Package software.amazon.awscdk.services.sagemaker

Interface CfnInferenceExperiment.ShadowModeConfigProperty

All Superinterfaces:

software.amazon.jsii.JsiiSerializable

All Known Implementing Classes:

CfnInferenceExperiment.ShadowModeConfigProperty.Jsii$Proxy

Enclosing class:

CfnInferenceExperiment

@Stability(Stable)
public static interface CfnInferenceExperiment.ShadowModeConfigProperty
extends software.amazon.jsii.JsiiSerializable

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 software.amazon.awscdk.services.sagemaker.*;
 ShadowModeConfigProperty shadowModeConfigProperty = ShadowModeConfigProperty.builder()
         .shadowModelVariants(List.of(ShadowModelVariantConfigProperty.builder()
                 .samplingPercentage(123)
                 .shadowModelVariantName("shadowModelVariantName")
                 .build()))
         .sourceModelVariantName("sourceModelVariantName")
         .build();
 

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-shadowmodeconfig.html

Nested Class Summary

Nested Classes

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

Method Summary

Modifier and Type	Method	Description
static CfnInferenceExperiment.ShadowModeConfigProperty.Builder	builder()
Object	getShadowModelVariants()	List of shadow variant configurations.
String	getSourceModelVariantName()	The name of the production variant, which takes all the inference requests.

Methods inherited from interface software.amazon.jsii.JsiiSerializable

$jsii$toJson

Method Details

getShadowModelVariants

@Stability(Stable)
@NotNull
Object getShadowModelVariants()

List of shadow variant configurations.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-shadowmodeconfig.html#cfn-sagemaker-inferenceexperiment-shadowmodeconfig-shadowmodelvariants

getSourceModelVariantName

@Stability(Stable)
@NotNull
String getSourceModelVariantName()

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-inferenceexperiment-shadowmodeconfig.html#cfn-sagemaker-inferenceexperiment-shadowmodeconfig-sourcemodelvariantname

builder

@Stability(Stable)
static CfnInferenceExperiment.ShadowModeConfigProperty.Builder builder()

Returns:

a CfnInferenceExperiment.ShadowModeConfigProperty.Builder of CfnInferenceExperiment.ShadowModeConfigProperty