Apollo Plastics R2X4-GREEN 2 by 4 Mount Deck & Fence Railing Planter, 12-Inch by 24-Inch Rectangular, Green (Discontinued by Manufacturer)
Easiest deck planter made. Sits over the deck rail without any fasteners. Add soil and plants and you are done.