=quotes">文字句子</a>\n<a href="/category/?cat=painting">插画绘画</a>\n<a href="/category/?cat=movie_music_books">影音书籍</a>\n<a href="/category/?cat=celebrity">人物明星</a>\n<a href="/category/?cat=plant">植物多肉</a>\n<a href="/category/?cat=tips">生活百科</a>\n<a href="/category/?cat=moe">搞笑萌宠</a>\n<a href="/category/?cat=art">人文艺术</a>\n<a href="/category/?cat=design">设计</a>\n<a href="/category/?cat=chinoiserie">古风</a>\n<a href="/category/?cat=wallpaper">壁纸</a>\n<a href="/category/?cat=travel">旅行</a>\n<a href="/category/?cat=avatar">头像</a>\n<a href="/category/?cat=photography">摄影</a>\n<a href="/category/?cat=emoticon">表情</a>\n<a href="/category/?cat=material">素材</a>\n<a href="/category/?cat=gif">动图</a>\n</div>\n</div>\n</div>\n</div>\n<div id="dt-search">\n<form action="/search/">\n<input class="ipt" id="kw" autocomplete="off" name="kw" type="text" placeholder="搜索感兴趣的内容">\n<input id="type" type="hidden" name="type" value="feed">\n<button type="submit"></button>\n</form>\n<div id="dt-search-list">\n<div class="dt-search-line">\n搜索含\n<span class="red"></span>\n的图片\n</div>\n<div class="dt-search-line">\n搜索含\n<span class="red"></span>\n的商品\n</div>\n<div class="dt-search-line">\n搜索含\n<span class="red"></span>\n的专辑\n</div>\n<div class="dt-search-line">\n搜索含\n<span class="red"></span>\n的文章\n</div>\n<div class="dt-search-line">\n搜索含\n<span class="red"></span>\n的达人\n</div>\n</div>\n</div>\n<div id="dt-header-right">\n<div id="dt-login" class="dt-head-cat">\n<a id="dt-login-btn" href="javascript:;" data-next="/">注册/登录</a>\n</div>\n<div id="dt-dreamer" class="dt-has-menu dt-head-cat">\n<a class="dt-dreamer-a" href="/life_artist/index/" onmousedown="$.G.hmt(\'/lifeartist/home_top_entrance/\')">堆糖生活家</a>\n</div>\n</div>\n</div>\n</div>\n<div id="dt-header-btm"></div>\n</div></div>\n<div id="content">\n<div class="app-download-guide top" style="margin-bottom: 20px;text-align: center;">\n<img src="https://c-ssl.duitang.com/uploads/item/202010/10/20201010143456_HV4zd.png" alt="" style="width: 998px;">\n</div>\n<div class="layer layer-full">\n<div class="tube">\n<a name="woo-anchor"></a>\n<div class="ctg-menu-list block">\n<div class="ctg-menu-current ctg-menu-current-bg l"><h1>\n。iu图片\n</h1>\n</div>\n<div class="ctg-menu-newhot l dt-hidden">\n<a class="woo-swa" href="javascript:;">人气</a>\n<a class="woo-swa" href="javascript:;">最新</a>\n</div>\n</div>\n</div>\n</div>\n<div id="fordymarea">\n<div class="woo-swb">\n<div class="woo-pcont stpics clr " data-wootemp="4" data-totalunits="10000">\n<div data-id="438680846" class="woo">\n<div class="j">\n<div class="mbpho" style="height:352px;">\n<a target="_blank" class="a" href="/blog/?id=438680846">\n<img data-rootid="438680846" alt="IU高清图片" data-iid="" src="https://c-ssl.duitang.com/uploads/item/201508/28/20150828155936_3MQeB.thumb.400_0.jpeg" height="352"/>\n<u style="margin-top:-352px;height:352px;"></u>\n</a>\n<div class="collbtn" data-favorite=\'{"id":438680846,"owner":10140565,"type":"1"}\'>\n<a class="y" href="javascript:;">\n收集\n</a>\n<!-- <a class="m" target="_blank" href="/blog/?id=438680846"></a> -->\n<a class="z" href="javascript:;">\n点赞\n</a>\n<a class="x" href="javascript:;">\n评论\n</a>\n</div>\n<i class="icon-like"></i>\n</div>\n<div class="wooscr">\n<div class="g" >IU高清图片</div>\n<div class="d ">\n<div class="d2 "><i></i><span>3</span></div>\n<div class="d1 "><i></i><span>2</span></div>\n<!-- <span class="d3 dn">0</span> -->\n</div>\n<ul>\n<li class="f">\n<a target="_blank" href="/people/?user_id=10140565">\n<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/201508/28/20150828155736_S3JTG.thumb.100_100_c.jpeg" />\n</a>\n<p>\n<a class="p" target="_blank" href="/people/?user_id=10140565">青梧__</a>\n<br/>\n<span>\n发布到 \n<a target="_blank" href="/album/?id=73939097"\n>颜控</a>\n</span>\n</p>\n</li>\n<div class="comment-wrap dn">\n<li class="blog-comment dn">\n<h4>图片评论</h4>\n<span><i>0</i>条</span>\n</li>\n<!-- 三条评论 开始 -->\n<!-- 三条评论 结束 -->\n</div>\n</ul>\n</div>\n</div>\n</div>\n<div data-id="1040603776" class="woo">\n<div class="j">\n<div class="mbpho" style="height:343px;">\n<a target="_blank" class="a" href="/blog/?id=1040603776">\n<img data-rootid="1040603776" alt="IU 图片来自网络" data-iid="" src="https://c-ssl.duitang.com/uploads/item/201901/07/20190107185842_kkT3L.thumb.400_0.jpeg" height="343"/>\n<u style="margin-top:-343px;height:343px;"></u>\n</a>\n<div class="collbtn" data-favorite=\'{"id":1040603776,"owner":4621628,"type":"1"}\'>\n<a class="y" href="javascript:;">\n收集\n</a>\n<!-- <a class="m" target="_blank" href="/blog/?id=1040603776"></a> -->\n<a class="z" href="javascript:;">\n点赞\n</a>\n<a class="x" href="javascript:;">\n评论\n</a>\n</div>\n<i class="icon-like"></i>\n</div>\n<div class="wooscr">\n<div class="g" >IU 图片来自网络</div>\n<div class="d ">\n<div class="d2 "><i></i><span>19</span></div>\n<div class="d1 "><i></i><span>112</span></div>\n<!-- <span class="d3 dn">0</span> -->\n</div>\n<ul>\n<li class="f">\n<a target="_blank" href="/people/?user_id=4621628">\n<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202010/13/20201013224007_mSrnf.thumb.100_100_c.jpeg" />\n</a>\n<p>\n<a class="p" target="_blank" href="/people/?user_id=4621628">coldsweet</a>\n<br/>\n<span>\n发布到 \n<a target="_blank" href="/album/?id=82582996"\n>IU/李智恩(…</a>\n</span>\n</p>\n</li>\n<div class="comment-wrap dn">\n<li class="blog-comment dn">\n<h4>图片评论</h4>\n<span><i>0</i>条</span>\n</li>\n<!-- 三条评论 开始 -->\n<!-- 三条评论 结束 -->\n</div>\n</ul>\n</div>\n</div>\n</div>\n<div data-id="1040603774" class="woo">\n<div class="j">\n<div class="mbpho" style="height:417px;">\n<a target="_blank" class="a" href="/blog/?id=1040603774">\n<img data-rootid="1040603774" alt="IU 图片来自网络" data-iid="" src="https://c-ssl.duitang.com/uploads/item/201901/07/20190107185845_yi2ZK.thumb.400_0.jpeg" height="417"/>\n<u style="margin-top:-417px;height:417px;"></u>\n</a>\n<div class="collbtn" data-favorite=\'{"id":1040603774,"owner":4621628,"type":"1"}\'>\n<a class="y" href="javascript:;">\n收集\n</a>\n<!-- <a class="m" target="_blank" href="/blog/?id=1040603774"></a> -->\n<a class="z" href="javascript:;">\n点赞\n</a>\n<a class="x" href="javascript:;">\n评论\n</a>\n</div>\n<i class="icon-like"></i>\n</div>\n<div class="wooscr">\n<div class="g" >IU 图片来自网络</div>\n<div class="d ">\n<div class="d2 "><i></i><span>11</span></div>\n<div class="d1 "><i></i><span>55</span></div>\n<!-- <span class="d3 dn">0</span> -->\n</div>\n<ul>\n<li class="f">\n<a target="_blank" href="/people/?user_id=4621628">\n<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202010/13/20201013224007_mSrnf.thumb.100_100_c.jpeg" />\n</a>\n<p>\n<a class="p" target="_blank" href="/people/?user_id=4621628">coldsweet</a>\n<br/>\n<span>\n发布到 \n<a target="_blank" href="/album/?id=82582996"\n>IU/李智恩(…</a>\n</span>\n</p>\n</li>\n<div class="comment-wrap dn">\n<li class="blog-comment dn">\n<h4>图片评论</h4>\n<span><i>0</i>条</span>\n</li>\n<!-- 三条评论 开始 -->\n<!-- 三条评论 结束 -->\n</div>\n</ul>\n</div>\n</div>\n</div>\n<div data-id="1158748506" class="woo">\n<div class="j">\n<div class="mbpho" style="height:233px;">\n<a target="_blank" class="a" href="/blog/?id=1158748506">\n<img data-rootid="1158748506" alt="iu◎李知恩◎绝美图片" data-iid="" src="https://c-ssl.duitang.com/uploads/item/201911/27/20191127222035_nrtig.thumb.400_0.jpeg" height="233"/>\n<u style="margin-top:-233px;height:233px;"></u>\n</a>\n<div class="collbtn" data-favorite=\'{"id":1158748506,"owner":18190608,"type":"1"}\'>\n<a class="y" href="javascript:;">\n收集\n</a>\n<!-- <a class="m" target="_blank" href="/blog/?id=1158748506"></a> -->\n<a class="z" href="javascript:;">\n点赞\n</a>\n<a class="x" href="javascript:;">\n评论\n</a>\n</div>\n<i class="icon-like"></i>\n</div>\n<div class="wooscr">\n<div class="g" >iu◎李知恩◎绝美图片</div>\n<div class="d ">\n<div class="d2 "><i></i><span>3</span></div>\n<div class="d1 "><i></i><span>1</span></div>\n<!-- <span class="d3 dn">0</span> -->\n</div>\n<ul>\n<li class="f">\n<a target="_blank" href="/people/?user_id=18190608">\n<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/avatar/202106/26/20210626181805_9b7f4.thumb.100_100_c.jpg" />\n</a>\n<p>\n<a class="p" target="_blank" href="/people/?user_id=18190608">欢喜姿意</a>\n<br/>\n<span>\n发布到 \n<a target="_blank" href="/album/?id=94853879"\n>iu李知恩\'绝…</a>\n</span>\n</p>\n</li>\n<div class="comment-wrap dn">\n<li class="blog-comment dn">\n<h4>图片评论</h4>\n<span><i>0</i>条</span>\n</li>\n<!-- 三条评论 开始 -->\n<!-- 三条评论 结束 -->\n</div>\n</ul>\n</div>\n</div>\n</div>\n<div data-id="1126483422" class="woo">\n<div class="j">\n<div class="mbpho" style="height:235px;">\n<a target="_blank" class="a" href="/blog/?id=1126483422">\n<img data-rootid="1126483422" alt="iu◎李知恩◎绝美图片" data-iid="" src="https://c-ssl.duitang.com/uploads/item/201909/01/20190901220827_wxxuq.thumb.400_0.jpg" height="235"/>\n<u style="margin-top:-235px;height:235px;"></u>\n</a>\n<div class="collbtn" data-favorite=\'{"id":1126483422,"owner":18190608,"type":"1"}\'>\n<a class="y" href="javascript:;">\n收集\n</a>\n<!-- <a class="m" target="_blank" href="/blog/?id=1126483422"></a> -->\n<a class="z" href="javascript:;">\n点赞\n</a>\n<a class="x" href="javascript:;">\n评论\n</a>\n</div>\n<i class="icon-like"></i>\n</div>\n<div class="wooscr">\n<div class="g" >iu◎李知恩◎绝美图片</div>\n<div class="d ">\n<div class="d2 "><i></i><span>3</span></div>\n<div class="d1 "><i></i><span>8</span></div>\n<!-- <span class="d3 dn">0</span> -->\n</div>\n<ul>\n<li class="f">\n<a target="_blank" href="/people/?user_id=18190608">\n<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/avatar/202106/26/20210626181805_9b7f4.thumb.100_100_c.jpg" />\n</a>\n<p>\n<a class="p" target="_blank" href="/people/?user_id=18190608">欢喜姿意</a>\n<br/>\n<span>\n发布到 \n<a target="_blank" href="/album/?id=94853879"\n>iu李知恩\'绝…</a>\n</span>\n</p>\n</li>\n<div class="comment-wrap dn">\n<li class="blog-comment dn">\n<h4>图片评论</h4>\n<span><i>0</i>条</span>\n</li>\n<!-- 三条评论 开始 -->\n<!-- 三条评论 结束 -->\n</div>\n</ul>\n</div>\n</div>\n</div>\n<div data-id="1238176411" class="woo">\n<div class="j">\n<div class="mbpho" style="height:235px;">\n<a target="_blank" class="a" href="/blog/?id=1238176411">\n<img data-rootid="1238176411" alt="IU\n图片摘自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/202005/06/20200506131448_yqnmd.thumb.400_0.jpg" height="235"/>\n<u style="margin-top:-235px;height:235px;"></u>\n</a>\n<div class="collbtn" data-favorite=\'{"id":1238176411,"owner":12785024,"type":"1"}\'>\n<a class="y" href="javascript:;">\n收集\n</a>\n<!-- <a class="m" target="_blank" href="/blog/?id=1238176411"></a> -->\n<a class="z" href="javascript:;">\n点赞\n</a>\n<a class="x" href="javascript:;">\n评论\n</a>\n</div>\n<i class="icon-like"></i>\n</div>\n<div class="wooscr">\n<div class="g" >IU\n图片摘自weibo:@Pink_MyEun</div>\n<div class="d ">\n<div class="d2 "><i></i><span>3</span></div>\n<div class="d1 "><i></i><span>6</span></div>\n<!-- <span class="d3 dn">0</span> -->\n</div>\n<ul>\n<li class="f">\n<a target="_blank" href="/people/?user_id=12785024">\n<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />\n</a>\n<p>\n<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>\n<br/>\n<span>\n发布到 \n<a target="_blank" href="/album/?id=80638813"\n>IU</a>\n</span>\n</p>\n</li>\n<div class="comment-wrap dn">\n<li class="blog-comment dn">\n<h4>图片评论</h4>\n<span><i>0</i>条</span>\n</li>\n<!-- 三条评论 开始 -->\n<!-- 三条评论 结束 -->\n</div>\n</ul>\n</div>\n</div>\n</div>\n<div data-id="1224419645" class="woo">\n<div class="j">\n<div class="mbpho" style="height:234px;">\n<a target="_blank" class="a" href="/blog/?id=1224419645">\n<img data-rootid="1224419645" alt="IU\n图片出自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/202004/09/20200409201842_ugwah.thumb.400_0.jpg" height="234"/>\n<u style="margin-top:-234px;height:234px;"></u>\n</a>\n<div class="collbtn" data-favorite=\'{"id":1224419645,"owner":12785024,"type":"1"}\'>\n<a class="y" href="javascript:;">\n收集\n</a>\n<!-- <a class="m" target="_blank" href="/blog/?id=1224419645"></a> -->\n<a class="z" href="javascript:;">\n点赞\n</a>\n<a class="x" href="javascript:;">\n评论\n</a>\n</div>\n<i class="icon-like"></i>\n</div>\n<div class="wooscr">\n<div class="g" >IU\n图片出自weibo:@Pink_MyEun</div>\n<div class="d ">\n<div class="d2 "><i></i><span>4</span></div>\n<div class="d1 "><i></i><span>14</span></div>\n<!-- <span class="d3 dn">0</span> -->\n</div>\n<ul>\n<li class="f">\n<a target="_blank" href="/people/?user_id=12785024">\n<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />\n</a>\n<p>\n<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>\n<br/>\n<span>\n发布到 \n<a target="_blank" href="/album/?id=80638813"\n>IU</a>\n</span>\n</p>\n</li>\n<div class="comment-wrap dn">\n<li class="blog-comment dn">\n<h4>图片评论</h4>\n<span><i>0</i>条</span>\n</li>\n<!-- 三条评论 开始 -->\n<!-- 三条评论 结束 -->\n</div>\n</ul>\n</div>\n</div>\n</div>\n<div data-id="1167194186" class="woo">\n<div class="j">\n<div class="mbpho" style="height:417px;">\n<a target="_blank" class="a" href="/blog/?id=1167194186">\n<img data-rootid="1167194186" alt="IU\n图片出自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/201912/24/20191224090029_lmljw.thumb.400_0.jpg" height="417"/>\n<u style="margin-top:-417px;height:417px;"></u>\n</a>\n<div class="collbtn" data-favorite=\'{"id":1167194186,"owner":12785024,"type":"1"}\'>\n<a class="y" href="javascript:;">\n收集\n</a>\n<!-- <a class="m" target="_blank" href="/blog/?id=1167194186"></a> -->\n<a class="z" href="javascript:;">\n点赞\n</a>\n<a class="x" href="javascript:;">\n评论\n</a>\n</div>\n<i class="icon-like"></i>\n</div>\n<div class="wooscr">\n<div class="g" >IU\n图片出自weibo:@Pink_MyEun</div>\n<div class="d ">\n<div class="d2 "><i></i><span>4</span></div>\n<div class="d1 "><i></i><span>25</span></div>\n<!-- <span class="d3 dn">0</span> -->\n</div>\n<ul>\n<li class="f">\n<a target="_blank" href="/people/?user_id=12785024">\n<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />\n</a>\n<p>\n<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>\n<br/>\n<span>\n发布到 \n<a target="_blank" href="/album/?id=80638813"\n>IU</a>\n</span>\n</p>\n</li>\n<div class="comment-wrap dn">\n<li class="blog-comment dn">\n<h4>图片评论</h4>\n<span><i>0</i>条</span>\n</li>\n<!-- 三条评论 开始 -->\n<!-- 三条评论 结束 -->\n</div>\n</ul>\n</div>\n</div>\n</div>\n<div data-id="1167193642" class="woo">\n<div class="j">\n<div class="mbpho" style="height:235px;">\n<a target="_blank" class="a" href="/blog/?id=1167193642">\n<img data-rootid="1167193642" alt="IU\n图片出自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/201912/24/20191224085711_pdtwd.thumb.400_0.jpg" height="235"/>\n<u style="margin-top:-235px;height:235px;"></u>\n</a>\n<div class="collbtn" data-favorite=\'{"id":1167193642,"owner":12785024,"type":"1"}\'>\n<a class="y" href="javascript:;">\n收集\n</a>\n<!-- <a class="m" target="_blank" href="/blog/?id=1167193642"></a> -->\n<a class="z" href="javascript:;">\n点赞\n</a>\n<a class="x" href="javascript:;">\n评论\n</a>\n</div>\n<i class="icon-like"></i>\n</div>\n<div class="wooscr">\n<div class="g" >IU\n图片出自weibo:@Pink_MyEun</div>\n<div class="d ">\n<div class="d2 "><i></i><span>4</span></div>\n<div class="d1 "><i></i><span>17</span></div>\n<!-- <span class="d3 dn">0</span> -->\n</div>\n<ul>\n<li class="f">\n<a target="_blank" href="/people/?user_id=12785024">\n<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />\n</a>\n<p>\n<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>\n<br/>\n<span>\n发布到 \n<a target="_blank" href="/album/?id=80638813"\n>IU</a>\n</span>\n</p>\n</li>\n<div class="comment-wrap dn">\n<li class="blog-comment dn">\n<h4>图片评论</h4>\n<span><i>0</i>条</span>\n</li>\n<!-- 三条评论 开始 -->\n<!-- 三条评论 结束 -->\n</div>\n</ul>\n</div>\n</div>\n</div>\n<div data-id="1167194031" class="woo">\n<div class="j">\n<div class="mbpho" style="height:313px;">\n<a target="_blank" class="a" href="/blog/?id=1167194031">\n<img data-rootid="1167194031" alt="IU\n图片出自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/201912/24/20191224085931_savjv.thumb.400_0.jpg" height="313"/>\n<u style="margin-top:-313px;height:313px;"></u>\n</a>\n<div class="collbtn" data-favorite=\'{"id":1167194031,"owner":12785024,"type":"1"}\'>\n<a class="y" href="javascript:;">\n收集\n</a>\n<!-- <a class="m" target="_blank" href="/blog/?id=1167194031"></a> -->\n<a class="z" href="javascript:;">\n点赞\n</a>\n<a class="x" href="javascript:;">\n评论\n</a>\n</div>\n<i class="icon-like"></i>\n</div>\n<div class="wooscr">\n<div class="g" >IU\n图片出自weibo:@Pink_MyEun</div>\n<div class="d ">\n<div class="d2 "><i></i><span>3</span></div>\n<div class="d1 "><i></i><span>22</span></div>\n<!-- <span class="d3 dn">0</span> -->\n</div>\n<ul>\n<li class="f">\n<a target="_blank" href="/people/?user_id=12785024">\n<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />\n</a>\n<p>\n<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>\n<br/>\n<span>\n发布到 \n<a target="_blank" href="/album/?id=80638813"\n>IU</a>\n</span>\n</p>\n</li>\n<div class="comment-wrap dn">\n<li class="blog-comment dn">\n<h4>图片评论</h4>\n<span><i>0</i>条</span>\n</li>\n<!-- 三条评论 开始 -->\n<!-- 三条评论 结束 -->\n</div>\n</ul>\n</div>\n</div>\n</div>\n<div data-id="1231150939" class="woo">\n<div class="j">\n<div class="mbpho" style="height:417px;">\n<a target="_blank" class="a" href="/blog/?id=1231150939">\n<img data-rootid="1231150939" alt="IU\n图片摘自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/202004/21/20200421195113_ksdzi.thumb.400_0.jpg" height="417"/>\n<u style="margin-top:-417px;height:417px;"></u>\n</a>\n<div class="collbtn" data-favorite=\'{"id":1231150939,"owner":12785024,"type":"1"}\'>\n<a class="y" href="javascript:;">\n收集\n</a>\n<!-- <a class="m" target="_blank" href="/blog/?id=1231150939"></a> -->\n<a class="z" href="javascript:;">\n点赞\n</a>\n<a class="x" href="javascript:;">\n评论\n</a>\n</div>\n<i class="icon-like"></i>\n</div>\n<div class="wooscr">\n<div class="g" >IU\n图片摘自weibo:@Pink_MyEun</div>\n<div class="d ">\n<div class="d2 "><i></i><span>3</span></div>\n<div class="d1 "><i></i><span>33</span></div>\n<!-- <span class="d3 dn">0</span> -->\n</div>\n<ul>\n<li class="f">\n<a target="_blank" href="/people/?user_id=12785024">\n<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />\n</a>\n<p>\n<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>\n<br/>\n<span>\n发布到 \n<a target="_blank" href="/album/?id=80638813"\n>IU</a>\n</span>\n</p>\n</li>\n<div class="comment-wrap dn">\n<li class="blog-comment dn">\n<h4>图片评论</h4>\n<span><i>0</i>条</span>\n</li>\n<!-- 三条评论 开始 -->\n<!-- 三条评论 结束 -->\n</div>\n</ul>\n</div>\n</div>\n</div>\n<div data-id="1238177761" class="woo">\n<div class="j">\n<div class="mbpho" style="height:235px;">\n<a target="_blank" class="a" href="/blog/?id=1238177761">\n<img data-rootid="1238177761" alt="IU\n图片摘自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/202005/06/20200506131835_mgscb.thumb.400_0.jpg" height="235"/>\n<u style="margin-top:-235px;height:235px;"></u>\n</a>\n<div class="collbtn" data-favorite=\'{"id":1238177761,"owner":12785024,"type":"1"}\'>\n<a class="y" href="javascript:;">\n收集\n</a>\n<!-- <a class="m" target="_blank" href="/blog/?id=1238177761"></a> -->\n<a class="z" href="javascript:;">\n点赞\n</a>\n<a class="x" href="javascript:;">\n评论\n</a>\n</div>\n<i class="icon-like"></i>\n</div>\n<div class="wooscr">\n<div class="g" >IU\n图片摘自weibo:@Pink_MyEun</div>\n<div class="d ">\n<div class="d2 "><i></i><span>3</span></div>\n<div class="d1 "><i></i><span>27</span></div>\n<!-- <span class="d3 dn">0</span> -->\n</div>\n<ul>\n<li class="f">\n<a target="_blank" href="/people/?user_id=12785024">\n<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />\n</a>\n<p>\n<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>\n<br/>\n<span>\n发布到 \n<a target="_blank" href="/album/?id=80638813"\n>IU</a>\n</span>\n</p>\n</li>\n<div class="comment-wrap dn">\n<li class="blog-comment dn">\n<h4>图片评论</h4>\n<span><i>0</i>条</span>\n</li>\n<!-- 三条评论 开始 -->\n<!-- 三条评论 结束 -->\n</div>\n</ul>\n</div>\n</div>\n</div>\n<div data-id="1167194192" class="woo">\n<div class="j">\n<div class="mbpho" style="height:417px;">\n<a target="_blank" class="a" href="/blog/?id=1167194192">\n<img data-rootid="1167194192" alt="IU\n图片出自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/201912/24/20191224090024_rhoda.thumb.400_0.jpg" height="417"/>\n<u style="margin-top:-417px;height:417px;"></u>\n</a>\n<div class="collbtn" data-favorite=\'{"id":1167194192,"owner":12785024,"type":"1"}\'>\n<a class="y" href="javascript:;">\n收集\n</a>\n<!-- <a class="m" target="_blank" href="/blog/?id=1167194192"></a> -->\n<a class="z" href="javascript:;">\n点赞\n</a>\n<a class="x" href="javascript:;">\n评论\n</a>\n</div>\n<i class="icon-like"></i>\n</div>\n<div class="wooscr">\n<div class="g" >IU\n图片出自weibo:@Pink_MyEun</div>\n<div class="d ">\n<div class="d2 "><i></i><span>6</span></div>\n<div class="d1 "><i></i><span>30</span></div>\n<!-- <span class="d3 dn">0</span> -->\n</div>\n<ul>\n<li class="f">\n<a target="_blank" href="/people/?user_id=12785024">\n<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />\n</a>\n<p>\n<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>\n<br/>\n<span>\n发布到 \n<a target="_blank" href="/album/?id=80638813"\n>IU</a>\n</span>\n</p>\n</li>\n<div class="comment-wrap dn">\n<li class="blog-comment dn">\n<h4>图片评论</h4>\n<span><i>0</i>条</span>\n</li>\n<!-- 三条评论 开始 -->\n<!-- 三条评论 结束 -->\n</div>\n</ul>\n</div>\n</div>\n</div>\n<div data-id="1167193730" class="woo">\n<div class="j">\n<div class="mbpho" style="height:417px;">\n<a target="_blank" class="a" href="/blog/?id=1167193730">\n<img data-rootid="1167193730" alt="IU\n图片出自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/201912/24/20191224085743_gkaoj.thumb.400_0.jpg" height="417"/>\n<u style="margin-top:-417px;height:417px;"></u>\n</a>\n<div class="collbtn" data-favorite=\'{"id":1167193730,"owner":12785024,"type":"1"}\'>\n<a class="y" href="javascript:;">\n收集\n</a>\n<!-- <a class="m" target="_blank" href="/blog/?id=1167193730"></a> -->\n<a class="z" href="javascript:;">\n点赞\n</a>\n<a class="x" href="javascript:;">\n评论\n</a>\n</div>\n<i class="icon-like"></i>\n</div>\n<div class="wooscr">\n<div class="g" >IU\n图片出自weibo:@Pink_MyEun</div>\n<div class="d ">\n<div class="d2 "><i></i><span>3</span></div>\n<div class="d1 "><i></i><span>19</span></div>\n<!-- <span class="d3 dn">0</span> -->\n</div>\n<ul>\n<li class="f">\n<a target="_blank" href="/people/?user_id=12785024">\n<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />\n</a>\n<p>\n<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>\n<br/>\n<span>\n发布到 \n<a target="_blank" href="/album/?id=80638813"\n>IU</a>\n</span>\n</p>\n</li>\n<div class="comment-wrap dn">\n<li class="blog-comment dn">\n<h4>图片评论</h4>\n<span><i>0</i>条</span>\n</li>\n<!-- 三条评论 开始 -->\n<!-- 三条评论 结束 -->\n</div>\n</ul>\n</div>\n</div>\n</div>\n<div data-id="1231150340" class="woo">\n<div class="j">\n<div class="mbpho" style="height:235px;">\n<a target="_blank" class="a" href="/blog/?id=1231150340">\n<img data-rootid="1231150340" alt="IU\n图片摘自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/202004/21/20200421194950_msfhx.thumb.400_0.jpg" height="235"/>\n<u style="margin-top:-235px;height:235px;"></u>\n</a>\n<div class="collbtn" data-favorite=\'{"id":1231150340,"owner":12785024,"type":"1"}\'>\n<a class="y" href="javascript:;">\n收集\n</a>\n<!