Ah right,
well you can try this method i've used before,it might or might not stain it afterwards.
Mix up to a paste of washing up liquid and soap powder,brush it over the oil,cover/tape over with some plastic leave for 24hrs,wash off,trick is not to let the paste dry out.
Its worked for me on concrete/slab even polymeric rubber the stuff they do tennis courts with.