Perf: Optimize vectorized append function

[zhuqi-lucas]

Which issue does this PR close?

• Closes part of Optimize performance of ByteViewGroupValueBuilder on batches with inlined views #16330

Rationale for this change

Optimize vectorized append function

What changes are included in this PR?

Optimize vectorized append function

Are these changes tested?

critcmp  --filter "/vectorized_append" optimize_vectorized_append  main
group                                                                                         main                                    optimize_vectorized_append
-----                                                                                         ----                                    --------------------------
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.0_size_1000/vectorized_append      6.83      5.8±0.09µs        ? ?/sec     1.00   855.4±11.16ns        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.0_size_10000/vectorized_append     5.20     54.6±1.44µs        ? ?/sec     1.00     10.5±0.49µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.0_size_100000/vectorized_append    4.13   555.2±16.42µs        ? ?/sec     1.00    134.3±2.45µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.1_size_1000/vectorized_append      1.87     13.0±0.17µs        ? ?/sec     1.00      6.9±0.19µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.1_size_10000/vectorized_append     1.79   135.8±25.78µs        ? ?/sec     1.00     75.9±0.67µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.1_size_100000/vectorized_append    1.61  1317.2±57.35µs        ? ?/sec     1.00    815.9±4.39µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.5_size_1000/vectorized_append      1.37      9.7±0.29µs        ? ?/sec     1.00      7.1±0.31µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.5_size_10000/vectorized_append     1.25    153.5±8.49µs        ? ?/sec     1.00    122.8±1.29µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.5_size_100000/vectorized_append    1.14  1626.3±163.43µs        ? ?/sec    1.00  1430.9±52.95µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.0_size_1000/vectorized_append        2.65     14.3±0.22µs        ? ?/sec     1.00      5.4±0.17µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.0_size_10000/vectorized_append       2.11    154.3±1.54µs        ? ?/sec     1.00     73.0±0.83µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.0_size_100000/vectorized_append      4.11      3.4±0.08ms        ? ?/sec     1.00   825.8±19.57µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.1_size_1000/vectorized_append        2.30     18.7±0.25µs        ? ?/sec     1.00      8.1±0.16µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.1_size_10000/vectorized_append       2.30    222.3±2.05µs        ? ?/sec     1.00     96.4±1.83µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.1_size_100000/vectorized_append      2.11      2.5±0.08ms        ? ?/sec     1.00  1182.3±11.18µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.5_size_1000/vectorized_append        2.09     12.9±0.21µs        ? ?/sec     1.00      6.1±0.29µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.5_size_10000/vectorized_append       1.93    202.2±6.66µs        ? ?/sec     1.00    104.6±2.83µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.5_size_100000/vectorized_append      1.54      2.2±0.05ms        ? ?/sec     1.00   1436.8±8.23µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.0_size_1000/vectorized_append       1.09     18.8±0.43µs        ? ?/sec     1.00     17.3±0.89µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.0_size_10000/vectorized_append      1.14    250.9±2.93µs        ? ?/sec     1.00    220.5±5.58µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.0_size_100000/vectorized_append     1.00     11.6±1.11ms        ? ?/sec     1.00     11.6±1.02ms        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.1_size_1000/vectorized_append       1.22     21.1±0.36µs        ? ?/sec     1.00     17.3±0.27µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.1_size_10000/vectorized_append      1.26    289.4±3.34µs        ? ?/sec     1.00    230.1±5.77µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.1_size_100000/vectorized_append     1.09     11.2±0.29ms        ? ?/sec     1.00     10.2±0.90ms        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.5_size_1000/vectorized_append       1.26     14.6±0.24µs        ? ?/sec     1.00     11.5±0.12µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.5_size_10000/vectorized_append      1.44    257.5±4.17µs        ? ?/sec     1.00   178.8±11.30µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.5_size_100000/vectorized_append     1.16      7.1±0.25ms        ? ?/sec     1.00      6.2±0.18ms        ? ?/sec

Are there any user-facing changes?

[zhuqi-lucas]

Hi @alamb can you trigger the benchmark here, i can't believe the benchmark result from my local, thanks!

cargo bench --bench aggregate_vectorized "/vectorized_append"

