





"""simple docstring"""





def 				lowerCAmelCase_			(      SCREAMING_SNAKE_CASE       :							List[str]   ):


							'''simple docstring'''







							__lowerCamelCase      :      Optional[int]         =0
							__lowerCamelCase      :      Optional[Any]         =len(SCREAMING_SNAKE_CASE   )

							for i in range(n - 1   ):
														for j in range(i + 1    ,						SCREAMING_SNAKE_CASE   ):
																					if arr[i] > arr[j]:
																												num_inversions += 1

							return num_inversions



def 				lowerCAmelCase_			(      SCREAMING_SNAKE_CASE       :							Tuple   ):


							'''simple docstring'''







							if len(SCREAMING_SNAKE_CASE   ) <= 1:
														return arr, 0
							__lowerCamelCase      :      Optional[int]         =len(SCREAMING_SNAKE_CASE   ) // 2
							__lowerCamelCase      :      Union[str, Any]         =arr[0:mid]
							__lowerCamelCase      :      Union[str, Any]         =arr[mid:]

							__lowerCamelCase    ,						__lowerCamelCase      :      int         =count_inversions_recursive(SCREAMING_SNAKE_CASE   )
							__lowerCamelCase    ,						__lowerCamelCase      :      List[str]         =count_inversions_recursive(SCREAMING_SNAKE_CASE   )
							__lowerCamelCase    ,						__lowerCamelCase      :      Any         =_count_cross_inversions(SCREAMING_SNAKE_CASE    ,						SCREAMING_SNAKE_CASE   )

							__lowerCamelCase      :      int         =inversion_p + inversions_q + cross_inversions
							return c, num_inversions



def 				lowerCAmelCase_			(      SCREAMING_SNAKE_CASE       :							Optional[int]    ,						SCREAMING_SNAKE_CASE       :							str   ):


							'''simple docstring'''







							__lowerCamelCase      :      Any         =[]
							__lowerCamelCase      :      Union[str, Any]         =0
							while i < len(SCREAMING_SNAKE_CASE   ) and j < len(SCREAMING_SNAKE_CASE   ):
														if p[i] > q[j]:
																					# if P[1] > Q[j], then P[k] > Q[k] for all  i < k <= len(P)
																					# These are all inversions. The claim emerges from the
																					# property that P is sorted.
																					num_inversion += len(SCREAMING_SNAKE_CASE   ) - i
																					r.append(q[j]   )
																					j += 1
														else:
																					r.append(p[i]   )
																					i += 1

							if i < len(SCREAMING_SNAKE_CASE   ):
														r.extend(p[i:]   )
							else:
														r.extend(q[j:]   )

							return r, num_inversion



def 				lowerCAmelCase_			(      ):


							'''simple docstring'''







							__lowerCamelCase      :      Any         =[10, 2, 1, 5, 5, 2, 11]

							# this arr has 8 inversions:
							# (10, 2), (10, 1), (10, 5), (10, 5), (10, 2), (2, 1), (5, 2), (5, 2)

							__lowerCamelCase      :      str         =count_inversions_bf(SCREAMING_SNAKE_CASE   )
							__lowerCamelCase    ,						__lowerCamelCase      :      str         =count_inversions_recursive(SCREAMING_SNAKE_CASE   )

							assert num_inversions_bf == num_inversions_recursive == 8

							print('''number of inversions = '''    ,						SCREAMING_SNAKE_CASE   )

							# testing an array with zero inversion (a sorted arr_1)

							arr_a.sort()
							__lowerCamelCase      :      Dict         =count_inversions_bf(SCREAMING_SNAKE_CASE   )
							__lowerCamelCase    ,						__lowerCamelCase      :      Any         =count_inversions_recursive(SCREAMING_SNAKE_CASE   )

							assert num_inversions_bf == num_inversions_recursive == 0
							print('''number of inversions = '''    ,						SCREAMING_SNAKE_CASE   )

							# an empty list should also have zero inversions
							__lowerCamelCase      :      List[str]         =[]
							__lowerCamelCase      :      Union[str, Any]         =count_inversions_bf(SCREAMING_SNAKE_CASE   )
							__lowerCamelCase    ,						__lowerCamelCase      :      Union[str, Any]         =count_inversions_recursive(SCREAMING_SNAKE_CASE   )

							assert num_inversions_bf == num_inversions_recursive == 0
							print('''number of inversions = '''    ,						SCREAMING_SNAKE_CASE   )


if __name__ == "__main__":
							main()











"""simple docstring"""





import warnings

from ...utils import logging
from .image_processing_flava import FlavaImageProcessor


_UpperCamelCase							=      logging.get_logger(__name__)
class 		SCREAMING_SNAKE_CASE_							(    snake_case__   ):
				"""simple docstring"""




				def __init__(     self  :List[str]						,    *__lowercase  :int						,    **__lowercase  :Any			):
											warnings.warn(
											    '''The class FlavaFeatureExtractor is deprecated and will be removed in version 5 of Transformers. Please'''
											    ''' use FlavaImageProcessor instead.'''						,    __lowercase						,    )
											super().__init__(*__lowercase						,    **__lowercase			)




