def test_raises_type_error_with_none_comp(self):
uri = 'intrinsic'
body = lambda x: x
with self.assertRaises(TypeError):
value_transformations.replace_intrinsics_with_callable(
None, uri, body, context_stack_impl.context_stack)
def test_raises_type_error_with_none_body(self):
comp = test_utils.create_lambda_to_dummy_called_intrinsic(
parameter_name='a')
uri = 'intrinsic'
with self.assertRaises(TypeError):
value_transformations.replace_intrinsics_with_callable(
comp, uri, None, context_stack_impl.context_stack)
def test_replaces_intrinsic(self):
comp = test_utils.create_lambda_to_dummy_called_intrinsic(
parameter_name='a')
uri = 'intrinsic'
body = lambda x: x
transformed_comp, modified = value_transformations.replace_intrinsics_with_callable(
comp, uri, body, context_stack_impl.context_stack)
self.assertEqual(comp.compact_representation(), '(a -> intrinsic(a))')
self.assertEqual(transformed_comp.compact_representation(),
'(a -> (intrinsic_arg -> intrinsic_arg)(a))')
self.assertEqual(transformed_comp.type_signature, comp.type_signature)
self.assertTrue(modified)
def test_replaces_nested_intrinsic(self):
fn = computation_test_utils.create_lambda_to_dummy_called_intrinsic(
parameter_name='a')
block = computation_test_utils.create_dummy_block(fn,
variable_name='b')
comp = block
uri = 'intrinsic'
body = lambda x: x
transformed_comp, modified = value_transformations.replace_intrinsics_with_callable(
comp, uri, body, context_stack_impl.context_stack)
self.assertEqual(comp.compact_representation(),
'(let b=data in (a -> intrinsic(a)))')
self.assertEqual(
transformed_comp.compact_representation(),
'(let b=data in (a -> (intrinsic_arg -> intrinsic_arg)(a)))')
self.assertEqual(transformed_comp.type_signature, comp.type_signature)
self.assertTrue(modified)
def test_replaces_chained_intrinsics(self):
fn = test_utils.create_lambda_to_dummy_called_intrinsic(parameter_name='a')
arg = building_blocks.Data('data', tf.int32)
call = test_utils.create_chained_calls([fn, fn], arg)
comp = call
uri = 'intrinsic'
body = lambda x: x
transformed_comp, modified = value_transformations.replace_intrinsics_with_callable(
comp, uri, body, context_stack_impl.context_stack)
self.assertEqual(comp.compact_representation(),
'(a -> intrinsic(a))((a -> intrinsic(a))(data))')
self.assertEqual(
transformed_comp.compact_representation(),
'(a -> (intrinsic_arg -> intrinsic_arg)(a))((a -> (intrinsic_arg -> intrinsic_arg)(a))(data))'
)
self.assertEqual(transformed_comp.type_signature, comp.type_signature)
self.assertTrue(modified)
