In [1]:
from bs4 import BeautifulSoup
import urllib.request
import urllib.parse
# urllib.request
import re
In [2]:
# 找到单个job的link
url = "http://ssl.gongyi.qq.com/m/201799/realtime.html?et=rtfx>=rtfx&ADTAG=rtfx"
# 初始页
page = urllib.request.urlopen(url)
soup = BeautifulSoup(page, 'lxml')
all_matches = soup.findAll(attrs={'rel':['nofollow']})
print(len(all_matches))
0
In [3]:
print(soup)
<!DOCTYPE html>
<html><head><meta charset="utf-8"/><meta content="腾讯公益" name="description"/><meta content="腾讯公益" name="keywords"/><meta content="IE=edge,chrome=1" http-equiv="X-UA-Compatible"/><meta content="webkit|ie-comp|ie-stand" name="renderer"/><meta content="no-siteapp" http-equiv="Cache-Control"/><meta content="width=device-width,initial-scale=1,user-scalable=0" name="viewport"/><meta content="telephone=no" name="format-detection"/><meta content="腾讯公益" name="apple-mobile-web-app-title"/><title>腾讯公益 - 实时战报</title><script type="text/javascript">(function() {
var baseFontSize = 100;
var baseWidth = 375;
var clientWidth = document.documentElement.clientWidth || window.innerWidth;
var innerWidth = Math.max(Math.min(clientWidth, 480), 360);
var rem = 100;
if (innerWidth >= 414) {
rem = Math.floor(innerWidth / baseWidth * baseFontSize * 0.98);
} else {
rem = Math.floor(innerWidth / baseWidth * baseFontSize);
}
document.querySelector('html').style.fontSize = rem + 'px';
}());</script><style type="text/css">*{margin:0;padding:0}img{border:none}a{text-decoration:none}.fl{float:left}.fr{float:right}body{font-family:"Microsoft Yahei","Helvetica Neue",Hiragino,Sans,GB,W3,Tahoma,Helvetica,Arial,"\5b8b\4f53",sans-serif;margin:0;padding:0;-webkit-text-size-adjust:100%!important}.none{display:none}input[type=number]::-webkit-inner-spin-button,input[type=number]::-webkit-outer-spin-button{-webkit-appearance:none;margin:0}.fb{font-weight:700}.cpm-mask{position:absolute;top:0;right:0;bottom:0;left:0;z-index:96;width:100%;height:100%;background-color:rgba(0,0,0,.7)}.cpm-dialog-mod{position:fixed;top:0;right:0;bottom:0;left:0;z-index:100;width:100%;height:100%;display:-webkit-box;display:-ms-flexbox;-webkit-box-orient:vertical;-webkit-box-pack:center;-webkit-box-align:center;-ms-flex-direction:column;-ms-flex-pack:center;-ms-flex-align:center}.cpm-dialog{position:relative;z-index:100;width:auto;min-width:170px;margin:2px 20px;background:rgba(0,0,0,.7);text-align:center;border-radius:5px;color:#fff}.cpm-dialog .i-delete:before,.cpm-dialog .icon-load{background:url(data:image/png;base64,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) no-repeat}.cpm-dialog-load .dialog-bd{padding:45px 0;font:14px/1.5 "Microsoft YaHei",Helvetica,sans-serif}.cpm-dialog-load .icon-load{display:inline-block;height:32px;width:32px;margin-bottom:20px;vertical-align:top;background-size:32px auto;-webkit-animation:dialogLoading 1s linear infinite}@-webkit-keyframes