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Python爬虫实现的根据分类爬取豆瓣电影信息功能示例

作者：_a_0_　　发布时间：2022-10-14 04:27:51　

标签：Python,爬虫,爬取,豆瓣电影信息

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
import json
from urllib.parse import quote
from urllib.request import urlopen
from urllib.request import Request
import pymysql
import requests
from bs4 import BeautifulSoup
import sys
import datetime
import time
from imp import reload
import random
def LoadUserAgents(uafile):
"""
uafile : string
path to text file of user agents, one per line
"""
uas = []
with open(uafile, 'rb') as uaf:
for ua in uaf.readlines():
if ua:
uas.append(ua.strip()[1:-1 - 1])
random.shuffle(uas)
return uas
uas = LoadUserAgents("user_agents.txt")
# s = {}
# for i in range(3):
# s["key"] = [1,i,]
# print(s)
# print(s)
#所有的电影，去重
dict_movies = {}
def datetime_to_timestamp_in_milliseconds(d):
def current_milli_time(): return int(round(time.time() * 1000))
return current_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
def find_iterm(url):
response = urlopen(url)
bs = BeautifulSoup(response,'html.parser')
iterms = bs.select('div.types span a')
iterms_href = [iterm.get('href') for iterm in iterms]
iterms_list = [iterm.text for iterm in iterms]
lists = [iterms_list,iterms_href]
return lists
# 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 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/64.0.3282.186 Safari/537.36
#获取某个阶段总的电影数目（100:90....）
def find_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']
return total_num
def insert_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 = "INSERT INTO `douban`.`movies` (`rating`, `title`, `release_date`, `regions`, `types`, `actors`, `vote_count`, `score`, `rank`) VALUES (％s, ％s, ％s, ％s, ％s, ％s, ％s, ％s, ％s)"
for key,record in dict_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
def find_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
for stage in percent_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)
for movie in movies_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]
def main():
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
for i in range(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; MSIE 10.0; Windows NT 6.1; WOW64; Trident/6.0)"
"Mozilla/5.0 (compatible; MSIE 10.0; Windows NT 6.1; Trident/6.0)"
"Mozilla/5.0 (compatible; MSIE 10.0; Windows NT 6.1; Trident/5.0)"
"Mozilla/4.0 (compatible; MSIE 10.0; Windows NT 6.1; Trident/5.0)"
"Mozilla/1.22 (compatible; MSIE 10.0; Windows 3.1)"
"Mozilla/5.0 (Windows; U; MSIE 9.0; WIndows NT 9.0; en-US))"
"Mozilla/5.0 (Windows; U; MSIE 9.0; Windows NT 9.0; en-US)"
"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 7.1; Trident/5.0)"
"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0; SLCC2; Media Center PC 6.0; InfoPath.3; MS-RTC LM 8; Zune 4.7)"
"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0; SLCC2; Media Center PC 6.0; InfoPath.3; MS-RTC LM 8; Zune 4.7"
"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; Zune 4.0; InfoPath.3; MS-RTC LM 8; .NET4.0C; .NET4.0E)"
"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0; .NET CLR 3.5.30729; .NET CLR 3.0.30729; .NET CLR 2.0.50727; Media Center PC 6.0)"
