

'''simple docstring'''

from __future__ import annotations

def      __magic_name__							(			A				)      ->		list[int]:
	if not list_of_ints:
		return []

	if min(A				) < 0:
		raise ValueError('All numbers must be positive'				)

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

def      __magic_name__							(			A       , A				)      ->		list[int]:
	if bit_position == 0 or len(A				) in [0, 1]:
		return list_of_ints

	snake_case							=					[]
	snake_case							=					[]
	# 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(A				)
		else:
			# number has a zero at bit bit_position
			zeros.append(A				)

    # recursively split both lists further
	snake_case							=					_msd_radix_sort(A       , bit_position - 1				)
	snake_case							=					_msd_radix_sort(A       , bit_position - 1				)

	# recombine lists
	snake_case							=					zeros
	res.extend(A				)

	return res

def      __magic_name__							(			A				)      ->		Any:
	snake_case							=					len(A				)
	if not list_of_ints or length == 1:
		return

	if min(A				) < 0:
		raise ValueError('All numbers must be positive'				)

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

def      __magic_name__							(			A       , A       , A       , A				)      ->		Any:
	if bit_position == 0 or end_index - begin_index <= 1:
		return

	bit_position -= 1

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

		if changed:
			continue

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

	_msd_radix_sort_inplace(A       , A       , A       , A				)
	_msd_radix_sort_inplace(A       , A       , A       , A				)


if __name__ == "__main__":
						import doctest

						doctest.testmod()













"""simple docstring"""



import warnings

from ...utils import logging
from .image_processing_vit import ViTImageProcessor


_snake_case							:   Tuple	  =       logging.get_logger(__name__)




class 							__lowercase(							_UpperCamelCase	):






						def __init__(       self     ,    *_SCREAMING_SNAKE_CASE     ,    **_SCREAMING_SNAKE_CASE)      ->	None:




											"""simple docstring"""





											warnings.warn(
											    'The class ViTFeatureExtractor is deprecated and will be removed in version 5 of Transformers. Please'
											    ' use ViTImageProcessor instead.'     ,    _SCREAMING_SNAKE_CASE     ,    )
											super().__init__(*_SCREAMING_SNAKE_CASE     ,    **_SCREAMING_SNAKE_CASE)