The install method cannot be a prebuilt binary or homebrew, since those . Installation The installation instructions are here. Employer made me redundant, then retracted the notice after realising that I'm about to start on a new project. A tag already exists with the provided branch name. // Remote `Languages` # but signal.signal just works fine for our purposes. 1. desired_capabilities, chrome_options.to_capabilities() By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. If you are interested in my simple explanation, MITM is a hacker attack, in which there is a client, a server, and that man from the title in the middle. Selenium 2.0 is an aggregation of Selenium RC with WebDriver API.Selenium was developed so as to support. This Note originally published on my Personal Blog here. } It wasn't working for me either until I did what you wrote. Making location easier for developers with new data primitives, Stop requiring only one assertion per unit test: Multiple assertions are fine, Mobile app infrastructure being decommissioned. I've already got the options defined in my load() method on my object, and can fill them with the --set command line argument, but not sure how to do that in a python script. Object.defineProperty(navigator, "languages", { Does a creature have to see to be affected by the Fear spell initially since it is an illusion? Options ( listen_host=host, listen_port=port ) master = dump. Do US public school students have a First Amendment right to be able to perform sacred music? As a result, use Selenium to return to a blank page, and the blank page contains a bunch of Obfuscator tools. seleniumJS. Next, import the Keys from selenium.webdriver.common.keys. kill requests (e.g. Mitmproxy. It is best to code a code by yours 1. . These are probably both available via your system's package manager, but you can also install them within a virtualenv using pip install mitmproxy bs4 if so desired. Stars: 28700, Watchers: 28700, Forks: 3488, Open Issues: 269. Read original note so that you wont miss any content. Does Python have a ternary conditional operator? An interesting discovery may be the number of requests with our data flowing to other servers from our own devices and our favorite apps. Browse other questions tagged, Where developers & technologists share private knowledge with coworkers, Reach developers & technologists worldwide, Thanks for your example! Then install the downloaded certificate and trust it. mitmproxy, a project by @cortesi, @maximilianhils, and @raumfresser. I want to put mitmproxy into my python script just like a library and also specific everything like port or host and do some modify with Request or Response in my python script. The tool we will be using for intercepting HTTP traffic is called mitmproxy. mitmweb is a web-based interface for mitmproxy. mitmproxy -s sample.py Thanks for . There are lots of partial clues as to what to use out there, many of them referring to browsermob and the BrowserMob Proxy Python client, but no full recipes. from selenium import webdriver from selenium.webdriver.common.keys import Keys I want to put mitmproxy into my python script just like a library and also specific everything like port or host and do some modify with Request or Response in my python script. Write logger.py in the framework folder 3. }); rev2022.11.3.43004. @Vasco Thanks very much, the answer should be modified with your addition. To learn more, see our tips on writing great answers. I am using Firefox version 99 and mitmproxy 4.0.4 (bad omen lol). Making statements based on opinion; back them up with references or personal experience. CUSTOMER SERVICE : +1 954.588.4085 +1 954.200.5935 restaurants near the globe theatre; what is the population of italy 2022; what food is good for better sex# MATLAB command "fourier"only applicable for continous time signals or is it also applicable for discrete time signals? So when I start my script like this, Everything will run automatic without run mitmproxy from commandline like this, You can use something like this. This is about HTTP and HTPPS requests and touches on not only mobile (iOS/Android), but also OSX, Windows, and Linux apps. Simple and quick way to get phonon dispersion? quiet or args. Note that you must have PhantomJS and python selenium bindings installed for this tutorial. So when I start my script like this . ]\xbaO3*n\x8c\x1dH\x10\xa0\nA\x92\x84\xd0x\x11\x10\xb34\x88\x93\xa5{\xa9\xd2\xf1A\xfb\x0b(\xeb|o\xe8\x04\x00\x00' Open