Is possible to run Selenium v4.1.5 with the Chromedriver v101.0.4951 on Debian v11.3?

Question

I am trying to use selenium with some version of Chroium Web Driver. For that I have installed the webdriver_manager on Debian (WSL 2 on Windows 10 Pro)

pip install webdriver_manager

I have used the lines recommended in the package README file for selenium 4. I have the version 4.1.5 installed

# selenium 4
from selenium import webdriver
from selenium.webdriver.chrome.service import Service
from webdriver_manager.chrome import ChromeDriverManager
from webdriver_manager.utils import ChromeType

driver = webdriver.Chrome(service=Service(ChromeDriverManager(chrome_type=ChromeType.CHROMIUM).install()))

But I get this error. I have read that it may be that the selenium version is not compatible with this specific version of the chromedriver, but in the quick reference guide of Selenium, the download version is available the 101.0.4951.41 version. I have installed the latest chrome version and chromedriver for Debian, which is the version 101.0.4951.64 right now. As the webdriver taken is from /home/db/.wdm/drivers/chromedriver/linux64/101.0.4951.41/chromedriver, and not the installed in the system I don't know if it must match with the chrome version installed in the system. Do they have to match exactly?

This is the error once I run the python script:

====== WebDriver manager ======
Current chromium version is 101.0.4951
Get LATEST chromedriver version for 101.0.4951 chromium
Driver [/home/db/.wdm/drivers/chromedriver/linux64/101.0.4951.41/chromedriver] found in cache
Traceback (most recent call last):
    File "/path/to/python/project/webdriver.py", line 21, in <module>
        driver = webdriver.Chrome(
    File "/path/to/python/project/env/lib/python3.9/site-packages/selenium/webdriver/chrome/webdriver.py", line 70, in __init__
        super(WebDriver, self).__init__(DesiredCapabilities.CHROME['browserName'], "goog",
    File "/path/to/python/project/env/lib/python3.9/site-packages/selenium/webdriver/chromium/webdriver.py", line 92, in __init__
        RemoteWebDriver.__init__(
    File "/path/to/python/project/env/lib/python3.9/site-packages/selenium/webdriver/remote/webdriver.py", line 275, in __init__
        self.start_session(capabilities, browser_profile)
    File "/path/to/python/project/env/lib/python3.9/site-packages/selenium/webdriver/remote/webdriver.py", line 365, in start_session
        response = self.execute(Command.NEW_SESSION, parameters)
    File "/path/to/python/project/env/lib/python3.9/site-packages/selenium/webdriver/remote/webdriver.py", line 430, in execute
        self.error_handler.check_response(response)
    File "/path/to/python/project/env/lib/python3.9/site-packages/selenium/webdriver/remote/errorhandler.py", line 247, in check_response
        raise exception_class(message, screen, stacktrace)
    selenium.common.exceptions.WebDriverException: Message: chrome not reachable

Also, I got this other error:

selenium.common.exceptions.WebDriverException: Message: unknown error: DevToolsActivePort file doesn't exist

And I had to add this code to fix it. But I don't think that will become a problem:

chrome_options = webdriver.ChromeOptions() 
chrome_options.add_argument("--remote-debugging-port=9222")

driver = webdriver.Chrome(
    service=Service(
        ChromeDriverManager(chrome_type=ChromeType.CHROMIUM).install(),
        # executable_path='/usr/bin/chromium'
    ),
    options=chrome_options
)

So I don't know if it's a version related problem or WSL problem. What else can I check?