WIP by Dandandan · Pull Request #20951 · apache/datafusion

Dandandan · 2026-03-15T07:27:58Z

Which issue does this PR close?

Closes #.

Rationale for this change

What changes are included in this PR?

Are these changes tested?

Are there any user-facing changes?

Dandandan · 2026-03-15T07:28:05Z

run benchmarks

adriangbot · 2026-03-15T07:30:19Z

🤖 Benchmark running (GKE) | trigger
Linux bench-c4062464607-276-n9qsd 6.12.55+ #1 SMP Sun Feb 1 08:59:41 UTC 2026 aarch64 GNU/Linux
Comparing join_vectorize2 (5d7d477) to 9c3c01a (merge-base) diff using: clickbench_partitioned
Results will be posted here when complete

adriangbot · 2026-03-15T07:30:47Z

🤖 Benchmark running (GKE) | trigger
Linux bench-c4062464607-277-j7xz8 6.12.55+ #1 SMP Sun Feb 1 08:59:41 UTC 2026 aarch64 GNU/Linux
Comparing join_vectorize2 (5d7d477) to 9c3c01a (merge-base) diff using: tpcds
Results will be posted here when complete

adriangbot · 2026-03-15T07:31:00Z

🤖 Benchmark running (GKE) | trigger
Linux bench-c4062464607-278-c6fcs 6.12.55+ #1 SMP Sun Feb 1 08:59:41 UTC 2026 aarch64 GNU/Linux
Comparing join_vectorize2 (5d7d477) to 9c3c01a (merge-base) diff using: tpch
Results will be posted here when complete

adriangbot · 2026-03-15T07:41:34Z

🤖 Benchmark completed (GKE) | trigger

Details

Comparing HEAD and join_vectorize2
--------------------
Benchmark tpch_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃ Query     ┃                           HEAD ┃                join_vectorize2 ┃       Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ QQuery 1  │ 46.46 / 47.08 ±0.75 / 48.51 ms │ 46.84 / 48.06 ±1.29 / 50.11 ms │    no change │
│ QQuery 2  │ 24.42 / 24.86 ±0.30 / 25.22 ms │ 26.03 / 26.63 ±0.53 / 27.36 ms │ 1.07x slower │
│ QQuery 3  │ 33.52 / 33.66 ±0.14 / 33.85 ms │ 34.11 / 34.82 ±0.55 / 35.78 ms │    no change │
│ QQuery 4  │ 22.28 / 22.45 ±0.27 / 22.99 ms │ 22.24 / 22.53 ±0.36 / 23.22 ms │    no change │
│ QQuery 5  │ 51.10 / 54.00 ±1.54 / 55.71 ms │ 51.60 / 54.14 ±1.84 / 56.56 ms │    no change │
│ QQuery 6  │ 17.83 / 17.95 ±0.11 / 18.12 ms │ 17.94 / 18.14 ±0.17 / 18.41 ms │    no change │
│ QQuery 7  │ 57.47 / 60.54 ±2.09 / 62.36 ms │ 58.64 / 59.87 ±1.15 / 62.02 ms │    no change │
│ QQuery 8  │ 51.42 / 51.74 ±0.26 / 52.22 ms │ 52.42 / 52.93 ±0.55 / 53.78 ms │    no change │
│ QQuery 9  │ 57.06 / 57.63 ±0.61 / 58.73 ms │ 57.82 / 58.54 ±0.84 / 59.81 ms │    no change │
│ QQuery 10 │ 72.31 / 74.09 ±1.30 / 75.85 ms │ 74.01 / 75.31 ±0.98 / 76.99 ms │    no change │
│ QQuery 11 │ 16.83 / 17.24 ±0.47 / 18.14 ms │ 17.39 / 17.72 ±0.18 / 17.88 ms │    no change │
│ QQuery 12 │ 29.04 / 29.48 ±0.41 / 30.04 ms │ 29.39 / 30.05 ±0.50 / 30.92 ms │    no change │
│ QQuery 13 │ 40.50 / 41.51 ±0.92 / 42.78 ms │ 39.64 / 40.72 ±0.80 / 41.56 ms │    no change │
│ QQuery 14 │ 29.27 / 29.87 ±0.63 / 30.94 ms │ 29.84 / 30.21 ±0.50 / 31.19 ms │    no change │
│ QQuery 15 │ 36.05 / 36.47 ±0.31 / 36.92 ms │ 37.64 / 38.02 ±0.39 / 38.74 ms │    no change │
│ QQuery 16 │ 18.56 / 18.82 ±0.23 / 19.25 ms │ 18.35 / 18.61 ±0.14 / 18.76 ms │    no change │
│ QQuery 17 │ 75.57 / 76.68 ±0.98 / 78.21 ms │ 76.32 / 76.98 ±0.56 / 77.79 ms │    no change │
│ QQuery 18 │ 81.49 / 82.97 ±0.97 / 84.01 ms │ 81.48 / 83.35 ±1.51 / 85.37 ms │    no change │
│ QQuery 19 │ 38.50 / 39.11 ±0.58 / 40.15 ms │ 39.13 / 40.10 ±0.81 / 41.50 ms │    no change │
│ QQuery 20 │ 42.53 / 43.48 ±0.59 / 44.11 ms │ 45.00 / 45.49 ±0.44 / 46.32 ms │    no change │
│ QQuery 21 │ 69.47 / 70.79 ±1.13 / 72.81 ms │ 71.37 / 73.78 ±2.01 / 76.86 ms │    no change │
│ QQuery 22 │ 20.11 / 20.51 ±0.41 / 21.29 ms │ 20.39 / 21.05 ±0.38 / 21.39 ms │    no change │
└───────────┴────────────────────────────────┴────────────────────────────────┴──────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━┓
┃ Benchmark Summary              ┃          ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━┩
│ Total Time (HEAD)              │ 950.97ms │
│ Total Time (join_vectorize2)   │ 967.04ms │
│ Average Time (HEAD)            │  43.23ms │
│ Average Time (join_vectorize2) │  43.96ms │
│ Queries Faster                 │        0 │
│ Queries Slower                 │        1 │
│ Queries with No Change         │       21 │
│ Queries with Failure           │        0 │
└────────────────────────────────┴──────────┘

Resource Usage

tpch — base (merge-base)

Metric	Value
Wall time	5.0s
Peak memory	4.0 GiB
Avg memory	3.4 GiB
CPU user	34.0s
CPU sys	3.1s
Disk read	0 B
Disk write	148.0 KiB

tpch — branch

Metric	Value
Wall time	5.1s
Peak memory	4.0 GiB
Avg memory	3.5 GiB
CPU user	34.2s
CPU sys	3.3s
Disk read	0 B
Disk write	68.0 KiB

