
"""simple docstring"""






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 				lowercase__(				_UpperCAmelCase		,						unittest.TestCase   ):
	'''simple docstring'''

	UpperCamelCase				=  ProphetNetTokenizer
	UpperCamelCase				=  False





	def   __lowerCAmelCase (						self    :Dict					)							->			Union[str, Any]:







			'''simple docstring'''




			super().setUp()

			SCREAMING_SNAKE_CASE       :     Optional[int]				= [
			    '''[UNK]''',
			    '''[CLS]''',
			    '''[SEP]''',
			    '''[PAD]''',
			    '''[MASK]''',
			    '''want''',
			    '''##want''',
			    '''##ed''',
			    '''wa''',
			    '''un''',
			    '''runn''',
			    '''##ing''',
			    ''',''',
			    '''low''',
			    '''lowest''',
			]
			SCREAMING_SNAKE_CASE       :     Any				= 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   __lowerCAmelCase (						self    :Tuple		, lowerCamelCase_    :List[Any]					)							->			Optional[int]:







			'''simple docstring'''




			SCREAMING_SNAKE_CASE       :     Union[str, Any]				= '''UNwant\u00E9d,running'''
			SCREAMING_SNAKE_CASE       :     List[Any]				= '''unwanted, running'''
			return input_text, output_text





	def   __lowerCAmelCase (						self    :int					)							->			List[Any]:







			'''simple docstring'''




			SCREAMING_SNAKE_CASE       :     Dict				= self.tokenizer_class(self.vocab_file					)

			SCREAMING_SNAKE_CASE       :     int				= tokenizer.tokenize('''UNwant\u00E9d,running'''					)
			self.assertListEqual(lowerCamelCase_		, ['''un''', '''##want''', '''##ed''', ''',''', '''runn''', '''##ing''']					)
			self.assertListEqual(tokenizer.convert_tokens_to_ids(lowerCamelCase_					)		, [9, 6, 7, 12, 10, 11]					)





	def   __lowerCAmelCase (						self    :int					)							->			Dict:







			'''simple docstring'''




			SCREAMING_SNAKE_CASE       :     str				= BasicTokenizer()

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





	def   __lowerCAmelCase (						self    :Tuple					)							->			int:







			'''simple docstring'''




			SCREAMING_SNAKE_CASE       :     Optional[int]				= BasicTokenizer(do_lower_case=lowerCamelCase_					)

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





	def   __lowerCAmelCase (						self    :Dict					)							->			Union[str, Any]:







			'''simple docstring'''




			SCREAMING_SNAKE_CASE       :     List[str]				= BasicTokenizer(do_lower_case=lowerCamelCase_		, strip_accents=lowerCamelCase_					)

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





	def   __lowerCAmelCase (						self    :Any					)							->			Any:







			'''simple docstring'''




			SCREAMING_SNAKE_CASE       :     List[Any]				= BasicTokenizer(do_lower_case=lowerCamelCase_		, strip_accents=lowerCamelCase_					)

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





	def   __lowerCAmelCase (						self    :Any					)							->			int:







			'''simple docstring'''




			SCREAMING_SNAKE_CASE       :     Tuple				= BasicTokenizer(do_lower_case=lowerCamelCase_					)

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





	def   __lowerCAmelCase (						self    :Optional[int]					)							->			Any:







			'''simple docstring'''




			SCREAMING_SNAKE_CASE       :     Optional[Any]				= BasicTokenizer(do_lower_case=lowerCamelCase_					)

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





	def   __lowerCAmelCase (						self    :List[str]					)							->			Dict:







			'''simple docstring'''




			SCREAMING_SNAKE_CASE       :     str				= BasicTokenizer(do_lower_case=lowerCamelCase_		, strip_accents=lowerCamelCase_					)

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





	def   __lowerCAmelCase (						self    :Optional[int]					)							->			List[Any]:







			'''simple docstring'''




			SCREAMING_SNAKE_CASE       :     Tuple				= BasicTokenizer(do_lower_case=lowerCamelCase_		, strip_accents=lowerCamelCase_					)

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





	def   __lowerCAmelCase (						self    :Dict					)							->			Optional[int]:







			'''simple docstring'''




			SCREAMING_SNAKE_CASE       :     Optional[Any]				= BasicTokenizer(do_lower_case=lowerCamelCase_		, never_split=['''[UNK]''']					)

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





	def   __lowerCAmelCase (						self    :Optional[Any]					)							->			int:







			'''simple docstring'''




			SCREAMING_SNAKE_CASE       :     List[str]				= ['''[UNK]''', '''[CLS]''', '''[SEP]''', '''want''', '''##want''', '''##ed''', '''wa''', '''un''', '''runn''', '''##ing''']

			SCREAMING_SNAKE_CASE       :     int				= {}
			for i, token in enumerate(lowerCamelCase_					):
					SCREAMING_SNAKE_CASE       :     int				= i
			SCREAMING_SNAKE_CASE       :     List[Any]				= WordpieceTokenizer(vocab=lowerCamelCase_		, 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   __lowerCAmelCase (						self    :Any					)							->			Optional[Any]:







			'''simple docstring'''




			SCREAMING_SNAKE_CASE       :     Optional[Any]				= self.tokenizer_class.from_pretrained('''microsoft/prophetnet-large-uncased'''					)

			SCREAMING_SNAKE_CASE       :     Optional[Any]				= ['''A long paragraph for summarization.''', '''Another paragraph for summarization.''']
			SCREAMING_SNAKE_CASE       :     str				= [10_37, 21_46, 2_04_23, 20_05, 76_80, 78_49, 39_89, 10_12, 1_02]
			SCREAMING_SNAKE_CASE       :     Tuple				= tokenizer(lowerCamelCase_		, padding=lowerCamelCase_		, return_tensors='''pt'''					)
			self.assertIsInstance(lowerCamelCase_		, lowerCamelCase_					)
			SCREAMING_SNAKE_CASE       :     Tuple				= list(batch.input_ids.numpy()[0]					)
			self.assertListEqual(lowerCamelCase_		, lowerCamelCase_					)

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





	def   __lowerCAmelCase (						self    :int					)							->			Tuple:







			'''simple docstring'''




			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   __lowerCAmelCase (						self    :str					)							->			int:







			'''simple docstring'''




			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   __lowerCAmelCase (						self    :Tuple					)							->			Any:







			'''simple docstring'''




			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   __lowerCAmelCase (						self    :Tuple					)							->			Dict:







			'''simple docstring'''




			SCREAMING_SNAKE_CASE       :     Tuple				= self.tokenizer_class.from_pretrained('''microsoft/prophetnet-large-uncased'''					)

			SCREAMING_SNAKE_CASE       :     Optional[int]				= tokenizer.encode('''sequence builders'''		, add_special_tokens=lowerCamelCase_					)
			SCREAMING_SNAKE_CASE       :     Optional[int]				= tokenizer.encode('''multi-sequence build'''		, add_special_tokens=lowerCamelCase_					)

			SCREAMING_SNAKE_CASE       :     str				= tokenizer.build_inputs_with_special_tokens(lowerCamelCase_					)
			SCREAMING_SNAKE_CASE       :     Any				= tokenizer.build_inputs_with_special_tokens(lowerCamelCase_		, lowerCamelCase_					)

			assert encoded_sentence == text + [1_02]
			assert encoded_pair == text + [1_02] + text_a + [1_02]







"""simple docstring"""






def __A						(   a_ :							int     )->							list[int]:




		'''simple docstring'''






		if num <= 0:
				raise ValueError('''Input must be a positive integer'''     )

		SCREAMING_SNAKE_CASE       :     Optional[int]				= [True] * (num + 1)

		SCREAMING_SNAKE_CASE       :     Optional[Any]				= 2
		while p * p <= num:
				if primes[p]:
						for i in range(p * p		,		num + 1		,		a_     ):
								SCREAMING_SNAKE_CASE       :     Any				= False
				p += 1

		return [prime for prime in range(2		,		num + 1     ) if primes[prime]]


if __name__ == "__main__":
					import doctest

					doctest.testmod()

					lowerCamelCase__ :       str						     =			int(input("Enter a positive integer: ").strip())
					print(prime_sieve_eratosthenes(user_num))





