software.amazon.awscdk.services.sagemaker

Interface CfnModelBiasJobDefinitionProps

All Superinterfaces:

software.amazon.jsii.JsiiSerializable

All Known Implementing Classes:

CfnModelBiasJobDefinitionProps.Jsii$Proxy

@Generated(value="jsii-pacmak/1.46.0 (build cd08c55)",
           date="2021-11-25T20:11:07.814Z")
 @Stability(value=Stable)
public interface CfnModelBiasJobDefinitionProps
extends software.amazon.jsii.JsiiSerializable

Properties for defining a `AWS::SageMaker::ModelBiasJobDefinition`.

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.*;
 CfnModelBiasJobDefinitionProps cfnModelBiasJobDefinitionProps = CfnModelBiasJobDefinitionProps.builder()
         .jobResources(MonitoringResourcesProperty.builder()
                 .clusterConfig(ClusterConfigProperty.builder()
                         .instanceCount(123)
                         .instanceType("instanceType")
                         .volumeSizeInGb(123)
                         // the properties below are optional
                         .volumeKmsKeyId("volumeKmsKeyId")
                         .build())
                 .build())
         .modelBiasAppSpecification(ModelBiasAppSpecificationProperty.builder()
                 .configUri("configUri")
                 .imageUri("imageUri")
                 // the properties below are optional
                 .environment(Map.of(
                         "environmentKey", "environment"))
                 .build())
         .modelBiasJobInput(ModelBiasJobInputProperty.builder()
                 .endpointInput(EndpointInputProperty.builder()
                         .endpointName("endpointName")
                         .localPath("localPath")
                         // the properties below are optional
                         .endTimeOffset("endTimeOffset")
                         .featuresAttribute("featuresAttribute")
                         .inferenceAttribute("inferenceAttribute")
                         .probabilityAttribute("probabilityAttribute")
                         .probabilityThresholdAttribute(123)
                         .s3DataDistributionType("s3DataDistributionType")
                         .s3InputMode("s3InputMode")
                         .startTimeOffset("startTimeOffset")
                         .build())
                 .groundTruthS3Input(MonitoringGroundTruthS3InputProperty.builder()
                         .s3Uri("s3Uri")
                         .build())
                 .build())
         .modelBiasJobOutputConfig(MonitoringOutputConfigProperty.builder()
                 .monitoringOutputs(List.of(MonitoringOutputProperty.builder()
                         .s3Output(S3OutputProperty.builder()
                                 .localPath("localPath")
                                 .s3Uri("s3Uri")
                                 // the properties below are optional
                                 .s3UploadMode("s3UploadMode")
                                 .build())
                         .build()))
                 // the properties below are optional
                 .kmsKeyId("kmsKeyId")
                 .build())
         .roleArn("roleArn")
         // the properties below are optional
         .jobDefinitionName("jobDefinitionName")
         .modelBiasBaselineConfig(ModelBiasBaselineConfigProperty.builder()
                 .baseliningJobName("baseliningJobName")
                 .constraintsResource(ConstraintsResourceProperty.builder()
                         .s3Uri("s3Uri")
                         .build())
                 .build())
         .networkConfig(NetworkConfigProperty.builder()
                 .enableInterContainerTrafficEncryption(false)
                 .enableNetworkIsolation(false)
                 .vpcConfig(VpcConfigProperty.builder()
                         .securityGroupIds(List.of("securityGroupIds"))
                         .subnets(List.of("subnets"))
                         .build())
                 .build())
         .stoppingCondition(StoppingConditionProperty.builder()
                 .maxRuntimeInSeconds(123)
                 .build())
         .tags(List.of(CfnTag.builder()
                 .key("key")
                 .value("value")
                 .build()))
         .build();
 

Nested Class Summary

Nested Classes

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

Method Summary

Modifier and Type	Method and Description
static CfnModelBiasJobDefinitionProps.Builder	builder()
default String	getJobDefinitionName() `AWS::SageMaker::ModelBiasJobDefinition.JobDefinitionName`.
Object	getJobResources() `AWS::SageMaker::ModelBiasJobDefinition.JobResources`.
Object	getModelBiasAppSpecification() `AWS::SageMaker::ModelBiasJobDefinition.ModelBiasAppSpecification`.
default Object	getModelBiasBaselineConfig() `AWS::SageMaker::ModelBiasJobDefinition.ModelBiasBaselineConfig`.
Object	getModelBiasJobInput() `AWS::SageMaker::ModelBiasJobDefinition.ModelBiasJobInput`.
Object	getModelBiasJobOutputConfig() `AWS::SageMaker::ModelBiasJobDefinition.ModelBiasJobOutputConfig`.
default Object	getNetworkConfig() `AWS::SageMaker::ModelBiasJobDefinition.NetworkConfig`.
String	getRoleArn() `AWS::SageMaker::ModelBiasJobDefinition.RoleArn`.
default Object	getStoppingCondition() `AWS::SageMaker::ModelBiasJobDefinition.StoppingCondition`.
default List<CfnTag>	getTags() `AWS::SageMaker::ModelBiasJobDefinition.Tags`.

Methods inherited from interface software.amazon.jsii.JsiiSerializable

$jsii$toJson

Method Detail

getJobDefinitionName

@Stability(value=Stable)
 @Nullable
default String getJobDefinitionName()

`AWS::SageMaker::ModelBiasJobDefinition.JobDefinitionName`.

getJobResources

@Stability(value=Stable)
 @NotNull
Object getJobResources()

`AWS::SageMaker::ModelBiasJobDefinition.JobResources`.

getModelBiasAppSpecification

@Stability(value=Stable)
 @NotNull
Object getModelBiasAppSpecification()

`AWS::SageMaker::ModelBiasJobDefinition.ModelBiasAppSpecification`.

getModelBiasBaselineConfig

@Stability(value=Stable)
 @Nullable
default Object getModelBiasBaselineConfig()

`AWS::SageMaker::ModelBiasJobDefinition.ModelBiasBaselineConfig`.

getModelBiasJobInput

@Stability(value=Stable)
 @NotNull
Object getModelBiasJobInput()

`AWS::SageMaker::ModelBiasJobDefinition.ModelBiasJobInput`.

getModelBiasJobOutputConfig

@Stability(value=Stable)
 @NotNull
Object getModelBiasJobOutputConfig()

`AWS::SageMaker::ModelBiasJobDefinition.ModelBiasJobOutputConfig`.

getNetworkConfig

@Stability(value=Stable)
 @Nullable
default Object getNetworkConfig()

`AWS::SageMaker::ModelBiasJobDefinition.NetworkConfig`.

getRoleArn

@Stability(value=Stable)
 @NotNull
String getRoleArn()

`AWS::SageMaker::ModelBiasJobDefinition.RoleArn`.

getStoppingCondition

@Stability(value=Stable)
 @Nullable
default Object getStoppingCondition()

`AWS::SageMaker::ModelBiasJobDefinition.StoppingCondition`.

getTags

@Stability(value=Stable)
 @Nullable
default List<CfnTag> getTags()

`AWS::SageMaker::ModelBiasJobDefinition.Tags`.

builder

@Stability(value=Stable)
static CfnModelBiasJobDefinitionProps.Builder builder()

Returns:

a CfnModelBiasJobDefinitionProps.Builder of CfnModelBiasJobDefinitionProps