def test_returns_tree(self):
ip = get_iterative_process_for_sum_example_with_no_federated_secure_sum()
next_tree = building_blocks.ComputationBuildingBlock.from_proto(
ip.next._computation_proto)
next_tree = canonical_form_utils._replace_intrinsics_with_bodies(next_tree)
before_aggregate, after_aggregate = canonical_form_utils._create_before_and_after_aggregate_for_no_federated_secure_sum(
next_tree)
before_federated_aggregate, after_federated_aggregate = (
transformations.force_align_and_split_by_intrinsics(
next_tree, [intrinsic_defs.FEDERATED_AGGREGATE.uri]))
self.assertIsInstance(before_aggregate, building_blocks.Lambda)
self.assertIsInstance(before_aggregate.result, building_blocks.Tuple)
self.assertLen(before_aggregate.result, 2)
self.assertEqual(
before_aggregate.result[0].formatted_representation(),
before_federated_aggregate.result.formatted_representation())
# pyformat: disable
self.assertEqual(
before_aggregate.result[1].formatted_representation(),
'<\n'
' federated_value_at_clients(<>),\n'
' <>\n'
'>'
)
# pyformat: enable
self.assertIsInstance(after_aggregate, building_blocks.Lambda)
self.assertIsInstance(after_aggregate.result, building_blocks.Call)
actual_tree, _ = tree_transformations.uniquify_reference_names(
after_aggregate.result.function)
expected_tree, _ = tree_transformations.uniquify_reference_names(
after_federated_aggregate)
self.assertEqual(actual_tree.formatted_representation(),
expected_tree.formatted_representation())
# pyformat: disable
self.assertEqual(
after_aggregate.result.argument.formatted_representation(),
'<\n'
' _var1[0],\n'
' _var1[1][0]\n'
'>'
)
def test_returns_tree(self):
ip = get_iterative_process_for_sum_example_with_no_federated_secure_sum(
)
next_tree = building_blocks.ComputationBuildingBlock.from_proto(
ip.next._computation_proto)
next_tree = canonical_form_utils._replace_intrinsics_with_bodies(
next_tree)
before_aggregate, after_aggregate = canonical_form_utils._create_before_and_after_aggregate_for_no_federated_secure_sum(
next_tree)
before_federated_aggregate, after_federated_aggregate = (
transformations.force_align_and_split_by_intrinsics(
next_tree, [intrinsic_defs.FEDERATED_AGGREGATE.uri]))
self.assertIsInstance(before_aggregate, building_blocks.Lambda)
self.assertIsInstance(before_aggregate.result, building_blocks.Struct)
self.assertLen(before_aggregate.result, 2)
# trees_equal will fail if computations refer to unbound references, so we
# create a new dummy computation to bind them.
unbound_refs_in_before_agg_result = transformation_utils.get_map_of_unbound_references(
before_aggregate.result[0])[before_aggregate.result[0]]
unbound_refs_in_before_fed_agg_result = transformation_utils.get_map_of_unbound_references(
before_federated_aggregate.result)[
before_federated_aggregate.result]
dummy_data = building_blocks.Data('data',
computation_types.AbstractType('T'))
blk_binding_refs_in_before_agg = building_blocks.Block(
[(name, dummy_data) for name in unbound_refs_in_before_agg_result],
before_aggregate.result[0])
blk_binding_refs_in_before_fed_agg = building_blocks.Block(
[(name, dummy_data)
for name in unbound_refs_in_before_fed_agg_result],
before_federated_aggregate.result)
self.assertTrue(
tree_analysis.trees_equal(blk_binding_refs_in_before_agg,
blk_binding_refs_in_before_fed_agg))
# pyformat: disable
self.assertEqual(
before_aggregate.result[1].formatted_representation(), '<\n'
' federated_value_at_clients(<>),\n'
' <>\n'
'>')
# pyformat: enable
self.assertIsInstance(after_aggregate, building_blocks.Lambda)
self.assertIsInstance(after_aggregate.result, building_blocks.Call)
self.assertTrue(
tree_analysis.trees_equal(after_aggregate.result.function,
after_federated_aggregate))
# pyformat: disable
self.assertEqual(
after_aggregate.result.argument.formatted_representation(), '<\n'
' _var1[0],\n'
' _var1[1][0]\n'
'>')