adriangbot commented on PR #25832: URL: https://github.com/apache/datafusion/pull/25832#issuecomment-5872566172
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25832#issuecomment-5872245663) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing test-arrow-pr-10859 (702bffb69332edf26d82a6d4d6fff3ce8c825343) to 991fd23 (merge-base) [diff](https://github.com/apache/datafusion/compare/991fd23dd0be0046af5945b8c3905612859b657a..702bffb69332edf26d82a6d4d6fff3ce8c825343) <details><summary>Run configuration</summary> ```yaml run benchmark clickbench_partitioned env: DATAFUSION_EXECUTION_PARQUET_PUSHDOWN_FILTERS: "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 test-arrow-pr-10859 -------------------- Benchmark clickbench_partitioned.json -------------------- βββββββββββββ³βββββββββββββ³ββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β test-arrow-pr-10859 β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 0 β 1.45 ms β 1.24 ms β +1.17x faster β β QQuery 1 β 12.79 ms β 12.19 ms β no change β β QQuery 2 β 37.73 ms β 36.84 ms β no change β β QQuery 3 β 33.45 ms β 31.42 ms β +1.06x faster β β QQuery 4 β 242.74 ms β 232.78 ms β no change β β QQuery 5 β 270.46 ms β 268.75 ms β no change β β QQuery 6 β 1.34 ms β 1.58 ms β 1.18x slower β β QQuery 7 β 16.65 ms β 17.39 ms β no change β β QQuery 8 β 332.11 ms β 363.78 ms β 1.10x slower β β QQuery 9 β 465.05 ms β 468.67 ms β no change β β QQuery 10 β 88.92 ms β 89.19 ms β no change β β QQuery 11 β 99.65 ms β 99.91 ms β no change β β QQuery 12 β 289.25 ms β 286.96 ms β no change β β QQuery 13 β 409.04 ms β 399.63 ms β no change β β QQuery 14 β 308.63 ms β 306.23 ms β no change β β QQuery 15 β 283.84 ms β 285.43 ms β no change β β QQuery 16 β 632.06 ms β 614.33 ms β no change β β QQuery 17 β 620.86 ms β 632.07 ms β no change β β QQuery 18 β 1268.09 ms β 1364.49 ms β 1.08x slower β β QQuery 19 β 30.94 ms β 29.69 ms β no change β β QQuery 20 β 511.56 ms β 515.85 ms β no change β β QQuery 21 β 552.36 ms β 547.51 ms β no change β β QQuery 22 β 772.31 ms β 777.81 ms β no change β β QQuery 23 β 126.67 ms β 125.65 ms β no change β β QQuery 24 β 44.14 ms β 41.45 ms β +1.06x faster β β QQuery 25 β 133.85 ms β 104.97 ms β +1.28x faster β β QQuery 26 β 47.40 ms β 45.56 ms β no change β β QQuery 27 β 538.63 ms β 547.50 ms β no change β β QQuery 28 β 2932.06 ms β 2891.31 ms β no change β β QQuery 29 β 41.14 ms β 41.54 ms β no change β β QQuery 30 β 305.62 ms β 303.91 ms β no change β β QQuery 31 β 310.12 ms β 280.58 ms β +1.11x faster β β QQuery 32 β 965.65 ms β 958.72 ms β no change β β QQuery 33 β 1409.21 ms β 1426.33 ms β no change β β QQuery 34 β 1448.87 ms β 1479.63 ms β no change β β QQuery 35 β 295.11 ms β 371.63 ms β 1.26x slower β β QQuery 36 β 65.52 ms β 78.67 ms β 1.20x slower β β QQuery 37 β 35.98 ms β 40.27 ms β 1.12x slower β β QQuery 38 β 35.23 ms β 41.01 ms β 1.16x slower β β QQuery 39 β 128.58 ms β 161.25 ms β 1.25x slower β β QQuery 