adriangbot commented on PR #25487: URL: https://github.com/apache/datafusion/pull/25487#issuecomment-5745524696
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25487#issuecomment-5745457778) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing rich-T-kid/coacler-benchmark (ed2b46cbc8b5768e702be5190db067a2275e4023) to 6e4d9ba (merge-base) [diff](https://github.com/apache/datafusion/compare/6e4d9bae3c63585cfd920d6364c0c438028acac1..ed2b46cbc8b5768e702be5190db067a2275e4023) <details><summary>Run configuration</summary> ```yaml run benchmark tpcds env: DATAFUSION_EXECUTION_TARGET_PARTITIONS: "256" ``` </details> <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 rich-T-kid_coacler-benchmark -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³βββββββββββββ³βββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β rich-T-kid_coacler-benchmark β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 68.24 ms β 69.13 ms β no change β β QQuery 2 β 343.07 ms β 323.47 ms β +1.06x faster β β QQuery 3 β 80.27 ms β 79.21 ms β no change β β QQuery 4 β 865.01 ms β 824.36 ms β no change β β QQuery 5 β 377.38 ms β 416.75 ms β 1.10x slower β β QQuery 6 β 175.45 ms β 182.91 ms β no change β β QQuery 7 β 128.06 ms β 126.95 ms β no change β β QQuery 8 β 164.78 ms β 161.21 ms β no change β β QQuery 9 β 229.44 ms β 249.92 ms β 1.09x slower β β QQuery 10 β 148.48 ms β 152.29 ms β no change β β QQuery 11 β 571.81 ms β 547.91 ms β no change β β QQuery 12 β 121.57 ms β 113.58 ms β +1.07x faster β β QQuery 13 β 292.54 ms β 280.56 ms β no change β β QQuery 14 β 5680.05 ms β 1366.53 ms β +4.16x faster β β QQuery 15 β 123.07 ms β 126.30 ms β no change β β QQuery 16 β 68.62 ms β 68.07 ms β no change β β QQuery 17 β 601.67 ms β 582.40 ms β no change β β QQuery 18 β 559.18 ms β 571.77 ms β no change β β QQuery 19 β 111.63 ms β 109.69 ms β no change β β QQuery 20 β 126.13 ms β 125.44 ms β no change β β QQuery 21 β 73.83 ms β 76.82 ms β no change β β QQuery 22 β 143.32 ms β 142.70 ms β no change β β QQuery 23 β 1000.36 ms β 1020.95 ms β no change β β QQuery 24 β 610.84 ms β 573.58 ms β +1.06x faster β β QQuery 25 β 638.50 ms β 614.10 ms β no change β β QQuery 26 β 100.81 ms β 93.91 ms β +1.07x faster β β QQuery 27 β 68.75 ms β 63.39 ms β +1.08x faster β β QQuery 28 β 125.40 ms β 126.88 ms β no change β β QQuery 29 β 637.57 ms β 615.37 ms β no change β β QQuery 30 β 197.00 ms β 190.86 ms β no change β β QQuery 31 β 490.26 ms β 500.71 ms β no change β β QQuery 32 β 86.97 ms β 80.55 ms β +1.08x faster β β QQuery 33 β 168.72 ms β 163.33 ms β no change β β QQuery 34 β 68.46 ms β 68.88 ms β no change β β QQuery 35 β 175.78 ms β 175.24 ms β no change β β QQuery 36 β 100.20 ms β 94.78 ms β +1.06x faster β β QQuery 37 β 53.32 ms β 49.81 ms β +1.07x faster β β QQuery 38 β 227.34 ms β 211.17 ms β +1.08x faster β β QQuery 39 β 311.93 ms β 289.61 ms β +1.08x faster β β QQuery 40 