code: 
  
  
  
  
  
  
  def 			__lowercase	(						_UpperCamelCase     )    ->str:
  
  
  
  
  
  
  
        """simple docstring"""
  
        lowercase			:   List[str]					   =		word.upper()
        lowercase			:   int					   =		0
        lowercase			:   Any					   =		{}
        lowercase			:   Tuple					   =		[]
  
        for letter in word:
              if letter not in letter_nums:
                    lowercase			:   Optional[int]					   =		str(_UpperCamelCase     )
                    next_num += 1
              word_pattern.append(letter_nums[letter]     )
        return ".".join(_UpperCamelCase     )
  
  
  if __name__ == "__main__":
    import pprint
    import time
  
    __a   				=      time.time()
    with open('''dictionary.txt''') as in_file:
      __a   				=      in_file.read().splitlines()
  
    __a   				=      {}
    for word in word_list:
      __a   				=      get_word_pattern(word)
      if pattern in all_patterns:
        all_patterns[pattern].append(word)
      else:
        __a   				=      [word]
  
    with open('''word_patterns.txt''', '''w''') as out_file:
      out_file.write(pprint.pformat(all_patterns))
  
    __a   				=      round(time.time() - start_time, 2)
    print(F'''Done!  {len(all_patterns):,} word patterns found in {total_time} seconds.''')
    # Done!  9,581 word patterns found in 0.58 seconds.
  
  
style_context: 
  
  
  __a   				=      [
      [0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0],
      [0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0],
      [0, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0],
      [0, 1, 0, 0, 1, 1, 0, 0, 1, 0, 1, 0, 0],
      [0, 1, 0, 0, 1, 1, 0, 0, 1, 1, 1, 0, 0],
      [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0],
      [0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0],
      [0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0],
  ]
  
  
  
  
  def 			__lowercase	(						_UpperCamelCase,    _UpperCamelCase,    _UpperCamelCase,    _UpperCamelCase     )    ->bool:
  
  
  
  
  
  
  
        """simple docstring"""
  
        return 0 <= row < rows and 0 <= col < cols
  
  
  
  
  def 			__lowercase	(						_UpperCamelCase,    _UpperCamelCase,    _UpperCamelCase,    _UpperCamelCase     )    ->int:
  
  
  
  
  
  
  
        """simple docstring"""
  
        lowercase			:   Optional[int]					   =		len(_UpperCamelCase     )
        lowercase			:   str					   =		len(mat[0]     )
        if is_safe(_UpperCamelCase,    _UpperCamelCase,    _UpperCamelCase,    _UpperCamelCase     ) and (row, col) not in seen and mat[row][col] == 1:
              seen.add((row, col)     )
              return (
                  1
                  + depth_first_search(row + 1,    _UpperCamelCase,    _UpperCamelCase,    _UpperCamelCase     )
                  + depth_first_search(row - 1,    _UpperCamelCase,    _UpperCamelCase,    _UpperCamelCase     )
                  + depth_first_search(_UpperCamelCase,    col + 1,    _UpperCamelCase,    _UpperCamelCase     )
                  + depth_first_search(_UpperCamelCase,    col - 1,    _UpperCamelCase,    _UpperCamelCase     )
              )
        else:
              return 0
  
  
  
  
  def 			__lowercase	(						_UpperCamelCase     )    ->int:
  
  
  
  
  
  
  
        """simple docstring"""
  
        lowercase			:   set					   =		set()
  
        lowercase			:   Tuple					   =		0
        for row, line in enumerate(_UpperCamelCase     ):
              for col, item in enumerate(_UpperCamelCase     ):
                    if item == 1 and (row, col) not in seen:
                          # Maximizing the area
                          lowercase			:   Tuple					   =		max(_UpperCamelCase,    depth_first_search(_UpperCamelCase,    _UpperCamelCase,    _UpperCamelCase,    _UpperCamelCase     )     )
        return max_area
  
  
  if __name__ == "__main__":
    import doctest
  
    print(find_max_area(matrix))  # Output -> 6
    doctest.testmod()
  
  