"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; Win64; x64; Trident/5.0; .NET CLR 3.5.30729; .NET CLR 3.0.30729; .NET CLR 2.0.50727; Media Center PC 6.0)"
"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; Win64; x64; Trident/5.0; .NET CLR 2.0.50727; SLCC2; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; Zune 4.0; Tablet PC 2.0; InfoPath.3; .NET4.0C; .NET4.0E)"
"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; Win64; x64; Trident/5.0"
"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; Trident/5.0; chromeframe/11.0.696.57)"
"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; Trident/5.0) chromeframe/10.0.648.205"
"Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.0; Trident/5.0; chromeframe/11.0.696.57)"
"Mozilla/5.0 ( ; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0)"
"Mozilla/4.0 (compatible; MSIE 9.0; Windows NT 5.1; Trident/5.0)"
"Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 7.1; Trident/5.0; .NET CLR 2.0.50727; SLCC2; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; InfoPath.3; .NET4.0C)"
"Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 6.1; WOW64; Trident/5.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; .NET4.0C; .NET4.0E; AskTB5.5)"
"Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 6.1; WOW64; Trident/5.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; InfoPath.2; .NET4.0C; .NET4.0E)"
"Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 6.1; Win64; x64; Trident/5.0; .NET CLR 2.0.50727; SLCC2; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; InfoPath.3; .NET4.0C)"
"Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 6.1; Trident/5.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; FDM; .NET CLR 1.1.4322; .NET4.0C; .NET4.0E; Tablet PC 2.0)"
"Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.2; Trident/4.0; Media Center PC 4.0; SLCC1; .NET CLR 3.0.04320)"
"Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; SLCC1; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; .NET CLR 1.1.4322)"
"Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; InfoPath.2; SLCC1; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; .NET CLR 2.0.50727)"
"Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; .NET CLR 1.1.4322; .NET CLR 2.0.50727)"
"Mozilla/5.0 (compatible; MSIE 8.0; Windows NT 5.0; Trident/4.0; InfoPath.1; SV1; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; .NET CLR 3.0.04506.30)"
"Mozilla/5.0 (compatible; MSIE 7.0; Windows NT 5.0; Trident/4.0; FBSMTWB; .NET CLR 2.0.34861; .NET CLR 3.0.3746.3218; .NET CLR 3.5.33652; msn OptimizedIE8;ENUS)"
"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 6.2; Trident/4.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0)"
"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 6.1; WOW64; Trident/4.0; SLCC2; Media Center PC 6.0; InfoPath.2; MS-RTC LM 8)"
"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 6.1; WOW64; Trident/4.0; SLCC2; Media Center PC 6.0; InfoPath.2; MS-RTC LM 8"
"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 6.1; WOW64; Trident/4.0; SLCC2; .NET CLR 2.0.50727; Media Center PC 6.0; .NET CLR 3.5.30729; .NET CLR 3.0.30729; .NET4.0C)"
