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Paws::SageMaker::CreateTrialComponent(3) User Contributed Perl Documentation Paws::SageMaker::CreateTrialComponent(3)

Paws::SageMaker::CreateTrialComponent - Arguments for method CreateTrialComponent on Paws::SageMaker

This class represents the parameters used for calling the method CreateTrialComponent on the Amazon SageMaker Service service. Use the attributes of this class as arguments to method CreateTrialComponent.

You shouldn't make instances of this class. Each attribute should be used as a named argument in the call to CreateTrialComponent.

    my $api.sagemaker = Paws->service('SageMaker');
    my $CreateTrialComponentResponse = $api . sagemaker->CreateTrialComponent(
      TrialComponentName => 'MyExperimentEntityName',
      DisplayName        => 'MyExperimentEntityName',    # OPTIONAL
      EndTime            => '1970-01-01T01:00:00',       # OPTIONAL
      InputArtifacts     => {
        'MyTrialComponentKey64' => {
          Value     => 'MyTrialComponentArtifactValue',    # max: 2048
          MediaType => 'MyMediaType',                      # max: 64; OPTIONAL
        },    # key: max: 64
      },    # OPTIONAL
      MetadataProperties => {
        CommitId    => 'MyMetadataPropertyValue',    # max: 1024; OPTIONAL
        GeneratedBy => 'MyMetadataPropertyValue',    # max: 1024; OPTIONAL
        ProjectId   => 'MyMetadataPropertyValue',    # max: 1024; OPTIONAL
        Repository  => 'MyMetadataPropertyValue',    # max: 1024; OPTIONAL
      },    # OPTIONAL
      OutputArtifacts => {
        'MyTrialComponentKey64' => {
          Value     => 'MyTrialComponentArtifactValue',    # max: 2048
          MediaType => 'MyMediaType',                      # max: 64; OPTIONAL
        },    # key: max: 64
      },    # OPTIONAL
      Parameters => {
        'MyTrialComponentKey256' => {
          NumberValue => 1,                           # OPTIONAL
          StringValue => 'MyStringParameterValue',    # max: 256; OPTIONAL
        },    # key: max: 256
      },    # OPTIONAL
      StartTime => '1970-01-01T01:00:00',    # OPTIONAL
      Status    => {
        Message       => 'MyTrialComponentStatusMessage',  # max: 1024; OPTIONAL
        PrimaryStatus => 'InProgress'
        ,   # values: InProgress, Completed, Failed, Stopping, Stopped; OPTIONAL
      },    # OPTIONAL
      Tags => [
        {
          Key   => 'MyTagKey',      # min: 1, max: 128
          Value => 'MyTagValue',    # max: 256
        },
        ...
      ],    # OPTIONAL
    );
    # Results:
    my $TrialComponentArn = $CreateTrialComponentResponse->TrialComponentArn;
    # Returns a L<Paws::SageMaker::CreateTrialComponentResponse> object.

Values for attributes that are native types (Int, String, Float, etc) can passed as-is (scalar values). Values for complex Types (objects) can be passed as a HashRef. The keys and values of the hashref will be used to instance the underlying object. For the AWS API documentation, see <https://docs.aws.amazon.com/goto/WebAPI/api.sagemaker/CreateTrialComponent>

The name of the component as displayed. The name doesn't need to be unique. If "DisplayName" isn't specified, "TrialComponentName" is displayed.

When the component ended.

The input artifacts for the component. Examples of input artifacts are datasets, algorithms, hyperparameters, source code, and instance types.

The output artifacts for the component. Examples of output artifacts are metrics, snapshots, logs, and images.

The hyperparameters for the component.

When the component started.

The status of the component. States include:

  • InProgress
  • Completed
  • Failed

A list of tags to associate with the component. You can use Search API to search on the tags.

REQUIRED TrialComponentName => Str

The name of the component. The name must be unique in your Amazon Web Services account and is not case-sensitive.

This class forms part of Paws, documenting arguments for method CreateTrialComponent in Paws::SageMaker

The source code is located here: <https://github.com/pplu/aws-sdk-perl>

Please report bugs to: <https://github.com/pplu/aws-sdk-perl/issues>

2022-06-01 perl v5.40.2

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