pitrou commented on PR #41373:
URL: https://github.com/apache/arrow/pull/41373#issuecomment-2158390358

   I've run the Take micro-benchmarks locally with this (AMD Zen 2, gcc 
12.3.0). The changes a bit all over the place and show that compilers are 
generally capricious and difficult to steer towards "optimal" code :-)
   ```
   
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
   Non-regressions: (86)
   
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
                                                    benchmark           
baseline          contender  change %                                           
                                                                                
                                                                                
                             counters
         TakeFixedSizeBinaryRandomIndicesWithNulls/524288/1/9 423.000M 
items/sec   6.628G items/sec  1466.938     {'family_index': 4, 
'per_family_instance_index': 7, 'run_name': 
'TakeFixedSizeBinaryRandomIndicesWithNulls/524288/1/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 565, 'byte_width': 9.0, 
'null_percent': 100.0}
       TakeChunkedChunkedFSBRandomIndicesWithNulls/524288/1/9 299.749M 
items/sec 731.380M items/sec   143.998  {'family_index': 16, 
'per_family_instance_index': 7, 'run_name': 
'TakeChunkedChunkedFSBRandomIndicesWithNulls/524288/1/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 396, 'byte_width': 9.0, 
'null_percent': 100.0}
             TakeChunkedChunkedFSBMonotonicIndices/524288/1/9 137.090M 
items/sec 222.341M items/sec    62.185        {'family_index': 17, 
'per_family_instance_index': 7, 'run_name': 
'TakeChunkedChunkedFSBMonotonicIndices/524288/1/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 198, 'byte_width': 9.0, 
'null_percent': 100.0}
               TakeFixedSizeBinaryMonotonicIndices/524288/1/9 184.516M 
items/sec 297.998M items/sec    61.503           {'family_index': 5, 
'per_family_instance_index': 7, 'run_name': 
'TakeFixedSizeBinaryMonotonicIndices/524288/1/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 249, 'byte_width': 9.0, 
'null_percent': 100.0}
             TakeChunkedChunkedFSBMonotonicIndices/524288/0/9 192.469M 
items/sec 302.407M items/sec    57.120          {'family_index': 17, 
'per_family_instance_index': 9, 'run_name': 
'TakeChunkedChunkedFSBMonotonicIndices/524288/0/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 253, 'byte_width': 9.0, 
'null_percent': 0.0}
           TakeFixedSizeBinaryRandomIndicesNoNulls/524288/1/9 189.605M 
items/sec 297.548M items/sec    56.931       {'family_index': 3, 
'per_family_instance_index': 7, 'run_name': 
'TakeFixedSizeBinaryRandomIndicesNoNulls/524288/1/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 255, 'byte_width': 9.0, 
'null_percent': 100.0}
               TakeFixedSizeBinaryMonotonicIndices/524288/0/9 259.447M 
items/sec 406.608M items/sec    56.721             {'family_index': 5, 
'per_family_instance_index': 9, 'run_name': 
'TakeFixedSizeBinaryMonotonicIndices/524288/0/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 348, 'byte_width': 9.0, 
'null_percent': 0.0}
         TakeFixedSizeBinaryRandomIndicesWithNulls/524288/0/9 229.434M 
items/sec 327.106M items/sec    42.571       {'family_index': 4, 
'per_family_instance_index': 9, 'run_name': 
'TakeFixedSizeBinaryRandomIndicesWithNulls/524288/0/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 291, 'byte_width': 9.0, 
'null_percent': 0.0}
           TakeFixedSizeBinaryRandomIndicesNoNulls/524288/0/9 230.187M 
items/sec 321.062M items/sec    39.479         {'family_index': 3, 
'per_family_instance_index': 9, 'run_name': 
'TakeFixedSizeBinaryRandomIndicesNoNulls/524288/0/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 305, 'byte_width': 9.0, 
'null_percent': 0.0}
         TakeChunkedChunkedFSBRandomIndicesNoNulls/524288/0/9 178.603M 
items/sec 243.824M items/sec    36.517      {'family_index': 15, 
'per_family_instance_index': 9, 'run_name': 
'TakeChunkedChunkedFSBRandomIndicesNoNulls/524288/0/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 242, 'byte_width': 9.0, 
'null_percent': 0.0}
         TakeChunkedChunkedFSBRandomIndicesNoNulls/524288/1/9 157.029M 
items/sec 213.477M items/sec    35.948    {'family_index': 15, 
'per_family_instance_index': 7, 'run_name': 
'TakeChunkedChunkedFSBRandomIndicesNoNulls/524288/1/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 208, 'byte_width': 9.0, 
'null_percent': 100.0}
       TakeChunkedChunkedFSBRandomIndicesWithNulls/524288/0/9 181.385M 
items/sec 240.142M items/sec    32.393    {'family_index': 16, 
'per_family_instance_index': 9, 'run_name': 
'TakeChunkedChunkedFSBRandomIndicesWithNulls/524288/0/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 246, 'byte_width': 9.0, 
'null_percent': 0.0}
        TakeFixedSizeBinaryRandomIndicesNoNulls/524288/1000/9 138.613M 
items/sec 178.185M items/sec    28.548      {'family_index': 3, 
'per_family_instance_index': 1, 'run_name': 
'TakeFixedSizeBinaryRandomIndicesNoNulls/524288/1000/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 188, 'byte_width': 9.0, 
'null_percent': 0.1}
          TakeFixedSizeBinaryRandomIndicesNoNulls/524288/10/9 129.101M 
items/sec 160.774M items/sec    24.533       {'family_index': 3, 
'per_family_instance_index': 3, 'run_name': 
'TakeFixedSizeBinaryRandomIndicesNoNulls/524288/10/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 173, 'byte_width': 9.0, 
'null_percent': 10.0}
            TakeFixedSizeBinaryMonotonicIndices/524288/1000/9 185.774M 
items/sec 228.147M items/sec    22.809          {'family_index': 5, 
'per_family_instance_index': 1, 'run_name': 
'TakeFixedSizeBinaryMonotonicIndices/524288/1000/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 250, 'byte_width': 9.0, 
'null_percent': 0.1}
      TakeFixedSizeBinaryRandomIndicesWithNulls/524288/1000/9 136.620M 
items/sec 167.200M items/sec    22.383    {'family_index': 4, 
'per_family_instance_index': 1, 'run_name': 
'TakeFixedSizeBinaryRandomIndicesWithNulls/524288/1000/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 184, 'byte_width': 9.0, 
'null_percent': 0.1}
              TakeFixedSizeBinaryMonotonicIndices/524288/10/9 162.159M 
items/sec 196.435M items/sec    21.138           {'family_index': 5, 
'per_family_instance_index': 3, 'run_name': 
'TakeFixedSizeBinaryMonotonicIndices/524288/10/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 221, 'byte_width': 9.0, 
'null_percent': 10.0}
