Package software.amazon.awscdk.services.sagemaker.alpha

Class ScalableInstanceCount

java.lang.Object
software.amazon.jsii.JsiiObject
software.constructs.Construct
software.amazon.awscdk.services.applicationautoscaling.BaseScalableAttribute
software.amazon.awscdk.services.sagemaker.alpha.ScalableInstanceCount
All Implemented Interfaces:
software.amazon.jsii.JsiiSerializable, software.constructs.IConstruct, software.constructs.IDependable
@Generated(value="jsii-pacmak/1.104.0 (build e79254c)", date="2024-11-06T23:25:19.196Z") @Stability(Experimental) public class ScalableInstanceCount extends BaseScalableAttribute
(experimental) A scalable sagemaker endpoint attribute.

Example: 

 import software.amazon.awscdk.services.sagemaker.alpha.*;
 Model model;
 String variantName = "my-variant";
 EndpointConfig endpointConfig = EndpointConfig.Builder.create(this, "EndpointConfig")
         .instanceProductionVariants(List.of(InstanceProductionVariantProps.builder()
                 .model(model)
                 .variantName(variantName)
                 .build()))
         .build();
 Endpoint endpoint = Endpoint.Builder.create(this, "Endpoint").endpointConfig(endpointConfig).build();
 IEndpointInstanceProductionVariant productionVariant = endpoint.findInstanceProductionVariant(variantName);
 ScalableInstanceCount instanceCount = productionVariant.autoScaleInstanceCount(EnableScalingProps.builder()
         .maxCapacity(3)
         .build());
 instanceCount.scaleOnInvocations("LimitRPS", InvocationsScalingProps.builder()
         .maxRequestsPerSecond(30)
         .build());

  • Nested Class Summary

    Nested Classes
    Modifier and Type
    Class
    Description
    static final class 
    ScalableInstanceCount.Builder
    (experimental) A fluent builder for ScalableInstanceCount.

    Nested classes/interfaces inherited from class software.amazon.jsii.JsiiObject

    software.amazon.jsii.JsiiObject.InitializationMode

    Nested classes/interfaces inherited from interface software.constructs.IConstruct

    software.constructs.IConstruct.Jsii$Default

  • Constructor Summary

    Constructors
    Modifier
    Constructor
    Description
    protected
    ScalableInstanceCount(software.amazon.jsii.JsiiObject.InitializationMode initializationMode)
     
    protected
    ScalableInstanceCount(software.amazon.jsii.JsiiObjectRef objRef)
     
     
    ScalableInstanceCount(software.constructs.Construct scope, String id, ScalableInstanceCountProps props)
    (experimental) Constructs a new instance of the ScalableInstanceCount class.

  • Method Summary

    Modifier and Type
    Method
    Description
    void
    scaleOnInvocations(String id, InvocationsScalingProps props)
    (experimental) Scales in or out to achieve a target requests per second per instance.

    Methods inherited from class software.amazon.awscdk.services.applicationautoscaling.BaseScalableAttribute

    doScaleOnMetric, doScaleOnSchedule, doScaleToTrackMetric, getProps

    Methods inherited from class software.constructs.Construct

    getNode, isConstruct, toString

    Methods inherited from class software.amazon.jsii.JsiiObject

    jsiiAsyncCall, jsiiAsyncCall, jsiiCall, jsiiCall, jsiiGet, jsiiGet, jsiiSet, jsiiStaticCall, jsiiStaticCall, jsiiStaticGet, jsiiStaticGet, jsiiStaticSet, jsiiStaticSet

    Methods inherited from class java.lang.Object

    clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

    Methods inherited from interface software.amazon.jsii.JsiiSerializable

    $jsii$toJson

  • Constructor Details

    • ScalableInstanceCount

      protected ScalableInstanceCount(software.amazon.jsii.JsiiObjectRef objRef)

    • ScalableInstanceCount

      protected ScalableInstanceCount(software.amazon.jsii.JsiiObject.InitializationMode initializationMode)

    • ScalableInstanceCount

      @Stability(Experimental) public ScalableInstanceCount(@NotNull software.constructs.Construct scope, @NotNull String id, @NotNull ScalableInstanceCountProps props)
      (experimental) Constructs a new instance of the ScalableInstanceCount class.

      Parameters:
      scope - This parameter is required.
      id - This parameter is required.
      props - This parameter is required.

  • Method Details

    • scaleOnInvocations

      @Stability(Experimental) public void scaleOnInvocations(@NotNull String id, @NotNull InvocationsScalingProps props)
      (experimental) Scales in or out to achieve a target requests per second per instance.

      Parameters:
      id - This parameter is required.
      props - This parameter is required.