sagemaker/aws.sdk.kotlin.services.sagemaker.model/QualityCheckStepMetadata

QualityCheckStepMetadata

Container for the metadata for a Quality check step. For more information, see the topic on QualityCheck step in the Amazon SageMaker Developer Guide.

Types

Builder

class Builder

Companion

object Companion

Properties

baselineUsedForDriftCheckConstraints

val baselineUsedForDriftCheckConstraints: String?

The Amazon S3 URI of the baseline constraints file used for the drift check.

baselineUsedForDriftCheckStatistics

val baselineUsedForDriftCheckStatistics: String?

The Amazon S3 URI of the baseline statistics file used for the drift check.

calculatedBaselineConstraints

val calculatedBaselineConstraints: String?

The Amazon S3 URI of the newly calculated baseline constraints file.

calculatedBaselineStatistics

val calculatedBaselineStatistics: String?

The Amazon S3 URI of the newly calculated baseline statistics file.

checkJobArn

val checkJobArn: String?

The Amazon Resource Name (ARN) of the Quality check processing job that was run by this step execution.

checkType

val checkType: String?

The type of the Quality check step.

modelPackageGroupName

val modelPackageGroupName: String?

The model package group name.

registerNewBaseline

val registerNewBaseline: Boolean?

This flag indicates if a newly calculated baseline can be accessed through step properties BaselineUsedForDriftCheckConstraints and BaselineUsedForDriftCheckStatistics. If it is set to False, the previous baseline of the configured check type must also be available. These can be accessed through the BaselineUsedForDriftCheckConstraints and BaselineUsedForDriftCheckStatistics properties.

skipCheck

val skipCheck: Boolean?

This flag indicates if the drift check against the previous baseline will be skipped or not. If it is set to False, the previous baseline of the configured check type must be available.

violationReport

val violationReport: String?

The Amazon S3 URI of violation report if violations are detected.

Functions

copy

inline fun copy(block: QualityCheckStepMetadata.Builder.() -> Unit = {}): QualityCheckStepMetadata

equals

open operator override fun equals(other: Any?): Boolean

hashCode

open override fun hashCode(): Int

toString

open override fun toString(): String