由于微信的流量封闭,想要轻易的看到微信里面的内容是比较困难的。为了能爬微信公众号里的文章,有网友使用python实现了,一起来看看他的实现思路与代码,说不定能拿来用呢?要知道微信公众号里的内容百度可是没收录的,要能搞下来,简直爽歪歪。
开发工具
- python
- pycharm
- selenium
- tkinter
- xlwt
思路
首先start_url=”https://mp.weixin.qq.com/”,扫码注册一下微信公众平台,有的话直接忽略,扫码登录即可。(注册个人订阅号就行),利用selenium自动操作扫码登录获得cookie值,之后响应要用cookie
要先下载webdriver插件,插件你下载对应谷歌浏览器的版本,下载之后会获得chromedriver.exe,然后把这个chromedriver.exe放在python解释器的python.exe文件的同级目录下就可以了,响应拿回网页源码,拿回token值,token值是有时效性的。
首先打开公众号,在图文编辑中点开超链接。
按下F12,看看公众号对应的fakeid值。
翻页打开headers,拿回第一页url地址
https://mp.weixin.qq.com/cgi-bin/appmsg?action=list_ex&begin=0&count=5&fakeid=MjM5MjAwODM4MA==&type=9&query=&token=1008822872&lang=zh_CN&f=json&ajax=1
第二页地址
https://mp.weixin.qq.com/cgi-bin/appmsg?action=list_ex&begin=5&count=5&fakeid=MjM5MjAwODM4MA==&type=9&query=&token=1008822872&lang=zh_CN&f=json&ajax=1
发现规律,上代码
# !/usr/bin/nev python # -*-coding:utf8-*- import tkinter as tk from selenium import webdriver import time, re, jsonpath, xlwt from requests_html import HTMLSession session = HTMLSession() class GZHSpider(object): def __init__(self): """定义可视化窗口,并设置窗口和主题大小布局""" self.window = tk.Tk() self.window.title('公众号信息采集') self.window.geometry('800x600') """创建label_user按钮,与说明书""" self.label_user = tk.Label(self.window, text='需要爬取的公众号:', font=('Arial', 12), width=30, height=2) self.label_user.pack() """创建label_user关联输入""" self.entry_user = tk.Entry(self.window, show=None, font=('Arial', 14)) self.entry_user.pack(after=self.label_user) """创建label_passwd按钮,与说明书""" self.label_passwd = tk.Label(self.window, text="爬取多少页:(小于100)", font=('Arial', 12), width=30, height=2) self.label_passwd.pack() """创建label_passwd关联输入""" self.entry_passwd = tk.Entry(self.window, show=None, font=('Arial', 14)) self.entry_passwd.pack(after=self.label_passwd) """创建Text富文本框,用于按钮操作结果的展示""" self.text1 = tk.Text(self.window, font=('Arial', 12), width=85, height=22) self.text1.pack() """定义按钮1,绑定触发事件方法""" self.button_1 = tk.Button(self.window, text='爬取', font=('Arial', 12), width=10, height=1, command=self.parse_hit_click_1) self.button_1.pack(before=self.text1) """定义按钮2,绑定触发事件方法""" self.button_2 = tk.Button(self.window, text='清除', font=('Arial', 12), width=10, height=1, command=self.parse_hit_click_2) self.button_2.pack(anchor="e") def parse_hit_click_1(self): """定义触发事件1,调用main函数""" user_name = self.entry_user.get() pass_wd = int(self.entry_passwd.get()) self.main(user_name, pass_wd) def main(self, user_name, pass_wd): # 网页登录 driver_path = r'D:\python\chromedriver.exe' driver = webdriver.Chrome(executable_path=driver_path) driver.get('https://mp.weixin.qq.com/') time.sleep(2) # 网页最大化 driver.maximize_window() # 拿微信扫描登录 time.sleep(20) # 获得登录的cookies cookies_list = driver.get_cookies() # 转化成能用的cookie格式 cookie = [item["name"] + "=" + item["value"] for item in cookies_list] cookie_str = '; '.join(item for item in cookie) # 请求头 headers_1 = { 'cookie': cookie_str, 'user-agent':'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) ' 'Chrome/91.0.4472.77 Safari/537.36' } # 起始地址 start_url = 'https://mp.weixin.qq.com/' response = session.get(start_url, headers=headers_1).content.decode() # 拿到token值,token值是有时效性的 token = re.findall(r'token=(\d+)', response)[0] # 搜索出所有跟输入的公众号有关的 next_url = f'https://mp.weixin.qq.com/cgi-bin/searchbiz?action=search_biz&begin=0&count=5&query={user_name}&token=' \ f'{token}&lang=zh_CN&f=json&ajax=1' # 获取响应 response_1 = session.get(next_url, headers=headers_1).content.decode() # 拿到fakeid的值,确定公众号,唯一的 fakeid = re.findall(r'"fakeid":"(.