wesm commented on pull request #7143:
URL: https://github.com/apache/arrow/pull/7143#issuecomment-649585468


   FWIW gcc benchmarks (sse4.2) on my machine (ubuntu 18.04 on i9-9960X)
   
   ```
   $ archery benchmark diff --cc=gcc-8 --cxx=g++-8 emkornfield/ARROW-8504 
master --suite-filter=parquet-arrow
                                   benchmark         baseline        contender  
change %            counters
   35     BM_ReadColumn<true,Int64Type>/75/1  267.930 MiB/sec  275.083 MiB/sec  
   2.670   {'iterations': 2}
   6      BM_ReadColumn<true,Int32Type>/99/0  238.381 MiB/sec  244.286 MiB/sec  
   2.477   {'iterations': 3}
   10   BM_ReadColumn<true,DoubleType>/10/50  270.775 MiB/sec  275.249 MiB/sec  
   1.652   {'iterations': 2}
   31     BM_ReadColumn<true,Int32Type>/25/5  171.549 MiB/sec  174.237 MiB/sec  
   1.567   {'iterations': 2}
   29    BM_ReadColumn<false,Int32Type>/-1/1  856.194 MiB/sec  866.945 MiB/sec  
   1.256  {'iterations': 11}
   7        BM_WriteColumn<true,BooleanType>   31.593 MiB/sec   31.845 MiB/sec  
   0.797   {'iterations': 1}
   44             BM_ReadIndividualRowGroups  849.469 MiB/sec  856.209 MiB/sec  
   0.793   {'iterations': 6}
   36    BM_ReadColumn<true,DoubleType>/-1/0  408.388 MiB/sec  411.490 MiB/sec  
   0.759   {'iterations': 3}
   3      BM_ReadColumn<true,Int32Type>/50/0  151.600 MiB/sec  152.399 MiB/sec  
   0.527   {'iterations': 2}
   32    BM_ReadColumn<true,Int64Type>/30/10  268.512 MiB/sec  269.849 MiB/sec  
   0.498   {'iterations': 2}
   8   BM_ReadColumn<false,DoubleType>/-1/20  772.878 MiB/sec  776.716 MiB/sec  
   0.497   {'iterations': 5}
   17   BM_ReadColumn<true,DoubleType>/25/25  277.705 MiB/sec  278.957 MiB/sec  
   0.451   {'iterations': 2}
   23    BM_ReadColumn<false,Int64Type>/-1/1    1.472 GiB/sec    1.478 GiB/sec  
   0.414  {'iterations': 13}
   30      BM_ReadColumn<true,Int32Type>/1/1  235.809 MiB/sec  236.730 MiB/sec  
   0.391   {'iterations': 3}
   45         BM_WriteColumn<true,Int32Type>   45.067 MiB/sec   45.232 MiB/sec  
   0.366   {'iterations': 1}
   41    BM_ReadColumn<true,Int64Type>/45/25  241.545 MiB/sec  242.427 MiB/sec  
   0.365   {'iterations': 2}
   40   BM_ReadColumn<false,Int64Type>/-1/10  710.485 MiB/sec  712.181 MiB/sec  
   0.239   {'iterations': 5}
   22  BM_ReadColumn<false,BooleanType>/-1/0  211.939 MiB/sec  212.433 MiB/sec  
   0.233  {'iterations': 15}
   39   BM_ReadColumn<false,Int32Type>/-1/50  629.632 MiB/sec  630.955 MiB/sec  
   0.210   {'iterations': 9}
   15  BM_ReadColumn<false,BooleanType>/1/20  145.490 MiB/sec  145.701 MiB/sec  
   0.145  {'iterations': 10}
   9    BM_ReadColumn<true,BooleanType>/-1/1  162.373 MiB/sec  162.497 MiB/sec  
   0.077   {'iterations': 4}
