adriangbot commented on PR #24093: URL: https://github.com/apache/datafusion/pull/24093#issuecomment-6150518640
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24093#issuecomment-6150107152) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing claude/storage-latency-simulation-c76ce0 (228f0257239757cd24445b3b1f3b7be19c8d20a7) to 45de64c (merge-base) [diff](https://github.com/apache/datafusion/compare/45de64cfc199345c8f218acd6d18634105403776..228f0257239757cd24445b3b1f3b7be19c8d20a7) <details><summary>Run configuration</summary> ```yaml run benchmark tpcds env: SIMULATE_LATENCY: "true" ``` </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 claude_storage-latency-simulation-c76ce0 -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³βββββββββββββ³βββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β claude_storage-latency-simulation-c76ce0 β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 137.09 ms β 24.80 ms β +5.53x faster β β QQuery 2 β 650.84 ms β 404.46 ms β +1.61x faster β β QQuery 3 β 262.45 ms β 183.09 ms β +1.43x faster β β QQuery 4 β 1133.27 ms β 1364.65 ms β 1.20x slower β β QQuery 5 β 528.91 ms β 369.15 ms β +1.43x faster β β QQuery 6 β 393.58 ms β 334.98 ms β +1.17x faster β β QQuery 7 β 289.39 ms β 395.67 ms β 1.37x slower β β QQuery 8 β 553.58 ms β 258.62 ms β +2.14x faster β β QQuery 9 β 1271.16 ms β 480.56 ms β +2.65x faster β β QQuery 10 β 611.70 ms β 453.49 ms β +1.35x faster β β QQuery 11 β 828.56 ms β 999.30 ms β 1.21x slower β β QQuery 12 β 297.85 ms β 143.39 ms β +2.08x faster β β QQuery 13 β 366.04 ms β 559.47 ms β 1.53x slower β β QQuery 14 β 3606.33 ms β 3240.39 ms β +1.11x faster β β QQuery 15 β 290.78 ms β 254.56 ms β +1.14x faster β β QQuery 16 β 118.56 ms β 23.83 ms β +4.97x faster β β QQuery 17 β 571.82 ms β 600.64 ms β 1.05x slower β β QQuery 18 β 446.90 ms β 456.99 ms β no change β β QQuery 19 β 432.64 ms β 407.89 ms β +1.06x faster β β QQuery 20 β 359.63 ms β 146.12 ms β +2.46x faster β β QQuery 21 β 483.71 ms β 215.12 ms β +2.25x faster β β QQuery 22 β 375.39 ms β 283.00 ms β +1.33x faster β β QQuery 23 β 2127.77 ms β 1869.42 ms β +1.14x faster β β QQuery 24 β 1593.05 ms β 1556.40 ms β no change β β QQuery 25 β 732.91 ms β 485.78 ms β +1.51x faster β β QQuery 26 β 211.04 ms β 299.22 ms β 1.42x slower β β QQuery 27 β 216.84 ms β 56.06 ms β +3.87x faster β β QQuery 28 β 268.68 ms β 288.17 ms β 1.07x slower β β QQuery 29 β 602.59 ms β 625.93 ms β no change β β QQuery 30 β 553.13 ms β 356.30 ms β +1.55x faster β β QQuery 31 β 1055.22 ms β 1134.08 ms β 1.07x slower β β QQuery 32 β 325.00 ms β 268.45 ms β +1.21x faster β β QQuery 33 β 454.89 ms β 301.10 ms β +1.51x faster β β QQuery 34 β 228.90 ms β 81.65 ms β +2.80x faster β β QQuery 35 β 521.45 ms β 522.00 ms β no change β β QQuery 36 β 36.29 ms β 24.43 ms β +1.49x faster β β QQuery 37 β 111.57 ms β 76.94 ms β +1.45x faster β β QQuery 38 β 480.77 ms β 420.92 ms β +1.14x faster β β QQuery 39 β 1674.19 ms β 1410.01 ms β +1.19x faster β β QQuery 40 β 412.95 ms β 182.94 ms β +2.26x faster β β QQuery 41 β 239.20 ms β 80.05 ms β +2.99x faster β β QQuery 42 β 262.58 ms β 254.82 ms β no change β β QQuery 43 β 38.66 ms β 23.58 ms β +1.64x faster β β QQuery 44 β 143.28 ms β 39.86 ms β +3.59x faster β β QQuery 45 β 435.12 ms β 205.21 ms β +2.12x faster β β QQuery 46 β 222.96 ms β 168.94 ms β +1.32x faster β β QQuery 47 β 909.90 ms β 1085.77 ms β 1.19x slower β β QQuery 48 β 519.83 ms β 412.63 ms β +1.26x faster β β QQuery 49 β 386.87 ms β 317.29 ms β +1.22x faster β β QQuery 50 β 571.85 ms β 347.77 ms β +1.64x faster β β QQuery 51 β 367.97 ms β 337.27 ms β +1.09x faster β β QQuery 52 β 171.97 ms β 217.64 ms β 1.27x slower β β QQuery 53 β 299.12 ms β 323.98 ms β 1.08x slower β β QQuery 54 β 823.52 ms β 689.27 ms β +1.19x faster β β QQuery 55 β 265.97 ms β 208.35 ms β +1.28x faster β β QQuery 56 β 468.31 ms β 420.29 ms β +1.11x faster β β QQuery 57 β 990.57 ms β 975.16 ms β no change β β QQuery 58 β 981.14 ms β 903.35 ms β +1.09x faster β β QQuery 59 β 855.83 ms β 665.62 ms β +1.29x faster β β QQuery 60 β 548.20 ms β 448.57 ms β +1.22x faster β β QQuery 61 β 304.09 ms β 93.07 ms β +3.27x faster β β QQuery 62 β 336.74 ms β 231.07 ms β +1.46x faster β β QQuery 63 β 303.79 ms β 217.23 ms β +1.40x faster β β QQuery 64 β 2691.18 ms β 2271.09 ms β +1.18x faster β β QQuery 65 β 306.01 ms β 470.82 ms β 1.54x slower β β QQuery 66 β 449.39 ms β 351.07 ms β +1.28x faster β β QQuery 67 β 614.90 ms β 583.62 ms β +1.05x faster β β QQuery 68 β 360.16 ms β 121.55 ms β +2.96x faster β β QQuery 69 β 708.44 ms β 525.09 ms β +1.35x faster β β QQuery 70 β 604.31 ms β 535.99 ms β +1.13x faster β β QQuery 71 β 474.47 ms β 357.98 ms β +1.33x faster β β QQuery 72 β 2337.03 ms β 2179.13 ms β +1.07x faster β β QQuery 73 β 160.37 ms β 71.72 ms β +2.24x faster β β QQuery 74 β 683.92 ms β 616.65 ms β +1.11x faster β β QQuery 75 β 864.21 ms β 785.56 ms β +1.10x faster β β QQuery 76 β 414.87 ms β 267.25 ms β +1.55x faster β β QQuery 77 β 653.58 ms β 500.90 ms β +1.30x faster β β QQuery 78 β 524.12 ms β 604.38 ms β 1.15x slower β β QQuery 79 β 354.84 ms β 340.70 ms β no change β β QQuery 80 β 594.20 ms β 608.65 ms β no change β β QQuery 81 β 582.62 ms β 