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Top 3 Python Static Type Annotations Generator Projects
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MonkeyType
A Python library that generates static type annotations by collecting runtime types (by Instagram)
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it's open source! check out https://github.com/google/pytype and https://github.com/google/pytype/blob/main/docs/developers/t... for more on the multi-file runner
i can't, unfortunately, it was youtube internal code. but by the same token a lot of the performance stuff was specific optimisations for that code and would not really generalise.
one of the current "extremely large python codebase" projects is instagram, and they do have some public repos, notably monkeytype (https://github.com/Instagram/MonkeyType) which youtube did have its own analogue of, and cinder (https://engineering.fb.com/2022/05/02/open-source/cinder-jit...). in general facebook's engineering blog is a great place to read about this sort of thing.
Python Static Type Annotations Generators related posts
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Google lays off its Python team
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Mypy 1.5 Released
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PyMEL's new type stubs
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Do you know any library that automatically detects unused files / functions inside a project folder?
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Gradually introduce type checking to an existing typed codebase.
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Call me naive, but would it not be possible to create a tool for python the auto adds type hints at run time?
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Type Checkers: which one you use and why?
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Index
What are some of the best open-source Static Type Annotations Generator projects in Python? This list will help you:
Project | Stars | |
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1 | pytype | 4,636 |
2 | MonkeyType | 4,570 |
3 | pyannotate | 1,409 |