<filename>components/aws/sagemaker/workteam/src/workteam.py
# 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.

import sys
import argparse
import logging

from common import _utils

def create_parser():
  parser = argparse.ArgumentParser(description='SageMaker Hyperparameter Tuning Job')
  _utils.add_default_client_arguments(parser)
  
  parser.add_argument('--team_name', type=str, required=True, help='The name of your work team.')
  parser.add_argument('--description', type=str, required=True, help='A description of the work team.')
  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='')
  parser.add_argument('--user_groups', type=str, required=False, help='A list of identifiers for user groups separated by commas.', default='')
  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='')
  parser.add_argument('--sns_topic', type=str, required=False, help='The ARN for the SNS topic to which notifications should be published.', default='')
  parser.add_argument('--tags', type=_utils.yaml_or_json_str, required=False, help='An array of key-value pairs, to categorize AWS resources.', default={})
  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.')

  return parser

def main(argv=None):
  parser = create_parser()
  args = parser.parse_args(argv)

  logging.getLogger().setLevel(logging.INFO)
  client = _utils.get_sagemaker_client(args.region, args.endpoint_url, assume_role_arn=args.assume_role)
  logging.info('Submitting a create workteam request to SageMaker...')
  workteam_arn = _utils.create_workteam(client, vars(args))

  logging.info('Workteam created.')

  _utils.write_output(args.workteam_arn_output_path, workteam_arn)


if __name__== "__main__":
  main(sys.argv[1:])

<filename>components/aws/sagemaker/workteam/src/workteam.py
# 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.

import sys
import argparse
import logging

from common import _utils

def create_parser():
  parser = argparse.ArgumentParser(description='SageMaker Hyperparameter Tuning Job')
  _utils.add_default_client_arguments(parser)
  
  parser.add_argument('--team_name', type=str, required=True, help='The name of your work team.')
  parser.add_argument('--description', type=str, required=True, help='A description of the work team.')
  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='')
  parser.add_argument('--user_groups', type=str, required=False, help='A list of identifiers for user groups separated by commas.', default='')
  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='')
  parser.add_argument('--sns_topic', type=str, required=False, help='The ARN for the SNS topic to which notifications should be published.', default='')
  parser.add_argument('--tags', type=_utils.yaml_or_json_str, required=False, help='An array of key-value pairs, to categorize AWS resources.', default={})
  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.')

  return parser

def main(argv=None):
  parser = create_parser()
  args = parser.parse_args(argv)

  logging.getLogger().setLevel(logging.INFO)
  client = _utils.get_sagemaker_client(args.region, args.endpoint_url, assume_role_arn=args.assume_role)
  logging.info('Submitting a create workteam request to SageMaker...')
  workteam_arn = _utils.create_workteam(client, vars(args))

  logging.info('Workteam created.')

  _utils.write_output(args.workteam_arn_output_path, workteam_arn)


if __name__== "__main__":
  main(sys.argv[1:])

# 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.