software.amazon.awscdk.services.sagemaker

Interface CfnDataQualityJobDefinition.DataQualityBaselineConfigProperty

All Superinterfaces:

software.amazon.jsii.JsiiSerializable

All Known Implementing Classes:

CfnDataQualityJobDefinition.DataQualityBaselineConfigProperty.Jsii$Proxy

Enclosing class:

CfnDataQualityJobDefinition

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

Configuration for monitoring constraints and monitoring statistics.

These baseline resources are compared against the results of the current job from the series of jobs scheduled to collect data periodically.

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.*;
 DataQualityBaselineConfigProperty dataQualityBaselineConfigProperty = DataQualityBaselineConfigProperty.builder()
         .baseliningJobName("baseliningJobName")
         .constraintsResource(ConstraintsResourceProperty.builder()
                 .s3Uri("s3Uri")
                 .build())
         .statisticsResource(StatisticsResourceProperty.builder()
                 .s3Uri("s3Uri")
                 .build())
         .build();
 

Nested Class Summary

Nested Classes

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

Method Summary

Modifier and Type	Method and Description
static CfnDataQualityJobDefinition.DataQualityBaselineConfigProperty.Builder	builder()
default String	getBaseliningJobName() The name of the job that performs baselining for the data quality monitoring job.
default Object	getConstraintsResource() The constraints resource for a monitoring job.
default Object	getStatisticsResource() Configuration for monitoring constraints and monitoring statistics.

Methods inherited from interface software.amazon.jsii.JsiiSerializable

$jsii$toJson

Method Detail

getBaseliningJobName

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

The name of the job that performs baselining for the data quality monitoring job.

getConstraintsResource

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

The constraints resource for a monitoring job.

getStatisticsResource

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

Configuration for monitoring constraints and monitoring statistics.

These baseline resources are compared against the results of the current job from the series of jobs scheduled to collect data periodically.

builder

@Stability(value=Stable)
static CfnDataQualityJobDefinition.DataQualityBaselineConfigProperty.Builder builder()

Returns:

a CfnDataQualityJobDefinition.DataQualityBaselineConfigProperty.Builder of CfnDataQualityJobDefinition.DataQualityBaselineConfigProperty