



def      lowerCAmelCase_					(  _lowercase    :       str						,       _lowercase    :       str)							->	float:







			"""simple docstring"""

			def get_matched_characters(_lowercase    :       str						,       _lowercase    :       str) -> str:
						a__       :						Any							=  []
						a__       :						Optional[Any]							=  min(len(_stra)						,       len(_stra)) // 2
						for i, l in enumerate(_stra):
									a__       :						Optional[int]							=  int(max(0						,       i - limit))
									a__       :						Optional[Any]							=  int(min(i + limit + 1						,       len(_stra)))
									if l in _stra[left:right]:
												matched.append(__snake_case)
												a__       :						Tuple							=  F'''{_stra[0:_stra.index(__snake_case)]} {_stra[_stra.index(__snake_case) + 1:]}'''

						return "".join(__snake_case)

			# matching characters
			a__       :						str							=  get_matched_characters(__snake_case						,       __snake_case)
			a__       :						str							=  get_matched_characters(__snake_case						,       __snake_case)
			a__       :						List[Any]							=  len(__snake_case)

			# transposition
			a__       :						int							=  (
			    len([(ca, ca) for ca, ca in zip(__snake_case						,       __snake_case) if ca != ca]) // 2
			)

			if not match_count:
						a__       :						List[str]							=  0.0
			else:
						a__       :						List[Any]							=  (
						    1
						    / 3
						    * (
						        match_count / len(__snake_case)
						        + match_count / len(__snake_case)
						        + (match_count - transpositions) / match_count
						    )
						)

			# common prefix up to 4 characters
			a__       :						Union[str, Any]							=  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"))









from __future__ import annotations

import math

def      lowerCAmelCase_					(  _lowercase    :       float						,       _lowercase    :       int)							->	float:







			"""simple docstring"""
			a__       :						Union[str, Any]							=  u
			for i in range(1						,       _lowercase):
						a__       :						Optional[int]							=  temp * (u - i)
			return temp

def      lowerCAmelCase_					(  )							->	None:







			"""simple docstring"""
			a__       :						Tuple							=  int(input("""enter the numbers of values: """))
			a__       :						list[list[float]]							=  []
			for _ in range(_lowercase):
						y.append([])
			for i in range(_lowercase):
						for j in range(_lowercase):
									y[i].append(_lowercase)
									a__       :						Optional[Any]							=  0

			print("""enter the values of parameters in a list: """)
			a__       :						List[Any]							=  list(map(_lowercase						,       input().split()))

			print("""enter the values of corresponding parameters: """)
			for i in range(_lowercase):
						a__       :						Optional[Any]							=  float(input())

			a__       :						Tuple							=  int(input("""enter the value to interpolate: """))
			a__       :						int							=  (value - x[0]) / (x[1] - x[0])

			# for calculating forward difference table

			for i in range(1						,       _lowercase):
						for j in range(n - i):
									a__       :						int							=  y[j + 1][i - 1] - y[j][i - 1]

			a__       :						Optional[int]							=  y[0][0]
			for i in range(1						,       _lowercase):
						summ += (ucal(_lowercase						,       _lowercase) * y[0][i]) / math.factorial(_lowercase)

			print(F'''the value at {value} is {summ}''')


if __name__ == "__main__":
		main()