mitm.it on device browser and choose your platform. mitmproxy is a console tool that allows interactive examination and modification of HTTP traffic. Finally, it is found that no verification code verification is required. In a more robust script we can decide how to decode the data by reading the encoding from the header. Awesome Open Source. mitmproxy-java starts a Websocket server and a Python plugin for mitmproxy connects to it and sends requests over. . By voting up you can indicate which examples are most useful and appropriate. Making statements based on opinion; back them up with references or personal experience. Does the Fog Cloud spell work in conjunction with the Blind Fighting fighting style the way I think it does? MITM attacks on production are almost impossible because they require physical access to the device (hi https). Here are the examples of the python api seleniumwire.thirdparty.mitmproxy.exceptions.HttpException taken from open source projects. Here are the examples of the python api seleniumwire.thirdparty.mitmproxy.exceptions.TcpTimeout taken from open source projects. Headless Object.defineProperty(navigator, "plugins", { If you'd use flow.response.content instead, mitmproxy should decompress the contents automatically: The issue is not one of encryption but of encoding. Further connect your project with Snyk to gain real-time vulnerability scanning and remediation. Run python script with mitmproxy: mitmproxy --ignore ws.sitesupport.net:443 -s script.py Script example: from mitmproxy.script import concurrent OLD = """var totalExpGems=0;""" NEW . Maintained by the core team with the help of our . If my understanding is correct - shouldn't mitmproxy have the information required to decrypt the encrypted https traffic? I am using a script like this to run the proxy: #!/bin/env python import asyncio import sys from mitmproxy import options from mitmproxy. Is a planet-sized magnet a good interstellar weapon? # To make migration from 2.x to 3.0 bearable. Connect to the same Wi-Fi on computer and device, Open Wi-Fi settings on the device and set up a proxy with laptop IP and, Then install the downloaded certificate and trust it. When the migration is complete, you will access your Teams at stackoverflowteams.com, and they will no longer appear in the left sidebar on stackoverflow.com. To review, open the file in an editor that reveals hidden Unicode characters. flow.response.text. Here is sample code which counts total number of links in the page. MITM Proxy If your proxy type is MITM (like BrowserMob), you will need the 'Proxy Host' and 'Proxy Port'. : return 503 for offline emulation). 28700 Stars . I recently learned that batch execution of test cases and the use of test suites have a bit of my own understanding. That would be how to check that the requests from chromedriver are actually going through the proxy. tools import dump class RequestLogger : def request ( self, flow ): print ( flow. Find centralized, trusted content and collaborate around the technologies you use most. mitmproxy V4 must be installed and runnable from the terminal. def request(flow: http.HTTPFlow) -> None: print(flow.request.headers). 127.0.0.1:35956: GET http://example.com/ Pre-requisites. Finding features that intersect QgsRectangle but are not equal to themselves using PyQGIS, An inf-sup estimate for holomorphic functions, tcolorbox newtcblisting "! get: () => false, Are you sure you want to create this branch? After installation, mitmproxy, mitmdump and mitmweb are also added to your PATH and can be invoked from the command line. ), but believe me, there are more than disadvantages. shortcut key to view, context-sensitive documentation from any mitmproxy screen. Can I spend multiple charges of my Blood Fury Tattoo at once? Not the answer you're looking for? Some coworkers are committing to work overtime for a 1% bonus. I have added the mitmproxy certificate to my firefox profile and to my system to no avail. A Python module to bypass Cloudflare's anti-bot page. My script is as follows: #!/usr/bin/python3 from selenium import webdriver from selenium.webdriver.common.proxy import * from selenium.webdriver.firefox.options import [] You signed in with another tab or window. Looking at the flow.response.data.headers it is revealed that the response has gzip encoding. The part of the app we are interested in is "This Season" subtab in "Seasonal" tab. This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. The main thing that we can take from MITM is an analysis of ours, let me highlight, not anothers, but ours traffic. By voting up you can indicate which examples are most useful and appropriate. // Remote `Webdriver` Connect and share knowledge within a single location that is structured and easy to search. #!