*?)",', response_1)[0] # 构造公众号的url地址 next_url_2 = 'https://mp.weixin.qq.com/cgi-bin/appmsg?' data = { 'action': 'list_ex', 'begin': '0', 'count': '5', 'fakeid': fakeid, 'type': '9', 'query': '', 'token': token, 'lang': 'zh_CN', 'f': 'json', 'ajax': '1' } headers_2 = { 'cookie': cookie_str, 'user-agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) ' 'Chrome/91.0.4472.77 Safari/537.36', 'referer': f'https://mp.weixin.qq.com/cgi-bin/appmsgtemplate?action=edit&lang=zh_CN&token={token}', 'sec-ch-ua': '" Not;A Brand";v="99", "Google Chrome";v="91", "Chromium";v="91"', 'sec-ch-ua-mobile': '?0', 'sec-fetch-dest': 'empty', 'sec-fetch-mode': 'cors', 'sec-fetch-site': 'same-origin', 'x-requested-with': 'XMLHttpRequest' } # 表的创建 workbook = xlwt.Workbook(encoding='gbk', style_compression=0) sheet = workbook.add_sheet('test', cell_overwrite_ok=True) j = 1 # 构造表头 sheet.write(0, 0, '时间') sheet.write(0, 1, '标题') sheet.write(0, 2, '地址') # 循环翻页 for i in range(pass_wd): data["begin"] = i * 5 time.sleep(3) # 获取响应的json数据 response_2 = session.get(next_url_2, params=data, headers=headers_2).json() # jsonpath 获取时间,标题,地址 title_list = jsonpath.jsonpath(response_2, '$..title') url_list = jsonpath.jsonpath(response_2, '$..link') create_time_list = jsonpath.jsonpath(response_2, '$..create_time') # 将时间戳转化为北京时间 list_1 = [] for create_time in create_time_list: time_local = time.localtime(int(create_time)) time_1 = time.strftime("%Y-%m-%d", time_local) time_2 = time.strftime("%H:%M:%S", time_local) time_3 = time_1 + ' ' + time_2 list_1.append(time_3) # for循环遍历 for times, title, url in zip(list_1, title_list, url_list): # 其中的'0-行, 0-列'指定表中的单元 sheet.write(j, 0, times) sheet.write(j, 1, title) sheet.write(j, 2, url) j = j + 1 # 窗口显示进程 self.text1.insert("insert", f'*****************第{i+1}页爬取成功*****************') time.sleep(2) self.text1.insert("insert", '\n ') self.text1.insert("insert", '\n ') # 最后保存成功 workbook.save(f'{user_name}公众号信息.xls') print(f"*********{user_name}公众号信息保存成功*********") def parse_hit_click_2(self): """定义触发事件2,删除文本框中内容""" self.entry_user.delete(0, "end") self.entry_passwd.delete(0, "end") self.text1.delete("1.0", "end") def center(self): """创建窗口居中函数方法""" ws = self.window.winfo_screenwidth() hs = self.window.winfo_screenheight() x = int((ws / 2) - (800 / 2)) y = int((hs / 2) - (600 / 2)) self.window.geometry('{}x{}+{}+{}'.format(800, 600, x, y)) def run_loop(self): """禁止修改窗体大小规格""" self.window.resizable(False, False) """窗口居中""" self.center() """窗口维持--持久化""" self.window.mainloop() if __name__ == '__main__': g = GZHSpider() g.run_loop()
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