from numpy import exp, pi, sqrt



def      __SCREAMING_SNAKE_CASE  ( __UpperCamelCase   :	Tuple			,					__UpperCamelCase   :	float = 0.0			,					__UpperCamelCase   :	float = 1.0     )							-> int:







  """simple docstring"""





  return 1 / sqrt(2 * pi * sigma**2     ) * exp(-((x - mu) ** 2) / (2 * sigma**2)     )


if __name__ == "__main__":
   import doctest

   doctest.testmod()

import warnings

from ...utils import logging
from .image_processing_donut import DonutImageProcessor


__lowerCamelCase      :			str							       =		logging.get_logger(__name__)







class __snake_case    (						lowerCamelCase_		):




   def __init__(   self      :    List[str]	,     *_lowercase      :    Union[str, Any]	,     **_lowercase      :    Union[str, Any]				):



     """simple docstring"""






     warnings.warn(
         """The class DonutFeatureExtractor is deprecated and will be removed in version 5 of Transformers. Please"""
         """ use DonutImageProcessor instead."""	,     _lowercase	,     )
     super().__init__(*_lowercase	,     **_lowercase				)
