class Aws::SageMaker::Types::CreateTrialComponentRequest

@note When making an API call, you may pass CreateTrialComponentRequest

data as a hash:

    {
      trial_component_name: "ExperimentEntityName", # required
      display_name: "ExperimentEntityName",
      status: {
        primary_status: "InProgress", # accepts InProgress, Completed, Failed, Stopping, Stopped
        message: "TrialComponentStatusMessage",
      },
      start_time: Time.now,
      end_time: Time.now,
      parameters: {
        "TrialComponentKey256" => {
          string_value: "StringParameterValue",
          number_value: 1.0,
        },
      },
      input_artifacts: {
        "TrialComponentKey64" => {
          media_type: "MediaType",
          value: "TrialComponentArtifactValue", # required
        },
      },
      output_artifacts: {
        "TrialComponentKey64" => {
          media_type: "MediaType",
          value: "TrialComponentArtifactValue", # required
        },
      },
      metadata_properties: {
        commit_id: "MetadataPropertyValue",
        repository: "MetadataPropertyValue",
        generated_by: "MetadataPropertyValue",
        project_id: "MetadataPropertyValue",
      },
      tags: [
        {
          key: "TagKey", # required
          value: "TagValue", # required
        },
      ],
    }

@!attribute [rw] trial_component_name

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

@!attribute [rw] display_name

The name of the component as displayed. The name doesn't need to be
unique. If `DisplayName` isn't specified, `TrialComponentName` is
displayed.
@return [String]

@!attribute [rw] status

The status of the component. States include:

* InProgress

* Completed

* Failed
@return [Types::TrialComponentStatus]

@!attribute [rw] start_time

When the component started.
@return [Time]

@!attribute [rw] end_time

When the component ended.
@return [Time]

@!attribute [rw] parameters

The hyperparameters for the component.
@return [Hash<String,Types::TrialComponentParameterValue>]

@!attribute [rw] input_artifacts

The input artifacts for the component. Examples of input artifacts
are datasets, algorithms, hyperparameters, source code, and instance
types.
@return [Hash<String,Types::TrialComponentArtifact>]

@!attribute [rw] output_artifacts

The output artifacts for the component. Examples of output artifacts
are metrics, snapshots, logs, and images.
@return [Hash<String,Types::TrialComponentArtifact>]

@!attribute [rw] metadata_properties

Metadata properties of the tracking entity, trial, or trial
component.
@return [Types::MetadataProperties]

@!attribute [rw] tags

A list of tags to associate with the component. You can use Search
API to search on the tags.
@return [Array<Types::Tag>]

@see docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateTrialComponentRequest AWS API Documentation

Constants

SENSITIVE