def test__isfinite(self):
pairs = [('arr_complex', False), ('arr_int', False),
('arr_bool', False), ('arr_str', False), ('arr_utf', False),
('arr_complex', False), ('arr_complex_nan', True),
('arr_nan_nanj', True), ('arr_nan_infj', True),
('arr_complex_nan_infj', True)]
pairs_float = [('arr_float', False), ('arr_nan', True),
('arr_float_nan', True), ('arr_nan_nan', True),
('arr_float_inf', True), ('arr_inf', True),
('arr_nan_inf', True), ('arr_float_nan_inf', True),
('arr_nan_nan_inf', True)]
func1 = lambda x: np.any(nanops._isfinite(x).ravel())
func2 = lambda x: np.any(nanops._isfinite(x).values.ravel())
for arr, correct in pairs:
val = getattr(self, arr)
try:
self.check_bool(func1, val, correct)
except BaseException as exc:
exc.args += (arr, )
raise
for arr, correct in pairs_float:
val = getattr(self, arr)
try:
self.check_bool(func1, val, correct)
self.check_bool(func1, val.astype('f4'), correct)
self.check_bool(func1, val.astype('f2'), correct)
except BaseException as exc:
exc.args += (arr, )
raise
def test__isfinite(self):
pairs = [('arr_complex', False), ('arr_int', False),
('arr_bool', False), ('arr_str', False), ('arr_utf', False),
('arr_complex', False), ('arr_complex_nan', True),
('arr_nan_nanj', True), ('arr_nan_infj', True),
('arr_complex_nan_infj', True)]
pairs_float = [('arr_float', False), ('arr_nan', True),
('arr_float_nan', True), ('arr_nan_nan', True),
('arr_float_inf', True), ('arr_inf', True),
('arr_nan_inf', True), ('arr_float_nan_inf', True),
('arr_nan_nan_inf', True)]
func1 = lambda x: np.any(nanops._isfinite(x).ravel())
# TODO: unused?
# func2 = lambda x: np.any(nanops._isfinite(x).values.ravel())
for arr, correct in pairs:
val = getattr(self, arr)
try:
self.check_bool(func1, val, correct)
except BaseException as exc:
exc.args += (arr, )
raise
for arr, correct in pairs_float:
val = getattr(self, arr)
try:
self.check_bool(func1, val, correct)
self.check_bool(func1, val.astype('f4'), correct)
self.check_bool(func1, val.astype('f2'), correct)
except BaseException as exc:
exc.args += (arr, )
raise
def test__isfinite(self):
pairs = [
("arr_complex", False),
("arr_int", False),
("arr_bool", False),
("arr_str", False),
("arr_utf", False),
("arr_complex", False),
("arr_complex_nan", True),
("arr_nan_nanj", True),
("arr_nan_infj", True),
("arr_complex_nan_infj", True),
]
pairs_float = [
("arr_float", False),
("arr_nan", True),
("arr_float_nan", True),
("arr_nan_nan", True),
("arr_float_inf", True),
("arr_inf", True),
("arr_nan_inf", True),
("arr_float_nan_inf", True),
("arr_nan_nan_inf", True),
]
func1 = lambda x: np.any(nanops._isfinite(x).ravel())
func2 = lambda x: np.any(nanops._isfinite(x).values.ravel())
for arr, correct in pairs:
val = getattr(self, arr)
try:
self.check_bool(func1, val, correct)
except BaseException as exc:
exc.args += (arr,)
raise
for arr, correct in pairs_float:
val = getattr(self, arr)
try:
self.check_bool(func1, val, correct)
self.check_bool(func1, val.astype("f4"), correct)
self.check_bool(func1, val.astype("f2"), correct)
except BaseException as exc:
exc.args += (arr,)
raise
def test__isfinite(self):
pairs = [
("arr_complex", False),
("arr_int", False),
("arr_bool", False),
("arr_str", False),
("arr_utf", False),
("arr_complex", False),
("arr_complex_nan", True),
("arr_nan_nanj", True),
("arr_nan_infj", True),
("arr_complex_nan_infj", True),
]
pairs_float = [
("arr_float", False),
("arr_nan", True),
("arr_float_nan", True),
("arr_nan_nan", True),
("arr_float_inf", True),
("arr_inf", True),
("arr_nan_inf", True),
("arr_float_nan_inf", True),
("arr_nan_nan_inf", True),
]
func1 = lambda x: np.any(nanops._isfinite(x).ravel())
# TODO: unused?
# func2 = lambda x: np.any(nanops._isfinite(x).values.ravel())
for arr, correct in pairs:
val = getattr(self, arr)
try:
self.check_bool(func1, val, correct)
except BaseException as exc:
exc.args += (arr, )
raise
for arr, correct in pairs_float:
val = getattr(self, arr)
try:
self.check_bool(func1, val, correct)
self.check_bool(func1, val.astype("f4"), correct)
self.check_bool(func1, val.astype("f2"), correct)
except BaseException as exc:
exc.args += (arr, )
raise
