from wand.image import Image, Color

def box_blur_image_separable(image, radius_x, radius_y):
    width, height = image.width, image.height
    kernel_x_size = 2 * radius_x + 1
    kernel_y_size = 2 * radius_y + 1
    kernel_area = kernel_x_size * kernel_y_size

    blurred_image = image.clone()

    for y in range(height):
        for x in range(width):
            r_total, g_total, b_total = 0, 0, 0

            for offset_y in range(-radius_y, radius_y + 1):
                for offset_x in range(-radius_x, radius_x + 1):
                    new_x = x + offset_x
                    new_y = y + offset_y

                    if 0 <= new_x < width and 0 <= new_y < height:
                        pixel = image[new_x, new_y]
                        r_total += pixel.red_int8
                        g_total += pixel.green_int8
                        b_total += pixel.blue_int8

            r_avg = int(r_total / kernel_area)
            g_avg = int(g_total / kernel_area)
            b_avg = int(b_total / kernel_area)

            blurred_image[x, y] = Color(f'rgb({r_avg},{g_avg},{b_avg})')

    return blurred_image

class ImageService:
    def __init__(self):
        pass

    def box_blur_image(self, img, radius):
        with Image(blob=img) as image:
            image.gaussian_blur(radius, radius)
            return image.make_blob()

            # blurred_image = box_blur_image_separable(image, radius, 0)
            # blurred_image = box_blur_image_separable(blurred_image, 0, radius)
            # return blurred_image.make_blob()

    def get_simple_image(self):
        with open("./static/small-image.png", "rb") as file:
            return file.read()

    def get_big_image(self):
        with open("./static/big-image.png", "rb") as file:
            return file.read()

    def save_image(self, img):
        with open("image.png", "wb") as file:
            file.write(img)

        return True