Interface CfnModelPackage.DriftCheckBaselinesProperty

All Superinterfaces:
software.amazon.jsii.JsiiSerializable
All Known Implementing Classes:
CfnModelPackage.DriftCheckBaselinesProperty.Jsii$Proxy
Enclosing class:
CfnModelPackage

@Stability(Stable) public static interface CfnModelPackage.DriftCheckBaselinesProperty extends software.amazon.jsii.JsiiSerializable
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();
 
  • Method Details

    • getBias

      @Stability(Stable) @Nullable default Object getBias()
      Represents the drift check bias baselines that can be used when the model monitor is set using the model package.
    • getExplainability

      @Stability(Stable) @Nullable default Object getExplainability()
      Represents the drift check explainability baselines that can be used when the model monitor is set using the model package.
    • getModelDataQuality

      @Stability(Stable) @Nullable default 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

      @Stability(Stable) @Nullable default Object getModelQuality()
      Represents the drift check model quality baselines that can be used when the model monitor is set using the model package.
    • builder

      @Stability(Stable) static CfnModelPackage.DriftCheckBaselinesProperty.Builder builder()
      Returns:
      a CfnModelPackage.DriftCheckBaselinesProperty.Builder of CfnModelPackage.DriftCheckBaselinesProperty