code: 
  
  
  
  
  '''simple docstring'''
  
  
  
  
  
  
  
  def 	_lowercase	(			lowercase_						):
  
  
  
  		'''simple docstring'''
  
  
  
  
  
  
  
  		if len(lowercase_						) > 1:
  				_snake_case			 = len(lowercase_						) // 2  # Finds the middle of the array
  				_snake_case			 = arr[
  				    :middle_length
  				]  # Creates an array of the elements in the first half.
  				_snake_case			 = arr[
  				    middle_length:
  				]  # Creates an array of the elements in the second half.
  				_snake_case			 = len(lowercase_						)
  				_snake_case			 = len(lowercase_						)
  				merge(lowercase_						)  # Starts sorting the left.
  				merge(lowercase_						)  # Starts sorting the right
  				_snake_case			 = 0  # Left Counter
  				_snake_case			 = 0  # Right Counter
  				_snake_case			 = 0  # Position Counter
  				while (
  				    left_index < left_size and right_index < right_size
  				):  # Runs until the lowers size of the left and right are sorted.
  						if left_array[left_index] < right_array[right_index]:
  								_snake_case			 = left_array[left_index]
  								left_index += 1
  						else:
  								_snake_case			 = right_array[right_index]
  								right_index += 1
  						index += 1
  				while (
  				    left_index < left_size
  				):  # Adds the left over elements in the left half of the array
  						_snake_case			 = left_array[left_index]
  						left_index += 1
  						index += 1
  				while (
  				    right_index < right_size
  				):  # Adds the left over elements in the right half of the array
  						_snake_case			 = right_array[right_index]
  						right_index += 1
  						index += 1
  		return arr
  
  
  if __name__ == "__main__":
  						import doctest
  
  						doctest.testmod()
  
  
  
  
  
  
style_context: 
  
  
  
  
  '''simple docstring'''
  
  
  
  
  
  
  
  import warnings
  
  from ...utils import logging
  from .image_processing_vilt import ViltImageProcessor
  
  
  _lowerCamelCase							:		Optional[Any]										=						logging.get_logger(__name__)
  
  
  
  
  
  class   lowerCamelCase_							( UpperCAmelCase_							):
  
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  
  					def __init__(					self,						*__UpperCamelCase,						**__UpperCamelCase				):
  							warnings.warn(
  							    "The class ViltFeatureExtractor is deprecated and will be removed in version 5 of Transformers. Please"
  							    " use ViltImageProcessor instead.",						__UpperCamelCase,						)
  							super().__init__(*__UpperCamelCase,						**__UpperCamelCase				)
  
  
  
  
  
  