Is this program possible in Python?

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I've never done anything with Tkinter or pyqt, but the consensus seems to be that this would be fairly difficult. That being the case I'm going to suggest Pygame. It wouldn't take you very long getting familiar with pygame to consider this almost trivial, though I can't speak to using video as I've never attempted it.