dialogLoading{0%{-webkit-transform:rotate(0)}100%{-webkit-transform:rotate(360deg)}}.cpm-dialog-modx{position:fixed;top:0;right:0;bottom:0;left:0;z-index:100;width:100%;height:100%;display:-webkit-box;display:-ms-flexbox}html{-ms-text-size-adjust:100%;-webkit-text-size-adjust:100%;font-size:100px}body{min-width:320px;font-family:'PingFang SC',tahoma,arial,'helvetica neue','hiragino sans gb','microsoft yahei',sans-serif;font-size:.14rem;line-height:1.6;color:#444;background-color:#fff;-webkit-text-size-adjust:100%!important;text-size-adjust:100%!important;-webkit-font-smoothing:antialiased}input,select,textarea{font-family:'PingFang SC',tahoma,arial,'helvetica neue','hiragino sans 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a-hball4{0%{-webkit-transform:translateY(0);transform:translateY(0)}100%{-webkit-transform:translateY(-.1rem);transform:translateY(-.1rem)}}@keyframes a-hball4{0%{-webkit-transform:translateY(0);transform:translateY(0)}100%{-webkit-transform:translateY(-.1rem);transform:translateY(-.1rem)}}@media screen and (max-width:359px){.proj-cover img{width:1.2rem;height:.9rem}.proj-name{margin-top:0}.proj-data{margin-top:.1rem}.real-data-block{width:1.05rem}.real-data-block:last-child{-webkit-transform:translateX(-.1rem);transform:translateX(-.1rem)}.real-data .DinC{font-size:.2rem}}</style></head><body ontouchstart=""><div id="pageContainer"><header><div class="h-ball1"></div><div class="h-ball2"></div><div class="h-ball3"></div><div class="h-ball4"></div><div class="h-shape1"></div><div class="h-shape2"></div><div class="h-shape3"></div><div class="h-shape4"></div><div class="h-shape5"></div>、<h1 class="surprise-logo">99实时战报</h1><div class="head-real-data"><div class="real-data-block"><div class="real-data"><b class="DinC j-data-num" data-num="2999" id="dNum1">0</b> 万元</div><p>腾讯基金会助力</p></div><div class="real-data-block"><div class="real-data"><b class="DinC j-data-num" data-num="0" id="dNum2">0</b> 万元</div><p>已配捐善款</p></div><div class="real-data-block"><div class="real-data"><b class="DinC j-data-num" data-num="0" id="dNum3">0</b> 个</div><p>共捐助项目</p></div></div><div class="brand-logo"><img src="//mat1.gtimg.com/gongyi/m/99/2017/head_logo_mini_wt.png"/></div></header><h1 class="board-title">9月9日榜单</h1><div class="mod-tab j-mod-tab"><div class="tab-nav-wrap j-tab-wrap"><ul class="tab-nav j-tabHd"><li class="tab-nav-item" data-idx="0">项目排行</li><li class="tab-nav-item" data-idx="1">机构排行</li><li class="tab-nav-item" data-idx="2">一起捐排行</li></ul></div></div><div class="tab-body j-tabBd"><div class="tab-body-item active"><div class="mod-search" style="display: none"><div class="search-bar"><form id="fm-sear"><input class="search-input" placeholder="输入完整项目名称查看项目排名" type="text"/></form></div><div class="search-filter j-filter"><ul class="search-filter-list j-filter-list"><li class="mnu-itm-1" data-idx="1"><a class="search-filter-link" href="javascript:;">按金额排行</a></li><li