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34 changes: 28 additions & 6 deletions array_api_tests/test_data_type_functions.py
Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,7 @@
from typing import Union

import pytest
from hypothesis import given
from hypothesis import given, assume
from hypothesis import strategies as st

from . import _array_module as xp
Expand All @@ -23,26 +23,43 @@ def float32(n: Union[int, float]) -> float:
return struct.unpack("!f", struct.pack("!f", float(n)))[0]


def _float_match_complex(complex_dtype):
return xp.float32 if complex_dtype == xp.complex64 else xp.float64


@given(
x_dtype=non_complex_dtypes(),
dtype=non_complex_dtypes(),
x_dtype=hh.all_dtypes,
dtype=hh.all_dtypes,
kw=hh.kwargs(copy=st.booleans()),
data=st.data(),
)
def test_astype(x_dtype, dtype, kw, data):
_complex_dtypes = (xp.complex64, xp.complex128)

if xp.bool in (x_dtype, dtype):
elements_strat = hh.from_dtype(x_dtype)
else:
m1, M1 = dh.dtype_ranges[x_dtype]
m2, M2 = dh.dtype_ranges[dtype]

if dh.is_int_dtype(x_dtype):
cast = int
elif x_dtype == xp.float32:
elif x_dtype in (xp.float32, xp.complex64):
cast = float32
else:
cast = float

real_dtype = x_dtype
if x_dtype in _complex_dtypes:
real_dtype = _float_match_complex(x_dtype)
m1, M1 = dh.dtype_ranges[real_dtype]

real_dtype = dtype
if dtype in _complex_dtypes:
real_dtype = _float_match_complex(x_dtype)
m2, M2 = dh.dtype_ranges[real_dtype]

min_value = cast(max(m1, m2))
max_value = cast(min(M1, M2))

elements_strat = hh.from_dtype(
x_dtype,
min_value=min_value,
Expand All @@ -54,6 +71,11 @@ def test_astype(x_dtype, dtype, kw, data):
hh.arrays(dtype=x_dtype, shape=hh.shapes(), elements=elements_strat), label="x"
)

# according to the spec, "Casting a complex floating-point array to a real-valued
# data type should not be permitted."
# https://data-apis.org/array-api/latest/API_specification/generated/array_api.astype.html#astype
assume(not ((x_dtype in _complex_dtypes) and (dtype not in _complex_dtypes)))

out = xp.astype(x, dtype, **kw)

ph.assert_kw_dtype("astype", kw_dtype=dtype, out_dtype=out.dtype)
Expand Down