






"""simple docstring"""


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




class 						__UpperCamelCase     :
					def __init__(							self							:	str     , UpperCAmelCase							:	Union[str, Any]     , UpperCAmelCase							:	int     , UpperCAmelCase							:	int   )	->       Tuple:
											if dst_width < 0 or dst_height < 0:
																	raise ValueError('Destination width/height should be > 0'   )

											lowerCAmelCase   :int						=			img
											lowerCAmelCase   :Optional[Any]						=			img.shape[1]
											lowerCAmelCase   :str						=			img.shape[0]
											lowerCAmelCase   :str						=			dst_width
											lowerCAmelCase   :int						=			dst_height

											lowerCAmelCase   :Any						=			self.src_w / self.dst_w
											lowerCAmelCase   :str						=			self.src_h / self.dst_h

											lowerCAmelCase   :Tuple						=			(
											    np.ones((self.dst_h, self.dst_w, 3)     , np.uinta   ) * 255
											)
					def        UpperCAmelCase__ (							self							:	Optional[int]   )	->       str:
											for i in range(self.dst_h   ):
																	for j in range(self.dst_w   ):
																							lowerCAmelCase   :Dict						=			self.img[self.get_y(__lowerCamelCase   )][self.get_x(__lowerCamelCase   )]
					def        UpperCAmelCase__ (							self							:	Union[str, Any]     , UpperCAmelCase							:	int   )	->       Optional[Any]:
											return int(self.ratio_x * x   )
					def        UpperCAmelCase__ (							self							:	List[Any]     , UpperCAmelCase							:	int   )	->       List[Any]:
											return int(self.ratio_y * y   )


if __name__ == "__main__":
		__SCREAMING_SNAKE_CASE,						__SCREAMING_SNAKE_CASE   =   8_00, 6_00
		__SCREAMING_SNAKE_CASE   =   imread('image_data/lena.jpg', 1)
		__SCREAMING_SNAKE_CASE   =   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()




"""simple docstring"""






import operator




def 			snake_case		(		lowerCAmelCase_  ,						lowerCAmelCase_ = False  ,						lowerCAmelCase_ = None	)						->				list:
  _snake_case   	=      operator.lt if reverse else operator.gt
  _snake_case   	=      solution or []

  if not arr:
    return solution

  _snake_case   	=      [arr.pop(0	)]
  for i, item in enumerate(lowerCAmelCase_	):
    if _operator(lowerCAmelCase_  ,						sublist[-1]	):
      sublist.append(lowerCAmelCase_	)
      arr.pop(lowerCAmelCase_	)

    #  merging sublist into solution list
  if not solution:
    solution.extend(lowerCAmelCase_	)
  else:
    while sublist:
      _snake_case   	=      sublist.pop(0	)
      for i, xx in enumerate(lowerCAmelCase_	):
        if not _operator(lowerCAmelCase_  ,						lowerCAmelCase_	):
          solution.insert(lowerCAmelCase_  ,						lowerCAmelCase_	)
          break
      else:
        solution.append(lowerCAmelCase_	)

  strand_sort(lowerCAmelCase_  ,						lowerCAmelCase_  ,						lowerCAmelCase_	)
  return solution


if __name__ == "__main__":
     assert strand_sort([4, 3, 5, 1, 2]) == [1, 2, 3, 4, 5]
     assert strand_sort([4, 3, 5, 1, 2], reverse=True) == [5, 4, 3, 2, 1]