        TakeChunkedChunkedFSBRandomIndicesNoNulls/524288/10/9 114.506M 
items/sec 137.125M items/sec    19.753    {'family_index': 15, 
'per_family_instance_index': 3, 'run_name': 
'TakeChunkedChunkedFSBRandomIndicesNoNulls/524288/10/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 153, 'byte_width': 9.0, 
'null_percent': 10.0}
    TakeChunkedChunkedFSBRandomIndicesWithNulls/524288/1000/9 119.955M 
items/sec 142.302M items/sec    18.629 {'family_index': 16, 
'per_family_instance_index': 1, 'run_name': 
'TakeChunkedChunkedFSBRandomIndicesWithNulls/524288/1000/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 134, 'byte_width': 9.0, 
'null_percent': 0.1}
          TakeChunkedChunkedFSBMonotonicIndices/524288/1000/9 158.880M 
items/sec 188.351M items/sec    18.549       {'family_index': 17, 
'per_family_instance_index': 1, 'run_name': 
'TakeChunkedChunkedFSBMonotonicIndices/524288/1000/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 212, 'byte_width': 9.0, 
'null_percent': 0.1}
      TakeChunkedChunkedFSBRandomIndicesNoNulls/524288/1000/9 123.316M 
items/sec 145.043M items/sec    17.619   {'family_index': 15, 
'per_family_instance_index': 1, 'run_name': 
'TakeChunkedChunkedFSBRandomIndicesNoNulls/524288/1000/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 165, 'byte_width': 9.0, 
'null_percent': 0.1}
            TakeChunkedChunkedFSBMonotonicIndices/524288/10/9 140.400M 
items/sec 165.035M items/sec    17.547        {'family_index': 17, 
'per_family_instance_index': 3, 'run_name': 
'TakeChunkedChunkedFSBMonotonicIndices/524288/10/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 175, 'byte_width': 9.0, 
'null_percent': 10.0}
        TakeChunkedChunkedStringRandomIndicesNoNulls/524288/0  24.680M 
items/sec  28.793M items/sec    16.662                         {'family_index': 
18, 'per_family_instance_index': 4, 'run_name': 
'TakeChunkedChunkedStringRandomIndicesNoNulls/524288/0', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 38, 'null_percent': 0.0}
               TakeFixedSizeBinaryMonotonicIndices/524288/2/9 126.148M 
items/sec 146.438M items/sec    16.084            {'family_index': 5, 
'per_family_instance_index': 5, 'run_name': 
'TakeFixedSizeBinaryMonotonicIndices/524288/2/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 164, 'byte_width': 9.0, 
'null_percent': 50.0}
                        TakeFSLInt64MonotonicIndices/524288/0 787.109M 
items/sec 913.254M items/sec    16.026                                        
{'family_index': 8, 'per_family_instance_index': 4, 'run_name': 
'TakeFSLInt64MonotonicIndices/524288/0', 'repetitions': 1, 'repetition_index': 
0, 'threads': 1, 'iterations': 1052, 'null_percent': 0.0}
           TakeFixedSizeBinaryRandomIndicesNoNulls/524288/2/9  98.420M 
items/sec 113.492M items/sec    15.314        {'family_index': 3, 
'per_family_instance_index': 5, 'run_name': 
'TakeFixedSizeBinaryRandomIndicesNoNulls/524288/2/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 133, 'byte_width': 9.0, 
'null_percent': 50.0}
             TakeChunkedChunkedInt64MonotonicIndices/524288/0 471.212M 
items/sec 537.976M items/sec    14.169                             
{'family_index': 14, 'per_family_instance_index': 4, 'run_name': 
'TakeChunkedChunkedInt64MonotonicIndices/524288/0', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 645, 'null_percent': 0.0}
             TakeChunkedChunkedFSBMonotonicIndices/524288/0/8 476.152M 
items/sec 543.321M items/sec    14.107          {'family_index': 17, 
'per_family_instance_index': 8, 'run_name': 
'TakeChunkedChunkedFSBMonotonicIndices/524288/0/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 633, 'byte_width': 8.0, 
'null_percent': 0.0}
             TakeChunkedChunkedFSBMonotonicIndices/524288/2/9 112.936M 
items/sec 128.835M items/sec    14.078         {'family_index': 17, 
'per_family_instance_index': 5, 'run_name': 
'TakeChunkedChunkedFSBMonotonicIndices/524288/2/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 151, 'byte_width': 9.0, 
'null_percent': 50.0}
                           TakeInt64MonotonicIndices/524288/0 815.474M 
items/sec 914.640M items/sec    12.161                                          
 {'family_index': 2, 'per_family_instance_index': 4, 'run_name': 
'TakeInt64MonotonicIndices/524288/0', 'repetitions': 1, 'repetition_index': 0, 
'threads': 1, 'iterations': 1073, 'null_percent': 0.0}
               TakeFixedSizeBinaryMonotonicIndices/524288/0/8 819.620M 
items/sec 916.155M items/sec    11.778            {'family_index': 5, 
'per_family_instance_index': 8, 'run_name': 
'TakeFixedSizeBinaryMonotonicIndices/524288/0/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 1088, 'byte_width': 8.0, 
'null_percent': 0.0}
            TakeChunkedFlatInt64RandomIndicesNoNulls/524288/0 483.752M 
items/sec 529.220M items/sec     9.399                            
{'family_index': 21, 'per_family_instance_index': 4, 'run_name': 
'TakeChunkedFlatInt64RandomIndicesNoNulls/524288/0', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 720, 'null_percent': 0.0}
                          TakeStringMonotonicIndices/524288/0 785.800M 
items/sec 851.423M items/sec     8.351                                         
{'family_index': 11, 'per_family_instance_index': 4, 'run_name': 
'TakeStringMonotonicIndices/524288/0', 'repetitions': 1, 'repetition_index': 0, 
'threads': 1, 'iterations': 1056, 'null_percent': 0.0}
                  TakeFSLInt64RandomIndicesWithNulls/524288/0 695.436M 
items/sec 750.561M items/sec     7.927                                   
{'family_index': 7, 'per_family_instance_index': 4, 'run_name': 
'TakeFSLInt64RandomIndicesWithNulls/524288/0', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 900, 'null_percent': 0.0}
                        TakeFSLInt64MonotonicIndices/524288/1  66.532M 
items/sec  71.388M items/sec     7.299                                        
{'family_index': 8, 'per_family_instance_index': 3, 'run_name': 
'TakeFSLInt64MonotonicIndices/524288/1', 'repetitions': 1, 'repetition_index': 
0, 'threads': 1, 'iterations': 89, 'null_percent': 100.0}
          TakeChunkedFlatInt64RandomIndicesWithNulls/524288/1   1.559G 
items/sec   1.668G items/sec     7.012                       {'family_index': 
22, 'per_family_instance_index': 3, 'run_name': 
'TakeChunkedFlatInt64RandomIndicesWithNulls/524288/1', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 2086, 'null_percent': 100.0}
         TakeChunkedChunkedFSBRandomIndicesNoNulls/524288/2/9  90.181M 
