Contributing to QuTiP Development¶
QuTiP is developed through wide collaboration using the
git version-control system, with the main repositories hosted in the qutip organisation on GitHub.
You will need to be familiar with
git as a tool, and the GitHub Flow workflow for branching and making pull requests.
The exact details of environment set-up, build process and testing vary by repository and are discussed below, however in overview, the steps to contribute are:
Consider creating an issue on the GitHub page of the relevant repository, describing the change you think should be made and why, so we can discuss details with you and make sure it is appropriate.
(If this is your first contribution.) Make a fork of the relevant repository on GitHub and clone it to your local computer. Also add our copy as a remote (
git remote add qutip https://github.com/qutip/<repo>)
Begin on the
git checkout master), and pull in changes from the main QuTiP repository to make sure you have an up-to-date copy (
git pull qutip master).
Switch to a new
git checkout -b <branch-name>).
Make the changes you want to make, then create some commits with short, descriptive names (
git add <files>then
Follow the build process for this repository to build the final result so you can check your changes work sensibly.
Run the tests for the repository (if it has them).
Push the changes to your fork (
git push -u origin <branch-name>). You won’t be able to push to the main QuTiP repositories directly.
Go to the GitHub website for the repository you are contributing to, click on the “Pull Requests” tab, click the “New Pull Request” button, and follow the instructions there.
Once the pull request is created, some members of the QuTiP admin team will review the code to make sure it is suitable for inclusion in the library, to check the programming, and to ensure everything meets our standards. For some repositories, several automated tests will run whenever you create or modify a pull request; in general these will be the same tests you can run locally, and all tests are required to pass online before your changes are merged. There may be some feedback and possibly some requested changes. You can add more commits to address these, and push them to the relevant branch of your fork to update the pull request.
The rest of this document covers programming standards, and particular considerations for some of the more complicated repositories.
Core Library: qutip/qutip¶
The core library is in the qutip/qutip repository on GitHub.
Building the core library from source is typically a bit more difficult than simply installing the package for regular use. You will most likely want to do this in a clean Python environment so that you do not compromise a working installation of a release version, for example by starting from
conda create -n qutip-dev python
Complete instructions for the build are elsewhere in this guide, however beware that you will need to follow the installation from source using setuptools section, not the general installation.
You will need all the build and tests “optional” requirements for the package.
The build requirements can be found in the
pyproject.toml file, and the testing requirements are in the
tests key of the
options.extras_require section of
You will also need the requirements for any optional features you want to test as well.
Refer to the main instructions for the most up-to-date version, however as of version 4.6 the requirements can be installed into a conda environment with
conda install setuptools wheel 'numpy>=1.16.6,<1.20' 'scipy>=1.0' 'cython>=0.29.20' packaging 'pytest>=5.2' pytest-rerunfailures
qutip should not be installed with
If you prefer, you can also use
pip to install all the dependencies.
We typically recommend
conda when doing main-library development because it is easier to switch low-level packages around like BLAS implementations, but if this doesn’t mean anything to you, feel free to use
You will need to make sure you have a functioning C++ compiler to build QuTiP. If you are on Linux or Mac, this is likely already done for you, however if you are on Windows, refer to the Windows installation section of the installation guide.
The command to build QuTiP in editable mode is
python setup.py develop
from the repository directory.
If you now load up a Python interpreter, you should be able to
import qutip from anywhere as long as the correct Python environment is active.
Any changes you make to the Python files in the git repository should be immediately present if you restart your Python interpreter and re-import
On the first run, the setup command will compile many C++ extension modules built from Cython sources (files ending
Generally the low-level linear algebra routines that QuTiP uses are written in these files, not in pure Python.
Unlike Python files, changes you make to Cython files will not appear until you run
python setup.py develop again; you will only need to re-run this if you are changing Cython files.
Cython will detect and compile only the files that have been changed, so this command will be faster on subsequent runs.
When undertaking Cython development, the reason we use
python setup.py develop instead of
pip install -e . is because Cython’s changed-file detection does not reliably work in the latter.
pip tends to build in temporary virtual environments, which often makes Cython think its core library files have been updated, triggering a complete, slow rebuild of everything.
The biggest concern you should always have is to make it easy for your code to be read and understood by the person who comes next.
All new contributions must follow PEP 8 style; all pull requests will be passed through a linter that will complain if you violate it.
