






def      _SCREAMING_SNAKE_CASE  (	__lowercase				:     str      )  -> str:





    """simple docstring"""

    __A             =		word.upper()
    __A             =		0
    __A             =		{}
    __A             =		[]

    for letter in word:
        if letter not in letter_nums:
            __A             =		str(__lowercase      )
            next_num += 1
        word_pattern.append(letter_nums[letter]      )
    return ".".join(__lowercase      )


if __name__ == "__main__":
  import pprint
  import time

  __a :    Union[str, Any]								=				time.time()
  with open("dictionary.txt") as in_file:
    __a :    List[Any]								=				in_file.read().splitlines()

  __a :    dict								=				{}
  for word in word_list:
    __a :    str								=				get_word_pattern(word)
    if pattern in all_patterns:
      all_patterns[pattern].append(word)
    else:
      __a :    List[str]								=				[word]

  with open("word_patterns.txt", "w") as out_file:
    out_file.write(pprint.pformat(all_patterns))

  __a :    int								=				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.












from ..utils import DummyObject, requires_backends


__a :    int								=				None



def      _SCREAMING_SNAKE_CASE  (	*__lowercase				:     Any     ,			**__lowercase				:     Optional[int]      )  -> Tuple:





    """simple docstring"""

    requires_backends(__lowercase     ,			["""sentencepiece""", """tokenizers"""]      )




