Hypothesis strategies for Array API libraries
Note: hypothesis-array-api uses private APIs from Hypothesis
and so should be considered unstable.
Install
You can get the strategies from PyPI.
pip install hypothesis-array-api
To install from source,
get Poetry
and then poetry install inside the repository.
Using poetry shell is a good idea for development,
where you can use pytest to run the full test suite
(note there a lot of expected warnings I need to declutter.)
Quickstart
from numpy import array_api as xp
from hypothesis import given
from hypothesis_array import get_strategies_namespace
xps = get_strategies_namespace(xp)
@given(xps.arrays(dtype=xps.scalar_strategies(), shape=xps.array_shapes()))
def your_test(array):
...
Contributors
@honno created these strategies with input from @mattip, @asmeurer, @rgommers and other great folk from @Quansight-Labs.
Inspiration was taken from the
NumPy strategies
that Hypothesis ships with at hypothesis.extra.numpy.
Thanks to the Hypothesis contributors who helped shape it, including:
@Zac-HD,
@rsokl,
@DRMacIver,
@takluyver,
@rdturnermtl,
@kprzybyla,
@sobolevn,
@kir0ul,
@lmount,
@jdufresne,
@gsnsw-felixs and
@alexwlchan.
1 maintainer
Metadata
1 maintainer
Release files for hypothesis-array-api 0.1.2
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