提交 e86b0acd 作者: 丁双波

Merge remote-tracking branch 'origin/master'

# coding: utf-8
# In[1]:
from selenium import webdriver
from bs4 import BeautifulSoup
import pandas as pd
import requests
import re
import time
import json
import demjson
# In[ ]:
list_every_year_info = []
for year in range(2012,2023):
print(year)
url_all = "https://www.caifuzhongwen.com/fortune500/paiming/global500/{}_%e4%b8%96%e7%95%8c500%e5%bc%ba.htm".format(year)
list_all_info_url = []
list_top = []
list_name_ch = []
list_name_en = []
list_shouru = []
list_lirun = []
list_country = []
list_hangye = []
list_zongbu = []
list_ceo = []
list_renshu = []
list_shouru_add = []
list_lirun_add = []
list_zichan = []
list_quanyi = []
list_jinglilv = []
list_shouyilv = []
list_url = []
response_all = requests.get(url_all)
soup_all = BeautifulSoup(response_all.content, 'html.parser')
list_all_com = soup_all.find('tbody',{'style':'word-break:break-all'}).find_all('tr')
top = 1
for com in list_all_com[1:]: #获取企业名称、拼接企业URL
list_com_info = com.find_all('td')
name_ch = re.findall(">(.*?)<",str(list_com_info[1]))[1]
name_en = re.findall(">(.*?)<",str(list_com_info[1]))[2]
url_com = "https://www.caifuzhongwen.com/fortune500/" + list_com_info[1].find('a').get('href')[5:]
list_top.append(top)
list_name_ch.append(name_ch)
list_name_en.append(name_en)
list_all_info_url.append(url_com)
top = top+1
try:
try:
soup_text = soup_all.find_all('script',{'src':''})[1].text.replace("\n","").replace("\t",'').replace(" ",'')
soup_text_2 = re.findall("varcompanyDetails=(.*?)vartable",soup_text)[0].replace("\\","").replace("item1","\'item1\'").replace("item2","\'item2\'").replace("item3","\'item3\'")
except:
soup_text = soup_all.find_all('script',{'src':''})[2].text.replace("\n","").replace("\t",'').replace(" ",'')
soup_text_2 = re.findall("varcompanyDetails=(.*?)vartable",soup_text)[0].replace("\\","").replace("item1","\'item1\'").replace("item2","\'item2\'").replace("item3","\'item3\'")
except:
soup_text = soup_all.find_all('script',{'src':''})[3].text.replace("\n","").replace("\t",'').replace(" ",'')
soup_text_2 = re.findall("varcompanyDetails=(.*?)vartable",soup_text)[0].replace("\\","").replace("item1","\'item1\'").replace("item2","\'item2\'").replace("item3","\'item3\'")
dic_list = re.findall('{(.*?)}',soup_text_2[1:])
list_all_com_money_info = []
list_one_com_money_info = []
num = 0
num_2 = 0
for i in range(0,len(dic_list)):
num = num+1
if num == 7 or num == 8:
one_con_money_info1 = "{" + dic_list[i] + "}"
else:
one_con_money_info1 = "{" + dic_list[i][:-1] + "}"
one_con_money_info2 = one_con_money_info1.replace("\'","\"")
dic_one_con_money_info2 = json.loads(str(one_con_money_info2))
list_one_com_money_info.append(dic_one_con_money_info2)
if num == 8:
list_all_com_money_info.append(list_one_com_money_info)
list_one_com_money_info = []
num = 0
for one_con_money_info in list_all_com_money_info: #获取各个企业的收入等数据,list_all_com_money_info由后面字段取出后做成字典
shouru = one_con_money_info[1]['item2']
shouru_add = one_con_money_info[1]['item3']
lirun = one_con_money_info[2]['item2']
lirun_add = one_con_money_info[2]['item3']
zichan = one_con_money_info[3]['item2']
quanyi = one_con_money_info[4]['item2']
jinglilv = one_con_money_info[6]['item2']
shouyilv = one_con_money_info[7]['item2']
list_shouru.append(shouru)
list_shouru_add.append(shouru_add)
list_lirun.append(lirun)
list_lirun_add.append(lirun_add)
list_zichan.append(zichan)
list_quanyi.append(quanyi)
list_jinglilv.append(jinglilv)
list_shouyilv.append(shouyilv)
for com_url in list_all_info_url: #进入每个企业网页,获取每个企业信息,此处最好加time.sleep
response_one_com_info = requests.get(com_url)
soup_one_url_info = BeautifulSoup(response_one_com_info.content, 'html.parser')
list_one_com_info = soup_one_url_info.find('table').find_all('tr')
ceo = list_one_com_info[0].find_all('td')[1].text
country = list_one_com_info[1].find_all('td')[1].text
hangye = list_one_com_info[2].find_all('td')[1].text
zongbu = list_one_com_info[3].find_all('td')[1].text
renshu = list_one_com_info[4].find_all('td')[1].text
url = list_one_com_info[5].find_all('td')[1].text
list_ceo.append(ceo)
list_country.append(country)
list_hangye.append(hangye)
list_zongbu.append(zongbu)
list_renshu.append(renshu)
list_url.append(url)
print(com_url+":爬取完成")
time.sleep(2)
dic_all_com_info = {
'排名':list_top,
'中文名称':list_name_ch,
'英文名称':list_name_en,
'营业收入(百万美元)':list_shouru,
'利润(百万美元)':list_lirun,
'企业所属国家':list_country,
'行业':list_hangye,
'企业总部地址':list_zongbu,
'企业首席执行官(CEO)':list_ceo,
'企业员工数':list_renshu,
'企业官网':list_url,
'营业收入:百万美元':list_shouru,
'营业收入:年增减%':list_shouru_add,
'利润:百万美元':list_lirun,
'利润:年增减%':list_lirun_add,
'资产:百万美元':list_zichan,
'资产:年增减%':'--',
'股东权益:百万美元':list_quanyi,
'股东权益:年增减%':'--',
'利润占比:%':'None',
'利润占比:年增减%':'None',
'净利率:%':list_jinglilv,
'净利率:年增减%':'None',
'资产收益率:%':list_shouyilv,
'资产收益率:年增减%':'None'
}
list_all_year.append(dic_all_com_info)
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++ "b/\347\231\276\345\272\246\351\207\207\351\233\206/.gitkeep"
import pymysql
import pymysql
from gne import GeneralNewsExtractor
from selenium import webdriver
from selenium.webdriver.chrome.service import Service
from selenium.webdriver.common.by import By
from selenium.webdriver.common.action_chains import ActionChains
import csv
import threading
import time
from lxml import etree
from queue import Queue
import re,sys
import datetime
import redis
from kafka import KafkaProducer
import json
from baseCore import BaseCore
import configparser
class BaiduSpider(object):
def __init__(self,searchkw,wordsCode,sid):
