Python之selenium进阶

Python之selenium进阶

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selenium是爬虫常用的手段之一，由于是使用浏览器驱动模拟手动操作，所以只要掌握一些元素的基本定位就很容易上手。
但是经常会遇到的问题我觉得至少有两点：

• 每次启动的浏览器都是一个全新的浏览器，不存在任何的缓存，换句话说如果网站需要登录则每次启动都需要登录，需要邮件验证码的网站就更难受了。
• 现在大多数的网站都采用前后端分离+ajax技术，分析画面元素固然是可以的，但是如果能够获取浏览器后台的ajax数据，那简直是事半功倍。

本次主要讨论的就是这两个问题，在之前我总结过一些相关的坑，包括浏览器的cookie操作、performance获取浏览器后台日志数据以及浏览器的代理认证框的处理问题，这也算是对之前的一次补充。

一、Selenium利用本地浏览器进行测试

是的，你没看错。由于驱动的是本地浏览器，本地浏览器有缓存，所以完美避免了浏览器的cookie问题。而且亲测，这种方式还可以直接解析浏览器当前网页，不需要启动新的浏览器，也就是说你可以预先登录到目标网站再运行程序。

1、右键谷歌浏览器快捷方式->属性，在路径上追加参数 --remote-debugging-port=9222。

2、双击打开浏览器
3、selenium远程模式连接浏览器并进行操作，这里测试控制浏览器打开百度。

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")

这样就已经可以了，跟正常的selenium操作没有任何区别。

二、Selenium-wire获取后台数据

这个库很强大，获取浏览器后台数据极其方便，但是不知道为什么，网上关于它的教程却很少。一提到获取后台数据，满篇都是browsermob-proxy，但这个东西个人感觉是真不好用，我在公司反正是没成功过，因为走了它的代理系统代理失效了，从而没办法上网。

但是selenium-wire和browsermob-proxy一样，如果需要代理，也是上不了网的，所以适合在自己家使用。有兴趣的朋友可以研究一下源码，看有没有办法改进。

1、安装selenium-wire库

pip install selenium-wire

2、代码获取数据，这里以刘明野的MyFreeMp3为例：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()

封装后的driver会有requests这样一个对象，可以发跟浏览器开发者工具的Network进行类比，请求的返回值存储在response.body中。
通过request.path过滤出我们想要的请求，然后获取response.body即可。

运行结果如下：

{"code":200,"data":{"list":[{"name":"把孤独当作晚餐(抖音版)","artist":"画词戏子","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©rightId=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©rightId=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©rightId=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©rightId=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©rightId=0&contentId=600913000005364995&resourceType=2&channel=0"},{"name":"你走(抖音版)","artist":"松紧先生","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©rightId=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©rightId=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©rightId=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©rightId=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©rightId=0&contentId=600919000000557974&resourceType=2&channel=0"},{"name":"你的答案(抖音DJ版)","artist":"阿冗","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©rightId=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©rightId=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©rightId=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©rightId=0&contentId=600913000007309336&resourceType=2&channel=0"},{"name":"我走后(抖音最火版)","artist":"小咪","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©rightId=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©rightId=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©rightId=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©rightId=0&contentId=600913000005045640&resourceType=2&channel=0"},{"name":"不觉秋色浅 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