Beat butter in the bowl of an electric mixer on medium speed until light and fluffy. Slowly pour in oil while the mixer is running. Add sugar, powdered sugar, eggs, and vanilla. Slowly add the flour mixture, mix until flour disappears. Chill for one hour, or overnight.