It may be worth reaching out to the Airflow project.  Based on
https://cwiki.apache.org/confluence/display/BUILDS/GitHub+Actions+status
it seems they have been investing time into figuring how to make
self-hosted runners work (it seems Github's patching model makes this
somewhat difficult).

On Wed, Apr 14, 2021 at 12:28 PM Antoine Pitrou <anto...@python.org> wrote:
>
>
> Hi Krisztian,
>
> Thanks for bringing this up.  This is definitely becoming a
> high-priority topic for Arrow development.
>
> I don't believe there is much opportunity for reducing the number of
> builds or their runtime.  We simply have a lot of development going on,
> and the number of different CI jobs we have is simply because we need to
> support many different configurations (and past experience has shown
> that they quickly stop working if we don't monitor them on a regular basis).
>
> So I think the only path forward is to build up (== buy, probably) our
> own execution resources for CI.  Whether that entails using Github
> self-hosted runners, Buildkite, or yet another system, I have no idea.
>
> I'll submit two requirements though:
> - the configuration for CI builds must be kept in the Arrow repository
>    (as they are currently in .github, etc.)
> - CI builds must be runnable from PRs
>
> Regards
>
> Antoine.
>
>
> Le 15/04/2021 à 00:14, Krisztián Szűcs a écrit :
> > Hi,
> >
> > The Apache Github Actions agent pool seems to be oversubscribed as
> > more Apache projects migrate their CI setup to GHA. We experienced
> > pretty solid feedback times (~20-30m) when we originally moved to GHA
> > but now we are roughly 5hrs behind [1].
> >
> > Based on other projects' complaints and discussions [2][3] (doesn't
> > have all the links at hand) we can't expect a short term solution from
> > infra. I think we *need* to figure out something on the project level
> > instead to maintain the overall project health and to improve the
> > development velocity.
> >
> > I don't have a concrete proposal at the moment, but we should start to
> > collect the available options. Ideas?
> >
> > Thanks, Krisztian
> >
> > [1]: https://github.com/apache/arrow/actions?query=is%3Ain_progress
> > [2]: https://github.com/apache/pulsar/issues/9154
> > [3]: https://issues.apache.org/jira/browse/SPARK-34053
> >

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