


# Lint as: python3

import hashlib
from typing import Union
def        __lowerCamelCase		(				UpperCAmelCase_		:	Union[str, int, bytes]		):




      """simple docstring"""





      if isinstance(UpperCAmelCase_				,						UpperCAmelCase_		):
            # Data already in bytes, returns as it as
            return hash_data
      elif isinstance(UpperCAmelCase_				,						UpperCAmelCase_		):
            # We keep the data as it as for it ot be later encoded to UTF-8
            # However replace `\\` with `/` for Windows compatibility
            a		:Optional[Any]											= hash_data.replace('''\\'''				,						'''/'''		)
      elif isinstance(UpperCAmelCase_				,						UpperCAmelCase_		):
            a		:Tuple											= str(UpperCAmelCase_		)
      else:
            # If data is not of the required type, raise error
            raise InvalidKeyError(UpperCAmelCase_		)

      return hash_data.encode('''utf-8'''		)







class 	_snake_case						(   _snake_case							):




 def __init__(	self      ,						_lowerCamelCase					):
       a		:str											= '''\nFAILURE TO GENERATE DATASET: Invalid key type detected'''
       a		:Dict											= F'''\nFound Key {hash_data} of type {type(_lowerCamelCase					)}'''
       a		:Tuple											= '''\nKeys should be either str, int or bytes type'''
       super().__init__(F'''{self.prefix}{self.err_msg}{self.suffix}'''					)







class 	_snake_case						(   _snake_case							):




 def __init__(	self      ,						_lowerCamelCase      ,						_lowerCamelCase      ,						_lowerCamelCase=""					):
       a		:int											= key
       a		:Tuple											= duplicate_key_indices
       a		:str											= fix_msg
       a		:Union[str, Any]											= '''Found multiple examples generated with the same key'''
       if len(_lowerCamelCase					) <= 20:
             a		:Optional[int]											= F'''\nThe examples at index {', '.join(_lowerCamelCase					)} have the key {key}'''
       else:
             a		:List[str]											= F'''\nThe examples at index {', '.join(duplicate_key_indices[:20]					)}... ({len(_lowerCamelCase					) - 20} more) have the key {key}'''
       a		:Any											= '''\n''' + fix_msg if fix_msg else ''''''
       super().__init__(F'''{self.prefix}{self.err_msg}{self.suffix}'''					)







class 	_snake_case						:




 def __init__(	self      ,						_lowerCamelCase					):
       a		:List[Any]											= hashlib.mda(_as_bytes(_lowerCamelCase					)					)




 def  SCREAMING_SNAKE_CASE__       (	self      ,						_lowerCamelCase					):
       a		:List[str]											= self._split_mda.copy()
       a		:Dict											= _as_bytes(_lowerCamelCase					)
       mda.update(_lowerCamelCase					)
       # Convert to integer with hexadecimal conversion
       return int(mda.hexdigest()      ,						16					)









import warnings

from ...utils import logging
from .image_processing_convnext import ConvNextImageProcessor


snake_case       :					Tuple        =  logging.get_logger(__name__)







class 	_snake_case						(   _snake_case							):




 def __init__(	self      ,						*_lowerCamelCase      ,						**_lowerCamelCase					):
       warnings.warn(
           '''The class ConvNextFeatureExtractor is deprecated and will be removed in version 5 of Transformers.'''
           ''' Please use ConvNextImageProcessor instead.'''      ,						_lowerCamelCase      ,						)
       super().__init__(*_lowerCamelCase      ,						**_lowerCamelCase					)





