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

Class ModelQualityAppSpecification

    • Method Detail

      • imageUri

        public final String imageUri()

        The address of the container image that the monitoring job runs.

        Returns:
        The address of the container image that the monitoring job runs.

      • hasContainerEntrypoint

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

      • containerEntrypoint

        public final List<String> containerEntrypoint()

        Specifies the entrypoint for a container that the monitoring job runs.

        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 hasContainerEntrypoint() method.

        Returns:
        Specifies the entrypoint for a container that the monitoring job runs.

      • hasContainerArguments

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

      • containerArguments

        public final List<String> containerArguments()

        An array of arguments for the container used to run the monitoring 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 hasContainerArguments() method.

        Returns:
        An array of arguments for the container used to run the monitoring job.

      • recordPreprocessorSourceUri

        public final String recordPreprocessorSourceUri()

        An Amazon S3 URI to a script that is called per row prior to running analysis. It can base64 decode the payload and convert it into a flattened JSON so that the built-in container can use the converted data. Applicable only for the built-in (first party) containers.

        Returns:
        An Amazon S3 URI to a script that is called per row prior to running analysis. It can base64 decode the payload and convert it into a flattened JSON so that the built-in container can use the converted data. Applicable only for the built-in (first party) containers.

      • postAnalyticsProcessorSourceUri

        public final String postAnalyticsProcessorSourceUri()

        An Amazon S3 URI to a script that is called after analysis has been performed. Applicable only for the built-in (first party) containers.

        Returns:
        An Amazon S3 URI to a script that is called after analysis has been performed. Applicable only for the built-in (first party) containers.

      • problemTypeAsString

        public final String problemTypeAsString()

        The machine learning problem type of the model that the monitoring job monitors.

        If the service returns an enum value that is not available in the current SDK version, problemType will return MonitoringProblemType.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from problemTypeAsString().

        Returns:
        The machine learning problem type of the model that the monitoring job monitors.
        See Also:
        MonitoringProblemType

      • 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 container that the monitoring job runs.

        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 container that the monitoring job runs.

      • 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)