   11     BM_ReadColumn<true,Int32Type>/-1/0  257.190 MiB/sec  257.278 MiB/sec  
   0.034   {'iterations': 3}
   13        BM_WriteColumn<false,Int32Type>   32.378 MiB/sec   32.386 MiB/sec  
   0.025   {'iterations': 1}
   37    BM_ReadColumn<true,Int32Type>/99/50  238.918 MiB/sec  238.975 MiB/sec  
   0.024   {'iterations': 3}
   20       BM_WriteColumn<false,DoubleType>   54.200 MiB/sec   54.209 MiB/sec  
   0.017   {'iterations': 1}
   19      BM_ReadColumn<true,Int64Type>/1/1  369.522 MiB/sec  369.199 MiB/sec  
  -0.087   {'iterations': 2}
   0    BM_ReadColumn<false,Int64Type>/-1/50    1.144 GiB/sec    1.143 GiB/sec  
  -0.090  {'iterations': 10}
   34    BM_ReadColumn<true,Int64Type>/35/10  262.271 MiB/sec  261.890 MiB/sec  
  -0.145   {'iterations': 2}
   21     BM_ReadColumn<true,Int64Type>/50/1  242.510 MiB/sec  242.067 MiB/sec  
  -0.183   {'iterations': 2}
   5     BM_ReadColumn<true,Int32Type>/50/50  152.344 MiB/sec  152.000 MiB/sec  
  -0.225   {'iterations': 2}
   1     BM_ReadColumn<true,Int32Type>/10/10  179.063 MiB/sec  178.583 MiB/sec  
  -0.268   {'iterations': 2}
   28        BM_WriteColumn<false,Int64Type>   64.162 MiB/sec   63.990 MiB/sec  
  -0.269   {'iterations': 1}
   38        BM_WriteColumn<true,DoubleType>   69.641 MiB/sec   69.446 MiB/sec  
  -0.280   {'iterations': 1}
   18      BM_WriteColumn<false,BooleanType>   26.643 MiB/sec   26.557 MiB/sec  
  -0.324   {'iterations': 2}
   16   BM_ReadColumn<false,DoubleType>/-1/0    2.291 GiB/sec    2.281 GiB/sec  
  -0.397  {'iterations': 20}
   43         BM_WriteColumn<true,Int64Type>   75.453 MiB/sec   75.050 MiB/sec  
  -0.534   {'iterations': 1}
   33   BM_ReadColumn<true,BooleanType>/5/10  115.534 MiB/sec  114.574 MiB/sec  
  -0.832   {'iterations': 3}
   14    BM_ReadColumn<true,Int64Type>/50/50  242.071 MiB/sec  240.005 MiB/sec  
  -0.854   {'iterations': 2}
   4                BM_ReadMultipleRowGroups  826.026 MiB/sec  818.709 MiB/sec  
  -0.886   {'iterations': 5}
   24   BM_ReadColumn<false,Int32Type>/-1/10  386.383 MiB/sec  382.213 MiB/sec  
  -1.079   {'iterations': 6}
   12     BM_ReadColumn<true,Int64Type>/-1/0  410.877 MiB/sec  404.700 MiB/sec  
  -1.503   {'iterations': 3}
   25     BM_ReadColumn<true,Int64Type>/10/5  289.612 MiB/sec  284.777 MiB/sec  
  -1.670   {'iterations': 2}
   2     BM_ReadColumn<true,Int64Type>/25/10  277.045 MiB/sec  271.925 MiB/sec  
  -1.848   {'iterations': 2}
   26      BM_ReadColumn<true,Int64Type>/5/5  311.137 MiB/sec  295.823 MiB/sec  
  -4.922   {'iterations': 2}
   42     BM_ReadColumn<true,Int64Type>/99/0  371.803 MiB/sec  347.872 MiB/sec  
  -6.436   {'iterations': 2}
   27    BM_ReadColumn<true,Int64Type>/99/50  381.029 MiB/sec  351.329 MiB/sec  