class="mnu-itm-1" data-idx="2"><a class="search-filter-link" href="javascript:;">按人数排行</a></li><li class="mnu-itm-2" data-idx="1"><a class="search-filter-link" href="javascript:;">按捐赠金额</a></li><li class="mnu-itm-2" data-idx="2"><a class="search-filter-link" href="javascript:;">按捐赠人次</a></li><li class="mnu-itm-3" data-idx="1"><a class="search-filter-link" href="javascript:;">个人一起捐</a></li><li class="mnu-itm-3" data-idx="2"><a class="search-filter-link" href="javascript:;">团体一起捐</a></li><li class="mnu-itm-3" data-idx="3"><a class="search-filter-link" href="javascript:;">企业一起捐</a></li></ul></div></div><ul class="j-sear-rslt-cont proj-list" style="margin-top:10px"></ul><div class="loadmore j-loadmore" is_loading="1">正在加载 <i class="ico-loading"></i></div></div></div></div><script id="tpl_match99_realtime_rslt" type="text/html"> <%if(!$DATA.list || !$DATA.list.length){%> <%if(!!_k_){%> <a class="media" style="color:inherit"><li class="media-item">未搜索到该<%if(_t_==1){%>项目<%}else if(_t_==2){%>机构<%}else{%>一起捐<%}%></li></a><a class="media" style="color:inherit"><li class="media-item"><%=_sear_hint_%></li></a> <%}else{%> <a class="media" style="color:inherit"><li class="media-item" style="text-align:center">暂无数据~</li></a> <%}%> <%}else{%> <%if(_t_==3){%> <%for(var i=0,it,il=list.length;i < il;i++){it=list[i]; it.logo=((it.logo && 'null'!=it.logo)?(decodeURIComponent(it.logo)):'');(!!_k_ && (it.rk+=1));%> <li class="media-item"><a class="media" href="/m/weixin/<%if(it.type=='COMPANY'){%>yqj_main.html<%}else{%>detail_yqj.htm<%}%>?id=<%=it.actid%>&did=<%=it.id%>>=<%=$G.ETAG%>&et=<%=$G.GTAG%>&ADTAG=<%=$G.ADTAG%>"><div class="media-cover"><div class="logo-avatar"><img pre="1" src="<%=(it.logo || ('//mat1.gtimg.com/gongyi/m/wx/yqj_201699/'+('PSNL'==it.type?'yqj_c_head.jpg':'team_head.png')))%>" error-img="//mat1.gtimg.com/gongyi/201799/icons/null_ngo.png"></div> <%if(it.rk && it.rk<4){%><span class="media-rank<%=((it.rk && it.rk<=3)?it.rk:'')%>"><%=(it.rk-0 || '')%></span><%}%> </div><div class="media-info"> <%if(it.rk){%><p class="proj-rank">第 <b class="DinC"><%=it.rk%></b> 名</p><%}%> <h4><b><%=(decodeURIComponent(it.title) || '爱心企业')%></b></h4><p class="media-desc"><%=decodeURIComponent(it.desc || '')%></p><div class="media-data yqjrank-data">携手 <span class="DinC"><%=$G.Util.number.format(it.tms || 0)%></span> 人 9月9日筹得 <span class="DinC"><%=$G.Util.number.format((it.mn/100).toFixed(0))%></span> 元</div></div></a></li> <%}%> <%}else if(_t_==2){%> <%for(var i=0,it,il=list.length;i < il && (it=list[i]);i++){ (!!_k_ && (it.rk+=1));%> <li class="media-item"><a class="media" href="<%if(it.uin){%>//ssl.gongyi.qq.com/npo/index.html?id=<%=it.uin%>>=<%=$G.ETAG%>&et=<%=$G.GTAG%>&ADTAG=<%=$G.ADTAG%><%}else{%>javascript://<%}%>"><div class="media-cover"><div class="logo-avatar"><img pre="1" src="<%=(it.logo?