Package software.amazon.awscdk.mixins.preview.services.sagemaker.mixins

Class CfnModelBiasJobDefinitionPropsMixin

java.lang.Object

software.amazon.jsii.JsiiObject

software.amazon.awscdk.mixins.preview.core.Mixin

software.amazon.awscdk.mixins.preview.services.sagemaker.mixins.CfnModelBiasJobDefinitionPropsMixin

All Implemented Interfaces:

IMixin, software.amazon.jsii.JsiiSerializable

@Generated(value="jsii-pacmak/1.121.0 (build d7af9b9)",
           date="2025-12-18T18:20:31.812Z")
@Stability(Stable)
public class CfnModelBiasJobDefinitionPropsMixin
extends Mixin
implements IMixin

Creates the definition for a model bias job.

Example:

 // The code below shows an example of how to instantiate this type.
 // The values are placeholders you should change.
 import software.amazon.awscdk.mixins.preview.mixins.*;
 import software.amazon.awscdk.mixins.preview.services.sagemaker.mixins.*;
 CfnModelBiasJobDefinitionPropsMixin cfnModelBiasJobDefinitionPropsMixin = CfnModelBiasJobDefinitionPropsMixin.Builder.create(CfnModelBiasJobDefinitionMixinProps.builder()
         .endpointName("endpointName")
         .jobDefinitionName("jobDefinitionName")
         .jobResources(MonitoringResourcesProperty.builder()
                 .clusterConfig(ClusterConfigProperty.builder()
                         .instanceCount(123)
                         .instanceType("instanceType")
                         .volumeKmsKeyId("volumeKmsKeyId")
                         .volumeSizeInGb(123)
                         .build())
                 .build())
         .modelBiasAppSpecification(ModelBiasAppSpecificationProperty.builder()
                 .configUri("configUri")
                 .environment(Map.of(
                         "environmentKey", "environment"))
                 .imageUri("imageUri")
                 .build())
         .modelBiasBaselineConfig(ModelBiasBaselineConfigProperty.builder()
                 .baseliningJobName("baseliningJobName")
                 .constraintsResource(ConstraintsResourceProperty.builder()
                         .s3Uri("s3Uri")
                         .build())
                 .build())
         .modelBiasJobInput(ModelBiasJobInputProperty.builder()
                 .batchTransformInput(BatchTransformInputProperty.builder()
                         .dataCapturedDestinationS3Uri("dataCapturedDestinationS3Uri")
                         .datasetFormat(DatasetFormatProperty.builder()
                                 .csv(CsvProperty.builder()
                                         .header(false)
                                         .build())
                                 .json(JsonProperty.builder()
                                         .line(false)
                                         .build())
                                 .parquet(false)
                                 .build())
                         .endTimeOffset("endTimeOffset")
                         .featuresAttribute("featuresAttribute")
                         .inferenceAttribute("inferenceAttribute")
                         .localPath("localPath")
                         .probabilityAttribute("probabilityAttribute")
                         .probabilityThresholdAttribute(123)
                         .s3DataDistributionType("s3DataDistributionType")
                         .s3InputMode("s3InputMode")
                         .startTimeOffset("startTimeOffset")
                         .build())
                 .endpointInput(EndpointInputProperty.builder()
                         .endpointName("endpointName")
                         .endTimeOffset("endTimeOffset")
                         .featuresAttribute("featuresAttribute")
                         .inferenceAttribute("inferenceAttribute")
                         .localPath("localPath")
                         .probabilityAttribute("probabilityAttribute")
                         .probabilityThresholdAttribute(123)
                         .s3DataDistributionType("s3DataDistributionType")
                         .s3InputMode("s3InputMode")
                         .startTimeOffset("startTimeOffset")
                         .build())
                 .groundTruthS3Input(MonitoringGroundTruthS3InputProperty.builder()
                         .s3Uri("s3Uri")
                         .build())
                 .build())
         .modelBiasJobOutputConfig(MonitoringOutputConfigProperty.builder()
                 .kmsKeyId("kmsKeyId")
                 .monitoringOutputs(List.of(MonitoringOutputProperty.builder()
                         .s3Output(S3OutputProperty.builder()
                                 .localPath("localPath")
                                 .s3UploadMode("s3UploadMode")
                                 .s3Uri("s3Uri")
                                 .build())
                         .build()))
                 .build())
         .networkConfig(NetworkConfigProperty.builder()
                 .enableInterContainerTrafficEncryption(false)
                 .enableNetworkIsolation(false)
                 .vpcConfig(VpcConfigProperty.builder()
                         .securityGroupIds(List.of("securityGroupIds"))
                         .subnets(List.of("subnets"))
                         .build())
                 .build())
         .roleArn("roleArn")
         .stoppingCondition(StoppingConditionProperty.builder()
                 .maxRuntimeInSeconds(123)
                 .build())
         .tags(List.of(CfnTag.builder()
                 .key("key")
                 .value("value")
                 .build()))
         .build())
 .strategy(PropertyMergeStrategy.OVERRIDE)
 .build();
 

