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Advanced selenium of Python

編輯:Python

Python And selenium Advanced


selenium It is one of the common means used by reptiles , Because the browser is used to drive the simulation of manual operation , So as long as you master the basic positioning of some elements, it's easy to get started .
But I think there are at least two problems that I often encounter :

  • Every time you start the browser, it is a brand new browser , There is no cache , In other words, if the website needs to log in, you need to log in every time you start , Websites that need email verification codes are even worse .
  • Now most websites use front end and back end separation +ajax technology , It is certainly possible to analyze picture elements , But if you can get the browser background ajax data , That's twice the result with half the effort .

These two issues are mainly discussed this time , I have summarized some related pits before , Including browser cookie operation 、performance Get the background log data of the browser and handle the proxy authentication box of the browser , This is also a supplement to the previous .

One 、Selenium Test with a local browser

Yes , You read that right . Because the driver is the local browser , The local browser has a cache , So it perfectly avoids the browser's cookie problem . And test it , This method can also directly parse the current web page of the browser , No need to start a new browser , In other words, you can log in to the target website in advance and then run the program .

1、 Right click Google browser shortcut -> attribute , Append parameters to the path --remote-debugging-port=9222.

2、 Double click to open the browser
3、selenium Connect to the browser and operate in remote mode , Here the test control browser opens Baidu .

from selenium import webdriver
from selenium.webdriver.chrome.options import Options
chrome_options = Options()
chrome_options.add_experimental_option("debuggerAddress", "127.0.0.1:9222")
driver = webdriver.Chrome(options=chrome_options)
driver.get("https://www.baidu.com")


That's it , With the normal selenium The operation makes no difference .

Two 、Selenium-wire Get background data

This library is very powerful , It is very convenient to obtain the background data of the browser , But I don't know why , There are few online tutorials about it . When it comes to getting background data , The whole article is full of browsermob-proxy, But this thing is really hard to use , I have never succeeded in the company , Because the agent system failed after leaving it , So I can't get online .

however selenium-wire and browsermob-proxy equally , If you need an agent , You can't go online , So it is suitable for use at home . Interested friends can study the source code , See if there is any way to improve .

1、 install selenium-wire library

pip install selenium-wire

2、 Code to get data , Here is liumingye's MyFreeMp3 For example :http://tool.liumingye.cn/music/?page=searchPage.

import time
from seleniumwire import webdriver
# Create a new instance of the Chrome driver
driver = webdriver.Chrome()
# Go to the YouTube homepage.
driver.get('http://tool.liumingye.cn/music/?page=audioPage&type=migu&name=%E6%8A%96%E9%9F%B3')
time.sleep(5)
# Access requests via the `requests` attribute
for request in driver.requests:
if request.response:
if request.path == "/m/api/search":
print(request.response.body.decode("utf-8"))
driver.quit()

After the encapsulation driver There will be requests Such an object , It can be sent to the browser developer tool Network Make an analogy , The return value of the request is stored in response.body in .
adopt request.path Filter out the requests we want , And get response.body that will do .

The operation results are as follows :

