Class: Aws::SageMaker::Types::DescribeInferenceRecommendationsJobResponse

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::DescribeInferenceRecommendationsJobResponse

Defined in:

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

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #completion_time ⇒ Time

  A timestamp that shows when the job completed.

• #creation_time ⇒ Time

  A timestamp that shows when the job was created.

• #endpoint_performances ⇒ Array<Types::EndpointPerformance>

  The performance results from running an Inference Recommender job on an existing endpoint.

• #failure_reason ⇒ String

  If the job fails, provides information why the job failed.

• #inference_recommendations ⇒ Array<Types::InferenceRecommendation>

  The recommendations made by Inference Recommender.

• #input_config ⇒ Types::RecommendationJobInputConfig

  Returns information about the versioned model package Amazon Resource Name (ARN), the traffic pattern, and endpoint configurations you provided when you initiated the job.

• #job_arn ⇒ String

  The Amazon Resource Name (ARN) of the job.

• #job_description ⇒ String

  The job description that you provided when you initiated the job.

• #job_name ⇒ String

  The name of the job.

• #job_type ⇒ String

  The job type that you provided when you initiated the job.

• #last_modified_time ⇒ Time

  A timestamp that shows when the job was last modified.

• #role_arn ⇒ String

  The Amazon Resource Name (ARN) of the Amazon Web Services Identity and Access Management (IAM) role you provided when you initiated the job.

• #status ⇒ String

  The status of the job.

• #stopping_conditions ⇒ Types::RecommendationJobStoppingConditions

  The stopping conditions that you provided when you initiated the job.

Instance Attribute Details

#completion_time ⇒ Time

A timestamp that shows when the job completed.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21047

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#creation_time ⇒ Time

A timestamp that shows when the job was created.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21047

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#endpoint_performances ⇒ Array<Types::EndpointPerformance>

The performance results from running an Inference Recommender job on an existing endpoint.

Returns:

• (Array<Types::EndpointPerformance>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21047

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#failure_reason ⇒ String

If the job fails, provides information why the job failed.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21047

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#inference_recommendations ⇒ Array<Types::InferenceRecommendation>

The recommendations made by Inference Recommender.

Returns:

• (Array<Types::InferenceRecommendation>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21047

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#input_config ⇒ Types::RecommendationJobInputConfig

Returns information about the versioned model package Amazon Resource Name (ARN), the traffic pattern, and endpoint configurations you provided when you initiated the job.

Returns:

• (Types::RecommendationJobInputConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21047

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#job_arn ⇒ String

The Amazon Resource Name (ARN) of the job.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21047

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#job_description ⇒ String

The job description that you provided when you initiated the job.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21047

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#job_name ⇒ String

The name of the job. The name must be unique within an Amazon Web Services Region in the Amazon Web Services account.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21047

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#job_type ⇒ String

The job type that you provided when you initiated the job.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21047

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_time ⇒ Time

A timestamp that shows when the job was last modified.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21047

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#role_arn ⇒ String

The Amazon Resource Name (ARN) of the Amazon Web Services Identity and Access Management (IAM) role you provided when you initiated the job.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21047

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#status ⇒ String

The status of the job.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21047

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end

#stopping_conditions ⇒ Types::RecommendationJobStoppingConditions

The stopping conditions that you provided when you initiated the job.

Returns:

• (Types::RecommendationJobStoppingConditions)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 21047

class DescribeInferenceRecommendationsJobResponse < Struct.new(
  :job_name,
  :job_description,
  :job_type,
  :job_arn,
  :role_arn,
  :status,
  :creation_time,
  :completion_time,
  :last_modified_time,
  :failure_reason,
  :input_config,
  :stopping_conditions,
  :inference_recommendations,
  :endpoint_performances)
  SENSITIVE = []
  include Aws::Structure
end