adriangbot · 2026-03-15T07:47:40Z

🤖 Benchmark completed (GKE) | trigger

Details

Comparing HEAD and join_vectorize2
--------------------
Benchmark tpcds_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                     HEAD ┃                          join_vectorize2 ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │           49.77 / 50.87 ±0.86 / 52.12 ms │           48.86 / 50.16 ±0.73 / 50.87 ms │     no change │
│ QQuery 2  │        157.35 / 158.02 ±0.85 / 159.65 ms │        155.30 / 156.65 ±0.99 / 157.88 ms │     no change │
│ QQuery 3  │        119.80 / 120.86 ±0.76 / 122.07 ms │        120.98 / 121.57 ±0.55 / 122.56 ms │     no change │
│ QQuery 4  │    1433.11 / 1452.02 ±14.12 / 1472.28 ms │    1422.64 / 1454.60 ±20.25 / 1484.77 ms │     no change │
│ QQuery 5  │        186.26 / 188.85 ±1.84 / 191.83 ms │        187.90 / 189.05 ±1.56 / 192.10 ms │     no change │
│ QQuery 6  │    1071.89 / 1096.22 ±23.85 / 1140.47 ms │    1053.12 / 1081.12 ±20.45 / 1109.47 ms │     no change │
│ QQuery 7  │        364.73 / 366.39 ±1.75 / 369.56 ms │        360.56 / 366.08 ±4.33 / 372.26 ms │     no change │
│ QQuery 8  │        123.63 / 126.10 ±1.38 / 127.80 ms │        123.64 / 126.21 ±1.79 / 129.05 ms │     no change │
│ QQuery 9  │       113.99 / 121.72 ±10.61 / 142.44 ms │        112.82 / 117.54 ±2.71 / 121.06 ms │     no change │
│ QQuery 10 │        116.05 / 118.23 ±1.61 / 120.81 ms │        115.49 / 116.50 ±0.94 / 117.67 ms │     no change │
│ QQuery 11 │     1027.35 / 1034.81 ±6.43 / 1046.49 ms │     984.13 / 1015.74 ±17.78 / 1033.84 ms │     no change │
│ QQuery 12 │           48.58 / 50.26 ±1.31 / 51.47 ms │           48.58 / 50.60 ±1.47 / 52.81 ms │     no change │
│ QQuery 13 │        413.97 / 420.02 ±5.42 / 429.61 ms │        416.51 / 417.44 ±1.06 / 419.28 ms │     no change │
│ QQuery 14 │     1116.13 / 1119.22 ±3.06 / 1125.11 ms │     1098.35 / 1104.14 ±4.50 / 1110.70 ms │     no change │
│ QQuery 15 │           18.65 / 19.67 ±0.88 / 20.94 ms │           17.84 / 19.16 ±2.31 / 23.76 ms │     no change │
│ QQuery 16 │           46.56 / 47.25 ±0.52 / 48.06 ms │           46.82 / 47.28 ±0.77 / 48.81 ms │     no change │
│ QQuery 17 │        255.18 / 257.66 ±1.45 / 259.08 ms │        253.14 / 254.83 ±1.12 / 256.02 ms │     no change │
│ QQuery 18 │        135.04 / 137.20 ±2.01 / 140.89 ms │        133.30 / 135.17 ±1.19 / 136.91 ms │     no change │
│ QQuery 19 │        166.38 / 168.53 ±1.24 / 169.94 ms │        164.67 / 166.22 ±1.62 / 169.19 ms │     no change │
│ QQuery 20 │           15.95 / 16.75 ±0.54 / 17.41 ms │           16.28 / 17.10 ±0.55 / 17.78 ms │     no change │
│ QQuery 21 │           24.67 / 24.82 ±0.19 / 25.20 ms │           23.95 / 24.73 ±0.51 / 25.46 ms │     no change │
│ QQuery 22 │       531.08 / 538.26 ±11.83 / 561.84 ms │        523.54 / 531.81 ±5.14 / 537.94 ms │     no change │
│ QQuery 23 │       982.97 / 994.13 ±6.95 / 1000.46 ms │       980.86 / 991.69 ±8.18 / 1000.05 ms │     no change │
│ QQuery 24 │        445.34 / 447.77 ±1.80 / 449.93 ms │        446.30 / 448.94 ±2.45 / 452.05 ms │     no change │
│ QQuery 25 │        371.61 / 374.60 ±2.13 / 377.46 ms │        369.73 / 373.97 ±2.50 / 376.93 ms │     no change │
│ QQuery 26 │           88.88 / 90.40 ±1.87 / 93.93 ms │           86.52 / 87.79 ±1.04 / 89.35 ms │     no change │
│ QQuery 27 │        358.04 / 361.54 ±2.93 / 365.85 ms │        360.21 / 361.38 ±1.22 / 363.53 ms │     no change │
│ QQuery 28 │        155.11 / 155.99 ±0.68 / 156.75 ms │        155.60 / 156.52 ±0.66 / 157.31 ms │     no change │
│ QQuery 29 │        315.28 / 319.93 ±3.98 / 326.14 ms │        313.11 / 315.34 ±2.92 / 321.06 ms │     no change │
│ QQuery 30 │           50.68 / 52.13 ±1.13 / 54.14 ms │           47.73 / 49.19 ±1.26 / 50.79 ms │ +1.06x faster │
│ QQuery 31 │        186.76 / 189.68 ±2.58 / 194.07 ms │        184.66 / 187.74 ±2.04 / 190.24 ms │     no change │
│ QQuery 32 │           62.19 / 63.34 ±0.80 / 64.43 ms │           62.13 / 63.59 ±1.12 / 65.20 ms │     no change │
│ QQuery 33 │        152.69 / 155.00 ±1.46 / 156.54 ms │        153.32 / 155.44 ±1.36 / 157.22 ms │     no change │
│ QQuery 34 │        113.04 / 115.52 ±1.72 / 118.04 ms │        111.61 / 113.17 ±1.17 / 114.74 ms │     no change │
│ QQuery 35 │        118.93 / 121.38 ±1.75 / 124.41 ms │        117.70 / 119.39 ±1.41 / 121.53 ms │     no change │
│ QQuery 36 │        221.62 / 227.94 ±4.51 / 234.51 ms │        226.62 / 230.78 ±3.49 / 236.54 ms │     no change │
│ QQuery 37 │        187.40 / 190.36 ±2.45 / 194.19 ms │        189.14 / 191.04 ±2.16 / 194.67 ms │     no change │
│ QQuery 38 │          93.83 / 98.20 ±2.39 / 100.27 ms │          94.98 / 97.85 ±1.76 / 100.40 ms │     no change │
│ QQuery 39 │        142.92 / 145.66 ±1.40 / 146.73 ms │        143.98 / 145.78 ±2.26 / 150.15 ms │     no change │
│ QQuery 40 │        120.38 / 126.36 ±5.25 / 135.48 ms │        117.90 / 123.25 ±5.40 / 133.46 ms │     no change │
│ QQuery 41 │           18.51 / 19.75 ±1.60 / 22.89 ms │           18.04 / 19.14 ±1.15 / 21.16 ms │     no change │
│ QQuery 42 │        113.93 / 115.08 ±0.83 / 116.33 ms │        113.49 / 115.38 ±1.51 / 117.69 ms │     no change │
│ QQuery 43 │           89.51 / 91.09 ±1.13 / 92.81 ms │           89.77 / 90.33 ±0.42 / 90.70 ms │     no change │
│ QQuery 44 │           18.25 / 18.49 ±0.25 / 18.98 ms │           17.58 / 17.80 ±0.17 / 18.08 ms │     no change │
│ QQuery 45 │           57.02 / 58.79 ±1.08 / 60.37 ms │           59.23 / 60.50 ±1.08 / 62.16 ms │     no change │
│ QQuery 46 │        248.30 / 249.94 ±1.39 / 251.58 ms │        243.16 / 246.30 ±2.63 / 250.18 ms │     no change │
│ QQuery 47 │        795.36 / 804.10 ±5.05 / 809.22 ms │       794.54 / 816.65 ±22.32 / 856.08 ms │     no change │
│ QQuery 48 │        296.61 / 301.06 ±3.47 / 306.61 ms │        303.59 / 309.11 ±3.76 / 314.38 ms │     no change │
│ QQuery 49 │        267.98 / 269.57 ±1.30 / 271.00 ms │        267.69 / 268.49 ±0.74 / 269.86 ms │     no change │
│ QQuery 50 │        249.96 / 252.69 ±1.61 / 254.69 ms │        251.30 / 257.20 ±3.46 / 261.86 ms │     no change │
│ QQuery 51 │        196.68 / 198.91 ±1.84 / 201.55 ms │        198.58 / 200.36 ±2.04 / 204.35 ms │     no change │
│ QQuery 52 │        113.32 / 115.48 ±1.26 / 116.90 ms │        113.77 / 116.63 ±1.97 / 118.91 ms │     no change │
│ QQuery 53 │        109.69 / 110.28 ±0.55 / 111.12 ms │        111.13 / 112.61 ±1.21 / 114.48 ms │     no change │
│ QQuery 54 │        156.49 / 157.97 ±1.75 / 160.31 ms │        160.94 / 162.44 ±0.94 / 163.51 ms │     no change │
│ QQuery 55 │        112.08 / 112.94 ±0.65 / 114.04 ms │        113.24 / 114.32 ±0.97 / 116.09 ms │     no change │
│ QQuery 56 │        152.97 / 154.09 ±1.05 / 156.02 ms │        153.90 / 156.13 ±1.13 / 156.96 ms │     no change │
│ QQuery 57 │        195.71 / 198.74 ±3.83 / 206.21 ms │        194.51 / 197.90 ±2.09 / 200.56 ms │     no change │
│ QQuery 58 │        310.68 / 321.23 ±8.74 / 336.04 ms │        315.94 / 321.07 ±3.71 / 327.56 ms │     no change │
│ QQuery 59 │        217.63 / 219.43 ±1.14 / 220.47 ms │        217.04 / 219.37 ±1.88 / 222.17 ms │     no change │
│ QQuery 60 │        157.96 / 161.27 ±4.64 / 170.48 ms │        157.94 / 160.22 ±2.03 / 163.36 ms │     no change │
│ QQuery 61 │        182.86 / 184.81 ±1.14 / 186.24 ms │        184.28 / 189.18 ±2.78 / 192.09 ms │     no change │
│ QQuery 62 │      965.83 / 978.15 ±16.97 / 1010.47 ms │      916.34 / 982.30 ±56.08 / 1085.66 ms │     no change │
│ QQuery 63 │        112.09 / 115.21 ±2.45 / 119.58 ms │        110.83 / 113.12 ±1.57 / 114.93 ms │     no change │
│ QQuery 64 │        739.13 / 742.82 ±4.56 / 751.77 ms │        741.35 / 746.21 ±4.22 / 753.74 ms │     no change │
│ QQuery 65 │        274.40 / 280.41 ±3.21 / 283.74 ms │        275.79 / 279.72 ±2.54 / 282.26 ms │     no change │
│ QQuery 66 │       258.46 / 278.03 ±13.71 / 300.40 ms │        253.72 / 268.29 ±8.85 / 280.99 ms │     no change │
│ QQuery 67 │        349.61 / 359.24 ±5.86 / 366.09 ms │        356.98 / 366.14 ±4.91 / 371.58 ms │     no change │
│ QQuery 68 │        295.27 / 298.14 ±2.18 / 301.27 ms │        295.01 / 298.63 ±2.84 / 303.45 ms │     no change │
│ QQuery 69 │        114.91 / 116.65 ±1.99 / 120.45 ms │        115.05 / 118.30 ±2.08 / 121.21 ms │     no change │
│ QQuery 70 │       347.01 / 361.24 ±13.92 / 382.56 ms │       356.86 / 375.84 ±18.70 / 405.63 ms │     no change │
│ QQuery 71 │        142.41 / 143.67 ±0.93 / 145.26 ms │        141.61 / 145.48 ±3.33 / 150.30 ms │     no change │
│ QQuery 72 │        748.01 / 751.96 ±6.12 / 764.02 ms │       733.81 / 754.94 ±13.41 / 772.42 ms │     no change │
│ QQuery 73 │        109.61 / 111.24 ±1.38 / 113.23 ms │        109.88 / 111.48 ±0.94 / 112.70 ms │     no change │
│ QQuery 74 │        656.83 / 661.20 ±6.44 / 673.95 ms │        649.26 / 656.82 ±5.68 / 666.31 ms │     no change │
│ QQuery 75 │        297.42 / 299.72 ±2.39 / 304.15 ms │        294.44 / 297.93 ±2.64 / 301.85 ms │     no change │
│ QQuery 76 │        143.27 / 144.62 ±0.70 / 145.28 ms │        140.59 / 142.17 ±1.64 / 145.05 ms │     no change │
│ QQuery 77 │        207.35 / 209.51 ±1.38 / 211.25 ms │        206.56 / 208.42 ±1.47 / 210.46 ms │     no change │
│ QQuery 78 │        378.77 / 381.37 ±1.60 / 383.83 ms │        366.06 / 372.45 ±3.85 / 377.22 ms │     no change │
│ QQuery 79 │        259.76 / 262.84 ±2.50 / 267.04 ms │        253.81 / 256.10 ±1.95 / 259.74 ms │     no change │
│ QQuery 80 │        350.55 / 352.80 ±3.31 / 359.23 ms │        349.38 / 351.16 ±1.41 / 353.22 ms │     no change │
│ QQuery 81 │           32.92 / 34.28 ±1.10 / 35.38 ms │           30.94 / 33.30 ±1.71 / 35.67 ms │     no change │
│ QQuery 82 │        212.05 / 214.03 ±1.14 / 215.19 ms │        210.93 / 212.54 ±1.43 / 214.74 ms │     no change │
│ QQuery 83 │           48.61 / 49.61 ±0.74 / 50.67 ms │           48.16 / 49.16 ±0.99 / 50.36 ms │     no change │
│ QQuery 84 │           52.99 / 53.81 ±0.49 / 54.37 ms │           53.20 / 53.81 ±0.42 / 54.48 ms │     no change │
│ QQuery 85 │        158.14 / 160.00 ±1.07 / 161.21 ms │        154.55 / 156.37 ±1.53 / 158.96 ms │     no change │
│ QQuery 86 │           42.21 / 43.62 ±0.72 / 44.14 ms │           43.01 / 43.72 ±0.58 / 44.59 ms │     no change │
│ QQuery 87 │         96.91 / 101.12 ±3.22 / 105.64 ms │          96.17 / 98.22 ±2.74 / 103.44 ms │     no change │
│ QQuery 88 │        116.86 / 117.92 ±0.61 / 118.62 ms │        115.17 / 115.48 ±0.22 / 115.70 ms │     no change │
│ QQuery 89 │        127.85 / 129.50 ±1.08 / 130.76 ms │        126.58 / 128.08 ±1.11 / 129.99 ms │     no change │
│ QQuery 90 │           29.40 / 30.08 ±0.45 / 30.82 ms │           28.93 / 29.44 ±0.36 / 30.02 ms │     no change │
│ QQuery 91 │           67.35 / 69.54 ±1.60 / 71.47 ms │           66.31 / 68.36 ±1.14 / 69.48 ms │     no change │
│ QQuery 92 │           64.43 / 65.24 ±0.75 / 66.42 ms │           62.72 / 64.32 ±1.38 / 66.64 ms │     no change │
│ QQuery 93 │        202.76 / 207.11 ±2.38 / 209.56 ms │        198.58 / 202.46 ±2.12 / 205.06 ms │     no change │
│ QQuery 94 │           68.63 / 69.31 ±0.49 / 70.04 ms │           67.66 / 68.13 ±0.39 / 68.70 ms │     no change │
│ QQuery 95 │        144.73 / 147.94 ±2.14 / 150.94 ms │        144.99 / 147.95 ±2.02 / 151.16 ms │     no change │
│ QQuery 96 │           80.04 / 81.57 ±0.81 / 82.30 ms │           77.06 / 79.47 ±1.61 / 81.32 ms │     no change │
│ QQuery 97 │        140.47 / 142.96 ±2.03 / 146.51 ms │        137.28 / 139.43 ±1.59 / 141.87 ms │     no change │
│ QQuery 98 │        162.76 / 166.35 ±2.52 / 170.24 ms │        159.02 / 160.90 ±1.27 / 162.48 ms │     no change │
│ QQuery 99 │ 10851.01 / 10903.48 ±41.01 / 10965.15 ms │ 10907.62 / 10955.15 ±46.15 / 11032.75 ms │     no change │
└───────────┴──────────────────────────────────────────┴──────────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary              ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)              │ 35615.68ms │
│ Total Time (join_vectorize2)   │ 35579.51ms │
│ Average Time (HEAD)            │   359.75ms │
│ Average Time (join_vectorize2) │   359.39ms │
│ Queries Faster                 │          1 │
│ Queries Slower                 │          0 │
│ Queries with No Change         │         98 │
│ Queries with Failure           │          0 │
└────────────────────────────────┴────────────┘

Resource Usage

tpcds — base (merge-base)

Metric	Value
Wall time	178.4s
Peak memory	5.7 GiB
Avg memory	4.6 GiB
CPU user	284.2s
CPU sys	21.6s
Disk read	0 B
Disk write	636.2 MiB

tpcds — branch

Metric	Value
Wall time	178.2s
Peak memory	5.4 GiB
Avg memory	4.4 GiB
CPU user	283.0s
CPU sys	21.9s
Disk read	0 B
Disk write	792.0 KiB