items/sec  96.449M items/sec     6.950     {'family_index': 15, 
'per_family_instance_index': 5, 'run_name': 
'TakeChunkedChunkedFSBRandomIndicesNoNulls/524288/2/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 122, 'byte_width': 9.0, 
'null_percent': 50.0}
                    TakeFSLInt64RandomIndicesNoNulls/524288/1  66.747M 
items/sec  71.100M items/sec     6.520                                    
{'family_index': 6, 'per_family_instance_index': 3, 'run_name': 
'TakeFSLInt64RandomIndicesNoNulls/524288/1', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 93, 'null_percent': 100.0}
                TakeChunkedFlatInt64MonotonicIndices/524288/0 610.547M 
items/sec 649.274M items/sec     6.343                                
{'family_index': 23, 'per_family_instance_index': 4, 'run_name': 
'TakeChunkedFlatInt64MonotonicIndices/524288/0', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 828, 'null_percent': 0.0}
         TakeChunkedChunkedInt64RandomIndicesNoNulls/524288/0 407.444M 
items/sec 432.748M items/sec     6.210                         {'family_index': 
12, 'per_family_instance_index': 4, 'run_name': 
'TakeChunkedChunkedInt64RandomIndicesNoNulls/524288/0', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 539, 'null_percent': 0.0}
         TakeFixedSizeBinaryRandomIndicesWithNulls/524288/2/9  74.928M 
items/sec  78.752M items/sec     5.104       {'family_index': 4, 
'per_family_instance_index': 5, 'run_name': 
'TakeFixedSizeBinaryRandomIndicesWithNulls/524288/2/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 97, 'byte_width': 9.0, 
'null_percent': 50.0}
                    TakeFSLInt64RandomIndicesNoNulls/524288/0 719.162M 
items/sec 754.224M items/sec     4.875                                     
{'family_index': 6, 'per_family_instance_index': 4, 'run_name': 
'TakeFSLInt64RandomIndicesNoNulls/524288/0', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 941, 'null_percent': 0.0}
                  TakeFSLInt64RandomIndicesWithNulls/524288/2  38.928M 
items/sec  40.809M items/sec     4.832                                   
{'family_index': 7, 'per_family_instance_index': 2, 'run_name': 
'TakeFSLInt64RandomIndicesWithNulls/524288/2', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 53, 'null_percent': 50.0}
     TakeChunkedChunkedStringRandomIndicesWithNulls/524288/10  30.625M 
items/sec  31.965M items/sec     4.375                     {'family_index': 19, 
'per_family_instance_index': 1, 'run_name': 
'TakeChunkedChunkedStringRandomIndicesWithNulls/524288/10', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 41, 'null_percent': 10.0}
                  TakeFSLInt64RandomIndicesWithNulls/524288/1  84.040M 
items/sec  87.072M items/sec     3.608                                 
{'family_index': 7, 'per_family_instance_index': 3, 'run_name': 
'TakeFSLInt64RandomIndicesWithNulls/524288/1', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 111, 'null_percent': 100.0}
         TakeFixedSizeBinaryRandomIndicesWithNulls/524288/0/8 720.917M 
items/sec 746.809M items/sec     3.592       {'family_index': 4, 
'per_family_instance_index': 8, 'run_name': 
'TakeFixedSizeBinaryRandomIndicesWithNulls/524288/0/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 974, 'byte_width': 8.0, 
'null_percent': 0.0}
       TakeChunkedChunkedFSBRandomIndicesWithNulls/524288/2/9  69.333M 
items/sec  71.629M items/sec     3.311    {'family_index': 16, 
'per_family_instance_index': 5, 'run_name': 
'TakeChunkedChunkedFSBRandomIndicesWithNulls/524288/2/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 94, 'byte_width': 9.0, 
'null_percent': 50.0}
        TakeFixedSizeBinaryRandomIndicesWithNulls/524288/10/9 109.212M 
items/sec 112.669M items/sec     3.165     {'family_index': 4, 
'per_family_instance_index': 3, 'run_name': 
'TakeFixedSizeBinaryRandomIndicesWithNulls/524288/10/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 147, 'byte_width': 9.0, 
'null_percent': 10.0}
                   TakeStringRandomIndicesNoNulls/524288/1000  22.153M 
items/sec  22.833M items/sec     3.070                                     
{'family_index': 9, 'per_family_instance_index': 0, 'run_name': 
'TakeStringRandomIndicesNoNulls/524288/1000', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 30, 'null_percent': 0.1}
                    TakeStringRandomIndicesWithNulls/524288/1   4.032G 
items/sec   4.156G items/sec     3.069                                 
{'family_index': 10, 'per_family_instance_index': 3, 'run_name': 
'TakeStringRandomIndicesWithNulls/524288/1', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 5358, 'null_percent': 100.0}
                      TakeStringRandomIndicesNoNulls/524288/2  61.033M 
items/sec  62.890M items/sec     3.044                                       
{'family_index': 9, 'per_family_instance_index': 2, 'run_name': 
'TakeStringRandomIndicesNoNulls/524288/2', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 80, 'null_percent': 50.0}
      TakeChunkedChunkedStringRandomIndicesWithNulls/524288/2  56.312M 
items/sec  57.906M items/sec     2.831                      {'family_index': 
19, 'per_family_instance_index': 2, 'run_name': 
'TakeChunkedChunkedStringRandomIndicesWithNulls/524288/2', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 75, 'null_percent': 50.0}
      TakeChunkedChunkedFSBRandomIndicesWithNulls/524288/10/9  98.562M 
items/sec 101.317M items/sec     2.795  {'family_index': 16, 
'per_family_instance_index': 3, 'run_name': 
'TakeChunkedChunkedFSBRandomIndicesWithNulls/524288/10/9', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 131, 'byte_width': 9.0, 
'null_percent': 10.0}
     TakeChunkedChunkedStringRandomIndicesNoNulls/524288/1000  28.857M 
items/sec  29.634M items/sec     2.693                      {'family_index': 
18, 'per_family_instance_index': 0, 'run_name': 
'TakeChunkedChunkedStringRandomIndicesNoNulls/524288/1000', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 37, 'null_percent': 0.1}
            TakeChunkedChunkedStringMonotonicIndices/524288/0  47.779M 
items/sec  48.996M items/sec     2.545                             
{'family_index': 20, 'per_family_instance_index': 4, 'run_name': 
'TakeChunkedChunkedStringMonotonicIndices/524288/0', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 64, 'null_percent': 0.0}
                          TakeStringMonotonicIndices/524288/1  67.132M 
items/sec  68.571M items/sec     2.144                                         
