


'''simple docstring'''



def      __lowercase     (						_lowercase :     str      , _lowercase :     str  ):





     '''simple docstring'''






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

          return "".join(_lowercase  )

     # matching characters
     __UpperCAmelCase     :			str  							=      get_matched_characters(_lowercase      , _lowercase  )
     __UpperCAmelCase     :			List[Any]  							=      get_matched_characters(_lowercase      , _lowercase  )
     __UpperCAmelCase     :			int  							=      len(_lowercase  )

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

     if not match_count:
          __UpperCAmelCase     :			str  							=      0.0
     else:
          __UpperCAmelCase     :			str  							=      (
              1
              / 3
              * (
                  match_count / len(_lowercase  )
                  + match_count / len(_lowercase  )
                  + (match_count - transpositions) / match_count
              )
          )

     # common prefix up to 4 characters
     __UpperCAmelCase     :			List[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'''



from argparse import ArgumentParser

from .env import EnvironmentCommand




def      _a     (						):





     '''simple docstring'''






     __UpperCAmelCase     :			Optional[Any]  							=      ArgumentParser('''Diffusers CLI tool'''      , usage='''diffusers-cli <command> [<args>]'''  )
     __UpperCAmelCase     :			Union[str, Any]  							=      parser.add_subparsers(help='''diffusers-cli command helpers'''  )

     # Register commands
     EnvironmentCommand.register_subcommand(_lowercase  )

     # Let's go
     __UpperCAmelCase     :			Union[str, Any]  							=      parser.parse_args()

     if not hasattr(_lowercase      , '''func'''  ):
          parser.print_help()
          exit(1  )

     # Run
     __UpperCAmelCase     :			Any  							=      args.func(_lowercase  )
     service.run()


if __name__ == "__main__":
      main()