Python爬虫实现的根据分类爬取豆瓣电影信息功能示例
本文实例讲述了Python爬虫实现的根据分类爬取豆瓣电影信息功能。分享给大家供大家参考，具体如下：
代码的入口：
if__name__=='__main__': main()
#!/usr/bin/python3
#-*-coding:utf-8-*-
#author：Sirius.Zhao
importjson
fromurllib.parseimportquote
fromurllib.requestimporturlopen
fromurllib.requestimportRequest
importpymysql
importrequests
frombs4importBeautifulSoup
importsys
importdatetime
importtime
fromimpimportreload
importrandom
defLoadUserAgents(uafile):
"""
uafile:string
pathtotextfileofuseragents,oneperline
"""
uas=[]
withopen(uafile,'rb')asuaf:
foruainuaf.readlines():
ifua:
uas.append(ua.strip()[1:-1-1])
random.shuffle(uas)
returnuas
uas=LoadUserAgents("user_agents.txt")
#s={}
#foriinrange(3):
#s["key"]=[1,i,]
#print(s)
#print(s)
#所有的电影，去重
dict_movies={}
defdatetime_to_timestamp_in_milliseconds(d):
defcurrent_milli_time():returnint(round(time.time()*1000))
returncurrent_milli_time()
reload(sys)
#通过下面的网址获取分类列表
#https://movie.douban.com/chart
#根据分类和比例获取相应的电影
#https://movie.douban.com/typerank?type_name=%E5%96%9C%E5%89%A7&type=24&interval_id=100:90
#定义一个比例的列表
percent_list=['100:90','90:80','80:70','70:60','60:50','50:40','40:30','30:20','20:10','10:0']
#获取分类列表
deffind_iterm(url):
response=urlopen(url)
bs=BeautifulSoup(response,'html.parser')
iterms=bs.select('div.typesspana')
iterms_href=[iterm.get('href')foriterminiterms]
iterms_list=[iterm.textforiterminiterms]
lists=[iterms_list,iterms_href]
returnlists
#Accept:text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8
#Accept-Encoding:gzip,deflate,br
#Accept-Language:zh-CN,zh;q=0.9
#Connection:keep-alive
#Cookie:bid=mMrd75oQWFA;__utmc=30149280;__utmc=223695111;__yadk_uid=TsnvvnzAl9l5hXsJExLg5PkZQD8tW2xu;ll="108288";_vwo_uuid_v2=DA5ED1377260F937BEC8CBD3785E44E53|98ebf520a520de4c9c6b9bed6d211cd7;_pk_ref.100001.4cf6=%5B%22%22%2C%22%22%2C1522309082%2C%22https%3A%2F%2Fwww.baidu.com%2Flink%3Furl%3DR23_MHR8K3SFj2J4gH-0n2G67VhfRtaG8GFHstysqjnPZ_HxqpDmGX54pQSSCCCd%26wd%3D%26eqid%3Dde9da0fa00002a7f000000035abc9802%22%5D;_pk_ses.100001.4cf6=*;__utma=30149280.65574578.1521358273.1522244587.1522309083.7;__utmz=30149280.1522309083.7.7.utmcsr=baidu|utmccn=(organic)|utmcmd=organic;__utma=223695111.505210566.1522198584.1522244587.1522309083.3;__utmb=223695111.0.10.1522309083;__utmz=223695111.1522309083.3.3.utmcsr=baidu|utmccn=(organic)|utmcmd=organic;__utmt=1;__utmb=30149280.1.10.1522309083;_pk_id.100001.4cf6=c6e6b98e6f177261.1522198584.3.1522309214.1522248302.