/usr/bin/env python """ Read a mitmproxy dump file. request ) async def start_proxy ( host, port ): opts = options. Its command-line version mitmdump allows you to write powerful addons and script mitmproxy so it can automatically modify messages, redirect traffic, and perform many other custom commands. The problem is that you print flow.response.data.content (.data is not a public API, see the docs). It is an automated test tool that can be installed at the ASP.NET platform, and supports a variety of development languages. Connect and share knowledge within a single location that is structured and easy to search. If you run mitmproxy from the commandline before you run your test, and you run your test without the mitmproxy-java code, does mitmproxy log the requests in the UI in the terminal? We are excited to announce the release of mitmproxy 5.2!This release comes not only with a long list of improvements and bugfixes - 48 PRs from over 30 contributors - but also with the first fruits from this year's Google Summer of Code: In this post we take a look the new and improved replacement features. . Especially nice that it is FREE. how would I send an option to the Addon? mitmproxy. 1.MitMProxy tool introduction: Command line tool The maximum highlight is different from other as Fiddler, and the Cahrles tool is to customize some content with Python and MitMProxy. mitmproxy x. python3 x. selenium x. 4 Examples 0 View Source File : tcp.py License : MIT License Project Creator : wkeeling Firefox has automatically changed the request to https. First import the WebDriver and Keys classes from Selenium. A useful option when we dont need to sniff traffic from some hosts, but if we sniff them we can receive a lot of problems. I am trying to use mitmproxy to capture traffic generated by a python script using Selenium. dependent packages 43 total releases 53 most recent commit 7 hours ago @Sully, thanks but that's actually still running from a script. Reason for use of accusative in this phrase? Selenium code in python can execute custom Javascript and also return values from webdriver (PhantomJS, Firefox, Chrome. 2022 Moderator Election Q&A Question Collection, how to store bytes like b'PK\x03\x04\x14\x00\x08\x08\x08\x009bwR\x00\x00\x00\x00\x00\x00\x00 to dataframe or csv in python, How to use pysam.view() to convert SAM to BAM. Asking for help, clarification, or responding to other answers. By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. "To use mitmproxy in reverse mode please use --mode reverse:SPEC instead". Man in the middle changes the original connection of the user and receives full access to his traffic with the ability to add or remove any stuff in requests and responses. utils import debug, arg_check: def process_options (parser, opts, args): if args. How can I best opt out of this? MitmproxyPython()Python3 . JS code (this code is actually generating a cookie field, you can take a look at the cookie before I wrote the article, but it has been invalid. Using the following script with mitmdump: Correctly decode the data to print the expected result. Mitmproxy is a modern, open source HTTP/HTTPS proxy, it offers a wide range of features, a command line utility, a web interface, and a Python API for scripting. Is it not enough to have selenium trust all certificates to get past the https issue? // Remote` Plugins` How can we create psychedelic experiences for healthy people without drugs? It differs from mitmdump in that all flows are kept in memory, which means that it's intended for taking and manipulating small-ish samples. Hi @williamrussellajb, what do you mean when you say: I can see the proxy exposing the network requests to google. dump_system_info ()) sys. First, we'll need to install both mitmproxy and BeautifulSoup4. Water leaving the house when water cut off. My script is as follows: To observe the response generated by the above script, I am using mitmdump with the following script: 127.0.0.1:35966: clientconnect exit (0) if args. For example, if we dont ignore: So, let's ignore these hosts. I'm trying to run in inside a python script. mitmproxy gives you an interactive command-line