Water is a very bad idea for an oil or petroleum fire! Toss that into a hot enough inferno and you get your face and whole front boiled, grilled and char-broiled!
Get a small chemical-based fire extinguisher. That is also only like 3-5 kg and not 10kg of bad news for your fuel consumption.