"""simple docstring"""
import os
import unittest

from transformers import ElectraTokenizerFast
from transformers.models.electra.tokenization_electra import (
    VOCAB_FILES_NAMES,
    BasicTokenizer,
    ElectraTokenizer,
    WordpieceTokenizer,
    _is_control,
    _is_punctuation,
    _is_whitespace,
)
from transformers.testing_utils import require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin, filter_non_english



@require_tokenizers
class 	lowerCAmelCase_     (      lowerCAmelCase  ,     unittest.TestCase       ):



				"""simple docstring"""
				_lowerCAmelCase  :     List[str]      	=    ElectraTokenizer
				_lowerCAmelCase  :     List[str]      	=    ElectraTokenizerFast
				_lowerCAmelCase  :     str      	=    True
				_lowerCAmelCase  :     Dict      	=    True
				_lowerCAmelCase  :     Optional[Any]      	=    filter_non_english

				def 		snake_case			(					self     ):






										"""simple docstring"""

										super().setUp()

										snake_case             =      [
										    '[UNK]',
										    '[CLS]',
										    '[SEP]',
										    '[PAD]',
										    '[MASK]',
										    'want',
										    '##want',
										    '##ed',
										    'wa',
										    'un',
										    'runn',
										    '##ing',
										    ',',
										    'low',
										    'lowest',
										]
										snake_case             =      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 		snake_case			(					self		,     lowerCAmelCase     ):






										"""simple docstring"""

										snake_case             =      'UNwant\u00E9d,running'
										snake_case             =      'unwanted, running'
										return input_text, output_text

				def 		snake_case			(					self     ):






										"""simple docstring"""

										snake_case             =      self.tokenizer_class(self.vocab_file     )

										snake_case             =      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 		snake_case			(					self     ):






										"""simple docstring"""

										if not self.test_rust_tokenizer:
																return

										snake_case             =      self.get_tokenizer()
										snake_case             =      self.get_rust_tokenizer()

										snake_case             =      'UNwant\u00E9d,running'

										snake_case             =      tokenizer.tokenize(lowerCAmelCase     )
										snake_case             =      rust_tokenizer.tokenize(lowerCAmelCase     )
										self.assertListEqual(lowerCAmelCase		,     lowerCAmelCase     )

										snake_case             =      tokenizer.encode(lowerCAmelCase		,     add_special_tokens=lowerCAmelCase     )
										snake_case             =      rust_tokenizer.encode(lowerCAmelCase		,     add_special_tokens=lowerCAmelCase     )
										self.assertListEqual(lowerCAmelCase		,     lowerCAmelCase     )

										snake_case             =      self.get_rust_tokenizer()
										snake_case             =      tokenizer.encode(lowerCAmelCase     )
										snake_case             =      rust_tokenizer.encode(lowerCAmelCase     )
										self.assertListEqual(lowerCAmelCase		,     lowerCAmelCase     )

										# With lower casing
										snake_case             =      self.get_tokenizer(do_lower_case=lowerCAmelCase     )
										snake_case             =      self.get_rust_tokenizer(do_lower_case=lowerCAmelCase     )

										snake_case             =      'UNwant\u00E9d,running'

										snake_case             =      tokenizer.tokenize(lowerCAmelCase     )
										snake_case             =      rust_tokenizer.tokenize(lowerCAmelCase     )
										self.assertListEqual(lowerCAmelCase		,     lowerCAmelCase     )

										snake_case             =      tokenizer.encode(lowerCAmelCase		,     add_special_tokens=lowerCAmelCase     )
										snake_case             =      rust_tokenizer.encode(lowerCAmelCase		,     add_special_tokens=lowerCAmelCase     )
										self.assertListEqual(lowerCAmelCase		,     lowerCAmelCase     )

										snake_case             =      self.get_rust_tokenizer()
										snake_case             =      tokenizer.encode(lowerCAmelCase     )
										snake_case             =      rust_tokenizer.encode(lowerCAmelCase     )
										self.assertListEqual(lowerCAmelCase		,     lowerCAmelCase     )

				def 		snake_case			(					self     ):






										"""simple docstring"""

										snake_case             =      BasicTokenizer()

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

				def 		snake_case			(					self     ):






										"""simple docstring"""

										snake_case             =      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 		snake_case			(					self     ):






										"""simple docstring"""

										snake_case             =      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 		snake_case			(					self     ):






										"""simple docstring"""

										snake_case             =      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 		snake_case			(					self     ):






										"""simple docstring"""

										snake_case             =      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 		snake_case			(					self     ):






										"""simple docstring"""

										snake_case             =      BasicTokenizer(do_lower_case=lowerCAmelCase     )

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

				def 		snake_case			(					self     ):






										"""simple docstring"""

										snake_case             =      BasicTokenizer(do_lower_case=lowerCAmelCase		,     strip_accents=lowerCAmelCase     )

