adriangbot commented on PR #24086: URL: https://github.com/apache/datafusion/pull/24086#issuecomment-5839353933
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24086#issuecomment-5839018820) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing claude/datafusion-rowgroup-buffering-ec9abc (2a25ca18c470f2210dfb3c1e2ac13425947836a0) to 95bb0a0 (merge-base) [diff](https://github.com/apache/datafusion/compare/95bb0a0dfa48ca20d017faa55b2fc96ee2f300fe..2a25ca18c470f2210dfb3c1e2ac13425947836a0) <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 1.25 ms β 1.28 ms β no change β β QQuery 1 β 1892.45 ms β 726.73 ms β +2.60x faster β β QQuery 2 β 2173.08 ms β 784.55 ms β +2.77x faster β β QQuery 3 β 2156.18 ms β 781.05 ms β +2.76x faster β β QQuery 4 β 2353.97 ms β 911.29 ms β +2.58x faster β β QQuery 5 β 2410.84 ms β 981.51 ms β +2.46x faster β β QQuery 6 β 1.34 ms β 1.35 ms β no change β β QQuery 7 β 1964.24 ms β 731.77 ms β +2.68x faster β β QQuery 8 β 2423.12 ms β 1041.45 ms β +2.33x faster β β QQuery 9 β 2662.01 ms β 1243.07 ms β +2.14x faster β β QQuery 10 β 2172.70 ms β 804.90 ms β +2.70x faster β β QQuery 11 β 2212.72 ms β 818.92 ms β +2.70x faster β β QQuery 12 β 2365.48 ms β 978.68 ms β +2.42x faster β β QQuery 13 β 2445.58 ms β 1046.00 ms β +2.34x faster β β QQuery 14 β 2376.71 ms β 989.14 ms β +2.40x faster β β QQuery 15 β 2372.51 ms β 969.71 ms β +2.45x faster β β QQuery 16 β 2696.16 ms β 1328.11 ms β +2.03x faster β β QQuery 17 β 2699.99 ms β 1304.02 ms β +2.07x faster β β QQuery 18 β 3259.49 ms β 1931.05 ms β +1.69x faster β β QQuery 19 β 1741.61 ms β 734.72 ms β +2.37x faster β β QQuery 20 β 2682.55 ms β 1255.55 ms β +2.14x faster β β QQuery 21 β 2673.28 ms β 1321.87 ms β +2.02x faster β β QQuery 22 β 3188.19 ms β 1785.18 ms β +1.79x faster β β QQuery 23 β 5211.56 ms β 4852.75 ms β +1.07x faster β β QQuery 24 β 482.88 ms β 326.87 ms β +1.48x faster β β QQuery 25 β 2211.51 ms β 849.41 ms β +2.60x faster β β QQuery 26 β 468.49 ms β 335.62 ms β +1.40x faster β β QQuery 27 β 2670.39 ms β 1288.00 ms β +2.07x faster β β QQuery 28 β 5107.80 ms β 3594.94 ms β +1.42x faster β β QQuery 29 β 2233.91 ms β 788.17 ms β +2.83x faster β β QQuery 30 β 2464.13 ms β 1069.75 ms β +2.30x faster β β QQuery 31 β 2440.39 ms β 940.76 ms β +2.59x faster β β QQuery 32 β 2717.87 ms β 1410.41 ms β +1.93x faster β β QQuery 33 β 3704.57 ms β 2338.72 ms β +1.58x faster β β QQuery 34 β 3657.26 ms β 2381.70 ms β +1.54x faster β β QQuery 35 β 2445.47 ms β 1017.08 ms β +2.40x faster β β QQuery 36 β 196.68 ms β 174.76 ms β +1.13x faster β β QQuery 37 β 143.07 ms β 88.87 ms β +1.61x faster β β QQuery 38 β 153.47 ms β 149.37 ms β no change β β QQuery 39 β 253.97 ms β 220.09 ms β +1.15x faster β β QQuery 40 β 148.25 ms β 118.58 ms β +1.25x faster β β QQuery 41 β 119.70 ms β 86.59 ms β +1.38x faster β β QQuery 42 β 116.73 ms β 115.95 ms β no change