



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 (     SCREAMING_SNAKE_CASE_=""  ):
			lowercase__					  =				tempfile.mkdtemp()
			return os.path.join(SCREAMING_SNAKE_CASE_						,  str(uuid.uuida()  ) + suffix  )
@require_soundfile
@require_torch
class 				_snake_case			(					unittest.TestCase):




				def 							A__      (						self					:						List[str]						):
							lowercase__					  =				torch.rand(12,					dtype=torch.floataa						) - 0.5
							lowercase__					  =				AgentAudio(__lowercase						)
							lowercase__					  =				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
							lowercase__  ,       lowercase__					  =				sf.read(__lowercase						)
							self.assertTrue(torch.allclose(__lowercase,					torch.tensor(__lowercase						),					atol=1e-4						)						)




				def 							A__      (						self					:						str						):
							lowercase__					  =				torch.rand(12,					dtype=torch.floataa						) - 0.5
							lowercase__					  =				get_new_path(suffix=".wav"						)
							sf.write(__lowercase,					__lowercase,					1_6000						)

							lowercase__					  =				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 				_snake_case			(					unittest.TestCase):




				def 							A__      (						self					:						Optional[int]						):
							lowercase__					  =				torch.randint(0,					256,					(64, 64, 3)						)
							lowercase__					  =				AgentImage(__lowercase						)
							lowercase__					  =				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 							A__      (						self					:						Dict						):
							lowercase__					  =				Path(get_tests_dir("fixtures/tests_samples/COCO"						)						) / "000000039769.png"
							lowercase__					  =				Image.open(__lowercase						)
							lowercase__					  =				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 							A__      (						self					:						Optional[int]						):
							lowercase__					  =				Path(get_tests_dir("fixtures/tests_samples/COCO"						)						) / "000000039769.png"
							lowercase__					  =				Image.open(__lowercase						)
							lowercase__					  =				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 				_snake_case			(					unittest.TestCase):




				def 							A__      (						self					:						Union[str, Any]						):
							lowercase__					  =				"Hey!"
							lowercase__					  =				AgentText(__lowercase						)

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









# Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

from argparse import ArgumentParser

from accelerate.commands.config import get_config_parser
from accelerate.commands.env import env_command_parser
from accelerate.commands.launch import launch_command_parser
from accelerate.commands.test import test_command_parser
from accelerate.commands.tpu import tpu_command_parser



def __lowerCAmelCase (     ):
			lowercase__					  =				ArgumentParser("Accelerate CLI tool"						,  usage="accelerate <command> [<args>]"						,  allow_abbrev=SCREAMING_SNAKE_CASE_  )
			lowercase__					  =				parser.add_subparsers(help="accelerate command helpers"  )

			# Register commands
			get_config_parser(subparsers=SCREAMING_SNAKE_CASE_  )
			env_command_parser(subparsers=SCREAMING_SNAKE_CASE_  )
			launch_command_parser(subparsers=SCREAMING_SNAKE_CASE_  )
			tpu_command_parser(subparsers=SCREAMING_SNAKE_CASE_  )
			test_command_parser(subparsers=SCREAMING_SNAKE_CASE_  )

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

			if not hasattr(SCREAMING_SNAKE_CASE_						,  "func"  ):
						parser.print_help()
						exit(1  )

			# Run
			args.func(SCREAMING_SNAKE_CASE_  )


if __name__ == "__main__":
							main()