# 创建ConfigParser对象
self.config = configparser.ConfigParser()
# 读取配置文件
self.config.read('config.ini')
baseCore=BaseCore()
self.logger=baseCore.getLogger()
self.url = 'https://www.baidu.com/'
self.r = redis.Redis(host=self.config.get('redis', 'host'),
port=self.config.get('redis', 'port'),
password=self.config.get('redis', 'pass'), db=0)
self.page_num = 1
chrome_driver =self.config.get('selenium', 'chrome_driver')
path = Service(chrome_driver)
chrome_options = webdriver.ChromeOptions()
chrome_options.binary_location = self.config.get('selenium', 'binary_location')
self.driver = webdriver.Chrome(service=path,chrome_options=chrome_options)
# driver = webdriver.Chrome(chrome_options=chrome_options)
self.qtitle = Queue()
self.qurl = Queue()
self.detailList = Queue()
self.searchkw = searchkw
self.wordsCode = wordsCode
self.sid = sid
def createDriver(self):
chrome_driver =self.config.get('selenium', 'chrome_driver')
path = Service(chrome_driver)
chrome_options = webdriver.ChromeOptions()
chrome_options.binary_location =self.config.get('selenium', 'binary_location')
# 设置代理
# proxy = "127.0.0.1:8080" # 代理地址和端口
# chrome_options.add_argument('--proxy-server=http://' + proxy)
self.driver = webdriver.Chrome(service=path,chrome_options=chrome_options)
#将列表数据插入到表中 baidu_search_result
def itemInsertToTable(self,items):
itemdata=[]
conx,cursorM=self.connMysql()
for item in items:
nowtime=self.getNowDate()
data=(self.sid,self.wordsCode,item['title'],item['detailurl'],item['source'],item['publishtime'],item['content'],item['contentHtml'],'1',item['kword'],nowtime)
itemdata.append(data)
sql ="INSERT into baidu_search_result (sid,wordsCode,title,detailurl,origin,publishdate,content,content_with_tag,state,keyword,create_time) VALUES (%s, %s,%s, %s, %s, %s, %s, %s, %s, %s, %s)"
cursorM.executemany(sql, itemdata)
self.logger.info("数据插入数据库成功!")
# 定义插入数据的SQL语句
# 执行插入操作
conx.commit()
self.closeSql(conx,cursorM)
def connMysql(self):
# 创建MySQL连接
conx = pymysql.connect(host=self.config.get('mysql', 'host'),
user=self.config.get('mysql', 'username'),
password=self.config.get('mysql', 'password'),
database=self.config.get('mysql', 'database'))
# 创建一个游标对象
cursorM = conx.cursor()
return conx,cursorM
def closeSql(self,conx,cursorM):
# 关闭游标和连接
cursorM.close()
conx.close()
# 解析页面
def parse_page(self):
self.logger.info('解析百度列表页')
response = self.driver.page_source
response = response.replace('<em>', '')
response = response.replace('</em>', '')
html = etree.HTML(response)
lists=self.xpath_paser(html)
try:
flag = html.xpath('//div[@id="page"]//a[last()]//@class')[0]
except Exception as e:
flag=''
return flag, lists
def xpath_paser(self,html):
lists=[]
itemTag=html.xpath('//div[@class="result-op c-container xpath-log new-pmd"]')
for itemTag in itemTag:
try:
title=itemTag.xpath('.//h3[@class="news-title_1YtI1 "]/a/text()')[0]
except Exception as e:
title=''
try:
detailUrl=itemTag.xpath('.//h3[@class="news-title_1YtI1 "]/a/@href')[0]
except Exception as e:
detailUrl=''
try:
sourceTag=itemTag.xpath('.//div[@class="news-source_Xj4Dv"]/a/span[@class="c-color-gray"]/text()')[0]
except Exception as e:
sourceTag=''
try:
publishTag=itemTag.xpath('.//span[@class="c-color-gray2 c-font-normal c-gap-right-xsmall"]/text()')[0]
except Exception as e:
publishTag=''
detailmsg={
'title':title,
'detailUrl':detailUrl,
'sourceTag':sourceTag,
'publishTag':publishTag
}
lists.append(detailmsg)
self.logger.info(f'列表获取信息的条数{len(lists)}')
return lists
#获取当前时间
def getNowDate(self):
# 获取当前时间
current_time = datetime.datetime.now()
# 将时间转换为字符串
currentdate = current_time.strftime("%Y-%m-%d %H:%M:%S")
return currentdate
#智能抽取
def paserDetail(self,detailhtml,detailurl):
try:
extractor = GeneralNewsExtractor()
article_content = extractor.extract(detailhtml,host=detailurl,with_body_html=True)
# element = html2element(detailhtml)
except:
article_content={}
return article_content
#解析时间
def paserTime(self,publishtime):
timeType=['年前','月前','周前','前天','昨天','天前','今天','小时前','分钟前']
current_datetime = datetime.datetime.now()
publishtime=publishtime.strip()
print(publishtime)
try:
if '年前' in publishtime:
numbers = re.findall(r'\d+', publishtime)
day=int(numbers[0])
delta = datetime.timedelta(days=365 * day)
publishtime = current_datetime - delta
elif '月前' in publishtime:
numbers = re.findall(r'\d+', publishtime)
day=int(numbers[0])
delta = datetime.timedelta(months= day)
publishtime = current_datetime - delta
elif '周前' in publishtime:
numbers = re.findall(r'\d+', publishtime)
day=int(numbers[0])
delta = datetime.timedelta(weeks= day)
publishtime = current_datetime - delta
elif '天前' in publishtime:
numbers = re.findall(r'\d+', publishtime)
day=int(numbers[0])
delta = datetime.timedelta(days= day)
publishtime = current_datetime - delta
elif '前天' in publishtime:
delta = datetime.timedelta(days= 2)
publishtime = current_datetime - delta
elif '昨天' in publishtime:
current_datetime = datetime.datetime.now()
delta = datetime.timedelta(days= 1)
publishtime = current_datetime - delta
elif '今天' in publishtime or'小时前' in publishtime or '分钟前' in publishtime :
delta = datetime.timedelta(hours= 5)
publishtime = current_datetime - delta
elif '年' in publishtime and '月' in publishtime :
time_format = '%Y年%m月%d日'
publishtime = datetime.datetime.strptime(publishtime, time_format)
elif '月' in publishtime and '日' in publishtime :
current_year = current_datetime.year
time_format = '%Y年%m月%d日'
publishtime=str(current_year)+'年'+publishtime
publishtime = datetime.datetime.strptime(publishtime, time_format)
except Exception as e:
print('时间解析异常!!')