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

				def 		snake_case			(					self     ):






										"""simple docstring"""

										snake_case             =      BasicTokenizer(do_lower_case=lowerCAmelCase		,     strip_accents=lowerCAmelCase     )

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

				def 		snake_case			(					self     ):






										"""simple docstring"""

										snake_case             =      BasicTokenizer(do_lower_case=lowerCAmelCase		,     never_split=['[UNK]']     )

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

				def 		snake_case			(					self     ):






										"""simple docstring"""

										snake_case             =      ['[UNK]', '[CLS]', '[SEP]', 'want', '##want', '##ed', 'wa', 'un', 'runn', '##ing']

										snake_case             =      {}
										for i, token in enumerate(lowerCAmelCase     ):
																snake_case             =      i
										snake_case             =      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']     )

				def 		snake_case			(					self     ):






										"""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 		snake_case			(					self     ):






										"""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 		snake_case			(					self     ):






										"""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(' '     )     )

				def 		snake_case			(					self     ):






										"""simple docstring"""

										snake_case             =      self.get_tokenizer()
										snake_case             =      self.get_rust_tokenizer()

										# Example taken from the issue https://github.com/huggingface/tokenizers/issues/340
										self.assertListEqual([tokenizer.tokenize(lowerCAmelCase     ) for t in ['Test', '\xad', 'test']]		,     [['[UNK]'], [], ['[UNK]']]     )

										self.assertListEqual(
										    [rust_tokenizer.tokenize(lowerCAmelCase     ) for t in ['Test', '\xad', 'test']]		,     [['[UNK]'], [], ['[UNK]']]     )

				@slow
				def 		snake_case			(					self     ):






										"""simple docstring"""

										snake_case             =      self.tokenizer_class.from_pretrained('google/electra-base-discriminator'     )

										snake_case             =      tokenizer.encode('sequence builders'		,     add_special_tokens=lowerCAmelCase     )
										snake_case             =      tokenizer.encode('multi-sequence build'		,     add_special_tokens=lowerCAmelCase     )

										snake_case             =      tokenizer.build_inputs_with_special_tokens(lowerCAmelCase     )
										snake_case             =      tokenizer.build_inputs_with_special_tokens(lowerCAmelCase		,     lowerCAmelCase     )

										assert encoded_sentence == [1_01] + text + [1_02]
										assert encoded_pair == [1_01] + text + [1_02] + text_a + [1_02]

				def 		snake_case			(					self     ):






										"""simple docstring"""

										for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
																with self.subTest(F"""{tokenizer.__class__.__name__} ({pretrained_name})"""     ):
																						snake_case             =      self.rust_tokenizer_class.from_pretrained(lowerCAmelCase		,     **lowerCAmelCase     )

																						snake_case             =      F"""A, naïve {tokenizer_r.mask_token} AllenNLP sentence."""
																						snake_case             =      tokenizer_r.encode_plus(
																						    lowerCAmelCase		,     return_attention_mask=lowerCAmelCase		,     return_token_type_ids=lowerCAmelCase		,     return_offsets_mapping=lowerCAmelCase		,     add_special_tokens=lowerCAmelCase		,     )

																						snake_case             =      tokenizer_r.do_lower_case if hasattr(lowerCAmelCase		,     'do_lower_case'     ) else False
																						snake_case             =      (
																						    [
																						        ((0, 0), tokenizer_r.cls_token),
																						        ((0, 1), 'A'),
																						        ((1, 2), ','),
																						        ((3, 5), 'na'),
																						        ((5, 6), '##ï'),
																						        ((6, 8), '##ve'),
																						        ((9, 15), tokenizer_r.mask_token),
																						        ((16, 21), 'Allen'),
																						        ((21, 23), '##NL'),
																						        ((23, 24), '##P'),
																						        ((25, 33), 'sentence'),
																						        ((33, 34), '.'),
																						        ((0, 0), tokenizer_r.sep_token),
																						    ]
																						    if not do_lower_case
																						    else [
																						        ((0, 0), tokenizer_r.cls_token),
																						        ((0, 1), 'a'),
																						        ((1, 2), ','),
																						        ((3, 8), 'naive'),
																						        ((9, 15), tokenizer_r.mask_token),
																						        ((16, 21), 'allen'),
																						        ((21, 23), '##nl'),
																						        ((23, 24), '##p'),
																						        ((25, 33), 'sentence'),
																						        ((33, 34), '.'),
																						        ((0, 0), tokenizer_r.sep_token),
																						    ]
																						)

																						self.assertEqual(
																						    [e[1] for e in expected_results]		,     tokenizer_r.convert_ids_to_tokens(tokens['input_ids']     )     )
																						self.assertEqual([e[0] for e in expected_results]		,     tokens['offset_mapping']     )

				def 		snake_case			(					self     ):






