



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



class 	lowerCamelCase__      :




		'''simple docstring'''



		def __init__(self		,__lowerCamelCase		,__lowerCamelCase		,__lowerCamelCase			)					->      Dict:

						"""simple docstring"""






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

						lowerCAmelCase__					:    List[str]												=					img
						lowerCAmelCase__					:    List[Any]												=					img.shape[1]
						lowerCAmelCase__					:    Union[str, Any]												=					img.shape[0]
						lowerCAmelCase__					:    List[Any]												=					dst_width
						lowerCAmelCase__					:    Optional[int]												=					dst_height

						lowerCAmelCase__					:    str												=					self.src_w / self.dst_w
						lowerCAmelCase__					:    Tuple												=					self.src_h / self.dst_h

						lowerCAmelCase__					:    Dict												=					(
						    np.ones((self.dst_h, self.dst_w, 3)		,np.uinta			) * 2_55
						)



		def 		lowerCAmelCase__				(self			)					->      Dict:

						"""simple docstring"""






						for i in range(self.dst_h			):
										for j in range(self.dst_w			):
														lowerCAmelCase__					:    Union[str, Any]												=					self.img[self.get_y(__lowerCamelCase			)][self.get_x(__lowerCamelCase			)]



		def 		lowerCAmelCase__				(self		,__lowerCamelCase			)					->      int:

						"""simple docstring"""






						return int(self.ratio_x * x			)



		def 		lowerCAmelCase__				(self		,__lowerCamelCase			)					->      int:

						"""simple docstring"""






						return int(self.ratio_y * y			)


if __name__ == "__main__":
							__snake_case ,  __snake_case    :		Any  =8_0_0, 6_0_0
							__snake_case    :		Union[str, Any]  =imread('image_data/lena.jpg', 1)
							__snake_case    :		Optional[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()






def      lowerCAmelCase__		(   lowerCamelCase_		:		str = "The quick brown fox jumps over the lazy dog"	,):





				'''simple docstring'''

				lowerCAmelCase__					:    Any												=					set()

				# Replace all the whitespace in our sentence
				lowerCAmelCase__					:    List[Any]												=					input_str.replace(''' '''	,'''''')
				for alpha in input_str:
								if "a" <= alpha.lower() <= "z":
												frequency.add(alpha.lower())
				return len(lowerCamelCase_) == 26






def      lowerCAmelCase__		(   lowerCamelCase_		:		str = "The quick brown fox jumps over the lazy dog"	,):





				'''simple docstring'''

				lowerCAmelCase__					:    List[str]												=					[False] * 26
				for char in input_str:
								if char.islower():
												lowerCAmelCase__					:    Union[str, Any]												=					True
								elif char.isupper():
												lowerCAmelCase__					:    str												=					True
				return all(lowerCamelCase_)






def      lowerCAmelCase__		(   lowerCamelCase_		:		str = "The quick brown fox jumps over the lazy dog"	,):





				'''simple docstring'''

				return len({char for char in input_str.lower() if char.isalpha()}) == 26






def      lowerCAmelCase__		(   ):





				'''simple docstring'''

				from timeit import timeit

				lowerCAmelCase__					:    Optional[Any]												=					'''from __main__ import is_pangram, is_pangram_faster, is_pangram_fastest'''
				print(timeit('''is_pangram()'''	,setup=lowerCamelCase_))
				print(timeit('''is_pangram_faster()'''	,setup=lowerCamelCase_))
				print(timeit('''is_pangram_fastest()'''	,setup=lowerCamelCase_))
				# 5.348480500048026, 2.6477354579837993, 1.8470395830227062
				# 5.036091582966037, 2.644472333951853,  1.8869528750656173


if __name__ == "__main__":
							import doctest

							doctest.testmod()
							benchmark()

