adriangbot commented on PR #24086: URL: https://github.com/apache/datafusion/pull/24086#issuecomment-5841335335
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24086#issuecomment-5841165191) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing claude/datafusion-rowgroup-buffering-ec9abc (32fdd03699399bf81e8b91f882ae05d7a32f3c5b) to e8e41ae (merge-base) [diff](https://github.com/apache/datafusion/compare/e8e41ae958a5e6856ab9b0e7d8fb5deece0a9e91..32fdd03699399bf81e8b91f882ae05d7a32f3c5b) <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 1.27 ms β 1.25 ms β no change β β QQuery 1 β 1863.12 ms β 727.74 ms β +2.56x faster β β QQuery 2 β 2145.10 ms β 784.16 ms β +2.74x faster β β QQuery 3 β 2157.39 ms β 778.84 ms β +2.77x faster β β QQuery 4 β 2308.91 ms β 891.79 ms β +2.59x faster β β QQuery 5 β 2374.90 ms β 952.77 ms β +2.49x faster β β QQuery 6 β 1.30 ms β 1.29 ms β no change β β QQuery 7 β 1986.13 ms β 730.83 ms β +2.72x faster β β QQuery 8 β 2435.20 ms β 1006.57 ms β +2.42x faster β β QQuery 9 β 2580.54 ms β 1204.02 ms β +2.14x faster β β QQuery 10 β 2207.96 ms β 798.18 ms β +2.77x faster β β QQuery 11 β 2178.49 ms β 823.77 ms β +2.64x faster β β QQuery 12 β 2339.53 ms β 969.00 ms β +2.41x faster β β QQuery 13 β 2440.10 ms β 1030.06 ms β +2.37x faster β β QQuery 14 β 2320.44 ms β 946.63 ms β +2.45x faster β β QQuery 15 β 2439.37 ms β 971.32 ms β +2.51x faster β β QQuery 16 β 2652.61 ms β 1286.44 ms β +2.06x faster β β QQuery 17 β 2659.98 ms β 1302.52 ms β +2.04x faster β β QQuery 18 β 3133.59 ms β 1871.08 ms β +1.67x faster β β QQuery 19 β 1756.56 ms β 737.00 ms β +2.38x faster β β QQuery 20 β 2623.95 ms β 1242.10 ms β +2.11x faster β β QQuery 21 β 2639.44 ms β 1323.24 ms β +1.99x faster β β QQuery 22 β 3175.69 ms β 1784.92 ms β +1.78x faster β β QQuery 23 β 5039.79 ms β 4583.08 ms β +1.10x faster β β QQuery 24 β 470.75 ms β 304.71 ms β +1.54x faster β β QQuery 25 β 2285.34 ms β 849.19 ms β +2.69x faster β β QQuery 26 β 472.04 ms β 320.36 ms β +1.47x faster β β QQuery 27 β 2594.25 ms β 1276.44 ms β +2.03x faster β β QQuery 28 β 4884.61 ms β 3526.05 ms β +1.39x faster β β QQuery 29 β 2172.39 ms β 795.63 ms β +2.73x faster β β QQuery 30 β 2391.86 ms β 1005.75 ms β +2.38x faster β β QQuery 31 β 2338.44 ms β 963.11 ms β +2.43x faster β β QQuery 32 β 2658.61 ms β 1395.52 ms β +1.91x faster β β QQuery 33 β 3511.59 ms β 2230.61 ms β +1.57x faster β β QQuery 34 β 3539.40 ms β 2243.39 ms β +1.58x faster β β QQuery 35 β 2429.21 ms β 1004.07 ms β +2.42x faster β β QQuery 36 β 175.50 ms β 129.88 ms β +1.35x faster β β QQuery 37 β 139.06 ms β 116.64 ms β +1.19x faster β β QQuery 38 β 146.58 ms β 141.78 ms β no change β β QQuery 39 β 230.27 ms β 190.60 ms β +1.21x faster β β QQuery 40 β 116.42 ms β 88.15 ms β +1.32x faster β β QQuery 41 β 116.31 ms β 116.52 ms β no change β β QQuery 42 β 114.75 ms β 115.34 ms β no change β βββββββββββββ΄βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 