return publishtime
# 获取每一页数据, 开趴.
def get_page_html(self):
self.logger.info("进入百度首页...")
self.driver.get(self.url)
self.driver.find_element(By.NAME, 'wd').send_keys(self.searchkw)
self.driver.find_element(By.ID, 'su').click()
time.sleep(5)
self.driver.find_element(By.CLASS_NAME, 's-tab-news').click()
self.logger.info("开始抓取首页...")
try:
flag, lists = self.parse_page()
except Exception as e:
time.sleep(5)
return
if len(lists)==0:
time.sleep(5)
for detail in lists:
durl=detail['detailUrl']
is_member = self.r.sismember('pybaidu_baidu_'+self.wordsCode, durl)
if is_member:
continue
self.detailList.put(detail)
response = self.driver.page_source
html = etree.HTML(response)
hasnext = html.xpath('//div[@id="page"]//a[last()]//text()')[0]
hasnext = hasnext.strip()
while hasnext == '下一页 >':
try:
if self.page_num==5:
break
self.page_num = self.page_num + 1
self.logger.info("开始抓取第%s页..." % self.page_num)
try:
self.driver.find_element(By.XPATH, '//div[@id="page"]//a[last()]').click()
except Exception as e:
if self.page_num>1:
self.page_num = self.page_num - 1
continue
time.sleep(5)
flag, lists = self.parse_page()
for detail in lists:
is_member = self.r.sismember('pybaidu_baidu_'+self.wordsCode, durl)
if is_member:
continue
self.detailList.put(detail)
response = self.driver.page_source
html = etree.HTML(response)
hasnext = html.xpath('//div[@id="page"]//a[last()]//text()')[0]
hasnext = hasnext.strip()
except Exception as e:
time.sleep(5)
break
self.logger.info("抓取完毕")
# 获取详情页
def get_detail_html(self):
# 获取当前窗口的句柄
current_window = self.driver.current_window_handle
while True:
if self.detailList.qsize() != 0:
try:
detailmsg=self.detailList.get()
title = detailmsg['title']
detailUrl = detailmsg['detailUrl']
if 'baijiahao' in detailUrl:
continue
print("%s:%s\n" % (title, detailUrl))
# js = "window.open('"+detailUrl+"')"
# self.driver.execute_script(js)
try:
self.driver.get(detailUrl)
except Exception as e:
self.driver.quit()
self.driver=self.createDriver()
self.driver.get(detailUrl)
response = self.driver.page_source
bdetail=self.getDetailmsg(response,detailmsg)
processitem=self.getProcessitem(bdetail)
try:
self.sendkafka(processitem)
self.r.sadd('pybaidu_test_'+self.wordsCode, processitem['sourceAddress'])
except Exception as e:
self.logger.info("放入kafka失败!")
#插入数据库
try:
items=[]
items.append(bdetail)
self.itemInsertToTable(items)
except Exception as e:
self.logger.info("插入数据库失败!")
# 关闭当前新窗口
# self.driver.close()
time.sleep(1)
except Exception as e:
time.sleep(3)
self.logger.info("详情页解析异常!"+detailUrl)
else:
break
# time.sleep(5)
def getDetailmsg(self,detailhtml,detailmsg):
try:
detailurl=detailmsg['detailUrl']
article_content=self.paserDetail(detailhtml,detailurl)
content=article_content['content']
contentWithTag=article_content['body_html']
except Exception as e:
self.logger.info('内容抽取失败')
content=''
contentWithTag=''
currentdate=self.getNowDate()
kword=self.searchkw
publishtime=detailmsg['publishTag']
publishtime=self.paserTime(publishtime)
publishDate=publishtime.strftime("%Y-%m-%d %H:%M:%S")
detailmsg={
'title':detailmsg['title'],
'source':detailmsg['sourceTag'],
'detailurl':detailurl,
'content':content,
'contentHtml':contentWithTag,
'publishtime':publishDate,
'currentdate':currentdate,
'kword':kword
}
return detailmsg
def getProcessitem(self,bdetail):
nowDate=self.getNowDate()
content=bdetail['content']
if content!='':
processitem={
"sid":self.sid,
"source":"3",
"title":bdetail['title'],
"content":bdetail['content'],
"contentWithtag":bdetail['contentHtml'],
"origin":bdetail['source'],
"publishDate":bdetail['publishtime'],
"sourceAddress":bdetail['detailurl'],
"createDate":nowDate
}
return processitem
def sendkafka(self,processitem):
try:
producer = KafkaProducer(bootstrap_servers=['114.115.159.144:9092'])
content=processitem['content']
publishDate=str(processitem['publishDate'])
title=processitem['title']
if title =='':
return
if content=='':
return
if publishDate=='':
return
kafka_result = producer.send("crawlerInfo", json.dumps(processitem, ensure_ascii=False).encode('utf8'))
# kafka_result = producer.send("pythonCrawlerInfo", json.dumps(processitem, ensure_ascii=False).encode('utf8'))
self.logger.info("数据发送kafka成功")
self.logger.info(kafka_result.get(timeout=10))
except Exception as e:
self.logger.info('发送kafka异常')
finally:
producer.close()
def run(self):
# 获取每页URL
c = threading.Thread(target=self.get_page_html)
c.start()
c.join()
# 解析详情页
t = threading.Thread(target=self.get_detail_html)
t.start()
if __name__ == '__main__':
zhuce = BaiduSpider()
zhuce.run()
# zhuce.driver.close()
\ No newline at end of file
"""
"""
任务集成测试
1、连接redis做取出
2、连接kafka做信息的获取,与存储
"""
import time
import redis
from kafka import KafkaProducer
from kafka import KafkaConsumer
import json
import itertools
from baiduSpider import BaiduSpider
import concurrent.futures
from baseCore import BaseCore
from queue import Queue
import configparser
class BaiduTaskJob(object):
def __init__(self):
# 创建ConfigParser对象
self.config = configparser.ConfigParser()
# 读取配置文件
self.config.read('config.ini')
self.r = redis.Redis(host=self.config.get('redis', 'host'),
port=self.config.get('redis', 'port'),
password=self.config.get('redis', 'pass'), db=0)
def getkafka(self):
# Kafka集群的地址
bootstrap_servers = self.config.get('kafka', 'bootstrap_servers')
# 要订阅的主题
topic = self.config.get('kafka', 'topic')
groupId=self.config.get('kafka', 'groupId')
consumer = KafkaConsumer(topic, group_id=groupId,
bootstrap_servers=[bootstrap_servers],
