app小程序手机端Python爬虫实战18-通过mitmproxy解析短视频App返回数据
作者：虚坏叔叔
博客：https://xuhss.com
早餐店不会开到晚上，想吃的人早就来了！
通过mitmproxy解析短视频App返回数据
一、电脑端证书配置
1.1 首先cmd运行一下以下命令，以便在windows系统中产生CA证书
mitmdump
1.2 接着在.mitmproxy目录找到CA证书，如下图所示:
1.3 双击mitmproxy-ca.p12进入导入证书的页面，点击“下一步”
1.4 不用输入密码，直接“下一步”
1.5 选择“将所有的证书都放入下列存储”，接着选择“受信任的根证书颁发机构”
1.6最后，弹出警告窗口，直接点击“是”
二、fiddler和手机的配置
可以查看这篇文章配置：
https://blog.csdn.net/biggbang/article/details/126254360
如果要抓取https包，还需要安装这个证书：
启动mitmproxy之后,手机网打开网址：mitm.it ，选择匹配的证书下载安装（见下图），
安装完成后，可以在这里看到证书（可以看到这里我安装了2个证书）：
设置=》安全=》信任的凭据=》用户
三、抖音版本
必须是10.0.0 否则抓取不到明文数据
四、设置只抓取手机包
点击capturing，fiddler就只会抓取手机报
五、抓取数据包
操作抖音，进入到用户界面，可以看到有如下2个数据包：
5.1 个人信息页接口
可以看到这里返回了一个json数据，这个加密了，所以用户数据获取不到了
返回的数据
{
"status_code": 3072,
"status_msg": "",
"log_pb": {
"impr_id": "202208131543130102121460870CCF611C"
}
}
请求头：
https://aweme-eagle.snssdk.com/aweme/v1/user/?user_id=4195336996258260&retry_type=no_retry&iid=4051078915568445&device_id=518619881800254&ac=wifi&channel=xiaoshangdian_douyin_and19&aid=1128&app_name=aweme&version_code=180&version_name=1.8.0&device_platform=android&ssmix=a&device_type=OPPO+R17+Pro&device_brand=OPPO&language=zh&os_api=22&os_version=5.1.1&uuid=866174451891945&openudid=13bcc1f0e3ba8eb4&manifest_version_code=180&resolution=1080*1920&dpi=320&update_version_code=1800&_rticket=1660376593582&ts=1660376593&as=aa92ef2e4862f7561192ef&cp=2e9892ef2e4892ef2e9032&mas=01735323139973599973a3b9b979d055b7599973a3b3b35393d359
5.2 视频列表接口
返回的数据
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"ad_candidates": null,
"anchor_info": {
"display_info": {
"after_play_ms": 0,
"after_play_times": 0,
"time_slices": null
},
"extra": "",
"icon": {
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"uri": "obj/32e6000117db7e6330650",
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"width": 720
},
"id": "32_120791",
"title": "西瓜视频 | 查看剧名和完整全片",
"title_tag": "",
"type": 12,
"web_url": "https://ugh5.cn/ug/armor/533753ac7e8f552af0a19d3c8eafe60a/?hide_nav_bar=1\u0026should_full_screen=1\u0026from=singlemessage\u0026aid=32\u0026append_common_params=1\u0026gid=7012095819830526501\u0026aweme_item_id=7112715299929050398"
},
"anchors": null,
"author": {
"accept_private_policy": false,
"account_region": "",
"ad_cover_url": null,
"apple_account": 0,
"authority_status": 0,
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},
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"is_challenge": 0,
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"schema": "aweme://aweme/challenge/detail?cid=1579411712356429",
"share_info": {
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"share_quote": "",
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"share_title": "我在抖音参与话题讨论#马丽 ",
"share_title_myself": "",
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"share_url": "https://www.iesdouyin.com/share/challenge/1579411712356429/?u_code=0",
"share_weibo_desc": "我在抖音参与话题讨论#马丽 "
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}],
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"city": "0",
"cmt_swt": false,
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"item_detail_entry": false,
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},
"commerce_config_data": null,
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"desc": "#沈腾 #马丽 爆笑喜剧来袭！点击上方（红色按钮）可免费看完整版 #搞笑",
"desc_language": "zh",
"digg_lottie": {
