




from typing import Dict, List, Optional, Tuple

from ...tokenization_utils import AddedToken, PreTrainedTokenizer
from ...utils import logging


__SCREAMING_SNAKE_CASE      :				List[Any]				      =logging.get_logger(__name__)






class      A     (						_lowerCAmelCase						):
     """simple docstring"""

     _snake_case:		Optional[int]       =["input_ids", "attention_mask"]




     def __init__(      self					:				Union[str, Any]		,					A__					:				List[str]="[PAD]"		,					A__					:				Optional[int]="[BOS]"		,					A__					:				List[str]="[EOS]"		,					A__					:				List[str]="[MASK]"		,					A__					:				int="[CLS]"		,					A__					:				List[str]="[SEP]"		,					A__					:				Tuple=2_0_4_8		,					**A__					:				Dict		,					)			->    None:
           lowerCamelCase__ 					=			AddedToken(A__		,					lstrip=A__		,					rstrip=A__     ) if isinstance(A__		,					A__     ) else pad_token
           lowerCamelCase__ 					=			AddedToken(A__		,					lstrip=A__		,					rstrip=A__     ) if isinstance(A__		,					A__     ) else bos_token
           lowerCamelCase__ 					=			AddedToken(A__		,					lstrip=A__		,					rstrip=A__     ) if isinstance(A__		,					A__     ) else eos_token
           lowerCamelCase__ 					=			AddedToken(A__		,					lstrip=A__		,					rstrip=A__     ) if isinstance(A__		,					A__     ) else mask_token
           lowerCamelCase__ 					=			AddedToken(A__		,					lstrip=A__		,					rstrip=A__     ) if isinstance(A__		,					A__     ) else cls_token
           lowerCamelCase__ 					=			AddedToken(A__		,					lstrip=A__		,					rstrip=A__     ) if isinstance(A__		,					A__     ) else sep_token

           super().__init__(
               pad_token=A__		,					bos_token=A__		,					eos_token=A__		,					mask_token=A__		,					cls_token=A__		,					sep_token=A__		,					model_max_length=A__		,					**A__		,					)

           lowerCamelCase__ 					=			2**8  # utf is 8 bits

           # define special tokens dict
           lowerCamelCase__ 					=			{
               self.pad_token: 0,
               self.bos_token: 1,
               self.eos_token: 2,
               self.mask_token: 3,
               self.cls_token: 4,
               self.sep_token: 5,
           }
           lowerCamelCase__ 					=			len(self.special_tokens_encoder     )
           lowerCamelCase__ 					=			{v: k for k, v in self.special_tokens_encoder.items()}




     def 	__snake_case				(      self					:				int     )			->    Dict[str, int]:
           lowerCamelCase__ 					=			self.special_tokens_encoder.copy()
           vocab.update(self.added_tokens_encoder     )
           for i in range(self._utf_vocab_size     ):
                 lowerCamelCase__ 					=			chr(A__     )
                 lowerCamelCase__ 					=			i + len(self.special_tokens_encoder     )
           return vocab




     @property
     def 	__snake_case				(      self					:				List[str]     )			->    List[str]:
           return self._utf_vocab_size + self._num_special_tokens




     def 	__snake_case				(      self					:				Optional[Any]		,					A__					:				List[int]		,					A__					:				Optional[List[int]] = None		,					A__					:				bool = False     )			->    List[int]:
           if already_has_special_tokens:
                 return super().get_special_tokens_mask(
                     token_ids_a=A__		,					token_ids_a=A__		,					already_has_special_tokens=A__     )

           # normal case: some special tokens
           if token_ids_a is None:
                 return [1] + [0] * len(A__     ) + [1]
           return [1] + ([0] * len(A__     )) + [1] + ([0] * len(A__     )) + [1]




     def 	__snake_case				(      self					:				str		,					A__					:				List[int]		,					A__					:				Optional[List[int]] = None     )			->    List[int]:
           if token_ids_a is None:
                 return [self.cls_token_id] + token_ids_a + [self.sep_token_id]
           else:
                 return [self.cls_token_id] + token_ids_a + [self.sep_token_id] + token_ids_a + [self.sep_token_id]




     def 	__snake_case				(      self					:				Union[str, Any]		,					A__					:				str     )			->    List[str]:
           lowerCamelCase__ 					=			[chr(A__     ) for i in text.encode('utf-8'     )]
           return tokens




     def 	__snake_case				(      self					:				Optional[Any]		,					A__					:				Optional[int]     )			->    List[Any]:
           if token in self.special_tokens_encoder:
                 lowerCamelCase__ 					=			self.special_tokens_encoder[token]
           elif token in self.added_tokens_encoder:
                 lowerCamelCase__ 					=			self.added_tokens_encoder[token]
           elif len(A__     ) != 1:
                 lowerCamelCase__ 					=			self.unk_token_id
           else:
                 lowerCamelCase__ 					=			ord(A__     ) + self._num_special_tokens
           return token_id




