Python逆向爬虫案例: 某网站AES逆向解密

前言

嗨喽，大家好呀~这里是爱看美女的茜茜呐

环境使用:

• Python 3.8

• Pycharm

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模块使用:

• requests —> pip install requests

• execjs -> pip install pyexecjs

• csv

第三方模块安装

win + R 输入cmd 输入安装命令 pip install 模块名 (如果你觉得安装速度比较慢, 你可以切换国内镜像源)

爬虫基本流程:

一. 数据来源分析

1. 明确需求: 明确采集的网站以及数据内容
   网址: https://www.kanzhun.com/rank_f/
   数据: 公司数据内容

2. 抓包分析 -> 通过浏览器自带开发者工具进行抓包 <从第二页数据内容开始分析>
   - 打开开发者工具: F12
   - 刷新网页
   - 通过关键字去搜索对应数据包
   https://www.kanzhun.com/rank_f/ <静态网页>
   - https://www.kanzhun.com/api_to/channel/company/list.json
   参数:
   - b
   - kiv
   响应数据:
   加密内容
   普通网站数据采集 --> 参数变化 去搜索参数在什么地方
   比如视频ID 图片ID…

   既然参数数据/数据加密 --> 分析参数如何生成的
   加密参数都是 js代码中生成

二. 代码实现步骤

1. 发送请求

2. 获取数据

3. 解析数据

4. 保存数据

代码展示

import pprint
import re
import execjs
import requests
import json
import csv'''
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'''csv_file = open('data.csv', mode='w', encoding='utf-8', newline='')
csv_writer = csv.DictWriter(csv_file, fieldnames=['名称','城市','领域','规模','法人','成立时间','注册资本','面试经验','工资爆料','企业风险','企业产品',
])
csv_writer.writeheader()
# 读取js代码文件
f = open('demo.js', 'r', encoding='utf-8').read()
# 编译js文件
js_code = execjs.compile(f)
# 调用js代码里面的函数内容 -> 获取kiv值
kiv = js_code.call('M_A', 16)
# 获取b值
info = '{"cityCode":"","industryCode":"","curPage":2}'
t = {"iv": kiv
}
b = js_code.call('M_mA', info, t)
print(kiv)
print(b)
# 请求链接
url = f'https://www.kanzhun.com/api_to/channel/company/list.json?b={b}&kiv={kiv}'
# 模拟浏览器
headers = {'Href': 'https://www.kanzhun.com/rank_f/','Referer': 'https://www.kanzhun.com/rank_f/','User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/118.0.0.0 Safari/537.36',
}
# 发送请求
# response = requests.get(url=url, headers=headers).text
# print(response)
# result = js_code.call('Hash', response, kiv)result = '{"resdata":{"channelFilterVO":{"channelCityFilterVOList":[{"code":101250100,"name":"长沙"},{"code":101010100,"name":"北京"},{"code":101020100,"name":"上海"},{"code":101280100,"name":"广州"},{"code":101280600,"name":"深圳"},{"code":101210100,"name":"杭州"},{"code":101030100,"name":"天津"},{"code":101110100,"name":"西安"},{"code":101190400,"name":"苏州"},{"code":101200100,"name":"武汉"},{"code":101270100,"name":"成都"},{"code":101180100,"name":"郑州"},{"code":101230200,"name":"厦门"},{"code":101190100,"name":"南京"},{"code":101040100,"name":"重庆"},{"code":101070100,"name":"沈阳"},{"code":101070200,"name":"大连"},{"code":101050100,"name":"哈尔滨"},{"code":101120100,"name":"济南"},{"code":101120200,"name":"青岛"}],"channelIndustryVOFilterVOList":[{"code":100904,"name":"印刷/包装/造纸"},{"code":100024,"name":"通信/网络设备"},{"code":100701,"name":"房地产开发"},{"code":101007,"name":"工艺品/收藏品"},{"code":100707,"name":"物业服务"},{"code":101102,"name":"酒店"},{"code":101204,"name":"采掘/冶炼"},{"code":100001,"name":"电子商务"},{"code":100803,"name":"4S店/后市场"},{"code":100601,"name":"咨询"},{"code":100003,"name":"媒体"},{"code":100025,"name":"运营商/增值服务"},{"code":100402,"name":"医疗/护理/卫生"},{"code":100203,"name":"证券/期货"},{"code":101002,"name":"日化"},{"code":101003,"name":"服装/纺织/皮革"},{"code":101201,"name":"石油/石化"},{"code":100608,"name":"其他专业服务"},{"code":101105,"name":"婚庆/摄影"},{"code":100101,"name":"广告/公关/会展"},{"code":100802,"name":"汽车零部件"},{"code":100207,"name":"投资/融资"},{"code":100801,"name":"汽车生产"},{"code":100905,"name":"船舶/航空/航天"},{"code":100504,"name":"贸易/进出口"},{"code":100202,"name":"保险"},{"code":101008,"name":"办公用品及设备"},{"code":101203,"name":"矿产/地质"},{"code":100605,"name":"财务/审计/税务"},{"code":100020,"name":"互联网"},{"code":100301,"name":"学前教育"},{"code":100206,"name":"互联网金融"},{"code":100104,"name":"文化/体育/娱乐"},{"code":101106,"name":"其他服务业"},{"code":101202,"name":"化工"},{"code":100008,"name":"O2O"},{"code":100009,"name":"旅游"},{"code":100502,"name":"物流/仓储"},{"code":100702