





from pathlib import Path

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


def  SCREAMING_SNAKE_CASE   ( _UpperCAmelCase		,			_UpperCAmelCase		,			_UpperCAmelCase		,			_UpperCAmelCase		,			_UpperCAmelCase				)    ->  np.ndarray:
    lowerCamelCase__					:   Union[str, Any]      				=	cva.getAffineTransform(_A		,			_A				)
    return cva.warpAffine(_A		,			_A		,			(rows, cols)				)


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

    # set different points to rotate image
    _UpperCAmelCase       : Optional[int]			     =       np.array([[50, 50], [2_00, 50], [50, 2_00]], np.floataa)
    _UpperCAmelCase       : List[str]			     =       np.array([[10, 1_00], [2_00, 50], [1_00, 2_50]], np.floataa)
    _UpperCAmelCase       : List[str]			     =       np.array([[50, 50], [1_50, 50], [1_20, 2_00]], np.floataa)
    _UpperCAmelCase       : Optional[Any]			     =       np.array([[10, 1_00], [80, 50], [1_80, 2_50]], np.floataa)

    # add all rotated images in a list
    _UpperCAmelCase       : 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
    _UpperCAmelCase       : Optional[int]			     =       plt.figure(1)
    _UpperCAmelCase       : Optional[Any]			     =       ['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()












_UpperCAmelCase       : str			     =       """Tobias Carryer"""

from time import time

class      lowerCAmelCase							:
 def __init__(   self						:   Optional[Any]    ,  UpperCAmelCase						:   int    ,  UpperCAmelCase						:   Dict    ,  UpperCAmelCase						:   Any    ,  UpperCAmelCase						:   str=int(time()			)			)    ->			Optional[int]:  # noqa: B008
     lowerCamelCase__					:   List[Any]      				=	multiplier
     lowerCamelCase__					:   Tuple      				=	increment
     lowerCamelCase__					:   int      				=	modulo
     lowerCamelCase__					:   Any      				=	seed







 def   A_			(   self						:   Optional[int]			)    ->			List[Any]:
     lowerCamelCase__					:   List[str]      				=	(self.multiplier * self.seed + self.increment) % self.modulo
     return self.seed


if __name__ == "__main__":
    # Show the LCG in action.
    _UpperCAmelCase       : List[Any]			     =       LinearCongruentialGenerator(1_66_45_25, 10_13_90_42_23, 2 << 31)
    while True:
        print(lcg.next_number())





