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You should take a look at pyo3: https://github.com/PyO3/pyo3. It allows you to very easily create rust modules that you can call from python. You can do all the parsing in python, which you say you’re familiar with, and then do the solving in rust. Best of both worlds!
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.