Class DatasetInputDataConfig

    • Method Detail

      • hasAugmentedManifests

        public final boolean hasAugmentedManifests()
        For responses, this returns true if the service returned a value for the AugmentedManifests 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.
      • augmentedManifests

        public final List<DatasetAugmentedManifestsListItem> augmentedManifests()

        A list of augmented manifest files that provide training data for your custom model. An augmented manifest file is a labeled dataset that is produced by Amazon SageMaker Ground Truth.

        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 hasAugmentedManifests() method.

        Returns:
        A list of augmented manifest files that provide training data for your custom model. An augmented manifest file is a labeled dataset that is produced by Amazon SageMaker Ground Truth.
      • dataFormat

        public final DatasetDataFormat dataFormat()

        COMPREHEND_CSV: The data format is a two-column CSV file, where the first column contains labels and the second column contains documents.

        AUGMENTED_MANIFEST: The data format

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

        Returns:
        COMPREHEND_CSV: The data format is a two-column CSV file, where the first column contains labels and the second column contains documents.

        AUGMENTED_MANIFEST: The data format

        See Also:
        DatasetDataFormat
      • dataFormatAsString

        public final String dataFormatAsString()

        COMPREHEND_CSV: The data format is a two-column CSV file, where the first column contains labels and the second column contains documents.

        AUGMENTED_MANIFEST: The data format

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

        Returns:
        COMPREHEND_CSV: The data format is a two-column CSV file, where the first column contains labels and the second column contains documents.

        AUGMENTED_MANIFEST: The data format

        See Also:
        DatasetDataFormat
      • documentClassifierInputDataConfig

        public final DatasetDocumentClassifierInputDataConfig documentClassifierInputDataConfig()

        The input properties for training a document classifier model.

        For more information on how the input file is formatted, see Preparing training data in the Comprehend Developer Guide.

        Returns:
        The input properties for training a document classifier model.

        For more information on how the input file is formatted, see Preparing training data in the Comprehend Developer Guide.

      • entityRecognizerInputDataConfig

        public final DatasetEntityRecognizerInputDataConfig entityRecognizerInputDataConfig()

        The input properties for training an entity recognizer model.

        Returns:
        The input properties for training an entity recognizer model.
      • 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)