Class: Aws::SageMaker::Types::CreateInferenceRecommendationsJobRequest

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::CreateInferenceRecommendationsJobRequest

Defined in:

gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #input_config ⇒ Types::RecommendationJobInputConfig

  Provides information about the versioned model package Amazon Resource Name (ARN), the traffic pattern, and endpoint configurations.

• #job_description ⇒ String

  Description of the recommendation job.

• #job_name ⇒ String

  A name for the recommendation job.

• #job_type ⇒ String

  Defines the type of recommendation job.

• #output_config ⇒ Types::RecommendationJobOutputConfig

  Provides information about the output artifacts and the KMS key to use for Amazon S3 server-side encryption.

• #role_arn ⇒ String

  The Amazon Resource Name (ARN) of an IAM role that enables Amazon SageMaker to perform tasks on your behalf.

• #stopping_conditions ⇒ Types::RecommendationJobStoppingConditions

  A set of conditions for stopping a recommendation job.

• #tags ⇒ Array<Types::Tag>

  The metadata that you apply to Amazon Web Services resources to help you categorize and organize them.

Instance Attribute Details

#input_config ⇒ Types::RecommendationJobInputConfig

Provides information about the versioned model package Amazon Resource Name (ARN), the traffic pattern, and endpoint configurations.

Returns:

• (Types::RecommendationJobInputConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5877

class CreateInferenceRecommendationsJobRequest < Struct.new(
  :job_name,
  :job_type,
  :role_arn,
  :input_config,
  :job_description,
  :stopping_conditions,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#job_description ⇒ String

Description of the recommendation job.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5877

class CreateInferenceRecommendationsJobRequest < Struct.new(
  :job_name,
  :job_type,
  :role_arn,
  :input_config,
  :job_description,
  :stopping_conditions,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#job_name ⇒ String

A name for the recommendation job. The name must be unique within the Amazon Web Services Region and within your Amazon Web Services account.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5877

class CreateInferenceRecommendationsJobRequest < Struct.new(
  :job_name,
  :job_type,
  :role_arn,
  :input_config,
  :job_description,
  :stopping_conditions,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#job_type ⇒ String

Defines the type of recommendation job. Specify Default to initiate an instance recommendation and Advanced to initiate a load test. If left unspecified, Amazon SageMaker Inference Recommender will run an instance recommendation (DEFAULT) job.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5877

class CreateInferenceRecommendationsJobRequest < Struct.new(
  :job_name,
  :job_type,
  :role_arn,
  :input_config,
  :job_description,
  :stopping_conditions,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#output_config ⇒ Types::RecommendationJobOutputConfig

Provides information about the output artifacts and the KMS key to use for Amazon S3 server-side encryption.

Returns:

• (Types::RecommendationJobOutputConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5877

class CreateInferenceRecommendationsJobRequest < Struct.new(
  :job_name,
  :job_type,
  :role_arn,
  :input_config,
  :job_description,
  :stopping_conditions,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#role_arn ⇒ String

The Amazon Resource Name (ARN) of an IAM role that enables Amazon SageMaker to perform tasks on your behalf.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5877

class CreateInferenceRecommendationsJobRequest < Struct.new(
  :job_name,
  :job_type,
  :role_arn,
  :input_config,
  :job_description,
  :stopping_conditions,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#stopping_conditions ⇒ Types::RecommendationJobStoppingConditions

A set of conditions for stopping a recommendation job. If any of the conditions are met, the job is automatically stopped.

Returns:

• (Types::RecommendationJobStoppingConditions)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5877

class CreateInferenceRecommendationsJobRequest < Struct.new(
  :job_name,
  :job_type,
  :role_arn,
  :input_config,
  :job_description,
  :stopping_conditions,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#tags ⇒ Array<Types::Tag>

The metadata that you apply to Amazon Web Services resources to help you categorize and organize them. Each tag consists of a key and a value, both of which you define. For more information, see Tagging Amazon Web Services Resources in the Amazon Web Services General Reference.

Returns:

• (Array<Types::Tag>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5877

class CreateInferenceRecommendationsJobRequest < Struct.new(
  :job_name,
  :job_type,
  :role_arn,
  :input_config,
  :job_description,
  :stopping_conditions,
  :output_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end