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

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


if is_sentencepiece_available():
      from .tokenization_reformer import ReformerTokenizer
else:
      UpperCamelCase    				=		None


UpperCamelCase    				=		logging.get_logger(__name__)


UpperCamelCase    				=		'''▁'''

UpperCamelCase    				=		{'''vocab_file''': '''spiece.model''', '''tokenizer_file''': '''tokenizer.json'''}

UpperCamelCase    				=		{
    '''vocab_file''': {
        '''google/reformer-crime-and-punishment''': (
            '''https://huggingface.co/google/reformer-crime-and-punishment/resolve/main/spiece.model'''
        )
    },
    '''tokenizer_file''': {
        '''google/reformer-crime-and-punishment''': (
            '''https://huggingface.co/google/reformer-crime-and-punishment/resolve/main/tokenizer.json'''
        )
    },
}

UpperCamelCase    				=		{
    '''google/reformer-crime-and-punishment''': 52_4288,
}



class     snake_case_			(						__A			):
   __A      :						Dict   =							VOCAB_FILES_NAMES
   __A      :						Optional[int]   =							PRETRAINED_VOCAB_FILES_MAP
   __A      :						Optional[Any]   =							PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
   __A      :						Optional[int]   =							["input_ids", "attention_mask"]
   __A      :						str   =							ReformerTokenizer






   def __init__( self							:	Optional[Any]      ,		lowercase_							:	Tuple=None      ,		lowercase_							:	Tuple=None      ,		lowercase_							:	Optional[int]="</s>"      ,		lowercase_							:	Any="<unk>"      ,		lowercase_							:	List[Any]=[]      ,		**lowercase_							:	Union[str, Any]      ,		)   ->		str:
       super().__init__(
           lowercase_      ,		tokenizer_file=lowercase_      ,		eos_token=lowercase_      ,		unk_token=lowercase_      ,		additional_special_tokens=lowercase_      ,		**lowercase_      ,		)

       lowercase__					:  str          =							vocab_file
       lowercase__					:  Dict          =							False if not self.vocab_file else True







   def  __UpperCamelCase	( self							:	List[Any]      ,		lowercase_							:	str      ,		lowercase_							:	Optional[str] = None    )   ->		Tuple[str]:
       if not self.can_save_slow_tokenizer:
           raise ValueError(
               "Your fast tokenizer does not have the necessary information to save the vocabulary for a slow "
               "tokenizer."    )

       if not os.path.isdir(lowercase_    ):
           logger.error(F'''Vocabulary path ({save_directory}) should be a directory'''    )
           return
       lowercase__					:  str          =							os.path.join(
           lowercase_      ,		(filename_prefix + "-" if filename_prefix else "") + VOCAB_FILES_NAMES["vocab_file"]    )

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

       return (out_vocab_file,)




from .number_theory.prime_numbers import next_prime



class     snake_case_			:






   def __init__( self							:	Tuple      ,		lowercase_							:	int      ,		lowercase_							:	int | None = None      ,		lowercase_							:	float | None = None      ,		)   ->		None:
       lowercase__					:  Optional[Any]          =							size_table
       lowercase__					:  Tuple          =							[None] * self.size_table
       lowercase__					:  List[str]          =							0.75 if lim_charge is None else lim_charge
       lowercase__					:  Optional[Any]          =							1 if charge_factor is None else charge_factor
       lowercase__					:  list          =							[]
       lowercase__					:  dict          =							{}






   def  __UpperCamelCase	( self							:	List[Any]    )   ->		Optional[Any]:
       return self._keys






   def  __UpperCamelCase	( self							:	Any    )   ->		List[Any]:
       return sum(1 for slot in self.values if slot is not None    ) / (
           self.size_table * self.charge_factor
       )






   def  __UpperCamelCase	( self							:	int      ,		lowercase_							:	Union[str, Any]    )   ->		Dict:
       return key % self.size_table






   def  __UpperCamelCase	( self							:	Union[str, Any]      ,		lowercase_							:	Any    )   ->		List[str]:
       print(F'''step {step_ord}'''    )
       print(list(range(len(self.values    )    )    )    )
       print(self.values    )






   def  __UpperCamelCase	( self							:	Tuple      ,		lowercase_							:	List[Any]    )   ->		Union[str, Any]:
       lowercase__					:  Any          =							1
       lowercase__					:  Dict          =							values
       for value in values:
           self.insert_data(lowercase_    )
           self._step_by_step(lowercase_    )
           i += 1






   def  __UpperCamelCase	( self							:	Tuple      ,		lowercase_							:	Dict      ,		lowercase_							:	Optional[Any]    )   ->		Any:
       lowercase__					:  str          =							data
       lowercase__					:  List[str]          =							data






   def  __UpperCamelCase	( self							:	int      ,		lowercase_							:	Any      ,		lowercase_							:	int=None    )   ->		int:
       lowercase__					:  Dict          =							self.hash_function(key + 1    )

       while self.values[new_key] is not None and self.values[new_key] != key:
           if self.values.count(lowercase_    ) > 0:
               lowercase__					:  List[Any]          =							self.hash_function(new_key + 1    )
           else:
               lowercase__					:  List[str]          =							None
               break

       return new_key






   def  __UpperCamelCase	( self							:	Union[str, Any]    )   ->		Optional[int]:
       lowercase__					:  Tuple          =							[value for value in self.values if value is not None]
       lowercase__					:  Any          =							next_prime(self.size_table      ,		factor=2    )
       self._keys.clear()
       lowercase__					:  Tuple          =							[None] * self.size_table  # hell's pointers D: don't DRY ;/
       for value in survivor_values:
           self.insert_data(lowercase_    )







   def  __UpperCamelCase	( self							:	Dict      ,		lowercase_							:	Optional[int]    )   ->		int:
       lowercase__					:  List[str]          =							self.hash_function(lowercase_    )

       if self.values[key] is None:
           self._set_value(lowercase_      ,		lowercase_    )

       elif self.values[key] == data:
           pass

       else:
           lowercase__					:  List[Any]          =							self._collision_resolution(lowercase_      ,		lowercase_    )
           if collision_resolution is not None:
               self._set_value(lowercase_      ,		lowercase_    )
           else:
               self.rehashing()
               self.insert_data(lowercase_    )



