adriangbot commented on PR #24086: URL: https://github.com/apache/datafusion/pull/24086#issuecomment-5805157506
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24086#issuecomment-5804903498) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing claude/datafusion-rowgroup-buffering-ec9abc (16c5ba361926e9f6f93860b5254e1cc0c2d6da12) to 95bb0a0 (merge-base) [diff](https://github.com/apache/datafusion/compare/95bb0a0dfa48ca20d017faa55b2fc96ee2f300fe..16c5ba361926e9f6f93860b5254e1cc0c2d6da12) <details><summary>Run configuration</summary> ```yaml run benchmark clickbench_partitioned env: DF_FETCH_BUDGET: "104857600" DF_FETCH_POLICY: "streaming" 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_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 1.23 ms β 1.22 ms β no change β β QQuery 1 β 1889.35 ms β 727.32 ms β +2.60x faster β β QQuery 2 β 2184.19 ms β 781.05 ms β +2.80x faster β β QQuery 3 β 2134.96 ms β 780.73 ms β +2.73x faster β β QQuery 4 β 2330.10 ms β 885.21 ms β +2.63x faster β β QQuery 5 β 2368.97 ms β 944.58 ms β +2.51x faster β β QQuery 6 β 1.29 ms β 1.28 ms β no change β β QQuery 7 β 1970.24 ms β 730.76 ms β +2.70x faster β β QQuery 8 β 2450.58 ms β 1031.41 ms β +2.38x faster β β QQuery 9 β 2675.95 ms β 1178.45 ms β +2.27x faster β β QQuery 10 β 2215.06 ms β 800.65 ms β +2.77x faster β β QQuery 11 β 2176.66 ms β 824.55 ms β +2.64x faster β β QQuery 12 β 2358.91 ms β 972.31 ms β +2.43x faster β β QQuery 13 β 2412.47 ms β 1030.22 ms β +2.34x faster β β QQuery 14 β 2402.52 ms β 947.31 ms β +2.54x faster β β QQuery 15 β 2388.40 ms β 942.27 ms β +2.53x faster β β QQuery 16 β 2616.42 ms β 1284.61 ms β +2.04x faster β β QQuery 17 β 2643.10 ms β 1313.55 ms β +2.01x faster β β QQuery 18 β 3176.73 ms β 1861.58 ms β +1.71x faster β β QQuery 19 β 1724.07 ms β 734.45 ms β +2.35x faster β β QQuery 20 β 2668.84 ms β 1260.54 ms β +2.12x faster β β QQuery 21 β 2682.93 ms β 1317.12 ms β +2.04x faster β β QQuery 22 β 3121.55 ms β 1818.52 ms β +1.72x faster β β QQuery 23 β 5108.71 ms β 4980.86 ms β no change β β QQuery 24 β 473.62 ms β 329.88 ms β +1.44x faster β β QQuery 25 β 2239.10 ms β 839.64 ms β +2.67x faster β β QQuery 26 β 464.28 ms β 318.17 ms β +1.46x faster β β QQuery 27 β 2619.24 ms β 1244.79 ms β +2.10x faster β β QQuery 28 β 4907.80 ms β 3549.48 ms β +1.38x faster β β QQuery 29 β 2158.93 ms β 805.00 ms β +2.68x faster β β QQuery 30 β 2421.70 ms β 997.62 ms β +2.43x faster β β QQuery 31 β 2370.47 ms β 966.49 ms β +2.45x faster β β QQuery 32 β 2589.96 ms β 1434.82 ms β +1.81x faster β β QQuery 33 β 3506.61 ms β 2238.01 ms β +1.57x faster β β QQuery 34 β 3502.65 ms β 2262.56 ms β +1.55x faster β β QQuery 35 β 2431.66 ms β 1007.04 ms β +2.41x faster β β QQuery 36 β 135.69 ms β 150.41 ms β 1.11x slower β β QQuery 37 β 138.88 ms β 126.90 ms β +1.09x faster β β QQuery 38 β 129.68 ms β 144.63 ms β 1.12x slower β β QQuery 39 β 194.29 ms β 184.47 ms β +1.05x faster β β QQuery 40 β 