(decodeURIComponent(it.logo)+'/200'):'//mat1.gtimg.com/gongyi/201799/icons/null_ngo.png')%>" error-img="//mat1.gtimg.com/gongyi/201799/icons/null_ngo.png"></div> <%if(it.rk && it.rk<4){%><span class="media-rank<%=((it.rk && it.rk<=3)?it.rk:'')%>"><%=(it.rk-0 || '')%></span><%}%> </div><div class="media-info"> <%if(it.rk){%><p class="proj-rank">第 <b class="DinC"><%=it.rk%></b> 名</p><%}%> <h4><b><%#(decodeURIComponent(it.title) || '**')%></b></h4><p class="media-desc"><%#decodeURIComponent(it.desc || '')%></p><div class="media-data nporank-data">携手 <span class="DinC"><%=$G.Util.number.format(it.tms || 0)%></span> 人 9月9日筹得 <span class="DinC"><%=$G.Util.number.format((it.mn/100).toFixed(0))%></span> 元</div></div></a></li> <%}%> <%}else{%> <%for(var i=0,it,il=list.length;i < il && (it=list[i]);i++){ it.logo=((it.logo && 'null'!=it.logo)?(decodeURIComponent(it.logo)+'/500'):'');(!!_k_ && (it.rk+=1));%> <li class="media-item"><a class="media media-proj" href="/m/weixin/detail.htm?pid=<%=it.id%>>=<%=$G.ETAG%>&et=<%=$G.GTAG%>&ADTAG=<%=$G.ADTAG%>"><div class="media-cover proj-cover"><img pre="1" src="<%=(it.logo || '//mat1.gtimg.com/gongyi/m/wx/yqj_201699/team_head.png')%>" error-img="//mat1.gtimg.com/gongyi/201799/icons/null_proj.png"></div><div class="media-info"> <%if(it.rk){%><p class="proj-rank">第 <b class="DinC"><%=it.rk%></b> 名</p><%}%> <h4 class="proj-name"><b><%#(decodeURIComponent(it.title) || '爱心企业')%></b></h4><p class="media-data proj-data">携手 <span class="DinC"><%=$G.Util.number.format(it.tms || 0)%></span> 人 9月9日筹得 <span class="DinC"><%=$G.Util.number.format((it.mn/100).toFixed(0))%></span> 元</p></div></a></li> <%}%> <%}%> <%}%> </script> <script type="text/javascript">
var ua=navigator.userAgent, wxv=parseInt(ua.substring(ua.toLowerCase().indexOf("micromessenger/")+15));
var uClient = "mq";
if(wxv >= 5){
uClient = "wx";
}else{
isQzone = ua.match("Qzone");
if(isQzone){
uClient = 'qzone';
}
}
var iPad = ua.match(/(iPad).*OS\s([\d_]+)/),
iPhone = !iPad && ua.match(/(iPhone\sOS)\s([\d_]+)/),
iPod = ua.match(/(iPod).*OS\s([\d_]+)/),
android = ua.match(/(Android)\s+([\d.]+)/)||ua.match(/Android/),
wp = ua.match(/Windows Phone ([\d.]+)/),
isMobile = iPad || iPhone || iPad || wp || android;
</script> <script type="text/javascript">
if(uClient == "wx"){
document.write('<script type="text/javascript" src="//res.wx.qq.com/open/js/jweixin-1.2.0.js"><\/script>');
}else{
document.write('<script src="//pub.idqqimg.com/qqmobile/qqapi.js?_bid=152"><\/script>');
}
</script>
<script type="text/javascript">
if(uClient == "wx"){
document.write('<script type="text/javascript" src="/js/static/lib/gy.wx.2.1.0.min.js?v=3199"><\/script>');
}else{
uClient == 'qzone' && document.write('<script type="text/javascript" charset="utf-8" src="http://qzonestyle.gtimg.cn/qzone/phone/m/v4/widget/mobile/jsbridge.js"><\/script>');
document.write('<script type="text/javascript" charset="utf-8" src="/js/static/lib/gy.mq.1.1.0.min.js?v1639"><\/script>');
