Sorry for lateness of reply.
I wrote the wiki-post item about pip.
Later I moved it to this separate post.
Later again, I realized that the whole idea (that I got from somewhere else) was flawed.
Now it uses ‘pip list’, and you don’t need to do it before the main upgrade.
So if you still have questions, and/or didn’t do it yet, please read that post again.