Class: Aws::SageMaker::Types::GetScalingConfigurationRecommendationRequest

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::GetScalingConfigurationRecommendationRequest

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #endpoint_name ⇒ String

  The name of an endpoint benchmarked during a previously completed inference recommendation job.

• #inference_recommendations_job_name ⇒ String

  The name of a previously completed Inference Recommender job.

• #recommendation_id ⇒ String

  The recommendation ID of a previously completed inference recommendation.

• #scaling_policy_objective ⇒ Types::ScalingPolicyObjective

  An object where you specify the anticipated traffic pattern for an endpoint.

• #target_cpu_utilization_per_core ⇒ Integer

  The percentage of how much utilization you want an instance to use before autoscaling.

Instance Attribute Details

#endpoint_name ⇒ String

The name of an endpoint benchmarked during a previously completed inference recommendation job. This name should come from one of the recommendations returned by the job specified in the ‘InferenceRecommendationsJobName` field.

Specify either this field or the ‘RecommendationId` field.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 22440

class GetScalingConfigurationRecommendationRequest < Struct.new(
  :inference_recommendations_job_name,
  :recommendation_id,
  :endpoint_name,
  :target_cpu_utilization_per_core,
  :scaling_policy_objective)
  SENSITIVE = []
  include Aws::Structure
end

#inference_recommendations_job_name ⇒ String

The name of a previously completed Inference Recommender job.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 22440

class GetScalingConfigurationRecommendationRequest < Struct.new(
  :inference_recommendations_job_name,
  :recommendation_id,
  :endpoint_name,
  :target_cpu_utilization_per_core,
  :scaling_policy_objective)
  SENSITIVE = []
  include Aws::Structure
end

#recommendation_id ⇒ String

The recommendation ID of a previously completed inference recommendation. This ID should come from one of the recommendations returned by the job specified in the ‘InferenceRecommendationsJobName` field.

Specify either this field or the ‘EndpointName` field.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 22440

class GetScalingConfigurationRecommendationRequest < Struct.new(
  :inference_recommendations_job_name,
  :recommendation_id,
  :endpoint_name,
  :target_cpu_utilization_per_core,
  :scaling_policy_objective)
  SENSITIVE = []
  include Aws::Structure
end

#scaling_policy_objective ⇒ Types::ScalingPolicyObjective

An object where you specify the anticipated traffic pattern for an endpoint.

Returns:

• (Types::ScalingPolicyObjective)

# File 'lib/aws-sdk-sagemaker/types.rb', line 22440

class GetScalingConfigurationRecommendationRequest < Struct.new(
  :inference_recommendations_job_name,
  :recommendation_id,
  :endpoint_name,
  :target_cpu_utilization_per_core,
  :scaling_policy_objective)
  SENSITIVE = []
  include Aws::Structure
end

#target_cpu_utilization_per_core ⇒ Integer

The percentage of how much utilization you want an instance to use before autoscaling. The default value is 50%.

Returns:

• (Integer)

# File 'lib/aws-sdk-sagemaker/types.rb', line 22440

class GetScalingConfigurationRecommendationRequest < Struct.new(
  :inference_recommendations_job_name,
  :recommendation_id,
  :endpoint_name,
  :target_cpu_utilization_per_core,
  :scaling_policy_objective)
  SENSITIVE = []
  include Aws::Structure
end