





"""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


lowercase__				:Tuple				   =       logging.get_logger(__name__)

lowercase__				:List[str]				   =       '▁'

lowercase__				:Union[str, Any]				   =       {'vocab_file': 'sentencepiece.bpe.model', 'monolingual_vocab_file': 'dict.txt'}

lowercase__				:Any				   =       {
    'vocab_file': {
        'vinai/bartpho-syllable': 'https://huggingface.co/vinai/bartpho-syllable/resolve/main/sentencepiece.bpe.model',
    },
    'monolingual_vocab_file': {
        'vinai/bartpho-syllable': 'https://huggingface.co/vinai/bartpho-syllable/resolve/main/dict.txt',
    },
}

lowercase__				:Optional[Any]				   =       {'vinai/bartpho-syllable': 1_0_2_4}




class 							snake_case							(			__UpperCAmelCase ):

      '''simple docstring'''



      _A     :       Optional[Any]         =       VOCAB_FILES_NAMES
      _A     :       int         =       PRETRAINED_VOCAB_FILES_MAP
      _A     :       Optional[int]         =       PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
      _A     :       Union[str, Any]         =       ['input_ids', 'attention_mask']

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


        '''simple docstring'''




        __UpperCAmelCase    :						List[str]       =						AddedToken(__lowercase						,				lstrip=__lowercase						,				rstrip=__lowercase ) if isinstance(__lowercase						,				__lowercase ) else mask_token

        __UpperCAmelCase    :						Tuple       =						{} if sp_model_kwargs is None else sp_model_kwargs

        super().__init__(
            bos_token=__lowercase						,				eos_token=__lowercase						,				unk_token=__lowercase						,				sep_token=__lowercase						,				cls_token=__lowercase						,				pad_token=__lowercase						,				mask_token=__lowercase						,				sp_model_kwargs=self.sp_model_kwargs						,				**__lowercase						,				)

        __UpperCAmelCase    :						Any       =						vocab_file
        __UpperCAmelCase    :						Union[str, Any]       =						monolingual_vocab_file
        __UpperCAmelCase    :						Tuple       =						spm.SentencePieceProcessor(**self.sp_model_kwargs )
        self.sp_model.Load(str(__lowercase ) )

        # Load the reduced vocab

        # Keep order of special tokens for backward compatibility
        __UpperCAmelCase    :						List[Any]       =						{}
        __UpperCAmelCase    :						Tuple       =						0
        for token in [bos_token, pad_token, eos_token, unk_token, sep_token, cls_token]:
          if str(__lowercase ) not in self.fairseq_tokens_to_ids:
            __UpperCAmelCase    :						Union[str, Any]       =						cnt
            cnt += 1
        with open(__lowercase						,				'''r'''						,				encoding='''utf-8''' ) as f:
          for line in f.readlines():
            __UpperCAmelCase    :						Union[str, Any]       =						line.strip().split()[0]
            __UpperCAmelCase    :						Optional[Any]       =						len(self.fairseq_tokens_to_ids )
        if str(__lowercase ) not in self.fairseq_tokens_to_ids:
          __UpperCAmelCase    :						int       =						len(self.fairseq_tokens_to_ids )

        __UpperCAmelCase    :						Optional[int]       =						{v: k for k, v in self.fairseq_tokens_to_ids.items()}

      def __getstate__(							self       :      List[Any] ):


        '''simple docstring'''




        __UpperCAmelCase    :						str       =						self.__dict__.copy()
        __UpperCAmelCase    :						Optional[Any]       =						None
        __UpperCAmelCase    :						Any       =						self.sp_model.serialized_model_proto()
        return state

      def __setstate__(							self       :      List[Any]						,				__lowercase       :      Tuple ):


        '''simple docstring'''




        __UpperCAmelCase    :						Any       =						d

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

        __UpperCAmelCase    :						int       =						spm.SentencePieceProcessor(**self.sp_model_kwargs )
        self.sp_model.LoadFromSerializedProto(self.sp_model_proto )

      def       A_					(							self       :      Optional[Any]						,				__lowercase       :      List[int]						,				__lowercase       :      Optional[List[int]] = None ):


