def 							__UpperCAmelCase     (							UpperCAmelCase,		UpperCAmelCase							)->							Tuple:



			"""simple docstring"""







			def get_matched_characters(UpperCAmelCase,		UpperCAmelCase							) -> str:
						lowercase       		=		[]
						lowercase       		=		min(len(_stra							),		len(_stra							)							) // 2
						for i, l in enumerate(_stra							):
									lowercase       		=		int(max(0,		i - limit							)							)
									lowercase       		=		int(min(i + limit + 1,		len(_stra							)							)							)
									if l in _stra[left:right]:
												matched.append(UpperCamelCase_							)
												lowercase       		=		f'{_stra[0:_stra.index(UpperCamelCase_							)]} {_stra[_stra.index(UpperCamelCase_							) + 1:]}'

						return "".join(UpperCamelCase_							)

			# matching characters
			lowercase       		=		get_matched_characters(UpperCamelCase_,		UpperCamelCase_							)
			lowercase       		=		get_matched_characters(UpperCamelCase_,		UpperCamelCase_							)
			lowercase       		=		len(UpperCamelCase_							)

			# transposition
			lowercase       		=		(
			    len([(ca, ca) for ca, ca in zip(UpperCamelCase_,		UpperCamelCase_							) if ca != ca]							) // 2
			)

			if not match_count:
						lowercase       		=		0.0
			else:
						lowercase       		=		(
						    1
						    / 3
						    * (
						        match_count / len(UpperCamelCase_							)
						        + match_count / len(UpperCamelCase_							)
						        + (match_count - transpositions) / match_count
						    )
						)

			# common prefix up to 4 characters
			lowercase       		=		0
			for ca, ca in zip(stra[:4],		stra[:4]							):
						if ca == ca:
									prefix_len += 1
						else:
									break

			return jaro + 0.1 * prefix_len * (1 - jaro)


if __name__ == "__main__":
						import doctest

						doctest.testmod()
						print(jaro_winkler("hello", "world"))









'''simple docstring'''





from ..utils import DummyObject, requires_backends




class 				UpperCAmelCase			(			metaclass=_snake_case						):
 UpperCAmelCase				=					["note_seq"]


 def __init__(      self							:	List[str]			,       *__lowerCamelCase							:	int			,       **__lowerCamelCase							:	Optional[int] ):
    requires_backends(self			,       ['''note_seq'''] )


 @classmethod
 def        __SCREAMING_SNAKE_CASE					(      cls							:	Optional[Any]			,       *__lowerCamelCase							:	Dict			,       **__lowerCamelCase							:	Optional[Any] ):
    requires_backends(cls			,       ['''note_seq'''] )





 @classmethod
 def        __SCREAMING_SNAKE_CASE					(      cls							:	str			,       *__lowerCamelCase							:	Any			,       **__lowerCamelCase							:	Optional[Any] ):
    requires_backends(cls			,       ['''note_seq'''] )