value_deserializer=lambda m: json.loads(m.decode('utf-8')))
try:
for record in consumer:
try:
logger.info("value:",record.value)
keymsg=record.value
if keymsg:
break
else:
continue
#print("%s:%d:%d: key=%s value=%s" % (msg.topic, msg.partition, msg.offset, msg.key, msg.value))
except Exception as e:
logger.info("msg.value error:",e)
except KeyboardInterrupt as e:
keymsg={}
finally:
consumer.close()
return keymsg
def getkeyFromredis(self,codeid):
kvalue=self.r.get('KEY_WORDS_TO_REDIS::'+codeid)
kvalue=kvalue.decode('utf-8')
kvalue=json.loads(kvalue)
return kvalue
def getkeywords(self,keywords):
kwList=[]
if ')+(' in keywords:
k1List=keywords.split('+')
kk2=[]
for k2 in k1List:
k2=k2.strip("()")
k2List=k2.split('|')
kk2.append(k2List)
if len(kk2)==2:
result = list(itertools.product(kk2[0], kk2[1]))
elif len(kk2)==3:
result = list(itertools.product(kk2[0], kk2[1],kk2[2]))
elif len(kk2)==4:
result = list(itertools.product(kk2[0], kk2[1],kk2[2],kk2[3]))
for res in result:
kwstr=''
for kw in res:
kwstr+=kw+"+"
kwList.append(kwstr.strip('+'))
elif '+(' in keywords:
k1List=keywords.split('+')
kk2=[]
for k2 in k1List:
k2=k2.strip("()")
k2List=k2.split('|')
kk2.append(k2List)
if len(kk2)==2:
result = list(itertools.product(kk2[0], kk2[1]))
for res in result:
kwstr=''
for kw in res:
kwstr+=kw+"+"
kwList.append(kwstr.strip('+'))
else:
k3=keywords.split("|")
kwList=k3
return kwList
def paserKeyMsg(self,keymsg):
logger.info('----------')
wordsCode=keymsg['wordsCode']
id=keymsg['id']
try:
searchEngines=keymsg['searchEngines']
except Exception as e:
searchEngines=[]
kwList=[]
if searchEngines:
if '3' in searchEngines:
keyword=keymsg['keyWord']
keymsglist=self.getkeywords(keyword)
for kw in keymsglist:
kwmsg={
'kw':kw,
'wordsCode':wordsCode,
'sid':id
}
kwList.append(kwmsg)
else:
logger.info('+++++')
keyword=keymsg['keyWord']
keymsglist=self.getkeywords(keyword)
for kw in keymsglist:
kwmsg={
'kw':kw,
'wordsCode':wordsCode,
'sid':id
}
kwList.append(kwmsg)
return kwList
def runSpider(self,kwmsg):
try:
searchkw=kwmsg['kw']
wordsCode=kwmsg['wordsCode']
sid=kwmsg['sid']
baiduSpider=BaiduSpider(searchkw,wordsCode,sid)
baiduSpider.get_page_html()
baiduSpider.get_detail_html()
except Exception as e:
logger.info('百度搜索异常'+searchkw)
finally:
baiduSpider.driver.quit()
logger.info("关键词采集结束!"+searchkw)
if __name__ == '__main__':
# ss='道地西洋参+(销售市场|交易市场|直播带货|借助大会平台|网店|微商|电商|农民博主|推介宣传|高品质定位|西洋参产品经营者加盟|引进龙头企业|西洋参冷风库|建设农旅中心|农产品展销中心|精品民宿|温泉)'
# keymsglist=getkeywords(ss)
# print(keymsglist)
# 创建Redis连接
baiduTaskJob=BaiduTaskJob()
baseCore=BaseCore()
logger=baseCore.getLogger()
print('---------------')
while True:
try:
try:
keymsg=baiduTaskJob.getkafka()
kwList=baiduTaskJob.paserKeyMsg(keymsg)
except Exception as e:
logger.info("从kafka拿取信息失败!")
time.sleep(5)
continue
if kwList:
# 创建一个线程池,指定线程数量为4
with concurrent.futures.ThreadPoolExecutor(max_workers=2) as executor:
# 提交任务给线程池,每个任务处理一个数据
results = [executor.submit(baiduTaskJob.runSpider, data) for data in kwList]
# 获取任务的执行结果
for future in concurrent.futures.as_completed(results):
try:
result = future.result()
# 处理任务的执行结果
logger.info(f"任务执行结束: {result}")
except Exception as e:
# 处理任务执行过程中的异常
logger.info(f"任务执行exception: {e}")
except Exception as e:
logger.info('采集异常')
import os
import os
import random
import sys
import time
import logbook
import logbook.more
# 核心工具包
import pymysql
from tqdm import tqdm
# 注意 程序退出前 调用BaseCore.close() 关闭相关资源
class BaseCore:
# 序列号
__seq = 0
# 代理池 数据库连接
__cnx_proxy =None
__cursor_proxy = None
# agent 池
__USER_AGENT_LIST = [
'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_14_5) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/75.0.3770.90 Safari/537.36',
'Mozilla/5.0 (Windows; U; Windows NT 5.2; en-US) AppleWebKit/525.13 (KHTML, like Gecko) Chrome/0.2.149.29 Safari/525.13',
'Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US) AppleWebKit/531.4 (KHTML, like Gecko) Chrome/3.0.194.0 Safari/531.4',
'Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US) AppleWebKit/534.16 (KHTML, like Gecko) Chrome/10.0.648.11 Safari/534.16',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/525.19 (KHTML, like Gecko) Chrome/1.0.154.50 Safari/525.19',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/4.0.211.7 Safari/532.0',
'Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1; .NET CLR 1.1.4322; .NET CLR 2.0.50727; Lunascape 5.0 alpha2)',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/4.0.222.7 Safari/532.2',
'Mozilla/5.0 (Windows; U; Windows NT 6.1; ru-RU) AppleWebKit/534.16 (KHTML, like Gecko) Chrome/10.0.648.11 Safari/534.16',
'Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/3.0.195.10 Safari/532.0',
'Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1; Maxthon;',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/530.1 (KHTML, like Gecko) Chrome/2.0.169.0 Safari/530.1',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; ja-JP; rv:1.7) Gecko/20040614 Firefox/0.9',
'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/14.0.810.0 Safari/535.1',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/4.0.211.0 Safari/532.0',
'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Maxthon/4.4.3.4000 Chrome/30.0.1599.101 Safari/537.36',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/534.6 (KHTML, like Gecko) Chrome/7.0.500.0 Safari/534.6',
'Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1; TencentTraveler)',
'Mozilla/5.0 (Windows NT 6.0; WOW64) AppleWebKit/535.11 (KHTML, like Gecko) Chrome/17.0.963.56 Safari/535.11',
