code: 
  
  
  """simple docstring"""
  
  
  
  
  import json
  from typing import List, Optional, Tuple
  
  from tokenizers import normalizers
  
  from ...tokenization_utils_fast import PreTrainedTokenizerFast
  from ...utils import logging
  from .tokenization_splinter import SplinterTokenizer
  
  
  __SCREAMING_SNAKE_CASE					=						logging.get_logger(__name__)
  
  __SCREAMING_SNAKE_CASE					=						{"""vocab_file""": """vocab.txt"""}
  
  __SCREAMING_SNAKE_CASE					=						{
      """vocab_file""": {
          """tau/splinter-base""": """https://huggingface.co/tau/splinter-base/resolve/main/vocab.txt""",
          """tau/splinter-base-qass""": """https://huggingface.co/tau/splinter-base-qass/resolve/main/vocab.txt""",
          """tau/splinter-large""": """https://huggingface.co/tau/splinter-large/resolve/main/vocab.txt""",
          """tau/splinter-large-qass""": """https://huggingface.co/tau/splinter-large-qass/resolve/main/vocab.txt""",
      }
  }
  
  __SCREAMING_SNAKE_CASE					=						{
      """tau/splinter-base""": 5_12,
      """tau/splinter-base-qass""": 5_12,
      """tau/splinter-large""": 5_12,
      """tau/splinter-large-qass""": 5_12,
  }
  
  __SCREAMING_SNAKE_CASE					=						{
      """tau/splinter-base""": {"""do_lower_case""": False},
      """tau/splinter-base-qass""": {"""do_lower_case""": False},
      """tau/splinter-large""": {"""do_lower_case""": False},
      """tau/splinter-large-qass""": {"""do_lower_case""": False},
  }
  
  
  
  
  
  class __snake_case		(					_SCREAMING_SNAKE_CASE      ):
  
  
  
  
  
  
  
     """simple docstring"""
  
  
  
  
     lowerCAmelCase_				:   Tuple     	=			VOCAB_FILES_NAMES
     lowerCAmelCase_				:   List[str]     	=			PRETRAINED_VOCAB_FILES_MAP
     lowerCAmelCase_				:   Any     	=			PRETRAINED_INIT_CONFIGURATION
     lowerCAmelCase_				:   Optional[Any]     	=			PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
     lowerCAmelCase_				:   Optional[int]     	=			SplinterTokenizer
  
  
  
  
     def __init__(		self							:Union[str, Any]				,  UpperCamelCase__							:Optional[int]=None				,  UpperCamelCase__							:Optional[Any]=None				,  UpperCamelCase__							:Union[str, Any]=True				,  UpperCamelCase__							:Dict="[UNK]"				,  UpperCamelCase__							:Union[str, Any]="[SEP]"				,  UpperCamelCase__							:List[Any]="[PAD]"				,  UpperCamelCase__							:int="[CLS]"				,  UpperCamelCase__							:str="[MASK]"				,  UpperCamelCase__							:Tuple="[QUESTION]"				,  UpperCamelCase__							:int=True				,  UpperCamelCase__							:int=None				,  **UpperCamelCase__							:Optional[int]				,  ):
            super().__init__(
                UpperCamelCase__				,  tokenizer_file=UpperCamelCase__				,  do_lower_case=UpperCamelCase__				,  unk_token=UpperCamelCase__				,  sep_token=UpperCamelCase__				,  pad_token=UpperCamelCase__				,  cls_token=UpperCamelCase__				,  mask_token=UpperCamelCase__				,  tokenize_chinese_chars=UpperCamelCase__				,  strip_accents=UpperCamelCase__				,  additional_special_tokens=(question_token,)				,  **UpperCamelCase__				,  )
  
            _a          =				json.loads(self.backend_tokenizer.normalizer.__getstate__()       )
            if (
                pre_tok_state.get("lowercase"				,  UpperCamelCase__       ) != do_lower_case
                or pre_tok_state.get("strip_accents"				,  UpperCamelCase__       ) != strip_accents
            ):
                   _a          =				getattr(UpperCamelCase__				,  pre_tok_state.pop("type"       )       )
                   _a          =				do_lower_case
                   _a          =				strip_accents
                   _a          =				pre_tok_class(**UpperCamelCase__       )
  
            _a          =				do_lower_case
  
  
  
  
     @property
     def SCREAMING_SNAKE_CASE_      (		self							:str       ):
            return self.convert_tokens_to_ids(self.question_token       )
  
  
  
  
     def SCREAMING_SNAKE_CASE_      (		self							:Optional[Any]				,  UpperCamelCase__							:List[int]				,  UpperCamelCase__							:Optional[List[int]] = None       ):
            if token_ids_a is None:
                   return [self.cls_token_id] + token_ids_a + [self.sep_token_id]
  
            _a          =				[self.cls_token_id]
            _a          =				[self.sep_token_id]
            _a          =				[self.question_token_id] + [self.convert_tokens_to_ids("."       )]
            if self.padding_side == "right":
                   # Input is question-then-context
                   return cls + token_ids_a + question_suffix + sep + token_ids_a + sep
            else:
                   # Input is context-then-question
                   return cls + token_ids_a + sep + token_ids_a + question_suffix + sep
  
  
  
  
     def SCREAMING_SNAKE_CASE_      (		self							:List[Any]				,  UpperCamelCase__							:List[int]				,  UpperCamelCase__							:Optional[List[int]] = None       ):
            _a          =				[self.sep_token_id]
            _a          =				[self.cls_token_id]
            _a          =				[self.question_token_id] + [self.convert_tokens_to_ids("."       )]
            if token_ids_a is None:
                   return len(cls + token_ids_a + sep       ) * [0]
  
            if self.padding_side == "right":
                   # Input is question-then-context
                   return len(cls + token_ids_a + question_suffix + sep       ) * [0] + len(token_ids_a + sep       ) * [1]
            else:
                   # Input is context-then-question
                   return len(cls + token_ids_a + sep       ) * [0] + len(token_ids_a + question_suffix + sep       ) * [1]
  
  
  
  
     def SCREAMING_SNAKE_CASE_      (		self							:Optional[int]				,  UpperCamelCase__							:str				,  UpperCamelCase__							:Optional[str] = None       ):
            _a          =				self._tokenizer.model.save(UpperCamelCase__				,  name=UpperCamelCase__       )
            return tuple(UpperCamelCase__       )
  
style_context: 
  
  
  """simple docstring"""
  
  
  
  
  from __future__ import annotations
  
  
  
  def 						__a      (  a,		a					):
  
  
  
  
  
         """simple docstring"""
  
  
  
  
  
  
  
         assert len(a					) == len(a					)
  
         _a          =				len(a					)
         _a          =				list(range(a					)					)
         _a          =				[-1] * n  # who the donor has donated to
         _a          =				[-1] * n  # who the recipient has received from
         _a          =				[0] * n
  
         while unmatched_donors:
                _a          =				unmatched_donors[0]
                _a          =				donor_pref[donor]
                _a          =				donor_preference[num_donations[donor]]
                num_donations[donor] += 1
                _a          =				recipient_pref[recipient]
                _a          =				rec_record[recipient]
  
                if prev_donor != -1:
                       if rec_preference.index(a					) > rec_preference.index(a					):
                              _a          =				donor
                              _a          =				recipient
                              unmatched_donors.append(a					)
                              unmatched_donors.remove(a					)
                else:
                       _a          =				donor
                       _a          =				recipient
                       unmatched_donors.remove(a					)
         return donor_record
  