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"lottie_id": ""
},
"dislike_dimension_list": null,
"distance": "",
"distribute_type": 2,
"duet_aggregate_in_music_tab": false,
"duration": 113271,
"enable_top_view": true,
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"impression_data": {
"group_id_list_a": [7068954119171624192, 7076324559435107584, 7063046750663101696, 7058960565942684931, 7081615655060917508, 7074068728769481987, 7076685367167962371, 7059581426647239943, 7059416051171331336, 7062537319684771080, 7013382985508506888, 7059630019806629127, 7085547286473755916, 7081645698151730445, 7064550317395938573, 7067107269065835015],
"group_id_list_b": [7076324559435107584, 7068954119171624192, 7063046750663101696, 7058960565942684931, 7081615655060917508, 7074068728769481987, 7076685367167962371, 7059581426647239943, 7059416051171331336, 7062537319684771080, 7013382985508506888, 7059630019806629127, 7085547286473755916, 7081645698151730445, 7064550317395938573, 7067107269065835015],
"similar_id_list_a": null,
"similar_id_list_b": null
},
"interaction_stickers": null,
"is_ads": false,
"is_fantasy": false,
"is_force_placed": false,
"is_hash_tag": 1,
"is_image_beat": false,
"is_in_scope": false,
"is_pgcshow": false,
"is_relieve": false,
"is_story": 0,
请求头
GET https://aweme-eagle.snssdk.com/aweme/v1/feed/?type=0&max_cursor=0&min_cursor=0&count=6&volume=0.7333333333333333&pull_type=1&need_relieve_aweme=0&ts=1660377347&app_type=lite&os_api=22&device_type=OPPO%20R17%20Pro&device_platform=android&ssmix=a&iid=4051078915568445&manifest_version_code=180&dpi=320&uuid=866174451891945&version_code=180&app_name=aweme&version_name=1.8.0&openudid=13bcc1f0e3ba8eb4&device_id=518619881800254&resolution=1080*1920&os_version=5.1.1&language=zh&device_brand=OPPO&ac=wifi&update_version_code=1800&aid=1128&channel=xiaoshangdian_douyin_and19&_rticket=1660377347788&as=aa9cbb4e4862f759039cbb&cp=4e989cbb4e489cbb4e9032&mas=017353231399137979f9a3b9b979d0a5ff7979f9a3f333a393d359 HTTP/1.1
Host: aweme-eagle.snssdk.com
Connection: keep-alive
Cookie: install_id=4051078915568445; ttreq=1$9af50f38bbd6a2b7c9e96b4c8275ba7212362034; odin_tt=703eef972eedaedcedd2e227c9bf32058b748c100b12103a362a6c7b808bdd8f11478effe94b0fc202046d32851411804159e33fd38e2aeeeab570b39df8e7194f6f1519bdeeed846275a309678d55ce
Accept-Encoding: gzip
X-SS-REQ-TICKET: 1660377347788
User-Agent: com.ss.android.ugc.aweme/100001 (Linux; U; Android 5.1.1; zh_CN; OPPO R17 Pro; Build/NMF26X; Cronet/58.0.2991.0)
X-Gorgon: 030000000001b18c2cbcc95775b045452115ea6be3a14cbcb73b
X-Khronos: 1660377347
六、使用mitmproxy对返回数据进行解析
创建decode_douyin.py
#个人信息页接口
#https://aweme-eagle.snssdk.com/aweme/v1/user/?user_id
#滑动视频接口
#https://aweme-eagle.snssdk.com/aweme/v1/feed/?type
import json
def response(flow):
"""10版本抖音app返回数据解析"""
# 滑动视频接口
if 'https://aweme-eagle.snssdk.com/aweme/v1/feed/' in flow.request.url:
#使用json来加载响应数据
video_response = json.loads(flow.response.text)
video_list = video_response.get("aweme_list")
for item in video_list:
print(item.get("desc"), "")
# 发布者页面
if 'https://aweme-eagle.snssdk.com/aweme/v1/user/?user_id' in flow.request.url:
video_response = json.loads(flow.response.text)
print(video_response.get("status_code"), "")
七、开启运行数据解析文件
mitmdump -s decode_douyin.py -p 8889
此时就可以在页面中u单上看到打印出来的视频描述数据：
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