The butterflies like dill, fennel, parsley, wild carrot, and lots of other stuff apparently. The caterpillars hatch as very tiny things, and then they eat like pigs for a while. Local hornets seem to like the caterpillars a lot.
There are actually two caterpillars in the photo. One is pretty small, and the other is about half as big as they get before they form a chrysalis.