critcmp  --filter "/vectorized_append" optimize_vectorized_append  main
group                                                                                         main                                    optimize_vectorized_append
-----                                                                                         ----                                    --------------------------
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.0_size_1000/vectorized_append      6.83      5.8±0.09µs        ? ?/sec     1.00   855.4±11.16ns        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.0_size_10000/vectorized_append     5.20     54.6±1.44µs        ? ?/sec     1.00     10.5±0.49µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.0_size_100000/vectorized_append    4.13   555.2±16.42µs        ? ?/sec     1.00    134.3±2.45µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.1_size_1000/vectorized_append      1.87     13.0±0.17µs        ? ?/sec     1.00      6.9±0.19µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.1_size_10000/vectorized_append     1.79   135.8±25.78µs        ? ?/sec     1.00     75.9±0.67µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.1_size_100000/vectorized_append    1.61  1317.2±57.35µs        ? ?/sec     1.00    815.9±4.39µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.5_size_1000/vectorized_append      1.37      9.7±0.29µs        ? ?/sec     1.00      7.1±0.31µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.5_size_10000/vectorized_append     1.25    153.5±8.49µs        ? ?/sec     1.00    122.8±1.29µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.5_size_100000/vectorized_append    1.14  1626.3±163.43µs        ? ?/sec    1.00  1430.9±52.95µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.0_size_1000/vectorized_append        2.65     14.3±0.22µs        ? ?/sec     1.00      5.4±0.17µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.0_size_10000/vectorized_append       2.11    154.3±1.54µs        ? ?/sec     1.00     73.0±0.83µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.0_size_100000/vectorized_append      4.11      3.4±0.08ms        ? ?/sec     1.00   825.8±19.57µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.1_size_1000/vectorized_append        2.30     18.7±0.25µs        ? ?/sec     1.00      8.1±0.16µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.1_size_10000/vectorized_append       2.30    222.3±2.05µs        ? ?/sec     1.00     96.4±1.83µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.1_size_100000/vectorized_append      2.11      2.5±0.08ms        ? ?/sec     1.00  1182.3±11.18µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.5_size_1000/vectorized_append        2.09     12.9±0.21µs        ? ?/sec     1.00      6.1±0.29µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.5_size_10000/vectorized_append       1.93    202.2±6.66µs        ? ?/sec     1.00    104.6±2.83µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.5_size_100000/vectorized_append      1.54      2.2±0.05ms        ? ?/sec     1.00   1436.8±8.23µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.0_size_1000/vectorized_append       1.09     18.8±0.43µs        ? ?/sec     1.00     17.3±0.89µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.0_size_10000/vectorized_append      1.14    250.9±2.93µs        ? ?/sec     1.00    220.5±5.58µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.0_size_100000/vectorized_append     1.00     11.6±1.11ms        ? ?/sec     1.00     11.6±1.02ms        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.1_size_1000/vectorized_append       1.22     21.1±0.36µs        ? ?/sec     1.00     17.3±0.27µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.1_size_10000/vectorized_append      1.26    289.4±3.34µs        ? ?/sec     1.00    230.1±5.77µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.1_size_100000/vectorized_append     1.09     11.2±0.29ms        ? ?/sec     1.00     10.2±0.90ms        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.5_size_1000/vectorized_append       1.26     14.6±0.24µs        ? ?/sec     1.00     11.5±0.12µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.5_size_10000/vectorized_append      1.44    257.5±4.17µs        ? ?/sec     1.00   178.8±11.30µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.5_size_100000/vectorized_append     1.16      7.1±0.25ms        ? ?/sec     1.00      6.2±0.18ms        ? ?/sec

[alamb]

🤖 ./gh_compare_branch.sh Benchmark Script Running
Linux aal-dev 6.11.0-1016-gcp #16~24.04.1-Ubuntu SMP Wed May 28 02:40:52 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
Comparing optimize_vectorized_append (e690f44) to 518fb4b diff using: tpch_mem clickbench_partitioned clickbench_extended
Results will be posted here when complete

[alamb]

(I also queued up the mircobenchmark)

[alamb]

