Prepare glaze: In a mixer, combine powdered sugar, milk and vanilla or almond extract and oil until smooth (the oil will give it a high gloss). The icing should be quite thick. If too runny, add more powdered sugar. Transfer icing to a pastry bag or a ziplock bag with a corner snipped off.