{'family_index': 11, 'per_family_instance_index': 3, 'run_name': 
'TakeStringMonotonicIndices/524288/1', 'repetitions': 1, 'repetition_index': 0, 
'threads': 1, 'iterations': 90, 'null_percent': 100.0}
            TakeChunkedChunkedStringMonotonicIndices/524288/1 220.296M 
items/sec 223.992M items/sec     1.678                          
{'family_index': 20, 'per_family_instance_index': 3, 'run_name': 
'TakeChunkedChunkedStringMonotonicIndices/524288/1', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 295, 'null_percent': 100.0}
          TakeChunkedFlatInt64RandomIndicesWithNulls/524288/0 516.783M 
items/sec 524.475M items/sec     1.489                          
{'family_index': 22, 'per_family_instance_index': 4, 'run_name': 
'TakeChunkedFlatInt64RandomIndicesWithNulls/524288/0', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 674, 'null_percent': 0.0}
                     TakeInt64RandomIndicesWithNulls/524288/0 708.727M 
items/sec 719.105M items/sec     1.464                                      
{'family_index': 1, 'per_family_instance_index': 4, 'run_name': 
'TakeInt64RandomIndicesWithNulls/524288/0', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 945, 'null_percent': 0.0}
           TakeFixedSizeBinaryRandomIndicesNoNulls/524288/0/8 728.342M 
items/sec 738.750M items/sec     1.429         {'family_index': 3, 
'per_family_instance_index': 8, 'run_name': 
'TakeFixedSizeBinaryRandomIndicesNoNulls/524288/0/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 969, 'byte_width': 8.0, 
'null_percent': 0.0}
      TakeChunkedChunkedStringRandomIndicesWithNulls/524288/0  28.581M 
items/sec  28.988M items/sec     1.423                       {'family_index': 
19, 'per_family_instance_index': 4, 'run_name': 
'TakeChunkedChunkedStringRandomIndicesWithNulls/524288/0', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 38, 'null_percent': 0.0}
      TakeChunkedChunkedStringRandomIndicesWithNulls/524288/1   1.167G 
items/sec   1.184G items/sec     1.393                   {'family_index': 19, 
'per_family_instance_index': 3, 'run_name': 
'TakeChunkedChunkedStringRandomIndicesWithNulls/524288/1', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 1556, 'null_percent': 100.0}
         TakeFixedSizeBinaryRandomIndicesWithNulls/524288/1/8   7.216G 
items/sec   7.307G items/sec     1.262    {'family_index': 4, 
'per_family_instance_index': 6, 'run_name': 
'TakeFixedSizeBinaryRandomIndicesWithNulls/524288/1/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 9536, 'byte_width': 8.0, 
'null_percent': 100.0}
       TakeChunkedChunkedInt64RandomIndicesWithNulls/524288/0 435.696M 
items/sec 441.192M items/sec     1.261                       {'family_index': 
13, 'per_family_instance_index': 4, 'run_name': 
'TakeChunkedChunkedInt64RandomIndicesWithNulls/524288/0', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 585, 'null_percent': 0.0}
                        TakeFSLInt64MonotonicIndices/524288/2  58.808M 
items/sec  59.212M items/sec     0.688                                         
{'family_index': 8, 'per_family_instance_index': 2, 'run_name': 
'TakeFSLInt64MonotonicIndices/524288/2', 'repetitions': 1, 'repetition_index': 
0, 'threads': 1, 'iterations': 79, 'null_percent': 50.0}
                      TakeStringRandomIndicesNoNulls/524288/1 250.252M 
items/sec 250.508M items/sec     0.102                                     
{'family_index': 9, 'per_family_instance_index': 3, 'run_name': 
'TakeStringRandomIndicesNoNulls/524288/1', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 332, 'null_percent': 100.0}
   TakeChunkedChunkedStringRandomIndicesWithNulls/524288/1000  28.414M 
items/sec  28.361M items/sec    -0.186                    {'family_index': 19, 
'per_family_instance_index': 0, 'run_name': 
'TakeChunkedChunkedStringRandomIndicesWithNulls/524288/1000', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 38, 'null_percent': 0.1}
                   TakeStringRandomIndicesWithNulls/524288/10  33.878M 
items/sec  33.738M items/sec    -0.413                                   
{'family_index': 10, 'per_family_instance_index': 1, 'run_name': 
'TakeStringRandomIndicesWithNulls/524288/10', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 45, 'null_percent': 10.0}
        TakeChunkedChunkedStringRandomIndicesNoNulls/524288/2  56.097M 
items/sec  55.857M items/sec    -0.427                        {'family_index': 
18, 'per_family_instance_index': 2, 'run_name': 
'TakeChunkedChunkedStringRandomIndicesNoNulls/524288/2', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 75, 'null_percent': 50.0}
        TakeChunkedChunkedStringRandomIndicesNoNulls/524288/1 225.625M 
items/sec 224.634M items/sec    -0.439                      {'family_index': 
18, 'per_family_instance_index': 3, 'run_name': 
'TakeChunkedChunkedStringRandomIndicesNoNulls/524288/1', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 304, 'null_percent': 100.0}
         TakeChunkedChunkedStringMonotonicIndices/524288/1000  50.359M 
items/sec  49.834M items/sec    -1.043                          
{'family_index': 20, 'per_family_instance_index': 0, 'run_name': 
'TakeChunkedChunkedStringMonotonicIndices/524288/1000', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 66, 'null_percent': 0.1}
                     TakeInt64RandomIndicesWithNulls/524288/1   7.198G 
items/sec   7.112G items/sec    -1.191                                   
{'family_index': 1, 'per_family_instance_index': 3, 'run_name': 
'TakeInt64RandomIndicesWithNulls/524288/1', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 9591, 'null_percent': 100.0}
            TakeChunkedChunkedStringMonotonicIndices/524288/2  86.073M 
items/sec  84.996M items/sec    -1.252                           
{'family_index': 20, 'per_family_instance_index': 2, 'run_name': 
'TakeChunkedChunkedStringMonotonicIndices/524288/2', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 114, 'null_percent': 50.0}
         TakeChunkedChunkedFSBRandomIndicesNoNulls/524288/0/8 430.819M 
items/sec 423.785M items/sec    -1.633      {'family_index': 15, 
'per_family_instance_index': 8, 'run_name': 
'TakeChunkedChunkedFSBRandomIndicesNoNulls/524288/0/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 580, 'byte_width': 8.0, 
'null_percent': 0.0}
           TakeChunkedChunkedStringMonotonicIndices/524288/10  52.095M 
items/sec  51.106M items/sec    -1.899                           
{'family_index': 20, 'per_family_instance_index': 1, 'run_name': 
