


"""simple docstring"""






import unittest

from diffusers import __version__
from diffusers.utils import deprecate






class     A(     unittest.TestCase		):

  """simple docstring"""





  A         =       ".".join([str(int(__version__.split("."		)[0]		) + 1		)] + __version__.split("."		)[1:]		)
  A         =       "0.0.1"
  def      _UpperCamelCase(   self      )			->  Dict:

     """simple docstring"""



     _UpperCamelCase				:str				    =  {'''deprecated_arg''': 4}

     with self.assertWarns(SCREAMING_SNAKE_CASE__      ) as warning:
        _UpperCamelCase				:Tuple				    =  deprecate('''deprecated_arg'''				,							self.higher_version				,							'''message'''				,							take_from=SCREAMING_SNAKE_CASE__      )

     assert output == 4
     assert (
         str(warning.warning      )
         == f"The `deprecated_arg` argument is deprecated and will be removed in version {self.higher_version}."
         " message"
     )
  def      _UpperCamelCase(   self      )			->  Optional[int]:

     """simple docstring"""



     _UpperCamelCase				:Any				    =  {'''deprecated_arg''': 4}

     with self.assertWarns(SCREAMING_SNAKE_CASE__      ) as warning:
        _UpperCamelCase				:Dict				    =  deprecate(('''deprecated_arg''', self.higher_version, '''message''')				,							take_from=SCREAMING_SNAKE_CASE__      )

     assert output == 4
     assert (
         str(warning.warning      )
         == f"The `deprecated_arg` argument is deprecated and will be removed in version {self.higher_version}."
         " message"
     )
  def      _UpperCamelCase(   self      )			->  Optional[Any]:

     """simple docstring"""



     _UpperCamelCase				:Tuple				    =  {'''deprecated_arg_1''': 4, '''deprecated_arg_2''': 8}
     with self.assertWarns(SCREAMING_SNAKE_CASE__      ) as warning:
        _UpperCamelCase				:Tuple				    =  deprecate(
            ('''deprecated_arg_1''', self.higher_version, '''Hey''')				,							('''deprecated_arg_2''', self.higher_version, '''Hey''')				,							take_from=SCREAMING_SNAKE_CASE__				,							)
     assert output_a == 4
     assert output_a == 8
     assert (
         str(warning.warnings[0].message      )
         == "The `deprecated_arg_1` argument is deprecated and will be removed in version"
         f" {self.higher_version}. Hey"
     )
     assert (
         str(warning.warnings[1].message      )
         == "The `deprecated_arg_2` argument is deprecated and will be removed in version"
         f" {self.higher_version}. Hey"
     )
  def      _UpperCamelCase(   self      )			->  List[Any]:

     """simple docstring"""



     _UpperCamelCase				:Any				    =  {'''deprecated_arg''': 4}

     with self.assertRaises(SCREAMING_SNAKE_CASE__      ) as error:
        deprecate(('''wrong_arg''', self.higher_version, '''message''')				,							take_from=SCREAMING_SNAKE_CASE__      )

     assert "test_deprecate_function_incorrect_arg in" in str(error.exception      )
     assert "line" in str(error.exception      )
     assert "got an unexpected keyword argument `deprecated_arg`" in str(error.exception      )
  def      _UpperCamelCase(   self      )			->  List[str]:

     """simple docstring"""



     with self.assertWarns(SCREAMING_SNAKE_CASE__      ) as warning:
        deprecate(('''deprecated_arg''', self.higher_version, '''message''')      )

     assert (
         str(warning.warning      )
         == f"`deprecated_arg` is deprecated and will be removed in version {self.higher_version}. message"
     )
  def      _UpperCamelCase(   self      )			->  List[str]:

     """simple docstring"""



     with self.assertWarns(SCREAMING_SNAKE_CASE__      ) as warning:
        deprecate(
            ('''deprecated_arg_1''', self.higher_version, '''Hey''')				,							('''deprecated_arg_2''', self.higher_version, '''Hey''')				,							)
     assert (
         str(warning.warnings[0].message      )
         == f"`deprecated_arg_1` is deprecated and will be removed in version {self.higher_version}. Hey"
     )
     assert (
         str(warning.warnings[1].message      )
         == f"`deprecated_arg_2` is deprecated and will be removed in version {self.higher_version}. Hey"
     )
  def      _UpperCamelCase(   self      )			->  Optional[int]:

     """simple docstring"""



     class     A:

       """simple docstring"""