🤖: Benchmark completed

Details

Comparing HEAD and optimize_vectorized_append
--------------------
Benchmark clickbench_extended.json
--------------------
┏━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query        ┃        HEAD ┃ optimize_vectorized_append ┃        Change ┃
┡━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0     │  2019.08 ms │                 1983.36 ms │     no change │
│ QQuery 1     │   799.47 ms │                  744.28 ms │ +1.07x faster │
│ QQuery 2     │  1486.23 ms │                 1446.46 ms │     no change │
│ QQuery 3     │   682.78 ms │                  658.22 ms │     no change │
│ QQuery 4     │  1358.97 ms │                 1348.70 ms │     no change │
│ QQuery 5     │ 14505.76 ms │                14364.37 ms │     no change │
│ QQuery 6     │  2055.94 ms │                 2054.60 ms │     no change │
│ QQuery 7     │  1881.42 ms │                 1921.13 ms │     no change │
└──────────────┴─────────────┴────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                         ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                         │ 24789.64ms │
│ Total Time (optimize_vectorized_append)   │ 24521.12ms │
│ Average Time (HEAD)                       │  3098.70ms │
│ Average Time (optimize_vectorized_append) │  3065.14ms │
│ Queries Faster                            │          1 │
│ Queries Slower                            │          0 │
│ Queries with No Change                    │          7 │
│ Queries with Failure                      │          0 │
└───────────────────────────────────────────┴────────────┘
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃ Query        ┃        HEAD ┃ optimize_vectorized_append ┃       Change ┃
┡━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ QQuery 0     │     2.29 ms │                    2.37 ms │    no change │
│ QQuery 1     │    35.08 ms │                   34.09 ms │    no change │
│ QQuery 2     │    81.50 ms │                   80.30 ms │    no change │
│ QQuery 3     │   101.14 ms │                   97.59 ms │    no change │
│ QQuery 4     │   604.08 ms │                  589.09 ms │    no change │
│ QQuery 5     │   858.17 ms │                  869.38 ms │    no change │
│ QQuery 6     │     2.24 ms │                    2.27 ms │    no change │
│ QQuery 7     │    38.55 ms │                   39.05 ms │    no change │
│ QQuery 8     │   854.29 ms │                  860.17 ms │    no change │
│ QQuery 9     │  1172.60 ms │                 1208.72 ms │    no change │
│ QQuery 10    │   263.59 ms │                  258.22 ms │    no change │
│ QQuery 11    │   290.77 ms │                  285.25 ms │    no change │
│ QQuery 12    │   871.93 ms │                  881.71 ms │    no change │
│ QQuery 13    │  1240.79 ms │                 1262.15 ms │    no change │
│ QQuery 14    │   809.43 ms │                  819.75 ms │    no change │
│ QQuery 15    │   767.08 ms │                  790.94 ms │    no change │
│ QQuery 16    │  1563.95 ms │                 1573.91 ms │    no change │
│ QQuery 17    │  1562.25 ms │                 1567.96 ms │    no change │
│ QQuery 18    │  2808.79 ms │                 2805.20 ms │    no change │
│ QQuery 19    │    85.83 ms │                   88.86 ms │    no change │
│ QQuery 20    │  1135.01 ms │                 1176.02 ms │    no change │
│ QQuery 21    │  1286.62 ms │                 1340.08 ms │    no change │
│ QQuery 22    │  2108.01 ms │                 2193.74 ms │    no change │
│ QQuery 23    │  7451.92 ms │                 7508.48 ms │    no change │
│ QQuery 24    │   445.84 ms │                  444.66 ms │    no change │
│ QQuery 25    │   297.58 ms │                  309.06 ms │    no change │
│ QQuery 26    │   444.81 ms │                  444.84 ms │    no change │
│ QQuery 27    │  1535.51 ms │                 1570.58 ms │    no change │
│ QQuery 28    │ 12025.77 ms │                11988.03 ms │    no change │
│ QQuery 29    │   536.58 ms │                  526.83 ms │    no change │
│ QQuery 30    │   756.80 ms │                  801.63 ms │ 1.06x slower │
│ QQuery 31    │   800.50 ms │                  810.11 ms │    no change │
│ QQuery 32    │  2432.43 ms │                 2436.77 ms │    no change │
│ QQuery 33    │  3150.67 ms │                 3241.55 ms │    no change │
│ QQuery 34    │  3323.61 ms │                 3297.78 ms │    no change │
│ QQuery 35    │  1255.04 ms │                 1280.01 ms │    no change │
│ QQuery 36    │   118.79 ms │                  120.99 ms │    no change │
│ QQuery 37    │    52.61 ms │                   51.23 ms │    no change │
│ QQuery 38    │   118.43 ms │                  119.85 ms │    no change │
│ QQuery 39    │   190.34 ms │                  197.24 ms │    no change │
│ QQuery 40    │    42.34 ms │                   42.53 ms │    no change │
│ QQuery 41    │    37.27 ms │                   37.52 ms │    no change │
│ QQuery 42    │    32.95 ms │                   33.68 ms │    no change │
└──────────────┴─────────────┴────────────────────────────┴──────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                         ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                         │ 53593.77ms │
│ Total Time (optimize_vectorized_append)   │ 54090.17ms │
│ Average Time (HEAD)                       │  1246.37ms │
│ Average Time (optimize_vectorized_append) │  1257.91ms │
│ Queries Faster                            │          0 │
│ Queries Slower                            │          1 │
│ Queries with No Change                    │         42 │
│ Queries with Failure                      │          0 │
└───────────────────────────────────────────┴────────────┘
--------------------
Benchmark tpch_mem_sf1.json
--------------------
┏━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃ Query        ┃      HEAD ┃ optimize_vectorized_append ┃       Change ┃
┡━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ QQuery 1     │  98.34 ms │                   97.56 ms │    no change │
│ QQuery 2     │  19.81 ms │                   21.14 ms │ 1.07x slower │
│ QQuery 3     │  33.00 ms │                   32.49 ms │    no change │
│ QQuery 4     │  18.21 ms │                   18.53 ms │    no change │
│ QQuery 5     │  49.98 ms │                   50.70 ms │    no change │
│ QQuery 6     │  11.88 ms │                   11.92 ms │    no change │
│ QQuery 7     │  86.24 ms │                   88.99 ms │    no change │
│ QQuery 8     │  25.21 ms │                   24.98 ms │    no change │
│ QQuery 9     │  53.00 ms │                   53.90 ms │    no change │
│ QQuery 10    │  42.49 ms │                   42.18 ms │    no change │
│ QQuery 11    │  10.80 ms │                   10.87 ms │    no change │
│ QQuery 12    │  34.31 ms │                   34.85 ms │    no change │
│ QQuery 13    │  26.29 ms │                   25.82 ms │    no change │
│ QQuery 14    │   9.65 ms │                    9.77 ms │    no change │
│ QQuery 15    │  19.02 ms │                   19.47 ms │    no change │
│ QQuery 16    │  18.02 ms │                   17.71 ms │    no change │
│ QQuery 17    │  93.22 ms │                   95.71 ms │    no change │
│ QQuery 18    │ 195.02 ms │                  193.75 ms │    no change │
│ QQuery 19    │  25.19 ms │                   24.70 ms │    no change │
│ QQuery 20    │  30.77 ms │                   30.89 ms │    no change │
│ QQuery 21    │ 142.76 ms │                  144.11 ms │    no change │
│ QQuery 22    │  14.79 ms │                   15.00 ms │    no change │
└──────────────┴───────────┴────────────────────────────┴──────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
┃ Benchmark Summary                         ┃           ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
│ Total Time (HEAD)                         │ 1058.00ms │
│ Total Time (optimize_vectorized_append)   │ 1065.05ms │
│ Average Time (HEAD)                       │   48.09ms │
│ Average Time (optimize_vectorized_append) │   48.41ms │
│ Queries Faster                            │         0 │
│ Queries Slower                            │         1 │
│ Queries with No Change                    │        21 │
│ Queries with Failure                      │         0 │
└───────────────────────────────────────────┴───────────┘

