Mix together flour, oatmeal, brown sugar, butter and cinnamon. Press half of mixture into 8 X 8 pan. Into shell place rhubarb. Cook sugar, cornstarch, water and vanilla until clear. Pour over rhubarb. Top with remaining crust. Bake at 350 for about 1 hour.