If you would like to stay at luxury space of US house in La Jolla, the house is great candidate and you are able to satisfy this experience. We stayed one week and cooked by ourselves using huge and excellent kitchen and enough stuffs in this kitchen.
Unfortunately supermarket does not locate near the house, but if you rent a car, 10 minutes drive takes you several supermarkets, where you can buy almost things for your stay.