#Host:movie.douban.com
#Referer:https://movie.douban.com/chart
#Upgrade-Insecure-Requests:1
#User-Agent:Mozilla/5.0(WindowsNT6.1;WOW64)AppleWebKit/537.36(KHTML,likeGecko)Chrome/64.0.3282.186Safari/537.36
#获取某个阶段总的电影数目（100:90....）
deffind_total_num(suffix,head):
link_total="https://movie.douban.com/j/chart/top_list_count?type="+suffix
print(link_total)
req=Request(link_total,headers=head)
total_data=urlopen(req)
total_num=json.load(total_data)['total']
returntotal_num
definsert_into_mysql(dict_movies):
con=pymysql.connect(host="localhost",user="root",password="root",database="douban",charset='utf8',port=3306)
cursor=con.cursor()
print(dict_movies)
sql_insert="INSERTINTO`douban`.`movies`(`rating`,`title`,`release_date`,`regions`,`types`,`actors`,`vote_count`,`score`,`rank`)VALUES(%s,%s,%s,%s,%s,%s,%s,%s,%s)"
forkey,recordindict_movies.items():
cursor.execute(sql_insert,record)
con.commit()
cursor.close()
con.close()
#获取电影
#获取totalNum
#https://movie.douban.com/j/chart/top_list_count?type=24&interval_id=100:90
#{"playable_count":232,"total":431,"unwatched_count":431}
#获取电影信息
#https://movie.douban.com/j/chart/top_list?type=11&interval_id=100%3A90&start=0&limit=562
deffind_allMovie_iterm(category,href):
#print(category,href)
ua=random.choice(uas)
head={
'User-Agent':ua,
'Cookie':'bid=mMrd75oQWFA;__utmc=30149280;__utmc=223695111;__yadk_uid=TsnvvnzAl9l5hXsJExLg5PkZQD8tW2xu;ll="108288";_vwo_uuid_v2=DA5ED1377260F937BEC8CBD3785E44E53|98ebf520a520de4c9c6b9bed6d211cd7;_pk_ref.100001.4cf6=%5B%22%22%2C%22%22%2C1522309082%2C%22https%3A%2F%2Fwww.baidu.com%2Flink%3Furl%3DR23_MHR8K3SFj2J4gH-0n2G67VhfRtaG8GFHstysqjnPZ_HxqpDmGX54pQSSCCCd%26wd%3D%26eqid%3Dde9da0fa00002a7f000000035abc9802%22%5D;_pk_ses.100001.4cf6=*;__utma=30149280.65574578.1521358273.1522244587.1522309083.7;__utmz=30149280.1522309083.7.7.utmcsr=baidu|utmccn=(organic)|utmcmd=organic;__utma=223695111.505210566.1522198584.1522244587.1522309083.3;__utmb=223695111.0.10.1522309083;__utmz=223695111.1522309083.3.3.utmcsr=baidu|utmccn=(organic)|utmcmd=organic;__utmt=1;__utmb=30149280.1.10.1522309083;_pk_id.100001.4cf6=c6e6b98e6f177261.1522198584.3.1522309214.1522248302.',
'Referer':'https://movie.douban.com/chart'
}
#/typerank?type_name=%E5%96%9C%E5%89%A7&type=24&interval_id=
suffix=href.split('&type=')[1]
link_movies="https://movie.douban.com/j/chart/top_list?type="+suffix
#获取数据
#{
#"rating":["8.2","45"],
#"rank":391,
#"types":["喜剧","犯罪","爱情"],
#"regions":["美国"],
#"title":"天堂里的烦恼",
#"release_date":"1932-10-21",
#"vote_count":1868,
#"score":"8.2",