321.69 ms β +1.81x faster β β QQuery 82 β 422.29 ms β 287.91 ms β +1.47x faster β β QQuery 83 β 636.38 ms β 602.75 ms β +1.06x faster β β QQuery 84 β 254.23 ms β 176.44 ms β +1.44x faster β β QQuery 85 β 563.17 ms β 489.65 ms β +1.15x faster β β QQuery 86 β 176.65 ms β 199.22 ms β 1.13x slower β β QQuery 87 β 483.66 ms β 433.96 ms β +1.11x faster β β QQuery 88 β 690.13 ms β 481.86 ms β +1.43x faster β β QQuery 89 β 325.46 ms β 264.60 ms β +1.23x faster β β QQuery 90 β 282.56 ms β 197.65 ms β +1.43x faster β β QQuery 91 β 658.43 ms β 438.32 ms β +1.50x faster β β QQuery 92 β 507.15 ms β 239.12 ms β +2.12x faster β β QQuery 93 β 268.55 ms β 433.43 ms β 1.61x slower β β QQuery 94 β 413.93 ms β 335.73 ms β +1.23x faster β β QQuery 95 β 641.22 ms β 507.30 ms β +1.26x faster β β QQuery 96 β 336.18 ms β 200.69 ms β +1.68x faster β β QQuery 97 β 293.31 ms β 250.46 ms β +1.17x faster β β QQuery 98 β 192.67 ms β 248.28 ms β 1.29x slower β β QQuery 99 β 519.37 ms β 383.81 ms β +1.35x faster β βββββββββββββ΄βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 57108.86ms β β Total Time (claude_storage-latency-simulation-c76ce0) β 47911.85ms β β Average Time (HEAD) β 576.86ms β β Average Time (claude_storage-latency-simulation-c76ce0) β 483.96ms β β Queries Faster β 75 β β Queries Slower β 16 β β Queries with No Change β 8 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and claude_storage-latency-simulation-c76ce0 -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³βββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β claude_storage-latency-simulation-c76ce0 β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 137.09 / 178.72 Β±27.41 / 206.40 ms β 24.80 / 29.03 Β±3.61 / 35.70 ms β +6.16x faster β β QQuery 2 β 650.84 / 718.15 Β±48.58 / 779.73 ms β 404.46 / 581.48 Β±114.72 / 749.22 ms β +1.24x faster β β QQuery 3 β 262.45 / 342.17 Β±70.45 / 437.27 ms β 183.09 / 258.27 Β±51.52 / 325.44 ms β +1.32x faster β β QQuery 4 β 1133.27 / 1236.59 Β±92.24 / 1404.90 ms β 1364.65 / 1448.60 Β±60.24 / 1513.21 ms β 1.17x slower β β QQuery 5 β 528.91 / 559.54 Β±20.91 / 582.74 ms β 369.15 / 444.26 Β±62.99 / 539.15 ms β +1.26x faster β β QQuery 6 β 393.58 / 580.37 Β±105.50 / 700.74 ms β 334.98 / 523.69 Β±215.71 / 929.30 ms β +1.11x faster β β QQuery 7 β 289.39 / 557.94 Β±145.45 / 682.01 ms β 395.67 / 496.84 Β±57.44 / 559.63 ms β +1.12x faster β β QQuery 8 β 553.58 / 612.89 Β±42.17 / 672.40 ms β 258.62 / 431.81 Β±115.17 / 621.45 ms β +1.42x faster β β QQuery 9 β 1271.16 / 1523.93 Β±204.91 / 1769.31 ms β 480.56 / 548.99 Β±34.80 / 572.65 ms β +2.78x faster β β QQuery 10 β 611.70 / 