'Mozilla/5.0 (Windows; U; Windows NT 5.2; en-US) AppleWebKit/534.4 (KHTML, like Gecko) Chrome/6.0.481.0 Safari/534.4',
'Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US) AppleWebKit/533.4 (KHTML, like Gecko) Chrome/5.0.370.0 Safari/533.4',
'Mozilla/5.0 (Windows; U; Windows NT 5.2; en-US; rv:1.7.5) Gecko/20041107 Firefox/1.0',
'Mozilla/5.0 (Windows; U; Windows NT 6.0; en-US) AppleWebKit/525.19 (KHTML, like Gecko) Chrome/0.4.154.31 Safari/525.19',
'Mozilla/5.0 (Windows; U; Windows NT 6.1; en-GB; rv:1.9.1.17) Gecko/20110123 (like Firefox/3.x) SeaMonkey/2.0.12',
'Mozilla/5.0 (Windows; U; Windows NT 6.1; en-GB) AppleWebKit/534.1 (KHTML, like Gecko) Chrome/6.0.428.0 Safari/534.1',
'Mozilla/5.0 (Windows; U; Windows NT 6.1; de-DE) AppleWebKit/534.10 (KHTML, like Gecko) Chrome/7.0.540.0 Safari/534.10',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; de-DE) Chrome/4.0.223.3 Safari/532.2',
'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/534.24 (KHTML, like Gecko) Chrome/12.0.702.0 Safari/534.24',
'Mozilla/5.0 (Windows; U; Windows NT 6.0; en-US) AppleWebKit/525.19 (KHTML, like Gecko) Chrome/1.0.154.42 Safari/525.19',
'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.11 (KHTML, like Gecko) Chrome/23.0.1271.64 Safari/537.11',
'Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US) AppleWebKit/532.3 (KHTML, like Gecko) Chrome/4.0.227.0 Safari/532.3',
'Mozilla/5.0 (Windows NT 6.1) AppleWebKit/535.8 (KHTML, like Gecko) Chrome/16.0.912.63 Safari/535.8',
'Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US) AppleWebKit/534.3 (KHTML, like Gecko) Chrome/6.0.460.0 Safari/534.3',
'Mozilla/5.0 (Windows; U; Windows NT 5.2; en-US) AppleWebKit/534.3 (KHTML, like Gecko) Chrome/6.0.463.0 Safari/534.3',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/528.9 (KHTML, like Gecko) Chrome/2.0.157.0 Safari/528.9',
'Mozilla/5.0 (Windows NT 5.2) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/14.0.794.0 Safari/535.1',
'Mozilla/5.0 (Windows NT 6.1) AppleWebKit/534.24 (KHTML, like Gecko) Chrome/11.0.694.0 Safari/534.24',
'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 5.1; U; en; rv:1.8.1) Gecko/20061208 Firefox/2.0.0 Opera 9.50',
'Mozilla/5.0 (Windows NT 6.1; WOW64; rv:15.0) Gecko/20120427 Firefox/15.0a1',
'Mozilla/5.0 (Windows; U; Windows NT 5.0; en-US; rv:1.7.5) Gecko/20041107 Firefox/1.0',
'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/536.6 (KHTML, like Gecko) Chrome/20.0.1092.0 Safari/536.6',
'Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1; SV1; Maxthon; .NET CLR 1.1.4322)',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/4.0.223.4 Safari/532.2',
'Mozilla/5.0 (Windows NT 6.2; WOW64) AppleWebKit/535.11 (KHTML, like Gecko) Chrome/17.0.963.65 Safari/535.11',
'Mozilla/5.0 (Windows NT 5.1) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/13.0.782.41 Safari/535.1',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/534.21 (KHTML, like Gecko) Chrome/11.0.682.0 Safari/534.21',
'Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US) AppleWebKit/530.0 (KHTML, like Gecko) Chrome/2.0.182.0 Safari/531.0',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/534.9 (KHTML, like Gecko) Chrome/7.0.531.0 Safari/534.9',
'Mozilla/5.0 (compatible; MSIE 10.0; Windows NT 6.2; WOW64; Trident/6.0)',
'Mozilla/5.0 (Windows NT 6.1; rv:2.0.1) Gecko/20100101 Firefox/4.0.1',
'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/14.0.811.0 Safari/535.1',
'ozilla/5.0 (Windows; U; Windows NT 5.0; de-DE; rv:1.7.5) Gecko/20041108 Firefox/1.0',
'Mozilla/5.0 (Macintosh; U; Intel Mac OS X 10_6_8; en-us) AppleWebKit/534.50 (KHTML, like Gecko) Version/5.1 Safari/534.50',
'Mozilla/5.0 (SymbianOS/9.4; Series60/5.0 NokiaN97-1/20.0.019; Profile/MIDP-2.1 Configuration/CLDC-1.1) AppleWebKit/525 (KHTML, like Gecko) BrowserNG/7.1.18124',
'Mozilla/5.0 (Windows; U; Windows NT 6.0; en-US) AppleWebKit/533.4 (KHTML, like Gecko) Chrome/5.0.375.127 Safari/533.4',
'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; InfoPath.3; .NET4.0C; .NET4.0E) QQBrowser/6.9.11079.201',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/531.21.8 (KHTML, like Gecko) Version/4.0.4 Safari/531.21.10',
'Mozilla/5.0 (Windows NT 6.0) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/15.0.874.120 Safari/535.2',
'Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1; zh-cn) Opera 8.50',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/525.13 (KHTML, like Gecko) Chrome/7.0.0 Safari/700.13',
'Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/4.0.211.4 Safari/532.0',
'Mozilla/5.0 (Windows; U; Windows NT 6.0; en-US) AppleWebKit/525.19 (KHTML, like Gecko) Chrome/1.0.154.53 Safari/525.19',
'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/30.0.1599.101 Safari/537.36',
'Mozilla/5.0 (Windows; U; Windows NT 5.2; en-US) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/3.0.195.6 Safari/532.0',
'Mozilla/5.0 (Windows; U; Windows NT 6.0; en-US) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/3.0.195.1 Safari/532.0',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US; rv:1.7.5) Gecko/20041107 Firefox/0.9.2 StumbleUpon/1.994',
'Mozilla/5.0 (Windows; U; Windows NT 6.0; en-GB; rv:1.9.0.11) Gecko/2009060215 Firefox/3.0.11 (.NET CLR 3.5.30729)',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-GB; rv:1.7.5) Gecko/20041110 Firefox/1.0',
'Mozilla/5.0 (Windows NT 6.2) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/28.0.1467.0 Safari/537.36',
'Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.0; en) Opera 8.0',
