
class UpperCAmelCase   :





   '''simple docstring'''


   def __init__(					self     :							Optional[Any]     ):

      """simple docstring"""
      _A:  str					=       ''''''
      _A:  Union[str, Any]					=       ''''''
      _A:  Optional[int]					=       []


   def  __magic_name__				(					self     :							List[str]			,			lowerCAmelCase_     :							int			,			lowerCAmelCase_     :							int     ):

      """simple docstring"""
      if m == -1:
         return n + 1
      elif n == -1:
         return m + 1
      elif self.dp[m][n] > -1:
         return self.dp[m][n]
      else:
         if self.worda[m] == self.worda[n]:
            _A:  Dict					=       self.__min_dist_top_down_dp(m - 1			,			n - 1     )
         else:
            _A:  str					=       self.__min_dist_top_down_dp(lowerCAmelCase_			,			n - 1     )
            _A:  Dict					=       self.__min_dist_top_down_dp(m - 1			,			lowerCAmelCase_     )
            _A:  Optional[int]					=       self.__min_dist_top_down_dp(m - 1			,			n - 1     )
            _A:  str					=       1 + min(lowerCAmelCase_			,			lowerCAmelCase_			,			lowerCAmelCase_     )

         return self.dp[m][n]


   def  __magic_name__				(					self     :							str			,			lowerCAmelCase_     :							str			,			lowerCAmelCase_     :							str     ):

      """simple docstring"""
      _A:  Optional[int]					=       worda
      _A:  Optional[Any]					=       worda
      _A:  Any					=       [[-1 for _ in range(len(lowerCAmelCase_     )     )] for _ in range(len(lowerCAmelCase_     )     )]

      return self.__min_dist_top_down_dp(len(lowerCAmelCase_     ) - 1			,			len(lowerCAmelCase_     ) - 1     )


   def  __magic_name__				(					self     :							str			,			lowerCAmelCase_     :							str			,			lowerCAmelCase_     :							str     ):

      """simple docstring"""
      _A:  str					=       worda
      _A:  Tuple					=       worda
      _A:  Dict					=       len(lowerCAmelCase_     )
      _A:  Optional[int]					=       len(lowerCAmelCase_     )
      _A:  str					=       [[0 for _ in range(n + 1     )] for _ in range(m + 1     )]

      for i in range(m + 1     ):
         for j in range(n + 1     ):
            if i == 0:  # first string is empty
               _A:  Union[str, Any]					=       j
            elif j == 0:  # second string is empty
               _A:  Tuple					=       i
            elif worda[i - 1] == worda[j - 1]:  # last characters are equal
               _A:  str					=       self.dp[i - 1][j - 1]
            else:
               _A:  List[str]					=       self.dp[i][j - 1]
               _A:  Optional[int]					=       self.dp[i - 1][j]
               _A:  Tuple					=       self.dp[i - 1][j - 1]
               _A:  str					=       1 + min(lowerCAmelCase_			,			lowerCAmelCase_			,			lowerCAmelCase_     )
      return self.dp[m][n]


if __name__ == "__main__":
   UpperCAmelCase__		:     str     			=      EditDistance()

   print('****************** Testing Edit Distance DP Algorithm ******************')
   print()

   UpperCAmelCase__		:     Dict     			=      input('Enter the first string: ').strip()
   UpperCAmelCase__		:     str     			=      input('Enter the second string: ').strip()

   print()
   print(F"""The minimum edit distance is: {solver.min_dist_top_down(Sa, Sa)}""")
   print(F"""The minimum edit distance is: {solver.min_dist_bottom_up(Sa, Sa)}""")
   print()
   print('*************** End of Testing Edit Distance DP Algorithm ***************')





# Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

import argparse

from .config import config_command_parser
from .config_args import default_config_file, load_config_from_file  # noqa: F401
from .default import default_command_parser
from .update import update_command_parser






def   lowerCamelCase__							(					a=None      )      ->   int:
   _A:  Union[str, Any]					=       argparse.ArgumentParser(add_help=a		,		allow_abbrev=a      )
   # The main config parser
   _A:  str					=       config_command_parser(a      )
   # The subparser to add commands to
   _A:  str					=       config_parser.add_subparsers(title='''subcommands'''		,		dest='''subcommand'''      )

   # Then add other parsers with the parent parser
   default_command_parser(a		,		parents=[parent_parser]      )
   update_command_parser(a		,		parents=[parent_parser]      )

   return config_parser






def   lowerCamelCase__							(					)      ->   Union[str, Any]:
   _A:  Any					=       get_config_parser()
   _A:  Tuple					=       config_parser.parse_args()

   if not hasattr(a		,		'''func'''      ):
      config_parser.print_help()
      exit(1      )

   # Run
   args.func(a      )


if __name__ == "__main__":
   main()



