class     __UpperCAmelCase:






 """simple docstring"""




 def __init__(    self      ):

        """simple docstring"""

        A_							:       List[Any]	      =				{}
        # indexmap keys are an index and it's values are the number at that index
        A_							:       str	      =				{}
 def  UpperCAmelCase   (    self ,       __magic_name__ ,       __magic_name__      ):

        """simple docstring"""

        if isinstance(__magic_name__ ,       (range, str)      ):
               A_							:       Union[str, Any]	      =				list(__magic_name__      )
        elif not isinstance(__magic_name__ ,       __magic_name__      ):
               raise TypeError(
                   '''binary_search_delete() only accepts either a list, range or str'''      )

        A_							:       int	      =				0
        A_							:       Optional[int]	      =				len(__magic_name__      ) - 1

        while low <= high:
               A_							:       List[Any]	      =				(low + high) // 2
               if array[mid] == item:
                      array.pop(__magic_name__      )
                      return array
               elif array[mid] < item:
                      A_							:       Tuple	      =				mid + 1
               else:
                      A_							:       Union[str, Any]	      =				mid - 1
        raise ValueError(
            '''Either the item is not in the array or the array was unsorted'''      )
 def  UpperCAmelCase   (    self ,       __magic_name__ ,       __magic_name__      ):

        """simple docstring"""

        if isinstance(__magic_name__ ,       (range, str)      ):
               A_							:       Dict	      =				list(__magic_name__      )
        elif not isinstance(__magic_name__ ,       __magic_name__      ):
               raise TypeError(
                   '''binary_search_insert() only accepts either a list, range or str'''      )

        A_							:       Any	      =				0
        A_							:       Dict	      =				len(__magic_name__      ) - 1

        while low <= high:
               A_							:       Union[str, Any]	      =				(low + high) // 2
               if array[mid] == index:
                      # If the item already exists in the array,
                      # insert it after the existing item
                      array.insert(mid + 1 ,       __magic_name__      )
                      return array
               elif array[mid] < index:
                      A_							:       int	      =				mid + 1
               else:
                      A_							:       Dict	      =				mid - 1

        # If the item doesn't exist in the array, insert it at the appropriate position
        array.insert(__magic_name__ ,       __magic_name__      )
        return array
 def  UpperCAmelCase   (    self ,       __magic_name__ ,       __magic_name__      ):

        """simple docstring"""

        if index in self.indexmap:
               A_							:       Dict	      =				self.indexmap[index]
               if len(self.numbermap[n]      ) == 1:
                      del self.numbermap[n]
               else:
                      A_							:       int	      =				self.binary_search_delete(self.numbermap[n] ,       __magic_name__      )

        # Set new index
        A_							:       Dict	      =				number

        # Number not seen before or empty so insert number value
        if number not in self.numbermap:
               A_							:       Any	      =				[index]

        # Here we need to perform a binary search insertion in order to insert
        # The item in the correct place
        else:
               A_							:       List[Any]	      =				self.binary_search_insert(
                   self.numbermap[number] ,       __magic_name__      )
 def  UpperCAmelCase   (    self ,       __magic_name__      ):

        """simple docstring"""

        return self.numbermap.get(__magic_name__ ,       [-1]      )[0]


if __name__ == "__main__":
    import doctest

    doctest.testmod()





"""simple docstring"""






import warnings

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


__lowerCAmelCase				      =   logging.get_logger(__name__)
class 	_lowerCAmelCase    (      __snake_case       ):

							def __init__( self       :    Dict ,		*a       :    Any ,		**a       :    List[str]    )   ->    None:

									"""simple docstring"""
									warnings.warn(
									    '''The class ConvNextFeatureExtractor is deprecated and will be removed in version 5 of Transformers.'''
									    ''' Please use ConvNextImageProcessor instead.''' ,		a ,		)
									super().__init__(*a ,		**a    )