Class: Aws::SageMaker::Types::TrialComponent

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

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

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#created_byTypes::UserContext

Who created the trial component.

Returns:



44476
44477
44478
44479
44480
44481
44482
44483
44484
44485
44486
44487
44488
44489
44490
44491
44492
44493
44494
44495
44496
44497
44498
44499
44500
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 44476

class TrialComponent < Struct.new(
  :trial_component_name,
  :display_name,
  :trial_component_arn,
  :source,
  :status,
  :start_time,
  :end_time,
  :creation_time,
  :created_by,
  :last_modified_time,
  :last_modified_by,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metrics,
  :metadata_properties,
  :source_detail,
  :lineage_group_arn,
  :tags,
  :parents,
  :run_name)
  SENSITIVE = []
  include Aws::Structure
end

#creation_timeTime

When the component was created.

Returns:

  • (Time)


44476
44477
44478
44479
44480
44481
44482
44483
44484
44485
44486
44487
44488
44489
44490
44491
44492
44493
44494
44495
44496
44497
44498
44499
44500
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 44476

class TrialComponent < Struct.new(
  :trial_component_name,
  :display_name,
  :trial_component_arn,
  :source,
  :status,
  :start_time,
  :end_time,
  :creation_time,
  :created_by,
  :last_modified_time,
  :last_modified_by,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metrics,
  :metadata_properties,
  :source_detail,
  :lineage_group_arn,
  :tags,
  :parents,
  :run_name)
  SENSITIVE = []
  include Aws::Structure
end

#display_nameString

The name of the component as displayed. If DisplayName isn't specified, TrialComponentName is displayed.

Returns:

  • (String)


44476
44477
44478
44479
44480
44481
44482
44483
44484
44485
44486
44487
44488
44489
44490
44491
44492
44493
44494
44495
44496
44497
44498
44499
44500
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 44476

class TrialComponent < Struct.new(
  :trial_component_name,
  :display_name,
  :trial_component_arn,
  :source,
  :status,
  :start_time,
  :end_time,
  :creation_time,
  :created_by,
  :last_modified_time,
  :last_modified_by,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metrics,
  :metadata_properties,
  :source_detail,
  :lineage_group_arn,
  :tags,
  :parents,
  :run_name)
  SENSITIVE = []
  include Aws::Structure
end

#end_timeTime

When the component ended.

Returns:

  • (Time)


44476
44477
44478
44479
44480
44481
44482
44483
44484
44485
44486
44487
44488
44489
44490
44491
44492
44493
44494
44495
44496
44497
44498
44499
44500
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 44476

class TrialComponent < Struct.new(
  :trial_component_name,
  :display_name,
  :trial_component_arn,
  :source,
  :status,
  :start_time,
  :end_time,
  :creation_time,
  :created_by,
  :last_modified_time,
  :last_modified_by,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metrics,
  :metadata_properties,
  :source_detail,
  :lineage_group_arn,
  :tags,
  :parents,
  :run_name)
  SENSITIVE = []
  include Aws::Structure
end

#input_artifactsHash<String,Types::TrialComponentArtifact>

The input artifacts of the component.

Returns:



44476
44477
44478
44479
44480
44481
44482
44483
44484
44485
44486
44487
44488
44489
44490
44491
44492
44493
44494
44495
44496
44497
44498
44499
44500
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 44476

class TrialComponent < Struct.new(
  :trial_component_name,
  :display_name,
  :trial_component_arn,
  :source,
  :status,
  :start_time,
  :end_time,
  :creation_time,
  :created_by,
  :last_modified_time,
  :last_modified_by,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metrics,
  :metadata_properties,
  :source_detail,
  :lineage_group_arn,
  :tags,
  :parents,
  :run_name)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_byTypes::UserContext

Information about the user who created or modified an experiment, trial, trial component, lineage group, project, or model card.

