aws-cdk-lib.aws_sagemaker.CfnDataQualityJobDefinition.DataQualityBaselineConfigProperty

interface DataQualityBaselineConfigProperty

LanguageType name
.NETAmazon.CDK.AWS.Sagemaker.CfnDataQualityJobDefinition.DataQualityBaselineConfigProperty
Gogithub.com/aws/aws-cdk-go/awscdk/v2/awssagemaker#CfnDataQualityJobDefinition_DataQualityBaselineConfigProperty
Javasoftware.amazon.awscdk.services.sagemaker.CfnDataQualityJobDefinition.DataQualityBaselineConfigProperty
Pythonaws_cdk.aws_sagemaker.CfnDataQualityJobDefinition.DataQualityBaselineConfigProperty
TypeScript aws-cdk-lib » aws_sagemaker » CfnDataQualityJobDefinition » DataQualityBaselineConfigProperty

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 { aws_sagemaker as sagemaker } from 'aws-cdk-lib';
const dataQualityBaselineConfigProperty: sagemaker.CfnDataQualityJobDefinition.DataQualityBaselineConfigProperty = {
  baseliningJobName: 'baseliningJobName',
  constraintsResource: {
    s3Uri: 's3Uri',
  },
  statisticsResource: {
    s3Uri: 's3Uri',
  },
};

Properties

NameTypeDescription
baseliningJobName?stringThe name of the job that performs baselining for the data quality monitoring job.
constraintsResource?IResolvable | ConstraintsResourcePropertyThe constraints resource for a monitoring job.
statisticsResource?IResolvable | StatisticsResourcePropertyConfiguration for monitoring constraints and monitoring statistics.

baseliningJobName?

Type: string (optional)

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


constraintsResource?

Type: IResolvable | ConstraintsResourceProperty (optional)

The constraints resource for a monitoring job.


statisticsResource?

Type: IResolvable | StatisticsResourceProperty (optional)

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.