def test_wrong_shape(self):
a = np.array([[1, np.nan, np.nan, 4]])
b = np.array([[1, 2], [np.nan, 4]])
assert not array_notnull_equiv(a, b)
def test_types(self, val1, val2, val3, null):
arr1 = np.array([val1, null, val3, null])
arr2 = np.array([val1, val2, null, null])
assert array_notnull_equiv(arr1, arr2)
def test_equal(self, arr1, arr2):
assert array_notnull_equiv(arr1, arr2)
def test_some_not_equal(self):
a = np.array([1, 2, 4])
b = np.array([1, np.nan, 3])
assert not array_notnull_equiv(a, b)
def test_types(self, val1, val2, val3, null):
dtype = object if isinstance(val1, str) else None
arr1 = np.array([val1, null, val3, null], dtype=dtype)
arr2 = np.array([val1, val2, null, null], dtype=dtype)
assert array_notnull_equiv(arr1, arr2)
def test_wrong_shape(self):
a = np.array([[1, np.nan, np.nan, 4]])
b = np.array([[1, 2], [np.nan, 4]])
assert not array_notnull_equiv(a, b)
def test_some_not_equal(self):
a = np.array([1, 2, 4])
b = np.array([1, np.nan, 3])
assert not array_notnull_equiv(a, b)
def test_equal(self, arr1, arr2):
assert array_notnull_equiv(arr1, arr2)
def test_types(self, val1, val2, val3, null):
arr1 = np.array([val1, null, val3, null])
arr2 = np.array([val1, val2, null, null])
assert array_notnull_equiv(arr1, arr2)
