


import os
import unittest

from transformers import MPNetTokenizerFast
from transformers.models.mpnet.tokenization_mpnet import VOCAB_FILES_NAMES, MPNetTokenizer
from transformers.testing_utils import require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin





@require_tokenizers
class   A							(       UpperCAmelCase_	,       unittest.TestCase  ):
   __UpperCAmelCase				:				Union[str, Any]          =    MPNetTokenizer
   __UpperCAmelCase				:				Any          =    MPNetTokenizerFast
   __UpperCAmelCase				:				List[str]          =    True
   __UpperCAmelCase				:				Optional[Any]          =    True


   def     lowercase_   (self  :		int	)		->       Dict:
         """simple docstring"""



         super().setUp()

         UpperCAmelCase__			=						[
             "[UNK]",
             "[CLS]",
             "[SEP]",
             "[PAD]",
             "[MASK]",
             "want",
             "##want",
             "##ed",
             "wa",
             "un",
             "runn",
             "##ing",
             ",",
             "low",
             "lowest",
         ]
         UpperCAmelCase__			=						os.path.join(self.tmpdirname ,						VOCAB_FILES_NAMES["vocab_file"]	)
         with open(self.vocab_file ,						"w" ,						encoding="utf-8"	) as vocab_writer:
               vocab_writer.write("".join([x + "\n" for x in vocab_tokens]	)	)


   def     lowercase_   (self  :		List[str] ,						__UpperCAmelCase  :		Dict	)		->       str:
         """simple docstring"""



         UpperCAmelCase__			=						"UNwant\u00E9d,running"
         UpperCAmelCase__			=						"unwanted, running"
         return input_text, output_text


   def     lowercase_   (self  :		Optional[Any]	)		->       str:
         """simple docstring"""



         UpperCAmelCase__			=						self.tokenizer_class(self.vocab_file	)

         UpperCAmelCase__			=						tokenizer.tokenize("UNwant\u00E9d,running"	)
         self.assertListEqual(__UpperCAmelCase ,						["un", "##want", "##ed", ",", "runn", "##ing"]	)
         self.assertListEqual(tokenizer.convert_tokens_to_ids(__UpperCAmelCase	) ,						[9, 6, 7, 1_2, 1_0, 1_1]	)





   @slow
   def     lowercase_   (self  :		str	)		->       List[Any]:
         """simple docstring"""



         UpperCAmelCase__			=						self.tokenizer_class.from_pretrained("microsoft/mpnet-base"	)

         UpperCAmelCase__			=						tokenizer.encode("sequence builders" ,						add_special_tokens=__UpperCAmelCase	)
         UpperCAmelCase__			=						tokenizer.encode("multi-sequence build" ,						add_special_tokens=__UpperCAmelCase	)

         UpperCAmelCase__			=						tokenizer.build_inputs_with_special_tokens(__UpperCAmelCase	)
         UpperCAmelCase__			=						tokenizer.build_inputs_with_special_tokens(__UpperCAmelCase ,						__UpperCAmelCase	)

         assert encoded_sentence == [0] + text + [2]
         assert encoded_pair == [0] + text + [2] + [2] + text_a + [2]




from __future__ import annotations

UpperCamelCase__       							=      [2, 1, 4, 5, 6, 0, 8, 9, 1, 2, 0, 6, 4, 2, 0, 6, 5, 3, 2, 7]





class   A							:


   def __init__(self  :		Optional[int] ,						__UpperCAmelCase  :		int	)		->       None:
         """simple docstring"""



         UpperCAmelCase__			=						-1
         UpperCAmelCase__			=						-1
         UpperCAmelCase__			=						[-1] * length
         UpperCAmelCase__			=						None
         UpperCAmelCase__			=						None





   def __repr__(self  :		Union[str, Any]	)		->       str:
         """simple docstring"""



         return f"""Node(min_value={self.minn} max_value={self.maxx})"""




def      lowerCAmelCase_				(  __A							)  ->       Node | None:







      '''simple docstring'''


      UpperCAmelCase__			=						Node(len(__A							)							)
      UpperCAmelCase__	,   UpperCAmelCase__			=						min(__A							), max(__A							)
      # Leaf node case where the node contains only one unique value
      if root.minn == root.maxx:
            return root
      UpperCAmelCase__			=						(root.minn + root.maxx) // 2

      UpperCAmelCase__			=						[]
      UpperCAmelCase__			=						[]

      for index, num in enumerate(__A							):
            if num <= pivot:
                  left_arr.append(__A							)
            else:
                  right_arr.append(__A							)
            UpperCAmelCase__			=						len(__A							)
      UpperCAmelCase__			=						build_tree(__A							)
      UpperCAmelCase__			=						build_tree(__A							)
      return root




def      lowerCAmelCase_				(  __A,						__A,						__A							)  ->       int:







      '''simple docstring'''


      if index < 0 or node is None:
            return 0
      # Leaf node cases
      if node.minn == node.maxx:
            return index + 1 if node.minn == num else 0
      UpperCAmelCase__			=						(node.minn + node.maxx) // 2
      if num <= pivot:
            # go the left subtree and map index to the left subtree
            return rank_till_index(node.left,						__A,						node.map_left[index] - 1							)
      else:
            # go to the right subtree and map index to the right subtree
            return rank_till_index(node.right,						__A,						index - node.map_left[index]							)




def      lowerCAmelCase_				(  __A,						__A,						__A,						__A							)  ->       int:







      '''simple docstring'''


      if start > end:
            return 0
      UpperCAmelCase__			=						rank_till_index(__A,						__A,						__A							)
      UpperCAmelCase__			=						rank_till_index(__A,						__A,						start - 1							)
      return rank_till_end - rank_before_start




def      lowerCAmelCase_				(  __A,						__A,						__A,						__A							)  ->       int:







      '''simple docstring'''


      if index > (end - start) or start > end or node is None:
            return -1
      # Leaf node case
      if node.minn == node.maxx:
            return node.minn
      # Number of elements in the left subtree in interval [start, end]
      UpperCAmelCase__			=						node.map_left[end] - (
          node.map_left[start - 1] if start else 0
      )
      if num_elements_in_left_tree > index:
            return quantile(
                node.left,						__A,						(node.map_left[start - 1] if start else 0),						node.map_left[end] - 1,						)
      else:
            return quantile(
                node.right,						index - num_elements_in_left_tree,						start - (node.map_left[start - 1] if start else 0),						end - node.map_left[end],						)




def      lowerCAmelCase_				(  __A,						__A,						__A,						__A,						__A							)  ->       int:







      '''simple docstring'''


      if (
          start > end
          or node is None
          or start_num > end_num
          or node.minn > end_num
          or node.maxx < start_num
      ):
            return 0
      if start_num <= node.minn and node.maxx <= end_num:
            return end - start + 1
      UpperCAmelCase__			=						range_counting(
          node.left,						(node.map_left[start - 1] if start else 0),						node.map_left[end] - 1,						__A,						__A,						)
      UpperCAmelCase__			=						range_counting(
          node.right,						start - (node.map_left[start - 1] if start else 0),						end - node.map_left[end],						__A,						__A,						)
      return left + right


if __name__ == "__main__":
      import doctest

      doctest.testmod()



