

from math import factorial






class  UpperCAmelCase__	:






  """simple docstring"""


  def __init__(							self		:	List[Any]			,     __lowerCamelCase		:	str			,     __lowerCamelCase		:	Union[str, Any]      )	->							List[Any]:
       SCREAMING_SNAKE_CASE__					=					real
       if isinstance(__lowerCamelCase			,     __lowerCamelCase      ):
            SCREAMING_SNAKE_CASE__					=					[1] * rank
       else:
            SCREAMING_SNAKE_CASE__					=					rank






  def __repr__(							self		:	Any      )	->							int:
       return (
           f'''{self.real}+'''
           f'''{"+".join(str(__lowerCamelCase      )+"E"+str(n+1      )for n,dual in enumerate(self.duals      )      )}'''
       )






  def    lowercase_	(							self		:	str      )	->							Union[str, Any]:
       SCREAMING_SNAKE_CASE__					=					self.duals.copy()
       while cur[-1] == 0:
            cur.pop(-1      )
       return Dual(self.real			,     __lowerCamelCase      )






  def __add__(							self		:	Any			,     __lowerCamelCase		:	Optional[Any]      )	->							str:
       if not isinstance(__lowerCamelCase			,     __lowerCamelCase      ):
            return Dual(self.real + other			,     self.duals      )
       SCREAMING_SNAKE_CASE__					=					self.duals.copy()
       SCREAMING_SNAKE_CASE__					=					other.duals.copy()
       if len(__lowerCamelCase      ) > len(__lowerCamelCase      ):
            o_dual.extend([1] * (len(__lowerCamelCase      ) - len(__lowerCamelCase      ))      )
       elif len(__lowerCamelCase      ) < len(__lowerCamelCase      ):
            s_dual.extend([1] * (len(__lowerCamelCase      ) - len(__lowerCamelCase      ))      )
       SCREAMING_SNAKE_CASE__					=					[]
       for i in range(len(__lowerCamelCase      )      ):
            new_duals.append(s_dual[i] + o_dual[i]      )
       return Dual(self.real + other.real			,     __lowerCamelCase      )

  a     =      __add__






  def __sub__(							self		:	Optional[int]			,     __lowerCamelCase		:	Optional[Any]      )	->							Optional[Any]:
       return self + other * -1






  def __mul__(							self		:	Union[str, Any]			,     __lowerCamelCase		:	str      )	->							int:
       if not isinstance(__lowerCamelCase			,     __lowerCamelCase      ):
            SCREAMING_SNAKE_CASE__					=					[]
            for i in self.duals:
                 new_duals.append(i * other      )
            return Dual(self.real * other			,     __lowerCamelCase      )
       SCREAMING_SNAKE_CASE__					=					[0] * (len(self.duals      ) + len(other.duals      ) + 1)
       for i, item in enumerate(self.duals      ):
            for j, jtem in enumerate(other.duals      ):
                 new_duals[i + j + 1] += item * jtem
       for k in range(len(self.duals      )      ):
            new_duals[k] += self.duals[k] * other.real
       for index in range(len(other.duals      )      ):
            new_duals[index] += other.duals[index] * self.real
       return Dual(self.real * other.real			,     __lowerCamelCase      )

  a     =      __mul__






  def __truediv__(							self		:	str			,     __lowerCamelCase		:	str      )	->							Optional[Any]:
       if not isinstance(__lowerCamelCase			,     __lowerCamelCase      ):
            SCREAMING_SNAKE_CASE__					=					[]
            for i in self.duals:
                 new_duals.append(i / other      )
            return Dual(self.real / other			,     __lowerCamelCase      )
       raise ValueError






  def __floordiv__(							self		:	str			,     __lowerCamelCase		:	Union[str, Any]      )	->							Any:
       if not isinstance(__lowerCamelCase			,     __lowerCamelCase      ):
            SCREAMING_SNAKE_CASE__					=					[]
            for i in self.duals:
                 new_duals.append(i // other      )
            return Dual(self.real // other			,     __lowerCamelCase      )
       raise ValueError







  def __pow__(							self		:	Tuple			,     __lowerCamelCase		:	Tuple      )	->							List[str]:
       if n < 0 or isinstance(__lowerCamelCase			,     __lowerCamelCase      ):
            raise ValueError('''power must be a positive integer'''      )
       if n == 0:
            return 1
       if n == 1:
            return self
       SCREAMING_SNAKE_CASE__					=					self
       for _ in range(n - 1      ):
            x *= self
       return x



def        UpperCAmelCase_     (		_A   ,	_A   ,	_A       ):





     '''simple docstring'''




     if not callable(_A       ):
          raise ValueError('''differentiate() requires a function as input for func'''       )
     if not isinstance(_A   ,	(float, int)       ):
          raise ValueError('''differentiate() requires a float as input for position'''       )
     if not isinstance(_A   ,	_A       ):
          raise ValueError('''differentiate() requires an int as input for order'''       )
     SCREAMING_SNAKE_CASE__					=					Dual(_A   ,	1       )
     SCREAMING_SNAKE_CASE__					=					func(_A       )
     if order == 0:
          return result.real
     return result.duals[order - 1] * factorial(_A       )


if __name__ == "__main__":
       import doctest

       doctest.testmod()
       def        UpperCAmelCase_     (		_A       ):





            '''simple docstring'''




            return y**2 * y**4







       print(differentiate(f, 9, 2))





from typing import List

import datasets
from datasets.tasks import AudioClassification

from ..folder_based_builder import folder_based_builder


_SCREAMING_SNAKE_CASE  :						Optional[Any]         =    datasets.utils.logging.get_logger(__name__)






class  UpperCAmelCase__	( folder_based_builder.FolderBasedBuilderConfig ):






  """simple docstring"""


  a     =      None
  a     =      None






class  UpperCAmelCase__	( folder_based_builder.FolderBasedBuilder ):






  """simple docstring"""


  a     =      datasets.Audio()
  a     =      "audio"
  a     =      AudioFolderConfig
  a     =      42  # definition at the bottom of the script
  a     =      AudioClassification(audio_column="audio"		,  label_column="label" )



_SCREAMING_SNAKE_CASE  :						str         =    [
    '''.aiff''',
    '''.au''',
    '''.avr''',
    '''.caf''',
    '''.flac''',
    '''.htk''',
    '''.svx''',
    '''.mat4''',
    '''.mat5''',
    '''.mpc2k''',
    '''.ogg''',
    '''.paf''',
    '''.pvf''',
    '''.raw''',
    '''.rf64''',
    '''.sd2''',
    '''.sds''',
    '''.ircam''',
    '''.voc''',
    '''.w64''',
    '''.wav''',
    '''.nist''',
    '''.wavex''',
    '''.wve''',
    '''.xi''',
    '''.mp3''',
    '''.opus''',
]
_SCREAMING_SNAKE_CASE  :						List[Any]         =    AUDIO_EXTENSIONS


