Package com.pulumi.aws.sagemaker

Class DataQualityJobDefinitionArgs

  • public final class DataQualityJobDefinitionArgs
extends com.pulumi.resources.ResourceArgs

    • Method Detail

      • dataQualityBaselineConfig

        public java.util.Optional<com.pulumi.core.Output<DataQualityJobDefinitionDataQualityBaselineConfigArgs>> dataQualityBaselineConfig()
        Returns:
        Configures the constraints and baselines for the monitoring job. Fields are documented below.

      • name

        public java.util.Optional<com.pulumi.core.Output<java.lang.String>> name()
        Returns:
        The name of the data quality job definition. If omitted, the provider will assign a random, unique name.

      • networkConfig

        public java.util.Optional<com.pulumi.core.Output<DataQualityJobDefinitionNetworkConfigArgs>> networkConfig()
        Returns:
        Specifies networking configuration for the monitoring job. Fields are documented below.

      • region

        public java.util.Optional<com.pulumi.core.Output<java.lang.String>> region()
        Returns:
        Region where this resource will be [managed](https://docs.aws.amazon.com/general/latest/gr/rande.html#regional-endpoints). Defaults to the Region set in the provider configuration.

      • roleArn

        public com.pulumi.core.Output<java.lang.String> roleArn()
        Returns:
        ARN of an IAM role that Amazon SageMaker AI can assume to perform tasks on your behalf.

      • stoppingCondition

        public java.util.Optional<com.pulumi.core.Output<DataQualityJobDefinitionStoppingConditionArgs>> stoppingCondition()
        Returns:
        A time limit for how long the monitoring job is allowed to run before stopping. Fields are documented below.

      • tags

        public java.util.Optional<com.pulumi.core.Output<java.util.Map<java.lang.String,​java.lang.String>>> tags()
        Returns:
        A mapping of tags to assign to the resource. If configured with a provider `defaultTags` configuration block present, tags with matching keys will overwrite those defined at the provider-level.