interface; mitmweb gives you a browser-based GUI; mitmdump gives you non-interactive terminal output; If you use the command-line interface, we highly recommend you to take the tutorial to get started. The release of cloudscraper package 1.2.60 is now available. Combined Topics. How many characters/pages could WordStar hold on a typical CP/M machine? from mitmproxy import exceptions, master: from mitmproxy import options: from mitmproxy import optmanager: from mitmproxy. Attention! # we don't want log messages from regular startup then. If you want to capture http requests you need to disable the Firefox option to upgrade all requests to https. context. Here are the examples of the python api seleniumwire.thirdparty.mitmproxy.exceptions.TlsException taken from open source projects. Stack Overflow for Teams is moving to its own domain! mitmdump is the command-line version of mitmproxy. 9 Examples 3 View Source File : streambodies.py License : MIT License How do I concatenate two lists in Python? 2 Examples 0 View Source File : tcp.py License : MIT License This plugin runs inside mitmdump and connects to a websocket server hosted by mitmproxy-java. Stack Overflow for Teams is moving to its own domain! Site design / logo 2022 Stack Exchange Inc; user contributions licensed under CC BY-SA. tools import cmdline: from mitmproxy. Use the ? The Python code then transfers request/response data to the Java code over the websocket. Asking for help, clarification, or responding to other answers. Found footage movie where teens get superpowers after getting struck by lightning? In this case, chrome is used as an example. : kill iOS requests for update): change query/headers of requests/responses: change response code (e.g. webdriver.ChromeOptions() My understanding is that Firefox only actually makes SSL connection to mitmproxy then mitmproxy goes out and handles the rest. My script manages to pass my requests through the proxy but the traffic doesn't look the way I would expect (see below). python selenium test LOG. The problem of staying: Sometimes the visit will have problems with the site verification code, after entering the verification code manually, the "suspected entrained behavior" will appear after the verification code ". Drones: a Deep Dive into The Future of Security Threats, HALO NetworkApril 2022Week 1 Report, Controlling Google Chrome Web Extensions for the Enterprise, $PRQ (PARSIQ)Ready to Rock(et) for 80% from CMP. In order to do it we should set up a little regex at the startup of mitmproxy: Python is the game-changer and the killer feature at the same time. First create a new Logs folder in the root directory and write the file 2. Only for me the AddHeader addon never got triggered, because if you .add() the array, you're essentially adding another array to the current 'addons' array, which will result in the AddHeader() addon not being read. What is the deepest Stockfish evaluation of the standard initial position that has ever been done? We also provide standalone binaries, they take significantly longer to start as some files need to be extracted to temporary directories first. In this tutorial, we will use it to implement a proxy that adds HTML and Javascript code to specific websites we visit, and we will also make it work with HTTP and HTTPS. How can a GPS receiver estimate position faster than the worst case 12.5 min it takes to get ionospheric model parameters? Is it considered harrassment in the US to call a black man the N-word? I am trying to use mitmproxy to capture traffic generated by a python script using Selenium. To subscribe to this RSS feed, copy and paste this URL into your RSS reader. The project is extremely popular with a mindblowing 28700 github stars! It is only through selenium + mitmdump that I encounter this issue. How can I find a lens locking screw if I have lost the original one? Cannot retrieve contributors at this time. The two communicate via binary messages to reduce marshaling-related overhead. Write test_log.py in the testsuits folder logger.py test_log.py Before opening the browser test through selenium, you need to confirm that the corresponding webdriver has been installed locally. If you had any questions or clarifications after reading the note about the MITM or mitmproxy, Ill be happy to answer them. options or args . Mitmproxy 28,590 An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers. How to use mitmproxy - 10 common examples To help you get started, we've