jerryshao commented on code in PR #12509:
URL: https://github.com/apache/gravitino/pull/12509#discussion_r3812027806


##########
core/src/main/java/org/apache/gravitino/job/JobManager.java:
##########
@@ -592,11 +595,30 @@ void pullAndUpdateJobStatus() {
             }
 
             if (newStatus != job.status()) {
+              boolean isStarted = newStatus == JobHandle.Status.STARTED;
               boolean isFinished =
                   newStatus == JobHandle.Status.SUCCEEDED
                       || newStatus == JobHandle.Status.FAILED
                       || newStatus == JobHandle.Status.CANCELLED;
 
+              // SUCCEEDED/FAILED prove the job actually ran, even when no 
poll ever observed
+              // it as STARTED (e.g. it transitioned QUEUED -> terminal 
between two polls). In
+              // that case, fall back to the job's queued time as the 
best-known lower bound for
+              // startedAt - leaving it unset would incorrectly imply the job 
never started.
+              // CANCELLED is deliberately excluded: a cancelled job may have 
been killed while
+              // still QUEUED and never started at all, so leaving startedAt 
unset stays
+              // accurate there.
+              boolean provenToHaveStarted =

Review Comment:
   Fixed — removed the SUCCEEDED/FAILED backfill fallback entirely. Confirmed 
both points in code: `NoSuchJobException` from the executor does get converted 
to `FAILED` above, and `LocalJobExecutor.runJob`'s outer `catch (Exception e)` 
can reach `FAILED` directly from `QUEUED` if `processBuilder.start()` itself 
throws, skipping the `STARTED` transition entirely. `startedAt` now stays unset 
unless a `STARTED` transition was actually observed.



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