

'''simple docstring'''
from typing import Dict, List, Optional

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


lowerCamelCase :      int					 =     logging.get_logger(__name__)


lowerCamelCase :      Union[str, Any]					 =     {
    "nielsr/canine-s": 2_0_4_8,
}

# Unicode defines 1,114,112 total “codepoints”
lowerCamelCase :      Tuple					 =     1_1_1_4_1_1_2

# Below: Constants defining canonical codepoints for special, pseudo-characters.
# Copied from https://github.com/google-research/language/blob/master/language/canine/special_codepoints.py
lowerCamelCase :      Any					 =     0

lowerCamelCase :      Union[str, Any]					 =     0XE000
lowerCamelCase :      Optional[Any]					 =     0XE001
lowerCamelCase :      Union[str, Any]					 =     0XE002
lowerCamelCase :      str					 =     0XE003
lowerCamelCase :      Union[str, Any]					 =     0XE004

# Maps special codepoints to human-readable names.
lowerCamelCase :      Dict[int, str]					 =     {
    # Special symbols are represented using codepoints values that are valid,
    # but designated as "Private Use", meaning that they will never be assigned
    # characters by the Unicode Consortium, and are thus safe for use here.
    #
    # NOTE: Do *NOT* add any sort of [UNK_CHAR] here. They are explicitly
    # excluded and should fail with a hard error.
    CLS: "[CLS]",
    SEP: "[SEP]",
    BOS: "[BOS]",
    MASK: "[MASK]",
    PAD: "[PAD]",
    RESERVED: "[RESERVED]",
}

# Maps special codepoint human-readable names to their codepoint values.
lowerCamelCase :      Dict[str, int]					 =     {name: codepoint for codepoint, name in SPECIAL_CODEPOINTS.items()}







class 							A__    (       A__  ):
  A__		 =				PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES





  def __init__(		self      :	str							,					_a      :	Optional[int]=chr(_a )							,					_a      :	Optional[Any]=chr(_a )							,					_a      :	List[str]=chr(_a )							,					_a      :	Any=chr(_a )							,					_a      :	str=chr(_a )							,					_a      :	str=chr(_a )							,					_a      :	int=False							,					_a      :	Any=2048							,					**_a      :	int							,					)	->    Tuple:





       '''simple docstring'''






       _SCREAMING_SNAKE_CASE							    =AddedToken(_a							,					lstrip=_a							,					rstrip=_a ) if isinstance(_a							,					_a ) else bos_token
       _SCREAMING_SNAKE_CASE							    =AddedToken(_a							,					lstrip=_a							,					rstrip=_a ) if isinstance(_a							,					_a ) else eos_token
       _SCREAMING_SNAKE_CASE							    =AddedToken(_a							,					lstrip=_a							,					rstrip=_a ) if isinstance(_a							,					_a ) else sep_token
       _SCREAMING_SNAKE_CASE							    =AddedToken(_a							,					lstrip=_a							,					rstrip=_a ) if isinstance(_a							,					_a ) else cls_token
       _SCREAMING_SNAKE_CASE							    =AddedToken(_a							,					lstrip=_a							,					rstrip=_a ) if isinstance(_a							,					_a ) else pad_token

       # Mask token behave like a normal word, i.e. include the space before it
       _SCREAMING_SNAKE_CASE							    =AddedToken(_a							,					lstrip=_a							,					rstrip=_a ) if isinstance(_a							,					_a ) else mask_token

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

       # Creates a mapping for looking up the IDs of special symbols.
       _SCREAMING_SNAKE_CASE							    ={}
       for codepoint, name in SPECIAL_CODEPOINTS.items():
            _SCREAMING_SNAKE_CASE							    =codepoint

       # Creates a mapping for looking up the string forms of special symbol IDs.
       _SCREAMING_SNAKE_CASE							    ={
           codepoint: name for name, codepoint in self._special_codepoints.items()
       }

       _SCREAMING_SNAKE_CASE							    =UNICODE_VOCAB_SIZE
       _SCREAMING_SNAKE_CASE							    =len(self._special_codepoints )





  @property
  def 						A  (		self      :	Dict )	->    int:





       '''simple docstring'''






       return self._unicode_vocab_size





  def 						A  (		self      :	List[Any]							,					_a      :	str )	->    List[str]:





