"""simple docstring"""




import os
import tempfile
import unittest
from typing import List

from transformers.models.esm.tokenization_esm import VOCAB_FILES_NAMES, EsmTokenizer
from transformers.testing_utils import require_tokenizers
from transformers.tokenization_utils import PreTrainedTokenizer
from transformers.tokenization_utils_base import PreTrainedTokenizerBase

@require_tokenizers
class        __SCREAMING_SNAKE_CASE     (   unittest.TestCase							):
				UpperCAmelCase	=      EsmTokenizer







				def   lowercase_		(    self    :Optional[Any]  )      ->					Any:




									"""simple docstring"""



									super().setUp()
									lowerCamelCase__		:   Tuple  				=					tempfile.mkdtemp()
									# fmt: off
									lowerCamelCase__		:   List[str]  				=					["<cls>", "<pad>", "<eos>", "<unk>", "L", "A", "G", "V", "S", "E", "R", "T", "I", "D", "P", "K", "Q", "N", "F", "Y", "M", "H", "W", "C", "X", "B", "U", "Z", "O", ".", "-", "<null_1>", "<mask>"]  # noqa: E501
									# fmt: on
									lowerCamelCase__		:   str  				=					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[Any]      ,**__UpperCAmelCase    :List[str]  )      ->					List[PreTrainedTokenizerBase]:




									"""simple docstring"""



									return [self.get_tokenizer(**__UpperCAmelCase  )]







				def   lowercase_		(    self    :List[Any]      ,**__UpperCAmelCase    :Union[str, Any]  )      ->					PreTrainedTokenizer:




									"""simple docstring"""



									return self.tokenizer_class.from_pretrained(self.tmpdirname      ,**__UpperCAmelCase  )







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




									"""simple docstring"""



									lowerCamelCase__		:   Any  				=					self.tokenizer_class(self.vocab_file  )

									lowerCamelCase__		:   Tuple  				=					tokenizer.tokenize('''LAGVS'''  )
									self.assertListEqual(__UpperCAmelCase      ,['''L''', '''A''', '''G''', '''V''', '''S''']  )
									self.assertListEqual(tokenizer.convert_tokens_to_ids(__UpperCAmelCase  )      ,[4, 5, 6, 7, 8]  )







				def   lowercase_		(    self    :Tuple  )      ->					Optional[Any]:




									"""simple docstring"""



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

									lowerCamelCase__		:   int  				=					'''LAGVS'''
									self.assertListEqual(tokenizer.encode(__UpperCAmelCase  )      ,[0, 4, 5, 6, 7, 8, 2]  )







				def   lowercase_		(    self    :Tuple  )      ->					Any:




									"""simple docstring"""



									lowerCamelCase__		:   Union[str, Any]  				=					self.tokenizer_class(self.vocab_file  )

									lowerCamelCase__		:   List[Any]  				=					['''LAGVS''', '''WCB''']
									lowerCamelCase__		:   int  				=					tokenizer(__UpperCAmelCase      ,padding=__UpperCAmelCase  )['''input_ids''']

									self.assertListEqual(__UpperCAmelCase      ,[[0, 4, 5, 6, 7, 8, 2], [0, 22, 23, 25, 2]]  )







				def   lowercase_		(    self    :List[str]  )      ->					List[Any]:




									"""simple docstring"""



									lowerCamelCase__		:   Optional[Any]  				=					self.tokenizer_class(self.vocab_file  )

									lowerCamelCase__		:   Optional[Any]  				=					['''LAGVS''', '''WCB''']
									lowerCamelCase__		:   Union[str, Any]  				=					tokenizer(__UpperCAmelCase      ,padding=__UpperCAmelCase  )['''input_ids''']

									self.assertListEqual(__UpperCAmelCase      ,[[0, 4, 5, 6, 7, 8, 2], [0, 22, 23, 25, 2, 1, 1]]  )







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




									"""simple docstring"""



									lowerCamelCase__		:   Tuple  				=					self.get_tokenizers(fast=__UpperCAmelCase  )
									for tokenizer in tokenizers:
														with self.subTest(F"""{tokenizer.__class__.__name__}"""  ):
																			lowerCamelCase__		:   Optional[int]  				=					'''<unk>'''
																			lowerCamelCase__		:   str  				=					'''<mask>'''

																			lowerCamelCase__		:   str  				=					tokenizer.tokenize(__UpperCAmelCase  )
																			lowerCamelCase__		:   List[Any]  				=					tokenizer.tokenize(__UpperCAmelCase  )

																			self.assertEqual(len(__UpperCAmelCase  )      ,1  )
																			self.assertEqual(len(__UpperCAmelCase  )      ,1  )
																			self.assertEqual(token_a[0]      ,__UpperCAmelCase  )
																			self.assertEqual(token_a[0]      ,__UpperCAmelCase  )







"""simple docstring"""




import math
from collections.abc import Generator



def 				__a       (			_lowercase						):







					"""simple docstring"""





					lowerCamelCase__		:   Generator  				=					(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							, _lowercase						):
															if (i % j) == 0:
																				break
										else:
															yield i



def 				__a       (			_lowercase						):







					"""simple docstring"""





					lowerCamelCase__		:   Generator  				=					(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)
										lowerCamelCase__		:   Tuple  				=					int(math.sqrt(_lowercase						)						) + 1
										for j in range(2							, _lowercase						):
															if (i % j) == 0:
																				break
										else:
															yield i



def 				__a       (			_lowercase						):







					"""simple docstring"""





					lowerCamelCase__		:   Generator  				=					(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):
										lowerCamelCase__		:   Union[str, Any]  				=					int(math.sqrt(_lowercase						)						) + 1
										for j in range(3							, _lowercase							, 2						):
															# As we removed the even numbers, we don't need them now
															if (i % j) == 0:
																				break
										else:
															yield i



def 				__a       (			):







					"""simple docstring"""





					from timeit import timeit

					lowerCamelCase__		:   Any  				=					'''from __main__ import slow_primes, primes, fast_primes'''
					print(timeit('''slow_primes(1_000_000_000_000)'''							, setup=_lowercase							, number=1000000						)						)
					print(timeit('''primes(1_000_000_000_000)'''							, setup=_lowercase							, number=1000000						)						)
					print(timeit('''fast_primes(1_000_000_000_000)'''							, setup=_lowercase							, number=1000000						)						)


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