[alamb]

🤖 ./gh_compare_branch.sh Benchmark Script Running
Linux aal-dev 6.11.0-1016-gcp #16~24.04.1-Ubuntu SMP Wed May 28 02:40:52 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
Comparing optimize_vectorized_append (e690f44) to 518fb4b diff using: clickbench_1
Results will be posted here when complete

[alamb]

🤖: Benchmark completed

Details

Comparing HEAD and optimize_vectorized_append
--------------------
Benchmark clickbench_1.json
--------------------
┏━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query        ┃        HEAD ┃ optimize_vectorized_append ┃        Change ┃
┡━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0     │     0.58 ms │                    0.58 ms │     no change │
│ QQuery 1     │    77.04 ms │                   76.48 ms │     no change │
│ QQuery 2     │   108.87 ms │                  110.64 ms │     no change │
│ QQuery 3     │   135.76 ms │                  130.26 ms │     no change │
│ QQuery 4     │   680.35 ms │                  733.70 ms │  1.08x slower │
│ QQuery 5     │   863.66 ms │                  889.17 ms │     no change │
│ QQuery 6     │     0.66 ms │                    0.62 ms │ +1.06x faster │
│ QQuery 7     │    89.34 ms │                   85.02 ms │     no change │
│ QQuery 8     │   861.88 ms │                  910.20 ms │  1.06x slower │
│ QQuery 9     │  1187.99 ms │                 1208.07 ms │     no change │
│ QQuery 10    │   302.79 ms │                  290.57 ms │     no change │
│ QQuery 11    │   332.28 ms │                  322.72 ms │     no change │
│ QQuery 12    │   855.76 ms │                  901.32 ms │  1.05x slower │
│ QQuery 13    │  1182.40 ms │                 1230.83 ms │     no change │
│ QQuery 14    │   797.24 ms │                  813.67 ms │     no change │
│ QQuery 15    │   825.20 ms │                  816.59 ms │     no change │
│ QQuery 16    │  1600.98 ms │                 1582.12 ms │     no change │
│ QQuery 17    │  1605.30 ms │                 1578.35 ms │     no change │
│ QQuery 18    │  3016.20 ms │                 2850.91 ms │ +1.06x faster │
│ QQuery 19    │   129.59 ms │                  127.01 ms │     no change │
│ QQuery 20    │  1161.82 ms │                 1196.51 ms │     no change │
│ QQuery 21    │  1377.42 ms │                 1395.11 ms │     no change │
│ QQuery 22    │  2363.21 ms │                 2427.95 ms │     no change │
│ QQuery 23    │  8071.40 ms │                 8028.66 ms │     no change │
│ QQuery 24    │   471.26 ms │                  483.69 ms │     no change │
│ QQuery 25    │   342.62 ms │                  362.00 ms │  1.06x slower │
│ QQuery 26    │   467.88 ms │                  474.14 ms │     no change │
│ QQuery 27    │  1725.26 ms │                 1687.63 ms │     no change │
│ QQuery 28    │ 12325.47 ms │                12705.30 ms │     no change │
│ QQuery 29    │   566.97 ms │                  559.88 ms │     no change │
│ QQuery 30    │   797.85 ms │                  815.06 ms │     no change │
│ QQuery 31    │   844.70 ms │                  848.65 ms │     no change │
│ QQuery 32    │  2481.79 ms │                 2454.44 ms │     no change │
│ QQuery 33    │  3332.67 ms │                 3303.16 ms │     no change │
│ QQuery 34    │  3421.35 ms │                 3327.91 ms │     no change │
│ QQuery 35    │  1287.98 ms │                 1276.73 ms │     no change │
│ QQuery 36    │   178.23 ms │                  174.34 ms │     no change │
│ QQuery 37    │   109.35 ms │                  103.94 ms │     no change │
│ QQuery 38    │   180.27 ms │                  181.63 ms │     no change │
│ QQuery 39    │   259.00 ms │                  259.37 ms │     no change │
│ QQuery 40    │    88.94 ms │                   88.97 ms │     no change │
│ QQuery 41    │    85.37 ms │                   84.80 ms │     no change │
│ QQuery 42    │    74.15 ms │                   81.46 ms │  1.10x slower │
└──────────────┴─────────────┴────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary                         ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)                         │ 56668.78ms │
│ Total Time (optimize_vectorized_append)   │ 56980.14ms │
│ Average Time (HEAD)                       │  1317.88ms │
│ Average Time (optimize_vectorized_append) │  1325.12ms │
│ Queries Faster                            │          2 │
│ Queries Slower                            │          5 │
│ Queries with No Change                    │         36 │
│ Queries with Failure                      │          0 │
└───────────────────────────────────────────┴────────────┘

[alamb]

🤖 ./gh_compare_branch_bench.sh Benchmark Script Running
Linux aal-dev 6.11.0-1016-gcp #16~24.04.1-Ubuntu SMP Wed May 28 02:40:52 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
Comparing optimize_vectorized_append (e690f44) to 518fb4b diff
BENCH_NAME=aggregate_vectorized
BENCH_COMMAND=cargo bench --bench aggregate_vectorized
BENCH_FILTER=
BENCH_BRANCH_NAME=optimize_vectorized_append
Results will be posted here when complete

