"""simple docstring"""


import os
from typing import List, Optional, Union

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


UpperCAmelCase__  		=     logging.get_logger(__name__)

UpperCAmelCase__  		=     {"""vocab_file""": """vocab.txt"""}

UpperCAmelCase__  		=     {
    """vocab_file""": {
        """facebook/esm2_t6_8M_UR50D""": """https://huggingface.co/facebook/esm2_t6_8M_UR50D/resolve/main/vocab.txt""",
        """facebook/esm2_t12_35M_UR50D""": """https://huggingface.co/facebook/esm2_t12_35M_UR50D/resolve/main/vocab.txt""",
    },
}

UpperCAmelCase__  		=     {
    """facebook/esm2_t6_8M_UR50D""": 1_0_2_4,
    """facebook/esm2_t12_35M_UR50D""": 1_0_2_4,
}






def     __UpperCAmelCase					(			lowercase		):







  """simple docstring"""
  with open(lowercase   ,"""r"""		) as f:
    _UpperCAmelCase						 =      f.read().splitlines()
    return [l.strip() for l in lines]


class        a				(		lowerCAmelCase_   ):
    _snake_case     :  str     							=							VOCAB_FILES_NAMES
    _snake_case     :  str     							=							PRETRAINED_VOCAB_FILES_MAP
    _snake_case     :  Optional[int]     							=							PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
    _snake_case     :  List[Any]     							=							['input_ids', 'attention_mask']


    def __init__(					self	:  List[str]   ,				__lowerCAmelCase	:  Any   ,				__lowerCAmelCase	:  Dict="<unk>"   ,				__lowerCAmelCase	:  Optional[Any]="<cls>"   ,				__lowerCAmelCase	:  List[Any]="<pad>"   ,				__lowerCAmelCase	:  Dict="<mask>"   ,				__lowerCAmelCase	:  Any="<eos>"   ,				**__lowerCAmelCase	:  List[str]   ,				):
      super().__init__(**__lowerCAmelCase					)
      _UpperCAmelCase						 =      load_vocab_file(__lowerCAmelCase					)
      _UpperCAmelCase						 =      dict(enumerate(self.all_tokens					)					)
      _UpperCAmelCase						 =      {tok: ind for ind, tok in enumerate(self.all_tokens					)}
      _UpperCAmelCase						 =      unk_token
      _UpperCAmelCase						 =      cls_token
      _UpperCAmelCase						 =      pad_token
      _UpperCAmelCase						 =      mask_token
      _UpperCAmelCase						 =      eos_token
      _UpperCAmelCase						 =      self.all_tokens
      self._create_trie(self.unique_no_split_tokens					)


    def      lowerCAmelCase_  (					self	:  List[str]   ,				__lowerCAmelCase	:  int					):
      return self._id_to_token.get(__lowerCAmelCase   ,				self.unk_token					)


    def      lowerCAmelCase_  (					self	:  Dict   ,				__lowerCAmelCase	:  str					):
      return self._token_to_id.get(__lowerCAmelCase   ,				self._token_to_id.get(self.unk_token					)					)


    def      lowerCAmelCase_  (					self	:  List[str]   ,				__lowerCAmelCase	:  List[str]   ,				**__lowerCAmelCase	:  Tuple					):
      return text.split()


    def      lowerCAmelCase_  (					self	:  Any   ,				__lowerCAmelCase	:  int=False					):
      return len(self._id_to_token					)


    def      lowerCAmelCase_  (					self	:  Dict					):
      return {token: i for i, token in enumerate(self.all_tokens					)}


    def      lowerCAmelCase_  (					self	:  Dict   ,				__lowerCAmelCase	:  str					):
      return self._token_to_id.get(__lowerCAmelCase   ,				self._token_to_id.get(self.unk_token					)					)


    def      lowerCAmelCase_  (					self	:  Optional[int]   ,				__lowerCAmelCase	:  int					):
      return self._id_to_token.get(__lowerCAmelCase   ,				self.unk_token					)