-- <a class="m" target="_blank" href="/blog/?id=1231150340"></a> -->\n<a class="z" href="javascript:;">\n点赞\n</a>\n<a class="x" href="javascript:;">\n评论\n</a>\n</div>\n<i class="icon-like"></i>\n</div>\n<div class="wooscr">\n<div class="g" >IU\n图片摘自weibo:@Pink_MyEun</div>\n<div class="d ">\n<div class="d2 "><i></i><span>3</span></div>\n<div class="d1 "><i></i><span>14</span></div>\n<!-- <span class="d3 dn">0</span> -->\n</div>\n<ul>\n<li class="f">\n<a target="_blank" href="/people/?user_id=12785024">\n<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />\n</a>\n<p>\n<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>\n<br/>\n<span>\n发布到 \n<a target="_blank" href="/album/?id=80638813"\n>IU</a>\n</span>\n</p>\n</li>\n<div class="comment-wrap dn">\n<li class="blog-comment dn">\n<h4>图片评论</h4>\n<span><i>0</i>条</span>\n</li>\n<!-- 三条评论 开始 -->\n<!-- 三条评论 结束 -->\n</div>\n</ul>\n</div>\n</div>\n</div>\n<div data-id="1238176414" class="woo">\n<div class="j">\n<div class="mbpho" style="height:417px;">\n<a target="_blank" class="a" href="/blog/?id=1238176414">\n<img data-rootid="1238176414" alt="IU\n图片摘自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/202005/06/20200506131446_kesjf.thumb.400_0.jpg" height="417"/>\n<u style="margin-top:-417px;height:417px;"></u>\n</a>\n<div class="collbtn" data-favorite=\'{"id":1238176414,"owner":12785024,"type":"1"}\'>\n<a class="y" href="javascript:;">\n收集\n</a>\n<!-- <a class="m" target="_blank" href="/blog/?id=1238176414"></a> -->\n<a class="z" href="javascript:;">\n点赞\n</a>\n<a class="x" href="javascript:;">\n评论\n</a>\n</div>\n<i class="icon-like"></i>\n</div>\n<div class="wooscr">\n<div class="g" >IU\n图片摘自weibo:@Pink_MyEun</div>\n<div class="d ">\n<div class="d2 "><i></i><span>3</span></div>\n<div class="d1 "><i></i><span>11</span></div>\n<!-- <span class="d3 dn">0</span> -->\n</div>\n<ul>\n<li class="f">\n<a target="_blank" href="/people/?user_id=12785024">\n<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />\n</a>\n<p>\n<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>\n<br/>\n<span>\n发布到 \n<a target="_blank" href="/album/?id=80638813"\n>IU</a>\n</span>\n</p>\n</li>\n<div class="comment-wrap dn">\n<li class="blog-comment dn">\n<h4>图片评论</h4>\n<span><i>0</i>条</span>\n</li>\n<!-- 三条评论 开始 -->\n<!-- 三条评论 结束 -->\n</div>\n</ul>\n</div>\n</div>\n</div>\n<div data-id="1145502945" class="woo">\n<div class="j">\n<div class="mbpho" style="height:313px;">\n<a target="_blank" class="a" href="/blog/?id=1145502945">\n<img data-rootid="1145502945" alt="IU\n图片出自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/201910/21/20191021144410_ybksj.thumb.400_0.jpg" height="313"/>\n<u style="margin-top:-313px;height:313px;"></u>\n</a>\n<div class="collbtn" data-favorite=\'{"id":1145502945,"owner":12785024,"type":"1"}\'>\n<a class="y" href="javascript:;">\n收集\n</a>\n<!-- <a class="m" target="_blank" href="/blog/?id=1145502945"></a> -->\n<a class="z" href="javascript:;">\n点赞\n</a>\n<a class="x" href="javascript:;">\n评论\n</a>\n</div>\n<i class="icon-like"></i>\n</div>\n<div class="wooscr">\n<div class="g" >IU\n图片出自weibo:@Pink_MyEun</div>\n<div class="d ">\n<div class="d2 "><i></i><span>5</span></div>\n<div class="d1 "><i></i><span>22</span></div>\n<!-- <span class="d3 dn">0</span> -->\n</div>\n<ul>\n<li class="f">\n<a target="_blank" href="/people/?user_id=12785024">\n<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />\n</a>\n<p>\n<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>\n<br/>\n<span>\n发布到 \n<a target="_blank" href="/album/?id=80638813"\n>IU</a>\n</span>\n</p>\n</li>\n<div class="comment-wrap dn">\n<li class="blog-comment dn">\n<h4>图片评论</h4>\n<span><i>0</i>条</span>\n</li>\n<!-- 三条评论 开始 -->\n<!-- 三条评论 结束 -->\n</div>\n</ul>\n</div>\n</div>\n</div>\n<div data-id="1238177760" class="woo">\n<div class="j">\n<div class="mbpho" style="height:235px;">\n<a target="_blank" class="a" href="/blog/?id=1238177760">\n<img data-rootid="1238177760" alt="IU\n图片摘自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/202005/06/20200506131836_sfous.thumb.400_0.jpg" height="235"/>\n<u style="margin-top:-235px;height:235px;"></u>\n</a>\n<div class="collbtn" data-favorite=\'{"id":1238177760,"owner":12785024,"type":"1"}\'>\n<a class="y" href="javascript:;">\n收集\n</a>\n<!-- <a class="m" target="_blank" href="/blog/?id=1238177760"></a> -->\n<a class="z" href="javascript:;">\n点赞\n</a>\n<a class="x" href="javascript:;">\n评论\n</a>\n</div>\n<i class="icon-like"></i>\n</div>\n<div class="wooscr">\n<div class="g" >IU\n图片摘自weibo:@Pink_MyEun</div>\n<div class="d ">\n<div class="d2 "><i></i><span>4</span></div>\n<div class="d1 "><i></i><span>19</span></div>\n<!-- <span class="d3 dn">0</span> -->\n</div>\n<ul>\n<li class="f">\n<a target="_blank" href="/people/?user_id=12785024">\n<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />\n</a>\n<p>\n<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>\n<br/>\n<span>\n发布到 \n<a target="_blank" href="/album/?id=80638813"\n>IU</a>\n</span>\n</p>\n</li>\n<div class="comment-wrap dn">\n<li class="blog-comment dn">\n<h4>图片评论</h4>\n<span><i>0</i>条</span>\n</li>\n<!-- 三条评论 开始 -->\n<!-- 三条评论 结束 -->\n</div>\n</ul>\n</div>\n</div>\n</div>\n<div data-id="1129708181" class="woo">\n<div class="j">\n<div class="mbpho" style="height:417px;">\n<a target="_blank" class="a" href="/blog/?id=1129708181">\n<img data-rootid="1129708181" alt="IU\n图片出自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/201909/11/20190911205425_rbumz.thumb.400_0.jpg" height="417"/>\n<u style="margin-top:-417px;height:417px;"></u>\n</a>\n<div class="collbtn" data-favorite=\'{"id":1129708181,"owner":12785024,"type":"1"}\'>\n<a class="y" href="javascript:;">\n收集\n</a>\n<!-- <a class="m" target="_blank" href="/blog/?id=1129708181"></a> -->\n<a class="z" href="javascript:;">\n点赞\n</a>\n<a class="x" href="javascript:;">\n评论\n</a>\n</div>\n<i class="icon-like"></i>\n</div>\n<div class="wooscr">\n<div class="g" >IU\n图片出自weibo:@Pink_MyEun</div>\n<div class="d ">\n<div class="d2 "><i></i><span>3</span></div>\n<div class="d1 "><i></i><span>19</span></div>\n<!-- <span class="d3 dn">0</span> -->\n</div>\n<ul>\n<li class="f">\n<a target="_blank" href="/people/?user_id=12785024">\n<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />\n</a>\n<p>\n<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>\n<br/>\n<span>\n发布到 \n<a target="_blank" href="/album/?id=80638813"\n>IU</a>\n</span>\n</p>\n</li>\n<div class="comment-wrap dn">\n<li class="blog-comment dn">\n<h4>图片评论</h4>\n<span><i>0</i>条</span>\n</li>\n<!-- 三条评论 开始 -->\n<!-- 三条评论 结束 -->\n</div>\n</ul>\n</div>\n</div>\n</div>\n<div data-id="1167193736" class="woo">\n<div class="j">\n<div class="mbpho" style="height:417px;">\n<a target="_blank" class="a" href="/blog/?id=1167193736">\n<img data-rootid="1167193736" alt="IU\n图片出自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/201912/24/20191224085739_hkgyw.thumb.400_0.jpg" height="417"/>\n<u style="margin-top:-417px;height:417px;"></u>\n</a>\n<div class="collbtn" data-favorite=\'{"id":1167193736,"owner":12785024,"type":"1"}\'>\n<a class="y" href="javascript:;">\n收集\n</a>\n<!-- <a class="m" target="_blank" href="/blog/?id=1167193736"></a> -->\n<a class="z" href="javascript:;">\n点赞\n</a>\n<a class="x" href="javascript:;">\n评论\n</a>\n</div>\n<i class="icon-like"></i>\n</div>\n<div class="wooscr">\n<div class="g" >IU\n图片出自weibo:@Pink_MyEun</div>\n<div class="d ">\n<div class="d2 "><i></i><span>3</span></div>\n<div class="d1 "><i></i><span>29</span></div>\n<!-- <span class="d3 dn">0</span> -->\n</div>\n<ul>\n<li class="f">\n<a target="_blank" href="/people/?user_id=12785024">\n<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />\n</a>\n<p>\n<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>\n<br/>\n<span>\n发布到 \n<a target="_blank" href="/album/?id=80638813"\n>IU</a>\n</span>\n</p>\n</li>\n<div class="comment-wrap dn">\n<li class="blog-comment dn">\n<h4>图片评论</h4>\n<span><i>0</i>条</span>\n</li>\n<!-- 三条评论 开始 -->\n<!-- 三条评论 结束 -->\n</div>\n</ul>\n</div>\n</div>\n</div>\n<div data-id="1083089904" class="woo">\n<div class="j">\n<div class="mbpho" style="height:235px;">\n<a target="_blank" class="a" href="/blog/?id=1083089904">\n<img data-rootid="1083089904" alt="IU\n图片出自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/201905/03/20190503153557_ndmsq.thumb.400_0.jpg" height="235"/>\n<u style="margin-top:-235px;height:235px;"></u>\n</a>\n<div class="collbtn" data-favorite=\'{"id":1083089904,"owner":12785024,"type":"1"}\'>\n<a class="y" href="javascript:;">\n收集\n</a>\n<!-- <a class="m" target="_blank" href="/blog/?id=1083089904"></a> -->\n<a class="z" href="javascript:;">\n点赞\n</a>\n<a class="x" href="javascript:;">\n评论\n</a>\n</div>\n<i class="icon-like"></i>\n</div>\n<div class="wooscr">\n<div class="g" >IU\n图片出自weibo:@Pink_MyEun</div>\n<div class="d ">\n<div class="d2 "><i></i><span>3</span></div>\n<div class="d1 "><i></i><span>6</span></div>\n<!-- <span class="d3 dn">0</span> -->\n</div>\n<ul>\n<li class="f">\n<a target="_blank" href="/people/?user_id=12785024">\n<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />\n</a>\n<p>\n<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>\n<br/>\n<span>\n发布到 \n<a target="_blank" href="/album/?id=80638813"\n>IU</a>\n</span>\n</p>\n</li>\n<div class="comment-wrap dn">\n<li class="blog-comment dn">\n<h4>图片评论</h4>\n<span><i>0</i>条</span>\n</li>\n<!-- 三条评论 开始 -->\n<!-- 三条评论 结束 -->\n</div>\n</ul>\n</div>\n</div>\n</div>\n<div data-id="1238176412" class="woo">\n<div class="j">\n<div class="mbpho" style="height:235px;">\n<a target="_blank" class="a" href="/blog/?id=1238176412">\n<img data-rootid="1238176412" alt="IU\n图片摘自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/202005/06/20200506131447_lnkmq.thumb.400_0.jpg" height="235"/>\n<u style="margin-top:-235px;height:235px;"></u>\n</a>\n<div class="collbtn" data-favorite=\'{"id":1238176412,"owner":12785024,"type":"1"}\'>\n<a class="y" href="javascript:;">\n收集\n</a>\n<!-- <a class="m" target="_blank" href="/blog/?id=1238176412"></a> -->\n<a class="z" href="javascript:;">\n点赞\n</a>\n<a class="x" href="javascript:;">\n评论\n</a>\n</div>\n<i class="icon-like"></i>\n</div>\n<div class="wooscr">\n<div class="g" >IU\n图片摘自weibo:@Pink_MyEun</div>\n<div class="d ">\n<div class="d2 "><i></i><span>4</span></div>\n<div class="d1 "><i></i><span>8</span></div>\n<!-- <span class="d3 dn">0</span> -->\n</div>\n<ul>\n<li class="f">\n<a target="_blank" href="/people/?user_id=12785024">\n<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />\n</a>\n<p>\n<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>\n<br/>\n<span>\n发布到 \n<a target="_blank" href="/album/?id=80638813"\n>IU</a>\n</span>\n</p>\n</li>\n<div class="comment-wrap dn">\n<li class="blog-comment dn">\n<h4>图片评论</h4>\n<span><i>0</i>条</span>\n</li>\n<!-- 三条评论 开始 -->\n<!-- 三条评论 结束 -->\n</div>\n</ul>\n</div>\n</div>\n</div>\n<div data-id="1238177753" class="woo">\n<div class="j">\n<div class="mbpho" style="height:305px;">\n<a target="_blank" class="a" href="/blog/?id=1238177753">\n<img data-rootid="1238177753" alt="IU\n图片摘自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/202005/06/20200506131841_ztmpp.thumb.400_0.jpg" height="305"/>\n<u style="margin-top:-305px;height:305px;"></u>\n</a>\n<div class="collbtn" data-favorite=\'{"id":1238177753,"owner":12785024,"type":"1"}\'>\n<a class="y" href="javascript:;">\n收集\n</a>\n<!-- <a class="m" target="_blank" href="/blog/?id=1238177753"></a> -->\n<a class="z" href="javascript:;">\n点赞\n</a>\n<a class="x" href="javascript:;">\n评论\n</a>\n</div>\n<i class="icon-like"></i>\n</div>\n<div class="wooscr">\n<div class="g" >IU\n图片摘自weibo:@Pink_MyEun</div>\n<div class="d ">\n<div class="d2 "><i></i><span>3</span></div>\n<div class="d1 "><i></i><span>10</span></div>\n<!-- <span class="d3 dn">0</span> -->\n</div>\n<ul>\n<li class="f">\n<a target="_blank" href="/people/?user_id=12785024">\n<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />\n</a>\n<p>\n<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>\n<br/>\n<span>\n发布到 \n<a target="_blank" href="/album/?id=80638813"\n>IU</a>\n</span>\n</p>\n</li>\n<div class="comment-wrap dn">\n<li class="blog-comment dn">\n<h4>图片评论</h4>\n<span><i>0</i>条</span>\n</li>\n<!-- 三条评论 开始 -->\n<!-- 三条评论 结束 -->\n</div>\n</ul>\n</div>\n</div>\n</div>\n<div data-id="1167194028" class="woo">\n<div class="j">\n<div class="mbpho" style="height:313px;">\n<a target="_blank" class="a" href="/blog/?id=1167194028">\n<img data-rootid="1167194028" alt="IU\n图片出自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/201912/24/20191224085934_egvnc.thumb.400_0.jpg" height="313"/>\n<u style="margin-top:-313px;height:313px;"></u>\n</a>\n<div class="collbtn" data-favorite=\'{"id":1167194028,"owner":12785024,"type":"1"}\'>\n<a class="y" href="javascript:;">\n收集\n</a>\n<!-- <a class="m" target="_blank" href="/blog/?id=1167194028"></a> -->\n<a class="z" href="javascript:;">\n点赞\n</a>\n<a class="x" href="javascript:;">\n评论\n</a>\n</div>\n<i class="icon-like"></i>\n</div>\n<div class="wooscr">\n<div class="g" >IU\n图片出自weibo:@Pink_MyEun</div>\n<div class="d ">\n<div class="d2 "><i></i><span>4</span></div>\n<div class="d1 "><i></i><span>18</span></div>\n<!-- <span class="d3 dn">0</span> -->\n</div>\n<ul>\n<li class="f">\n<a target="_blank" href="/people/?user_id=12785024">\n<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />\n</a>\n<p>\n<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>\n<br/>\n<span>\n发布到 \n<a target="_blank" href="/album/?id=80638813"\n>IU</a>\n</span>\n</p>\n</li>\n<div class="comment-wrap dn">\n<li class="blog-comment dn">\n<h4>图片评论</h4>\n<span><i>0</i>条</span>\n</li>\n<!-- 三条评论 开始 -->\n<!-- 三条评论 结束 -->\n</div>\n</ul>\n</div>\n</div>\n</div>\n</div>\n<div class="woo-pager">\n<div class="pbr woo-mpbr">\n<ul class="dib">\n<li class="cur">1</li>\n<li><a href="/blogs/tag/?name=。iu图片&start=24&limit=24">2</a></li>\n<li><a href="/blogs/tag/?name=。iu图片&start=48&limit=24">3</a></li>\n<li><a href="/blogs/tag/?name=。iu图片&start=72&limit=24">4</a></li>\n<li><a href="/blogs/tag/?name=。iu图片&start=96&limit=24">5</a></li>\n<li><a href="/blogs/tag/?name=。iu图片&start=120&limit=24">6</a></li>\n<li><a href="/blogs/tag/?name=。iu图片&start=144&limit=24">7</a></li>\n<li class="ell">...</li>\n<li><a href="/blogs/tag/?name=。iu图片&start=9984&limit=24">417</a></li>\n<li><a class="nxt nxtw" href="/blogs/tag/?name=。iu图片&start=24&limit=24"><i></i></a></li>\n</ul>\n</div>\n</div>\n<script>\n$(\'#fordymarea\').attr(\'id\',\'woo-holder\').find(\'div.woo-pcont\').addClass(\'woo-masned\').css("height",$(window).height())\n</script>\n</div>\n<div class="woo-swb" style="display:none">\n<div class="woo-pcont stpics clr woo-masned">\n</div>\n<div class="woo-pager"></div>\n</div>\n</div>\n</div>\n<div id="footer" class="footer">\n<div class="footcont special-footer">\n<div class="footwrap">\n<div class="dt-footer-frdlk">\n<a href="/about/collectit/" target="_blank">堆糖收集工具</a>\n<a href="/user/agreement/" target="_blank">注册协议</a>\n<a href="/privacy/protection/" target="_blank">隐私协议</a>\n<a href="/declare/#noduty" target="_blank">免责声明</a>\n<a href="/jobs/" target="_blank">加入我们</a>\n<a href="/about/" target="_blank">关于我们</a>\n<a id="sitehelp" href="/help/index/" target="_blank">帮助中心</a>\n<a href="/keywords/" target="_blank">标签集</a>\n</div>\n<div class="dt-footer-info">\n<a href="http://www.beian.gov.cn/portal/registerSystemInfo?recordcode=31010102002072" class="beian1" target="_blank"></a>\n<a href="https://beian.miit.gov.cn/" target="_blank">沪ICP备10038086号-3</a>\n<a class="zhengxin" target="_blank" href="http://www.zx110.org/"></a>\n<span class="dt-footer-icp"><a target="_blank" href="http://www.beian.gov.cn/portal/registerSystemInfo?recordcode=31010102002072">沪公网安备31010102002072号</a></span>\n<span class="dt-footer-icp report-phone">有害内容举报电话:021-63462282</span>\n<a class="report-center" href="http://www.shjbzx.cn" target="_blank">上海市互联网违法和不良信息举报中心</a>\n<a href="https://www.12377.cn/" target="_blank">网上有害信息举报专区</a>\n</div>\n<div class="dt-footer-info">\n<span class="dt-footer-icp entity-info"><a target="_blank" href="/business/entity/">自营经营者信息</a></span>\n<span class="dt-footer-icp entity-info" style="padding-right: 10px;border-right:1px solid #ccc;">增值电信业务经营许可证:沪B2-20180610</span>\n<span class="dt-footer-icp entity-info" style="border-right:1px solid #ccc;padding-right: 10px;">网络文化经营许可证 沪网文〔2020〕1392-114号</span>\n<span class="dt-footer-icp">\nCopyright ©2021 duitang.com 版权所有\n</span>\n</div>\n</div>\n</div></div>\n<div id="win-house" class="h0">\n</div>\n<div id="foot-forms" class="dn">\n<form id="woo-form-hot" action="/napi/blog/list/by_tag/?tag=。iu图片">\n<input type="hidden" value="top_comments,is_root,source_link,item,buyable,root_id,status,like_count,sender,album" name="include_fields">\n<input type="hidden" value="24" name="limit">\n<input class="dn" type="checkbox" name="buyable" value="1"/>\n</form>\n<form id="woo-form-new" action="/blogs/tags/new/?page=">\n<input type="hidden" name="tags" value="。iu图片"/>\n<input type="hidden" name="_type" value=""/>\n<input class="dn" type="checkbox" name="buyable" value="1"/>\n</form>\n</div>\n<script src="//a.dtstatic.com/static/vienna/js/page/direction/category.5129d238.js" ></script>\n</body>\n</html>'
url='https://www.duitang.com/napi/blog/list/by_tag/?tag=%E3%80%82iu%E5%9B%BE%E7%89%87&include_fields=top_comments%2Cis_root%2Csource_link%2Citem%2Cbuyable%2Croot_id%2Cstatus%2Clike_count%2Csender%2Calbum'
for i in range(1627270471135,1627270471137):
params={
'limit':'24',
'start':'120',
'_':str(i)
}
response=etree.HTML(requests.get(url=url,headers=headers,params=params).text)
print(requests.get(url=url,headers=headers,params=params).text)
div_list=response.xpath('//a[@class="a"]/img/@src')
for div in div_list:
time.sleep(5)
title='iu'+str(num)+'.jpg'
num+=1
response=requests.get(div,headers=headers)
content=response.content
with open('./iu图片/'+title,'wb') as fp:
fp.write(content)
print(title,div)
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import requests
from lxml import etree
import time
start_urls = ['https://www.duitang.com/blogs/tag/?name=%E3%80%82iu%E5%9B%BE%E7%89%87']+['https://www.duitang.com/blogs/tag/?name=%E3%80%82iu%E5%9B%BE%E7%89%87#!hot-p'+str(i) for i in range(2,3)]
num = 1
headers={'User-Agent':'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36'}
for url in start_urls:
response=etree.HTML(requests.get(url=url,headers=headers).text)
div_list=response.xpath('//a[@class="a"]/img/@src')
for div in div_list:
time.sleep(5)
title='iu'+str(num)+'.jpg'
num+=1
response=requests.get(div,headers=headers)
content=response.content
with open('./iu图片/'+title,'wb') as fp:
fp.write(content)
print(title,div)
iu1.jpg https://c-ssl.duitang.com/uploads/item/201508/28/20150828155936_3MQeB.thumb.400_0.jpeg
iu2.jpg https://c-ssl.duitang.com/uploads/item/201901/07/20190107185842_kkT3L.thumb.400_0.jpeg
iu3.jpg https://c-ssl.duitang.com/uploads/item/201901/07/20190107185845_yi2ZK.thumb.400_0.jpeg
iu4.jpg https://c-ssl.duitang.com/uploads/item/201911/27/20191127222035_nrtig.thumb.400_0.jpeg
iu5.jpg https://c-ssl.duitang.com/uploads/item/201909/01/20190901220827_wxxuq.thumb.400_0.jpg
iu6.jpg https://c-ssl.duitang.com/uploads/item/202005/06/20200506131448_yqnmd.thumb.400_0.jpg
iu7.jpg https://c-ssl.duitang.com/uploads/item/202004/09/20200409201842_ugwah.thumb.400_0.jpg
iu8.jpg https://c-ssl.duitang.com/uploads/item/201912/24/20191224090029_lmljw.thumb.400_0.jpg
iu9.jpg https://c-ssl.duitang.com/uploads/item/201912/24/20191224085711_pdtwd.thumb.400_0.jpg
iu10.jpg https://c-ssl.duitang.com/uploads/item/201912/24/20191224085931_savjv.thumb.400_0.jpg
iu11.jpg https://c-ssl.duitang.com/uploads/item/202004/21/20200421195113_ksdzi.thumb.400_0.jpg
iu12.jpg https://c-ssl.duitang.com/uploads/item/202005/06/20200506131835_mgscb.thumb.400_0.jpg
iu13.jpg https://c-ssl.duitang.com/uploads/item/201912/24/20191224090024_rhoda.thumb.400_0.jpg
iu14.jpg https://c-ssl.duitang.com/uploads/item/201912/24/20191224085743_gkaoj.thumb.400_0.jpg
iu15.jpg https://c-ssl.duitang.com/uploads/item/202004/21/20200421194950_msfhx.thumb.400_0.jpg
iu16.jpg https://c-ssl.duitang.com/uploads/item/202005/06/20200506131446_kesjf.thumb.400_0.jpg
iu17.jpg https://c-ssl.duitang.com/uploads/item/201910/21/20191021144410_ybksj.thumb.400_0.jpg
iu18.jpg https://c-ssl.duitang.com/uploads/item/202005/06/20200506131836_sfous.thumb.400_0.jpg
iu19.jpg https://c-ssl.duitang.com/uploads/item/201909/11/20190911205425_rbumz.thumb.400_0.jpg
iu20.jpg https://c-ssl.duitang.com/uploads/item/201912/24/20191224085739_hkgyw.thumb.400_0.jpg
iu21.jpg https://c-ssl.duitang.com/uploads/item/201905/03/20190503153557_ndmsq.thumb.400_0.jpg
iu22.jpg https://c-ssl.duitang.com/uploads/item/202005/06/20200506131447_lnkmq.thumb.400_0.jpg
iu23.jpg https://c-ssl.duitang.com/uploads/item/202005/06/20200506131841_ztmpp.thumb.400_0.jpg
iu24.jpg https://c-ssl.duitang.com/uploads/item/201912/24/20191224085934_egvnc.thumb.400_0.jpg
iu25.jpg https://c-ssl.duitang.com/uploads/item/201508/28/20150828155936_3MQeB.thumb.400_0.jpeg
iu26.jpg https://c-ssl.duitang.com/uploads/item/201901/07/20190107185842_kkT3L.thumb.400_0.jpeg
iu27.jpg https://c-ssl.duitang.com/uploads/item/201901/07/20190107185845_yi2ZK.thumb.400_0.jpeg
iu28.jpg https://c-ssl.duitang.com/uploads/item/201911/27/20191127222035_nrtig.thumb.400_0.jpeg
iu29.jpg https://c-ssl.duitang.com/uploads/item/201909/01/20190901220827_wxxuq.thumb.400_0.jpg
iu30.jpg https://c-ssl.duitang.com/uploads/item/202005/06/20200506131448_yqnmd.thumb.400_0.jpg
iu31.jpg https://c-ssl.duitang.com/uploads/item/202004/09/20200409201842_ugwah.thumb.400_0.jpg
iu32.jpg https://c-ssl.duitang.com/uploads/item/201912/24/20191224090029_lmljw.thumb.400_0.jpg
iu33.jpg https://c-ssl.duitang.com/uploads/item/201912/24/20191224085711_pdtwd.thumb.400_0.jpg
iu34.jpg https://c-ssl.duitang.com/uploads/item/201912/24/20191224085931_savjv.thumb.400_0.jpg
iu35.jpg https://c-ssl.duitang.com/uploads/item/202004/21/20200421195113_ksdzi.thumb.400_0.jpg
iu36.jpg https://c-ssl.duitang.com/uploads/item/202005/06/20200506131835_mgscb.thumb.400_0.jpg
iu37.jpg https://c-ssl.duitang.com/uploads/item/201912/24/20191224090024_rhoda.thumb.400_0.jpg
iu38.jpg https://c-ssl.duitang.com/uploads/item/201912/24/20191224085743_gkaoj.thumb.400_0.jpg
iu39.jpg https://c-ssl.duitang.com/uploads/item/202004/21/20200421194950_msfhx.thumb.400_0.jpg
iu40.jpg https://c-ssl.duitang.com/uploads/item/202005/06/20200506131446_kesjf.thumb.400_0.jpg
iu41.jpg https://c-ssl.duitang.com/uploads/item/201910/21/20191021144410_ybksj.thumb.400_0.jpg
iu42.jpg https://c-ssl.duitang.com/uploads/item/202005/06/20200506131836_sfous.thumb.400_0.jpg
iu43.jpg https://c-ssl.duitang.com/uploads/item/201909/11/20190911205425_rbumz.thumb.400_0.jpg
iu44.jpg https://c-ssl.duitang.com/uploads/item/201912/24/20191224085739_hkgyw.thumb.400_0.jpg
iu45.jpg https://c-ssl.duitang.com/uploads/item/201905/03/20190503153557_ndmsq.thumb.400_0.jpg
iu46.jpg https://c-ssl.duitang.com/uploads/item/202005/06/20200506131447_lnkmq.thumb.400_0.jpg
iu47.jpg https://c-ssl.duitang.com/uploads/item/202005/06/20200506131841_ztmpp.thumb.400_0.jpg
iu48.jpg https://c-ssl.duitang.com/uploads/item/201912/24/20191224085934_egvnc.thumb.400_0.jpg
