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

Class CfnModelQualityJobDefinitionPropsMixin

java.lang.Object

software.amazon.jsii.JsiiObject

software.amazon.awscdk.Mixin

software.amazon.awscdk.cfnpropertymixins.services.sagemaker.CfnModelQualityJobDefinitionPropsMixin

All Implemented Interfaces:

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

@Generated(value="jsii-pacmak/1.127.0 (build 2117ad5)",
           date="2026-03-11T13:20:05.109Z")
@Stability(Stable)
public class CfnModelQualityJobDefinitionPropsMixin
extends Mixin
implements software.constructs.IMixin

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

For information about model monitor, see Amazon SageMaker 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;
 CfnModelQualityJobDefinitionPropsMixin cfnModelQualityJobDefinitionPropsMixin = CfnModelQualityJobDefinitionPropsMixin.Builder.create(CfnModelQualityJobDefinitionMixinProps.builder()
         .endpointName("endpointName")
         .jobDefinitionName("jobDefinitionName")
         .jobResources(MonitoringResourcesProperty.builder()
                 .clusterConfig(ClusterConfigProperty.builder()
                         .instanceCount(123)
                         .instanceType("instanceType")
                         .volumeKmsKeyId("volumeKmsKeyId")
                         .volumeSizeInGb(123)
                         .build())
                 .build())
         .modelQualityAppSpecification(ModelQualityAppSpecificationProperty.builder()
                 .containerArguments(List.of("containerArguments"))
                 .containerEntrypoint(List.of("containerEntrypoint"))
                 .environment(Map.of(
                         "environmentKey", "environment"))
                 .imageUri("imageUri")
                 .postAnalyticsProcessorSourceUri("postAnalyticsProcessorSourceUri")
                 .problemType("problemType")
                 .recordPreprocessorSourceUri("recordPreprocessorSourceUri")
                 .build())
         .modelQualityBaselineConfig(ModelQualityBaselineConfigProperty.builder()
                 .baseliningJobName("baseliningJobName")
                 .constraintsResource(ConstraintsResourceProperty.builder()
                         .s3Uri("s3Uri")
                         .build())
                 .build())
         .modelQualityJobInput(ModelQualityJobInputProperty.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")
                         .inferenceAttribute("inferenceAttribute")
                         .localPath("localPath")
                         .probabilityAttribute("probabilityAttribute")
                         .probabilityThresholdAttribute(123)
                         .s3DataDistributionType("s3DataDistributionType")
                         .s3InputMode("s3InputMode")
                         .startTimeOffset("startTimeOffset")
                         .build())
                 .endpointInput(EndpointInputProperty.builder()
                         .endpointName("endpointName")
                         .endTimeOffset("endTimeOffset")
                         .inferenceAttribute("inferenceAttribute")
                         .localPath("localPath")
                         .probabilityAttribute("probabilityAttribute")
                         .probabilityThresholdAttribute(123)
                         .s3DataDistributionType("s3DataDistributionType")
                         .s3InputMode("s3InputMode")
                         .startTimeOffset("startTimeOffset")
                         .build())
                 .groundTruthS3Input(MonitoringGroundTruthS3InputProperty.builder()
                         .s3Uri("s3Uri")
                         .build())
                 .build())
         .modelQualityJobOutputConfig(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(mergeStrategy)
 .build();
 

See Also:

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

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static interface	CfnModelQualityJobDefinitionPropsMixin.BatchTransformInputProperty	Input object for the batch transform job.
static final class	CfnModelQualityJobDefinitionPropsMixin.Builder	A fluent builder for CfnModelQualityJobDefinitionPropsMixin.
static interface	CfnModelQualityJobDefinitionPropsMixin.ClusterConfigProperty	The configuration for the cluster of resources used to run the processing job.
static interface	CfnModelQualityJobDefinitionPropsMixin.ConstraintsResourceProperty	The constraints resource for a monitoring job.
static interface	CfnModelQualityJobDefinitionPropsMixin.CsvProperty	The CSV format.
static interface	CfnModelQualityJobDefinitionPropsMixin.DatasetFormatProperty	The dataset format of the data to monitor.
static interface	CfnModelQualityJobDefinitionPropsMixin.EndpointInputProperty	Input object for the endpoint.
static interface	CfnModelQualityJobDefinitionPropsMixin.JsonProperty	The Json format.
static interface	CfnModelQualityJobDefinitionPropsMixin.ModelQualityAppSpecificationProperty	Container image configuration object for the monitoring job.
static interface	CfnModelQualityJobDefinitionPropsMixin.ModelQualityBaselineConfigProperty	Configuration for monitoring constraints and monitoring statistics.
static interface	CfnModelQualityJobDefinitionPropsMixin.ModelQualityJobInputProperty	The input for the model quality monitoring job.
static interface	CfnModelQualityJobDefinitionPropsMixin.MonitoringGroundTruthS3InputProperty	The ground truth labels for the dataset used for the monitoring job.
static interface	CfnModelQualityJobDefinitionPropsMixin.MonitoringOutputConfigProperty	The output configuration for monitoring jobs.
static interface	CfnModelQualityJobDefinitionPropsMixin.MonitoringOutputProperty	The output object for a monitoring job.
static interface	CfnModelQualityJobDefinitionPropsMixin.MonitoringResourcesProperty	Identifies the resources to deploy for a monitoring job.
static interface	CfnModelQualityJobDefinitionPropsMixin.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	CfnModelQualityJobDefinitionPropsMixin.S3OutputProperty	The Amazon S3 storage location where the results of a monitoring job are saved.
static interface	CfnModelQualityJobDefinitionPropsMixin.StoppingConditionProperty	Specifies a limit to how long a job can run.
static interface	CfnModelQualityJobDefinitionPropsMixin.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
	CfnModelQualityJobDefinitionPropsMixin(CfnModelQualityJobDefinitionMixinProps props)	Create a mixin to apply properties to AWS::SageMaker::ModelQualityJobDefinition.
	CfnModelQualityJobDefinitionPropsMixin(CfnModelQualityJobDefinitionMixinProps props, CfnPropertyMixinOptions options)	Create a mixin to apply properties to AWS::SageMaker::ModelQualityJobDefinition.
protected	CfnModelQualityJobDefinitionPropsMixin(software.amazon.jsii.JsiiObject.InitializationMode initializationMode)
protected	CfnModelQualityJobDefinitionPropsMixin(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 CfnModelQualityJobDefinitionMixinProps	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

CfnModelQualityJobDefinitionPropsMixin

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

CfnModelQualityJobDefinitionPropsMixin

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

CfnModelQualityJobDefinitionPropsMixin

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin(@NotNull
 CfnModelQualityJobDefinitionMixinProps props,
 @Nullable
 CfnPropertyMixinOptions options)

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

Parameters:

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

options - Mixin options.

CfnModelQualityJobDefinitionPropsMixin

@Stability(Stable)
public CfnModelQualityJobDefinitionPropsMixin(@NotNull
 CfnModelQualityJobDefinitionMixinProps props)

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

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 CfnModelQualityJobDefinitionMixinProps getProps()

getStrategy

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