adriangbot commented on PR #24086: URL: https://github.com/apache/datafusion/pull/24086#issuecomment-5852581485
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24086#issuecomment-5852458126) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing claude/datafusion-rowgroup-buffering-ec9abc (4a9f276c58c8b1d24b5bb64a182a5658ebb1bdfb) to e8e41ae (merge-base) [diff](https://github.com/apache/datafusion/compare/e8e41ae958a5e6856ab9b0e7d8fb5deece0a9e91..4a9f276c58c8b1d24b5bb64a182a5658ebb1bdfb) <details><summary>Run configuration</summary> ```yaml run benchmark clickbench_partitioned env: SIMULATE_LATENCY: "true" changed: env: DATAFUSION_EXECUTION_PARQUET_READ_AHEAD_BYTES: "104857600" ``` </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_datafusion-rowgroup-buffering-ec9abc -------------------- Benchmark clickbench_partitioned.json -------------------- βββββββββββββ³βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β claude_datafusion-rowgroup-buffering-ec9abc β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 0 β 1.28 ms β 1.27 ms β no change β β QQuery 1 β 1880.34 ms β 728.51 ms β +2.58x faster β β QQuery 2 β 2173.63 ms β 784.48 ms β +2.77x faster β β QQuery 3 β 2141.49 ms β 780.68 ms β +2.74x faster β β QQuery 4 β 2297.65 ms β 901.59 ms β +2.55x faster β β QQuery 5 β 2374.89 ms β 968.32 ms β +2.45x faster β β QQuery 6 β 1.29 ms β 1.30 ms β no change β β QQuery 7 β 1946.05 ms β 730.99 ms β +2.66x faster β β QQuery 8 β 2406.93 ms β 1041.46 ms β +2.31x faster β β QQuery 9 β 2684.63 ms β 1248.51 ms β +2.15x faster β β QQuery 10 β 2194.25 ms β 798.79 ms β +2.75x faster β β QQuery 11 β 2224.54 ms β 820.34 ms β +2.71x faster β β QQuery 12 β 2354.37 ms β 988.22 ms β +2.38x faster β β QQuery 13 β 2466.58 ms β 1040.51 ms β +2.37x faster β β QQuery 14 β 2312.19 ms β 969.77 ms β +2.38x faster β β QQuery 15 β 2367.82 ms β 966.96 ms β +2.45x faster β β QQuery 16 β 2686.68 ms β 1313.00 ms β +2.05x faster β β QQuery 17 β 2667.04 ms β 1342.75 ms β +1.99x faster β β QQuery 18 β 3200.60 ms β 1914.82 ms β +1.67x faster β β QQuery 19 β 1788.50 ms β 735.31 ms β +2.43x faster β β QQuery 20 β 2636.64 ms β 1263.74 ms β +2.09x faster β β QQuery 21 β 2686.83 ms β 1318.24 ms β +2.04x faster β β QQuery 22 β 3157.03 ms β 1791.89 ms β +1.76x faster β β QQuery 23 β 5221.30 ms β 4757.93 ms β +1.10x faster β β QQuery 24 β 473.77 ms β 308.04 ms β +1.54x faster β β QQuery 25 β 2279.89 ms β 844.35 ms β +2.70x faster β β QQuery 26 β 491.50 ms β 317.89 ms β +1.55x faster β β QQuery 27 β 2647.89 ms β 1289.62 ms β +2.05x faster β β QQuery 28 β 5006.06 ms β 3602.25 ms β +1.39x faster β β QQuery 29 β 2218.56 ms β 805.93 ms β +2.75x faster β β QQuery 30 β 2431.80 ms β 1020.51 ms β +2.38x faster β β QQuery 31 β 2436.24 ms β 974.31 ms β +2.50x faster β β QQuery 32 β 2641.23 ms β 1347.14 ms β +1.96x faster β β QQuery 33 β 3603.84 ms β 2350.35 ms β +1.53x faster β β QQuery 34 β 3604.55 ms β 2389.40 ms β +1.51x faster β β QQuery 35 β 2350.20 ms β 1025.86 ms β +2.29x faster β β QQuery 36 β 140.82 ms β 135.74 ms β no change β β QQuery 37 β 136.49 ms β 116.74 ms β +1.17x faster β β QQuery 38 β 131.31 ms β 142.45 ms β 1.08x slower β β QQuery 39 β 200.56 ms