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




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

		def 							__lowerCamelCase							(				self			):
			__lowerCAmelCase      :						Optional[int]						      =				torch.rand(12	,		dtype=torch.floataa			) - 0.5
			__lowerCAmelCase      :						Optional[Any]						      =				AgentAudio(_lowercase			)
			__lowerCAmelCase      :						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(_lowercase	,		agent_type.to_raw()	,		atol=1E-4			)			)

			del agent_type

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

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







		def 							__lowerCamelCase							(				self			):
			__lowerCAmelCase      :						List[Any]						      =				torch.rand(12	,		dtype=torch.floataa			) - 0.5
			__lowerCAmelCase      :						Union[str, Any]						      =				get_new_path(suffix='.wav'			)
			sf.write(_lowercase	,		_lowercase	,		1_60_00			)

			__lowerCAmelCase      :						int						      =				AgentAudio(_lowercase			)

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




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

		def 							__lowerCamelCase							(				self			):
			__lowerCAmelCase      :						List[Any]						      =				torch.randint(0	,		2_56	,		(64, 64, 3)			)
			__lowerCAmelCase      :						str						      =				AgentImage(_lowercase			)
			__lowerCAmelCase      :						Optional[Any]						      =				str(agent_type.to_string()			)

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

		def 							__lowerCamelCase							(				self			):
			__lowerCAmelCase      :						str						      =				Path(get_tests_dir('fixtures/tests_samples/COCO'			)			) / '000000039769.png'
			__lowerCAmelCase      :						Optional[int]						      =				Image.open(_lowercase			)
			__lowerCAmelCase      :						str						      =				AgentImage(_lowercase			)

			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(_lowercase			)			)







		def 							__lowerCamelCase							(				self			):
			__lowerCAmelCase      :						Any						      =				Path(get_tests_dir('fixtures/tests_samples/COCO'			)			) / '000000039769.png'
			__lowerCAmelCase      :						Dict						      =				Image.open(_lowercase			)
			__lowerCAmelCase      :						Optional[Any]						      =				AgentImage(_lowercase			)

			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(_lowercase			)			)




class 			A__	(     unittest.TestCase):

		def 							__lowerCamelCase							(				self			):
			__lowerCAmelCase      :						str						      =				'Hey!'
			__lowerCAmelCase      :						Dict						      =				AgentText(_lowercase			)

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

"""simple docstring"""







from typing import Optional
from urllib.parse import quote

import huggingface_hub as hfh
from packaging import version
def    __lowerCAmelCase    (_UpperCamelCase	,  _UpperCamelCase	,  _UpperCamelCase = None		):
	if version.parse(hfh.__version__		).release < version.parse('0.11.0'		).release:
		# old versions of hfh don't url-encode the file path
		__lowerCAmelCase      :						List[str]						      =				quote(_UpperCamelCase		)
	return hfh.hf_hub_url(_UpperCamelCase	,  _UpperCamelCase	,  repo_type='dataset'	,  revision=_UpperCamelCase		)