aws-cdk-lib.aws_sagemaker.CfnInferenceExperiment.ShadowModeConfigProperty

interface ShadowModeConfigProperty

LanguageType name
.NETAmazon.CDK.AWS.Sagemaker.CfnInferenceExperiment.ShadowModeConfigProperty
Gogithub.com/aws/aws-cdk-go/awscdk/v2/awssagemaker#CfnInferenceExperiment_ShadowModeConfigProperty
Javasoftware.amazon.awscdk.services.sagemaker.CfnInferenceExperiment.ShadowModeConfigProperty
Pythonaws_cdk.aws_sagemaker.CfnInferenceExperiment.ShadowModeConfigProperty
TypeScript aws-cdk-lib » aws_sagemaker » CfnInferenceExperiment » ShadowModeConfigProperty

The configuration of ShadowMode inference experiment type, which specifies a production variant to take all the inference requests, and a shadow variant to which Amazon SageMaker replicates a percentage of the inference requests.

For the shadow variant it also specifies the percentage of requests that Amazon SageMaker replicates.

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 shadowModeConfigProperty: sagemaker.CfnInferenceExperiment.ShadowModeConfigProperty = {
  shadowModelVariants: [{
    samplingPercentage: 123,
    shadowModelVariantName: 'shadowModelVariantName',
  }],
  sourceModelVariantName: 'sourceModelVariantName',
};

Properties

NameTypeDescription
shadowModelVariantsIResolvable | IResolvable | ShadowModelVariantConfigProperty[]List of shadow variant configurations.
sourceModelVariantNamestringThe name of the production variant, which takes all the inference requests.

shadowModelVariants

Type: IResolvable | IResolvable | ShadowModelVariantConfigProperty[]

List of shadow variant configurations.


sourceModelVariantName

Type: string

The name of the production variant, which takes all the inference requests.