[alamb]

🤖: Benchmark completed

Details

group                                                                                           main                                   optimize_vectorized_append
-----                                                                                           ----                                   --------------------------
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.0_size_1000/append_val               1.28      9.6±0.03µs        ? ?/sec    1.00      7.5±0.06µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.0_size_1000/vectorized_append        6.12      5.7±0.04µs        ? ?/sec    1.00    938.9±1.67ns        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.0_size_1000/vectorized_equal_to      1.00      9.3±0.02µs        ? ?/sec    1.03      9.6±0.01µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.0_size_10000/append_val              1.23     91.0±0.25µs        ? ?/sec    1.00     73.9±0.32µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.0_size_10000/vectorized_append       6.08     54.9±0.20µs        ? ?/sec    1.00      9.0±0.02µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.0_size_10000/vectorized_equal_to     1.00     93.1±0.11µs        ? ?/sec    1.03     95.8±0.09µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.0_size_100000/append_val             1.25    910.2±6.66µs        ? ?/sec    1.00    730.0±1.80µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.0_size_100000/vectorized_append      4.74    547.3±2.01µs        ? ?/sec    1.00    115.4±9.56µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.0_size_100000/vectorized_equal_to    1.00    937.1±1.21µs        ? ?/sec    1.03    964.8±1.30µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.1_size_1000/append_val               1.40     13.3±0.04µs        ? ?/sec    1.00      9.5±0.02µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.1_size_1000/vectorized_append        2.03     13.8±0.05µs        ? ?/sec    1.00      6.8±0.02µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.1_size_1000/vectorized_equal_to      1.00     10.2±0.01µs        ? ?/sec    1.02     10.4±0.01µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.1_size_10000/append_val              1.43    130.7±0.30µs        ? ?/sec    1.00     91.6±0.21µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.1_size_10000/vectorized_append       1.89    134.5±0.28µs        ? ?/sec    1.00     71.3±0.11µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.1_size_10000/vectorized_equal_to     1.00    101.3±0.17µs        ? ?/sec    1.02    103.7±0.09µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.1_size_100000/append_val             1.41   1307.2±4.61µs        ? ?/sec    1.00    925.6±3.28µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.1_size_100000/vectorized_append      1.80   1353.2±3.15µs        ? ?/sec    1.00    753.2±8.15µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.1_size_100000/vectorized_equal_to    1.00   1024.3±7.26µs        ? ?/sec    1.02   1046.4±2.16µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.5_size_1000/append_val               1.13     11.6±0.07µs        ? ?/sec    1.00     10.3±0.10µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.5_size_1000/vectorized_append        1.54     12.2±0.07µs        ? ?/sec    1.00      7.9±0.04µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.5_size_1000/vectorized_equal_to      1.00      7.3±0.02µs        ? ?/sec    1.02      7.5±0.02µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.5_size_10000/append_val              1.07    139.3±0.87µs        ? ?/sec    1.00    130.2±0.51µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.5_size_10000/vectorized_append       1.31    144.5±0.52µs        ? ?/sec    1.00    110.1±0.33µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.5_size_10000/vectorized_equal_to     1.02     88.4±0.15µs        ? ?/sec    1.00     86.3±0.56µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.5_size_100000/append_val             1.07   1419.0±6.24µs        ? ?/sec    1.00   1331.6±3.18µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.5_size_100000/vectorized_append      1.26   1465.8±5.74µs        ? ?/sec    1.00   1159.8±6.63µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.5_size_100000/vectorized_equal_to    1.03    915.4±2.71µs        ? ?/sec    1.00    892.3±1.58µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.0_size_1000/append_val                 1.10     18.1±0.04µs        ? ?/sec    1.00     16.5±0.04µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.0_size_1000/vectorized_append          2.10     12.8±0.03µs        ? ?/sec    1.00      6.1±0.06µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.0_size_1000/vectorized_equal_to        1.00      8.2±0.02µs        ? ?/sec    1.02      8.4±0.01µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.0_size_10000/append_val                1.10    186.7±0.60µs        ? ?/sec    1.00    169.6±0.82µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.0_size_10000/vectorized_append         2.09    146.7±0.61µs        ? ?/sec    1.00     70.3±0.19µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.0_size_10000/vectorized_equal_to       1.00     91.4±0.23µs        ? ?/sec    1.00     91.0±0.19µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.0_size_100000/append_val               1.07      4.0±0.05ms        ? ?/sec    1.00      3.7±0.03ms        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.0_size_100000/vectorized_append        4.62      3.5±0.05ms        ? ?/sec    1.00    766.6±4.97µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.0_size_100000/vectorized_equal_to      1.00    990.3±3.91µs        ? ?/sec    1.01    999.0±3.13µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.1_size_1000/append_val                 1.20     20.0±0.08µs        ? ?/sec    1.00     16.7±0.05µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.1_size_1000/vectorized_append          2.20     20.2±0.11µs        ? ?/sec    1.00      9.2±0.03µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.1_size_1000/vectorized_equal_to        1.00      9.1±0.03µs        ? ?/sec    1.01      9.2±0.02µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.1_size_10000/append_val                1.13    220.1±0.61µs        ? ?