Moulin Rouge?

The latest question: to buy a ticket to a Moulin Rouge show or not to buy a ticket? I'm planning on seeing the building - can I really go to Paris, walk by the place, and NOT see a show? It would mean packing nice clothes (meaning extra weight in my pack) and spending an extra $125, though. . .