A tool that predicts Software defects from GIT repositories.
Project description
Schwa
A tool that analyzes GIT Repositories and estimates the defect probability of Software components to help developers focusing their resources to fix bugs where they really are. We are currently supporting method granularity for Java.
Schwa is under heavy development as a Master Thesis and is only available as pre-release on the Python Package Index.
Install
Install Python3 and pip first and then:
pip3.4 install schwa --pre
or
python3.4 setup.py install
Usage
Command line:
usage: schwa [-h] [--commits COMMITS] repository
Predicts defects from GIT repositories.
positional arguments:
repository repository full path on local file system
optional arguments:
-h, --help show this help message and exit
--commits COMMITS maximum number of commits, since the last one, to be
analyzedImporting class:
from schwa import Schwa
s = Schwa(repository_path)
analytics = s.analyze()Configuration file
You can configure Schwa parameters using a YAML file. Just place a .schwa.yml file in the root of the repository and use this example:
commits: 20 # maximum commits
features_weights: # sum must be 1
revisions: 0.3
fixes: 0.5
authors: 0.2Test
Run nosetests
Contributing
Requirements
Install Python 3.4 and pip
Install Git
Run pip3.4 install -r requirements.txt
Install Pycharm
Guidelines
Write tests first using TDD approach
Document important modules, functions and classes
Use Pycharm debugger to kill bugs faster
Contribute to documentation
Documentation
Project documentation is available in the Wiki. Please read it to get familiar with the project.
License
Copyright (c) 2015 Faculty of Engineering of the University of Porto
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
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