/sec    1.00    194.6±0.43µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.1_size_10000/vectorized_append         1.95    222.2±0.65µs        ? ?/sec    1.00    113.8±0.35µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.1_size_10000/vectorized_equal_to       1.00    101.6±0.31µs        ? ?/sec    1.02    104.0±0.25µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.1_size_100000/append_val               1.13      2.4±0.01ms        ? ?/sec    1.00      2.1±0.01ms        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.1_size_100000/vectorized_append        2.07      2.4±0.01ms        ? ?/sec    1.00   1166.5±2.92µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.1_size_100000/vectorized_equal_to      1.00   1110.7±3.94µs        ? ?/sec    1.01   1123.7±2.81µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.5_size_1000/append_val                 1.08     14.5±0.18µs        ? ?/sec    1.00     13.4±0.11µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.5_size_1000/vectorized_append          2.25     15.0±0.10µs        ? ?/sec    1.00      6.7±0.04µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.5_size_1000/vectorized_equal_to        1.00      6.4±0.01µs        ? ?/sec    1.02      6.6±0.02µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.5_size_10000/append_val                1.05    188.2±0.48µs        ? ?/sec    1.00    178.5±0.51µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.5_size_10000/vectorized_append         1.54    189.8±0.42µs        ? ?/sec    1.00    123.0±0.35µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.5_size_10000/vectorized_equal_to       1.00     94.3±0.42µs        ? ?/sec    1.00     94.7±0.35µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.5_size_100000/append_val               1.08  1996.7±10.57µs        ? ?/sec    1.00   1853.9±4.97µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.5_size_100000/vectorized_append        1.52      2.0±0.01ms        ? ?/sec    1.00   1329.0±3.75µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.5_size_100000/vectorized_equal_to      1.01   1064.2±2.62µs        ? ?/sec    1.00   1056.0±5.27µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.0_size_1000/append_val                1.15     23.1±0.46µs        ? ?/sec    1.00     20.2±0.12µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.0_size_1000/vectorized_append         1.25     19.2±0.46µs        ? ?/sec    1.00     15.3±0.15µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.0_size_1000/vectorized_equal_to       1.00     12.2±0.07µs        ? ?/sec    1.00     12.2±0.05µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.0_size_10000/append_val               1.00    249.3±1.71µs        ? ?/sec    1.46    365.0±4.91µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.0_size_10000/vectorized_append        1.14    222.4±3.00µs        ? ?/sec    1.00    194.9±4.60µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.0_size_10000/vectorized_equal_to      1.00    165.8±4.55µs        ? ?/sec    1.02    168.6±7.02µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.0_size_100000/append_val              1.02     14.7±0.25ms        ? ?/sec    1.00     14.4±0.26ms        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.0_size_100000/vectorized_append       1.12     14.2±0.24ms        ? ?/sec    1.00     12.7±0.24ms        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.0_size_100000/vectorized_equal_to     1.03      3.7±0.06ms        ? ?/sec    1.00      3.6±0.05ms        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.1_size_1000/append_val                1.05     21.7±0.29µs        ? ?/sec    1.00     20.6±0.21µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.1_size_1000/vectorized_append         1.44     23.9±0.50µs        ? ?/sec    1.00     16.6±0.17µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.1_size_1000/vectorized_equal_to       1.00     11.8±0.07µs        ? ?/sec    1.02     12.0±0.11µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.1_size_10000/append_val               1.00    276.9±2.91µs        ? ?/sec    1.38    382.7±1.72µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.1_size_10000/vectorized_append        1.32    277.5±1.55µs        ? ?/sec    1.00    209.5±2.51µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.1_size_10000/vectorized_equal_to      1.00    172.7±4.76µs        ? ?/sec    1.00    172.9±5.08µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.1_size_100000/append_val              1.04     13.9±0.22ms        ? ?/sec    1.00     13.3±0.23ms        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.1_size_100000/vectorized_append       1.19     14.1±0.25ms        ? ?/sec    1.00     11.8±0.21ms        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.1_size_100000/vectorized_equal_to     1.01      3.5±0.07ms        ? ?/sec    1.00      3.5±0.06ms        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.5_size_1000/append_val                1.00     17.6±0.18µs        ? ?/sec    1.02     17.9±0.16µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.5_size_1000/vectorized_append         1.51     17.6±0.23µs        ? ?/sec    1.00     11.6±0.27µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.5_size_1000/vectorized_equal_to       1.00      7.9±0.04µs        ? ?/sec    1.03      8.1±0.06µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.5_size_10000/append_val               1.01    246.3±1.85µs        ? ?/sec    1.00    244.3±1.22µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.5_size_10000/vectorized_append        1.42    250.3±2.07µs        ? ?/sec    1.00    176.3±0.47µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.5_size_10000/vectorized_equal_to      1.00    144.1±0.85µs        ? ?/sec    1.00    144.3±0.82µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.5_size_100000/append_val              1.05      8.7±0.19ms        ? ?/sec    1.00      8.3±0.19ms        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.5_size_100000/vectorized_append       1.28      8.7±0.17ms        ? ?/sec    1.00      6.8±0.23ms        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.5_size_100000/vectorized_equal_to     1.03      2.1±0.03ms        ? ?/sec    1.00      2.1±0.03ms        ? ?/sec

