Class: Aws::SageMaker::Types::CreateTrialComponentRequest

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::CreateTrialComponentRequest

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

Note:

When making an API call, you may pass CreateTrialComponentRequest data as a hash:

{
  trial_component_name: "ExperimentEntityName", # required
  display_name: "ExperimentEntityName",
  status: {
    primary_status: "InProgress", # accepts InProgress, Completed, Failed
    message: "TrialComponentStatusMessage",
  },
  start_time: Time.now,
  end_time: Time.now,
  parameters: {
    "TrialComponentKey256" => {
      string_value: "StringParameterValue",
      number_value: 1.0,
    },
  },
  input_artifacts: {
    "TrialComponentKey64" => {
      media_type: "MediaType",
      value: "TrialComponentArtifactValue", # required
    },
  },
  output_artifacts: {
    "TrialComponentKey64" => {
      media_type: "MediaType",
      value: "TrialComponentArtifactValue", # required
    },
  },
  tags: [
    {
      key: "TagKey", # required
      value: "TagValue", # required
    },
  ],
}

See Also:

• AWS API Documentation

Instance Attribute Summary

• #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 for the component.

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

  The output artifacts for the component.

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

  The hyperparameters for the component.

• #start_time ⇒ Time

  When the component started.

• #status ⇒ Types::TrialComponentStatus

  The status of the component.

• #tags ⇒ Array<Types::Tag>

  A list of tags to associate with the component.

• #trial_component_name ⇒ String

  The name of the component.

Instance Attribute Details

#display_name ⇒ String

The name of the component as displayed. The name doesn’t need to be unique. If ‘DisplayName` isn’t specified, ‘TrialComponentName` is displayed.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 4983

class CreateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :tags)
  include Aws::Structure
end

#end_time ⇒ Time

When the component ended.

Returns:

• (Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 4983

class CreateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :tags)
  include Aws::Structure
end

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

The input artifacts for the component. Examples of input artifacts are datasets, algorithms, hyperparameters, source code, and instance types.

Returns:

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

# File 'lib/aws-sdk-sagemaker/types.rb', line 4983

class CreateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :tags)
  include Aws::Structure
end

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

The output artifacts for the component. Examples of output artifacts are metrics, snapshots, logs, and images.

Returns:

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

# File 'lib/aws-sdk-sagemaker/types.rb', line 4983

class CreateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :tags)
  include Aws::Structure
end

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

The hyperparameters for the component.

Returns:

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

# File 'lib/aws-sdk-sagemaker/types.rb', line 4983

class CreateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :tags)
  include Aws::Structure
end

#start_time ⇒ Time

When the component started.

Returns:

• (Time)

# File 'lib/aws-sdk-sagemaker/types.rb', line 4983

class CreateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :tags)
  include Aws::Structure
end

#status ⇒ Types::TrialComponentStatus

The status of the component. States include:

• InProgress

• Completed

• Failed

Returns:

• (Types::TrialComponentStatus)

# File 'lib/aws-sdk-sagemaker/types.rb', line 4983

class CreateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :tags)
  include Aws::Structure
end

#tags ⇒ Array<Types::Tag>

A list of tags to associate with the component. You can use Search API to search on the tags.

Returns:

• (Array<Types::Tag>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 4983

class CreateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :tags)
  include Aws::Structure
end

#trial_component_name ⇒ String

The name of the component. The name must be unique in your AWS account and is not case-sensitive.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 4983

class CreateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :input_artifacts,
  :output_artifacts,
  :tags)
  include Aws::Structure
end