Class CreateModelExplainabilityJobDefinitionRequest

    • Method Detail

      • jobDefinitionName

        public final String jobDefinitionName()

        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.

        Returns:
        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.
      • modelExplainabilityBaselineConfig

        public final ModelExplainabilityBaselineConfig modelExplainabilityBaselineConfig()

        The baseline configuration for a model explainability job.

        Returns:
        The baseline configuration for a model explainability job.
      • modelExplainabilityAppSpecification

        public final ModelExplainabilityAppSpecification modelExplainabilityAppSpecification()

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

        Returns:
        Configures the model explainability job to run a specified Docker container image.
      • modelExplainabilityJobInput

        public final ModelExplainabilityJobInput modelExplainabilityJobInput()

        Inputs for the model explainability job.

        Returns:
        Inputs for the model explainability job.
      • modelExplainabilityJobOutputConfig

        public final MonitoringOutputConfig modelExplainabilityJobOutputConfig()
        Returns the value of the ModelExplainabilityJobOutputConfig property for this object.
        Returns:
        The value of the ModelExplainabilityJobOutputConfig property for this object.
      • jobResources

        public final MonitoringResources jobResources()
        Returns the value of the JobResources property for this object.
        Returns:
        The value of the JobResources property for this object.
      • networkConfig

        public final MonitoringNetworkConfig networkConfig()

        Networking options for a model explainability job.

        Returns:
        Networking options for a model explainability job.
      • roleArn

        public final String roleArn()

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

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

        public final MonitoringStoppingCondition stoppingCondition()
        Returns the value of the StoppingCondition property for this object.
        Returns:
        The value of the StoppingCondition property for this object.
      • hasTags

        public final boolean hasTags()
        For responses, this returns true if the service returned a value for the Tags property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.
      • tags

        public final List<Tag> tags()

        (Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.

        Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

        This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasTags() method.

        Returns:
        (Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.
      • toString

        public final String toString()
        Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.
        Overrides:
        toString in class Object