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

Class CfnDataQualityJobDefinitionPropsMixin

java.lang.Object

software.amazon.jsii.JsiiObject

software.amazon.awscdk.Mixin

software.amazon.awscdk.cfnpropertymixins.services.sagemaker.CfnDataQualityJobDefinitionPropsMixin

All Implemented Interfaces:

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

@Generated(value="jsii-pacmak/1.127.0 (build 2117ad5)",
           date="2026-03-11T13:20:04.891Z")
@Stability(Stable)
public class CfnDataQualityJobDefinitionPropsMixin
extends Mixin
implements software.constructs.IMixin

Creates a definition for a job that monitors data quality and drift.

For information about model monitor, see Amazon SageMaker AI Model Monitor .

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;
 CfnDataQualityJobDefinitionPropsMixin cfnDataQualityJobDefinitionPropsMixin = CfnDataQualityJobDefinitionPropsMixin.Builder.create(CfnDataQualityJobDefinitionMixinProps.builder()
         .dataQualityAppSpecification(DataQualityAppSpecificationProperty.builder()
                 .containerArguments(List.of("containerArguments"))
                 .containerEntrypoint(List.of("containerEntrypoint"))
                 .environment(Map.of(
                         "environmentKey", "environment"))
                 .imageUri("imageUri")
                 .postAnalyticsProcessorSourceUri("postAnalyticsProcessorSourceUri")
                 .recordPreprocessorSourceUri("recordPreprocessorSourceUri")
                 .build())
         .dataQualityBaselineConfig(DataQualityBaselineConfigProperty.builder()
                 .baseliningJobName("baseliningJobName")
                 .constraintsResource(ConstraintsResourceProperty.builder()
                         .s3Uri("s3Uri")
                         .build())
                 .statisticsResource(StatisticsResourceProperty.builder()
                         .s3Uri("s3Uri")
                         .build())
                 .build())
         .dataQualityJobInput(DataQualityJobInputProperty.builder()
                 .batchTransformInput(BatchTransformInputProperty.builder()
                         .dataCapturedDestinationS3Uri("dataCapturedDestinationS3Uri")
                         .datasetFormat(DatasetFormatProperty.builder()
                                 .csv(CsvProperty.builder()
                                         .header(false)
                                         .build())
                                 .json(JsonProperty.builder()
                                         .line(false)
                                         .build())
                                 .parquet(false)
                                 .build())
                         .excludeFeaturesAttribute("excludeFeaturesAttribute")
                         .localPath("localPath")
                         .s3DataDistributionType("s3DataDistributionType")
                         .s3InputMode("s3InputMode")
                         .build())
                 .endpointInput(EndpointInputProperty.builder()
                         .endpointName("endpointName")
                         .excludeFeaturesAttribute("excludeFeaturesAttribute")
                         .localPath("localPath")
                         .s3DataDistributionType("s3DataDistributionType")
                         .s3InputMode("s3InputMode")
                         .build())
                 .build())
         .dataQualityJobOutputConfig(MonitoringOutputConfigProperty.builder()
                 .kmsKeyId("kmsKeyId")
                 .monitoringOutputs(List.of(MonitoringOutputProperty.builder()
                         .s3Output(S3OutputProperty.builder()
                                 .localPath("localPath")
                                 .s3UploadMode("s3UploadMode")
                                 .s3Uri("s3Uri")
                                 .build())
                         .build()))
                 .build())
         .endpointName("endpointName")
         .jobDefinitionName("jobDefinitionName")
         .jobResources(MonitoringResourcesProperty.builder()
                 .clusterConfig(ClusterConfigProperty.builder()
                         .instanceCount(123)
                         .instanceType("instanceType")
                         .volumeKmsKeyId("volumeKmsKeyId")
                         .volumeSizeInGb(123)
                         .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(mergeStrategy)
 .build();
 

See Also:

