jackie,
Well, if you've harvested a pea in Chicago, my hat is off to you. I tried and tried, and all I got was well-fed starlings.
Antonius,
If, as it seems, you are a homeowner with a garden stake, I would really emphasize what ekreider says about how the light (read: heat) varies from spring to fall but also how it creates microclimates in small city yards.
When I was a child in Virginia, we had a (green) fig tree that flourished because it was in a protected spot between our house and the next door neighbors.
My sister-in-law's Abruzzese grandfather had a black mission fig tree that produced for him, in Detroit, because he kept it small, and at the time of frost he bent it over put burlap and mulch on it. He knew his yard. He wanted a fig tree.
I hate seeing fig trees for sale at farmers markets here, because there is just no way that they can make it. But that said, there are lots of other things that can, especially perennial herbs.
I seem to recall someone mentioned nepitella--the place to get "exotic" herbs is Gethsemane Gardens. Price, yuppie, but they have a better inventory.