749.69 Β±96.38 / 898.31 ms β 453.49 / 604.81 Β±80.34 / 678.34 ms β +1.24x faster β β QQuery 11 β 828.56 / 901.70 Β±75.97 / 1046.77 ms β 999.30 / 1074.02 Β±69.92 / 1164.15 ms β 1.19x slower β β QQuery 12 β 297.85 / 402.57 Β±78.28 / 528.77 ms β 143.39 / 236.91 Β±69.07 / 355.08 ms β +1.70x faster β β QQuery 13 β 366.04 / 684.22 Β±160.98 / 798.82 ms β 559.47 / 696.33 Β±153.42 / 973.77 ms β no change β β QQuery 14 β 3606.33 / 3889.93 Β±151.90 / 4011.31 ms β 3240.39 / 3513.67 Β±246.03 / 3885.04 ms β +1.11x faster β β QQuery 15 β 290.78 / 434.16 Β±98.49 / 558.87 ms β 254.56 / 369.37 Β±86.08 / 514.11 ms β +1.18x faster β β QQuery 16 β 118.56 / 172.14 Β±31.17 / 208.28 ms β 23.83 / 26.90 Β±2.56 / 30.91 ms β +6.40x faster β β QQuery 17 β 571.82 / 696.21 Β±81.14 / 801.46 ms β 600.64 / 816.59 Β±116.58 / 937.52 ms β 1.17x slower β β QQuery 18 β 446.90 / 588.51 Β±110.49 / 718.38 ms β 456.99 / 526.53 Β±97.21 / 713.39 ms β +1.12x faster β β QQuery 19 β 432.64 / 617.41 Β±145.53 / 853.20 ms β 407.89 / 587.15 Β±167.72 / 857.95 ms β no change β β QQuery 20 β 359.63 / 444.75 Β±59.39 / 534.62 ms β 146.12 / 268.75 Β±112.35 / 445.20 ms β +1.65x faster β β QQuery 21 β 483.71 / 521.10 Β±31.14 / 564.39 ms β 215.12 / 416.31 Β±132.20 / 607.22 ms β +1.25x faster β β QQuery 22 β 375.39 / 483.49 Β±107.04 / 642.63 ms β 283.00 / 366.62 Β±69.04 / 485.35 ms β +1.32x faster β β QQuery 23 β 2127.77 / 2345.08 Β±153.97 / 2584.66 ms β 1869.42 / 2062.21 Β±161.41 / 2322.02 ms β +1.14x faster β β QQuery 24 β 1593.05 / 1850.80 Β±197.00 / 2108.05 ms β 1556.40 / 1777.26 Β±132.85 / 1916.67 ms β no change β β QQuery 25 β 732.91 / 743.28 Β±9.25 / 759.33 ms β 485.78 / 668.33 Β±126.84 / 822.16 ms β +1.11x faster β β QQuery 26 β 211.04 / 421.23 Β±126.24 / 533.41 ms β 299.22 / 398.38 Β±53.12 / 445.37 ms β +1.06x faster β β QQuery 27 β 216.84 / 301.61 Β±70.68 / 387.84 ms β 56.06 / 118.31 Β±72.79 / 260.97 ms β +2.55x faster β β QQuery 28 β 268.68 / 380.82 Β±57.76 / 428.71 ms β 288.17 / 311.98 Β±19.64 / 338.45 ms β +1.22x faster β β QQuery 29 β 602.59 / 768.42 Β±143.47 / 999.58 ms β 625.93 / 706.82 Β±72.98 / 838.65 ms β +1.09x faster β β QQuery 30 β 553.13 / 672.96 Β±115.45 / 872.17 ms β 356.30 / 442.91 Β±72.36 / 532.29 ms β +1.52x faster β β QQuery 31 β 1055.22 / 1300.72 Β±163.56 / 1558.29 ms β 1134.08 / 1449.68 Β±312.21 / 2021.30 ms β 1.11x slower β β QQuery 32 β 325.00 / 455.29 Β±95.45 / 599.38 ms β 268.45 / 464.48 Β±117.58 / 587.14 ms β no change β β QQuery 33 β 454.89 / 552.11 Β±73.11 / 640.04 ms β 301.10 / 409.87 Β±62.47 / 478.11 ms β +1.35x faster β β QQuery 34 β 228.90 / 312.31 Β±47.09 / 364.15 ms β 81.65 / 147.34 