# # 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. # import typing def check_config(config: typing.Dict, required_arguments: typing.List): if not config or not isinstance(config, dict): raise TypeError('no parameters') no_arguments = [] error_arguments = [] for require_argument in required_arguments: if isinstance(require_argument, tuple): config_value = config.get(require_argument[0], None) if isinstance(require_argument[1], (tuple, list)): if config_value not in require_argument[1]: error_arguments.append(require_argument) elif config_value != require_argument[1]: error_arguments.append(require_argument) elif require_argument not in config: no_arguments.append(require_argument) if no_arguments or error_arguments: error_string = "" if no_arguments: error_string += "required parameters are missing: {}; ".format(",".join(no_arguments)) if error_arguments: error_string += "required parameter values: {}".format(",".join(["{}={}".format(a[0], a[1]) for a in error_arguments])) raise KeyError(error_string)