



'''simple docstring'''

def 					__lowerCamelCase					(				lowerCAmelCase_						,      lowerCAmelCase_  )      ->				float:

		def get_matched_characters(lowerCAmelCase_						,      lowerCAmelCase_  ) -> str:
				_a					:				Any				=							[]
				_a					:				List[str]				=							min(len(_stra  )						,      len(_stra  )  ) // 2
				for i, l in enumerate(_stra  ):
						_a					:				Dict				=							int(max(0						,      i - limit  )  )
						_a					:				str				=							int(min(i + limit + 1						,      len(_stra  )  )  )
						if l in _stra[left:right]:
								matched.append(lowerCAmelCase_  )
								_a					:				List[Any]				=							f"""{_stra[0:_stra.index(lowerCAmelCase_  )]} {_stra[_stra.index(lowerCAmelCase_  ) + 1:]}"""

				return "".join(lowerCAmelCase_  )

		# matching characters
		_a					:				int				=							get_matched_characters(lowerCAmelCase_						,      lowerCAmelCase_  )
		_a					:				List[str]				=							get_matched_characters(lowerCAmelCase_						,      lowerCAmelCase_  )
		_a					:				Optional[int]				=							len(lowerCAmelCase_  )

		# transposition
		_a					:				Optional[Any]				=							(
		    len([(ca, ca) for ca, ca in zip(lowerCAmelCase_						,      lowerCAmelCase_  ) if ca != ca]  ) // 2
		)

		if not match_count:
				_a					:				List[Any]				=							0.0
		else:
				_a					:				int				=							(
				    1
				    / 3
				    * (
				        match_count / len(lowerCAmelCase_  )
				        + match_count / len(lowerCAmelCase_  )
				        + (match_count - transpositions) / match_count
				    )
				)

		# common prefix up to 4 characters
		_a					:				str				=							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'''

# Function to print upper half of diamond (pyramid)



def 					__lowerCamelCase					(				lowerCAmelCase_  )      ->				int:
		for i in range(0						,      lowerCAmelCase_  ):
				for _ in range(0						,      n - i - 1  ):  # printing spaces
						print(' '						,      end=''  )
				for _ in range(0						,      i + 1  ):  # printing stars
						print('* '						,      end=''  )
				print()



def 					__lowerCamelCase					(				lowerCAmelCase_  )      ->				Union[str, Any]:
		for i in range(lowerCAmelCase_						,      0						,      -1  ):
				for _ in range(lowerCAmelCase_						,      0						,      -1  ):  # printing stars
						print('* '						,      end=''  )
				print()
				for _ in range(n - i + 1						,      0						,      -1  ):  # printing spaces
						print(' '						,      end=''  )



def 					__lowerCamelCase					(				lowerCAmelCase_  )      ->				Tuple:
		if n <= 0:
				print('       ...       ....        nothing printing :('  )
				return
		floyd(lowerCAmelCase_  )  # upper half
		reverse_floyd(lowerCAmelCase_  )  # lower half


if __name__ == "__main__":
							print(r'''| /\ | |- |  |-  |--| |\  /| |-''')
							print(r'''|/  \| |- |_ |_  |__| | \/ | |_''')
							__lowerCAmelCase						      =       1
							while K:
														__lowerCAmelCase						      =       int(input('''enter the number and , and see the magic : '''))
														print()
														pretty_print(user_number)
														__lowerCAmelCase						      =       int(input('''press 0 to exit... and 1 to continue...'''))

							print('''Good Bye...''')




