Package software.amazon.awscdk.services.stepfunctions.tasks

Interface SageMakerCreateEndpointConfigProps

All Superinterfaces:

software.amazon.jsii.JsiiSerializable, TaskStateBaseProps

All Known Implementing Classes:

SageMakerCreateEndpointConfigProps.Jsii$Proxy

@Generated(value="jsii-pacmak/1.98.0 (build 00b106d)",
           date="2024-05-08T21:35:14.623Z")
@Stability(Stable)
public interface SageMakerCreateEndpointConfigProps
extends software.amazon.jsii.JsiiSerializable, TaskStateBaseProps

Properties for creating an Amazon SageMaker endpoint configuration.

Example:

 SageMakerCreateEndpointConfig.Builder.create(this, "SagemakerEndpointConfig")
         .endpointConfigName("MyEndpointConfig")
         .productionVariants(List.of(ProductionVariant.builder()
                 .initialInstanceCount(2)
                 .instanceType(InstanceType.of(InstanceClass.M5, InstanceSize.XLARGE))
                 .modelName("MyModel")
                 .variantName("awesome-variant")
                 .build()))
         .build();
 

See Also:

• https://docs.aws.amazon.com/step-functions/latest/dg/connect-sagemaker.html

Nested Class Summary

Nested Classes

Modifier and Type	Interface	Description
static final class	SageMakerCreateEndpointConfigProps.Builder	A builder for SageMakerCreateEndpointConfigProps
static final class	SageMakerCreateEndpointConfigProps.Jsii$Proxy	An implementation for SageMakerCreateEndpointConfigProps

Method Summary

Modifier and Type	Method	Description
static SageMakerCreateEndpointConfigProps.Builder	builder()
String	getEndpointConfigName()	The name of the endpoint configuration.
default IKey	getKmsKey()	AWS Key Management Service key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint.
List<ProductionVariant>	getProductionVariants()	An list of ProductionVariant objects, one for each model that you want to host at this endpoint.
default TaskInput	getTags()	Tags to be applied to the endpoint configuration.

Methods inherited from interface software.amazon.jsii.JsiiSerializable

$jsii$toJson

Methods inherited from interface software.amazon.awscdk.services.stepfunctions.TaskStateBaseProps

getComment, getCredentials, getHeartbeat, getHeartbeatTimeout, getInputPath, getIntegrationPattern, getOutputPath, getResultPath, getResultSelector, getStateName, getTaskTimeout, getTimeout

Method Details

getEndpointConfigName

@Stability(Stable)
@NotNull
String getEndpointConfigName()

The name of the endpoint configuration.

getProductionVariants

@Stability(Stable)
@NotNull
List<ProductionVariant> getProductionVariants()

An list of ProductionVariant objects, one for each model that you want to host at this endpoint.

Identifies a model that you want to host and the resources to deploy for hosting it. If you are deploying multiple models, tell Amazon SageMaker how to distribute traffic among the models by specifying variant weights.

getKmsKey

@Stability(Stable)
@Nullable
default IKey getKmsKey()

AWS Key Management Service key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint.

Default: - None

getTags

@Stability(Stable)
@Nullable
default TaskInput getTags()

Tags to be applied to the endpoint configuration.

Default: - No tags

builder

@Stability(Stable)
static SageMakerCreateEndpointConfigProps.Builder builder()

Returns:

a SageMakerCreateEndpointConfigProps.Builder of SageMakerCreateEndpointConfigProps