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If you cannot find an open after-hours-shopping store, go to the Automate Supermarket located at Kantstrasse/Leibnitzstrasse (a short walk from Zoo trainstation). Your purchases will be delivered on a conveyor belt. Note that this kind of store is more expensive, but it is better than nothing ...