adriangbot · 2026-03-15T07:47:49Z

🤖 Benchmark completed (GKE) | trigger

Details

Comparing HEAD and join_vectorize2
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                  HEAD ┃                       join_vectorize2 ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0  │          1.59 / 4.89 ±6.41 / 17.70 ms │          1.63 / 4.90 ±6.36 / 17.62 ms │     no change │
│ QQuery 1  │        14.93 / 15.41 ±0.28 / 15.71 ms │        14.81 / 15.29 ±0.28 / 15.63 ms │     no change │
│ QQuery 2  │        56.70 / 57.03 ±0.32 / 57.60 ms │        56.78 / 57.00 ±0.15 / 57.17 ms │     no change │
│ QQuery 3  │        49.53 / 50.63 ±0.89 / 52.14 ms │        48.70 / 50.67 ±1.53 / 53.22 ms │     no change │
│ QQuery 4  │     316.55 / 323.42 ±3.99 / 327.93 ms │     316.83 / 323.55 ±5.54 / 332.98 ms │     no change │
│ QQuery 5  │     364.46 / 368.79 ±2.73 / 372.90 ms │     365.52 / 367.76 ±2.07 / 371.52 ms │     no change │
│ QQuery 6  │           5.13 / 5.57 ±0.37 / 6.19 ms │           5.16 / 5.42 ±0.33 / 6.03 ms │     no change │
│ QQuery 7  │        17.44 / 18.03 ±0.39 / 18.53 ms │        17.69 / 21.29 ±2.20 / 24.17 ms │  1.18x slower │
│ QQuery 8  │     442.51 / 453.08 ±7.72 / 464.90 ms │     449.47 / 458.53 ±5.09 / 465.11 ms │     no change │
│ QQuery 9  │     709.95 / 722.46 ±9.78 / 735.29 ms │     708.33 / 722.27 ±8.77 / 735.22 ms │     no change │
│ QQuery 10 │       92.86 / 96.55 ±3.84 / 103.45 ms │       94.16 / 97.02 ±3.18 / 103.12 ms │     no change │
│ QQuery 11 │     107.52 / 109.40 ±1.55 / 111.97 ms │     106.77 / 108.69 ±1.41 / 111.05 ms │     no change │
│ QQuery 12 │     355.20 / 363.54 ±4.94 / 368.92 ms │     356.07 / 362.51 ±7.55 / 376.92 ms │     no change │
│ QQuery 13 │     474.88 / 484.78 ±9.20 / 497.10 ms │    461.77 / 486.65 ±30.75 / 547.27 ms │     no change │
│ QQuery 14 │     376.99 / 380.17 ±2.80 / 385.25 ms │     360.67 / 373.53 ±7.63 / 384.20 ms │     no change │
│ QQuery 15 │    379.00 / 409.38 ±23.92 / 452.35 ms │    373.18 / 412.80 ±26.82 / 443.02 ms │     no change │
│ QQuery 16 │    771.97 / 792.79 ±25.04 / 840.43 ms │    759.81 / 785.50 ±24.08 / 829.60 ms │     no change │
│ QQuery 17 │    766.12 / 797.84 ±32.04 / 850.99 ms │    769.51 / 814.15 ±30.10 / 851.36 ms │     no change │
│ QQuery 18 │ 1443.74 / 1462.71 ±10.35 / 1474.69 ms │ 1434.25 / 1502.15 ±43.88 / 1553.76 ms │     no change │
│ QQuery 19 │        35.69 / 37.10 ±1.29 / 38.87 ms │        35.68 / 36.62 ±1.00 / 38.52 ms │     no change │
│ QQuery 20 │    708.36 / 723.97 ±16.77 / 753.43 ms │    710.39 / 721.48 ±10.63 / 740.75 ms │     no change │
│ QQuery 21 │     758.34 / 763.43 ±3.92 / 767.67 ms │     759.01 / 765.79 ±5.49 / 775.34 ms │     no change │
│ QQuery 22 │  1126.34 / 1141.13 ±9.74 / 1156.25 ms │  1136.19 / 1144.30 ±4.85 / 1149.72 ms │     no change │
│ QQuery 23 │ 3217.68 / 3264.09 ±27.73 / 3298.54 ms │ 3210.71 / 3243.83 ±21.42 / 3267.94 ms │     no change │
│ QQuery 24 │     106.38 / 109.73 ±3.12 / 115.31 ms │     105.31 / 108.21 ±1.80 / 110.64 ms │     no change │
│ QQuery 25 │     142.87 / 144.24 ±1.24 / 146.20 ms │     141.07 / 142.83 ±1.11 / 143.91 ms │     no change │
│ QQuery 26 │     104.60 / 106.96 ±1.39 / 108.25 ms │     105.00 / 106.94 ±1.24 / 108.80 ms │     no change │
│ QQuery 27 │     855.70 / 858.98 ±4.21 / 866.87 ms │     855.50 / 859.37 ±5.44 / 870.06 ms │     no change │
│ QQuery 28 │ 7766.35 / 7785.00 ±15.12 / 7800.65 ms │ 7769.70 / 7809.03 ±29.46 / 7857.23 ms │     no change │
│ QQuery 29 │     330.09 / 336.24 ±9.42 / 354.96 ms │    329.97 / 339.80 ±16.47 / 372.60 ms │     no change │
│ QQuery 30 │     376.13 / 385.15 ±7.08 / 394.35 ms │     375.94 / 382.32 ±4.59 / 388.74 ms │     no change │
│ QQuery 31 │     381.53 / 388.61 ±5.46 / 396.34 ms │     392.47 / 402.22 ±5.62 / 408.89 ms │     no change │
│ QQuery 32 │ 1095.14 / 1110.24 ±17.42 / 1142.15 ms │ 1093.90 / 1133.20 ±43.66 / 1200.51 ms │     no change │
│ QQuery 33 │  1542.39 / 1554.67 ±7.63 / 1563.48 ms │ 1534.17 / 1555.23 ±12.06 / 1567.04 ms │     no change │
│ QQuery 34 │ 1549.96 / 1561.92 ±11.53 / 1582.25 ms │ 1543.40 / 1560.96 ±13.28 / 1576.54 ms │     no change │
│ QQuery 35 │     430.70 / 438.45 ±8.46 / 453.66 ms │     431.32 / 433.82 ±2.99 / 439.55 ms │     no change │
│ QQuery 36 │     125.71 / 128.89 ±2.19 / 130.98 ms │     120.13 / 125.34 ±3.59 / 130.16 ms │     no change │
│ QQuery 37 │        51.28 / 51.87 ±0.81 / 53.48 ms │        50.78 / 51.68 ±0.75 / 52.65 ms │     no change │
│ QQuery 38 │        74.86 / 78.06 ±1.91 / 80.54 ms │        75.90 / 77.65 ±1.44 / 80.24 ms │     no change │
│ QQuery 39 │     233.25 / 237.36 ±5.58 / 248.36 ms │     233.44 / 238.11 ±2.62 / 241.36 ms │     no change │
│ QQuery 40 │        27.01 / 29.69 ±2.35 / 33.83 ms │        23.82 / 26.71 ±2.25 / 29.77 ms │ +1.11x faster │
│ QQuery 41 │        20.50 / 22.30 ±1.55 / 25.07 ms │        20.59 / 22.65 ±1.17 / 24.14 ms │     no change │
│ QQuery 42 │        21.11 / 22.01 ±0.76 / 23.21 ms │        20.88 / 21.90 ±0.59 / 22.71 ms │     no change │
└───────────┴───────────────────────────────────────┴───────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary              ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)              │ 28196.56ms │
│ Total Time (join_vectorize2)   │ 28279.68ms │
│ Average Time (HEAD)            │   655.73ms │
│ Average Time (join_vectorize2) │   657.67ms │
│ Queries Faster                 │          1 │
│ Queries Slower                 │          1 │
│ Queries with No Change         │         41 │
│ Queries with Failure           │          0 │
└────────────────────────────────┴────────────┘

Resource Usage

clickbench_partitioned — base (merge-base)

Metric	Value
Wall time	142.2s
Peak memory	40.6 GiB
Avg memory	33.7 GiB
CPU user	1337.1s
CPU sys	88.1s
Disk read	0 B
Disk write	4.2 GiB

clickbench_partitioned — branch

Metric	Value
Wall time	142.5s
Peak memory	39.9 GiB
Avg memory	32.9 GiB
CPU user	1336.3s
CPU sys	94.4s
Disk read	0 B
Disk write	116.0 KiB

Dandandan · 2026-03-15T07:52:35Z

run benchmarks

adriangbot · 2026-03-15T07:55:08Z

🤖 Benchmark running (GKE) | trigger
Linux bench-c4062499567-280-6pwg2 6.12.55+ #1 SMP Sun Feb 1 08:59:41 UTC 2026 aarch64 GNU/Linux
Comparing join_vectorize2 (676dd21) to 9c3c01a (merge-base) diff using: tpcds
Results will be posted here when complete

adriangbot · 2026-03-15T07:55:11Z

🤖 Benchmark running (GKE) | trigger
Linux bench-c4062499567-279-nf8xc 6.12.55+ #1 SMP Sun Feb 1 08:59:41 UTC 2026 aarch64 GNU/Linux
Comparing join_vectorize2 (676dd21) to 9c3c01a (merge-base) diff using: clickbench_partitioned
Results will be posted here when complete

adriangbot · 2026-03-15T07:55:18Z

🤖 Benchmark running (GKE) | trigger
Linux bench-c4062499567-281-wkcfv 6.12.55+ #1 SMP Sun Feb 1 08:59:41 UTC 2026 aarch64 GNU/Linux
Comparing join_vectorize2 (676dd21) to 9c3c01a (merge-base) diff using: tpch
Results will be posted here when complete

adriangbot · 2026-03-15T08:06:56Z

🤖 Benchmark completed (GKE) | trigger

Details

Comparing HEAD and join_vectorize2
--------------------
Benchmark tpch_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃ Query     ┃                           HEAD ┃                join_vectorize2 ┃       Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ QQuery 1  │ 46.36 / 47.46 ±0.95 / 48.75 ms │ 46.44 / 47.14 ±0.81 / 48.61 ms │    no change │
│ QQuery 2  │ 24.54 / 25.33 ±0.62 / 26.41 ms │ 24.87 / 25.10 ±0.17 / 25.35 ms │    no change │
│ QQuery 3  │ 33.67 / 33.94 ±0.29 / 34.38 ms │ 33.79 / 33.93 ±0.22 / 34.36 ms │    no change │
│ QQuery 4  │ 21.94 / 22.76 ±0.55 / 23.56 ms │ 21.79 / 22.31 ±0.49 / 23.02 ms │    no change │
│ QQuery 5  │ 50.13 / 51.68 ±1.52 / 54.33 ms │ 50.85 / 52.59 ±1.27 / 53.91 ms │    no change │
│ QQuery 6  │ 17.49 / 18.00 ±0.35 / 18.54 ms │ 17.60 / 17.74 ±0.14 / 17.92 ms │    no change │
│ QQuery 7  │ 56.55 / 58.02 ±0.81 / 58.80 ms │ 56.80 / 57.90 ±0.85 / 59.19 ms │    no change │
│ QQuery 8  │ 51.46 / 52.06 ±0.52 / 52.95 ms │ 51.76 / 52.12 ±0.40 / 52.66 ms │    no change │
│ QQuery 9  │ 57.66 / 58.33 ±1.04 / 60.37 ms │ 57.15 / 58.51 ±1.15 / 60.61 ms │    no change │
│ QQuery 10 │ 72.94 / 74.58 ±1.41 / 76.84 ms │ 74.62 / 75.15 ±0.48 / 75.76 ms │    no change │
│ QQuery 11 │ 16.58 / 16.84 ±0.28 / 17.36 ms │ 16.84 / 16.97 ±0.08 / 17.09 ms │    no change │
│ QQuery 12 │ 28.36 / 28.72 ±0.21 / 28.96 ms │ 28.80 / 29.28 ±0.29 / 29.63 ms │    no change │
│ QQuery 13 │ 39.17 / 40.23 ±0.81 / 41.55 ms │ 40.03 / 41.41 ±1.41 / 44.13 ms │    no change │
│ QQuery 14 │ 29.26 / 29.61 ±0.28 / 29.99 ms │ 29.54 / 29.66 ±0.20 / 30.06 ms │    no change │
│ QQuery 15 │ 36.02 / 36.42 ±0.44 / 37.23 ms │ 36.57 / 36.95 ±0.21 / 37.19 ms │    no change │
│ QQuery 16 │ 17.71 / 18.20 ±0.62 / 19.42 ms │ 18.06 / 18.72 ±0.59 / 19.77 ms │    no change │
│ QQuery 17 │ 74.53 / 76.07 ±1.13 / 77.42 ms │ 85.86 / 86.94 ±0.92 / 87.93 ms │ 1.14x slower │
│ QQuery 18 │ 81.47 / 83.07 ±1.36 / 85.36 ms │ 88.01 / 89.39 ±1.43 / 91.98 ms │ 1.08x slower │
│ QQuery 19 │ 38.65 / 39.72 ±1.24 / 42.16 ms │ 41.00 / 41.80 ±0.61 / 42.80 ms │ 1.05x slower │
│ QQuery 20 │ 43.29 / 43.65 ±0.45 / 44.49 ms │ 45.86 / 47.55 ±1.50 / 50.34 ms │ 1.09x slower │
│ QQuery 21 │ 67.00 / 68.77 ±1.29 / 70.70 ms │ 75.48 / 77.41 ±1.53 / 79.98 ms │ 1.13x slower │
│ QQuery 22 │ 19.98 / 20.06 ±0.08 / 20.16 ms │ 21.39 / 21.67 ±0.20 / 21.92 ms │ 1.08x slower │
└───────────┴────────────────────────────────┴────────────────────────────────┴──────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━┓
┃ Benchmark Summary              ┃          ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━┩
│ Total Time (HEAD)              │ 943.54ms │
│ Total Time (join_vectorize2)   │ 980.23ms │
│ Average Time (HEAD)            │  42.89ms │
│ Average Time (join_vectorize2) │  44.56ms │
│ Queries Faster                 │        0 │
│ Queries Slower                 │        6 │
│ Queries with No Change         │       16 │
│ Queries with Failure           │        0 │
└────────────────────────────────┴──────────┘

Resource Usage

tpch — base (merge-base)