       '''simple docstring'''






       return list(_a )





  def 						A  (		self      :	int							,					_a      :	str )	->    int:





       '''simple docstring'''






       try:
            return ord(_a )
       except TypeError:
            raise ValueError(f"invalid token: '{token}'" )





  def 						A  (		self      :	int							,					_a      :	int )	->    str:





       '''simple docstring'''






       try:
            if index in SPECIAL_CODEPOINTS:
                 return SPECIAL_CODEPOINTS[index]
            return chr(_a )
       except TypeError:
            raise ValueError(f"invalid id: {index}" )





  def 						A  (		self      :	Optional[int]							,					_a      :	List[Any] )	->    Tuple:





       '''simple docstring'''






       return "".join(_a )





  def 						A  (		self      :	Optional[Any]							,					_a      :	List[int]							,					_a      :	Optional[List[int]] = None )	->    List[int]:





       '''simple docstring'''






       _SCREAMING_SNAKE_CASE							    =[self.sep_token_id]
       _SCREAMING_SNAKE_CASE							    =[self.cls_token_id]

       _SCREAMING_SNAKE_CASE							    =cls + token_ids_a + sep
       if token_ids_a is not None:
            result += token_ids_a + sep
       return result





  def 						A  (		self      :	Dict							,					_a      :	List[int]							,					_a      :	Optional[List[int]] = None							,					_a      :	bool = False )	->    List[int]:





       '''simple docstring'''






       if already_has_special_tokens:
            return super().get_special_tokens_mask(
                token_ids_a=_a							,					token_ids_a=_a							,					already_has_special_tokens=_a )

       _SCREAMING_SNAKE_CASE							    =[1] + ([0] * len(_a )) + [1]
       if token_ids_a is not None:
            result += ([0] * len(_a )) + [1]
       return result





  def 						A  (		self      :	Optional[Any]							,					_a      :	List[int]							,					_a      :	Optional[List[int]] = None )	->    List[int]:





       '''simple docstring'''






       _SCREAMING_SNAKE_CASE							    =[self.sep_token_id]
       _SCREAMING_SNAKE_CASE							    =[self.cls_token_id]

       _SCREAMING_SNAKE_CASE							    =len(cls + token_ids_a + sep ) * [0]
       if token_ids_a is not None:
            result += len(token_ids_a + sep ) * [1]
       return result





  def 						A  (		self      :	Tuple							,					_a      :	str							,					_a      :	Optional[str] = None )	->    Any:





       '''simple docstring'''






       return ()



'''simple docstring'''
import copy
import re







class 							A__    :
  A__		 =				'hp'
  A__		 =				{}
  A__		 =				None





  @classmethod
  def 						A  (		cls      :	Optional[Any]							,					_a      :	Optional[Any]							,					_a      :	Any )	->    Union[str, Any]:





       '''simple docstring'''






       _SCREAMING_SNAKE_CASE							    =prefix
       _SCREAMING_SNAKE_CASE							    =defaults
       cls.build_naming_info()





  @staticmethod
  def 						A  (		_a      :	Optional[Any]							,					_a      :	List[Any] )	->    Any:





       '''simple docstring'''






       if len(_a ) == 0:
            return ""
       _SCREAMING_SNAKE_CASE							    =None
       if any(char.isdigit() for char in word ):
            raise Exception(f"Parameters should not contain numbers: '{word}' contains a number" )
       if word in info["short_word"]:
            return info["short_word"][word]
       for prefix_len in range(1							,					len(_a ) + 1 ):
            _SCREAMING_SNAKE_CASE							    =word[:prefix_len]
            if prefix in info["reverse_short_word"]:
                 continue
            else:
                 _SCREAMING_SNAKE_CASE							    =prefix
                 break

       if short_word is None:
            # Paranoid fallback
            def int_to_alphabetic(_a      :	str ):
                 _SCREAMING_SNAKE_CASE							    =''
                 while integer != 0:
                      _SCREAMING_SNAKE_CASE							    =chr(ord('A' ) + integer % 10 ) + s
                      integer //= 10
                 return s

            _SCREAMING_SNAKE_CASE							    =0
            while True:
                 _SCREAMING_SNAKE_CASE							    =word + '#' + int_to_alphabetic(_a )
                 if sword in info["reverse_short_word"]:
                      continue
                 else:
                      _SCREAMING_SNAKE_CASE							    =sword
                      break

