Class DescribeProcessingJobResponse

    • 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()

        The inputs for a processing job.

        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:
        The inputs for a processing job.
      • 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 container image.

        Returns:
        Configures the processing job to run a specified 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 set in the Docker 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 hasEnvironment() method.

        Returns:
        The environment variables set in the Docker container.
      • networkConfig

        public final NetworkConfig networkConfig()

        Networking options for a processing job.

        Returns:
        Networking options for a processing job.
      • 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.
      • experimentConfig

        public final ExperimentConfig experimentConfig()

        The configuration information used to create an experiment.

        Returns:
        The configuration information used to create an experiment.
      • processingJobArn

        public final String processingJobArn()

        The Amazon Resource Name (ARN) of the processing job.

        Returns:
        The Amazon Resource Name (ARN) of the processing job.
      • exitMessage

        public final String exitMessage()

        An optional string, up to one KB in size, that contains metadata from the processing container when the processing job exits.

        Returns:
        An optional string, up to one KB in size, that contains metadata from the processing container when the processing job exits.
      • failureReason

        public final String failureReason()

        A string, up to one KB in size, that contains the reason a processing job failed, if it failed.

        Returns:
        A string, up to one KB in size, that contains the reason a processing job failed, if it failed.
      • processingEndTime

        public final Instant processingEndTime()

        The time at which the processing job completed.

        Returns:
        The time at which the processing job completed.
      • processingStartTime

        public final Instant processingStartTime()

        The time at which the processing job started.

        Returns:
        The time at which the processing job started.
      • lastModifiedTime

        public final Instant lastModifiedTime()

        The time at which the processing job was last modified.

        Returns:
        The time at which the processing job was last modified.
      • creationTime

        public final Instant creationTime()

        The time at which the processing job was created.

        Returns:
        The time at which the processing job was created.
      • monitoringScheduleArn

        public final String monitoringScheduleArn()

        The ARN of a monitoring schedule for an endpoint associated with this processing job.

        Returns:
        The ARN of a monitoring schedule for an endpoint associated with this processing job.
      • autoMLJobArn

        public final String autoMLJobArn()

        The ARN of an AutoML job associated with this processing job.

        Returns:
        The ARN of an AutoML job associated with this processing job.
      • trainingJobArn

        public final String trainingJobArn()

        The ARN of a training job associated with this processing job.

        Returns:
        The ARN of a training job associated with this processing job.
      • 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