#"actors":["米利亚姆·霍普金斯","凯·弗朗西斯","赫伯特·马歇尔","查尔斯·拉格尔斯","爱德华·艾沃瑞特·霍顿"],
#},
#去重使用
forstageinpercent_list:
time.sleep(2)
suffix_total=suffix+stage
total=find_total_num(suffix_total,head)
url_movies=link_movies+stage+'&start=0&limit='+str(total)
#解析每次获取的json串，形成record考虑去重
req=Request(url_movies,headers=head)
movies_list=urlopen(req)
#得到一个[{},{},{}]类型的json串
movies_list=json.load(movies_list)
print(movies_list)
formovieinmovies_list:
rating=str(int(movie['rating'][1])/10)
title=movie['title']
release_date=movie['release_date']
regions='，'.join(movie['regions'])
types='，'.join(movie['types'])
actors='，'.join(movie['actors'])
vote_count=movie['vote_count']
score=movie['score']
rank=movie['rank']
dict_movies[title+release_date]=[rating,title,release_date,regions,types,actors,vote_count,score,rank]
defmain():
url='https://movie.douban.com/chart'
#获取分类列表
iterms=find_iterm(url)
#获取每个分类的所有的电影传递：分类，分类href
foriinrange(len(iterms[1])):
find_allMovie_iterm(iterms[0][i],iterms[1][i].split('100:90')[0])
#将一个分类的电影插入到数据库中
insert_into_mysql(dict_movies)
if__name__=='__main__':
main()
user_agents.txt文件内容：
"Mozilla/5.0(compatible;MSIE10.0;WindowsNT6.1;WOW64;Trident/6.0)"
"Mozilla/5.0(compatible;MSIE10.0;WindowsNT6.1;Trident/6.0)"
"Mozilla/5.0(compatible;MSIE10.0;WindowsNT6.1;Trident/5.0)"
"Mozilla/4.0(compatible;MSIE10.0;WindowsNT6.1;Trident/5.0)"
"Mozilla/1.22(compatible;MSIE10.0;Windows3.1)"
"Mozilla/5.0(Windows;U;MSIE9.0;WIndowsNT9.0;en-US))"
"Mozilla/5.0(Windows;U;MSIE9.0;WindowsNT9.0;en-US)"
"Mozilla/5.0(compatible;MSIE9.0;WindowsNT7.1;Trident/5.0)"
"Mozilla/5.0(compatible;MSIE9.0;WindowsNT6.1;WOW64;Trident/5.0;SLCC2;MediaCenterPC6.0;InfoPath.3;MS-RTCLM8;Zune4.7)"
"Mozilla/5.0(compatible;MSIE9.0;WindowsNT6.1;WOW64;Trident/5.0;SLCC2;MediaCenterPC6.0;InfoPath.3;MS-RTCLM8;Zune4.7"
"Mozilla/5.0(compatible;MSIE9.0;WindowsNT6.1;WOW64;Trident/5.0;SLCC2;.NETCLR2.0.50727;.NETCLR3.5.30729;.NETCLR3.0.30729;MediaCenterPC6.0;Zune4.0;InfoPath.3;MS-RTCLM8;.NET4.0C;.NET4.0E)"
"Mozilla/5.0(compatible;MSIE9.0;WindowsNT6.1;WOW64;Trident/5.0;.NETCLR3.5.30729;.NETCLR3.0.30729;.NETCLR2.0.50727;MediaCenterPC6.0)"
"Mozilla/5.0(compatible;MSIE9.0;WindowsNT6.1;Win64;x64;Trident/5.0;.NETCLR3.5.30729;.NETCLR3.0.30729;.NETCLR2.0.50727;MediaCenterPC6.0)"
"Mozilla/5.0(compatible;MSIE9.0;WindowsNT6.1;Win64;x64;Trident/5.0;.NETCLR2.0.50727;SLCC2;.NETCLR3.5.30729;.NETCLR3.0.30729;MediaCenterPC6.0;Zune4.0;TabletPC2.0;InfoPath.3;.NET4.0C;.NET4.0E)"
"Mozilla/5.0(compatible;MSIE9.0;WindowsNT6.1;Win64;x64;Trident/5.0"
