


'''simple docstring'''






from __future__ import annotations


def 					_snake_case   (     A ,    A       )						->    list:
							lowerCAmelCase__          =	[None] * (len(A       ) + len(A       ))

							lowerCAmelCase__          =	0  # pointer to current index for left Half
							lowerCAmelCase__          =	0  # pointer to current index for the right Half
							lowerCAmelCase__          =	0  # pointer to current index for the sorted array Half

							while pointera < len(A       ) and pointera < len(A       ):
														if left_half[pointera] < right_half[pointera]:
																					lowerCAmelCase__          =	left_half[pointera]
																					pointera += 1
																					index += 1
														else:
																					lowerCAmelCase__          =	right_half[pointera]
																					pointera += 1
																					index += 1
							while pointera < len(A       ):
														lowerCAmelCase__          =	left_half[pointera]
														pointera += 1
														index += 1

							while pointera < len(A       ):
														lowerCAmelCase__          =	right_half[pointera]
														pointera += 1
														index += 1

							return sorted_array


def 					_snake_case   (     A       )						->    list:
							if len(A       ) <= 1:
														return array
							# the actual formula to calculate the middle element = left + (right - left) // 2
							# this avoids integer overflow in case of large N
							lowerCAmelCase__          =	0 + (len(A       ) - 0) // 2

							# Split the array into halves till the array length becomes equal to One
							# merge the arrays of single length returned by mergeSort function and
							# pass them into the merge arrays function which merges the array
							lowerCAmelCase__          =	array[:middle]
							lowerCAmelCase__          =	array[middle:]

							return merge(merge_sort(A       ) ,    merge_sort(A       )       )


if __name__ == "__main__":
		import doctest

		doctest.testmod()



'''simple docstring'''






import warnings

from ...utils import logging
from .image_processing_mobilenet_va import MobileNetVaImageProcessor


__UpperCAmelCase    				=							logging.get_logger(__name__)




class 		a__				(							a__  ):





							'''simple docstring'''






							def __init__(		self					,    *lowerCamelCase_					,    **lowerCamelCase_   )       ->							None:
														warnings.warn(
														    '''The class MobileNetV2FeatureExtractor is deprecated and will be removed in version 5 of Transformers.'''
														    ''' Please use MobileNetV2ImageProcessor instead.'''					,    lowerCamelCase_					,    )
														super().__init__(*lowerCamelCase_					,    **lowerCamelCase_   )