β 84.93 ms β 79.27 ms β +1.07x faster β β QQuery 41 β 100.27 ms β 94.44 ms β +1.06x faster β β QQuery 42 β 73.63 ms β 71.40 ms β no change β β QQuery 43 β 61.02 ms β 57.22 ms β +1.07x faster β β QQuery 44 β 152.35 ms β 161.55 ms β 1.06x slower β β QQuery 45 β 119.23 ms β 121.39 ms β no change β β QQuery 46 β 75.84 ms β 76.12 ms β no change β β QQuery 47 β 589.22 ms β 575.34 ms β no change β β QQuery 48 β 274.17 ms β 257.69 ms β +1.06x faster β β QQuery 49 β 294.59 ms β 293.04 ms β no change β β QQuery 50 β 343.98 ms β 335.64 ms β no change β β QQuery 51 β 334.78 ms β 334.70 ms β no change β β QQuery 52 β 76.32 ms β 73.17 ms β no change β β QQuery 53 β 123.34 ms β 114.54 ms β +1.08x faster β β QQuery 54 β 299.91 ms β 281.65 ms β +1.06x faster β β QQuery 55 β 76.93 ms β 72.32 ms β +1.06x faster β β QQuery 56 β 128.12 ms β 127.74 ms β no change β β QQuery 57 β 452.42 ms β 465.33 ms β no change β β QQuery 58 β 269.87 ms β 269.09 ms β no change β β QQuery 59 β 235.72 ms β 229.94 ms β no change β β QQuery 60 β 133.55 ms β 129.58 ms β no change β β QQuery 61 β 38.08 ms β 37.62 ms β no change β β QQuery 62 β 112.75 ms β 110.52 ms β no change β β QQuery 63 β 121.67 ms β 118.14 ms β no change β β QQuery 64 β 2618.25 ms β 2706.46 ms β no change β β QQuery 65 β 578.74 ms β 608.13 ms β 1.05x slower β β QQuery 66 β 232.98 ms β 233.24 ms β no change β β QQuery 67 β 418.95 ms β 424.38 ms β no change β β QQuery 68 β 75.29 ms β 75.09 ms β no change β β QQuery 69 β 147.67 ms β 149.53 ms β no change β β QQuery 70 β 309.12 ms β 279.54 ms β +1.11x faster β β QQuery 71 β 107.53 ms β 101.74 ms β +1.06x faster β β QQuery 72 β 6287.74 ms β 6326.80 ms β no change β β QQuery 73 β 68.22 ms β 64.90 ms β no change β β QQuery 74 β 428.43 ms β 389.53 ms β +1.10x faster β β QQuery 75 β 1005.19 ms β 919.18 ms β +1.09x faster β β QQuery 76 β 182.72 ms β 165.80 ms β +1.10x faster β β QQuery 77 β 387.10 ms β 358.16 ms β +1.08x faster β β QQuery 78 β 395.00 ms β 366.94 ms β +1.08x faster β β QQuery 79 β 144.75 ms β 129.78 ms β +1.12x faster β β QQuery 80 β 572.65 ms β 561.99 ms β no change β β QQuery 81 β 190.05 ms β 179.83 ms β +1.06x faster β β QQuery 82 β 77.10 ms β 74.41 ms β no change β β QQuery 83 β 200.76 ms β 181.08 ms β +1.11x faster β β QQuery 84 β 78.33 ms β 77.14 ms β no change β β QQuery 85 β 493.47 ms β 446.34 ms β +1.11x faster β β QQuery 86 β 117.66 ms β 115.49 ms β no change β β QQuery 87 β 221.24 ms β 222.05 ms β no change β β QQuery 88 β 174.71 ms β 168.48 ms β no change β β QQuery 89 β 138.86 ms β 127.66 ms β +1.09x faster β β QQuery 90 β 53.15 ms β 53.27 ms β no change β β QQuery 91 β 118.80 ms β 108.69 ms β +1.09x faster β β QQuery 92 β 90.45 ms β 85.00 ms β +1.06x faster β β QQuery 93 β 249.58 ms β 234.40 ms β +1.06x faster β β QQuery 94 β 132.34 ms β 126.40 ms β no change β β QQuery 95 β 500.04 ms β 534.90 ms β 1.07x slower β β QQuery 96 β 41.82 ms β 42.38 