"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 6.1; WOW64; Trident/4.0; SLCC2; .NET CLR 2.0.50727; InfoPath.3; .NET4.0C; .NET4.0E; .NET CLR 3.5.30729; .NET CLR 3.0.30729; MS-RTC LM 8)"
"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 6.1; WOW64; Trident/4.0; SLCC2; .NET CLR 2.0.50727; InfoPath.2)"
"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 6.1; WOW64; Trident/4.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; Zune 3.0)"
"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 6.1; WOW64; Trident/4.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; msn OptimizedIE8;ZHCN)"
"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 6.1; WOW64; Trident/4.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; MS-RTC LM 8; InfoPath.3; .NET4.0C; .NET4.0E) chromeframe/8.0.552.224"
"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 6.1; WOW64; Trident/4.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; MS-RTC LM 8; .NET4.0C; .NET4.0E; Zune 4.7; InfoPath.3)"
"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 6.1; WOW64; Trident/4.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; MS-RTC LM 8; .NET4.0C; .NET4.0E; Zune 4.7)"
"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 6.1; WOW64; Trident/4.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; MS-RTC LM 8)"
"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 6.1; WOW64; Trident/4.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; InfoPath.3; Zune 4.0)"
"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 6.1; WOW64; Trident/4.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; InfoPath.3; .NET4.0C; .NET4.0E; MS-RTC LM 8; Zune 4.7)"
"Mozilla/5.0 (X11; Linux x86_64; rv:2.2a1pre) Gecko/20110324 Firefox/4.2a1pre"
"Mozilla/5.0 (X11; Linux x86_64; rv:2.2a1pre) Gecko/20100101 Firefox/4.2a1pre"
"Mozilla/5.0 (Windows NT 6.1; Win64; x64; rv:2.2a1pre) Gecko/20110324 Firefox/4.2a1pre"
"Mozilla/5.0 (Windows NT 6.1; Win64; x64; rv:2.2a1pre) Gecko/20110323 Firefox/4.2a1pre"
"Mozilla/5.0 (X11; Linux x86_64; rv:2.0b9pre) Gecko/20110111 Firefox/4.0b9pre"
"Mozilla/5.0 (Windows NT 6.1; Win64; x64; rv:2.0b9pre) Gecko/20101228 Firefox/4.0b9pre"
"Mozilla/5.0 (Windows NT 5.1; rv:2.0b9pre) Gecko/20110105 Firefox/4.0b9pre"
"Mozilla/5.0 (Windows NT 6.1; WOW64; rv:2.0b8pre) Gecko/20101114 Firefox/4.0b8pre"
"Mozilla/5.0 (Windows NT 6.1; Win64; x64; rv:2.0b8pre) Gecko/20101213 Firefox/4.0b8pre"
"Mozilla/5.0 (Windows NT 6.1; Win64; x64; rv:2.0b8pre) Gecko/20101128 Firefox/4.0b8pre"
"Mozilla/5.0 (Windows NT 6.1; Win64; x64; rv:2.0b8pre) Gecko/20101114 Firefox/4.0b8pre"
"Mozilla/5.0 (Windows NT 5.1; rv:2.0b8pre) Gecko/20101127 Firefox/4.0b8pre"
"Mozilla/5.0 (Macintosh; Intel Mac OS X 10.6; rv:2.0b8) Gecko/20100101 Firefox/4.0b8"
"Mozilla/5.0 (Windows NT 6.1; rv:2.0b7pre) Gecko/20100921 Firefox/4.0b7pre"
"Mozilla/5.0 (Windows NT 6.1; WOW64; rv:2.0b7) Gecko/20101111 Firefox/4.0b7"
"Mozilla/5.0 (Windows NT 6.1; WOW64; rv:2.0b7) Gecko/20100101 Firefox/4.0b7"
"Mozilla/5.0 (Windows NT 6.1; WOW64; rv:2.0b6pre) Gecko/20100903 Firefox/4.0b6pre"
"Mozilla/5.0 (Windows NT 6.1; rv:2.0b6pre) Gecko/20100903 Firefox/4.0b6pre Firefox/4.0b6pre"
"Mozilla/5.0 (X11; Linux x86_64; rv:2.0b4) Gecko/20100818 Firefox/4.0b4"
