All contributions are welcome!
In order to ease the start for you to contribute, please follow these guidelines.
Please note: Pynguin development currently takes place on a private repository. Our public GitHub repository just serves as a mirror of released versions. If you are interested in contributing to Pynguin please contact use beforehand.
poetry to manage the dependencies
If you do not have
you should run the command below:
To install dependencies and prepare pre-commit hooks
you would need to run the
To activate your
We refer you to the documentation of
poetry for further details on the tool.
Git Development Workflow
Note: Our internal development takes place in a private repository thus this information is related to this repository.
To contribute to Pynguin,
we ask you to create an issue and a related merge request.
Commit and push your changes to the merge request.
The changes will run through our continuous-integration system
as well as through manual code review.
Once all checks pass and the changes were approved,
we’ll merge them into our
After you run
make install you can execute the automatic code formating:
We require the black code style, with 88 characters per line maximum width
(exceptions are only permitted for imports and comments that disable, e.g., a
pylint warning). Imports are ordered using isort. Docstrings shall conform
to the Google Python Style Guide. Except from the above-mentioned differences, we
suggest to conform the the Google Python Style Guide as much as possible.
In particular, we want to point to Sec. 2.14 of Google’s style guide, regarding
__future__ are not permitted except for the
from __future__ import
annotations feature that allows more concise type hints. Pynguin requires at least
Python 3.10—there is not need to support older versions here!
Many checks are configured for this project.
make check will run black diffs, darglint docstring style and
make check-safety command will look at the security of our code.
Note: darglint on Windows only runs in
git bash or the Linux subsystem.
You can also use the
STRICT=1 flag to make the check be strict.
We use the following tools and checks:
Before submitting your code please do the following steps:
Add any changes you want
Add tests for the new changes (can be done vice versa of course, if you follow the TDD principles, which we highly recommend to do)
Edit documentation if you have changed something significant
make checkand fix all complaints by the automated checks before you commit and push your changes
Pynguin uses pytest to execute the tests.
You can find the tests in the
make test executes
pytest with the appropriate parameters.
We prefer a test-driven development style, which allows us to have tests in a natural way when developing some new functionality.
To combine all analysis tools and the test execution we provide the target
check, which executes all of them in a row.
Development using PyCharm
If you want to use the PyCharm IDE you have to set up a few things:
Import Pynguin into PyCharm.
Find the location of the virtual environment by running
poetry env infoin the project directory.
Add and use an existing interpreter that points to the path of the virtual environment
Set the default test runner to
Set the docstrings format to