  -7.795   {'iterations': 3}
   ```
   
   Here's clang-11
   
   ```
   $ archery benchmark diff --cc=clang-11 --cxx=clang++-11 
emkornfield/ARROW-8504 master --suite-filter=parquet-arrow
                                   benchmark         baseline        contender  
change %            counters
   37    BM_ReadColumn<true,Int64Type>/35/10  242.396 MiB/sec  259.801 MiB/sec  
   7.180   {'iterations': 2}
   17   BM_ReadColumn<false,DoubleType>/-1/0    2.160 GiB/sec    2.276 GiB/sec  
   5.363  {'iterations': 20}
   0       BM_ReadColumn<true,Int64Type>/5/5  304.868 MiB/sec  313.829 MiB/sec  
   2.939   {'iterations': 2}
   10     BM_ReadColumn<true,Int64Type>/-1/0  398.515 MiB/sec  408.179 MiB/sec  
   2.425   {'iterations': 3}
   3      BM_ReadColumn<true,Int64Type>/10/5  286.868 MiB/sec  289.629 MiB/sec  
   0.962   {'iterations': 2}
   18             BM_ReadIndividualRowGroups  845.304 MiB/sec  851.353 MiB/sec  
   0.716   {'iterations': 5}
   33     BM_ReadColumn<true,Int64Type>/99/0  372.125 MiB/sec  374.716 MiB/sec  
   0.696   {'iterations': 2}
   12     BM_ReadColumn<true,Int32Type>/50/0  151.242 MiB/sec  152.137 MiB/sec  
   0.591   {'iterations': 2}
   8                BM_ReadMultipleRowGroups  819.229 MiB/sec  823.423 MiB/sec  
   0.512   {'iterations': 5}
   1     BM_ReadColumn<true,Int64Type>/25/10  270.997 MiB/sec  272.218 MiB/sec  
   0.450   {'iterations': 2}
   16         BM_WriteColumn<true,Int32Type>   44.766 MiB/sec   44.946 MiB/sec  
   0.402   {'iterations': 1}
   11     BM_ReadColumn<true,Int64Type>/50/1  241.717 MiB/sec  242.539 MiB/sec  
   0.340   {'iterations': 2}
   45    BM_ReadColumn<true,Int64Type>/50/50  241.083 MiB/sec  241.646 MiB/sec  
   0.233   {'iterations': 2}
   27      BM_WriteColumn<false,BooleanType>   26.050 MiB/sec   26.095 MiB/sec  
   0.170   {'iterations': 2}
   20    BM_ReadColumn<false,Int32Type>/-1/1  864.068 MiB/sec  865.475 MiB/sec  
   0.163  {'iterations': 11}
   7         BM_WriteColumn<true,DoubleType>   69.439 MiB/sec   69.545 MiB/sec  
   0.152   {'iterations': 1}
   19   BM_ReadColumn<true,DoubleType>/25/25  275.396 MiB/sec  275.811 MiB/sec  
   0.151   {'iterations': 2}
   23    BM_ReadColumn<true,Int64Type>/99/50  370.614 MiB/sec  371.017 MiB/sec  
   0.109   {'iterations': 2}
   9      BM_ReadColumn<true,Int32Type>/25/5  173.728 MiB/sec  173.861 MiB/sec  
   0.076   {'iterations': 2}
   5     BM_ReadColumn<true,DoubleType>/-1/0  410.275 MiB/sec  410.482 MiB/sec  
   0.051   {'iterations': 3}
   44       BM_WriteColumn<false,DoubleType>   54.559 MiB/sec   54.586 MiB/sec  
   0.050   {'iterations': 1}
   36       BM_WriteColumn<true,BooleanType>   31.427 MiB/sec   31.426 MiB/sec  
