import json
from typing import List, Optional, Tuple

from tokenizers import normalizers

from ...tokenization_utils_fast import PreTrainedTokenizerFast
from ...utils import logging
from .tokenization_distilbert import DistilBertTokenizer


_lowercase							:      Tuple      							=logging.get_logger(__name__)

_lowercase							:      Optional[int]      							={'''vocab_file''': '''vocab.txt''', '''tokenizer_file''': '''tokenizer.json'''}

_lowercase							:      Any      							={
    '''vocab_file''': {
        '''distilbert-base-uncased''': '''https://huggingface.co/distilbert-base-uncased/resolve/main/vocab.txt''',
        '''distilbert-base-uncased-distilled-squad''': (
            '''https://huggingface.co/distilbert-base-uncased-distilled-squad/resolve/main/vocab.txt'''
        ),
        '''distilbert-base-cased''': '''https://huggingface.co/distilbert-base-cased/resolve/main/vocab.txt''',
        '''distilbert-base-cased-distilled-squad''': (
            '''https://huggingface.co/distilbert-base-cased-distilled-squad/resolve/main/vocab.txt'''
        ),
        '''distilbert-base-german-cased''': '''https://huggingface.co/distilbert-base-german-cased/resolve/main/vocab.txt''',
        '''distilbert-base-multilingual-cased''': (
            '''https://huggingface.co/distilbert-base-multilingual-cased/resolve/main/vocab.txt'''
        ),
    },
    '''tokenizer_file''': {
        '''distilbert-base-uncased''': '''https://huggingface.co/distilbert-base-uncased/resolve/main/tokenizer.json''',
        '''distilbert-base-uncased-distilled-squad''': (
            '''https://huggingface.co/distilbert-base-uncased-distilled-squad/resolve/main/tokenizer.json'''
        ),
        '''distilbert-base-cased''': '''https://huggingface.co/distilbert-base-cased/resolve/main/tokenizer.json''',
        '''distilbert-base-cased-distilled-squad''': (
            '''https://huggingface.co/distilbert-base-cased-distilled-squad/resolve/main/tokenizer.json'''
        ),
        '''distilbert-base-german-cased''': (
            '''https://huggingface.co/distilbert-base-german-cased/resolve/main/tokenizer.json'''
        ),
        '''distilbert-base-multilingual-cased''': (
            '''https://huggingface.co/distilbert-base-multilingual-cased/resolve/main/tokenizer.json'''
        ),
    },
}

_lowercase							:      Dict      							={
    '''distilbert-base-uncased''': 5_1_2,
    '''distilbert-base-uncased-distilled-squad''': 5_1_2,
    '''distilbert-base-cased''': 5_1_2,
    '''distilbert-base-cased-distilled-squad''': 5_1_2,
    '''distilbert-base-german-cased''': 5_1_2,
    '''distilbert-base-multilingual-cased''': 5_1_2,
}


_lowercase							:      Dict      							={
    '''distilbert-base-uncased''': {'''do_lower_case''': True},
    '''distilbert-base-uncased-distilled-squad''': {'''do_lower_case''': True},
    '''distilbert-base-cased''': {'''do_lower_case''': False},
    '''distilbert-base-cased-distilled-squad''': {'''do_lower_case''': False},
    '''distilbert-base-german-cased''': {'''do_lower_case''': False},
    '''distilbert-base-multilingual-cased''': {'''do_lower_case''': False},
}



class  SCREAMING_SNAKE_CASE_ (					lowerCAmelCase_			):
  '''simple docstring'''


  lowercase		:     Any            =				VOCAB_FILES_NAMES
  lowercase		:     Optional[int]            =				PRETRAINED_VOCAB_FILES_MAP
  lowercase		:     Optional[int]            =				PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
  lowercase		:     int            =				PRETRAINED_INIT_CONFIGURATION
  lowercase		:     Optional[int]            =				["input_ids", "attention_mask"]
  lowercase		:     List[str]            =				DistilBertTokenizer







  def __init__(				self    :					List[Any]      ,	SCREAMING_SNAKE_CASE__    :					Optional[Any]=None      ,	SCREAMING_SNAKE_CASE__    :					Tuple=None      ,	SCREAMING_SNAKE_CASE__    :					List[str]=True      ,	SCREAMING_SNAKE_CASE__    :					Optional[int]="[UNK]"      ,	SCREAMING_SNAKE_CASE__    :					str="[SEP]"      ,	SCREAMING_SNAKE_CASE__    :					Optional[int]="[PAD]"      ,	SCREAMING_SNAKE_CASE__    :					str="[CLS]"      ,	SCREAMING_SNAKE_CASE__    :					Tuple="[MASK]"      ,	SCREAMING_SNAKE_CASE__    :					str=True      ,	SCREAMING_SNAKE_CASE__    :					List[str]=None      ,	**SCREAMING_SNAKE_CASE__    :					Tuple      ,	)    ->				List[Any]:
         super().__init__(
             SCREAMING_SNAKE_CASE__      ,	tokenizer_file=SCREAMING_SNAKE_CASE__      ,	do_lower_case=SCREAMING_SNAKE_CASE__      ,	unk_token=SCREAMING_SNAKE_CASE__      ,	sep_token=SCREAMING_SNAKE_CASE__      ,	pad_token=SCREAMING_SNAKE_CASE__      ,	cls_token=SCREAMING_SNAKE_CASE__      ,	mask_token=SCREAMING_SNAKE_CASE__      ,	tokenize_chinese_chars=SCREAMING_SNAKE_CASE__      ,	strip_accents=SCREAMING_SNAKE_CASE__      ,	**SCREAMING_SNAKE_CASE__      ,	)

