Description of problem:
Running rst2pdf results in a stack trace, the gist of which is in the summary.
I have python-pillow (and also python3-pillow) installed.

Version-Release number of selected component (if applicable):
rst2pdf-0.93-6.fc23.noarch
python-pillow-3.0.0-1.fc23.x86_64


How reproducible:
100%

Steps to Reproduce:
1.Run rst2pdf (no argument needed)
2.
3.

Actual results:
Python stack trace.

Expected results:
No stack trace.

Additional info:
This is the full stack trace:

Traceback (most recent call last):
  File "/usr/bin/rst2pdf", line 5, in <module>
    from pkg_resources import load_entry_point
  File "/usr/lib/python2.7/site-packages/pkg_resources/__init__.py", line 3084, in <module>
    @_call_aside
  File "/usr/lib/python2.7/site-packages/pkg_resources/__init__.py", line 3070, in _call_aside
    f(*args, **kwargs)
  File "/usr/lib/python2.7/site-packages/pkg_resources/__init__.py", line 3097, in _initialize_master_working_set
    working_set = WorkingSet._build_master()
  File "/usr/lib/python2.7/site-packages/pkg_resources/__init__.py", line 653, in _build_master
    return cls._build_from_requirements(__requires__)
  File "/usr/lib/python2.7/site-packages/pkg_resources/__init__.py", line 666, in _build_from_requirements
    dists = ws.resolve(reqs, Environment())
  File "/usr/lib/python2.7/site-packages/pkg_resources/__init__.py", line 839, in resolve
    raise DistributionNotFound(req, requirers)
pkg_resources.DistributionNotFound: The 'pillow==2.0.0,>=2.4.0' distribution was not found and is required by reportlab