40 β 17.75 ms β 19.62 ms β 1.10x slower β β QQuery 41 β 15.96 ms β 18.35 ms β 1.15x slower β β QQuery 42 β 13.98 ms β 16.10 ms β 1.15x slower β βββββββββββββ΄βββββββββββββ΄ββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 16192.77ms β β Total Time (test-arrow-pr-10859) β 16377.81ms β β Average Time (HEAD) β 376.58ms β β Average Time (test-arrow-pr-10859) β 380.88ms β β Queries Faster β 5 β β Queries Slower β 11 β β Queries with No Change β 27 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and test-arrow-pr-10859 -------------------- Benchmark clickbench_partitioned.json -------------------- βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β test-arrow-pr-10859 β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 0 β 1.45 / 4.60 Β±5.89 / 16.36 ms β 1.24 / 4.00 Β±5.45 / 14.90 ms β +1.15x faster β β QQuery 1 β 12.79 / 13.05 Β±0.19 / 13.29 ms β 12.19 / 12.37 Β±0.25 / 12.86 ms β +1.05x faster β β QQuery 2 β 37.73 / 38.23 Β±0.36 / 38.66 ms β 36.84 / 37.18 Β±0.26 / 37.64 ms β no change β β QQuery 3 β 33.45 / 34.01 Β±0.69 / 35.22 ms β 31.42 / 31.86 Β±0.22 / 32.06 ms β +1.07x faster β β QQuery 4 β 242.74 / 266.03 Β±18.89 / 283.73 ms β 232.78 / 238.69 Β±3.28 / 242.67 ms β +1.11x faster β β QQuery 5 β 270.46 / 279.12 Β±7.15 / 290.31 ms β 268.75 / 286.90 Β±17.66 / 312.54 ms β no change β β QQuery 6 β 1.34 / 1.50 Β±0.25 / 2.00 ms β 1.58 / 1.79 Β±0.19 / 2.13 ms β 1.20x slower β β QQuery 7 β 16.65 / 16.81 Β±0.09 / 16.93 ms β 17.39 / 18.32 Β±1.63 / 21.58 ms β 1.09x slower β β QQuery 8 β 332.11 / 337.90 Β±7.83 / 353.32 ms β 363.78 / 378.66 Β±10.98 / 391.71 ms β 1.12x slower β β QQuery 9 β 465.05 / 472.27 Β±4.30 / 477.42 ms β 468.67 / 481.62 Β±8.36 / 492.34 ms β no change β β QQuery 10 β 88.92 / 89.77 Β±0.93 / 91.44 ms β 89.19 / 93.57 Β±7.08 / 107.70 ms β no change β β QQuery 11 β 99.65 / 100.29 Β±0.54 / 101.17 ms β 99.91 / 103.59 Β±4.17 / 111.53 ms β no change β β QQuery 12 β 289.25 / 294.40 Β±5.64 / 303.69 ms β 286.96 / 292.93 Β±4.96 / 299.33 ms β no change β β QQuery 13 β 409.04 / 426.80 Β±27.22 / 480.85 ms β 399.63 / 425.31 Β±25.69 / 473.81 ms β no change β β QQuery 14 β 308.63 / 310.85 Β±2.11 / 313.99 ms β 306.23 / 313.54 Β±7.58 / 322.96 ms β no change β β QQuery 15 β 283.84 / 299.17 Β±16.53 / 327.80 ms β 285.43 / 294.88 Β±7.86 / 306.00 ms β no change β β QQuery 16 β 632.06 / 664.46 Β±27.88 / 695.93 ms β 614.33 / 633.14 Β±15.42 / 659.54 ms β no change β β QQuery 17 β 620.86 / 631.35 Β±5.40 / 636.00 ms β 632.07 / 700.19 Β±45.18 / 745.87 ms β 1.11x slower β β QQuery 18 β 1268.09 / 1303.59 Β±64.25 / 1431.90 ms β 1364.49 / 1477.75 Β±61.18 / 1538.05 ms β 1.13x slower β β QQuery 19 β 30.94 / 31.45 Β±0.39 / 32.08 ms β 29.69 / 33.30 Β±5.89 / 45.04 ms β 1.06x slower β β QQuery 20 β 511.56 / 544.55 Β±30.18 / 595.63 ms β 515.85 / 523.87 Β±10.35 / 544.17 ms β no change β β QQuery 21 β 552.36 / 564.59 Β±10.56 / 580.52 ms β 547.51 / 574.92 Β±28.76 / 625.76 ms β no change β β QQuery 22 β 772.31 / 780.45 Β±7.92 / 795.12 ms β 777.81 / 804.60 Β±15.78 / 820.98 ms β no change β β QQuery 23 β 126.67 / 134.63 Β±8.70 / 151.35 ms β 125.65 / 132.18 Β±3.82 / 137.11 ms β no change β β QQuery 24 β 44.14 / 46.82 Β±3.35 / 52.77 ms β 41.45 / 43.71 Β±2.17 / 47.47 ms β +1.07x faster β β QQuery 25 β 133.85 / 137.76 Β±4.14 / 144.81 ms β 104.97 / 112.38 Β±9.48 / 130.26 ms β +1.23x faster β β QQuery 26 β 47.40 / 49.56 Β±2.78 / 54.91 ms β 45.56 / 46.27 Β±0.78 / 47.75 ms β +1.07x faster β β QQuery 27 β 538.63 / 549.36 Β±6.75 / 558.11 ms β 547.50 / 565.04 Β±30.47 / 625.77 ms β no change β β QQuery 28 β 2932.06 / 2994.99 Β±56.86 / 3076.17 ms β 2891.31 / 2955.38 Β±53.07 / 3043.47 ms β no change β β QQuery 29 β 41.14 / 47.46 Β±7.53 / 59.34 ms β 41.54 / 53.48 Β±15.84 / 81.99 ms β 1.13x slower β β QQuery 30 β 305.62 / 317.68 Β±10.71 / 335.57 ms β 303.91 / 316.40 Β±17.64 / 351.16 ms β no change β β QQuery 31 β 310.12 / 318.41 Β±7.01 / 329.50 ms β 280.58 / 284.84 Β±3.95 / 291.96 ms β +1.12x faster β β QQuery 32 β 965.65 / 1012.37 Β±40.65 / 1078.36 ms β 958.72 / 1028.78 Β±64.48 / 1108.21 ms β no change β β QQuery 33 β 1409.21 / 1483.92 Β±43.97 / 1533.93 ms β 1426.33 / 1480.57 Β±43.66 / 1559.67 ms β no change β β QQuery 34 β 1448.87 / 1522.23 Β±75.41 / 1666.28 ms β 1479.63 / 1604.81 Β±124.56 / 1757.72 ms β 1.05x slower β β QQuery 35 β 295.11 / 330.24 Β±60.69 / 451.52 ms β 371.63 / 388.86 Β±19.66 / 427.34 ms β 1.18x slower β β QQuery 36 β 65.52 / 69.50 Β±6.33 / 82.13 ms β 78.67 / 83.33 Β±4.17 / 90.28 ms β 1.20x slower β β QQuery 37 β 35.98 / 42.75 Β±6.86 / 53.81 ms β 40.27 / 46.50 Β±9.47 / 65.23 ms β 1.09x slower β β QQuery 38 β 35.23 / 38.83 Β±4.05 / 46.27 ms β 41.01 / 47.03 Β±4.47 / 54.02 ms β 1.21x slower β β QQuery 39 β 128.58 / 138.79 Β±8.27 / 148.20 ms β 161.25 / 171.39 Β±13.46 / 197.65 ms β 1.23x slower β β QQuery 40 β 17.75 / 21.11 Β±3.72 / 26.94 ms β 19.62 / 20.39 Β±0.44 / 20.80 ms β no change β β QQuery 41 β 15.96 / 17.64 Β±2.96 / 23.55 ms β 18.35 / 19.70 Β±2.32 / 24.33 ms β 1.12x slower β β QQuery 42 β 13.98 / 15.56 Β±2.86 / 21.27 ms β 16.10 / 16.27 Β±0.17 / 16.59 ms β no change β βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 16794.83ms β β Total Time (test-arrow-pr-10859) β 17180.30ms β β Average Time (HEAD) β 390.58ms β β Average Time (test-arrow-pr-10859) β 399.54ms β β Queries Faster β 8 β β Queries Slower β 14 β β Queries with No Change β 21 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **clickbench_partitioned β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 85.0s | | Peak memory | 12.1 GiB | | Avg memory | 5.0 GiB | | CPU user | 860.9s | | CPU sys | 58.2s | | Peak spill | 0 B | **clickbench_partitioned β branch** | Metric | Value | |--------|-------| | Wall time | 90.0s | | Peak memory | 11.6 GiB | | Avg memory | 4.6 GiB | | CPU user | 871.0s | | CPU sys | 62.2s | | 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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