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

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


if is_sentencepiece_available():
    from .tokenization_barthez import BarthezTokenizer
else:
    __lowerCAmelCase			:     Tuple           =   None

__lowerCAmelCase			:     Tuple           =   logging.get_logger(__name__)

__lowerCAmelCase			:     Optional[int]           =   {'vocab_file': 'sentencepiece.bpe.model', 'tokenizer_file': 'tokenizer.json'}

__lowerCAmelCase			:     Optional[int]           =   {
    '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'
        ),
    },
    'tokenizer_file': {
        'moussaKam/mbarthez': 'https://huggingface.co/moussaKam/mbarthez/resolve/main/tokenizer.json',
        'moussaKam/barthez': 'https://huggingface.co/moussaKam/barthez/resolve/main/tokenizer.json',
        'moussaKam/barthez-orangesum-title': (
            'https://huggingface.co/moussaKam/barthez-orangesum-title/resolve/main/tokenizer.json'
        ),
    },
}

__lowerCAmelCase			:     Optional[Any]           =   {
    'moussaKam/mbarthez': 1024,
    'moussaKam/barthez': 1024,
    'moussaKam/barthez-orangesum-title': 1024,
}

__lowerCAmelCase			:     Optional[int]           =   '▁'




class        UpperCAmelCase_			( a__     ):


  '''simple docstring'''







  a__           =		VOCAB_FILES_NAMES
  a__           =		PRETRAINED_VOCAB_FILES_MAP
  a__           =		PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
  a__           =		["input_ids", "attention_mask"]
  a__           =		BarthezTokenizer
  def __init__( self			: Tuple			,							UpperCamelCase__			: str=None			,							UpperCamelCase__			: str=None			,							UpperCamelCase__			: Any="<s>"			,							UpperCamelCase__			: Tuple="</s>"			,							UpperCamelCase__			: Any="</s>"			,							UpperCamelCase__			: Any="<s>"			,							UpperCamelCase__			: List[Any]="<unk>"			,							UpperCamelCase__			: str="<pad>"			,							UpperCamelCase__			: List[Any]="<mask>"			,							**UpperCamelCase__			: Union[str, Any]			,							)			->	Optional[int]:







    """simple docstring"""






    __magic_name__				     =       AddedToken(SCREAMING_SNAKE_CASE_			,							lstrip=SCREAMING_SNAKE_CASE_			,							rstrip=SCREAMING_SNAKE_CASE_    ) if isinstance(SCREAMING_SNAKE_CASE_			,							SCREAMING_SNAKE_CASE_    ) else mask_token

    super().__init__(
        SCREAMING_SNAKE_CASE_			,							tokenizer_file=SCREAMING_SNAKE_CASE_			,							bos_token=SCREAMING_SNAKE_CASE_			,							eos_token=SCREAMING_SNAKE_CASE_			,							unk_token=SCREAMING_SNAKE_CASE_			,							sep_token=SCREAMING_SNAKE_CASE_			,							cls_token=SCREAMING_SNAKE_CASE_			,							pad_token=SCREAMING_SNAKE_CASE_			,							mask_token=SCREAMING_SNAKE_CASE_			,							**SCREAMING_SNAKE_CASE_			,							)

    __magic_name__				     =       vocab_file
    __magic_name__				     =       False if not self.vocab_file else True
  def 							_lowercase							( self			: Dict			,							UpperCamelCase__			: int			,							UpperCamelCase__			: Union[str, Any] = None    )			->	List[int]:







    """simple docstring"""






    if token_ids_a is None:
      return [self.cls_token_id] + token_ids_a + [self.sep_token_id]
    __magic_name__				     =       [self.cls_token_id]
    __magic_name__				     =       [self.sep_token_id]
    return cls + token_ids_a + sep + sep + token_ids_a + sep
  def 							_lowercase							( self			: Union[str, Any]			,							UpperCamelCase__			: List[Any]			,							UpperCamelCase__			: int = None    )			->	List[int]:







    """simple docstring"""






    __magic_name__				     =       [self.sep_token_id]
    __magic_name__				     =       [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]





  def 							_lowercase							( self			: Tuple			,							UpperCamelCase__			: Dict			,							UpperCamelCase__			: Optional[int] = None    )			->	Tuple[str]:







    """simple docstring"""






