pitrou edited a comment on pull request #8823:
URL: https://github.com/apache/arrow/pull/8823#issuecomment-738034200


   Micro-benchmarks (minus changes that are within +/-20%):
   ```
                                                           benchmark            
baseline           contender  change %                                          
                                                                                
                                                                       counters
   15    TableSortIndicesInt64Narrow/1048576/100/1/32/min_time:1.000    2.139m 
items/sec   30.607m items/sec  1330.734                             
{'run_name': 'TableSortIndicesInt64Narrow/1048576/100/1/32/min_time:1.000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 3}
   12        ChunkedArraySortIndicesInt64Wide/32768/1/min_time:1.000     
430.595 MiB/sec       4.860 GiB/sec  1055.753      {'run_name': 
'ChunkedArraySortIndicesInt64Wide/32768/1/min_time:1.000', 'run_type': 
'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 19528, 'null_percent': 100.0}
   4       TableSortIndicesInt64Narrow/1048576/0/1/32/min_time:1.000    2.781m 
items/sec   31.260m items/sec  1024.004                               
{'run_name': 'TableSortIndicesInt64Narrow/1048576/0/1/32/min_time:1.000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 4}
   8       ChunkedArraySortIndicesInt64Narrow/32768/1/min_time:1.000     
470.814 MiB/sec       4.875 GiB/sec   960.380    {'run_name': 
'ChunkedArraySortIndicesInt64Narrow/32768/1/min_time:1.000', 'run_type': 
'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 21121, 'null_percent': 100.0}
   66      TableSortIndicesInt64Wide/1048576/100/1/32/min_time:1.000    1.253m 
items/sec    5.764m items/sec   360.030                               
{'run_name': 'TableSortIndicesInt64Wide/1048576/100/1/32/min_time:1.000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 2}
   27  ChunkedArraySortIndicesInt64Narrow/1048576/100/min_time:1.000     
126.998 MiB/sec     477.777 MiB/sec   276.207    {'run_name': 
'ChunkedArraySortIndicesInt64Narrow/1048576/100/min_time:1.000', 'run_type': 
'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 176, 'null_percent': 1.0}
   11        TableSortIndicesInt64Wide/1048576/0/1/32/min_time:1.000    1.812m 
items/sec    5.806m items/sec   220.367                                 
{'run_name': 'TableSortIndicesInt64Wide/1048576/0/1/32/min_time:1.000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 2}
   16  ChunkedArraySortIndicesInt64Narrow/8388608/100/min_time:1.000     
107.544 MiB/sec     309.121 MiB/sec   187.436     {'run_name': 
'ChunkedArraySortIndicesInt64Narrow/8388608/100/min_time:1.000', 'run_type': 
'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 19, 'null_percent': 1.0}
   39      ChunkedArraySortIndicesInt64Narrow/32768/2/min_time:1.000     
109.268 MiB/sec     259.067 MiB/sec   137.094      {'run_name': 
'ChunkedArraySortIndicesInt64Narrow/32768/2/min_time:1.000', 'run_type': 
'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 4863, 'null_percent': 50.0}
   37        ChunkedArraySortIndicesInt64Wide/32768/2/min_time:1.000      
96.473 MiB/sec     215.956 MiB/sec   123.851        {'run_name': 
'ChunkedArraySortIndicesInt64Wide/32768/2/min_time:1.000', 'run_type': 
'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 4310, 'null_percent': 50.0}
   1      ChunkedArraySortIndicesInt64Narrow/32768/10/min_time:1.000      
73.125 MiB/sec     150.009 MiB/sec   105.140     {'run_name': 
'ChunkedArraySortIndicesInt64Narrow/32768/10/min_time:1.000', 'run_type': 
'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 3269, 'null_percent': 10.0}
   19       ChunkedArraySortIndicesInt64Wide/32768/10/min_time:1.000      
58.555 MiB/sec     116.894 MiB/sec    99.630       {'run_name': 
'ChunkedArraySortIndicesInt64Wide/32768/10/min_time:1.000', 'run_type': 