Β±66.15 / 273.13 ms β +2.12x faster β β QQuery 35 β 521.45 / 652.59 Β±93.43 / 806.65 ms β 522.00 / 635.24 Β±85.31 / 749.59 ms β no change β β QQuery 36 β 36.29 / 72.48 Β±31.15 / 117.28 ms β 24.43 / 27.74 Β±4.13 / 35.61 ms β +2.61x faster β β QQuery 37 β 111.57 / 241.02 Β±75.35 / 318.18 ms β 76.94 / 122.73 Β±30.34 / 168.26 ms β +1.96x faster β β QQuery 38 β 480.77 / 605.07 Β±86.27 / 692.68 ms β 420.92 / 555.73 Β±95.72 / 708.68 ms β +1.09x faster β β QQuery 39 β 1674.19 / 1890.37 Β±145.29 / 2051.60 ms β 1410.01 / 1517.11 Β±80.25 / 1628.56 ms β +1.25x faster β β QQuery 40 β 412.95 / 475.00 Β±41.20 / 540.55 ms β 182.94 / 309.52 Β±93.07 / 470.37 ms β +1.53x faster β β QQuery 41 β 239.20 / 259.52 Β±31.21 / 320.93 ms β 80.05 / 89.18 Β±10.04 / 107.82 ms β +2.91x faster β β QQuery 42 β 262.58 / 373.83 Β±109.83 / 508.03 ms β 254.82 / 311.88 Β±45.66 / 379.41 ms β +1.20x faster β β QQuery 43 β 38.66 / 111.64 Β±61.47 / 186.78 ms β 23.58 / 27.89 Β±4.22 / 34.94 ms β +4.00x faster β β QQuery 44 β 143.28 / 216.85 Β±56.39 / 292.07 ms β 39.86 / 51.79 Β±10.32 / 68.09 ms β +4.19x faster β β QQuery 45 β 435.12 / 554.15 Β±64.67 / 631.60 ms β 205.21 / 436.04 Β±213.39 / 709.32 ms β +1.27x faster β β QQuery 46 β 222.96 / 326.56 Β±54.50 / 379.65 ms β 168.94 / 263.49 Β±87.38 / 404.71 ms β +1.24x faster β β QQuery 47 β 909.90 / 1239.07 Β±165.97 / 1362.30 ms β 1085.77 / 1302.08 Β±170.91 / 1611.47 ms β 1.05x slower β β QQuery 48 β 519.83 / 647.92 Β±117.39 / 817.74 ms β 412.63 / 512.28 Β±79.01 / 611.26 ms β +1.26x faster β β QQuery 49 β 386.87 / 522.52 Β±69.94 / 583.69 ms β 317.29 / 465.61 Β±102.95 / 589.48 ms β +1.12x faster β β QQuery 50 β 571.85 / 690.25 Β±73.00 / 794.31 ms β 347.77 / 594.83 Β±144.55 / 782.31 ms β +1.16x faster β β QQuery 51 β 367.97 / 511.85 Β±86.88 / 614.63 ms β 337.27 / 447.17 Β±85.28 / 551.05 ms β +1.14x faster β β QQuery 52 β 171.97 / 305.32 Β±100.44 / 424.04 ms β 217.64 / 253.02 Β±24.32 / 291.43 ms β +1.21x faster β β QQuery 53 β 299.12 / 397.43 Β±80.58 / 544.28 ms β 323.98 / 375.31 Β±43.60 / 448.50 ms β +1.06x faster β β QQuery 54 β 823.52 / 968.40 Β±126.52 / 1203.48 ms β 689.27 / 767.44 Β±65.00 / 848.65 ms β +1.26x faster β β QQuery 55 β 265.97 / 392.76 Β±97.61 / 558.77 ms β 208.35 / 338.44 Β±116.62 / 532.77 ms β +1.16x faster β β QQuery 56 β 468.31 / 576.12 Β±73.44 / 693.50 ms β 420.29 / 480.67 Β±49.00 / 542.17 ms β +1.20x faster β β QQuery 57 β 990.57 / 1119.66 Β±117.23 / 1319.75 ms β 975.16 / 1154.82 Β±98.55 / 1272.87 ms β no change β β QQuery 58 β 981.14 / 1275.76 Β±193.50 / 1539.08 ms β 903.35 / 1161.84 Β±146.59 / 1334.89 ms β +1.10x faster β β QQuery 59 