


import json
import os
import unittest

from transformers.models.gpt_neox_japanese.tokenization_gpt_neox_japanese import (
    VOCAB_FILES_NAMES,
    GPTNeoXJapaneseTokenizer,
)
from transformers.testing_utils import require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin







@require_tokenizers
class 				lowerCamelCase__       (	lowerCAmelCase       ,							unittest.TestCase):
     SCREAMING_SNAKE_CASE__				      =      GPTNeoXJapaneseTokenizer
     SCREAMING_SNAKE_CASE__				      =      False
     SCREAMING_SNAKE_CASE__				      =      {'''do_clean_text''': False, '''add_prefix_space''': False}





     def 					__A (self	)					->       Tuple:
      super().setUp()

      _lowercase											=[
          '''こん''',
          '''こんに''',
          '''にちは''',
          '''ばんは''',
          '''世界,㔺界''',
          '''、''',
          '''。''',
          '''<BR>''',
          '''<SP>''',
          '''<TAB>''',
          '''<URL>''',
          '''<EMAIL>''',
          '''<TEL>''',
          '''<DATE>''',
          '''<PRICE>''',
          '''<BLOCK>''',
          '''<KIGOU>''',
          '''<U2000U2BFF>''',
          '''<|emoji1|>''',
          '''<unk>''',
          '''<|startoftext|>''',
          '''<|endoftext|>''',
      ]
      _lowercase											={'''emoji''': {'''\ud83d\ude00''': '''<|emoji1|>'''}, '''emoji_inv''': {'''<|emoji1|>''': '''\ud83d\ude00'''}}  # 😀
      _lowercase											={'''unk_token''': '''<unk>'''}

      _lowercase											=os.path.join(self.tmpdirname		,					VOCAB_FILES_NAMES['''vocab_file''']	)
      _lowercase											=os.path.join(self.tmpdirname		,					VOCAB_FILES_NAMES['''emoji_file''']	)
      with open(self.vocab_file		,					'''w'''		,					encoding='''utf-8'''	) as vocab_writer:
       vocab_writer.write(''''''.join([x + '''\n''' for x in vocab_tokens]	)	)
      with open(self.emoji_file		,					'''w'''	) as emoji_writer:
       emoji_writer.write(json.dumps(UpperCAmelCase	)	)





     def 					__A (self		,					**UpperCAmelCase	)					->       Union[str, Any]:
      kwargs.update(self.special_tokens_map	)
      return GPTNeoXJapaneseTokenizer.from_pretrained(self.tmpdirname		,					**UpperCAmelCase	)





     def 					__A (self		,					UpperCAmelCase	)					->       List[Any]:
      _lowercase											='''こんにちは、世界。 \nこんばんは、㔺界。😀'''
      _lowercase											='''こんにちは、世界。 \nこんばんは、世界。😀'''
      return input_text, output_text





     def 					__A (self		,					UpperCAmelCase	)					->       int:
      _lowercase				,   _lowercase											=self.get_input_output_texts(UpperCAmelCase	)
      _lowercase											=tokenizer.encode(UpperCAmelCase		,					add_special_tokens=UpperCAmelCase	)
      _lowercase											=tokenizer.decode(UpperCAmelCase		,					clean_up_tokenization_spaces=UpperCAmelCase	)
      return text, ids





     def 					__A (self	)					->       str:
      pass  # TODO add if relevant





     def 					__A (self	)					->       int:
      pass  # TODO add if relevant





     def 					__A (self	)					->       Optional[Any]:
      pass  # TODO add if relevant





     def 					__A (self	)					->       Optional[int]:
      _lowercase											=self.get_tokenizer()

      # Testing tokenization
      _lowercase											='''こんにちは、世界。　こんばんは、㔺界。'''
      _lowercase											=['''こん''', '''にちは''', '''、''', '''世界''', '''。''', '''<SP>''', '''こん''', '''ばんは''', '''、''', '''㔺界''', '''。''']
      _lowercase											=tokenizer.tokenize(UpperCAmelCase	)
      self.assertListEqual(UpperCAmelCase		,					UpperCAmelCase	)

