


'''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  __lowerCAmelCase (__lowerCAmelCase=""   ):
		_UpperCAmelCase		:       Union[str, Any]								=      tempfile.mkdtemp()
		return os.path.join(__lowerCAmelCase      , str(uuid.uuida()   ) + suffix   )






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




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



					'''simple docstring'''







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

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

					del agent_type

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

					# Ensure that the file contains the same value as the original tensor
					_UpperCAmelCase					,    _UpperCAmelCase		:       Optional[Any]								=      sf.read(lowerCamelCase__ )
					self.assertTrue(torch.allclose(lowerCamelCase__	,  torch.tensor(lowerCamelCase__ )	,  atol=1E-4 ) )






			def 							lowerCAmelCase__    (		self  :     Any )   ->Dict:



					'''simple docstring'''







					_UpperCAmelCase		:       List[Any]								=      torch.rand(12	,  dtype=torch.floataa ) - 0.5
					_UpperCAmelCase		:       str								=      get_new_path(suffix=".wav" )
					sf.write(lowerCamelCase__	,  lowerCamelCase__	,  1_60_00 )

					_UpperCAmelCase		:       List[Any]								=      AgentAudio(lowerCamelCase__ )

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






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




			def 							lowerCAmelCase__    (		self  :     str )   ->Dict:



					'''simple docstring'''







					_UpperCAmelCase		:       Optional[int]								=      torch.randint(0	,  2_56	,  (64, 64, 3) )
					_UpperCAmelCase		:       Optional[Any]								=      AgentImage(lowerCamelCase__ )
					_UpperCAmelCase		:       Any								=      str(agent_type.to_string() )

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




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



					'''simple docstring'''







					_UpperCAmelCase		:       Tuple								=      Path(get_tests_dir("fixtures/tests_samples/COCO" ) ) / "000000039769.png"
					_UpperCAmelCase		:       Dict								=      Image.open(lowerCamelCase__ )
					_UpperCAmelCase		:       List[Any]								=      AgentImage(lowerCamelCase__ )

					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(lowerCamelCase__ ) )






			def 							lowerCAmelCase__    (		self  :     Tuple )   ->Union[str, Any]:



					'''simple docstring'''







					_UpperCAmelCase		:       List[Any]								=      Path(get_tests_dir("fixtures/tests_samples/COCO" ) ) / "000000039769.png"
					_UpperCAmelCase		:       Any								=      Image.open(lowerCamelCase__ )
					_UpperCAmelCase		:       List[Any]								=      AgentImage(lowerCamelCase__ )

					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(lowerCamelCase__ ) )






class 	lowerCAmelCase__			(			unittest.TestCase	):




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



					'''simple docstring'''







					_UpperCAmelCase		:       Optional[Any]								=      "Hey!"
					_UpperCAmelCase		:       Union[str, Any]								=      AgentText(lowerCamelCase__ )

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







'''simple docstring'''


import os






def  __lowerCAmelCase ():
		_UpperCAmelCase		:       List[Any]								=      os.path.join(os.path.dirname(__lowerCAmelCase   )      , "num.txt"   )
		with open(__lowerCAmelCase   ) as file_hand:
				return str(sum(int(__lowerCAmelCase   ) for line in file_hand   )   )[:10]


if __name__ == "__main__":
						print(solution())



