zhengruifeng opened a new pull request, #56185:
URL: https://github.com/apache/spark/pull/56185

   ### What changes were proposed in this pull request?
   
   Replace the single `if:` skip-condition in 
`.github/workflows/build_main.yml` with a `gate` precondition job that decides 
whether to invoke the reusable `build_and_test.yml` workflow.
   
   The gate runs on `ubuntu-slim`, checks out the repo with `fetch-depth: 0`, 
and emits a `run` output:
   
   - on forks' `master` pushes: `run=false` (preserves the existing "Sync fork" 
skip)
   - on `apache/spark` `branch-4.x` pushes: `run=true` only when `git rev-list 
--count HEAD` is a multiple of 10 (every 10th post-merge commit)
   - everything else: `run=true`
   
   `call-build-and-test` then gates on `needs.gate.outputs.run == 'true'`.
   
   This PR lands the structure on `master`. The behavioral savings come from 
the equivalent change being backported to `branch-4.x`'s own 
`.github/workflows/build_main.yml` (where post-merge `Build` runs are read 
from).
   
   ### Why are the changes needed?
   
   Every post-merge commit on `branch-4.x` currently triggers the full `Build` 
workflow, which is the same matrix the master line already runs. Sampling every 
10th post-merge commit saves CI resources while still catching regressions 
reasonably quickly.
   
   PRs targeting `branch-4.x` are unaffected: their CI runs on the 
contributor's fork, where `github.repository != 'apache/spark'` and the gate 
falls through to `run=true`.
   
   ### Does this PR introduce _any_ user-facing change?
   
   No.
   
   ### How was this patch tested?
   
   Workflow change; will be exercised by the gate job itself once merged. The 
logic is also verifiable by reading the bash conditions in `build_main.yml`.
   
   ### Was this patch authored or co-authored using generative AI tooling?
   
   Generated-by: Claude Opus 4.7


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