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

Builder

class Builder

Properties

jobDefinitionName

var jobDefinitionName: String?

The name of the monitoring job definition.

jobResources

var jobResources: MonitoringResources?

Identifies the resources to deploy for a monitoring job.

modelQualityAppSpecification

var modelQualityAppSpecification: ModelQualityAppSpecification?

The container that runs the monitoring job.

modelQualityBaselineConfig

var modelQualityBaselineConfig: ModelQualityBaselineConfig?

Specifies the constraints and baselines for the monitoring job.

modelQualityJobInput

var modelQualityJobInput: ModelQualityJobInput?

A list of the inputs that are monitored. Currently endpoints are supported.

modelQualityJobOutputConfig

var modelQualityJobOutputConfig: MonitoringOutputConfig?

The output configuration for monitoring jobs.

networkConfig

var networkConfig: MonitoringNetworkConfig?

Specifies the network configuration for the monitoring job.

roleArn

var roleArn: String?

The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker AI 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

jobResources

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

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

modelQualityAppSpecification

fun modelQualityAppSpecification(block: ModelQualityAppSpecification.Builder.() -> Unit)

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

modelQualityBaselineConfig

fun modelQualityBaselineConfig(block: ModelQualityBaselineConfig.Builder.() -> Unit)

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

modelQualityJobInput

fun modelQualityJobInput(block: ModelQualityJobInput.Builder.() -> Unit)

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

modelQualityJobOutputConfig

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

construct an aws.sdk.kotlin.services.sagemaker.model.MonitoringOutputConfig 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