Release process

1. Bump the version in alibi/version.py to the release version (e.g. 0.1.1dev to 0.1.1)

2. Commit the change with a message e.g.

   git commit -m 'v0.1.1'

3. Add a tag

   git tag v0.1.1

4. Push the change and the tag

   git push git push origin v0.1.1

5. Generate CHANGELOG.md with github_changelog_generator

   github_changelog_generator -t your-github-token SeldonIO/alibi

6. Commit the CHANGELOG.md to master and push

7. On Github a release will be automatically published when you pushed the tag, delete this and create a new tag so that the CHANGELOG.md is included in this release. When creating the release, copy the changes relevant to this release from CHANGELOG.md

8. Build the python package

   make build_pypi

9. Publish the package on test PyPI to check everything is working fine

   make push_pypi_test

10. Check that it can be intalled from the test PyPI

    pip install --index-url https://test.pypi.org/simple/ --extra-index-url https://pypi.org/simple alibi

11. If everything works, publish to real PyPI

    make push_pypi