ms β no change β β QQuery 97 β 170.08 ms β 176.29 ms β no change β β QQuery 98 β 134.04 ms β 127.08 ms β +1.05x faster β β QQuery 99 β 133.44 ms β 130.30 ms β no change β βββββββββββββ΄βββββββββββββ΄βββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 37964.79ms β β Total Time (rich-T-kid_coacler-benchmark) β 33190.86ms β β Average Time (HEAD) β 383.48ms β β Average Time (rich-T-kid_coacler-benchmark) β 335.26ms β β Queries Faster β 34 β β Queries Slower β 5 β β Queries with No Change β 60 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and rich-T-kid_coacler-benchmark -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β rich-T-kid_coacler-benchmark β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 68.24 / 70.25 Β±1.45 / 72.59 ms β 69.13 / 70.26 Β±0.90 / 71.78 ms β no change β β QQuery 2 β 343.07 / 352.97 Β±10.09 / 369.82 ms β 323.47 / 351.78 Β±21.33 / 388.07 ms β no change β β QQuery 3 β 80.27 / 85.35 Β±4.39 / 93.00 ms β 79.21 / 81.19 Β±1.57 / 83.51 ms β no change β β QQuery 4 β 865.01 / 913.53 Β±40.24 / 978.00 ms β 824.36 / 874.81 Β±44.61 / 936.60 ms β no change β β QQuery 5 β 377.38 / 413.19 Β±52.86 / 518.32 ms β 416.75 / 429.86 Β±18.98 / 467.40 ms β no change β β QQuery 6 β 175.45 / 197.34 Β±33.99 / 264.94 ms β 182.91 / 197.37 Β±14.93 / 224.87 ms β no change β β QQuery 7 β 128.06 / 141.01 Β±22.47 / 185.86 ms β 126.95 / 136.74 Β±11.18 / 158.43 ms β no change β β QQuery 8 β 164.78 / 177.77 Β±7.94 / 186.59 ms β 161.21 / 186.76 Β±22.36 / 228.50 ms β 1.05x slower β β QQuery 9 β 229.44 / 246.78 Β±13.06 / 268.56 ms β 249.92 / 267.49 Β±22.33 / 311.21 ms β 1.08x slower β β QQuery 10 β 148.48 / 156.61 Β±6.34 / 167.79 ms β 152.29 / 157.03 Β±3.77 / 162.74 ms β no change β β QQuery 11 β 571.81 / 610.16 Β±29.20 / 659.72 ms β 547.91 / 581.71 Β±25.41 / 617.43 ms β no change β β QQuery 12 β 121.57 / 135.26 Β±24.53 / 184.30 ms β 113.58 / 130.26 Β±14.53 / 152.81 ms β no change β β QQuery 13 β 292.54 / 310.05 Β±25.63 / 360.07 ms β 280.56 / 292.10 Β±11.68 / 314.02 ms β +1.06x faster β β QQuery 14 β 5680.05 / 6046.39 Β±211.51 / 6261.41 ms β 1366.53 / 1418.26 Β±31.62 / 1452.84 ms β +4.26x faster β β QQuery 15 β 123.07 / 127.86 Β±4.62 / 135.14 ms β 126.30 / 151.06 Β±29.89 / 202.49 ms β 1.18x slower β β QQuery 16 β 68.62 / 85.78 Β±15.27 / 106.29 ms β 68.07 / 71.60 Β±1.82 / 73.01 ms β +1.20x faster β β QQuery 17 β 601.67 / 613.58 Β±8.67 / 625.46 ms β 582.40 / 600.03 Β±16.22 / 627.65 ms β no change β β QQuery 18 β 559.18 / 569.70 Β±7.51 / 579.10 ms β 571.77 / 585.43 Β±12.93 / 607.66 ms β no change β β QQuery 19 β 111.63 / 118.45 Β±4.29 / 123.69 ms β 109.69 / 126.61 Β±15.42 / 154.52 ms β 1.07x slower β β QQuery 20 β 126.13 / 132.67 Β±4.29 / 137.21 ms β 125.44 / 129.35 Β±3.44 / 135.20 ms β no change β β QQuery 21 β 73.83 / 76.92 Β±3.76 / 84.32 ms β 76.82 / 81.22 Β±3.93 / 86.00 ms β 1.06x slower β β QQuery 22 β 143.32 / 145.92 Β±2.01 / 149.14 ms β 142.70 / 147.27 Β±4.82 / 154.82 ms β no change β β QQuery 23 β 1000.36 / 1015.57 Β±14.42 / 1034.71 ms β 1020.95 / 1045.59 Β±13.42 / 1057.79 ms β no change β β QQuery 24 β 610.84 / 648.62 Β±30.55 / 697.68 ms β 573.58 / 583.53 Β±10.48 / 602.54 ms β +1.11x faster β β QQuery 25 β 638.50 / 663.07 Β±18.28 / 680.54 ms β 614.10 / 628.48 Β±11.56 / 647.76 ms β +1.06x faster β β QQuery 26 β 100.81 / 111.76 Β±12.53 / 135.23 ms β 93.91 / 101.01 Β±5.56 / 110.23 ms β +1.11x faster β β QQuery 27 β 68.75 / 71.09 Β±3.50 / 78.06 ms β 63.39 / 69.79 Β±7.62 / 84.67 ms β no change β β QQuery 28 β 125.40 / 138.77 Β±15.27 / 167.68 ms β 126.88 / 132.04 Β±3.90 / 138.24 ms β no change β β QQuery 29 β 637.57 / 651.00 Β±9.18 / 665.24 ms β 615.37 / 645.35 Β±21.64 / 679.53 ms β no change β β QQuery 30 β 197.00 / 205.04 Β±6.60 / 214.66 ms β 190.86 / 202.05 Β±9.37 / 215.00 ms β no change β β QQuery 31 β 490.26 / 533.35 Β±26.71 / 566.93 ms β 500.71 / 508.82 Β±5.85 / 517.89 ms β no change β β QQuery 32 β 86.97 / 97.10 Β±12.58 / 120.91 ms β 80.55 / 81.90 Β±1.39 / 84.28 ms β +1.19x faster β β QQuery 33 β 168.72 / 187.87 Β±13.70 / 206.01 ms β 163.33 / 198.33 Β±29.10 / 240.60 ms β 1.06x slower β β QQuery 34 β 68.46 / 72.66 Β±4.63 / 81.42 ms β 68.88 / 73.84 Β±4.95 / 82.94 ms β no change β β QQuery 35 β 175.78 / 187.04 Β±16.00 / 218.19 ms β 175.24 / 190.84 Β±12.68 / 212.75 ms β no change β β QQuery 36 β 100.20 / 103.02 Β±2.87 / 107.54 ms β 94.78 / 100.63 Β±9.61 / 119.76 ms β no change β β QQuery 37 β 53.32 / 54.73 Β±1.24 / 57.05 ms β 49.81 / 51.79 Β±1.62 / 53.87 ms β +1.06x faster β β QQuery 38 β 227.34 / 238.32 Β±10.50 / 257.84 ms β 211.17 / 220.74 Β±7.98 / 229.81 ms β +1.08x faster β β QQuery 39 β 311.93 / 330.62 Β±11.51 / 344.18 ms β 289.61 / 316.33 Β±19.15 / 338.45 ms β no change β β QQuery 40 β 84.93 / 85.82 Β±0.79 / 87.27 ms β 79.27 / 86.16 Β±6.76 / 98.98 ms β no change β β QQuery 41 β 100.27 / 107.08 Β±5.42 / 113.52 ms β 94.44 / 99.15 Β±5.79 / 110.54 ms β +1.08x faster β β QQuery 42 β 73.63 / 81.14 Β±4.10 / 85.31 ms β 71.40 / 82.57 Β±14.48 / 111.18 ms β no change β β QQuery 43 β 61.02 / 67.77 Β±8.73 / 84.29 ms β 57.22 / 59.57 Β±3.35 / 65.93 ms β +1.14x faster β β QQuery 44 β 152.35 / 172.76 Β±10.55 / 180.93 ms β 161.55 / 171.27 Β±7.44 / 180.57 ms β no change β β QQuery 45 β 119.23 / 129.61 Β±12.72 / 154.32 ms β 121.39 / 128.39 Β±7.28 / 139.74 ms β no change β β QQuery 46 β 75.84 / 79.60 Β±4.60 / 88.18 ms β 76.12 / 79.76 Β±2.48 / 82.68 ms β no change β β QQuery 47 β 589.22 / 610.78 Β±19.42 / 637.66 ms β 575.34 / 587.91 Β±11.87 / 608.66 ms β no change β β QQuery 48 β 274.17 / 288.85 Β±13.76 / 311.12 ms β 257.69 / 270.92 Β±19.35 / 308.88 ms β +1.07x faster β β QQuery 49 β 294.59 / 318.74 Β±15.00 / 339.11 ms β 293.04 / 312.27 Β±21.27 / 344.53 ms β no change β β QQuery 50 β 343.98 / 363.67 Β±14.99 / 387.13 ms β 335.64 / 357.62 Β±18.89 / 387.28 ms β no change β β QQuery 51 β 334.78 / 