'TakeChunkedChunkedStringMonotonicIndices/524288/10', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 69, 'null_percent': 10.0}
                     TakeStringRandomIndicesNoNulls/524288/10  23.805M 
items/sec  23.350M items/sec    -1.909                                      
{'family_index': 9, 'per_family_instance_index': 1, 'run_name': 
'TakeStringRandomIndicesNoNulls/524288/10', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 31, 'null_percent': 10.0}
                       TakeInt64RandomIndicesNoNulls/524288/0 718.273M 
items/sec 700.958M items/sec    -2.411                                        
{'family_index': 0, 'per_family_instance_index': 4, 'run_name': 
'TakeInt64RandomIndicesNoNulls/524288/0', 'repetitions': 1, 'repetition_index': 
0, 'threads': 1, 'iterations': 966, 'null_percent': 0.0}
       TakeChunkedChunkedStringRandomIndicesNoNulls/524288/10  33.176M 
items/sec  32.265M items/sec    -2.748                       {'family_index': 
18, 'per_family_instance_index': 1, 'run_name': 
'TakeChunkedChunkedStringRandomIndicesNoNulls/524288/10', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 44, 'null_percent': 10.0}
                    TakeStringRandomIndicesWithNulls/524288/2  62.261M 
items/sec  60.517M items/sec    -2.802                                    
{'family_index': 10, 'per_family_instance_index': 2, 'run_name': 
'TakeStringRandomIndicesWithNulls/524288/2', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 82, 'null_percent': 50.0}
                      TakeStringRandomIndicesNoNulls/524288/0  20.935M 
items/sec  20.275M items/sec    -3.155                                        
{'family_index': 9, 'per_family_instance_index': 4, 'run_name': 
'TakeStringRandomIndicesNoNulls/524288/0', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 28, 'null_percent': 0.0}
                       TakeFSLInt64MonotonicIndices/524288/10 100.329M 
items/sec  97.103M items/sec    -3.215                                       
{'family_index': 8, 'per_family_instance_index': 1, 'run_name': 
'TakeFSLInt64MonotonicIndices/524288/10', 'repetitions': 1, 'repetition_index': 
0, 'threads': 1, 'iterations': 135, 'null_percent': 10.0}
                 TakeStringRandomIndicesWithNulls/524288/1000  22.013M 
items/sec  21.300M items/sec    -3.238                                  
{'family_index': 10, 'per_family_instance_index': 0, 'run_name': 
'TakeStringRandomIndicesWithNulls/524288/1000', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 30, 'null_percent': 0.1}
                     TakeFSLInt64MonotonicIndices/524288/1000 138.319M 
items/sec 133.809M items/sec    -3.261                                      
{'family_index': 8, 'per_family_instance_index': 0, 'run_name': 
'TakeFSLInt64MonotonicIndices/524288/1000', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 184, 'null_percent': 0.1}
       TakeChunkedChunkedFSBRandomIndicesWithNulls/524288/1/8 973.877M 
items/sec 941.054M items/sec    -3.370 {'family_index': 16, 
'per_family_instance_index': 6, 'run_name': 
'TakeChunkedChunkedFSBRandomIndicesWithNulls/524288/1/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 1287, 'byte_width': 8.0, 
'null_percent': 100.0}
                    TakeStringRandomIndicesWithNulls/524288/0  20.697M 
items/sec  19.930M items/sec    -3.707                                     
{'family_index': 10, 'per_family_instance_index': 4, 'run_name': 
'TakeStringRandomIndicesWithNulls/524288/0', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 28, 'null_percent': 0.0}
                 TakeFSLInt64RandomIndicesWithNulls/524288/10  68.597M 
items/sec  65.478M items/sec    -4.547                                  
{'family_index': 7, 'per_family_instance_index': 1, 'run_name': 
'TakeFSLInt64RandomIndicesWithNulls/524288/10', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 92, 'null_percent': 10.0}
   
   
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
   Regressions: (64)
   
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
                                                   benchmark           baseline 
         contender  change %                                                    
                                                                                
                                                                                
                    counters
      TakeChunkedChunkedInt64RandomIndicesWithNulls/524288/1   1.001G items/sec 
950.629M items/sec    -5.006                    {'family_index': 13, 
'per_family_instance_index': 3, 'run_name': 
'TakeChunkedChunkedInt64RandomIndicesWithNulls/524288/1', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 1320, 'null_percent': 100.0}
              TakeFSLInt64RandomIndicesWithNulls/524288/1000 110.053M items/sec 
103.738M items/sec    -5.738                                {'family_index': 7, 
'per_family_instance_index': 0, 'run_name': 
'TakeFSLInt64RandomIndicesWithNulls/524288/1000', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 147, 'null_percent': 0.1}
                   TakeFSLInt64RandomIndicesNoNulls/524288/2  51.364M items/sec 
 48.349M items/sec    -5.869                                     
{'family_index': 6, 'per_family_instance_index': 2, 'run_name': 
'TakeFSLInt64RandomIndicesNoNulls/524288/2', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 68, 'null_percent': 50.0}
                         TakeStringMonotonicIndices/524288/2  59.357M items/sec 
 55.607M items/sec    -6.317                                          
{'family_index': 11, 'per_family_instance_index': 2, 'run_name': 
'TakeStringMonotonicIndices/524288/2', 'repetitions': 1, 'repetition_index': 0, 
'threads': 1, 'iterations': 79, 'null_percent': 50.0}
      TakeChunkedChunkedFSBRandomIndicesWithNulls/524288/0/8 432.962M items/sec 
405.540M items/sec    -6.334    {'family_index': 16, 
'per_family_instance_index': 8, 'run_name': 
'TakeChunkedChunkedFSBRandomIndicesWithNulls/524288/0/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 579, 'byte_width': 8.0, 
'null_percent': 0.0}
                      TakeStringMonotonicIndices/524288/1000 138.629M items/sec 
128.420M items/sec    -7.364                                       
{'family_index': 11, 'per_family_instance_index': 0, 'run_name': 
'TakeStringMonotonicIndices/524288/1000', 'repetitions': 1, 'repetition_index': 
0, 'threads': 1, 'iterations': 184, 'null_percent': 0.1}
                        TakeStringMonotonicIndices/524288/10 100.905M items/sec 
 92.883M items/sec    -7.950                                        
