code: def __init__(self, opts):
      super().__init__(opts)
  
imports: import math
  import numpy
  import torch
  from typing import Sequence, Callable
  from onmt.constants import DefaultTokens, SubwordMarker
  from onmt.transforms import register_transform
  from .transform import Transform
label_desc: Use image node_id 1 to create a new BARTNoiseTransform object from inherited base classes: Transform with example: obj = BARTNoiseTransform(opts)