Thanks for the tips.

For your first suggestion, we took a different route to the same goal, using a 
change-detector action and job-level gating, which has advantages for our 
setup, but we do use “paths:” in several workflows.

For the second one, we are using concurrency & cancel-in-progress, so all set 
there. However, we’re using “github.run_id” rather than “github.ref” there, 
since on push events, run_id lets every commit to master get fully validated, 
whereas ref would cancel in-progress master validations when commits land 
back-to-back (happening an awful lot right now).

All the important PRs mentioned in my last email have landed, and we’re just 
doing touch-ups now. Hopefully the situation has drastically improved, though 
ironically, a ton of PRs need rebasing now, so pardon the CI churn while we do 
so with the current backlog.

Thanks again,

-e-

Evan Rusackas
Preset | preset.io
On Jun 4, 2026 at 1:09 AM -0700, Bob Thomson <[email protected]>, wrote:
> I have been experimenting with pointing Gemini at public repos and prompting:
>
> "Analyse the GitHub Actions workflows in this repo 
> https://github.com/apache/PROJECT/tree/master/.github and report on possible 
> causes of long run time/high number of runs of GitHub Actions"
>
> One output here was:
>
> The Problem: Changes to frontend UI files (.ts, .tsx, .less) frequently 
> trigger backend Python unit test runs, and vice versa. Unless paths are 
> explicitly managed on every configuration entry, the entire testing suite 
> runs for micro-commits affecting only one side of the stack.
> The Fix: Workflows must feature distinct path-routing restrictions:
>
> And the suggestion change was:
>
> # For frontend workflows
> on:
> pull_request:
> paths:
> - 'superset-frontend/**'
>
> I am no expert on Actions or this project, but thought I'd pass it on in case 
> it is helpful.
>
> A second one was:
>
> concurrency:
> group: ${{ github.workflow }}-${{ github.event.pull_request.number || 
> github.ref }}
> cancel-in-progress: true
>
> Which is said to ensure that, when a PR is opened and workflows are running 
> for it, and a further new commit is made to the same PR, the old runs from 
> the first commit are then cancelled - otherwise an open PR that gets 3 more 
> commits pushed, resulst in 3 lots of workflows running for the one PR, 2 of 
> which are redundant.
>
> Hope these are useful, or at least food for thought on other possible 
> steamlining improvements.
>
> Kind regards,
> -Bob Thomson
>
>
> On 2026/06/03 18:22:55 Evan Rusackas wrote:
> > Hi Bob (and all)
> >
> > Thanks for the heads up on this. I just opened a swath of PRs that should 
> > cut this down significantly. I’m working with PMC members to 
> > assess/touch-up/review/merge:
> >
> >
> > 1. This PR takes us from 6 Cypress runners down to 5, and takes the 
> > /app/prefix smoke test (only running on master now) down from 2 runners to 
> > 1. https://github.com/apache/superset/pull/40717
> > 2. Cypress runners were all spinning up BEFORE they checked to see if they 
> > were needed. This should fix that: 
> > https://github.com/apache/superset/pull/40718
> > 3. Gating E2E behind pre-commit. That's such a common failure that we 
> > probably needn't test E2E until it passes. See the caveats here, there are 
> > some visibility and fork-based PR caveats: 
> > https://github.com/apache/superset/pull/40719
> > 4. run unit/integration tests on CURRENT python version on PRs, and full 
> > version matrix (3.10-3.12) on master: 
> > https://github.com/apache/superset/pull/40722
> > 5. Don't run CodeQL checks on docs-only changes: 
> > https://github.com/apache/superset/pull/40724
> > 6. Cancel-in-progress on a few things that churn needlessly on every 
> > commit: https://github.com/apache/superset/pull/40725
> > 7. Only build docker on docker-relevant changes: 
> > https://github.com/apache/superset/pull/40723
> >
> > There’s an alternate (radical) solution of just NOT running E2E tests on 
> > PRs, but only running them on master. Sure would “nip it in the bud” cost 
> > wise, but has potential repercussions if we don’t keep a close eye on CI on 
> > `master`
> >
> > TL;DR: We’re whittling, and will ask for fresh reports (in private ASF 
> > Slack channels, probably) for impact results.
> >
> >
> > -e-
> >
> > Evan Rusackas
> > Preset | preset.io