bs4-BeautifulSoup
- bs4进行数据解析
- 数据解析的原理
- 标签定位
- 提取标签、标签属性中存储的数据值
- bs4数据解析的原理
- 实例化一个BeautifulSoup对象,并且将页面源码数据加载到该对象中
- 通过调用BeautifulSoup对象的属性和方法进行标签定位和数据提取
- 如何实例化BeautifulSoup对象
from bs4 import BeautifulSoup
- 对象的实例化
- 将本地的html文档中的数据加载到数据对象中 fp=open(’./test.html’,‘r’,encoding=‘utf-8’) soup=BeautifulSoup(fp,’lxml’)
- 将互联网上获取到的数据源码加载到数据对象中 page_text=response.text soup=Beautiful(page_text,’lxml’)
- 数据解析的原理
BeautifulSoup实例相关属性和方法
属性/方法 | 解释 | 示例 |
---|---|---|
标签 | ||
.’tagName' | ’tagName’代指标签名称,发现文档中第一次出现标签的内容 | soup.a,soup.div |
.find() | 若find(’tagName’),发现第一次出现标签的地方 若find(’tagname’,class_/id/attr=‘song’):注意class要加下划线,加上相应 |
soup.find('tagName') soup.find('tagName',class_='song') song是类名 |
.find_all() | 返回所有结果列表 soup.find_all(’tagName’) soup.find_all(’tagName’,class_=’’) |
soup.find_all(‘div,class_=‘song’) |
选择器 | ||
.select(‘某种选择器(id,class,标签、、、选择器)’) | 可以根据选择器选择返回列表, soup.select(选择器形式,如类选择器形式是 .类名 )层级选择,html是一个层状结构,我们可以层层筛选 soup.select(‘选择器1>选择器2>’)中间用>号,表示子类, 只能筛选下一个层级的相应选择器 用空格,表示后代,可以发现该层下的所有层的相应选择器 |
soup.select('.tang>ul>li>a') soup.select('.tang>ul a') |
获取标签之间的文本数据 | ||
soup.a.text/string/get_text | .text/get_text():可以获取一个标签中所有的文本内容,字符串形式 string:只可以获取该标签下面直系的文本内容 |
soup.find(‘div’).text |
获取标签的属性值 | ||
soup.a[‘属性’] | 获取相应属性值所对应内容 | soup.a[‘href’] |
from bs4 import BeautifulSoup
import requests
import time
##需求:爬取三国演义小说所有的章节标题和章节内容
if __name__ == "__main__":
url_mulu='https://www.shicimingju.com/book/sanguoyanyi.html'
headers={'User-Agent':'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36'}
response=requests.get(url=url_mulu,headers=headers)
response.encoding='UTF-8'
soup=BeautifulSoup(response.text,'lxml')
fp=open('./sanguo.txt','w',encoding='UTF-8')
for li in soup.select('.book-mulu>ul>li'):
time.sleep(5)
title=li.a.string
con_url=li.a['href']
url='https://www.shicimingju.com'+con_url
print(url)
response=requests.get(url=url,headers=headers)
response.encoding='UTF-8'
soup_chapter=BeautifulSoup(response.text,'lxml')
content=soup_chapter.find('div',class_='chapter_content').text
fp.write(title+':'+'\n'+content+'\n')
print(title,'爬取完毕')
fp.close()
https://www.shicimingju.com/book/sanguoyanyi/1.html
第一回·宴桃园豪杰三结义 斩黄巾英雄首立功 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/2.html
第二回·张翼德怒鞭督邮 何国舅谋诛宦竖 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/3.html
第三回·议温明董卓叱丁原 馈金珠李肃说吕布 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/4.html
第四回·废汉帝陈留践位 谋董贼孟德献刀 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/5.html
第五回·发矫诏诸镇应曹公 破关兵三英战吕布 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/6.html
第六回·焚金阙董卓行凶 匿玉玺孙坚背约 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/7.html
第七回·袁绍磐河战公孙 孙坚跨江击刘表 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/8.html
第八回·王司徒巧使连环计 董太师大闹凤仪亭 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/9.html
第九回·除暴凶吕布助司徒 犯长安李傕听贾诩 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/10.html
第一十回·勤王室马腾举义 报父仇曹操兴师 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/11.html
第十一回·刘皇叔北海救孔融 吕温侯濮阳破曹操 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/12.html
第十二回·陶恭祖三让徐州 曹孟德大战吕布 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/13.html
第十三回·李傕郭汜大交兵 杨奉董承双救驾 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/14.html
第十四回·曹孟德移驾幸许都 吕奉先乘夜袭徐郡 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/15.html
第十五回·太史慈酣斗小霸王 孙伯符大战严白虎 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/16.html
第十六回·吕奉先射戟辕门 曹孟德败师淯水 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/17.html
第十七回·袁公路大起七军 曹孟德会合三将 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/18.html
第十八回·贾文和料敌决胜 夏侯惇拔矢啖睛 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/19.html
第十九回·下邳城曹操鏖兵 白门楼吕布殒命 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/20.html
第二十回·曹阿瞒许田打围 董国舅内阁受诏 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/21.html
第二十一回·曹操煮酒论英雄 关公赚城斩车胄 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/22.html
第二十二回·袁曹各起马步三军 关张共擒王刘二将 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/23.html
第二十三回·祢正平裸衣骂贼 吉太医下毒遭刑 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/24.html
第二十四回·国贼行凶杀贵妃 皇叔败走投袁绍 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/25.html
第二十五回·屯土山关公约三事 救白马曹操解重围 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/26.html
第二十六回·袁本初败兵折将 关云长挂印封金 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/27.html
第二十七回·美髯公千里走单骑 汉寿侯五关斩六将 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/28.html
第二十八回·斩蔡阳兄弟释疑 会古城主臣聚义 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/29.html
第二十九回·小霸王怒斩于吉 碧眼儿坐领江东 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/30.html
第三十回·战官渡本初败绩 劫乌巢孟德烧粮 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/31.html
第三十一回·曹操仓亭破本初 玄德荆州依刘表 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/32.html
第三十二回·夺冀州袁尚争锋 决漳河许攸献计 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/33.html
第三十三回·曹丕乘乱纳甄氏 郭嘉遗计定辽东 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/34.html
第三十四回·蔡夫人隔屏听密语 刘皇叔跃马过檀溪 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/35.html
第三十五回·玄德南漳逢隐沧 单福新野遇英主 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/36.html
第三十六回·玄德用计袭樊城 元直走马荐诸葛 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/37.html
第三十七回·司马徽再荐名士 刘玄德三顾草庐 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/38.html
第三十八回·定三分隆中决策 战长江孙氏报仇 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/39.html
第三十九回·荆州城公子三求计 博望坡军师初用兵 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/40.html
第四十回·蔡夫人议献荆州 诸葛亮火烧新野 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/41.html
第四十一回·刘玄德携民渡江 赵子龙单骑救主 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/42.html
第四十二回·张翼德大闹长坂桥 刘豫州败走汉津口 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/43.html
第四十三回·诸葛亮舌战群儒 鲁子敬力排众议 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/44.html
第四十四回·孔明用智激周瑜 孙权决计破曹操 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/45.html
第四十五回·三江口曹操折兵 群英会蒋干中计 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/46.html
第四十六回·用奇谋孔明借箭 献密计黄盖受刑 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/47.html
第四十七回·阚泽密献诈降书 庞统巧授连环计 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/48.html
第四十八回·宴长江曹操赋诗 锁战船北军用武 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/49.html
第四十九回·七星坛诸葛祭风 三江口周瑜纵火 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/50.html
第五十回·诸葛亮智算华容 关云长义释曹操 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/51.html
第五十一回·曹仁大战东吴兵 孔明一气周公瑾 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/52.html
第五十二回·诸葛亮智辞鲁肃 赵子龙计取桂阳 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/53.html
第五十三回·关云长义释黄汉升 孙仲谋大战张文远 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/54.html
第五十四回·吴国太佛寺看新郎 刘皇叔洞房续佳偶 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/55.html
第五十五回·玄德智激孙夫人 孔明二气周公瑾 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/56.html
第五十六回·曹操大宴铜雀台 孔明三气周公瑾 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/57.html
第五十七回·柴桑口卧龙吊丧 耒阳县凤雏理事 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/58.html
第五十八回·马孟起兴兵雪恨 曹阿瞒割须弃袍 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/59.html
第五十九回·许诸裸衣斗马超 曹操抹书问韩遂 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/60.html
第六十回·张永年反难杨修 庞士元议取西蜀 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/61.html
第六十一回·赵云截江夺阿斗 孙权遗书退老瞒 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/62.html
第六十二回·取涪关杨高授首 攻雒城黄魏争功 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/63.html
第六十三回·诸葛亮痛哭庞统 张翼德义释严颜 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/64.html
第六十四回·孔明定计捉张任 杨阜借兵破马超 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/65.html
第六十五回·马超大战葭萌关 刘备自领益州牧 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/66.html
第六十六回·关云长单刀赴会 伏皇后为国捐生 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/67.html
第六十七回·曹操平定汉中地 张辽威震逍遥津 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/68.html
第六十八回·甘宁百骑劫魏营 左慈掷杯戏曹操 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/69.html
第六十九回·卜周易管辂知机 讨汉贼五臣死节 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/70.html
第七十回·猛张飞智取瓦口隘 老黄忠计夺天荡山 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/71.html
第七十一回·占对山黄忠逸待劳 据汉水赵云寡胜众 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/72.html
第七十二回·诸葛亮智取汉中 曹阿瞒兵退斜谷 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/73.html
第七十三回·玄德进位汉中王 云长攻拔襄阳郡 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/74.html
第七十四回·庞令明抬榇决死战 关云长放水淹七军 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/75.html
第七十五回·关云长刮骨疗毒 吕子明白衣渡江 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/76.html
第七十六回·徐公明大战沔水 关云长败走麦城 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/77.html
第七十七回·玉泉山关公显圣 洛阳城曹操感神 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/78.html
第七十八回·治风疾神医身死 传遗命奸雄数终 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/79.html
第七十九回·兄逼弟曹植赋诗 侄陷叔刘封伏法 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/80.html
第八十回·曹丕废帝篡炎刘 汉王正位续大统 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/81.html
第八十一回·急兄仇张飞遇害 雪弟恨先主兴兵 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/82.html
第八十二回·孙权降魏受九锡 先主征吴赏六军 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/83.html
第八十三回·战猇亭先主得仇人 守江口书生拜大将 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/84.html
第八十四回·陆逊营烧七百里 孔明巧布八阵图 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/85.html
第八十五回·刘先主遗诏托孤儿 诸葛亮安居平五路 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/86.html
第八十六回·难张温秦宓逞天辩 破曹丕徐盛用火攻 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/87.html
第八十七回·征南寇丞相大兴师 抗天兵蛮王初受执 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/88.html
第八十八回·渡泸水再缚番王 识诈降三擒孟获 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/89.html
第八十九回·武乡侯四番用计 南蛮王五次遭擒 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/90.html
第九十回·驱巨善六破蛮兵 烧藤甲七擒孟获 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/91.html
第九十一回·祭泸水汉相班师 伐中原武侯上表 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/92.html
第九十二回·赵子龙力斩五将 诸葛亮智取三城 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/93.html
第九十三回·姜伯约归降孔明 武乡侯骂死王朝 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/94.html
第九十四回·诸葛亮乘雪破羌兵 司马懿克日擒孟达 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/95.html
第九十五回·马谡拒谏失街亭 武侯弹琴退仲达 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/96.html
第九十六回·孔明挥泪斩马谡 周鲂断发赚曹休 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/97.html
第九十七回·讨魏国武侯再上表 破曹兵姜维诈献书 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/98.html
第九十八回·追汉军王双受诛 袭陈仓武侯取胜 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/99.html
第九十九回·诸葛亮大破魏兵 司马懿入寇西蜀 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/100.html
第一百回·汉兵劫寨破曹真 武侯斗阵辱仲达 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/101.html
第一百十一回·出陇上诸葛妆神 奔剑阁张郃中计 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/102.html
第一百十二回·司马懿占北原渭桥 诸葛亮造木牛流马 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/103.html
第一百十三回·上方谷司马受困 五丈原诸葛禳星 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/104.html
第一百十四回·陨大星汉丞相归天 见木像魏都督丧胆 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/105.html
第一百十五回·武侯预伏锦囊计 魏主拆取承露盘 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/106.html
第一百十六回·公孙渊兵败死襄平 司马懿诈病赚曹爽 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/107.html
第一百十七回·魏主政归司马氏 姜维兵败牛头山 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/108.html
第一百十八回·丁奉雪中奋短兵 孙峻席间施密计 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/109.html
第一百十九回·困司马汉将奇谋 废曹芳魏家果报 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/110.html
第一百一十回·文鸯单骑退雄兵 姜维背水破大敌 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/111.html
第一百一十一回·邓士载智败姜伯约 诸葛诞义讨司马昭 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/112.html
第一百一十二回·救寿春于诠死节 取长城伯约鏖兵 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/113.html
第一百一十三回·丁奉定计斩孙綝 姜维斗阵破邓艾 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/114.html
第一百一十四回·曹髦驱车死南阙 姜维弃粮胜魏兵 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/115.html
第一百一十五回·诏班师后主信谗 托屯田姜维避祸 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/116.html
第一百一十六回·钟会分兵汉中道 武侯显圣定军山 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/117.html
第一百一十七回·邓士载偷度阴平 诸葛瞻战死绵竹 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/118.html
第一百一十八回·哭祖庙一王死孝 入西川二士争功 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/119.html
第一百一十九回·假投降巧计成虚话 再受禅依样画葫芦 爬取完毕
https://www.shicimingju.com/book/sanguoyanyi/120.html
第一百二十回·荐杜预老将献新谋 降孙皓三分归一统 爬取完毕
xpath解析
- 最常用且最便捷高效的一种解析方式。通用性
- xpath解析原理
- 实例化一个etree的对象,且需要将被解析的的页面源码数据加载到该对象中
- 调用etree对象中的xpath方法结合着xpath表达式实现标签的定位和内容的捕获
- 环境的安装
- pip install lxml
- 如何实例化一个etree对象:from lxml import etree
- 将本地的html文档中的源码数据加载到etree对象中 etree.parse(filePath)
- 可以将从互联网上获取的源码数据加载到该对象中 etree.HTML(‘page_text’)
- xpath(‘xpath表达式’)
- 开始的/表示从根节点开始定位,之后的单个//代表单个层级
- //代表多个层级,可以表示从任意位置开始定位
- 局部解析:已经定位到某些内容,保存后再进行局部解析,需要前面加上*.*号,如
li=tree.xpath(//div),for i in li:li.xpath(./text())
- 属性定位:在标签后加中括号[],中括号中@class等,例如’//div[@class=‘song’]’ tag[@attrName=’’]
- 索引定位:在标签后加上中括号,中括号中输入数字,数字索引从1开始
- 取文本:/text():取得是直系的文本
//text():取到的是标签中非直系的文本内容 - 取属性:/@attrName 取该属性的值
- xpath解析原理
import lxml
from lxml import etree
if __name__ == '__main__':
#实例化好一个etree对象,
tree=etree.parse('D:/html/huizong/file_management.html')#本地html源码标签必须关闭,单标签后面必须加上反斜杠
#xpath表达式根据层级关系定位,也只能根据层级关系定位
#r=tree.xpath('/html/head/title')
#print(r)
r = tree.xpath('/html/body/div')
print(r)
r=tree.xpath('/html//li[3]')
print(r)
r=tree.xpath('//div//li[5]/a/text()')
print(r)
r=tree.xpath('//ul//text()')
print(r)
r=tree.xpath('//img/@src')
print(r)
[<Element div at 0x152a8207048>]
[<Element li at 0x152a8331308>]
[]
['\n ', '前端', '\n ', '编程', '\n ', '统计', '\n ', '数学', '\n ', '爬虫', '\n ', '算法', '\n ', '机器学习', '\n ', '计算机网络', '\n ', '操作系统', '\n ']
['./data/桌面.jpg']
爬取58同城所有房源的名称
##爬取58同城所有房源的名称
import requests
from lxml import etree
if __name__ == '__main__':
#爬取页面源码数据
headers={'User-Agent':'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36'}
url='https://bj.58.com/ershoufang/'
page_text=requests.get(url=url,headers=headers).text
#数据解析
tree=etree.HTML(page_text)
r=tree.xpath('//div[@class="property-content"]/div[@class="property-content-detail"]/div[@class="property-content-title"]/h3[@class="property-content-title-name"]/@title')
print(r)
['花园小区好房便宜出售,五年无税采光好,赶紧联系吧', '89平 满五 住房 精装修 402万 2室1厅 诚心出售', '冠雅苑小区,满五w一,南北通透', '(刘阳力荐),业主证实,满五年,纯南向,正规一居,诚心出售', '阿尔卡迪亚精装修现房,近高铁高速,配套全,全部都是南北通透的', '密云区(密云县) 2室1厅1卫 88.0平米', '花少的钱买 得的房, 阜成门外北街 56.3平715万', '后沙峪大户型 清岚西区大四居 挑高3米多 业主自住', '居间百一 过户支付 北街家园六区,东西通透三居室,', '(豪宅网新推 房源)小区花园500平 可拎包入住。', '员工内部房370万起 亦庄南 宋花园 单层130平 机场旁', '华润物业租售三居室高楼层随时看满2年955万可谈', '(一层下跃)前后园75平地下60平 可看房 价格能聊 中关村', '国贸商圈 精装一居 东西通透 随时看房 满五年 直观中国尊~', '麓秀佳园~南北通透~明厨明卫~看房方便~欢迎来电', '新华社公房双卫多阳台2002年社区好停车可看房业主自荐好房', '八仙别墅 独栋 南入户 南视野 有天有地 税少 换房急售!', '住总推荐!精装修 102平 满五 住房 房东急置换 诚意卖', '买房只收1.2建邦华庭东区 2室 96.70 精装', '房山城关 营房小区 2室 86.85 平米 南北通透配套齐全', '亦庄金茂府 新房叠别墅 使用400平 报价1580万 随时看', '四季香山(花园)电梯5居室!6米挑空,单层面积150平带车位', '板楼顶层复式,16以年头一次现身市场房子,南北通透客厅大挑空', '兴创捡漏大联排!老客户 清退!随时可看实房!捡漏 买到即时赚', '彩虹新城 2室1厅1卫 81.13平米 363.00万元', '兴盛街189号院 2室1厅 84.85平 338万元', '收费1.5 清河 宝盛北里 南北通透 业主靠谱出售 价格可议', '石园南区~116平高楼层~满五无个税~可组合贷~报价能大聊', '马南里小区 精装修南北通透两居室, 楼层采光好', '大兴庞各庄 保利开发自持物业 和悦春风,270转角落地窗', '丰台区燕西华府(别墅)6室3厅4卫1厨2阳台', '良乡北潞园北潞华3室2厅2卫 电梯 商品房.有钥匙.随时看', '精装修 满五 住房 朝南 2室1厅 电梯房 看房方便 有钥', '燕化星城健德一里东北向两居室', '长阳半岛(祥云街2号院)~2室1厅~87.65平米', '(必卖好房)(海航国兴城)首付90万,新小区,电梯房,一居室', '后沙峪镇 5室4厅5卫 520.0平米 3500.00万元', '01年~好楼层~客卧朝阳~湖南小区~外墙保温已做~配合看房~', '金地朗悦124平平双卫大三居 中间楼层 视野开阔', '三阳开泰,双卧朝南,客厅朝南,南北通透137平 户型', '精装修 天骄俊园(房山) 满五 住房 朝南 60平 2室1', '御汤山 J户型 朝南客厅挑空 边户 随时看', '顺义~双兴南区~电梯~出行方便~~看房随时', '富力丹麦小镇独栋别墅 精装修 南花园900平米 看房随时', '密云区(密云县) 2室1厅1卫 84.0平米', '历时五年打造 专为塔尖人群设计 满配独栋别墅 北京庄园', '(特价)东五环现房别墅 临地铁6站到国贸 所见即所得 随时看', '房山城关 祺兴缘 2室 83.14 普装', '万科幸福汇~独立客厅~品牌家居~电梯房~诚意出售~看房随时', '亦庄新城区现房下叠970万 可实体房小唐推荐', '阎村燕化星城健德二里2室 南北通透,集中供暖', '(纳帕经典户型,集中朝南!)北入户,客厅挑空, 位置安静', '水墨林溪精装三居,换房急售,看房有钥匙', '(瑞雪春堂) 业主诚心出售 大两居室 边户 三面采光 户型好', '首付90万低楼层南北三居双位~超市,医院, ,银行都有简装', '总价低房源~莲花苑~省去开进京证~舒适两居室~客卧朝阳~急售', '美凯龙4号线枣园地铁两居全南朝向采光好无遮挡诚心出售看房方便', '我上房源推荐八仙别墅 双拼 南入户 朝南卧室多 税少 急售', '红杉一品,户型,低总价,业主急售,南北四居室,看房方便', '彩俸北区 南北通透 正规2室 86.57平 248万 普装', '北京安固安现房特价5500带车位紧邻地铁上市集团外地可买可贷', '不看后悔系列 全南向 1梯两户大两居 景山远洋总价醉滴随时看', '阎村燕化星城健德一里两室一厅诚意出售', '望京东 三湘精装 挑高4.5米地铁500米 首付7万', '磨房北里双阳台南北通透满五年公房', '8533羊耳峪北里 2室 60.04平88万可谈房主诚心出售', '交通便利配套齐全 经典一居室满五年有 有钥匙看房随时', '昌平百善小汤山善缘家园低楼层南北通透全明户型大三居靠谱卖', '现房合院别墅 中式庭院 独门独院 私家电梯 全明格局 随时看', '精装三居洋房 配套齐全 交通便捷 看房方便 有车接 有公园', '婚房 固安县中心绿地特价房 1万1起 给车位. 配套齐全', '精装叠拼别墅 独门独院 私家电梯 依山傍水 全明格局 随时看', '望都家园一层两居室,十佳物业小区', '新上世纪城晨月园 正南向户型方正一居室 楼层高视野棒', '南六环,河畔景观,精装电梯洋房,南北通透两居室', '南平里婚房2室 采光充足南北中间楼层', '彼岸香醍, 199平米460万,毛坯房,随意装,随时可以看房', '海怡庄园 双阳卧室 精装 拎包入住 88.0平米', '上都小区,83.57平190万,满五 ,精装电梯房,可议价', '永清情侣夫妻创业 !甜蜜温馨的环境!临空经济区!科创新城!', '有钥匙852沿线粮食局3层大三居106平米225万可议厅带窗', '密云区(密云县) 2室1厅1卫 84.0平米', '25万 精装修 78平 电梯房 楼层好 视野无遮挡', '南北通透 60平 2室1厅 房东急置换 诚意买房', '腾飞园 精装修1室南全明户型 性价比高', '环球影城旁 新城乐居 精装两居 南北通透 户型方正', '店长力荐~首付50万~温馨二居室~好楼层~繁华地段', '新上房源 枣园小区两居室 南北通透 业主诚意出售', '格拉斯小镇 法式独栋 原始毛坯 全景落地窗 预留电梯井', '顺义尚领时代,地铁旁800米,外地可买,给精装修 给家具家电', '2室2厅 花园小区(密云) 南北通透 满五 住房 92平', '固安甜蜜温馨现房园林式建筑风格温泉养生入户紧邻教学!生活便利', '首城汇景湾8号院 精装修2室南北全明户型 性价比高', '新开盘折扣,截止6.30金茂国际南北精装两居,仅售205万!', '望京东 精装 挑高4.5米 近地铁800米外地可买', '满五 住房 精装修 檀城(北区) 2室1厅 85平 诚心出', ' 精装,单价不过万为孩子在京东安个家,一层费用双层使用', 'C21 业主靠谱 随时可签 莱圳家园北区 90平大两居', '捡漏特价房便宜29万)现房总价低, 万科品质', '入住东二环内 领行国际 有钥匙 西南3室 楼层好 视野无遮挡', '密云区(密云县) 2室2厅1卫 106.66平米', '旧宫新苑 南北两居室 电梯高层 满两年', '(开发商直售)新开二期折上折,均价仅三万,9A级精装交付', '房山良乡苏庄一里小区,两居满5年家庭就一套房子,看房方便', '(现房)临北京,带车位!鸿坤70年力作!3居外地可买!', '密云区(密云县) 3室1厅1卫 86.54平米', '延庆 康庄 家属楼 47.23平米 1居室 70万元', '庞各庄 4室2厅1卫 336.0平米 1200.00万元', '胜芳现房!养老休闲 !精装带30平菜园紧邻免费鱼塘 休闲室', '急售力推!现房首付两万直接网签 门口943公交 直达北京', '顺悦居~1室1厅~64.69平米 217万 首付50万', '密云区(密云县) 3室2厅2卫 96.94平米', 'SOHO~现代城商户 总价19万。仅 1天手慢无。适宜 资', '庄东里 2居室 南北通透 交通便利', '北京中式大合院 独 家特价 独门独院 有天有地', '金地仰山东区 3室 135.80 全装修', '林城万人温泉小镇联排别墅总价190万 超低价格 随时看房', '精装修 50万 住房 电梯房 82平 楼层好 视野无遮挡', '新上诚信房源 南北两居 满二年 看房方便 房价可谈', '京南大产3居特价销售。环境优美。配套齐全。宜养老自住....']
爬取4k游戏图片
import requests
from lxml import etree
import time
import os
url_root='https://pic.netbian.com'
if not os.path.exists('./4k游戏图片'):
os.mkdir('4k游戏图片')
for i in range(1,11):
time.sleep(1)
if i==1:
url_page =url_root+'/4kyouxi/index.html'
else:
url_page = url_root+'/4kyouxi/index_'+str(i)+'.html'
headers={'User-Agent':'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36'}
response=requests.get(url=url_page,headers=headers)
response.encoding='gbk'
tree=etree.HTML(response.text)
url_img=tree.xpath('//ul[@class="clearfix"]/li/a/img/@src')
img_title=tree.xpath('//ul[@class="clearfix"]/li/a/img/@alt')
for img,title in zip(url_img,img_title):
url_image=url_root+img
response=requests.get(url_image,headers=headers)
image=response.content
print(url_image)
print(title)
with open('./4k游戏图片/'+title+'.jpg','wb') as fp:
fp.write(image)
https://pic.netbian.com/uploads/allimg/210704/215614-162540697493c0.jpg
白鹤梁神女 大乔 王者荣耀4k壁纸3840x2160
https://pic.netbian.com/uploads/allimg/210712/234101-1626104461cffc.jpg
lol英雄联盟刀锋舞者 光明哨兵 舞剑仙 同人 艾瑞莉娅4k游戏壁纸
https://pic.netbian.com/uploads/allimg/210712/234029-1626104429ff80.jpg
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https://pic.netbian.com/uploads/allimg/210712/233951-1626104391e051.jpg
lol英雄联盟无双剑姬 玉剑传说 同人 菲奥娜4k壁纸
https://pic.netbian.com/uploads/allimg/210712/101701-1626056221a05a.jpg
lol英雄联盟暗黑元首 原画 同人 辛德拉4k壁纸
https://pic.netbian.com/uploads/allimg/210708/235646-1625759806e8fa.jpg
LOL英雄联盟影哨 原画 阿克尚4k壁纸
https://pic.netbian.com/uploads/allimg/210708/235548-16257597480ec5.jpg
英雄联盟lol影哨 赛博潮流 阿克尚4k游戏壁纸
https://pic.netbian.com/uploads/allimg/210706/003941-1625503181e6d6.jpg
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https://pic.netbian.com/uploads/allimg/210704/215723-1625407043f2e6.jpg
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https://pic.netbian.com/uploads/allimg/210628/001342-1624810422e33a.jpg
王者荣耀妲己女仆咖啡带鱼屏壁纸3440x1440
https://pic.netbian.com/uploads/allimg/210628/000518-1624809918c113.jpg
王者荣耀妲己女仆咖啡4k壁纸
https://pic.netbian.com/uploads/allimg/210621/204405-1624279445aaca.jpg
天狼溯光者 伽罗 王者荣耀4k游戏壁纸
https://pic.netbian.com/uploads/allimg/210624/082905-16244945454b12.jpg
lol英雄联盟皎月女神 光明 黛安娜4k壁纸3840x2160
https://pic.netbian.com/uploads/allimg/210621/224626-1624286786e75b.jpg
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https://pic.netbian.com/uploads/allimg/210625/230404-16246334448a36.jpg
lol英雄联盟腕豪 原画 同人 瑟提4k游戏壁纸
https://pic.netbian.com/uploads/allimg/210625/230048-16246332481b13.jpg
lol英雄联盟灵罗娃娃 原画 同人 格温4k桌面壁纸
https://pic.netbian.com/uploads/allimg/210625/225939-16246331792651.jpg
lol英雄联盟狂战士 光明 奥拉夫4k游戏壁纸
https://pic.netbian.com/uploads/allimg/210625/225831-162463311168df.jpg
lol暗夜猎手 光明 薇恩4k壁纸
https://pic.netbian.com/uploads/allimg/210625/225658-1624633018e866.jpg
lol英雄联盟荆棘之兴 魔女 同人 婕拉4k壁纸
https://pic.netbian.com/uploads/allimg/210625/225549-16246329493eed.jpg
lol英雄联盟不屈之枪 破败军团 潘森4k游戏壁纸
https://pic.netbian.com/uploads/allimg/210625/225432-16246328726395.jpg
lol英雄联盟宣传图 佛耶戈 赛娜 格温 卢锡安 格雷福斯4k壁纸
https://pic.netbian.com/uploads/allimg/210625/225339-1624632819261b.jpg
lol英雄联盟放逐之刃 光明 锐雯8k游戏壁纸7680x4320
https://pic.netbian.com/uploads/allimg/210625/224746-16246324664fcc.jpg
lol英雄联盟九尾妖狐 原画 同人 阿狸3440x1440带鱼屏壁纸
https://pic.netbian.com/uploads/allimg/210625/224631-1624632391a885.jpg
lol英雄联盟皎月女神 光明 黛安娜3440x1440带鱼屏壁纸
https://pic.netbian.com/uploads/allimg/210625/224510-16246323107289.jpg
lol英雄联盟刀锋舞者 光明 艾瑞莉娅8k壁纸7680x4320
https://pic.netbian.com/uploads/allimg/210624/082813-1624494493a598.jpg
lol英雄联盟皎月女神 光明 黛安娜8k壁纸7680x4320
https://pic.netbian.com/uploads/allimg/210624/082402-1624494242591e.jpg
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祖安狂人 冰封王子 蒙多 lol英雄联盟4k壁纸
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lol英雄联盟祖安狂人 原画 蒙多4k游戏壁纸
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LOL英雄联盟祖安狂人 战争血统 蒙多4k高清壁纸
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lol英雄联盟祖安狂人律政大亨 蒙多4k壁纸
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lol英雄联盟祖安狂人 战栗之毒 蒙多4k游戏壁纸
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祖安狂人 蒙多蒙多 蒙多LOL英雄联盟8k壁纸7680x4320
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lol英雄联盟魂锁典狱长 原画 同人 锤石4k壁纸
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lol英雄联盟虚空之女 卡莎8k游戏壁纸
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lol英雄联盟虚空之女 卡莎 插画4k游戏壁纸
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lol英雄联盟美女插画虚空之女卡莎4k壁纸
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lol英雄联盟虚空之女 卡莎4k桌面壁纸
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lol英雄联盟虚空之女 卡莎4k电脑壁纸3840x2160
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王者荣耀驱傩正仪-钟馗4k壁纸
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蒙犽-龙鼓争鸣 王者荣耀4k壁纸
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逐浪之夏 李元芳 王者荣耀4k游戏壁纸
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逐浪之夏-李元芳 王者荣耀3440x1440带鱼屏壁纸
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---------------------------------------------------------------------------
KeyboardInterrupt Traceback (most recent call last)
<ipython-input-36-5ef4bf3d9b9a> in <module>
20 for img,title in zip(url_img,img_title):
21 url_image=url_root+img
---> 22 response=requests.get(url_image,headers=headers)
23 image=response.content
24 print(url_image)
D:\Anaconda\lib\site-packages\requests\api.py in get(url, params, **kwargs)
70
71 kwargs.setdefault('allow_redirects', True)
---> 72 return request('get', url, params=params, **kwargs)
73
74
D:\Anaconda\lib\site-packages\requests\api.py in request(method, url, **kwargs)
56 # cases, and look like a memory leak in others.
