Homemade Soda Blaster

I would imagine you'd need more than the standard little box of Arm and Hammer that you put in your fridge... where do you buy huge quantities of baking soda? Also - is it safe to just let it run into the street drains? What do you do with all the baking soda that goes everywhere?