The deprecation of Feature from setuptools has been handled upstream with the following commit:
https://github.com/zopefoundation/zope.interface/commit/1de55506a33bedeb25051ac4cfa18f2e241a9212 This was then included in release 4.7.2 of zope.interface. -- Brian Murray @ubuntu.com