pulumi-aws-native-kotlin/com.pulumi.awsnative.sagemaker.kotlin/ModelQualityJobDefinition

ModelQualityJobDefinition

class ModelQualityJobDefinition : KotlinCustomResource

Resource Type definition for AWS::SageMaker::ModelQualityJobDefinition

Properties

val creationTime: Output<String>

The time at which the job definition was created.

val endpointName: Output<String>?

val id: Output<String>

jobDefinitionArn

val jobDefinitionArn: Output<String>

The Amazon Resource Name (ARN) of job definition.

jobDefinitionName

val jobDefinitionName: Output<String>?

The name of the monitoring job definition.

val jobResources: Output<ModelQualityJobDefinitionMonitoringResources>

Identifies the resources to deploy for a monitoring job.

modelQualityAppSpecification

val modelQualityAppSpecification: Output<ModelQualityJobDefinitionModelQualityAppSpecification>

Container image configuration object for the monitoring job.

modelQualityBaselineConfig

val modelQualityBaselineConfig: Output<ModelQualityJobDefinitionModelQualityBaselineConfig>?

Specifies the constraints and baselines for the monitoring job.

modelQualityJobInput

val modelQualityJobInput: Output<ModelQualityJobDefinitionModelQualityJobInput>

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

modelQualityJobOutputConfig

val modelQualityJobOutputConfig: Output<ModelQualityJobDefinitionMonitoringOutputConfig>

The output configuration for monitoring jobs.

val networkConfig: Output<ModelQualityJobDefinitionNetworkConfig>?

Specifies the network configuration for the monitoring job.

pulumiChildResources

val pulumiChildResources: Set<KotlinResource>

pulumiResourceName

val pulumiResourceName: String

pulumiResourceType

val pulumiResourceType: String

val roleArn: Output<String>

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

stoppingCondition

val stoppingCondition: Output<ModelQualityJobDefinitionStoppingCondition>?

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

val tags: Output<List<CreateOnlyTag>>?

An array of key-value pairs to apply to this resource.

val urn: Output<String>