Metric	Value
Wall time	5.0s
Peak memory	4.0 GiB
Avg memory	3.5 GiB
CPU user	33.8s
CPU sys	3.1s
Disk read	0 B
Disk write	136.0 KiB

tpch — branch

Metric	Value
Wall time	5.1s
Peak memory	4.0 GiB
Avg memory	3.5 GiB
CPU user	35.2s
CPU sys	3.2s
Disk read	0 B
Disk write	68.0 KiB

adriangbot · 2026-03-15T08:12:27Z

🤖 Benchmark completed (GKE) | trigger

Details

Comparing HEAD and join_vectorize2
--------------------
Benchmark tpcds_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                     HEAD ┃                          join_vectorize2 ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │           49.17 / 50.08 ±0.76 / 51.22 ms │           48.96 / 50.79 ±1.50 / 53.11 ms │     no change │
│ QQuery 2  │        155.20 / 156.84 ±1.26 / 158.71 ms │        158.41 / 158.72 ±0.31 / 159.09 ms │     no change │
│ QQuery 3  │        119.90 / 120.37 ±0.42 / 121.05 ms │        122.54 / 123.00 ±0.26 / 123.24 ms │     no change │
│ QQuery 4  │    1426.35 / 1479.30 ±35.17 / 1517.18 ms │    1426.71 / 1460.95 ±23.63 / 1499.48 ms │     no change │
│ QQuery 5  │        185.73 / 187.58 ±2.44 / 192.31 ms │        186.14 / 187.61 ±1.09 / 189.54 ms │     no change │
│ QQuery 6  │     992.80 / 1038.66 ±41.69 / 1110.43 ms │    1013.65 / 1048.07 ±24.14 / 1088.56 ms │     no change │
│ QQuery 7  │        362.59 / 368.99 ±5.10 / 377.65 ms │        361.77 / 367.06 ±3.39 / 372.14 ms │     no change │
│ QQuery 8  │        121.78 / 124.09 ±1.24 / 125.46 ms │        124.17 / 126.22 ±1.74 / 128.63 ms │     no change │
│ QQuery 9  │        114.89 / 116.52 ±1.63 / 119.46 ms │       111.74 / 119.86 ±10.07 / 139.15 ms │     no change │
│ QQuery 10 │        113.10 / 117.12 ±2.79 / 120.78 ms │        115.37 / 117.88 ±2.22 / 120.87 ms │     no change │
│ QQuery 11 │     969.50 / 1018.30 ±33.64 / 1063.52 ms │     998.68 / 1011.80 ±20.87 / 1053.22 ms │     no change │
│ QQuery 12 │           49.18 / 50.17 ±0.93 / 51.79 ms │           47.93 / 50.61 ±1.50 / 51.83 ms │     no change │
│ QQuery 13 │        408.72 / 418.07 ±5.59 / 424.88 ms │        413.44 / 418.30 ±4.14 / 422.99 ms │     no change │
│ QQuery 14 │     1097.16 / 1104.92 ±5.67 / 1113.96 ms │     1093.06 / 1100.05 ±5.04 / 1106.29 ms │     no change │
│ QQuery 15 │           18.10 / 19.02 ±0.86 / 20.29 ms │           17.41 / 18.37 ±0.93 / 19.92 ms │     no change │
│ QQuery 16 │           45.52 / 46.56 ±0.55 / 47.10 ms │           47.05 / 47.87 ±0.87 / 49.47 ms │     no change │
│ QQuery 17 │        248.13 / 252.04 ±3.60 / 257.88 ms │        250.80 / 257.98 ±5.38 / 266.35 ms │     no change │
│ QQuery 18 │        133.96 / 136.16 ±2.25 / 139.30 ms │        134.61 / 135.45 ±0.84 / 136.79 ms │     no change │
│ QQuery 19 │        163.91 / 167.03 ±3.38 / 173.29 ms │        163.75 / 168.25 ±4.32 / 175.13 ms │     no change │
│ QQuery 20 │           16.12 / 16.58 ±0.31 / 17.05 ms │           16.14 / 16.49 ±0.51 / 17.49 ms │     no change │
│ QQuery 21 │           23.04 / 24.10 ±0.54 / 24.52 ms │           24.47 / 25.10 ±0.59 / 26.12 ms │     no change │
│ QQuery 22 │       527.00 / 539.94 ±12.31 / 560.30 ms │        531.87 / 537.88 ±5.84 / 546.57 ms │     no change │
│ QQuery 23 │      962.11 / 988.44 ±19.79 / 1014.61 ms │     968.87 / 1002.69 ±17.92 / 1020.38 ms │     no change │
│ QQuery 24 │        459.95 / 461.10 ±1.06 / 462.58 ms │        437.22 / 448.01 ±7.67 / 460.69 ms │     no change │
│ QQuery 25 │        368.88 / 375.54 ±5.91 / 386.24 ms │        382.75 / 385.43 ±2.22 / 389.07 ms │     no change │
│ QQuery 26 │           88.83 / 90.00 ±0.61 / 90.52 ms │           86.56 / 90.02 ±2.70 / 93.78 ms │     no change │
│ QQuery 27 │        363.35 / 368.05 ±3.02 / 372.44 ms │        355.53 / 362.27 ±4.72 / 367.22 ms │     no change │
│ QQuery 28 │        154.55 / 158.10 ±2.96 / 161.71 ms │        157.36 / 158.35 ±0.90 / 159.58 ms │     no change │
│ QQuery 29 │        308.46 / 315.49 ±7.24 / 324.49 ms │        318.17 / 321.89 ±3.15 / 327.36 ms │     no change │
│ QQuery 30 │           48.37 / 49.91 ±1.39 / 52.13 ms │           50.54 / 53.33 ±1.55 / 54.97 ms │  1.07x slower │
│ QQuery 31 │        183.93 / 189.01 ±2.86 / 191.66 ms │        187.70 / 189.64 ±2.41 / 194.00 ms │     no change │
│ QQuery 32 │           63.08 / 63.92 ±0.74 / 65.15 ms │           61.56 / 63.29 ±1.20 / 65.14 ms │     no change │
│ QQuery 33 │        150.05 / 153.97 ±2.65 / 157.22 ms │        152.70 / 156.02 ±2.78 / 160.33 ms │     no change │
│ QQuery 34 │        114.06 / 117.56 ±1.93 / 119.66 ms │        111.62 / 112.65 ±0.92 / 113.95 ms │     no change │
│ QQuery 35 │        118.47 / 120.51 ±1.35 / 122.69 ms │        119.29 / 123.30 ±2.82 / 126.44 ms │     no change │
│ QQuery 36 │        224.14 / 230.87 ±6.09 / 241.38 ms │        220.71 / 228.64 ±6.02 / 239.37 ms │     no change │
│ QQuery 37 │        184.71 / 190.02 ±3.32 / 194.02 ms │        183.71 / 187.58 ±2.50 / 191.10 ms │     no change │
│ QQuery 38 │           88.00 / 96.03 ±4.44 / 99.57 ms │          93.02 / 95.52 ±3.00 / 101.14 ms │     no change │
│ QQuery 39 │        139.59 / 148.57 ±8.95 / 160.83 ms │       140.74 / 149.72 ±10.06 / 165.69 ms │     no change │
│ QQuery 40 │        116.74 / 125.08 ±7.36 / 138.63 ms │        118.21 / 126.56 ±4.82 / 133.00 ms │     no change │
│ QQuery 41 │           17.85 / 19.33 ±0.79 / 19.97 ms │           17.22 / 18.38 ±0.88 / 19.81 ms │     no change │
│ QQuery 42 │        111.88 / 115.37 ±2.39 / 119.22 ms │        114.11 / 115.13 ±0.96 / 116.42 ms │     no change │
│ QQuery 43 │           87.54 / 89.11 ±1.07 / 90.30 ms │           89.28 / 91.05 ±1.39 / 92.96 ms │     no change │
│ QQuery 44 │           18.14 / 19.16 ±0.94 / 20.53 ms │           16.84 / 17.35 ±0.53 / 18.35 ms │ +1.10x faster │
│ QQuery 45 │           55.80 / 57.99 ±1.85 / 60.25 ms │           56.03 / 57.50 ±1.20 / 58.67 ms │     no change │
│ QQuery 46 │        239.42 / 246.84 ±8.99 / 263.30 ms │        239.49 / 252.74 ±8.93 / 261.93 ms │     no change │
│ QQuery 47 │       775.04 / 797.25 ±12.19 / 807.03 ms │       780.57 / 809.08 ±18.96 / 838.44 ms │     no change │
│ QQuery 48 │        295.82 / 303.11 ±4.67 / 309.79 ms │        291.64 / 302.21 ±9.21 / 315.36 ms │     no change │
│ QQuery 49 │        265.70 / 269.65 ±2.47 / 273.41 ms │        265.25 / 268.49 ±3.44 / 273.66 ms │     no change │
│ QQuery 50 │        245.01 / 253.30 ±6.17 / 264.08 ms │        249.69 / 257.10 ±7.66 / 271.29 ms │     no change │
│ QQuery 51 │        194.66 / 200.04 ±4.30 / 206.68 ms │        194.06 / 197.03 ±3.35 / 202.94 ms │     no change │
│ QQuery 52 │        114.89 / 117.59 ±2.26 / 121.23 ms │        112.77 / 114.09 ±1.00 / 115.89 ms │     no change │
│ QQuery 53 │        110.83 / 112.47 ±1.06 / 114.00 ms │        109.09 / 112.08 ±1.91 / 114.53 ms │     no change │
│ QQuery 54 │        157.51 / 160.32 ±3.12 / 165.95 ms │        155.66 / 159.10 ±3.69 / 165.46 ms │     no change │
│ QQuery 55 │        112.10 / 114.90 ±2.53 / 119.63 ms │        111.85 / 113.22 ±1.43 / 115.78 ms │     no change │
│ QQuery 56 │        152.72 / 155.32 ±3.72 / 162.62 ms │        152.21 / 155.22 ±3.17 / 160.88 ms │     no change │
│ QQuery 57 │        193.05 / 197.29 ±4.54 / 205.84 ms │        189.08 / 194.16 ±4.48 / 201.52 ms │     no change │
│ QQuery 58 │        316.70 / 323.09 ±5.68 / 333.39 ms │       309.38 / 322.43 ±10.89 / 342.01 ms │     no change │
│ QQuery 59 │        210.58 / 215.30 ±4.75 / 223.68 ms │        211.20 / 216.72 ±4.51 / 224.03 ms │     no change │
│ QQuery 60 │        153.83 / 158.02 ±3.42 / 163.77 ms │        153.38 / 157.56 ±2.41 / 160.65 ms │     no change │
│ QQuery 61 │        179.84 / 183.96 ±4.93 / 191.76 ms │        179.87 / 183.92 ±3.12 / 188.46 ms │     no change │
│ QQuery 62 │      946.58 / 988.56 ±36.42 / 1049.45 ms │      937.41 / 979.76 ±43.59 / 1058.67 ms │     no change │
│ QQuery 63 │        110.88 / 113.29 ±1.49 / 115.31 ms │        109.82 / 113.92 ±2.57 / 117.09 ms │     no change │
│ QQuery 64 │        728.53 / 736.12 ±6.60 / 747.65 ms │       718.97 / 735.52 ±12.29 / 753.46 ms │     no change │
│ QQuery 65 │       261.64 / 277.94 ±12.20 / 298.23 ms │       262.15 / 273.02 ±12.51 / 296.62 ms │     no change │
│ QQuery 66 │        257.13 / 267.37 ±6.42 / 274.30 ms │        257.46 / 269.31 ±9.97 / 281.87 ms │     no change │
│ QQuery 67 │        340.76 / 348.05 ±6.16 / 358.19 ms │       343.96 / 361.90 ±15.73 / 383.08 ms │     no change │
│ QQuery 68 │        287.03 / 296.23 ±7.60 / 306.71 ms │        287.53 / 298.80 ±9.74 / 310.91 ms │     no change │
│ QQuery 69 │        115.31 / 118.35 ±2.03 / 120.55 ms │        113.68 / 115.81 ±2.41 / 120.01 ms │     no change │
│ QQuery 70 │       348.93 / 367.52 ±12.60 / 387.04 ms │       352.91 / 370.42 ±16.25 / 400.98 ms │     no change │
│ QQuery 71 │        143.25 / 144.31 ±1.30 / 146.80 ms │        140.58 / 146.78 ±3.77 / 151.98 ms │     no change │
│ QQuery 72 │       734.15 / 753.09 ±20.57 / 788.30 ms │       733.31 / 755.59 ±12.53 / 770.33 ms │     no change │
│ QQuery 73 │        111.42 / 113.20 ±1.37 / 115.29 ms │        108.26 / 111.15 ±2.26 / 113.84 ms │     no change │
│ QQuery 74 │       633.81 / 697.27 ±38.72 / 736.70 ms │       668.20 / 698.38 ±21.24 / 726.07 ms │     no change │
│ QQuery 75 │        298.86 / 301.10 ±1.78 / 303.11 ms │        294.03 / 303.40 ±6.32 / 310.91 ms │     no change │
│ QQuery 76 │        142.84 / 145.76 ±1.65 / 147.82 ms │        136.79 / 141.33 ±4.76 / 149.92 ms │     no change │
│ QQuery 77 │        206.55 / 208.09 ±1.47 / 210.63 ms │        205.17 / 208.89 ±2.71 / 213.14 ms │     no change │
│ QQuery 78 │        369.11 / 373.76 ±4.15 / 381.44 ms │        377.01 / 381.55 ±6.04 / 393.36 ms │     no change │
│ QQuery 79 │       239.93 / 249.89 ±11.89 / 273.08 ms │        243.36 / 253.99 ±9.99 / 269.22 ms │     no change │
│ QQuery 80 │        341.16 / 348.86 ±5.47 / 356.97 ms │        341.10 / 346.50 ±4.53 / 352.81 ms │     no change │
│ QQuery 81 │           32.01 / 33.82 ±1.34 / 35.91 ms │           31.09 / 32.29 ±0.99 / 33.65 ms │     no change │
│ QQuery 82 │        209.30 / 212.60 ±2.90 / 217.99 ms │        208.89 / 212.17 ±2.53 / 216.22 ms │     no change │
│ QQuery 83 │           47.57 / 48.38 ±0.84 / 49.60 ms │           48.78 / 49.96 ±0.95 / 51.06 ms │     no change │
│ QQuery 84 │           53.52 / 55.07 ±1.38 / 57.07 ms │           53.74 / 55.73 ±1.11 / 57.05 ms │     no change │
│ QQuery 85 │        155.31 / 156.99 ±1.50 / 158.73 ms │        155.21 / 160.94 ±3.07 / 163.52 ms │     no change │
│ QQuery 86 │           42.28 / 44.01 ±0.91 / 44.90 ms │           44.32 / 45.86 ±1.39 / 48.47 ms │     no change │
│ QQuery 87 │          94.67 / 96.51 ±2.28 / 100.87 ms │          94.56 / 97.27 ±3.09 / 103.12 ms │     no change │
│ QQuery 88 │        112.83 / 115.92 ±2.71 / 119.47 ms │        114.06 / 117.33 ±2.41 / 120.57 ms │     no change │
│ QQuery 89 │        126.58 / 127.99 ±1.06 / 129.26 ms │        127.09 / 128.46 ±0.70 / 129.03 ms │     no change │
│ QQuery 90 │           29.99 / 30.81 ±1.33 / 33.45 ms │           30.38 / 30.90 ±0.31 / 31.35 ms │     no change │
│ QQuery 91 │           67.14 / 69.18 ±1.75 / 72.05 ms │           67.21 / 69.21 ±1.12 / 70.56 ms │     no change │
│ QQuery 92 │           62.60 / 63.09 ±0.30 / 63.51 ms │           62.76 / 63.27 ±0.69 / 64.59 ms │     no change │
│ QQuery 93 │        194.00 / 201.70 ±6.03 / 212.22 ms │        195.90 / 201.54 ±4.74 / 209.31 ms │     no change │
│ QQuery 94 │           66.57 / 68.88 ±1.65 / 70.92 ms │           68.36 / 69.57 ±0.93 / 70.72 ms │     no change │
│ QQuery 95 │        142.24 / 145.35 ±2.63 / 148.45 ms │        143.86 / 146.25 ±2.29 / 150.16 ms │     no change │
│ QQuery 96 │           81.65 / 83.06 ±0.76 / 83.94 ms │           77.47 / 82.72 ±2.88 / 85.61 ms │     no change │
│ QQuery 97 │        135.52 / 138.70 ±3.59 / 145.61 ms │        135.51 / 139.85 ±4.15 / 147.46 ms │     no change │
│ QQuery 98 │        158.19 / 164.00 ±4.47 / 170.80 ms │        160.65 / 163.91 ±4.94 / 173.70 ms │     no change │
│ QQuery 99 │ 10907.88 / 10939.91 ±36.83 / 10989.99 ms │ 10925.64 / 10959.12 ±18.53 / 10979.82 ms │     no change │
└───────────┴──────────────────────────────────────────┴──────────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary              ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)              │ 35548.76ms │
│ Total Time (join_vectorize2)   │ 35610.14ms │
│ Average Time (HEAD)            │   359.08ms │
│ Average Time (join_vectorize2) │   359.70ms │
│ Queries Faster                 │          1 │
│ Queries Slower                 │          1 │
│ Queries with No Change         │         97 │
│ Queries with Failure           │          0 │
└────────────────────────────────┴────────────┘