'Mozilla/5.0 (Windows NT 6.1) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/13.0.782.41 Safari/535.1 QQBrowser/6.9.11079.201',
'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/534.57.2 (KHTML, like Gecko) Version/5.1.7 Safari/534.57.2',
'Mozilla/5.0 (Windows NT 6.1; WOW64; Trident/7.0; rv:11.0) like Gecko',
'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/536.11 (KHTML, like Gecko) Chrome/20.0.1132.11 TaoBrowser/2.0 Safari/536.11',
'Mozilla/5.0 (Windows NT 6.1; WOW64; rv:2.0b4pre) Gecko/20100815 Minefield/4.0b4pre',
'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/535.11 (KHTML, like Gecko) Chrome/17.0.963.56 Safari/535.11',
'Mozilla/5.0 (Windows; U; Windows NT 6.0 x64; en-US; rv:1.9pre) Gecko/2008072421 Minefield/3.0.2pre',
'Mozilla/5.0 (Windows; U; Windows NT 6.0; en-US) AppleWebKit/530.5 (KHTML, like Gecko) Chrome/2.0.172.6 Safari/530.5',
'Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1; .NET CLR 1.0.3705)',
'Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/3.0.195.21 Safari/532.0',
'Mozilla/5.0 (Windows NT 5.1) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/14.0.792.0 Safari/535.1',
'Mozilla/5.0 (Windows; U; Windows NT 6.0; en-US) AppleWebKit/530.1 (KHTML, like Gecko) Chrome/2.0.168.0 Safari/530.1',
'Mozilla/5.0 (X11; U; Linux x86_64; zh-CN; rv:1.9.2.10) Gecko/20100922 Ubuntu/10.10 (maverick) Firefox/3.6.10',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; rv:1.7.3) Gecko/20040913 Firefox/0.10',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/530.8 (KHTML, like Gecko) Chrome/2.0.177.1 Safari/530.8',
'Mozilla/5.0 (Windows; U; Windows NT 5.2; en-US) AppleWebKit/533.17.8 (KHTML, like Gecko) Version/5.0.1 Safari/533.17.8',
'Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 6.0; Trident/4.0)',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/530.5 (KHTML, like Gecko) Chrome/2.0.172.40 Safari/530.5',
'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_7_0) AppleWebKit/535.11 (KHTML, like Gecko) Chrome/17.0.963.56 Safari/535.11',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/3.0.195.24 Safari/532.0',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/528.10 (KHTML, like Gecko) Chrome/2.0.157.2 Safari/528.10',
'Mozilla/5.0 (Windows; U; Windows NT 5.2; en-US) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/4.0.223.2 Safari/532.2',
'Mozilla/5.0 (Windows NT 6.0) AppleWebKit/535.7 (KHTML, like Gecko) Chrome/16.0.912.75 Safari/535.7',
'Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.0; T312461)',
'Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1; TencentTraveler 4.0)',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/534.3 (KHTML, like Gecko) Chrome/6.0.461.0 Safari/534.3',
'Mozilla/5.0 (Windows; U; Windows NT 5.0; rv:1.7.3) Gecko/20041001 Firefox/0.10.1',
'Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1; .NET CLR 1.1.4322)',
'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; U; Windows NT 5.2; de-DE) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/4.0.202.2 Safari/532.0',
'Mozilla/5.0 (Windows NT 6.2; Win64; x64; rv:16.0) Gecko/16.0 Firefox/16.0',
'Mozilla/5.0 (Windows; U; Windows NT 5.2; en-US) AppleWebKit/531.3 (KHTML, like Gecko) Chrome/3.0.193.2 Safari/531.3',
'Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.0; .NET CLR 1',
'Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 6.0)',
'Mozilla/5.0 (Windows NT 5.1) AppleWebKit/535.2 (KHTML, like Gecko) Chrome/15.0.864.0 Safari/535.2',
'Mozilla/5.0 (Windows NT 5.2) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/14.0.813.0 Safari/535.1',
'Mozilla/5.0 (Windows; U; Windows NT 6.0; en-US) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/3.0.195.6 Safari/532.0',
'Mozilla/5.0 (Windows NT 5.1; rv:2.1.1) Gecko/20110415 Firefox/4.0.2pre Fennec/4.0.1',
'Mozilla/5.0 (Windows NT 6.1) AppleWebKit/535.1 (KHTML, like Gecko) Chrome/14.0.801.0 Safari/535.1',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/4.0.212.0 Safari/532.0',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/525.13 (KHTML, like Gecko) Chrome/0.2.149.27 Safari/525.13',
'Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US) AppleWebKit/532.5 (KHTML, like Gecko) Chrome/4.0.249.0 Safari/532.5',
'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/535.7 (KHTML, like Gecko) Chrome/16.0.912.36 Safari/535.7',
'Mozilla/5.0 (Windows NT 6.1) AppleWebKit/534.24 (KHTML, like Gecko) Chrome/11.0.697.0 Safari/534.24',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/534.10 (KHTML, like Gecko) Chrome/7.0.548.0 Safari/534.10',
'Mozilla/5.0 (Windows; U; Windows NT 5.2; en-US) AppleWebKit/534.17 (KHTML, like Gecko) Chrome/11.0.652.0 Safari/534.17',
'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/29.0.1547.62 Safari/537.36',
'Mozilla/5.0 (Windows; U; Windows NT 6.0; en-US) AppleWebKit/534.10 (KHTML, like Gecko) Chrome/8.0.552.224 Safari/534.10 ChromePlus/1.5.2.0',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/4.0.219.0 Safari/532.1',
'Mozilla/5.0 (Windows; U; Windows NT 6.0; en-US) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/4.0.211.7 Safari/532.0',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/533.2 (KHTML, like Gecko) Chrome/5.0.342.2 Safari/533.2',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/4.0.219.4 Safari/532.1',
'Mozilla/5.0 (Windows NT 6.0; rv:2.1.1) Gecko/20110415 Firefox/4.0.2pre Fennec/4.0.1',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/525.19 (KHTML, like Gecko) Chrome/0.2.153.0 Safari/525.19',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; sv-SE; rv:1.7.5) Gecko/20041108 Firefox/1.0',