         A						:     List[Any]         =json.loads(self.backend_tokenizer.normalizer.__getstate__()     )
         if (
             normalizer_state.get('lowercase'      ,	SCREAMING_SNAKE_CASE__     ) != do_lower_case
             or normalizer_state.get('strip_accents'      ,	SCREAMING_SNAKE_CASE__     ) != strip_accents
             or normalizer_state.get('handle_chinese_chars'      ,	SCREAMING_SNAKE_CASE__     ) != tokenize_chinese_chars
         ):
                A						:     Dict         =getattr(SCREAMING_SNAKE_CASE__      ,	normalizer_state.pop('type'     )     )
                A						:     Dict         =do_lower_case
                A						:     Dict         =strip_accents
                A						:     Optional[Any]         =tokenize_chinese_chars
                A						:     Any         =normalizer_class(**SCREAMING_SNAKE_CASE__     )

         A						:     int         =do_lower_case







  def 		SCREAMING_SNAKE_CASE_		(				self    :					List[str]      ,	SCREAMING_SNAKE_CASE__    :					int      ,	SCREAMING_SNAKE_CASE__    :					Union[str, Any]=None     )    ->				Union[str, Any]:
         A						:     List[str]         =[self.cls_token_id] + token_ids_a + [self.sep_token_id]

         if token_ids_a:
                output += token_ids_a + [self.sep_token_id]

         return output







  def 		SCREAMING_SNAKE_CASE_		(				self    :					Optional[Any]      ,	SCREAMING_SNAKE_CASE__    :					List[int]      ,	SCREAMING_SNAKE_CASE__    :					Optional[List[int]] = None     )    ->				List[int]:
         A						:     List[Any]         =[self.sep_token_id]
         A						:     Dict         =[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 		SCREAMING_SNAKE_CASE_		(				self    :					List[str]      ,	SCREAMING_SNAKE_CASE__    :					str      ,	SCREAMING_SNAKE_CASE__    :					Optional[str] = None     )    ->				Tuple[str]:
         A						:     Union[str, Any]         =self._tokenizer.model.save(SCREAMING_SNAKE_CASE__      ,	name=SCREAMING_SNAKE_CASE__     )
         return tuple(SCREAMING_SNAKE_CASE__     )







import inspect
import warnings
from typing import Any, Dict, Optional, Union

from packaging import version



def A__  (			*lowercase:     Tuple,		lowercase:     Optional[Union[Dict, Any]] = None,		lowercase:     Dict=True,		lowercase:     Any=2					)				->		List[Any]:
       from .. import __version__

       A						:     Optional[Any]         =take_from
       A						:     Union[str, Any]         =()
       if not isinstance(args[0],		lowercase					):
              A						:     List[str]         =(args,)

       for attribute, version_name, message in args:
              if version.parse(version.parse(lowercase					).base_version					) >= version.parse(lowercase					):
                     raise ValueError(
                         F'The deprecation tuple {(attribute, version_name, message)} should be removed since diffusers\''
                         F' version {__version__} is >= {version_name}'					)

              A						:     Tuple         =None
              if isinstance(lowercase,		lowercase					) and attribute in deprecated_kwargs:
                     values += (deprecated_kwargs.pop(lowercase					),)
                     A						:     Union[str, Any]         =F'The `{attribute}` argument is deprecated and will be removed in version {version_name}.'
              elif hasattr(lowercase,		lowercase					):
                     values += (getattr(lowercase,		lowercase					),)
                     A						:     Optional[Any]         =F'The `{attribute}` attribute is deprecated and will be removed in version {version_name}.'
              elif deprecated_kwargs is None:
                     A						:     List[Any]         =F'`{attribute}` is deprecated and will be removed in version {version_name}.'

              if warning is not None:
                     A						:     List[Any]         =warning + ' ' if standard_warn else ''
                     warnings.warn(warning + message,		lowercase,		stacklevel=lowercase					)

       if isinstance(lowercase,		lowercase					) and len(lowercase					) > 0:
              A						:     Any         =inspect.getouterframes(inspect.currentframe()					)[1]
              A						:     int         =call_frame.filename
              A						:     int         =call_frame.lineno
              A						:     Optional[int]         =call_frame.function
              A  ,  A						:     int         =next(iter(deprecated_kwargs.items()					)					)
              raise TypeError(F'{function} in {filename} line {line_number-1} got an unexpected keyword argument `{key}`'					)

       if len(lowercase					) == 0:
              return
       elif len(lowercase					) == 1:
              return values[0]
       return values