Resource Usage

tpcds — base (merge-base)

Metric	Value
Wall time	178.1s
Peak memory	5.8 GiB
Avg memory	4.7 GiB
CPU user	282.9s
CPU sys	21.6s
Disk read	0 B
Disk write	636.1 MiB

tpcds — branch

Metric	Value
Wall time	178.4s
Peak memory	5.8 GiB
Avg memory	4.7 GiB
CPU user	283.1s
CPU sys	21.9s
Disk read	0 B
Disk write	148.0 KiB

adriangbot · 2026-03-15T08:12:30Z

🤖 Benchmark completed (GKE) | trigger

Details

Comparing HEAD and join_vectorize2
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃ Query     ┃                                  HEAD ┃                       join_vectorize2 ┃       Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ QQuery 0  │          1.62 / 4.86 ±6.32 / 17.50 ms │          1.66 / 4.99 ±6.47 / 17.92 ms │    no change │
│ QQuery 1  │        14.85 / 15.23 ±0.35 / 15.88 ms │        15.39 / 15.71 ±0.20 / 15.97 ms │    no change │
│ QQuery 2  │        55.75 / 55.93 ±0.14 / 56.10 ms │        56.66 / 56.93 ±0.22 / 57.32 ms │    no change │
│ QQuery 3  │        48.65 / 51.30 ±2.34 / 55.04 ms │        48.88 / 50.10 ±1.18 / 52.09 ms │    no change │
│ QQuery 4  │     302.41 / 311.68 ±6.14 / 321.02 ms │     306.29 / 314.96 ±8.01 / 328.36 ms │    no change │
│ QQuery 5  │     356.93 / 361.04 ±3.09 / 365.20 ms │     355.10 / 359.83 ±3.80 / 366.40 ms │    no change │
│ QQuery 6  │           5.80 / 6.56 ±0.89 / 8.11 ms │           5.07 / 6.85 ±1.63 / 9.44 ms │    no change │
│ QQuery 7  │        16.96 / 17.25 ±0.16 / 17.40 ms │        18.12 / 20.16 ±3.23 / 26.56 ms │ 1.17x slower │
│ QQuery 8  │    439.19 / 448.35 ±14.73 / 477.62 ms │    444.37 / 457.32 ±16.35 / 488.52 ms │    no change │
│ QQuery 9  │     675.99 / 689.28 ±8.58 / 697.90 ms │    675.16 / 692.88 ±12.88 / 708.66 ms │    no change │
│ QQuery 10 │       94.17 / 96.96 ±4.84 / 106.62 ms │       95.70 / 98.68 ±3.56 / 105.41 ms │    no change │
│ QQuery 11 │     106.54 / 108.17 ±1.84 / 111.46 ms │     108.73 / 110.25 ±1.49 / 112.35 ms │    no change │
│ QQuery 12 │     354.78 / 357.60 ±1.74 / 359.78 ms │     353.23 / 356.87 ±3.08 / 361.22 ms │    no change │
│ QQuery 13 │    464.67 / 482.94 ±13.16 / 500.28 ms │    466.00 / 486.69 ±12.30 / 502.41 ms │    no change │
│ QQuery 14 │     360.27 / 364.63 ±4.33 / 370.73 ms │     359.60 / 364.57 ±3.59 / 368.71 ms │    no change │
│ QQuery 15 │    378.28 / 392.94 ±20.57 / 432.46 ms │    375.83 / 404.94 ±22.74 / 442.16 ms │    no change │
│ QQuery 16 │     751.23 / 758.77 ±9.49 / 776.30 ms │    767.06 / 786.64 ±21.81 / 828.15 ms │    no change │
│ QQuery 17 │    731.75 / 749.55 ±10.89 / 762.67 ms │     753.44 / 762.20 ±6.10 / 772.52 ms │    no change │
│ QQuery 18 │ 1438.14 / 1490.36 ±39.67 / 1536.21 ms │ 1514.14 / 1557.23 ±25.32 / 1583.10 ms │    no change │
│ QQuery 19 │        35.46 / 36.92 ±1.54 / 39.90 ms │        37.68 / 40.05 ±2.04 / 43.12 ms │ 1.08x slower │
│ QQuery 20 │    706.43 / 719.98 ±12.13 / 735.29 ms │    713.52 / 727.19 ±11.83 / 744.28 ms │    no change │
│ QQuery 21 │     757.69 / 759.43 ±1.29 / 760.66 ms │     757.82 / 762.16 ±3.91 / 768.01 ms │    no change │
│ QQuery 22 │  1127.66 / 1136.90 ±7.76 / 1146.53 ms │  1128.36 / 1131.82 ±2.61 / 1136.12 ms │    no change │
│ QQuery 23 │ 3199.52 / 3226.19 ±21.37 / 3252.00 ms │ 3196.47 / 3214.97 ±11.69 / 3226.37 ms │    no change │
│ QQuery 24 │     102.94 / 104.75 ±1.44 / 106.89 ms │     105.44 / 108.02 ±2.36 / 111.90 ms │    no change │
│ QQuery 25 │     139.50 / 141.62 ±1.44 / 143.76 ms │     140.10 / 144.07 ±2.73 / 148.20 ms │    no change │
│ QQuery 26 │     103.37 / 104.07 ±0.62 / 105.01 ms │     103.40 / 106.36 ±1.50 / 107.45 ms │    no change │
│ QQuery 27 │     848.42 / 855.92 ±7.16 / 868.00 ms │     854.92 / 857.20 ±3.39 / 863.89 ms │    no change │
│ QQuery 28 │ 7723.91 / 7764.29 ±22.26 / 7790.93 ms │ 7708.08 / 7778.83 ±35.53 / 7801.68 ms │    no change │
│ QQuery 29 │     328.86 / 331.93 ±2.97 / 337.60 ms │    332.40 / 340.42 ±12.33 / 364.80 ms │    no change │
│ QQuery 30 │    354.11 / 371.19 ±11.94 / 386.69 ms │     368.80 / 380.46 ±8.16 / 388.94 ms │    no change │
│ QQuery 31 │    371.92 / 387.59 ±14.09 / 413.73 ms │     365.78 / 375.86 ±8.59 / 390.73 ms │    no change │
│ QQuery 32 │ 1070.85 / 1087.76 ±19.55 / 1125.34 ms │ 1086.96 / 1101.33 ±20.22 / 1141.42 ms │    no change │
│ QQuery 33 │ 1495.10 / 1509.10 ±10.82 / 1521.64 ms │  1510.08 / 1512.81 ±2.61 / 1516.26 ms │    no change │
│ QQuery 34 │ 1513.70 / 1543.01 ±34.55 / 1610.28 ms │ 1518.01 / 1604.46 ±54.19 / 1660.02 ms │    no change │
│ QQuery 35 │    418.41 / 437.61 ±16.17 / 466.79 ms │    413.53 / 429.75 ±12.94 / 444.17 ms │    no change │
│ QQuery 36 │     116.36 / 124.64 ±4.55 / 128.95 ms │    126.41 / 145.85 ±25.20 / 195.21 ms │ 1.17x slower │
│ QQuery 37 │        49.94 / 51.68 ±2.40 / 56.41 ms │        50.77 / 52.29 ±1.25 / 54.51 ms │    no change │
│ QQuery 38 │        74.58 / 75.51 ±0.75 / 76.38 ms │        84.82 / 85.88 ±1.19 / 88.20 ms │ 1.14x slower │
│ QQuery 39 │     218.29 / 230.33 ±8.34 / 240.22 ms │     234.80 / 243.12 ±8.72 / 259.92 ms │ 1.06x slower │
│ QQuery 40 │        24.24 / 26.64 ±2.15 / 29.90 ms │        25.93 / 27.91 ±1.31 / 29.28 ms │    no change │
│ QQuery 41 │        20.99 / 22.03 ±0.65 / 23.03 ms │        21.21 / 22.45 ±0.74 / 23.44 ms │    no change │
│ QQuery 42 │        20.49 / 20.86 ±0.48 / 21.79 ms │       21.24 / 32.97 ±22.09 / 77.14 ms │ 1.58x slower │
└───────────┴───────────────────────────────────────┴───────────────────────────────────────┴──────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary              ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)              │ 27833.37ms │
│ Total Time (join_vectorize2)   │ 28134.02ms │
│ Average Time (HEAD)            │   647.29ms │
│ Average Time (join_vectorize2) │   654.28ms │
│ Queries Faster                 │          0 │
│ Queries Slower                 │          6 │
│ Queries with No Change         │         37 │
│ Queries with Failure           │          0 │
└────────────────────────────────┴────────────┘

Resource Usage

clickbench_partitioned — base (merge-base)

Metric	Value
Wall time	140.0s
Peak memory	38.1 GiB
Avg memory	31.9 GiB
CPU user	1322.7s
CPU sys	87.7s
Disk read	0 B
Disk write	4.6 GiB

clickbench_partitioned — branch

Metric	Value
Wall time	141.2s
Peak memory	37.8 GiB
Avg memory	32.4 GiB
CPU user	1325.9s
CPU sys	94.4s
Disk read	0 B
Disk write	760.0 KiB

