PROFILE_HOWTO

you need line_profiler from 

    http://pythonhosted.org/line_profiler

resp.

    http://pypi.python.org/pypi/line_profiler

eg by running

   $ pip install line_profiler

for running a profile run, just do

   $ kernprof.py -v -l run_for_profile.py