"Mozilla/5.0 (X11; Linux i686; rv:2.0b3pre) Gecko/20100731 Firefox/4.0b3pre"
"Mozilla/5.0 (Windows NT 5.2; rv:2.0b13pre) Gecko/20110304 Firefox/4.0b13pre"
"Mozilla/5.0 (Windows NT 5.1; rv:2.0b13pre) Gecko/20110223 Firefox/4.0b13pre"
"Mozilla/5.0 (X11; Linux i686; rv:2.0b12pre) Gecko/20110204 Firefox/4.0b12pre"
"Mozilla/5.0 (X11; Linux i686; rv:2.0b12pre) Gecko/20100101 Firefox/4.0b12pre"
"Mozilla/5.0 (Windows NT 6.1; WOW64; rv:2.0b11pre) Gecko/20110128 Firefox/4.0b11pre"
"Mozilla/5.0 (Windows NT 6.1; Win64; x64; rv:2.0b11pre) Gecko/20110131 Firefox/4.0b11pre"
"Mozilla/5.0 (Windows NT 6.1; Win64; x64; rv:2.0b11pre) Gecko/20110129 Firefox/4.0b11pre"
"Mozilla/5.0 (Windows NT 6.1; Win64; x64; rv:2.0b11pre) Gecko/20110128 Firefox/4.0b11pre"
"Mozilla/5.0 (Windows NT 6.1; rv:2.0b11pre) Gecko/20110126 Firefox/4.0b11pre"
"Mozilla/5.0 (Macintosh; Intel Mac OS X 10.6; rv:2.0b11pre) Gecko/20110126 Firefox/4.0b11pre"
"Mozilla/5.0 (Windows NT 6.1; Win64; x64; rv:2.0b10pre) Gecko/20110118 Firefox/4.0b10pre"
"Mozilla/5.0 (Windows NT 6.1; rv:2.0b10pre) Gecko/20110113 Firefox/4.0b10pre"
"Mozilla/5.0 (X11; Linux i686; rv:2.0b10) Gecko/20100101 Firefox/4.0b10"
"Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US; rv:2.0b10) Gecko/20110126 Firefox/4.0b10"
"Mozilla/5.0 (Windows NT 6.1; rv:2.0b10) Gecko/20110126 Firefox/4.0b10"
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"Opera/9.80 (X11; Linux i686; U; ja) Presto/2.7.62 Version/11.01"
"Opera/9.80 (X11; Linux i686; U; fr) Presto/2.7.62 Version/11.01"
"Opera/9.80 (Windows NT 6.1; U; zh-tw) Presto/2.7.62 Version/11.01"
"Opera/9.80 (Windows NT 6.1; U; zh-cn) Presto/2.7.62 Version/11.01"
"Opera/9.80 (Windows NT 6.1; U; sv) Presto/2.7.62 Version/11.01"
"Opera/9.80 (Windows NT 6.1; U; en-US) Presto/2.7.62 Version/11.01"
"Opera/9.80 (Windows NT 6.1; U; cs) Presto/2.7.62 Version/11.01"
"Opera/9.80 (Windows NT 6.0; U; pl) Presto/2.7.62 Version/11.01"
"Opera/9.80 (Windows NT 5.2; U; ru) Presto/2.7.62 Version/11.01"
"Opera/9.80 (Windows NT 5.1; U;) Presto/2.7.62 Version/11.01"
"Opera/9.80 (Windows NT 5.1; U; cs) Presto/2.7.62 Version/11.01"
"Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US; rv:1.9.2.13) Gecko/20101213 Opera/9.80 (Windows NT 6.1; U; zh-tw) Presto/2.7.62 Version/11.01"
"Mozilla/5.0 (Windows NT 6.1; U; nl; rv:1.9.1.6) Gecko/20091201 Firefox/3.5.6 Opera 11.01"
"Mozilla/5.0 (Windows NT 6.1; U; de; rv:1.9.1.6) Gecko/20091201 Firefox/3.5.6 Opera 11.01"
"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 6.1; de) Opera 11.01"
"Opera/9.80 (X11; Linux x86_64; U; pl) Presto/2.7.62 Version/11.00"
"Opera/9.80 (X11; Linux i686; U; it) Presto/2.7.62 Version/11.00"
"Opera/9.80 (Windows NT 6.1; U; zh-cn) Presto/2.6.37 Version/11.00"
"Opera/9.80 (Windows NT 6.1; U; pl) Presto/2.7.62 Version/11.00"
"Opera/9.80 (Windows NT 6.1; U; ko) Presto/2.7.62 Version/11.00"
"Opera/9.80 (Windows NT 6.1; U; fi) Presto/2.7.62 Version/11.00"
"Opera/9.80 (Windows NT 6.1; U; en-GB) Presto/2.7.62 Version/11.00"
"Opera/9.80 (Windows NT 6.1 x64; U; en) Presto/2.7.62 Version/11.00"
"Opera/9.80 (Windows NT 6.0; U; en) Presto/2.7.39 Version/11.00"
"Opera/9.80 (Windows NT 5.1; U; ru) Presto/2.7.39 Version/11.00"
"Opera/9.80 (Windows NT 5.1; U; MRA 5.5 (build 02842); ru) Presto/2.7.62 Version/11.00"
