





import os
import tempfile
import unittest
import uuid
from pathlib import Path

from transformers.testing_utils import get_tests_dir, require_soundfile, require_torch, require_vision
from transformers.tools.agent_types import AgentAudio, AgentImage, AgentText
from transformers.utils import is_soundfile_availble, is_torch_available, is_vision_available


if is_torch_available():
	import torch

if is_soundfile_availble():
	import soundfile as sf

if is_vision_available():
	from PIL import Image






def 					lowerCamelCase_						(    _UpperCamelCase=""			)		->						str:






				"""simple docstring"""


				snake_case_						:   Any           =  tempfile.mkdtemp()
				return os.path.join(_UpperCamelCase			,    str(uuid.uuida()			) + suffix			)



@require_soundfile
@require_torch
class  __lowerCAmelCase	(      unittest.TestCase					):






			def       lowerCamelCase  (self   )					->       int:


							'''simple docstring'''



							snake_case_						:   Any           =  torch.rand(12 ,							dtype=torch.floataa   ) - 0.5
							snake_case_						:   Optional[int]           =  AgentAudio(__magic_name__   )
							snake_case_						:   Union[str, Any]           =  str(agent_type.to_string()   )

							# Ensure that the tensor and the agent_type's tensor are the same
							self.assertTrue(torch.allclose(__magic_name__ ,							agent_type.to_raw() ,							atol=1e-4   )   )

							del agent_type

							# Ensure the path remains even after the object deletion
							self.assertTrue(os.path.exists(__magic_name__   )   )

							# Ensure that the file contains the same value as the original tensor
							snake_case_      ,							snake_case_						:   List[str]           =  sf.read(__magic_name__   )
							self.assertTrue(torch.allclose(__magic_name__ ,							torch.tensor(__magic_name__   ) ,							atol=1e-4   )   )






			def       lowerCamelCase  (self   )					->       Dict:


							'''simple docstring'''



							snake_case_						:   Dict           =  torch.rand(12 ,							dtype=torch.floataa   ) - 0.5
							snake_case_						:   Dict           =  get_new_path(suffix='''.wav'''   )
							sf.write(__magic_name__ ,							__magic_name__ ,							1_6000   )

							snake_case_						:   Optional[Any]           =  AgentAudio(__magic_name__   )

							self.assertTrue(torch.allclose(__magic_name__ ,							agent_type.to_raw() ,							atol=1e-4   )   )
							self.assertEqual(agent_type.to_string() ,							__magic_name__   )




@require_vision
@require_torch
class  __lowerCAmelCase	(      unittest.TestCase					):






			def       lowerCamelCase  (self   )					->       Dict:


							'''simple docstring'''



							snake_case_						:   Tuple           =  torch.randint(0 ,							256 ,							(64, 64, 3)   )
							snake_case_						:   str           =  AgentImage(__magic_name__   )
							snake_case_						:   Tuple           =  str(agent_type.to_string()   )

							# Ensure that the tensor and the agent_type's tensor are the same
							self.assertTrue(torch.allclose(__magic_name__ ,							agent_type._tensor ,							atol=1e-4   )   )

							self.assertIsInstance(agent_type.to_raw() ,							Image.Image   )

							# Ensure the path remains even after the object deletion
							del agent_type
							self.assertTrue(os.path.exists(__magic_name__   )   )






			def       lowerCamelCase  (self   )					->       List[str]:


							'''simple docstring'''



							snake_case_						:   List[Any]           =  Path(get_tests_dir('''fixtures/tests_samples/COCO'''   )   ) / '''000000039769.png'''
							snake_case_						:   Any           =  Image.open(__magic_name__   )
							snake_case_						:   Tuple           =  AgentImage(__magic_name__   )

							self.assertTrue(path.samefile(agent_type.to_string()   )   )
							self.assertTrue(image == agent_type.to_raw()   )

							# Ensure the path remains even after the object deletion
							del agent_type
							self.assertTrue(os.path.exists(__magic_name__   )   )






			def       lowerCamelCase  (self   )					->       Tuple:


							'''simple docstring'''



							snake_case_						:   List[Any]           =  Path(get_tests_dir('''fixtures/tests_samples/COCO'''   )   ) / '''000000039769.png'''
							snake_case_						:   Optional[Any]           =  Image.open(__magic_name__   )
							snake_case_						:   List[Any]           =  AgentImage(__magic_name__   )

							self.assertFalse(path.samefile(agent_type.to_string()   )   )
							self.assertTrue(image == agent_type.to_raw()   )

							# Ensure the path remains even after the object deletion
							del agent_type
							self.assertTrue(os.path.exists(__magic_name__   )   )




class  __lowerCAmelCase	(      unittest.TestCase					):






			def       lowerCamelCase  (self   )					->       List[Any]:


							'''simple docstring'''



							snake_case_						:   Tuple           =  '''Hey!'''
							snake_case_						:   List[str]           =  AgentText(__magic_name__   )

							self.assertEqual(__magic_name__ ,							agent_type.to_string()   )
							self.assertEqual(__magic_name__ ,							agent_type.to_raw()   )
							self.assertEqual(__magic_name__ ,							__magic_name__   )







import random

from .binary_exp_mod import bin_exp_mod






def 					lowerCamelCase_						(    _UpperCamelCase			,    _UpperCamelCase=1_000			)		->						str:






				"""simple docstring"""


				if n < 2:
								return False

				if n % 2 == 0:
								return n == 2

				# this means n is odd
				snake_case_						:   int           =  n - 1
				snake_case_						:   Union[str, Any]           =  0
				while d % 2 == 0:
								d /= 2
								exp += 1

				# n - 1=d*(2**exp)
				snake_case_						:   List[Any]           =  0
				while count < prec:
								snake_case_						:   Tuple           =  random.randint(2			,    n - 1			)
								snake_case_						:   List[Any]           =  bin_exp_mod(_UpperCamelCase			,    _UpperCamelCase			,    _UpperCamelCase			)
								if b != 1:
												snake_case_						:   Any           =  True
												for _ in range(_UpperCamelCase			):
																if b == n - 1:
																				snake_case_						:   Tuple           =  False
																				break
																snake_case_						:   List[Any]           =  b * b
																b %= n
												if flag:
																return False
												count += 1
				return True


if __name__ == "__main__":
	lowerCAmelCase_    =    abs(int(input('''Enter bound : ''').strip()))
	print('''Here\'s the list of primes:''')
	print(''', '''.join(str(i) for i in range(n + 1) if is_prime_big(i)))