      # Testing conversion to ids without special tokens
      _lowercase											=[0, 2, 5, 4, 6, 8, 0, 3, 5, 4, 6]
      _lowercase											=tokenizer.convert_tokens_to_ids(UpperCAmelCase	)
      self.assertListEqual(UpperCAmelCase		,					UpperCAmelCase	)

      # Testing conversion to ids with special tokens
      _lowercase											=tokens + [tokenizer.unk_token]
      _lowercase											=[0, 2, 5, 4, 6, 8, 0, 3, 5, 4, 6, 1_9]
      _lowercase											=tokenizer.convert_tokens_to_ids(UpperCAmelCase	)
      self.assertListEqual(UpperCAmelCase		,					UpperCAmelCase	)





     @slow
     def 					__A (self	)					->       List[Any]:
      _lowercase											=self.tokenizer_class.from_pretrained('''abeja/gpt-neox-japanese-2.7b'''	)

      _lowercase											=tokenizer.encode('''ありがとう。'''		,					add_special_tokens=UpperCAmelCase	)
      _lowercase											=tokenizer.encode('''どういたしまして。'''		,					add_special_tokens=UpperCAmelCase	)

      _lowercase											=tokenizer.build_inputs_with_special_tokens(UpperCAmelCase	)
      _lowercase											=tokenizer.build_inputs_with_special_tokens(UpperCAmelCase		,					UpperCAmelCase	)

      assert encoded_sentence == ids_a
      assert encoded_pair == ids_a + ids_a





     def 					__A (self	)					->       int:
      # Intentionally convert some words to accommodate character fluctuations unique to Japanese
      pass





     def 					__A (self	)					->       Optional[Any]:
      # tokenizer has no padding token
      pass





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 				lowerCamelCase__       :





     def __init__(self		,					UpperCAmelCase	)					->       None:
      _lowercase											=-1
      _lowercase											=-1
      _lowercase											=[-1] * length
      _lowercase											=None
      _lowercase											=None





     def __repr__(self	)					->       str:
      return f"Node(min_value={self.minn} max_value={self.maxx})"



def     UpperCAmelCase_ (							__snake_case						)					->      Node | None:







 """simple docstring"""


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

 _lowercase											=[]
 _lowercase											=[]

 for index, num in enumerate(__snake_case						):
  if num <= pivot:
   left_arr.append(__snake_case						)
  else:
   right_arr.append(__snake_case						)
  _lowercase											=len(__snake_case						)
 _lowercase											=build_tree(__snake_case						)
 _lowercase											=build_tree(__snake_case						)
 return root
def     UpperCAmelCase_ (							__snake_case					,						__snake_case					,						__snake_case						)					->      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
 _lowercase											=(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					,						__snake_case					,						node.map_left[index] - 1						)
 else:
  # go to the right subtree and map index to the right subtree
  return rank_till_index(node.right					,						__snake_case					,						index - node.map_left[index]						)
def     UpperCAmelCase_ (							__snake_case					,						__snake_case					,						__snake_case					,						__snake_case						)					->      int:







 """simple docstring"""


 if start > end:
  return 0
 _lowercase											=rank_till_index(__snake_case					,						__snake_case					,						__snake_case						)
 _lowercase											=rank_till_index(__snake_case					,						__snake_case					,						start - 1						)
 return rank_till_end - rank_before_start
def     UpperCAmelCase_ (							__snake_case					,						__snake_case					,						__snake_case					,						__snake_case						)					->      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]
 _lowercase											=node.map_left[end] - (
     node.map_left[start - 1] if start else 0
 )
 if num_elements_in_left_tree > index:
  return quantile(
      node.left					,						__snake_case					,						(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     UpperCAmelCase_ (							__snake_case					,						__snake_case					,						__snake_case					,						__snake_case					,						__snake_case						)					->      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
 _lowercase											=range_counting(
     node.left					,						(node.map_left[start - 1] if start else 0)					,						node.map_left[end] - 1					,						__snake_case					,						__snake_case					,						)
 _lowercase											=range_counting(
     node.right					,						start - (node.map_left[start - 1] if start else 0)					,						end - node.map_left[end]					,						__snake_case					,						__snake_case					,						)
 return left + right


if __name__ == "__main__":
  import doctest

  doctest.testmod()