        '''simple docstring'''




        if token_ids_a is None:
          return [self.cls_token_id] + token_ids_a + [self.sep_token_id]
        __UpperCAmelCase    :						List[str]       =						[self.cls_token_id]
        __UpperCAmelCase    :						Dict       =						[self.sep_token_id]
        return cls + token_ids_a + sep + sep + token_ids_a + sep

      def       A_					(							self       :      Dict						,				__lowercase       :      List[int]						,				__lowercase       :      Optional[List[int]] = None						,				__lowercase       :      bool = False ):


        '''simple docstring'''




        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 None:
          return [1] + ([0] * len(__lowercase )) + [1]
        return [1] + ([0] * len(__lowercase )) + [1, 1] + ([0] * len(__lowercase )) + [1]

      def       A_					(							self       :      Optional[int]						,				__lowercase       :      List[int]						,				__lowercase       :      Optional[List[int]] = None ):


        '''simple docstring'''




        __UpperCAmelCase    :						Optional[int]       =						[self.sep_token_id]
        __UpperCAmelCase    :						Dict       =						[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       A_					(							self       :      Optional[int] ):


        '''simple docstring'''




        return len(self.fairseq_ids_to_tokens )

      def       A_					(							self       :      Union[str, Any] ):


        '''simple docstring'''




        __UpperCAmelCase    :						Union[str, Any]       =						{self.convert_ids_to_tokens(__lowercase ): i for i in range(self.vocab_size )}
        vocab.update(self.added_tokens_encoder )
        return vocab

      def       A_					(							self       :      Any						,				__lowercase       :      str ):


        '''simple docstring'''




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

      def       A_					(							self       :      int						,				__lowercase       :      Tuple ):


        '''simple docstring'''




        if token in self.fairseq_tokens_to_ids:
          return self.fairseq_tokens_to_ids[token]
        else:
          return self.unk_token_id

      def       A_					(							self       :      Union[str, Any]						,				__lowercase       :      Dict ):


        '''simple docstring'''




        return self.fairseq_ids_to_tokens[index]

      def       A_					(							self       :      int						,				__lowercase       :      Union[str, Any] ):


        '''simple docstring'''




        __UpperCAmelCase    :						Dict       =						''''''.join(__lowercase ).replace(__lowercase						,				''' ''' ).strip()
        return out_string







      def       A_					(							self       :      List[str]						,				__lowercase       :      str						,				__lowercase       :      Optional[str] = None ):


        '''simple docstring'''




        if not os.path.isdir(__lowercase ):
          logger.error(f'''Vocabulary path ({save_directory}) should be a directory''' )
          return
        __UpperCAmelCase    :						Dict       =						os.path.join(
            __lowercase						,				(filename_prefix + '''-''' if filename_prefix else '''''') + VOCAB_FILES_NAMES['''vocab_file'''] )
        __UpperCAmelCase    :						int       =						os.path.join(
            __lowercase						,				(filename_prefix + '''-''' if filename_prefix else '''''') + VOCAB_FILES_NAMES['''monolingual_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    :						Any       =						self.sp_model.serialized_model_proto()
            fi.write(__lowercase )

        if os.path.abspath(self.monolingual_vocab_file ) != os.path.abspath(
            __lowercase ) and os.path.isfile(self.monolingual_vocab_file ):
          copyfile(self.monolingual_vocab_file						,				__lowercase )
        elif not os.path.isfile(self.monolingual_vocab_file ):
          with open(__lowercase						,				'''w'''						,				encoding='''utf-8''' ) as fp:
            for token in self.fairseq_tokens_to_ids:
              if token not in self.all_special_tokens:
                fp.write(f'''{str(__lowercase )} \n''' )

        return out_vocab_file, out_monolingual_vocab_file






"""simple docstring"""





from __future__ import annotations

from collections.abc import Callable
from typing import Any, Generic, TypeVar

lowercase__				:int				   =       TypeVar('T')




class 							snake_case							(			Generic[T] ):

