adriangbot commented on PR #23869: URL: https://github.com/apache/datafusion/pull/23869#issuecomment-5158210623
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/23869#issuecomment-5158097741) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing window-topn-dense-rank (ee8b7c219efbcb384fe5bc7314f3fad8f6a9054d) to 66c3840 (merge-base) [diff](https://github.com/apache/datafusion/compare/66c3840c029e839eb8d49d5dd721a4d1735152aa..ee8b7c219efbcb384fe5bc7314f3fad8f6a9054d) <details><summary>Run configuration</summary> ```yaml run benchmark h2o_small_window changed: env: DATAFUSION_OPTIMIZER_ENABLE_WINDOW_TOPN: "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 window-topn-dense-rank -------------------- Benchmark h2o_window.json -------------------- βββββββββββββ³βββββββββββββ³βββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β window-topn-dense-rank β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 139.90 ms β 139.28 ms β no change β β QQuery 2 β 1976.63 ms β 1957.91 ms β no change β β QQuery 3 β 2597.51 ms β 2774.57 ms β 1.07x slower β β QQuery 4 β 464.49 ms β 448.37 ms β no change β β QQuery 5 β 1246.66 ms β 1230.89 ms β no change β β QQuery 6 β 2889.29 ms β 2867.77 ms β no change β β QQuery 7 β 2632.05 ms β 2647.95 ms β no change β β QQuery 8 β 9522.73 ms β 9478.67 ms β no change β β QQuery 9 β 413.19 ms β 403.21 ms β no change β β QQuery 10 β 537.38 ms β 540.51 ms β no change β β QQuery 11 β 515.82 ms β 513.04 ms β no change β β QQuery 12 β 1069.46 ms β 1081.66 ms β no change β β QQuery 13 β 309.51 ms β 188.20 ms β +1.64x faster β β QQuery 14 β 398.30 ms β 159.92 ms β +2.49x faster β β QQuery 15 β 339.33 ms β 161.54 ms β +2.10x faster β β QQuery 16 β 329.24 ms β 204.81 ms β +1.61x faster β β QQuery 17 β 309.06 ms β 500.74 ms β 1.62x slower β β QQuery 18 β 418.62 ms β 155.64 ms β +2.69x faster β β QQuery 19 β 373.29 ms β 157.84 ms β +2.36x faster β β QQuery 20 β 404.65 ms β 168.67 ms β +2.40x faster β β QQuery 21 β 340.14 ms β 191.72 ms β +1.77x faster β β QQuery 22 β 362.01 ms β 194.66 ms β +1.86x faster β β QQuery 23 β 343.43 ms β 513.71 ms β 1.50x slower β β QQuery 24 β 449.15 ms β 164.73 ms β +2.73x faster β β QQuery 25 β 372.74 ms β 172.98 ms β +2.15x faster β β QQuery 26 β 395.08 ms β 168.96 ms β +2.34x faster β β QQuery 27 β 343.92 ms β 189.73 ms β +1.81x faster β β QQuery 28 β 356.34 ms β 190.04 ms β +1.88x faster β β QQuery 29 β 346.17 ms β 432.66 ms β 1.25x slower β βββββββββββββ΄βββββββββββββ΄βββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 30196.09ms β β Total Time (window-topn-dense-rank) β 28000.38ms β β Average Time (HEAD) β 1041.24ms β β Average Time (window-topn-dense-rank) β 965.53ms β β Queries Faster β 14 β β Queries Slower β 4 β β Queries with No Change β 11 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and window-topn-dense-rank -------------------- Benchmark h2o_window.json -------------------- βββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β window-topn-dense-rank β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 139.90 / 143.66 Β±3.43 / 148.20 ms β 139.28 / 142.80 Β±3.18 / 146.98 ms β no change β β QQuery 2 β 1976.63 / 1980.17 Β±3.94 / 1985.67 ms β 1957.91 / 1962.06 Β±4.13 / 1967.69 ms β no change β β QQuery 3 β 2597.51 / 2749.04 Β±168.11 / 2983.46 ms β 2774.57 / 3113.06 Β±246.04 / 3352.12 ms β 1.13x slower β β QQuery 4 β 464.49 / 501.36 Β±26.07 / 520.05 ms β 448.37 / 481.20 Β±23.41 / 501.32 ms β no change