selected a few mitmproxy examples, based on popular ways it is used in public projects. First create a new Logs folder in the root directory and write the file 2. To exemplify API scraping, we will be extracting a list of ongoing anime TV series form MyAnimeList Official app. Math papers where the only issue is that someone else could've done it but didn't. Not the answer you're looking for? 2022 Moderator Election Q&A Question Collection, Using mitmproxy inside a Python script to connect to upstream proxy (with user & password). return ["en", "es"]; 1 mitmproxy.command.command; 2 mitmproxy.controller . Usage. Also, when I make this request via the curl command: I get the unencrypted traffic to display through both mitmproxy and mitmdump as I had expected. << 200 OK 648b. Awesome Open Source. Connect to the same Wi-Fi on computer and device; Start mitmproxy on computer; Open Wi-Fi settings on the device and set up a proxy with laptop IP and mitmproxy port: 8080; Open mitm.it on device . get: () => new Array(Math.floor(Math.random() * 6) + 1), Another proxy that looked a bit easier to use, with a Python base and more powerful in the way you can script it, is mitmproxy ("man-in-the-middle proxy"). Connect to the same Wi-Fi on computer and device. #waf #ddos #iuam #python #scrape #bypass #antibot #scraping #challenge #cl. Start mitmproxy in the background programmatically to integrate it into an existing app: Thanks for contributing an answer to Stack Overflow! I new in mitmproxy. Browse other questions tagged, Where developers & technologists share private knowledge with coworkers, Reach developers & technologists worldwide. _phantom Browse The Most Popular 2 Python3 Selenium Mitmproxy Open Source Projects. . mitmproxy / mitmproxy / test / mitmproxy / addons / test_browser.pyView on Github deftest_no_browser():withmock.patch("shutil.which") aswhich: which.return_value = Falseb = browser.Browser() In this note, I will not go through the advantages of mitmproxy over other similar tools (Charles, scat! Now you can sniff your traffic via mitmproxy.. More information about installing the certificates Also checkout pdoc, a Python API documentation generator built by the mitmproxy developers. This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. from __future__ import absolute_import, print_function, division import base64 import collections import os import re from netlib import strutils import six from OpenSSL import SSL, crypto from mitmproxy import exceptions from netlib import certutils from netlib import tcp from netlib.http import . A basic Selenium Python script should look like the script shown in the screenshot below. But I can't figure out how to used that in python script. [main] INFO io.appium.mitmproxy.MitmproxyJava - Starting mitmproxy on port 8080 [WebSocketSelector-14] INFO org.java_websocket.server.WebSocketServer - websocket server started successfully [Thread-6] INFO io.appium.mitmproxy.MitmproxyJava - Loading script /private//mitmproxy-python-plugin5637973557438151506.py Open Wi-Fi settings on the device and set up a proxy with laptop IP and mitmproxy port (8080 by default). mitmproxy is an interactive, SSL/TLS-capable intercepting proxy with a console interface for HTTP/1, HTTP/2, and WebSockets. The main things to consider for the quick start are: Were lucky guys cause using these two methods we can control the whole traffic. . It is a little HTTP proxy server that can be . Using the following script with mitmdump: from mitmproxy import ctx import zlib def response (flow): try: content = zlib.decompress (flow.response.data.content, 16+zlib.MAX_WBITS) except: content = flow.response.data.content print (content) Correctly decode the data to print the expected result. Solution to the online findings, find CRACK.JS can be confusing, the anti-confusion result is actually a face, and finally seeing this. I doubt that I have been as too frequent, and I have found this with the code of writing and exchanged agents. Once you have the Host and Port, you can establish a Local Testing connection using one of two ways: Via SDK (browserstack.yml) Add the following snippet to your browserstack.yml file: Java Node.js Why does the sentence uses a question form, but it is put a period in the end? How do I make kelp elevator without drowning? Start mitmproxy on computer. The flow.response.data.content appears to be encrypted. argv [1], "rb") as logfile: freader = io. Should we burninate the [variations] tag? The JS