def test_0d(self):
# verify our work around for pd.isnull not working for 0-dimensional
# object arrays
assert duck_array_ops.array_equiv(0, np.array(0, dtype=object))
assert duck_array_ops.array_equiv(np.nan,
np.array(np.nan, dtype=object))
assert not duck_array_ops.array_equiv(0, np.array(1, dtype=object))
def test_0d(self):
# verify our work around for pd.isnull not working for 0-dimensional
# object arrays
assert duck_array_ops.array_equiv(0, np.array(0, dtype=object))
assert duck_array_ops.array_equiv(np.nan,
np.array(np.nan, dtype=object))
assert not duck_array_ops.array_equiv(0, np.array(1, dtype=object))
def _data_allclose_or_equiv(arr1, arr2, rtol=1e-05, atol=1e-08, decode_bytes=True):
if any(arr.dtype.kind == "S" for arr in [arr1, arr2]) and decode_bytes:
arr1 = _decode_string_data(arr1)
arr2 = _decode_string_data(arr2)
exact_dtypes = ["M", "m", "O", "S", "U"]
if any(arr.dtype.kind in exact_dtypes for arr in [arr1, arr2]):
return duck_array_ops.array_equiv(arr1, arr2)
else:
return duck_array_ops.allclose_or_equiv(arr1, arr2, rtol=rtol, atol=atol)
def _data_allclose_or_equiv(arr1, arr2, rtol=1e-05, atol=1e-08,
decode_bytes=True):
if any(arr.dtype.kind == 'S' for arr in [arr1, arr2]) and decode_bytes:
arr1 = _decode_string_data(arr1)
arr2 = _decode_string_data(arr2)
exact_dtypes = ['M', 'm', 'O', 'U']
if any(arr.dtype.kind in exact_dtypes for arr in [arr1, arr2]):
return duck_array_ops.array_equiv(arr1, arr2)
else:
return duck_array_ops.allclose_or_equiv(
arr1, arr2, rtol=rtol, atol=atol)
def assert_duckarray_equal(x, y, err_msg="", verbose=True):
"""Like `np.testing.assert_array_equal`, but for duckarrays"""
__tracebackhide__ = True
if not utils.is_duck_array(x) and not utils.is_scalar(x):
x = np.asarray(x)
if not utils.is_duck_array(y) and not utils.is_scalar(y):
y = np.asarray(y)
if (utils.is_duck_array(x)
and utils.is_scalar(y)) or (utils.is_scalar(x)
and utils.is_duck_array(y)):
equiv = (x == y).all()
else:
equiv = duck_array_ops.array_equiv(x, y)
assert equiv, _format_message(x, y, err_msg=err_msg, verbose=verbose)