Class ScalableInstanceCount

(experimental) A scalable sagemaker endpoint attribute.

Inheritance
System.Object
BaseScalableAttribute
ScalableInstanceCount
Inherited Members
Namespace: Amazon.CDK.AWS.Sagemaker.Alpha
Assembly: Amazon.CDK.AWS.Sagemaker.Alpha.dll
Syntax (csharp)
public class ScalableInstanceCount : BaseScalableAttribute
Syntax (vb)
Public Class ScalableInstanceCount
    Inherits BaseScalableAttribute
Remarks

Stability: Experimental

ExampleMetadata: infused

Examples
using Amazon.CDK.AWS.Sagemaker.Alpha;

Model model;


var variantName = "my-variant";
var endpointConfig = new EndpointConfig(this, "EndpointConfig", new EndpointConfigProps {
    InstanceProductionVariants = new [] { new InstanceProductionVariantProps {
        Model = model,
        VariantName = variantName
    } }
});

var endpoint = new Endpoint(this, "Endpoint", new EndpointProps { EndpointConfig = endpointConfig });
var productionVariant = endpoint.FindInstanceProductionVariant(variantName);
var instanceCount = productionVariant.AutoScaleInstanceCount(new EnableScalingProps {
    MaxCapacity = 3
});
instanceCount.ScaleOnInvocations("LimitRPS", new InvocationsScalingProps {
    MaxRequestsPerSecond = 30
});

Synopsis

Constructors

ScalableInstanceCount(ByRefValue)

Used by jsii to construct an instance of this class from a Javascript-owned object reference
ScalableInstanceCount(DeputyBase.DeputyProps)

Used by jsii to construct an instance of this class from DeputyProps
ScalableInstanceCount(Construct, String, IScalableInstanceCountProps)

(experimental) Constructs a new instance of the ScalableInstanceCount class.

Methods

ScaleOnInvocations(String, IInvocationsScalingProps)

(experimental) Scales in or out to achieve a target requests per second per instance.

Constructors

ScalableInstanceCount(ByRefValue)

Used by jsii to construct an instance of this class from a Javascript-owned object reference

protected ScalableInstanceCount(ByRefValue reference)
Parameters
reference Amazon.JSII.Runtime.Deputy.ByRefValue

The Javascript-owned object reference

ScalableInstanceCount(DeputyBase.DeputyProps)

Used by jsii to construct an instance of this class from DeputyProps

protected ScalableInstanceCount(DeputyBase.DeputyProps props)
Parameters
props Amazon.JSII.Runtime.Deputy.DeputyBase.DeputyProps

The deputy props

ScalableInstanceCount(Construct, String, IScalableInstanceCountProps)

(experimental) Constructs a new instance of the ScalableInstanceCount class.

public ScalableInstanceCount(Construct scope, string id, IScalableInstanceCountProps props)
Parameters
scope Constructs.Construct
id System.String
props IScalableInstanceCountProps
Remarks

Stability: Experimental

Methods

ScaleOnInvocations(String, IInvocationsScalingProps)

(experimental) Scales in or out to achieve a target requests per second per instance.

public virtual void ScaleOnInvocations(string id, IInvocationsScalingProps props)
Parameters
id System.String
props IInvocationsScalingProps
Remarks

Stability: Experimental