adriangbot commented on PR #24086: URL: https://github.com/apache/datafusion/pull/24086#issuecomment-5897480710
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24086#issuecomment-5897087136) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing claude/datafusion-rowgroup-buffering-ec9abc (02429ca57056bfcbff5e0da06c66dfe1aa89ea70) to 953518c (merge-base) [diff](https://github.com/apache/datafusion/compare/953518cb503c329bd871bfb155845ee9430240ff..02429ca57056bfcbff5e0da06c66dfe1aa89ea70) <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 1.24 ms β 1.23 ms β no change β β QQuery 1 β 1788.02 ms β 719.58 ms β +2.48x faster β β QQuery 2 β 2201.73 ms β 696.26 ms β +3.16x faster β β QQuery 3 β 2078.53 ms β 793.87 ms β +2.62x faster β β QQuery 4 β 2191.27 ms β 925.60 ms β +2.37x faster β β QQuery 5 β 2327.95 ms β 944.68 ms β +2.46x faster β β QQuery 6 β 1.30 ms β 1.29 ms β no change β β QQuery 7 β 1805.68 ms β 652.78 ms β +2.77x faster β β QQuery 8 β 2321.44 ms β 1006.78 ms β +2.31x faster β β QQuery 9 β 2637.19 ms β 1207.11 ms β +2.18x faster β β QQuery 10 β 2302.19 ms β 753.06 ms β +3.06x faster β β QQuery 11 β 2098.87 ms β 760.45 ms β +2.76x faster β β QQuery 12 β 2302.08 ms β 884.48 ms β +2.60x faster β β QQuery 13 β 2346.50 ms β 983.42 ms β +2.39x faster β β QQuery 14 β 2328.10 ms β 924.06 ms β +2.52x faster β β QQuery 15 β 2272.97 ms β 967.62 ms β +2.35x faster β β QQuery 16 β 2641.15 ms β 1304.45 ms β +2.02x faster β β QQuery 17 β 2501.83 ms β 1231.76 ms β +2.03x faster β β QQuery 18 β 3123.23 ms β 1823.97 ms β +1.71x faster β β QQuery 19 β 1628.20 ms β 680.82 ms β +2.39x faster β β QQuery 20 β 2540.79 ms β 1147.82 ms β +2.21x faster β β QQuery 21 β 2483.35 ms β 1268.61 ms β +1.96x faster β β QQuery 22 β 3152.23 ms β 1698.94 ms β +1.86x faster β β QQuery 23 β 4930.69 ms β 4718.62 ms β no change β β QQuery 24 β 469.49 ms β 291.72 ms β +1.61x faster β β QQuery 25 β 2185.44 ms β 880.74 ms β +2.48x faster β β QQuery 26 β 470.83 ms β 304.71 ms β +1.55x faster β β QQuery 27 β 2655.20 ms β 1204.99 ms β +2.20x faster β β QQuery 28 β 5000.39 ms β 3622.91 ms β +1.38x faster β β QQuery 29 β 2126.75 ms β 764.36 ms β +2.78x faster β β QQuery 30 β 2327.82 ms β 926.05 ms β +2.51x faster β β QQuery 31 β 2229.60 ms β 939.81 ms β +2.37x faster β β QQuery 32 β 2761.24 ms β 1390.95 ms β +1.99x faster β β QQuery 33 β 3571.38 ms β 2311.61 ms β +1.54x faster β β QQuery 34 β 3575.04 ms β 2291.03 ms β +1.56x faster β β QQuery 35 β 2283.57 ms β 979.76 ms β +2.33x faster β β QQuery 36 β 129.89 ms β 127.81 ms β no change β β QQuery 37 β 76.74 ms β 69.41 ms β +1.11x faster β β QQuery 38 β 109.88 ms β 75.16 ms β +1.46x faster β β QQuery 39 β 183.16 ms β 215.02 ms β 1.17x slower β β QQuery 40 β 74.30 ms β 49.05 ms β +1.51x faster β β QQuery 41 β 68.70 ms β 46.98 ms β +1.46x faster β β QQuery 42 β 142.40 ms β 51.44 ms β +2.77x faster β