adriangbot commented on PR #25487: URL: https://github.com/apache/datafusion/pull/25487#issuecomment-5746667013
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25487#issuecomment-5746603297) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing rich-T-kid/coacler-benchmark (ef7543e040ffbfe7da6bd2c2b70bd2db2721cac7) to 6e4d9ba (merge-base) [diff](https://github.com/apache/datafusion/compare/6e4d9bae3c63585cfd920d6364c0c438028acac1..ef7543e040ffbfe7da6bd2c2b70bd2db2721cac7) <details><summary>Run configuration</summary> ```yaml run benchmark clickbench_partitioned env: DATAFUSION_EXECUTION_TARGET_PARTITIONS: "256" ``` </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 rich-T-kid_coacler-benchmark -------------------- Benchmark clickbench_partitioned.json -------------------- βββββββββββββ³βββββββββββββ³βββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β rich-T-kid_coacler-benchmark β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 0 β 1.50 ms β 1.48 ms β no change β β QQuery 1 β 23.62 ms β 26.98 ms β 1.14x slower β β QQuery 2 β 46.97 ms β 46.80 ms β no change β β QQuery 3 β 39.49 ms β 38.15 ms β no change β β QQuery 4 β 239.13 ms β 302.46 ms β 1.26x slower β β QQuery 5 β 317.88 ms β 353.00 ms β 1.11x slower β β QQuery 6 β 1.58 ms β 1.58 ms β no change β β QQuery 7 β 61.84 ms β 56.85 ms β +1.09x faster β β QQuery 8 β 374.84 ms β 457.01 ms β 1.22x slower β β QQuery 9 β 410.84 ms β 388.99 ms β +1.06x faster β β QQuery 10 β 146.65 ms β 148.09 ms β no change β β QQuery 11 β 160.72 ms β 159.97 ms β no change β β QQuery 12 β 308.31 ms β 352.45 ms β 1.14x slower β β QQuery 13 β 541.08 ms β 668.23 ms β 1.23x slower β β QQuery 14 β 302.39 ms β 351.93 ms β 1.16x slower β β QQuery 15 β 279.54 ms β 360.42 ms β 1.29x slower β β QQuery 16 β 608.93 ms β 764.98 ms β 1.26x slower β β QQuery 17 β 561.65 ms β 727.74 ms β 1.30x slower β β QQuery 18 β 1119.22 ms β 1509.63 ms β 1.35x slower β β QQuery 19 β 39.89 ms β 37.77 ms β +1.06x faster β β QQuery 20 β 525.51 ms β 510.39 ms β no change β β QQuery 21 β 555.58 ms β 545.14 ms β no change β β QQuery 22 β 1051.50 ms β 1014.13 ms β no change β β QQuery 23 β 1728.05 ms β 1555.83 ms β +1.11x faster β β QQuery 24 β 46.70 ms β 46.91 ms β no change β β QQuery 25 β 110.97 ms β 116.46 ms β no change β β QQuery 26 β 45.58 ms β 46.51 ms β no change β β QQuery 27 β 538.25 ms β 536.39 ms β no change β β QQuery 28 β 2827.67 ms β 2800.36 ms β no change β β QQuery 29 β 55.23 ms β 53.99 ms β no change β β QQuery 30 β 334.94 ms β 367.30 ms β 1.10x slower β β QQuery 31 β 367.88 ms β 436.86 ms β 1.19x slower β β QQuery 32 β 1123.21 ms β 1750.20 ms β 1.56x slower β β QQuery 33 β 1448.18 ms β 1620.14 ms β 1.12x slower β β QQuery 34 β 1473.45 ms β 1609.62 ms β 1.09x slower β β QQuery 35 β 258.67 ms β 334.99 ms β 1.30x slower β β QQuery 36 β 119.23 ms β 112.71 ms β +1.06x faster β β QQuery 37 β 81.80 ms β 82.43 ms β no change β β QQuery 38 β 89.34 ms β 87.44 ms β no change β β QQuery 39 β 206.52 ms β 177.69 ms β +1.16x