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

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static interface	CfnDataQualityJobDefinitionPropsMixin.BatchTransformInputProperty	Input object for the batch transform job.
static final class	CfnDataQualityJobDefinitionPropsMixin.Builder	A fluent builder for CfnDataQualityJobDefinitionPropsMixin.
static interface	CfnDataQualityJobDefinitionPropsMixin.ClusterConfigProperty	The configuration for the cluster of resources used to run the processing job.
static interface	CfnDataQualityJobDefinitionPropsMixin.ConstraintsResourceProperty	The constraints resource for a monitoring job.
static interface	CfnDataQualityJobDefinitionPropsMixin.CsvProperty	The CSV format.
static interface	CfnDataQualityJobDefinitionPropsMixin.DataQualityAppSpecificationProperty	Information about the container that a data quality monitoring job runs.
static interface	CfnDataQualityJobDefinitionPropsMixin.DataQualityBaselineConfigProperty	Configuration for monitoring constraints and monitoring statistics.
static interface	CfnDataQualityJobDefinitionPropsMixin.DataQualityJobInputProperty	The input for the data quality monitoring job.
static interface	CfnDataQualityJobDefinitionPropsMixin.DatasetFormatProperty	The dataset format of the data to monitor.
static interface	CfnDataQualityJobDefinitionPropsMixin.EndpointInputProperty	Input object for the endpoint.
static interface	CfnDataQualityJobDefinitionPropsMixin.JsonProperty	The Json format.
static interface	CfnDataQualityJobDefinitionPropsMixin.MonitoringOutputConfigProperty	The output configuration for monitoring jobs.
static interface	CfnDataQualityJobDefinitionPropsMixin.MonitoringOutputProperty	The output object for a monitoring job.
static interface	CfnDataQualityJobDefinitionPropsMixin.MonitoringResourcesProperty	Identifies the resources to deploy for a monitoring job.
static interface	CfnDataQualityJobDefinitionPropsMixin.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	CfnDataQualityJobDefinitionPropsMixin.S3OutputProperty	The Amazon S3 storage location where the results of a monitoring job are saved.
static interface	CfnDataQualityJobDefinitionPropsMixin.StatisticsResourceProperty	The statistics resource for a monitoring job.
static interface	CfnDataQualityJobDefinitionPropsMixin.StoppingConditionProperty	Specifies a limit to how long a job can run.
static interface	CfnDataQualityJobDefinitionPropsMixin.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.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
	CfnDataQualityJobDefinitionPropsMixin(CfnDataQualityJobDefinitionMixinProps props)	Create a mixin to apply properties to AWS::SageMaker::DataQualityJobDefinition.
	CfnDataQualityJobDefinitionPropsMixin(CfnDataQualityJobDefinitionMixinProps props, CfnPropertyMixinOptions options)	Create a mixin to apply properties to AWS::SageMaker::DataQualityJobDefinition.
protected	CfnDataQualityJobDefinitionPropsMixin(software.amazon.jsii.JsiiObject.InitializationMode initializationMode)
protected	CfnDataQualityJobDefinitionPropsMixin(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 CfnDataQualityJobDefinitionMixinProps	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

CfnDataQualityJobDefinitionPropsMixin

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

CfnDataQualityJobDefinitionPropsMixin

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

CfnDataQualityJobDefinitionPropsMixin

@Stability(Stable)
public CfnDataQualityJobDefinitionPropsMixin(@NotNull
 CfnDataQualityJobDefinitionMixinProps props,
 @Nullable
 CfnPropertyMixinOptions options)

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

Parameters:

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

options - Mixin options.

CfnDataQualityJobDefinitionPropsMixin

@Stability(Stable)
public CfnDataQualityJobDefinitionPropsMixin(@NotNull
 CfnDataQualityJobDefinitionMixinProps props)

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

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 CfnDataQualityJobDefinitionMixinProps getProps()

getStrategy

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