I filed an issue in the datafusion repo as well, since not everyone is on
the mailing list.

https://github.com/apache/arrow-datafusion/issues/5601

On Tue, Mar 14, 2023 at 9:36 AM Andy Grove <andygrov...@gmail.com> wrote:

> We have been using github-changelog-generator [1] to generate changelogs
> for the Rust projects for some time now. It has served us well but is no
> longer workable, at least for DataFusion. This tool seems to pull down the
> entire project history using the GitHub API and we had to artificially slow
> it down to avoid hitting API rate limits, and it is now unusable due to the
> number of issues and PRs in this repo.
>
> This weekend, I built a much simpler changelog generator in Python [2],
> that I am now using for the projects that I am the release manager for
> (datafusion, datafusion-python, ballista). It has almost the same
> functionality that we were getting from the previous generator, but takes
> less than a minute to run, compared to 30+ minutes for the old generator.
> It only hits the GitHub API for information about commits and pull requests
> in the release being documented, rather than accessing the entire project
> history.
>
> I followed the same approach of using GitHub labels to categorize PRs
> (enhancements, bug fixes, docs, etc) but this requires a small amount of
> manual effort to add those labels and re-generate the changelog.
>
> I noticed that some contributors are already prefixing PR titles with
> "feat:", "feature:", "fix:", "docs:", etc. I plan on updating the changelog
> generator to recognize these prefixes as well, to help automate my job.
>
> I wonder if it is worth formalizing these "semantic titles" more, and
> maybe having CI enforce them. It would improve the quality of our
> changelogs and reduce the burden on release managers.
>
> I would appreciate any feedback on this idea.
>
> Thanks,
>
> Andy.
>
>
> [1]
> https://github.com/github-changelog-generator/github-changelog-generator
> [2] https://github.com/andygrove/changelog-genie
>

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