


'''simple docstring'''






import os
from shutil import copyfile
from typing import List, Optional, Tuple

from ...tokenization_utils import AddedToken
from ...tokenization_utils_fast import PreTrainedTokenizerFast
from ...utils import is_sentencepiece_available, logging


if is_sentencepiece_available():
  from .tokenization_rembert import RemBertTokenizer
else:
  __A   :    Any											= None

__A   :    Tuple											= logging.get_logger(__name__)
__A   :    Tuple											= {"vocab_file": "sentencepiece.model", "tokenizer_file": "tokenizer.json"}

__A   :    Any											= {
    "vocab_file": {
        "google/rembert": "https://huggingface.co/google/rembert/resolve/main/sentencepiece.model",
    },
    "tokenizer_file": {
        "google/rembert": "https://huggingface.co/google/rembert/resolve/main/tokenizer.json",
    },
}

__A   :    Union[str, Any]											= {
    "google/rembert": 256,
}

__A   :    Tuple											= "▁"






class   __snake_case			(  _SCREAMING_SNAKE_CASE):







    """simple docstring"""



    lowercase  					=   VOCAB_FILES_NAMES
    lowercase  					=   PRETRAINED_VOCAB_FILES_MAP
    lowercase  					=   PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
    lowercase  					=   RemBertTokenizer

    def __init__(  self       :    List[Any]       ,		lowerCamelCase       :    List[str]=None       ,		lowerCamelCase       :    Dict=None       ,		lowerCamelCase       :    List[str]=True       ,		lowerCamelCase       :    Optional[Any]=True       ,		lowerCamelCase       :    Optional[Any]=False       ,		lowerCamelCase       :    Optional[int]="[CLS]"       ,		lowerCamelCase       :    str="[SEP]"       ,		lowerCamelCase       :    Tuple="<unk>"       ,		lowerCamelCase       :    Any="[SEP]"       ,		lowerCamelCase       :    Tuple="<pad>"       ,		lowerCamelCase       :    Any="[CLS]"       ,		lowerCamelCase       :    List[Any]="[MASK]"       ,		**lowerCamelCase       :    str       ,		)  ->    Tuple:
      # Mask token behave like a normal word, i.e. include the space before it
      lowerCAmelCase_     : Tuple     =  AddedToken(lowerCamelCase       ,		lstrip=lowerCamelCase       ,		rstrip=lowerCamelCase						) if isinstance(lowerCamelCase       ,		lowerCamelCase						) else mask_token

      super().__init__(
          lowerCamelCase       ,		tokenizer_file=lowerCamelCase       ,		do_lower_case=lowerCamelCase       ,		remove_space=lowerCamelCase       ,		keep_accents=lowerCamelCase       ,		bos_token=lowerCamelCase       ,		eos_token=lowerCamelCase       ,		unk_token=lowerCamelCase       ,		sep_token=lowerCamelCase       ,		pad_token=lowerCamelCase       ,		cls_token=lowerCamelCase       ,		mask_token=lowerCamelCase       ,		**lowerCamelCase       ,		)

      lowerCAmelCase_     : Any     =  do_lower_case
      lowerCAmelCase_     : str     =  remove_space
      lowerCAmelCase_     : Any     =  keep_accents
      lowerCAmelCase_     : Union[str, Any]     =  vocab_file
      lowerCAmelCase_     : Tuple     =  False if not self.vocab_file else True

    def __lowercase  (  self       :    str       ,		lowerCamelCase       :    List[int]       ,		lowerCamelCase       :    Optional[List[int]] = None						)  ->    List[int]:
      lowerCAmelCase_     : Union[str, Any]     =  [self.sep_token_id]
      lowerCAmelCase_     : str     =  [self.cls_token_id]
      if token_ids_a is None:
        return cls + token_ids_a + sep
      return cls + token_ids_a + sep + token_ids_a + sep

    def __lowercase  (  self       :    int       ,		lowerCamelCase       :    List[int]       ,		lowerCamelCase       :    Optional[List[int]] = None       ,		lowerCamelCase       :    bool = False						)  ->    List[int]:

      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 x in [self.sep_token_id, self.cls_token_id] else 0 for x in token_ids_a]

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

    def __lowercase  (  self       :    int       ,		lowerCamelCase       :    List[int]       ,		lowerCamelCase       :    Optional[List[int]] = None						)  ->    List[int]:
      lowerCAmelCase_     : List[Any]     =  [self.sep_token_id]
      lowerCAmelCase_     : Union[str, Any]     =  [self.cls_token_id]

      if token_ids_a is None:
        return len(cls + token_ids_a + sep						) * [0]
      return len(cls + token_ids_a + sep						) * [0] + len(token_ids_a + sep						) * [1]





    def __lowercase  (  self       :    Optional[int]       ,		lowerCamelCase       :    str       ,		lowerCamelCase       :    Optional[str] = None						)  ->    Tuple[str]:
      if not os.path.isdir(lowerCamelCase						):
        logger.error("""Vocabulary path ({}) should be a directory""".format(lowerCamelCase						)						)
        return
      lowerCAmelCase_     : int     =  os.path.join(
          lowerCamelCase       ,		(filename_prefix + """-""" if filename_prefix else """""") + VOCAB_FILES_NAMES["""vocab_file"""]						)

      if os.path.abspath(self.vocab_file						) != os.path.abspath(lowerCamelCase						):
        copyfile(self.vocab_file       ,		lowerCamelCase						)

      return (out_vocab_file,)







'''simple docstring'''






from collections.abc import Iterator, MutableMapping
from dataclasses import dataclass
from typing import Generic, TypeVar

