By the end of 2019 the scientific stack will stop supporting Python2. As for numpy, after 2018 any new feature releases will support only Python3. To make transition less frustrating, I've collected a bunch of Python 3 features that you may find useful.
If you're still on 2.7, it's time to make the switch. Get ahead of the hard deadline.