  -0.003   {'iterations': 1}
   28   BM_ReadColumn<true,BooleanType>/5/10  115.041 MiB/sec  114.909 MiB/sec  
  -0.115   {'iterations': 3}
   2     BM_ReadColumn<true,Int64Type>/45/25  242.615 MiB/sec  242.257 MiB/sec  
  -0.148   {'iterations': 2}
   6     BM_ReadColumn<false,Int64Type>/-1/1    1.471 GiB/sec    1.469 GiB/sec  
  -0.157  {'iterations': 13}
   4   BM_ReadColumn<false,BooleanType>/1/20  145.277 MiB/sec  145.008 MiB/sec  
  -0.185  {'iterations': 10}
   24    BM_ReadColumn<true,Int32Type>/99/50  238.739 MiB/sec  238.281 MiB/sec  
  -0.192   {'iterations': 3}
   34        BM_WriteColumn<false,Int32Type>   32.013 MiB/sec   31.937 MiB/sec  
  -0.237   {'iterations': 1}
   30  BM_ReadColumn<false,BooleanType>/-1/0  213.488 MiB/sec  212.948 MiB/sec  
  -0.253  {'iterations': 14}
   39     BM_ReadColumn<true,Int32Type>/-1/0  259.936 MiB/sec  259.218 MiB/sec  
  -0.276   {'iterations': 3}
   14    BM_ReadColumn<true,Int64Type>/30/10  270.662 MiB/sec  269.891 MiB/sec  
  -0.285   {'iterations': 2}
   26        BM_WriteColumn<false,Int64Type>   62.818 MiB/sec   62.576 MiB/sec  
  -0.385   {'iterations': 1}
   13     BM_ReadColumn<true,Int64Type>/75/1  275.538 MiB/sec  274.461 MiB/sec  
  -0.391   {'iterations': 2}
   32   BM_ReadColumn<false,Int32Type>/-1/50  631.052 MiB/sec  627.655 MiB/sec  
  -0.538   {'iterations': 9}
   38  BM_ReadColumn<false,DoubleType>/-1/20  771.752 MiB/sec  766.959 MiB/sec  
  -0.621   {'iterations': 5}
   22   BM_ReadColumn<false,Int64Type>/-1/10  712.603 MiB/sec  708.037 MiB/sec  
  -0.641   {'iterations': 5}
   21      BM_ReadColumn<true,Int64Type>/1/1  370.007 MiB/sec  367.621 MiB/sec  
  -0.645   {'iterations': 2}
   25    BM_ReadColumn<true,Int32Type>/10/10  182.975 MiB/sec  181.714 MiB/sec  
  -0.689   {'iterations': 2}
   29   BM_ReadColumn<false,Int64Type>/-1/50    1.144 GiB/sec    1.135 GiB/sec  
  -0.713  {'iterations': 10}
   41   BM_ReadColumn<true,DoubleType>/10/50  271.556 MiB/sec  269.579 MiB/sec  
  -0.728   {'iterations': 2}
   42   BM_ReadColumn<false,Int32Type>/-1/10  390.676 MiB/sec  386.926 MiB/sec  
  -0.960   {'iterations': 6}
   35         BM_WriteColumn<true,Int64Type>   74.108 MiB/sec   73.364 MiB/sec  
  -1.004   {'iterations': 1}
   40      BM_ReadColumn<true,Int32Type>/1/1  236.583 MiB/sec  233.838 MiB/sec  
  -1.160   {'iterations': 3}
   43   BM_ReadColumn<true,BooleanType>/-1/1  162.242 MiB/sec  160.101 MiB/sec  
  -1.320   {'iterations': 4}
   31     BM_ReadColumn<true,Int32Type>/99/0  236.270 MiB/sec  232.278 MiB/sec  
  -1.690   {'iterations': 3}
   15    BM_ReadColumn<true,Int32Type>/50/50  152.712 MiB/sec  148.673 MiB/sec  
  -2.645   {'iterations': 2}
   ```


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