



"""simple docstring"""





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      a__			(   lowerCAmelCase__=""   ):
      UpperCAmelCase_    				=							tempfile.mkdtemp()
      return os.path.join(lowerCAmelCase__			,    str(uuid.uuida()   ) + suffix   )
@require_soundfile
@require_torch
class    lowercase__     (					unittest.TestCase   ):







       '''simple docstring'''


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


             '''simple docstring'''




             UpperCAmelCase_    				=							torch.rand(12	,       dtype=torch.floataa					) - 0.5
             UpperCAmelCase_    				=							AgentAudio(_UpperCAmelCase					)
             UpperCAmelCase_    				=							str(agent_type.to_string()					)

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

             del agent_type

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

             # Ensure that the file contains the same value as the original tensor
             UpperCAmelCase_				,					UpperCAmelCase_    				=							sf.read(_UpperCAmelCase					)
             self.assertTrue(torch.allclose(_UpperCAmelCase	,       torch.tensor(_UpperCAmelCase					)	,       atol=1e-4					)					)







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


             '''simple docstring'''




             UpperCAmelCase_    				=							torch.rand(12	,       dtype=torch.floataa					) - 0.5
             UpperCAmelCase_    				=							get_new_path(suffix=".wav"					)
             sf.write(_UpperCAmelCase	,       _UpperCAmelCase	,       16000					)

             UpperCAmelCase_    				=							AgentAudio(_UpperCAmelCase					)

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



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







       '''simple docstring'''


       def   lowercase__       (							self    :						Dict					)				->		Tuple:


             '''simple docstring'''




             UpperCAmelCase_    				=							torch.randint(0	,       256	,       (64, 64, 3)					)
             UpperCAmelCase_    				=							AgentImage(_UpperCAmelCase					)
             UpperCAmelCase_    				=							str(agent_type.to_string()					)

             # Ensure that the tensor and the agent_type's tensor are the same
             self.assertTrue(torch.allclose(_UpperCAmelCase	,       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(_UpperCAmelCase					)					)



       def   lowercase__       (							self    :						Union[str, Any]					)				->		Optional[int]:


             '''simple docstring'''




             UpperCAmelCase_    				=							Path(get_tests_dir("fixtures/tests_samples/COCO"					)					) / "000000039769.png"
             UpperCAmelCase_    				=							Image.open(_UpperCAmelCase					)
             UpperCAmelCase_    				=							AgentImage(_UpperCAmelCase					)

             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(_UpperCAmelCase					)					)







       def   lowercase__       (							self    :						Tuple					)				->		List[str]:


             '''simple docstring'''




             UpperCAmelCase_    				=							Path(get_tests_dir("fixtures/tests_samples/COCO"					)					) / "000000039769.png"
             UpperCAmelCase_    				=							Image.open(_UpperCAmelCase					)
             UpperCAmelCase_    				=							AgentImage(_UpperCAmelCase					)

             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(_UpperCAmelCase					)					)



class    lowercase__     (					unittest.TestCase   ):







       '''simple docstring'''


       def   lowercase__       (							self    :						List[str]					)				->		Union[str, Any]:


             '''simple docstring'''




             UpperCAmelCase_    				=							"Hey!"
             UpperCAmelCase_    				=							AgentText(_UpperCAmelCase					)

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









"""simple docstring"""





from __future__ import annotations

import math
def      a__			(   lowerCAmelCase__   ):

      if 1 < number < 4:
            # 2 and 3 are primes
            return True
      elif number < 2 or number % 2 == 0 or number % 3 == 0:
            # Negatives, 0, 1, all even numbers, all multiples of 3 are not primes
            return False

      # All primes number are in format of 6k +/- 1
      for i in range(5			,    int(math.sqrt(lowerCAmelCase__   ) + 1   )			,    6   ):
            if number % i == 0 or number % (i + 2) == 0:
                  return False
      return True


lowerCamelCase      =		[num for num in range(3, 100_001, 2) if not is_prime(num)]
def      a__			(   lowerCAmelCase__   ):
      if not isinstance(lowerCAmelCase__			,    lowerCAmelCase__   ):
            raise ValueError("n must be an integer"   )
      if n <= 0:
            raise ValueError("n must be >= 0"   )

      UpperCAmelCase_    				=							[]
      for num in range(len(lowerCAmelCase__   )   ):
            UpperCAmelCase_    				=							0
            while 2 * i * i <= odd_composites[num]:
                  UpperCAmelCase_    				=							odd_composites[num] - 2 * i * i
                  if is_prime(lowerCAmelCase__   ):
                        break
                  i += 1
            else:
                  list_nums.append(odd_composites[num]   )
                  if len(lowerCAmelCase__   ) == n:
                        return list_nums

      return []
def      a__			(   ):
      return compute_nums(1   )[0]


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