"Mozilla/5.0(compatible;MSIE9.0;WindowsNT6.1;Trident/5.0;chromeframe/11.0.696.57)"
"Mozilla/5.0(compatible;MSIE9.0;WindowsNT6.1;Trident/5.0)chromeframe/10.0.648.205"
"Mozilla/5.0(compatible;MSIE9.0;WindowsNT6.0;Trident/5.0;chromeframe/11.0.696.57)"
"Mozilla/5.0(;MSIE9.0;WindowsNT6.1;WOW64;Trident/5.0)"
"Mozilla/4.0(compatible;MSIE9.0;WindowsNT5.1;Trident/5.0)"
"Mozilla/4.0(compatible;MSIE7.0;WindowsNT7.1;Trident/5.0;.NETCLR2.0.50727;SLCC2;.NETCLR3.5.30729;.NETCLR3.0.30729;MediaCenterPC6.0;InfoPath.3;.NET4.0C)"
"Mozilla/4.0(compatible;MSIE7.0;WindowsNT6.1;WOW64;Trident/5.0;SLCC2;.NETCLR2.0.50727;.NETCLR3.5.30729;.NETCLR3.0.30729;MediaCenterPC6.0;.NET4.0C;.NET4.0E;AskTB5.5)"
"Mozilla/4.0(compatible;MSIE7.0;WindowsNT6.1;WOW64;Trident/5.0;SLCC2;.NETCLR2.0.50727;.NETCLR3.5.30729;.NETCLR3.0.30729;InfoPath.2;.NET4.0C;.NET4.0E)"
"Mozilla/4.0(compatible;MSIE7.0;WindowsNT6.1;Win64;x64;Trident/5.0;.NETCLR2.0.50727;SLCC2;.NETCLR3.5.30729;.NETCLR3.0.30729;MediaCenterPC6.0;InfoPath.3;.NET4.0C)"
"Mozilla/4.0(compatible;MSIE7.0;WindowsNT6.1;Trident/5.0;SLCC2;.NETCLR2.0.50727;.NETCLR3.5.30729;.NETCLR3.0.30729;MediaCenterPC6.0;FDM;.NETCLR1.1.4322;.NET4.0C;.NET4.0E;TabletPC2.0)"
"Mozilla/5.0(compatible;MSIE8.0;WindowsNT5.2;Trident/4.0;MediaCenterPC4.0;SLCC1;.NETCLR3.0.04320)"
"Mozilla/5.0(compatible;MSIE8.0;WindowsNT5.1;Trident/4.0;SLCC1;.NETCLR3.0.4506.2152;.NETCLR3.5.30729;.NETCLR1.1.4322)"
"Mozilla/5.0(compatible;MSIE8.0;WindowsNT5.1;Trident/4.0;InfoPath.2;SLCC1;.NETCLR3.0.4506.2152;.NETCLR3.5.30729;.NETCLR2.0.50727)"
"Mozilla/5.0(compatible;MSIE8.0;WindowsNT5.1;Trident/4.0;.NETCLR1.1.4322;.NETCLR2.0.50727)"
"Mozilla/5.0(compatible;MSIE8.0;WindowsNT5.0;Trident/4.0;InfoPath.1;SV1;.NETCLR3.0.4506.2152;.NETCLR3.5.30729;.NETCLR3.0.04506.30)"
"Mozilla/5.0(compatible;MSIE7.0;WindowsNT5.0;Trident/4.0;FBSMTWB;.NETCLR2.0.34861;.NETCLR3.0.3746.3218;.NETCLR3.5.33652;msnOptimizedIE8;ENUS)"
"Mozilla/4.0(compatible;MSIE8.0;WindowsNT6.2;Trident/4.0;SLCC2;.NETCLR2.0.50727;.NETCLR3.5.30729;.NETCLR3.0.30729;MediaCenterPC6.0)"
"Mozilla/4.0(compatible;MSIE8.0;WindowsNT6.1;WOW64;Trident/4.0;SLCC2;MediaCenterPC6.0;InfoPath.2;MS-RTCLM8)"
"Mozilla/4.0(compatible;MSIE8.0;WindowsNT6.1;WOW64;Trident/4.0;SLCC2;MediaCenterPC6.0;InfoPath.2;MS-RTCLM8"
"Mozilla/4.0(compatible;MSIE8.0;WindowsNT6.1;WOW64;Trident/4.0;SLCC2;.NETCLR2.0.50727;MediaCenterPC6.0;.NETCLR3.5.30729;.NETCLR3.0.30729;.NET4.0C)"
"Mozilla/4.0(compatible;MSIE8.0;WindowsNT6.1;WOW64;Trident/4.0;SLCC2;.NETCLR2.0.50727;InfoPath.3;.NET4.0C;.NET4.0E;.NETCLR3.5.30729;.NETCLR3.0.30729;MS-RTCLM8)"
