



"""simple docstring"""


import os
import unicodedata
from shutil import copyfile
from typing import Any, Dict, List, Optional, Tuple

import sentencepiece as spm

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


snake_case_    					=	logging.get_logger(__name__)

snake_case_    					=	{"""vocab_file""": """spiece.model"""}

snake_case_    					=	{
    """vocab_file""": {
        """TsinghuaAI/CPM-Generate""": """https://huggingface.co/TsinghuaAI/CPM-Generate/resolve/main/spiece.model""",
    }
}







class 				A_      (					SCREAMING_SNAKE_CASE_    ):



      """simple docstring"""






      def __init__( self			:Union[str, Any]       ,  lowercase_			:List[str]       ,  lowercase_			:str=False       ,  lowercase_			:List[str]=True       ,  lowercase_			:Optional[int]=False       ,  lowercase_			:List[Any]="<s>"       ,  lowercase_			:List[Any]="</s>"       ,  lowercase_			:List[Any]="<unk>"       ,  lowercase_			:Union[str, Any]="<sep>"       ,  lowercase_			:Union[str, Any]="<pad>"       ,  lowercase_			:Any="<cls>"       ,  lowercase_			:Union[str, Any]="<mask>"       ,  lowercase_			:int=["<eop>", "<eod>"]       ,  lowercase_			:Optional[Dict[str, Any]] = None       ,  **lowercase_			:Union[str, Any]       ,  )    ->      None:
            UpperCAmelCase					=			AddedToken(lowercase_       ,  lstrip=lowercase_       ,  rstrip=lowercase_ ) if isinstance(lowercase_       ,  lowercase_ ) else mask_token

            UpperCAmelCase					=			{} if sp_model_kwargs is None else sp_model_kwargs

            super().__init__(
                do_lower_case=lowercase_       ,  remove_space=lowercase_       ,  keep_accents=lowercase_       ,  bos_token=lowercase_       ,  eos_token=lowercase_       ,  unk_token=lowercase_       ,  sep_token=lowercase_       ,  pad_token=lowercase_       ,  cls_token=lowercase_       ,  mask_token=lowercase_       ,  additional_special_tokens=lowercase_       ,  sp_model_kwargs=self.sp_model_kwargs       ,  **lowercase_       ,  )

            UpperCAmelCase					=			3

            UpperCAmelCase					=			do_lower_case
            UpperCAmelCase					=			remove_space
            UpperCAmelCase					=			keep_accents
            UpperCAmelCase					=			vocab_file

            UpperCAmelCase					=			spm.SentencePieceProcessor(**self.sp_model_kwargs )
            self.sp_model.Load(lowercase_ )

            try:
                  import jieba
            except ModuleNotFoundError as error:
                  raise error.__class__(
                      'You need to install jieba to use CpmTokenizer or CpmTokenizerFast. '
                      'See https://pypi.org/project/jieba/ for installation.' )
            UpperCAmelCase					=			jieba
            UpperCAmelCase					=			str.maketrans(' \n'       ,  '\u2582\u2583' )






      @property
      # Copied from transformers.models.xlnet.tokenization_xlnet.XLNetTokenizer.vocab_size
      def      UpperCAmelCase__					( self			:Any )    ->      Optional[Any]:
            return len(self.sp_model )






      def      UpperCAmelCase__					( self			:Union[str, Any] )    ->      str:
            UpperCAmelCase					=			{self.convert_ids_to_tokens(lowercase_ ): i for i in range(self.vocab_size )}
            vocab.update(self.added_tokens_encoder )
            return vocab






      def __getstate__( self			:Union[str, Any] )    ->      Tuple:
            UpperCAmelCase					=			self.__dict__.copy()
            UpperCAmelCase					=			None
            return state






      def __setstate__( self			:Union[str, Any]       ,  lowercase_			:Optional[Any] )    ->      Any:
            UpperCAmelCase					=			d

            # for backward compatibility
            if not hasattr(self       ,  'sp_model_kwargs' ):
                  UpperCAmelCase					=			{}

            UpperCAmelCase					=			spm.SentencePieceProcessor(**self.sp_model_kwargs )
            self.sp_model.Load(self.vocab_file )






      def      UpperCAmelCase__					( self			:Any       ,  lowercase_			:Tuple )    ->      Optional[Any]:
            if self.remove_space:
                  UpperCAmelCase					=			' '.join(inputs.strip().split() )
            else:
                  UpperCAmelCase					=			inputs
            UpperCAmelCase					=			outputs.replace('``'       ,  '"' ).replace('\'\''       ,  '"' )

            if not self.keep_accents:
                  UpperCAmelCase					=			unicodedata.normalize('NFKD'       ,  lowercase_ )
                  UpperCAmelCase					=			''.join([c for c in outputs if not unicodedata.combining(lowercase_ )] )
            if self.do_lower_case:
                  UpperCAmelCase					=			outputs.lower()