     def 	__snake_case				(      self					:				Dict		,					A__					:				Optional[Any]     )			->    int:
           if index in self.special_tokens_decoder:
                 lowerCamelCase__ 					=			self.special_tokens_decoder[index]
           elif index in self.added_tokens_decoder:
                 lowerCamelCase__ 					=			self.added_tokens_decoder[index]
           else:
                 lowerCamelCase__ 					=			chr(index - self._num_special_tokens     )
           return token




     def 	__snake_case				(      self					:				Dict		,					A__					:				Any     )			->    Optional[Any]:
           lowerCamelCase__ 					=			b''
           for token in tokens:
                 if token in self.special_tokens_decoder:
                       lowerCamelCase__ 					=			self.special_tokens_decoder[token].encode('utf-8'     )
                 elif token in self.added_tokens_decoder:
                       lowerCamelCase__ 					=			self.special_tokens_decoder[token].encode('utf-8'     )
                 elif token in self.special_tokens_encoder:
                       lowerCamelCase__ 					=			token.encode('utf-8'     )
                 elif token in self.added_tokens_encoder:
                       lowerCamelCase__ 					=			token.encode('utf-8'     )
                 else:
                       lowerCamelCase__ 					=			bytes([ord(A__     )]     )
                 bstring += tok_string
           lowerCamelCase__ 					=			bstring.decode('utf-8'		,					errors='replace'     )
           return string




     def 	__snake_case				(      self					:				List[str]		,					A__					:				str		,					A__					:				Optional[str] = None     )			->    Tuple[str]:
           return ()





def      lowerCAmelCase_     (					lowerCamelCase:    list       ,			lowerCamelCase:    int       ,			lowerCamelCase:    int  )   ->     None:


      '''simple docstring'''




      if right <= left:
            return
      lowerCamelCase__ 					=			lowerCamelCase__ 					=			left
      lowerCamelCase__ 					=			right
      lowerCamelCase__ 					=			sorting[left]
      while i <= b:
            if sorting[i] < pivot:
                  lowerCamelCase__					,						lowerCamelCase__ 					=			sorting[i], sorting[a]
                  a += 1
                  i += 1
            elif sorting[i] > pivot:
                  lowerCamelCase__					,						lowerCamelCase__ 					=			sorting[i], sorting[b]
                  b -= 1
            else:
                  i += 1
      quick_sort_apartition(lowerCamelCase       ,			lowerCamelCase       ,			a - 1  )
      quick_sort_apartition(lowerCamelCase       ,			b + 1       ,			lowerCamelCase  )

def      lowerCAmelCase_     (					lowerCamelCase:    list       ,			lowerCamelCase:    int       ,			lowerCamelCase:    int  )   ->     None:


      '''simple docstring'''




      if left < right:
            lowerCamelCase__ 					=			lomuto_partition(lowerCamelCase       ,			lowerCamelCase       ,			lowerCamelCase  )
            quick_sort_lomuto_partition(lowerCamelCase       ,			lowerCamelCase       ,			pivot_index - 1  )
            quick_sort_lomuto_partition(lowerCamelCase       ,			pivot_index + 1       ,			lowerCamelCase  )

def      lowerCAmelCase_     (					lowerCamelCase:    list       ,			lowerCamelCase:    int       ,			lowerCamelCase:    int  )   ->     int:


      '''simple docstring'''




      lowerCamelCase__ 					=			sorting[right]
      lowerCamelCase__ 					=			left
      for i in range(lowerCamelCase       ,			lowerCamelCase  ):
            if sorting[i] < pivot:
                  lowerCamelCase__					,						lowerCamelCase__ 					=			sorting[i], sorting[store_index]
                  store_index += 1
      lowerCamelCase__					,						lowerCamelCase__ 					=			sorting[store_index], sorting[right]
      return store_index

def      lowerCAmelCase_     (					lowerCamelCase:    list  )   ->     list:


      '''simple docstring'''




      if len(lowerCamelCase  ) <= 1:
            return sorting
      return (
          three_way_radix_quicksort([i for i in sorting if i < sorting[0]]  )
          + [i for i in sorting if i == sorting[0]]
          + three_way_radix_quicksort([i for i in sorting if i > sorting[0]]  )
      )


if __name__ == "__main__":
      import doctest

      doctest.testmod(verbose=True)

      __SCREAMING_SNAKE_CASE      :				Optional[int]				      =input("""Enter numbers separated by a comma:\n""").strip()
      __SCREAMING_SNAKE_CASE      :				str				      =[int(item) for item in user_input.split(""",""")]
      quick_sort_apartition(unsorted, 0, len(unsorted) - 1)
      print(unsorted)