





def 							SCREAMING_SNAKE_CASE__  (      __a				,	__a				):

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

		return "".join(__a				)

	# matching characters
	snake_case_						:     Optional[Any]     =		get_matched_characters(__a				,	__a				)
	snake_case_						:     Any     =		get_matched_characters(__a				,	__a				)
	snake_case_						:     Optional[int]     =		len(__a				)

	# transposition
	snake_case_						:     Tuple     =		(
	    len([(ca, ca) for ca, ca in zip(__a				,	__a				) if ca != ca]				) // 2
	)

	if not match_count:
		snake_case_						:     Union[str, Any]     =		0.0
	else:
		snake_case_						:     Tuple     =		(
		    1
		    / 3
		    * (
		        match_count / len(__a				)
		        + match_count / len(__a				)
		        + (match_count - transpositions) / match_count
		    )
		)

	# common prefix up to 4 characters
	snake_case_						:     Optional[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"""))








# this script reports modified .py files under the desired list of top-level sub-dirs passed as a list of arguments, e.g.:
#   python ./utils/get_modified_files.py utils src tests examples
#
# it uses git to find the forking point and which files were modified - i.e. files not under git won't be considered
# since the output of this script is fed into Makefile commands it doesn't print a newline after the results

import re
import subprocess
import sys


_SCREAMING_SNAKE_CASE 		=						subprocess.check_output("""git merge-base main HEAD""".split()).decode("""utf-8""")
_SCREAMING_SNAKE_CASE 		=						(
    subprocess.check_output(F'''git diff --diff-filter=d --name-only {fork_point_sha}'''.split()).decode("""utf-8""").split()
)

_SCREAMING_SNAKE_CASE 		=						"""|""".join(sys.argv[1:])
_SCREAMING_SNAKE_CASE 		=						re.compile(RF'''^({joined_dirs}).*?\.py$''')

_SCREAMING_SNAKE_CASE 		=						[x for x in modified_files if regex.match(x)]
print(""" """.join(relevant_modified_files), end="""""")