"Opera/9.80 (Windows NT 5.1; U; it) Presto/2.7.62 Version/11.00"
"Mozilla/5.0 (Windows NT 6.0; U; ja; rv:1.9.1.6) Gecko/20091201 Firefox/3.5.6 Opera 11.00"
"Mozilla/5.0 (Windows NT 5.1; U; pl; rv:1.9.1.6) Gecko/20091201 Firefox/3.5.6 Opera 11.00"
"Mozilla/5.0 (Windows NT 5.1; U; de; rv:1.9.1.6) Gecko/20091201 Firefox/3.5.6 Opera 11.00"
"Mozilla/4.0 (compatible; MSIE 8.0; X11; Linux x86_64; pl) Opera 11.00"
"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 6.1; fr) Opera 11.00"
"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 6.0; ja) Opera 11.00"
"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 6.0; en) Opera 11.00"
"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; pl) Opera 11.00"
"Opera/9.80 (Windows NT 6.1; U; pl) Presto/2.6.31 Version/10.70"
"Mozilla/5.0 (Windows NT 5.2; U; ru; rv:1.9.1.6) Gecko/20091201 Firefox/3.5.6 Opera 10.70"
"Mozilla/5.0 (Windows NT 5.1; U; zh-cn; rv:1.9.1.6) Gecko/20091201 Firefox/3.5.6 Opera 10.70"
"Opera/9.80 (Windows NT 5.2; U; zh-cn) Presto/2.6.30 Version/10.63"
"Opera/9.80 (Windows NT 5.2; U; en) Presto/2.6.30 Version/10.63"
"Opera/9.80 (Windows NT 5.1; U; MRA 5.6 (build 03278); ru) Presto/2.6.30 Version/10.63"
"Opera/9.80 (Windows NT 5.1; U; pl) Presto/2.6.30 Version/10.62"
"Mozilla/5.0 (X11; Linux x86_64; U; de; rv:1.9.1.6) Gecko/20091201 Firefox/3.5.6 Opera 10.62"
"Mozilla/4.0 (compatible; MSIE 8.0; X11; Linux x86_64; de) Opera 10.62"
"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 6.1; en) Opera 10.62"
"Opera/9.80 (X11; Linux i686; U; pl) Presto/2.6.30 Version/10.61"
"Opera/9.80 (X11; Linux i686; U; es-ES) Presto/2.6.30 Version/10.61"
"Opera/9.80 (Windows NT 6.1; U; zh-cn) Presto/2.6.30 Version/10.61"
"Opera/9.80 (Windows NT 6.1; U; en) Presto/2.6.30 Version/10.61"
"Opera/9.80 (Windows NT 6.0; U; it) Presto/2.6.30 Version/10.61"
"Opera/9.80 (Windows NT 5.2; U; ru) Presto/2.6.30 Version/10.61"
"Opera/9.80 (Windows 98; U; de) Presto/2.6.30 Version/10.61"
"Opera/9.80 (Macintosh; Intel Mac OS X; U; nl) Presto/2.6.30 Version/10.61"
"Opera/9.80 (X11; Linux i686; U; en) Presto/2.5.27 Version/10.60"
"Opera/9.80 (Windows NT 6.0; U; nl) Presto/2.6.30 Version/10.60"
"Opera/10.60 (Windows NT 5.1; U; zh-cn) Presto/2.6.30 Version/10.60"
"Opera/10.60 (Windows NT 5.1; U; en-US) Presto/2.6.30 Version/10.60"
"Opera/9.80 (X11; Linux i686; U; it) Presto/2.5.24 Version/10.54"
"Opera/9.80 (X11; Linux i686; U; en-GB) Presto/2.5.24 Version/10.53"
"Mozilla/5.0 (Windows NT 5.1; U; zh-cn; rv:1.9.1.6) Gecko/20091201 Firefox/3.5.6 Opera 10.53"
"Mozilla/5.0 (Windows NT 5.1; U; Firefox/5.0; en; rv:1.9.1.6) Gecko/20091201 Firefox/3.5.6 Opera 10.53"
"Mozilla/5.0 (Windows NT 5.1; U; Firefox/4.5; en; rv:1.9.1.6) Gecko/20091201 Firefox/3.5.6 Opera 10.53"
"Mozilla/5.0 (Windows NT 5.1; U; Firefox/3.5; en; rv:1.9.1.6) Gecko/20091201 Firefox/3.5.6 Opera 10.53"
"Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; ko) Opera 10.53"
"Opera/9.80 (Windows NT 6.1; U; fr) Presto/2.5.24 Version/10.52"
"Opera/9.80 (Windows NT 6.1; U; en) Presto/2.5.22 Version/10.51"
"Opera/9.80 (Windows NT 6.0; U; cs) Presto/2.5.22 Version/10.51"
"Opera/9.80 (Windows NT 5.2; U; ru) Presto/2.5.22 Version/10.51"
