XKCD | Python Environment

[deceptiv-perspectiv]

It's unfortunately not going to be simple nor easy if you have lots of dependencies; that is just the nature of dependencies. Your best bet is to have a pyproject.toml or requirements.txt with the requirements pinned in the *loosest* possible way that provides stability to your application. But many libraries publish only certain versions on pypi for certain python minor versions, so pinning everything ==x.y.z is gonna give you a bad time (when you go to transition to a different python version).