# # Copyright (c) 2017 Intel Corporation # # 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. # from rl_coach.data_stores.nfs_data_store import NFSDataStore, NFSDataStoreParameters from rl_coach.data_stores.s3_data_store import S3DataStore, S3DataStoreParameters from rl_coach.data_stores.data_store import DataStoreParameters def get_data_store(params): data_store = None if type(params) == NFSDataStoreParameters: data_store = NFSDataStore(params) elif type(params) == S3DataStoreParameters: data_store = S3DataStore(params) return data_store def construct_data_store_params(json: dict): ds_params_instance = None ds_params = DataStoreParameters(json['store_type'], json['orchestrator_type'], json['orchestrator_params']) if json['store_type'] == 'nfs': ds_params_instance = NFSDataStoreParameters(ds_params) elif json['store_type'] == 's3': ds_params_instance = S3DataStoreParameters(ds_params=ds_params, end_point=json['end_point'], bucket_name=json['bucket_name'], checkpoint_dir=json['checkpoint_dir'], expt_dir=json['expt_dir']) return ds_params_instance