As of writing this article it is not out in the US iTunes store. Apple is still updating their servers all over the world, so keep checking if you want to take your addicition to Farmville from the computer to your iPhone of iPod Touch. unfortunately there is not an iPad version yet. You can download the iPhone version but it will be pixelated.
Download FarmVille for iPhone and iPod Touch on the AppStore.