vincev commented on issue #4973:
URL: 
https://github.com/apache/arrow-datafusion/issues/4973#issuecomment-1619815087

   @alamb spent a bit of time looking at the median aggregator, I was able to 
reduce the time from ~22secs to ~2secs by reducing the number of allocations:
   
   ```
   $ time ./target/release/datafusion-median
   +--------------+--------------+----------+
   | payment_type | total_amount | n        |
   +--------------+--------------+----------+
   | 5            | 5.275        | 6        |
   | 3            | 7.7          | 194323   |
   | 4            | -6.8         | 244364   |
   | 0            | 23.0         | 1368303  |
   | 2            | 13.3         | 7763339  |
   | 1            | 16.56        | 30085763 |
   +--------------+--------------+----------+
   
   real    0m2.514s
   user    0m4.725s
   sys     0m1.765s
   ```
   
   I have created https://github.com/apache/arrow-datafusion/pull/6837.


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