Returns:



44476
44477
44478
44479
44480
44481
44482
44483
44484
44485
44486
44487
44488
44489
44490
44491
44492
44493
44494
44495
44496
44497
44498
44499
44500
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 44476

class TrialComponent < Struct.new(
  :trial_component_name,
  :display_name,
  :trial_component_arn,
  :source,
  :status,
  :start_time,
  :end_time,
  :creation_time,
  :created_by,
  :last_modified_time,
  :last_modified_by,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metrics,
  :metadata_properties,
  :source_detail,
  :lineage_group_arn,
  :tags,
  :parents,
  :run_name)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_timeTime

When the component was last modified.

Returns:

  • (Time)


44476
44477
44478
44479
44480
44481
44482
44483
44484
44485
44486
44487
44488
44489
44490
44491
44492
44493
44494
44495
44496
44497
44498
44499
44500
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 44476

class TrialComponent < Struct.new(
  :trial_component_name,
  :display_name,
  :trial_component_arn,
  :source,
  :status,
  :start_time,
  :end_time,
  :creation_time,
  :created_by,
  :last_modified_time,
  :last_modified_by,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metrics,
  :metadata_properties,
  :source_detail,
  :lineage_group_arn,
  :tags,
  :parents,
  :run_name)
  SENSITIVE = []
  include Aws::Structure
end

#lineage_group_arnString

The Amazon Resource Name (ARN) of the lineage group resource.

Returns:

  • (String)


44476
44477
44478
44479
44480
44481
44482
44483
44484
44485
44486
44487
44488
44489
44490
44491
44492
44493
44494
44495
44496
44497
44498
44499
44500
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 44476

class TrialComponent < Struct.new(
  :trial_component_name,
  :display_name,
  :trial_component_arn,
  :source,
  :status,
  :start_time,
  :end_time,
  :creation_time,
  :created_by,
  :last_modified_time,
  :last_modified_by,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metrics,
  :metadata_properties,
  :source_detail,
  :lineage_group_arn,
  :tags,
  :parents,
  :run_name)
  SENSITIVE = []
  include Aws::Structure
end

#metadata_propertiesTypes::MetadataProperties

Metadata properties of the tracking entity, trial, or trial component.



44476
44477
44478
44479
44480
44481
44482
44483
44484
44485
44486
44487
44488
44489
44490
44491
44492
44493
44494
44495
44496
44497
44498
44499
44500
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 44476

class TrialComponent < Struct.new(
  :trial_component_name,
  :display_name,
  :trial_component_arn,
  :source,
  :status,
  :start_time,
  :end_time,
  :creation_time,
  :created_by,
  :last_modified_time,
  :last_modified_by,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metrics,
  :metadata_properties,
  :source_detail,
  :lineage_group_arn,
  :tags,
  :parents,
  :run_name)
  SENSITIVE = []
  include Aws::Structure
end

#metricsArray<Types::TrialComponentMetricSummary>

The metrics for the component.



44476
44477
44478
44479
44480
44481
44482
44483
44484
44485
44486
44487
44488
44489
44490
44491
44492
44493
44494
44495
44496
44497
44498
44499
44500
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 44476

class TrialComponent < Struct.new(
  :trial_component_name,
  :display_name,
  :trial_component_arn,
  :source,
  :status,
  :start_time,
  :end_time,
  :creation_time,
  :created_by,
  :last_modified_time,
  :last_modified_by,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metrics,
  :metadata_properties,
  :source_detail,
  :lineage_group_arn,
  :tags,
  :parents,
  :run_name)
  SENSITIVE = []
  include Aws::Structure
end

#output_artifactsHash<String,Types::TrialComponentArtifact>

The output artifacts of the component.

