When I started my tour I'd take all my bags off twice a day. Lock up the bike and carry the bags into the grocery store in a cart. barely had room for the groceries at that point. Finally I gave that up and either left the stuff on the bike and kept it in view or really minimized my away time.
7 weeks on the road this trip through the UK, France and the West Coast of the USA with no thefts.