{'family_index': 11, 'per_family_instance_index': 1, 'run_name': 
'TakeStringMonotonicIndices/524288/10', 'repetitions': 1, 'repetition_index': 
0, 'threads': 1, 'iterations': 135, 'null_percent': 10.0}
                          TakeInt64MonotonicIndices/524288/2 221.337M items/sec 
202.318M items/sec    -8.593                                           
{'family_index': 2, 'per_family_instance_index': 2, 'run_name': 
'TakeInt64MonotonicIndices/524288/2', 'repetitions': 1, 'repetition_index': 0, 
'threads': 1, 'iterations': 305, 'null_percent': 50.0}
           TakeChunkedChunkedInt64MonotonicIndices/524288/10 255.436M items/sec 
230.562M items/sec    -9.738                           {'family_index': 14, 
'per_family_instance_index': 1, 'run_name': 
'TakeChunkedChunkedInt64MonotonicIndices/524288/10', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 344, 'null_percent': 10.0}
            TakeChunkedChunkedInt64MonotonicIndices/524288/2 195.065M items/sec 
174.561M items/sec   -10.511                            {'family_index': 14, 
'per_family_instance_index': 2, 'run_name': 
'TakeChunkedChunkedInt64MonotonicIndices/524288/2', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 260, 'null_percent': 50.0}
            TakeChunkedChunkedFSBMonotonicIndices/524288/2/8 195.399M items/sec 
174.380M items/sec   -10.757         {'family_index': 17, 
'per_family_instance_index': 4, 'run_name': 
'TakeChunkedChunkedFSBMonotonicIndices/524288/2/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 261, 'byte_width': 8.0, 
'null_percent': 50.0}
           TakeChunkedChunkedFSBMonotonicIndices/524288/10/8 259.057M items/sec 
230.236M items/sec   -11.125        {'family_index': 17, 
'per_family_instance_index': 2, 'run_name': 
'TakeChunkedChunkedFSBMonotonicIndices/524288/10/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 345, 'byte_width': 8.0, 
'null_percent': 10.0}
                  TakeFSLInt64RandomIndicesNoNulls/524288/10  91.682M items/sec 
 81.282M items/sec   -11.344                                   {'family_index': 
6, 'per_family_instance_index': 1, 'run_name': 
'TakeFSLInt64RandomIndicesNoNulls/524288/10', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 124, 'null_percent': 10.0}
               TakeChunkedFlatInt64MonotonicIndices/524288/2 206.386M items/sec 
182.888M items/sec   -11.385                               {'family_index': 23, 
'per_family_instance_index': 2, 'run_name': 
'TakeChunkedFlatInt64MonotonicIndices/524288/2', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 274, 'null_percent': 50.0}
              TakeFixedSizeBinaryMonotonicIndices/524288/2/8 230.747M items/sec 
203.991M items/sec   -11.595            {'family_index': 5, 
'per_family_instance_index': 4, 'run_name': 
'TakeFixedSizeBinaryMonotonicIndices/524288/2/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 304, 'byte_width': 8.0, 
'null_percent': 50.0}
         TakeChunkedChunkedInt64MonotonicIndices/524288/1000 309.856M items/sec 
273.410M items/sec   -11.762                          {'family_index': 14, 
'per_family_instance_index': 0, 'run_name': 
'TakeChunkedChunkedInt64MonotonicIndices/524288/1000', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 421, 'null_percent': 0.1}
              TakeChunkedFlatInt64MonotonicIndices/524288/10 282.721M items/sec 
247.747M items/sec   -12.370                              {'family_index': 23, 
'per_family_instance_index': 1, 'run_name': 
'TakeChunkedFlatInt64MonotonicIndices/524288/10', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 388, 'null_percent': 10.0}
         TakeChunkedChunkedFSBMonotonicIndices/524288/1000/8 314.628M items/sec 
274.680M items/sec   -12.697       {'family_index': 17, 
'per_family_instance_index': 0, 'run_name': 
'TakeChunkedChunkedFSBMonotonicIndices/524288/1000/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 417, 'byte_width': 8.0, 
'null_percent': 0.1}
                         TakeInt64MonotonicIndices/524288/10 325.126M items/sec 
283.762M items/sec   -12.723                                          
{'family_index': 2, 'per_family_instance_index': 1, 'run_name': 
'TakeInt64MonotonicIndices/524288/10', 'repetitions': 1, 'repetition_index': 0, 
'threads': 1, 'iterations': 435, 'null_percent': 10.0}
                TakeFSLInt64RandomIndicesNoNulls/524288/1000 121.619M items/sec 
105.817M items/sec   -12.993                                  {'family_index': 
6, 'per_family_instance_index': 0, 'run_name': 
'TakeFSLInt64RandomIndicesNoNulls/524288/1000', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 162, 'null_percent': 0.1}
            TakeChunkedFlatInt64MonotonicIndices/524288/1000 346.368M items/sec 
301.325M items/sec   -13.004                             {'family_index': 23, 
'per_family_instance_index': 0, 'run_name': 
'TakeChunkedFlatInt64MonotonicIndices/524288/1000', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 476, 'null_percent': 0.1}
         TakeChunkedFlatInt64RandomIndicesWithNulls/524288/2 103.172M items/sec 
 89.469M items/sec   -13.282                         {'family_index': 22, 
'per_family_instance_index': 2, 'run_name': 
'TakeChunkedFlatInt64RandomIndicesWithNulls/524288/2', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 137, 'null_percent': 50.0}
            TakeChunkedChunkedFSBMonotonicIndices/524288/1/8 430.312M items/sec 
371.092M items/sec   -13.762        {'family_index': 17, 
'per_family_instance_index': 6, 'run_name': 
'TakeChunkedChunkedFSBMonotonicIndices/524288/1/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 576, 'byte_width': 8.0, 
'null_percent': 100.0}
                       TakeInt64MonotonicIndices/524288/1000 412.287M items/sec 
350.592M items/sec   -14.964                                         
{'family_index': 2, 'per_family_instance_index': 0, 'run_name': 
'TakeInt64MonotonicIndices/524288/1000', 'repetitions': 1, 'repetition_index': 
0, 'threads': 1, 'iterations': 553, 'null_percent': 0.1}
            TakeChunkedChunkedInt64MonotonicIndices/524288/1 436.243M items/sec 
369.718M items/sec   -15.250                           {'family_index': 14, 
'per_family_instance_index': 3, 'run_name': 
'TakeChunkedChunkedInt64MonotonicIndices/524288/1', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 582, 'null_percent': 100.0}
             TakeFixedSizeBinaryMonotonicIndices/524288/10/8 333.154M items/sec 
282.199M items/sec   -15.295           {'family_index': 5, 
'per_family_instance_index': 2, 'run_name': 
