tustvold opened a new pull request, #3386:
URL: https://github.com/apache/arrow-datafusion/pull/3386

   _Draft as depends on https://github.com/apache/arrow-rs/pull/2593_
   
   # Which issue does this PR close?
   
   <!--
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link an issue to this PR using the GitHub syntax. For example `Closes #123` 
indicates that this PR will close issue #123.
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   Part of #416
   
    # Rationale for this change
   <!--
    Why are you proposing this change? If this is already explained clearly in 
the issue then this section is not needed.
    Explaining clearly why changes are proposed helps reviewers understand your 
changes and offer better suggestions for fixes.  
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   ```
   merge i64               time:   [18.361 ms 18.383 ms 18.406 ms]              
        
                           change: [-53.779% -53.520% -53.283%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 3 outliers among 100 measurements (3.00%)
     1 (1.00%) low mild
     1 (1.00%) high mild
     1 (1.00%) high severe
   
   merge f64               time:   [18.271 ms 18.289 ms 18.307 ms]              
        
                           change: [-53.881% -53.730% -53.598%] (p = 0.00 < 
0.05)
                           Performance has improved.
   
   merge utf8 low cardinality                                                   
                         
                           time:   [17.168 ms 17.185 ms 17.203 ms]
                           change: [-62.941% -62.831% -62.731%] (p = 0.00 < 
0.05)
                           Performance has improved.
   
   merge utf8 high cardinality                                                  
                          
                           time:   [19.513 ms 19.539 ms 19.566 ms]
                           change: [-54.113% -54.022% -53.932%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 1 outliers among 100 measurements (1.00%)
     1 (1.00%) high mild
   
   merge utf8 tuple        time:   [27.579 ms 27.608 ms 27.639 ms]              
               
                           change: [-56.213% -56.134% -56.054%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 1 outliers among 100 measurements (1.00%)
     1 (1.00%) high mild
   
   merge utf8 dictionary   time:   [16.251 ms 16.265 ms 16.280 ms]              
                    
                           change: [-65.210% -65.063% -64.945%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 2 outliers among 100 measurements (2.00%)
     2 (2.00%) high mild
   
   merge utf8 dictionary tuple                                                  
                          
                           time:   [19.057 ms 19.081 ms 19.111 ms]
                           change: [-70.756% -70.581% -70.418%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 4 outliers among 100 measurements (4.00%)
     2 (2.00%) low mild
     1 (1.00%) high mild
     1 (1.00%) high severe
   
   merge mixed utf8 dictionary tuple                                            
                                
                           time:   [24.586 ms 24.634 ms 24.684 ms]
                           change: [-63.732% -63.583% -63.439%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 2 outliers among 100 measurements (2.00%)
     1 (1.00%) high mild
     1 (1.00%) high severe
   
   merge mixed tuple       time:   [27.034 ms 27.075 ms 27.119 ms]              
                
                           change: [-47.178% -46.969% -46.762%] (p = 0.00 < 
0.05)
                           Performance has improved.
   Found 2 outliers among 100 measurements (2.00%)
     1 (1.00%) high mild
     1 (1.00%) high severe
   ```
   
   # What changes are included in this PR?
   <!--
   There is no need to duplicate the description in the issue here but it is 
sometimes worth providing a summary of the individual changes in this PR.
   -->
   
   # Are there any user-facing changes?
   <!--
   If there are user-facing changes then we may require documentation to be 
updated before approving the PR.
   -->
   
   <!--
   If there are any breaking changes to public APIs, please add the `api 
change` label.
   -->


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