interface ScaleInPolicyProperty

Language	Type name
.NET	`Amazon.CDK.AWS.Sagemaker.CfnEndpointConfig.ScaleInPolicyProperty`
Go	`github.com/aws/aws-cdk-go/awscdk/v2/awssagemaker#CfnEndpointConfig_ScaleInPolicyProperty`
Java	`software.amazon.awscdk.services.sagemaker.CfnEndpointConfig.ScaleInPolicyProperty`
Python	`aws_cdk.aws_sagemaker.CfnEndpointConfig.ScaleInPolicyProperty`
TypeScript	`aws-cdk-lib` » `aws_sagemaker` » `CfnEndpointConfig` » `ScaleInPolicyProperty`

Specifies how the endpoint releases instances when managed instance scaling scales in.

Example

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import { aws_sagemaker as sagemaker } from 'aws-cdk-lib';
const scaleInPolicyProperty: sagemaker.CfnEndpointConfig.ScaleInPolicyProperty = {
  strategy: 'strategy',

  // the properties below are optional
  cooldownInMinutes: 123,
  maximumStepSize: 123,
};

Properties

Name	Type	Description
strategy	`string`	The strategy for scaling in instances.
cooldownInMinutes?	`number`	The cooldown period, in minutes, after the last endpoint operation before the endpoint evaluates consolidation scale-in opportunities.
maximumStepSize?	`number`	The maximum number of instances that the endpoint can terminate at a time during a consolidation scale-in operation.

strategy

Type: string

The strategy for scaling in instances.

IDLE_RELEASE releases instances that have no hosted inference component copies. CONSOLIDATION consolidates inference component copies onto fewer instances to release more instances.

cooldownInMinutes?

Type: number (optional)

The cooldown period, in minutes, after the last endpoint operation before the endpoint evaluates consolidation scale-in opportunities.

Valid values are 5 to 1440. The default is 20.

maximumStepSize?

Type: number (optional)

The maximum number of instances that the endpoint can terminate at a time during a consolidation scale-in operation.

Valid values are 1 to 100. The default is 1.

AWS CDK