anthonychengit opened a new pull request, #8530:
URL: https://github.com/apache/texera/pull/8530

   ### What changes were proposed in this PR?
   
   Map Amber's four binary-license/NOTICE manifests to the CI stacks that 
validate them, and add a regression test that protects the mapping.
   
   | Before | After |
   | --- | --- |
   | Manifest-only edit → labeler removes stack labels → validation skips | 
Java/NOTICE edit → `engine`; Python license edit → `pyamber` |
   
   The Python-only manifest intentionally does not select the Scala `engine` 
stack.
   
   ### Any related issues, documentation, discussions?
   
   Closes #8294
   
   ### How was this PR tested?
   
   The regression test failed on the original labeler configuration, then 
passed with this change:
   
   ```bash
   bash -lc './.github/scripts/test_labeler_manifests.sh'
   bash -n .github/scripts/test_labeler_manifests.sh
   ```
   
   ### Was this PR authored or co-authored using generative AI tooling?
   
   Generated-by: Codex was used for implementation and verification assistance. 
I reviewed the final code and test output before submission.
   


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