pitrou commented on pull request #8770:
URL: https://github.com/apache/arrow/pull/8770#issuecomment-733919445


   Parquet benchmarks:
   ```
   199                                     
BM_PlainDecodingSpacedFloat/32768/100       5.506 GiB/sec      18.466 GiB/sec   
235.349                {'run_name': 'BM_PlainDecodingSpacedFloat/32768/100', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 31377, 'null_percent': 1.0}
   177                                 
BM_PlainEncodingSpacedBoolean/32768/10000      11.377 GiB/sec      33.462 
GiB/sec   194.106         {'run_name': 
'BM_PlainEncodingSpacedBoolean/32768/10000', 'run_type': 'iteration', 
'repetitions': 0, 'repetition_index': 0, 'threads': 1, 'iterations': 259382, 
'null_percent': 100.0}
   179                                   
BM_PlainDecodingSpacedBoolean/32768/100       1.358 GiB/sec       3.572 GiB/sec 
  163.120              {'run_name': 'BM_PlainDecodingSpacedBoolean/32768/100', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 31133, 'null_percent': 1.0}
   282                                     
BM_PlainEncodingSpacedFloat/32768/100       6.276 GiB/sec      15.605 GiB/sec   
148.621                {'run_name': 'BM_PlainEncodingSpacedFloat/32768/100', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 35719, 'null_percent': 1.0}
   152                                  
BM_ArrowBinaryDict/EncodeLowLevel/262144      82.896 MiB/sec     203.718 
MiB/sec   145.751                                     {'run_name': 
'BM_ArrowBinaryDict/EncodeLowLevel/262144', 'run_type': 'iteration', 
'repetitions': 0, 'repetition_index': 0, 'threads': 1, 'iterations': 38}
   298                                  
BM_PlainEncodingSpacedDouble/32768/10000     115.446 GiB/sec     262.819 
GiB/sec   127.654          {'run_name': 
'BM_PlainEncodingSpacedDouble/32768/10000', 'run_type': 'iteration', 
'repetitions': 0, 'repetition_index': 0, 'threads': 1, 'iterations': 330346, 
'null_percent': 100.0}
   247                                    
BM_PlainDecodingSpacedDouble/32768/100       9.953 GiB/sec      22.653 GiB/sec  
 127.594               {'run_name': 'BM_PlainDecodingSpacedDouble/32768/100', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 28669, 'null_percent': 1.0}
   207                                   
BM_PlainEncodingSpacedFloat/32768/10000      57.732 GiB/sec     130.097 GiB/sec 
  125.348           {'run_name': 'BM_PlainEncodingSpacedFloat/32768/10000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 330727, 'null_percent': 100.0}
   203                                       
BM_PlainDecodingSpacedFloat/32768/1      21.382 GiB/sec      36.628 GiB/sec    
71.298                {'run_name': 'BM_PlainDecodingSpacedFloat/32768/1', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 122797, 'null_percent': 0.01}
   231                                    
BM_PlainEncodingSpacedDouble/32768/100      10.467 GiB/sec      17.029 GiB/sec  
  62.697               {'run_name': 'BM_PlainEncodingSpacedDouble/32768/100', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 30042, 'null_percent': 1.0}
   256                                    
BM_PlainEncodingSpacedFloat/32768/5000    1008.863 MiB/sec       1.592 GiB/sec  
  61.538               {'run_name': 'BM_PlainEncodingSpacedFloat/32768/5000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 5619, 'null_percent': 50.0}
   273                                   
BM_PlainEncodingSpacedDouble/32768/5000       2.022 GiB/sec       3.201 GiB/sec 
   58.281              {'run_name': 'BM_PlainEncodingSpacedDouble/32768/5000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 5712, 'null_percent': 50.0}
   162                                    
BM_PlainDecodingSpacedFloat/32768/5000     981.563 MiB/sec       1.516 GiB/sec  
  58.168               {'run_name': 'BM_PlainDecodingSpacedFloat/32768/5000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 5473, 'null_percent': 50.0}
   173                                   
BM_PlainDecodingSpacedDouble/32768/5000       1.891 GiB/sec       2.991 GiB/sec 
   58.157              {'run_name': 'BM_PlainDecodingSpacedDouble/32768/5000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 5401, 'null_percent': 50.0}
   238                                  
BM_PlainDecodingSpacedBoolean/32768/5000     250.841 MiB/sec     384.756 
MiB/sec    53.386             {'run_name': 
'BM_PlainDecodingSpacedBoolean/32768/5000', 'run_type': 'iteration', 
'repetitions': 0, 'repetition_index': 0, 'threads': 1, 'iterations': 5585, 
'null_percent': 50.0}
   264                                  
BM_PlainEncodingSpacedBoolean/32768/5000     234.661 MiB/sec     353.009 
MiB/sec    50.433             {'run_name': 
'BM_PlainEncodingSpacedBoolean/32768/5000', 'run_type': 'iteration', 