{"code":200,"data":{"list":[{"name":" Treat loneliness as dinner ( Tiktok )","artist":" A lyricist ","cover":"http:\/\/d.musicapp.migu.cn\/prod\/file-service\/file-down\/8121e8df41a5c12f48b69aea89b71dab\/0f0e94be13d0d18b4cd0f53996e0023b\/18bde3d3d5415eba88115dab279a8b4e","lrc":"http:\/\/59.110.45.28\/m\/api\/lrc\/migu\/id\/f8ceFzdyYgzcjzn5SuaHgUIARghxmB8jGoQIXczI3sOpkObywQMI-l8gtQ81JkoAm91NAZiVFqn2sz-LM7vsi7ycKuefN3JDZWHyMeVFO0toeLCawtmuafH-7iXPvu_lMWxYPkpA6-0-iyFzbqnwdaUWemgw6Ih2tmUPWXXHuA","url_m4a":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=LQ&netType=00&copyrightId=0&contentId=600913000005364995&resourceType=2&channel=0","url_128":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=PQ&netType=00&copyrightId=0&contentId=600913000005364995&resourceType=2&channel=0","url_320":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=HQ&netType=00&copyrightId=0&contentId=600913000005364995&resourceType=2&channel=0","url_flac":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=SQ&netType=00&copyrightId=0&contentId=600913000005364995&resourceType=E&channel=0","url":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=LQ&netType=00&copyrightId=0&contentId=600913000005364995&resourceType=2&channel=0"},{"name":" You go ( Tiktok )","artist":" Mr. elastic ","cover":"http:\/\/d.musicapp.migu.cn\/prod\/file-service\/file-down\/b1899d500dda5db2da11df3efc89cba6\/d6ac70e448ff3cd5d545cf44d0d7a2c0\/c1690b3588064699c3688d676984331f","lrc":"http:\/\/59.110.45.28\/m\/api\/lrc\/migu\/id\/b30fUTX4wkz-oVd-f8y9OQ_kKBBi4zY2Aje7_xDOCt_kVgFl9nQjZo9U1oenDZiCAQJ6coUeJiWG7OGE9fc87A-z0llkBxgLJdxlW-_3LXaKxHkh29HDtMkYTExcEk20jfTXt_0BVLYaeBOf0dMAf4b0mFWQ5PQ6g1Bd7tPZ4w","url_m4a":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=LQ&netType=00&copyrightId=0&contentId=600919000000557974&resourceType=2&channel=0","url_128":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=PQ&netType=00&copyrightId=0&contentId=600919000000557974&resourceType=2&channel=0","url_320":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=HQ&netType=00&copyrightId=0&contentId=600919000000557974&resourceType=2&channel=0","url_flac":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=SQ&netType=00&copyrightId=0&contentId=600919000000557974&resourceType=E&channel=0","url":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=LQ&netType=00&copyrightId=0&contentId=600919000000557974&resourceType=2&channel=0"},{"name":" Your answer ( Tiktok DJ edition )","artist":" A redundancy ","cover":"http:\/\/d.musicapp.migu.cn\/prod\/file-service\/file-down\/8121e8df41a5c12f48b69aea89b71dab\/5874ffabed04f42a0b5c00a6bec13757\/bd4974c2c7983c9101c341f1270ce240","lrc":"http:\/\/59.110.45.28\/m\/api\/lrc\/migu\/id\/c5b7amUSmEPlqZqBlnczyiBaWv9TMo7-IFDhepte_1q_YKZ-bIDBuu2lcs76gritbyi8-Qinq6u-edL3LfwbLezjucBIuzuh9yLHpQfKygPG14KXVk79ICBbsrVvD_Faf1a-dkgjMK_yhG72AF8XUaFaoUgd34hPhYdvMDlBCg","url_m4a":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=LQ&netType=00&copyrightId=0&contentId=600913000007309336&resourceType=2&channel=0","url_128":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=PQ&netType=00&copyrightId=0&contentId=600913000007309336&resourceType=2&channel=0","url_320":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=HQ&netType=00&copyrightId=0&contentId=600913000007309336&resourceType=2&channel=0","url":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=LQ&netType=00&copyrightId=0&contentId=600913000007309336&resourceType=2&channel=0"},{"name":" After I left ( Tiktok is the hottest version )","artist":" Little mi ","cover":"http:\/\/d.musicapp.migu.cn\/prod\/file-service\/file-down\/b1899d500dda5db2da11df3efc89cba6\/878576558fcdf3b62024773045ddf818\/467f183256881d8c1dc034f1c97e1899","lrc":"http:\/\/59.110.45.28\/m\/api\/lrc\/migu\/id\/9ebaGjdkAUn0Z8EbqQwAt-poMnijqnf6w9j72yj3-cFuvLDYeRT1PMlHMSfE3VLtAb-ifg2ct_9xbQIATdkdifYJ4RRYh0GGDLWOTuX95p15dkFNJk7LJ1erKeAzyQu1UFh0PgGe67v3W2WDTYWqC8C-sAaHOg-6dBKdeYNF5g","url_m4a":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=LQ&netType=00&copyrightId=0&contentId=600913000005045640&resourceType=2&channel=0","url_128":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=PQ&netType=00&copyrightId=0&contentId=600913000005045640&resourceType=2&channel=0","url_320":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=HQ&netType=00&copyrightId=0&contentId=600913000005045640&resourceType=2&channel=0","url":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=LQ&netType=00&copyrightId=0&contentId=600913000005045640&resourceType=2&channel=0"},{"name":" I don't think autumn is light ( Tiktok )","artist":" In winter ","cover":"http:\/\/d.musicapp.migu.cn\/prod\/file-service\/file-down\/8121e8df41a5c12f48b69aea89b71dab\/397446b0a3e99132c5dafe1133a950a1\/f2e510adb2dc5587fe8866217413616c","lrc":"http:\/\/59.110.45.28\/m\/api\/lrc\/migu\/id\/ba28Nj-cmD-buFuPCZ4JujROC_vsXwl8SMrVGDyzC9Fro1JlzJFZ1EKFsF3k3YTKjBj-KFJRd7LmN2iPLi8HuRJnZRA1t4Y8mffxkarDezP5cu97cTv4kB_ug3KdTjck8mKfrw118t9vDamNCUHolU2oawzGD_74U2DkCtJz2A","url_m4a":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=LQ&netType=00&copyrightId=0&contentId=600919000003170651&resourceType=2&channel=0","url_128":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=PQ&netType=00&copyrightId=0&contentId=600919000003170651&resourceType=2&channel=0","url_320":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=HQ&netType=00&copyrightId=0&contentId=600919000003170651&resourceType=2&channel=0","url_flac":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=SQ&netType=00&copyrightId=0&contentId=600919000003170651&resourceType=E&channel=0","url":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=LQ&netType=00&copyrightId=0&contentId=600919000003170651&resourceType=2&channel=0"},{"name":" There is no reason to ( Tiktok is the hottest version )","artist":" Yang pangyu ","cover":"http:\/\/d.musicapp.migu.cn\/prod\/file-service\/file-down\/8121e8df41a5c12f48b69aea89b71dab\/0f0e94be13d0d18b4cd0f53996e0023b\/e71ea196a1f0cc21251faf9b39993ce2","lrc":"http:\/\/59.110.45.28\/m\/api\/lrc\/migu\/id\/b216agi8y7_K5_gyrw7Lh9A3rPtdSiraf4UlRqCO9G0t0AR_Yl4Vd_YTMv8Jtd6XytuMhc5O3zMjYHeHxpMbsH-0g3E4Fd39xAg5qJvzsNXfw2u_pB_-CsMyFe7nBgcvGTg1OFcMSca15lJ9bok3uIiI9WAAVBtDfL1V1S5ydQ","url_m4a":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=LQ&netType=00&copyrightId=0&contentId=600913000007404007&resourceType=2&channel=0","url_128":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=PQ&netType=00&copyrightId=0&contentId=600913000007404007&resourceType=2&channel=0","url_320":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=HQ&netType=00&copyrightId=0&contentId=600913000007404007&resourceType=2&channel=0","url_flac":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=SQ&netType=00&copyrightId=0&contentId=600913000007404007&resourceType=E&channel=0","url":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=LQ&netType=00&copyrightId=0&contentId=600913000007404007&resourceType=2&channel=0"},{"name":" A must for Tiktok hot songs ","artist":" Puja side ","cover":"https:\/\/d.musicapp.migu.cn\/prod\/file-service\/file-down\/bcb5ddaf77828caee4eddc172edaa105\/33f90367b2251b76a025d9dadf2c6467\/cd969d38cf5701de409c02c583f5d8f2","lrc":"http:\/\/59.110.45.28\/m\/api\/lrc\/migu\/id\/ec66SezDwV9yENHUrv9I8Tl9cfro9nJDHGKvcMb5mJcoMDbpn9MfJucjaQt1fvQAQPxtf274VI6MdCfdlXxzAh1MUCOHZGEth8NkY6YpnVQXXn0njMO6xTdCLmQWkP9UNtI9Ba8UasMMXstZD7fM_uDjUndrtNCSw1YQ1tc00A","url_m4a":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=LQ&netType=00&copyrightId=0&contentId=600913000005324313&resourceType=2&channel=0","url_128":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=PQ&netType=00&copyrightId=0&contentId=600913000005324313&resourceType=2&channel=0","url_320":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=HQ&netType=00&copyrightId=0&contentId=600913000005324313&resourceType=2&channel=0","url":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=LQ&netType=00&copyrightId=0&contentId=600913000005324313&resourceType=2&channel=0"},{"name":" Tiktok