mirror of
https://github.com/gryf/coach.git
synced 2025-12-17 11:10:20 +01:00
7b0fccb041
* GraphManager.set_session also sets self.sess * make sure that GraphManager.fetch_from_worker uses training phase * remove unnecessary phase setting in training worker * reorganize rollout worker * provide default name to GlobalVariableSaver.__init__ since it isn't really used anyway * allow dividing TrainingSteps and EnvironmentSteps * add timestamps to the log * added redis data store * conflict merge fix
69 lines
2.4 KiB
Python
69 lines
2.4 KiB
Python
#
|
|
# 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.redis_data_store import (
|
|
RedisDataStore,
|
|
RedisDataStoreParameters,
|
|
)
|
|
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)
|
|
elif type(params) == RedisDataStoreParameters:
|
|
data_store = RedisDataStore(params)
|
|
else:
|
|
raise ValueError("invalid params type {}".format(type(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, checkpoint_dir=json["checkpoint_dir"]
|
|
)
|
|
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"],
|
|
)
|
|
elif json["store_type"] == "redis":
|
|
ds_params_instance = RedisDataStoreParameters(
|
|
ds_params,
|
|
redis_address=json["redis_address"],
|
|
redis_port=json["redis_port"],
|
|
redis_channel=json["redis_channel"],
|
|
)
|
|
else:
|
|
raise ValueError("store_type {} was found, expected 'nfs', 'redis' or 's3'.")
|
|
|
|
return ds_params_instance
|