> > On Jun 3, 2026 at 10:29 AM -0700, Bob Thomson <[email protected]>, wrote:
> > > Fewer parallel runs is essential yes - we are at 900/900 GitHub hosted 
> > > runner jobs/slots just now and looking at Superset Actions we can see 
> > > nearly 500 completed Supeset repo action runs in the last hour, some of 
> > > those are up to 25 minutes in execution time, so anything that can be 
> > > done to reduce the share of runner jobs used by Superset is an urgent 
> > > issue when we are at max jobs on runners on a daily basis now.
> > >
> > > Thanks.
> > >
> > > Kind regards,
> > > -Bob Thomson,
> > > ASF Infrastructure
> > >
> > > On 2026/05/22 19:54:16 Evan Rusackas wrote:
> > > > Hi Bob (and everyone here),
> > > >
> > > > Thanks for the alert. The unfortunate thing is that this will only get 
> > > > worse as we create/fix more things (security, dependabot, etc). Things 
> > > > only seem to be ramping up.
> > > >
> > > > So, agreed, we must whittle. Cypress is the obvious killer (about half 
> > > > the consumption). We’ll try to find ways to whittle away at this (we’re 
> > > > migrating to Playwright, but it takes time). We might also be able to 
> > > > spend less compute and more time by optimizing (or removing) some 
> > > > parallelization here.
> > > >
> > > > We’re also looking at moving from dependabot for all dependency bumps 
> > > > (a LOT of PRs) to `renovate` - which might optimize things a bit 
> > > > (bumping dependencies in groups) but we will need to also leave 
> > > > dependabot in place for security-driven fixes as well.
> > > >
> > > > As for Cypress tests, we have some “martixification” happening, that I 
> > > > think we can optimize. For the Superset folks reading this, I think we 
> > > > can split out the “app_root” tests to JUST run on merges to `master` 
> > > > rather than every PR. That’ll save ~50% right there, we just have to 
> > > > keep a better eye on CI on `master` (which we haven’t been great about 
> > > > historically, but we’re getting better).
> > > >
> > > > Here’s the app_root PR https://github.com/apache/superset/pull/40385
> > > >
> > > > We can also reduce the E2E parallelization shards from 6 to… I dunno… 3 
> > > > or 4. That’ll save a fair bit of setup time spinning up Superset 
> > > > instances. Tests will run a bit longer, but consume less overall. Seems 
> > > > like a fair tradeoff.
> > > >
> > > > Open to other ideas… maybe running fewer GHA workflows in parallel, and 
> > > > having things more sequentially to fail faster (like nothing runs until 
> > > > pre-commit passes, for example).
> > > >
> > > > Also, least importantly, we don’t have the access to see how we stack 
> > > > up against other projects, but I sure am curious.
> > > >
> > > > Anyone's thoughts/PRs welcomed.
> > > >
> > > > Evan Rusackas
> > > > Preset | preset.io
> > > > On May 22, 2026 at 4:46 AM -0700, Robert Thomson <[email protected]>, 
> > > > wrote:
> > > > > Hello, Superset PMC.
> > > > >
> > > > > In 2024, the ASF introduced the policy for GitHub Actions usage
> > > > > across the foundation[1]. The ASF Github shared pool of
> > > > > Github-hosted runners has been at, or very close to the limit of
> > > > > 900 jobs most of the time in the past few weeks and this is the
> > > > > case again today.
> > > > >
> > > > > Your project has been identified as being among the top 5 consumers of
> > > > > build time over the past 7 days and we request that you bring your
> > > > > usage down by stream-lining long-running builds. Contact Infra for
> > > > > a consultation if you are unable to streamline your builds further.
> > > > >
> > > > > You can use the infra reporting tool[2] to monitor your GHA usage as 
> > > > > you
> > > > > work on stream-lining, as well as locate any bottlenecks in the 
> > > > > workflows.
> > > > >
> > > > > Infra will allow you two weeks time (till the 8th of June, 2026) to
> > > > > progress this, but should you still be above the limits by then,
> > > > > without a viable path forward, we will be limiting your GHA usage.
> > > > >
> > > > > Kind regards,
> > > > > Bob Thomson, on behalf of ASF Infrastructure.
> > > > >
> > > > >
> > > > > [1] https://infra.apache.org/github-actions-policy.html
> > > > > [2]
> > > > > https://infra-reports.apache.org/#ghactions&project=superset&hours=24&limit=15&group=name
> > > >
> >

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