





from pathlib import Path

import cva
import numpy as np
from matplotlib import pyplot as plt

def   a_    ( lowerCAmelCase_      :			Optional[int],	lowerCAmelCase_      :			List[Any],	lowerCAmelCase_      :			Tuple,	lowerCAmelCase_      :			int,	lowerCAmelCase_      :			Dict	):
   __lowerCAmelCase								=	cva.getAffineTransform(UpperCamelCase_,	UpperCamelCase_	)
   return cva.warpAffine(UpperCamelCase_,	UpperCamelCase_,	(rows, cols)	)


if __name__ == "__main__":
     # read original image
     _snake_case  :    Tuple						    =  cva.imread(
         str(Path(__file__).resolve().parent.parent / 'image_data' / 'lena.jpg')
     )
     # turn image in gray scale value
     _snake_case  :    Union[str, Any]						    =  cva.cvtColor(image, cva.COLOR_BGR2GRAY)
     # get image shape
     _snake_case    , _snake_case  :    str						    =  gray_img.shape

     # set different points to rotate image
     _snake_case  :    Dict						    =  np.array([[50, 50], [200, 50], [50, 200]], np.floataa)
     _snake_case  :    Dict						    =  np.array([[10, 100], [200, 50], [100, 250]], np.floataa)
     _snake_case  :    Union[str, Any]						    =  np.array([[50, 50], [150, 50], [120, 200]], np.floataa)
     _snake_case  :    str						    =  np.array([[10, 100], [80, 50], [180, 250]], np.floataa)

     # add all rotated images in a list
     _snake_case  :    Any						    =  [
         gray_img,
         get_rotation(gray_img, ptsa, ptsa, img_rows, img_cols),
         get_rotation(gray_img, ptsa, ptsa, img_rows, img_cols),
         get_rotation(gray_img, ptsa, ptsa, img_rows, img_cols),
     ]

     # plot different image rotations
     _snake_case  :    Tuple						    =  plt.figure(1)
     _snake_case  :    Dict						    =  ['Original', 'Rotation 1', 'Rotation 2', 'Rotation 3']
     for i, image in enumerate(images):
          plt.subplot(2, 2, i + 1), plt.imshow(image, 'gray')
          plt.title(titles[i])
          plt.axis('off')
          plt.subplots_adjust(left=0.0, bottom=0.05, right=1.0, top=0.95)
     plt.show()



"""simple docstring"""





__magic_name__       =			"Tobias Carryer"

from time import time
class 						SCREAMING_SNAKE_CASE_ :




		"""simple docstring"""





		def __init__(     self							,  lowerCAmelCase__							,  lowerCAmelCase__							,  lowerCAmelCase__							,  lowerCAmelCase__=int(time())):  # noqa: B008
				__SCREAMING_SNAKE_CASE            = multiplier
				__SCREAMING_SNAKE_CASE            = increment
				__SCREAMING_SNAKE_CASE            = modulo
				__SCREAMING_SNAKE_CASE            = seed




		def 	snake_case_     (     self):
				__SCREAMING_SNAKE_CASE            = (self.multiplier * self.seed + self.increment) % self.modulo
				return self.seed


if __name__ == "__main__":
							# Show the LCG in action.
							__magic_name__       =			LinearCongruentialGenerator(1664525, 1013904223, 2 << 31)
							while True:
														print(lcg.next_number())