57 with sessions.Session() as session:
---> 58 return session.request(method=method, url=url, **kwargs)
59
60
D:\Anaconda\lib\site-packages\requests\sessions.py in request(self, method, url, params, data, headers, cookies, files, auth, timeout, allow_redirects, proxies, hooks, stream, verify, cert, json)
506 }
507 send_kwargs.update(settings)
--> 508 resp = self.send(prep, **send_kwargs)
509
510 return resp
D:\Anaconda\lib\site-packages\requests\sessions.py in send(self, request, **kwargs)
656
657 if not stream:
--> 658 r.content
659
660 return r
D:\Anaconda\lib\site-packages\requests\models.py in content(self)
821 self._content = None
822 else:
--> 823 self._content = bytes().join(self.iter_content(CONTENT_CHUNK_SIZE)) or bytes()
824
825 self._content_consumed = True
D:\Anaconda\lib\site-packages\requests\models.py in generate()
743 if hasattr(self.raw, 'stream'):
744 try:
--> 745 for chunk in self.raw.stream(chunk_size, decode_content=True):
746 yield chunk
747 except ProtocolError as e:
D:\Anaconda\lib\site-packages\urllib3\response.py in stream(self, amt, decode_content)
574 else:
575 while not is_fp_closed(self._fp):
--> 576 data = self.read(amt=amt, decode_content=decode_content)
577
578 if data:
D:\Anaconda\lib\site-packages\urllib3\response.py in read(self, amt, decode_content, cache_content)
517 else:
518 cache_content = False
--> 519 data = self._fp.read(amt) if not fp_closed else b""
520 if (
521 amt != 0 and not data
D:\Anaconda\lib\http\client.py in read(self, amt)
455 # Amount is given, implement using readinto
456 b = bytearray(amt)
--> 457 n = self.readinto(b)
458 return memoryview(b)[:n].tobytes()
459 else:
D:\Anaconda\lib\http\client.py in readinto(self, b)
499 # connection, and the user is reading more bytes than will be provided
500 # (for example, reading in 1k chunks)
--> 501 n = self.fp.readinto(b)
502 if not n and b:
503 # Ideally, we would raise IncompleteRead if the content-length
D:\Anaconda\lib\socket.py in readinto(self, b)
587 while True:
588 try:
--> 589 return self._sock.recv_into(b)
590 except timeout:
591 self._timeout_occurred = True
D:\Anaconda\lib\site-packages\urllib3\contrib\pyopenssl.py in recv_into(self, *args, **kwargs)
317 def recv_into(self, *args, **kwargs):
318 try:
--> 319 return self.connection.recv_into(*args, **kwargs)
320 except OpenSSL.SSL.SysCallError as e:
321 if self.suppress_ragged_eofs and e.args == (-1, "Unexpected EOF"):
D:\Anaconda\lib\site-packages\OpenSSL\SSL.py in recv_into(self, buffer, nbytes, flags)
1819 result = _lib.SSL_peek(self._ssl, buf, nbytes)
1820 else:
-> 1821 result = _lib.SSL_read(self._ssl, buf, nbytes)
1822 self._raise_ssl_error(self._ssl, result)
1823
KeyboardInterrupt:
爬取城市名称
##ctrl+/一键注释
import requests
from lxml import etree
##爬取所有的城市信息
url='https://www.aqistudy.cn/historydata/'
headers={'User-Agent':'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36'}
response=requests.get(url=url,headers=headers)
response.encoding='UTF-8'
tree=etree.HTML(response.text)
li_list_hot=tree.xpath('//div[@class="hot"]//li')
city_hot=[li.xpath('./a/text()')[0] for li in li_list_hot]
li_list_all=tree.xpath('//div[@class="all"]//li')
city_all=[li.xpath('./a/text()')[0] for li in li_list_all]
print(city_hot[:1])
print(city_all[:10])
['北京']
['阿坝州', '安康', '阿克苏地区', '阿里地区', '阿拉善盟', '阿勒泰地区', '安庆', '安顺', '鞍山', '克孜勒苏州']
import requests
from lxml import etree
##爬取所有的城市信息
url='https://www.aqistudy.cn/historydata/'
headers={'User-Agent':'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36'}
response=requests.get(url=url,headers=headers)
response.encoding='UTF-8'
tree=etree.HTML(response.text)
li_list_all=tree.xpath('//ul[@class="unstyled"]//li')
city_all=[li.xpath('./a/text()')[0] for li in li_list_all]
print(city_all[:20])
['北京', '上海', '广州', '深圳', '杭州', '天津', '成都', '南京', '西安', '武汉', '阿坝州', '安康', '阿克苏地区', '阿里地区', '阿拉善盟', '阿勒泰地区', '安庆', '安顺', '鞍山', '克孜勒苏州']
爬取简历模版
import requests
from lxml import etree
import time
url="https://sc.chinaz.com/jianli/free.html"
headers={'User-Agent':'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36'}
response=requests.get(url=url,headers=headers)
tree=etree.HTML(response.text)
tree.xpath()
<Element html at 0x152a8d857c8>
import requests
from lxml import etree
import time
import os
url="https://sc.chinaz.com/jianli"
headers={'User-Agent':'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36'}
if not os.path.exists('简历模版'):
os.mkdir('简历模版')
for i in list(range(3,101))+list(range(700,750)):
if i==1:
url_free=url+'/free.html'
else:
url_free=url+'/free_'+str(i)+'.html'
response=requests.get(url=url_free,headers=headers)
response.encoding='utf-8'
tree=etree.HTML(response.text)
#print(response.text)
url_jianli=tree.xpath('//div[@class="box col3 ws_block"]/a/@href')
title=tree.xpath('//div[@class="box col3 ws_block"]/a/img/@alt')
print(url_jianli)
print(title)
for jianli,ti in zip(url_jianli,title):
url_jl='https:'+jianli
response=requests.get(url=url_jl,headers=headers)
response.encoding='utf-8'
tree=etree.HTML(response.text)
url_jlrar=tree.xpath('//div[@class="down_wrap"]//li[5]/a/@href')[0]
response=requests.get(url=url_jlrar,headers=headers)
with open('简历模版/'+ti+'.rar','wb') as fp:
fp.write(response.content)
['//sc.chinaz.com/jianli/210710364310.htm', '//sc.chinaz.com/jianli/210710399361.htm', '//sc.chinaz.com/jianli/210709294860.htm', '//sc.chinaz.com/jianli/210709322711.htm', '//sc.chinaz.com/jianli/210709147080.htm', '//sc.chinaz.com/jianli/210709168151.htm', '//sc.chinaz.com/jianli/210709519720.htm', '//sc.chinaz.com/jianli/210709548041.htm', '//sc.chinaz.com/jianli/210709357700.htm', '//sc.chinaz.com/jianli/210709389231.htm', '//sc.chinaz.com/jianli/210708407990.htm', '//sc.chinaz.com/jianli/210708413531.htm', '//sc.chinaz.com/jianli/210708226120.htm', '//sc.chinaz.com/jianli/210708241481.htm', '//sc.chinaz.com/jianli/210707531430.htm', '//sc.chinaz.com/jianli/210707557251.htm', '//sc.chinaz.com/jianli/210707142340.htm', '//sc.chinaz.com/jianli/210707163871.htm', '//sc.chinaz.com/jianli/210707422480.htm', '//sc.chinaz.com/jianli/210707444261.htm']
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['//sc.chinaz.com/jianli/210706303990.htm', '//sc.chinaz.com/jianli/210706326781.htm', '//sc.chinaz.com/jianli/210706299600.htm', '//sc.chinaz.com/jianli/210706305931.htm', '//sc.chinaz.com/jianli/210706396480.htm', '//sc.chinaz.com/jianli/210706419581.htm', '//sc.chinaz.com/jianli/210706054930.htm', '//sc.chinaz.com/jianli/210706071761.htm', '//sc.chinaz.com/jianli/210705168900.htm', '//sc.chinaz.com/jianli/210705188811.htm', '//sc.chinaz.com/jianli/210705143400.htm', '//sc.chinaz.com/jianli/210705164401.htm', '//sc.chinaz.com/jianli/210705203380.htm', '//sc.chinaz.com/jianli/210705231371.htm', '//sc.chinaz.com/jianli/210705177180.htm', '//sc.chinaz.com/jianli/210705197241.htm', '//sc.chinaz.com/jianli/210704498910.htm', '//sc.chinaz.com/jianli/210704518001.htm', '//sc.chinaz.com/jianli/210703171440.htm', '//sc.chinaz.com/jianli/210703181311.htm']
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['//sc.chinaz.com/jianli/201017031780.htm', '//sc.chinaz.com/jianli/201017597371.htm', '//sc.chinaz.com/jianli/201017447280.htm', '//sc.chinaz.com/jianli/201017047951.htm', '//sc.chinaz.com/jianli/201016516460.htm', '//sc.chinaz.com/jianli/201016009581.htm', '//sc.chinaz.com/jianli/201016123680.htm', '//sc.chinaz.com/jianli/201016282891.htm', '//sc.chinaz.com/jianli/201016236310.htm', '//sc.chinaz.com/jianli/201016262551.htm', '//sc.chinaz.com/jianli/201016344710.htm', '//sc.chinaz.com/jianli/201016529501.htm', '//sc.chinaz.com/jianli/201015591550.htm', '//sc.chinaz.com/jianli/201015186791.htm', '//sc.chinaz.com/jianli/201015115840.htm', '//sc.chinaz.com/jianli/201015261241.htm', '//sc.chinaz.com/jianli/201015268940.htm', '//sc.chinaz.com/jianli/201015235361.htm', '//sc.chinaz.com/jianli/201015343080.htm', '//sc.chinaz.com/jianli/201015469021.htm']
['蛋糕师傅求职简历模板', '工程测量应聘简历模板', '大学生助理简历模板', '房产销售个人简历表格', '口腔医学应届生简历模板', '市场部个人简历模板', '软件工程应届生简历模板范文', '应届生求职简历模板电子版', '播音主持简历模板下载', '餐厅服务员简历模板封面', '土木工程学生个人简历模板', '专科应届生简历模板', '应届生自我评价简历模板', '幼儿园教师面试简历表格', '餐饮应聘个人简历表格模板', '乘务员面试简历模板', '烘焙师个人求职简历封面', '软件工程简历模板范文', '酒店客房应聘简历模板', ' 幼儿园教师个人简历封面']
['//sc.chinaz.com/jianli/201014432960.htm', '//sc.chinaz.com/jianli/201014458031.htm', '//sc.chinaz.com/jianli/201014211870.htm', '//sc.chinaz.com/jianli/201014355811.htm', '//sc.chinaz.com/jianli/201014204780.htm', '//sc.chinaz.com/jianli/201014405981.htm', '//sc.chinaz.com/jianli/201013224260.htm', '//sc.chinaz.com/jianli/201013317701.htm', '//sc.chinaz.com/jianli/201013109600.htm', '//sc.chinaz.com/jianli/201013154131.htm', '//sc.chinaz.com/jianli/201013227260.htm', '//sc.chinaz.com/jianli/201013367321.htm', '//sc.chinaz.com/jianli/201013249200.htm', '//sc.chinaz.com/jianli/201013368221.htm', '//sc.chinaz.com/jianli/201012362310.htm', '//sc.chinaz.com/jianli/201012517321.htm', '//sc.chinaz.com/jianli/201012106950.htm', '//sc.chinaz.com/jianli/201012303451.htm', '//sc.chinaz.com/jianli/201012373250.htm', '//sc.chinaz.com/jianli/201012512501.htm']
['体育教师求职简历模板免费下载', '铁路个人简历表格模板', '公司应聘简历表格下载', '护士工作简历模板电子版', '应届医学生求职简历表格', '游戏策划简历模板word', '急诊科护士简历自我评价', ' 金融专业应聘简历模板', '计算机系求职封面模板下载', '幼儿园个人简历模板范文', '辅导员助理个人简历模板', '高铁个人简历封面图片', '大专电子商务毕业生简历范文', ' 建筑简历表格模板', '声乐教师简历模板', '中专学生个人简历模板范文', '大专个人简历电子模板', '护士求职个人简历表格模板', '绘测实习生简历模板', ' 新能源电子版简历表格下载']
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---------------------------------------------------------------------------
IndexError Traceback (most recent call last)
<ipython-input-55-a97400d05f90> in <module>
25 response.encoding='utf-8'
26 tree=etree.HTML(response.text)
---> 27 url_jlrar=tree.xpath('//div[@class="down_wrap"]//li[5]/a/@href')[0]
28 response=requests.get(url=url_jlrar,headers=headers)
29 with open('简历模版/'+ti+'.rar','wb') as fp:
IndexError: list index out of range
验证码识别
- 验证码和爬虫之间的爱恨情仇? 反爬机制:验证码。识别验证码图片中的数据,用于模拟登陆操作
- 识别验证码的操作:
- 人工肉眼识别
- 第三方自动识别
- 云打码实验平台
- 云打码的使用流程
- 注册:普通和开发者用户
- 登陆:
- 普通用户的登陆:查询用户是否还有剩余的部分
- 开发者用户的登陆
- 创建一个软件:我的软件-添加新软件-录入软件名称-提交软件id和密钥
- 下载代码示例:开发文档-点此下载:云打码接口DLL-pythonHTTP示例下载
- 使用打码平台识别验证码的编码流程
- 将验证码图片进行本地下载
- 调用平台提供的实例代码进行图片数据识别
import requests
from lxml import etree
from hashlib import md5
##实现验证码登陆
url='https://www.gswen.cn/mbuser/index.php'
headers={'User-Agent':'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36'}
page_text=requests.get(url=url,headers=headers).text
##解析验证码图片,
tree=etree.HTML(page_text)
code_img_src='https://www.gswen.cn'+tree.xpath('//*[@id="vdimgck"]/@src')[0][2:]
image_data=requests.get(url=code_img_src,headers=headers).content
##将验证码图片保存到本地
with open('./data/古诗文验证码.jpg','wb') as fp:
fp.write(image_data)
class Chaojiying_Client(object):
def __init__(self, username, password, soft_id):
self.username = username
password = password.encode('utf8')
self.password = md5(password).hexdigest()
self.soft_id = soft_id
self.base_params = {
'user': self.username,
'pass2': self.password,
'softid': self.soft_id,
}
self.headers = {
'Connection': 'Keep-Alive',
'User-Agent': 'Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0)',
}
def PostPic(self, im, codetype):
"""
im: 图片字节
codetype: 题目类型 参考 http://www.chaojiying.com/price.html
"""
params = {
'codetype': codetype,
}
params.update(self.base_params)
files = {'userfile': ('ccc.jpg', im)}
r = requests.post('http://upload.chaojiying.net/Upload/Processing.php', data=params, files=files, headers=self.headers)
return r.json()
def ReportError(self, im_id):
"""
im_id:报错题目的图片ID
"""
params = {
'id': im_id,
}
params.update(self.base_params)
r = requests.post('http://upload.chaojiying.net/Upload/ReportError.php', data=params, headers=self.headers)
return r.json()
if __name__ == '__main__':
chaojiying = Chaojiying_Client('****', '****', '919750') #用户中心>>软件ID 生成一个替换 96001
im = open('./data/古诗文验证码.jpg', 'rb').read() #本地图片文件路径 来替换 a.jpg 有时WIN系统须要//
print(chaojiying.PostPic(im, input('验证码类型'))) #1902 验证码类型 官方网站>>价格体系 3.4+版 print 后要加()
验证码类型6001
{'err_no': 0, 'err_str': 'OK', 'pic_id': '9147408146694200001', 'pic_str': '9', 'md5': 'f4b73e210127dfbe5e6dbdafce55b106'}
import matplotlib.pyplot as plt
from imageio import imread
plt.imshow(imread('data/古诗文验证码.jpg'))
<matplotlib.image.AxesImage at 0x2004d054c88>
-
爬取基于某些用户的信息
-
需求:对人人网进行模拟登陆
- 点击登陆按钮之后会发起一个post请求
- post请求中会携带登录之前之前录入的相关的登录信息(用户名,密码,验证码)
- 验证码:每次请求都会变化
模拟登录
import requests
from lxml import etree
from hashlib import md5
##实现验证码登陆
url='https://www.gswen.cn/mbuser/index.php'
headers={'User-Agent':'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36'}
page_text=requests.get(url=url,headers=headers).text
##解析验证码图片,
tree=etree.HTML(page_text)
code_img_src='https://www.gswen.cn'+tree.xpath('//*[@id="vdimgck"]/@src')[0][2:]
image_data=requests.get(url=code_img_src,headers=headers).content
##将验证码图片保存到本地
with open('./data/古诗文验证码.jpg','wb') as fp:
fp.write(image_data)
class Chaojiying_Client(object):
def __init__(self, username, password, soft_id):
self.username = username
password = password.encode('utf8')
self.password = md5(password).hexdigest()
self.soft_id = soft_id
self.base_params = {
'user': self.username,
'pass2': self.password,
'softid': self.soft_id,
}
self.headers = {
'Connection': 'Keep-Alive',
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36',
}
def PostPic(self, im, codetype):
"""
im: 图片字节
codetype: 题目类型 参考 http://www.chaojiying.com/price.html
"""
params = {
'codetype': codetype,
}
params.update(self.base_params)
files = {'userfile': ('ccc.jpg', im)}
r = requests.post('http://upload.chaojiying.net/Upload/Processing.php', data=params, files=files, headers=self.headers)
return r.json()
def ReportError(self, im_id):
"""
im_id:报错题目的图片ID
"""
params = {
'id': im_id,
}
params.update(self.base_params)
r = requests.post('http://upload.chaojiying.net/Upload/ReportError.php', data=params, headers=self.headers)
return r.json()
##对验证码图片进行解析
chaojiying = Chaojiying_Client('****', '****', '919750')
im = open('./data/古诗文验证码.jpg', 'rb').read()
code=chaojiying.PostPic(im, input('验证码类型'))['pic_str']
url='https://www.gswen.cn/mbuser/index_do.php'
data={
'fmdo': 'login',
'dopost': 'login',
'gourl':'',
'userid': 'wcl',
'pwd': '****',
'vdcode':code,
'keeptime': '604800'
}
response=requests.post(url=url,data=data,headers=headers)
print(response.status_code)
print(response.text)
验证码类型6001
200
<html>
<head>
<title>温馨提示</title>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<base target='_self'/>
<style>div{line-height:160%;}</style></head>
<body leftmargin='0' topmargin='0' bgcolor='#FFFFFF'>
<center>
<script>
var pgo=0;
function JumpUrl(){
if(pgo==0){ location='index.php'; pgo=1; }
}
document.write("<br /><div style='width:450px;padding:0px;border:1px solid #DADADA;'><div style='padding:6px;font-size:12px;border-bottom:1px solid #DADADA;background:#DBEEBD url(/plusaaa/img/wbg.gif)';'><b>温馨提示</b></div>");
document.write("<div style='height:130px;font-size:10pt;background:#ffffff'><br />");
document.write("验证码错误!");
document.write("<br /><a href='index.php'>如果你的浏览器没反应,请点击这里...</a><br/></div>");
setTimeout('JumpUrl()',1000);</script>
</center>
</body>
</html>
cookie协议
- http/https协议特性:无状态
- 没有请求到对应页面数据的原因:
- 发起的第二次基于个人主页页面请求的时候,服务器端并不知该此请求是基于登录状态下的请求
- cookie:用来让服务器端记录客户端的相关状态。
- 手动处理:通过抓包工具获取cookie值,将该值封装到headers中
- 自动处理:
- cookie值的来源是哪里?
- 模拟登录post请求后,有服务器端创建
- session会话对象
- 作用:
- 可以进行请求的发送
- 如果在请求过程中产生了cookie,则该cookie会被自动存储、携带在该session对象中
- 作用:
- 创建一个session对象:
- session=requests.Session()
- 使用session对象进行模拟登录post请求的发送(cookie就会被存储在session中)
- session对象对个人主页对应的get请求进行发送(携带了cookie)
- cookie值的来源是哪里?
