software.amazon.awscdk.services.sagemaker

Interface CfnModelPackage.DriftCheckBiasProperty

All Superinterfaces:

software.amazon.jsii.JsiiSerializable

All Known Implementing Classes:

CfnModelPackage.DriftCheckBiasProperty.Jsii$Proxy

Enclosing class:

CfnModelPackage

@Stability(value=Stable)
public static interface CfnModelPackage.DriftCheckBiasProperty
extends software.amazon.jsii.JsiiSerializable

Represents the drift check bias baselines that can be used when the model monitor is set using the model package.

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.*;
 DriftCheckBiasProperty driftCheckBiasProperty = DriftCheckBiasProperty.builder()
         .configFile(FileSourceProperty.builder()
                 .s3Uri("s3Uri")
                 // the properties below are optional
                 .contentDigest("contentDigest")
                 .contentType("contentType")
                 .build())
         .postTrainingConstraints(MetricsSourceProperty.builder()
                 .contentType("contentType")
                 .s3Uri("s3Uri")
                 // the properties below are optional
                 .contentDigest("contentDigest")
                 .build())
         .preTrainingConstraints(MetricsSourceProperty.builder()
                 .contentType("contentType")
                 .s3Uri("s3Uri")
                 // the properties below are optional
                 .contentDigest("contentDigest")
                 .build())
         .build();
 

Nested Class Summary

Nested Classes

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

Method Summary

Modifier and Type	Method and Description
static CfnModelPackage.DriftCheckBiasProperty.Builder	builder()
default Object	getConfigFile() The bias config file for a model.
default Object	getPostTrainingConstraints() `CfnModelPackage.DriftCheckBiasProperty.PostTrainingConstraints`.
default Object	getPreTrainingConstraints() `CfnModelPackage.DriftCheckBiasProperty.PreTrainingConstraints`.

Methods inherited from interface software.amazon.jsii.JsiiSerializable

$jsii$toJson

Method Detail

getConfigFile

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

The bias config file for a model.

getPostTrainingConstraints

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

`CfnModelPackage.DriftCheckBiasProperty.PostTrainingConstraints`.

getPreTrainingConstraints

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

`CfnModelPackage.DriftCheckBiasProperty.PreTrainingConstraints`.

builder

@Stability(value=Stable)
static CfnModelPackage.DriftCheckBiasProperty.Builder builder()

Returns:

a CfnModelPackage.DriftCheckBiasProperty.Builder of CfnModelPackage.DriftCheckBiasProperty