'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 2670, 'null_percent': 10.0}
   40    ChunkedArraySortIndicesInt64Narrow/32768/100/min_time:1.000      
69.008 MiB/sec     136.962 MiB/sec    98.473     {'run_name': 
'ChunkedArraySortIndicesInt64Narrow/32768/100/min_time:1.000', 'run_type': 
'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 3087, 'null_percent': 1.0}
   48      ChunkedArraySortIndicesInt64Wide/32768/100/min_time:1.000      
54.876 MiB/sec     105.713 MiB/sec    92.641       {'run_name': 
'ChunkedArraySortIndicesInt64Wide/32768/100/min_time:1.000', 'run_type': 
'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 2448, 'null_percent': 1.0}
   79    ChunkedArraySortIndicesInt64Wide/1048576/100/min_time:1.000      
45.457 MiB/sec      74.826 MiB/sec    64.608       {'run_name': 
'ChunkedArraySortIndicesInt64Wide/1048576/100/min_time:1.000', 'run_type': 
'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 64, 'null_percent': 1.0}
   24    TableSortIndicesInt64Narrow/1048576/100/2/32/min_time:1.000    1.090m 
items/sec    1.721m items/sec    57.997                             
{'run_name': 'TableSortIndicesInt64Narrow/1048576/100/2/32/min_time:1.000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 2}
   42      TableSortIndicesInt64Narrow/1048576/0/2/32/min_time:1.000    1.146m 
items/sec    1.784m items/sec    55.686                               
{'run_name': 'TableSortIndicesInt64Narrow/1048576/0/2/32/min_time:1.000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 2}
   52      ChunkedArraySortIndicesInt64Narrow/32768/0/min_time:1.000      
93.226 MiB/sec     144.796 MiB/sec    55.317       {'run_name': 
'ChunkedArraySortIndicesInt64Narrow/32768/0/min_time:1.000', 'run_type': 
'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 4187, 'null_percent': 0.0}
   46        TableSortIndicesInt64Wide/1048576/0/2/32/min_time:1.000    1.965m 
items/sec    3.003m items/sec    52.864                                 
{'run_name': 'TableSortIndicesInt64Wide/1048576/0/2/32/min_time:1.000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 3}
   47  ChunkedArraySortIndicesInt64Narrow/32768/10000/min_time:1.000      
94.026 MiB/sec     141.270 MiB/sec    50.246  {'run_name': 
'ChunkedArraySortIndicesInt64Narrow/32768/10000/min_time:1.000', 'run_type': 
'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 4187, 'null_percent': 0.01}
   0       TableSortIndicesInt64Wide/1048576/100/2/32/min_time:1.000    1.988m 
items/sec    2.966m items/sec    49.175                               
{'run_name': 'TableSortIndicesInt64Wide/1048576/100/2/32/min_time:1.000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 3}
   60        TableSortIndicesInt64Wide/1048576/0/8/32/min_time:1.000    2.023m 
items/sec    3.011m items/sec    48.839                                 
{'run_name': 'TableSortIndicesInt64Wide/1048576/0/8/32/min_time:1.000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 3}
   43     TableSortIndicesInt64Narrow/1048576/0/16/32/min_time:1.000  804.026k 
items/sec    1.196m items/sec    48.721                              
{'run_name': 'TableSortIndicesInt64Narrow/1048576/0/16/32/min_time:1.000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 1}
   35     TableSortIndicesInt64Wide/1048576/100/16/32/min_time:1.000    2.091m 
items/sec    3.078m items/sec    47.203                              
{'run_name': 'TableSortIndicesInt64Wide/1048576/100/16/32/min_time:1.000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 3}
   18    ChunkedArraySortIndicesInt64Wide/8388608/100/min_time:1.000      
38.925 MiB/sec      57.272 MiB/sec    47.135        {'run_name': 
'ChunkedArraySortIndicesInt64Wide/8388608/100/min_time:1.000', 'run_type': 
'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 7, 'null_percent': 1.0}
   33     TableSortIndicesInt64Narrow/1048576/100/1/4/min_time:1.000   41.094m 
items/sec   60.431m items/sec    47.056                             