β 855.83 / 1023.03 Β±158.10 / 1292.78 ms β 665.62 / 864.79 Β±137.25 / 995.65 ms β +1.18x faster β β QQuery 60 β 548.20 / 622.58 Β±39.43 / 657.65 ms β 448.57 / 536.73 Β±120.71 / 765.79 ms β +1.16x faster β β QQuery 61 β 304.09 / 373.78 Β±43.69 / 415.45 ms β 93.07 / 163.91 Β±40.39 / 214.52 ms β +2.28x faster β β QQuery 62 β 336.74 / 486.84 Β±99.62 / 650.08 ms β 231.07 / 407.25 Β±95.96 / 513.46 ms β +1.20x faster β β QQuery 63 β 303.79 / 405.29 Β±75.84 / 537.23 ms β 217.23 / 372.01 Β±88.06 / 471.44 ms β +1.09x faster β β QQuery 64 β 2691.18 / 3094.60 Β±279.96 / 3408.63 ms β 2271.09 / 2650.41 Β±281.33 / 3075.62 ms β +1.17x faster β β QQuery 65 β 306.01 / 557.13 Β±141.49 / 720.60 ms β 470.82 / 674.67 Β±143.54 / 840.30 ms β 1.21x slower β β QQuery 66 β 449.39 / 488.69 Β±36.48 / 543.13 ms β 351.07 / 473.95 Β±109.58 / 667.99 ms β no change β β QQuery 67 β 614.90 / 669.05 Β±42.22 / 712.19 ms β 583.62 / 603.16 Β±19.82 / 640.57 ms β +1.11x faster β β QQuery 68 β 360.16 / 409.35 Β±47.61 / 477.14 ms β 121.55 / 232.31 Β±100.73 / 396.53 ms β +1.76x faster β β QQuery 69 β 708.44 / 850.00 Β±106.67 / 1022.28 ms β 525.09 / 568.84 Β±51.29 / 641.20 ms β +1.49x faster β β QQuery 70 β 604.31 / 767.85 Β±147.71 / 1045.60 ms β 535.99 / 643.41 Β±89.14 / 763.17 ms β +1.19x faster β β QQuery 71 β 474.47 / 490.22 Β±12.64 / 506.33 ms β 357.98 / 442.48 Β±53.91 / 516.42 ms β +1.11x faster β β QQuery 72 β 2337.03 / 2484.39 Β±205.04 / 2888.55 ms β 2179.13 / 2349.45 Β±123.84 / 2565.20 ms β +1.06x faster β β QQuery 73 β 160.37 / 227.92 Β±45.91 / 302.71 ms β 71.72 / 107.98 Β±48.01 / 203.04 ms β +2.11x faster β β QQuery 74 β 683.92 / 804.45 Β±146.79 / 1079.39 ms β 616.65 / 870.19 Β±192.80 / 1148.33 ms β 1.08x slower β β QQuery 75 β 864.21 / 926.33 Β±70.38 / 1054.91 ms β 785.56 / 832.70 Β±47.26 / 922.55 ms β +1.11x faster β β QQuery 76 β 414.87 / 514.10 Β±59.74 / 590.05 ms β 267.25 / 437.75 Β±99.33 / 543.20 ms β +1.17x faster β β QQuery 77 β 653.58 / 696.28 Β±41.50 / 756.61 ms β 500.90 / 601.73 Β±85.26 / 712.61 ms β +1.16x faster β β QQuery 78 β 524.12 / 716.66 Β±163.71 / 929.28 ms β 604.38 / 700.26 Β±77.58 / 834.66 ms β no change β β QQuery 79 β 354.84 / 489.62 Β±106.06 / 652.02 ms β 340.70 / 403.78 Β±54.38 / 496.41 ms β +1.21x faster β β QQuery 80 β 594.20 / 697.40 Β±63.09 / 784.30 ms β 608.65 / 774.71 Β±107.83 / 905.64 ms β 1.11x slower β β QQuery 81 β 582.62 / 654.17 Β±42.93 / 713.40 ms β 321.69 / 593.30 Β±161.86 / 783.22 ms β +1.10x faster β β QQuery 82 β 422.29 / 546.56 Β±114.04 / 737.43 ms β 287.91 / 441.60 Β±117.42 / 630.20 ms β +1.24x faster β β QQuery 83 β 636.38 / 829.60 Β±127.68 / 1025.86 