使用python抓取App数据

App接口爬取数据过程
使用抓包工具
手机使用代理，app所有请求通过抓包工具
获得接口，分析接口
反编译apk获取key
突破反爬限制
需要的工具：
夜神模拟器
Fiddler
Pycharm
实现过程
首先下载夜神模拟器模拟手机也可以用真机，然后下载Fiddler抓取手机APP数据包，分析接口完成以后使用Python实现爬虫程序

Fiddler安装配置过程
第一步：下载神器Fiddler
Fiddler下载完成之后，傻瓜式的安装一下！

第二步：设置Fiddler
打开Fiddler, Tools-> Fiddler Options (配置完后记得要重启Fiddler)
选中”Decrpt HTTPS traffic”, Fiddler就可以截获HTTPS请求
选中”Allow remote computers to connect”. 是允许别的机器把HTTP/HTTPS请求发送到Fiddler上来
 

 

记住这个端口号是:8888

夜神模拟器安装配置过程

第一步:下载安装

夜神模拟器下载完成之后，傻瓜式的安装一下！

第二步:配置桥接 实现互通

首先将当前手机网络桥接到本电脑网络 实现互通 

安装完成桥接驱动后配置IP地址，要配成和本机互通的网段，配置完成后打开主机cmd终端ping通ok

第三步:配置代理

1. 打开主机cmd 

1. 输入ipconfig查看本机IP 
2. 配置代理 
   进入夜神模拟器–打开设置–打开WLAN 
    
    
3. 点击修改网络–配置代理 如下图： 
   
   配置完后保存 
   到这里我们就设置好所有的值，下面就来测试一下，打开手机的超级课程表APP 
   
4. 1. 在夜神模拟器上下载你想爬取得App使用Fiddler抓包分析api后使用python进行爬取就可以了

   爬取充电网APP实例

   爬取部分内容截图： 
   

5. 部分python代码分享：

   import requests
   import city
   import json
   import jsonpath
   import re

   city_list = city.jsons
   tags_list = city.Tag

   def city_func(city_id):
   try:
   city = jsonpath.jsonpath(city_list, '$..sub[?(@.code=={})]'.format(int(city_id)))[0]["name"]
   except:
   city = jsonpath.jsonpath(city_list, '$[?(@.code=={})]'.format(int(city_id)))[0]["name"]
   return city

   def tags_func(tags_id):
   tags_join = []
   if tags_id:
   for tags in tags_id:
   t = jsonpath.jsonpath(tags_list,'$..spotFilterTags[?(@.id=={})]'.format(int(tags)))
   tags_join.append(t[0]["title"])

   return ('-'.join(tags_join))

   def split_n(ags):
   return re.sub(' ',' ',ags)

   
   def request(page):
   print('开始下载第%d页'%page)
   url = 'https://app-api.chargerlink.com/spot/searchSpot'
   two_url = "https://app-api.chargerlink.com/spot/getSpotDetail?spotId={d}"
   head = {
   "device": "client=android&cityName=%E5%8C%97%E4%BA%AC%E5%B8%82&cityCode=110106&lng=116.32154281224254&device_id=8A261C9D60ACEBDED7CD3706C92DD68E&ver=3.7.7&lat=39.895024107858724&network=WIFI&os_version=19",
   "appId": "20171010",
   "timestamp": "1532342711477",
   "signature": "36daaa33e7b0d5d29ac9c64a2ce6c4cf",
   "forcecheck": "1",
   "Content-Type": "application/x-www-form-urlencoded",
   "Content-Length": "68",
   "Host": "app-api.chargerlink.com",
   "Connection": "Keep-Alive",
   "User-Agent": "okhttp/3.2.0"
   }

   
   data = {
   "userFilter[operateType]": 2,
   "cityCode": 110000,
   "sort": 1,
   "page": page,
   "limit": 10,
   }

   response = requests.post(url,data=data,headers=head)
   #获取数据
   data = response.json()
   for i in data['data']:
   c = []
   id = i['id']
   name = i["name"] #充电桩名
   phone = i["phone"] #手机号
   num = i['quantity'] #有几个充电桩
   city = city_func(i["provinceCode"]) #城市
   tags =tags_func(i["tags"].split(','))#标签
   message = c + [id,name,phone,num,city,tags]
   parse_info(two_url.format(d=id),message)

   def parse_info(url,message):

   #打开文件
   with open('car.csv','a',encoding='utf-8')as c:
   head = {
   "device": "client=android&cityName=&cityCode=&lng=116.32154281224254&device_id=8A261C9D60ACEBDED7CD3706C92DD68E&ver=3.7.7&lat=39.895024107858724&network=WIFI&os_version=19",
   "TOKEN": "036c8e24266c9089db50899287a99e65dc3bf95f",
   "appId": "20171010",
   "timestamp": "1532357165598",
   "signature": "734ecec249f86193d6e54449ec5e8ff6",
   "forcecheck": "1",
   "Host": "app-api.chargerlink.com",
   "Connection": "Keep-Alive",
   "User-Agent": "okhttp/3.2.0",
   }
   #发起详情请求
   res = requests.get(url,headers=head)
   price = split_n(jsonpath.jsonpath(json.loads(res.text),'$..chargingFeeDesc')[0]) #价钱
   payType = jsonpath.jsonpath(json.loads(res.text),'$..payTypeDesc')[0] #支付方式
   businessTime =split_n(jsonpath.jsonpath(json.loads(res.text),'$..businessTime')[0]) #营业时间
   result = (message + [price,payType,businessTime])
   r = ','.join([str(i) for i in result])+', '
   c.write(r)

   def get_page():
   url = 'https://app-api.chargerlink.com/spot/searchSpot'
   head = {
   "device": "client=android&cityName=%E5%8C%97%E4%BA%AC%E5%B8%82&cityCode=110106&lng=116.32154281224254&device_id=8A261C9D60ACEBDED7CD3706C92DD68E&ver=3.7.7&lat=39.895024107858724&network=WIFI&os_version=19",
   "appId": "20171010",
   "timestamp": "1532342711477",
   "signature": "36daaa33e7b0d5d29ac9c64a2ce6c4cf",
   "forcecheck": "1",
   "Content-Type": "application/x-www-form-urlencoded",
   "Content-Length": "68",
   "Host": "app-api.chargerlink.com",
   "Connection": "Keep-Alive",
   "User-Agent": "okhttp/3.2.0"
   }

   data = {
   "userFilter[operateType]": 2,
   "cityCode": 110000,
   "sort": 1,
   "page": 1,
   "limit": 10,
   }
   response = requests.post(url, data=data, headers=head)
   # 获取数据
   data = response.json()
   total = (data["pager"]["total"])
   page_Size = (data["pager"]["pageSize"])
   totalPage = (data['pager']["totalPage"])
   print('当前共有{total}个充电桩，每页展示{page_Size}个，共{totalPage}页'.format(total=total,page_Size=page_Size,totalPage=totalPage))
   if __name__ == '__main__':
   get_page()
   start = int(input("亲,请输入您要获取的开始页:"))
   end = int(input("亲,请输入您要获取的结束页:"))
   for i in range(start,end+1):
   request(i)
   ---------------------
   作者：爱python的王三金
   来源：CSDN
   原文：https://blog.csdn.net/qq_37275405/article/details/81181439
   版权声明：本文为博主原创文章，转载请附上博文链接！