广点通数据抓取

2020年4月29日 10:10 by wst

数据抓取

最近一直在研究广点通数据的抓取,终于搞定。

思路:

当用户名、密码以及验证错误不能通过的时候,只能使用cookie(作为凭证)来抓取数据。

那么就需要考虑以下几个问题:

1. 那些cookie是必须的?

2. 是否可以禁用cookie?

3. 这些必需的cookie怎样获取?

 

措施:

1. 从浏览器粘贴所有cookie之后,把它们粘贴到代码里,用程序一个一个试:先去掉cookie中的一个key,看能不能正确获取结果,然后再去掉一个,直至不能正确获取结果。

2. 一般情况是不能禁用cookie的,否则服务端根本不知道你是谁,肯定不会给你正确的响应。

3. 通过chrome的开发工具(F12)可以获取所有请求记录。详细过程如下:

(1)打开调试模式(F12),然后正常操作,直至想要的页面/数据出现;

(2)找到目标请求,看它用了那些cookie,比如abc;

(3)然后在网络监控窗口中搜索这个cookie的来源,搜索方法:set-cookie-name:abc;

(4)模拟这个请求,获取这个cookie。

(5)把获取到的cookie添加到目标请求中

 

核心代码:

获取依赖的cookie:

#!/usr/bin/env python

"""
FileName: qq_adnet_sso
Author: deepinwst
Email: movingheart000@gmail.com
Date: 2020/4/28 19:04:40
"""

import requests
from urllib.parse import urljoin
from utils import read_cookie


def get_adnet_sso(qq_num):
    login = "https://e.qq.com/dev/login"
    res_login = requests.get(login, allow_redirects=False)
    cookie = read_cookie(qq_num)
    print("res_login.headers:", res_login.headers)
    # {'Date': 'Tue, 28 Apr 2020 08:57:05 GMT', 'Content-Length': '0', 'Connection': 'keep-alive', 'Server': 'nginx', 'Location': 'https://sso.e.qq.com/login?service_tag=14&sso_redirect_uri=https%3A%2F%2Fe.qq.com%2Fdev%2Fredirect'}

    url1 = res_login.headers['Location']
    cookie1 = cookie
    header1 = {
        'authority': 'sso.e.qq.com',
        'pragma': 'no-cache',
        'cache-control': 'no-cache',
        'upgrade-insecure-requests': '1',
        'user-agent': 'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/81.0.4044.122 Safari/537.36',
        'accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.9',
        'sec-fetch-site': 'same-site',
        'sec-fetch-mode': 'navigate',
        'sec-fetch-user': '?1',
        'sec-fetch-dest': 'document',
        'referer': 'https://e.qq.com/dev/index.html',
        'accept-language': 'zh-CN,zh;q=0.9'
    }

    res_login1 = requests.get(url1, allow_redirects=False, headers=header1, cookies=cookie1)

    print("res_login1.headers:", res_login1.headers)
    # {'Date': 'Tue, 28 Apr 2020 09:04:09 GMT', 'Content-Length': '0', 'Connection': 'keep-alive', 'Location': '/login/hub?service_tag=14&sso_redirect_uri=https%3A%2F%2Fe.qq.com%2Fdev%2Fredirect'}

    url2 = urljoin(url1, res_login1.headers['Location'])
    cookie2 = cookie
    header2 = {
        'authority': 'sso.e.qq.com',
        'pragma': 'no-cache',
        'cache-control': 'no-cache',
        'upgrade-insecure-requests': '1',
        'user-agent': 'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/81.0.4044.122 Safari/537.36',
        'accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.9',
        'sec-fetch-site': 'same-site',
        'sec-fetch-mode': 'navigate',
        'sec-fetch-user': '?1',
        'sec-fetch-dest': 'document',
        'referer': 'https://e.qq.com/dev/index.html',
        'accept-language': 'zh-CN,zh;q=0.9'
    }
    res_login2 = requests.get(url2, allow_redirects=False, headers=header2, cookies=cookie2)

