



'''simple docstring'''

import os
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 logging


snake_case_			=     logging.get_logger(__name__)

snake_case_			=     {"""vocab_file""": """sentencepiece.bpe.model"""}

snake_case_			=     {
    """vocab_file""": {
        """moussaKam/mbarthez""": """https://huggingface.co/moussaKam/mbarthez/resolve/main/sentencepiece.bpe.model""",
        """moussaKam/barthez""": """https://huggingface.co/moussaKam/barthez/resolve/main/sentencepiece.bpe.model""",
        """moussaKam/barthez-orangesum-title""": (
            """https://huggingface.co/moussaKam/barthez-orangesum-title/resolve/main/sentencepiece.bpe.model"""
        ),
    },
}

snake_case_			=     {
    """moussaKam/mbarthez""": 1024,
    """moussaKam/barthez""": 1024,
    """moussaKam/barthez-orangesum-title""": 1024,
}

snake_case_			=     """▁"""


class 	a__     (				_lowercase	):
	__magic_name__		:    int	    =     VOCAB_FILES_NAMES
	__magic_name__		:    Tuple	    =     PRETRAINED_VOCAB_FILES_MAP
	__magic_name__		:    Any	    =     PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
	__magic_name__		:    Optional[int]	    =     ["input_ids", "attention_mask"]


	def __init__(self : int,					__UpperCAmelCase : Any,					__UpperCAmelCase : List[str]="<s>",					__UpperCAmelCase : int="</s>",					__UpperCAmelCase : Optional[Any]="</s>",					__UpperCAmelCase : int="<s>",					__UpperCAmelCase : str="<unk>",					__UpperCAmelCase : str="<pad>",					__UpperCAmelCase : Dict="<mask>",					__UpperCAmelCase : Optional[Dict[str, Any]] = None,					**__UpperCAmelCase : int,					)     ->			None:

					"""simple docstring"""

					SCREAMING_SNAKE_CASE  :						Optional[Any]      					= AddedToken(__UpperCAmelCase,					lstrip=__UpperCAmelCase,					rstrip=__UpperCAmelCase      ) if isinstance(__UpperCAmelCase,					__UpperCAmelCase      ) else mask_token

					SCREAMING_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,					sep_token=__UpperCAmelCase,					cls_token=__UpperCAmelCase,					pad_token=__UpperCAmelCase,					mask_token=__UpperCAmelCase,					sp_model_kwargs=self.sp_model_kwargs,					**__UpperCAmelCase,					)

					SCREAMING_SNAKE_CASE  :						str      					= vocab_file
					SCREAMING_SNAKE_CASE  :						Optional[Any]      					= spm.SentencePieceProcessor(**self.sp_model_kwargs      )
					self.sp_model.Load(str(__UpperCAmelCase      )      )

					SCREAMING_SNAKE_CASE  :						Optional[int]      					= {'''<s>''': 0, '''<pad>''': 1, '''</s>''': 2, '''<unk>''': 3}

					SCREAMING_SNAKE_CASE  :						int      					= len(self.sp_model      ) - 1
					SCREAMING_SNAKE_CASE  :						Optional[Any]      					= {v: k for k, v in self.fairseq_tokens_to_ids.items()}


	def 				lowercase__  (self : List[str],					__UpperCAmelCase : List[int],					__UpperCAmelCase : Optional[List[int]] = None      )     ->			List[int]:

					"""simple docstring"""

					if token_ids_a is None:
									return [self.cls_token_id] + token_ids_a + [self.sep_token_id]
					SCREAMING_SNAKE_CASE  :						Dict      					= [self.cls_token_id]
					SCREAMING_SNAKE_CASE  :						Tuple      					= [self.sep_token_id]
					return cls + token_ids_a + sep + sep + token_ids_a + sep


	def 				lowercase__  (self : List[str],					__UpperCAmelCase : List[int],					__UpperCAmelCase : Optional[List[int]] = None,					__UpperCAmelCase : bool = False      )     ->			List[int]:

					"""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      )

					if token_ids_a is None:
									return [1] + ([0] * len(__UpperCAmelCase      )) + [1]
					return [1] + ([0] * len(__UpperCAmelCase      )) + [1, 1] + ([0] * len(__UpperCAmelCase      )) + [1]


	def 				lowercase__  (self : Tuple,					__UpperCAmelCase : List[int],					__UpperCAmelCase : Optional[List[int]] = None      )     ->			List[int]:

					"""simple docstring"""

					SCREAMING_SNAKE_CASE  :						Union[str, Any]      					= [self.sep_token_id]
					SCREAMING_SNAKE_CASE  :						Tuple      					= [self.cls_token_id]

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


	@property
	def 				lowercase__  (self : Tuple      )     ->			Dict:

					"""simple docstring"""

					return len(self.sp_model      )


	def 				lowercase__  (self : Optional[int]      )     ->			Tuple:

					"""simple docstring"""

