Ubuntu 14.04
$ sudo apt-get install python-dev
$ sudo pip install --upgrade pip
$ sudo -H pip install JayDeBeApi
Refer: https://pypi.org/project/JayDeBeApi/
Another option, untried: http://cx-oracle.readthedocs.io/en/latest/installation.html#quick-start-cx-oracle-installation