How to make a Gammapy release

This page contains step-by-step instructions how to make a Gammapy release.


We have structured the procedure in three phases:

  1. “Pre release” – on a day (or several days) before making the release
  2. “Make release” – on the day of making the release (tag the stable version and make source release on PyPI)
  3. “Post release” – on the day when announcing the release (ideally only two or three days after making the release)

The purpose of writing the procedure down explicitly is to make it easy for anyone to make a release (as opposed to one or a few people with secret knowledge how to do it). It’s also good to not have to remember this stuff, and to avoid errors or forgotten steps.

Note that we currently don’t do bugfix releases, i.e. making a release is always simple in the sense that you just need to create a branch off of master. Making bugfix releases would be more difficult and involve identifying commits with bug fixes and backporting those to the stable branches.

In these notes we’ll use the Gammapy 0.3 release as an example.

Pre release

Steps to prepare for the release (e.g. a week before) to check that things are in order:

  1. Check the issue (example: ) and milestone (example: ) for the release. Try to get developers to finish up their PRs, try to help fix bugs, and postpone non-critical issues to the next release.

  2. Follow the instructions here to check that the astropy-helpers sub-module in Gammapy is pointing to the latest stable astropy-helpers release and whether there have been any fixes / changes to the Astropy package-template since the last Gammapy release that should be copied over. In Gammapy we are using the method that’s described in the section “managing the template files manually” that’s described. If there are any updates to be done, you should do them via a PR so that travis-ci testing can run.

  3. Do these extra checks and clean up any warnings / errors that come up:

    make trailing-spaces
    make code-analysis
    python test -V --remote-data
  4. Check external HTML links from the docs (see here).

  5. Check that the travis-ci build is working.

    Links are at

  6. Check that the changelog is complete, by going through the list of Github issues for the release milestone.

  7. Update MyBinder Dockerfile changing the Gammapy release number in three different lines.

Make release

Steps for the day of the release:

  1. Mention release on the front page and on the news page of the Gammapy webpage.
  2. Follow the instructions how to release an Astropy affiliated package here.
  3. Check that the tarball and description (which is from LONG_DESCRIPTION.rst) on PyPI is OK.
  4. Update the Gammapy stable branch to point to the new tag as described here.
  5. Add the new version of docs in gammapy-docs Github repository
  6. Add the environment and tutorials YAML files in gammapy-webpage Github repository
  7. Edit the Binder link in README.rst file to point to the released version branch
  8. Draft the release announcement as a new file in (usually by copy & pasting the announcement from the last release)
  9. Update the Gammapy conda-forge package at
  10. Update Gammapy Macports package at
  11. Encourage the Gammapy developers to try out the new stable version (update and run tests) via the Github issue for the release and wait a day or two for feedback.

Post release

Steps for the day to announce the release:

  1. Send release announcement to the Gammapy mailing list and on Gammapy Slack (using the version you drafted in ).

  2. If it’s a big release with important new features or fixes, also send the release announcement to the following mailing lists (decide on a case by case basis, if it’s relevant to the group of people):

  3. Make sure the release milestone and issue is closed on Github

  4. Update these release notes with any useful infos / steps that you learned while making the release (ideally try to script / automate the task or check, e.g. as a make release-check-xyz target.

  5. Open a milestone and issue for the next release (and possibly also a milestone for the release after, so that low-priority issues can already be moved there) Find a release manager for the next release, assign the release issue to her / him, and ideally put a tentative date (to help developers plan their time for the coming weeks and months).

  6. Start working on the next release. :-)