# Copyright 2020 The TensorFlow 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. # ============================================================================== """Abstraction for data ingestion logic.""" import abc class DataIngester(metaclass=abc.ABCMeta): """Link between a data source and a data provider. A data ingester starts a reload operation in the background and provides a data provider as a view. """ @property @abc.abstractmethod def data_provider(self): """Returns a `DataProvider`. It may be an error to dereference this before `start` is called. """ pass @abc.abstractmethod def start(self): """Starts ingesting data. This may start a background thread or process, and will return once communication with that task is established. It won't block forever as data is reloaded. Must only be called once. """ pass