import warnings
warnings.filterwarnings('ignore')
from PIL import Image
import os, json

os.makedirs('examples/how/features', exist_ok=True)

results = []
for i in range(1, 10):
    path = f'examples/how/input_local_archive/{i}.jpeg'
    img = Image.open(path)
    img_rgb = img.convert('RGB')
    
    # Save thumbnail
    thumb = img_rgb.resize((360, 480))
    thumb.save(f'examples/how/features/thumb_{i}.jpg', 'JPEG', quality=85)
    
    # Get color info
    small = img_rgb.resize((50, 50))
    pixels = list(small.getdata())
    r = sum(p[0] for p in pixels) // len(pixels)
    g = sum(p[1] for p in pixels) // len(pixels)
    b = sum(p[2] for p in pixels) // len(pixels)
    
    # Get quadrant colors (top/bottom/left/right)
    w, h = img_rgb.size
    top = img_rgb.crop((0, 0, w, h//3)).resize((10,10))
    mid = img_rgb.crop((0, h//3, w, 2*h//3)).resize((10,10))
    bot = img_rgb.crop((0, 2*h//3, w, h)).resize((10,10))
    
    def avg_color(region):
        px = list(region.getdata())
        return (sum(p[0] for p in px)//len(px), sum(p[1] for p in px)//len(px), sum(p[2] for p in px)//len(px))
    
    results.append({
        'index': i,
        'size': img.size,
        'format': img.format,
        'avg_rgb': (r, g, b),
        'top_rgb': avg_color(top),
        'mid_rgb': avg_color(mid),
        'bot_rgb': avg_color(bot),
    })
    print(f'{i}.jpeg: size={img.size}, avg=({r},{g},{b}), top={avg_color(top)}, mid={avg_color(mid)}, bot={avg_color(bot)}')

print('\nDone! Thumbnails saved to examples/how/features/')