



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






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



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






									'''simple docstring'''

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

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

									del agent_type

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

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



		def 					A_		( self  :    Optional[Any]				)			->						Dict:






									'''simple docstring'''

									A         =					torch.rand(12      ,							dtype=torch.floataa				) - 0.5
									A         =					get_new_path(suffix='.wav'				)
									sf.write(snake_case      ,							snake_case      ,							16_000				)

									A         =					AgentAudio(snake_case				)

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






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



		def 					A_		( self  :    Any				)			->						Any:






									'''simple docstring'''

									A         =					torch.randint(0      ,							256      ,							(64, 64, 3)				)
									A         =					AgentImage(snake_case				)
									A         =					str(agent_type.to_string()				)

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



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






									'''simple docstring'''

									A         =					Path(get_tests_dir('fixtures/tests_samples/COCO'				)				) / '000000039769.png'
									A         =					Image.open(snake_case				)
									A         =					AgentImage(snake_case				)

									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(snake_case				)				)



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






									'''simple docstring'''

									A         =					Path(get_tests_dir('fixtures/tests_samples/COCO'				)				) / '000000039769.png'
									A         =					Image.open(snake_case				)
									A         =					AgentImage(snake_case				)

									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(snake_case				)				)






class      UpperCAmelCase__		(      unittest.TestCase     ):



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






									'''simple docstring'''

									A         =					'Hey!'
									A         =					AgentText(snake_case				)

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











"""simple docstring"""







from datasets.utils.patching import _PatchedModuleObj, patch_submodule

from . import _test_patching

def   lowerCAmelCase__			(     ) ->							Optional[Any]:
							import os as original_os
							from os import path as original_path
							from os import rename as original_rename
							from os.path import dirname as original_dirname
							from os.path import join as original_join

							assert _test_patching.os is original_os
							assert _test_patching.path is original_path
							assert _test_patching.join is original_join

							assert _test_patching.renamed_os is original_os
							assert _test_patching.renamed_path is original_path
							assert _test_patching.renamed_join is original_join

							A         =					'__test_patch_submodule_mock__'
							with patch_submodule(_test_patching				,      'os.path.join'				,      lowerCamelCase__			):
														# Every way to access os.path.join must be patched, and the rest must stay untouched

														# check os.path.join
														assert isinstance(_test_patching.os				,      _PatchedModuleObj			)
														assert isinstance(_test_patching.os.path				,      _PatchedModuleObj			)
														assert _test_patching.os.path.join is mock

														# check path.join
														assert isinstance(_test_patching.path				,      _PatchedModuleObj			)
														assert _test_patching.path.join is mock

														# check join
														assert _test_patching.join is mock

														# check that the other attributes are untouched
														assert _test_patching.os.rename is original_rename
														assert _test_patching.path.dirname is original_dirname
														assert _test_patching.os.path.dirname is original_dirname

														# Even renamed modules or objects must be patched

														# check renamed_os.path.join
														assert isinstance(_test_patching.renamed_os				,      _PatchedModuleObj			)
														assert isinstance(_test_patching.renamed_os.path				,      _PatchedModuleObj			)
														assert _test_patching.renamed_os.path.join is mock

														# check renamed_path.join
														assert isinstance(_test_patching.renamed_path				,      _PatchedModuleObj			)
														assert _test_patching.renamed_path.join is mock

														# check renamed_join
														assert _test_patching.renamed_join is mock

														# check that the other attributes are untouched
														assert _test_patching.renamed_os.rename is original_rename
														assert _test_patching.renamed_path.dirname is original_dirname
														assert _test_patching.renamed_os.path.dirname is original_dirname

							# check that everthing is back to normal when the patch is over

							assert _test_patching.os is original_os
							assert _test_patching.path is original_path
							assert _test_patching.join is original_join

							assert _test_patching.renamed_os is original_os
							assert _test_patching.renamed_path is original_path
							assert _test_patching.renamed_join is original_join

def   lowerCAmelCase__			(     ) ->							str:
							assert _test_patching.open is open

							A         =					'__test_patch_submodule_builtin_mock__'
							# _test_patching has "open" in its globals
							assert _test_patching.open is open
							with patch_submodule(_test_patching				,      'open'				,      lowerCamelCase__			):
														assert _test_patching.open is mock

							# check that everthing is back to normal when the patch is over

							assert _test_patching.open is open

def   lowerCAmelCase__			(     ) ->							List[Any]:
							# pandas.read_csv is not present in _test_patching
							A         =					'__test_patch_submodule_missing_mock__'
							with patch_submodule(_test_patching				,      'pandas.read_csv'				,      lowerCamelCase__			):
														pass

def   lowerCAmelCase__			(     ) ->							Union[str, Any]:
							# builtin should always be mocked even if they're not in the globals
							# in case they're loaded at one point
							A         =					'__test_patch_submodule_missing_builtin_mock__'
							# _test_patching doesn't have "len" in its globals
							assert getattr(_test_patching				,      'len'				,      lowerCamelCase__			) is None
							with patch_submodule(_test_patching				,      'len'				,      lowerCamelCase__			):
														assert _test_patching.len is mock
							assert _test_patching.len is len

def   lowerCAmelCase__			(     ) ->							Union[str, Any]:
							A         =					'__test_patch_submodule_start_and_stop_mock__'
							A         =					patch_submodule(_test_patching				,      'open'				,      lowerCamelCase__			)
							assert _test_patching.open is open
							patch.start()
							assert _test_patching.open is mock
							patch.stop()
							assert _test_patching.open is open

def   lowerCAmelCase__			(     ) ->							int:
							from os import rename as original_rename
							from os.path import dirname as original_dirname
							from os.path import join as original_join

							A         =					'__test_patch_submodule_successive_join__'
							A         =					'__test_patch_submodule_successive_dirname__'
							A         =					'__test_patch_submodule_successive_rename__'
							assert _test_patching.os.path.join is original_join
							assert _test_patching.os.path.dirname is original_dirname
							assert _test_patching.os.rename is original_rename

							with patch_submodule(_test_patching				,      'os.path.join'				,      lowerCamelCase__			):
														with patch_submodule(_test_patching				,      'os.rename'				,      lowerCamelCase__			):
																					with patch_submodule(_test_patching				,      'os.path.dirname'				,      lowerCamelCase__			):
																												assert _test_patching.os.path.join is mock_join
																												assert _test_patching.os.path.dirname is mock_dirname
																												assert _test_patching.os.rename is mock_rename

    # try another order
							with patch_submodule(_test_patching				,      'os.rename'				,      lowerCamelCase__			):
														with patch_submodule(_test_patching				,      'os.path.join'				,      lowerCamelCase__			):
																					with patch_submodule(_test_patching				,      'os.path.dirname'				,      lowerCamelCase__			):
																												assert _test_patching.os.path.join is mock_join
																												assert _test_patching.os.path.dirname is mock_dirname
																												assert _test_patching.os.rename is mock_rename

							assert _test_patching.os.path.join is original_join
							assert _test_patching.os.path.dirname is original_dirname
							assert _test_patching.os.rename is original_rename

def   lowerCAmelCase__			(     ) ->							Optional[Any]:
							A         =					'__test_patch_submodule_doesnt_exist_mock__'
							with patch_submodule(_test_patching				,      '__module_that_doesn_exist__.__attribute_that_doesn_exist__'				,      lowerCamelCase__			):
														pass
							with patch_submodule(_test_patching				,      'os.__attribute_that_doesn_exist__'				,      lowerCamelCase__			):
														pass



