How to generate passwords in Python 2 and Python 3? Securely?

Here on Stackoverflow exist at least one post related to this topic: Generate password in python

You can find that this topic found some critics even in PEP. It's mentioned here: http://ift.tt/1V2NRUK

So, how to generate random passwords in Python 2 and Python 3 properly and securely?