adriangbot commented on PR #24086: URL: https://github.com/apache/datafusion/pull/24086#issuecomment-5848228003
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24086#issuecomment-5848039435) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing claude/datafusion-rowgroup-buffering-ec9abc (4896a0a8b978aeb548a22d19858da8a065d0c95d) to e8e41ae (merge-base) [diff](https://github.com/apache/datafusion/compare/e8e41ae958a5e6856ab9b0e7d8fb5deece0a9e91..4896a0a8b978aeb548a22d19858da8a065d0c95d) <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 1.24 ms β no change β β QQuery 1 β 1868.15 ms β 729.96 ms β +2.56x faster β β QQuery 2 β 2137.60 ms β 781.97 ms β +2.73x faster β β QQuery 3 β 2133.00 ms β 780.35 ms β +2.73x faster β β QQuery 4 β 2236.62 ms β 902.35 ms β +2.48x faster β β QQuery 5 β 2404.45 ms β 952.93 ms β +2.52x faster β β QQuery 6 β 1.27 ms β 1.30 ms β no change β β QQuery 7 β 1958.12 ms β 734.45 ms β +2.67x faster β β QQuery 8 β 2435.06 ms β 1034.12 ms β +2.35x faster β β QQuery 9 β 2623.87 ms β 1182.43 ms β +2.22x faster β β QQuery 10 β 4329.76 ms β 3024.86 ms β +1.43x faster β β QQuery 11 β 4336.07 ms β 3018.25 ms β +1.44x faster β β QQuery 12 β 2376.88 ms β 1026.68 ms β +2.32x faster β β QQuery 13 β 4566.19 ms β 3196.20 ms β +1.43x faster β β QQuery 14 β 4491.92 ms β 3132.98 ms β +1.43x faster β β QQuery 15 β 2341.96 ms β 999.88 ms β +2.34x faster β β QQuery 16 β 2620.42 ms β 1291.53 ms β +2.03x faster β β QQuery 17 β 2686.49 ms β 1308.99 ms β +2.05x faster β β QQuery 18 β 3144.38 ms β 1860.53 ms β +1.69x faster β β QQuery 19 β 1744.86 ms β 738.43 ms β +2.36x faster β β QQuery 20 β 2603.59 ms β 1251.66 ms β +2.08x faster β β QQuery 21 β 4861.56 ms β 3425.11 ms β +1.42x faster β β QQuery 22 β 8171.69 ms β 6853.80 ms β +1.19x faster β β QQuery 23 β 1095.79 ms β 879.91 ms β +1.25x faster β β QQuery 24 β 813.57 ms β 607.74 ms β +1.34x faster β β QQuery 25 β 2261.46 ms β 882.66 ms β +2.56x faster β β QQuery 26 β 783.81 ms β 641.84 ms β +1.22x faster β β QQuery 27 β 4147.33 ms β 2577.32 ms β +1.61x faster β β QQuery 28 β 5069.32 ms β 3651.99 ms β +1.39x faster β β QQuery 29 β 2206.37 ms β 784.15 ms β +2.81x faster β β QQuery 30 β 4552.11 ms β 3201.77 ms β +1.42x faster β β QQuery 31 β 4559.25 ms β 3122.32 ms β +1.46x faster β β QQuery 32 β 2557.54 ms β 1323.69 ms β +1.93x faster β β QQuery 33 β 3467.22 ms β 2141.47 ms β +1.62x faster β β QQuery 34 β 3479.37 ms β 2168.15 ms β +1.60x faster β β QQuery 35 β 2444.48 ms β 1016.93 ms β +2.40x faster β β QQuery 36 β 648.55 ms β 628.08 ms β no change β β QQuery 37 β 699.27 ms β 533.14 ms β +1.31x faster β β QQuery 38 β 876.68 ms β 639.79 ms β +1.37x faster β β QQuery 39 β 479.65 ms β 456.60 ms β no change β β QQuery 40 β 789.33 ms β 719.75 ms β +1.10x faster β β QQuery 41 β 764.51 ms β 661.18 ms β +1.16x faster β β QQuery 42 β 671.60 ms β 541.88 ms β +1.24x