




"""simple docstring"""


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

import sentencepiece as spm

from ...tokenization_utils import PreTrainedTokenizer
from ...utils import logging


A_						=				logging.get_logger(__name__)

A_						=				{'''vocab_file''': '''spm_char.model'''}

A_						=				{
    '''vocab_file''': {
        '''microsoft/speecht5_asr''': '''https://huggingface.co/microsoft/speecht5_asr/resolve/main/spm_char.model''',
        '''microsoft/speecht5_tts''': '''https://huggingface.co/microsoft/speecht5_tts/resolve/main/spm_char.model''',
        '''microsoft/speecht5_vc''': '''https://huggingface.co/microsoft/speecht5_vc/resolve/main/spm_char.model''',
    }
}

A_						=				{
    '''microsoft/speecht5_asr''': 10_24,
    '''microsoft/speecht5_tts''': 10_24,
    '''microsoft/speecht5_vc''': 10_24,
}






class 					lowercase(     UpperCAmelCase_ ):







 '''simple docstring'''





 lowercase__ 					=					VOCAB_FILES_NAMES
 lowercase__ 					=					PRETRAINED_VOCAB_FILES_MAP
 lowercase__ 					=					PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
 lowercase__ 					=					['input_ids', 'attention_mask']


 def __init__(				self:		Tuple,      a_:		Optional[Any],      a_:		List[str]="<s>",      a_:		Union[str, Any]="</s>",      a_:		List[str]="<unk>",      a_:		Any="<pad>",      a_:		Optional[Dict[str, Any]] = None,      **a_:		Optional[Any],      ):




   '''simple docstring'''



   _snake_case							:		List[Any]								=  {} if sp_model_kwargs is None else sp_model_kwargs

   super().__init__(
       bos_token=__UpperCAmelCase,      eos_token=__UpperCAmelCase,      unk_token=__UpperCAmelCase,      pad_token=__UpperCAmelCase,      sp_model_kwargs=self.sp_model_kwargs,      **__UpperCAmelCase,      )

   _snake_case							:		int								=  vocab_file

   _snake_case							:		List[Any]								=  spm.SentencePieceProcessor(**self.sp_model_kwargs		)
   self.sp_model.Load(__UpperCAmelCase		)


 @property
 def  UpperCamelCase_   (				self:		Optional[Any]		):




   '''simple docstring'''



   return self.sp_model.get_piece_size()


 def  UpperCamelCase_   (				self:		List[Any]		):




   '''simple docstring'''



   _snake_case							:		Tuple								=  {self.convert_ids_to_tokens(__UpperCAmelCase		): i for i in range(self.vocab_size		)}
   vocab.update(self.added_tokens_encoder		)
   return vocab


 def __getstate__(				self:		Tuple		):




   '''simple docstring'''



   _snake_case							:		Tuple								=  self.__dict__.copy()
   _snake_case							:		Any								=  None
   return state


 def __setstate__(				self:		Union[str, Any],      a_:		str		):




   '''simple docstring'''



   _snake_case							:		str								=  d

   # for backward compatibility
   if not hasattr(self,      """sp_model_kwargs"""		):
     _snake_case							:		Optional[Any]								=  {}

   _snake_case							:		Union[str, Any]								=  spm.SentencePieceProcessor(**self.sp_model_kwargs		)
   self.sp_model.Load(self.vocab_file		)


 def  UpperCamelCase_   (				self:		Optional[Any],      a_:		str		):




   '''simple docstring'''



   return self.sp_model.encode(__UpperCAmelCase,      out_type=__UpperCAmelCase		)


 def  UpperCamelCase_   (				self:		Tuple,      a_:		Tuple		):




   '''simple docstring'''



   return self.sp_model.piece_to_id(__UpperCAmelCase		)


 def  UpperCamelCase_   (				self:		str,      a_:		Dict		):




   '''simple docstring'''



   _snake_case							:		Optional[int]								=  self.sp_model.IdToPiece(__UpperCAmelCase		)
   return token


 def  UpperCamelCase_   (				self:		Any,      a_:		List[Any]		):




   '''simple docstring'''



   _snake_case							:		List[Any]								=  []
   _snake_case							:		Tuple								=  """"""
   for token in tokens:
     # make sure that special tokens are not decoded using sentencepiece model
     if token in self.all_special_tokens:
       out_string += self.sp_model.decode(__UpperCAmelCase		) + token
       _snake_case							:		Tuple								=  []
     else:
       current_sub_tokens.append(__UpperCAmelCase		)
   out_string += self.sp_model.decode(__UpperCAmelCase		)
   return out_string.strip()


 def  UpperCamelCase_   (				self:		Any,      a_:		int,      a_:		Optional[Any]=None		):




   '''simple docstring'''



   if token_ids_a is None:
     return token_ids_a + [self.eos_token_id]
   # We don't expect to process pairs, but leave the pair logic for API consistency
   return token_ids_a + token_ids_a + [self.eos_token_id]


 def  UpperCamelCase_   (				self:		int,      a_:		List[int],      a_:		Optional[List[int]] = None,      a_:		bool = False		):




   '''simple docstring'''



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

   _snake_case							:		Optional[Any]								=  [1]
   if token_ids_a is None:
     return ([0] * len(__UpperCAmelCase		)) + suffix_ones
   return ([0] * len(__UpperCAmelCase		)) + ([0] * len(__UpperCAmelCase		)) + suffix_ones


 def  UpperCamelCase_   (				self:		List[str],      a_:		str,      a_:		Optional[str] = None		):




   '''simple docstring'''



   if not os.path.isdir(__UpperCAmelCase		):
     logger.error(f"Vocabulary path ({save_directory}) should be a directory"		)
     return
   _snake_case							:		int								=  os.path.join(
       __UpperCAmelCase,      (filename_prefix + """-""" if filename_prefix else """""") + VOCAB_FILES_NAMES["""vocab_file"""]		)

   if os.path.abspath(self.vocab_file		) != os.path.abspath(__UpperCAmelCase		) and os.path.isfile(self.vocab_file		):
     copyfile(self.vocab_file,      __UpperCAmelCase		)
   elif not os.path.isfile(self.vocab_file		):
     with open(__UpperCAmelCase,      """wb"""		) as fi:
       _snake_case							:		str								=  self.sp_model.serialized_model_proto()
       fi.write(__UpperCAmelCase		)

   return (out_vocab_file,)



import math




def    lowerCAmelCase_ (     __A							)     ->				bool:







      '''simple docstring'''


      return math.sqrt(__A							) * math.sqrt(__A							) == num




def    lowerCAmelCase_ (     __A							)     ->				bool:







      '''simple docstring'''


      UpperCAmelCase__								=  0
      UpperCAmelCase__								=  n
      while left <= right:
            UpperCAmelCase__								=  (left + right) // 2
            if mid**2 == n:
                  return True
            elif mid**2 > n:
                  UpperCAmelCase__								=  mid - 1
            else:
                  UpperCAmelCase__								=  mid + 1
      return False


if __name__ == "__main__":
      import doctest

      doctest.testmod()