352.19 Β±10.80 / 363.95 ms β 334.70 / 350.11 Β±13.05 / 369.64 ms β no change β β QQuery 52 β 76.32 / 78.99 Β±2.48 / 83.60 ms β 73.17 / 78.31 Β±3.83 / 82.99 ms β no change β β QQuery 53 β 123.34 / 129.73 Β±5.66 / 138.21 ms β 114.54 / 124.18 Β±9.23 / 138.65 ms β no change β β QQuery 54 β 299.91 / 305.36 Β±6.01 / 314.29 ms β 281.65 / 291.02 Β±10.88 / 307.80 ms β no change β β QQuery 55 β 76.93 / 83.71 Β±7.01 / 97.00 ms β 72.32 / 80.95 Β±8.71 / 93.75 ms β no change β β QQuery 56 β 128.12 / 138.89 Β±9.12 / 154.26 ms β 127.74 / 137.38 Β±12.34 / 161.57 ms β no change β β QQuery 57 β 452.42 / 484.15 Β±25.92 / 527.62 ms β 465.33 / 476.13 Β±9.97 / 493.26 ms β no change β β QQuery 58 β 269.87 / 284.38 Β±13.64 / 305.78 ms β 269.09 / 281.54 Β±10.99 / 299.16 ms β no change β β QQuery 59 β 235.72 / 249.35 Β±9.58 / 264.25 ms β 229.94 / 234.08 Β±4.56 / 242.74 ms β +1.07x faster β β QQuery 60 β 133.55 / 139.27 Β±6.80 / 151.35 ms β 129.58 / 135.74 Β±5.03 / 143.30 ms β no change β β QQuery 61 β 38.08 / 41.61 Β±4.66 / 50.69 ms β 37.62 / 49.23 Β±17.59 / 84.22 ms β 1.18x slower β β QQuery 62 β 112.75 / 121.59 Β±7.44 / 130.44 ms β 110.52 / 119.87 Β±8.20 / 132.27 ms β no change β β QQuery 63 β 121.67 / 129.03 Β±9.60 / 146.43 ms β 118.14 / 122.41 Β±4.01 / 129.94 ms β +1.05x faster β β QQuery 64 β 2618.25 / 2649.53 Β±26.25 / 2688.21 ms β 2706.46 / 2774.57 Β±35.63 / 2804.12 ms β no change β β QQuery 65 β 578.74 / 615.37 Β±21.74 / 640.82 ms β 608.13 / 620.00 Β±8.10 / 633.42 ms β no change β β QQuery 66 β 232.98 / 249.08 Β±13.00 / 265.78 ms β 233.24 / 254.66 Β±16.11 / 282.24 ms β no change β β QQuery 67 β 418.95 / 441.07 Β±20.69 / 475.29 ms β 424.38 / 445.53 Β±14.06 / 463.14 ms β no change β β QQuery 68 β 75.29 / 77.07 Β±2.27 / 81.40 ms β 75.09 / 77.13 Β±2.56 / 81.69 ms β no change β β QQuery 69 β 147.67 / 163.62 Β±12.32 / 177.19 ms β 149.53 / 163.13 Β±9.06 / 173.62 ms β no change β β QQuery 70 β 309.12 / 314.69 Β±6.43 / 326.25 ms β 279.54 / 296.13 Β±14.77 / 317.20 ms β +1.06x faster β β QQuery 71 β 107.53 / 117.11 Β±10.93 / 135.40 ms β 101.74 / 103.74 Β±1.73 / 105.92 ms β +1.13x faster β β QQuery 72 β 6287.74 / 6421.43 Β±107.07 / 6554.80 ms β 6326.80 / 6425.68 Β±109.03 / 6590.26 ms β no change β β QQuery 73 β 68.22 / 69.18 Β±0.81 / 70.31 ms β 64.90 / 77.66 Β±18.53 / 114.25 ms β 1.12x slower β β QQuery 74 β 428.43 / 457.74 Β±27.35 / 505.00 ms β 389.53 / 437.46 Β±32.29 / 475.09 ms β no change β β QQuery 75 β 1005.19 / 1032.07 Β±31.95 / 1093.76 ms β 919.18 / 956.09 Β±21.02 / 981.64 ms β +1.08x faster β β QQuery 76 β 182.72 / 198.76 Β±10.98 / 210.94 ms β 165.80 / 191.74 Β±23.12 / 222.26 ms β no change β β QQuery 77 β 387.10 / 418.03 Β±34.98 / 482.49 ms β 358.16 / 393.61 Β±35.39 / 451.46 ms β +1.06x faster β β QQuery 78 β 395.00 / 421.23 Β±18.79 / 445.20 ms β 366.94 / 387.64 Β±14.42 / 408.23 ms β +1.09x faster β β QQuery 79 β 144.75 / 150.59 Β±3.45 / 155.10 ms β 129.78 / 139.60 