    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(SCREAMING_SNAKE_CASE_    ):
      logger.error(F'''Vocabulary path ({save_directory}) should be a directory'''    )
      return
    __magic_name__				     =       os.path.join(
        SCREAMING_SNAKE_CASE_			,							(filename_prefix + """-""" if filename_prefix else """""") + VOCAB_FILES_NAMES["""vocab_file"""]    )

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

    return (out_vocab_file,)






from __future__ import annotations

from typing import Any



class 				lowerCAmelCase_		:
       def __init__(			self,			SCREAMING_SNAKE_CASE_       )     ->		None:
          UpperCamelCase    :  Any							=	num_of_nodes
          UpperCamelCase    :  list[list[int]]							=	[]
          UpperCamelCase    :  dict[int, int]							=	{}
       def 					snake_case_       (			self,			SCREAMING_SNAKE_CASE_,			SCREAMING_SNAKE_CASE_,			SCREAMING_SNAKE_CASE_       )     ->		None:
          self.m_edges.append([u_node, v_node, weight]       )
       def 					snake_case_       (			self,			SCREAMING_SNAKE_CASE_       )     ->		int:

          if self.m_component[u_node] == u_node:
             return u_node
          return self.find_component(self.m_component[u_node]       )
       def 					snake_case_       (			self,			SCREAMING_SNAKE_CASE_       )     ->		None:

          if self.m_component[u_node] != u_node:
             for k in self.m_component:
                UpperCamelCase    :  Dict							=	self.find_component(SCREAMING_SNAKE_CASE_       )
       def 					snake_case_       (			self,			SCREAMING_SNAKE_CASE_,			SCREAMING_SNAKE_CASE_,			SCREAMING_SNAKE_CASE_       )     ->		None:

          if component_size[u_node] <= component_size[v_node]:
             UpperCamelCase    :  Tuple							=	v_node
             component_size[v_node] += component_size[u_node]
             self.set_component(SCREAMING_SNAKE_CASE_       )

          elif component_size[u_node] >= component_size[v_node]:
             UpperCamelCase    :  Union[str, Any]							=	self.find_component(SCREAMING_SNAKE_CASE_       )
             component_size[u_node] += component_size[v_node]
             self.set_component(SCREAMING_SNAKE_CASE_       )






       def 					snake_case_       (			self       )     ->		None:
          UpperCamelCase    :  int							=	[]
          UpperCamelCase    :  int							=	0

          UpperCamelCase    :  list[Any]							=	[-1] * self.m_num_of_nodes

          # A list of components (initialized to all of the nodes)
          for node in range(self.m_num_of_nodes       ):
             self.m_component.update({node: node}       )
             component_size.append(1       )

          UpperCamelCase    :  List[str]							=	self.m_num_of_nodes

          while num_of_components > 1:
             for edge in self.m_edges:
                UpperCamelCase	,     UpperCamelCase	,     UpperCamelCase    :  List[Any]							=	edge

                UpperCamelCase    :  str							=	self.m_component[u]
                UpperCamelCase    :  Any							=	self.m_component[v]

                if u_component != v_component:

                   for component in (u_component, v_component):
                      if (
                          minimum_weight_edge[component] == -1
                          or minimum_weight_edge[component][2] > w
                      ):
                         UpperCamelCase    :  Any							=	[u, v, w]

             for edge in minimum_weight_edge:
                if isinstance(SCREAMING_SNAKE_CASE_,			SCREAMING_SNAKE_CASE_       ):
                   UpperCamelCase	,     UpperCamelCase	,     UpperCamelCase    :  int							=	edge

                   UpperCamelCase    :  List[Any]							=	self.m_component[u]
                   UpperCamelCase    :  Tuple							=	self.m_component[v]

                   if u_component != v_component:
                      mst_weight += w
                      self.union(SCREAMING_SNAKE_CASE_,			SCREAMING_SNAKE_CASE_,			SCREAMING_SNAKE_CASE_       )
                      print(F"""Added edge [{u} - {v}]\nAdded weight: {w}\n"""       )
                      num_of_components -= 1

             UpperCamelCase    :  Optional[Any]							=	[-1] * self.m_num_of_nodes
          print(F"""The total weight of the minimal spanning tree is: {mst_weight}"""       )






def 		UpperCamelCase	(   )	->     None:
   pass


if __name__ == "__main__":
    import doctest

    doctest.testmod()



