Making Python releases

There are three stages to this process, which will result in at least two git commits and one git tag.

Stage 1: Preparing

Before making a release, we do a few things to prepare:

  1. Ensure master is up-to-date by doing git pull.

  2. Run check-manifest to ensure that all files are included in the release.

  3. Run all tests to ensure they pass on all supported platforms, including slow tests that are normally skipped. The exact command will depend on the repository, but for Nengo core it’s

    pytest --pyargs nengo --plots --analytics --logs --slow
  4. Review all of the outputs (e.g., plots) generated from the test suite for abnormalities.

  5. Run all tests for projects that depend on your project. For example, Nengo OCL depends on Nengo core so we run those tests with

    pytest --pyargs nengo --plots --simulator nengo_ocl.Simulator

    If any tests fail, attempt to fix them in your project. If they cannot be fixed and require upstream changes, then file an issue with that project or contact its maintainer to determine how to proceed.

  6. Build documentation and review it for abnormalities.

  7. Commit all changes from the above steps before moving on to the next stage.

Note that any fixes done as a result of Stage 1 should be done through the normal process of making a pull request and going through review. However, from Stage 2 onward, the work is done directly on the master branch. Proceed with caution!

Stage 2: Releasing

Once everything is prepared, we’re ready to do the release. It should be okay to work in the same directory that you do development, but if you want to be extra safe, you can do a fresh clone of the repository into a separate directory.

  1. Change the version information for your project. For most Python projects, it lives in project/ See that file for details.

  2. Set the release date in the changelog (usually CHANGES.rst).

  3. Run collective.checkdocs to ensure proper formatting for PyPI.

    python checkdocs
  4. git add the changes above and make a release commit with

    git commit -m "Release version X.Y.Z"
  5. Create release packages. We build source distributions and wheels whenever possible.

    python sdist bdist_wheel
  6. Review the release packages to ensure extra files (like those in .ipynb_checkpoints) are not included. The size of the package is a good indication of whether extra files are present.

  7. Upload the release packages to PyPI.

    twine upload dist/<package-version>.tar.gz
    twine upload dist/<package-version-extratags>.whl
  8. Tag the release commit with the version number; i.e.,

    git tag -a vX.Y.Z

    We use annotated tags for the authorship information; if you wish to provide a message with information about the release, feel free, but it is not necessary.

  9. git push origin master and git push origin vX.Y.Z. Pushing the tag will trigger a build and deployment of the documentation.

Stage 3: Cleaning up

Your project is now released! We need to do a few last things to put it back in a development state.

  1. Change the version information in project/ See that file for details.

  2. Make a new changelog section in CHANGES.rst in order to collect changes for the next release.

  3. git add the changes above and make a commit describing the current state of the repository and commit with

    git commit -m "Starting development of vX.Y.Z"
  4. git push origin master

Stage 4: Announcing

Now we have to let the world know about the new release. We do this in two ways for each release.

  1. Copy the changelog into the tag details on the Github release tab. Note that the changelog is in reStructuredText, while Github expects Markdown. Use Pandoc or a similar tool to convert between the two formats. For Pandoc, we recommend the following command

    pandoc -t markdown_github -f rst+hard_line_breaks CHANGES.rst
  2. Write a release announcement. Generally, it’s easiest to start from the last release announcement and change it to make sense with the current release so that the overall template of each announcement is similar.

All release announcements should be posted on the forum and on the ABR website.

For a major release (e.g., the first release of a new backend, or a milestone release like 1.0), consider writing a more general and elaborate announcement and posting it to wider-reaching venues, such as the comp-neuro mailing list, Planet SciPy, and Planet Python.