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

Inherits:

Struct

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

Defined in:

gems/aws-sdk-sagemaker/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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 19979

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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 19979

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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 19979

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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 19979

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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 19979

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