      '''simple docstring'''



      def __init__(							self       :      Optional[Any]						,				__lowercase       :      list[T]						,				__lowercase       :      Callable[[T, T], T] ):


        '''simple docstring'''




        __UpperCAmelCase    :						Any | T       =						None

        __UpperCAmelCase    :						int       =						len(__lowercase )
        __UpperCAmelCase    :						list[T]       =						[any_type for _ in range(self.N )] + arr
        __UpperCAmelCase    :						List[Any]       =						fnc
        self.build()

      def       A_					(							self       :      str ):


        '''simple docstring'''




        for p in range(self.N - 1						,				0						,				-1 ):
          __UpperCAmelCase    :						Any       =						self.fn(self.st[p * 2]						,				self.st[p * 2 + 1] )

      def       A_					(							self       :      Union[str, Any]						,				__lowercase       :      int						,				__lowercase       :      T ):


        '''simple docstring'''




        p += self.N
        __UpperCAmelCase    :						Tuple       =						v
        while p > 1:
          __UpperCAmelCase    :						Union[str, Any]       =						p // 2
          __UpperCAmelCase    :						Any       =						self.fn(self.st[p * 2]						,				self.st[p * 2 + 1] )







      def       A_					(							self       :      str						,				__lowercase       :      int						,				__lowercase       :      int ):  # noqa: E741


        '''simple docstring'''




        __UpperCAmelCase       ,     __UpperCAmelCase    :						int       =						l + self.N, r + self.N

        __UpperCAmelCase    :						T | None       =						None
        while l <= r:
          if l % 2 == 1:
            __UpperCAmelCase    :						Any       =						self.st[l] if res is None else self.fn(__lowercase						,				self.st[l] )
          if r % 2 == 0:
            __UpperCAmelCase    :						Any       =						self.st[r] if res is None else self.fn(__lowercase						,				self.st[r] )
          __UpperCAmelCase       ,     __UpperCAmelCase    :						Any       =						(l + 1) // 2, (r - 1) // 2
        return res


if __name__ == "__main__":
  from functools import reduce

  lowercase__				:Any				   =       [1, 1_0, -2, 9, -3, 8, 4, -7, 5, 6, 1_1, -1_2]

  lowercase__				:List[Any]				   =       {
      0: 7,
      1: 2,
      2: 6,
      3: -1_4,
      4: 5,
      5: 4,
      6: 7,
      7: -1_0,
      8: 9,
      9: 1_0,
      1_0: 1_2,
      1_1: 1,
  }

  lowercase__				:List[str]				   =       SegmentTree(test_array, min)
  lowercase__				:List[str]				   =       SegmentTree(test_array, max)
  lowercase__				:Tuple				   =       SegmentTree(test_array, lambda a, b: a + b)


  def       lowerCamelCase_       (   )						->None:





    """simple docstring"""


    for i in range(len(UpperCAmelCase_  )  ):
      for j in range(UpperCAmelCase_  ,			len(UpperCAmelCase_  )  ):
        __UpperCAmelCase    :						Optional[Any]       =						reduce(UpperCAmelCase_  ,			test_array[i : j + 1]  )
        __UpperCAmelCase    :						Optional[int]       =						reduce(UpperCAmelCase_  ,			test_array[i : j + 1]  )
        __UpperCAmelCase    :						Union[str, Any]       =						reduce(lambda UpperCAmelCase_  ,			UpperCAmelCase_  : a + b  ,			test_array[i : j + 1]  )
        assert min_range == min_segment_tree.query(UpperCAmelCase_  ,			UpperCAmelCase_  )
        assert max_range == max_segment_tree.query(UpperCAmelCase_  ,			UpperCAmelCase_  )
        assert sum_range == sum_segment_tree.query(UpperCAmelCase_  ,			UpperCAmelCase_  )

  test_all_segments()

  for index, value in test_updates.items():
    lowercase__				:Optional[Any]				   =       value
    min_segment_tree.update(index, value)
    max_segment_tree.update(index, value)
    sum_segment_tree.update(index, value)
    test_all_segments()