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.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#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.
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# 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_time ⇒ Time
When the component was created.
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# 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_name ⇒ String
The name of the component as displayed. If DisplayName
isn't
specified, TrialComponentName
is displayed.
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# 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_time ⇒ Time
When the component ended.
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# 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_artifacts ⇒ Hash<String,Types::TrialComponentArtifact>
The input artifacts of the component.
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# 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_by ⇒ Types::UserContext
Information about the user who created or modified an experiment, trial, trial component, lineage group, project, or model card.
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# 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_time ⇒ Time
When the component was last modified.
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# 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_arn ⇒ String
The Amazon Resource Name (ARN) of the lineage group resource.
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# 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_properties ⇒ Types::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 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 |
#metrics ⇒ Array<Types::TrialComponentMetricSummary>
The metrics for the component.
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# 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_artifacts ⇒ Hash<String,Types::TrialComponentArtifact>
The output artifacts of the component.
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# 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 |
#parameters ⇒ Hash<String,Types::TrialComponentParameterValue>
The hyperparameters of the component.
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# 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 |
#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.
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# 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_name ⇒ String
The name of the experiment run.
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# 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 ⇒ Types::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 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_detail ⇒ Types::TrialComponentSourceDetail
Details of the source of the component.
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# 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_time ⇒ Time
When the component started.
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# 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 |
#status ⇒ Types::TrialComponentStatus
The status of the trial component.
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# 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 |
#tags ⇒ Array<Types::Tag>
The list of tags that are associated with the component. You can use Search API to search on the tags.
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# 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_arn ⇒ String
The Amazon Resource Name (ARN) of the trial component.
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# 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_name ⇒ String
The name of the trial component.
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# 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 |