Over the summer, I've been interning at Quansight Labs to develop testing tools for the developers and users of the upcoming Array API standard. Specifically, I contributed "strategies" to the testing library Hypothesis, which I'm excited to announce are now available in hypothesis.extra.array_api. Check out the primary pull request I made for more background.
This blog post is for anyone developing array-consuming methods (think SciPy and scikit-learn) and is new to property-based testing. I demonstrate a typical workflow of testing with Hypothesis whilst writing an array-consuming function that works for all libraries adopting the Array API, catching bugs before your users do.
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