'TakeFixedSizeBinaryMonotonicIndices/524288/10/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 444, 'byte_width': 8.0, 
'null_percent': 10.0}
        TakeChunkedChunkedInt64RandomIndicesNoNulls/524288/2 149.951M items/sec 
127.005M items/sec   -15.302                        {'family_index': 12, 
'per_family_instance_index': 2, 'run_name': 
'TakeChunkedChunkedInt64RandomIndicesNoNulls/524288/2', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 195, 'null_percent': 50.0}
          TakeFixedSizeBinaryRandomIndicesNoNulls/524288/2/8 178.236M items/sec 
150.734M items/sec   -15.430        {'family_index': 3, 
'per_family_instance_index': 4, 'run_name': 
'TakeFixedSizeBinaryRandomIndicesNoNulls/524288/2/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 239, 'byte_width': 8.0, 
'null_percent': 50.0}
      TakeChunkedChunkedFSBRandomIndicesWithNulls/524288/2/8 104.347M items/sec 
 87.711M items/sec   -15.943   {'family_index': 16, 
'per_family_instance_index': 4, 'run_name': 
'TakeChunkedChunkedFSBRandomIndicesWithNulls/524288/2/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 139, 'byte_width': 8.0, 
'null_percent': 50.0}
                    TakeInt64RandomIndicesWithNulls/524288/2 110.744M items/sec 
 93.020M items/sec   -16.005                                     
{'family_index': 1, 'per_family_instance_index': 2, 'run_name': 
'TakeInt64RandomIndicesWithNulls/524288/2', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 149, 'null_percent': 50.0}
           TakeFixedSizeBinaryMonotonicIndices/524288/1000/8 416.393M items/sec 
349.053M items/sec   -16.172          {'family_index': 5, 
'per_family_instance_index': 0, 'run_name': 
'TakeFixedSizeBinaryMonotonicIndices/524288/1000/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 569, 'byte_width': 8.0, 
'null_percent': 0.1}
                      TakeInt64RandomIndicesNoNulls/524288/2 175.322M items/sec 
146.187M items/sec   -16.618                                       
{'family_index': 0, 'per_family_instance_index': 2, 'run_name': 
'TakeInt64RandomIndicesNoNulls/524288/2', 'repetitions': 1, 'repetition_index': 
0, 'threads': 1, 'iterations': 234, 'null_percent': 50.0}
        TakeChunkedChunkedInt64RandomIndicesNoNulls/524288/1 409.102M items/sec 
340.247M items/sec   -16.831                       {'family_index': 12, 
'per_family_instance_index': 3, 'run_name': 
'TakeChunkedChunkedInt64RandomIndicesNoNulls/524288/1', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 544, 'null_percent': 100.0}
        TakeChunkedChunkedFSBRandomIndicesNoNulls/524288/2/8 154.752M items/sec 
126.380M items/sec   -18.334     {'family_index': 15, 
'per_family_instance_index': 4, 'run_name': 
'TakeChunkedChunkedFSBRandomIndicesNoNulls/524288/2/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 205, 'byte_width': 8.0, 
'null_percent': 50.0}
        TakeFixedSizeBinaryRandomIndicesWithNulls/524288/2/8 115.753M items/sec 
 94.453M items/sec   -18.401      {'family_index': 4, 
'per_family_instance_index': 4, 'run_name': 
'TakeFixedSizeBinaryRandomIndicesWithNulls/524288/2/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 153, 'byte_width': 8.0, 
'null_percent': 50.0}
           TakeChunkedFlatInt64RandomIndicesNoNulls/524288/2 170.047M items/sec 
137.985M items/sec   -18.855                           {'family_index': 21, 
'per_family_instance_index': 2, 'run_name': 
'TakeChunkedFlatInt64RandomIndicesNoNulls/524288/2', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 227, 'null_percent': 50.0}
      TakeChunkedChunkedInt64RandomIndicesWithNulls/524288/2 104.949M items/sec 
 84.181M items/sec   -19.789                      {'family_index': 13, 
'per_family_instance_index': 2, 'run_name': 
'TakeChunkedChunkedInt64RandomIndicesWithNulls/524288/2', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 140, 'null_percent': 50.0}
       TakeChunkedChunkedFSBRandomIndicesNoNulls/524288/10/8 215.087M items/sec 
172.509M items/sec   -19.796    {'family_index': 15, 
'per_family_instance_index': 2, 'run_name': 
'TakeChunkedChunkedFSBRandomIndicesNoNulls/524288/10/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 294, 'byte_width': 8.0, 
'null_percent': 10.0}
     TakeChunkedChunkedInt64RandomIndicesWithNulls/524288/10 152.248M items/sec 
121.846M items/sec   -19.969                     {'family_index': 13, 
'per_family_instance_index': 1, 'run_name': 
'TakeChunkedChunkedInt64RandomIndicesWithNulls/524288/10', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 205, 'null_percent': 10.0}
        TakeChunkedFlatInt64RandomIndicesWithNulls/524288/10 163.847M items/sec 
131.028M items/sec   -20.030                        {'family_index': 22, 
'per_family_instance_index': 1, 'run_name': 
'TakeChunkedFlatInt64RandomIndicesWithNulls/524288/10', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 220, 'null_percent': 10.0}
     TakeChunkedChunkedFSBRandomIndicesWithNulls/524288/10/8 160.033M items/sec 
127.702M items/sec   -20.202  {'family_index': 16, 'per_family_instance_index': 
2, 'run_name': 'TakeChunkedChunkedFSBRandomIndicesWithNulls/524288/10/8', 
'repetitions': 1, 'repetition_index': 0, 'threads': 1, 'iterations': 213, 
'byte_width': 8.0, 'null_percent': 10.0}
               TakeChunkedFlatInt64MonotonicIndices/524288/1 534.901M items/sec 
425.783M items/sec   -20.400                              {'family_index': 23, 
'per_family_instance_index': 3, 'run_name': 
'TakeChunkedFlatInt64MonotonicIndices/524288/1', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 708, 'null_percent': 100.0}
         TakeFixedSizeBinaryRandomIndicesNoNulls/524288/10/8 265.693M items/sec 
210.311M items/sec   -20.844       {'family_index': 3, 
'per_family_instance_index': 2, 'run_name': 
'TakeFixedSizeBinaryRandomIndicesNoNulls/524288/10/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 359, 'byte_width': 8.0, 
'null_percent': 10.0}
                          TakeInt64MonotonicIndices/524288/1 716.931M items/sec 
565.379M items/sec   -21.139                                          
{'family_index': 2, 'per_family_instance_index': 3, 'run_name': 
'TakeInt64MonotonicIndices/524288/1', 'repetitions': 1, 'repetition_index': 0, 
'threads': 1, 'iterations': 938, 'null_percent': 100.0}
     TakeChunkedChunkedFSBRandomIndicesNoNulls/524288/1000/8 242.890M items/sec 
190.956M items/sec   -21.381   {'family_index': 15, 
'per_family_instance_index': 0, 'run_name': 
'TakeChunkedChunkedFSBRandomIndicesNoNulls/524288/1000/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 322, 'byte_width': 8.0, 
