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selenium.common.exceptions.TimeoutException: Message: Failed to read marionette port
This error appears to be related with Ubuntu 22.04 and the snap version of Firefox. It might be a solution to uninstall the snap-firefox version and use APT instead. See https://github.com/SeleniumHQ/selenium/issues/10813#issuecomment-1167506701 for reference.