[zhuqi-lucas]

🤖: Benchmark completed

Details

group                                                                                           main                                   optimize_vectorized_append
-----                                                                                           ----                                   --------------------------
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.0_size_1000/append_val               1.28      9.6±0.03µs        ? ?/sec    1.00      7.5±0.06µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.0_size_1000/vectorized_append        6.12      5.7±0.04µs        ? ?/sec    1.00    938.9±1.67ns        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.0_size_1000/vectorized_equal_to      1.00      9.3±0.02µs        ? ?/sec    1.03      9.6±0.01µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.0_size_10000/append_val              1.23     91.0±0.25µs        ? ?/sec    1.00     73.9±0.32µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.0_size_10000/vectorized_append       6.08     54.9±0.20µs        ? ?/sec    1.00      9.0±0.02µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.0_size_10000/vectorized_equal_to     1.00     93.1±0.11µs        ? ?/sec    1.03     95.8±0.09µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.0_size_100000/append_val             1.25    910.2±6.66µs        ? ?/sec    1.00    730.0±1.80µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.0_size_100000/vectorized_append      4.74    547.3±2.01µs        ? ?/sec    1.00    115.4±9.56µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.0_size_100000/vectorized_equal_to    1.00    937.1±1.21µs        ? ?/sec    1.03    964.8±1.30µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.1_size_1000/append_val               1.40     13.3±0.04µs        ? ?/sec    1.00      9.5±0.02µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.1_size_1000/vectorized_append        2.03     13.8±0.05µs        ? ?/sec    1.00      6.8±0.02µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.1_size_1000/vectorized_equal_to      1.00     10.2±0.01µs        ? ?/sec    1.02     10.4±0.01µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.1_size_10000/append_val              1.43    130.7±0.30µs        ? ?/sec    1.00     91.6±0.21µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.1_size_10000/vectorized_append       1.89    134.5±0.28µs        ? ?/sec    1.00     71.3±0.11µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.1_size_10000/vectorized_equal_to     1.00    101.3±0.17µs        ? ?/sec    1.02    103.7±0.09µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.1_size_100000/append_val             1.41   1307.2±4.61µs        ? ?/sec    1.00    925.6±3.28µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.1_size_100000/vectorized_append      1.80   1353.2±3.15µs        ? ?/sec    1.00    753.2±8.15µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.1_size_100000/vectorized_equal_to    1.00   1024.3±7.26µs        ? ?/sec    1.02   1046.4±2.16µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.5_size_1000/append_val               1.13     11.6±0.07µs        ? ?/sec    1.00     10.3±0.10µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.5_size_1000/vectorized_append        1.54     12.2±0.07µs        ? ?/sec    1.00      7.9±0.04µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.5_size_1000/vectorized_equal_to      1.00      7.3±0.02µs        ? ?/sec    1.02      7.5±0.02µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.5_size_10000/append_val              1.07    139.3±0.87µs        ? ?/sec    1.00    130.2±0.51µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.5_size_10000/vectorized_append       1.31    144.5±0.52µs        ? ?/sec    1.00    110.1±0.33µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.5_size_10000/vectorized_equal_to     1.02     88.4±0.15µs        ? ?/sec    1.00     86.3±0.56µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.5_size_100000/append_val             1.07   1419.0±6.24µs        ? ?/sec    1.00   1331.6±3.18µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.5_size_100000/vectorized_append      1.26   1465.8±5.74µs        ? ?/sec    1.00   1159.8±6.63µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/inlined_null_0.5_size_100000/vectorized_equal_to    1.03    915.4±2.71µs        ? ?/sec    1.00    892.3±1.58µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.0_size_1000/append_val                 1.10     18.1±0.04µs        ? ?/sec    1.00     16.5±0.04µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.0_size_1000/vectorized_append          2.10     12.8±0.03µs        ? ?/sec    1.00      6.1±0.06µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.0_size_1000/vectorized_equal_to        1.00      8.2±0.02µs        ? ?/sec    1.02      8.4±0.01µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.0_size_10000/append_val                1.10    186.7±0.60µs        ? ?/sec    1.00    169.6±0.82µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.0_size_10000/vectorized_append         2.09    146.7±0.61µs        ? ?/sec    1.00     70.3±0.19µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.0_size_10000/vectorized_equal_to       1.00     91.4±0.23µs        ? ?/sec    1.00     91.0±0.19µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.0_size_100000/append_val               1.07      4.0±0.05ms        ? ?/sec    1.00      3.7±0.03ms        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.0_size_100000/vectorized_append        4.62      3.5±0.05ms        ? ?/sec    1.00    766.6±4.97µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.0_size_100000/vectorized_equal_to      1.00    990.3±3.91µs        ? ?/sec    1.01    999.0±3.13µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.1_size_1000/append_val                 1.20     20.0±0.08µs        ? ?/sec    1.00     16.7±0.05µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.1_size_1000/vectorized_append          2.20     20.2±0.11µs        ? ?/sec    1.00      9.2±0.03µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.1_size_1000/vectorized_equal_to        1.00      9.1±0.03µs        ? ?/sec    1.01      9.2±0.02µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.1_size_10000/append_val                1.13    220.1±0.61µs        ? ?/sec    1.00    194.6±0.43µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.1_size_10000/vectorized_append         1.95    222.2±0.65µs        ? ?