





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


__A							   =							logging.get_logger(__name__)

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

__A							   =							{
    "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"
        ),
    },
}

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

__A							   =							"▁"



class   _SCREAMING_SNAKE_CASE		(      __SCREAMING_SNAKE_CASE       ):







 '''simple docstring'''
 lowercase_						=     VOCAB_FILES_NAMES
 lowercase_						=     PRETRAINED_VOCAB_FILES_MAP
 lowercase_						=     PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
 lowercase_						=     ["input_ids", "attention_mask"]

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



   '''simple docstring'''



   lowerCamelCase__: str         =AddedToken(UpperCAmelCase_			,					lstrip=UpperCAmelCase_			,					rstrip=UpperCAmelCase_) if isinstance(UpperCAmelCase_			,					UpperCAmelCase_) else mask_token

   lowerCamelCase__: Optional[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_			,					)

   lowerCamelCase__: Optional[int]         =vocab_file
   lowerCamelCase__: List[str]         =spm.SentencePieceProcessor(**self.sp_model_kwargs)
   self.sp_model.Load(str(UpperCAmelCase_))

   lowerCamelCase__: Tuple         ={"<s>": 0, "<pad>": 1, "</s>": 2, "<unk>": 3}

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

 def 				SCREAMING_SNAKE_CASE_   (self							:  Optional[int]			,					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]
   lowerCamelCase__: str         =[self.cls_token_id]
   lowerCamelCase__: List[str]         =[self.sep_token_id]
   return cls + token_ids_a + sep + sep + token_ids_a + sep

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



   '''simple docstring'''



   lowerCamelCase__: Tuple         =[self.sep_token_id]
   lowerCamelCase__: int         =[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 				SCREAMING_SNAKE_CASE_   (self							:  Any)			->int:



   '''simple docstring'''



   return len(self.sp_model)

 def 				SCREAMING_SNAKE_CASE_   (self							:  Optional[Any])			->Optional[Any]:



   '''simple docstring'''



   lowerCamelCase__: List[str]         ={self.convert_ids_to_tokens(UpperCAmelCase_): i for i in range(self.vocab_size)}
   vocab.update(self.added_tokens_encoder)
   return vocab

 def 				SCREAMING_SNAKE_CASE_   (self							:  Optional[int]			,					UpperCAmelCase_							:  str)			->List[str]:



   '''simple docstring'''



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

 def 				SCREAMING_SNAKE_CASE_   (self							:  int			,					UpperCAmelCase_							:  Optional[int])			->int:



   '''simple docstring'''



   if token in self.fairseq_tokens_to_ids:
     return self.fairseq_tokens_to_ids[token]
   lowerCamelCase__: int         =self.sp_model.PieceToId(UpperCAmelCase_)

   return spm_id if spm_id else self.unk_token_id

 def 				SCREAMING_SNAKE_CASE_   (self							:  Optional[int]			,					UpperCAmelCase_							:  List[Any])			->Dict:



   '''simple docstring'''



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

 def 				SCREAMING_SNAKE_CASE_   (self							:  Union[str, Any]			,					UpperCAmelCase_							:  str)			->Tuple:



   '''simple docstring'''



   lowerCamelCase__: int         =[]
   lowerCamelCase__: Any         =""
   lowerCamelCase__: int         =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
       lowerCamelCase__: int         =True
       lowerCamelCase__: Optional[int]         =[]
     else:
       current_sub_tokens.append(UpperCAmelCase_)
       lowerCamelCase__: Dict         =False
   out_string += self.sp_model.decode(UpperCAmelCase_)
   return out_string.strip()

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



   '''simple docstring'''



   lowerCamelCase__: Optional[int]         =self.__dict__.copy()
   lowerCamelCase__: Union[str, Any]         =None
   return state

 def __setstate__(self							:  Dict			,					UpperCAmelCase_							:  List[str])			->Any:



   '''simple docstring'''



   lowerCamelCase__: Dict         =d

   # for backward compatibility
   if not hasattr(self			,					"sp_model_kwargs"):
     lowerCamelCase__: Tuple         ={}

   lowerCamelCase__: Any         =spm.SentencePieceProcessor(**self.sp_model_kwargs)
   self.sp_model.Load(self.vocab_file)







 def 				SCREAMING_SNAKE_CASE_   (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
   lowerCamelCase__: List[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:
       lowerCamelCase__: str         =self.sp_model.serialized_model_proto()
       fi.write(UpperCAmelCase_)

   return (out_vocab_file,)








"""simple docstring"""


import builtins
import sys

from ...utils.imports import _is_package_available
from . import cursor, input
from .helpers import Direction, clear_line, forceWrite, linebreak, move_cursor, reset_cursor, writeColor
from .keymap import KEYMAP


lowerCamelCase__						= False
try:
  lowerCamelCase__						= _is_package_available("google.colab")
except ModuleNotFoundError:
  pass



