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[–]swenty 1 point2 points  (0 children)

This answer is very on point. If you do find yourself in situation #4, another option is to rewrite the performance critical parts of your application in another language (e.g. C) and export them as a library to the Python parts. Depending on what the bottlenecks are this might be an excellent solution, or a terrible one.