See Also:

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

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static interface	CfnModelBiasJobDefinitionPropsMixin.BatchTransformInputProperty	Input object for the batch transform job.
static final class	CfnModelBiasJobDefinitionPropsMixin.Builder	A fluent builder for CfnModelBiasJobDefinitionPropsMixin.
static interface	CfnModelBiasJobDefinitionPropsMixin.ClusterConfigProperty	The configuration for the cluster resources used to run the processing job.
static interface	CfnModelBiasJobDefinitionPropsMixin.ConstraintsResourceProperty	The constraints resource for a monitoring job.
static interface	CfnModelBiasJobDefinitionPropsMixin.CsvProperty	The CSV format.
static interface	CfnModelBiasJobDefinitionPropsMixin.DatasetFormatProperty	The dataset format of the data to monitor.
static interface	CfnModelBiasJobDefinitionPropsMixin.EndpointInputProperty	Input object for the endpoint.
static interface	CfnModelBiasJobDefinitionPropsMixin.JsonProperty	The Json format.
static interface	CfnModelBiasJobDefinitionPropsMixin.ModelBiasAppSpecificationProperty	Docker container image configuration object for the model bias job.
static interface	CfnModelBiasJobDefinitionPropsMixin.ModelBiasBaselineConfigProperty	The configuration for a baseline model bias job.
static interface	CfnModelBiasJobDefinitionPropsMixin.ModelBiasJobInputProperty	Inputs for the model bias job.
static interface	CfnModelBiasJobDefinitionPropsMixin.MonitoringGroundTruthS3InputProperty	The ground truth labels for the dataset used for the monitoring job.
static interface	CfnModelBiasJobDefinitionPropsMixin.MonitoringOutputConfigProperty	The output configuration for monitoring jobs.
static interface	CfnModelBiasJobDefinitionPropsMixin.MonitoringOutputProperty	The output object for a monitoring job.
static interface	CfnModelBiasJobDefinitionPropsMixin.MonitoringResourcesProperty	Identifies the resources to deploy for a monitoring job.
static interface	CfnModelBiasJobDefinitionPropsMixin.NetworkConfigProperty	Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs.
static interface	CfnModelBiasJobDefinitionPropsMixin.S3OutputProperty	The Amazon S3 storage location where the results of a monitoring job are saved.
static interface	CfnModelBiasJobDefinitionPropsMixin.StoppingConditionProperty	Specifies a limit to how long a job can run.
static interface	CfnModelBiasJobDefinitionPropsMixin.VpcConfigProperty	Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.

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

software.amazon.jsii.JsiiObject.InitializationMode

Nested classes/interfaces inherited from interface software.amazon.awscdk.mixins.preview.core.IMixin

IMixin.Jsii$Default, IMixin.Jsii$Proxy

Field Summary

Fields

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

Constructor Summary

Constructors

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

Method Summary

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

Methods inherited from class software.amazon.awscdk.mixins.preview.core.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

CfnModelBiasJobDefinitionPropsMixin

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

CfnModelBiasJobDefinitionPropsMixin

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

CfnModelBiasJobDefinitionPropsMixin

@Stability(Stable)
public CfnModelBiasJobDefinitionPropsMixin(@NotNull
 CfnModelBiasJobDefinitionMixinProps props,
 @Nullable
 CfnPropertyMixinOptions options)

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

Parameters:

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

options - Mixin options.

CfnModelBiasJobDefinitionPropsMixin

@Stability(Stable)
public CfnModelBiasJobDefinitionPropsMixin(@NotNull
 CfnModelBiasJobDefinitionMixinProps props)

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

Parameters:

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

Method Details

applyTo

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

Apply the mixin properties to the construct.

Specified by:

applyTo in interface 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 IMixin

Overrides:

supports in class Mixin

Parameters:

construct - This parameter is required.

getProps

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

getStrategy

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