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get_array_module with non-array input returns None #703

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Jul 7, 2022
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30 changes: 25 additions & 5 deletions thinc/tests/test_util.py
Original file line number Diff line number Diff line change
Expand Up @@ -3,11 +3,19 @@
from hypothesis import given
from thinc.api import get_width, Ragged, Padded
from thinc.util import get_array_module, is_numpy_array, to_categorical
from thinc.util import is_cupy_array
from thinc.util import convert_recursive
from thinc.types import ArgsKwargs

from . import strategies

ALL_XP = [numpy]
try:
import cupy
ALL_XP.append(cupy)
except ImportError:
pass


@pytest.mark.parametrize(
"obj,width",
Expand Down Expand Up @@ -39,11 +47,23 @@ def test_get_width_fail(obj):
get_width(obj)


def test_array_module_cpu_gpu_helpers():
xp = get_array_module(0)
assert hasattr(xp, "ndarray")
assert is_numpy_array(numpy.zeros((1, 2)))
assert not is_numpy_array((1, 2))
@pytest.mark.parametrize("xp", ALL_XP)
def test_array_module_cpu_gpu_helpers(xp):
error = ("Only numpy and cupy arrays are supported"
", but found <class 'int'> instead. If "
"get_array_module module wasn't called "
"directly, this might mean a bug in Thinc.")
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with pytest.raises(ValueError, match=error):
get_array_module(0)
zeros = xp.zeros((1, 2))
xp_ = get_array_module(zeros)
assert xp_ == xp
if xp == numpy:
assert is_numpy_array(zeros)
assert not is_numpy_array((1, 2))
else:
assert is_cupy_array(zeros)
assert not is_cupy_array((1, 2))


@given(
Expand Down
11 changes: 9 additions & 2 deletions thinc/util.py
Original file line number Diff line number Diff line change
Expand Up @@ -47,10 +47,17 @@ def get_torch_default_device() -> "torch.device":


def get_array_module(arr): # pragma: no cover
if is_cupy_array(arr):
if is_numpy_array(arr):
return numpy
elif is_cupy_array(arr):
return cupy
else:
return numpy
raise ValueError(
"Only numpy and cupy arrays are supported"
f", but found {type(arr)} instead. If "
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"get_array_module module wasn't called "
"directly, this might indicate a bug in Thinc."
)


def gpu_is_available():
Expand Down