richox opened a new pull request, #4301:
URL: https://github.com/apache/arrow-datafusion/pull/4301

   # Which issue does this PR close?
   
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   Closes #4300.
   
   # Rationale for this change
   
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   # What changes are included in this PR?
   
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   # Are these changes tested?
   
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   running benchmarks with `cargo bench --bench merge`:
   
   ```
   merge i64               time:   [8.0959 ms 8.2001 ms 8.3260 ms]
                           change: [-58.629% -57.906% -57.138%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 11 outliers among 100 measurements (11.00%)
     4 (4.00%) high mild
     7 (7.00%) high severe
   
   merge f64               time:   [8.2829 ms 8.3378 ms 8.4028 ms]
                           change: [-56.127% -55.475% -54.829%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 10 outliers among 100 measurements (10.00%)
     5 (5.00%) high mild
     5 (5.00%) high severe
   
   merge utf8 low cardinality
                           time:   [7.5418 ms 7.6425 ms 7.7538 ms]
                           change: [-65.897% -65.335% -64.703%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 13 outliers among 100 measurements (13.00%)
     7 (7.00%) high mild
     6 (6.00%) high severe
   
   merge utf8 high cardinality
                           time:   [9.9438 ms 10.094 ms 10.257 ms]
                           change: [-52.043% -51.155% -50.249%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 8 outliers among 100 measurements (8.00%)
     4 (4.00%) high mild
     4 (4.00%) high severe
   
   merge utf8 tuple        time:   [20.197 ms 20.493 ms 20.826 ms]
                           change: [-40.663% -39.505% -38.279%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 10 outliers among 100 measurements (10.00%)
     6 (6.00%) high mild
     4 (4.00%) high severe
   
   merge utf8 dictionary   time:   [5.1537 ms 5.2135 ms 5.2788 ms]
                           change: [-72.062% -71.616% -71.137%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 8 outliers among 100 measurements (8.00%)
     7 (7.00%) high mild
     1 (1.00%) high severe
   
   merge utf8 dictionary tuple
                           time:   [7.9585 ms 8.0592 ms 8.1797 ms]
                           change: [-63.981% -63.324% -62.678%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 11 outliers among 100 measurements (11.00%)
     6 (6.00%) high mild
     5 (5.00%) high severe
   
   merge mixed utf8 dictionary tuple
                           time:   [14.528 ms 14.669 ms 14.829 ms]
                           change: [-43.886% -43.201% -42.489%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 10 outliers among 100 measurements (10.00%)
     5 (5.00%) high mild
     5 (5.00%) high severe
   
   merge mixed tuple       time:   [17.824 ms 18.068 ms 18.333 ms]
                           change: [-39.957% -38.888% -37.748%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 5 outliers among 100 measurements (5.00%)
     4 (4.00%) high mild
     1 (1.00%) high severe
   
   ```
   # Are there any user-facing changes?
   
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