# Copyright 2020 Huawei Technologies Co., Ltd # # 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. # ============================================================================ """Explainer evaluation encapsulator.""" import copy from mindinsight.explainer.encapsulator.explain_data_encap import ExplainDataEncap from mindinsight.datavisual.common.exceptions import TrainJobNotExistError class EvaluationEncap(ExplainDataEncap): """Explainer evaluation encapsulator.""" def query_explainer_scores(self, train_id): """Query evaluation scores.""" job = self.job_manager.get_job(train_id) if job is None: raise TrainJobNotExistError(train_id) return copy.deepcopy(job.explainer_scores)