,"name":"工程施工"},{"code":101304,"name":"其他行业"},{"code":100010,"name":"分类信息"},{"code":100304,"name":"学术/科研"},{"code":100705,"name":"建材"},{"code":100004,"name":"广告营销"},{"code":100303,"name":"培训机构"},{"code":100205,"name":"信托"},{"code":100102,"name":"新闻/出版"},{"code":100007,"name":"生活服务"},{"code":101301,"name":"政府/公共事业"},{"code":100021,"name":"计算机软件"},{"code":100602,"name":"法律"},{"code":101006,"name":"珠宝/首饰"},{"code":100401,"name":"制药"},{"code":101101,"name":"餐饮"},{"code":100902,"name":"仪器仪表/工业自动化"},{"code":100204,"name":"基金"},{"code":101206,"name":"新能源"},{"code":100002,"name":"游戏"},{"code":101303,"name":"农/林/牧/渔"},{"code":100603,"name":"翻译"},{"code":100023,"name":"计算机服务"},{"code":101001,"name":"食品/饮料/烟酒"},{"code":100403,"name":"医疗设备/器械"},{"code":100016,"name":"信息安全"},{"code":100022,"name":"计算机硬件"},{"code":101004,"name":"家具/家电/家居"},{"code":100103,"name":"广播/影视"},{"code":100201,"name":"银行"},{"code":100302,"name":"院校"},{"code":100011,"name":"音乐/视频/阅读"},{"code":100017,"name":"新零售"},{"code":101104,"name":"美容/美发"},{"code":100607,"name":"专利/商标/知识产权"},{"code":100006,"name":"医疗健康"},{"code":100503,"name":"批发/零售"},{"code":101005,"name":"玩具/礼品"},{"code":100013,"name":"社交网络"},{"code":100208,"name":"租赁/拍卖/典当/担保"},{"code":100015,"name":"企业服务"},{"code":100026,"name":"电子/半导体/集成电路"},{"code":100019,"name":"移动互联网"},{"code":100703,"name":"建筑设计"},{"code":100901,"name":"机械设备/机电/重工"},{"code":100903,"name":"原材料及加工/模具"},{"code":100606,"name":"检测/认证"},{"code":100012,"name":"在线教育"},{"code":100501,"name":"交通/运输"},{"code":100005,"name":"数据服务"},{"code":101205,"name":"电力/热力/燃气/水利"},{"code":101207,"name":"环保"},{"code":100704,"name":"装修装饰"},{"code":100706,"name":"地产经纪/中介"},{"code":100014,"name":"人力资源服务"},{"code":100018,"name":"智能硬件"},{"code":101302,"name":"非盈利机构"}],"channelSalaryFilterVOList":null,"channelExperienceFilterVOList":null,"channelEstablishYearsFilterVOList":[{"code":101,"name":"1年以内"},{"code":102,"name":"1-2年"},{"code":103,"name":"2-3年"},{"code":104,"name":"3-5年"},{"code":105,"name":"5-10年"},{"code":106,"name":"10年以上"}],"channelRegisterCapitalsFilterVOList":[{"code":201,"name":"100万以内"},{"code":202,"name":"100万到200万"},{"code":203,"name":"200万到500万"},{"code":204,"name":"500万到1000万"},{"code":205,"name":"1000万到5000万"},{"code":206,"name":"5000万以上"}],"curScaleId":0,"curCityCode":0,"curIndustryCode":0,"curSalaryId":0,"curExperienceId":0,"curEstablishYearsId":0,"curRegisterCapitalsId":0,"curScaleName":null,"curCityName":null,"curIndustryName":null,"curSalaryName":null,"curExperienceName":null,"curEstablishYearsName":null,"curRegisterCapitalsName":null},"channelCompanyVOList":[{"encCompanyId":"1HV-3Q~~","bossCompanyUrl":null,"balaCount":"1.4k","interviewCount":"4.1k","salaryCount":"7.9w","jobCount":"0","recruitCount":"45","riskCount":"75","legal":"丁磊","registFinance":"13760万美元","registTime":"2006-06-02","logo":"https://img.kanzhun.com/images/logo/20211204/e50c58323201c35613e2c22364f41720.jpg","status":1,"statusStr":"存续","legalRegistFinanceAndTime":"法定代表人：丁磊 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json_data = json.loads(result)
for index in json_data['resdata']['channelCompanyVOList']:city = index['basicDesc'].split(' · ')[0]company = index['basicDesc'].split(' · ')[1]company_unm = index['basicDesc'].split(' · ')[-1]if index['productList']:product = index['productList']elif index['projectList']:product = index['projectList']else:product = ''dit = {'名称': index['companyName'],'城市': city,'领域': company,'规模': company_unm,'法人': index['legal'],'成立时间': index['registTime'],'注册资本': index['registFinance'],'面试经验': index['interviewCount'],'工资爆料': index['salaryCount'],'企业风险': index['riskDes'],'企业产品': ','.join(product),}csv_writer.writerow(dit)print(dit)

尾语

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