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Snorkel Release Guide

Before You Start

Make sure you have PyPI account with maintainer access to the Snorkel project. Create a .pypirc in your home directory. It should look like this:

[distutils]
index-servers =
  pypi
  pypitest

[pypi]
username=YOUR_USERNAME
password=YOUR_PASSWORD

Then run chmod 600 ./.pypirc so only you can read/write.

Release Steps

  1. Make sure you're in the top-level snorkel directory.

  2. Make certain your branch is in sync with head:

    $ git pull origin main

  3. Add a new changelog entry for the release.

    ##  [0.9.0]
### [Breaking Changes]
### [Added]
### [Changed]
### [Deprecated]
### [Removed]

Make sure CHANGELOG.md is up to date for the release: compare against PRs merged since the last release.

  1. Update version to, e.g. 0.9.0 (remove the +dev label) in snorkel/version.py.

  2. Commit these changes and create a PR:

    git checkout -b release-v0.9.0
git add . -u
git commit -m "[RELEASE]: v0.9.0"
git push --set-upstream origin release-v0.9.0

  3. Once the PR is approved, merge it and pull main locally.

  4. Tag the release:

    git tag -a v0.9.0 -m "v0.9.0 release"
git push origin v0.9.0

  5. Build source & wheel distributions:

    rm -rf dist build  # clean old builds & distributions
python3 setup.py sdist  # create a source distribution
python3 setup.py bdist_wheel  # create a universal wheel

  6. Check that everything looks correct by installing the wheel locally and checking the version:

    python3 -m venv test_snorkel  # create a virtualenv for testing
source test_snorkel/bin/activate  # activate virtualenv
python3 -m pip install dist/snorkel-0.9.1-py3-none-any.whl
python3 -c "import snorkel; print(snorkel.__version__)"

  7. Publish to PyPI

    pip install twine  # if not installed
twine upload dist/* -r pypi

  8. A PR is auto-submitted (this will take a few hours) on conda-forge/snorkel-feedstock to update the version.

    • A maintainer needs to accept and merge those changes.

  9. Create a new release on Github.

    • Input the recently-created Tag Version: v0.9.0
    • Copy the release notes in CHANGELOG.md to the GitHub tag.
    • Attach the resulting binaries in (dist/snorkel-x.x.x.*) to the release.
    • Publish the release.

  10. Update version to, e.g. 0.9.1+dev in snorkel/version.py.

  11. Add a new changelog entry for the unreleased version in CHANGELOG.md:

    ##  [Unreleased]
### [Breaking Changes]
### [Added]
### [Changed]
### [Deprecated]
### [Removed]

  12. Commit these changes and create a PR:

    git checkout -b bump-v0.9.1+dev
git add . -u
git commit -m "[BUMP]: v0.9.1+dev"
git push --set-upstream origin bump-v0.9.1+dev

  13. Add the new tag to the Snorkel project on ReadTheDocs,

    • Trigger a build for main to pull new tags.
    • Go to the "Versions" tab, and "Activate" the new tag.
    • Go to Admin/Advanced to set this tag as the new default version.
    • In "Overview", make sure a build is triggered:
      • For the tag v0.9.1
      • For latest

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