Class: Aws::SageMaker::Types::GetScalingConfigurationRecommendationResponse

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::GetScalingConfigurationRecommendationResponse

Defined in:

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

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #dynamic_scaling_configuration ⇒ Types::DynamicScalingConfiguration

  An object with the recommended values for you to specify when creating an autoscaling policy.

• #endpoint_name ⇒ String

  The name of an endpoint benchmarked during a previously completed Inference Recommender job.

• #inference_recommendations_job_name ⇒ String

  The name of a previously completed Inference Recommender job.

• #metric ⇒ Types::ScalingPolicyMetric

  An object with a list of metrics that were benchmarked during the previously completed Inference Recommender job.

• #recommendation_id ⇒ String

  The recommendation ID of a previously completed inference recommendation.

• #scaling_policy_objective ⇒ Types::ScalingPolicyObjective

  An object representing the anticipated traffic pattern for an endpoint that you specified in the request.

• #target_cpu_utilization_per_core ⇒ Integer

  The percentage of how much utilization you want an instance to use before autoscaling, which you specified in the request.

Instance Attribute Details

#dynamic_scaling_configuration ⇒ Types::DynamicScalingConfiguration

An object with the recommended values for you to specify when creating an autoscaling policy.

Returns:

• (Types::DynamicScalingConfiguration)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 28657

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

#endpoint_name ⇒ String

The name of an endpoint benchmarked during a previously completed Inference Recommender job.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 28657

class GetScalingConfigurationRecommendationResponse < Struct.new(
  :inference_recommendations_job_name,
  :recommendation_id,
  :endpoint_name,
  :target_cpu_utilization_per_core,
  :scaling_policy_objective,
  :metric,
  :dynamic_scaling_configuration)
  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 28657

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

#metric ⇒ Types::ScalingPolicyMetric

An object with a list of metrics that were benchmarked during the previously completed Inference Recommender job.

Returns:

• (Types::ScalingPolicyMetric)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 28657

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

#recommendation_id ⇒ String

The recommendation ID of a previously completed inference recommendation.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 28657

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

#scaling_policy_objective ⇒ Types::ScalingPolicyObjective

An object representing the anticipated traffic pattern for an endpoint that you specified in the request.

Returns:

• (Types::ScalingPolicyObjective)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 28657

class GetScalingConfigurationRecommendationResponse < Struct.new(
  :inference_recommendations_job_name,
  :recommendation_id,
  :endpoint_name,
  :target_cpu_utilization_per_core,
  :scaling_policy_objective,
  :metric,
  :dynamic_scaling_configuration)
  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, which you specified in the request. The default value is 50%.

Returns:

• (Integer)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 28657

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