					SCREAMING_SNAKE_CASE  :						Optional[Any]      					= {self.convert_ids_to_tokens(__UpperCAmelCase      ): i for i in range(self.vocab_size      )}
					vocab.update(self.added_tokens_encoder      )
					return vocab


	def 				lowercase__  (self : List[str],					__UpperCAmelCase : str      )     ->			List[str]:

					"""simple docstring"""

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


	def 				lowercase__  (self : int,					__UpperCAmelCase : int      )     ->			Optional[int]:

					"""simple docstring"""

					if token in self.fairseq_tokens_to_ids:
									return self.fairseq_tokens_to_ids[token]
					SCREAMING_SNAKE_CASE  :						Union[str, Any]      					= self.sp_model.PieceToId(__UpperCAmelCase      )

					return spm_id if spm_id else self.unk_token_id


	def 				lowercase__  (self : Optional[Any],					__UpperCAmelCase : str      )     ->			int:

					"""simple docstring"""

					if index in self.fairseq_ids_to_tokens:
									return self.fairseq_ids_to_tokens[index]
					return self.sp_model.IdToPiece(__UpperCAmelCase      )


	def 				lowercase__  (self : Any,					__UpperCAmelCase : str      )     ->			int:

					"""simple docstring"""

					SCREAMING_SNAKE_CASE  :						Dict      					= []
					SCREAMING_SNAKE_CASE  :						str      					= ''''''
					SCREAMING_SNAKE_CASE  :						Dict      					= False
					for token in tokens:
									# make sure that special tokens are not decoded using sentencepiece model
									if token in self.all_special_tokens:
													if not prev_is_special:
																	out_string += " "
													out_string += self.sp_model.decode(__UpperCAmelCase      ) + token
													SCREAMING_SNAKE_CASE  :						int      					= True
													SCREAMING_SNAKE_CASE  :						int      					= []
									else:
													current_sub_tokens.append(__UpperCAmelCase      )
													SCREAMING_SNAKE_CASE  :						List[str]      					= False
					out_string += self.sp_model.decode(__UpperCAmelCase      )
					return out_string.strip()


	def __getstate__(self : List[Any]      )     ->			List[str]:

					"""simple docstring"""

					SCREAMING_SNAKE_CASE  :						Optional[int]      					= self.__dict__.copy()
					SCREAMING_SNAKE_CASE  :						List[str]      					= None
					return state


	def __setstate__(self : Tuple,					__UpperCAmelCase : Tuple      )     ->			Optional[Any]:

					"""simple docstring"""

					SCREAMING_SNAKE_CASE  :						Any      					= d

					# for backward compatibility
					if not hasattr(self,					'''sp_model_kwargs'''      ):
									SCREAMING_SNAKE_CASE  :						Union[str, Any]      					= {}

					SCREAMING_SNAKE_CASE  :						Optional[Any]      					= spm.SentencePieceProcessor(**self.sp_model_kwargs      )
					self.sp_model.Load(self.vocab_file      )






	def 				lowercase__  (self : Union[str, Any],					__UpperCAmelCase : str,					__UpperCAmelCase : Optional[str] = None      )     ->			Tuple[str]:

					"""simple docstring"""

					if not os.path.isdir(__UpperCAmelCase      ):
									logger.error(F'''Vocabulary path ({save_directory}) should be a directory'''      )
									return
					SCREAMING_SNAKE_CASE  :						Any      					= 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:
													SCREAMING_SNAKE_CASE  :						Any      					= self.sp_model.serialized_model_proto()
													fi.write(__UpperCAmelCase      )

					return (out_vocab_file,)









'''simple docstring'''

from ..utils import DummyObject, requires_backends


class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    List[Any]	    =     ["sentencepiece"]


	def __init__(self : Optional[Any],					*__UpperCAmelCase : List[Any],					**__UpperCAmelCase : List[Any]      )     ->			Optional[int]:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    Tuple	    =     ["sentencepiece"]


	def __init__(self : Optional[int],					*__UpperCAmelCase : int,					**__UpperCAmelCase : List[str]      )     ->			int:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    Optional[int]	    =     ["sentencepiece"]


	def __init__(self : List[str],					*__UpperCAmelCase : str,					**__UpperCAmelCase : List[Any]      )     ->			str:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    Optional[int]	    =     ["sentencepiece"]


	def __init__(self : Optional[int],					*__UpperCAmelCase : str,					**__UpperCAmelCase : Optional[Any]      )     ->			List[Any]:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    List[str]	    =     ["sentencepiece"]


	def __init__(self : Tuple,					*__UpperCAmelCase : Union[str, Any],					**__UpperCAmelCase : Tuple      )     ->			Any:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    Union[str, Any]	    =     ["sentencepiece"]


	def __init__(self : List[Any],					*__UpperCAmelCase : List[Any],					**__UpperCAmelCase : Optional[Any]      )     ->			str:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    int	    =     ["sentencepiece"]


	def __init__(self : Tuple,					*__UpperCAmelCase : int,					**__UpperCAmelCase : Any      )     ->			Union[str, Any]:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    str	    =     ["sentencepiece"]


