adriangbot commented on PR #24086: URL: https://github.com/apache/datafusion/pull/24086#issuecomment-5852629972
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24086#issuecomment-5852458045) **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: DATAFUSION_EXECUTION_PARQUET_PUSHDOWN_FILTERS: "true" 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 1.26 ms β no change β β QQuery 1 β 1883.82 ms β 730.49 ms β +2.58x faster β β QQuery 2 β 2181.30 ms β 781.54 ms β +2.79x faster β β QQuery 3 β 2140.31 ms β 779.96 ms β +2.74x faster β β QQuery 4 β 2328.98 ms β 917.10 ms β +2.54x faster β β QQuery 5 β 2393.22 ms β 962.09 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 1962.04 ms β 733.72 ms β +2.67x faster β β QQuery 8 β 2437.49 ms β 1029.67 ms β +2.37x faster β β QQuery 9 β 2661.04 ms β 1207.75 ms β +2.20x faster β β QQuery 10 β 4293.35 ms β 815.88 ms β +5.26x faster β β QQuery 11 β 4400.04 ms β 848.59 ms β +5.19x faster β β QQuery 12 β 2369.26 ms β 1027.87 ms β +2.31x faster β β QQuery 13 β 4592.15 ms β 1082.83 ms β +4.24x faster β β QQuery 14 β 4503.51 ms β 1012.76 ms β +4.45x faster β β QQuery 15 β 2416.95 ms β 964.45 ms β +2.51x faster β β QQuery 16 β 2659.22 ms β 1295.96 ms β +2.05x faster β β QQuery 17 β 2656.56 ms β 1292.88 ms β +2.05x faster β β QQuery 18 β 3138.67 ms β 1851.16 ms β +1.70x faster β β QQuery 19 β 1737.51 ms β 734.97 ms β +2.36x faster β β QQuery 20 β 2607.90 ms β 1236.27 ms β +2.11x faster β β QQuery 21 β 4993.90 ms β 1373.88 ms β +3.63x faster β β QQuery 22 β 8324.19 ms β 1621.21 ms β +5.13x faster β β QQuery 23 β 1182.67 ms β 552.47 ms β +2.14x faster β β QQuery 24 β 790.68 ms β 274.15 ms β +2.88x faster β β QQuery 25 β 2239.55 ms β 875.40 ms β +2.56x faster β β QQuery 26 β 789.77 ms β 273.62 ms β +2.89x faster β β QQuery 27 β 4182.79 ms β 1238.39 ms β +3.38x faster β β QQuery 28 β 4975.94 ms β 3586.27 ms β +1.39x faster β β QQuery 29 β 2164.31 ms β 815.37 ms β +2.65x faster β β QQuery 30 β 4510.25 ms β 1033.37 ms β +4.36x faster β β QQuery 31 β 4449.97 ms β 1023.72 ms β +4.35x faster β β QQuery 32 β 2516.87 ms β 1194.00 ms β +2.11x faster β β QQuery 33 β 3422.07 ms β 2151.73 ms β +1.59x faster β β QQuery 34 β 3452.65 ms β 2187.33 ms β +1.58x faster β β QQuery 35 β 2360.09 ms β 1011.03 ms β +2.33x faster β β QQuery 36 β 686.78 ms β 138.45 ms β +4.96x faster β β QQuery 37 β 647.89 ms β 141.03 ms β +4.59x faster β β QQuery 38 β 714.73 ms β 120.25 ms β +5.94x faster β β QQuery 39 β 555.81 ms β 174.38 ms β +3.19x faster β β QQuery 40 β 763.19 ms β 118.13 ms β +6.46x faster β β QQuery 41 β 932.77 ms β 122.16 ms β +7.64x faster β β QQuery 42 β 650.48 ms β 112.30 ms β +5.79x faster β βββββββββββββ΄βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 108673.21ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 39447.12ms β β Average Time (HEAD) β 2527.28ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 