Dandandan · 2026-03-15T10:39:48Z

run benchmarks

adriangbot · 2026-03-15T10:42:23Z

🤖 Benchmark running (GKE) | trigger
Linux bench-c4062743227-283-xs942 6.12.55+ #1 SMP Sun Feb 1 08:59:41 UTC 2026 aarch64 GNU/Linux
Comparing join_vectorize2 (56f1efb) to 9c3c01a (merge-base) diff using: clickbench_partitioned
Results will be posted here when complete

adriangbot · 2026-03-15T10:42:23Z

🤖 Benchmark running (GKE) | trigger
Linux bench-c4062743227-284-x954w 6.12.55+ #1 SMP Sun Feb 1 08:59:41 UTC 2026 aarch64 GNU/Linux
Comparing join_vectorize2 (56f1efb) to 9c3c01a (merge-base) diff using: tpcds
Results will be posted here when complete

adriangbot · 2026-03-15T10:42:32Z

🤖 Benchmark running (GKE) | trigger
Linux bench-c4062743227-285-dp75k 6.12.55+ #1 SMP Sun Feb 1 08:59:41 UTC 2026 aarch64 GNU/Linux
Comparing join_vectorize2 (56f1efb) to 9c3c01a (merge-base) diff using: tpch
Results will be posted here when complete

adriangbot · 2026-03-15T10:53:53Z

🤖 Benchmark completed (GKE) | trigger

Details

Comparing HEAD and join_vectorize2
--------------------
Benchmark tpch_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                           HEAD ┃                join_vectorize2 ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │ 46.54 / 47.31 ±0.80 / 48.80 ms │ 46.33 / 47.27 ±0.71 / 48.53 ms │     no change │
│ QQuery 2  │ 25.60 / 25.73 ±0.15 / 25.99 ms │ 24.87 / 25.26 ±0.32 / 25.78 ms │     no change │
│ QQuery 3  │ 34.15 / 34.62 ±0.49 / 35.49 ms │ 34.00 / 34.31 ±0.37 / 34.99 ms │     no change │
│ QQuery 4  │ 22.46 / 23.38 ±0.51 / 23.93 ms │ 22.18 / 23.29 ±1.09 / 24.85 ms │     no change │
│ QQuery 5  │ 51.06 / 53.35 ±2.52 / 56.95 ms │ 51.20 / 53.23 ±1.69 / 55.69 ms │     no change │
│ QQuery 6  │ 17.87 / 18.53 ±1.00 / 20.51 ms │ 17.74 / 18.26 ±0.47 / 19.10 ms │     no change │
│ QQuery 7  │ 57.85 / 59.46 ±1.33 / 61.88 ms │ 58.39 / 60.41 ±1.35 / 62.39 ms │     no change │
│ QQuery 8  │ 51.73 / 52.43 ±0.47 / 53.14 ms │ 52.31 / 52.79 ±0.44 / 53.54 ms │     no change │
│ QQuery 9  │ 57.69 / 59.16 ±0.87 / 60.18 ms │ 57.11 / 58.46 ±0.99 / 59.46 ms │     no change │
│ QQuery 10 │ 74.72 / 76.24 ±1.30 / 78.43 ms │ 74.78 / 75.78 ±0.55 / 76.26 ms │     no change │
│ QQuery 11 │ 17.39 / 18.86 ±1.06 / 19.75 ms │ 16.80 / 17.50 ±0.46 / 18.08 ms │ +1.08x faster │
│ QQuery 12 │ 29.43 / 29.96 ±0.42 / 30.50 ms │ 29.22 / 29.76 ±0.28 / 29.98 ms │     no change │
│ QQuery 13 │ 40.33 / 42.53 ±3.57 / 49.62 ms │ 40.93 / 41.59 ±0.46 / 42.13 ms │     no change │
│ QQuery 14 │ 29.81 / 30.26 ±0.32 / 30.75 ms │ 29.29 / 30.85 ±1.31 / 32.72 ms │     no change │
│ QQuery 15 │ 36.99 / 37.64 ±0.43 / 38.21 ms │ 36.51 / 37.43 ±0.95 / 39.00 ms │     no change │
│ QQuery 16 │ 18.41 / 18.77 ±0.42 / 19.56 ms │ 18.10 / 18.71 ±0.45 / 19.32 ms │     no change │
│ QQuery 17 │ 75.24 / 78.14 ±1.57 / 79.66 ms │ 75.40 / 79.19 ±3.11 / 82.88 ms │     no change │
│ QQuery 18 │ 83.46 / 84.38 ±1.03 / 86.35 ms │ 84.22 / 85.51 ±0.76 / 86.41 ms │     no change │
│ QQuery 19 │ 39.27 / 40.56 ±1.19 / 42.60 ms │ 39.27 / 40.53 ±0.97 / 42.22 ms │     no change │
│ QQuery 20 │ 43.59 / 44.69 ±0.67 / 45.68 ms │ 43.88 / 45.03 ±0.83 / 46.29 ms │     no change │
│ QQuery 21 │ 71.35 / 72.57 ±1.20 / 74.56 ms │ 70.23 / 72.72 ±2.19 / 75.61 ms │     no change │
│ QQuery 22 │ 20.50 / 21.40 ±0.57 / 22.16 ms │ 19.95 / 20.47 ±0.34 / 20.88 ms │     no change │
└───────────┴────────────────────────────────┴────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━┓
┃ Benchmark Summary              ┃          ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━┩
│ Total Time (HEAD)              │ 969.96ms │
│ Total Time (join_vectorize2)   │ 968.34ms │
│ Average Time (HEAD)            │  44.09ms │
│ Average Time (join_vectorize2) │  44.02ms │
│ Queries Faster                 │        1 │
│ Queries Slower                 │        0 │
│ Queries with No Change         │       21 │
│ Queries with Failure           │        0 │
└────────────────────────────────┴──────────┘

Resource Usage

tpch — base (merge-base)

Metric	Value
Wall time	5.2s
Peak memory	3.9 GiB
Avg memory	3.5 GiB
CPU user	34.4s
CPU sys	3.2s
Disk read	0 B
Disk write	148.0 KiB

tpch — branch

Metric	Value
Wall time	5.1s
Peak memory	3.9 GiB
Avg memory	3.5 GiB
CPU user	34.8s
CPU sys	3.2s
Disk read	0 B
Disk write	56.0 KiB

Dandandan · 2026-03-15T10:54:42Z

run benchmark tpch10

adriangbot · 2026-03-15T10:55:04Z

🤖 Benchmark running (GKE) | trigger
Linux bench-c4062762130-286-j7pmg 6.12.55+ #1 SMP Sun Feb 1 08:59:41 UTC 2026 aarch64 GNU/Linux
Comparing join_vectorize2 (56f1efb) to 9c3c01a (merge-base) diff using: tpch10
Results will be posted here when complete

Replace the linked-list chain storage in JoinHashMap with contiguous flat storage using inline single-match optimization. First insert per key is stored inline in the hash table entry (no extra allocation). Duplicate keys go to an overflow buffer that is flattened into contiguous storage in a single O(n) sequential pass. Probe uses batched map.find() calls (4 at a time) for better instruction-level parallelism, and iterates contiguous slices instead of chasing linked-list pointers. Benchmarks (8192 probes, 200K keys, shuffled build): - Unique keys: 20% faster probe, ~0 flatten cost - 4 dups/key: 8% faster probe - 16 dups/key: 5.2x faster probe (cache-friendly vs scattered pointers) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

