Class Algorithm

    • Method Detail

      • name

        public final String name()

        The name of the algorithm.

        Returns:
        The name of the algorithm.
      • algorithmArn

        public final String algorithmArn()

        The Amazon Resource Name (ARN) of the algorithm.

        Returns:
        The Amazon Resource Name (ARN) of the algorithm.
      • algorithmImage

        public final AlgorithmImage algorithmImage()

        The URI of the Docker container for the algorithm image.

        Returns:
        The URI of the Docker container for the algorithm image.
      • hasDefaultHyperParameters

        public final boolean hasDefaultHyperParameters()
        For responses, this returns true if the service returned a value for the DefaultHyperParameters 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.
      • defaultHyperParameters

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

        Specifies the default hyperparameters.

        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 hasDefaultHyperParameters() method.

        Returns:
        Specifies the default hyperparameters.
      • defaultHyperParameterRanges

        public final DefaultHyperParameterRanges defaultHyperParameterRanges()

        Specifies the default hyperparameters, their ranges, and whether they are tunable. A tunable hyperparameter can have its value determined during hyperparameter optimization (HPO).

        Returns:
        Specifies the default hyperparameters, their ranges, and whether they are tunable. A tunable hyperparameter can have its value determined during hyperparameter optimization (HPO).
      • hasDefaultResourceConfig

        public final boolean hasDefaultResourceConfig()
        For responses, this returns true if the service returned a value for the DefaultResourceConfig 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.
      • defaultResourceConfig

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

        Specifies the default maximum number of training jobs and parallel training jobs.

        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 hasDefaultResourceConfig() method.

        Returns:
        Specifies the default maximum number of training jobs and parallel training jobs.
      • trainingInputMode

        public final String trainingInputMode()

        The training input mode.

        Returns:
        The training input mode.
      • roleArn

        public final String roleArn()

        The Amazon Resource Name (ARN) of the role.

        Returns:
        The Amazon Resource Name (ARN) of the role.
      • creationDateTime

        public final Instant creationDateTime()

        The date and time (in Unix time) that the algorithm was created.

        Returns:
        The date and time (in Unix time) that the algorithm was created.
      • lastUpdatedDateTime

        public final Instant lastUpdatedDateTime()

        The date and time (in Unix time) that the algorithm was last updated.

        Returns:
        The date and time (in Unix time) that the algorithm was last updated.
      • 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)