Returns:



44476
44477
44478
44479
44480
44481
44482
44483
44484
44485
44486
44487
44488
44489
44490
44491
44492
44493
44494
44495
44496
44497
44498
44499
44500
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 44476

class TrialComponent < Struct.new(
  :trial_component_name,
  :display_name,
  :trial_component_arn,
  :source,
  :status,
  :start_time,
  :end_time,
  :creation_time,
  :created_by,
  :last_modified_time,
  :last_modified_by,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metrics,
  :metadata_properties,
  :source_detail,
  :lineage_group_arn,
  :tags,
  :parents,
  :run_name)
  SENSITIVE = []
  include Aws::Structure
end

#parametersHash<String,Types::TrialComponentParameterValue>

The hyperparameters of the component.

Returns:



44476
44477
44478
44479
44480
44481
44482
44483
44484
44485
44486
44487
44488
44489
44490
44491
44492
44493
44494
44495
44496
44497
44498
44499
44500
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 44476

class TrialComponent < Struct.new(
  :trial_component_name,
  :display_name,
  :trial_component_arn,
  :source,
  :status,
  :start_time,
  :end_time,
  :creation_time,
  :created_by,
  :last_modified_time,
  :last_modified_by,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metrics,
  :metadata_properties,
  :source_detail,
  :lineage_group_arn,
  :tags,
  :parents,
  :run_name)
  SENSITIVE = []
  include Aws::Structure
end

#parentsArray<Types::Parent>

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.

Returns:



44476
44477
44478
44479
44480
44481
44482
44483
44484
44485
44486
44487
44488
44489
44490
44491
44492
44493
44494
44495
44496
44497
44498
44499
44500
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 44476

class TrialComponent < Struct.new(
  :trial_component_name,
  :display_name,
  :trial_component_arn,
  :source,
  :status,
  :start_time,
  :end_time,
  :creation_time,
  :created_by,
  :last_modified_time,
  :last_modified_by,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metrics,
  :metadata_properties,
  :source_detail,
  :lineage_group_arn,
  :tags,
  :parents,
  :run_name)
  SENSITIVE = []
  include Aws::Structure
end

#run_nameString

The name of the experiment run.

Returns:

  • (String)


44476
44477
44478
44479
44480
44481
44482
44483
44484
44485
44486
44487
44488
44489
44490
44491
44492
44493
44494
44495
44496
44497
44498
44499
44500
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 44476

class TrialComponent < Struct.new(
  :trial_component_name,
  :display_name,
  :trial_component_arn,
  :source,
  :status,
  :start_time,
  :end_time,
  :creation_time,
  :created_by,
  :last_modified_time,
  :last_modified_by,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metrics,
  :metadata_properties,
  :source_detail,
  :lineage_group_arn,
  :tags,
  :parents,
  :run_name)
  SENSITIVE = []
  include Aws::Structure
end

#sourceTypes::TrialComponentSource

The Amazon Resource Name (ARN) and job type of the source of the component.



44476
44477
44478
44479
44480
44481
44482
44483
44484
44485
44486
44487
44488
44489
44490
44491
44492
44493
44494
44495
44496
44497
44498
44499
44500
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 44476

class TrialComponent < Struct.new(
  :trial_component_name,
  :display_name,
  :trial_component_arn,
  :source,
  :status,
  :start_time,
  :end_time,
  :creation_time,
  :created_by,
  :last_modified_time,
  :last_modified_by,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metrics,
  :metadata_properties,
  :source_detail,
  :lineage_group_arn,
  :tags,
  :parents,
  :run_name)
  SENSITIVE = []
  include Aws::Structure
end

#source_detailTypes::TrialComponentSourceDetail

Details of the source of the component.



44476
44477
44478
44479
44480
44481
44482
44483
44484
44485
44486
44487
44488
44489
44490
44491
44492
44493
44494
44495
44496
44497
44498
44499
44500
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 44476

class TrialComponent < Struct.new(
  :trial_component_name,
  :display_name,
  :trial_component_arn,
  :source,
  :status,
  :start_time,
  :end_time,
  :creation_time,
  :created_by,
  :last_modified_time,
  :last_modified_by,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metrics,
  :metadata_properties,
  :source_detail,
  :lineage_group_arn,
  :tags,
  :parents,
  :run_name)
  SENSITIVE = []
  include Aws::Structure
end

#start_timeTime

When the component started.