    def      lowerCAmelCase_  (					self	:  List[str]   ,				__lowerCAmelCase	:  List[int]   ,				__lowerCAmelCase	:  Optional[List[int]] = None					):
      _UpperCAmelCase						 =      [self.cls_token_id]
      _UpperCAmelCase						 =      [self.eos_token_id]  # No sep token in ESM vocabulary
      if token_ids_a is None:
        if self.eos_token_id is None:
          return cls + token_ids_a
        else:
          return cls + token_ids_a + sep
      elif self.eos_token_id is None:
        raise ValueError("""Cannot tokenize multiple sequences when EOS token is not set!"""					)
      return cls + token_ids_a + sep + token_ids_a + sep  # Multiple inputs always have an EOS token


    def      lowerCAmelCase_  (					self	:  Optional[Any]   ,				__lowerCAmelCase	:  List   ,				__lowerCAmelCase	:  Optional[List] = None   ,				__lowerCAmelCase	:  bool = False					):
      if already_has_special_tokens:
        if token_ids_a is not None:
          raise ValueError(
              """You should not supply a second sequence if the provided sequence of """
              """ids is already formatted with special tokens for the model."""					)

        return [1 if token in self.all_special_ids else 0 for token in token_ids_a]
      _UpperCAmelCase						 =      [1] + ([0] * len(__lowerCAmelCase					)) + [1]
      if token_ids_a is not None:
        mask += [0] * len(__lowerCAmelCase					) + [1]
      return mask


    def      lowerCAmelCase_  (					self	:  Any   ,				__lowerCAmelCase	:  Optional[Any]   ,				__lowerCAmelCase	:  str					):
      _UpperCAmelCase						 =      os.path.join(__lowerCAmelCase   ,				(filename_prefix + """-""" if filename_prefix else """""") + """vocab.txt"""					)
      with open(__lowerCAmelCase   ,				"""w"""					) as f:
        f.write("""\n""".join(self.all_tokens					)					)
      return (vocab_file,)


    @property
    def      lowerCAmelCase_  (					self	:  Dict					):
      return self.get_vocab_size(with_added_tokens=__lowerCAmelCase					)


    def      lowerCAmelCase_  (					self	:  Any   ,				__lowerCAmelCase	:  Union[List[str], List[AddedToken]]   ,				__lowerCAmelCase	:  bool = False					):
      return super()._add_tokens(__lowerCAmelCase   ,				special_tokens=__lowerCAmelCase					)

"""simple docstring"""


def     __UpperCAmelCase					(			lowercase		):







  """simple docstring"""
  _UpperCAmelCase						 =      abs(lowercase		)
  _UpperCAmelCase						 =      0
  while n > 0:
    res += n % 10
    n //= 10
  return res






def     __UpperCAmelCase					(			lowercase		):







  """simple docstring"""
  _UpperCAmelCase						 =      abs(lowercase		)
  return n if n < 10 else n % 10 + sum_of_digits(n // 10		)






def     __UpperCAmelCase					(			lowercase		):







  """simple docstring"""
  return sum(int(lowercase		) for c in str(abs(lowercase		)		)		)






def     __UpperCAmelCase					(			):







  """simple docstring"""
  from collections.abc import Callable
  from timeit import timeit

  def benchmark_a_function(lowercase   ,lowercase		) -> None:
    _UpperCAmelCase						 =      f'''{func.__name__}({value})'''
    _UpperCAmelCase						 =      timeit(f'''__main__.{call}'''   ,setup="""import __main__"""		)
    print(f'''{call:56} = {func(lowercase		)} -- {timing:.4f} seconds'''		)

  for value in (26_21_44, 11_25_89_99_06_84_26_24, 1_26_76_50_60_02_28_22_94_01_49_67_03_20_53_76):
    for func in (sum_of_digits, sum_of_digits_recursion, sum_of_digits_compact):
      benchmark_a_function(lowercase   ,lowercase		)
    print()


if __name__ == "__main__":
    import doctest

    doctest.testmod()
    benchmark()
