Since the specific gravity of oil is less than water, it floats over water. 

As a result, water will not put out oil fires since the burning oil will float on top of the water and spread.

Throwing sand, table salt, or baking soda on the flames will extinguish them. Also a damp towel spread over the fire will cool and smother it but all the water must be wrung out.