}
</script> <script src="/js/201799/realtime.min.js?rev=96720d9cfa8c0b6a271dfda38f9ca8fd" type="text/javascript"></script></body></html>
<!--user:yxh,time:2017-09-09 22:40-->
In [4]:
tmp = '%E4%B8%AD%E5%9B%BD%E7%A4%BE%E4%BC%9A%E7%A6%8F%E5%88%A9%E5%9F%BA%E9%87%91%E4%BC%9A'
tmp1 = tmp.replace('%','\\')
In [5]:
urllib.parse.unquote(tmp)
Out[5]:
'中国社会福利基金会'
In [6]:
script = soup.find_all('script')
script[1]
Out[6]:
<script id="tpl_match99_realtime_rslt" type="text/html"> <%if(!$DATA.list || !$DATA.list.length){%> <%if(!!_k_){%> <a class="media" style="color:inherit"><li class="media-item">未搜索到该<%if(_t_==1){%>项目<%}else if(_t_==2){%>机构<%}else{%>一起捐<%}%></li></a><a class="media" style="color:inherit"><li class="media-item"><%=_sear_hint_%></li></a> <%}else{%> <a class="media" style="color:inherit"><li class="media-item" style="text-align:center">暂无数据~</li></a> <%}%> <%}else{%> <%if(_t_==3){%> <%for(var i=0,it,il=list.length;i < il;i++){it=list[i]; it.logo=((it.logo && 'null'!=it.logo)?(decodeURIComponent(it.logo)):'');(!!_k_ && (it.rk+=1));%> <li class="media-item"><a class="media" href="/m/weixin/<%if(it.type=='COMPANY'){%>yqj_main.html<%}else{%>detail_yqj.htm<%}%>?id=<%=it.actid%>&did=<%=it.id%>>=<%=$G.ETAG%>&et=<%=$G.GTAG%>&ADTAG=<%=$G.ADTAG%>"><div class="media-cover"><div class="logo-avatar"><img pre="1" src="<%=(it.logo || ('//mat1.gtimg.com/gongyi/m/wx/yqj_201699/'+('PSNL'==it.type?'yqj_c_head.jpg':'team_head.png')))%>" error-img="//mat1.gtimg.com/gongyi/201799/icons/null_ngo.png"></div> <%if(it.rk && it.rk<4){%><span class="media-rank<%=((it.rk && it.rk<=3)?it.rk:'')%>"><%=(it.rk-0 || '')%></span><%}%> </div><div class="media-info"> <%if(it.rk){%><p class="proj-rank">第 <b class="DinC"><%=it.rk%></b> 名</p><%}%> <h4><b><%=(decodeURIComponent(it.title) || '爱心企业')%></b></h4><p class="media-desc"><%=decodeURIComponent(it.desc || '')%></p><div class="media-data yqjrank-data">携手 <span class="DinC"><%=$G.Util.number.format(it.tms || 0)%></span> 人 9月9日筹得 <span class="DinC"><%=$G.Util.number.format((it.mn/100).toFixed(0))%></span> 元</div></div></a></li> <%}%> <%}else if(_t_==2){%> <%for(var i=0,it,il=list.length;i < il && (it=list[i]);i++){ (!!_k_ && (it.rk+=1));%> <li class="media-item"><a class="media" href="<%if(it.uin){%>//ssl.gongyi.qq.com/npo/index.html?id=<%=it.uin%>>=<%=$G.ETAG%>&et=<%=$G.GTAG%>&ADTAG=<%=$G.ADTAG%><%}else{%>javascript://<%}%>"><div class="media-cover"><div class="logo-avatar"><img pre="1" src="<%=(it.logo?