Package software.amazon.awssdk.services.sagemaker.model

Class MonitoringJobDefinition

    • Method Detail

      • baselineConfig

        public final MonitoringBaselineConfig baselineConfig()

        Baseline configuration used to validate that the data conforms to the specified constraints and statistics

        Returns:
        Baseline configuration used to validate that the data conforms to the specified constraints and statistics

      • hasMonitoringInputs

        public final boolean hasMonitoringInputs()
        For responses, this returns true if the service returned a value for the MonitoringInputs 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.

      • monitoringInputs

        public final List<MonitoringInput> monitoringInputs()

        The array of inputs for the monitoring job. Currently we support monitoring an Amazon SageMaker Endpoint.

        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 hasMonitoringInputs() method.

        Returns:
        The array of inputs for the monitoring job. Currently we support monitoring an Amazon SageMaker Endpoint.

      • monitoringOutputConfig

        public final MonitoringOutputConfig monitoringOutputConfig()

        The array of outputs from the monitoring job to be uploaded to Amazon S3.

        Returns:
        The array of outputs from the monitoring job to be uploaded to Amazon S3.

      • monitoringResources

        public final MonitoringResources monitoringResources()

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

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

      • monitoringAppSpecification

        public final MonitoringAppSpecification monitoringAppSpecification()

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

        Returns:
        Configures the monitoring job to run a specified Docker container image.

      • stoppingCondition

        public final MonitoringStoppingCondition stoppingCondition()

        Specifies a time limit for how long the monitoring job is allowed to run.

        Returns:
        Specifies a time limit for how long the monitoring job is allowed to run.

      • 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()

        Sets the environment variables 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:
        Sets the environment variables in the Docker container.

      • networkConfig

        public final NetworkConfig networkConfig()

        Specifies networking options for an monitoring job.

        Returns:
        Specifies networking options for an monitoring 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.

      • hashCode

        public final int hashCode()
        Overrides:
        hashCode in class Object

      • equals

        public final boolean equals​(Object obj)
        Overrides:
        equals in class 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

      • getValueForField

        public final <T> Optional<T> getValueForField​(String fieldName,
                                              Class<T> clazz)