Joint 2 parts of an object for rigidbody falling

I have 2 parts of a lamp:

I want to add to both of them rigidbody, but they shouldn't separate in 2 parts. What joint should I add and how to configure them. And where should I add. On the parent object, on the bottom part, or on the upper part? I'm asking this because they are at the same level in hierarchy.