Dandandan opened a new pull request #9070:
URL: https://github.com/apache/arrow/pull/9070


   This is based on a earlier PR and is meant to help discussing a solution for 
https://issues.apache.org/jira/browse/ARROW-11030
   
   The benchmark results look very promising, mostly removing the overhead of 
small bathes. For a very small batch size of 64, on tcph q 12:
   
   ```
   Query 12 iteration 0 took 1726.5 ms
   Query 12 iteration 1 took 1722.5 ms
   Query 12 iteration 2 took 1781.3 ms
   Query 12 iteration 3 took 1830.6 ms
   ```
   
   Master
   
   ```
   Query 12 iteration 0 took 11925.1 ms
   ```


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