"""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     __UpperCAmelCase					(			lowercase=""		):







  """simple docstring"""
  _UpperCAmelCase						 =      tempfile.mkdtemp()
  return os.path.join(lowercase   ,str(uuid.uuida()		) + suffix		)


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


    def      lowerCAmelCase_  (					self	:  Union[str, Any]					):
      _UpperCAmelCase						 =      torch.rand(12   ,				dtype=torch.floataa					) - 0.5
      _UpperCAmelCase						 =      AgentAudio(__lowerCAmelCase					)
      _UpperCAmelCase						 =      str(agent_type.to_string()					)

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

      del agent_type

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

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


    def      lowerCAmelCase_  (					self	:  Tuple					):
      _UpperCAmelCase						 =      torch.rand(12   ,				dtype=torch.floataa					) - 0.5
      _UpperCAmelCase						 =      get_new_path(suffix=""".wav"""					)
      sf.write(__lowerCAmelCase   ,				__lowerCAmelCase   ,				1_6000					)

      _UpperCAmelCase						 =      AgentAudio(__lowerCAmelCase					)

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



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


    def      lowerCAmelCase_  (					self	:  Optional[int]					):
      _UpperCAmelCase						 =      torch.randint(0   ,				256   ,				(64, 64, 3)					)
      _UpperCAmelCase						 =      AgentImage(__lowerCAmelCase					)
      _UpperCAmelCase						 =      str(agent_type.to_string()					)

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


    def      lowerCAmelCase_  (					self	:  List[Any]					):
      _UpperCAmelCase						 =      Path(get_tests_dir("""fixtures/tests_samples/COCO"""					)					) / """000000039769.png"""
      _UpperCAmelCase						 =      Image.open(__lowerCAmelCase					)
      _UpperCAmelCase						 =      AgentImage(__lowerCAmelCase					)

      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(__lowerCAmelCase					)					)


    def      lowerCAmelCase_  (					self	:  Tuple					):
      _UpperCAmelCase						 =      Path(get_tests_dir("""fixtures/tests_samples/COCO"""					)					) / """000000039769.png"""
      _UpperCAmelCase						 =      Image.open(__lowerCAmelCase					)
      _UpperCAmelCase						 =      AgentImage(__lowerCAmelCase					)

      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(__lowerCAmelCase					)					)



class        a				(		unittest.TestCase   ):


    def      lowerCAmelCase_  (					self	:  int					):
      _UpperCAmelCase						 =      """Hey!"""
      _UpperCAmelCase						 =      AgentText(__lowerCAmelCase					)

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

"""simple docstring"""


from abc import ABC, abstractmethod
from argparse import ArgumentParser


class        a				(		lowerCAmelCase_   ):


    @staticmethod
    @abstractmethod
    def      lowerCAmelCase_  (					__lowerCAmelCase	:  ArgumentParser					):
      raise NotImplementedError()


    @abstractmethod
    def      lowerCAmelCase_  (					self	:  int					):
      raise NotImplementedError()