"Opera/9.80 (Linux i686; U; en) Presto/2.5.22 Version/10.51"
"Mozilla/5.0 (Windows NT 6.1; U; en-GB; rv:1.9.1.6) Gecko/20091201 Firefox/3.5.6 Opera 10.51"
"Mozilla/5.0 (Linux i686; U; en; rv:1.9.1.6) Gecko/20091201 Firefox/3.5.6 Opera 10.51"
"Mozilla/4.0 (compatible; MSIE 8.0; Linux i686; en) Opera 10.51"
"Opera/9.80 (Windows NT 6.1; U; zh-tw) Presto/2.5.22 Version/10.50"
"Opera/9.80 (Windows NT 6.1; U; zh-cn) Presto/2.5.22 Version/10.50"
"Opera/9.80 (Windows NT 6.1; U; sk) Presto/2.6.22 Version/10.50"
"Opera/9.80 (Windows NT 6.1; U; ja) Presto/2.5.22 Version/10.50"
"Opera/9.80 (Windows NT 6.0; U; zh-cn) Presto/2.5.22 Version/10.50"
"Opera/9.80 (Windows NT 5.1; U; sk) Presto/2.5.22 Version/10.50"
"Opera/9.80 (Windows NT 5.1; U; ru) Presto/2.5.22 Version/10.50"
"Opera/10.50 (Windows NT 6.1; U; en-GB) Presto/2.2.2"
"Opera/9.80 (S60; SymbOS; Opera Tablet/9174; U; en) Presto/2.7.81 Version/10.5"
"Opera/9.80 (X11; U; Linux i686; en-US; rv:1.9.2.3) Presto/2.2.15 Version/10.10"
"Opera/9.80 (X11; Linux x86_64; U; it) Presto/2.2.15 Version/10.10"
"Opera/9.80 (Windows NT 6.1; U; de) Presto/2.2.15 Version/10.10"
"Opera/9.80 (Windows NT 6.0; U; Gecko/20100115; pl) Presto/2.2.15 Version/10.10"
"Opera/9.80 (Windows NT 6.0; U; en) Presto/2.2.15 Version/10.10"
"Opera/9.80 (Windows NT 5.1; U; de) Presto/2.2.15 Version/10.10"
"Opera/9.80 (Windows NT 5.1; U; cs) Presto/2.2.15 Version/10.10"
"Mozilla/5.0 (Windows NT 6.0; U; tr; rv:1.8.1) Gecko/20061208 Firefox/2.0.0 Opera 10.10"
"Mozilla/4.0 (compatible; MSIE 6.0; X11; Linux i686; de) Opera 10.10"
"Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 6.0; tr) Opera 10.10"
"Opera/9.80 (X11; Linux x86_64; U; en-GB) Presto/2.2.15 Version/10.01"
"Opera/9.80 (X11; Linux x86_64; U; en) Presto/2.2.15 Version/10.00"
"Opera/9.80 (X11; Linux x86_64; U; de) Presto/2.2.15 Version/10.00"
"Opera/9.80 (X11; Linux i686; U; ru) Presto/2.2.15 Version/10.00"
"Opera/9.80 (X11; Linux i686; U; pt-BR) Presto/2.2.15 Version/10.00"
"Opera/9.80 (X11; Linux i686; U; pl) Presto/2.2.15 Version/10.00"
"Opera/9.80 (X11; Linux i686; U; nb) Presto/2.2.15 Version/10.00"
"Opera/9.80 (X11; Linux i686; U; en-GB) Presto/2.2.15 Version/10.00"
"Opera/9.80 (X11; Linux i686; U; en) Presto/2.2.15 Version/10.00"
"Opera/9.80 (X11; Linux i686; U; Debian; pl) Presto/2.2.15 Version/10.00"
"Opera/9.80 (X11; Linux i686; U; de) Presto/2.2.15 Version/10.00"
"Opera/9.80 (Windows NT 6.1; U; zh-cn) Presto/2.2.15 Version/10.00"
"Opera/9.80 (Windows NT 6.1; U; fi) Presto/2.2.15 Version/10.00"
"Opera/9.80 (Windows NT 6.1; U; en) Presto/2.2.15 Version/10.00"
"Opera/9.80 (Windows NT 6.1; U; de) Presto/2.2.15 Version/10.00"
"Opera/9.80 (Windows NT 6.1; U; cs) Presto/2.2.15 Version/10.00"
"Opera/9.80 (Windows NT 6.0; U; en) Presto/2.2.15 Version/10.00"
"Opera/9.80 (Windows NT 6.0; U; de) Presto/2.2.15 Version/10.00"
"Opera/9.80 (Windows NT 5.2; U; en) Presto/2.2.15 Version/10.00"
"Opera/9.80 (Windows NT 5.1; U; zh-cn) Presto/2.2.15 Version/10.00"
"Opera/9.80 (Windows NT 5.1; U; ru) Presto/2.2.15 Version/10.00"

希望本文所述对大家Python程序设计有所帮助。

来源：https://blog.csdn.net/zyz_home/article/details/79779936

投稿

Python爬虫实现的根据分类爬取豆瓣电影信息功能示例

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