faster β βββββββββββββ΄βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 108442.34ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 65410.33ms β β Average Time (HEAD) β 2521.91ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 1521.17ms 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΄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 / 4.07 Β±5.56 / 15.20 ms β 1.24 / 4.07 Β±5.54 / 15.16 ms β no change β β QQuery 1 β 1868.15 / 1921.52 Β±45.87 / 1988.70 ms β 729.96 / 748.22 Β±18.27 / 778.89 ms β +2.57x faster β β QQuery 2 β 2137.60 / 2202.74 Β±59.28 / 2298.21 ms β 781.97 / 802.04 Β±13.53 / 821.32 ms β +2.75x faster β β QQuery 3 β 2133.00 / 2243.77 Β±58.64 / 2293.23 ms β 780.35 / 811.75 Β±18.75 / 835.42 ms β +2.76x faster β β QQuery 4 β 2236.62 / 2334.09 Β±53.05 / 2392.18 ms β 902.35 / 929.91 Β±18.23 / 957.65 ms β +2.51x faster β β QQuery 5 β 2404.45 / 2456.56 Β±30.97 / 2491.00 ms β 952.93 / 1018.00 Β±41.60 / 1067.42 ms β +2.41x faster β β QQuery 6 β 1.27 / 1.44 Β±0.24 / 1.90 ms β 1.30 / 1.46 Β±0.23 / 1.91 ms β no change β β QQuery 7 β 1958.12 / 1996.92 Β±27.31 / 2030.65 ms β 734.45 / 765.60 Β±21.53 / 790.27 ms β +2.61x faster β β QQuery 8 β 2435.06 / 2493.26 Β±60.17 / 2583.53 ms β 1034.12 / 1066.62 Β±22.79 / 1095.29 ms β +2.34x faster β β QQuery 9 β 2623.87 / 2686.34 Β±43.94 / 2736.92 ms β 1182.43 / 1242.24 Β±36.14 / 1289.71 ms β +2.16x faster β β QQuery 10 β 4329.76 / 4458.35 Β±87.56 / 4581.90 ms β 3024.86 / 3070.49 Β±42.22 / 3150.04 ms β +1.45x faster β β QQuery 11 β 4336.07 / 4433.17 Β±114.21 / 4648.25 ms β 3018.25 / 3063.35 Β±36.32 / 3123.52 ms β +1.45x faster β β QQuery 12 β 2376.88 / 2413.17 Β±37.10 / 2481.71 ms β 1026.68 / 1079.30 Β±41.84 / 1148.96 ms β +2.24x faster β β QQuery 13 β 4566.19 / 4751.08 Β±123.05 / 4872.84 ms β 3196.20 / 3347.44 Β±84.96 / 3430.88 ms β +1.42x faster β β QQuery 14 β 4491.92 / 4580.53 Β±59.10 / 4674.44 ms β 3132.98 / 3219.59 Β±64.93 / 3331.97 ms β +1.42x faster β β QQuery 15 β 2341.96 / 2438.51 Β±55.91 / 2499.06 ms β 999.88 / 1026.74 Β±21.85 / 1066.24 ms β +2.37x faster β β QQuery 16 β 2620.42 / 2698.46 Β±63.81 / 2801.19 ms β 1291.53 / 1334.94 Β±35.67 / 1400.00 ms β +2.02x faster β β QQuery 17 β 2686.49 / 2734.25 Β±31.49 / 2772.73 ms β 1308.99 / 1325.03 Β±15.99 / 1346.24 ms β +2.06x faster β β QQuery 18 β 3144.38 / 3219.45 Β±84.43 / 3384.62 ms β 1860.53 / 1949.74 Β±55.75 / 2030.37 ms β +1.65x faster β β QQuery 19 β 1744.86 / 1807.97 Β±34.59 / 1840.53 ms β 738.43 / 769.19 Β±24.46 / 810.89 ms β +2.35x faster β β QQuery 20 β 2603.59 / 2685.02 Β±74.24 / 2788.47 ms β 1251.66 / 1301.52 Β±37.67 / 1341.80 ms β +2.06x faster β β QQuery 21 β 4861.56 / 4942.03 Β±83.63 / 5102.70 ms β 3425.11 / 3535.01 Β±88.13 / 3634.76 ms β +1.40x faster β β QQuery 22 β 8171.69 / 8317.53 Β±75.30 / 8385.38 ms β 6853.80 / 6958.67 Β±101.71 / 7123.80 ms β +1.20x faster β β QQuery 23 β 1095.79 / 