






import inspect
import warnings
from typing import Any, Dict, Optional, Union

from packaging import version
def 						_a    (      *a :Optional[Any]	,							a :Optional[Union[Dict, Any]] = None	,							a :List[str]=True	,							a :List[str]=2 )							->			int:
 from .. import __version__

 a		  =      take_from
 a		  =      ()
 if not isinstance(args[0]	,							a ):
  a		  =      (args,)

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

  a		  =      None
  if isinstance(a	,							a ) and attribute in deprecated_kwargs:
   values += (deprecated_kwargs.pop(a ),)
   a		  =      F"""The `{attribute}` argument is deprecated and will be removed in version {version_name}."""
  elif hasattr(a	,							a ):
   values += (getattr(a	,							a ),)
   a		  =      F"""The `{attribute}` attribute is deprecated and will be removed in version {version_name}."""
  elif deprecated_kwargs is None:
   a		  =      F"""`{attribute}` is deprecated and will be removed in version {version_name}."""

  if warning is not None:
   a		  =      warning + ''' ''' if standard_warn else ''''''
   warnings.warn(warning + message	,							a	,							stacklevel=a )

 if isinstance(a	,							a ) and len(a ) > 0:
  a		  =      inspect.getouterframes(inspect.currentframe() )[1]
  a		  =      call_frame.filename
  a		  =      call_frame.lineno
  a		  =      call_frame.function
  a  ,     a		  =      next(iter(deprecated_kwargs.items() ) )
  raise TypeError(F"""{function} in {filename} line {line_number-1} got an unexpected keyword argument `{key}`""" )

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




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

class    lowerCAmelCase__     :






		def __init__(		self		:							Any							,			SCREAMING_SNAKE_CASE__		:							List[str]							,			SCREAMING_SNAKE_CASE__		:							int							,			SCREAMING_SNAKE_CASE__		:							int  )     ->							Dict:
						if dst_width < 0 or dst_height < 0:
										raise ValueError('''Destination width/height should be > 0'''  )

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

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

						__lowerCamelCase    					=	__lowerCamelCase    					=	(
						    np.ones((self.dst_h, self.dst_w, 3)							,			np.uinta  ) * 2_55
						)






		def  __A       (		self		:							List[Any]  )     ->							str:
						for i in range(self.dst_h  ):
										for j in range(self.dst_w  ):
														__lowerCamelCase    					=	self.img[self.get_y(SCREAMING_SNAKE_CASE__  )][self.get_x(SCREAMING_SNAKE_CASE__  )]






		def  __A       (		self		:							str							,			SCREAMING_SNAKE_CASE__		:							int  )     ->							int:
						return int(self.ratio_x * x  )







		def  __A       (		self		:							str							,			SCREAMING_SNAKE_CASE__		:							int  )     ->							int:
						return int(self.ratio_y * y  )


if __name__ == "__main__":
					SCREAMING_SNAKE_CASE__							,    SCREAMING_SNAKE_CASE__   :			List[str]												=    800, 600
					SCREAMING_SNAKE_CASE__   :			int												=    imread("image_data/lena.jpg", 1)
					SCREAMING_SNAKE_CASE__   :			Union[str, Any]												=    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()



