Allow use of Hypothesis for property-based tests
Matt Haberland <[email protected]> Wed, 2 Aug 2023 14:58:03 -0700
| Newsgroups | gmane.comp.python.scientific.devel |
|---|---|
| Message-ID | <CADuxUiwaRxuAUbt1G6kaZ1gnxFHQy+FJBf-52OT3kO8g6OonVA@mail.gmail.com> |
Hi team, I'd like to propose adding Hypothesis <https://hypothesis.readthedocs.io/en/latest/> as a test-time dependency. >From the documentation: Hypothesis is a Python library for creating unit tests which are simpler to > write and more powerful when run, finding edge cases in your code you > wouldn’t have thought to look for. We write property-based tests all the time, but I think Hypothesis can help us write them faster and make them stronger. Apparently NumPy, pandas, and many other projects <https://hypothesis.readthedocs.io/en/latest/usage.html> that use Hypothesis think so, too. I imagine one of the concerns will be test duration, but this is no different from other parameterized tests, and we can use pytest markers (`slow`, `xslow`) to limit that as always. Another concern would be nondeterminism in the CI suite. To address this, we've set up both a default deterministic profile and opt-in (via environment variable) nondeterministic profile. Please let us know your thoughts here and in the PR: https://github.com/scipy/scipy/pull/18927 Matt _______________________________________________ SciPy-Dev mailing list -- [email protected] To unsubscribe send an email to [email protected] https://mail.python.org/mailman3/lists/scipy-dev.python.org/ Member address: [email protected]