Here is a commercial-grade machine that lets you prepare your own blooming onions. The Nemco Flowering Onion Cutter is made of aluminum. It weighs 20 lbs and comes with large and small core cutters.
As you can see in the above GIF, this machine is pretty simple to use. More information is available here.