


"""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			( _SCREAMING_SNAKE_CASE=""			)      ->			str:
							snake_case_          =						tempfile.mkdtemp()
							return os.path.join(_SCREAMING_SNAKE_CASE			,	str(uuid.uuida()			) + suffix			)





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





							'''simple docstring'''

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



														"""simple docstring"""



														snake_case_          =						torch.rand(12						,    dtype=torch.floataa    ) - 0.5
														snake_case_          =						AgentAudio(UpperCAmelCase_    )
														snake_case_          =						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
														snake_case_    ,  snake_case_          =						sf.read(UpperCAmelCase_    )
														self.assertTrue(torch.allclose(UpperCAmelCase_						,    torch.tensor(UpperCAmelCase_    )						,    atol=1E-4    )    )



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



														"""simple docstring"""



														snake_case_          =						torch.rand(12						,    dtype=torch.floataa    ) - 0.5
														snake_case_          =						get_new_path(suffix=""".wav"""    )
														sf.write(UpperCAmelCase_						,    UpperCAmelCase_						,    16_000    )

														snake_case_          =						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        __A       (unittest.TestCase):





							'''simple docstring'''

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



														"""simple docstring"""



														snake_case_          =						torch.randint(0						,    256						,    (64, 64, 3)    )
														snake_case_          =						AgentImage(UpperCAmelCase_    )
														snake_case_          =						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 						lowerCAmelCase    (			self							: str    )   ->Optional[int]:



														"""simple docstring"""



														snake_case_          =						Path(get_tests_dir("""fixtures/tests_samples/COCO"""    )    ) / """000000039769.png"""
														snake_case_          =						Image.open(UpperCAmelCase_    )
														snake_case_          =						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 						lowerCAmelCase    (			self							: str    )   ->Optional[Any]:



														"""simple docstring"""



														snake_case_          =						Path(get_tests_dir("""fixtures/tests_samples/COCO"""    )    ) / """000000039769.png"""
														snake_case_          =						Image.open(UpperCAmelCase_    )
														snake_case_          =						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        __A       (unittest.TestCase):





							'''simple docstring'''

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



														"""simple docstring"""



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

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







"""simple docstring"""
def   _a			( _SCREAMING_SNAKE_CASE			)      ->			list[int]:
							snake_case_          =						len(_SCREAMING_SNAKE_CASE			)
							for i in range(_SCREAMING_SNAKE_CASE			):
														for j in range(i + 1			,	_SCREAMING_SNAKE_CASE			):
																					if numbers[j] < numbers[i]:
																												snake_case_    ,  snake_case_          =						numbers[j], numbers[i]
							return numbers


if __name__ == "__main__":
				__SCREAMING_SNAKE_CASE							:      Optional[int]						=      input('Enter numbers separated by a comma:\n').strip()
				__SCREAMING_SNAKE_CASE							:      List[str]						=      [int(item) for item in user_input.split(',')]
				print(exchange_sort(unsorted))



