Class CreateProcessingJobRequest

    • Method Detail

      • hasProcessingInputs

        public final boolean hasProcessingInputs()
        For responses, this returns true if the service returned a value for the ProcessingInputs 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.
      • processingInputs

        public final List<ProcessingInput> processingInputs()

        An array of inputs configuring the data to download into the processing container.

        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 hasProcessingInputs() method.

        Returns:
        An array of inputs configuring the data to download into the processing container.
      • processingOutputConfig

        public final ProcessingOutputConfig processingOutputConfig()

        Output configuration for the processing job.

        Returns:
        Output configuration for the processing job.
      • processingJobName

        public final String processingJobName()

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

        Returns:
        The name of the processing job. The name must be unique within an Amazon Web Services Region in the Amazon Web Services account.
      • processingResources

        public final ProcessingResources processingResources()

        Identifies the resources, ML compute instances, and ML storage volumes to deploy for a processing job. In distributed training, you specify more than one instance.

        Returns:
        Identifies the resources, ML compute instances, and ML storage volumes to deploy for a processing job. In distributed training, you specify more than one instance.
      • stoppingCondition

        public final ProcessingStoppingCondition stoppingCondition()

        The time limit for how long the processing job is allowed to run.

        Returns:
        The time limit for how long the processing job is allowed to run.
      • appSpecification

        public final AppSpecification appSpecification()

        Configures the processing job to run a specified Docker container image.

        Returns:
        Configures the processing job to run a specified Docker container image.
      • hasEnvironment

        public final boolean hasEnvironment()
        For responses, this returns true if the service returned a value for the Environment 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.
      • environment

        public final Map<String,​String> environment()

        The environment variables to set in the Docker container. Up to 100 key and values entries in the map are supported.

        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 hasEnvironment() method.

        Returns:
        The environment variables to set in the Docker container. Up to 100 key and values entries in the map are supported.
      • networkConfig

        public final NetworkConfig networkConfig()

        Networking options for a processing job, such as whether to allow inbound and outbound network calls to and from processing containers, and the VPC subnets and security groups to use for VPC-enabled processing jobs.

        Returns:
        Networking options for a processing job, such as whether to allow inbound and outbound network calls to and from processing containers, and the VPC subnets and security groups to use for VPC-enabled processing jobs.
      • roleArn

        public final String roleArn()

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

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

        public final ExperimentConfig experimentConfig()
        Returns the value of the ExperimentConfig property for this object.
        Returns:
        The value of the ExperimentConfig property for this object.
      • 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