# 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. # ============================================================================ """Generate the lineage event which conform to proto format.""" import time from ..lineage_pb2 import LineageEvent def serialize_to_lineage_event(name, value): """Serialize value to lineage event.""" event = LineageEvent() event.wall_time = time.time() content = _get_lineage_content(name, event) content.ParseFromString(value) return event.SerializeToString() def _get_lineage_content(name, event): if name == 'dataset_graph': return event.dataset_graph if name == 'eval_lineage': return event.evaluation_lineage if name == 'train_lineage': return event.train_lineage if name == 'custom_lineage_data': return event.user_defined_info raise KeyError(f'No such field in LineageEvent')