	def __init__(self : int,					*__UpperCAmelCase : Optional[Any],					**__UpperCAmelCase : Tuple      )     ->			Optional[Any]:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    str	    =     ["sentencepiece"]


	def __init__(self : Tuple,					*__UpperCAmelCase : Optional[Any],					**__UpperCAmelCase : Tuple      )     ->			Dict:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    List[Any]	    =     ["sentencepiece"]


	def __init__(self : Tuple,					*__UpperCAmelCase : Optional[int],					**__UpperCAmelCase : Tuple      )     ->			int:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    Tuple	    =     ["sentencepiece"]


	def __init__(self : List[Any],					*__UpperCAmelCase : Optional[int],					**__UpperCAmelCase : Optional[int]      )     ->			Union[str, Any]:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    int	    =     ["sentencepiece"]


	def __init__(self : str,					*__UpperCAmelCase : str,					**__UpperCAmelCase : str      )     ->			Optional[int]:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    List[str]	    =     ["sentencepiece"]


	def __init__(self : int,					*__UpperCAmelCase : List[str],					**__UpperCAmelCase : str      )     ->			Union[str, Any]:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    str	    =     ["sentencepiece"]


	def __init__(self : Tuple,					*__UpperCAmelCase : Tuple,					**__UpperCAmelCase : str      )     ->			List[Any]:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    Any	    =     ["sentencepiece"]


	def __init__(self : Dict,					*__UpperCAmelCase : Optional[int],					**__UpperCAmelCase : List[str]      )     ->			Optional[Any]:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    Optional[int]	    =     ["sentencepiece"]


	def __init__(self : str,					*__UpperCAmelCase : Optional[int],					**__UpperCAmelCase : Tuple      )     ->			Dict:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    Optional[Any]	    =     ["sentencepiece"]


	def __init__(self : Union[str, Any],					*__UpperCAmelCase : int,					**__UpperCAmelCase : str      )     ->			Optional[int]:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    Optional[int]	    =     ["sentencepiece"]


	def __init__(self : Any,					*__UpperCAmelCase : str,					**__UpperCAmelCase : List[Any]      )     ->			Optional[int]:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    Optional[int]	    =     ["sentencepiece"]


	def __init__(self : List[Any],					*__UpperCAmelCase : Union[str, Any],					**__UpperCAmelCase : List[Any]      )     ->			List[Any]:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    Optional[int]	    =     ["sentencepiece"]


	def __init__(self : Dict,					*__UpperCAmelCase : Optional[Any],					**__UpperCAmelCase : str      )     ->			List[Any]:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    List[Any]	    =     ["sentencepiece"]


	def __init__(self : List[Any],					*__UpperCAmelCase : Any,					**__UpperCAmelCase : str      )     ->			int:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    str	    =     ["sentencepiece"]


	def __init__(self : Optional[int],					*__UpperCAmelCase : str,					**__UpperCAmelCase : Tuple      )     ->			Any:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    Optional[int]	    =     ["sentencepiece"]


	def __init__(self : Union[str, Any],					*__UpperCAmelCase : Dict,					**__UpperCAmelCase : Optional[int]      )     ->			Tuple:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    Tuple	    =     ["sentencepiece"]


	def __init__(self : List[str],					*__UpperCAmelCase : Union[str, Any],					**__UpperCAmelCase : Dict      )     ->			List[str]:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    Any	    =     ["sentencepiece"]


	def __init__(self : int,					*__UpperCAmelCase : Union[str, Any],					**__UpperCAmelCase : Optional[Any]      )     ->			Union[str, Any]:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    List[Any]	    =     ["sentencepiece"]


	def __init__(self : Union[str, Any],					*__UpperCAmelCase : Tuple,					**__UpperCAmelCase : List[str]      )     ->			Optional[int]:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    Any	    =     ["sentencepiece"]


	def __init__(self : Optional[int],					*__UpperCAmelCase : str,					**__UpperCAmelCase : str      )     ->			str:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    int	    =     ["sentencepiece"]


	def __init__(self : Dict,					*__UpperCAmelCase : Any,					**__UpperCAmelCase : List[str]      )     ->			Dict:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    Optional[Any]	    =     ["sentencepiece"]


	def __init__(self : List[Any],					*__UpperCAmelCase : Optional[Any],					**__UpperCAmelCase : int      )     ->			Any:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    int	    =     ["sentencepiece"]


	def __init__(self : Tuple,					*__UpperCAmelCase : Optional[Any],					**__UpperCAmelCase : int      )     ->			int:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )



class 	a__     (				metaclass=_lowercase	):
	__magic_name__		:    List[Any]	    =     ["sentencepiece"]


	def __init__(self : Optional[int],					*__UpperCAmelCase : str,					**__UpperCAmelCase : List[str]      )     ->			str:

					"""simple docstring"""

					requires_backends(self,					['''sentencepiece''']      )




