If colour is very important to you then get some scrap wood of the same type of walnut and experiment. I'd go with pure 100% polymerized Tung oil, tinted to a colour I like. If you can't get a similar scrap of wood, then experiment in a place that will be covered. Once you are satisfied with the colour, do the rest of the stock.