adriangbot · 2026-03-15T10:59:18Z

🤖 Benchmark completed (GKE) | trigger

Details

Comparing HEAD and join_vectorize2
--------------------
Benchmark tpcds_sf1.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                     HEAD ┃                          join_vectorize2 ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 1  │           49.07 / 50.13 ±0.81 / 51.02 ms │           49.40 / 50.09 ±0.55 / 50.85 ms │     no change │
│ QQuery 2  │        156.18 / 157.55 ±0.93 / 158.63 ms │        158.84 / 159.93 ±1.15 / 162.11 ms │     no change │
│ QQuery 3  │        119.96 / 120.48 ±0.40 / 121.00 ms │        122.10 / 122.88 ±1.00 / 124.71 ms │     no change │
│ QQuery 4  │    1350.02 / 1407.67 ±36.82 / 1457.47 ms │    1388.24 / 1443.12 ±56.87 / 1545.75 ms │     no change │
│ QQuery 5  │        186.50 / 187.69 ±0.65 / 188.37 ms │        186.62 / 188.51 ±1.40 / 190.86 ms │     no change │
│ QQuery 6  │     992.90 / 1033.54 ±28.24 / 1060.32 ms │     975.85 / 1035.91 ±40.86 / 1074.74 ms │     no change │
│ QQuery 7  │        361.71 / 366.32 ±4.35 / 372.99 ms │        357.06 / 362.78 ±2.95 / 365.49 ms │     no change │
│ QQuery 8  │        123.51 / 124.68 ±0.72 / 125.51 ms │        125.24 / 126.89 ±1.09 / 128.00 ms │     no change │
│ QQuery 9  │        113.59 / 117.75 ±3.02 / 121.95 ms │        111.08 / 120.41 ±9.24 / 138.10 ms │     no change │
│ QQuery 10 │        117.18 / 117.78 ±0.72 / 119.17 ms │        117.19 / 118.26 ±0.89 / 119.26 ms │     no change │
│ QQuery 11 │      967.13 / 986.18 ±12.67 / 1006.67 ms │       977.78 / 990.69 ±8.50 / 1001.85 ms │     no change │
│ QQuery 12 │           47.39 / 48.78 ±1.13 / 50.03 ms │           48.33 / 49.46 ±1.03 / 51.14 ms │     no change │
│ QQuery 13 │        409.52 / 412.13 ±2.85 / 416.15 ms │        410.92 / 414.26 ±1.90 / 416.61 ms │     no change │
│ QQuery 14 │     1097.88 / 1107.15 ±4.69 / 1110.76 ms │     1086.38 / 1092.53 ±7.74 / 1107.49 ms │     no change │
│ QQuery 15 │           18.35 / 19.43 ±1.37 / 21.97 ms │           17.23 / 18.11 ±0.53 / 18.75 ms │ +1.07x faster │
│ QQuery 16 │           46.99 / 47.37 ±0.27 / 47.63 ms │           46.65 / 47.32 ±1.04 / 49.37 ms │     no change │
│ QQuery 17 │        251.83 / 253.17 ±1.26 / 255.31 ms │        246.58 / 248.96 ±1.49 / 250.97 ms │     no change │
│ QQuery 18 │        134.95 / 136.26 ±1.14 / 137.98 ms │        134.62 / 135.14 ±0.62 / 136.34 ms │     no change │
│ QQuery 19 │        165.57 / 166.33 ±0.80 / 167.78 ms │        165.49 / 166.66 ±1.24 / 168.92 ms │     no change │
│ QQuery 20 │           15.57 / 16.59 ±0.73 / 17.68 ms │           15.90 / 16.51 ±0.57 / 17.54 ms │     no change │
│ QQuery 21 │           24.63 / 25.07 ±0.35 / 25.61 ms │           23.44 / 24.16 ±0.54 / 25.00 ms │     no change │
│ QQuery 22 │        520.48 / 524.24 ±3.53 / 530.79 ms │        516.39 / 520.26 ±2.54 / 522.91 ms │     no change │
│ QQuery 23 │        957.66 / 970.96 ±9.21 / 982.65 ms │        943.88 / 952.22 ±9.52 / 970.33 ms │     no change │
│ QQuery 24 │        437.15 / 439.94 ±2.64 / 444.85 ms │        430.09 / 434.57 ±3.33 / 438.78 ms │     no change │
│ QQuery 25 │        366.49 / 369.94 ±2.44 / 373.84 ms │        364.07 / 365.03 ±1.41 / 367.80 ms │     no change │
│ QQuery 26 │           85.90 / 88.04 ±1.47 / 89.75 ms │           84.92 / 87.47 ±2.32 / 91.01 ms │     no change │
│ QQuery 27 │        362.18 / 370.38 ±4.14 / 373.08 ms │        353.44 / 357.25 ±2.23 / 359.59 ms │     no change │
│ QQuery 28 │        154.44 / 157.79 ±3.91 / 164.89 ms │        154.23 / 155.13 ±0.78 / 156.45 ms │     no change │
│ QQuery 29 │        313.34 / 315.71 ±1.96 / 318.60 ms │        306.49 / 309.08 ±1.63 / 311.57 ms │     no change │
│ QQuery 30 │           50.20 / 52.51 ±2.21 / 56.24 ms │           49.76 / 50.97 ±1.04 / 52.23 ms │     no change │
│ QQuery 31 │        187.20 / 190.26 ±1.96 / 193.31 ms │        188.38 / 190.51 ±1.17 / 191.84 ms │     no change │
│ QQuery 32 │           62.80 / 63.97 ±1.13 / 65.89 ms │           62.60 / 64.00 ±1.67 / 67.12 ms │     no change │
│ QQuery 33 │        152.92 / 154.35 ±1.50 / 156.83 ms │        152.01 / 154.45 ±1.40 / 155.89 ms │     no change │
│ QQuery 34 │        113.39 / 114.31 ±1.36 / 116.99 ms │        112.17 / 114.34 ±1.17 / 115.39 ms │     no change │
│ QQuery 35 │        117.12 / 119.49 ±1.39 / 121.33 ms │        118.94 / 121.09 ±1.42 / 122.78 ms │     no change │
│ QQuery 36 │        227.51 / 230.20 ±2.04 / 233.81 ms │        223.59 / 229.33 ±3.23 / 232.66 ms │     no change │
│ QQuery 37 │        188.75 / 191.68 ±3.13 / 197.43 ms │        184.41 / 186.85 ±1.48 / 188.20 ms │     no change │
│ QQuery 38 │          94.43 / 98.12 ±2.62 / 102.48 ms │         95.49 / 101.98 ±5.59 / 110.03 ms │     no change │
│ QQuery 39 │        139.97 / 143.76 ±2.00 / 145.86 ms │        135.76 / 140.12 ±2.40 / 142.95 ms │     no change │
│ QQuery 40 │        118.03 / 125.22 ±6.55 / 136.30 ms │        111.38 / 119.56 ±6.35 / 130.75 ms │     no change │
│ QQuery 41 │           17.71 / 19.43 ±1.21 / 21.40 ms │           17.43 / 18.49 ±0.90 / 20.10 ms │     no change │
│ QQuery 42 │        113.26 / 116.13 ±2.14 / 118.77 ms │        114.66 / 116.91 ±1.60 / 119.29 ms │     no change │
│ QQuery 43 │           89.10 / 89.97 ±0.79 / 91.41 ms │           89.89 / 90.49 ±0.50 / 91.22 ms │     no change │
│ QQuery 44 │           17.49 / 18.81 ±1.17 / 20.38 ms │           16.65 / 16.98 ±0.23 / 17.25 ms │ +1.11x faster │
│ QQuery 45 │           55.65 / 58.31 ±1.69 / 60.26 ms │           56.00 / 57.70 ±1.13 / 59.14 ms │     no change │
│ QQuery 46 │        242.80 / 245.25 ±2.20 / 248.29 ms │        238.64 / 242.25 ±3.56 / 247.11 ms │     no change │
│ QQuery 47 │        752.92 / 770.01 ±8.78 / 778.06 ms │       741.40 / 760.79 ±12.56 / 777.94 ms │     no change │
│ QQuery 48 │        293.49 / 296.85 ±2.89 / 301.95 ms │        300.16 / 301.32 ±0.92 / 302.90 ms │     no change │
│ QQuery 49 │        265.78 / 268.80 ±1.97 / 271.80 ms │        262.99 / 265.46 ±2.24 / 268.10 ms │     no change │
│ QQuery 50 │        247.28 / 250.59 ±2.64 / 254.02 ms │        235.98 / 240.63 ±4.77 / 248.56 ms │     no change │
│ QQuery 51 │        195.98 / 197.66 ±1.45 / 200.07 ms │        192.99 / 196.20 ±2.79 / 201.42 ms │     no change │
│ QQuery 52 │        112.93 / 114.66 ±1.34 / 117.03 ms │        112.81 / 113.66 ±0.76 / 115.05 ms │     no change │
│ QQuery 53 │        108.92 / 110.43 ±0.84 / 111.46 ms │        110.04 / 111.05 ±0.99 / 112.31 ms │     no change │
│ QQuery 54 │        154.55 / 155.95 ±0.79 / 156.94 ms │        156.72 / 158.76 ±1.37 / 160.43 ms │     no change │
│ QQuery 55 │        112.31 / 114.48 ±1.65 / 116.66 ms │        113.43 / 114.74 ±1.44 / 116.99 ms │     no change │
│ QQuery 56 │        152.75 / 155.34 ±1.62 / 157.08 ms │        152.14 / 154.08 ±1.57 / 156.44 ms │     no change │
│ QQuery 57 │        190.64 / 193.01 ±2.17 / 196.23 ms │        192.86 / 195.33 ±1.63 / 197.26 ms │     no change │
│ QQuery 58 │        314.57 / 321.70 ±7.17 / 334.42 ms │        329.74 / 338.14 ±8.17 / 349.23 ms │  1.05x slower │
│ QQuery 59 │        211.40 / 213.70 ±1.45 / 215.78 ms │        216.97 / 219.14 ±1.47 / 221.39 ms │     no change │
│ QQuery 60 │        153.57 / 155.07 ±1.28 / 157.19 ms │        156.35 / 158.09 ±1.46 / 160.77 ms │     no change │
│ QQuery 61 │        179.79 / 181.54 ±0.98 / 182.48 ms │        182.07 / 183.74 ±1.56 / 186.65 ms │     no change │
│ QQuery 62 │       882.34 / 917.01 ±35.18 / 975.03 ms │      904.20 / 959.24 ±42.21 / 1010.38 ms │     no change │
│ QQuery 63 │        111.46 / 112.88 ±1.10 / 114.79 ms │        110.92 / 113.56 ±2.68 / 118.32 ms │     no change │
│ QQuery 64 │        720.47 / 727.03 ±5.19 / 734.76 ms │        723.87 / 726.20 ±2.41 / 730.69 ms │     no change │
│ QQuery 65 │        260.38 / 265.80 ±3.48 / 271.02 ms │        265.19 / 267.95 ±1.58 / 269.50 ms │     no change │
│ QQuery 66 │        258.74 / 268.19 ±7.46 / 278.55 ms │        266.22 / 279.91 ±7.61 / 287.29 ms │     no change │
│ QQuery 67 │        343.60 / 352.01 ±6.96 / 362.36 ms │        342.84 / 349.40 ±4.78 / 354.08 ms │     no change │
│ QQuery 68 │        297.27 / 300.75 ±3.45 / 307.11 ms │        288.26 / 294.12 ±5.13 / 302.56 ms │     no change │
│ QQuery 69 │        115.06 / 118.02 ±1.64 / 119.88 ms │        115.00 / 116.78 ±1.47 / 119.16 ms │     no change │
│ QQuery 70 │       350.03 / 365.88 ±15.88 / 393.54 ms │       352.65 / 373.45 ±18.91 / 407.06 ms │     no change │
│ QQuery 71 │        140.93 / 145.69 ±4.40 / 153.99 ms │        142.05 / 144.60 ±2.67 / 149.34 ms │     no change │
│ QQuery 72 │        734.16 / 745.27 ±9.12 / 755.92 ms │        718.03 / 734.09 ±9.68 / 745.83 ms │     no change │
│ QQuery 73 │        109.69 / 112.71 ±1.61 / 114.44 ms │        108.22 / 110.83 ±1.58 / 112.88 ms │     no change │
│ QQuery 74 │        649.85 / 656.92 ±5.84 / 665.93 ms │        603.68 / 609.94 ±3.80 / 613.03 ms │ +1.08x faster │
│ QQuery 75 │        294.40 / 299.27 ±3.12 / 302.64 ms │        300.34 / 301.99 ±1.65 / 305.04 ms │     no change │
│ QQuery 76 │        138.79 / 140.12 ±1.51 / 142.51 ms │        138.84 / 140.13 ±1.03 / 141.47 ms │     no change │
│ QQuery 77 │        204.94 / 206.40 ±2.14 / 210.66 ms │        204.29 / 206.40 ±1.75 / 209.23 ms │     no change │
│ QQuery 78 │        373.62 / 378.95 ±3.56 / 383.00 ms │        363.51 / 371.52 ±4.88 / 377.71 ms │     no change │
│ QQuery 79 │        247.31 / 249.70 ±3.28 / 255.89 ms │        241.00 / 246.88 ±4.27 / 253.79 ms │     no change │
│ QQuery 80 │        346.20 / 348.09 ±1.42 / 350.55 ms │        341.40 / 345.86 ±2.46 / 348.01 ms │     no change │
│ QQuery 81 │           31.67 / 33.36 ±1.36 / 35.75 ms │           31.48 / 32.12 ±0.59 / 33.24 ms │     no change │
│ QQuery 82 │        209.71 / 212.43 ±1.59 / 214.69 ms │        209.65 / 211.57 ±1.73 / 213.88 ms │     no change │
│ QQuery 83 │           48.55 / 50.09 ±1.54 / 52.39 ms │           46.79 / 47.97 ±1.09 / 49.73 ms │     no change │
│ QQuery 84 │           52.93 / 53.81 ±0.69 / 55.02 ms │           52.38 / 53.70 ±1.16 / 55.54 ms │     no change │
│ QQuery 85 │        154.37 / 156.10 ±1.52 / 158.74 ms │        152.43 / 155.75 ±2.10 / 159.07 ms │     no change │
│ QQuery 86 │           42.66 / 43.37 ±0.54 / 44.15 ms │           42.44 / 43.98 ±2.07 / 47.96 ms │     no change │
│ QQuery 87 │          94.96 / 98.73 ±3.70 / 105.57 ms │        102.87 / 104.50 ±1.59 / 107.51 ms │  1.06x slower │
│ QQuery 88 │        115.03 / 116.75 ±1.15 / 117.93 ms │        114.67 / 116.00 ±1.16 / 118.04 ms │     no change │
│ QQuery 89 │        126.37 / 128.05 ±1.90 / 130.52 ms │        126.62 / 128.55 ±1.25 / 130.55 ms │     no change │
│ QQuery 90 │           29.33 / 29.67 ±0.27 / 30.10 ms │           29.32 / 29.97 ±0.54 / 30.72 ms │     no change │
│ QQuery 91 │           66.15 / 68.14 ±1.03 / 69.09 ms │           67.80 / 68.87 ±0.82 / 70.30 ms │     no change │
│ QQuery 92 │           63.33 / 64.15 ±0.80 / 65.56 ms │           62.99 / 64.26 ±1.07 / 65.83 ms │     no change │
│ QQuery 93 │        198.77 / 202.78 ±3.58 / 207.96 ms │        196.49 / 198.62 ±1.54 / 199.93 ms │     no change │
│ QQuery 94 │           68.23 / 69.09 ±0.52 / 69.71 ms │           67.88 / 68.72 ±0.91 / 70.37 ms │     no change │
│ QQuery 95 │        144.67 / 148.00 ±1.72 / 149.62 ms │        142.45 / 145.02 ±1.92 / 148.06 ms │     no change │
│ QQuery 96 │           82.54 / 82.96 ±0.37 / 83.48 ms │           80.34 / 83.89 ±2.10 / 86.42 ms │     no change │
│ QQuery 97 │        133.37 / 140.11 ±4.11 / 144.18 ms │        136.76 / 140.12 ±2.04 / 142.73 ms │     no change │
│ QQuery 98 │        160.53 / 162.72 ±1.39 / 164.76 ms │        160.67 / 161.79 ±0.77 / 163.03 ms │     no change │
│ QQuery 99 │ 10759.56 / 10805.78 ±48.88 / 10881.84 ms │ 10775.31 / 10804.76 ±29.95 / 10850.54 ms │     no change │
└───────────┴──────────────────────────────────────────┴──────────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary              ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)              │ 35047.44ms │
│ Total Time (join_vectorize2)   │ 34993.79ms │
│ Average Time (HEAD)            │   354.01ms │
│ Average Time (join_vectorize2) │   353.47ms │
│ Queries Faster                 │          3 │
│ Queries Slower                 │          2 │
│ Queries with No Change         │         94 │
│ Queries with Failure           │          0 │
└────────────────────────────────┴────────────┘

Resource Usage

tpcds — base (merge-base)

