As Colin Powell says: "there is no such thing as a stupid question, only stupid answers", so I'll try not to give one.
The problem here is the "almond oil " I believe. Try washing it off with a Dishwashing Liquid/Soap with no "Hand Care" ingredients. Soak it for a bit, wash it few times, should go off.
If that doesn't work, get the heavy weight grease dissolver, that you use on cars, windows, floors exc. BUT be careful this might ruin the "cordura" fabric, so USE AT YOUR OWN RISK !