sagemaker/aws.sdk.kotlin.services.sagemaker.model/CreateDataQualityJobDefinitionRequest/Builder

Builder

class Builder

Properties

dataQualityAppSpecification

var dataQualityAppSpecification: DataQualityAppSpecification?

Specifies the container that runs the monitoring job.

dataQualityBaselineConfig

var dataQualityBaselineConfig: DataQualityBaselineConfig?

Configures the constraints and baselines for the monitoring job.

dataQualityJobInput

var dataQualityJobInput: DataQualityJobInput?

A list of inputs for the monitoring job. Currently endpoints are supported as monitoring inputs.

dataQualityJobOutputConfig

var dataQualityJobOutputConfig: MonitoringOutputConfig?

The output configuration for monitoring jobs.

jobDefinitionName

var jobDefinitionName: String?

The name for the monitoring job definition.

jobResources

var jobResources: MonitoringResources?

Identifies the resources to deploy for a monitoring job.

networkConfig

var networkConfig: MonitoringNetworkConfig?

Specifies networking configuration for the monitoring job.

roleArn

var roleArn: String?

The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.

stoppingCondition

var stoppingCondition: MonitoringStoppingCondition?

A time limit for how long the monitoring job is allowed to run before stopping.

Functions

dataQualityAppSpecification

fun dataQualityAppSpecification(block: DataQualityAppSpecification.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.DataQualityAppSpecification inside the given block

dataQualityBaselineConfig

fun dataQualityBaselineConfig(block: DataQualityBaselineConfig.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.DataQualityBaselineConfig inside the given block

dataQualityJobInput

fun dataQualityJobInput(block: DataQualityJobInput.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.DataQualityJobInput inside the given block

dataQualityJobOutputConfig

fun dataQualityJobOutputConfig(block: MonitoringOutputConfig.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.MonitoringOutputConfig inside the given block

jobResources

fun jobResources(block: MonitoringResources.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.MonitoringResources inside the given block

networkConfig

fun networkConfig(block: MonitoringNetworkConfig.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.MonitoringNetworkConfig inside the given block

stoppingCondition

fun stoppingCondition(block: MonitoringStoppingCondition.Builder.() -> Unit)

construct an aws.sdk.kotlin.services.sagemaker.model.MonitoringStoppingCondition inside the given block