50 lines
2.4 KiB
Python
50 lines
2.4 KiB
Python
# 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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import sys
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import argparse
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import logging
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from common import _utils
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def create_parser():
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parser = argparse.ArgumentParser(description='SageMaker Hyperparameter Tuning Job')
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_utils.add_default_client_arguments(parser)
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parser.add_argument('--team_name', type=str, required=True, help='The name of your work team.')
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parser.add_argument('--description', type=str, required=True, help='A description of the work team.')
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parser.add_argument('--user_pool', type=str, required=False, help='An identifier for a user pool. The user pool must be in the same region as the service that you are calling.', default='')
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parser.add_argument('--user_groups', type=str, required=False, help='A list of identifiers for user groups separated by commas.', default='')
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parser.add_argument('--client_id', type=str, required=False, help='An identifier for an application client. You must create the app client ID using Amazon Cognito.', default='')
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parser.add_argument('--sns_topic', type=str, required=False, help='The ARN for the SNS topic to which notifications should be published.', default='')
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parser.add_argument('--tags', type=_utils.yaml_or_json_str, required=False, help='An array of key-value pairs, to categorize AWS resources.', default={})
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parser.add_argument('--workteam_arn_output_path', type=str, default='/tmp/workteam-arn', help='Local output path for the file containing the ARN of the workteam.')
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return parser
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def main(argv=None):
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parser = create_parser()
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args = parser.parse_args(argv)
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logging.getLogger().setLevel(logging.INFO)
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client = _utils.get_sagemaker_client(args.region, args.endpoint_url)
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logging.info('Submitting a create workteam request to SageMaker...')
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workteam_arn = _utils.create_workteam(client, vars(args))
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logging.info('Workteam created.')
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_utils.write_output(args.workteam_arn_output_path, workteam_arn)
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if __name__== "__main__":
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main(sys.argv[1:])
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