@input.register
class   __SCREAMING_SNAKE_CASE     :







  '''simple docstring'''


  def __init__(		self :							Union[str, Any]       , __a :							str = None       , __a :							list = []						)		->					Union[str, Any]:
        _UpperCamelCase   :						Any    =							0
        _UpperCamelCase   :						Any    =							choices
        _UpperCamelCase   :						Tuple    =							prompt
        if sys.platform == "win32":
              _UpperCamelCase   :						str    =							"*"
        else:
              _UpperCamelCase   :						Dict    =							"➔ "

  def  __SCREAMING_SNAKE_CASE					(		self :							int       , __a :							Tuple       , __a :							str = ""						)		->					Dict:
        if sys.platform != "win32":
              writeColor(self.choices[index]       , 32       , __a						)
        else:
              forceWrite(self.choices[index]       , __a						)

  def  __SCREAMING_SNAKE_CASE					(		self :							Tuple       , __a :							int						)		->					Dict:
        if index == self.position:
              forceWrite(F''' {self.arrow_char} '''						)
              self.write_choice(__a						)
        else:
              forceWrite(F'''    {self.choices[index]}'''						)
        reset_cursor()

  def  __SCREAMING_SNAKE_CASE					(		self :							List[str]       , __a :							Direction       , __a :							int = 1						)		->					List[str]:
        _UpperCamelCase   :						Tuple    =							self.position
        if direction == Direction.DOWN:
              if self.position + 1 >= len(self.choices						):
                    return
              self.position += num_spaces
        else:
              if self.position - 1 < 0:
                    return
              self.position -= num_spaces
        clear_line()
        self.print_choice(__a						)
        move_cursor(__a       , direction.name						)
        self.print_choice(self.position						)

  @input.mark(KEYMAP["up"]						)
  def  __SCREAMING_SNAKE_CASE					(		self :							Union[str, Any]						)		->					Any:
        self.move_direction(Direction.UP						)

  @input.mark(KEYMAP["down"]						)
  def  __SCREAMING_SNAKE_CASE					(		self :							Dict						)		->					List[Any]:
        self.move_direction(Direction.DOWN						)

  @input.mark(KEYMAP["newline"]						)
  def  __SCREAMING_SNAKE_CASE					(		self :							int						)		->					str:
        move_cursor(len(self.choices						) - self.position       , "DOWN"						)
        return self.position

  @input.mark(KEYMAP["interrupt"]						)
  def  __SCREAMING_SNAKE_CASE					(		self :							Optional[Any]						)		->					Tuple:
        move_cursor(len(self.choices						) - self.position       , "DOWN"						)
        raise KeyboardInterrupt

  @input.mark_multiple(*[KEYMAP[str(__a						)] for number in range(10						)]						)
  def  __SCREAMING_SNAKE_CASE					(		self :							Optional[int]						)		->					List[str]:
        _UpperCamelCase   :						Union[str, Any]    =							int(chr(self.current_selection						)						)
        _UpperCamelCase   :						List[str]    =							index - self.position
        if index == self.position:
              return
        if index < len(self.choices						):
              if self.position > index:
                    self.move_direction(Direction.UP       , -movement						)
              elif self.position < index:
                    self.move_direction(Direction.DOWN       , __a						)
              else:
                    return
        else:
              return


  def  __SCREAMING_SNAKE_CASE					(		self :							List[Any]       , __a :							int = 0						)		->					List[Any]:
        if self.prompt:
              linebreak()
              forceWrite(self.prompt       , "\n"						)
              if in_colab:
                    forceWrite("Please input a choice index (starting from 0), and press enter"       , "\n"						)
              else:
                    forceWrite("Please select a choice using the arrow or number keys, and selecting with enter"       , "\n"						)
        _UpperCamelCase   :						int    =							default_choice
        for i in range(len(self.choices						)						):
              self.print_choice(__a						)
              forceWrite("\n"						)
        move_cursor(len(self.choices						) - self.position       , "UP"						)
        with cursor.hide():
              while True:
                    if in_colab:
                          try:
                                _UpperCamelCase   :						Union[str, Any]    =							int(builtins.input()						)
                          except ValueError:
                                _UpperCamelCase   :						int    =							default_choice
                    else:
                          _UpperCamelCase   :						Any    =							self.handle_input()
                    if choice is not None:
                          reset_cursor()
                          for _ in range(len(self.choices						) + 1						):
                                move_cursor(1       , "UP"						)
                                clear_line()
                          self.write_choice(__a       , "\n"						)
                          return choice