            return outputs






      def      UpperCAmelCase__					( self			:Union[str, Any]       ,  lowercase_			:str )    ->      List[str]:
            UpperCAmelCase					=			self.preprocess_text(lowercase_ )
            UpperCAmelCase					=			self.sp_model.encode(lowercase_       ,  out_type=lowercase_ )
            UpperCAmelCase					=			[]
            for piece in pieces:
                  if len(lowercase_ ) > 1 and piece[-1] == str(',' ) and piece[-2].isdigit():
                        UpperCAmelCase					=			self.sp_model.EncodeAsPieces(piece[:-1].replace(lowercase_       ,  '' ) )
                        if piece[0] != SPIECE_UNDERLINE and cur_pieces[0][0] == SPIECE_UNDERLINE:
                              if len(cur_pieces[0] ) == 1:
                                    UpperCAmelCase					=			cur_pieces[1:]
                              else:
                                    UpperCAmelCase					=			cur_pieces[0][1:]
                        cur_pieces.append(piece[-1] )
                        new_pieces.extend(lowercase_ )
                  else:
                        new_pieces.append(lowercase_ )

            return new_pieces






      def      UpperCAmelCase__					( self			:Tuple       ,  lowercase_			:Optional[Any] )    ->      Optional[int]:
            return self.sp_model.PieceToId(lowercase_ )






      def      UpperCAmelCase__					( self			:Tuple       ,  lowercase_			:Optional[Any] )    ->      Union[str, Any]:
            return self.sp_model.IdToPiece(lowercase_ )






      def      UpperCAmelCase__					( self			:Any       ,  lowercase_			:List[str] )    ->      Optional[Any]:
            UpperCAmelCase					=			''.join(lowercase_ ).replace(lowercase_       ,  ' ' ).strip()
            return out_string






      def      UpperCAmelCase__					( self			:Tuple       ,  lowercase_			:List[int]       ,  lowercase_			:Optional[List[int]] = None )    ->      List[int]:
            UpperCAmelCase					=			[self.sep_token_id]
            UpperCAmelCase					=			[self.cls_token_id]
            if token_ids_a is None:
                  return token_ids_a + sep + cls
            return token_ids_a + sep + token_ids_a + sep + cls






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

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

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






      def      UpperCAmelCase__					( self			:Optional[Any]       ,  lowercase_			:List[int]       ,  lowercase_			:Optional[List[int]] = None )    ->      List[int]:
            UpperCAmelCase					=			[self.sep_token_id]
            UpperCAmelCase					=			[2]

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






      def      UpperCAmelCase__					( self			:int       ,  lowercase_			:str       ,  lowercase_			:Optional[str] = None )    ->      Tuple[str]:
            if not os.path.isdir(lowercase_ ):
                  logger.error(f"""Vocabulary path ({save_directory}) should be a directory""" )
                  return
            UpperCAmelCase					=			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_ ) and os.path.isfile(self.vocab_file ):
                  copyfile(self.vocab_file       ,  lowercase_ )
            elif not os.path.isfile(self.vocab_file ):
                  with open(lowercase_       ,  'wb' ) as fi:
                        UpperCAmelCase					=			self.sp_model.serialized_model_proto()
                        fi.write(lowercase_ )

            return (out_vocab_file,)






      def      UpperCAmelCase__					( self			:Optional[Any]       ,  *lowercase_			:Optional[Any]       ,  **lowercase_			:int )    ->      Union[str, Any]:
            UpperCAmelCase					=			super()._decode(*lowercase_       ,  **lowercase_ )
            UpperCAmelCase					=			text.replace(' '       ,  '' ).replace('\u2582'       ,  ' ' ).replace('\u2583'       ,  '\n' )
            return text










"""simple docstring"""


import math

def 			_lowerCAmelCase				(       lowercase_						):
						assert isinstance(lowercase_		,     lowercase_						) and (
						    number >= 0
						), "'number' must been an int and positive"

						if 1 < number < 4:
												# 2 and 3 are primes
												return True
						elif number < 2 or not number % 2:
												# Negatives, 0, 1 and all even numbers are not primes
												return False

						UpperCAmelCase					=			range(3		,     int(math.sqrt(lowercase_						) + 1						)		,     2						)
						return not any(not number % i for i in odd_numbers						)






def 			_lowerCAmelCase				(       lowercase_		,     lowercase_=1		,     **lowercase_						):
						UpperCAmelCase					=			factor * value
						UpperCAmelCase					=			value

						while not is_prime(lowercase_						):
												value += 1 if not ("desc" in kwargs and kwargs["desc"] is True) else -1

						if value == first_value_val:
												return next_prime(value + 1		,     **lowercase_						)
						return value





