


import os
import unittest

from transformers import BatchEncoding
from transformers.models.bert.tokenization_bert import (
    BasicTokenizer,
    WordpieceTokenizer,
    _is_control,
    _is_punctuation,
    _is_whitespace,
)
from transformers.models.prophetnet.tokenization_prophetnet import VOCAB_FILES_NAMES, ProphetNetTokenizer
from transformers.testing_utils import require_torch, slow

from ...test_tokenization_common import TokenizerTesterMixin







class       lowerCamelCase__   (       lowerCAmelCase   ,							unittest.TestCase):
     SCREAMING_SNAKE_CASE__      			=			ProphetNetTokenizer
     SCREAMING_SNAKE_CASE__      			=			False





     def      __A					(self       )     ->   Optional[int]:
      super().setUp()

      _lowercase							      =[
          '''[UNK]''',
          '''[CLS]''',
          '''[SEP]''',
          '''[PAD]''',
          '''[MASK]''',
          '''want''',
          '''##want''',
          '''##ed''',
          '''wa''',
          '''un''',
          '''runn''',
          '''##ing''',
          ''',''',
          '''low''',
          '''lowest''',
      ]
      _lowercase							      =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      __A					(self		,     UpperCAmelCase       )     ->   int:
      _lowercase							      ='''UNwant\u00E9d,running'''
      _lowercase							      ='''unwanted, running'''
      return input_text, output_text





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

      _lowercase							      =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]       )





     def      __A					(self       )     ->   Union[str, Any]:
      _lowercase							      =BasicTokenizer()

      self.assertListEqual(tokenizer.tokenize('''ah\u535A\u63A8zz'''       )		,     ['''ah''', '''\u535A''', '''\u63A8''', '''zz''']       )





     def      __A					(self       )     ->   List[str]:
      _lowercase							      =BasicTokenizer(do_lower_case=UpperCAmelCase       )

      self.assertListEqual(
          tokenizer.tokenize(''' \tHeLLo!how  \n Are yoU?  '''       )		,     ['''hello''', '''!''', '''how''', '''are''', '''you''', '''?''']       )
      self.assertListEqual(tokenizer.tokenize('''H\u00E9llo'''       )		,     ['''hello''']       )





     def      __A					(self       )     ->   Dict:
      _lowercase							      =BasicTokenizer(do_lower_case=UpperCAmelCase		,     strip_accents=UpperCAmelCase       )

      self.assertListEqual(
          tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  '''       )		,     ['''hällo''', '''!''', '''how''', '''are''', '''you''', '''?''']       )
      self.assertListEqual(tokenizer.tokenize('''H\u00E9llo'''       )		,     ['''h\u00E9llo''']       )





     def      __A					(self       )     ->   List[str]:
      _lowercase							      =BasicTokenizer(do_lower_case=UpperCAmelCase		,     strip_accents=UpperCAmelCase       )

      self.assertListEqual(
          tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  '''       )		,     ['''hallo''', '''!''', '''how''', '''are''', '''you''', '''?''']       )
      self.assertListEqual(tokenizer.tokenize('''H\u00E9llo'''       )		,     ['''hello''']       )





     def      __A					(self       )     ->   Optional[int]:
      _lowercase							      =BasicTokenizer(do_lower_case=UpperCAmelCase       )

      self.assertListEqual(
          tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  '''       )		,     ['''hallo''', '''!''', '''how''', '''are''', '''you''', '''?''']       )
      self.assertListEqual(tokenizer.tokenize('''H\u00E9llo'''       )		,     ['''hello''']       )





     def      __A					(self       )     ->   str:
      _lowercase							      =BasicTokenizer(do_lower_case=UpperCAmelCase       )

      self.assertListEqual(
          tokenizer.tokenize(''' \tHeLLo!how  \n Are yoU?  '''       )		,     ['''HeLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?''']       )





     def      __A					(self       )     ->   Union[str, Any]:
      _lowercase							      =BasicTokenizer(do_lower_case=UpperCAmelCase		,     strip_accents=UpperCAmelCase       )

      self.assertListEqual(
          tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  '''       )		,     ['''HäLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?''']       )





     def      __A					(self       )     ->   int:
      _lowercase							      =BasicTokenizer(do_lower_case=UpperCAmelCase		,     strip_accents=UpperCAmelCase       )

      self.assertListEqual(
          tokenizer.tokenize(''' \tHäLLo!how  \n Are yoU?  '''       )		,     ['''HaLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?''']       )





     def      __A					(self       )     ->   List[Any]:
      _lowercase							      =BasicTokenizer(do_lower_case=UpperCAmelCase		,     never_split=['''[UNK]''']       )

      self.assertListEqual(
          tokenizer.tokenize(''' \tHeLLo!how  \n Are yoU? [UNK]'''       )		,     ['''HeLLo''', '''!''', '''how''', '''Are''', '''yoU''', '''?''', '''[UNK]''']       )





     def      __A					(self       )     ->   List[str]:
      _lowercase							      =['''[UNK]''', '''[CLS]''', '''[SEP]''', '''want''', '''##want''', '''##ed''', '''wa''', '''un''', '''runn''', '''##ing''']