Returns:

  • (Time)


44476
44477
44478
44479
44480
44481
44482
44483
44484
44485
44486
44487
44488
44489
44490
44491
44492
44493
44494
44495
44496
44497
44498
44499
44500
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 44476

class TrialComponent < Struct.new(
  :trial_component_name,
  :display_name,
  :trial_component_arn,
  :source,
  :status,
  :start_time,
  :end_time,
  :creation_time,
  :created_by,
  :last_modified_time,
  :last_modified_by,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metrics,
  :metadata_properties,
  :source_detail,
  :lineage_group_arn,
  :tags,
  :parents,
  :run_name)
  SENSITIVE = []
  include Aws::Structure
end

#statusTypes::TrialComponentStatus

The status of the trial component.



44476
44477
44478
44479
44480
44481
44482
44483
44484
44485
44486
44487
44488
44489
44490
44491
44492
44493
44494
44495
44496
44497
44498
44499
44500
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 44476

class TrialComponent < Struct.new(
  :trial_component_name,
  :display_name,
  :trial_component_arn,
  :source,
  :status,
  :start_time,
  :end_time,
  :creation_time,
  :created_by,
  :last_modified_time,
  :last_modified_by,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metrics,
  :metadata_properties,
  :source_detail,
  :lineage_group_arn,
  :tags,
  :parents,
  :run_name)
  SENSITIVE = []
  include Aws::Structure
end

#tagsArray<Types::Tag>

The list of tags that are associated with the component. You can use Search API to search on the tags.

Returns:



44476
44477
44478
44479
44480
44481
44482
44483
44484
44485
44486
44487
44488
44489
44490
44491
44492
44493
44494
44495
44496
44497
44498
44499
44500
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 44476

class TrialComponent < Struct.new(
  :trial_component_name,
  :display_name,
  :trial_component_arn,
  :source,
  :status,
  :start_time,
  :end_time,
  :creation_time,
  :created_by,
  :last_modified_time,
  :last_modified_by,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metrics,
  :metadata_properties,
  :source_detail,
  :lineage_group_arn,
  :tags,
  :parents,
  :run_name)
  SENSITIVE = []
  include Aws::Structure
end

#trial_component_arnString

The Amazon Resource Name (ARN) of the trial component.

Returns:

  • (String)


44476
44477
44478
44479
44480
44481
44482
44483
44484
44485
44486
44487
44488
44489
44490
44491
44492
44493
44494
44495
44496
44497
44498
44499
44500
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 44476

class TrialComponent < Struct.new(
  :trial_component_name,
  :display_name,
  :trial_component_arn,
  :source,
  :status,
  :start_time,
  :end_time,
  :creation_time,
  :created_by,
  :last_modified_time,
  :last_modified_by,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metrics,
  :metadata_properties,
  :source_detail,
  :lineage_group_arn,
  :tags,
  :parents,
  :run_name)
  SENSITIVE = []
  include Aws::Structure
end

#trial_component_nameString

The name of the trial component.

Returns:

  • (String)


44476
44477
44478
44479
44480
44481
44482
44483
44484
44485
44486
44487
44488
44489
44490
44491
44492
44493
44494
44495
44496
44497
44498
44499
44500
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 44476

class TrialComponent < Struct.new(
  :trial_component_name,
  :display_name,
  :trial_component_arn,
  :source,
  :status,
  :start_time,
  :end_time,
  :creation_time,
  :created_by,
  :last_modified_time,
  :last_modified_by,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :metrics,
  :metadata_properties,
  :source_detail,
  :lineage_group_arn,
  :tags,
  :parents,
  :run_name)
  SENSITIVE = []
  include Aws::Structure
end