Can I put out an electrical fire with water?

No! Water conducts electricity and can deliver a potentially deadly electric shock. If the fire is from an appliance and you can safely unplug it, go ahead. You can also use a heavy blanket to cut off its oxygen supply and smother it, or you can use a fire extinguisher designed for a Class C fire.