is popular 3D Surround version ","artist":" Fengyuchen ","cover":"http:\/\/d.musicapp.migu.cn\/prod\/file-service\/file-down\/b1899d500dda5db2da11df3efc89cba6\/49ff716811ea265ee687964480b2dd7a\/8da6fc0d34e7c234a61d38912a3886dd","lrc":"http:\/\/59.110.45.28\/m\/api\/lrc\/migu\/id\/36f4XES9HS2ywXXkUrIGgGRxWD8F4Ueciw1UWBCcmULnMw8Qfi0xhr0vaZby8dAAASuWWQTpSfcY3C8LDzWOSczuVJP7gvKrm21wE_3BguX1SY94TxFfs55FjFyMu0a5VfTmcEuj6ytG9leL_bDTKsrztBn6t4KKxiERifawng","url_m4a":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=LQ&netType=00&copyrightId=0&contentId=600913000002117145&resourceType=2&channel=0","url_128":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=PQ&netType=00&copyrightId=0&contentId=600913000002117145&resourceType=2&channel=0","url_320":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=HQ&netType=00&copyrightId=0&contentId=600913000002117145&resourceType=2&channel=0","url":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=LQ&netType=00&copyrightId=0&contentId=600913000002117145&resourceType=2&channel=0"},{"name":" Tiktok Divine Comedy burns your calories ","artist":"98k, Sutianlun ","cover":"http:\/\/d.musicapp.migu.cn\/prod\/file-service\/file-down\/b1899d500dda5db2da11df3efc89cba6\/6c6dff5bd765fe006e6e5cc29feca233\/dbfdb4f02e6be19de603d54d4b7cc179","lrc":"http:\/\/59.110.45.28\/m\/api\/lrc\/migu\/id\/0c4bc_cqJwAOCrKQt-05Q-aCX7XD_ESBaXk4OdP7hj1bLQKFujW6apoabHBXkBNZvIwaDlmR9Ca5CJfhZ0ysIHvXgQPA8clyMnRmxELrGj-fjoCVAeXdMI9CS-RO0gU_1ORFnFPuuz3lGx1LtJTy2gS5tNYZNO8BZ7DFe4D_bQ","url_m4a":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=LQ&netType=00&copyrightId=0&contentId=600913000001338483&resourceType=2&channel=0","url_128":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=PQ&netType=00&copyrightId=0&contentId=600913000001338483&resourceType=2&channel=0","url_320":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=HQ&netType=00&copyrightId=0&contentId=600913000001338483&resourceType=2&channel=0","url_flac":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=SQ&netType=00&copyrightId=0&contentId=600913000001338483&resourceType=E&channel=0","url":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=LQ&netType=00&copyrightId=0&contentId=600913000001338483&resourceType=2&channel=0"},{"name":" Tiktok BGM","artist":" Fengyuchen ","cover":"http:\/\/d.musicapp.migu.cn\/prod\/file-service\/file-down\/b1899d500dda5db2da11df3efc89cba6\/49ff716811ea265ee687964480b2dd7a\/8da6fc0d34e7c234a61d38912a3886dd","lrc":"http:\/\/59.110.45.28\/m\/api\/lrc\/migu\/id\/e9ffWBns6T5tYcNqTi1NXhKe3Jk9XOwS_vjQ8DA-KQW5nDDWZa1Kk-zd86ECdb6dV9KeEc3DS0TA7e6M-kK0BTAp0Yp5E9mwzUmrpASt-cUvk4s6D7kNtDT_vZer4qCfR4dm8ezxUEIrupvmYxURLoWz036HvHfSf6ig52-EmQ","url_m4a":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=LQ&netType=00&copyrightId=0&contentId=600913000002117211&resourceType=2&channel=0","url_128":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=PQ&netType=00&copyrightId=0&contentId=600913000002117211&resourceType=2&channel=0","url_320":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=HQ&netType=00&copyrightId=0&contentId=600913000002117211&resourceType=2&channel=0","url":"http:\/\/218.205.239.34\/MIGUM2.0\/v1.0\/content\/sub\/listenSong.do?toneFlag=LQ&netType=00&copyrightId=0&contentId=600913000002117211&resourceType=2&channel=0"},{"name":" Tiktok is the most popular love electric shake (DJ edition )","artist":" Lin Shuo 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