@aws-cdk/aws-sagemaker-alpha.EndpointConfigProps

Experimental

@aws-cdk/aws-sagemaker-alpha is an experimental (alpha) package: its API may change in any release, without a major version bump.

EndpointConfigProps Struct

Construction properties for a SageMaker EndpointConfig.

EndpointConfigProps

used as props by

• EndpointConfig

Stability

Experimental

Source

lib/endpoint-config.ts

Example

import * as sagemaker from '@aws-cdk/aws-sagemaker-alpha';

declare const modelA: sagemaker.Model;
declare const modelB: sagemaker.Model;

const endpointConfig = new sagemaker.EndpointConfig(this, 'EndpointConfig', {
  instanceProductionVariants: [
    {
      model: modelA,
      variantName: 'modelA',
      initialVariantWeight: 2.0,
    },
    {
      model: modelB,
      variantName: 'variantB',
      initialVariantWeight: 1.0,
    },
  ]
});

Properties

encryptionKey?optionalIKeyRefencryption_key?optionalIKeyRefencryptionKey?optionalIKeyRefEncryptionKey?optionalIKeyRefEncryptionKey?optionalIKeyRef= none#

Optional KMS encryption key associated with this stream.

endpointConfigName?optionalstringendpoint_config_name?optionalstrendpointConfigName?optionalStringEndpointConfigName?optionalstringEndpointConfigName?optional*string#

Name of the endpoint configuration.

Default: AWS CloudFormation generates a unique physical ID and uses that ID for the endpoint configuration's name.

instanceProductionVariants?optionalInstanceProductionVariantProps[]instance_production_variants?optionaltyping.List[InstanceProductionVariantProps]instanceProductionVariants?optionalList<InstanceProductionVariantProps>InstanceProductionVariants?optionalInstanceProductionVariantProps[]InstanceProductionVariants?optional*[]InstanceProductionVariantProps= none#

A list of instance production variants. You can always add more variants later by calling `EndpointConfig#addInstanceProductionVariant`.

Cannot be specified if serverlessProductionVariant is specified.

serverlessProductionVariant?optionalServerlessProductionVariantPropsserverless_production_variant?optionalServerlessProductionVariantPropsserverlessProductionVariant?optionalServerlessProductionVariantPropsServerlessProductionVariant?optionalServerlessProductionVariantPropsServerlessProductionVariant?optionalServerlessProductionVariantProps= none#

A serverless production variant. Serverless endpoints automatically launch compute resources and scale them in and out depending on traffic.

Cannot be specified if instanceProductionVariants is specified.