ms β 602.75 / 792.91 Β±149.23 / 986.40 ms β no change β β QQuery 84 β 254.23 / 475.91 Β±118.82 / 581.33 ms β 176.44 / 295.90 Β±85.87 / 374.32 ms β +1.61x faster β β QQuery 85 β 563.17 / 748.44 Β±94.27 / 824.17 ms β 489.65 / 592.13 Β±76.50 / 724.26 ms β +1.26x faster β β QQuery 86 β 176.65 / 272.28 Β±74.84 / 380.62 ms β 199.22 / 251.45 Β±57.57 / 362.41 ms β +1.08x faster β β QQuery 87 β 483.66 / 556.18 Β±77.23 / 698.93 ms β 433.96 / 560.07 Β±97.67 / 673.48 ms β no change β β QQuery 88 β 690.13 / 765.67 Β±42.03 / 803.56 ms β 481.86 / 528.68 Β±39.55 / 576.20 ms β +1.45x faster β β QQuery 89 β 325.46 / 464.98 Β±72.05 / 534.04 ms β 264.60 / 372.85 Β±71.86 / 481.61 ms β +1.25x faster β β QQuery 90 β 282.56 / 353.05 Β±48.60 / 434.36 ms β 197.65 / 265.25 Β±39.25 / 308.70 ms β +1.33x faster β β QQuery 91 β 658.43 / 766.45 Β±109.29 / 922.84 ms β 438.32 / 507.51 Β±97.51 / 699.46 ms β +1.51x faster β β QQuery 92 β 507.15 / 522.71 Β±20.32 / 562.43 ms β 239.12 / 416.21 Β±106.46 / 558.73 ms β +1.26x faster β β QQuery 93 β 268.55 / 362.16 Β±73.92 / 476.86 ms β 433.43 / 500.13 Β±48.42 / 569.51 ms β 1.38x slower β β QQuery 94 β 413.93 / 553.90 Β±181.40 / 906.73 ms β 335.73 / 515.02 Β±133.83 / 709.52 ms β +1.08x faster β β QQuery 95 β 641.22 / 804.52 Β±99.98 / 913.33 ms β 507.30 / 761.95 Β±164.08 / 913.74 ms β +1.06x faster β β QQuery 96 β 336.18 / 422.40 Β±84.36 / 571.32 ms β 200.69 / 323.15 Β±64.90 / 390.80 ms β +1.31x faster β β QQuery 97 β 293.31 / 495.60 Β±107.43 / 589.78 ms β 250.46 / 338.70 Β±60.58 / 438.36 ms β +1.46x faster β β QQuery 98 β 192.67 / 353.23 Β±95.72 / 468.03 ms β 248.28 / 306.13 Β±51.02 / 371.16 ms β +1.15x faster β β QQuery 99 β 519.37 / 608.39 Β±84.63 / 746.58 ms β 383.81 / 491.41 Β±110.91 / 696.21 ms β +1.24x faster β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 69778.64ms β β Total Time (claude_storage-latency-simulation-c76ce0) β 59993.15ms β β Average Time (HEAD) β 704.83ms β β Average Time (claude_storage-latency-simulation-c76ce0) β 605.99ms β β Queries Faster β 80 β β Queries Slower β 9 β β Queries with No Change β 10 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **tpcds β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 355.1s | | Peak memory | 990.6 MiB | | Avg memory | 543.5 MiB | | CPU user | 211.8s | | CPU sys | 11.2s | | Peak spill | 0 B | **tpcds β branch** | Metric | Value | |--------|-------| | Wall time | 305.1s | | Peak memory | 902.3 MiB | | Avg memory | 368.4 MiB | | CPU user | 228.7s | | CPU sys | 31.8s | | 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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