The incident took place around 2.30am following a verbal altercation on the Esso petrol station forecourt.
Two pedestrians were believed to have been injured but have not yet been identified. There is an increased police presence in the area over the weekend.
Surrey Police are asking anyone with information to contact them via their website or by calling 101.
