class Aws::SageMaker::Types::TrialComponent

The properties of a trial component as returned by the Search API.

@!attribute [rw] trial_component_name

The name of the trial component.
@return [String]

@!attribute [rw] display_name

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

@!attribute [rw] trial_component_arn

The Amazon Resource Name (ARN) of the trial component.
@return [String]

@!attribute [rw] source

The Amazon Resource Name (ARN) and job type of the source of the
component.
@return [Types::TrialComponentSource]

@!attribute [rw] status

The status of the trial component.
@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] creation_time

When the component was created.
@return [Time]

@!attribute [rw] created_by

Information about the user who created or modified an experiment,
trial, or trial component.
@return [Types::UserContext]

@!attribute [rw] last_modified_time

When the component was last modified.
@return [Time]

@!attribute [rw] last_modified_by

Information about the user who created or modified an experiment,
trial, or trial component.
@return [Types::UserContext]

@!attribute [rw] parameters

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

@!attribute [rw] input_artifacts

The input artifacts of the component.
@return [Hash<String,Types::TrialComponentArtifact>]

@!attribute [rw] output_artifacts

The output artifacts of the component.
@return [Hash<String,Types::TrialComponentArtifact>]

@!attribute [rw] metrics

The metrics for the component.
@return [Array<Types::TrialComponentMetricSummary>]

@!attribute [rw] metadata_properties

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

@!attribute [rw] source_detail

Details of the source of the component.
@return [Types::TrialComponentSourceDetail]

@!attribute [rw] tags

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

@!attribute [rw] parents

An array of the parents of the component. A parent is a trial the
component is associated with and the experiment the trial is part
of. A component might not have any parents.
@return [Array<Types::Parent>]

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

Constants

SENSITIVE