      _lowercase							      ={}
      for i, token in enumerate(UpperCAmelCase       ):
       _lowercase							      =i
      _lowercase							      =WordpieceTokenizer(vocab=UpperCAmelCase		,     unk_token='''[UNK]'''       )

      self.assertListEqual(tokenizer.tokenize(''''''       )		,     []       )

      self.assertListEqual(tokenizer.tokenize('''unwanted running'''       )		,     ['''un''', '''##want''', '''##ed''', '''runn''', '''##ing''']       )

      self.assertListEqual(tokenizer.tokenize('''unwantedX running'''       )		,     ['''[UNK]''', '''runn''', '''##ing''']       )





     @require_torch
     def      __A					(self       )     ->   Union[str, Any]:
      _lowercase							      =self.tokenizer_class.from_pretrained('''microsoft/prophetnet-large-uncased'''       )

      _lowercase							      =['''A long paragraph for summarization.''', '''Another paragraph for summarization.''']
      _lowercase							      =[1_0_3_7, 2_1_4_6, 2_0_4_2_3, 2_0_0_5, 7_6_8_0, 7_8_4_9, 3_9_8_9, 1_0_1_2, 1_0_2]
      _lowercase							      =tokenizer(UpperCAmelCase		,     padding=UpperCAmelCase		,     return_tensors='''pt'''       )
      self.assertIsInstance(UpperCAmelCase		,     UpperCAmelCase       )
      _lowercase							      =list(batch.input_ids.numpy()[0]       )
      self.assertListEqual(UpperCAmelCase		,     UpperCAmelCase       )

      self.assertEqual((2, 9)		,     batch.input_ids.shape       )
      self.assertEqual((2, 9)		,     batch.attention_mask.shape       )





     def      __A					(self       )     ->   int:
      self.assertTrue(_is_whitespace(''' '''       )       )
      self.assertTrue(_is_whitespace('''\t'''       )       )
      self.assertTrue(_is_whitespace('''\r'''       )       )
      self.assertTrue(_is_whitespace('''\n'''       )       )
      self.assertTrue(_is_whitespace('''\u00A0'''       )       )

      self.assertFalse(_is_whitespace('''A'''       )       )
      self.assertFalse(_is_whitespace('''-'''       )       )





     def      __A					(self       )     ->   Optional[int]:
      self.assertTrue(_is_control('''\u0005'''       )       )

      self.assertFalse(_is_control('''A'''       )       )
      self.assertFalse(_is_control(''' '''       )       )
      self.assertFalse(_is_control('''\t'''       )       )
      self.assertFalse(_is_control('''\r'''       )       )





     def      __A					(self       )     ->   Any:
      self.assertTrue(_is_punctuation('''-'''       )       )
      self.assertTrue(_is_punctuation('''$'''       )       )
      self.assertTrue(_is_punctuation('''`'''       )       )
      self.assertTrue(_is_punctuation('''.'''       )       )

      self.assertFalse(_is_punctuation('''A'''       )       )
      self.assertFalse(_is_punctuation(''' '''       )       )





     @slow
     def      __A					(self       )     ->   int:
      _lowercase							      =self.tokenizer_class.from_pretrained('''microsoft/prophetnet-large-uncased'''       )

      _lowercase							      =tokenizer.encode('''sequence builders'''		,     add_special_tokens=UpperCAmelCase       )
      _lowercase							      =tokenizer.encode('''multi-sequence build'''		,     add_special_tokens=UpperCAmelCase       )

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

      assert encoded_sentence == text + [1_0_2]
      assert encoded_pair == text + [1_0_2] + text_a + [1_0_2]





from math import isqrt
def 				UpperCAmelCase_					(							__snake_case						)     ->			list[int]:







 """simple docstring"""


 _lowercase							      =[True] * max_number
 for i in range(2     ,						isqrt(max_number - 1						) + 1						):
  if is_prime[i]:
   for j in range(i**2     ,						__snake_case     ,						__snake_case						):
    _lowercase							      =False

 return [i for i in range(2     ,						__snake_case						) if is_prime[i]]
def 				UpperCAmelCase_					(							__snake_case = 10**8						)     ->			int:







 """simple docstring"""


 _lowercase							      =calculate_prime_numbers(max_number // 2						)

 _lowercase							      =0
 _lowercase							      =0
 _lowercase							      =len(__snake_case						) - 1
 while left <= right:
  while prime_numbers[left] * prime_numbers[right] >= max_number:
   right -= 1
  semiprimes_count += right - left + 1
  left += 1

 return semiprimes_count


if __name__ == "__main__":
  print(f'''{solution() = }''')

