pulumi-aws-native-kotlin/com.pulumi.awsnative.sagemaker.kotlin.outputs/DataQualityJobDefinitionDataQualityBaselineConfig

DataQualityJobDefinitionDataQualityBaselineConfig

data class DataQualityJobDefinitionDataQualityBaselineConfig(val baseliningJobName: String? = null, val constraintsResource: DataQualityJobDefinitionConstraintsResource? = null, val statisticsResource: DataQualityJobDefinitionStatisticsResource? = null)

Baseline configuration used to validate that the data conforms to the specified constraints and statistics.

Constructors

constructor(baseliningJobName: String? = null, constraintsResource: DataQualityJobDefinitionConstraintsResource? = null, statisticsResource: DataQualityJobDefinitionStatisticsResource? = null)

Types

Link copied to clipboard
object Companion

Properties

Link copied to clipboard
val baseliningJobName: String? = null

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

Link copied to clipboard
val constraintsResource: DataQualityJobDefinitionConstraintsResource? = null

The constraints resource for a monitoring job.

Link copied to clipboard
val statisticsResource: DataQualityJobDefinitionStatisticsResource? = null

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.