β 198.38 ms β no change β β QQuery 40 β 115.94 ms β 83.30 ms β +1.39x faster β β QQuery 41 β 115.92 ms β 115.30 ms β no change β β QQuery 42 β 115.80 ms β 116.09 ms β no change β βββββββββββββ΄βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 87014.91ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 44393.03ms β β Average Time (HEAD) β 2023.60ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 1032.40ms β β Queries Faster β 36 β β Queries Slower β 1 β β Queries with No Change β 6 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and claude_datafusion-rowgroup-buffering-ec9abc -------------------- Benchmark clickbench_partitioned.json -------------------- βββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β claude_datafusion-rowgroup-buffering-ec9abc β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 0 β 1.28 / 4.20 Β±5.70 / 15.61 ms β 1.27 / 4.20 Β±5.74 / 15.68 ms β no change β β QQuery 1 β 1880.34 / 1942.60 Β±37.32 / 1985.96 ms β 728.51 / 746.68 Β±18.76 / 778.50 ms β +2.60x faster β β QQuery 2 β 2173.63 / 2215.22 Β±34.91 / 2265.34 ms β 784.48 / 802.94 Β±12.40 / 821.43 ms β +2.76x faster β β QQuery 3 β 2141.49 / 2213.05 Β±55.05 / 2294.48 ms β 780.68 / 811.30 Β±18.15 / 832.85 ms β +2.73x faster β β QQuery 4 β 2297.65 / 2335.26 Β±32.60 / 2384.62 ms β 901.59 / 934.62 Β±20.93 / 960.81 ms β +2.50x faster β β QQuery 5 β 2374.89 / 2404.61 Β±22.74 / 2442.54 ms β 968.32 / 1028.81 Β±33.57 / 1062.31 ms β +2.34x faster β β QQuery 6 β 1.29 / 1.47 Β±0.24 / 1.94 ms β 1.30 / 2.19 Β±1.36 / 4.88 ms β 1.49x slower β β QQuery 7 β 1946.05 / 1983.60 Β±26.99 / 2026.73 ms β 730.99 / 766.04 Β±19.11 / 782.48 ms β +2.59x faster β β QQuery 8 β 2406.93 / 2465.00 Β±41.57 / 2505.27 ms β 1041.46 / 1069.05 Β±28.99 / 1119.79 ms β +2.31x faster β β QQuery 9 β 2684.63 / 2718.14 Β±38.07 / 2790.72 ms β 1248.51 / 1289.10 Β±33.28 / 1328.91 ms β +2.11x faster β β QQuery 10 β 2194.25 / 2274.97 Β±60.25 / 2370.81 ms β 798.79 / 847.35 Β±25.59 / 873.36 ms β +2.68x faster β β QQuery 11 β 2224.54 / 2296.52 Β±50.71 / 2360.76 ms β 820.34 / 846.09 Β±20.18 / 879.80 ms β +2.71x faster β β QQuery 12 β 2354.37 / 2430.55 Β±66.55 / 2550.42 ms β 988.22 / 1023.18 Β±22.08 / 1051.61 ms β +2.38x faster β β QQuery 13 β 2466.58 / 2522.34 Β±51.48 / 2611.22 ms β 1040.51 / 1075.56 Β±24.67 / 1112.03 ms β +2.35x faster β β QQuery 14 β 2312.19 / 2373.65 Β±38.61 / 2415.75 ms β 969.77 / 1032.22 Β±34.00 / 1065.87 ms β +2.30x faster β β QQuery 15 β 2367.82 / 2420.99 Β±53.44 / 2519.34 ms β 966.96 / 999.69 Β±23.69 / 1025.62 ms β +2.42x faster β β QQuery 16 β 2686.68 / 2737.71 Β±43.11 / 2798.98 ms β 1313.00 / 1323.59 Β±8.55 / 1333.44 ms β +2.07x faster β β QQuery 17 β 2667.04 / 2713.60 Β±26.72 / 2743.76 ms β 1342.75 / 1349.99 Β±5.14 / 1356.80 ms β +2.01x faster β β QQuery 18 β 3200.60 / 3232.26 Β±25.77 / 3260.22 ms β 1914.82 / 1965.77 Β±30.36 / 2008.05 ms β +1.64x faster β β QQuery 19 β 1788.50 / 1829.63 Β±46.47 / 1918.06 ms β 735.31 / 787.75 Β±64.83 / 914.83 ms β +2.32x faster β β QQuery 20 β 2636.64 / 2702.03 Β±54.77 / 2771.25 ms β 1263.74 / 1302.41 Β±32.31 / 1342.87 ms β +2.07x faster β β QQuery 21 β 2686.83 / 2784.50 Β±55.65 / 2846.53 ms β 1318.24 / 1348.30 Β±28.84 / 