##必须把全部requests改成session
import requests
from lxml import etree
from hashlib import md5
session=requests.Session()
##实现验证码登陆
url='https://www.gswen.cn/mbuser/index.php'
headers={'User-Agent':'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36'}
page_text=session.get(url=url,headers=headers).text
##解析验证码图片,
tree=etree.HTML(page_text)
code_img_src='https://www.gswen.cn'+tree.xpath('//*[@id="vdimgck"]/@src')[0][2:]
image_data=session.get(url=code_img_src,headers=headers).content
##将验证码图片保存到本地
with open('./data/古诗文验证码.jpg','wb') as fp:
fp.write(image_data)
class Chaojiying_Client(object):
def __init__(self, username, password, soft_id):
self.username = username
password = password.encode('utf8')
self.password = md5(password).hexdigest()
self.soft_id = soft_id
self.base_params = {
'user': self.username,
'pass2': self.password,
'softid': self.soft_id,
}
self.headers = {
'Connection': 'Keep-Alive',
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36',
}
def PostPic(self, im, codetype):
"""
im: 图片字节
codetype: 题目类型 参考 http://www.chaojiying.com/price.html
"""
params = {
'codetype': codetype,
}
params.update(self.base_params)
files = {'userfile': ('ccc.jpg', im)}
r = requests.post('http://upload.chaojiying.net/Upload/Processing.php', data=params, files=files, headers=self.headers)
return r.json()
def ReportError(self, im_id):
"""
im_id:报错题目的图片ID
"""
params = {
'id': im_id,
}
params.update(self.base_params)
r = requests.post('http://upload.chaojiying.net/Upload/ReportError.php', data=params, headers=self.headers)
return r.json()
##对验证码图片进行解析
chaojiying = Chaojiying_Client('***', '****', '919750')
im = open('./data/古诗文验证码.jpg', 'rb').read()
code=chaojiying.PostPic(im, input('验证码类型'))['pic_str']
url='https://www.gswen.cn/mbuser/index_do.php'
data={
'fmdo': 'login',
'dopost': 'login',
'gourl':'',
'userid': 'wcl',
'pwd': '****',
'vdcode':code,
'keeptime': '604800'
}
response=session.post(url=url,data=data,headers=headers)
print(response.status_code)
print(response.text)
page_text=session.get(url='https://www.gswen.cn/mbuser/index.php',headers=headers).text
print(page_text)
验证码类型6001
200
<html>
<head>
<title>温馨提示</title>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<base target='_self'/>
<style>div{line-height:160%;}</style></head>
<body leftmargin='0' topmargin='0' bgcolor='#FFFFFF'>
<center>
<script>
var pgo=0;
function JumpUrl(){
if(pgo==0){ location='index.php'; pgo=1; }
}
document.write("<br /><div style='width:450px;padding:0px;border:1px solid #DADADA;'><div style='padding:6px;font-size:12px;border-bottom:1px solid #DADADA;background:#DBEEBD url(/plusaaa/img/wbg.gif)';'><b>温馨提示</b></div>");
document.write("<div style='height:130px;font-size:10pt;background:#ffffff'><br />");
document.write("成功登录,5秒钟后转向系统主页...");
document.write("<br /><a href='index.php'>如果你的浏览器没反应,请点击这里...</a><br/></div>");
setTimeout('JumpUrl()',2000);</script>
</center>
</body>
</html>
<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
<html xmlns="http://www.w3.org/1999/xhtml">
<head>
<title>会员中心 -古诗文网</title>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<link href="templets/style/index.css" rel="stylesheet" type="text/css" />
<link href="templets/style/boxy.css" rel="stylesheet" type="text/css" />
<script type="text/javascript" src="templets/js/j.js"></script>
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<script type="text/javascript" src="templets/js/leftmenu.js"></script>
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<script type="text/javascript" src="templets/js/jquery.js"></script>
<script type="text/javascript" src="templets/js/feed.js"></script>
<script language='javascript'>
function msgSubmit(form) {
//var id=form.id.value;
var content = form.share_textarea.value;
if( content == '来,说点啥吧...' ) content = '';
if ( content == '' ) {
alert('请输入内容'); return false;
}
$.ajax({
type:'POST',
url:'index_do.php?fmdo=moodmsg&dopost=sendmsg',
cache:false,
data:'&content='+encodeURIComponent(content),
dataType:'json',
success:function(message){
if ( message.type == 'success' ) {
$('#share_textarea').val('');
$('#moodcontent').html(message.data);
} else {
alert(message.data);
}
}
});
}
</script>
</head>
<body>
<div id="baseParent">
<div id="mood_face_bg"></div>
<div id="mood_msg_menu" class="faceBox" style="position: absolute; top: 332px;display: none;">
<ul>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/1.gif" id="face1" onclick="addFace(1)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/2.gif" id="face1" onclick="addFace(2)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/3.gif" id="face1" onclick="addFace(3)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/4.gif" id="face1" onclick="addFace(4)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/5.gif" id="face1" onclick="addFace(5)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/6.gif" id="face1" onclick="addFace(6)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/7.gif" id="face1" onclick="addFace(7)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/8.gif" id="face1" onclick="addFace(8)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/9.gif" id="face1" onclick="addFace(9)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/10.gif" id="face1" onclick="addFace(10)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/11.gif" id="face1" onclick="addFace(11)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/12.gif" id="face1" onclick="addFace(12)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/13.gif" id="face1" onclick="addFace(13)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/14.gif" id="face1" onclick="addFace(14)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/15.gif" id="face1" onclick="addFace(15)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/16.gif" id="face1" onclick="addFace(16)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/17.gif" id="face1" onclick="addFace(17)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/18.gif" id="face1" onclick="addFace(18)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/19.gif" id="face1" onclick="addFace(19)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/20.gif" id="face1" onclick="addFace(20)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/21.gif" id="face1" onclick="addFace(21)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/22.gif" id="face1" onclick="addFace(22)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/23.gif" id="face1" onclick="addFace(23)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/24.gif" id="face1" onclick="addFace(24)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/25.gif" id="face1" onclick="addFace(25)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/26.gif" id="face1" onclick="addFace(26)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/27.gif" id="face1" onclick="addFace(27)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/28.gif" id="face1" onclick="addFace(28)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/29.gif" id="face1" onclick="addFace(29)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/30.gif" id="face1" onclick="addFace(30)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/31.gif" id="face1" onclick="addFace(31)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/32.gif" id="face1" onclick="addFace(32)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/33.gif" id="face1" onclick="addFace(33)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/34.gif" id="face1" onclick="addFace(34)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/35.gif" id="face1" onclick="addFace(35)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/36.gif" id="face1" onclick="addFace(36)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/37.gif" id="face1" onclick="addFace(37)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/38.gif" id="face1" onclick="addFace(38)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/39.gif" id="face1" onclick="addFace(39)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/40.gif" id="face1" onclick="addFace(40)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/41.gif" id="face1" onclick="addFace(41)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/42.gif" id="face1" onclick="addFace(42)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/43.gif" id="face1" onclick="addFace(43)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/44.gif" id="face1" onclick="addFace(44)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/45.gif" id="face1" onclick="addFace(45)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/46.gif" id="face1" onclick="addFace(46)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/47.gif" id="face1" onclick="addFace(47)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/48.gif" id="face1" onclick="addFace(48)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/49.gif" id="face1" onclick="addFace(49)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/50.gif" id="face1" onclick="addFace(50)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/51.gif" id="face1" onclick="addFace(51)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/52.gif" id="face1" onclick="addFace(52)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/53.gif" id="face1" onclick="addFace(53)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/54.gif" id="face1" onclick="addFace(54)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/55.gif" id="face1" onclick="addFace(55)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/56.gif" id="face1" onclick="addFace(56)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/57.gif" id="face1" onclick="addFace(57)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/58.gif" id="face1" onclick="addFace(58)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/59.gif" id="face1" onclick="addFace(59)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/60.gif" id="face1" onclick="addFace(60)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/61.gif" id="face1" onclick="addFace(61)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/62.gif" id="face1" onclick="addFace(62)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/63.gif" id="face1" onclick="addFace(63)"/></li>
<li><img style="cursor: pointer; position: relative;" src="templets/images/smiley/64.gif" id="face1" onclick="addFace(64)"/></li>
</ul>
</div>
</div>
<div id="main">
<div id="header">
<div id="siteNav">
<div class="innerWrap">
<div id="loginInfo">
<script type="text/javascript">
var now=(new Date()).getHours();
if(now>0&&now<=6){
document.write("午夜好,");
}else if(now>6&&now<=11){
document.write("早上好,");
}else if(now>11&&now<=14){
document.write("中午好,");
}else if(now>14&&now<=18){
document.write("下午好,");
}else{
document.write("晚上好,");
}
</script>
<a href="#" class="userName">pfdr</a> <a href="../mbuser/index_do.php?fmdo=login&dopost=exit#">[退出]</a>
</div>
<ul id="quickMenu">
<li class="home"><a href="../" title="会员中心首页">主页</a></li>
<li><a href="../mbuser/mytype.php">内容中心</a></li>
<!--<li><a href="https://www.gswen.cn/mbuser/index.php?uid=wcl" title="会员空间">会员空间</a></li>-->
<li><a href="../mbuser/mystow.php" title="收藏夹">收藏夹</a></li>
<li><a href="../mbuser/pm2.php?dopost=send" title="">给管理员发短信</a></li>
</ul>
</div>
</div>
<!--顶部导航 -->
<div id="topPic"> <a href="../mbuser/"><img alt="会员中心" src="../mbuser/templets/images/mblogo.png" class="topLogo"/></a> </div>
<div id="topNav">
<ul id="appIterm" style="border-bottom:1px solid #e4e4e4;">
<li ><a href="../mbuser/mytype.php">内容中心</a></li>
<li class="thisApp"><a href="../mbuser/mystow.php" title="">我的收藏</a></li>
<!--<li class="thisApp"><a href="../mbuser/" title="">我的会员</a></li><li ><a href="../mbuser/edit_space_info.php" title="系统设置">系统设置</a></li>-->
<li ><a href="../mbuser/edit_baseinfo.php" title="个人资料">个人资料</a></li>
<li ><a href="../mbuser/myjb.php" title="金币中心">金币中心</a></li>
</ul>
<!--程序导航列表 -->
<div id="channel" style="display:none;">
<ul>
<!-- <li><a href="https://www.gswen.cn/mbuser/index.php?uid=wcl" title="个人空间" target="_blank"><span>个人空间</span></a></li>-->
<li ><a href="../mbuser/myfriend.php" title="我的好友"><span>我的好友</span></a></li>
<li ><a href="../mbuser/guestbook_admin.php" title="留言板"><span>留言板</span></a></li>
<!--<li ><a href="../mbuser/operation.php" title="消费中心"><span>消费中心</span></a></li>
<li ><a href="../mbuser/caicai.php" title="随便踩踩"><span>随便踩踩</span></a></li>-->
</ul>
</div>
<!--导航栏目项 -->
</div>
</div>
<div id="content" class="w960 clearfix">
<div id="mcpsub">
<div class="topGr"></div>
<div id="menuBody">
<!-- 内容中心菜单-->
<!-- 我的织梦菜单-->
<h2 class="menuTitle" onclick="menuShow('menuFirst')" id="menuFirst_t"><b></b>会员互动</h2>
<ul id="menuFirst">
<li class="icon mystow"><a href="../mbuser/mystow.php"><b></b>我的收藏夹</a></li>
</ul>
<h2 class="menuTitle" onclick="menuShow('menuThird')" id="menuThird_t"><b></b>帮助</h2>
<ul id="menuThird">
<li class="icon wzlist"><a href="https://www.gswen.cn/compose/11180.html#1" target="_blank"><b></b>文章审核要多久</a></li>
<li class="icon wzlist"><a href="https://www.gswen.cn/compose/11180.html#2" target="_blank"><b></b>文章审核的标准?</a></li>
<li class="icon wzlist"><a href="https://www.gswen.cn/compose/11180.html#2" target="_blank"><b></b>文章为什么被退回?</a></li>
<li class="icon wzlist"><a href="https://www.gswen.cn/compose/11182.html" target="_blank"><b></b>如何赚取金币?</a></li>
<li class="icon wzlist"><a href="https://www.gswen.cn/compose/11181.html" target="_blank"><b></b>积分的用途及如何产生</a></li>
<li class="icon wzlist"><a href="https://www.gswen.cn/compose/11180.html#11" target="_blank"><b></b>“金币”是什么意思</a></li>
<li style="height:2px;margin:5px 0;border-bottom:1px solid #ccc;"></li>
<li class="icon liuyan"><a href="../mbuser/pm2.php?dopost=send"><b></b>给管理员发短信</a></li>
<li style="height:10px;"></li>
</ul> <!-- 系统设置菜单-->
<!-- 金币中心-->
<!--<h2 class="menuTitle"><b class="showMenu"></b>操作主菜单项</h2> -->
</div>
<div class="buttomGr"></div>
</div>
<!--左侧操作菜单项 --> <div class="755">
<div class="main-wrap">
<dl class="sns-avatar">
<dt>
<div class="s120"> <a href="/mbuser/index.php?uid=wcl"><img src="templets/images/dfboy.png" width="100" height="100" alt="您的形象"/></a> </div>
</dt>
<dd class="av-index">
<ul>
<li class="name">wcl<span>个人用户</span></li>
<li class="other" id="moodcontent">还没有个性签名,试试在下面输入框中填写</li>
<li class="sign">你目前的身份是:注册会员</li>
</ul>
<div class="msg">
<p>短消息: <em> <a href="pm.php?TB_iframe=true&height=600&width=700" title="我的短信息" target="_blank"> 0</a> </em> <!--评论: <em> <a href="caicai.php" title="发出的评论">0</a> </em> 收藏: <em> <a href="mystow.php" title="收藏夹">0</a> </em> 其它: <em><a href="javascript:;">0</a> </em> 文章:<em> <a href="content_list.php?channelid=1" title="已发布的文章">0</a> </em>图集: <em> <a href="content_list.php?channelid=2" title="管理图集">0</a> </em> 软件: <em> <a href="content_list.php?channelid=3" title="已发布的软件">0</a> </em> 商品:</a> <em> <a href="shops_products.php" title="购买的商品">0</a> </em>--> </p>
</div>
</dd>
</dl>
<div class="share">
<div class="share01"> </div>
<div class="share02">
<form target="hidden_frame" method="post" enctype="multipart/form-data" name="msgmood" action="#">
<input id="share_textarea" type="text" value="来,说点啥吧..." onclick="showFace()"/>
<button id="btn_submit" type="button" onclick="msgSubmit(this.form)">发表</button>
</form>
</div>
</div>
<div id="sns-feeds" style="display:none;">
<div class="indexTab">
<ul>
<li id="arcticle"><a href="javascript:void(0)">最新文档</a></li>
<li class="thisTab" id="myfeed"><a href="javascript:void(0)">我的动态</a></li>
<li id="allfeed"><a href="javascript:void(0)">全站动态</a></li>
</ul>
</div>
<div class="sns-box" id="FeedText"></div>
</div>
</div>
<div class="col-extra">
<div class="sns-box" style="display:none;">
<div class="hd">
<h3>信息统计</h3>
</div>
<div class="sns-avatar-m">
<dl class="statistics">
<dt>空间访问量:</dt>
<dd>0</dd>
<dt>文档总点击:</dt>
<dd>0</dd>
<dt>好友数量:</dt>
<dd>0</dd>
<dt>空间版本:</dt>
<dd>完全版</dd>
<dt>上传限制:</dt>
<dd>1024 KB</dd>
<dt>空间大小:</dt>
<dd>0.00/500 MB</dd>
</dl>
</div>
</div>
<div class="sns-box">
<div class="hd">
<h3>欢迎新朋友</h3>
</div>
<div class="sns-avatar-m">
<ul>
<li class="pic"><a target="_blank" href="/mbuser/index.php?uid=赵样行">
<img src='templets/images/dfboy.png' width='48' height='48' /> </a><span class="name"><a target="_blank" href="/mbuser/index.php?uid=赵样行">赵样行</a></span></li>
<li class="pic"><a target="_blank" href="/mbuser/index.php?uid=wcl">
<img src='templets/images/dfboy.png' width='48' height='48' /> </a><span class="name"><a target="_blank" href="/mbuser/index.php?uid=wcl">pfdr</a></span></li>
<li class="pic"><a target="_blank" href="/mbuser/index.php?uid=江南雪">
<img src='templets/images/dfboy.png' width='48' height='48' /> </a><span class="name"><a target="_blank" href="/mbuser/index.php?uid=江南雪">江南雪</a></span></li>
</ul>
</div>
</div>
<div class="clr"></div>
<div class="sns-box">
<div class="hd">
<h3>我的好友</h3>
</div>
<div class="sns-avatar-m">
<ul>
</ul>
</div>
</div>
<div class="sns-box">
<div class="bd ">
<form action="search.php">
<p style="margin-bottom:9px">搜索用户</p>
<input class="text1" type="text" value="" name="keyword"/>
<button class="button1" type="submit">找人</button>
</form>
</div>
</div>
</div>
</div>
</div>
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<div class="footlink">
<a href="/">首页</a><span> </span>
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<a href="/books/">古籍</a><span> </span>
<a href="/shicilishi/">历史</a><span> </span>
<a href="/shicizhishi/">知识</a><span> </span>
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</html>
代理理论
- 问题:ip访问次数或频率过高,直接拒绝该次请求
- 破解封ip这种反爬机制
- 什么是代理:
- 代理服务器:先发给代理服务器,在发给相应地址
- 代理的作用:
- 突破自身IP访问的限制
- 隐藏自身真实IP
- 代理相关的网站
- 快代理
- 西刺代理
- www.goubanjia.com
- 代理ip的类型
- http
- https
- 代理ip的匿名度:
- 透明:知道是代理服务器,知道真实ip
- 匿名:知道代理,不知道真实ip
- 高匿:不知道使用了代理,也不知道ip
## import requests
## url='https://www.baidu.com/s?id=ip'
## headers={'User-Agent':'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36'}
## page_text=requests.get(url=url,headers=headers,proxies={"https":""}).text
## with open('ip.html','w',encoding='utf-8') as fp:
## fp.write(page_text)
异步爬虫
import time
##导入线程池模块对应的类
from multiprocessing.dummy import Pool
##使用线程池方式进行
start_time=time.time()
def get_page(stri):
print("正在下载:",stri)
time.sleep(2)
print("下载成功:",stri)
name_list=['xz','aa','bb','cc']
##实例化一个线程池对象
pool=Pool(4)
##map方法,元素映射函数
pool.map(get_page,name_list)#返回列表
end_time=time.time()
print(end_time-start_time)
正在下载: xz正在下载: aa
正在下载: bb
正在下载: cc
下载成功:下载成功: cc
下载成功: bb
aa
下载成功: xz
2.0373072624206543
## import requests
## from lxml import etree
## from multiprocessing.dummy import Pool
## import os
## from numpy import random
## session=requests.Session()
## headers={'User-Agent':'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36'}
## url='https://www.pearvideo.com/category_5'
## page_text = session.get(url=url,headers=headers).text
## tree=etree.HTML(page_text)
## if not os.path.exists('梨视频'):
## os.mkdir('梨视频')
## #对下述url
## li_list=tree.xpath('//*[@id="listvideoListUl"]/li')
## params=[]
## for li in li_list:
## detail_url='https://www.pearvideo.com/'+li.xpath('./div/a/@href')[0]
## Contid=li.xpath('./div/a/@href')[0].split('_')[-1]
## #print(Contid)
## name=li.xpath('./div/a/div[2]/text()')[0]+'.mp4'
## #对详情页的url发起请求
## #detail_page_text=session.get(url=detail_url,headers=headers).text
## #虽然在页面上我们可以看到该视频的地址页面信息,但是在我们爬取下来的text中并没有这部分信息,说明该视频不是通过该url请求到的信息,
## #很有可能是动态加载或局部刷新,需要我们重新找到相应的地址
## #最后发现是ajax局部刷新
## url_ajax='https://www.pearvideo.com/videoStatus.jsp'
## param={
## 'contId':Contid,
## #'mrd' : str(random.random())
## 'mrd':str(random.random())
## }
## print(param)
## params.append(param)
## print(session.get(url=url_ajax,params=param,headers=headers).json())
{'contId': '1735446', 'mrd': '0.5007515906894773'}
{'resultCode': '5', 'resultMsg': '该文章已经下线!', 'systemTime': '1626516031412'}
{'contId': '1735500', 'mrd': '0.4359970800074038'}
{'resultCode': '5', 'resultMsg': '该文章已经下线!', 'systemTime': '1626516031476'}
{'contId': '1735483', 'mrd': '0.6454975287102964'}
{'resultCode': '5', 'resultMsg': '该文章已经下线!', 'systemTime': '1626516031544'}
{'contId': '1735485', 'mrd': '0.2076654839114731'}
{'resultCode': '5', 'resultMsg': '该文章已经下线!', 'systemTime': '1626516031615'}
requests.get('https://www.pearvideo.com/videoStatus.jsp?contId=1735390&mrd=0.9535665342872226',headers=headers).json()
{'resultCode': '5', 'resultMsg': '该文章已经下线!', 'systemTime': '1626515813004'}
这个变了,变复杂了,需要点击获取视频
- 高性能异步爬虫
- 目的:在爬虫中使用异步实现高性能的数据爬取操作
- 正常爬虫是单线程下的串行操作:每次get会有一定阻塞,每个url都会被依次等待get方法的请求和响应。
- 异步爬虫的方式:
- 多线程,多进程: 好处:可以为相关阻塞的操作单独开启线程或者进程,阻塞操作可以进行异步执行 弊端:内存限制,有限值
- 异步爬虫之线程池and进程池
好处:我们可以降低系统对进行或者线程创建和销毁的一个频率,从而很好的降低系统的开销
弊端:池中线程或进程的数量有上限
- 线程池基本使用
import time
#导入线程池模块对应的类
from multiprocessing.dummy import Pool
#使用线程池方式进行
start_time=time.time()
def get_page(stri):
print(“正在下载:",stri) time.sleep(2) print(“下载成功:",stri) name_list=[‘xz’,‘aa’,‘bb’,‘cc’] #实例化一个线程池对象 pool=Pool(4) #map方法,元素映射函数 pool.map(get_page,name_list)#返回列表 end_time=time.time() print(end_time-start_time)
- 线程池基本使用
import time
#导入线程池模块对应的类
from multiprocessing.dummy import Pool
#使用线程池方式进行
start_time=time.time()
def get_page(stri):
- 单线程+异步协程(推荐): event_loop:事件循环,相当于一个无线循环,我们可以把一些函数注册到这个事件循环上,它会被事件循环调用。我们可以使用async关键字来定义一个方法,这个方法在调用时不会立即被执行,而是返回一个携程对象
selenium
-
动态加载不能直接加载出来
- 随便点击一个network中加载出来的包,ctrl+f,可以直接在所有的包中搜索页面中的某些内容,这样可以找到该内容所在包
-
selenium模块与爬虫的关系
- 便捷的获取网站中动态加载的数据
- 便捷实现模拟登录
-
什么是selenium模块
- 基于浏览器自动化的一个模块
-
selenium模块使用流程
- 环境安装:selenium
- 下载一个浏览器的浏览程序
- 实例化一个浏览器的驱动程序:bro=selenium.webdriver(‘path’)
- 编写基于浏览器自动化的操作代码
- 发起请求:.get()方法
- 标签定位:find系列的方法
- 标签交互:send_keys(‘xxx’)输入
- 执行js程序:excute_script(‘jsCode’)
- 前进,后退:.back(),.forward()
- 关闭浏览器: .quit()
药监总局动态操作
from selenium import webdriver
import time
bro=webdriver.Chrome(r'D:\迅雷下载\chromedriver.exe')
bro.get('http://scxk.nmpa.gov.cn:81/xk/')
##page_source获取浏览器当前页面的页面源码数据
page_text=bro.page_source
##解析企业名称
tree=etree.HTML(page_text)
li_list=tree.xpath('//ul[@id="gzlist"]/li')
for li in li_list:
name=li.xpath('./dl/@title')[0]
print(name)
time.sleep(5)
bro.quit()
中研化妆品(浙江)有限公司
广东藤予草本科技发展有限公司
汕头市隆士力化妆品有限公司
汕头市泰莱美化妆品实业有限公司
广东巴松那生物科技有限公司
广州芙莉莱化妆品有限公司
广州凯渲生物科技有限公司
苏州珈华生化有限公司
克劳丽化妆品股份有限公司
苏州安特化妆品股份有限公司
天津伊瑞雅生物科技有限公司
蓝月亮(天津)有限公司
广州鸿睿医药科技有限公司
广州优朵化妆品有限公司
西曼(广州)生物医药科技有限公司
from selenium import webdriver
import time
bro=webdriver.Chrome('D://迅雷下载/chromedriver.exe')
bro.get('https://www.taobao.com')
##标签定位
search_input=bro.find_element_by_id('q')
##标签交互
search_input.send_keys('Iphone')#输入名称
bro.find_element_by_css_selector('.btn-search')#点击搜索按钮
##点击搜索按钮
btn=bro.find_element_by_css_selector('.btn-search')
btn.click()
time.sleep(5)
##拖动滚轮(执行js代码)
##点击Console选项卡
## 回退,前进操作
bro.get('https://www.baidu.com')
time.sleep(2)
##回退
bro.back()
##前进
bro.forward()
bro.quit()
iframe处理+动作链
- selenium处理iframe
- 如果定位的标签存在iframe标签之中,则必须使用switch_to.frame(id)
- 动作链(拖动):from selenium.webdriver import ActionChains
- 实例化一个动作链对象:action=ActionChains(bro)
- click_and_hold(div) 长按并点击操作
- move_by_offset(x,y)
- perform()让动作链立即执行
- action.release()释放动作链对象
from selenium import webdriver
bro=webdriver.Chrome('D://迅雷下载/chromedriver.exe')
bro.get('https://www.runoob.com/try/try.php?filename=jqueryui-api-droppable')
##div=bro.find_element_by_id('draggable')
div=bro.find_element_by_xpath('/html/body/div[1]/div/div[1]')
print(div)
<selenium.webdriver.remote.webelement.WebElement (session="e54a9b13c70c0a9512c7b4b61674e902", element="f69d802b-72ab-4360-a25f-03e8ce544216")>
div.text
'源代码 (显示异常):\n点击运行\n<!doctype html>\n<html lang="en">\n<head>\n <meta charset="utf-8">\n <title>可放置小部件(Droppable Widget)演示</title>\n <link rel="stylesheet" href="//apps.bdimg.com/libs/jqueryui/1.10.4/css/jquery-ui.min.css">\n <style>\n #draggable {\n width: 100px;\n height: 100px;\n background: #ccc;\n }\n #droppable {\n position: absolute;\n left: 250px;\n top: 0;\n width: 125px;\n height: 125px;\n background: #999;\n color: #fff;\n padding: 10px;\n }\n </style>\n <script src="//apps.bdimg.com/libs/jquery/1.10.2/jquery.min.js"></script>\n <script src="//apps.bdimg.com/libs/jqueryui/1.10.4/jquery-ui.min.js"></script>\n</head>\n<div id="droppable">请放置到这里!</div>\n<div id="draggable">请拖拽我!</div>\n <script>\n$( "#draggable" ).draggable();\n$( "#droppable" ).droppable({\n drop: function() {\n alert( "dropped" );\n }'
from selenium.webdriver import ActionChains
import time
bro=webdriver.Chrome('D://迅雷下载/chromedriver.exe')
bro.get('https://www.runoob.com/try/try.php?filename=jqueryui-api-droppable')
##如果被定为的标签是存在于iframe之内,则必须通过如下操作进行定位
bro.switch_to.frame('iframeResult')#切换浏览器标签定位的作用域,通过id
div=bro.find_element_by_id('draggable')
##动作链(比如拖动是长按并拖动)
action=ActionChains(bro)
##点击长链指定的标签
action.click_and_hold(div)
##拖动
for i in range(5):
#perform立即执行动作链操作
action.move_by_offset(17,0).perform()
# 间隔
time.sleep(0.5)
##释放动作链
action.release()
time.sleep(2)
bro.quit()
模拟QQ空间登录
from selenium import webdriver
import time
##
bro=webdriver.Chrome('D://迅雷下载/chromedriver.exe')
bro.get('https://qzone.qq.com/')
##在iframe框架下
bro.switch_to_frame('login_frame')
a_tag=bro.find_element_by_id('switcher_plogin')
a_tag.click()#点击
##输入账号密码
user=bro.find_element_by_id('u')
password=bro.find_element_by_id('p')
user.send_keys('')
time.sleep(1)
password.send_keys('')
time.sleep(1)
##登录
button=bro.find_element_by_id('login_button')
button.click()
time.sleep(10)
##现在有滑块操作了
bro.quit()
D:\Anaconda\lib\site-packages\ipykernel_launcher.py:7: DeprecationWarning: use driver.switch_to.frame instead
import sys
无可视化(无头浏览器)+规避检测
from selenium import webdriver
##无可视化模块
from selenium.webdriver.chrome.options import Options
##规避检测模块
from selenium.webdriver import ChromeOptions
import time
##bro=webdriver.Chrome('D://迅雷下载/chromedriver.exe')
##让浏览器的弹出是一个无可视化的效果
chrome_options=Options()
chrome_options.add_argument('--headless')
chrome_options.add_argument('--disable-gpu')
##s实现规避检测
option=ChromeOptions()
option.add_experimental_option('excludeSwitches',['enable-automation'])
##给浏览器实例添加chrome_options
bro=webdriver.Chrome('D://迅雷下载/chromedriver.exe',chrome_options=chrome_options,options=option)
bro.get('https:///www.baidu.com')
print(bro.page_source)
time.sleep(2)
bro.quit()
D:\Anaconda\lib\site-packages\ipykernel_launcher.py:16: DeprecationWarning: use options instead of chrome_options
app.launch_new_instance()
