Automatically create file 'requirements.txt'

Sometimes I download the Python source code from GitHub and don't know how to install all the dependencies. If there isn't any requirements.txt file I have to create it by hand.

Given the Python source code directory, is it possible to create requirements.txt automatically from the import section?

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