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22 changes: 15 additions & 7 deletions array_api_tests/hypothesis_helpers.py
Original file line number Diff line number Diff line change
Expand Up @@ -449,7 +449,7 @@ def two_broadcastable_shapes(draw):
)

@composite
def scalars(draw, dtypes, finite=False):
def scalars(draw, dtypes, finite=False, **kwds):
"""
Strategy to generate a scalar that matches a dtype strategy

Expand All @@ -463,12 +463,12 @@ def scalars(draw, dtypes, finite=False):
return draw(booleans())
elif dtype == float64:
if finite:
return draw(floats(allow_nan=False, allow_infinity=False))
return draw(floats())
return draw(floats(allow_nan=False, allow_infinity=False, **kwds))
return draw(floats(), **kwds)
elif dtype == float32:
if finite:
return draw(floats(width=32, allow_nan=False, allow_infinity=False))
return draw(floats(width=32))
return draw(floats(width=32, allow_nan=False, allow_infinity=False, **kwds))
return draw(floats(width=32, **kwds))
elif dtype == complex64:
if finite:
return draw(complex_numbers(width=32, allow_nan=False, allow_infinity=False))
Expand Down Expand Up @@ -591,8 +591,16 @@ def two_mutual_arrays(
def array_and_py_scalar(draw, dtypes):
"""Draw a pair: (array, scalar) or (scalar, array)."""
dtype = draw(sampled_from(dtypes))
scalar_var = draw(scalars(just(dtype), finite=True))
array_var = draw(arrays(dtype, shape=shapes(min_dims=1)))

scalar_var = draw(scalars(just(dtype), finite=True,
**{'min_value': 1/ (2<<5), 'max_value': 2<<5}
))

elements={}
if dtype in dh.real_float_dtypes:
elements = {'allow_nan': False, 'allow_infinity': False,
'min_value': 1.0 / (2<<5), 'max_value': 2<<5}
array_var = draw(arrays(dtype, shape=shapes(min_dims=1), elements=elements))

if draw(booleans()):
return scalar_var, array_var
Expand Down
26 changes: 18 additions & 8 deletions array_api_tests/test_operators_and_elementwise_functions.py
Original file line number Diff line number Diff line change
Expand Up @@ -1816,19 +1816,11 @@ def _filter_zero(x):
(xp.less_equal, "les_equal", operator.le, {}, xp.bool),
(xp.greater, "greater", operator.gt, {}, xp.bool),
(xp.greater_equal, "greater_equal", operator.ge, {}, xp.bool),
(xp.remainder, "remainder", operator.mod, {}, None),
(xp.floor_divide, "floor_divide", operator.floordiv, {}, None),
],
ids=lambda func_data: func_data[1] # use names for test IDs
)
@given(x1x2=hh.array_and_py_scalar(dh.real_float_dtypes))
def test_binary_with_scalars_real(func_data, x1x2):

if func_data[1] == "remainder":
assume(_filter_zero(x1x2[1]))
if func_data[1] == "floor_divide":
assume(_filter_zero(x1x2[0]) and _filter_zero(x1x2[1]))

_check_binary_with_scalars(func_data, x1x2)


Expand All @@ -1847,6 +1839,24 @@ def test_binary_with_scalars_bool(func_data, x1x2):
_check_binary_with_scalars(func_data, x1x2)


@pytest.mark.min_version("2024.12")
@pytest.mark.parametrize('func_data',
# xp_func, name, refimpl, kwargs, expected_dtype
[

(xp.floor_divide, "floor_divide", operator.floordiv, {}, None),
(xp.remainder, "remainder", operator.mod, {}, None),
],
ids=lambda func_data: func_data[1] # use names for test IDs
)
@given(x1x2=hh.array_and_py_scalar([xp.int64]))
def test_binary_with_scalars_int(func_data, x1x2):

assume(_filter_zero(x1x2[1]))
assume(_filter_zero(x1x2[0]) and _filter_zero(x1x2[1]))
_check_binary_with_scalars(func_data, x1x2)


@pytest.mark.min_version("2024.12")
@pytest.mark.parametrize('func_data',
# xp_func, name, refimpl, kwargs, expected_dtype
Expand Down