    print("res_login2.headers:", res_login2.headers)
    # {'Date': 'Tue, 28 Apr 2020 09:10:37 GMT', 'Content-Length': '0', 'Connection': 'keep-alive', 'Location': 'https://e.qq.com/dev/redirect?sso_ticket=ST-07862-4wKWRcMaGSpzRYs5dtAPz4x1MnBgGwp5RPjY6Cfdf2bAFGN0pzY0mDaPhVTJ2tgX'}
    url3 = res_login2.headers['Location']
    header3 = {
        'authority': 'e.qq.com',
        'pragma': 'no-cache',
        'cache-control': 'no-cache',
        'upgrade-insecure-requests': '1',
        'user-agent': 'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/81.0.4044.122 Safari/537.36',
        'accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.9',
        'sec-fetch-site': 'same-site',
        'sec-fetch-mode': 'navigate',
        'sec-fetch-user': '?1',
        'sec-fetch-dest': 'document',
        'referer': 'https://e.qq.com/dev/index.html',
        'accept-language': 'zh-CN,zh;q=0.9'
    }
    res_login3 = requests.get(url3, allow_redirects=False, headers=header3)

    print("res_login3.headers:", res_login3.headers)
    # {'Date': 'Tue, 28 Apr 2020 09:14:31 GMT', 'Content-Length': '0', 'Connection': 'keep-alive', 'Server': 'nginx', 'Location': 'https://e.qq.com/dev/redirect', 'Set-Cookie': 'adnet_sso_flag=1; Max-Age=127168; Expires=Wed, 29 Apr 2020 20:33:59 GMT; Path=/; Domain=qq.com, adnet_sso=TGT-07862-1FvYp7p4rfpjpIIDgScxwwdSFp6Wcb9.4hak49Cx_8pijgCIx8u9BcGsCqFVSP9N; Max-Age=127168; Expires=Wed, 29 Apr 2020 20:33:59 GMT; Path=/; Domain=e.qq.com; HTTPOnly'}

    return res_login3.cookies.get("adnet_sso", None)


if __name__ == "__main__":
    print(get_adnet_sso("255****391"))

 

使用cookie模拟最终请求:

import os
import requests
import pandas as pd
from io import StringIO
import datetime
from copy import deepcopy
from selenium import webdriver
from selenium.webdriver.chrome.options import Options

from config import qq_paras
from utils import find_file
from utils import read_cookie, update_cookie, write_cookie
from qq_adnet_sso import get_adnet_sso


def qq_ad_data(qq_num="255****391"):
    url = qq_paras['url']
    form_data = deepcopy(qq_paras['form_data'])
    headers = deepcopy(qq_paras['headers'])
    date_str = (datetime.datetime.now() - datetime.timedelta(days=1)).strftime("%Y-%m-%d")
    ori_cookies = read_cookie(qq_num)
    print("type(ori_cookies):{}, ori_cookies:{}".format(type(ori_cookies), ori_cookies))

    form_data['startDate'] = date_str
    form_data['endDate'] = date_str
    form_data['medium'] = qq_paras['number'][qq_num]['medium']
    form_data['placement'] = qq_paras['number'][qq_num]['placement']
    form_data['memberId'] = qq_paras['number'][qq_num]['memberId']

    headers.pop('cookie', None)
    my_cookie = qq_paras['number'][qq_num]['cookie']
    adnet_sso = get_adnet_sso(qq_num)
    if not adnet_sso:
        print("获取cookie失败:{}".format(adnet_sso))
        return "error"
    my_cookie['adnet_sso'] = adnet_sso
    res = requests.post(url=url, headers=headers, data=form_data, cookies=my_cookie)
    # 状态异常
    if res.status_code != 200:
        print("error:{}".format(res.status_code))
        return "error"

    # 正确状态
    if '时间' in res.text:
        # 读取响应内容
        print("res.text:\n{}".format(res.text))
        fp = StringIO(res.text)
        df = pd.read_csv(fp)
        return df
    else:
        print("Nothing handle:{}".format(res.text))
        return "error"
if __name__ == "__main__":
    print(datetime.datetime.now().strftime("%Y-%m-%d %X"))
    d = qq_ad_data(qq_num='168****825')
    print(d)

 

如需要完整代码,请联系我。


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