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

DataQualityJobDefinition

class DataQualityJobDefinition : KotlinCustomResource

Resource Type definition for AWS::SageMaker::DataQualityJobDefinition

Properties

val creationTime: Output<String>

The time at which the job definition was created.

dataQualityAppSpecification

val dataQualityAppSpecification: Output<DataQualityJobDefinitionDataQualityAppSpecification>

Specifies the container that runs the monitoring job.

dataQualityBaselineConfig

val dataQualityBaselineConfig: Output<DataQualityJobDefinitionDataQualityBaselineConfig>?

Configures the constraints and baselines for the monitoring job.

dataQualityJobInput

val dataQualityJobInput: Output<DataQualityJobDefinitionDataQualityJobInput>

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

dataQualityJobOutputConfig

val dataQualityJobOutputConfig: Output<DataQualityJobDefinitionMonitoringOutputConfig>

The output configuration for monitoring jobs.

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 for the monitoring job definition.

val jobResources: Output<DataQualityJobDefinitionMonitoringResources>

Identifies the resources to deploy for a monitoring job.

val networkConfig: Output<DataQualityJobDefinitionNetworkConfig>?

Specifies networking 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<DataQualityJobDefinitionStoppingCondition>?

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>