"Mozilla/4.0(compatible;MSIE8.0;WindowsNT6.1;WOW64;Trident/4.0;SLCC2;.NETCLR2.0.50727;InfoPath.2)"
"Mozilla/4.0(compatible;MSIE8.0;WindowsNT6.1;WOW64;Trident/4.0;SLCC2;.NETCLR2.0.50727;.NETCLR3.5.30729;.NETCLR3.0.30729;MediaCenterPC6.0;Zune3.0)"
"Mozilla/4.0(compatible;MSIE8.0;WindowsNT6.1;WOW64;Trident/4.0;SLCC2;.NETCLR2.0.50727;.NETCLR3.5.30729;.NETCLR3.0.30729;MediaCenterPC6.0;msnOptimizedIE8;ZHCN)"
"Mozilla/4.0(compatible;MSIE8.0;WindowsNT6.1;WOW64;Trident/4.0;SLCC2;.NETCLR2.0.50727;.NETCLR3.5.30729;.NETCLR3.0.30729;MediaCenterPC6.0;MS-RTCLM8;InfoPath.3;.NET4.0C;.NET4.0E)chromeframe/8.0.552.224"
"Mozilla/4.0(compatible;MSIE8.0;WindowsNT6.1;WOW64;Trident/4.0;SLCC2;.NETCLR2.0.50727;.NETCLR3.5.30729;.NETCLR3.0.30729;MediaCenterPC6.0;MS-RTCLM8;.NET4.0C;.NET4.0E;Zune4.7;InfoPath.3)"
"Mozilla/4.0(compatible;MSIE8.0;WindowsNT6.1;WOW64;Trident/4.0;SLCC2;.NETCLR2.0.50727;.NETCLR3.5.30729;.NETCLR3.0.30729;MediaCenterPC6.0;MS-RTCLM8;.NET4.0C;.NET4.0E;Zune4.7)"
"Mozilla/4.0(compatible;MSIE8.0;WindowsNT6.1;WOW64;Trident/4.0;SLCC2;.NETCLR2.0.50727;.NETCLR3.5.30729;.NETCLR3.0.30729;MediaCenterPC6.0;MS-RTCLM8)"
"Mozilla/4.0(compatible;MSIE8.0;WindowsNT6.1;WOW64;Trident/4.0;SLCC2;.NETCLR2.0.50727;.NETCLR3.5.30729;.NETCLR3.0.30729;MediaCenterPC6.0;InfoPath.3;Zune4.0)"
"Mozilla/4.0(compatible;MSIE8.0;WindowsNT6.1;WOW64;Trident/4.0;SLCC2;.NETCLR2.0.50727;.NETCLR3.5.30729;.NETCLR3.0.30729;MediaCenterPC6.0;InfoPath.3;.NET4.0C;.NET4.0E;MS-RTCLM8;Zune4.7)"
"Mozilla/5.0(X11;Linuxx86_64;rv:2.2a1pre)Gecko/20110324Firefox/4.2a1pre"
"Mozilla/5.0(X11;Linuxx86_64;rv:2.2a1pre)Gecko/20100101Firefox/4.2a1pre"
"Mozilla/5.0(WindowsNT6.1;Win64;x64;rv:2.2a1pre)Gecko/20110324Firefox/4.2a1pre"
"Mozilla/5.0(WindowsNT6.1;Win64;x64;rv:2.2a1pre)Gecko/20110323Firefox/4.2a1pre"
"Mozilla/5.0(X11;Linuxx86_64;rv:2.0b9pre)Gecko/20110111Firefox/4.0b9pre"
"Mozilla/5.0(WindowsNT6.1;Win64;x64;rv:2.0b9pre)Gecko/20101228Firefox/4.0b9pre"
"Mozilla/5.0(WindowsNT5.1;rv:2.0b9pre)Gecko/20110105Firefox/4.0b9pre"
"Mozilla/5.0(WindowsNT6.1;WOW64;rv:2.0b8pre)Gecko/20101114Firefox/4.0b8pre"
"Mozilla/5.0(WindowsNT6.1;Win64;x64;rv:2.0b8pre)Gecko/20101213Firefox/4.0b8pre"
"Mozilla/5.0(WindowsNT6.1;Win64;x64;rv:2.0b8pre)Gecko/20101128Firefox/4.0b8pre"
"Mozilla/5.0(WindowsNT6.1;Win64;x64;rv:2.0b8pre)Gecko/20101114Firefox/4.0b8pre"
"Mozilla/5.0(WindowsNT5.1;rv:2.0b8pre)Gecko/20101127Firefox/4.0b8pre"
"Mozilla/5.0(Macintosh;IntelMacOSX10.6;rv:2.0b8)Gecko/20100101Firefox/4.0b8"
"Mozilla/5.0(WindowsNT6.1;rv:2.0b7pre)Gecko/20100921Firefox/4.0b7pre"
