adriangbot commented on PR #21816: URL: https://github.com/apache/datafusion/pull/21816#issuecomment-4308744178
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/21816#issuecomment-4308630608) **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 tpcds_sf1.json -------------------- βββββββββββββ³βββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββββ β Query β HEAD β precomputed-group-hash-for-repartition β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 6.86 / 7.33 Β±0.86 / 9.05 ms β 6.98 / 7.47 Β±0.83 / 9.12 ms β no change β β QQuery 2 β 145.03 / 145.70 Β±0.45 / 146.27 ms β 145.39 / 145.95 Β±0.41 / 146.46 ms β no change β β QQuery 3 β 114.12 / 115.15 Β±0.61 / 115.80 ms β 113.33 / 114.46 Β±1.43 / 117.21 ms β no change β β QQuery 4 β 1297.29 / 1301.53 Β±3.46 / 1305.76 ms β 1286.51 / 1303.60 Β±18.01 / 1336.77 ms β no change β β QQuery 5 β 172.85 / 174.46 Β±1.36 / 176.13 ms β 174.90 / 176.46 Β±1.30 / 178.32 ms β no change β β QQuery 6 β 835.61 / 861.82 Β±24.25 / 899.55 ms β 812.73 / 847.08 Β±24.89 / 890.32 ms β no change β β QQuery 7 β 341.95 / 343.81 Β±1.87 / 346.59 ms β 337.82 / 340.35 Β±2.38 / 343.39 ms β no change β β QQuery 8 β 113.08 / 114.50 Β±0.97 / 115.73 ms β 114.51 / 115.01 Β±0.33 / 115.48 ms β no change β β QQuery 9 β 102.36 / 106.25 Β±2.07 / 107.89 ms β 101.17 / 103.80 Β±2.76 / 107.84 ms β no change β β QQuery 10 β 101.87 / 104.71 Β±2.44 / 108.83 ms β 104.00 / 105.47 Β±1.53 / 108.01 ms β no change β β QQuery 11 β 904.32 / 929.55 Β±17.47 / 956.28 ms β 887.53 / 906.76 Β±16.29 / 929.80 ms β no change β β QQuery 12 β 44.22 / 44.89 Β±0.96 / 46.80 ms β 43.63 / 44.43 Β±0.68 / 45.67 ms β no change β β QQuery 13 β 390.84 / 398.62 Β±9.74 / 417.37 ms β 390.83 / 391.99 Β±0.67 / 392.75 ms β no change β β QQuery 14 β 988.94 / 991.76 Β±2.55 / 995.49 ms β 981.67 / 989.39 Β±5.34 / 996.34 ms β no change β β QQuery 15 β 14.81 / 15.56 Β±0.50 / 16.19 ms β 14.63 / 15.06 Β±0.34 / 15.64 ms β no change β β QQuery 16 β 7.36 / 7.49 Β±0.13 / 7.68 ms β 7.38 / 8.51 Β±2.02 / 12.55 ms β 1.14x slower β β QQuery 17 β 223.43 / 224.82 Β±1.15 / 226.87 ms β 222.64 / 224.24 Β±1.65 / 226.35 ms β no change β β QQuery 18 β 125.29 / 126.92 Β±1.14 / 128.81 ms β 126.18 / 126.64 Β±0.34 / 127.10 ms β no change β β QQuery 19 β 153.91 / 156.47 Β±1.51 / 158.42 ms β 154.95 / 156.13 Β±1.24 / 158.50 ms β no change β β QQuery 20 β 12.95 / 13.22 Β±0.18 / 13.47 ms β 12.93 / 13.10 Β±0.19 / 13.34 ms β no change β β QQuery 21 β 19.15 / 19.25 Β±0.06 / 19.33 ms β 18.79 / 19.05 Β±0.17 / 19.24 ms β no change β β QQuery 22 β 479.09 / 485.23 Β±4.99 / 491.65 ms β 480.62 / 485.70 Β±2.69 / 488.13 ms β no change β β QQuery 23 β 824.78 / 831.64 Β±7.94 / 846.08 ms β 823.09 / 828.88 Β±4.14 / 835.06 ms β no change β β QQuery 24 β 375.08 / 378.51 Β±4.33 / 387.00 ms β 374.12 / 377.86 Β±2.77 / 381.22 ms β no change β β QQuery 25 β 335.06 / 337.82 Β±1.47 / 339.15 ms β 334.71 / 340.17 Β±2.97 / 343.53 ms β no change β β QQuery 26 β 77.81 / 78.08 Β±0.23 / 78.46 ms β 79.44 / 80.83 Β±2.04 / 84.89 ms β no change β β QQuery 27 β 6.90 / 7.05 Β±0.21 / 7.45 ms β 7.21 / 7.28 Β±0.07 / 7.39 ms β no change β β QQuery 28 β 150.15 / 152.43 Β±1.72 / 154.68 ms β 151.89 / 169.16 Β±18.92 / 196.37 ms β 1.11x slower β β QQuery 29 β 274.04 / 279.08 Β±3.44 / 284.03 ms β 277.92 / 282.58 Β±6.98 / 296.38 ms β no change β β QQuery 30 β 41.68 / 41.86 Β±0.18 / 42.15 ms β 41.69 / 42.14 Β±0.48 / 42.77 ms β no change β β QQuery 31 β 166.99 / 168.72 Β±1.53 / 171.49 ms β 167.54 / 168.92 Β±1.24 / 171.18 ms β no change β β QQuery 32 β 14.13 / 14.23 Β±0.06 / 14.31 ms β 13.46 / 13.86 Β±0.35 / 14.35 ms β no change β β QQuery 33 β 139.28 / 142.22 Β±2.44 / 145.55 ms β 140.90 / 142.47 Β±2.06 / 146.41 ms β no change β β QQuery 34 β 6.84 / 7.00 Β±0.18 / 7.35 ms β 7.00 / 7.19 Β±0.19 / 7.54 ms β no change β β QQuery 35 β 102.21 / 103.51 Β±1.65 / 106.66 ms β 101.92 / 103.72 Β±1.64 / 105.68 ms β no change β β QQuery 36 β 6.50 / 6.74 Β±0.15 / 6.93 ms β 6.62 / 6.69 Β±0.11 / 6.91 ms β no change β β QQuery 37 β 8.22 / 8.45 Β±0.20 / 8.81 ms β 8.45 / 8.63 Β±0.17 / 8.95 ms β no change β β QQuery 38 β 86.03 / 89.09 Β±2.40 / 92.90 ms β 86.52 / 90.54 Β±3.33 / 96.38 ms β no change β β QQuery 39 β 116.86 / 118.11 Β±0.79 / 119.12 ms β 119.76 / 122.90 Β±3.35 / 128.84 ms β no change β β QQuery 40 β 103.52 / 108.29 Β±3.46 / 112.80 ms β 104.59 / 108.81 Β±4.77 / 118.12 ms β no change β β QQuery 41 β 14.09 / 14.27 Β±0.16 / 14.57 ms β 14.36 / 14.54 Β±0.17 / 14.82 ms β no change β β QQuery 42 β 107.13 / 109.59 Β±2.06 / 113.06 ms β 108.02 / 110.51 Β±3.30 / 117.04 ms β no change β β QQuery 43 β 5.78 / 5.91 Β±0.18 / 6.26 ms β 5.86 / 6.01 Β±0.18 / 6.35 ms β no change β β QQuery 44 β 11.83 / 12.00 Β±0.15 / 12.23 ms β 12.14 / 12.22 Β±0.07 / 12.33 ms β no change β β QQuery 45 β 48.50 / 49.28 Β±0.53 / 49.90 ms β 49.76 / 50.10 Β±0.55 / 51.18 ms β no change β β QQuery 46 β 8.68 / 8.79 Β±0.08 / 8.91 ms β 8.68 / 8.81 Β±0.17 / 9.13 ms β no change β β QQuery 47 β 694.92 / 708.94 Β±11.18 / 724.39 ms β 705.07 / 714.92 Β±6.93 / 722.88 ms β no change β β QQuery 48 β 273.66 / 277.45 Β±2.38 / 280.54 ms β 276.87 / 279.43 Β±2.29 / 283.12 ms β no change β β QQuery 49 β 249.51 / 251.25 Β±1.44 / 253.73 ms β 250.69 / 252.06 Β±1.52 / 254.96 ms β no change β β QQuery 50 β 202.58 / 207.01 Β±3.89 / 212.40 ms β 202.94 / 208.76 Β±4.56 / 215.17 ms β no change β β QQuery 51 β 176.77 / 178.28 Β±0.92 / 179.52 ms β 177.78 / 181.53 Β±2.90 / 186.21 ms β no change β β QQuery 52 β 107.00 / 107.98 Β±1.12 / 109.93 ms β 107.68 / 109.09 Β±1.99 / 113.02 ms β no change β β QQuery 53 β 102.25 / 102.93 Β±0.68 / 104.13 ms β 102.61 / 103.12 Β±0.50 / 104.05 ms β no change β β QQuery 54 β 143.48 / 146.11 Β±2.08 / 148.29 ms β 144.42 / 145.58 Β±1.09 / 147.50 ms β no change β β QQuery 55 β 106.16 / 107.09 Β±0.48 / 107.53 ms β 107.21 / 108.48 Β±1.53 / 111.46 ms β no change β β QQuery 56 β 140.00 / 140.64 Β±0.93 / 142.47 ms β 139.86 / 140.38 Β±0.37 / 140.73 ms β no change β β QQuery 57 β 164.95 / 166.61 Β±1.46 / 169.24 ms β 166.81 / 170.10 Β±2.88 / 175.40 ms β no change β β QQuery 58 β 310.33 / 311.51 Β±0.94 / 313.04 ms β 312.71 / 313.43 Β±0.66 / 314.65 ms β no change β β QQuery 59 β 194.84 / 195.74 Β±0.75 / 197.04 ms β 193.31 / 196.67 Β±2.48 / 200.34 ms β no change β β QQuery 60 β 140.70 / 141.89 Β±0.93 / 143.49 ms β 141.68 / 142.77 Β±0.84 / 144.11 ms β no change β β QQuery 61 β 13.55 / 13.71 Β±0.16 / 13.97 ms β 13.29 / 13.44 Β±0.18 / 13.79 ms β no change β β QQuery 62 β 847.02 / 853.86 Β±4.42 / 859.74 ms β 864.18 / 881.62 Β±17.11 / 913.73 ms β no change β β QQuery 63 β 102.55 / 103.16 Β±0.58 / 104.09 ms β 103.11 / 105.29 Β±2.63 / 110.36 ms β no change β β QQuery 64 β 661.97 / 664.21 Β±2.60 / 668.06 ms β 671.71 / 680.14 Β±10.30 / 699.95 ms β no change β β QQuery 65 β 245.09 / 248.73 Β±4.15 / 254.96 ms β 249.56 / 253.24 Β±4.08 / 260.78 ms β no change β β QQuery 66 β 210.93 / 225.11 Β±17.01 / 255.55 ms β 215.37 / 224.92 Β±7.81 / 238.13 ms β no change β β QQuery 67 β 295.54 / 298.26 Β±1.80 / 300.91 ms β 295.21 / 307.57 Β±11.00 / 327.61 ms β no change β β QQuery 68 β 8.74 / 8.88 Β±0.15 / 9.16 ms β 8.79 / 8.99 Β±0.24 / 9.47 ms β no change β β QQuery 69 β 97.62 / 100.85 Β±3.99 / 108.71 ms β 100.61 / 102.46 Β±2.56 / 107.44 ms β no change β β QQuery 70 β 311.96 / 317.33 Β±6.77 / 329.42 ms β 319.60 / 334.17 Β±9.04 / 347.43 ms β 1.05x slower β β QQuery 71 β 135.05 / 137.23 Β±2.52 / 142.09 ms β 134.28 / 135.10 Β±0.54 / 135.89 ms β no change β β QQuery 72 β 600.64 / 605.38 Β±3.47 / 610.84 ms β 592.61 / 599.28 Β±7.59 / 611.31 ms β no change β β QQuery 73 β 6.70 / 6.94 Β±0.28 / 7.43 ms β 6.94 / 7.09 Β±0.19 / 7.47 ms β no change β β QQuery 74 β 575.00 / 583.28 Β±9.93 / 601.25 ms β 570.92 / 578.05 Β±4.86 / 585.55 ms β no change β β QQuery 75 β 268.01 / 269.77 Β±0.95 / 270.87 ms β 267.20 / 270.90 Β±2.64 / 274.16 ms β no change β β QQuery 76 β 130.97 / 132.36 Β±1.41 / 134.84 ms β 130.03 / 131.40 Β±1.06 / 133.06 ms β no change β β QQuery 77 β 186.72 / 188.35 Β±1.09 / 189.78 ms β 187.08 / 188.84 Β±1.76 / 191.93 ms β no change β β QQuery 78 β 330.25 / 332.00 Β±1.66 / 334.30 ms β 329.60 / 334.74 Β±4.45 / 342.40 ms β no change β β QQuery 79 β 228.64 / 230.21 Β±1.47 / 232.06 ms β 232.55 / 234.15 Β±1.38 / 236.38 ms β no change β β QQuery 80 β 321.10 / 322.79 Β±1.81 / 326.31 ms β 318.82 / 322.35 Β±3.00 / 325.60 ms β no change β β QQuery 81 β 25.99 / 26.47 Β±0.78 / 28.01 ms β 26.04 / 26.16 Β±0.07 / 26.24 ms β no change β β QQuery 82 β 39.01 / 39.71 Β±0.46 / 40.16 ms β 39.22 / 39.73 Β±0.41 / 40.48 ms β no change β β QQuery 83 β 36.92 / 37.23 Β±0.25 / 37.57 ms β 36.95 / 37.27 Β±0.26 / 37.65 ms β no change β β QQuery 84 β 46.41 / 46.83 Β±0.44 / 47.64 ms β 46.14 / 46.70 Β±0.62 / 47.89 ms β no change β β QQuery 85 β 141.06 / 142.21 Β±0.93 / 143.76 ms β 141.76 / 142.47 Β±1.22 / 144.91 ms β no change β β QQuery 86 β 37.63 / 37.78 Β±0.09 / 37.89 ms β 36.92 / 37.45 Β±0.48 / 38.31 ms β no change β β QQuery 87 β 3.41 / 3.48 Β±0.12 / 3.72 ms β 3.56 / 3.66 Β±0.15 / 3.95 ms β 1.05x slower β β QQuery 88 β 99.75 / 105.64 Β±8.49 / 122.33 ms β 100.19 / 101.81 Β±2.21 / 106.10 ms β no change β β QQuery 89 β 116.86 / 117.74 Β±0.65 / 118.59 ms β 117.07 / 118.24 Β±1.04 / 119.78 ms β no change β β QQuery 90 β 22.24 / 22.84 Β±0.58 / 23.87 ms β 22.38 / 22.89 Β±0.37 / 23.46 ms β no change β β QQuery 91 β 58.46 / 59.27 Β±0.86 / 60.80 ms β 59.46 / 60.28 Β±0.43 / 60.72 ms β no change β β QQuery 92 β 56.11 / 56.54 Β±0.44 / 57.14 ms β 56.64 / 57.20 Β±0.48 / 57.77 ms β no change β β QQuery 93 β 180.56 / 183.04 Β±1.46 / 184.93 ms β 180.96 / 182.88 Β±1.63 / 185.50 ms β no change β β QQuery 94 β 60.92 / 61.30 Β±0.40 / 62.01 ms β 61.37 / 62.16 Β±0.44 / 62.62 ms β no change β β QQuery 95 β 127.01 / 127.92 Β±0.90 / 129.51 ms β 128.66 / 129.93 Β±1.30 / 132.33 ms β no change β β QQuery 96 β 68.39 / 68.90 Β±0.46 / 69.68 ms β 69.43 / 70.98 Β±1.37 / 72.83 ms β no change β β QQuery 97 β 117.94 / 119.32 Β±0.82 / 120.47 ms β 118.50 / 121.15 Β±2.04 / 124.37 ms β no change β β QQuery 98 β 150.05 / 151.79 Β±1.37 / 153.56 ms β 151.13 / 154.55 Β±3.45 / 160.99 ms β no change β β QQuery 99 β 10779.75 / 10811.98 Β±42.16 / 10890.13 ms β 10796.07 / 10961.08 Β±129.92 / 11146.65 ms β no change β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 30667.56ms β β Total Time (precomputed-group-hash-for-repartition) β 30902.10ms β β Average Time (HEAD) β 309.77ms β β Average Time (precomputed-group-hash-for-repartition) β 312.14ms β β Queries Faster β 0 β β Queries Slower β 4 β β Queries with No Change β 95 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **tpcds β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 155.0s | | Peak memory | 6.6 GiB | | Avg memory | 5.6 GiB | | CPU user | 257.7s | | CPU sys | 7.7s | | Peak spill | 0 B | **tpcds β branch** | Metric | Value | |--------|-------| | Wall time | 155.0s | | Peak memory | 6.1 GiB | | Avg memory | 5.5 GiB | | CPU user | 258.0s | | CPU sys | 9.1s | | 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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