1217.79 Β±106.08 / 1406.92 ms β 879.91 / 909.32 Β±21.00 / 932.00 ms β +1.34x faster β β QQuery 24 β 813.57 / 906.36 Β±70.28 / 990.75 ms β 607.74 / 653.79 Β±46.66 / 726.10 ms β +1.39x faster β β QQuery 25 β 2261.46 / 2338.29 Β±58.64 / 2439.77 ms β 882.66 / 921.14 Β±25.63 / 959.06 ms β +2.54x faster β β QQuery 26 β 783.81 / 912.29 Β±88.51 / 1011.93 ms β 641.84 / 688.38 Β±25.57 / 718.23 ms β +1.33x faster β β QQuery 27 β 4147.33 / 4316.45 Β±115.04 / 4490.72 ms β 2577.32 / 2638.38 Β±59.28 / 2738.10 ms β +1.64x faster β β QQuery 28 β 5069.32 / 5180.73 Β±89.27 / 5336.41 ms β 3651.99 / 3734.49 Β±57.09 / 3821.02 ms β +1.39x faster β β QQuery 29 β 2206.37 / 2256.21 Β±32.03 / 2298.65 ms β 784.15 / 800.07 Β±11.84 / 816.92 ms β +2.82x faster β β QQuery 30 β 4552.11 / 4649.66 Β±87.60 / 4793.41 ms β 3201.77 / 3247.15 Β±26.12 / 3282.91 ms β +1.43x faster β β QQuery 31 β 4559.25 / 4644.77 Β±88.69 / 4774.79 ms β 3122.32 / 3198.39 Β±68.80 / 3302.74 ms β +1.45x faster β β QQuery 32 β 2557.54 / 2641.88 Β±64.09 / 2749.47 ms β 1323.69 / 1412.59 Β±70.22 / 1502.80 ms β +1.87x faster β β QQuery 33 β 3467.22 / 3595.83 Β±135.13 / 3845.65 ms β 2141.47 / 2232.98 Β±73.75 / 2341.44 ms β +1.61x faster β β QQuery 34 β 3479.37 / 3602.01 Β±84.73 / 3744.23 ms β 2168.15 / 2207.29 Β±39.85 / 2278.56 ms β +1.63x faster β β QQuery 35 β 2444.48 / 2472.06 Β±22.23 / 2511.61 ms β 1016.93 / 1059.58 Β±25.05 / 1091.45 ms β +2.33x faster β β QQuery 36 β 648.55 / 735.62 Β±79.70 / 832.22 ms β 628.08 / 682.86 Β±87.27 / 856.16 ms β +1.08x faster β β QQuery 37 β 699.27 / 789.29 Β±79.97 / 925.12 ms β 533.14 / 680.20 Β±80.25 / 777.60 ms β +1.16x faster β β QQuery 38 β 876.68 / 1017.44 Β±83.36 / 1126.10 ms β 639.79 / 844.80 Β±112.68 / 972.13 ms β +1.20x faster β β QQuery 39 β 479.65 / 678.29 Β±144.36 / 832.73 ms β 456.60 / 589.09 Β±75.43 / 687.12 ms β +1.15x faster β β QQuery 40 β 789.33 / 907.99 Β±76.03 / 1020.74 ms β 719.75 / 830.01 Β±77.87 / 951.94 ms β +1.09x faster β β QQuery 41 β 764.51 / 873.14 Β±99.80 / 1018.85 ms β 661.18 / 776.11 Β±89.42 / 891.04 ms β +1.13x faster β β QQuery 42 β 671.60 / 789.06 Β±63.92 / 857.05 ms β 541.88 / 622.87 Β±85.66 / 788.77 ms β +1.27x faster β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 112345.38ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 68100.40ms β β Average Time (HEAD) β 2612.68ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 1583.73ms 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 | 565.1s | | Peak memory | 9.2 GiB | | Avg memory | 1.7 GiB | | CPU user | 862.2s | | CPU sys | 121.0s | | Peak spill | 0 B | **clickbench_partitioned β branch** | Metric | Value | |--------|-------| | Wall time | 345.1s | | Peak memory | 10.5 GiB | | Avg memory | 1.9 GiB | | CPU user | 881.5s | | CPU sys | 101.6s | | 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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