AWS::SageMaker::DataQualityJobDefinition DataQualityBaselineConfig

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.

Syntax

To declare this entity in your AWS CloudFormation template, use the following syntax:

JSON

{
  "BaseliningJobName" : String,
  "ConstraintsResource" : ConstraintsResource,
  "StatisticsResource" : StatisticsResource
}

YAML

  BaseliningJobName: String
  ConstraintsResource: 
    ConstraintsResource
  StatisticsResource: 
    StatisticsResource

Properties

BaseliningJobName

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

Required: No

Type: String

Pattern: ^[a-zA-Z0-9](-*[a-zA-Z0-9])*$

Minimum: 1

Maximum: 63

Update requires: Replacement

ConstraintsResource

The constraints resource for a monitoring job.

Required: No

Type: ConstraintsResource

Update requires: Replacement

StatisticsResource

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.

Required: No

Type: StatisticsResource

Update requires: Replacement