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:StringConstraintsResource:ConstraintsResourceStatisticsResource: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:
1Maximum:
63Update 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
