I have quite successfully grown lemongrass sprouted from some stalks with the bulb on purchased at the store. It does grow like a weed, it is perfect for container gardening.
I'm in BC :)
I should mention we take them inside or cut them back over winter...Ours produced lots of grassy leaves too .... but that is what lemon grass is, I just trim them back and dry them and use them in tea.