115.77 ms β 83.87 ms β +1.38x faster β β QQuery 41 β 114.01 ms β 122.29 ms β 1.07x slower β β QQuery 42 β 114.56 ms β 115.42 ms β no change β βββββββββββββ΄βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 86332.11ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 44072.05ms β β Average Time (HEAD) β 2007.72ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 1024.93ms β β Queries Faster β 36 β β Queries Slower β 3 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 1.23 / 4.05 Β±5.55 / 15.15 ms β 1.22 / 4.06 Β±5.58 / 15.22 ms β no change β β QQuery 1 β 1889.35 / 1905.40 Β±17.83 / 1939.66 ms β 727.32 / 745.97 Β±19.31 / 777.45 ms β +2.55x faster β β QQuery 2 β 2184.19 / 2219.07 Β±25.62 / 2256.82 ms β 781.05 / 801.24 Β±13.14 / 820.62 ms β +2.77x faster β β QQuery 3 β 2134.96 / 2205.23 Β±53.72 / 2289.66 ms β 780.73 / 812.19 Β±18.10 / 833.29 ms β +2.72x faster β β QQuery 4 β 2330.10 / 2350.40 Β±18.37 / 2381.83 ms β 885.21 / 923.92 Β±20.65 / 942.77 ms β +2.54x faster β β QQuery 5 β 2368.97 / 2431.85 Β±48.42 / 2511.30 ms β 944.58 / 1019.40 Β±42.69 / 1062.25 ms β +2.39x faster β β QQuery 6 β 1.29 / 1.45 Β±0.24 / 1.92 ms β 1.28 / 1.44 Β±0.25 / 1.93 ms β no change β β QQuery 7 β 1970.24 / 1988.77 Β±19.76 / 2024.18 ms β 730.76 / 758.89 Β±21.09 / 784.59 ms β +2.62x faster β β QQuery 8 β 2450.58 / 2470.27 Β±12.98 / 2485.22 ms β 1031.41 / 1051.28 Β±14.48 / 1074.17 ms β +2.35x faster β β QQuery 9 β 2675.95 / 2712.38 Β±35.81 / 2764.65 ms β 1178.45 / 1224.84 Β±23.95 / 1244.64 ms β +2.21x faster β β QQuery 10 β 2215.06 / 2276.57 Β±68.17 / 2364.49 ms β 800.65 / 846.46 Β±23.98 / 869.47 ms β +2.69x faster β β QQuery 11 β 2176.66 / 2267.27 Β±51.60 / 2320.27 ms β 824.55 / 841.89 Β±15.37 / 866.37 ms β +2.69x faster β β QQuery 12 β 2358.91 / 2426.77 Β±55.18 / 2517.12 ms β 972.31 / 1006.51 Β±22.51 / 1035.37 ms β +2.41x faster β β QQuery 13 β 2412.47 / 2510.61 Β±60.54 / 2579.81 ms β 1030.22 / 1068.25 Β±28.44 / 1107.97 ms β +2.35x faster β β QQuery 14 β 2402.52 / 2440.31 Β±21.52 / 2460.26 ms β 947.31 / 1012.50 Β±38.10 / 1045.37 ms β +2.41x faster β β QQuery 15 β 2388.40 / 2425.14 Β±31.98 / 2479.59 ms β 942.27 / 980.97 Β±21.50 / 1006.21 ms β +2.47x faster β β QQuery 16 β 2616.42 / 2659.29 Β±26.12 / 2686.94 ms β 1284.61 / 1321.71 Β±23.34 / 1354.58 ms β +2.01x faster β β QQuery 17 β 2643.10 / 2700.79 Β±44.25 / 2758.41 ms β 1313.55 / 1321.42 Β±6.13 / 1332.48 ms β +2.04x faster β β QQuery 18 β 3176.73 / 3191.61 Β±14.35 / 3218.12 ms β 1861.58 / 1890.17 Β±33.84 / 1956.14 ms β +1.69x faster β β QQuery 19 β 1724.07 / 1819.95 Β±56.71 / 1890.04 ms β 734.45 / 768.89 Β±27.99 / 817.16 ms β +2.37x faster β β QQuery 20 β 2668.84 / 2726.96 Β±65.69 / 2812.29 ms β 1260.54 / 1305.50 Β±35.57 / 1349.94 ms β +2.09x faster β β QQuery 21 β 2682.93 / 2708.19 Β±15.92 / 2726.34 ms β 1317.12 / 1344.59 Β±24.35 / 1386.13 ms β +2.01x faster β β QQuery 22 β 3121.55 / 3197.96 Β±42.18 / 3240.49 ms β 1818.52 / 1864.24 Β±43.84 / 1937.80 ms