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ENH: some more tests of inspection functions #362

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64 changes: 48 additions & 16 deletions array_api_tests/test_inspection_functions.py
Original file line number Diff line number Diff line change
@@ -1,28 +1,51 @@
import pytest
from hypothesis import given, strategies as st
from array_api_tests.dtype_helpers import available_kinds
from array_api_tests.dtype_helpers import available_kinds, dtype_names

from . import xp

pytestmark = pytest.mark.min_version("2023.12")


def test_array_namespace_info():
out = xp.__array_namespace_info__()
class TestInspection:
def test_capabilities(self):
out = xp.__array_namespace_info__()

capabilities = out.capabilities()
assert isinstance(capabilities, dict)
capabilities = out.capabilities()
assert isinstance(capabilities, dict)

out.default_device()
expected_attr = {"boolean indexing": bool, "data-dependent shapes": bool}
if xp.__array_api_version__ >= "2024.12":
expected_attr.update(**{"max dimensions": int})

default_dtypes = out.default_dtypes()
assert isinstance(default_dtypes, dict)
expected_subset = {"real floating", "complex floating", "integral"} & available_kinds() | {"indexing"}
assert expected_subset.issubset(set(default_dtypes.keys()))
for attr, typ in expected_attr.items():
assert attr in capabilities, f'capabilites is missing "{attr}".'
assert isinstance(capabilities[attr], typ)

assert capabilities.get("max dimensions", 100500) > 0

def test_devices(self):
out = xp.__array_namespace_info__()

assert hasattr(out, "devices")
assert hasattr(out, "default_device")

assert isinstance(out.devices(), list)
assert out.default_device() in out.devices()

def test_default_dtypes(self):
out = xp.__array_namespace_info__()

for device in xp.__array_namespace_info__().devices():
default_dtypes = out.default_dtypes(device=device)
assert isinstance(default_dtypes, dict)
expected_subset = (
{"real floating", "complex floating", "integral"}
& available_kinds()
| {"indexing"}
)
assert expected_subset.issubset(set(default_dtypes.keys()))

devices = out.devices()
assert isinstance(devices, list)


atomic_kinds = [
"bool",
Expand All @@ -34,12 +57,21 @@ def test_array_namespace_info():


@given(
st.one_of(
kind=st.one_of(
st.none(),
st.sampled_from(atomic_kinds + ["integral", "numeric"]),
st.lists(st.sampled_from(atomic_kinds), unique=True, min_size=1).map(tuple),
),
device=st.one_of(
st.none(),
st.sampled_from(xp.__array_namespace_info__().devices())
)
)
def test_array_namespace_info_dtypes(kind):
out = xp.__array_namespace_info__().dtypes(kind=kind)
def test_array_namespace_info_dtypes(kind, device):
out = xp.__array_namespace_info__().dtypes(kind=kind, device=device)
assert isinstance(out, dict)

for name, dtyp in out.items():
assert name in dtype_names
xp.empty(1, dtype=dtyp, device=device) # check `dtyp` is a valid dtype