faster β β QQuery 40 β 64.72 ms β 61.68 ms β no change β β QQuery 41 β 66.14 ms β 57.82 ms β +1.14x faster β β QQuery 42 β 60.80 ms β 61.84 ms β no change β βββββββββββββ΄βββββββββββββ΄βββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 18766.02ms β β Total Time (rich-T-kid_coacler-benchmark) β 20741.34ms β β Average Time (HEAD) β 436.42ms β β Average Time (rich-T-kid_coacler-benchmark) β 482.36ms β β Queries Faster β 7 β β Queries Slower β 17 β β Queries with No Change β 19 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and rich-T-kid_coacler-benchmark -------------------- Benchmark clickbench_partitioned.json -------------------- βββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β rich-T-kid_coacler-benchmark β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 0 β 1.50 / 4.23 Β±5.39 / 15.01 ms β 1.48 / 4.24 Β±5.44 / 15.12 ms β no change β β QQuery 1 β 23.62 / 26.92 Β±2.59 / 30.12 ms β 26.98 / 28.04 Β±0.87 / 29.47 ms β no change β β QQuery 2 β 46.97 / 49.42 Β±1.49 / 50.72 ms β 46.80 / 49.78 Β±1.93 / 52.47 ms β no change β β QQuery 3 β 39.49 / 41.64 Β±1.36 / 43.28 ms β 38.15 / 40.22 Β±1.83 / 42.98 ms β no change β β QQuery 4 β 239.13 / 243.54 Β±3.19 / 248.75 ms β 302.46 / 307.96 Β±3.65 / 313.55 ms β 1.26x slower β β QQuery 5 β 317.88 / 327.93 Β±13.22 / 354.12 ms β 353.00 / 359.42 Β±6.08 / 368.44 ms β 1.10x slower β β QQuery 6 β 1.58 / 1.80 Β±0.33 / 2.44 ms β 1.58 / 1.79 Β±0.31 / 2.40 ms β no change β β QQuery 7 β 61.84 / 64.66 Β±3.18 / 70.83 ms β 56.85 / 59.12 Β±1.75 / 61.28 ms β +1.09x faster β β QQuery 8 β 374.84 / 381.54 Β±7.53 / 395.82 ms β 457.01 / 461.10 Β±3.39 / 465.03 ms β 1.21x slower β β QQuery 9 β 410.84 / 420.98 Β±7.75 / 430.99 ms β 388.99 / 411.75 Β±11.93 / 421.59 ms β no change β β QQuery 10 β 146.65 / 155.14 Β±8.33 / 167.13 ms β 148.09 / 150.66 Β±2.23 / 154.15 ms β no change β β QQuery 11 β 160.72 / 162.13 Β±1.53 / 164.02 ms β 159.97 / 165.94 Β±8.17 / 182.05 ms β no change β β QQuery 12 β 308.31 / 319.96 Β±13.12 / 344.41 ms β 352.45 / 360.30 Β±7.03 / 372.35 ms β 1.13x slower β β QQuery 13 β 541.08 / 550.79 Β±6.33 / 557.81 ms β 668.23 / 676.40 Β±9.90 / 691.21 ms β 1.23x slower β β QQuery 14 β 302.39 / 308.32 Β±6.60 / 320.34 ms β 351.93 / 366.02 Β±13.44 / 387.06 ms β 1.19x slower β β QQuery 15 β 279.54 / 294.66 Β±15.47 / 319.18 ms β 360.42 / 370.32 Β±8.11 / 383.81 ms β 1.26x slower β β QQuery 16 β 608.93 / 613.74 Β±4.62 / 620.87 ms β 764.98 / 825.40 Β±57.12 / 919.49 ms β 1.34x slower β β QQuery 17 β 561.65 / 583.10 Β±15.38 / 598.05 ms β 727.74 / 763.66 Β±37.14 / 828.50 ms β 1.31x slower β β QQuery 18 β 1119.22 / 1175.12 Β±39.12 / 1239.48 ms β 1509.63 / 1613.63 Β±122.79 / 1841.67 ms β 1.37x slower β β QQuery 19 β 39.89 / 42.24 Β±3.36 / 48.81 ms β 37.77 / 42.23 Β±3.14 / 46.82 ms β no change β β QQuery 20 β 525.51 / 573.61 Β±38.80 / 643.10 ms β 510.39 / 549.28 Β±51.97 / 649.43 ms β no change β β QQuery 21 β 555.58 / 574.73 Β±13.92 / 596.03 ms β 545.14 / 571.83 Β±18.42 / 599.13 ms β no change β β QQuery 22 β 1051.50 / 