philo-he commented on issue #12288:
URL: https://github.com/apache/gluten/issues/12288#issuecomment-5125913300

   > Adding one recent fan-out snapshot (not aggregate data): x86 run 
[30218534234](https://github.com/apache/gluten/actions/runs/30218534234) 
expanded to 41 jobs / 1,595.8 runner-minutes (929.3 Spark, 604.1 TPC). 
Separately, [#12630](https://github.com/apache/gluten/pull/12630) changed one 
line under `ep/build-velox/**` and triggered x86, ARM, and Enhanced—48 workflow 
jobs in total.
   > 
   > Would a report-only changed-component classifier be useful first—only 
recording the proposed CI tier without changing coverage—so we can collect 
evidence before deciding whether to split a linked sub-issue?
   
   @Smallfu666, Thanks for the comment. The current workflow is a bit 
conservative. That said, we do have cases where a small change in a build 
script can affect a Spark test, for example, the build options for simdjson can 
change JSON parsing behavior. I'm not sure what the best practice is for CI 
trigger control. We may have to make a tradeoff: avoid wasting too much GHA 
resource, while relying on the daily full test run to catch any problematic 
merged PR.


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