You should be able to buy essentials like milk, bread from the grocery store at SSR, however the prices are expensive so I wouldn't consider a 'big shop' there.
Publix supermarkets are the best bet in my experience, the closest could be the one on the junction of the 535 & 192.
see
www.publix.com