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Note on Python TIA (Test Impact Analysis)


What could I try for doing Test Impact Analysis for Python projects?


There are a few libraries out there you could try. Here are some entrypoints:

Note that TIA is rarely perfect (especially imperfect in dynamic languages), so use with caution.

One pattern to consider is to use a mixed approach. I like to use TIA to exclude some slow tests on branches until they have a merge-request. So master, tags, and merge-requests run full suite. I'm using GitLabCI for this (only: ['merge_requests']) but you can do it with some other tools too.

Lastly here are some reading materials.


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@hangtwenty hangtwenty commented Mar 28, 2019

copied from my answer here to help me remember it

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