Python爬取微信公众号文章、点赞数
优采云 发布时间: 2020-08-13 18:312、2 关注须要爬取的公众号
2、3 设置Fiddler 并保存配置
微信客户端恳求公众号文章, fiddler抓取到的数据req_id 、 pass_ticket 、 appmsg_tojen
微信客户端恳求公众号文章, fiddler抓取到的数据cookie 和user-agent
最后恢复Fiddler的配置,会报错的
END!!!前面的获取工作就结束了…
一、获取cookie
# -*- coding: utf-8 -*-
import time
import json
from selenium import webdriver
import sys
sys.path.append('/path/to/your/module')
post = {}
driver = webdriver.Chrome(executable_path="chromedriver.exe")
driver.get('https://mp.weixin.qq.com')
time.sleep(2)
driver.find_element_by_name('account').clear()
driver.find_element_by_name('account').send_keys('订阅号账号')
driver.find_element_by_name('password').clear()
driver.find_element_by_name('password').send_keys('订阅号密码')
# 自动输入密码后点击记住密码
time.sleep(5)
driver.find_element_by_xpath("./*//a[@class='btn_login']").click()
# 扫码
time.sleep(20)
driver.get('https://mp.weixin.qq.com')
cookie_items = driver.get_cookies()
for cookie_item in cookie_items:
post[cookie_item['name']] = cookie_item['value']
cookie_str = json.dumps(post)
with open('cookie.txt', 'w+', encoding='utf-8') as f:
f.write(cookie_str)
print('cookie write ok ...')
二、获取文章数据(文章列表写入数据库)
<p># -*- coding: utf-8 -*-
import time, datetime
import json
import requests
import re
import random
import MySQLdb
#设置要爬取的公众号列表
gzlist=['ckxxwx']
# 打开数据库连接
db = MySQLdb.connect("localhost", "root", "123456", "wechat_reptile_data", charset='utf8' )
# 数据的开始日期 - 结束日期
start_data = '20190630';
end_data = '20190430'
# 使用cursor()方法获取操作游标
cursor = db.cursor()
# 获取阅读数和点赞数
def getMoreInfo(link, query):
pass_ticket = "VllmJYTSgRotAAiQn17Tw1v35AduDOg%252BLCq%252B07qi4FKcStfL%252Fkc44G0LuIvr99HO"
if query == 'ckxxwx':
appmsg_token = "1016_%2F%2Bs3kaOp2TJJQ4EKMVfI0O8RhzRxMs3lLy54hhisceyyXmLHXf_x5xZPaT_pbAJgmwxL19F0XRMWtvYH"
phoneCookie = "rewardsn=; wxuin=811344139; devicetype=Windows10; version=62060833; lang=zh_CN; pass_ticket=VllmJYTSgRotAAiQn17Tw1v35AduDOg+LCq+07qi4FKcStfL/kc44G0LuIvr99HO; wap_sid2=CIvC8IIDElxlWlVuYlBacDF0TW9sUW16WmNIaDl0cVhxYzZnSHljWlB3TmxfdjlDWmItNVpXeURScG1RNEpuNzFUZFNSZWVZcjE5SHZST2tLZnBSdDUxLWhHRDNQX2dEQUFBfjCasIvpBTgNQAE=; wxtokenkey=777"
mid = link.split("&")[1].split("=")[1]
idx = link.split("&")[2].split("=")[1]
sn = link.split("&")[3].split("=")[1]
_biz = link.split("&")[0].split("_biz=")[1]
# 目标url
url = "http://mp.weixin.qq.com/mp/getappmsgext"
# 添加Cookie避免登陆操作,这里的"User-Agent"最好为手机浏览器的标识
headers = {
"Cookie": phoneCookie,
"User-Agent": "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/39.0.2171.95 Safari/537.36 MicroMessenger/6.5.2.501 NetType/WIFI WindowsWechat QBCore/3.43.1021.400 QQBrowser/9.0.2524.400"
}
# 添加data,`req_id`、`pass_ticket`分别对应文章的信息,从fiddler复制即可。
data = {
"is_only_read": "1",
"is_temp_url": "0",
"appmsg_type": "9",
'reward_uin_count': '0'
}
params = {
"__biz": _biz,
"mid": mid,
"sn": sn,
"idx": idx,
"key": '777',
"pass_ticket": pass_ticket,
"appmsg_token": appmsg_token,
"uin": '777',
"wxtoken": "777"
}
# 使用post方法进行提交
content = requests.post(url, headers=headers, data=data, params=params).json()
# 提取其中的阅读数和点赞数
if 'appmsgstat' in content:
readNum = content["appmsgstat"]["read_num"]
likeNum = content["appmsgstat"]["like_num"]
else:
print('请求参数过期!')
