andygrove commented on PR #5394:
URL: 
https://github.com/apache/datafusion-comet/pull/5394#issuecomment-5345576046

   Both fixed in 2f94707. On the first one — I couldn't find a way to identify 
the root plan at rule-application time. Subqueries are prepared before the 
outer plan with nothing to distinguish them, and matching the incoming plan 
against the root QueryExecution's output breaks down for commands and write 
plans, which would then get no report at all. So instead of one report owned by 
the root, each independently planned plan gets one: the outer query plus one 
per separately prepared subquery. Dedupe is now keyed on execution ID and plan, 
and AQE's per-stage and post-re-optimization applications are skipped as 
re-plans of something already reported, so the stage spam the execution-ID 
cache was there to prevent is still gone. Does that seem like a reasonable 
trade to you, or would you rather see the root identified even if some plan 
shapes drop out of reporting?
   
   The second one was as you described. The preview now inserts transitions and 
runs both post-columnar rules. RevertNativeForTransitionHeavyStages needed a 
new entry point for this: its `apply` takes the AQE branch when AQE is on, 
which only judges the topmost stage, whereas the preview holds a plan that 
hasn't been split into stages, so it needs every shuffle boundary visited. The 
new test builds your regression configuration, reads the coverage out of the 
captured report, and compares it against `CometCoverageStats` for the plan 
Comet really executes — before the fix the report claimed 4/4 with no 
transitions against a real 3/4 with one.
   
   What the preview still can't match is AQE re-planning: it describes the 
pre-adaptive plan and applies the post-columnar rules to it in one pass rather 
than per stage. That's called out in the user guide alongside the 
native-planning caveat.


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