/sec    1.00    113.8±0.35µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.1_size_10000/vectorized_equal_to       1.00    101.6±0.31µs        ? ?/sec    1.02    104.0±0.25µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.1_size_100000/append_val               1.13      2.4±0.01ms        ? ?/sec    1.00      2.1±0.01ms        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.1_size_100000/vectorized_append        2.07      2.4±0.01ms        ? ?/sec    1.00   1166.5±2.92µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.1_size_100000/vectorized_equal_to      1.00   1110.7±3.94µs        ? ?/sec    1.01   1123.7±2.81µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.5_size_1000/append_val                 1.08     14.5±0.18µs        ? ?/sec    1.00     13.4±0.11µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.5_size_1000/vectorized_append          2.25     15.0±0.10µs        ? ?/sec    1.00      6.7±0.04µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.5_size_1000/vectorized_equal_to        1.00      6.4±0.01µs        ? ?/sec    1.02      6.6±0.02µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.5_size_10000/append_val                1.05    188.2±0.48µs        ? ?/sec    1.00    178.5±0.51µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.5_size_10000/vectorized_append         1.54    189.8±0.42µs        ? ?/sec    1.00    123.0±0.35µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.5_size_10000/vectorized_equal_to       1.00     94.3±0.42µs        ? ?/sec    1.00     94.7±0.35µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.5_size_100000/append_val               1.08  1996.7±10.57µs        ? ?/sec    1.00   1853.9±4.97µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.5_size_100000/vectorized_append        1.52      2.0±0.01ms        ? ?/sec    1.00   1329.0±3.75µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/mixed_null_0.5_size_100000/vectorized_equal_to      1.01   1064.2±2.62µs        ? ?/sec    1.00   1056.0±5.27µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.0_size_1000/append_val                1.15     23.1±0.46µs        ? ?/sec    1.00     20.2±0.12µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.0_size_1000/vectorized_append         1.25     19.2±0.46µs        ? ?/sec    1.00     15.3±0.15µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.0_size_1000/vectorized_equal_to       1.00     12.2±0.07µs        ? ?/sec    1.00     12.2±0.05µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.0_size_10000/append_val               1.00    249.3±1.71µs        ? ?/sec    1.46    365.0±4.91µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.0_size_10000/vectorized_append        1.14    222.4±3.00µs        ? ?/sec    1.00    194.9±4.60µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.0_size_10000/vectorized_equal_to      1.00    165.8±4.55µs        ? ?/sec    1.02    168.6±7.02µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.0_size_100000/append_val              1.02     14.7±0.25ms        ? ?/sec    1.00     14.4±0.26ms        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.0_size_100000/vectorized_append       1.12     14.2±0.24ms        ? ?/sec    1.00     12.7±0.24ms        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.0_size_100000/vectorized_equal_to     1.03      3.7±0.06ms        ? ?/sec    1.00      3.6±0.05ms        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.1_size_1000/append_val                1.05     21.7±0.29µs        ? ?/sec    1.00     20.6±0.21µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.1_size_1000/vectorized_append         1.44     23.9±0.50µs        ? ?/sec    1.00     16.6±0.17µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.1_size_1000/vectorized_equal_to       1.00     11.8±0.07µs        ? ?/sec    1.02     12.0±0.11µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.1_size_10000/append_val               1.00    276.9±2.91µs        ? ?/sec    1.38    382.7±1.72µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.1_size_10000/vectorized_append        1.32    277.5±1.55µs        ? ?/sec    1.00    209.5±2.51µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.1_size_10000/vectorized_equal_to      1.00    172.7±4.76µs        ? ?/sec    1.00    172.9±5.08µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.1_size_100000/append_val              1.04     13.9±0.22ms        ? ?/sec    1.00     13.3±0.23ms        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.1_size_100000/vectorized_append       1.19     14.1±0.25ms        ? ?/sec    1.00     11.8±0.21ms        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.1_size_100000/vectorized_equal_to     1.01      3.5±0.07ms        ? ?/sec    1.00      3.5±0.06ms        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.5_size_1000/append_val                1.00     17.6±0.18µs        ? ?/sec    1.02     17.9±0.16µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.5_size_1000/vectorized_append         1.51     17.6±0.23µs        ? ?/sec    1.00     11.6±0.27µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.5_size_1000/vectorized_equal_to       1.00      7.9±0.04µs        ? ?/sec    1.03      8.1±0.06µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.5_size_10000/append_val               1.01    246.3±1.85µs        ? ?/sec    1.00    244.3±1.22µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.5_size_10000/vectorized_append        1.42    250.3±2.07µs        ? ?/sec    1.00    176.3±0.47µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.5_size_10000/vectorized_equal_to      1.00    144.1±0.85µs        ? ?/sec    1.00    144.3±0.82µs        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.5_size_100000/append_val              1.05      8.7±0.19ms        ? ?/sec    1.00      8.3±0.19ms        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.5_size_100000/vectorized_append       1.28      8.7±0.17ms        ? ?/sec    1.00      6.8±0.23ms        ? ?/sec
ByteViewGroupValueBuilder_vectorized_append/random_null_0.5_size_100000/vectorized_equal_to     1.03      2.1±0.03ms        ? ?/sec    1.00      2.1±0.03ms        ? ?/sec

Thank you @alamb , it is almost the same result from my local. But the clickbench/tpch seems no change.

[alamb]

Thank you @alamb , it is almost the same result from my local. But the clickbench/tpch seems no change.

Yeah, I was hoping to see some end to end performance improvements too. I'll try and look carefully at this PR over the next day or two