code: 
  
  
  
  import cva
  import numpy as np
  
  
  
  
  def     UpperCAmelCase__ (							__snake_case						,				__snake_case						,				__snake_case						,				__snake_case							)   -> int:
  
    try:
      return int(image[x_coordinate][y_coordinate] >= center							)
    except (IndexError, TypeError):
      return 0
  
  
  
  
  def     UpperCAmelCase__ (							__snake_case						,				__snake_case						,				__snake_case							)   -> int:
    _A           =    image[x_coordinate][y_coordinate]
    _A           =    [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
    _A           =    [
        get_neighbors_pixel(__snake_case						,				x_coordinate - 1						,				y_coordinate + 1						,				__snake_case							),
        get_neighbors_pixel(__snake_case						,				__snake_case						,				y_coordinate + 1						,				__snake_case							),
        get_neighbors_pixel(__snake_case						,				x_coordinate - 1						,				__snake_case						,				__snake_case							),
        get_neighbors_pixel(__snake_case						,				x_coordinate + 1						,				y_coordinate + 1						,				__snake_case							),
        get_neighbors_pixel(__snake_case						,				x_coordinate + 1						,				__snake_case						,				__snake_case							),
        get_neighbors_pixel(__snake_case						,				x_coordinate + 1						,				y_coordinate - 1						,				__snake_case							),
        get_neighbors_pixel(__snake_case						,				__snake_case						,				y_coordinate - 1						,				__snake_case							),
        get_neighbors_pixel(__snake_case						,				x_coordinate - 1						,				y_coordinate - 1						,				__snake_case							),
    ]
  
    # Converting the binary value to decimal.
    return sum(
        binary_value * power for binary_value, power in zip(__snake_case						,				__snake_case							)							)
  
  
  if __name__ == "__main__":
      # Reading the image and converting it to grayscale.
      __lowerCamelCase  				=					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
      __lowerCamelCase  				=					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]):
              __lowerCamelCase  				=					local_binary_value(image, i, j)
  
      cva.imshow("""local binary pattern""", lbp_image)
      cva.waitKey(0)
      cva.destroyAllWindows()
style_context: 
  
  
  
  from ..utils import DummyObject, requires_backends
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Optional[int]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							str:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							List[Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Any:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							List[Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							int:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Tuple:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							int:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Tuple:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Union[str, Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Tuple:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Optional[Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							str:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Dict:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Tuple:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Optional[Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Optional[int]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							List[str]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							List[Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							List[Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Dict:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							List[str]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							List[Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Any:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							List[str]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Any:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							List[Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Optional[Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							str:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							str:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Tuple:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							int:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Union[str, Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							List[str]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Tuple:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							List[str]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Union[str, Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							int:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Tuple:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Union[str, Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							int:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Tuple:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Optional[int]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Union[str, Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							str:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Optional[int]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							List[Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							int:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							str:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Dict:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Union[str, Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Optional[int]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Optional[Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Union[str, Any]:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							int:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Any:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							int:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)
  
  
  
  
  
  
  
  class 		_snake_case      (			metaclass=lowerCamelCase				):
  
  
  
  
  
   """simple docstring"""
  
  
  
   lowerCamelCase_          =			['''tokenizers''']
   def __init__(						self	,    *a	,    **a					)	->							Any:
  
  
  
  
     """simple docstring"""
  
  
  
  
  
  
  
     requires_backends(self	,    ['''tokenizers''']					)