def testAllcloseExecution(self):
a = tensor([1e10, 1e-7], chunk_size=1)
b = tensor([1.00001e10, 1e-8], chunk_size=1)
t = allclose(a, b)
res = self.executor.execute_tensor(t)[0]
self.assertFalse(res)
a = tensor([1e10, 1e-8], chunk_size=1)
b = tensor([1.00001e10, 1e-9], chunk_size=1)
t = allclose(a, b)
res = self.executor.execute_tensor(t)[0]
self.assertTrue(res)
a = tensor([1.0, np.nan], chunk_size=1)
b = tensor([1.0, np.nan], chunk_size=1)
t = allclose(a, b, equal_nan=True)
res = self.executor.execute_tensor(t)[0]
self.assertTrue(res)
a = tensor(sps.csr_matrix([[1e10, 1e-7], [0, 0]]), chunk_size=1)
b = tensor(sps.csr_matrix([[1.00001e10, 1e-8], [0, 0]]), chunk_size=1)
t = allclose(a, b)
res = self.executor.execute_tensor(t)[0]
self.assertFalse(res)
def testAllcloseExecution(self):
a = tensor([1e10, 1e-7], chunk_size=1)
b = tensor([1.00001e10, 1e-8], chunk_size=1)
t = allclose(a, b)
res = self.executor.execute_tensor(t)[0]
self.assertFalse(res)
a = tensor([1e10, 1e-8], chunk_size=1)
b = tensor([1.00001e10, 1e-9], chunk_size=1)
t = allclose(a, b)
res = self.executor.execute_tensor(t)[0]
self.assertTrue(res)
a = tensor([1.0, np.nan], chunk_size=1)
b = tensor([1.0, np.nan], chunk_size=1)
t = allclose(a, b, equal_nan=True)
res = self.executor.execute_tensor(t)[0]
self.assertTrue(res)
a = tensor(sps.csr_matrix([[1e10, 1e-7], [0, 0]]), chunk_size=1)
b = tensor(sps.csr_matrix([[1.00001e10, 1e-8], [0, 0]]), chunk_size=1)
t = allclose(a, b)
res = self.executor.execute_tensor(t)[0]
self.assertFalse(res)
# test string dtype
with self.assertRaises(TypeError):
a = tensor(list('abcdefghi'), dtype=object)
self.executor.execute_tensor(allclose(a, a))
def test_allclose_execution(setup):
a = tensor([1e10, 1e-7], chunk_size=1)
b = tensor([1.00001e10, 1e-8], chunk_size=1)
t = allclose(a, b)
res = t.execute().fetch()
assert res is False
a = tensor([1e10, 1e-8], chunk_size=1)
b = tensor([1.00001e10, 1e-9], chunk_size=1)
t = allclose(a, b)
res = t.execute().fetch()
assert res is True
a = tensor([1.0, np.nan], chunk_size=1)
b = tensor([1.0, np.nan], chunk_size=1)
t = allclose(a, b, equal_nan=True)
res = t.execute().fetch()
assert res is True
a = tensor(sps.csr_matrix([[1e10, 1e-7], [0, 0]]), chunk_size=1)
b = tensor(sps.csr_matrix([[1.00001e10, 1e-8], [0, 0]]), chunk_size=1)
t = allclose(a, b)
res = t.execute().fetch()
assert res is False
# test string dtype
with pytest.raises(TypeError):
a = tensor(list('abcdefghi'), dtype=object)
allclose(a, a).execute()