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45 lines
1.8 KiB
Python
45 lines
1.8 KiB
Python
#
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# Copyright (c) 2017 Intel Corporation
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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from rl_coach.data_stores.nfs_data_store import NFSDataStore, NFSDataStoreParameters
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from rl_coach.data_stores.s3_data_store import S3DataStore, S3DataStoreParameters
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from rl_coach.data_stores.data_store import DataStoreParameters
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def get_data_store(params):
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data_store = None
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if type(params) == NFSDataStoreParameters:
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data_store = NFSDataStore(params)
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elif type(params) == S3DataStoreParameters:
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data_store = S3DataStore(params)
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return data_store
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def construct_data_store_params(json: dict):
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ds_params_instance = None
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ds_params = DataStoreParameters(json['store_type'], json['orchestrator_type'], json['orchestrator_params'])
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if json['store_type'] == 'nfs':
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ds_params_instance = NFSDataStoreParameters(ds_params)
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elif json['store_type'] == 's3':
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ds_params_instance = S3DataStoreParameters(ds_params=ds_params,
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end_point=json['end_point'],
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bucket_name=json['bucket_name'],
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checkpoint_dir=json['checkpoint_dir'],
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expt_dir=json['expt_dir'])
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return ds_params_instance
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