Β±13.76 / 166.84 ms β +1.08x faster β β QQuery 80 β 572.65 / 610.07 Β±43.69 / 693.73 ms β 561.99 / 603.90 Β±31.70 / 645.10 ms β no change β β QQuery 81 β 190.05 / 216.77 Β±24.60 / 254.21 ms β 179.83 / 198.91 Β±22.55 / 233.26 ms β +1.09x faster β β QQuery 82 β 77.10 / 87.47 Β±12.64 / 110.44 ms β 74.41 / 80.78 Β±7.43 / 94.63 ms β +1.08x faster β β QQuery 83 β 200.76 / 218.46 Β±12.88 / 240.67 ms β 181.08 / 190.14 Β±9.87 / 207.81 ms β +1.15x faster β β QQuery 84 β 78.33 / 80.00 Β±1.26 / 81.45 ms β 77.14 / 84.65 Β±10.04 / 104.22 ms β 1.06x slower β β QQuery 85 β 493.47 / 568.58 Β±67.04 / 661.89 ms β 446.34 / 462.68 Β±12.34 / 475.77 ms β +1.23x faster β β QQuery 86 β 117.66 / 129.10 Β±11.90 / 149.79 ms β 115.49 / 131.70 Β±11.25 / 144.33 ms β no change β β QQuery 87 β 221.24 / 244.26 Β±14.67 / 264.94 ms β 222.05 / 236.16 Β±14.85 / 263.16 ms β no change β β QQuery 88 β 174.71 / 180.76 Β±4.28 / 187.26 ms β 168.48 / 184.70 Β±10.96 / 196.10 ms β no change β β QQuery 89 β 138.86 / 147.53 Β±7.33 / 160.02 ms β 127.66 / 135.25 Β±7.96 / 148.77 ms β +1.09x faster β β QQuery 90 β 53.15 / 56.05 Β±1.87 / 58.27 ms β 53.27 / 56.11 Β±4.43 / 64.93 ms β no change β β QQuery 91 β 118.80 / 123.31 Β±3.85 / 129.10 ms β 108.69 / 113.71 Β±3.01 / 116.84 ms β +1.08x faster β β QQuery 92 β 90.45 / 100.10 Β±5.21 / 106.08 ms β 85.00 / 92.30 Β±4.02 / 96.81 ms β +1.08x faster β β QQuery 93 β 249.58 / 262.25 Β±7.78 / 271.87 ms β 234.40 / 250.00 Β±12.72 / 273.12 ms β no change β β QQuery 94 β 132.34 / 142.84 Β±11.00 / 161.73 ms β 126.40 / 139.70 Β±12.45 / 161.34 ms β no change β β QQuery 95 β 500.04 / 504.71 Β±3.44 / 509.95 ms β 534.90 / 548.23 Β±9.76 / 563.41 ms β 1.09x slower β β QQuery 96 β 41.82 / 46.47 Β±3.99 / 53.88 ms β 42.38 / 44.69 Β±1.44 / 46.80 ms β no change β β QQuery 97 β 170.08 / 176.16 Β±4.83 / 182.73 ms β 176.29 / 186.27 Β±7.14 / 193.93 ms β 1.06x slower β β QQuery 98 β 134.04 / 145.15 Β±13.74 / 172.17 ms β 127.08 / 136.44 Β±9.44 / 153.67 ms β +1.06x faster β β QQuery 99 β 133.44 / 143.56 Β±10.90 / 163.24 ms β 130.30 / 135.67 Β±6.24 / 147.62 ms β +1.06x faster β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 39861.40ms β β Total Time (rich-T-kid_coacler-benchmark) β 34692.18ms β β Average Time (HEAD) β 402.64ms β β Average Time (rich-T-kid_coacler-benchmark) β 350.43ms β β Queries Faster β 29 β β Queries Slower β 11 β β Queries with No Change β 59 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **tpcds β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 200.0s | | Peak memory | 7.6 GiB | | Avg memory | 1.7 GiB | | CPU user | 1029.5s | | CPU sys | 66.1s | | Peak spill | 0 B | **tpcds β branch** | Metric | Value | |--------|-------| | Wall time | 175.0s | | Peak memory | 2.8 GiB | | Avg memory | 1.4 GiB | | CPU user | 1031.1s | | CPU sys | 64.2s | | 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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