Ensure the requests library is up-to-date to avoid any compatibility issues with websites and to use the latest features and security fixes.
Use soup.find_all('a', href=True) to directly filter out <a> tags without an href attribute, making the code more efficient.
Validate and clean the extracted URLs to handle relative paths and possible malformed URLs properly.
Consider using requests.Session() to make multiple requests to the same host, as it can reuse underlying TCP connections, which is more efficient.
Ensure your script handles exceptions like requests.exceptions.RequestException to manage potential connectivity issues or HTTP errors gracefully.
Set a User-Agent in the header of your request to mimic a browser visit, which can help avoid being blocked by some websites that restrict script access.
Utilize response.raise_for_status() after your requests.get() call to immediately catch HTTP errors and handle them before parsing the HTML.
Incorporate a timeout in your requests.get() call to avoid hanging indefinitely if the server does not respond.
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