


'''simple docstring'''







from __future__ import annotations







def _UpperCamelCase			(	__A       )				->						Dict:


      '''simple docstring'''



      if not list_of_ints:
            return []

      if min(_lowerCamelCase       ) < 0:
            raise ValueError("All numbers must be positive"       )

      UpperCamelCase__      =							max(len(bin(_lowerCamelCase       )[2:]       ) for x in list_of_ints       )
      return _msd_radix_sort(_lowerCamelCase ,     _lowerCamelCase       )







def _UpperCamelCase			(	__A ,     __A       )				->						Any:


      '''simple docstring'''



      if bit_position == 0 or len(_lowerCamelCase       ) in [0, 1]:
            return list_of_ints

      UpperCamelCase__      =							[]
      UpperCamelCase__      =							[]
      # Split numbers based on bit at bit_position from the right
      for number in list_of_ints:
            if (number >> (bit_position - 1)) & 1:
                  # number has a one at bit bit_position
                  ones.append(_lowerCamelCase       )
            else:
                  # number has a zero at bit bit_position
                  zeros.append(_lowerCamelCase       )

    # recursively split both lists further
      UpperCamelCase__      =							_msd_radix_sort(_lowerCamelCase ,     bit_position - 1       )
      UpperCamelCase__      =							_msd_radix_sort(_lowerCamelCase ,     bit_position - 1       )

      # recombine lists
      UpperCamelCase__      =							zeros
      res.extend(_lowerCamelCase       )

      return res







def _UpperCamelCase			(	__A       )				->						Tuple:


      '''simple docstring'''



      UpperCamelCase__      =							len(_lowerCamelCase       )
      if not list_of_ints or length == 1:
            return

      if min(_lowerCamelCase       ) < 0:
            raise ValueError("All numbers must be positive"       )

      UpperCamelCase__      =							max(len(bin(_lowerCamelCase       )[2:]       ) for x in list_of_ints       )
      _msd_radix_sort_inplace(_lowerCamelCase ,     _lowerCamelCase ,     0 ,     _lowerCamelCase       )







def _UpperCamelCase			(	__A ,     __A ,     __A ,     __A       )				->						int:


      '''simple docstring'''



      if bit_position == 0 or end_index - begin_index <= 1:
            return

      bit_position -= 1

      UpperCamelCase__      =							begin_index
      UpperCamelCase__      =							end_index - 1
      while i <= j:
            UpperCamelCase__      =							False
            if not (list_of_ints[i] >> bit_position) & 1:
                  # found zero at the beginning
                  i += 1
                  UpperCamelCase__      =							True
            if (list_of_ints[j] >> bit_position) & 1:
                  # found one at the end
                  j -= 1
                  UpperCamelCase__      =							True

            if changed:
                  continue

            UpperCamelCase__      =							list_of_ints[j], list_of_ints[i]
            j -= 1
            if j != i:
                  i += 1

      _msd_radix_sort_inplace(_lowerCamelCase ,     _lowerCamelCase ,     _lowerCamelCase ,     _lowerCamelCase       )
      _msd_radix_sort_inplace(_lowerCamelCase ,     _lowerCamelCase ,     _lowerCamelCase ,     _lowerCamelCase       )


if __name__ == "__main__":
  import doctest

  doctest.testmod()










import warnings

from ...utils import logging
from .image_processing_detr import DetrImageProcessor


__SCREAMING_SNAKE_CASE     =	logging.get_logger(__name__)

class 						lowerCamelCase_     (			_A    ):






						'''simple docstring'''







						def __init__(						self   :      Dict						,						*__lowerCamelCase   :      Tuple						,						**__lowerCamelCase   :      Dict			)   ->					None:
									warnings.warn(
									    "The class DetrFeatureExtractor is deprecated and will be removed in version 5 of Transformers."
									    " Please use DetrImageProcessor instead."						,						__lowerCamelCase						,						)
									super().__init__(*__lowerCamelCase						,						**__lowerCamelCase			)