name: Automl deploy model
description: |-
  Deploys a trained model.

      Args:
          model_path: The resource name of the model to export. Format: 'projects/<project>/locations/<location>/models/<model>'

      Annotations:
          author: Alexey Volkov <alexey.volkov@ark-kun.com>
inputs:
- {name: model_path, type: String}
outputs:
- {name: model_path, type: String}
implementation:
  container:
    image: python:3.8
    command:
    - sh
    - -c
    - (PIP_DISABLE_PIP_VERSION_CHECK=1 python3 -m pip install --quiet --no-warn-script-location
      'google-cloud-automl==2.0.0' || PIP_DISABLE_PIP_VERSION_CHECK=1 python3 -m pip
      install --quiet --no-warn-script-location 'google-cloud-automl==2.0.0' --user)
      && "$0" "$@"
    - python3
    - -u
    - -c
    - |
      def automl_deploy_model(
          model_path,
      ):
          """Deploys a trained model.

          Args:
              model_path: The resource name of the model to export. Format: 'projects/<project>/locations/<location>/models/<model>'

          Annotations:
              author: Alexey Volkov <alexey.volkov@ark-kun.com>
          """
          from google.cloud import automl
          client = automl.AutoMlClient()
          response = client.deploy_model(
              name=model_path,
          )
          print('Operation started:')
          print(response.operation)
          result = response.result()
          metadata = response.metadata
          print('Operation finished:')
          print(metadata)
          return (model_path, )

      def _serialize_str(str_value: str) -> str:
          if not isinstance(str_value, str):
              raise TypeError('Value "{}" has type "{}" instead of str.'.format(str(str_value), str(type(str_value))))
          return str_value

      import argparse
      _parser = argparse.ArgumentParser(prog='Automl deploy model', description="Deploys a trained model.\n\n    Args:\n        model_path: The resource name of the model to export. Format: 'projects/<project>/locations/<location>/models/<model>'\n\n    Annotations:\n        author: Alexey Volkov <alexey.volkov@ark-kun.com>")
      _parser.add_argument("--model-path", dest="model_path", type=str, required=True, default=argparse.SUPPRESS)
      _parser.add_argument("----output-paths", dest="_output_paths", type=str, nargs=1)
      _parsed_args = vars(_parser.parse_args())
      _output_files = _parsed_args.pop("_output_paths", [])

      _outputs = automl_deploy_model(**_parsed_args)

      _output_serializers = [
          _serialize_str,

      ]

      import os
      for idx, output_file in enumerate(_output_files):
          try:
              os.makedirs(os.path.dirname(output_file))
          except OSError:
              pass
          with open(output_file, 'w') as f:
              f.write(_output_serializers[idx](_outputs[idx]))
    args:
    - --model-path
    - {inputValue: model_path}
    - '----output-paths'
    - {outputPath: model_path}