'repetitions': 0, 'repetition_index': 0, 'threads': 1, 'iterations': 5211, 
'null_percent': 50.0}
   286                                    
BM_PlainDecodingSpacedFloat/32768/1000       2.531 GiB/sec       3.739 GiB/sec  
  47.699              {'run_name': 'BM_PlainDecodingSpacedFloat/32768/1000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 14280, 'null_percent': 10.0}
   229                                    
BM_PlainEncodingSpacedFloat/32768/1000       2.680 GiB/sec       3.783 GiB/sec  
  41.159              {'run_name': 'BM_PlainEncodingSpacedFloat/32768/1000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 15210, 'null_percent': 10.0}
   251                                      
BM_PlainDecodingSpacedDouble/32768/1      25.016 GiB/sec      34.929 GiB/sec    
39.627                {'run_name': 'BM_PlainDecodingSpacedDouble/32768/1', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 71628, 'null_percent': 0.01}
   201                                   
BM_PlainDecodingSpacedDouble/32768/1000       4.987 GiB/sec       6.893 GiB/sec 
   38.224             {'run_name': 'BM_PlainDecodingSpacedDouble/32768/1000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 14031, 'null_percent': 10.0}
   244                                   
BM_PlainEncodingSpacedBoolean/32768/100     664.198 MiB/sec     913.312 MiB/sec 
   37.506              {'run_name': 'BM_PlainEncodingSpacedBoolean/32768/100', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 14952, 'null_percent': 1.0}
   239                                   
BM_PlainEncodingSpacedDouble/32768/1000       5.174 GiB/sec       7.071 GiB/sec 
   36.652             {'run_name': 'BM_PlainEncodingSpacedDouble/32768/1000', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 14708, 'null_percent': 10.0}
   230                                  
BM_PlainDecodingSpacedBoolean/32768/1000     678.559 MiB/sec     857.465 
MiB/sec    26.366            {'run_name': 
'BM_PlainDecodingSpacedBoolean/32768/1000', 'run_type': 'iteration', 
'repetitions': 0, 'repetition_index': 0, 'threads': 1, 'iterations': 15333, 
'null_percent': 10.0}
   102       BM_WriteInt64Column<Repetition::OPTIONAL, 
Compression::LZ4>/1048576     332.343 MiB/sec     409.541 MiB/sec    23.228     
    {'run_name': 'BM_WriteInt64Column<Repetition::OPTIONAL, 
Compression::LZ4>/1048576', 'run_type': 'iteration', 'repetitions': 0, 
'repetition_index': 0, 'threads': 1, 'iterations': 109}
   185                                       
BM_PlainEncodingSpacedFloat/32768/1      17.571 GiB/sec      21.578 GiB/sec    
22.805                {'run_name': 'BM_PlainEncodingSpacedFloat/32768/1', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 100736, 'null_percent': 0.01}
   176                                  
BM_PlainEncodingSpacedBoolean/32768/1000     450.133 MiB/sec     545.271 
MiB/sec    21.136             {'run_name': 
'BM_PlainEncodingSpacedBoolean/32768/1000', 'run_type': 'iteration', 
'repetitions': 0, 'repetition_index': 0, 'threads': 1, 'iterations': 9948, 
'null_percent': 10.0}
   187                                     
BM_PlainDecodingSpacedBoolean/32768/1       4.496 GiB/sec       5.314 GiB/sec   
 18.200              {'run_name': 'BM_PlainDecodingSpacedBoolean/32768/1', 
'run_type': 'iteration', 'repetitions': 0, 'repetition_index': 0, 'threads': 1, 
'iterations': 103077, 'null_percent': 0.01}
   25                                            
BM_WriteColumn<false,Int64Type>       1.057 GiB/sec       1.220 GiB/sec    
15.454                                              {'run_name': 
'BM_WriteColumn<false,Int64Type>', 'run_type': 'iteration', 'repetitions': 0, 
'repetition_index': 0, 'threads': 1, 'iterations': 10}
   39                                       
BM_ReadColumn<true,BooleanType>/5/10     250.138 MiB/sec     283.639 MiB/sec    
13.393                                         {'run_name': 
'BM_ReadColumn<true,BooleanType>/5/10', 'run_type': 'iteration', 'repetitions': 
0, 'repetition_index': 0, 'threads': 1, 'iterations': 18}
   75        BM_WriteInt64Column<Repetition::REQUIRED, 
Compression::LZ4>/1048576       1.084 GiB/sec       1.216 GiB/sec    12.132     
    {'run_name': 'BM_WriteInt64Column<Repetition::REQUIRED, 
Compression::LZ4>/1048576', 'run_type': 'iteration', 'repetitions': 0, 
'repetition_index': 0, 'threads': 1, 'iterations': 443}
   115                                                    
BM_RleEncoding/32768/1     724.153 MiB/sec     810.490 MiB/sec    11.923        
                                             {'run_name': 
'BM_RleEncoding/32768/1', 'run_type': 'iteration', 'repetitions': 0, 
'repetition_index': 0, 'threads': 1, 'iterations': 8141}
   92                                                      
BM_RleEncoding/1024/1     706.002 MiB/sec     788.645 MiB/sec    11.706         