917.37ms β β Queries Faster β 41 β β Queries Slower β 0 β β Queries with No Change β 2 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββ 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 / 4.10 Β±5.60 / 15.29 ms β 1.26 / 4.15 Β±5.64 / 15.44 ms β no change β β QQuery 1 β 1883.82 / 1915.92 Β±38.24 / 1988.65 ms β 730.49 / 748.68 Β±19.18 / 781.46 ms β +2.56x faster β β QQuery 2 β 2181.30 / 2231.45 Β±41.93 / 2300.58 ms β 781.54 / 802.02 Β±13.81 / 823.01 ms β +2.78x faster β β QQuery 3 β 2140.31 / 2221.72 Β±50.90 / 2276.52 ms β 779.96 / 812.02 Β±18.28 / 832.57 ms β +2.74x faster β β QQuery 4 β 2328.98 / 2371.96 Β±40.56 / 2449.30 ms β 917.10 / 938.85 Β±12.89 / 957.12 ms β +2.53x faster β β QQuery 5 β 2393.22 / 2444.98 Β±36.37 / 2495.93 ms β 962.09 / 1021.98 Β±31.71 / 1050.67 ms β +2.39x faster β β QQuery 6 β 1.30 / 1.49 Β±0.28 / 2.04 ms β 1.29 / 1.45 Β±0.24 / 1.93 ms β no change β β QQuery 7 β 1962.04 / 2006.09 Β±42.55 / 2080.68 ms β 733.72 / 764.80 Β±20.53 / 788.01 ms β +2.62x faster β β QQuery 8 β 2437.49 / 2513.12 Β±58.91 / 2582.56 ms β 1029.67 / 1058.14 Β±14.92 / 1071.75 ms β +2.38x faster β β QQuery 9 β 2661.04 / 2695.00 Β±38.04 / 2761.88 ms β 1207.75 / 1262.92 Β±37.12 / 1324.63 ms β +2.13x faster β β QQuery 10 β 4293.35 / 4380.87 Β±69.89 / 4499.01 ms β 815.88 / 868.36 Β±27.57 / 893.79 ms β +5.04x faster β β QQuery 11 β 4400.04 / 4486.78 Β±65.72 / 4569.21 ms β 848.59 / 867.15 Β±17.97 / 897.39 ms β +5.17x faster β β QQuery 12 β 2369.26 / 2429.78 Β±56.37 / 2536.37 ms β 1027.87 / 1064.45 Β±21.33 / 1093.84 ms β +2.28x faster β β QQuery 13 β 4592.15 / 4616.97 Β±20.99 / 4651.19 ms β 1082.83 / 1125.44 Β±27.67 / 1166.15 ms β +4.10x faster β β QQuery 14 β 4503.51 / 4590.93 Β±65.33 / 4691.61 ms β 1012.76 / 1086.53 Β±37.43 / 1114.25 ms β +4.23x faster β β QQuery 15 β 2416.95 / 2447.98 Β±27.38 / 2483.42 ms β 964.45 / 995.19 Β±26.23 / 1031.46 ms β +2.46x faster β β QQuery 16 β 2659.22 / 2687.95 Β±35.52 / 2755.18 ms β 1295.96 / 1319.48 Β±16.25 / 1340.69 ms β +2.04x faster β β QQuery 17 β 2656.56 / 2706.56 Β±37.84 / 2749.03 ms β 1292.88 / 1325.70 Β±25.74 / 1359.39 ms β +2.04x faster β β QQuery 18 β 3138.67 / 3190.26 Β±27.97 / 3212.81 ms β 1851.16 / 1904.51 Β±36.57 / 1966.19 ms β +1.68x faster β β QQuery 19 β 1737.51 / 1820.17 Β±69.29 / 1933.39 ms β 734.97 / 769.77 Β±25.35 / 810.15 ms β +2.36x faster β β QQuery 20 β 2607.90 / 2705.76 Β±65.59 / 2776.65 ms β 1236.27 / 1296.20 Β±40.96 / 1333.35 ms β +2.09x faster β β QQuery 21 β 4993.90 / 5024.75 Β±30.31 / 5076.70 ms β 1373.88 / 1406.65 Β±27.30 / 1449.81 ms β +3.57x faster β β QQuery 22 β 8324.19 / 8501.94 Β±129.96 / 8660.21 ms β 1621.21 / 1647.74 Β±19.63 / 1678.97 ms β +5.16x faster β β QQuery 23 β 1182.67 / 1248.29 Β±43.00 / 1305.76 ms β 552.47 / 613.96 Β±51.90 / 669.85 ms β +2.03x faster β β QQuery 24 β 790.68 / 817.42 Β±45.07 / 907.01 ms β 274.15 / 