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:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 39594

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)
  SENSITIVE = []
  include Aws::Structure
end

#creation_timeTime

When the component was created.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 39594

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)
  SENSITIVE = []
  include Aws::Structure
end

#display_nameString

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

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 39594

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)
  SENSITIVE = []
  include Aws::Structure
end

#end_timeTime

When the component ended.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 39594

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)
  SENSITIVE = []
  include Aws::Structure
end

#input_artifactsHash<String,Types::TrialComponentArtifact>

The input artifacts of the component.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 39594

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)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_byTypes::UserContext

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

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 39594

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)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_timeTime

When the component was last modified.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 39594

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)
  SENSITIVE = []
  include Aws::Structure
end

#lineage_group_arnString

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

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 39594

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)
  SENSITIVE = []
  include Aws::Structure
end

#metadata_propertiesTypes::MetadataProperties

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



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 39594

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)
  SENSITIVE = []
  include Aws::Structure
end

#metricsArray<Types::TrialComponentMetricSummary>

The metrics for the component.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 39594

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)
  SENSITIVE = []
  include Aws::Structure
end

#output_artifactsHash<String,Types::TrialComponentArtifact>

The output artifacts of the component.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 39594

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)
  SENSITIVE = []
  include Aws::Structure
end

#parametersHash<String,Types::TrialComponentParameterValue>

The hyperparameters of the component.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 39594

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)
  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:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 39594

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)
  SENSITIVE = []
  include Aws::Structure
end

#sourceTypes::TrialComponentSource

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



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 39594

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)
  SENSITIVE = []
  include Aws::Structure
end

#source_detailTypes::TrialComponentSourceDetail

Details of the source of the component.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 39594

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)
  SENSITIVE = []
  include Aws::Structure
end

#start_timeTime

When the component started.

Returns:

  • (Time)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 39594

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)
  SENSITIVE = []
  include Aws::Structure
end

#statusTypes::TrialComponentStatus

The status of the trial component.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 39594

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)
  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:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 39594

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)
  SENSITIVE = []
  include Aws::Structure
end

#trial_component_arnString

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

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 39594

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)
  SENSITIVE = []
  include Aws::Structure
end

#trial_component_nameString

The name of the trial component.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 39594

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)
  SENSITIVE = []
  include Aws::Structure
end