       A         =       5

     with self.assertWarns(SCREAMING_SNAKE_CASE__      ) as warning:
        _UpperCamelCase				:Tuple				    =  deprecate(('''arg''', self.higher_version, '''message''')				,							take_from=Args()      )

     assert arg == 5
     assert (
         str(warning.warning      )
         == f"The `arg` attribute is deprecated and will be removed in version {self.higher_version}. message"
     )
  def      _UpperCamelCase(   self      )			->  Optional[Any]:

     """simple docstring"""



     class     A:

       """simple docstring"""





       A         =       5
       A         =       7

     with self.assertWarns(SCREAMING_SNAKE_CASE__      ) as warning:
        _UpperCamelCase				:Optional[Any]				    =  deprecate(
            ('''arg''', self.higher_version, '''message''')				,							('''foo''', self.higher_version, '''message''')				,							('''does not exist''', self.higher_version, '''message''')				,							take_from=Args()				,							)

     assert arg_a == 5
     assert arg_a == 7
     assert (
         str(warning.warning      )
         == f"The `arg` attribute is deprecated and will be removed in version {self.higher_version}. message"
     )
     assert (
         str(warning.warnings[0].message      )
         == f"The `arg` attribute is deprecated and will be removed in version {self.higher_version}. message"
     )
     assert (
         str(warning.warnings[1].message      )
         == f"The `foo` attribute is deprecated and will be removed in version {self.higher_version}. message"
     )
  def      _UpperCamelCase(   self      )			->  List[Any]:

     """simple docstring"""



     _UpperCamelCase				:int				    =  {'''deprecated_arg''': 4}

     with self.assertRaises(SCREAMING_SNAKE_CASE__      ) as error:
        deprecate(('''wrong_arg''', self.lower_version, '''message''')				,							take_from=SCREAMING_SNAKE_CASE__      )

     assert (
         str(error.exception      )
         == "The deprecation tuple ('wrong_arg', '0.0.1', 'message') should be removed since diffusers' version"
         f" {__version__} is >= {self.lower_version}"
     )
  def      _UpperCamelCase(   self      )			->  Tuple:

     """simple docstring"""



     with self.assertWarns(SCREAMING_SNAKE_CASE__      ) as warning:
        deprecate(('''deprecated_arg''', self.higher_version, '''This message is better!!!''')				,							standard_warn=SCREAMING_SNAKE_CASE__      )

     assert str(warning.warning      ) == "This message is better!!!"





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

     """simple docstring"""



     with self.assertWarns(SCREAMING_SNAKE_CASE__      ) as warning:
        deprecate(('''deprecated_arg''', self.higher_version, '''This message is better!!!''')				,							standard_warn=SCREAMING_SNAKE_CASE__      )
     assert str(warning.warning      ) == "This message is better!!!"
     assert "diffusers/tests/others/test_utils.py" in warning.filename





"""simple docstring"""






import numpy as np
from cva import COLOR_BGR2GRAY, cvtColor, imread, imshow, waitKey

from digital_image_processing.filters.convolve import img_convolve





def 							A_					(   snake_case__		)				->     str:
			_UpperCamelCase				:List[Any]				    =  np.array([[-1, 0, 1], [-2, 0, 2], [-1, 0, 1]]		)
			_UpperCamelCase				:Dict				    =  np.array([[1, 2, 1], [0, 0, 0], [-1, -2, -1]]		)

			_UpperCamelCase				:List[str]				    =  np.abs(img_convolve(snake_case__					,				snake_case__		)		)
			_UpperCamelCase				:Dict				    =  np.abs(img_convolve(snake_case__					,				snake_case__		)		)
			# modify the pix within [0, 255]
			_UpperCamelCase				:List[Any]				    =  dst_x * 2_55 / np.max(snake_case__		)
			_UpperCamelCase				:Tuple				    =  dst_y * 2_55 / np.max(snake_case__		)

			_UpperCamelCase				:Tuple				    =  np.sqrt((np.square(snake_case__		)) + (np.square(snake_case__		))		)
			_UpperCamelCase				:Any				    =  dst_xy * 2_55 / np.max(snake_case__		)
			_UpperCamelCase				:Optional[int]				    =  dst_xy.astype(np.uinta		)

			_UpperCamelCase				:str				    =  np.arctana(snake_case__					,				snake_case__		)
			return dst, theta


if __name__ == "__main__":
					# read original image
					UpperCamelCase__							:List[str]       =  imread("""../image_data/lena.jpg""")
					# turn image in gray scale value
					UpperCamelCase__							:Union[str, Any]       =  cvtColor(img, COLOR_BGR2GRAY)

					UpperCamelCase__      , UpperCamelCase__							:Optional[int]       =  sobel_filter(gray)

					# show result images
					imshow("""sobel filter""", sobel_grad)
					imshow("""sobel theta""", sobel_theta)
					waitKey(0)

