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

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::TrialComponent

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.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #created_by ⇒ Types::UserContext

  Who created the trial component.

• #creation_time ⇒ Time

  When the component was created.

• #display_name ⇒ String

  The name of the component as displayed.

• #end_time ⇒ Time

  When the component ended.

• #input_artifacts ⇒ Hash<String,Types::TrialComponentArtifact>

  The input artifacts of the component.

• #last_modified_by ⇒ Types::UserContext

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

• #last_modified_time ⇒ Time

  When the component was last modified.

• #lineage_group_arn ⇒ String

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

• #metadata_properties ⇒ Types::MetadataProperties

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

• #metrics ⇒ Array<Types::TrialComponentMetricSummary>

  The metrics for the component.

• #output_artifacts ⇒ Hash<String,Types::TrialComponentArtifact>

  The output artifacts of the component.

• #parameters ⇒ Hash<String,Types::TrialComponentParameterValue>

  The hyperparameters of the component.

• #parents ⇒ Array<Types::Parent>

  An array of the parents of the component.

• #run_name ⇒ String

  The name of the experiment run.

• #source ⇒ Types::TrialComponentSource

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

• #source_detail ⇒ Types::TrialComponentSourceDetail

  Details of the source of the component.

• #start_time ⇒ Time

  When the component started.

• #status ⇒ Types::TrialComponentStatus

  The status of the trial component.

• #tags ⇒ Array<Types::Tag>

  The list of tags that are associated with the component.

• #trial_component_arn ⇒ String

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

• #trial_component_name ⇒ String

  The name of the trial component.

Instance Attribute Details

#created_by ⇒ Types::UserContext

Who created the trial component.

Returns:

• (Types::UserContext)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42176

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_time ⇒ Time

When the component was created.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42176

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_name ⇒ String

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

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42176

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_time ⇒ Time

When the component ended.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42176

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_artifacts ⇒ Hash<String,Types::TrialComponentArtifact>

The input artifacts of the component.

Returns:

• (Hash<String,Types::TrialComponentArtifact>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42176

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_by ⇒ Types::UserContext

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

Returns:

• (Types::UserContext)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42176

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_time ⇒ Time

When the component was last modified.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42176

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_arn ⇒ String

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

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42176

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_properties ⇒ Types::MetadataProperties

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

Returns:

• (Types::MetadataProperties)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42176

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

#metrics ⇒ Array<Types::TrialComponentMetricSummary>

The metrics for the component.

Returns:

• (Array<Types::TrialComponentMetricSummary>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42176

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_artifacts ⇒ Hash<String,Types::TrialComponentArtifact>

The output artifacts of the component.

Returns:

• (Hash<String,Types::TrialComponentArtifact>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42176

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

#parameters ⇒ Hash<String,Types::TrialComponentParameterValue>

The hyperparameters of the component.

Returns:

• (Hash<String,Types::TrialComponentParameterValue>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42176

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

#parents ⇒ Array<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:

• (Array<Types::Parent>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42176

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_name ⇒ String

The name of the experiment run.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42176

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 ⇒ Types::TrialComponentSource

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

Returns:

• (Types::TrialComponentSource)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42176

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_detail ⇒ Types::TrialComponentSourceDetail

Details of the source of the component.

Returns:

• (Types::TrialComponentSourceDetail)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42176

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_time ⇒ Time

When the component started.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42176

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

#status ⇒ Types::TrialComponentStatus

The status of the trial component.

Returns:

• (Types::TrialComponentStatus)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42176

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

#tags ⇒ Array<Types::Tag>

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

Returns:

• (Array<Types::Tag>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42176

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_arn ⇒ String

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

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42176

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_name ⇒ String

The name of the trial component.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 42176

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