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

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





					def 						UpperCAmelCase (     self				):

						'''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 						UpperCAmelCase (     self				):

						'''simple docstring'''




						__UpperCamelCase      =	torch.rand(12     ,					dtype=torch.floataa				) - 0.5
						__UpperCamelCase      =	get_new_path(suffix='.wav'				)
						sf.write(__UpperCAmelCase     ,					__UpperCAmelCase     ,					1_6000				)

						__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 __lowerCAmelCase		(				unittest.TestCase      ):





					def 						UpperCAmelCase (     self				):

						'''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 						UpperCAmelCase (     self				):

						'''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 						UpperCAmelCase (     self				):

						'''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 __lowerCAmelCase		(				unittest.TestCase      ):





					def 						UpperCAmelCase (     self				):

						'''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 argparse import ArgumentParser

from .add_new_model import AddNewModelCommand
from .add_new_model_like import AddNewModelLikeCommand
from .convert import ConvertCommand
from .download import DownloadCommand
from .env import EnvironmentCommand
from .lfs import LfsCommands
from .pt_to_tf import PTtoTFCommand
from .run import RunCommand
from .serving import ServeCommand
from .user import UserCommands






def 							A						(    )				->     Union[str, Any]:
 __UpperCamelCase      =	ArgumentParser('Transformers CLI tool'    , usage='transformers-cli <command> [<args>]'		)
 __UpperCamelCase      =	parser.add_subparsers(help='transformers-cli command helpers'		)

 # Register commands
 ConvertCommand.register_subcommand(snake_case		)
 DownloadCommand.register_subcommand(snake_case		)
 EnvironmentCommand.register_subcommand(snake_case		)
 RunCommand.register_subcommand(snake_case		)
 ServeCommand.register_subcommand(snake_case		)
 UserCommands.register_subcommand(snake_case		)
 AddNewModelCommand.register_subcommand(snake_case		)
 AddNewModelLikeCommand.register_subcommand(snake_case		)
 LfsCommands.register_subcommand(snake_case		)
 PTtoTFCommand.register_subcommand(snake_case		)

 # Let's go
 __UpperCamelCase      =	parser.parse_args()

 if not hasattr(snake_case    , 'func'		):
  parser.print_help()
  exit(1		)

 # Run
 __UpperCamelCase      =	args.func(snake_case		)
 service.run()


if __name__ == "__main__":
      main()



