




'''simple docstring'''







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


class 			_a  :
       def __init__(	self						:	Any   ,				lowercase						:	Any   ,				lowercase						:	int   ,				lowercase						:	int				):



           '''simple docstring'''

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

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

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

           UpperCAmelCase			       =		UpperCAmelCase			       =		(
               np.ones((self.dst_h, self.dst_w, 3)   ,				np.uinta				) * 255
           )
       def     A      (	self						:	Union[str, Any]				):



           '''simple docstring'''

           for i in range(self.dst_h				):
               for j in range(self.dst_w				):
                   UpperCAmelCase			       =		self.img[self.get_y(lowercase				)][self.get_x(lowercase				)]
       def     A      (	self						:	Dict   ,				lowercase						:	int				):



           '''simple docstring'''

           return int(self.ratio_x * x				)







       def     A      (	self						:	List[Any]   ,				lowercase						:	int				):



           '''simple docstring'''

           return int(self.ratio_y * y				)


if __name__ == "__main__":
   A    ,      A     =8_00, 6_00
   A     =imread('image_data/lena.jpg', 1)
   A     =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 inspect
import warnings
from typing import Any, Dict, Optional, Union

from packaging import version

def        a_     (							*_lowerCAmelCase       ,_lowerCAmelCase = None       ,_lowerCAmelCase=True       ,_lowerCAmelCase=2       )      ->      List[str]:
  from .. import __version__

  __lowerCamelCase       :       Any           = take_from
  __lowerCamelCase       :       Optional[int]           = ()
  if not isinstance(args[0]       ,_lowerCAmelCase       ):
    __lowerCamelCase       :       Optional[Any]           = (args,)

  for attribute, version_name, message in args:
    if version.parse(version.parse(_lowerCAmelCase       ).base_version       ) >= version.parse(_lowerCAmelCase       ):
      raise ValueError(
          F'The deprecation tuple {(attribute, version_name, message)} should be removed since diffusers\''
          F' version {__version__} is >= {version_name}'       )

    __lowerCamelCase       :       Union[str, Any]           = None
    if isinstance(_lowerCAmelCase       ,_lowerCAmelCase       ) and attribute in deprecated_kwargs:
      values += (deprecated_kwargs.pop(_lowerCAmelCase       ),)
      __lowerCamelCase       :       Optional[Any]           = F'The `{attribute}` argument is deprecated and will be removed in version {version_name}.'
    elif hasattr(_lowerCAmelCase       ,_lowerCAmelCase       ):
      values += (getattr(_lowerCAmelCase       ,_lowerCAmelCase       ),)
      __lowerCamelCase       :       List[str]           = F'The `{attribute}` attribute is deprecated and will be removed in version {version_name}.'
    elif deprecated_kwargs is None:
      __lowerCamelCase       :       Optional[Any]           = F'`{attribute}` is deprecated and will be removed in version {version_name}.'

    if warning is not None:
      __lowerCamelCase       :       Optional[int]           = warning + ' ' if standard_warn else ''
      warnings.warn(warning + message       ,_lowerCAmelCase       ,stacklevel=_lowerCAmelCase       )

  if isinstance(_lowerCAmelCase       ,_lowerCAmelCase       ) and len(_lowerCAmelCase       ) > 0:
    __lowerCamelCase       :       Optional[Any]           = inspect.getouterframes(inspect.currentframe()       )[1]
    __lowerCamelCase       :       List[str]           = call_frame.filename
    __lowerCamelCase       :       int           = call_frame.lineno
    __lowerCamelCase       :       Union[str, Any]           = call_frame.function
    __lowerCamelCase       ,__lowerCamelCase       :       Union[str, Any]           = next(iter(deprecated_kwargs.items()       )       )
    raise TypeError(F'{function} in {filename} line {line_number-1} got an unexpected keyword argument `{key}`'       )

  if len(_lowerCAmelCase       ) == 0:
    return
  elif len(_lowerCAmelCase       ) == 1:
    return values[0]
  return values