       _SCREAMING_SNAKE_CASE							    =short_word
       _SCREAMING_SNAKE_CASE							    =word
       return short_word





  @staticmethod
  def 						A  (		_a      :	Optional[Any]							,					_a      :	int )	->    Optional[int]:





       '''simple docstring'''






       _SCREAMING_SNAKE_CASE							    =param_name.split('_' )

       _SCREAMING_SNAKE_CASE							    =[TrialShortNamer.shortname_for_word(_a							,					_a ) for word in words]

       # We try to create a separatorless short name, but if there is a collision we have to fallback
       # to a separated short name
       _SCREAMING_SNAKE_CASE							    =['', '_']

       for separator in separators:
            _SCREAMING_SNAKE_CASE							    =separator.join(_a )
            if shortname not in info["reverse_short_param"]:
                 _SCREAMING_SNAKE_CASE							    =shortname
                 _SCREAMING_SNAKE_CASE							    =param_name
                 return shortname

       return param_name





  @staticmethod
  def 						A  (		_a      :	Dict							,					_a      :	int )	->    Optional[Any]:





       '''simple docstring'''






       _SCREAMING_SNAKE_CASE							    =TrialShortNamer.shortname_for_key(_a							,					_a )
       _SCREAMING_SNAKE_CASE							    =short_name
       _SCREAMING_SNAKE_CASE							    =param_name





  @classmethod
  def 						A  (		cls      :	Optional[int] )	->    Tuple:





       '''simple docstring'''






       if cls.NAMING_INFO is not None:
            return

       _SCREAMING_SNAKE_CASE							    ={
           'short_word': {},
           'reverse_short_word': {},
           'short_param': {},
           'reverse_short_param': {},
       }

       _SCREAMING_SNAKE_CASE							    =list(cls.DEFAULTS.keys() )

       for k in field_keys:
            cls.add_new_param_name(_a							,					_a )

       _SCREAMING_SNAKE_CASE							    =info





  @classmethod
  def 						A  (		cls      :	List[Any]							,					_a      :	int )	->    int:





       '''simple docstring'''






       cls.build_naming_info()
       assert cls.PREFIX is not None
       _SCREAMING_SNAKE_CASE							    =[copy.copy(cls.PREFIX )]

       for k, v in params.items():
            if k not in cls.DEFAULTS:
                 raise Exception(f"You should provide a default value for the param name {k} with value {v}" )
            if v == cls.DEFAULTS[k]:
                 # The default value is not added to the name
                 continue

            _SCREAMING_SNAKE_CASE							    =cls.NAMING_INFO['short_param'][k]

            if isinstance(_a							,					_a ):
                 _SCREAMING_SNAKE_CASE							    =1 if v else 0

            _SCREAMING_SNAKE_CASE							    ='' if isinstance(_a							,					(int, float) ) else '-'
            _SCREAMING_SNAKE_CASE							    =f"{key}{sep}{v}"
            name.append(_a )

       return "_".join(_a )





  @classmethod
  def 						A  (		cls      :	Optional[Any]							,					_a      :	List[Any] )	->    Dict:





       '''simple docstring'''






       _SCREAMING_SNAKE_CASE							    =repr[len(cls.PREFIX ) + 1 :]
       if repr == "":
            _SCREAMING_SNAKE_CASE							    =[]
       else:
            _SCREAMING_SNAKE_CASE							    =repr.split('_' )

       _SCREAMING_SNAKE_CASE							    ={}

       for value in values:
            if "-" in value:
                 _SCREAMING_SNAKE_CASE    ,						_SCREAMING_SNAKE_CASE							    =value.split('-' )
            else:
                 _SCREAMING_SNAKE_CASE							    =re.sub('[0-9.]'							,					''							,					_a )
                 _SCREAMING_SNAKE_CASE							    =float(re.sub('[^0-9.]'							,					''							,					_a ) )

            _SCREAMING_SNAKE_CASE							    =cls.NAMING_INFO['reverse_short_param'][p_k]

            _SCREAMING_SNAKE_CASE							    =p_v

       for k in cls.DEFAULTS:
            if k not in parameters:
                 _SCREAMING_SNAKE_CASE							    =cls.DEFAULTS[k]

       return parameters
