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

Builder

Properties

The name of the model explainability job definition. The name must be unique within an Amazon Web Services Region in the Amazon Web Services account.

jobResources

var jobResources: MonitoringResources?

Identifies the resources to deploy for a monitoring job.

modelExplainabilityAppSpecification

var modelExplainabilityAppSpecification: ModelExplainabilityAppSpecification?

Configures the model explainability job to run a specified Docker container image.

modelExplainabilityBaselineConfig

var modelExplainabilityBaselineConfig: ModelExplainabilityBaselineConfig?

The baseline configuration for a model explainability job.

modelExplainabilityJobInput

var modelExplainabilityJobInput: ModelExplainabilityJobInput?

Inputs for the model explainability job.

modelExplainabilityJobOutputConfig

var modelExplainabilityJobOutputConfig: MonitoringOutputConfig?

The output configuration for monitoring jobs.

networkConfig

var networkConfig: MonitoringNetworkConfig?

Networking options for a model explainability 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

jobResources

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

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

modelExplainabilityAppSpecification

fun modelExplainabilityAppSpecification(block: ModelExplainabilityAppSpecification.Builder.() -> Unit)

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

modelExplainabilityBaselineConfig

fun modelExplainabilityBaselineConfig(block: ModelExplainabilityBaselineConfig.Builder.() -> Unit)

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

modelExplainabilityJobInput

fun modelExplainabilityJobInput(block: ModelExplainabilityJobInput.Builder.() -> Unit)

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

modelExplainabilityJobOutputConfig

fun modelExplainabilityJobOutputConfig(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