



from typing import Dict, List, Optional

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


a_    :  int						  =		logging.get_logger(__name__)


a_    :  int						  =		{
    "nielsr/canine-s": 2_0_4_8,
}

# Unicode defines 1,114,112 total “codepoints”
a_    :  int						  =		1_1_1_4_1_1_2

# Below: Constants defining canonical codepoints for special, pseudo-characters.
# Copied from https://github.com/google-research/language/blob/master/language/canine/special_codepoints.py
a_    :  List[Any]						  =		0

a_    :  Dict						  =		0XE000
a_    :  Union[str, Any]						  =		0XE001
a_    :  int						  =		0XE002
a_    :  List[str]						  =		0XE003
a_    :  Dict						  =		0XE004

# Maps special codepoints to human-readable names.
a_    :  Dict[int, str]						  =		{
    # Special symbols are represented using codepoints values that are valid,
    # but designated as "Private Use", meaning that they will never be assigned
    # characters by the Unicode Consortium, and are thus safe for use here.
    #
    # NOTE: Do *NOT* add any sort of [UNK_CHAR] here. They are explicitly
    # excluded and should fail with a hard error.
    CLS: "[CLS]",
    SEP: "[SEP]",
    BOS: "[BOS]",
    MASK: "[MASK]",
    PAD: "[PAD]",
    RESERVED: "[RESERVED]",
}

# Maps special codepoint human-readable names to their codepoint values.
a_    :  Dict[str, int]						  =		{name: codepoint for codepoint, name in SPECIAL_CODEPOINTS.items()}





class  lowerCamelCase__	(    __a):
     """simple docstring"""



     _A      =      PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES







     def __init__(self					,      __a=chr(lowerCAmelCase__     )					,      __a=chr(lowerCAmelCase__     )					,      __a=chr(lowerCAmelCase__     )					,      __a=chr(lowerCAmelCase__     )					,      __a=chr(lowerCAmelCase__     )					,      __a=chr(lowerCAmelCase__     )					,      __a=False					,      __a=20_48					,      **__a					,      ):






           '''simple docstring'''



           lowerCamelCase             =		AddedToken(lowerCAmelCase__					,      lstrip=lowerCAmelCase__					,      rstrip=lowerCAmelCase__     ) if isinstance(lowerCAmelCase__					,      lowerCAmelCase__     ) else bos_token
           lowerCamelCase             =		AddedToken(lowerCAmelCase__					,      lstrip=lowerCAmelCase__					,      rstrip=lowerCAmelCase__     ) if isinstance(lowerCAmelCase__					,      lowerCAmelCase__     ) else eos_token
           lowerCamelCase             =		AddedToken(lowerCAmelCase__					,      lstrip=lowerCAmelCase__					,      rstrip=lowerCAmelCase__     ) if isinstance(lowerCAmelCase__					,      lowerCAmelCase__     ) else sep_token
           lowerCamelCase             =		AddedToken(lowerCAmelCase__					,      lstrip=lowerCAmelCase__					,      rstrip=lowerCAmelCase__     ) if isinstance(lowerCAmelCase__					,      lowerCAmelCase__     ) else cls_token
           lowerCamelCase             =		AddedToken(lowerCAmelCase__					,      lstrip=lowerCAmelCase__					,      rstrip=lowerCAmelCase__     ) if isinstance(lowerCAmelCase__					,      lowerCAmelCase__     ) else pad_token

           # Mask token behave like a normal word, i.e. include the space before it
           lowerCamelCase             =		AddedToken(lowerCAmelCase__					,      lstrip=lowerCAmelCase__					,      rstrip=lowerCAmelCase__     ) if isinstance(lowerCAmelCase__					,      lowerCAmelCase__     ) else mask_token

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

           # Creates a mapping for looking up the IDs of special symbols.
           lowerCamelCase             =		{}
           for codepoint, name in SPECIAL_CODEPOINTS.items():
                 lowerCamelCase             =		codepoint

           # Creates a mapping for looking up the string forms of special symbol IDs.
           lowerCamelCase             =		{
               codepoint: name for name, codepoint in self._special_codepoints.items()
           }

           lowerCamelCase             =		UNICODE_VOCAB_SIZE
           lowerCamelCase             =		len(self._special_codepoints     )







     @property
     def     _a   (self     ):






           '''simple docstring'''



           return self._unicode_vocab_size







     def     _a   (self					,      __a     ):






           '''simple docstring'''



           return list(lowerCAmelCase__     )







     def     _a   (self					,      __a     ):






           '''simple docstring'''



           try:
                 return ord(lowerCAmelCase__     )
           except TypeError:
                 raise ValueError(F"""invalid token: \'{token}\'"""     )







     def     _a   (self					,      __a     ):






           '''simple docstring'''



           try:
                 if index in SPECIAL_CODEPOINTS:
                       return SPECIAL_CODEPOINTS[index]
                 return chr(lowerCAmelCase__     )
           except TypeError:
                 raise ValueError(F"""invalid id: {index}"""     )







     def     _a   (self					,      __a     ):






           '''simple docstring'''



           return "".join(lowerCAmelCase__     )







     def     _a   (self					,      __a					,      __a = None     ):






           '''simple docstring'''



           lowerCamelCase             =		[self.sep_token_id]
           lowerCamelCase             =		[self.cls_token_id]

           lowerCamelCase             =		cls + token_ids_a + sep
           if token_ids_a is not None:
                 result += token_ids_a + sep
           return result







     def     _a   (self					,      __a					,      __a = None					,      __a = False     ):






           '''simple docstring'''



           if already_has_special_tokens:
                 return super().get_special_tokens_mask(
                     token_ids_a=lowerCAmelCase__					,      token_ids_a=lowerCAmelCase__					,      already_has_special_tokens=lowerCAmelCase__     )

           lowerCamelCase             =		[1] + ([0] * len(lowerCAmelCase__     )) + [1]
           if token_ids_a is not None:
                 result += ([0] * len(lowerCAmelCase__     )) + [1]
           return result







     def     _a   (self					,      __a					,      __a = None     ):






           '''simple docstring'''



           lowerCamelCase             =		[self.sep_token_id]
           lowerCamelCase             =		[self.cls_token_id]

           lowerCamelCase             =		len(cls + token_ids_a + sep     ) * [0]
           if token_ids_a is not None:
                 result += len(token_ids_a + sep     ) * [1]
           return result







     def     _a   (self					,      __a					,      __a = None     ):






           '''simple docstring'''



           return ()

from __future__ import annotations

def  __snake_case							(	__magic_name__						):







				'''simple docstring'''


				if len(__magic_name__						) == 0:
								return []
				lowercase     ,	lowercase         =      min(__magic_name__						), max(__magic_name__						)
				lowercase         =      int(max_value - min_value						) + 1
				lowercase         =      [[] for _ in range(__magic_name__						)]

				for i in my_list:
								buckets[int(i - min_value						)].append(__magic_name__						)

				return [v for bucket in buckets for v in sorted(__magic_name__						)]


if __name__ == "__main__":
						from doctest import testmod

						testmod()
						assert bucket_sort([4, 5, 3, 2, 1]) == [1, 2, 3, 4, 5]
						assert bucket_sort([0, 1, -10, 15, 2, -2]) == [-10, -2, 0, 1, 2, 15]
