# Copyright 2019 The Feast Authors # # 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 # # https://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 feast.value_type import ValueType from feast.core.FeatureSet_pb2 import EntitySpec as EntityProto from feast.types import Value_pb2 as ValueTypeProto from feast.field import Field class Entity(Field): """Entity field type""" def to_proto(self) -> EntityProto: """ Converts Entity to its Protocol Buffer representation Returns: Returns EntitySpec object """ value_type = ValueTypeProto.ValueType.Enum.Value(self.dtype.name) return EntityProto(name=self.name, value_type=value_type) @classmethod def from_proto(cls, entity_proto: EntityProto): """ Creates a Feast Entity object from its Protocol Buffer representation Args: entity_proto: EntitySpec protobuf object Returns: Entity object """ return cls(name=entity_proto.name, dtype=ValueType(entity_proto.value_type))