<html><head><script type="text/javascript" charset="utf-8" src="https://dss0.bdstatic.com/5aV1bjqh_Q23odCf/static/superman/js/components/qrcode-7c53a95a4e.js"></script><script type="text/javascript" charset="utf-8" src="https://dss0.bdstatic.com/5aV1bjqh_Q23odCf/static/superman/js/super_load-ae404619ea.js"></script><script type="text/javascript" charset="utf-8" src="https://dss0.bdstatic.com/5aV1bjqh_Q23odCf/static/superman/js/components/tips-e2ceadd14d.js"></script><meta http-equiv="Content-Type" content="text/html;charset=utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1"><meta content="always" name="referrer"><meta name="theme-color" content="#2932e1"><meta name="description" content="全球领先的中文搜索引擎、致力于让网民更便捷地获取信息,找到所求。百度超过千亿的中文网页数据库,可以瞬间找到相关的搜索结果。"><link rel="shortcut icon" href="/favicon.ico" type="image/x-icon"><link rel="search" type="application/opensearchdescription+xml" href="/content-search.xml" title="百度搜索"><link rel="icon" sizes="any" mask="" href="//www.baidu.com/img/baidu_85beaf5496f291521eb75ba38eacbd87.svg"><link rel="dns-prefetch" href="//dss0.bdstatic.com"><link rel="dns-prefetch" href="//dss1.bdstatic.com"><link rel="dns-prefetch" href="//ss1.bdstatic.com"><link rel="dns-prefetch" href="//sp0.baidu.com"><link rel="dns-prefetch" href="//sp1.baidu.com"><link rel="dns-prefetch" href="//sp2.baidu.com"><title>百度一下,你就知道</title><style index="newi" type="text/css">#form .bdsug{top:39px}.bdsug{display:none;position:absolute;width:535px;background:#fff;border:1px solid #ccc!important;_overflow:hidden;box-shadow:1px 1px 3px #ededed;-webkit-box-shadow:1px 1px 3px #ededed;-moz-box-shadow:1px 1px 3px #ededed;-o-box-shadow:1px 1px 3px #ededed}.bdsug li{width:519px;color:#000;font:14px arial;line-height:25px;padding:0 8px;position:relative;cursor:default}.bdsug li.bdsug-s{background:#f0f0f0}.bdsug-store span,.bdsug-store b{color:#7A77C8}.bdsug-store-del{font-size:12px;color:#666;text-decoration:underline;position:absolute;right:8px;top:0;cursor:pointer;display:none}.bdsug-s .bdsug-store-del{display:inline-block}.bdsug-ala{display:inline-block;border-bottom:1px solid #e6e6e6}.bdsug-ala h3{line-height:14px;background:url(//www.baidu.com/img/sug_bd.png?v=09816787.png) no-repeat left center;margin:6px 0 4px;font-size:12px;font-weight:400;color:#7B7B7B;padding-left:20px}.bdsug-ala p{font-size:14px;font-weight:700;padding-left:20px}#m .bdsug .bdsug-direct p{color:#00c;font-weight:700;line-height:34px;padding:0 8px;margin-top:0;cursor:pointer;white-space:nowrap;overflow:hidden}#m .bdsug .bdsug-direct p img{width:16px;height:16px;margin:7px 6px 9px 0;vertical-align:middle}#m .bdsug .bdsug-direct p span{margin-left:8px}#form .bdsug .bdsug-direct{width:auto;padding:0;border-bottom:1px solid #f1f1f1}#form .bdsug .bdsug-direct p i{font-size:12px;line-height:100%;font-style:normal;font-weight:400;color:#fff;background-color:#2b99ff;display:inline;text-align:center;padding:1px 5px;*padding:2px 5px 0;margin-left:8px;overflow:hidden}.bdsug .bdsug-pcDirect{color:#000;font-size:14px;line-height:30px;height:30px;background-color:#f8f8f8}.bdsug .bdsug-pc-direct-tip{position:absolute;right:15px;top:8px;width:55px;height:15px;display:block;background:url(https://ss1.bdstatic.com/5eN1bjq8AAUYm2zgoY3K/r/www/cache/static/protocol/https/global/img/pc_direct_42d6311.png) no-repeat 0 0}.bdsug li.bdsug-pcDirect-s{background-color:#f0f0f0}.bdsug .bdsug-pcDirect-is{color:#000;font-size:14px;line-height:22px;background-color:#f5f5f5}.bdsug .bdsug-pc-direct-tip-is{position:absolute;right:15px;top:3px;width:55px;height:15px;display:block;background:url(https://ss1.bdstatic.com/5eN1bjq8AAUYm2zgoY3K/r/www/cache/static/protocol/https/global/img/pc_direct_42d6311.png) no-repeat 0 0}.bdsug li.bdsug-pcDirect-is-s{background-color:#f0f0f0}.bdsug .bdsug-pcDirect-s .bdsug-pc-direct-tip,.bdsug .bdsug-pcDirect-is-s .bdsug-pc-direct-tip-is{background-position:0 -15px}.bdsug .bdsug-newicon{color:#929292;opacity:.7;font-size:12px;display:inline-block;line-height:22px;letter-spacing:2px}.bdsug .bdsug-s .bdsug-newicon{opacity:1}.bdsug .bdsug-newicon i{letter-spacing:0;font-style:normal}.bdsug .bdsug-feedback-wrap{display:none}.toggle-underline{text-decoration:none}.toggle-underline:hover{text-decoration:underline}.bdpfmenu,.usermenu{border:1px solid #d1d1d1;position:absolute;width:105px;top:36px;z-index:302;box-shadow:1px 1px 5px #d1d1d1;-webkit-box-shadow:1px 1px 5px #d1d1d1;-moz-box-shadow:1px 1px 5px #d1d1d1;-o-box-shadow:1px 1px 5px #d1d1d1}.bdpfmenu{font-size:12px;background-color:#fff}.bdpfmenu a,.usermenu a{display:block;text-align:left;margin:0!important;padding:0 9px;line-height:26px;text-decoration:none}.briiconsbg{background-repeat:no-repeat;background-size:300px 18px;background-image:url(https://ss1.bdstatic.com/5eN1bjq8AAUYm2zgoY3K/r/www/cache/static/protocol/https/home/img/icons_0c37e9b.png);background-image:url(https://ss1.bdstatic.com/5eN1bjq8AAUYm2zgoY3K/r/www/cache/static/protocol/https/home/img/icons_809ae65.gif)\9}.bdpfmenu a:link,.bdpfmenu a:visited,#u .usermenu a:link,#u .usermenu a:visited{background:#fff;color:#333}.bdpfmenu a:hover,.bdpfmenu a:active,#u .usermenu a:hover,#u .usermenu a:active{background:#38f;text-decoration:none;color:#fff}.bdpfmenu{width:70px}#wrapper .bdnuarrow{width:0;height:0;font-size:0;line-height:0;display:block;position:absolute;top:-10px;left:50%;margin-left:-5px}#wrapper .bdnuarrow em,#wrapper .bdnuarrow i{width:0;height:0;font-size:0;line-height:0;display:block;position:absolute;border:5px solid transparent;border-style:dashed dashed solid}#wrapper .bdnuarrow em{border-bottom-color:#d8d8d8;top:-1px}#wrapper .bdnuarrow i{border-bottom-color:#fff;top:0}#gxszHead .prefpanelclose{cursor:pointer;width:16px;height:16px;float:right;margin-top:7px;background-position:-248px 0}#gxszHead .prefpanelclose:hover{background-position:-264px 0}.s_ipt::-webkit-input-placeholder{padding-left:3px;color:#aaa;font-size:13px}.s_ipt::-moz-placeholder{padding-left:3px;color:#aaa;font-size:13px}.s_ipt:-ms-input-placeholder{padding-left:3px;color:#aaa;font-size:13px}.s_ipt::placeholder{padding-left:3px;color:#aaa;font-size:13px}.kw-placeholder{position:absolute;top:0;left:0;color:#aaa;font-size:13px;height:40px;line-height:40px;padding-left:10px;max-width:360px;z-index:99;pointer-events:none}.kw-placeholder.kw-placehlder-high{height:40px;line-height:40px}.kw-placeholder.placeholders-hidden{visibility:hidden}#head_wrapper #form .bdsug-new{width:544px;top:35px;border-radius:0 0 10px 10px;border:2px solid #4E6EF2!important;border-top:0!important;box-shadow:none;font-family:Arial,"PingFang SC","Microsoft YaHei",sans-serif;z-index:1}#head_wrapper.sam_head_wrapper2 #form 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.c-img-text{position:absolute;left:0;bottom:0;width:100%;height:.16rem;background:rgba(51,51,51,.4);font-size:.12rem;line-height:1.33333333;color:#fff;text-align:center}[data-pmd] .c-img-s,[data-pmd] .c-img-l,[data-pmd] .c-img-w,[data-pmd] .c-img-x,[data-pmd] .c-img-y,[data-pmd] .c-img-v,[data-pmd] .c-img-z{height:0;overflow:hidden}[data-pmd] .c-img-s{padding-bottom:100%}[data-pmd] .c-img-l{padding-bottom:133.33333333%}[data-pmd] .c-img-w{padding-bottom:56.25%}[data-pmd] .c-img-x{padding-bottom:75%}[data-pmd] .c-img-y{padding-bottom:66.66666667%}[data-pmd] .c-img-v{padding-bottom:33.33333333%}[data-pmd] .c-img-z{padding-bottom:40%}[data-pmd] .c-table{width:100%;border-collapse:collapse;border-spacing:0;color:#000}[data-pmd] .c-table th{color:#999}[data-pmd] .c-table th,[data-pmd] .c-table td{border-bottom:1px solid #eee;text-align:left;font-weight:400;padding:8px 0}[data-pmd] .c-table-hihead th{padding:0;border-bottom:0 none;background-color:#f6f6f6;line-height:.37rem}[data-pmd] 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td{padding-bottom:8px}[data-pmd] .c-table-abstract tbody{color:#555;border-bottom:1px solid #eee}[data-pmd] .c-table-abstract tbody th{border-bottom:1px solid #eee;padding:0}[data-pmd] .c-table-abstract tbody td{border-bottom:0;padding:0}[data-pmd] .c-table-abstract tbody tr:first-child th,[data-pmd] .c-table-abstract tbody tr:nth-child(2) th,[data-pmd] .c-table-abstract tbody tr:first-child td,[data-pmd] .c-table-abstract tbody tr:nth-child(2) td{padding-top:8px}[data-pmd] .c-table-abstract tbody tr th,[data-pmd] .c-table-abstract tbody tr td{padding-bottom:8px}[data-pmd] .c-table-abstract .c-table-gray{color:#999;font:12px/20px Arial,Helvetica,sans-serif}[data-pmd] .c-table-shaft th{color:#999}[data-pmd] .c-table-shaft td,[data-pmd] .c-table-shaft th{border-right:1px solid #eee;text-align:center}[data-pmd] .c-table-shaft td:last-child,[data-pmd] .c-table-shaft th:last-child{border-right:0}[data-pmd] .c-table-shaft tr:last-child td{border-bottom:0}[data-pmd] 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.08rem;border-radius:.03rem;vertical-align:middle;outline:0;-webkit-tap-highlight-color:rgba(0,0,0,0)}[data-pmd] .c-slink-new:visited{color:#000}[data-pmd] .c-slink-new:active{background-color:#e5e5e5}[data-pmd] .c-slink-new-strong{display:block;width:100%;background-color:#f5f5f5;font-size:.14rem;color:#000;text-align:center;text-decoration:none;overflow:hidden;text-overflow:ellipsis;white-space:nowrap;padding:0 .08rem;border-radius:.03rem;vertical-align:middle;outline:0;-webkit-tap-highlight-color:rgba(0,0,0,0);height:.3rem;line-height:.3rem}[data-pmd] .c-slink-new-strong:visited{color:#000}[data-pmd] .c-slink-new-strong:active{background-color:#e5e5e5}[data-pmd] .c-slink-auto{display:inline-block;max-width:100%;height:.3rem;line-height:.3rem;background-color:#f5f5f5;font-size:.14rem;color:#000;text-align:center;text-decoration:none;overflow:hidden;text-overflow:ellipsis;white-space:nowrap;padding:0 .1rem;border-radius:3px;vertical-align:middle;outline:0;-webkit-tap-highlight-color:rgba(0,0,0,0)}[data-pmd] .c-slink-auto:active{background-color:#e5e5e5}[data-pmd] .c-slink-auto:visited{color:#000}[data-pmd] .c-text{display:inline-block;height:14px;padding:0 2px;margin-bottom:2px;text-decoration:none;vertical-align:middle;color:#fff;font-size:10px;line-height:15px;font-style:normal;font-weight:400;overflow:hidden;border-radius:2px}[data-pmd] .c-text-danger{background-color:#f13f40}[data-pmd] .c-text-public{background-color:#2b99ff}[data-pmd] .c-text-box{display:inline-block;padding:1px 2px;margin-bottom:2px;text-decoration:none;vertical-align:middle;font-size:10px;line-height:11px;height:10px;font-style:normal;font-weight:400;overflow:hidden;-webkit-box-sizing:content-box;box-sizing:content-box;border-radius:2px}[data-pmd] .c-text-box-gray{color:#999;border:1px solid #e3e3e3}[data-pmd] .c-text-box-orange{color:#f60;border:1px solid #f3d9c5}[data-pmd] 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.c-btn-circle:active{color:#fff;background-color:rgba(0,0,0,.4)}[data-pmd] .c-btn-circle .c-icon{top:0;margin:0;display:block;font-size:14px;color:#fff}[data-pmd] .c-btn-circle-big{height:.3rem;width:.3rem;border-radius:50%;background-color:rgba(0,0,0,.4);border:0;padding:0;line-height:.3rem;text-align:center;vertical-align:middle;white-space:nowrap;height:.48rem;width:.48rem;line-height:.48rem;font-size:18px;color:#fff}[data-pmd] .c-btn-circle-big:active{color:#fff;background-color:rgba(0,0,0,.4)}[data-pmd] .c-btn-circle-big .c-icon{top:0;margin:0;display:block;font-size:14px;color:#fff}[data-pmd] .c-btn-circle-big .c-icon{font-size:24px}[data-pmd] .c-input{word-break:normal;word-wrap:normal;-webkit-appearance:none;appearance:none;display:inline-block;padding:0 .08rem;width:100%;height:.3rem;vertical-align:middle;line-height:normal;font-size:.14rem;color:#000;background-color:#fff;border:1px solid #eee;border-radius:1px;overflow:hidden;outline:0}[data-pmd] .c-input::-webkit-input-placeholder{color:#999;border-color:#eee}[data-pmd] .c-input:focus{border-color:#000}[data-pmd] .c-input:focus .c-icon{color:#dbdbdb}[data-pmd] .c-input:disabled{color:#999;border-color:#f1f1f1}[data-pmd] .c-dropdown{position:relative;background-color:#fff}[data-pmd] .c-dropdown::before{font-family:cicons;content:"\e73c";display:inline-block;position:absolute;bottom:0;right:.08rem;color:#555;font-size:.14rem;height:.3rem;line-height:.3rem}[data-pmd] .c-dropdown>label{display:block;color:#999;background-color:#fff;width:100%;height:.26rem}[data-pmd] .c-dropdown>select{word-break:normal;word-wrap:normal;position:relative;-webkit-appearance:none;appearance:none;display:inline-block;padding:0 .24rem 0 .08rem;width:100%;height:.3rem;vertical-align:middle;line-height:normal;font-size:.14rem;color:#000;background-color:transparent;border:1px solid #eee;border-radius:0;overflow:hidden;outline:0}[data-pmd] .c-dropdown>select:focus{border-color:#000}[data-pmd] 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c-text c-gap-left-small "></span></a></li><li class="hotsearch-item odd" data-index="2"><a class="title-content c-link c-font-medium c-line-clamp1" href="https://www.baidu.com/s?cl=3&tn=baidutop10&fr=top1000&wd=%E5%A5%B3%E5%AD%90%E9%80%A0%E8%B0%A3%E6%9D%AD%E5%B7%9E%E6%95%B2%E9%97%A8%E6%9D%80%E4%BA%BA%E6%A1%88%E8%A2%AB%E8%A1%8C%E6%8B%988%E6%97%A5&rsv_idx=2&rsv_dl=fyb_n_homepage&hisfilter=1" target="_blank"><span class="title-content-index c-index-single c-index-single-hot3">3</span><span class="title-content-title">女子造谣杭州敲门杀人案被行拘8日</span><span class="title-content-mark c-text c-gap-left-small "></span></a></li><li class="hotsearch-item even" data-index="5"><a class="title-content c-link c-font-medium c-line-clamp1" href="https://www.baidu.com/s?cl=3&tn=baidutop10&fr=top1000&wd=%E5%8D%8E%E8%8E%B1%E5%A3%AB%E5%9B%9E%E5%BA%94%E9%B8%A1%E5%9D%97%E6%8E%89%E5%9C%B0%E6%8D%A1%E8%B5%B7%E7%BB%A7%E7%BB%AD%E7%82%B8&rsv_idx=2&rsv_dl=fyb_n_homepage&hisfilter=1" target="_blank"><span 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12306模拟登录代码
- 因为需要点击,所以需要selenium,又因为需要验证码图片,但是src是空的需要另一个请求,但是我们不能再次requests请求,获得图片,因为图片会刷新,只能截图
- 使用selenium打开登录页面
- 对当前selenium打开的这张页面进行截图
- 对当前图片局部区域(验证码图片)进行裁剪
- 好处:将验证码图片和模拟登录进行一一对应
- 使用超级鹰识别验证码图片(坐标)
- 使用超级鹰识别验证码图片(坐标)
class Chaojiying_Client(object):
def __init__(self, username, password, soft_id):
self.username = username
password = password.encode('utf8')
self.password = md5(password).hexdigest()
self.soft_id = soft_id
self.base_params = {
'user': self.username,
'pass2': self.password,
'softid': self.soft_id,
}
self.headers = {
'Connection': 'Keep-Alive',
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36',
}
def PostPic(self, im, codetype):
"""
im: 图片字节
codetype: 题目类型 参考 http://www.chaojiying.com/price.html
"""
params = {
'codetype': codetype,
}
params.update(self.base_params)
files = {'userfile': ('ccc.jpg', im)}
r = requests.post('http://upload.chaojiying.net/Upload/Processing.php', data=params, files=files, headers=self.headers)
return r.json()
def ReportError(self, im_id):
"""
im_id:报错题目的图片ID
"""
params = {
'id': im_id,
}
params.update(self.base_params)
r = requests.post('http://upload.chaojiying.net/Upload/ReportError.php', data=params, headers=self.headers)
return r.json()
from selenium import webdriver
import time
from PIL import Image
from hashlib import md5
import requests
from selenium.webdriver import ActionChains
bro=webdriver.Chrome('D://迅雷下载/chromedriver.exe')
bro.get('https://kyfw.12306.cn/otn/resources/login.html')
time.sleep(2)#将页面全屏
btn=bro.find_element_by_xpath('/html/body/div[2]/div[2]/ul/li[2]/a')
btn.click()
##save_screenshot('yzm.png')对当前压面截图并且保存
bro.save_screenshot('aa.png')
##裁剪图片
##截取局部位置,需要获取局部坐标,通过页面信息来截取图片
code_img_ele=bro.find_element_by_xpath('//*[@id="J-loginImg"]')
location=code_img_ele.location #验证码图片左上角的坐标x,y
print(location)
size=code_img_ele.size# 验证码标签对应的长和宽
print(size)
rangle=(int(location['x'])*1.5,int(location['y'])*1.5,int(location['x']+size['width'])*1.5,int(location['y']+size['height'])*1.5)
##图片区域已经确定
i=Image.open('./aa.png')
code_img_name='./code.png'
##crop根据指定区域进行图片裁剪
frame=i.crop(rangle)
frame.save(code_img_name)
##对验证码图片进行解析
chaojiying = Chaojiying_Client('', '', '919750')
im = open('./code.png','rb').read()
code=chaojiying.PostPic(im, input('验证码类型'))['pic_str']#9004
print(code)
## 点击图片(滑动箭头并点击)
##action=ActionChains()
loc=[[eval(j) for j in i.split(',')] for i in code.split('|')]
print(loc)
##遍历列表使用动作链对每一个列表元素对应的x,y指定的位置进行点击操作
##拿到的坐标是基于截图的坐标,所以要把对象切到图片中
for i in loc:
x,y=i
x/=1.5
y/=1.5#注意这里还要重新除回去
ActionChains(bro).move_to_element_with_offset(code_img_ele,x,y).click().perform()
time.sleep(0.5)
time.sleep(10)
bro.quit()
{'x': 968, 'y': 292}
{'height': 188, 'width': 300}
验证码类型9004
79,134|177,216
[[79, 134], [177, 216]]
scrapy框架
-
什么是框架
- 就是一个集成了很多功能并且具有很强通用性的一个项目模版。
-
如何学习框架
- 专门学习框架封装的各种功能的详细用法。
-
什么是scrapy?
- 爬虫中封装好的一个明星框架
- 功能:
- 高性能的持久化存储
- 异步的数据下载
- 高性能的数据解析
- 分布式等
-
scrapy框架的基本使用
- scrapy环境安装
- Mac or linux:直接pip
- windows:
- pip install wheel:
- 下载Twisted
- 安装twisted
- pip install pywin32
- pip install scrapy 测试:在终端里录入scrapy指令,没有报错即表示安装成功
- 创建一个工程:scrapy startproject xxxpro,在终端中
- xxxpro
- spider
- 要去放置一个爬虫源文件
- __init__.py
- items.py
- middlewares.py
- pipelines.py
- settings.py
- 在设置项中默认robots协议存在,所以要把默认改为false
- 可以使用
scrapy crawl spiderName --nolog
**(不建议)**这样只会输出print信息 - 也可以在设置项中将log_level设置成‘ERROR’,这样直接使用原命令后只会输出错误信息+print信息
- USER_AGENT :设置头信息
- TIME_PIPELINES:设置管道信息,可以有多个键值对,键代表pipeline文件下定义的类,可以定义多个类对item进行处理,值代表管道优先级,值越小优先级越高,
- spider
- scrapy.cfg
- xxxpro
- 进到xxxpro文件下:
- 在spiders子目录中创建一个爬虫文件(在爬虫文件在添加爬虫代码,会自动有一部分代码)
- scrapy genspider spiderName www.xxx.com(起始url)
- 执行工程:(运行命令,开始执行)
- scrapy crawl spiderName
- scrapy环境安装
-
scrapy数据解析
-
scrapy持久化存储
- 必须把数据封装到一个返回值中,可以封装到字典中
- 基于终端指令
- 要求:只可以将parse方法的返回值存储到本地的文本文件中
- 注意:赤计划存储对应的文本文件的类型只可以为:‘json’,‘jsonlines’,‘jl’,‘csv’,‘xml’,‘pickle’
- 指令:scrapy crawl xxx -o filepath
- 好处:简洁高效便捷
- 缺点: 局限性(限定存储类型)
- 基于管道:(重点)
- 编码流程:
- 数据解析
- 在item类中定义相关的属性
- 将解析的数据封装存储到item类型的对象
- 将item类型的对象提交给管道进行持久化的存储
- 在管道类的process_item中将其接受到的item对象中存储的数据进行持久化存储操作
- 在配置文件中开启管道
- 好处
- 通用性强
- 面试题:将爬取到的数据一份存储到本地一份存储到数据库,如何实现
- 管道文件中一个类对应了将数据到一种平台
- 爬虫文件提供的item只会被管道文件中第一个被执行的管道类接受
- process_item中的item表示将item传递给下一个即将被执行的管道类
- 编码流程:
创建一个test文件,测试爬虫
## import scrapy
## class FirstSpider(scrapy.Spider):#
## #爬虫文件的名称:就是爬虫源文件的一个唯一标识
## name='first'
## #允许的域名,可以用来限定start_urls列表中哪些url可以进行请求发送
## #allowed_domains = ['www.baidu.com']一般不用,因为网站中还有图片,链接等网址
## #起始的url列表:该列表中存放的url会被scrapy自动进行请求的发送
## start_urls=['https://www.baidu.com/','https://www.sogou.com']
## #用作于数据解析:response参数表示的请求成功后对应的相应对象,
## def parse(self,response):
## print(response)
糗图百科爬取作者和段子-数据解析
## #新建一个糗图百科项目
## import scrapy
## class DuanziSpider(scrapy.Spider):
## name = 'duanzi'
## #allowed_domains = ['www.xxx.com']
## start_urls = ['https://www.qiushibaike.com/text/']
## def parse(self, response):
## #解析:作者的名称+段子内容
## #response可以直接调用xpath方法,但和原本etree的xpath不完全相同
## div_list=response.xpath('//div[@class="article block untagged mb15 typs_long"]')
## print(len(div_list))
## for div in div_list:
## #xpath返回的是列表,但是列表元素一定是Selector类型的对象
## #extract可以将Selector对象中data参数存储的字符串提取出来
## author=div.xpath('./div[1]/a[2]/h2/text()')[0].extract()
## #author=div.xpath('./div[1]/a[2]/h2/text()').extract_first()将第0个对象进行extract操作
## #如果列表调用了extract,则表示将类表中每一个Selector对象中data对应的字符串对象提取出来,列表类型
## duanzi=div.xpath('./a[1]/div/span/text()').extract()
## duanzi=''.join(duanzi)
## print(author,duanzi)
基于终端的存储
## #新建一个糗图百科项目
## import scrapy
## class DuanziSpider(scrapy.Spider):
## name = 'duanzi'
## #allowed_domains = ['www.xxx.com']
## start_urls = ['https://www.qiushibaike.com/text/']
## def parse(self, response):
## #解析:作者的名称+段子内容
## #response可以直接调用xpath方法,但和原本etree的xpath不完全相同
## div_list=response.xpath('//div[@class="col1 old-style-col1"]/div')#这样书写能返回所有的div
## #print(len(div_list))
## all_data=[]
## for div in div_list:
## #xpath返回的是列表,但是列表元素一定是Selector类型的对象
## #extract可以将Selector对象中data参数存储的字符串提取出来
## author=div.xpath('./div[1]/a[2]/h2/text()')[0].extract()
## #author=div.xpath('./div[1]/a[2]/h2/text()').extract_first()将第0个对象进行extract操作
## #如果列表调用了extract,则表示将类表中每一个Selector对象中data对应的字符串对象提取出来,列表类型
## duanzi=div.xpath('./a[1]/div/span/text()').extract()
## duanzi=''.join(duanzi)
## dic={
## 'author':author,
## 'duanzi':duanzi
## }
## all_data.append(dic)
## #print(author,duanzi)
## return all_data
基于管道的存储
item
利用scrapy的Filed方法来声明该item有哪些属性
import scrapy
class QiutubaikeItem(scrapy.Item):
# define the fields for your item here like:
# name = scrapy.Field()
author=scrapy.Field()
duanzi=scrapy.Field()
然后在pipeline中可以以字典的形式给item赋值
管道pipeline
## from itemadapter import ItemAdapter
## class QiutubaikePipeline:
## fp=None
## #重写父类的一个方法L该方法只在开始爬虫的时候被调用一次
## def open_spider(self,spider):
## print('开始爬虫....')
## self.fp=open('./qiubai.txt','w',encoding='utf-8')
## #该方法用来处理item类型对象
## # 该方法可以接受爬虫文件提交过来的item对象
## # 该方法没接收到一个item就会被调用一次
## def process_item(self, item, spider):
## author=item['author']
## duanzi=item['duanzi']
## self.fp.write(author+':'+duanzi+'\n')
## return item
## def close_spider(self,spider):
## print('结束爬虫!')
## self.fp.close()
下一个管道的item来源于上一个item的返回值,所以要return item
## #将数据一份存到本地一份数据库
## import pymysql
## class mysqlPipeline():
## conn=None
## cursor=None
## def open_spider(self,spider):
## self.conn=pymysql.Connect(host='localhost',port=3306,user='root',password='',db='qiubai',charset='utf8')
## def process_item(self,item,spider):
## self.cursor=self.conn.cursor()
## try:
## self.cursor.execute('insert into qiubai values("%s","%s")'%(item["author"],item["duanzi"]))
## self.conn.commit()
## except Exception as e:
## print(e)
## self.conn.rollback()
## return item
## def close_spider(self,spider):
## self.cursor.close()
## self.conn.close()
scrapy全站数据爬取
- 基于Spider的全站数据爬取
- 就是将网站中某板块下的全部页码对应的页面数据进行爬取
- 自行手动进行请求发送(推荐实现)
- 手动发送请求:
- yield scrapy.Requests(url,callback):callback专门用于数据解析
- 手动发送请求:
## import scrapy
## class ImgSpider(scrapy.Spider):
## name = 'img'
## #allowed_domains = ['www.xxx.com']
## start_urls = ['https://www.duitang.com/blogs/tag/?name=%E3%80%82iu%E5%9B%BE%E7%89%87']
## self.url='https://www.duitang.com/blogs/tag/?name=%E3%80%82iu%E5%9B%BE%E7%89%87#!hot-p%d'
## self.page=2
## self.num=1
## def parse(self, response):
## div_list=response.xpath('//*[@id="woo-holder"]/div[1]/div[2]/div')
## for div in div_list:
## url_img=div.xpath('./div/div/a/img/@src')
## title='iu'+str(self.num)
## self.num+=1
## if self.page<=5:
## new_url=format(self.url%self.page)
## #手动请求发送,callback回调函数是专门用于数据解析
## yield scrapy.Requests(url=new_url,callback=self.parse)
5大核心组件
- 实例,方法等是怎么调用的
- Spider:
- 爬虫类
- 产生url,起始url,请求发送
- xpath数据解析
- 封装成请求对象
- 引擎给Spider response,parse方法可以解析
- 爬虫类
- 引擎:
- 接受Spider的请求对象
- 调度器从队列中调度请求对象给引擎,引擎发给下载器
- 调度器
- 接受引擎发送过来的请求对象
- 过滤器:去除重复请求对象,存在队列中
- 队列:之封装了url,但是还没有请求
- 下载器:
- 下载,response给引擎
- 管道:
- 解析完封装到item,item给引擎,引擎给管道,管道接受后持久化存储 引擎是数据流处理,可以触发事务
请求传参
在发起请求的时候传递参数
- 使用场景:
- 爬取解析的数据不再同一张页面中。(深度爬取)
- 需求:爬取boss的岗位名称,岗位描述
- 首先是总页面,有很多招聘的岗位,我们可以直接获得岗位信息,但是当我们要获得详细信息时,必须点进去
- 我们需要先获得详情页的url,然后手动发送请求,定义新函数来接受该url的response
- 请求传参是指在在一个函数中手动请求发送时,将某些数据存放在meta字典中,一并发送给回调函数
## #文件夹为Boss,Job为爬虫文件
## from Boss.item import JobItem,
## class JobSpider(scrapy.spider):
## start_urls=['aaa.com']
## def parse(self,response):
## job=response.xpath('string')
## desc_url='string'
## item=JobItem()
## item['job']=job
## yield scrapy.Request(desc_url,callback=self.desc_parse,meta={'item':item})
## def desc_parse(self,response):
## item=response.meta['item']
## job_desc=response.xpath('string')
## item['desc']=job_desc
## yield item
## #分页操作
## #文件夹为Boss,Job为爬虫文件
## from Boss.item import JobItem,
## class JobSpider(scrapy.spider):
## start_urls=['aaa.com']
## self.page_num=1
## def parse(self,response):
## job=response.xpath('string')
## desc_url='string'
## item=JobItem()
## item['job']=job
## yield scrapy.Request(desc_url,callback=self.desc_parse,meta={'item':item})
## #分页操作
## if self.page_num<=5:
## url='string'
## self.page_num+=1
## yield scrapy.Request(url,callback=self.parse)
## def desc_parse(self,response):
## item=response.meta['item']
## job_desc=response.xpath('string')
## item['desc']=job_desc
## yield item
图片数据爬取之ImagesPipeline
- 基于scrapy爬取字符串类型的数据和爬取图片类型的数据区别
- 字符串:只需要基于xpath进行解析且提交管道进行持久化存储
- 图片:xpath解析出图片src的属性值,单独的对图片地址发起请求获取图片二进制类型的数据
- ImagesPipeline只要给与图片地址,会自动下载图片的二进制数据
- 只需要将img的src的属性值进行解析,提交到管道,管道聚会对图片的src进行请求发送并会下载图片的二进制数据
- 使用流程
- 数据解析(图片的地址)
- 将存储图片地址的item提交到制定的管道类
- 在管道文件下定义一个自己的ImagesPipeLine继承类
- get_media_request
- file_path
- item_completed
- 在配置文件中:
- 指定图片存储的目录:IMAGES_STORE=’./iu图片’
- 指定开启的管道:自定制的管道类
## import scrapy
## from iu.items import IuItem
## class ImgSpider(scrapy.Spider):
## name = 'img'
## #allowed_domains = ['www.xxx.com']
## start_urls = ['https://www.duitang.com/blogs/tag/?name=%E3%80%82iu%E5%9B%BE%E7%89%87']
## self.url='https://www.duitang.com/blogs/tag/?name=%E3%80%82iu%E5%9B%BE%E7%89%87#!hot-p%d'
## self.page=2
## self.num=1
## def parse(self, response):
## div_list=response.xpath('//*[@id="woo-holder"]/div[1]/div[2]/div')
## item=IuItem()
## for div in div_list:
## url_img=div.xpath('./div/div/a/img/@src').extract()
## title='iu'+str(self.num)
## self.num+=1
## item['title']=title
## item['url_img']=url_img
## yield item
## if self.page<=5:
## new_url=format(self.url%self.page)
## #手动请求发送,callback回调函数是专门用于数据解析
## yield scrapy.Requests(url=new_url,callback=self.parse)
## from scrapy.pipelines.images import ImagesPipeline
## import scrapy
## class imgsPileLine(ImagesPipeline):
## def get_media_requests(self,item,info):
## self.title=item['title']
## yield scrapy.Request(item['url_img'])
## def file_path(self,request,response=None,info=None):
## imgName=self.title
## return imgName
## def item_completed(self,results,item,info):
## return item#返回给下一个管道
import requests
from lxml import etree
url='https://www.duitang.com/napi/blog/list/by_tag/?tag=%E3%80%82iu%E5%9B%BE%E7%89%87&include_fields=top_comments%2Cis_root%2Csource_link%2Citem%2Cbuyable%2Croot_id%2Cstatus%2Clike_count%2Csender%2Calbum&limit=24&start=264&_=1626656957430'
headers={'User-Agent':'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36'}
data=requests.get(url,headers=headers).json()
print(data)
