interface DataQualityBaselineConfigProperty

Language	Type name
.NET	Amazon.CDK.AWS.Sagemaker.CfnDataQualityJobDefinition.DataQualityBaselineConfigProperty
Java	software.amazon.awscdk.services.sagemaker.CfnDataQualityJobDefinition.DataQualityBaselineConfigProperty
Python	aws_cdk.aws_sagemaker.CfnDataQualityJobDefinition.DataQualityBaselineConfigProperty
TypeScript	@aws-cdk/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 * as sagemaker from '@aws-cdk/aws-sagemaker';
const dataQualityBaselineConfigProperty: sagemaker.CfnDataQualityJobDefinition.DataQualityBaselineConfigProperty = {
  baseliningJobName: 'baseliningJobName',
  constraintsResource: {
    s3Uri: 's3Uri',
  },
  statisticsResource: {
    s3Uri: 's3Uri',
  },
};

Properties

Name	Type	Description
baseliningJobName?	string	The name of the job that performs baselining for the data quality monitoring job.
constraintsResource?	IResolvable | ConstraintsResourceProperty	The constraints resource for a monitoring job.
statisticsResource?	IResolvable | StatisticsResourceProperty	Configuration 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.