Package software.amazon.awscdk.cfnpropertymixins.services.sagemaker

Class CfnAIWorkloadConfigPropsMixin

java.lang.Object

software.amazon.jsii.JsiiObject

software.amazon.awscdk.Mixin

software.amazon.awscdk.cfnpropertymixins.services.sagemaker.CfnAIWorkloadConfigPropsMixin

All Implemented Interfaces:

software.amazon.jsii.JsiiSerializable, software.constructs.IMixin

@Generated(value="jsii-pacmak/1.140.0 (build 79fd58c)",
           date="2026-09-30T11:05:18.104Z")
@Stability(Stable)
public class CfnAIWorkloadConfigPropsMixin
extends Mixin
implements software.constructs.IMixin

Resource Type definition for AWS::SageMaker::AIWorkloadConfig.

A reusable AI workload configuration that defines datasets, data sources and benchmark tool settings for consistent performance testing of generative AI inference deployments on Amazon SageMaker AI.

Example:

 // The code below shows an example of how to instantiate this type.
 // The values are placeholders you should change.
 import software.amazon.awscdk.cfnpropertymixins.services.sagemaker.*;
 import software.amazon.awscdk.*;
 IMergeStrategy mergeStrategy;
 CfnAIWorkloadConfigPropsMixin cfnAIWorkloadConfigPropsMixin = CfnAIWorkloadConfigPropsMixin.Builder.create(CfnAIWorkloadConfigMixinProps.builder()
         .aiWorkloadConfigName("aiWorkloadConfigName")
         .aiWorkloadConfigs(AIWorkloadConfigsProperty.builder()
                 .workloadSpec(WorkloadSpecProperty.builder()
                         .inline("inline")
                         .build())
                 .build())
         .datasetConfig(AIDatasetConfigProperty.builder()
                 .inputDataConfig(List.of(AIWorkloadInputDataConfigProperty.builder()
                         .channelName("channelName")
                         .dataSource(AIWorkloadDataSourceProperty.builder()
                                 .s3DataSource(AIWorkloadS3DataSourceProperty.builder()
                                         .s3Uri("s3Uri")
                                         .build())
                                 .build())
                         .build()))
                 .build())
         .tags(List.of(CfnTag.builder()
                 .key("key")
                 .value("value")
                 .build()))
         .build())
 .strategy(mergeStrategy)
 .build();
 

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-aiworkloadconfig.html

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static interface	CfnAIWorkloadConfigPropsMixin.AIDatasetConfigProperty	The dataset configuration for an AI workload.
static interface	CfnAIWorkloadConfigPropsMixin.AIWorkloadConfigsProperty	The benchmark tool configuration for an AI workload.
static interface	CfnAIWorkloadConfigPropsMixin.AIWorkloadDataSourceProperty	The data source for an AI workload input data channel.
static interface	CfnAIWorkloadConfigPropsMixin.AIWorkloadInputDataConfigProperty	A channel of input data for an AI workload configuration.
static interface	CfnAIWorkloadConfigPropsMixin.AIWorkloadS3DataSourceProperty	The Amazon S3 data source for an AI workload.
static final class	CfnAIWorkloadConfigPropsMixin.Builder	A fluent builder for CfnAIWorkloadConfigPropsMixin.
static interface	CfnAIWorkloadConfigPropsMixin.WorkloadSpecProperty	The workload specification for benchmark tool configuration.

Nested classes/interfaces inherited from class software.amazon.jsii.JsiiObject

software.amazon.jsii.JsiiObject.InitializationMode

Nested classes/interfaces inherited from interface software.constructs.IMixin

software.constructs.IMixin.Jsii$Default, software.constructs.IMixin.Jsii$Proxy

Field Summary

Fields

Modifier and Type	Field	Description
protected static final List<String>	CFN_PROPERTY_KEYS

Constructor Summary

Constructors

Modifier	Constructor	Description
	CfnAIWorkloadConfigPropsMixin(CfnAIWorkloadConfigMixinProps props)	Create a mixin to apply properties to AWS::SageMaker::AIWorkloadConfig.
	CfnAIWorkloadConfigPropsMixin(CfnAIWorkloadConfigMixinProps props, CfnPropertyMixinOptions options)	Create a mixin to apply properties to AWS::SageMaker::AIWorkloadConfig.
protected	CfnAIWorkloadConfigPropsMixin(software.amazon.jsii.JsiiObject.InitializationMode initializationMode)
protected	CfnAIWorkloadConfigPropsMixin(software.amazon.jsii.JsiiObjectRef objRef)

Method Summary

Modifier and Type	Method	Description
void	applyTo(software.constructs.IConstruct construct)	Apply the mixin properties to the construct.
protected CfnAIWorkloadConfigMixinProps	getProps()
protected IMergeStrategy	getStrategy()
Boolean	supports(software.constructs.IConstruct construct)	Check if this mixin supports the given construct.

Methods inherited from class software.amazon.awscdk.Mixin

isMixin

Methods inherited from class software.amazon.jsii.JsiiObject

jsiiAsyncCall, jsiiAsyncCall, jsiiCall, jsiiCall, jsiiGet, jsiiGet, jsiiSet, jsiiStaticCall, jsiiStaticCall, jsiiStaticGet, jsiiStaticGet, jsiiStaticSet, jsiiStaticSet

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface software.amazon.jsii.JsiiSerializable

$jsii$toJson

Field Details

CFN_PROPERTY_KEYS

@Stability(Stable)
protected static final List<String> CFN_PROPERTY_KEYS

Constructor Details

CfnAIWorkloadConfigPropsMixin

protected CfnAIWorkloadConfigPropsMixin(software.amazon.jsii.JsiiObjectRef objRef)

CfnAIWorkloadConfigPropsMixin

protected CfnAIWorkloadConfigPropsMixin(software.amazon.jsii.JsiiObject.InitializationMode initializationMode)

CfnAIWorkloadConfigPropsMixin

@Stability(Stable)
public CfnAIWorkloadConfigPropsMixin(@NotNull
 CfnAIWorkloadConfigMixinProps props,
 @Nullable
 CfnPropertyMixinOptions options)

Create a mixin to apply properties to AWS::SageMaker::AIWorkloadConfig.

Parameters:

props - L1 properties to apply. This parameter is required.

options - Mixin options.

CfnAIWorkloadConfigPropsMixin

@Stability(Stable)
public CfnAIWorkloadConfigPropsMixin(@NotNull
 CfnAIWorkloadConfigMixinProps props)

Create a mixin to apply properties to AWS::SageMaker::AIWorkloadConfig.

Parameters:

props - L1 properties to apply. This parameter is required.

Method Details

applyTo

@Stability(Stable)
public void applyTo(@NotNull
 software.constructs.IConstruct construct)

Apply the mixin properties to the construct.

Specified by:

applyTo in interface software.constructs.IMixin

Specified by:

applyTo in class Mixin

Parameters:

construct - This parameter is required.

supports

@Stability(Stable)
@NotNull
public Boolean supports(@NotNull
 software.constructs.IConstruct construct)

Check if this mixin supports the given construct.

Specified by:

supports in interface software.constructs.IMixin

Overrides:

supports in class Mixin

Parameters:

construct - This parameter is required.

getProps

@Stability(Stable)
@NotNull
protected CfnAIWorkloadConfigMixinProps getProps()

getStrategy

@Stability(Stable)
@NotNull
protected IMergeStrategy getStrategy()