β +1.72x faster β β QQuery 23 β 5108.71 / 5417.85 Β±168.52 / 5586.82 ms β 4980.86 / 5425.82 Β±372.18 / 5970.30 ms β no change β β QQuery 24 β 473.62 / 545.01 Β±79.29 / 644.26 ms β 329.88 / 439.81 Β±116.15 / 614.47 ms β +1.24x faster β β QQuery 25 β 2239.10 / 2316.12 Β±67.74 / 2406.72 ms β 839.64 / 867.99 Β±18.50 / 896.97 ms β +2.67x faster β β QQuery 26 β 464.28 / 523.47 Β±67.23 / 639.63 ms β 318.17 / 351.20 Β±27.34 / 386.02 ms β +1.49x faster β β QQuery 27 β 2619.24 / 2692.72 Β±69.93 / 2781.69 ms β 1244.79 / 1307.95 Β±33.55 / 1341.85 ms β +2.06x faster β β QQuery 28 β 4907.80 / 4970.53 Β±63.26 / 5089.62 ms β 3549.48 / 3649.71 Β±66.68 / 3727.78 ms β +1.36x faster β β QQuery 29 β 2158.93 / 2210.79 Β±42.91 / 2287.50 ms β 805.00 / 824.45 Β±12.28 / 839.80 ms β +2.68x faster β β QQuery 30 β 2421.70 / 2471.46 Β±27.68 / 2505.87 ms β 997.62 / 1065.71 Β±43.33 / 1130.72 ms β +2.32x faster β β QQuery 31 β 2370.47 / 2418.95 Β±49.72 / 2510.35 ms β 966.49 / 1007.99 Β±26.31 / 1044.60 ms β +2.40x faster β β QQuery 32 β 2589.96 / 2688.55 Β±82.85 / 2798.99 ms β 1434.82 / 1491.07 Β±70.04 / 1622.87 ms β +1.80x faster β β QQuery 33 β 3506.61 / 3569.55 Β±74.13 / 3711.71 ms β 2238.01 / 2310.79 Β±77.43 / 2428.63 ms β +1.54x faster β β QQuery 34 β 3502.65 / 3595.06 Β±70.97 / 3700.52 ms β 2262.56 / 2300.16 Β±27.51 / 2339.62 ms β +1.56x faster β β QQuery 35 β 2431.66 / 2488.44 Β±41.38 / 2546.61 ms β 1007.04 / 1042.14 Β±30.26 / 1085.59 ms β +2.39x faster β β QQuery 36 β 135.69 / 219.93 Β±47.89 / 281.91 ms β 150.41 / 195.96 Β±40.64 / 265.95 ms β +1.12x faster β β QQuery 37 β 138.88 / 194.61 Β±39.15 / 251.04 ms β 126.90 / 185.92 Β±42.98 / 237.91 ms β no change β β QQuery 38 β 129.68 / 192.66 Β±36.94 / 229.84 ms β 144.63 / 183.20 Β±37.76 / 247.10 ms β no change β β QQuery 39 β 194.29 / 284.67 Β±49.77 / 340.29 ms β 184.47 / 243.79 Β±78.83 / 385.21 ms β +1.17x faster β β QQuery 40 β 115.77 / 170.54 Β±37.68 / 221.81 ms β 83.87 / 137.87 Β±42.55 / 204.31 ms β +1.24x faster β β QQuery 41 β 114.01 / 168.44 Β±36.28 / 216.92 ms β 122.29 / 172.05 Β±31.57 / 213.87 ms β no change β β QQuery 42 β 114.56 / 168.00 Β±35.81 / 214.11 ms β 115.42 / 151.59 Β±36.54 / 214.01 ms β +1.11x faster β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 88947.65ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 46271.51ms β β Average Time (HEAD) β 2068.55ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 1076.08ms β β Queries Faster β 37 β β Queries Slower β 0 β β Queries with No Change β 6 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 | 17.0 GiB | | Avg memory | 2.4 GiB | | CPU user | 986.5s | | CPU sys | 145.2s | | Peak spill | 0 B | **clickbench_partitioned β branch** | Metric | Value | |--------|-------| | Wall time | 235.1s | | Peak memory | 17.4 GiB | | Avg memory | 3.6 GiB | | CPU user | 991.9s | | CPU sys | 127.0s | | 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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