Software metrics for your python code
Project description
Overview
Pynocle is a python module and API for the generation of software metrics. It aims to be as dead simple to use as possible. Simply create a pynocle.Monocle object, and call generate_all to generate all supported metrics! In the future, there will be much more configuration available.
- Currently supported metrics include:
cyclomatic complexity
lines of code (source, comment, blank, total)
test coverage
dependency graphing
coupling measurement
module ranking
In the future, additional metrics will be supported. For more information about what metrics mean what, see the Description of Metrics section below.
Usage
pynocle is meant to be used as a simple API from your own python code. Simply import pynocle, create a Monocle instance, and the generate_all method. That’s it!
To generate coverage, you can pass a parameterless function (like nose.run) into pynocle.run_with_coverage. Pass any coverage.coverage instance into Monocle.coverdata in order to generate coverage reports.
The internal API’s are more complex and flexible and we’ll be working on exposing that configuration as time goes by.
There is no commandline support, though commandline support for pynocle and its individual modules may be added later.
Dependencies
Python 2.6 or higher
The docutils module.
For coverage support, requires the coverage module: http://pypi.python.org/pypi/coverage
For dependency graph generation support, requires GraphViz’s free software: http://www.graphviz.org/
For page ranking algorithm, requires numpy.
Installation
Run setup.py to install pynocle and python dependencies.
Make sure you have GraphViz’s ‘dot’ in your application path to use dependency graph visualization features. This will be configurable in the future.
Support
Please email rob.galanakis@gmail.com if you have any questions, bugs, or want to help!
Fork the Hg repository at http://code.google.com/p/pynocle/
My personal site is at http://www.robg3d.com
License and Contributions
Pynocle is released under the MIT license.
Copyright 2011 Robert Galanakis, rob.galanakis@gmail.com.
I owe a huge thanks to Patrick Smacchia and the NDepend (www.ndepend.com) team. NDepend, is a fantastic code analysis tool for .NET, and I owe a large number of the ideas and metrics to them.
This project uses a few pieces of code originally developed in pygenie, which measured cyclomatic complexity only. Most of the code has been stripped out and only a few classes remain. There is no functional homepage for the source so I can’t link anywhere.
Description of Metrics
A generated metrics report will have more information about software metrics, and links for additional info.
See the example output for more info, available here: http://pynocle.googlecode.com/hg/examples/exampleoutput/index.html
You can look at any good static analysis tool and wikipedia to get overviews of various code metrics:
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