86248.76ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 43562.33ms β β Average Time (HEAD) β 2005.79ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 1013.08ms β β Queries Faster β 38 β β Queries Slower β 0 β β Queries with No Change β 5 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 1.27 / 4.06 Β±5.51 / 15.09 ms β 1.25 / 4.07 Β±5.56 / 15.18 ms β no change β β QQuery 1 β 1863.12 / 1918.50 Β±32.38 / 1949.79 ms β 727.74 / 746.25 Β±18.89 / 777.31 ms β +2.57x faster β β QQuery 2 β 2145.10 / 2205.31 Β±32.33 / 2234.35 ms β 784.16 / 802.15 Β±12.60 / 821.04 ms β +2.75x faster β β QQuery 3 β 2157.39 / 2203.95 Β±37.89 / 2257.99 ms β 778.84 / 811.38 Β±18.93 / 833.51 ms β +2.72x faster β β QQuery 4 β 2308.91 / 2355.23 Β±57.77 / 2466.34 ms β 891.79 / 930.97 Β±21.15 / 947.87 ms β +2.53x faster β β QQuery 5 β 2374.90 / 2416.04 Β±48.19 / 2505.49 ms β 952.77 / 1019.81 Β±41.63 / 1071.98 ms β +2.37x faster β β QQuery 6 β 1.30 / 1.45 Β±0.24 / 1.94 ms β 1.29 / 2.77 Β±2.58 / 7.91 ms β 1.91x slower β β QQuery 7 β 1986.13 / 2020.45 Β±37.74 / 2085.16 ms β 730.83 / 765.22 Β±19.26 / 781.34 ms β +2.64x faster β β QQuery 8 β 2435.20 / 2481.59 Β±38.52 / 2545.49 ms β 1006.57 / 1058.07 Β±30.04 / 1099.60 ms β +2.35x faster β β QQuery 9 β 2580.54 / 2662.67 Β±56.44 / 2751.23 ms β 1204.02 / 1232.22 Β±27.67 / 1275.80 ms β +2.16x faster β β QQuery 10 β 2207.96 / 2253.80 Β±46.67 / 2321.16 ms β 798.18 / 846.64 Β±25.00 / 864.48 ms β +2.66x faster β β QQuery 11 β 2178.49 / 2272.74 Β±74.67 / 2397.48 ms β 823.77 / 840.13 Β±14.56 / 863.27 ms β +2.71x faster β β QQuery 12 β 2339.53 / 2378.16 Β±31.16 / 2434.25 ms β 969.00 / 995.19 Β±19.00 / 1020.24 ms β +2.39x faster β β QQuery 13 β 2440.10 / 2510.09 Β±51.36 / 2599.64 ms β 1030.06 / 1072.61 Β±29.97 / 1113.75 ms β +2.34x faster β β QQuery 14 β 2320.44 / 2407.94 Β±76.94 / 2549.62 ms β 946.63 / 1015.89 Β±36.21 / 1049.93 ms β +2.37x faster β β QQuery 15 β 2439.37 / 2478.31 Β±27.88 / 2516.94 ms β 971.32 / 994.30 Β±22.24 / 1032.00 ms β +2.49x faster β β QQuery 16 β 2652.61 / 2697.06 Β±54.04 / 2781.69 ms β 1286.44 / 1306.67 Β±10.73 / 1318.49 ms β +2.06x faster β β QQuery 17 β 2659.98 / 2699.56 Β±34.44 / 2755.10 ms β 1302.52 / 1312.46 Β±11.43 / 1333.70 ms β +2.06x faster β β QQuery 18 β 3133.59 / 3170.87 Β±27.64 / 3215.79 ms β 1871.08 / 1909.96 Β±31.76 / 1942.78 ms β +1.66x faster β β QQuery 19 β 1756.56 / 1814.77 Β±40.62 / 1862.17 ms β 737.00 / 773.50 Β±34.42 / 835.85 ms β +2.35x faster β β QQuery 20 β 2623.95 / 2705.04 Β±43.61 / 2752.29 ms β 1242.10 / 1295.76 Β±37.27 / 1329.98 ms β +2.09x faster β β QQuery 21 β 2639.44 / 2709.05 Β±58.58 / 2808.40 ms β 1323.24 / 1347.69 Β±25.73 / 1388.86 ms β +2.01x faster β β QQuery 22 β 3175.69 / 3262.24 Β±64.62 / 3371.58 ms β 1784.92 / 1870.27 Β±62.64 / 1977.45 ms β +1.74x faster β β QQuery 23 β 5039.79 / 5379.90 Β±304.84 / 5863.11 ms β 4583.08 / 4862.18 Β±184.10 / 5155.82 ms β +1.11x faster β β QQuery 24 β 470.75 / 519.00 