Books that feel like watching an old Hollywood kind of love story

My all time favorites are Casablanca, Roman Holiday, and West Side Story. Like stories full of love and longing, a sense of elegance and melancholy, beautiful cities, witty dialogue, and that bittersweet, cinematic feeling.