adriangbot commented on PR #22159: URL: https://github.com/apache/datafusion/pull/22159#issuecomment-4450627752
๐ค Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/22159#issuecomment-4450474933) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) <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 gene.bordegaray_2026_05_repartition-grouped-hash-take -------------------- Benchmark tpch_sf10.json -------------------- โโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโ โ Query โ HEAD โ gene.bordegaray_2026_05_repartition-grouped-hash-take โ Change โ โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ โ QQuery 1 โ 351.72 / 357.96 ยฑ6.84 / 368.71 ms โ 353.82 / 355.93 ยฑ2.71 / 361.25 ms โ no change โ โ QQuery 2 โ 998.34 / 1026.65 ยฑ35.24 / 1093.23 ms โ 939.27 / 962.83 ยฑ23.44 / 991.46 ms โ +1.07x faster โ โ QQuery 3 โ 1436.29 / 1465.85 ยฑ27.84 / 1508.40 ms โ 1183.26 / 1261.61 ยฑ47.14 / 1331.44 ms โ +1.16x faster โ โ QQuery 4 โ 685.14 / 726.26 ยฑ34.19 / 786.45 ms โ 606.49 / 626.38 ยฑ17.25 / 655.71 ms โ +1.16x faster โ โ QQuery 5 โ 1791.47 / 1828.81 ยฑ21.90 / 1859.77 ms โ 1506.08 / 1550.43 ยฑ36.69 / 1597.10 ms โ +1.18x faster โ โ QQuery 6 โ 142.57 / 146.89 ยฑ3.97 / 153.97 ms โ 134.70 / 138.07 ยฑ2.21 / 140.78 ms โ +1.06x faster โ โ QQuery 7 โ 2002.90 / 2034.49 ยฑ21.29 / 2059.72 ms โ 1651.25 / 1710.75 ยฑ48.59 / 1757.92 ms โ +1.19x faster โ โ QQuery 8 โ 2295.28 / 2365.09 ยฑ77.48 / 2513.73 ms โ 2011.55 / 2031.28 ยฑ15.88 / 2057.14 ms โ +1.16x faster โ โ QQuery 9 โ 2454.73 / 2501.40 ยฑ30.73 / 2538.20 ms โ 1969.83 / 2002.69 ยฑ29.87 / 2052.03 ms โ +1.25x faster โ โ QQuery 10 โ 1147.47 / 1182.51 ยฑ36.72 / 1251.01 ms โ 1071.11 / 1123.17 ยฑ33.57 / 1169.92 ms โ +1.05x faster โ โ QQuery 11 โ 701.64 / 743.29 ยฑ35.79 / 802.63 ms โ 668.71 / 689.44 ยฑ11.26 / 699.04 ms โ +1.08x faster โ โ QQuery 12 โ 589.16 / 610.33 ยฑ26.25 / 656.86 ms โ 579.18 / 593.08 ยฑ18.20 / 628.97 ms โ no change โ โ QQuery 13 โ 610.64 / 630.29 ยฑ14.33 / 650.92 ms โ 595.76 / 603.65 ยฑ5.38 / 611.65 ms โ no change โ โ QQuery 14 โ 455.16 / 473.19 ยฑ20.62 / 511.36 ms โ 446.54 / 482.04 ยฑ22.93 / 502.24 ms โ no change โ โ QQuery 15 โ 416.84 / 428.62 ยฑ9.29 / 440.67 ms โ 403.54 / 418.28 ยฑ9.95 / 430.73 ms โ no change โ โ QQuery 16 โ 481.85 / 512.16 ยฑ20.80 / 532.05 ms โ 456.27 / 483.80 ยฑ24.20 / 515.32 ms โ +1.06x faster โ โ QQuery 17 โ 2986.56 / 3029.71 ยฑ43.24 / 3103.29 ms โ 2565.62 / 2608.58 ยฑ57.62 / 2720.85 ms โ +1.16x faster โ โ QQuery 18 โ 2490.45 / 2565.73 ยฑ62.26 / 2670.34 ms โ 1977.25 / 2012.98 ยฑ36.78 / 2081.13 ms โ +1.27x faster โ โ QQuery 19 โ 666.33 / 690.44 ยฑ16.09 / 714.04 ms โ 646.61 / 668.39 ยฑ14.60 / 691.56 ms โ no change โ โ QQuery 20 โ 1498.97 / 1532.48 ยฑ31.27 / 1577.61 ms โ 1415.91 / 1461.18 ยฑ33.79 / 1503.82 ms โ no change โ โ QQuery 21 โ 3163.93 / 3180.51 ยฑ17.29 / 3211.14 ms โ 2449.73 / 2526.09 ยฑ59.40 / 2604.12 ms โ +1.26x faster โ โ QQuery 22 โ 445.92 / 458.13 ยฑ12.16 / 476.40 ms โ 435.30 / 447.41 ยฑ6.68 / 454.08 ms โ no change โ โโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโ โ Benchmark Summary โ โ โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ โ Total Time (HEAD) โ 28490.79ms โ โ Total Time (gene.bordegaray_2026_05_repartition-grouped-hash-take) โ 24758.05ms โ โ Average Time (HEAD) โ 1295.04ms โ โ Average Time (gene.bordegaray_2026_05_repartition-grouped-hash-take) โ 1125.37ms โ โ Queries Faster โ 14 โ โ Queries Slower โ 0 โ โ Queries with No Change โ 8 โ โ Queries with Failure โ 0 โ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโ ``` </p> </details> <details><summary>Resource Usage</summary> **tpch10 โ base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 145.0s | | Peak memory | 13.2 GiB | | Avg memory | 11.0 GiB | | CPU user | 1500.1s | | CPU sys | 38.8s | | Peak spill | 0 B | **tpch10 โ branch** | Metric | Value | |--------|-------| | Wall time | 125.0s | | Peak memory | 15.9 GiB | | Avg memory | 11.4 GiB | | CPU user | 1278.7s | | CPU sys | 44.0s | | 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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