code after the confusion. Does Python have a string 'contains' substring method? b'\x1f\x8b\x08\x00\x00\x00\x00\x00\x00\xff}TMs\xdb \x10\xbd\xfbWl\xd5K2#$'i\x1a\x8f-i\xfa\x99i\x0fi\x0fi\x0f=\x12\xb1\xb2\x98\x08P\x01\xc9\xf6t\xf2\xdf\xbbB\x8e#7\x99\x9a\x91\x81]x\xbb\xef\xb1\x90\xbd\x12\xa6\xf4\xbb\x16\xa1\xf6\xaa)f\xd9c\x87\\x143\xa0_\xe6\xa5o\xb0\xf8\xbc\xe5\xaam\x10>\x19\xc5\xa5\xce\xd2\xd1:\x1b\x97(\xf4\x1c\xca\x9a[\x87>\x8f:\xb1E\x04i1q\xd6\xde\xb7\x0c\x7fw\xb2\xcf\xa3\x8fF{\xd4\x9e\ra#(\xc7Y\x1ey\xdc\xfat\x08\xbf:@\xbd\x84\xa4\xb9\xc2<\xea%nZc\xfdd\xffF\n\xe7\x02{Y"\x0b\x93\x18\xa4\x96^\xf2\x86\xb9\x927\x98\x9f=A9\xbf#2C\x06\xfb\xc0\xa5s\xd1\xe8\xbb3b\x07\x7f\xc20Lyy\xbf\xb6\xa6\xd3\x82\x95\xa61v\t\xaf\xab9\xb5\xf3\xd5a\x89\xe2v-\xf5\x12\xe6O\xa6\x96\x0b!\xf5\xfa\xc8VQ\xa6\xac\xe2J6\xbb%0\xde\x92\x9c\xcc\xed\x9cG\x15\xc3\xd8\xb3N\xc6\xf0\xa1\x91\xfa\xfe\x86\x97\xb7\xc1tM\x9bb\x88nqm\x10~~\x8dh\xfc\xbdE\r\xb7\\xbba\xf2\x05\x9b\x1e\xbd,9|\xc3\x0e\xc9r0\xc4\xf0\xde\x12w\xc2\xa6\xa5\xcc\xa1\x95\xd5S.a\xf0\x10\xfe\x85\xec't\x83pKx;\x9f\xb7\xdb\xe7\x0c/Q\x01\xef\xbcy\x81\xe89\xaa\xd5\x7fE\x13\xd4&\x19\xdc\x19+\xd02\xcb\x85\xec\x1c\xe9\x94\\x1e\x01\x98-s5\x17fC\xc8\xed\x16.\xe8\xbb\xa2o\x18\xdb\xf5\x1d\x99\xc7\xa1%\xf3\xf3\xd3\xd5\x84\x0c_\x0e\xea\xc5\xd4\xf7\xd2I\x8fbB\xed1\x93\x8b\xc5\x9b\xc5b\x92\xc9p\xfeL`i,\xf7\xd2\x10Km4NA\xdf)\x14\x92\xc3\x89\xe2[\xb6\xd7\xe7j\xd0\xe7t\x02~\xac\xe2QU\xfc\xa3\xd8D\xe5c\xc7\xc3$d\x96\x86\n-\xc2Ye\xe9x\x1dg\xd9P\x9bt;)\xd8\xbe\x8e\xeb\xb3g7\x93L\xa3\xaf-~\xd4\xd2\x81\x08v\xa0Qe,t\x0ea\x985M\xe7\xfc@\xb8G\xc0\x11\xc1\r\x0ez\x0e:E\xf7\xc9%\xf0\xcbtDb\x17\xb6xB\x1a\xabe\x8f\xa6\xa1!y\t\xa0\xb3Ht|m:\x0f\xad\x95\x14\xa24t\xb4R\x071\x81\xe6\xdc\xddS\x85\x84\xe8-Z%\x9d#G\x92\xa5\xed!\xcf\x8c\x1e\x08\x8bU\x1e\r\xcf\x84[\xa6\xe9f\xb3I$\xd7<1v\x9d\x8e! Summary: Making this Selenium has been tested for a long time, the original purpose is to crack the verification code problem of this website. Given my experience, how do I get back to academic research collaboration? Find centralized, trusted content and collaborate around the technologies you use most. Can an autistic person with difficulty making eye contact survive in the workplace? Write logger.py in the framework folder 3. Selenium executes the Javascript commands by taking in the argument in the execute_script method (the. etc.) Follow @mitmproxy . Eitherway for other people experiencing the same issue; just do do this: m.addons.add(AddHeader()) instead of m.addons.add(addons). desired_capabilities[, Server interface test JSON, Session, Cookie, Token, MitmProxy, Selenium + Java - Upload files over the Robot object, Selenium simulation Taobao landing, over all verification, How to let Selenium circumvent monitoring, Selenium take over the Chrome browser, C ++ 11 lesson iterator and imitation function (3), Python Basics 19 ---- Socket Network Programming, CountDownlatch, Cyclicbarrier and Semaphore, Implement TTCP (detection TCP throughput), [React] --- Manually package a simple version of redux, Ten common traps in GO development [translation], Perl object-oriented programming implementation of hash table and array, One of the classic cases of Wolsey "Strong Integer Programming Model" Single-source fixed-cost network flow problem, SSH related principles learning and summary of common mistakes. # also reduce log verbosity if --options or --commands is passed. navigator.webdriver Should we burninate the [variations] tag? get: function() { Multiplication table with plenty of comments, Usage of transfer Instead of safeTransfer. Learn more about bidirectional Unicode characters. Site design / logo 2022 Stack Exchange Inc; user contributions licensed under CC BY-SA. pip3 install websockets That should be all the setup we need on our host machine, now on to the actual test code. python sample.py Everything will run automatic without run mitmproxy from commandline like this. Does it make sense to say that if someone was hired for an academic position, that means they were the "best"? version: print (debug. wifi 1 wireshark 1. x. x11 1. y. youtube 3. Also TLS decryption doesn't seem to work. How do I access environment variables in Python? Are Githyanki under Nondetection all the time? Install the SeleniumIDE plug-in Open the firefox browser and enter the official website:http://seleniumhq.org/download/ Find the download link of selenium IDE, firefox will pro At this time, Selenium was studied.
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