These strategies now have first-party support in hypothesis.extra.array_api,
so please don't use this package!
Note: hypothesis-array-api uses private APIs from Hypothesis
and so should be considered unstable.
You can get the strategies from PyPI.
pip install hypothesis-array-apiTo 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.
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):
...@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.