{'status': 1, 'data': {'total': 10000, 'next_start': 288, 'object_list': [{'album': {'id': 56788982, 'name': 'idol', 'count': 775, 'category': 0, 'covers': ['https://c-ssl.duitang.com/uploads/item/201807/21/20180721103302_savxi.jpg'], 'tags': [], 'status': 0, 'like_count': 486, 'actived_at': 0, 'favorite_count': 597, 'favorite_id': 0, 'visit_count': 0}, 'photo': {'width': 580, 'height': 773, 'path': 'https://c-ssl.duitang.com/uploads/item/201409/21/20140921194909_VPrei.jpeg', 'size': 60551, 'file_type_code': 0}, 'msg': 'IU', 'id': 208368347, 'sender': {'id': 2307033, 'username': 'heziwei0801', 'avatar': 'https://c-ssl.duitang.com/uploads/people/201403/15/20140315224123_EVzJm.jpeg', 'identity': ['normal'], 'is_certify_user': False}, 'buyable': 0, 'tags': [], 'status': 0, 'is_root': 1, 'reply_count': 0, 'source_link': '', 'icon_url': '', 'sender_id': 2307033, 'like_count': 24, 'favorite_count': 315, 'extra_type': 'PICTURE', 'top_comments': {'more': 0, 'object_list': [{'id': 21078283, 'content': 'dd', 'sender': {'id': 20623342, 'username': '恸-W', 'avatar': 'https://c-ssl.duitang.com/uploads/people/201907/28/20190728114719_2vCBe.jpeg', 'is_certify_user': False}, 'status': 0, 'add_datetime': '2019-07-28 11:59:09', 'add_datetime_str': '2019年7月28日 11:59', 'add_datetime_pretty': '1年前', 'add_datetime_ts': 1564286349, 'status_str': 'normal'}, {'id': 6553355, 'content': 'IU', 'sender': {'id': 2616181, 'username': '走向你阿', 'avatar': 'https://c-ssl.duitang.com/uploads/people/201705/24/20170524192334_dQfaS.jpeg', 'is_certify_user': False}, 'status': 0, 'add_datetime': '2015-05-24 11:05:35', 'add_datetime_str': '2015年5月24日 11:05', 'add_datetime_pretty': '6年前', 'add_datetime_ts': 1432436735, 'status_str': 'normal'}], 'next_start': 2}, 'root_blog_id': 208368347, 'is_certify_user': False, 'short_video': False}, {'album': {'id': 75076530, 'name': 'IU ❥', 'count': 4620, 'category': 0, 'covers': ['https://c-ssl.duitang.com/uploads/blog/202009/29/20200929161603_ef3bd.jpg'], 'tags': [], 'status': 0, 'like_count': 2812, 'actived_at': 0, 'favorite_count': 7361, 'favorite_id': 0, 'visit_count': 0}, 'photo': {'width': 1200, 'height': 2061, 'path': 'https://c-ssl.duitang.com/uploads/item/201704/24/20170424115141_eSiau.jpeg', 'size': 611408, 'file_type_code': 0}, 'msg': 'IU ❥', 'id': 744010679, 'sender': {'id': 6090383, 'username': 'yaeyeon_SS', 'avatar': 'https://c-ssl.duitang.com/uploads/people/201801/12/20180112102107_r5Vmy.jpeg', 'identity': ['normal'], 'is_certify_user': False}, 'buyable': 0, 'tags': [], 'status': 0, 'is_root': 1, 'reply_count': 0, 'source_link': '', 'icon_url': '', 'sender_id': 6090383, 'like_count': 24, 'favorite_count': 277, 'extra_type': 'PICTURE', 'top_comments': {'more': 0, 'object_list': [{'id': 22525070, 'content': 'dd', 'sender': {'id': 23459899, 'username': '沈華', 'avatar': 'https://c-ssl.duitang.com/uploads/people/202008/04/20200804115237_fYwPa.png', 'is_certify_user': False}, 'status': 0, 'add_datetime': '2020-03-05 20:07:25', 'add_datetime_str': '2020年3月5日 20:07', 'add_datetime_pretty': '1年前', 'add_datetime_ts': 1583410045, 'status_str': 'normal'}], 'next_start': 1}, 'root_blog_id': 744010679, 'is_certify_user': False, 'short_video': False}, {'album': {'id': 75076530, 'name': 'IU ❥', 'count': 4620, 'category': 0, 'covers': ['https://c-ssl.duitang.com/uploads/blog/202009/29/20200929161603_ef3bd.jpg'], 'tags': [], 'status': 0, 'like_count': 2812, 'actived_at': 0, 'favorite_count': 7361, 'favorite_id': 0, 'visit_count': 0}, 'photo': {'width': 1200, 'height': 1200, 'path': 'https://c-ssl.duitang.com/uploads/item/201709/13/20170913230630_axkwL.jpeg', 'size': 305853, 'file_type_code': 0}, 'msg': 'IU ❥', 'id': 820780818, 'sender': {'id': 6090383, 'username': 'yaeyeon_SS', 'avatar': 'https://c-ssl.duitang.com/uploads/people/201801/12/20180112102107_r5Vmy.jpeg', 'identity': ['normal'], 'is_certify_user': False}, 'buyable': 0, 'tags': [], 'status': 0, 'is_root': 1, 'reply_count': 0, 'source_link': '', 'icon_url': '', 'sender_id': 6090383, 'like_count': 16, 'favorite_count': 123, 'extra_type': 'PICTURE', 'top_comments': {'more': 0, 'object_list': [], 'next_start': 0}, 'root_blog_id': 820780818, 'is_certify_user': False, 'short_video': False}, {'album': {'id': 75076530, 'name': 'IU ❥', 'count': 4620, 'category': 0, 'covers': ['https://c-ssl.duitang.com/uploads/blog/202009/29/20200929161603_ef3bd.jpg'], 'tags': [], 'status': 0, 'like_count': 2812, 'actived_at': 0, 'favorite_count': 7361, 'favorite_id': 0, 'visit_count': 0}, 'photo': {'width': 1200, 'height': 1599, 'path': 'https://c-ssl.duitang.com/uploads/item/201706/06/20170606213340_ifN2j.jpeg', 'size': 527578, 'file_type_code': 0}, 'msg': 'IU ', 'id': 763905476, 'sender': {'id': 6090383, 'username': 'yaeyeon_SS', 'avatar': 'https://c-ssl.duitang.com/uploads/people/201801/12/20180112102107_r5Vmy.jpeg', 'identity': ['normal'], 'is_certify_user': False}, 'buyable': 0, 'tags': [], 'status': 0, 'is_root': 1, 'reply_count': 0, 'source_link': '', 'icon_url': '', 'sender_id': 6090383, 'like_count': 34, 'favorite_count': 390, 'extra_type': 'PICTURE', 'top_comments': {'more': 0, 'object_list': [{'id': 22525084, 'content': 'dd', 'sender': {'id': 23459899, 'username': '沈華', 'avatar': 'https://c-ssl.duitang.com/uploads/people/202008/04/20200804115237_fYwPa.png', 'is_certify_user': False}, 'status': 0, 'add_datetime': '2020-03-05 20:08:19', 'add_datetime_str': '2020年3月5日 20:08', 'add_datetime_pretty': '1年前', 'add_datetime_ts': 1583410099, 'status_str': 'normal'}, {'id': 22436991, 'content': 'dd', 'sender': {'id': 20855453, 'username': '阿介不高冷', 'avatar': 'https://c-ssl.duitang.com/uploads/people/201908/17/20190817073842_NHMhT.jpeg', 'is_certify_user': False}, 'status': 0, 'add_datetime': '2020-02-29 23:04:48', 'add_datetime_str': '2020年2月29日 23:04', 'add_datetime_pretty': '1年前', 'add_datetime_ts': 1582988688, 'status_str': 'normal'}], 'next_start': 2}, 'root_blog_id': 763905476, 'is_certify_user': False, 'short_video': False}, {'album': {'id': 75076530, 'name': 'IU ❥', 'count': 4620, 'category': 0, 'covers': ['https://c-ssl.duitang.com/uploads/blog/202009/29/20200929161603_ef3bd.jpg'], 'tags': [], 'status': 0, 'like_count': 2812, 'actived_at': 0, 'favorite_count': 7361, 'favorite_id': 0, 'visit_count': 0}, 'photo': {'width': 1200, 'height': 1200, 'path': 'https://c-ssl.duitang.com/uploads/item/201702/20/20170220201103_urcKN.jpeg', 'size': 264078, 'file_type_code': 0}, 'msg': 'IU ', 'id': 714960004, 'sender': {'id': 6090383, 'username': 'yaeyeon_SS', 'avatar': 'https://c-ssl.duitang.com/uploads/people/201801/12/20180112102107_r5Vmy.jpeg', 'identity': ['normal'], 'is_certify_user': False}, 'buyable': 0, 'tags': [], 'status': 0, 'is_root': 1, 'reply_count': 0, 'source_link': '', 'icon_url': '', 'sender_id': 6090383, 'like_count': 29, 'favorite_count': 260, 'extra_type': 'PICTURE', 'top_comments': {'more': 0, 'object_list': [], 'next_start': 0}, 'root_blog_id': 714960004, 'is_certify_user': False, 'short_video': False}, {'album': {'id': 52546903, 'name': 'IU', 'count': 1356, 'category': 0, 'covers': ['https://c-ssl.duitang.com/uploads/item/202007/22/20200722172031_vhiis.jpg'], 'tags': [], 'status': 0, 'like_count': 944, 'actived_at': 0, 'favorite_count': 1669, 'favorite_id': 0, 'visit_count': 0}, 'photo': {'width': 1200, 'height': 2711, 'path': 'https://c-ssl.duitang.com/uploads/item/201505/30/20150530182106_zn4Fa.jpeg', 'size': 720754, 'file_type_code': 0}, 'msg': '#IU', 'id': 373508869, 'sender': {'id': 1390020, 'username': '啊1u', 'avatar': 'https://c-ssl.duitang.com/uploads/people/202005/28/20200528192714_k8aAy.jpeg', 'identity': ['normal'], 'is_certify_user': False}, 'buyable': 0, 'tags': [], 'status': 0, 'is_root': 1, 'reply_count': 0, 'source_link': '', 'icon_url': '', 'sender_id': 1390020, 'like_count': 24, 'favorite_count': 185, 'extra_type': 'PICTURE', 'top_comments': {'more': 0, 'object_list': [{'id': 8219272, 'content': '这是什么时候的节目啊?', 'sender': {'id': 12790479, 'username': '曲初尘', 'avatar': 'https://c-ssl.duitang.com/uploads/people/201805/10/20180510223622_fcEBF.jpeg', 'is_certify_user': False}, 'status': 0, 'add_datetime': '2017-05-28 15:13:18', 'add_datetime_str': '2017年5月28日 15:13', 'add_datetime_pretty': '4年前', 'add_datetime_ts': 1495955598, 'status_str': 'normal'}, {'id': 8313241, 'content': '是电视剧 制作人 大概前两年的吧', 'sender': {'id': 1390020, 'username': '啊1u', 'avatar': 'https://c-ssl.duitang.com/uploads/people/202005/28/20200528192714_k8aAy.jpeg', 'is_certify_user': False}, 'recipient': {'id': 12790479, 'username': '曲初尘', 'avatar': '', 'is_certify_user': False}, 'status': 0, 'add_datetime': '2017-07-17 22:34:51', 'add_datetime_str': '2017年7月17日 22:34', 'add_datetime_pretty': '4年前', 'add_datetime_ts': 1500302091, 'status_str': 'normal'}], 'next_start': 1}, 'root_blog_id': 373508869, 'is_certify_user': False, 'short_video': False}, {'album': {'id': 56788982, 'name': 'idol', 'count': 775, 'category': 0, 'covers': ['https://c-ssl.duitang.com/uploads/item/201807/21/20180721103302_savxi.jpg'], 'tags': [], 'status': 0, 'like_count': 486, 'actived_at': 0, 'favorite_count': 597, 'favorite_id': 0, 'visit_count': 0}, 'photo': {'width': 640, 'height': 1136, 'path': 'https://c-ssl.duitang.com/uploads/item/201412/25/20141225194947_V48EC.jpeg', 'size': 101617, 'file_type_code': 0}, 'msg': 'iu', 'id': 269082176, 'sender': {'id': 2307033, 'username': 'heziwei0801', 'avatar': 'https://c-ssl.duitang.com/uploads/people/201403/15/20140315224123_EVzJm.jpeg', 'identity': ['normal'], 'is_certify_user': False}, 'buyable': 0, 'tags': [], 'status': 0, 'is_root': 1, 'reply_count': 0, 'source_link': '', 'icon_url': '', 'sender_id': 2307033, 'like_count': 9, 'favorite_count': 540, 'extra_type': 'PICTURE', 'top_comments': {'more': 0, 'object_list': [{'id': 6647562, 'content': '是画的吗', 'sender': {'id': 3877396, 'username': 'zd星', 'avatar': 'https://c-ssl.duitang.com/uploads/blog/201411/13/20141113220525_aRnat.jpeg', 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'add_datetime': '2021-07-05 11:32:47', 'add_datetime_str': '7月5日 11:32', 'add_datetime_pretty': '13天前', 'add_datetime_ts': 1625455967, 'status_str': 'normal'}], 'next_start': 3}, 'root_blog_id': 1308519049, 'is_certify_user': False, 'short_video': False}, {'album': {'id': 75076530, 'name': 'IU ❥', 'count': 4620, 'category': 0, 'covers': ['https://c-ssl.duitang.com/uploads/blog/202009/29/20200929161603_ef3bd.jpg'], 'tags': [], 'status': 0, 'like_count': 2812, 'actived_at': 0, 'favorite_count': 7361, 'favorite_id': 0, 'visit_count': 0}, 'photo': {'width': 1080, 'height': 1080, 'path': 'https://c-ssl.duitang.com/uploads/item/201902/10/20190210202755_boxww.jpg', 'size': 125182, 'file_type_code': 0}, 'msg': 'IU ', 'id': 1057654103, 'sender': {'id': 6090383, 'username': 'yaeyeon_SS', 'avatar': 'https://c-ssl.duitang.com/uploads/people/201801/12/20180112102107_r5Vmy.jpeg', 'identity': ['normal'], 'is_certify_user': False}, 'buyable': 0, 'tags': [], 'status': 0, 'is_root': 1, 'reply_count': 0, 'source_link': '', 'icon_url': '', 'sender_id': 6090383, 'like_count': 14, 'favorite_count': 60, 'extra_type': 'PICTURE', 'top_comments': {'more': 0, 'object_list': [{'id': 21622239, 'content': '可爱', 'sender': {'id': 21674043, 'username': '娜娜不依', 'avatar': 'https://c-ssl.duitang.com/uploads/people/201912/01/20191201153746_dF85B.jpeg', 'is_certify_user': False}, 'status': 0, 'add_datetime': '2019-12-01 15:48:26', 'add_datetime_str': '2019年12月1日 15:48', 'add_datetime_pretty': '1年前', 'add_datetime_ts': 1575186506, 'status_str': 'normal'}, {'id': 21508873, 'content': 'dd', 'sender': {'id': 21155575, 'username': '江肆悦_tin', 'avatar': 'https://c-ssl.duitang.com/uploads/people/202010/07/20201007134457_PnRUi.jpeg', 'is_certify_user': False}, 'status': 0, 'add_datetime': '2019-11-01 19:26:52', 'add_datetime_str': '2019年11月1日 19:26', 'add_datetime_pretty': '1年前', 'add_datetime_ts': 1572607612, 'status_str': 'normal'}, {'id': 20870567, 'content': '和IU站过同一个地方,只不过我是打着太阳伞,极其不耐烦的等着同学找我,然后热得汗流浃背', 'sender': {'id': 17790258, 'username': '奶年_', 'avatar': 'https://c-ssl.duitang.com/uploads/people/201902/03/20190203104122_EhfiZ.jpeg', 'is_certify_user': False}, 'status': 0, 'add_datetime': '2019-05-16 08:20:01', 'add_datetime_str': '2019年5月16日 8:20', 'add_datetime_pretty': '2年前', 'add_datetime_ts': 1557966001, 'status_str': 'normal'}], 'next_start': 3}, 'root_blog_id': 1057654103, 'is_certify_user': False, 'short_video': False}, {'album': {'id': 342056, 'name': '♪ 女生们的·短发梦', 'count': 286, 'category': 0, 'covers': ['https://c-ssl.duitang.com/uploads/item/201405/11/20140511000824_U5fhE.jpeg'], 'tags': [], 'status': 0, 'like_count': 4614, 'actived_at': 0, 'favorite_count': 4451, 'favorite_id': 0, 'visit_count': 0}, 'photo': {'width': 666, 'height': 1000, 'path': 'https://c-ssl.duitang.com/uploads/item/201401/08/20140108181132_sRtWy.jpeg', 'size': 133895, 'file_type_code': 0}, 'msg': 'iu', 'id': 113720775, 'sender': {'id': 261016, 'username': '虹少', 'avatar': 'https://c-ssl.duitang.com/uploads/people/201201/02/20120102205425_twnTE.jpg', 'identity': ['normal'], 'is_certify_user': False}, 'buyable': 0, 'tags': [], 'status': 0, 'is_root': 1, 'reply_count': 0, 'source_link': '', 'icon_url': '', 'sender_id': 261016, 'like_count': 17, 'favorite_count': 377, 'extra_type': 'PICTURE', 'top_comments': {'more': 0, 'object_list': [], 'next_start': 0}, 'root_blog_id': 113720775, 'is_certify_user': False, 'short_video': False}, {'album': {'id': 97601767, 'name': 'IU', 'count': 1753, 'category': 0, 'covers': ['https://c-ssl.duitang.com/uploads/blog/202101/02/20210102021844_4a731.jpg'], 'tags': [], 'status': 0, 'like_count': 73, 'actived_at': 0, 'favorite_count': 217, 'favorite_id': 0, 'visit_count': 0}, 'photo': {'width': 1080, 'height': 2160, 'path': 'https://c-ssl.duitang.com/uploads/blog/202012/16/20201216011249_e8058.jpg', 'size': 363723, 'file_type_code': 0}, 'msg': 'IU', 'id': 1311939723, 'sender': {'id': 13532634, 'username': '壹五得五', 'avatar': 'https://c-ssl.duitang.com/uploads/people/202001/28/20200128105156_iZwMF.gif', 'identity': ['normal'], 'is_certify_user': False}, 'buyable': 0, 'tags': [], 'status': 0, 'is_root': 1, 'reply_count': 0, 'source_link': '', 'icon_url': '', 'sender_id': 13532634, 'like_count': 14, 'favorite_count': 107, 'extra_type': 'PICTURE', 'top_comments': {'more': 0, 'object_list': [{'id': 27082958, 'content': 'dd', 'sender': {'id': 23418511, 'username': '那颗小行星是你', 'avatar': 'https://c-ssl.duitang.com/uploads/avatar/202105/15/20210515201343_7763e.jpg', 'is_certify_user': False}, 'status': 0, 'add_datetime': '2021-06-07 22:20:20', 'add_datetime_str': '6月7日 22:20', 'add_datetime_pretty': '1个月前', 'add_datetime_ts': 1623075620, 'status_str': 'normal'}], 'next_start': 1}, 'root_blog_id': 1311939723, 'is_certify_user': False, 'short_video': False}, {'album': {'id': 81876023, 'name': '头像&表情包', 'count': 149, 'category': 0, 'covers': ['https://c-ssl.duitang.com/uploads/blog/202107/08/20210708084508_f380c.jpg'], 'tags': [], 'status': 0, 'like_count': 5, 'actived_at': 0, 'favorite_count': 11, 'favorite_id': 0, 'visit_count': 0}, 'photo': {'width': 672, 'height': 672, 'path': 'https://c-ssl.duitang.com/uploads/item/201911/29/20191129111402_qacnl.jpg', 'size': 334937, 'file_type_code': 0}, 'msg': 'iu', 'id': 1159140814, 'sender': {'id': 3300010, 'username': '-旅人与梦', 'avatar': 'https://c-ssl.duitang.com/uploads/people/201810/24/20181024141338_XGAEd.jpeg', 'identity': ['normal'], 'is_certify_user': False}, 'buyable': 0, 'tags': [], 'status': 0, 'is_root': 1, 'reply_count': 0, 'source_link': '', 'icon_url': '', 'sender_id': 3300010, 'like_count': 23, 'favorite_count': 97, 'extra_type': 'PICTURE', 'top_comments': {'more': 0, 'object_list': [{'id': 26643762, 'content': 'dd', 'sender': {'id': 22816537, 'username': '弈颜颜', 'avatar': 'https://c-ssl.duitang.com/uploads/people/202001/18/20200118202139_BdcAF.jpeg', 'is_certify_user': False}, 'status': 0, 'add_datetime': '2021-03-19 18:26:19', 'add_datetime_str': '3月19日 18:26', 'add_datetime_pretty': '4个月前', 'add_datetime_ts': 1616149579, 'status_str': 'normal'}, {'id': 25512104, 'content': 'dd', 'sender': {'id': 21036568, 'username': '深思小朋友', 'avatar': 'https://c-ssl.duitang.com/uploads/avatar/202101/30/20210130225702_0f2f5.jpg', 'is_certify_user': False}, 'status': 0, 'add_datetime': '2020-09-09 08:41:46', 'add_datetime_str': '2020年9月9日 8:41', 'add_datetime_pretty': '10个月前', 'add_datetime_ts': 1599612106, 'status_str': 'normal'}], 'next_start': 2}, 'root_blog_id': 1159140814, 'is_certify_user': False, 'short_video': False}, {'album': {'id': 85690958, 'name': 'IU', 'count': 815, 'category': 0, 'covers': ['https://c-ssl.duitang.com/uploads/blog/202106/23/20210623121715_65cf6.jpeg'], 'tags': [], 'status': 0, 'like_count': 184, 'actived_at': 0, 'favorite_count': 545, 'favorite_id': 0, 'visit_count': 0}, 'photo': {'width': 1600, 'height': 1598, 'path': 'https://c-ssl.duitang.com/uploads/item/202002/25/20200225185959_z5QNN.jpeg', 'size': 777827, 'file_type_code': 0}, 'msg': '//IU', 'id': 1196772915, 'sender': {'id': 15672756, 'username': '风起追月', 'avatar': 'https://c-ssl.duitang.com/uploads/people/202008/12/20200812235953_mejvi.jpeg', 'identity': ['normal'], 'is_certify_user': False}, 'buyable': 0, 'tags': [], 'status': 0, 'is_root': 1, 'reply_count': 0, 'source_link': '', 'icon_url': '', 'sender_id': 15672756, 'like_count': 4, 'favorite_count': 122, 'extra_type': 'PICTURE', 'top_comments': {'more': 0, 'object_list': [{'id': 26154909, 'content': 'dd', 'sender': {'id': 19411060, 'username': '许玖_甜磕', 'avatar': 'https://c-ssl.duitang.com/uploads/people/202001/19/20200119233533_njrzP.jpeg', 'is_certify_user': False}, 'status': 0, 'add_datetime': '2021-01-11 00:29:23', 'add_datetime_str': '1月11日 0:29', 'add_datetime_pretty': '6个月前', 'add_datetime_ts': 1610296163, 'status_str': 'normal'}, {'id': 26114246, 'content': '礼貌抱图,可以二改嘛', 'sender': {'id': 26120357, 'username': '樱花卷饼兔', 'avatar': 'https://c-ssl.duitang.com/uploads/avatar/202011/30/20201130221214_afbcb.jpg', 'is_certify_user': False}, 'status': 0, 'add_datetime': '2021-01-01 23:06:49', 'add_datetime_str': '1月1日 23:06', 'add_datetime_pretty': '6个月前', 'add_datetime_ts': 1609513609, 'status_str': 'normal'}, {'id': 26091796, 'content': 'dd', 'sender': {'id': 18997497, 'username': 'Luyiq7', 'avatar': 'https://c-ssl.duitang.com/uploads/people/202005/05/20200505142029_CHE5k.jpeg', 'is_certify_user': False}, 'status': 0, 'add_datetime': '2020-12-26 22:50:31', 'add_datetime_str': '2020年12月26日 22:50', 'add_datetime_pretty': '6个月前', 'add_datetime_ts': 1608994231, 'status_str': 'normal'}], 'next_start': 3}, 'root_blog_id': 1196772915, 'is_certify_user': False, 'short_video': False}], 'more': 1}}
for i in data['data']['object_list']:
print(i['album']['id'])
56788982
75076530
75076530
75076530
75076530
52546903
56788982
56923070
76511799
75076530
95333528
89818602
56923070
1192356
97693915
90350852
97693915
93427159
104356331
75076530
342056
97601767
81876023
85690958
import requests
from lxml import etree
url='https://www.duitang.com/blogs/tag/?name=%E3%80%82iu%E5%9B%BE%E7%89%87#!hot'
headers={'User-Agent':'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/86.0.4240.75 Safari/537.36'}
page_text=requests.get(url,headers=headers).text
print(page_text)
tree=etree.HTML(page_text)
url_detail=tree.xpath('//a[@class="a"]/img/@src)
print(url_detail)
<!doctype html>
<html>
<head>
<meta charset="utf-8" />
<meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1"/>
<meta property="wb:webmaster" content="973d669418f79e8b" />
<meta name="format-detection" content="telephone=no">
<meta name="applicable-device" content="pc">
<meta name="shenma-site-verification" content="91438da4abf1862363ff00d12a8bc25f_1598588503"/>
<title>。iu图片 - 堆糖,美图壁纸兴趣社区</title>
<meta name="keywords" content="。iu图片,图片" />
<meta name="description" content="。iu图片图片、。iu图片高清图片,堆糖精选最新。iu图片图片大全,一键收藏免费下载。" />
<link href="https://c-ssl.duitang.com/uploads/icons/duitang_favicon.ico" rel="SHORTCUT ICON" />
<link rel="stylesheet" type="text/css" href="//a.dtstatic.com/static/vienna/css/lib.b0c1f224.css">
<link href="//a.dtstatic.com/static/vienna/css/page/direction/category.e9c24492.css" rel="stylesheet" />
<script type="text/javascript">
var USER = {},
BIND_SITES = {};
USER.ID = 0;
USER.username = '';
USER.smallAvatar = '';
USER.isCertifyUser = false;
</script><script>
var _hmt = _hmt || [];
(function() {
var hm = document.createElement("script");
hm.src = "//hm.baidu.com/hm.js?d8276dcc8bdfef6bb9d5bc9e3bcfcaf4";
var s = document.getElementsByTagName("script")[0];
s.parentNode.insertBefore(hm, s);
})();
</script>
<script src="//a.dtstatic.com/static/vienna/js/lib.bundle.201a2679.js" ></script>
</head>
<body>
<div id="header">
<div id="header-wrap">
<div id="dt-header">
<div class="dt-wrap">
<a id="dt-logo" href="/">堆糖</a>
<div id="dt-nav">
<div id="dt-nav-btn">
分类 <i></i>
</div>
<div id="dt-nav-content" class="clr">
<div id="dt-nav-top">
<div class="dt-nav-group">
<a class="dt-nav-hot-link" href="/topics/">
热门推荐<i></i>
</a>
<a class="dt-nav-new-link" href="https://buy.duitang.com/onsale" target="_blank">
超省钱<i></i>
</a>
</div>
</div>
<div id="dt-nav-bottom">
<div class="dt-nav-group">
<a href="/category/?cat=home">家居生活</a>
<a href="/category/?cat=food">美食菜谱</a>
<a href="/category/?cat=diy">手工DIY</a>
<a href="/category/?cat=fashion">时尚搭配</a>
<a href="/category/?cat=beauty">美妆造型</a>
<a href="/category/?cat=wedding">婚纱婚礼</a>
<a href="/category/?cat=quotes">文字句子</a>
<a href="/category/?cat=painting">插画绘画</a>
<a href="/category/?cat=movie_music_books">影音书籍</a>
<a href="/category/?cat=celebrity">人物明星</a>
<a href="/category/?cat=plant">植物多肉</a>
<a href="/category/?cat=tips">生活百科</a>
<a href="/category/?cat=moe">搞笑萌宠</a>
<a href="/category/?cat=art">人文艺术</a>
<a href="/category/?cat=design">设计</a>
<a href="/category/?cat=chinoiserie">古风</a>
<a href="/category/?cat=wallpaper">壁纸</a>
<a href="/category/?cat=travel">旅行</a>
<a href="/category/?cat=avatar">头像</a>
<a href="/category/?cat=photography">摄影</a>
<a href="/category/?cat=emoticon">表情</a>
<a href="/category/?cat=material">素材</a>
<a href="/category/?cat=gif">动图</a>
</div>
</div>
</div>
</div>
<div id="dt-search">
<form action="/search/">
<input class="ipt" id="kw" autocomplete="off" name="kw" type="text" placeholder="搜索感兴趣的内容">
<input id="type" type="hidden" name="type" value="feed">
<button type="submit"></button>
</form>
<div id="dt-search-list">
<div class="dt-search-line">
搜索含
<span class="red"></span>
的图片
</div>
<div class="dt-search-line">
搜索含
<span class="red"></span>
的商品
</div>
<div class="dt-search-line">
搜索含
<span class="red"></span>
的专辑
</div>
<div class="dt-search-line">
搜索含
<span class="red"></span>
的文章
</div>
<div class="dt-search-line">
搜索含
<span class="red"></span>
的达人
</div>
</div>
</div>
<div id="dt-header-right">
<div id="dt-login" class="dt-head-cat">
<a id="dt-login-btn" href="javascript:;" data-next="/">注册/登录</a>
</div>
<div id="dt-dreamer" class="dt-has-menu dt-head-cat">
<a class="dt-dreamer-a" href="/life_artist/index/" onmousedown="$.G.hmt('/lifeartist/home_top_entrance/')">堆糖生活家</a>
</div>
</div>
</div>
</div>
<div id="dt-header-btm"></div>
</div></div>
<div id="content">
<div class="app-download-guide top" style="margin-bottom: 20px;text-align: center;">
<img src="https://c-ssl.duitang.com/uploads/item/202010/10/20201010143456_HV4zd.png" alt="" style="width: 998px;">
</div>
<div class="layer layer-full">
<div class="tube">
<a name="woo-anchor"></a>
<div class="ctg-menu-list block">
<div class="ctg-menu-current ctg-menu-current-bg l"><h1>
。iu图片
</h1>
</div>
<div class="ctg-menu-newhot l dt-hidden">
<a class="woo-swa" href="javascript:;">人气</a>
<a class="woo-swa" href="javascript:;">最新</a>
</div>
</div>
</div>
</div>
<div id="fordymarea">
<div class="woo-swb">
<div class="woo-pcont stpics clr " data-wootemp="4" data-totalunits="10000">
<div data-id="438680846" class="woo">
<div class="j">
<div class="mbpho" style="height:352px;">
<a target="_blank" class="a" href="/blog/?id=438680846">
<img data-rootid="438680846" alt="IU高清图片" data-iid="" src="https://c-ssl.duitang.com/uploads/item/201508/28/20150828155936_3MQeB.thumb.400_0.jpeg" height="352"/>
<u style="margin-top:-352px;height:352px;"></u>
</a>
<div class="collbtn" data-favorite='{"id":438680846,"owner":10140565,"type":"1"}'>
<a class="y" href="javascript:;">
收集
</a>
<!-- <a class="m" target="_blank" href="/blog/?id=438680846"></a> -->
<a class="z" href="javascript:;">
点赞
</a>
<a class="x" href="javascript:;">
评论
</a>
</div>
<i class="icon-like"></i>
</div>
<div class="wooscr">
<div class="g" >IU高清图片</div>
<div class="d ">
<div class="d2 "><i></i><span>3</span></div>
<div class="d1 "><i></i><span>2</span></div>
<!-- <span class="d3 dn">0</span> -->
</div>
<ul>
<li class="f">
<a target="_blank" href="/people/?user_id=10140565">
<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/201508/28/20150828155736_S3JTG.thumb.100_100_c.jpeg" />
</a>
<p>
<a class="p" target="_blank" href="/people/?user_id=10140565">青梧__</a>
<br/>
<span>
发布到
<a target="_blank" href="/album/?id=73939097"
>颜控</a>
</span>
</p>
</li>
<div class="comment-wrap dn">
<li class="blog-comment dn">
<h4>图片评论</h4>
<span><i>0</i>条</span>
</li>
<!-- 三条评论 开始 -->
<!-- 三条评论 结束 -->
</div>
</ul>
</div>
</div>
</div>
<div data-id="1040603776" class="woo">
<div class="j">
<div class="mbpho" style="height:343px;">
<a target="_blank" class="a" href="/blog/?id=1040603776">
<img data-rootid="1040603776" alt="IU 图片来自网络" data-iid="" src="https://c-ssl.duitang.com/uploads/item/201901/07/20190107185842_kkT3L.thumb.400_0.jpeg" height="343"/>
<u style="margin-top:-343px;height:343px;"></u>
</a>
<div class="collbtn" data-favorite='{"id":1040603776,"owner":4621628,"type":"1"}'>
<a class="y" href="javascript:;">
收集
</a>
<!-- <a class="m" target="_blank" href="/blog/?id=1040603776"></a> -->
<a class="z" href="javascript:;">
点赞
</a>
<a class="x" href="javascript:;">
评论
</a>
</div>
<i class="icon-like"></i>
</div>
<div class="wooscr">
<div class="g" >IU 图片来自网络</div>
<div class="d ">
<div class="d2 "><i></i><span>19</span></div>
<div class="d1 "><i></i><span>112</span></div>
<!-- <span class="d3 dn">0</span> -->
</div>
<ul>
<li class="f">
<a target="_blank" href="/people/?user_id=4621628">
<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202010/13/20201013224007_mSrnf.thumb.100_100_c.jpeg" />
</a>
<p>
<a class="p" target="_blank" href="/people/?user_id=4621628">coldsweet</a>
<br/>
<span>
发布到
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<img data-rootid="1040603774" alt="IU 图片来自网络" data-iid="" src="https://c-ssl.duitang.com/uploads/item/201901/07/20190107185845_yi2ZK.thumb.400_0.jpeg" height="417"/>
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<div class="g" >IU 图片来自网络</div>
<div class="d ">
<div class="d2 "><i></i><span>11</span></div>
<div class="d1 "><i></i><span>55</span></div>
<!-- <span class="d3 dn">0</span> -->
</div>
<ul>
<li class="f">
<a target="_blank" href="/people/?user_id=4621628">
<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202010/13/20201013224007_mSrnf.thumb.100_100_c.jpeg" />
</a>
<p>
<a class="p" target="_blank" href="/people/?user_id=4621628">coldsweet</a>
<br/>
<span>
发布到
<a target="_blank" href="/album/?id=82582996"
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<div class="g" >iu◎李知恩◎绝美图片</div>
<div class="d ">
<div class="d2 "><i></i><span>3</span></div>
<div class="d1 "><i></i><span>1</span></div>
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</div>
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发布到
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<div class="g" >iu◎李知恩◎绝美图片</div>
<div class="d ">
<div class="d2 "><i></i><span>3</span></div>
<div class="d1 "><i></i><span>8</span></div>
<!-- <span class="d3 dn">0</span> -->
</div>
<ul>
<li class="f">
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<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/avatar/202106/26/20210626181805_9b7f4.thumb.100_100_c.jpg" />
