




from typing import Dict, List, Optional, Tuple

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


_lowerCamelCase							=      logging.get_logger(__name__)


class        UpperCAmelCase__				(							UpperCAmelCase__				):



     '''simple docstring'''
     _SCREAMING_SNAKE_CASE      :					Tuple     					=    ["input_ids", "attention_mask"]
     def __init__(				self ,    _lowerCAmelCase="[PAD]" ,    _lowerCAmelCase="[BOS]" ,    _lowerCAmelCase="[EOS]" ,    _lowerCAmelCase="[MASK]" ,    _lowerCAmelCase="[CLS]" ,    _lowerCAmelCase="[SEP]" ,    _lowerCAmelCase=2_048 ,    **_lowerCAmelCase ,    ):
            a			   =AddedToken(_lowerCAmelCase ,    lstrip=_lowerCAmelCase ,    rstrip=_lowerCAmelCase	) if isinstance(_lowerCAmelCase ,    _lowerCAmelCase	) else pad_token
            a			   =AddedToken(_lowerCAmelCase ,    lstrip=_lowerCAmelCase ,    rstrip=_lowerCAmelCase	) if isinstance(_lowerCAmelCase ,    _lowerCAmelCase	) else bos_token
            a			   =AddedToken(_lowerCAmelCase ,    lstrip=_lowerCAmelCase ,    rstrip=_lowerCAmelCase	) if isinstance(_lowerCAmelCase ,    _lowerCAmelCase	) else eos_token
            a			   =AddedToken(_lowerCAmelCase ,    lstrip=_lowerCAmelCase ,    rstrip=_lowerCAmelCase	) if isinstance(_lowerCAmelCase ,    _lowerCAmelCase	) else mask_token
            a			   =AddedToken(_lowerCAmelCase ,    lstrip=_lowerCAmelCase ,    rstrip=_lowerCAmelCase	) if isinstance(_lowerCAmelCase ,    _lowerCAmelCase	) else cls_token
            a			   =AddedToken(_lowerCAmelCase ,    lstrip=_lowerCAmelCase ,    rstrip=_lowerCAmelCase	) if isinstance(_lowerCAmelCase ,    _lowerCAmelCase	) else sep_token

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

            a			   =2**8  # utf is 8 bits

            # define special tokens dict
            a			   ={
                self.pad_token: 0,
                self.bos_token: 1,
                self.eos_token: 2,
                self.mask_token: 3,
                self.cls_token: 4,
                self.sep_token: 5,
            }
            a			   =len(self.special_tokens_encoder	)
            a			   ={v: k for k, v in self.special_tokens_encoder.items()}
     def        lowerCAmelCase__  (				self	):
            a			   =self.special_tokens_encoder.copy()
            vocab.update(self.added_tokens_encoder	)
            for i in range(self._utf_vocab_size	):
                   a			   =chr(_lowerCAmelCase	)
                   a			   =i + len(self.special_tokens_encoder	)
            return vocab
     @property
     def        lowerCAmelCase__  (				self	):
            return self._utf_vocab_size + self._num_special_tokens
     def        lowerCAmelCase__  (				self ,    _lowerCAmelCase ,    _lowerCAmelCase = None ,    _lowerCAmelCase = False	):
            if already_has_special_tokens:
                   return super().get_special_tokens_mask(
                       token_ids_a=_lowerCAmelCase ,    token_ids_a=_lowerCAmelCase ,    already_has_special_tokens=_lowerCAmelCase	)

            # normal case: some special tokens
            if token_ids_a is None:
                   return [1] + [0] * len(_lowerCAmelCase	) + [1]
            return [1] + ([0] * len(_lowerCAmelCase	)) + [1] + ([0] * len(_lowerCAmelCase	)) + [1]
     def        lowerCAmelCase__  (				self ,    _lowerCAmelCase ,    _lowerCAmelCase = None	):
            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        lowerCAmelCase__  (				self ,    _lowerCAmelCase	):
            a			   =[chr(_lowerCAmelCase	) for i in text.encode("""utf-8"""	)]
            return tokens
     def        lowerCAmelCase__  (				self ,    _lowerCAmelCase	):
            if token in self.special_tokens_encoder:
                   a			   =self.special_tokens_encoder[token]
            elif token in self.added_tokens_encoder:
                   a			   =self.added_tokens_encoder[token]
            elif len(_lowerCAmelCase	) != 1:
                   a			   =self.unk_token_id
            else:
                   a			   =ord(_lowerCAmelCase	) + self._num_special_tokens
            return token_id
     def        lowerCAmelCase__  (				self ,    _lowerCAmelCase	):
            if index in self.special_tokens_decoder:
                   a			   =self.special_tokens_decoder[index]
            elif index in self.added_tokens_decoder:
                   a			   =self.added_tokens_decoder[index]
            else:
                   a			   =chr(index - self._num_special_tokens	)
            return token
     def        lowerCAmelCase__  (				self ,    _lowerCAmelCase	):
            a			   =B""""""
            for token in tokens:
                   if token in self.special_tokens_decoder:
                          a			   =self.special_tokens_decoder[token].encode("""utf-8"""	)
                   elif token in self.added_tokens_decoder:
                          a			   =self.special_tokens_decoder[token].encode("""utf-8"""	)
                   elif token in self.special_tokens_encoder:
                          a			   =token.encode("""utf-8"""	)
                   elif token in self.added_tokens_encoder:
                          a			   =token.encode("""utf-8"""	)
                   else:
                          a			   =bytes([ord(_lowerCAmelCase	)]	)
                   bstring += tok_string
            a			   =bstring.decode("""utf-8""" ,    errors="""replace"""	)
            return string






     def        lowerCAmelCase__  (				self ,    _lowerCAmelCase ,    _lowerCAmelCase = None	):
            return ()






from __future__ import annotations





def 							lowerCamelCase    (							UpperCAmelCase_	:      list[int | float]      )->			int | float:

       """simple docstring"""




       if len(UpperCAmelCase_      ) == 0:
              raise ValueError("""find_min() arg is an empty sequence"""      )
       a			   =nums[0]
       for num in nums:
              a			   =min(UpperCAmelCase_   ,       UpperCAmelCase_      )
       return min_num


if __name__ == "__main__":
    import doctest

    doctest.testmod(verbose=True)