β β QQuery 5 β 1246.66 / 1253.43 Β±7.41 / 1263.75 ms β 1230.89 / 1251.83 Β±15.18 / 1266.37 ms β no change β β QQuery 6 β 2889.29 / 2894.52 Β±7.22 / 2904.73 ms β 2867.77 / 2873.52 Β±4.07 / 2876.71 ms β no change β β QQuery 7 β 2632.05 / 2636.70 Β±4.48 / 2642.75 ms β 2647.95 / 2654.70 Β±6.21 / 2662.94 ms β no change β β QQuery 8 β 9522.73 / 9541.24 Β±13.18 / 9552.40 ms β 9478.67 / 9483.52 Β±3.73 / 9487.74 ms β no change β β QQuery 9 β 413.19 / 431.06 Β±14.26 / 448.09 ms β 403.21 / 448.26 Β±31.89 / 472.65 ms β no change β β QQuery 10 β 537.38 / 556.03 Β±23.46 / 589.13 ms β 540.51 / 547.57 Β±5.56 / 554.08 ms β no change β β QQuery 11 β 515.82 / 529.36 Β±17.49 / 554.05 ms β 513.04 / 539.16 Β±18.57 / 554.65 ms β no change β β QQuery 12 β 1069.46 / 1099.26 Β±25.80 / 1132.40 ms β 1081.66 / 1111.81 Β±31.52 / 1155.31 ms β no change β β QQuery 13 β 309.51 / 323.54 Β±10.12 / 333.00 ms β 188.20 / 195.06 Β±7.86 / 206.06 ms β +1.66x faster β β QQuery 14 β 398.30 / 406.38 Β±7.66 / 416.67 ms β 159.92 / 169.64 Β±13.54 / 188.80 ms β +2.40x faster β β QQuery 15 β 339.33 / 362.11 Β±16.65 / 378.65 ms β 161.54 / 166.26 Β±5.24 / 173.57 ms β +2.18x faster β β QQuery 16 β 329.24 / 348.97 Β±18.51 / 373.73 ms β 204.81 / 210.42 Β±6.58 / 219.65 ms β +1.66x faster β β QQuery 17 β 309.06 / 329.14 Β±16.55 / 349.60 ms β 500.74 / 504.33 Β±3.22 / 508.55 ms β 1.53x slower β β QQuery 18 β 418.62 / 446.08 Β±29.89 / 487.64 ms β 155.64 / 160.35 Β±3.73 / 164.75 ms β +2.78x faster β β QQuery 19 β 373.29 / 382.81 Β±6.92 / 389.52 ms β 157.84 / 167.99 Β±9.39 / 180.48 ms β +2.28x faster β β QQuery 20 β 404.65 / 414.08 Β±11.30 / 429.97 ms β 168.67 / 171.72 Β±3.78 / 177.04 ms β +2.41x faster β β QQuery 21 β 340.14 / 342.90 Β±2.93 / 346.96 ms β 191.72 / 194.52 Β±3.29 / 199.14 ms β +1.76x faster β β QQuery 22 β 362.01 / 366.22 Β±5.86 / 374.50 ms β 194.66 / 200.31 Β±7.07 / 210.29 ms β +1.83x faster β β QQuery 23 β 343.43 / 355.84 Β±12.77 / 373.40 ms β 513.71 / 528.97 Β±14.61 / 548.66 ms β 1.49x slower β β QQuery 24 β 449.15 / 468.43 Β±21.05 / 497.71 ms β 164.73 / 167.90 Β±4.44 / 174.18 ms β +2.79x faster β β QQuery 25 β 372.74 / 383.80 Β±8.07 / 391.78 ms β 172.98 / 177.50 Β±4.04 / 182.80 ms β +2.16x faster β β QQuery 26 β 395.08 / 410.34 Β±18.35 / 436.14 ms β 168.96 / 177.40 Β±6.14 / 183.38 ms β +2.31x faster β β QQuery 27 β 343.92 / 355.08 Β±12.58 / 372.66 ms β 189.73 / 190.84 Β±0.94 / 192.02 ms β +1.86x faster β β QQuery 28 β 356.34 / 367.34 Β±8.91 / 378.15 ms β 190.04 / 204.76 Β±11.52 / 218.17 ms β +1.79x faster β β QQuery 29 β 346.17 / 371.98 Β±20.81 / 397.13 ms β 432.66 / 441.51 Β±7.14 / 450.13 ms β 1.19x slower β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 30750.88ms β β Total Time (window-topn-dense-rank) β 28638.96ms β β Average Time (HEAD) β 1060.38ms β β Average Time (window-topn-dense-rank) β 987.55ms β β Queries Faster β 14 β β Queries Slower β 4 β β Queries with No Change β 11 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **h2o_small_window β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 95.0s | | Peak memory | 4.2 GiB | | Avg memory | 1.0 GiB | | CPU user | 457.0s | | CPU sys | 15.7s | | Peak spill | 0 B | **h2o_small_window β branch** | Metric | Value | |--------|-------| | Wall time | 90.0s | | Peak memory | 4.2 GiB | | Avg memory | 1016.9 MiB | | CPU user | 408.8s | | CPU sys | 13.7s | | 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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