'null_percent': 0.1}
   TakeChunkedChunkedInt64RandomIndicesWithNulls/524288/1000 222.384M items/sec 
173.899M items/sec   -21.802                    {'family_index': 13, 
'per_family_instance_index': 0, 'run_name': 
'TakeChunkedChunkedInt64RandomIndicesWithNulls/524288/1000', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 295, 'null_percent': 0.1}
      TakeChunkedFlatInt64RandomIndicesWithNulls/524288/1000 242.960M items/sec 
189.830M items/sec   -21.868                       {'family_index': 22, 
'per_family_instance_index': 0, 'run_name': 
'TakeChunkedFlatInt64RandomIndicesWithNulls/524288/1000', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 323, 'null_percent': 0.1}
           TakeChunkedFlatInt64RandomIndicesNoNulls/524288/1 519.779M items/sec 
404.965M items/sec   -22.089                          {'family_index': 21, 
'per_family_instance_index': 3, 'run_name': 
'TakeChunkedFlatInt64RandomIndicesNoNulls/524288/1', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 717, 'null_percent': 100.0}
                   TakeInt64RandomIndicesWithNulls/524288/10 180.171M items/sec 
139.484M items/sec   -22.582                                    
{'family_index': 1, 'per_family_instance_index': 1, 'run_name': 
'TakeInt64RandomIndicesWithNulls/524288/10', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 240, 'null_percent': 10.0}
                     TakeInt64RandomIndicesNoNulls/524288/10 263.139M items/sec 
202.899M items/sec   -22.893                                      
{'family_index': 0, 'per_family_instance_index': 1, 'run_name': 
'TakeInt64RandomIndicesNoNulls/524288/10', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 351, 'null_percent': 10.0}
   TakeChunkedChunkedFSBRandomIndicesWithNulls/524288/1000/8 229.423M items/sec 
176.622M items/sec   -23.014 {'family_index': 16, 'per_family_instance_index': 
0, 'run_name': 'TakeChunkedChunkedFSBRandomIndicesWithNulls/524288/1000/8', 
'repetitions': 1, 'repetition_index': 0, 'threads': 1, 'iterations': 307, 
'byte_width': 8.0, 'null_percent': 0.1}
        TakeChunkedFlatInt64RandomIndicesNoNulls/524288/1000 273.918M items/sec 
210.633M items/sec   -23.104                         {'family_index': 21, 
'per_family_instance_index': 0, 'run_name': 
'TakeChunkedFlatInt64RandomIndicesNoNulls/524288/1000', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 368, 'null_percent': 0.1}
     TakeChunkedChunkedInt64RandomIndicesNoNulls/524288/1000 231.446M items/sec 
176.407M items/sec   -23.781                      {'family_index': 12, 
'per_family_instance_index': 0, 'run_name': 
'TakeChunkedChunkedInt64RandomIndicesNoNulls/524288/1000', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 308, 'null_percent': 0.1}
              TakeFixedSizeBinaryMonotonicIndices/524288/1/8 750.779M items/sec 
571.303M items/sec   -23.905           {'family_index': 5, 
'per_family_instance_index': 6, 'run_name': 
'TakeFixedSizeBinaryMonotonicIndices/524288/1/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 994, 'byte_width': 8.0, 
'null_percent': 100.0}
       TakeFixedSizeBinaryRandomIndicesWithNulls/524288/10/8 187.491M items/sec 
142.620M items/sec   -23.933     {'family_index': 4, 
'per_family_instance_index': 2, 'run_name': 
'TakeFixedSizeBinaryRandomIndicesWithNulls/524288/10/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 247, 'byte_width': 8.0, 
'null_percent': 10.0}
       TakeFixedSizeBinaryRandomIndicesNoNulls/524288/1000/8 304.735M items/sec 
230.960M items/sec   -24.210      {'family_index': 3, 
'per_family_instance_index': 0, 'run_name': 
'TakeFixedSizeBinaryRandomIndicesNoNulls/524288/1000/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 409, 'byte_width': 8.0, 
'null_percent': 0.1}
                      TakeInt64RandomIndicesNoNulls/524288/1 687.284M items/sec 
519.230M items/sec   -24.452                                      
{'family_index': 0, 'per_family_instance_index': 3, 'run_name': 
'TakeInt64RandomIndicesNoNulls/524288/1', 'repetitions': 1, 'repetition_index': 
0, 'threads': 1, 'iterations': 905, 'null_percent': 100.0}
                 TakeInt64RandomIndicesWithNulls/524288/1000 283.026M items/sec 
212.189M items/sec   -25.028                                   {'family_index': 
1, 'per_family_instance_index': 0, 'run_name': 
'TakeInt64RandomIndicesWithNulls/524288/1000', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 376, 'null_percent': 0.1}
          TakeFixedSizeBinaryRandomIndicesNoNulls/524288/1/8 711.122M items/sec 
531.042M items/sec   -25.323       {'family_index': 3, 
'per_family_instance_index': 6, 'run_name': 
'TakeFixedSizeBinaryRandomIndicesNoNulls/524288/1/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 942, 'byte_width': 8.0, 
'null_percent': 100.0}
                   TakeInt64RandomIndicesNoNulls/524288/1000 298.449M items/sec 
222.481M items/sec   -25.454                                     
{'family_index': 0, 'per_family_instance_index': 0, 'run_name': 
'TakeInt64RandomIndicesNoNulls/524288/1000', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 401, 'null_percent': 0.1}
        TakeChunkedChunkedFSBRandomIndicesNoNulls/524288/1/8 425.031M items/sec 
315.623M items/sec   -25.741    {'family_index': 15, 
'per_family_instance_index': 6, 'run_name': 
'TakeChunkedChunkedFSBRandomIndicesNoNulls/524288/1/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 566, 'byte_width': 8.0, 
'null_percent': 100.0}
          TakeChunkedFlatInt64RandomIndicesNoNulls/524288/10 247.351M items/sec 
180.840M items/sec   -26.890                          {'family_index': 21, 
'per_family_instance_index': 1, 'run_name': 
'TakeChunkedFlatInt64RandomIndicesNoNulls/524288/10', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 327, 'null_percent': 10.0}
       TakeChunkedChunkedInt64RandomIndicesNoNulls/524288/10 209.893M items/sec 
153.392M items/sec   -26.919                       {'family_index': 12, 
'per_family_instance_index': 1, 'run_name': 
'TakeChunkedChunkedInt64RandomIndicesNoNulls/524288/10', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 282, 'null_percent': 10.0}
     TakeFixedSizeBinaryRandomIndicesWithNulls/524288/1000/8 293.743M items/sec 
204.054M items/sec   -30.533    {'family_index': 4, 
'per_family_instance_index': 0, 'run_name': 
'TakeFixedSizeBinaryRandomIndicesWithNulls/524288/1000/8', 'repetitions': 1, 
'repetition_index': 0, 'threads': 1, 'iterations': 391, 'byte_width': 8.0, 
'null_percent': 0.1}
   ```
   


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