adriangbot commented on PR #21816: URL: https://github.com/apache/datafusion/pull/21816#issuecomment-4308701579
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/21816#issuecomment-4308580408) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) <details><summary>CPU Details (lscpu)</summary> ``` Architecture: aarch64 CPU op-mode(s): 64-bit Byte Order: Little Endian CPU(s): 16 On-line CPU(s) list: 0-15 Vendor ID: ARM Model name: Neoverse-V2 Model: 1 Thread(s) per core: 1 Core(s) per cluster: 16 Socket(s): - Cluster(s): 1 Stepping: r0p1 BogoMIPS: 2000.00 Flags: fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti L1d cache: 1 MiB (16 instances) L1i cache: 1 MiB (16 instances) L2 cache: 32 MiB (16 instances) L3 cache: 80 MiB (1 instance) NUMA node(s): 1 NUMA node0 CPU(s): 0-15 Vulnerability Gather data sampling: Not affected Vulnerability Indirect target selection: Not affected Vulnerability Itlb multihit: Not affected Vulnerability L1tf: Not affected Vulnerability Mds: Not affected Vulnerability Meltdown: Not affected Vulnerability Mmio stale data: Not affected Vulnerability Reg file data sampling: Not affected Vulnerability Retbleed: Not affected Vulnerability Spec rstack overflow: Not affected Vulnerability Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl Vulnerability Spectre v1: Mitigation; __user pointer sanitization Vulnerability Spectre v2: Mitigation; CSV2, BHB Vulnerability Srbds: Not affected Vulnerability Tsa: Not affected Vulnerability Tsx async abort: Not affected Vulnerability Vmscape: Not affected ``` </details> <details><summary>Details</summary> <p> ``` Comparing HEAD and precomputed-group-hash-for-repartition -------------------- Benchmark clickbench_partitioned.json -------------------- βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β precomputed-group-hash-for-repartition β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 0 β 1.21 / 4.71 Β±6.86 / 18.44 ms β 1.18 / 4.56 Β±6.68 / 17.93 ms β no change β β QQuery 1 β 13.15 / 13.67 Β±0.31 / 14.03 ms β 12.33 / 12.66 Β±0.19 / 12.91 ms β +1.08x faster β β QQuery 2 β 37.39 / 37.98 Β±0.54 / 38.90 ms β 36.39 / 36.66 Β±0.23 / 37.06 ms β no change β β QQuery 3 β 31.64 / 32.39 Β±0.80 / 33.39 ms β 31.14 / 31.65 Β±0.37 / 32.21 ms β no change β β QQuery 4 β 243.62 / 245.97 Β±2.15 / 249.57 ms β 240.87 / 245.43 Β±3.00 / 249.90 ms β no change β β QQuery 5 β 284.30 / 285.67 Β±1.17 / 287.29 ms β 280.95 / 284.52 Β±2.60 / 288.24 ms β no change β β QQuery 6 β 7.07 / 7.49 Β±0.37 / 8.16 ms β 6.52 / 7.24 Β±0.58 / 8.30 ms β no change β β QQuery 7 β 14.24 / 14.94 Β±1.02 / 16.94 ms β 13.77 / 14.55 Β±1.52 / 17.59 ms β no change β β QQuery 8 β 331.30 / 333.05 Β±1.50 / 334.95 ms β 327.55 / 329.36 Β±1.32 / 331.41 ms β no change β β QQuery 9 β 456.33 / 499.78 Β±22.93 / 522.48 ms β 451.33 / 460.21 Β±5.95 / 468.47 ms β +1.09x faster β β QQuery 10 β 77.66 / 79.11 Β±0.79 / 79.84 ms β 72.46 / 74.78 Β±2.63 / 79.76 ms β +1.06x faster β β QQuery 11 β 89.42 / 90.63 Β±1.14 / 92.75 ms β 82.78 / 83.72 Β±0.72 / 84.91 ms β +1.08x faster β β QQuery 12 β 309.23 / 316.70 Β±5.71 / 325.20 ms β 275.57 / 278.90 Β±3.57 / 285.16 ms β +1.14x faster β β QQuery 13 β 416.59 / 435.52 Β±15.18 / 459.49 ms β 399.68 / 435.57 Β±19.08 / 456.89 ms β no change β β QQuery 14 β 288.92 / 301.19 Β±8.58 / 308.93 ms β 317.60 / 331.92 Β±15.10 / 359.19 ms β 1.10x slower β β QQuery 15 β 285.28 / 289.29 Β±3.70 / 296.15 ms β 301.13 / 333.64 Β±20.46 / 363.87 ms β 1.15x slower β β QQuery 16 β 624.49 / 631.04 Β±7.75 / 646.09 ms β 619.35 / 654.30 Β±24.64 / 687.26 ms β no change β β QQuery 17 β 627.37 / 