'Mozilla/5.0 (Windows; U; Windows NT 5.2; en-US) AppleWebKit/534.3 (KHTML, like Gecko) Chrome/6.0.462.0 Safari/534.3',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; de-DE; rv:1.7.5) Gecko/20041122 Firefox/1.0',
'Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.2; SV1; uZardWeb/1.0; Server_JP)',
'Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1; HCI0449; .NET CLR 1.0.3705)',
'Mozilla/4.0 (compatible; MSIE 5.0; Windows 98; DigExt); Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1);',
'Mozilla/5.0 (Windows; U; Windows NT 6.0; en-US) AppleWebKit/530.5 (KHTML, like Gecko) Chrome/2.0.172.23 Safari/530.5',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/4.0.208.0 Safari/532.0',
'Mozilla/5.0 (Windows NT 6.0; rv:14.0) Gecko/20100101 Firefox/14.0.1',
'Mozilla/5.0 (Windows NT 5.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/27.0.1453.93 Safari/537.36',
'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 (Windows; U; Windows NT 6.0; en-US) AppleWebKit/530.7 (KHTML, like Gecko) Chrome/2.0.176.0 Safari/530.7',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/534.21 (KHTML, like Gecko) Chrome/11.0.678.0 Safari/534.21',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/3.0.195.21 Safari/532.0',
'Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1; SV1; .NET CLR 1.1.4322)',
'Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; .NET CLR 2.0.50727; InfoPath.1',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/525.19 (KHTML, like Gecko) Chrome/1.0.154.55 Safari/525.19',
'Mozilla/5.0 (Windows NT 6.1; WOW64; rv:7.0a1) Gecko/20110623 Firefox/7.0a1 Fennec/7.0a1',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/534.30 (KHTML, like Gecko) Chrome/12.0.724.100 Safari/534.30',
'Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US) AppleWebKit/534.3 (KHTML, like Gecko) Chrome/6.0.472.33 Safari/534.3 SE 2.X MetaSr 1.0',
'Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.2; WOW64; SV1; uZardWeb/1.0; Server_HK)',
'Mozilla/5.0 (Windows NT 6.1; WOW64; rv:7.0.1) Gecko/20100101 Firefox/7.0.1',
'Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 6.0; SLCC1; .NET CLR 2.0.50727; Media Center PC 5.0; .NET CLR 3.0.04506)',
'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; InfoPath.3; .NET4.0C; .NET4.0E)',
'Mozilla/5.0 (Windows NT 5.1) AppleWebKit/536.3 (KHTML, like Gecko) Chrome/19.0.1063.0 Safari/536.3',
'Mozilla/5.0 (Windows NT 6.0) yi; AppleWebKit/345667.12221 (KHTML, like Gecko) Chrome/23.0.1271.26 Safari/453667.1221',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/531.2 (KHTML, like Gecko) Chrome/3.0.191.3 Safari/531.2',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/530.5 (KHTML, like Gecko) Chrome/2.0.172.39 Safari/530.5',
'Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/3.0.195.1 Safari/532.0',
'Mozilla/5.0 (Windows; U; Windows NT 6.0; en-US) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/3.0.195.38 Safari/532.0',
'Mozilla/5.0 (Windows; U; Windows NT 5.2; en-US) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/3.0.195.27 Safari/532.0',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US; rv:1.8b) Gecko/20050118 Firefox/1.0+',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; ja-JP; rv:1.7) Gecko/20040707 Firefox/0.9.2',
'Mozilla/5.0 (Windows; U; Windows NT 6.0; en-US) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/4.0.202.0 Safari/532.0',
'Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1; Trident/4.0; SE 2.X MetaSr 1.0; SE 2.X MetaSr 1.0; .NET CLR 2.0.50727; SE 2.X MetaSr 1.0)',
'Mozilla/5.0 (Windows; U; Windows NT 6.0; en-US) AppleWebKit/530.4 (KHTML, like Gecko) Chrome/2.0.171.0 Safari/530.4',
'Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0; .NET CLR 2.0.50727; .NET CLR 3.0.04506.30; .NET CLR 3.0.04506.648)',
'Mozilla/5.0 (Windows NT 6.2; WOW64) AppleWebKit/535.24 (KHTML, like Gecko) Chrome/19.0.1055.1 Safari/535.24',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; nl-NL; rv:1.7.5) Gecko/20041202 Firefox/1.0',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/4.0.204.0 Safari/532.0',
'Mozilla/5.0 (Windows; U; Windows NT 5.2; en-US) AppleWebKit/532.2 (KHTML, like Gecko) Chrome/4.0.222.6 Safari/532.2',
'Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US) AppleWebKit/528.8 (KHTML, like Gecko) Chrome/1.0.156.0 Safari/528.8',
'Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 6.1; Trident/6.0)',
'Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1; SV1; .NET CLR 1.0.3705; .NET CLR 2.0.50727; .NET CLR 1.1.4322)',
'Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US) AppleWebKit/534.7 (KHTML, like Gecko) Chrome/7.0.517.43 Safari/534.7',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/534.13 (KHTML, like Gecko) Chrome/9.0.597.15 Safari/534.13',
'Mozilla/5.0 (ipad Windows; U; Windows NT 6.1; en-US) AppleWebKit/534.6 (KHTML, like Gecko) Chrome/7.0.498.0 Safari/534.6',
'Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US) AppleWebKit/530.5 (KHTML, like Gecko) Chrome/2.0.172.43 Safari/530.5',
'Mozilla/5.0 (Windows; U; Windows NT 6.0; en-US) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/4.0.208.0 Safari/532.0',
'Mozilla/5.0 (Windows NT 6.2; WOW64) AppleWebKit/535.11 (KHTML, like Gecko) Chrome/17.0.963.66 Safari/535.11',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/534.19 (KHTML, like Gecko) Chrome/11.0.661.0 Safari/534.19',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-CA) AppleWebKit/534.13 (KHTML like Gecko) Chrome/9.0.597.98 Safari/534.13',
'Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1; SV1; .NET CLR 1.1.4322)',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/4.0.211.2 Safari/532.0',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/4.0.201.1 Safari/532.0',
'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; U; Windows NT 6.0; en-US) AppleWebKit/532.0 (KHTML, like Gecko) Chrome/4.0.201.1 Safari/532.0',
'Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US) AppleWebKit/532.1 (KHTML, like Gecko) Chrome/4.0.213.1 Safari/532.1',
'Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US) AppleWebKit/530.6 (KHTML, like Gecko) Chrome/2.0.174.0 Safari/530.6',
'Mozilla/5.0 (Windows; U; Windows NT 5.2; en-US) AppleWebKit/525.19 (KHTML, like Gecko) Chrome/0.3.154.6 Safari/525.19',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US) AppleWebKit/534.13 (KHTML, like Gecko) Chrome/9.0.599.0 Safari/534.13',
'Mozilla/5.0 (Windows; U; Windows NT 6.0; en-US) AppleWebKit/534.8 (KHTML, like Gecko) Chrome/7.0.521.0 Safari/534.8',
'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US; rv:1.9.1b2pre) Gecko/20081015 Fennec/1.0a1',
'Mozilla/5.0 (iPod; U; CPU iPhone OS 4_3_3 like Mac OS X; en-us) AppleWebKit/533.17.9 (KHTML, like Gecko) Version/5.0.2 Mobile/8J2 Safari/6533.18.5'
]
def close(self):
try:
self.__cursor_proxy.close()
self.__cnx_proxy.close()
except :
pass
def __init__(self):
self.__cnx_proxy = pymysql.connect(host='114.115.159.144', user='root', password='zzsn9988', db='clb_project',
charset='utf8mb4')
self.__cursor_proxy= self.__cnx_proxy.cursor()
pass
# 计算耗时
def getTimeCost(self,start, end):
seconds = int(end - start)
m, s = divmod(seconds, 60)
h, m = divmod(m, 60)
if (h > 0):
return "%d小时%d分钟%d秒" % (h, m, s)
elif (m > 0):
return "%d分钟%d秒" % (m, s)
elif (seconds > 0):
return "%d秒" % (s)
else:
ms = int((end - start) * 1000)
return "%d毫秒" % (ms)
# 当前时间格式化
# 1 : 2001-01-01 12:00:00 %Y-%m-%d %H:%M:%S
# 2 : 010101120000 %y%m%d%H%M%S
# 时间戳 3:1690179526555 精确到秒
def getNowTime(self, type):
now_time = ""
if type == 1:
now_time = time.strftime("%Y-%m-%d %H:%M:%S")
if type == 2:
now_time = time.strftime("%y%m%d%H%M%S")
if type == 3:
now_time = int(time.time() * 1000)
return now_time
# 日志格式
def logFormate(self,record, handler):
formate = "[{date}] [{level}] [{filename}] [{func_name}] [{lineno}] {msg}".format(
date=record.time, # 日志时间
level=record.level_name, # 日志等级
filename=os.path.split(record.filename)[-1], # 文件名
func_name=record.func_name, # 函数名
lineno=record.lineno, # 行号
msg=record.message # 日志内容
)
return formate
# 获取logger
def getLogger(self,fileLogFlag=True, stdOutFlag=True):
dirname, filename = os.path.split(os.path.abspath(sys.argv[0]))
dirname = os.path.join(dirname, "logs")
filename = filename.replace(".py", "") + ".log"
if not os.path.exists(dirname):
os.mkdir(dirname)
logbook.set_datetime_format('local')
logger = logbook.Logger(filename)
logger.handlers = []
if fileLogFlag: # 日志输出到文件
logFile = logbook.TimedRotatingFileHandler(os.path.join(dirname, filename), date_format='%Y-%m-%d',
bubble=True, encoding='utf-8')
logFile.formatter = self.logFormate
logger.handlers.append(logFile)
if stdOutFlag: # 日志打印到屏幕
logStd = logbook.more.ColorizedStderrHandler(bubble=True)
logStd.formatter = self.logFormate
logger.handlers.append(logStd)
return logger
# 获取随机的userAgent
def getRandomUserAgent(self):
return random.choice(self.__USER_AGENT_LIST)
# 获取代理
def get_proxy(self):
sql = "select proxy from clb_proxy"
self.__cursor_proxy.execute(sql)
proxy_lists = self.__cursor_proxy.fetchall()
ip_list = []
for proxy_ in proxy_lists:
ip_list.append(str(proxy_).replace("('", '').replace("',)", ''))
proxy_list = []
for str_ip in ip_list:
str_ip_list = str_ip.split('-')
proxyMeta = "http://%(host)s:%(port)s" % {
"host": str_ip_list[0],
"port": str_ip_list[1],
}
proxy = {
"HTTP": proxyMeta,
"HTTPS": proxyMeta
}
proxy_list.append(proxy)
return proxy_list[random.randint(0, 3)]
def get_proxy(self):
ip_list = []
with self.__cursor_proxy as cursor:
sql_str = '''select PROXY from clb_proxy where id={} '''.format(random.randint(1, 12))
print(sql_str)
cursor.execute(sql_str)
rows = cursor.fetchall()
for row in tqdm(rows):
str_ip = row[0]
str_ip_list = str_ip.split('-')
proxyMeta = "http://%(host)s:%(port)s" % {
"host": str_ip_list[0],
"port": str_ip_list[1],
}
proxy = {
"HTTP": proxyMeta,
"HTTPS": proxyMeta
}
ip_list.append(proxy)
return ip_list
def get_proxyIPPort(self):
ip_list = []
with self.__cursor_proxy as cursor:
sql_str = '''select PROXY from clb_proxy where id={} '''.format(random.randint(1, 12))
print(sql_str)
cursor.execute(sql_str)
rows = cursor.fetchall()
for row in tqdm(rows):
str_ip = row[0]
str_ip_list = str_ip.split('-')
proxy = {
"host": str_ip_list[0],
"port": str_ip_list[1],
}
ip_list.append(proxy)
return ip_list
\ No newline at end of file
[redis]
[redis]
host=114.115.236.206
port=6379
pass=clbzzsn
[mysql]
host=114.115.159.144
username=root
password=zzsn9988
database=caiji
url=jdbc:mysql://114.115.159.144:3306/caiji?useUnicode=true&characterEncoding=utf-8&serverTimezone=Asia/Shanghai&useSSL=false
[kafka]
bootstrap_servers=114.115.159.144:9092
topic=keyWordsInfo
groupId=python_baidu_test
[selenium]
chrome_driver=C:\Users\WIN10\DataspellProjects\crawlerProjectDemo\tmpcrawler\cmd100\chromedriver.exe
binary_location=D:\crawler\baidu_crawler\tool\Google\Chrome\Application\chrome.exe
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