It's hard to ask committers to manually edit the git message. Shall we
introduce a PR label, and the merge script can adjust the commit message if
it sees the PR label?

On Wed, Jul 29, 2026 at 9:30 AM Tian Gao via dev <[email protected]>
wrote:

> https://github.com/apache/spark/actions/metrics/usage
>
> I believe this is accessible to everyone. The ASF github action worker
> policy is at https://infra.apache.org/github-actions-policy.html
>
> On Tue, Jul 28, 2026 at 5:37 PM Nicholas Chammas <
> [email protected]> wrote:
>
>>
>> > On Jul 28, 2026, at 3:26 PM, Tian Gao via dev <[email protected]>
>> wrote:
>> >
>> > We've been struggling with our CI usage. With significant recent effort
>> from the community, we have managed to keep usage barely under the limit
>> (though sometimes slightly over).
>>
>> Is there some place we can see a report on our usage vs. the ASF limit?
>> Do we have a basic analysis of where the CI time is being spent, broken
>> down by job and step?
>>
>> I don’t have a opinion on the git trailer (mainly because it’s a decision
>> for committers only), but as a contributor who has recently spent a good
>> chunk of time studying our CI infrastructure, I have wondered about where
>> our usage is all going.
>>
>> Nick
>>
>>

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