Oh yes we put it together for her birthday!
It really didn't take long at all and would have taken less time if P wasn't wanting to play with each piece before we were able to put it together. It does take two people though since the holes aren't drilled in already so someone screwing in and someone putting pressure on the piece being screwed is a must.