1082.70 Β±43.57 / 1168.79 ms β 1014.13 / 1095.63 Β±73.81 / 1227.77 ms β no change β β QQuery 23 β 1728.05 / 1801.96 Β±70.91 / 1892.47 ms β 1555.83 / 1694.43 Β±141.51 / 1943.85 ms β +1.06x faster β β QQuery 24 β 46.70 / 53.45 Β±7.81 / 68.69 ms β 46.91 / 58.69 Β±14.44 / 87.02 ms β 1.10x slower β β QQuery 25 β 110.97 / 130.22 Β±26.04 / 181.48 ms β 116.46 / 129.35 Β±14.74 / 157.35 ms β no change β β QQuery 26 β 45.58 / 54.27 Β±5.80 / 63.73 ms β 46.51 / 52.32 Β±3.85 / 57.89 ms β no change β β QQuery 27 β 538.25 / 552.22 Β±9.93 / 562.71 ms β 536.39 / 562.01 Β±24.54 / 607.11 ms β no change β β QQuery 28 β 2827.67 / 2863.82 Β±31.03 / 2920.01 ms β 2800.36 / 2872.05 Β±58.66 / 2964.28 ms β no change β β QQuery 29 β 55.23 / 62.92 Β±7.16 / 75.72 ms β 53.99 / 68.91 Β±18.90 / 105.99 ms β 1.10x slower β β QQuery 30 β 334.94 / 357.46 Β±17.14 / 384.59 ms β 367.30 / 387.91 Β±12.96 / 407.23 ms β 1.09x slower β β QQuery 31 β 367.88 / 382.03 Β±11.00 / 400.91 ms β 436.86 / 456.50 Β±14.33 / 476.45 ms β 1.19x slower β β QQuery 32 β 1123.21 / 1207.98 Β±103.17 / 1405.79 ms β 1750.20 / 1843.05 Β±115.22 / 2067.89 ms β 1.53x slower β β QQuery 33 β 1448.18 / 1497.09 Β±30.76 / 1536.37 ms β 1620.14 / 1835.77 Β±162.58 / 2103.50 ms β 1.23x slower β β QQuery 34 β 1473.45 / 1629.44 Β±186.42 / 1993.38 ms β 1609.62 / 1654.81 Β±40.80 / 1729.68 ms β no change β β QQuery 35 β 258.67 / 365.16 Β±191.80 / 748.38 ms β 334.99 / 457.30 Β±201.52 / 858.24 ms β 1.25x slower β β QQuery 36 β 119.23 / 130.53 Β±14.42 / 158.23 ms β 112.71 / 123.63 Β±7.61 / 136.00 ms β +1.06x faster β β QQuery 37 β 81.80 / 89.34 Β±8.50 / 105.35 ms β 82.43 / 86.80 Β±6.81 / 100.36 ms β no change β β QQuery 38 β 89.34 / 97.59 Β±11.08 / 119.28 ms β 87.44 / 99.62 Β±17.25 / 133.52 ms β no change β β QQuery 39 β 206.52 / 217.67 Β±8.73 / 231.43 ms β 177.69 / 196.85 Β±10.91 / 210.92 ms β +1.11x faster β β QQuery 40 β 64.72 / 71.55 Β±6.73 / 81.91 ms β 61.68 / 65.43 Β±3.74 / 71.97 ms β +1.09x faster β β QQuery 41 β 66.14 / 72.80 Β±8.35 / 88.78 ms β 57.82 / 59.94 Β±1.22 / 61.31 ms β +1.21x faster β β QQuery 42 β 60.80 / 64.78 Β±4.51 / 73.00 ms β 61.84 / 71.67 Β±8.94 / 83.85 ms β 1.11x slower β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 19701.19ms β β Total Time (rich-T-kid_coacler-benchmark) β 22051.74ms β β Average Time (HEAD) β 458.17ms β β Average Time (rich-T-kid_coacler-benchmark) β 512.83ms β β Queries Faster β 6 β β Queries Slower β 18 β β Queries with No Change β 19 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **clickbench_partitioned β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 100.0s | | Peak memory | 15.1 GiB | | Avg memory | 8.2 GiB | | CPU user | 926.4s | | CPU sys | 94.7s | | Peak spill | 0 B | **clickbench_partitioned β branch** | Metric | Value | |--------|-------| | Wall time | 115.0s | | Peak memory | 15.7 GiB | | Avg memory | 7.8 GiB | | CPU user | 1063.1s | | CPU sys | 98.5s | | 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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