β βββββββββββββ΄βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 87873.57ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 44620.28ms β β Average Time (HEAD) β 2043.57ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 1037.68ms β β Queries Faster β 39 β β Queries Slower β 0 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 1.25 / 4.18 Β±5.69 / 15.56 ms β 1.28 / 4.28 Β±5.81 / 15.89 ms β no change β β QQuery 1 β 1892.45 / 1935.99 Β±33.75 / 1988.12 ms β 726.73 / 745.86 Β±19.51 / 777.96 ms β +2.60x faster β β QQuery 2 β 2173.08 / 2220.55 Β±45.55 / 2304.30 ms β 784.55 / 803.34 Β±12.72 / 821.72 ms β +2.76x faster β β QQuery 3 β 2156.18 / 2231.93 Β±42.94 / 2278.52 ms β 781.05 / 812.34 Β±18.39 / 834.93 ms β +2.75x faster β β QQuery 4 β 2353.97 / 2389.10 Β±21.00 / 2415.23 ms β 911.29 / 937.06 Β±18.72 / 961.24 ms β +2.55x faster β β QQuery 5 β 2410.84 / 2438.64 Β±29.99 / 2496.33 ms β 981.51 / 1041.48 Β±37.94 / 1091.27 ms β +2.34x faster β β QQuery 6 β 1.34 / 1.51 Β±0.26 / 2.01 ms β 1.35 / 1.62 Β±0.29 / 2.13 ms β 1.07x slower β β QQuery 7 β 1964.24 / 2021.94 Β±35.70 / 2063.61 ms β 731.77 / 759.69 Β±19.69 / 782.88 ms β +2.66x faster β β QQuery 8 β 2423.12 / 2473.89 Β±48.94 / 2566.75 ms β 1041.45 / 1070.02 Β±18.23 / 1095.55 ms β +2.31x faster β β QQuery 9 β 2662.01 / 2710.97 Β±42.25 / 2787.17 ms β 1243.07 / 1275.97 Β±25.49 / 1309.41 ms β +2.12x faster β β QQuery 10 β 2172.70 / 2249.65 Β±60.24 / 2330.17 ms β 804.90 / 848.00 Β±22.17 / 863.80 ms β +2.65x faster β β QQuery 11 β 2212.72 / 2285.71 Β±49.68 / 2345.27 ms β 818.92 / 841.38 Β±17.45 / 867.62 ms β +2.72x faster β β QQuery 12 β 2365.48 / 2418.22 Β±57.68 / 2529.62 ms β 978.68 / 1007.72 Β±19.30 / 1030.30 ms β +2.40x faster β β QQuery 13 β 2445.58 / 2515.57 Β±69.32 / 2634.73 ms β 1046.00 / 1079.20 Β±22.99 / 1114.69 ms β +2.33x faster β β QQuery 14 β 2376.71 / 2460.99 Β±77.06 / 2590.30 ms β 989.14 / 1034.47 Β±35.80 / 1077.07 ms β +2.38x faster β β QQuery 15 β 2372.51 / 2410.79 Β±25.54 / 2439.25 ms β 969.71 / 1007.17 Β±21.90 / 1035.39 ms β +2.39x faster β β QQuery 16 β 2696.16 / 2737.35 Β±24.32 / 2762.10 ms β 1328.11 / 1343.23 Β±12.67 / 1363.70 ms β +2.04x faster β β QQuery 17 β 2699.99 / 2745.99 Β±41.04 / 2818.86 ms β 1304.02 / 1350.45 Β±26.99 / 1386.69 ms β +2.03x faster β β QQuery 18 β 3259.49 / 3304.11 Β±34.88 / 3346.55 ms β 1931.05 / 1948.78 Β±16.21 / 1968.55 ms β +1.70x faster β β QQuery 19 β 1741.61 / 1850.63 Β±79.26 / 1952.55 ms β 734.72 / 771.43 Β±34.22 / 834.28 ms β +2.40x faster β β QQuery 20 β 2682.55 / 2728.43 Β±43.97 / 2797.06 ms β 1255.55 / 1300.95 Β±37.87 / 1352.79 ms β +2.10x faster β β QQuery 21 β 2673.28 / 2749.47 Β±50.30 / 2805.32 ms β 1321.87 / 1341.60 Β±26.60 / 1393.69 ms β +2.05x faster β β QQuery 22 β 3188.19 / 3273.00 Β±80.70 / 3414.22 ms β 1785.18 / 1856.04 Β±61.59 / 1957.79 ms β +1.76x faster β β QQuery 23 β 5211.56 / 5434.28 Β±141.43 / 5609.12 