Lidl – along with fellow German discount retailer Aldi – is known for challenging Britain's 'big four' supermarkets – Tesco, Asda, Sainsbury's and Morrisons – in a bitter and long-running price war. But Lidl is taking it to another level, now challenging upmarket retailers like Waitrose.