Β±39.31 / 581.28 ms β 304.71 / 338.82 Β±27.64 / 371.39 ms β +1.53x faster β β QQuery 25 β 2285.34 / 2353.65 Β±41.51 / 2410.20 ms β 849.19 / 871.94 Β±13.46 / 887.65 ms β +2.70x faster β β QQuery 26 β 472.04 / 514.06 Β±45.04 / 600.60 ms β 320.36 / 351.08 Β±22.83 / 387.09 ms β +1.46x faster β β QQuery 27 β 2594.25 / 2688.33 Β±75.16 / 2777.79 ms β 1276.44 / 1325.91 Β±33.41 / 1367.21 ms β +2.03x faster β β QQuery 28 β 4884.61 / 5072.52 Β±117.92 / 5256.95 ms β 3526.05 / 3646.62 Β±91.39 / 3753.42 ms β +1.39x faster β β QQuery 29 β 2172.39 / 2247.48 Β±55.77 / 2345.84 ms β 795.63 / 813.04 Β±11.42 / 827.14 ms β +2.76x faster β β QQuery 30 β 2391.86 / 2522.84 Β±94.11 / 2650.96 ms β 1005.75 / 1058.19 Β±34.53 / 1102.16 ms β +2.38x faster β β QQuery 31 β 2338.44 / 2430.30 Β±94.51 / 2557.34 ms β 963.11 / 997.03 Β±26.16 / 1039.44 ms β +2.44x faster β β QQuery 32 β 2658.61 / 2764.17 Β±66.41 / 2854.99 ms β 1395.52 / 1441.33 Β±37.98 / 1505.57 ms β +1.92x faster β β QQuery 33 β 3511.59 / 3599.06 Β±71.06 / 3681.49 ms β 2230.61 / 2383.34 Β±152.77 / 2589.98 ms β +1.51x faster β β QQuery 34 β 3539.40 / 3596.61 Β±31.47 / 3629.00 ms β 2243.39 / 2298.10 Β±35.32 / 2333.85 ms β +1.57x faster β β QQuery 35 β 2429.21 / 2519.83 Β±83.40 / 2671.53 ms β 1004.07 / 1017.32 Β±10.72 / 1031.50 ms β +2.48x faster β β QQuery 36 β 175.50 / 209.90 Β±35.76 / 276.57 ms β 129.88 / 185.11 Β±58.67 / 272.80 ms β +1.13x faster β β QQuery 37 β 139.06 / 188.97 Β±40.86 / 246.32 ms β 116.64 / 171.15 Β±45.96 / 234.57 ms β +1.10x faster β β QQuery 38 β 146.58 / 186.27 Β±38.63 / 247.31 ms β 141.78 / 171.62 Β±33.22 / 229.72 ms β +1.09x faster β β QQuery 39 β 230.27 / 272.72 Β±42.65 / 352.44 ms β 190.60 / 266.70 Β±42.86 / 313.12 ms β no change β β QQuery 40 β 116.42 / 175.33 Β±34.22 / 215.29 ms β 88.15 / 138.44 Β±47.55 / 216.47 ms β +1.27x faster β β QQuery 41 β 116.31 / 168.10 Β±35.46 / 215.63 ms β 116.52 / 158.33 Β±40.10 / 217.82 ms β +1.06x faster β β QQuery 42 β 114.75 / 167.57 Β±36.89 / 220.18 ms β 115.34 / 142.00 Β±31.00 / 192.54 ms β +1.18x faster β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 89205.49ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 45592.22ms β β Average Time (HEAD) β 2074.55ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 1060.28ms β β Queries Faster β 40 β β Queries Slower β 1 β β Queries with No Change β 2 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 | 2.4 GiB | | CPU user | 982.6s | | CPU sys | 144.0s | | Peak spill | 0 B | **clickbench_partitioned β branch** | Metric | Value | |--------|-------| | Wall time | 230.1s | | Peak memory | 16.5 GiB | | Avg memory | 3.5 GiB | | CPU user | 984.3s | | CPU sys | 124.9s | | 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. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected] --------------------------------------------------------------------- To unsubscribe, e-mail: [email protected] For additional commands, e-mail: [email protected]