(decodeURIComponent(it.logo)+'/200'):'//mat1.gtimg.com/gongyi/201799/icons/null_ngo.png')%>" error-img="//mat1.gtimg.com/gongyi/201799/icons/null_ngo.png"></div> <%if(it.rk && it.rk<4){%><span class="media-rank<%=((it.rk && it.rk<=3)?it.rk:'')%>"><%=(it.rk-0 || '')%></span><%}%> </div><div class="media-info"> <%if(it.rk){%><p class="proj-rank">第 <b class="DinC"><%=it.rk%></b> 名</p><%}%> <h4><b><%#(decodeURIComponent(it.title) || '**')%></b></h4><p class="media-desc"><%#decodeURIComponent(it.desc || '')%></p><div class="media-data nporank-data">携手 <span class="DinC"><%=$G.Util.number.format(it.tms || 0)%></span> 人 9月9日筹得 <span class="DinC"><%=$G.Util.number.format((it.mn/100).toFixed(0))%></span> 元</div></div></a></li> <%}%> <%}else{%> <%for(var i=0,it,il=list.length;i < il && (it=list[i]);i++){ it.logo=((it.logo && 'null'!=it.logo)?(decodeURIComponent(it.logo)+'/500'):'');(!!_k_ && (it.rk+=1));%> <li class="media-item"><a class="media media-proj" href="/m/weixin/detail.htm?pid=<%=it.id%>>=<%=$G.ETAG%>&et=<%=$G.GTAG%>&ADTAG=<%=$G.ADTAG%>"><div class="media-cover proj-cover"><img pre="1" src="<%=(it.logo || '//mat1.gtimg.com/gongyi/m/wx/yqj_201699/team_head.png')%>" error-img="//mat1.gtimg.com/gongyi/201799/icons/null_proj.png"></div><div class="media-info"> <%if(it.rk){%><p class="proj-rank">第 <b class="DinC"><%=it.rk%></b> 名</p><%}%> <h4 class="proj-name"><b><%#(decodeURIComponent(it.title) || '爱心企业')%></b></h4><p class="media-data proj-data">携手 <span class="DinC"><%=$G.Util.number.format(it.tms || 0)%></span> 人 9月9日筹得 <span class="DinC"><%=$G.Util.number.format((it.mn/100).toFixed(0))%></span> 元</p></div></a></li> <%}%> <%}%> <%}%> </script>
In [7]:
script[1].attrs['id']
Out[7]:
'tpl_match99_realtime_rslt'
In [105]:
soup.head.meta
Out[105]:
<meta charset="utf-8"/>
In [34]:
# 找到某个job下的job description
for each in all_matches:
jd_url= 'http://www.indeed.com/m/'+each['href']
#print jd_url
jd_page =urllib2.urlopen(jd_url)
jd_soup = BeautifulSoup(jd_page, 'lxml')
jd_desc = jd_soup.findAll(attrs={'id':['desc']})
#print jd_desc
print type(jd_desc)
break
<class 'bs4.element.ResultSet'>
In [39]:
# 将jd 写入到txt文档中
f=open('crawl.txt', 'w')
for each in all_matches:
jd_url= 'http://www.indeed.com/m/'+each['href']
jd_page =urllib2.urlopen(jd_url)
jd_soup = BeautifulSoup(jd_page, 'lxml')
title= jd_soup.html.head.title
#print title.string
f.write(title.string+'\n')
jd_desc = jd_soup.findAll(attrs={'id':['desc']})
#print jd_desc
# https://www.crummy.com/software/BeautifulSoup/bs3/documentation.html
# 这里有直接调出不含tag的方法介绍，不过自己clean或许更快
f.write(str(jd_desc))
f.write('\n################\n')
In [36]:
# 以上是单个page下爬出10份工作的
# 如何让爬虫程序自己换页？
for i in range(100):
url = "http://www.indeed.com/m/jobs?q=data+scientist&l=LA"
# 初始页
page = urllib2.urlopen(url)
soup = BeautifulSoup(page, 'lxml')
all_matches = soup.findAll(attrs={'rel':['nofollow']})
for each in all_matches:
jd_url= 'http://www.indeed.com/m/'+each['href']
jd_page =urllib2.urlopen(jd_url)
jd_soup = BeautifulSoup(jd_page, 'lxml')
jd_desc = jd_soup.findAll(attrs={'id':['desc']})
f.write(str(jd_desc))
f.write('\n################\n')
url_all = soup.findAll(attrs={'rel':['next']})
url = 'http://www.indeed.com/m/'+ str(url_all[0]['href'])
In [ ]:
Content source: xiaoli-chen/Godel
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