{'run_name': 'TableSortIndicesInt64Narrow/1048576/100/1/4/min_time:1.000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 56}
   77      TableSortIndicesInt64Narrow/1048576/0/8/32/min_time:1.000  819.170k 
items/sec    1.200m items/sec    46.485                               
{'run_name': 'TableSortIndicesInt64Narrow/1048576/0/8/32/min_time:1.000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 1}
   78      TableSortIndicesInt64Wide/1048576/100/8/32/min_time:1.000    2.042m 
items/sec    2.976m items/sec    45.745                               
{'run_name': 'TableSortIndicesInt64Wide/1048576/100/8/32/min_time:1.000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 3}
   53    TableSortIndicesInt64Narrow/1048576/100/8/32/min_time:1.000  788.089k 
items/sec    1.115m items/sec    41.420                             
{'run_name': 'TableSortIndicesInt64Narrow/1048576/100/8/32/min_time:1.000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 1}
   54   TableSortIndicesInt64Narrow/1048576/100/16/32/min_time:1.000  792.230k 
items/sec    1.120m items/sec    41.413                            {'run_name': 
'TableSortIndicesInt64Narrow/1048576/100/16/32/min_time:1.000', 'run_type': 
'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 1}
   56       TableSortIndicesInt64Wide/1048576/0/16/32/min_time:1.000    2.142m 
items/sec    3.024m items/sec    41.191                                
{'run_name': 'TableSortIndicesInt64Wide/1048576/0/16/32/min_time:1.000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 3}
   44        ChunkedArraySortIndicesInt64Wide/32768/0/min_time:1.000      
78.245 MiB/sec     108.182 MiB/sec    38.260         {'run_name': 
'ChunkedArraySortIndicesInt64Wide/32768/0/min_time:1.000', 'run_type': 
'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 3503, 'null_percent': 0.0}
   9     ChunkedArraySortIndicesInt64Wide/32768/10000/min_time:1.000      
77.572 MiB/sec     107.186 MiB/sec    38.176    {'run_name': 
'ChunkedArraySortIndicesInt64Wide/32768/10000/min_time:1.000', 'run_type': 
'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 3477, 'null_percent': 0.01}
   [ ... ]
   57         TableSortIndicesInt64Wide/1048576/0/8/1/min_time:1.000    5.772m 
items/sec    4.334m items/sec   -24.919                                  
{'run_name': 'TableSortIndicesInt64Wide/1048576/0/8/1/min_time:1.000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 7}
   45        TableSortIndicesInt64Wide/1048576/0/16/1/min_time:1.000    5.801m 
items/sec    4.345m items/sec   -25.100                                 
{'run_name': 'TableSortIndicesInt64Wide/1048576/0/16/1/min_time:1.000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 8}
   62       TableSortIndicesInt64Wide/1048576/100/2/1/min_time:1.000    5.697m 
items/sec    4.257m items/sec   -25.273                                
{'run_name': 'TableSortIndicesInt64Wide/1048576/100/2/1/min_time:1.000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 8}
   34         TableSortIndicesInt64Wide/1048576/0/2/1/min_time:1.000    5.817m 
items/sec    4.317m items/sec   -25.789                                  
{'run_name': 'TableSortIndicesInt64Wide/1048576/0/2/1/min_time:1.000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 8}
   38      TableSortIndicesInt64Wide/1048576/100/16/1/min_time:1.000    5.778m 
items/sec    4.273m items/sec   -26.035                               
{'run_name': 'TableSortIndicesInt64Wide/1048576/100/16/1/min_time:1.000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 8}
   75       TableSortIndicesInt64Wide/1048576/100/8/1/min_time:1.000    5.739m 
items/sec    4.239m items/sec   -26.142                                
{'run_name': 'TableSortIndicesInt64Wide/1048576/100/8/1/min_time:1.000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 7}
   ```
   


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