βββββββββββββ΄βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 84448.35ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 42640.79ms β β Average Time (HEAD) β 1963.92ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 991.65ms β β Queries Faster β 38 β β Queries Slower β 1 β β Queries with No Change β 4 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 1.24 / 4.14 Β±5.64 / 15.43 ms β 1.23 / 4.10 Β±5.58 / 15.26 ms β no change β β QQuery 1 β 1788.02 / 1907.55 Β±62.29 / 1956.53 ms β 719.58 / 763.46 Β±33.15 / 807.12 ms β +2.50x faster β β QQuery 2 β 2201.73 / 2246.17 Β±29.44 / 2282.36 ms β 696.26 / 776.72 Β±47.23 / 824.53 ms β +2.89x faster β β QQuery 3 β 2078.53 / 2177.38 Β±90.03 / 2340.76 ms β 793.87 / 836.02 Β±31.40 / 890.08 ms β +2.60x faster β β QQuery 4 β 2191.27 / 2303.44 Β±81.42 / 2389.71 ms β 925.60 / 974.55 Β±41.34 / 1050.82 ms β +2.36x faster β β QQuery 5 β 2327.95 / 2512.66 Β±116.65 / 2684.02 ms β 944.68 / 986.73 Β±22.73 / 1006.39 ms β +2.55x faster β β QQuery 6 β 1.30 / 1.46 Β±0.24 / 1.94 ms β 1.29 / 1.47 Β±0.24 / 1.94 ms β no change β β QQuery 7 β 1805.68 / 1919.20 Β±77.79 / 2043.00 ms β 652.78 / 751.62 Β±83.66 / 862.51 ms β +2.55x faster β β QQuery 8 β 2321.44 / 2483.84 Β±117.40 / 2662.07 ms β 1006.78 / 1064.50 Β±35.80 / 1100.31 ms β +2.33x faster β β QQuery 9 β 2637.19 / 2758.31 Β±90.90 / 2916.84 ms β 1207.11 / 1242.50 Β±38.22 / 1313.24 ms β +2.22x faster β β QQuery 10 β 2302.19 / 2396.40 Β±64.56 / 2490.54 ms β 753.06 / 819.20 Β±37.29 / 867.82 ms β +2.93x faster β β QQuery 11 β 2098.87 / 2205.39 Β±62.83 / 2275.79 ms β 760.45 / 803.60 Β±26.83 / 842.70 ms β +2.74x faster β β QQuery 12 β 2302.08 / 2441.25 Β±127.59 / 2627.65 ms β 884.48 / 978.82 Β±79.91 / 1085.80 ms β +2.49x faster β β QQuery 13 β 2346.50 / 2472.02 Β±76.72 / 2574.67 ms β 983.42 / 1122.26 Β±71.77 / 1178.08 ms β +2.20x faster β β QQuery 14 β 2328.10 / 2397.25 Β±39.19 / 2447.97 ms β 924.06 / 990.19 Β±46.04 / 1065.42 ms β +2.42x faster β β QQuery 15 β 2272.97 / 2384.84 Β±79.69 / 2466.32 ms β 967.62 / 1039.60 Β±62.27 / 1129.06 ms β +2.29x faster β β QQuery 16 β 2641.15 / 2736.71 Β±71.50 / 2827.78 ms β 1304.45 / 1341.08 Β±21.12 / 1364.41 ms β +2.04x faster β β QQuery 17 β 2501.83 / 2671.19 Β±133.54 / 2894.10 ms β 1231.76 / 1315.92 Β±63.71 / 1427.27 ms β +2.03x faster β β QQuery 18 β 3123.23 / 3210.10 Β±84.13 / 3317.97 ms β 1823.97 / 1930.16 Β±74.22 / 2054.71 ms β +1.66x faster β β QQuery 19 β 1628.20 / 1812.70 Β±123.44 / 1972.04 ms β 680.82 / 731.01 Β±55.39 / 812.77 ms β +2.48x faster β β QQuery 20 β 2540.79 / 2641.94 Β±57.84 / 2709.99 ms β 1147.82 / 1262.95 Β±62.20 / 1332.77 ms β +2.09x faster β β QQuery 21 β 2483.35 / 2727.93 Β±147.13 / 2944.81 ms β 1268.61 / 1320.41 Β±44.46 / 1373.13 ms β +2.07x faster β β QQuery 22 β 3152.23 / 3311.68 Β±114.31 / 3418.48 ms β 1698.94 / 1894.42 Β±143.44 / 2103.36 ms β +1.75x faster β β QQuery 23 β 4930.69 / 5519.42 Β±298.58 / 5726.27 ms β 4718.62 / 5044.42 Β±267.63 / 5375.18 ms β +1.09x faster β β QQuery 24 β 469.49 / 507.74 Β±32.93 / 562.30 ms β 291.72 / 351.27 Β±47.76 / 414.53 ms β +1.45x faster β β QQuery 25 β 2185.44 / 2298.17 Β±119.79 / 2498.06 ms β 880.74 / 914.26 Β±21.07 / 943.69 ms β +2.51x faster β β QQuery 26 β 470.83 / 506.18 Β±40.88 / 585.79 ms β 304.71 / 355.66 Β±41.49 / 409.14 ms β +1.42x faster β β QQuery 27 β 2655.20 / 2767.89 Β±101.52 / 2940.84 ms β 1204.99 / 1286.96 Β±73.82 / 1405.13 ms β +2.15x faster β β QQuery 28 β 5000.39 / 5133.82 Β±119.06 / 5345.74 ms β 3622.91 / 3725.94 Β±111.71 / 3886.55 ms β +1.38x faster β β QQuery 29 β 2126.75 / 2223.22 Β±64.79 / 2312.56 ms β 764.36 / 784.60 Β±12.89 / 796.55 ms β +2.83x faster β β QQuery 30 β 2327.82 / 2483.57 Β±136.82 / 2645.73 ms β 926.05 / 1063.67 Β±78.18 / 1168.23 ms β +2.33x faster β β QQuery 31 β 2229.60 / 2393.40 Β±92.32 / 2513.04 ms β 939.81 / 977.17 Β±36.02 / 1037.60 ms β +2.45x faster β β QQuery 32 β 2761.24 / 2839.38 Β±95.11 / 3024.39 ms β 1390.95 / 1568.03 Β±125.84 / 1740.09 ms β +1.81x faster β β QQuery 33 β 3571.38 / 3614.23 Β±35.05 / 3654.87 ms β 2311.61 / 2432.01 Β±64.78 / 2495.24 ms β +1.49x faster β β QQuery 34 β 3575.04 / 3628.29 Β±48.28 / 3702.97 ms β 2291.03 / 2356.30 Β±58.18 / 2463.46 ms β +1.54x faster β β QQuery 35 β 2283.57 / 2459.59 Β±139.03 / 2689.07 ms β 979.76 / 1052.35 Β±47.56 / 1121.08 ms β +2.34x faster β β QQuery 36 β 129.89 / 276.86 Β±105.66 / 455.49 ms β 127.81 / 207.51 Β±58.35 / 287.06 ms β +1.33x faster β β QQuery 37 β 76.74 / 154.79 Β±62.70 / 269.21 ms β 69.41 / 163.98 Β±71.67 / 257.64 ms β 1.06x slower β β QQuery 38 β 109.88 / 215.72 Β±60.36 / 284.55 ms β 75.16 / 176.04 Β±59.11 / 249.95 ms β +1.23x faster β β QQuery 39 β 183.16 / 253.19 Β±64.93 / 367.52 ms β 215.02 / 271.14 Β±31.03 / 298.76 ms β 1.07x slower β β QQuery 40 β 74.30 / 189.30 Β±132.77 / 428.91 ms β 49.05 / 190.48 Β±70.92 / 231.68 ms β no change β β QQuery 41 β 68.70 / 164.64 Β±53.78 / 215.76 ms β 46.98 / 163.79 Β±64.14 / 215.44 ms β no change β β QQuery 42 β 142.40 / 202.99 Β±32.28 / 227.51 ms β 51.44 / 119.16 Β±50.23 / 198.02 ms β +1.70x faster β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 89555.91ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 46156.04ms β β Average Time (HEAD) β 2082.70ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 1073.40ms β β Queries Faster β 37 β β Queries Slower β 2 β β Queries with No Change β 4 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 | 450.1s | | Peak memory | 16.4 GiB | | Avg memory | 2.5 GiB | | CPU user | 993.6s | | CPU sys | 148.6s | | Peak spill | 0 B | **clickbench_partitioned β branch** | Metric | Value | |--------|-------| | Wall time | 235.1s | | Peak memory | 17.0 GiB | | Avg memory | 3.5 GiB | | CPU user | 1012.5s | | CPU sys | 133.0s | | 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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