




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




class 						__lowercase		:




      """simple docstring"""





      def __init__(				self    ,				A    ,				A    ,				A     )		->    str:
         if dst_width < 0 or dst_height < 0:
            raise ValueError("""Destination width/height should be > 0"""     )

         snake_case				:    Optional[Any]           =	img
         snake_case				:    Dict           =	img.shape[1]
         snake_case				:    Tuple           =	img.shape[0]
         snake_case				:    Any           =	dst_width
         snake_case				:    Optional[int]           =	dst_height

         snake_case				:    int           =	self.src_w / self.dst_w
         snake_case				:    Any           =	self.src_h / self.dst_h

         snake_case				:    Tuple           =	(
             np.ones((self.dst_h, self.dst_w, 3)    ,				np.uinta     ) * 2_5_5
         )




      def      UpperCAmelCase				(				self     )		->    Tuple:
         for i in range(self.dst_h     ):
            for j in range(self.dst_w     ):
               snake_case				:    Dict           =	self.img[self.get_y(A     )][self.get_x(A     )]




      def      UpperCAmelCase				(				self    ,				A     )		->    int:
         return int(self.ratio_x * x     )




      def      UpperCAmelCase				(				self    ,				A     )		->    int:
         return int(self.ratio_y * y     )


if __name__ == "__main__":
       lowerCamelCase	:	Any				=   8_0_0, 6_0_0
       lowerCamelCase	:	str				=   imread('image_data/lena.jpg', 1)
       lowerCamelCase	:	Tuple				=   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()











import functools




def 						SCREAMING_SNAKE_CASE__ (   lowercase						,lowercase					)  ->       int:

   # Validation
   if not isinstance(lowercase						,lowercase					) or not all(isinstance(lowercase						,lowercase					) for day in days					):
      raise ValueError("""The parameter days should be a list of integers"""					)

   if len(lowercase					) != 3 or not all(isinstance(lowercase						,lowercase					) for cost in costs					):
      raise ValueError("""The parameter costs should be a list of three integers"""					)

   if len(lowercase					) == 0:
      return 0

   if min(lowercase					) <= 0:
      raise ValueError("""All days elements should be greater than 0"""					)

   if max(lowercase					) >= 366:
      raise ValueError("""All days elements should be less than 366"""					)

   snake_case				:    List[str]           =	set(lowercase					)

   @functools.cache
   def dynamic_programming(lowercase					) -> int:
      if index > 365:
         return 0

      if index not in days_set:
         return dynamic_programming(index + 1					)

      return min(
          costs[0] + dynamic_programming(index + 1					)						,costs[1] + dynamic_programming(index + 7					)						,costs[2] + dynamic_programming(index + 30					)						,)

   return dynamic_programming(1					)


if __name__ == "__main__":
       import doctest

       doctest.testmod()





