code: def cls() -> Type["MappingDataProcessor"]:
      return AugmentationProcessor
  
imports: import copy
  from dataclasses import dataclass, field
  from functools import partial
  from typing import List, Iterable, Type
  import numpy
  from paiargparse import pai_dataclass, pai_meta
  from tfaip.data.pipeline.definitions import Sample
  from tfaip.data.pipeline.processor.dataprocessor import MappingDataProcessor, DataProcessorParams
  from tfaip.util.multiprocessing.parallelmap import parallel_map
  from calamari_ocr.ocr.augmentation.data_augmenter import DataAugmenterParams, DefaultDataAugmenterParams
  from calamari_ocr.ocr.augmentation.dataaugmentationparams import DataAugmentationAmount
label_desc: Use image node_id 1 for calling the AugmentationProcessorParams obj's underlying member method code with example usage: obj.cls() and returns: AugmentationProcessor