# 歇10s,防止被封
time.sleep(10)
return readNum, likeNum
#爬取微信公众号文章,并存在本地文本中
def get_content(query):
#query为要爬取的公众号名称
#公众号主页
url = 'https://mp.weixin.qq.com'
#设置headers
header = {
"HOST": "mp.weixin.qq.com",
"User-Agent": "Mozilla/5.0 (Windows NT 6.1; WOW64; rv:53.0) Gecko/20100101 Firefox/53.0"
}
#读取上一步获取到的cookies
with open('cookie.txt', 'r', encoding='utf-8') as f:
cookie = f.read()
cookies = json.loads(cookie)
#登录之后的微信公众号首页url变化为:https://mp.weixin.qq.com/cgi-bin/home?t=home/index&lang=zh_CN&token=1849751598,从这里获取token信息
response = requests.get(url=url, cookies=cookies)
token = re.findall(r'token=(\d+)', str(response.url))[0]
time.sleep(2)
#搜索微信公众号的接口地址
search_url = 'https://mp.weixin.qq.com/cgi-bin/searchbiz?'
#搜索微信公众号接口需要传入的参数,有三个变量:微信公众号token、随机数random、搜索的微信公众号名字
query_id = {
'action': 'search_biz',
'token' : token,
'lang': 'zh_CN',
'f': 'json',
'ajax': '1',
'random': random.random(),
'query': query,
'begin': '0',
'count': '5'
}
#打开搜索微信公众号接口地址,需要传入相关参数信息如:cookies、params、headers
search_response = requests.get(search_url, cookies=cookies, headers=header, params=query_id)
#取搜索结果中的第一个公众号
lists = search_response.json().get('list')[0]
#获取这个公众号的fakeid,后面爬取公众号文章需要此字段
fakeid = lists.get('fakeid')
#微信公众号文章接口地址
appmsg_url = 'https://mp.weixin.qq.com/cgi-bin/appmsg?'
#搜索文章需要传入几个参数:登录的公众号token、要爬取文章的公众号fakeid、随机数random
query_id_data = {
'token': token,
'lang': 'zh_CN',
'f': 'json',
'ajax': '1',
'random': random.random(),
'action': 'list_ex',
'begin': '0',#不同页,此参数变化,变化规则为每页加5
'count': '5',
'query': '',
'fakeid': fakeid,
'type': '9'
}
#打开搜索的微信公众号文章列表页
appmsg_response = requests.get(appmsg_url, cookies=cookies, headers=header, params=query_id_data)
#获取文章总数
if appmsg_response.json().get('base_resp').get('ret') == 200013:
print('搜索公众号文章操作频繁,!!!')
max_num = appmsg_response.json().get('app_msg_cnt')
#每页至少有5条,获取文章总的页数,爬取时需要分页爬
num = int(int(max_num) / 5)
#起始页begin参数,往后每页加5
begin = 0 # 根据内容自定义
while num + 1 > 0 :
query_id_data = {
'token': token,
'lang': 'zh_CN',
'f': 'json',
'ajax': '1',
'random': random.random(),
'action': 'list_ex',
'begin': '{}'.format(str(begin)),
'count': '5',
'query': '',
'fakeid': fakeid,
'type': '9'
}
print('正在翻页:--------------',begin)
time.sleep(5)
#获取每一页文章的标题和链接地址,并写入本地文本中
query_fakeid_response = requests.get(appmsg_url, cookies=cookies, headers=header, params=query_id_data)
fakeid_list = query_fakeid_response.json().get('app_msg_list')
for item in fakeid_list:
content_link=item.get('link')
content_title=item.get('title')
update_time=item.get('update_time')
timeArray = time.localtime(update_time)
DataTime = time.strftime("%Y%m%d", timeArray)
print(DataTime)
Yearsmonth = time.strftime("%Y%m", timeArray)
if DataTime