from data.database import Image, ImageStorage query = ImageStorage.select().annotate(Image) saved_bytes = 0 total_bytes = 0 for storage in query: if storage.image_size is not None: saved_bytes += (storage.count - 1) * storage.image_size total_bytes += storage.count * storage.image_size print "Saved: %s" % saved_bytes print "Total: %s" % total_bytes