322.81 Β±26.62 / 353.72 ms β +2.53x faster β β QQuery 25 β 2239.55 / 2347.69 Β±79.53 / 2438.51 ms β 875.40 / 910.51 Β±29.45 / 964.06 ms β +2.58x faster β β QQuery 26 β 789.77 / 829.74 Β±25.17 / 861.81 ms β 273.62 / 324.73 Β±26.67 / 345.63 ms β +2.56x faster β β QQuery 27 β 4182.79 / 4263.33 Β±75.15 / 4377.36 ms β 1238.39 / 1300.41 Β±43.12 / 1362.18 ms β +3.28x faster β β QQuery 28 β 4975.94 / 5092.09 Β±93.14 / 5248.71 ms β 3586.27 / 3706.01 Β±83.94 / 3792.55 ms β +1.37x faster β β QQuery 29 β 2164.31 / 2229.58 Β±35.41 / 2263.30 ms β 815.37 / 826.56 Β±5.85 / 831.92 ms β +2.70x faster β β QQuery 30 β 4510.25 / 4630.69 Β±86.05 / 4738.66 ms β 1033.37 / 1081.54 Β±40.79 / 1148.95 ms β +4.28x faster β β QQuery 31 β 4449.97 / 4550.88 Β±79.72 / 4681.46 ms β 1023.72 / 1062.81 Β±31.68 / 1114.98 ms β +4.28x faster β β QQuery 32 β 2516.87 / 2574.69 Β±84.40 / 2741.49 ms β 1194.00 / 1259.28 Β±34.79 / 1296.59 ms β +2.04x faster β β QQuery 33 β 3422.07 / 3444.41 Β±15.64 / 3461.85 ms β 2151.73 / 2178.33 Β±24.78 / 2212.78 ms β +1.58x faster β β QQuery 34 β 3452.65 / 3471.73 Β±12.11 / 3485.16 ms β 2187.33 / 2215.49 Β±27.09 / 2260.76 ms β +1.57x faster β β QQuery 35 β 2360.09 / 2453.89 Β±74.21 / 2587.94 ms β 1011.03 / 1023.40 Β±8.03 / 1034.59 ms β +2.40x faster β β QQuery 36 β 686.78 / 812.37 Β±76.43 / 914.17 ms β 138.45 / 177.50 Β±32.74 / 229.93 ms β +4.58x faster β β QQuery 37 β 647.89 / 729.27 Β±85.07 / 862.41 ms β 141.03 / 175.57 Β±41.35 / 227.49 ms β +4.15x faster β β QQuery 38 β 714.73 / 893.53 Β±110.33 / 1035.88 ms β 120.25 / 162.81 Β±34.93 / 202.82 ms β +5.49x faster β β QQuery 39 β 555.81 / 637.64 Β±57.01 / 723.23 ms β 174.38 / 254.23 Β±67.57 / 349.65 ms β +2.51x faster β β QQuery 40 β 763.19 / 858.08 Β±119.11 / 1078.10 ms β 118.13 / 160.98 Β±36.00 / 219.77 ms β +5.33x faster β β QQuery 41 β 932.77 / 994.24 Β±64.55 / 1108.10 ms β 122.16 / 159.74 Β±43.95 / 219.09 ms β +6.22x faster β β QQuery 42 β 650.48 / 746.03 Β±93.05 / 914.95 ms β 112.30 / 146.59 Β±31.06 / 193.94 ms β +5.09x faster β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 111622.13ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 41155.44ms β β Average Time (HEAD) β 2595.86ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 957.10ms β β Queries Faster β 41 β β Queries Slower β 0 β β Queries with No Change β 2 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **clickbench_partitioned β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 560.1s | | Peak memory | 9.0 GiB | | Avg memory | 1.7 GiB | | CPU user | 837.8s | | CPU sys | 119.5s | | Peak spill | 0 B | **clickbench_partitioned β branch** | Metric | Value | |--------|-------| | Wall time | 210.0s | | Peak memory | 10.3 GiB | | Avg memory | 2.5 GiB | | CPU user | 857.1s | | CPU sys | 86.8s | | 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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