                                           {'run_name': 
'BM_RleEncoding/1024/1', 'run_type': 'iteration', 'repetitions': 0, 
'repetition_index': 0, 'threads': 1, 'iterations': 232581}
   106                         
BM_WriteInt64Column<Repetition::REPEATED>/1048576     218.593 MiB/sec     
243.729 MiB/sec    11.499                            {'run_name': 
'BM_WriteInt64Column<Repetition::REPEATED>/1048576', 'run_type': 'iteration', 
'repetitions': 0, 'repetition_index': 0, 'threads': 1, 'iterations': 77}
   109                                                    
BM_RleEncoding/65536/1     729.356 MiB/sec     811.227 MiB/sec    11.225        
                                             {'run_name': 
'BM_RleEncoding/65536/1', 'run_type': 'iteration', 'repetitions': 0, 
'repetition_index': 0, 'threads': 1, 'iterations': 4076}
   89                                                      
BM_RleEncoding/4096/1     725.079 MiB/sec     804.486 MiB/sec    10.952         
                                            {'run_name': 
'BM_RleEncoding/4096/1', 'run_type': 'iteration', 'repetitions': 0, 
'repetition_index': 0, 'threads': 1, 'iterations': 64655}
   7                                        
BM_ReadColumn<false,Int32Type>/-1/10       1.811 GiB/sec       2.008 GiB/sec    
10.851                                         {'run_name': 
'BM_ReadColumn<false,Int32Type>/-1/10', 'run_type': 'iteration', 'repetitions': 
0, 'repetition_index': 0, 'threads': 1, 'iterations': 32}
   58                                        
BM_ReadColumn<false,Int32Type>/-1/1       5.426 GiB/sec       5.999 GiB/sec    
10.568                                          {'run_name': 
'BM_ReadColumn<false,Int32Type>/-1/1', 'run_type': 'iteration', 'repetitions': 
0, 'repetition_index': 0, 'threads': 1, 'iterations': 89}
   87     BM_ReadInt64Column<Repetition::REQUIRED, 
Compression::ZSTD>/65536/1024      12.156 GiB/sec      11.951 GiB/sec    -1.682 
   {'run_name': 'BM_ReadInt64Column<Repetition::REQUIRED, 
Compression::ZSTD>/65536/1024', 'run_type': 'iteration', 'repetitions': 0, 
'repetition_index': 0, 'threads': 1, 'iterations': 69528}
   [...]
   204                                             
BM_PlainEncodingBoolean/65536     802.645 MiB/sec     707.974 MiB/sec   -11.795 
                                             {'run_name': 
'BM_PlainEncodingBoolean/65536', 'run_type': 'iteration', 'repetitions': 0, 
'repetition_index': 0, 'threads': 1, 'iterations': 8937}
   132                                                    
BM_RleEncoding/65536/8     482.792 MiB/sec     424.143 MiB/sec   -12.148        
                                             {'run_name': 
'BM_RleEncoding/65536/8', 'run_type': 'iteration', 'repetitions': 0, 
'repetition_index': 0, 'threads': 1, 'iterations': 2684}
   15                                            
BM_WriteColumn<true,DoubleType>     622.954 MiB/sec     498.484 MiB/sec   
-19.981                                               {'run_name': 
'BM_WriteColumn<true,DoubleType>', 'run_type': 'iteration', 'repetitions': 0, 
'repetition_index': 0, 'threads': 1, 'iterations': 6}
   16                                             
BM_WriteColumn<true,Int64Type>     668.120 MiB/sec     526.837 MiB/sec   
-21.146                                                {'run_name': 
'BM_WriteColumn<true,Int64Type>', 'run_type': 'iteration', 'repetitions': 0, 
'repetition_index': 0, 'threads': 1, 'iterations': 6}
   34                                             
BM_WriteColumn<true,Int32Type>     362.327 MiB/sec     256.361 MiB/sec   
-29.246                                                {'run_name': 
'BM_WriteColumn<true,Int32Type>', 'run_type': 'iteration', 'repetitions': 0, 
'repetition_index': 0, 'threads': 1, 'iterations': 6}
   27                                           
BM_WriteColumn<true,BooleanType>     101.732 MiB/sec      69.602 MiB/sec   
-31.583                                              {'run_name': 
'BM_WriteColumn<true,BooleanType>', 'run_type': 'iteration', 'repetitions': 0, 
'repetition_index': 0, 'threads': 1, 'iterations': 7}
   60                                       
BM_ReadColumn<true,BooleanType>/-1/1     480.372 MiB/sec     219.376 MiB/sec   
-54.332                                         {'run_name': 
'BM_ReadColumn<true,BooleanType>/-1/1', 'run_type': 'iteration', 'repetitions': 
0, 'repetition_index': 0, 'threads': 1, 'iterations': 32}
   289                                 
BM_ArrowBinaryDict/EncodeLowLevel/1048576     316.208 MiB/sec     131.127 
MiB/sec   -58.531                                    {'run_name': 
'BM_ArrowBinaryDict/EncodeLowLevel/1048576', 'run_type': 'iteration', 
'repetitions': 0, 'repetition_index': 0, 'threads': 1, 'iterations': 37}
   ```


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