How do I list the files associated with a Python package installed using pip or easy_install?

I've installed a Python package using pip, which is a replacement for easy_install. How do I get a list of which installed files are associated with this package?

Basically, I'm looking for the Python package equivalent of

dpkg -L

or

rpm -ql

You could do that by using command:

pip show -f <package>

Two years later, most pip instances have show, however, not all packages have the installed-files.txt program for the subcommand to read.

A workaround is to fire up the python shell and do this:

>>> import eventlet
>>> eventlet.__path__
    ['/usr/lib/python2.7/dist-packages/eventlet']

where "eventlet" is the package I installed with pip.