										"""simple docstring"""

										snake_case             =      ['的', '人', '有']
										snake_case             =      ''.join(lowerCAmelCase     )
										for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
																with self.subTest(F"""{tokenizer.__class__.__name__} ({pretrained_name})"""     ):
																						snake_case             =      True
																						snake_case             =      self.tokenizer_class.from_pretrained(lowerCAmelCase		,     **lowerCAmelCase     )
																						snake_case             =      self.rust_tokenizer_class.from_pretrained(lowerCAmelCase		,     **lowerCAmelCase     )

																						snake_case             =      tokenizer_p.encode(lowerCAmelCase		,     add_special_tokens=lowerCAmelCase     )
																						snake_case             =      tokenizer_r.encode(lowerCAmelCase		,     add_special_tokens=lowerCAmelCase     )

																						snake_case             =      tokenizer_r.convert_ids_to_tokens(lowerCAmelCase     )
																						snake_case             =      tokenizer_p.convert_ids_to_tokens(lowerCAmelCase     )

																						# it is expected that each Chinese character is not preceded by "##"
																						self.assertListEqual(lowerCAmelCase		,     lowerCAmelCase     )
																						self.assertListEqual(lowerCAmelCase		,     lowerCAmelCase     )

																						snake_case             =      False
																						snake_case             =      self.rust_tokenizer_class.from_pretrained(lowerCAmelCase		,     **lowerCAmelCase     )
																						snake_case             =      self.tokenizer_class.from_pretrained(lowerCAmelCase		,     **lowerCAmelCase     )

																						snake_case             =      tokenizer_r.encode(lowerCAmelCase		,     add_special_tokens=lowerCAmelCase     )
																						snake_case             =      tokenizer_p.encode(lowerCAmelCase		,     add_special_tokens=lowerCAmelCase     )

																						snake_case             =      tokenizer_r.convert_ids_to_tokens(lowerCAmelCase     )
																						snake_case             =      tokenizer_p.convert_ids_to_tokens(lowerCAmelCase     )

																						# it is expected that only the first Chinese character is not preceded by "##".
																						snake_case             =      [
																						    F"""##{token}""" if idx != 0 else token for idx, token in enumerate(lowerCAmelCase     )
																						]
																						self.assertListEqual(lowerCAmelCase		,     lowerCAmelCase     )
																						self.assertListEqual(lowerCAmelCase		,     lowerCAmelCase     )



"""simple docstring"""
import math
from collections.abc import Generator





def  lowerCAmelCase__     (      _UpperCamelCase							:					int       )       ->					Generator[int, None, None]:





						"""simple docstring"""






						snake_case             =      (i for i in range(1			,      (max_n + 1)       ))
						for i in (n for n in numbers if n > 1):
												for j in range(2			,      _UpperCamelCase       ):
																		if (i % j) == 0:
																								break
												else:
																		yield i





def  lowerCAmelCase__     (      _UpperCamelCase							:					int       )       ->					Generator[int, None, None]:





						"""simple docstring"""






						snake_case             =      (i for i in range(1			,      (max_n + 1)       ))
						for i in (n for n in numbers if n > 1):
												# only need to check for factors up to sqrt(i)
												snake_case             =      int(math.sqrt(_UpperCamelCase       )       ) + 1
												for j in range(2			,      _UpperCamelCase       ):
																		if (i % j) == 0:
																								break
												else:
																		yield i





def  lowerCAmelCase__     (      _UpperCamelCase							:					int       )       ->					Generator[int, None, None]:





						"""simple docstring"""






						snake_case             =      (i for i in range(1			,      (max_n + 1)			,      2       ))
						# It's useless to test even numbers as they will not be prime
						if max_n > 2:
												yield 2  # Because 2 will not be tested, it's necessary to yield it now
						for i in (n for n in numbers if n > 1):
												snake_case             =      int(math.sqrt(_UpperCamelCase       )       ) + 1
												for j in range(3			,      _UpperCamelCase			,      2       ):
																		# As we removed the even numbers, we don't need them now
																		if (i % j) == 0:
																								break
												else:
																		yield i





def  lowerCAmelCase__     (      )       ->					List[str]:





						"""simple docstring"""






						from timeit import timeit

						snake_case             =      'from __main__ import slow_primes, primes, fast_primes'
						print(timeit('slow_primes(1_000_000_000_000)'			,      setup=_UpperCamelCase			,      number=1_0_0_0_0_0_0       )       )
						print(timeit('primes(1_000_000_000_000)'			,      setup=_UpperCamelCase			,      number=1_0_0_0_0_0_0       )       )
						print(timeit('fast_primes(1_000_000_000_000)'			,      setup=_UpperCamelCase			,      number=1_0_0_0_0_0_0       )       )


if __name__ == "__main__":
					SCREAMING_SNAKE_CASE__       =	int(input("Calculate primes up to:\n>> ").strip())
					for ret in primes(number):
										print(ret)
					benchmark()