__A   :    Union[str, Any]											= TypeVar("KEY")
__A   :    Union[str, Any]											= TypeVar("VAL")






@dataclass(frozen=_SCREAMING_SNAKE_CASE      ,slots=_SCREAMING_SNAKE_CASE)
class   __snake_case			(  Generic[KEY, VAL]):







    """simple docstring"""



    lowercase  					=   42
    lowercase  					=   42







class   __snake_case			(  _Item):







    """simple docstring"""



    def __init__(  self       :    int						)  ->    None:
      super().__init__(lowerCamelCase       ,		lowerCamelCase						)





    def __bool__(  self       :    Tuple						)  ->    bool:
      return False







__A   :    Any											= _DeletedItem()






class   __snake_case			(  MutableMapping[KEY, VAL]):







    """simple docstring"""



    def __init__(  self       :    Optional[int]       ,		lowerCamelCase       :    int = 8       ,		lowerCamelCase       :    float = 0.75						)  ->    None:
      lowerCAmelCase_     : str     =  initial_block_size
      lowerCAmelCase_     : list[_Item | None]     =  [None] * initial_block_size
      assert 0.0 < capacity_factor < 1.0
      lowerCAmelCase_     : Optional[Any]     =  capacity_factor
      lowerCAmelCase_     : List[Any]     =  0

    def __lowercase  (  self       :    List[Any]       ,		lowerCamelCase       :    KEY						)  ->    int:
      return hash(lowerCamelCase						) % len(self._buckets						)

    def __lowercase  (  self       :    Optional[Any]       ,		lowerCamelCase       :    int						)  ->    int:
      return (ind + 1) % len(self._buckets						)

    def __lowercase  (  self       :    Union[str, Any]       ,		lowerCamelCase       :    int       ,		lowerCamelCase       :    KEY       ,		lowerCamelCase       :    VAL						)  ->    bool:
      lowerCAmelCase_     : Union[str, Any]     =  self._buckets[ind]
      if not stored:
        lowerCAmelCase_     : List[Any]     =  _Item(lowerCamelCase       ,		lowerCamelCase						)
        self._len += 1
        return True
      elif stored.key == key:
        lowerCAmelCase_     : List[str]     =  _Item(lowerCamelCase       ,		lowerCamelCase						)
        return True
      else:
        return False

    def __lowercase  (  self       :    Optional[Any]						)  ->    bool:
      lowerCAmelCase_     : str     =  len(self._buckets						) * self._capacity_factor
      return len(self						) >= int(lowerCamelCase						)

    def __lowercase  (  self       :    Dict						)  ->    bool:
      if len(self._buckets						) <= self._initial_block_size:
        return False
      lowerCAmelCase_     : Optional[int]     =  len(self._buckets						) * self._capacity_factor / 2
      return len(self						) < limit

    def __lowercase  (  self       :    Tuple       ,		lowerCamelCase       :    int						)  ->    None:
      lowerCAmelCase_     : Union[str, Any]     =  self._buckets
      lowerCAmelCase_     : str     =  [None] * new_size
      lowerCAmelCase_     : str     =  0
      for item in old_buckets:
        if item:
          self._add_item(item.key       ,		item.val						)

    def __lowercase  (  self       :    Tuple						)  ->    None:
      self._resize(len(self._buckets						) * 2						)

    def __lowercase  (  self       :    Union[str, Any]						)  ->    None:
      self._resize(len(self._buckets						) // 2						)

    def __lowercase  (  self       :    Optional[int]       ,		lowerCamelCase       :    KEY						)  ->    Iterator[int]:
      lowerCAmelCase_     : int     =  self._get_bucket_index(lowerCamelCase						)
      for _ in range(len(self._buckets						)						):
        yield ind
        lowerCAmelCase_     : Dict     =  self._get_next_ind(lowerCamelCase						)

    def __lowercase  (  self       :    Tuple       ,		lowerCamelCase       :    KEY       ,		lowerCamelCase       :    VAL						)  ->    None:
      for ind in self._iterate_buckets(lowerCamelCase						):
        if self._try_set(lowerCamelCase       ,		lowerCamelCase       ,		lowerCamelCase						):
          break

    def __setitem__(  self       :    Tuple       ,		lowerCamelCase       :    KEY       ,		lowerCamelCase       :    VAL						)  ->    None:
      if self._is_full():
        self._size_up()

      self._add_item(lowerCamelCase       ,		lowerCamelCase						)

    def __delitem__(  self       :    Optional[int]       ,		lowerCamelCase       :    KEY						)  ->    None:
      for ind in self._iterate_buckets(lowerCamelCase						):
        lowerCAmelCase_     : int     =  self._buckets[ind]
        if item is None:
          raise KeyError(lowerCamelCase						)
        if item is _deleted:
          continue
        if item.key == key:
          lowerCAmelCase_     : List[Any]     =  _deleted
          self._len -= 1
          break
      if self._is_sparse():
        self._size_down()

    def __getitem__(  self       :    Any       ,		lowerCamelCase       :    KEY						)  ->    VAL:
      for ind in self._iterate_buckets(lowerCamelCase						):
        lowerCAmelCase_     : Dict     =  self._buckets[ind]
        if item is None:
          break
        if item is _deleted:
          continue
        if item.key == key:
          return item.val
      raise KeyError(lowerCamelCase						)

    def __len__(  self       :    Any						)  ->    int:
      return self._len

    def __iter__(  self       :    Optional[Any]						)  ->    Iterator[KEY]:
      yield from (item.key for item in self._buckets if item)





    def __repr__(  self       :    List[Any]						)  ->    str:
      lowerCAmelCase_     : int     =  """ ,""".join(
          F'{item.key}: {item.val}' for item in self._buckets if item						)
      return F'HashMap({val_string})'