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<p>
<a class="p" target="_blank" href="/people/?user_id=18190608">欢喜姿意</a>
<br/>
<span>
发布到
<a target="_blank" href="/album/?id=94853879"
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<div class="mbpho" style="height:235px;">
<a target="_blank" class="a" href="/blog/?id=1238176411">
<img data-rootid="1238176411" alt="IU
图片摘自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/202005/06/20200506131448_yqnmd.thumb.400_0.jpg" height="235"/>
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<div class="g" >IU
图片摘自weibo:@Pink_MyEun</div>
<div class="d ">
<div class="d2 "><i></i><span>3</span></div>
<div class="d1 "><i></i><span>6</span></div>
<!-- <span class="d3 dn">0</span> -->
</div>
<ul>
<li class="f">
<a target="_blank" href="/people/?user_id=12785024">
<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />
</a>
<p>
<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>
<br/>
<span>
发布到
<a target="_blank" href="/album/?id=80638813"
>IU</a>
</span>
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<div class="g" >IU
图片出自weibo:@Pink_MyEun</div>
<div class="d ">
<div class="d2 "><i></i><span>4</span></div>
<div class="d1 "><i></i><span>17</span></div>
<!-- <span class="d3 dn">0</span> -->
</div>
<ul>
<li class="f">
<a target="_blank" href="/people/?user_id=12785024">
<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />
</a>
<p>
<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>
<br/>
<span>
发布到
<a target="_blank" href="/album/?id=80638813"
>IU</a>
</span>
</p>
</li>
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<div class="j">
<div class="mbpho" style="height:313px;">
<a target="_blank" class="a" href="/blog/?id=1167194031">
<img data-rootid="1167194031" alt="IU
图片出自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/201912/24/20191224085931_savjv.thumb.400_0.jpg" height="313"/>
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<div class="g" >IU
图片出自weibo:@Pink_MyEun</div>
<div class="d ">
<div class="d2 "><i></i><span>3</span></div>
<div class="d1 "><i></i><span>22</span></div>
<!-- <span class="d3 dn">0</span> -->
</div>
<ul>
<li class="f">
<a target="_blank" href="/people/?user_id=12785024">
<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />
</a>
<p>
<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>
<br/>
<span>
发布到
<a target="_blank" href="/album/?id=80638813"
>IU</a>
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</p>
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<div class="j">
<div class="mbpho" style="height:235px;">
<a target="_blank" class="a" href="/blog/?id=1231150340">
<img data-rootid="1231150340" alt="IU
图片摘自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/202004/21/20200421194950_msfhx.thumb.400_0.jpg" height="235"/>
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<div class="g" >IU
图片摘自weibo:@Pink_MyEun</div>
<div class="d ">
<div class="d2 "><i></i><span>3</span></div>
<div class="d1 "><i></i><span>14</span></div>
<!-- <span class="d3 dn">0</span> -->
</div>
<ul>
<li class="f">
<a target="_blank" href="/people/?user_id=12785024">
<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />
</a>
<p>
<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>
<br/>
<span>
发布到
<a target="_blank" href="/album/?id=80638813"
>IU</a>
</span>
</p>
</li>
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<div class="j">
<div class="mbpho" style="height:417px;">
<a target="_blank" class="a" href="/blog/?id=1238176414">
<img data-rootid="1238176414" alt="IU
图片摘自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/202005/06/20200506131446_kesjf.thumb.400_0.jpg" height="417"/>
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<div class="g" >IU
图片摘自weibo:@Pink_MyEun</div>
<div class="d ">
<div class="d2 "><i></i><span>3</span></div>
<div class="d1 "><i></i><span>11</span></div>
<!-- <span class="d3 dn">0</span> -->
</div>
<ul>
<li class="f">
<a target="_blank" href="/people/?user_id=12785024">
<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />
</a>
<p>
<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>
<br/>
<span>
发布到
<a target="_blank" href="/album/?id=80638813"
>IU</a>
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</p>
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<div class="mbpho" style="height:235px;">
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<img data-rootid="1238177760" alt="IU
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<div class="g" >IU
图片摘自weibo:@Pink_MyEun</div>
<div class="d ">
<div class="d2 "><i></i><span>4</span></div>
<div class="d1 "><i></i><span>19</span></div>
<!-- <span class="d3 dn">0</span> -->
</div>
<ul>
<li class="f">
<a target="_blank" href="/people/?user_id=12785024">
<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />
</a>
<p>
<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>
<br/>
<span>
发布到
<a target="_blank" href="/album/?id=80638813"
>IU</a>
</span>
</p>
</li>
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<div class="j">
<div class="mbpho" style="height:313px;">
<a target="_blank" class="a" href="/blog/?id=1145502945">
<img data-rootid="1145502945" alt="IU
图片出自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/201910/21/20191021144410_ybksj.thumb.400_0.jpg" height="313"/>
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<div class="g" >IU
图片出自weibo:@Pink_MyEun</div>
<div class="d ">
<div class="d2 "><i></i><span>5</span></div>
<div class="d1 "><i></i><span>22</span></div>
<!-- <span class="d3 dn">0</span> -->
</div>
<ul>
<li class="f">
<a target="_blank" href="/people/?user_id=12785024">
<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />
</a>
<p>
<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>
<br/>
<span>
发布到
<a target="_blank" href="/album/?id=80638813"
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<div class="j">
<div class="mbpho" style="height:417px;">
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图片出自weibo:@Pink_MyEun</div>
<div class="d ">
<div class="d2 "><i></i><span>3</span></div>
<div class="d1 "><i></i><span>19</span></div>
<!-- <span class="d3 dn">0</span> -->
</div>
<ul>
<li class="f">
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<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />
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<div class="d ">
<div class="d2 "><i></i><span>3</span></div>
<div class="d1 "><i></i><span>6</span></div>
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</div>
<ul>
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发布到
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图片出自weibo:@Pink_MyEun</div>
<div class="d ">
<div class="d2 "><i></i><span>4</span></div>
<div class="d1 "><i></i><span>25</span></div>
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</div>
<ul>
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发布到
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图片摘自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/202005/06/20200506131447_lnkmq.thumb.400_0.jpg" height="235"/>
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图片摘自weibo:@Pink_MyEun</div>
<div class="d ">
<div class="d2 "><i></i><span>4</span></div>
<div class="d1 "><i></i><span>8</span></div>
<!-- <span class="d3 dn">0</span> -->
</div>
<ul>
<li class="f">
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<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />
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<span>
发布到
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<div class="g" >IU
图片摘自weibo:@Pink_MyEun</div>
<div class="d ">
<div class="d2 "><i></i><span>3</span></div>
<div class="d1 "><i></i><span>33</span></div>
<!-- <span class="d3 dn">0</span> -->
</div>
<ul>
<li class="f">
<a target="_blank" href="/people/?user_id=12785024">
<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />
</a>
<p>
<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>
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<span>
发布到
<a target="_blank" href="/album/?id=80638813"
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</li>
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<img data-rootid="1238177761" alt="IU
图片摘自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/202005/06/20200506131835_mgscb.thumb.400_0.jpg" height="235"/>
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<div class="g" >IU
图片摘自weibo:@Pink_MyEun</div>
<div class="d ">
<div class="d2 "><i></i><span>3</span></div>
<div class="d1 "><i></i><span>27</span></div>
<!-- <span class="d3 dn">0</span> -->
</div>
<ul>
<li class="f">
<a target="_blank" href="/people/?user_id=12785024">
<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />
</a>
<p>
<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>
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<span>
发布到
<a target="_blank" href="/album/?id=80638813"
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<div class="mbpho" style="height:313px;">
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<div class="g" >IU
图片出自weibo:@Pink_MyEun</div>
<div class="d ">
<div class="d2 "><i></i><span>4</span></div>
<div class="d1 "><i></i><span>18</span></div>
<!-- <span class="d3 dn">0</span> -->
</div>
<ul>
<li class="f">
<a target="_blank" href="/people/?user_id=12785024">
<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />
</a>
<p>
<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>
<br/>
<span>
发布到
<a target="_blank" href="/album/?id=80638813"
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<div class="j">
<div class="mbpho" style="height:417px;">
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<div class="wooscr">
<div class="g" >IU
图片出自weibo:@Pink_MyEun</div>
<div class="d ">
<div class="d2 "><i></i><span>6</span></div>
<div class="d1 "><i></i><span>30</span></div>
<!-- <span class="d3 dn">0</span> -->
</div>
<ul>
<li class="f">
<a target="_blank" href="/people/?user_id=12785024">
<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />
</a>
<p>
<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>
<br/>
<span>
发布到
<a target="_blank" href="/album/?id=80638813"
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<div class="j">
<div class="mbpho" style="height:417px;">
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<div class="g" >IU
图片出自weibo:@Pink_MyEun</div>
<div class="d ">
<div class="d2 "><i></i><span>3</span></div>
<div class="d1 "><i></i><span>19</span></div>
<!-- <span class="d3 dn">0</span> -->
</div>
<ul>
<li class="f">
<a target="_blank" href="/people/?user_id=12785024">
<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />
</a>
<p>
<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>
<br/>
<span>
发布到
<a target="_blank" href="/album/?id=80638813"
>IU</a>
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</p>
</li>
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</div>
<div data-id="1224419645" class="woo">
<div class="j">
<div class="mbpho" style="height:234px;">
<a target="_blank" class="a" href="/blog/?id=1224419645">
<img data-rootid="1224419645" alt="IU
图片出自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/202004/09/20200409201842_ugwah.thumb.400_0.jpg" height="234"/>
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<div class="wooscr">
<div class="g" >IU
图片出自weibo:@Pink_MyEun</div>
<div class="d ">
<div class="d2 "><i></i><span>4</span></div>
<div class="d1 "><i></i><span>14</span></div>
<!-- <span class="d3 dn">0</span> -->
</div>
<ul>
<li class="f">
<a target="_blank" href="/people/?user_id=12785024">
<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />
</a>
<p>
<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>
<br/>
<span>
发布到
<a target="_blank" href="/album/?id=80638813"
>IU</a>
</span>
</p>
</li>
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</div>
</div>
<div data-id="1167193736" class="woo">
<div class="j">
<div class="mbpho" style="height:417px;">
<a target="_blank" class="a" href="/blog/?id=1167193736">
<img data-rootid="1167193736" alt="IU
图片出自weibo:@Pink_MyEun" data-iid="" src="https://c-ssl.duitang.com/uploads/item/201912/24/20191224085739_hkgyw.thumb.400_0.jpg" height="417"/>
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<div class="wooscr">
<div class="g" >IU
图片出自weibo:@Pink_MyEun</div>
<div class="d ">
<div class="d2 "><i></i><span>3</span></div>
<div class="d1 "><i></i><span>29</span></div>
<!-- <span class="d3 dn">0</span> -->
</div>
<ul>
<li class="f">
<a target="_blank" href="/people/?user_id=12785024">
<img width="24" height="24" src="https://c-ssl.duitang.com/uploads/people/202006/17/20200617022026_sarUH.thumb.100_100_c.jpeg" />
</a>
<p>
<a class="p" target="_blank" href="/people/?user_id=12785024">心茹oba</a>
<br/>
<span>
发布到
<a target="_blank" href="/album/?id=80638813"
>IU</a>
</span>
</p>
</li>
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</ul>
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</div>
</div>
<div data-id="1238177753" class="woo">
<div class="j">
<div class="mbpho" style="height:305px;">
<a target="_blank" class="a" href="/blog/?id=1238177753">
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['https://c-ssl.duitang.com/uploads/item/201508/28/20150828155936_3MQeB.thumb.400_0.jpeg', 'https://c-ssl.duitang.com/uploads/item/201901/07/20190107185842_kkT3L.thumb.400_0.jpeg', 'https://c-ssl.duitang.com/uploads/item/201901/07/20190107185845_yi2ZK.thumb.400_0.jpeg', 'https://c-ssl.duitang.com/uploads/item/201911/27/20191127222035_nrtig.thumb.400_0.jpeg', 'https://c-ssl.duitang.com/uploads/item/201909/01/20190901220827_wxxuq.thumb.400_0.jpg', 'https://c-ssl.duitang.com/uploads/item/202005/06/20200506131448_yqnmd.thumb.400_0.jpg', 'https://c-ssl.duitang.com/uploads/item/201912/24/20191224085711_pdtwd.thumb.400_0.jpg', 'https://c-ssl.duitang.com/uploads/item/201912/24/20191224085931_savjv.thumb.400_0.jpg', 'https://c-ssl.duitang.com/uploads/item/202004/21/20200421194950_msfhx.thumb.400_0.jpg', 'https://c-ssl.duitang.com/uploads/item/202005/06/20200506131446_kesjf.thumb.400_0.jpg', 'https://c-ssl.duitang.com/uploads/item/202005/06/20200506131836_sfous.thumb.400_0.jpg', 'https://c-ssl.duitang.com/uploads/item/201910/21/20191021144410_ybksj.thumb.400_0.jpg', 'https://c-ssl.duitang.com/uploads/item/201909/11/20190911205425_rbumz.thumb.400_0.jpg', 'https://c-ssl.duitang.com/uploads/item/201905/03/20190503153557_ndmsq.thumb.400_0.jpg', 'https://c-ssl.duitang.com/uploads/item/201912/24/20191224090029_lmljw.thumb.400_0.jpg', 'https://c-ssl.duitang.com/uploads/item/202005/06/20200506131447_lnkmq.thumb.400_0.jpg', 'https://c-ssl.duitang.com/uploads/item/202004/21/20200421195113_ksdzi.thumb.400_0.jpg', 'https://c-ssl.duitang.com/uploads/item/202005/06/20200506131835_mgscb.thumb.400_0.jpg', 'https://c-ssl.duitang.com/uploads/item/201912/24/20191224085934_egvnc.thumb.400_0.jpg', 'https://c-ssl.duitang.com/uploads/item/201912/24/20191224090024_rhoda.thumb.400_0.jpg', 'https://c-ssl.duitang.com/uploads/item/201912/24/20191224085743_gkaoj.thumb.400_0.jpg', 'https://c-ssl.duitang.com/uploads/item/202004/09/20200409201842_ugwah.thumb.400_0.jpg', 'https://c-ssl.duitang.com/uploads/item/201912/24/20191224085739_hkgyw.thumb.400_0.jpg', 'https://c-ssl.duitang.com/uploads/item/202005/06/20200506131841_ztmpp.thumb.400_0.jpg']
len(url_detail)
24
for i in url_detail:
print(i)
https://c-ssl.duitang.com/uploads/item/201508/28/20150828155936_3MQeB.thumb.400_0.jpeg
https://c-ssl.duitang.com/uploads/item/201901/07/20190107185842_kkT3L.thumb.400_0.jpeg
https://c-ssl.duitang.com/uploads/item/201901/07/20190107185845_yi2ZK.thumb.400_0.jpeg
https://c-ssl.duitang.com/uploads/item/201911/27/20191127222035_nrtig.thumb.400_0.jpeg
https://c-ssl.duitang.com/uploads/item/201909/01/20190901220827_wxxuq.thumb.400_0.jpg
https://c-ssl.duitang.com/uploads/item/202005/06/20200506131448_yqnmd.thumb.400_0.jpg
https://c-ssl.duitang.com/uploads/item/201912/24/20191224085711_pdtwd.thumb.400_0.jpg
https://c-ssl.duitang.com/uploads/item/201912/24/20191224085931_savjv.thumb.400_0.jpg
https://c-ssl.duitang.com/uploads/item/202004/21/20200421194950_msfhx.thumb.400_0.jpg
https://c-ssl.duitang.com/uploads/item/202005/06/20200506131446_kesjf.thumb.400_0.jpg
https://c-ssl.duitang.com/uploads/item/202005/06/20200506131836_sfous.thumb.400_0.jpg
https://c-ssl.duitang.com/uploads/item/201910/21/20191021144410_ybksj.thumb.400_0.jpg
https://c-ssl.duitang.com/uploads/item/201909/11/20190911205425_rbumz.thumb.400_0.jpg
https://c-ssl.duitang.com/uploads/item/201905/03/20190503153557_ndmsq.thumb.400_0.jpg
https://c-ssl.duitang.com/uploads/item/201912/24/20191224090029_lmljw.thumb.400_0.jpg
https://c-ssl.duitang.com/uploads/item/202005/06/20200506131447_lnkmq.thumb.400_0.jpg
https://c-ssl.duitang.com/uploads/item/202004/21/20200421195113_ksdzi.thumb.400_0.jpg
https://c-ssl.duitang.com/uploads/item/202005/06/20200506131835_mgscb.thumb.400_0.jpg
https://c-ssl.duitang.com/uploads/item/201912/24/20191224085934_egvnc.thumb.400_0.jpg
https://c-ssl.duitang.com/uploads/item/201912/24/20191224090024_rhoda.thumb.400_0.jpg
https://c-ssl.duitang.com/uploads/item/201912/24/20191224085743_gkaoj.thumb.400_0.jpg
https://c-ssl.duitang.com/uploads/item/202004/09/20200409201842_ugwah.thumb.400_0.jpg
https://c-ssl.duitang.com/uploads/item/201912/24/20191224085739_hkgyw.thumb.400_0.jpg
https://c-ssl.duitang.com/uploads/item/202005/06/20200506131841_ztmpp.thumb.400_0.jpg
中间件初始
- 重点是下载中间件
- 位置处于引擎和下载器之间
- 作用:
- 批量拦截到整个工程中所有的请求和响应
- 拦截请求:
- UA伪装(在配置文件和中间件操作时不一样的,在配置中是全局操作,而在中间件中可以给不同的请求设置成不同的header),一般写在process_request
- 代理IP的设定:process_exception:return request
- 拦截响应:
- 篡改响应数据,响应对象(比如说里面没有动态加载的数据)
- 需求:爬取网易新闻数据(爬取标题和内容)
- 通过网易新闻的首页解析出5大板块对应的详情页的url(没有动态加载)
- 每一个板块的新闻标题都是动态加载出来的
- 通过解析出每一条新闻详情页的url获取详情页的页面源码,解析出新闻内容
处理请求
## from scrapy import signals
## # useful for handling different item types with a single interface
## from itemadapter import is_item, ItemAdapter
## import random
## class MiddleDownloaderMiddleware:
## # Not all methods need to be defined. If a method is not defined,
## # scrapy acts as if the downloader middleware does not modify the
## # passed objects.
## start_urls=['http:www.baidu.com']
## user_agent_list = [
## "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.1 "
## "(KHTML, like Gecko) Chrome/22.0.1207.1 Safari/537.1",
## "Mozilla/5.0 (X11; CrOS i686 2268.111.0) AppleWebKit/536.11 "
## "(KHTML, like Gecko) Chrome/20.0.1132.57 Safari/536.11",
## "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/536.6 "
## "(KHTML, like Gecko) Chrome/20.0.1092.0 Safari/536.6",
## "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/536.6 "
## "(KHTML, like Gecko) Chrome/20.0.1090.0 Safari/536.6",
## "Mozilla/5.0 (Windows NT 6.2; WOW64) AppleWebKit/537.1 "
## "(KHTML, like Gecko) Chrome/19.77.34.5 Safari/537.1",
## "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/536.5 "
## "(KHTML, like Gecko) Chrome/19.0.1084.9 Safari/536.5",
## "Mozilla/5.0 (Windows NT 6.0) AppleWebKit/536.5 "
## "(KHTML, like Gecko) Chrome/19.0.1084.36 Safari/536.5",
## "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/536.3 "
## "(KHTML, like Gecko) Chrome/19.0.1063.0 Safari/536.3",
## "Mozilla/5.0 (Windows NT 5.1) AppleWebKit/536.3 "
## "(KHTML, like Gecko) Chrome/19.0.1063.0 Safari/536.3",
## "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_8_0) AppleWebKit/536.3 "
## "(KHTML, like Gecko) Chrome/19.0.1063.0 Safari/536.3",
## "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/536.3 "
## "(KHTML, like Gecko) Chrome/19.0.1062.0 Safari/536.3",
## "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/536.3 "
## "(KHTML, like Gecko) Chrome/19.0.1062.0 Safari/536.3",
## "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/536.3 "
## "(KHTML, like Gecko) Chrome/19.0.1061.1 Safari/536.3",
## "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/536.3 "
## "(KHTML, like Gecko) Chrome/19.0.1061.1 Safari/536.3",
## "Mozilla/5.0 (Windows NT 6.1) AppleWebKit/536.3 "
## "(KHTML, like Gecko) Chrome/19.0.1061.1 Safari/536.3",
## "Mozilla/5.0 (Windows NT 6.2) AppleWebKit/536.3 "
## "(KHTML, like Gecko) Chrome/19.0.1061.0 Safari/536.3",
## "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/535.24 "
## "(KHTML, like Gecko) Chrome/19.0.1055.1 Safari/535.24",
## "Mozilla/5.0 (Windows NT 6.2; WOW64) AppleWebKit/535.24 "
## "(KHTML, like Gecko) Chrome/19.0.1055.1 Safari/535.24"
## ]
## PROXY_http = [
## '153.180.102.104:80',
## '195.208.131.189:56055'
## ]
## PROXY_https = [
## '120.83.49.90:9000',
## '95.189.112.214:35508'
## ]
## # @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
## #拦截请求
## def process_request(self, request, spider):
## # Called for each request that goes through the downloader
## # middleware.
## # Must either:
## # - return None: continue processing this request
## # - or return a Response object
## # - or return a Request object
## # - or raise IgnoreRequest: process_exception() methods of
## # installed downloader middleware will be called
## request.headers['User-Agent']=random.choice(self.user_agent_list)
## #验证代理操作是否生效
## request.meta['proxy']='http://116.62.198.43:8080'
## return None
## # request.meta
## # 拦截所有的响应
## def process_response(self, request, response, spider):
## # Called with the response returned from the downloader.
## # Must either;
## # - return a Response object
## # - return a Request object
## # - or raise IgnoreRequest
## return response
## # 拦截发生异常的请求
## def process_exception(self, request, exception, spider):
## # Called when a download handler or a process_request()
## # (from other downloader middleware) raises an exception.
## # Must either:
## # - return None: continue processing this exception
## # - return a Response object: stops process_exception() chain
## # - return a Request object: stops process_exception() chain
## #pass
## if request.url.split(':')[0]=='http':
## request.meta['proxy']=random.choice(self.PROXY_http)
## if request.url.split(':')[0]=='https':
## request.meta['proxy']=random.choice(self.PROXY_https)
## #
## def spider_opened(self, spider):
## spider.logger.info('Spider opened: %s' % spider.name)
## import scrapy
## class IpSpider(scrapy.Spider):
## name = 'ip'
## allowed_domains = ['www.ip.com']
## start_urls = ['http://www.baidu.com/s?wd=ip']
## def parse(self, response):
## page_text=response.text
## with open('ip.html','w',encoding='utf-8') as fp:
## fp.write(page_text)
## DOWNLOADER_MIDDLEWARES = {
## 'middle.middlewares.MiddleDownloaderMiddleware': 543,
## }
处理响应
## import scrapy
## from selenium import webdriver
## from wangyipro.items import WangyiproItem
## class WangyiSpider(scrapy.Spider):
## name = 'wangyi'
## #allowed_domains = ['www.wangyi.com']
## start_urls = ['https://news.163.com/']
## model_urls=[]#存储五个板块对应详情页的url
## #实例化一个爬虫类对象
## def __init__(self):
## self.bro = webdriver.Chrome('D://迅雷下载/chromedriver.exe')
## def parse(self, response):
## li_list=response.xpath('//*[@id="index2016_wrap"]/div[1]/div[2]/div[2]/div[2]/div[2]/div/ul/li')
## alist=[2,3,5,6]
## for index in alist:
## model_url=li_list[index].xpath('./a/@href').extract_first()
## self.model_urls.append(model_url)
## #依次对每一个板块对应的页面进行请求
## for url in self.model_urls:#对每一个板块的url进行请求发送
## yield scrapy.Request(url,callback=self.parse_model)
## # 每一个板块对应的新闻标题相关内容都是动态加载出来的
## def parse_model(self,response):#解析每一个板块页面中对应新闻的标题和新闻详情页的url
## #response
## div_list=response.xpath('/html/body/div[1]/div[3]/div[4]/div[1]/div[1]/div/ul/li/div/div[@class="data_row news_article clearfix "]')
## for div in div_list:
## title=div.xpath('./div/div[1]/h3/a/text()').extract_first()
## new_detail_url=div.xpath('./div/div[1]/h3/a/@href').extract_first()
## print(new_detail_url)
## item=WangyiproItem()
## item['title']=title
## #对新闻详情页的url发起请求
## yield scrapy.Request(new_detail_url,callback=self.parse_detail,meta={'item':item})
## def parse_detail(self,response):
## content=response.xpath('//*[@id="content"]//text()').extract()
## content=''.join(content)
## item=response.meta['item']
## item['content']=content
## yield item
## def closed(self,spider):
## self.bro.quit()
## from scrapy.http import HtmlResponse
## #该方法拦截五大板块对应的相应对象,进行篡改
## from time import sleep
## #该方法拦截五大板块对应的相应对象,进行篡改
## def process_response(self, request, response, spider):#spider爬虫对象
## bro=spider.bro#获取了在爬虫类定义的浏览器对象
## #挑选出指定的响应对象进行篡改
## #通过url指定request
## #通过request指定response
## if request.url in spider.model_urls:
## bro.get(request.url)#对5个板块对应的url进行请求
## sleep(3)
## page_text=bro.page_source#包含了动态加载的新闻数据
## #response #五大板块对应的响应对象
## # 针对定位到的这些response进行篡改
## # 实例化一个新的响应对象(符合需求:包含动态加载出的新闻数据),替代原来旧的相应对象
## #如何获取动态加载出的数据
## #基于selenium可以便捷的获取动态加载数据(浏览器对象只需调用一次,写在爬虫文件中)
## new_response=HtmlResponse(url=request.url,body=page_text,encoding='utf-8',request=request)#bodyh后面跟的是相应数据
## return new_response
## else:
## return response #其他请求对应的响应对象
## import scrapy
## class WangyiproItem(scrapy.Item):
## # define the fields for your item here like:
## # name = scrapy.Field()
## title=scrapy.Field()
## content=scrapy.Field()
## from itemadapter import ItemAdapter
## class WangyiproPipeline:
## fp=None
## def open_spider(self,spider):
## print('开始爬虫....')
## self.fp=open('./wangyi.txt','w',encoding='utf-8')
## def process_item(self, item, spider):
## title=item['title']
## content=item['content']
## self.fp.write(title+':'+content+'\n')
## return item
## def close_spider(self,spider):
## print('结束爬虫!')
## self.fp.close()
CrawlSpider 全站数据爬取
-
类,Spider的一个子类
-
全站数据爬取的方式:
- 基于Spider:手动请求
- 基于CrawlSpider:专门用于全站爬取
-
CrawlSpider的使用:
- 创建一个工程
- cd XXX
- 创建一个爬虫文件(基于CrawlSpider)
- scrapy genspider -t crawl xxx www.xxx.com
- 链接提取器:
- 作用:根据指定的规则(allow=‘正则,一般是页数用正则表达式表达,其他保留’)进行指定链接的提取,该网页信息中所有满足要求的链接都会被提取
- 规则解析器:
- 作用:将链接提取器提取到的链接进行指定规则(callback)的解析
- link: 通过链接提取器获得
- callback:回调函数
- follow=True:会将链接提取器作用到提取到的链接对应的页面中的所有满足要求的链接。
## import scrapy
## from scrapy.linkextractors import LinkExtractor#链接提取器
## from scrapy.spiders import CrawlSpider, Rule
## #Rule
## #LinkExtractor
## class SunSpider(CrawlSpider):
## name = 'sun'
## #allowed_domains = ['www.sun.com']
## start_urls = ['http://www.sun.com/']
## #链接提取器:根据指定规则(allow='正则')进行指定链接的提取
## link=LinkExtractor(allow=r'Items/')
## #规则解析器
## rules = (
## Rule(link, callback='parse_item', follow=True),#实例化一个对象
## )
## def parse_item(self, response):
## print(response)#url打印
## item = {}
## #item['domain_id'] = response.xpath('//input[@id="sid"]/@value').get()
## #item['name'] = response.xpath('//div[@id="name"]').get()
## #item['description'] = response.xpath('//div[@id="description"]').get()
## return item
from IPython.display import IFrame
IFrame("https://www.bilibili.com/video/BV1Yh411o7Sz?share_source=copy_web", width="1000",height="500")