JingsongLi commented on PR #10284:
URL: https://github.com/apache/paimon/pull/10284#issuecomment-5936003621

   The production time-travel path looks correct after review: manual-only 
snapshot groups are skipped, valid auto tags on expired snapshots remain 
resolvable, and the existing multiple-auto-tag invariant is retained. Normal 
Maven `TagPreviewTest` + `TagManagerTest` passed (8 tests), including the real 
commit/tag/expiration regression.
   
   CI is still red at this HEAD. The Spark 3 / Scala 2.12 job failed in “Paimon 
procedure: frozen used mark survives stale sidecar recompute” with 
`SparkException: unregisterAllMapAndMergeOutput called for nonexistent shuffle 
ID 83` (1019 tests succeeded, one failed). This failure does not implicate the 
changed tag-preview path, but production readiness still needs a green rerun of 
that job: 
https://github.com/apache/paimon/actions/runs/36344997576/job/108692319567
   


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