A food safe, plant based, water soluble, dry powder formulation and an aqueous enteric coating solution made therefrom, that is used for providing an enteric film coating on oral dosage forms including capsules, tablets, and the like and methods of making the dry powder formulation, making the aqueous coating solution, and coating of oral dosage forms including capsules, tablets, and the like.