"Mozilla/5.0(WindowsNT6.1;WOW64;rv:2.0b7)Gecko/20101111Firefox/4.0b7"
"Mozilla/5.0(WindowsNT6.1;WOW64;rv:2.0b7)Gecko/20100101Firefox/4.0b7"
"Mozilla/5.0(WindowsNT6.1;WOW64;rv:2.0b6pre)Gecko/20100903Firefox/4.0b6pre"
"Mozilla/5.0(WindowsNT6.1;rv:2.0b6pre)Gecko/20100903Firefox/4.0b6preFirefox/4.0b6pre"
"Mozilla/5.0(X11;Linuxx86_64;rv:2.0b4)Gecko/20100818Firefox/4.0b4"
"Mozilla/5.0(X11;Linuxi686;rv:2.0b3pre)Gecko/20100731Firefox/4.0b3pre"
"Mozilla/5.0(WindowsNT5.2;rv:2.0b13pre)Gecko/20110304Firefox/4.0b13pre"
"Mozilla/5.0(WindowsNT5.1;rv:2.0b13pre)Gecko/20110223Firefox/4.0b13pre"
"Mozilla/5.0(X11;Linuxi686;rv:2.0b12pre)Gecko/20110204Firefox/4.0b12pre"
"Mozilla/5.0(X11;Linuxi686;rv:2.0b12pre)Gecko/20100101Firefox/4.0b12pre"
"Mozilla/5.0(WindowsNT6.1;WOW64;rv:2.0b11pre)Gecko/20110128Firefox/4.0b11pre"
"Mozilla/5.0(WindowsNT6.1;Win64;x64;rv:2.0b11pre)Gecko/20110131Firefox/4.0b11pre"
"Mozilla/5.0(WindowsNT6.1;Win64;x64;rv:2.0b11pre)Gecko/20110129Firefox/4.0b11pre"
"Mozilla/5.0(WindowsNT6.1;Win64;x64;rv:2.0b11pre)Gecko/20110128Firefox/4.0b11pre"
"Mozilla/5.0(WindowsNT6.1;rv:2.0b11pre)Gecko/20110126Firefox/4.0b11pre"
"Mozilla/5.0(Macintosh;IntelMacOSX10.6;rv:2.0b11pre)Gecko/20110126Firefox/4.0b11pre"
"Mozilla/5.0(WindowsNT6.1;Win64;x64;rv:2.0b10pre)Gecko/20110118Firefox/4.0b10pre"
"Mozilla/5.0(WindowsNT6.1;rv:2.0b10pre)Gecko/20110113Firefox/4.0b10pre"
"Mozilla/5.0(X11;Linuxi686;rv:2.0b10)Gecko/20100101Firefox/4.0b10"
"Mozilla/5.0(Windows;U;WindowsNT6.1;en-US;rv:2.0b10)Gecko/20110126Firefox/4.0b10"
"Mozilla/5.0(WindowsNT6.1;rv:2.0b10)Gecko/20110126Firefox/4.0b10"
"Mozilla/5.0(X11;U;Linuxx86_64;pl-PL;rv:2.0)Gecko/20110307Firefox/4.0"
"Mozilla/5.0(X11;U;Linuxi686;en-GB;rv:2.0)Gecko/20110404Fedora/16-devFirefox/4.0"
"Mozilla/5.0(X11;ArchLinuxi686;rv:2.0)Gecko/20110321Firefox/4.0"
"Mozilla/5.0(Windows;U;WindowsNT6.1;ru;rv:1.9.2.3)Gecko/20100401Firefox/4.0(.NETCLR3.5.30729)"
"Mozilla/5.0(WindowsNT6.1;rv:2.0)Gecko/20110319Firefox/4.0"
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"Mozilla/5.0(X11;Linuxi686)AppleWebKit/534.23(KHTML,likeGecko)Chrome/11.0.686.3Safari/534.23"
"Mozilla/5.0(Windows;U;WindowsNT5.1;en-US)AppleWebKit/534.21(KHTML,likeGecko)Chrome/11.0.682.0Safari/534.21"
"Mozilla/5.0(Windows;U;WindowsNT5.1;en-US)AppleWebKit/534.21(KHTML,likeGecko)Chrome/11.0.678.0Safari/534.21"
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"Mozilla/5.0(WindowsNT)AppleWebKit/534.20(KHTML,likeGecko)Chrome/11.0.672.2Safari/534.20"
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"Mozilla/5.0(Macintosh;