Yicong-Huang opened a new issue, #4627:
URL: https://github.com/apache/texera/issues/4627

   ### Task Summary
   
   Umbrella for the "optional CI" line of work: make the Build workflow's main 
stacks (`frontend`, `scala`, `python`, `agent-service`) and the per-target 
backport matrix run only for the stacks a PR actually touches, driven by the 
labels applied by the Pull Request Labeler.
   
   ### Motivation
   
   Today every PR pays the full CI matrix (frontend × 3 OS, scala, python × 4 
versions, agent-service × 2 OS, plus a backport matrix per `release/*` label). 
Pure frontend changes pay the scala/python tax; docs-only PRs wait on sbt; 
release-labelled docs PRs spawn an entire backport matrix that builds nothing 
relevant. The labels the Pull Request Labeler already produces are a 
near-perfect signal for what each PR actually needs to verify.
   
   ### Sub-issues
   
   - #4621 — Skip non-relevant CI stacks based on changed file paths 
*(framework: precheck waits for labeler, gates `run_*` outputs on labels; 
landed in #4622)*
   - #4625 — Skip non-frontend stacks on frontend-only PRs *(adds the 
`frontend`-only / `{frontend, docs, dev}` rule; #4626)*
   
   ### Future candidates (open as new sub-issues when prioritized)
   
   - Symmetric rules for `python` / `engine` / `service` only PRs.
   - Skipping individual matrix combinations (e.g. only running frontend on 
`ubuntu-latest` for non-frontend PRs that still touch shared infra).
   - Treating `ci` / `dependencies` labels explicitly (currently they fall into 
the catch-all "run everything" branch).
   
   ### Priority
   
   P2 – Medium
   
   ### Task Type
   
   - [x] Code Implementation
   - [x] DevOps / Deployment
   


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