software.amazon.awscdk.services.sagemaker

Interface CfnModelPackage.DriftCheckBaselinesProperty

All Known Implementing Classes:

CfnModelPackage.DriftCheckBaselinesProperty.Jsii$Proxy

Enclosing class:

CfnModelPackage

public static interface CfnModelPackage.DriftCheckBaselinesProperty

Represents the drift check 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.*;
 DriftCheckBaselinesProperty driftCheckBaselinesProperty = DriftCheckBaselinesProperty.builder()
         .bias(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())
         .explainability(DriftCheckExplainabilityProperty.builder()
                 .configFile(FileSourceProperty.builder()
                         .s3Uri("s3Uri")
                         // the properties below are optional
                         .contentDigest("contentDigest")
                         .contentType("contentType")
                         .build())
                 .constraints(MetricsSourceProperty.builder()
                         .contentType("contentType")
                         .s3Uri("s3Uri")
                         // the properties below are optional
                         .contentDigest("contentDigest")
                         .build())
                 .build())
         .modelDataQuality(DriftCheckModelDataQualityProperty.builder()
                 .constraints(MetricsSourceProperty.builder()
                         .contentType("contentType")
                         .s3Uri("s3Uri")
                         // the properties below are optional
                         .contentDigest("contentDigest")
                         .build())
                 .statistics(MetricsSourceProperty.builder()
                         .contentType("contentType")
                         .s3Uri("s3Uri")
                         // the properties below are optional
                         .contentDigest("contentDigest")
                         .build())
                 .build())
         .modelQuality(DriftCheckModelQualityProperty.builder()
                 .constraints(MetricsSourceProperty.builder()
                         .contentType("contentType")
                         .s3Uri("s3Uri")
                         // the properties below are optional
                         .contentDigest("contentDigest")
                         .build())
                 .statistics(MetricsSourceProperty.builder()
                         .contentType("contentType")
                         .s3Uri("s3Uri")
                         // the properties below are optional
                         .contentDigest("contentDigest")
                         .build())
                 .build())
         .build();
 

Nested Class Summary

Nested Classes

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

Method Summary

Modifier and Type	Method and Description
static CfnModelPackage.DriftCheckBaselinesProperty.Builder	builder()
default java.lang.Object	getBias() Represents the drift check bias baselines that can be used when the model monitor is set using the model package.
default java.lang.Object	getExplainability() Represents the drift check explainability baselines that can be used when the model monitor is set using the model package.
default java.lang.Object	getModelDataQuality() Represents the drift check model data quality baselines that can be used when the model monitor is set using the model package.
default java.lang.Object	getModelQuality() Represents the drift check model quality baselines that can be used when the model monitor is set using the model package.

Method Detail

getBias

default java.lang.Object getBias()

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

getExplainability

default java.lang.Object getExplainability()

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

getModelDataQuality

default java.lang.Object getModelDataQuality()

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

getModelQuality

default java.lang.Object getModelQuality()

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

builder

static CfnModelPackage.DriftCheckBaselinesProperty.Builder builder()

Returns:

a CfnModelPackage.DriftCheckBaselinesProperty.Builder of CfnModelPackage.DriftCheckBaselinesProperty