# # Copyright 2019 The FATE Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # from fate_arch.computing import is_table from federatedml.util import LOGGER def assert_io_num_rows_equal(func): def _func(*args, **kwargs): input_count = None all_args = [] all_args.extend(args) all_args.extend(kwargs.values()) for arg in all_args: if is_table(arg): input_count = arg.count() break result = func(*args, **kwargs) if input_count is not None and is_table(result): output_count = result.count() LOGGER.debug(f"num row of input: {input_count} -> num row of output: {output_count}") if input_count != output_count: raise EnvironmentError( f"num row of input({input_count}) not equals to num row of output({output_count})") return result return _func def check_with_inst_id(data_instances): instance = data_instances.first()[1] if type(instance).__name__ == "Instance" and instance.with_inst_id: return True return False def check_is_instance(data_instances): instance = data_instances.first()[1] if type(instance).__name__ == "Instance": return True return False def assert_match_id_consistent(func): def _func(*args, **kwargs): input_with_inst_id = None all_args = [] all_args.extend(args) all_args.extend(kwargs.values()) for arg in all_args: if is_table(arg): input_with_inst_id = check_with_inst_id(arg) break result = func(*args, **kwargs) if input_with_inst_id is not None and is_table(result): if check_is_instance(result): result_with_inst_id = check_with_inst_id(result) LOGGER.debug( f"Input with match id: {input_with_inst_id} -> output with match id: {result_with_inst_id}") if input_with_inst_id and not result_with_inst_id: raise EnvironmentError( f"Input with match id: {input_with_inst_id} -> output with match id: {result_with_inst_id}," f"func: {func}") return result return _func