ms β 4852.75 / 5071.56 Β±139.71 / 5240.53 ms β +1.07x faster β β QQuery 24 β 482.88 / 528.24 Β±35.01 / 573.76 ms β 326.87 / 395.59 Β±98.93 / 590.39 ms β +1.34x faster β β QQuery 25 β 2211.51 / 2274.87 Β±36.92 / 2315.51 ms β 849.41 / 878.72 Β±23.59 / 915.41 ms β +2.59x faster β β QQuery 26 β 468.49 / 515.38 Β±44.34 / 585.44 ms β 335.62 / 360.31 Β±23.98 / 393.71 ms β +1.43x faster β β QQuery 27 β 2670.39 / 2722.64 Β±44.75 / 2779.80 ms β 1288.00 / 1329.38 Β±31.59 / 1367.32 ms β +2.05x faster β β QQuery 28 β 5107.80 / 5190.78 Β±59.14 / 5287.38 ms β 3594.94 / 3671.21 Β±74.56 / 3805.57 ms β +1.41x faster β β QQuery 29 β 2233.91 / 2283.98 Β±41.08 / 2329.58 ms β 788.17 / 805.02 Β±9.37 / 816.77 ms β +2.84x faster β β QQuery 30 β 2464.13 / 2516.88 Β±57.43 / 2627.28 ms β 1069.75 / 1090.19 Β±12.34 / 1102.80 ms β +2.31x faster β β QQuery 31 β 2440.39 / 2501.07 Β±43.35 / 2564.60 ms β 940.76 / 975.99 Β±25.10 / 1017.21 ms β +2.56x faster β β QQuery 32 β 2717.87 / 2893.97 Β±120.13 / 3001.33 ms β 1410.41 / 1620.84 Β±217.61 / 2003.63 ms β +1.79x faster β β QQuery 33 β 3704.57 / 3759.94 Β±59.72 / 3871.71 ms β 2338.72 / 2395.01 Β±28.82 / 2420.51 ms β +1.57x faster β β QQuery 34 β 3657.26 / 3751.62 Β±69.51 / 3863.26 ms β 2381.70 / 2430.34 Β±44.25 / 2488.94 ms β +1.54x faster β β QQuery 35 β 2445.47 / 2521.77 Β±73.95 / 2661.39 ms β 1017.08 / 1049.00 Β±22.87 / 1070.44 ms β +2.40x faster β β QQuery 36 β 196.68 / 230.11 Β±47.11 / 322.84 ms β 174.76 / 228.05 Β±34.22 / 266.91 ms β no change β β QQuery 37 β 143.07 / 187.54 Β±37.74 / 240.61 ms β 88.87 / 140.77 Β±53.33 / 240.78 ms β +1.33x faster β β QQuery 38 β 153.47 / 195.64 Β±32.35 / 249.26 ms β 149.37 / 192.21 Β±35.44 / 231.82 ms β no change β β QQuery 39 β 253.97 / 282.69 Β±45.30 / 372.78 ms β 220.09 / 267.82 Β±45.20 / 349.06 ms β +1.06x faster β β QQuery 40 β 148.25 / 182.08 Β±30.87 / 229.55 ms β 118.58 / 176.60 Β±43.81 / 249.39 ms β no change β β QQuery 41 β 119.70 / 169.42 Β±34.51 / 217.22 ms β 86.59 / 129.52 Β±48.76 / 223.59 ms β +1.31x faster β β QQuery 42 β 116.73 / 167.66 Β±35.16 / 216.57 ms β 115.95 / 162.32 Β±39.33 / 215.03 ms β no change β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 90469.18ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 46552.53ms β β Average Time (HEAD) β 2103.93ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 1082.62ms β β Queries Faster β 37 β β Queries Slower β 1 β β Queries with No Change β 5 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 | 17.2 GiB | | Avg memory | 2.5 GiB | | CPU user | 1046.0s | | CPU sys | 159.1s | | Peak spill | 0 B | **clickbench_partitioned β branch** | Metric | Value | |--------|-------| | Wall time | 235.1s | | Peak memory | 16.6 GiB | | Avg memory | 3.6 GiB | | CPU user | 1025.9s | | CPU sys | 135.5s | | 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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