You should use the
pycodestyle package locally (available on
pip) to test you satisfy the requirements before you push your commits, since this is rather faster than pushing 10 different commits trying to fix minor niggles.
Keep in mind that there is quite a lot of freedom in this style, especially when it comes to line breaks.
If a line is too long, consider the best way to split it up with the aim of making the code readable, not just the first thing that doesn’t generate a warning.
Try to stay consistent with the style of the surrounding code. This includes using the same variable names, especially if they are function arguments, even if these “break” PEP 8 guidelines. Do not change existing parameter, attribute or method names to “match” PEP 8; these are breaking user-facing changes, and cannot be made except in a new major release of QuTiP.
Other than this, general “good-practice” Python standards apply: try not to duplicate code; try to keep functions short, descriptively-named and side-effect free; provide a docstring for every new function; and so on.
When you make changes in the core library, you should update the relevant documentation if needed.
If you are making a bug fix, or other relatively minor changes, you will probably only need to make sure that the docstrings of the modified functions and classes are up-to-date; changes here will propagate through to the documentation the next time it is built.
Be sure to follow the Numpy documentation standards (
numpydoc) when writing docstrings.
All docstrings will be parsed as reStructuredText, and will form the API documentation section of the documentation.
pytest as our test runner.
The base way to run every test is
This will take around 10 to 30 minutes, depending on your computer and how many of the optional requirements you have installed. It is normal for some tests to be marked as “skip” or “xfail” in yellow; these are not problems. True failures will appear in red and be called “fail” or “error”.
While prototyping and making changes, you might want to use some of the filtering features of
Instead of passing the whole
tests directory to the
pytest command, you can also pass a list of files.
You can also use the
-k selector to only run tests whose names include a particular pattern, for example
pytest qutip/tests/test_qobj.py -k "expm"
to run the tests of
The core library is in the qutip/qutip-doc repository on GitHub.
The documentation is built using
numpydoc, with several additional extensions including
The most up-to-date instructions and dependencies will be in the
README.md file of the documentation repository.
You can see the rendered version of this file simply by going to the documentation GitHub page and scrolling down.
Building the documentation can be a little finnicky on occasion.
You likely will want to keep a separate Python environment to build the documentation in, because some of the dependencies can have tight requirements that may conflict with your favourite tools for Python development.
We recommend creating an empty
conda environment containing only Python with
conda create -n qutip-doc python=3.8
and install all further dependencies with
There is a
requirements.txt file in the repository root that fixes all package versions exactly into a known-good configuration for a completely empty environment, using
pip install -r requirements.txt
This known-good configuration was intended for Python 3.8, though in principle it is possible that other Python versions will work.
We recommend you use
pip to install dependencies for the documentation rather than
conda because several necessary packages can be slower to update their
conda recipes, so suitable versions may not be available.
The documentation build includes running many components of the main QuTiP library to generate figures and to test the output, and to generate all the API documentation.
You therefore need to have a version of QuTiP available in the same Python environment.
If you are only interested in updating the users’ guide, you can use a release version of QuTiP, for example by running
pip install qutip.
If you are also modifying the main library, you need to make your development version accessible in this environment.
See the above section on building QuTiP for more details, though the
requirements.txt file will have already installed all the build requirements, so you should be able to simply run
python setup.py develop
in the main library repository.
The documentation is built by running the
There are several targets to build, but the most useful will be
html to build the webpage documentation,
latexpdf to build the PDF documentation (you will also need a full
pdflatex installation), and
clean to remove all built files.
The most important command you will want to run is
You should re-run this any time you make changes, and it should only update files that have been changed.
The documentation build includes running almost all the optional features of QuTiP. If you get failure messages in red, make sure you have installed all of the optional dependencies for the main library.
The HTML files will be placed in the
You can open the file
_build/html/index.html in your web browser to check the output.
All user guide pages and docstrings are parsed by Sphinx using reStructuredText.
There is a general Sphinx usage guide, which has a lot of information that can sometimes be a little tricky to follow.
It may be easier just to look at other
.rst files already in the documentation to copy the different styles.
reStructuredText is a very different language to the Markdown that you might be familiar with. It’s always worth checking your work in a web browser to make sure it’s appeared the way you intended.
There are unfortunately no automated tests for the documentation.
You should ensure that no errors appeared in red when you ran
Try not to introduce any new warnings during the build process.
The main test is to open the HTML pages you have built (open
_build/html/index.html in your web browser), and click through to the relevant pages to make sure everything has rendered the way you expected it to.