
"""simple docstring"""





import cva
import numpy as np







def       __a	(						__lowerCamelCase,						__lowerCamelCase,						__lowerCamelCase,						__lowerCamelCase    ):

   try:
      return int(image[x_coordinate][y_coordinate] >= center    )
   except (IndexError, TypeError):
      return 0







def       __a	(						__lowerCamelCase,						__lowerCamelCase,						__lowerCamelCase    ):
   UpperCAmelCase_   :   Optional[int]     	=       image[x_coordinate][y_coordinate]
   UpperCAmelCase_   :   int     	=       [1, 2, 4, 8, 16, 32, 64, 128]

   # skip get_neighbors_pixel if center is null
   if center is None:
      return 0

   # Starting from the top right, assigning value to pixels clockwise
   UpperCAmelCase_   :   List[Any]     	=       [
       get_neighbors_pixel(__lowerCamelCase,						x_coordinate - 1,						y_coordinate + 1,						__lowerCamelCase    ),
       get_neighbors_pixel(__lowerCamelCase,						__lowerCamelCase,						y_coordinate + 1,						__lowerCamelCase    ),
       get_neighbors_pixel(__lowerCamelCase,						x_coordinate - 1,						__lowerCamelCase,						__lowerCamelCase    ),
       get_neighbors_pixel(__lowerCamelCase,						x_coordinate + 1,						y_coordinate + 1,						__lowerCamelCase    ),
       get_neighbors_pixel(__lowerCamelCase,						x_coordinate + 1,						__lowerCamelCase,						__lowerCamelCase    ),
       get_neighbors_pixel(__lowerCamelCase,						x_coordinate + 1,						y_coordinate - 1,						__lowerCamelCase    ),
       get_neighbors_pixel(__lowerCamelCase,						__lowerCamelCase,						y_coordinate - 1,						__lowerCamelCase    ),
       get_neighbors_pixel(__lowerCamelCase,						x_coordinate - 1,						y_coordinate - 1,						__lowerCamelCase    ),
   ]

   # Converting the binary value to decimal.
   return sum(
       binary_value * power for binary_value, power in zip(__lowerCamelCase,						__lowerCamelCase    )    )


if __name__ == "__main__":
    # Reading the image and converting it to grayscale.
    _a									=				cva.imread(
        'digital_image_processing/image_data/lena.jpg', cva.IMREAD_GRAYSCALE
    )

    # Create a numpy array as the same height and width of read image
    _a									=				np.zeros((image.shape[0], image.shape[1]))

    # Iterating through the image and calculating the
    # local binary pattern value for each pixel.
    for i in range(0, image.shape[0]):
        for j in range(0, image.shape[1]):
            _a									=				local_binary_value(image, i, j)

    cva.imshow('local binary pattern', lbp_image)
    cva.waitKey(0)
    cva.destroyAllWindows()






"""simple docstring"""
import unittest

from diffusers import __version__
from diffusers.utils import deprecate



class      _UpperCAmelCase					(				unittest.TestCase							):






		'''simple docstring'''

		lowerCamelCase__           ='.'.join([str(int(__version__.split('.'							)[0]							) + 1							)] + __version__.split('.'							)[1:]							)
		lowerCamelCase__           ='0.0.1'



		def 							SCREAMING_SNAKE_CASE    (self   ):





			'''simple docstring'''

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

			with self.assertWarns(a_   ) as warning:
				__snake_case      :		Union[str, Any]         =							deprecate('''deprecated_arg'''							,			self.higher_version							,			'''message'''							,			take_from=a_   )

			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 							SCREAMING_SNAKE_CASE    (self   ):





			'''simple docstring'''

			__snake_case      :		Tuple         =							{'''deprecated_arg''': 4}

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

			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 							SCREAMING_SNAKE_CASE    (self   ):





			'''simple docstring'''

			__snake_case      :		Union[str, Any]         =							{'''deprecated_arg_1''': 4, '''deprecated_arg_2''': 8}
			with self.assertWarns(a_   ) as warning:
				__snake_case      ,				__snake_case      :		List[Any]         =							deprecate(
				    ('''deprecated_arg_1''', self.higher_version, '''Hey''')							,			('''deprecated_arg_2''', self.higher_version, '''Hey''')							,			take_from=a_							,			)
			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 							SCREAMING_SNAKE_CASE    (self   ):





			'''simple docstring'''

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

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

			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 							SCREAMING_SNAKE_CASE    (self   ):





			'''simple docstring'''

			with self.assertWarns(a_   ) 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 							SCREAMING_SNAKE_CASE    (self   ):





			'''simple docstring'''

			with self.assertWarns(a_   ) 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 							SCREAMING_SNAKE_CASE    (self   ):





			'''simple docstring'''

			class      _UpperCAmelCase					:






					'''simple docstring'''

					lowerCamelCase__           =5

			with self.assertWarns(a_   ) as warning:
				__snake_case      :		List[Any]         =							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 							SCREAMING_SNAKE_CASE    (self   ):





			'''simple docstring'''

			class      _UpperCAmelCase					:






					'''simple docstring'''

					lowerCamelCase__           =5
					lowerCamelCase__           =7

			with self.assertWarns(a_   ) as warning:
				__snake_case      ,				__snake_case      :		List[str]         =							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 							SCREAMING_SNAKE_CASE    (self   ):





			'''simple docstring'''

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

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

			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 							SCREAMING_SNAKE_CASE    (self   ):





			'''simple docstring'''

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

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



		def 							SCREAMING_SNAKE_CASE    (self   ):





			'''simple docstring'''

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