1385.67 ms β +2.07x faster β β QQuery 22 β 3157.03 / 3267.52 Β±77.99 / 3366.81 ms β 1791.89 / 1854.72 Β±52.25 / 1937.23 ms β +1.76x faster β β QQuery 23 β 5221.30 / 5293.80 Β±55.86 / 5361.06 ms β 4757.93 / 4884.55 Β±112.83 / 5046.27 ms β +1.08x faster β β QQuery 24 β 473.77 / 563.96 Β±95.04 / 738.55 ms β 308.04 / 466.25 Β±233.63 / 930.64 ms β +1.21x faster β β QQuery 25 β 2279.89 / 2319.31 Β±38.40 / 2385.66 ms β 844.35 / 868.69 Β±17.95 / 899.12 ms β +2.67x faster β β QQuery 26 β 491.50 / 539.24 Β±47.79 / 611.63 ms β 317.89 / 350.87 Β±25.82 / 394.54 ms β +1.54x faster β β QQuery 27 β 2647.89 / 2733.45 Β±58.56 / 2818.30 ms β 1289.62 / 1334.59 Β±43.32 / 1415.92 ms β +2.05x faster β β QQuery 28 β 5006.06 / 5122.14 Β±77.36 / 5208.91 ms β 3602.25 / 3714.68 Β±87.67 / 3839.41 ms β +1.38x faster β β QQuery 29 β 2218.56 / 2278.78 Β±50.68 / 2358.60 ms β 805.93 / 816.89 Β±9.08 / 827.80 ms β +2.79x faster β β QQuery 30 β 2431.80 / 2483.15 Β±27.82 / 2510.17 ms β 1020.51 / 1073.83 Β±34.86 / 1123.61 ms β +2.31x faster β β QQuery 31 β 2436.24 / 2459.04 Β±25.28 / 2497.96 ms β 974.31 / 1004.24 Β±24.68 / 1032.46 ms β +2.45x faster β β QQuery 32 β 2641.23 / 2690.12 Β±58.35 / 2800.81 ms β 1347.14 / 1521.16 Β±147.73 / 1794.53 ms β +1.77x faster β β QQuery 33 β 3603.84 / 3701.44 Β±50.35 / 3741.15 ms β 2350.35 / 2386.05 Β±19.76 / 2405.50 ms β +1.55x faster β β QQuery 34 β 3604.55 / 3722.07 Β±122.50 / 3894.49 ms β 2389.40 / 2461.24 Β±64.24 / 2579.15 ms β +1.51x faster β β QQuery 35 β 2350.20 / 2457.38 Β±60.46 / 2524.79 ms β 1025.86 / 1062.12 Β±35.59 / 1128.14 ms β +2.31x faster β β QQuery 36 β 140.82 / 287.52 Β±91.45 / 395.59 ms β 135.74 / 187.89 Β±60.37 / 276.97 ms β +1.53x faster β β QQuery 37 β 136.49 / 247.64 Β±75.28 / 349.40 ms β 116.74 / 163.39 Β±46.76 / 235.38 ms β +1.52x faster β β QQuery 38 β 131.31 / 273.48 Β±89.01 / 388.36 ms β 142.45 / 172.13 Β±29.99 / 225.97 ms β +1.59x faster β β QQuery 39 β 200.56 / 340.80 Β±94.52 / 455.53 ms β 198.38 / 269.48 Β±42.34 / 320.29 ms β +1.26x faster β β QQuery 40 β 115.94 / 237.65 Β±80.72 / 356.47 ms β 83.30 / 144.44 Β±47.54 / 217.11 ms β +1.65x faster β β QQuery 41 β 115.92 / 241.53 Β±81.24 / 345.87 ms β 115.30 / 159.50 Β±40.12 / 216.46 ms β +1.51x faster β β QQuery 42 β 115.80 / 241.90 Β±81.65 / 344.97 ms β 116.09 / 143.96 Β±31.83 / 195.98 ms β +1.68x faster β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 90103.85ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 46397.49ms β β Average Time (HEAD) β 2095.44ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 1079.01ms β β Queries Faster β 41 β β Queries Slower β 1 β β Queries with No Change β 1 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **clickbench_partitioned β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 455.1s | | Peak memory | 16.2 GiB | | Avg memory | 2.5 GiB | | CPU user | 1016.6s | | CPU sys | 148.5s | | Peak spill | 0 B | **clickbench_partitioned β branch** | Metric | Value | |--------|-------| | Wall time | 235.1s | | Peak memory | 17.2 GiB | | Avg memory | 3.6 GiB | | CPU user | 1023.1s | | CPU sys | 132.0s | | 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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