



import numpy as np
from cva import destroyAllWindows, imread, imshow, waitKey






class    SCREAMING_SNAKE_CASE			:





							def __init__(   self		:		Union[str, Any]      ,				__lowercase		:		List[Any]      ,				__lowercase		:		int      ,				__lowercase		:		int	):

											'''simple docstring'''
											if dst_width < 0 or dst_height < 0:
															raise ValueError("""Destination width/height should be > 0"""	)

											__a       =		img
											__a       =		img.shape[1]
											__a       =		img.shape[0]
											__a       =		dst_width
											__a       =		dst_height

											__a       =		self.src_w / self.dst_w
											__a       =		self.src_h / self.dst_h

											__a       =		__a       =		(
											    np.ones((self.dst_h, self.dst_w, 3)      ,				np.uinta	) * 255
											)





							def 						UpperCamelCase_					(   self		:		Tuple	):

											'''simple docstring'''
											for i in range(self.dst_h	):
															for j in range(self.dst_w	):
																			__a       =		self.img[self.get_y(__lowercase	)][self.get_x(__lowercase	)]





							def 						UpperCamelCase_					(   self		:		str      ,				__lowercase		:		int	):

											'''simple docstring'''
											return int(self.ratio_x * x	)







							def 						UpperCamelCase_					(   self		:		List[Any]      ,				__lowercase		:		int	):

											'''simple docstring'''
											return int(self.ratio_y * y	)


if __name__ == "__main__":
						lowerCamelCase__			,							lowerCamelCase__			= 800, 600
						lowerCamelCase__			= imread("""image_data/lena.jpg""", 1)
						lowerCamelCase__			= NearestNeighbour(im, dst_w, dst_h)
						n.process()

						imshow(
						    F"""Image resized from: {im.shape[1]}x{im.shape[0]} to {dst_w}x{dst_h}""", n.output
						)
						waitKey(0)
						destroyAllWindows()





def   lowerCAmelCase__						(							_SCREAMING_SNAKE_CASE       :			Tuple				,     _SCREAMING_SNAKE_CASE       :			Tuple				,     _SCREAMING_SNAKE_CASE       :			Tuple=False    ):
				"""simple docstring"""







				if isinstance(_SCREAMING_SNAKE_CASE				,     _SCREAMING_SNAKE_CASE    ) and isinstance(_SCREAMING_SNAKE_CASE				,     _SCREAMING_SNAKE_CASE    ):
								__a       =		len(set_a.intersection(_SCREAMING_SNAKE_CASE    )    )

								if alternative_union:
												__a       =		len(_SCREAMING_SNAKE_CASE    ) + len(_SCREAMING_SNAKE_CASE    )
								else:
												__a       =		len(set_a.union(_SCREAMING_SNAKE_CASE    )    )

								return intersection / union

				if isinstance(_SCREAMING_SNAKE_CASE				,     (list, tuple)    ) and isinstance(_SCREAMING_SNAKE_CASE				,     (list, tuple)    ):
								__a       =		[element for element in set_a if element in set_b]

								if alternative_union:
												__a       =		len(_SCREAMING_SNAKE_CASE    ) + len(_SCREAMING_SNAKE_CASE    )
												return len(_SCREAMING_SNAKE_CASE    ) / union
								else:
												__a       =		set_a + [element for element in set_b if element not in set_a]
												return len(_SCREAMING_SNAKE_CASE    ) / len(_SCREAMING_SNAKE_CASE    )

								return len(_SCREAMING_SNAKE_CASE    ) / len(_SCREAMING_SNAKE_CASE    )
				return None


if __name__ == "__main__":
						lowerCamelCase__			= {"""a""", """b""", """c""", """d""", """e"""}
						lowerCamelCase__			= {"""c""", """d""", """e""", """f""", """h""", """i"""}
						print(jaccard_similarity(set_a, set_b))