666.83 Β±30.36 / 695.44 ms β 626.96 / 632.69 Β±5.25 / 642.33 ms β +1.05x faster β β QQuery 18 β 1284.62 / 1338.64 Β±49.81 / 1420.65 ms β 1337.19 / 1398.50 Β±35.18 / 1431.32 ms β no change β β QQuery 19 β 28.85 / 31.41 Β±2.86 / 36.08 ms β 29.29 / 34.12 Β±8.45 / 50.99 ms β 1.09x slower β β QQuery 20 β 518.61 / 528.02 Β±9.72 / 546.23 ms β 532.94 / 536.04 Β±3.24 / 540.24 ms β no change β β QQuery 21 β 593.61 / 603.08 Β±5.62 / 610.61 ms β 601.37 / 603.54 Β±2.64 / 608.26 ms β no change β β QQuery 22 β 1081.89 / 1119.95 Β±19.59 / 1135.45 ms β 1070.22 / 1107.18 Β±22.28 / 1140.38 ms β no change β β QQuery 23 β 3367.87 / 3392.18 Β±21.70 / 3428.02 ms β 3335.51 / 3418.27 Β±77.63 / 3564.54 ms β no change β β QQuery 24 β 43.54 / 55.04 Β±19.12 / 93.02 ms β 41.72 / 43.07 Β±1.21 / 45.24 ms β +1.28x faster β β QQuery 25 β 118.97 / 120.22 Β±0.75 / 121.02 ms β 112.76 / 115.86 Β±4.47 / 124.75 ms β no change β β QQuery 26 β 44.61 / 45.21 Β±0.79 / 46.72 ms β 41.83 / 44.42 Β±4.27 / 52.93 ms β no change β β QQuery 27 β 674.41 / 692.33 Β±10.68 / 705.77 ms β 672.88 / 679.70 Β±5.93 / 689.23 ms β no change β β QQuery 28 β 3032.42 / 3079.97 Β±46.22 / 3159.57 ms β 2977.02 / 3049.74 Β±60.37 / 3148.95 ms β no change β β QQuery 29 β 42.41 / 51.08 Β±16.42 / 83.91 ms β 41.94 / 52.22 Β±15.97 / 83.42 ms β no change β β QQuery 30 β 313.47 / 316.29 Β±2.96 / 321.56 ms β 308.48 / 313.19 Β±3.83 / 319.95 ms β no change β β QQuery 31 β 315.21 / 323.26 Β±5.84 / 328.57 ms β 300.62 / 311.03 Β±5.49 / 316.45 ms β no change β β QQuery 32 β 1075.23 / 1115.70 Β±32.56 / 1147.55 ms β 1066.61 / 1169.44 Β±57.75 / 1223.52 ms β no change β β QQuery 33 β 1438.56 / 1449.02 Β±9.95 / 1465.77 ms β 1459.70 / 1512.83 Β±56.85 / 1609.20 ms β no change β β QQuery 34 β 1520.63 / 1598.75 Β±63.04 / 1660.18 ms β 1441.57 / 1570.34 Β±75.44 / 1661.50 ms β no change β β QQuery 35 β 296.11 / 306.98 Β±15.15 / 336.90 ms β 292.29 / 300.68 Β±5.67 / 309.46 ms β no change β β QQuery 36 β 63.06 / 69.05 Β±5.00 / 77.79 ms β 64.42 / 68.94 Β±3.44 / 73.29 ms β no change β β QQuery 37 β 35.72 / 41.66 Β±9.00 / 59.24 ms β 36.00 / 42.80 Β±7.41 / 53.06 ms β no change β β QQuery 38 β 42.10 / 42.46 Β±0.46 / 43.33 ms β 41.52 / 43.38 Β±1.34 / 44.93 ms β no change β β QQuery 39 β 127.77 / 134.51 Β±5.90 / 141.85 ms β 122.67 / 136.72 Β±8.29 / 147.60 ms β no change β β QQuery 40 β 14.45 / 15.82 Β±1.97 / 19.67 ms β 14.29 / 15.17 Β±1.35 / 17.84 ms β no change β β QQuery 41 β 13.68 / 17.23 Β±3.63 / 22.82 ms β 14.07 / 14.29 Β±0.19 / 14.64 ms β +1.21x faster β β QQuery 42 β 13.35 / 15.58 Β±3.49 / 22.49 ms β 13.67 / 13.75 Β±0.04 / 13.79 ms β +1.13x faster β βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 20789.41ms β β Total Time (precomputed-group-hash-for-repartition) β 20847.56ms β β Average Time (HEAD) β 483.47ms β β Average Time (precomputed-group-hash-for-repartition) β 484.83ms β β Queries Faster β 9 β β Queries Slower β 3 β β Queries with No Change β 31 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **clickbench_partitioned β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 105.0s | | Peak memory | 29.6 GiB | | Avg memory | 23.0 GiB | | CPU user | 1096.5s | | CPU sys | 68.8s | | Peak spill | 0 B | **clickbench_partitioned β branch** | Metric | Value | |--------|-------| | Wall time | 105.0s | | Peak memory | 30.5 GiB | | Avg memory | 23.0 GiB | | CPU user | 1097.0s | | CPU sys | 70.8s | | Peak spill | 0 B | </details> --- [File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner -- This is an automated message from the Apache Git Service. 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