Rachelint commented on PR #11827:
URL: https://github.com/apache/datafusion/pull/11827#issuecomment-2347092811

   This is the number from my local test with a subset(15%) of 
`hits_partitioned`:
   
   ```
   // Main(3ece7a736193)
   Q5: SELECT "WatchID", "ClientIP", COUNT(*) AS c, 
approx_median("ResponseStartTiming") tmed FROM hits GROUP BY "WatchID", 
"ClientIP" ORDER BY c DESC LIMIT 10;
   Query 5 iteration 0 took 17567.8 ms and returned 10 rows
   Query 5 iteration 1 took 17462.8 ms and returned 10 rows
   Query 5 iteration 2 took 17442.4 ms and returned 10 rows
   Query 5 iteration 3 took 17569.0 ms and returned 10 rows
   Query 5 iteration 4 took 17527.8 ms and returned 10 rows
   
   // This pr's branch(have rebased 3ece7a736193)
   Q5: SELECT "WatchID", "ClientIP", COUNT(*) AS c, 
approx_median("ResponseStartTiming") tmed FROM hits GROUP BY "WatchID", 
"ClientIP" ORDER BY c DESC LIMIT 10;
   Query 5 iteration 0 took 12093.5 ms and returned 10 rows
   Query 5 iteration 1 took 12234.2 ms and returned 10 rows
   Query 5 iteration 2 took 11951.3 ms and returned 10 rows
   Query 5 iteration 3 took 12066.6 ms and returned 10 rows
   Query 5 iteration 4 took 11963.1 ms and returned 10 rows
   ```


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