Metric	Value
Wall time	175.6s
Peak memory	5.5 GiB
Avg memory	4.5 GiB
CPU user	279.0s
CPU sys	21.4s
Disk read	0 B
Disk write	636.4 MiB

tpcds — branch

Metric	Value
Wall time	175.3s
Peak memory	5.8 GiB
Avg memory	4.6 GiB
CPU user	276.9s
CPU sys	21.3s
Disk read	0 B
Disk write	148.0 KiB

adriangbot · 2026-03-15T11:00:07Z

🤖 Benchmark completed (GKE) | trigger

Details

Comparing HEAD and join_vectorize2
--------------------
Benchmark clickbench_partitioned.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
┃ Query     ┃                                  HEAD ┃                       join_vectorize2 ┃        Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
│ QQuery 0  │          1.64 / 4.97 ±6.43 / 17.84 ms │          1.64 / 5.01 ±6.55 / 18.10 ms │     no change │
│ QQuery 1  │        15.23 / 15.91 ±0.34 / 16.10 ms │        15.53 / 15.98 ±0.28 / 16.31 ms │     no change │
│ QQuery 2  │        56.63 / 57.27 ±0.39 / 57.75 ms │        59.87 / 60.20 ±0.31 / 60.74 ms │  1.05x slower │
│ QQuery 3  │        49.24 / 50.57 ±1.06 / 51.78 ms │        49.82 / 51.93 ±1.87 / 55.09 ms │     no change │
│ QQuery 4  │     313.81 / 320.87 ±5.01 / 327.36 ms │     322.76 / 328.64 ±4.00 / 334.67 ms │     no change │
│ QQuery 5  │     360.57 / 362.69 ±1.78 / 365.79 ms │     369.45 / 371.88 ±1.31 / 373.37 ms │     no change │
│ QQuery 6  │           5.37 / 5.70 ±0.27 / 6.02 ms │           5.64 / 6.39 ±0.59 / 7.29 ms │  1.12x slower │
│ QQuery 7  │        18.70 / 21.58 ±4.22 / 29.92 ms │        18.28 / 18.67 ±0.27 / 19.06 ms │ +1.16x faster │
│ QQuery 8  │     440.65 / 452.64 ±9.07 / 463.66 ms │     450.94 / 462.53 ±9.62 / 480.22 ms │     no change │
│ QQuery 9  │     701.13 / 710.83 ±7.99 / 724.10 ms │     742.06 / 748.63 ±7.56 / 761.37 ms │  1.05x slower │
│ QQuery 10 │       96.06 / 98.59 ±2.57 / 103.32 ms │      97.36 / 101.03 ±5.40 / 111.72 ms │     no change │
│ QQuery 11 │     110.31 / 111.85 ±0.91 / 113.17 ms │     110.27 / 112.63 ±2.38 / 115.74 ms │     no change │
│ QQuery 12 │     357.57 / 365.59 ±7.55 / 375.05 ms │     356.58 / 364.46 ±4.33 / 368.67 ms │     no change │
│ QQuery 13 │     468.79 / 473.87 ±3.26 / 477.75 ms │    474.24 / 492.06 ±13.27 / 510.11 ms │     no change │
│ QQuery 14 │     363.80 / 370.45 ±5.57 / 377.29 ms │     373.71 / 377.10 ±1.99 / 379.71 ms │     no change │
│ QQuery 15 │    384.08 / 394.83 ±12.12 / 416.76 ms │    385.60 / 411.84 ±26.63 / 456.09 ms │     no change │
│ QQuery 16 │    783.72 / 797.60 ±11.49 / 814.88 ms │    777.31 / 804.57 ±25.86 / 852.10 ms │     no change │
│ QQuery 17 │     758.31 / 770.48 ±7.41 / 776.90 ms │     765.69 / 770.15 ±4.17 / 777.24 ms │     no change │
│ QQuery 18 │ 1479.46 / 1527.05 ±38.75 / 1587.97 ms │  1548.51 / 1553.57 ±3.39 / 1557.48 ms │     no change │
│ QQuery 19 │        37.38 / 39.29 ±1.38 / 41.35 ms │        36.70 / 37.51 ±1.04 / 39.53 ms │     no change │
│ QQuery 20 │    713.50 / 729.48 ±13.60 / 747.40 ms │    711.32 / 725.97 ±17.10 / 758.16 ms │     no change │
│ QQuery 21 │     763.45 / 766.71 ±3.19 / 772.82 ms │     759.74 / 765.39 ±3.89 / 771.62 ms │     no change │
│ QQuery 22 │ 1141.78 / 1150.03 ±10.04 / 1169.70 ms │  1133.90 / 1141.00 ±4.87 / 1148.70 ms │     no change │
│ QQuery 23 │ 3241.21 / 3271.01 ±17.74 / 3290.11 ms │ 3205.07 / 3230.92 ±19.52 / 3262.49 ms │     no change │
│ QQuery 24 │     104.46 / 106.76 ±1.80 / 109.48 ms │     103.62 / 108.68 ±3.61 / 114.72 ms │     no change │
│ QQuery 25 │     140.86 / 143.20 ±1.57 / 145.21 ms │     140.05 / 142.37 ±1.71 / 145.31 ms │     no change │
│ QQuery 26 │     105.47 / 106.70 ±0.83 / 107.67 ms │     106.02 / 107.12 ±1.15 / 109.29 ms │     no change │
│ QQuery 27 │     860.02 / 864.59 ±5.10 / 873.57 ms │     857.54 / 861.27 ±5.12 / 871.31 ms │     no change │
│ QQuery 28 │ 7762.33 / 7815.62 ±31.12 / 7843.76 ms │ 7731.76 / 7819.69 ±49.96 / 7886.14 ms │     no change │
│ QQuery 29 │     333.89 / 337.33 ±5.09 / 347.29 ms │     336.28 / 341.41 ±8.33 / 358.04 ms │     no change │
│ QQuery 30 │     375.93 / 381.78 ±5.56 / 389.22 ms │     381.44 / 388.08 ±7.36 / 401.64 ms │     no change │
│ QQuery 31 │     377.24 / 392.24 ±9.48 / 404.19 ms │     380.58 / 391.41 ±7.53 / 402.13 ms │     no change │
│ QQuery 32 │ 1106.94 / 1134.86 ±26.06 / 1173.88 ms │ 1107.78 / 1135.32 ±32.03 / 1188.17 ms │     no change │
│ QQuery 33 │ 1530.46 / 1547.37 ±13.94 / 1571.97 ms │  1547.82 / 1554.17 ±7.00 / 1567.55 ms │     no change │
│ QQuery 34 │ 1542.43 / 1559.14 ±14.63 / 1580.58 ms │ 1535.58 / 1569.20 ±18.08 / 1589.64 ms │     no change │
│ QQuery 35 │     433.02 / 439.45 ±5.39 / 446.90 ms │    429.06 / 439.30 ±10.85 / 459.64 ms │     no change │
│ QQuery 36 │     128.76 / 132.02 ±1.72 / 133.35 ms │     124.76 / 128.07 ±1.95 / 130.68 ms │     no change │
│ QQuery 37 │        53.46 / 53.69 ±0.38 / 54.44 ms │        51.83 / 53.08 ±0.75 / 53.96 ms │     no change │
│ QQuery 38 │        75.87 / 76.71 ±0.60 / 77.51 ms │        77.29 / 79.86 ±2.18 / 83.44 ms │     no change │
│ QQuery 39 │    219.99 / 234.72 ±10.92 / 247.74 ms │     227.46 / 236.21 ±5.79 / 243.64 ms │     no change │
│ QQuery 40 │        25.50 / 29.20 ±2.61 / 33.69 ms │        26.85 / 28.65 ±1.58 / 31.23 ms │     no change │
│ QQuery 41 │        21.29 / 22.74 ±1.01 / 24.12 ms │        21.66 / 23.18 ±1.43 / 25.48 ms │     no change │
│ QQuery 42 │        22.08 / 22.58 ±0.28 / 22.90 ms │        22.09 / 22.61 ±0.38 / 23.18 ms │     no change │
└───────────┴───────────────────────────────────────┴───────────────────────────────────────┴───────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ Benchmark Summary              ┃            ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ Total Time (HEAD)              │ 28270.57ms │
│ Total Time (join_vectorize2)   │ 28387.76ms │
│ Average Time (HEAD)            │   657.46ms │
│ Average Time (join_vectorize2) │   660.18ms │
│ Queries Faster                 │          1 │
│ Queries Slower                 │          3 │
│ Queries with No Change         │         39 │
│ Queries with Failure           │          0 │
└────────────────────────────────┴────────────┘

Resource Usage

clickbench_partitioned — base (merge-base)

Metric	Value
Wall time	142.6s
Peak memory	42.5 GiB
Avg memory	33.4 GiB
CPU user	1342.5s
CPU sys	88.6s
Disk read	0 B
Disk write	4.5 GiB

clickbench_partitioned — branch

Metric	Value
Wall time	143.0s
Peak memory	38.4 GiB
Avg memory	30.2 GiB
CPU user	1342.3s
CPU sys	92.5s
Disk read	0 B
Disk write	764.0 KiB

adriangbot · 2026-03-15T11:05:13Z

🤖 Benchmark completed (GKE) | trigger

Details

Comparing HEAD and join_vectorize2
--------------------
Benchmark tpch_sf10.json
--------------------
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃ Query     ┃                               HEAD ┃                    join_vectorize2 ┃       Change ┃
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ QQuery 1  │  380.12 / 381.48 ±0.74 / 382.37 ms │  382.41 / 383.29 ±1.03 / 384.57 ms │    no change │
│ QQuery 2  │  145.65 / 147.78 ±1.36 / 149.57 ms │  143.78 / 147.48 ±1.92 / 148.86 ms │    no change │
│ QQuery 3  │  304.81 / 308.64 ±4.95 / 318.13 ms │  309.61 / 312.92 ±3.00 / 318.11 ms │    no change │
│ QQuery 4  │  160.06 / 162.82 ±2.08 / 165.83 ms │  163.69 / 165.42 ±2.40 / 170.10 ms │    no change │
│ QQuery 5  │  442.73 / 453.28 ±6.24 / 462.33 ms │  452.19 / 458.28 ±4.30 / 463.43 ms │    no change │
│ QQuery 6  │  132.75 / 133.68 ±0.73 / 134.89 ms │  135.96 / 136.96 ±0.96 / 138.55 ms │    no change │
│ QQuery 7  │ 578.31 / 589.17 ±10.97 / 608.90 ms │  602.08 / 608.52 ±5.31 / 617.95 ms │    no change │
│ QQuery 8  │  490.98 / 498.59 ±5.96 / 506.54 ms │  500.28 / 510.56 ±7.61 / 519.59 ms │    no change │
│ QQuery 9  │  709.64 / 714.12 ±4.02 / 721.64 ms │ 727.97 / 735.56 ±10.36 / 755.97 ms │    no change │
│ QQuery 10 │  338.96 / 352.72 ±7.69 / 361.96 ms │  347.19 / 351.52 ±6.32 / 364.06 ms │    no change │
│ QQuery 11 │  113.19 / 117.94 ±5.20 / 127.06 ms │  115.87 / 119.32 ±2.61 / 123.73 ms │    no change │
│ QQuery 12 │  209.50 / 214.16 ±4.32 / 222.03 ms │  212.98 / 217.85 ±3.55 / 223.09 ms │    no change │
│ QQuery 13 │  331.45 / 341.29 ±8.33 / 352.40 ms │  325.79 / 336.05 ±9.55 / 353.16 ms │    no change │
│ QQuery 14 │  184.62 / 187.87 ±3.35 / 192.45 ms │  188.19 / 190.08 ±1.24 / 191.90 ms │    no change │
│ QQuery 15 │  339.49 / 343.47 ±2.81 / 348.31 ms │  342.23 / 346.58 ±5.43 / 357.07 ms │    no change │
│ QQuery 16 │     91.83 / 94.77 ±2.14 / 98.31 ms │     91.06 / 94.96 ±3.17 / 99.39 ms │    no change │
│ QQuery 17 │  807.51 / 819.34 ±7.08 / 826.69 ms │ 804.42 / 828.01 ±12.11 / 837.70 ms │    no change │
│ QQuery 18 │ 854.36 / 903.55 ±24.76 / 920.38 ms │ 901.09 / 956.87 ±30.37 / 985.80 ms │ 1.06x slower │
│ QQuery 19 │ 271.09 / 279.10 ±12.09 / 302.64 ms │  278.16 / 283.47 ±7.41 / 297.74 ms │    no change │
│ QQuery 20 │  329.32 / 339.41 ±5.47 / 343.80 ms │  333.79 / 348.53 ±8.71 / 358.42 ms │    no change │
│ QQuery 21 │  873.57 / 882.30 ±7.27 / 892.86 ms │  899.26 / 908.93 ±9.93 / 922.99 ms │    no change │
│ QQuery 22 │     88.51 / 89.60 ±1.16 / 91.70 ms │     92.55 / 93.49 ±0.95 / 94.79 ms │    no change │
└───────────┴────────────────────────────────────┴────────────────────────────────────┴──────────────┘
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┓
┃ Benchmark Summary              ┃           ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━┩
│ Total Time (HEAD)              │ 8355.08ms │
│ Total Time (join_vectorize2)   │ 8534.66ms │
│ Average Time (HEAD)            │  379.78ms │
│ Average Time (join_vectorize2) │  387.94ms │
│ Queries Faster                 │         0 │
│ Queries Slower                 │         1 │
│ Queries with No Change         │        21 │
│ Queries with Failure           │         0 │
└────────────────────────────────┴───────────┘

Resource Usage

tpch10 — base (merge-base)

Metric	Value
Wall time	42.2s
Peak memory	9.7 GiB
Avg memory	7.3 GiB
CPU user	438.9s
CPU sys	29.9s
Disk read	0 B
Disk write	2.9 GiB

tpch10 — branch

Metric	Value
Wall time	43.0s
Peak memory	9.0 GiB
Avg memory	7.2 GiB
CPU user	449.4s
CPU sys	30.0s
Disk read	0 B
Disk write	80.0 KiB

WIP

5d7d477

github-actions bot added the physical-plan Changes to the physical-plan crate label Mar 15, 2026

WIP

676dd21

WIP

56f1efb

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