adriangbot commented on PR #24086: URL: https://github.com/apache/datafusion/pull/24086#issuecomment-5841259150
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24086#issuecomment-5841165191) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing claude/datafusion-rowgroup-buffering-ec9abc (32fdd03699399bf81e8b91f882ae05d7a32f3c5b) to e8e41ae (merge-base) [diff](https://github.com/apache/datafusion/compare/e8e41ae958a5e6856ab9b0e7d8fb5deece0a9e91..32fdd03699399bf81e8b91f882ae05d7a32f3c5b) <details><summary>Run configuration</summary> ```yaml run benchmark tpch env: DF_FETCH_BUDGET: "104857600" DF_FETCH_POLICY: "streaming" SIMULATE_LATENCY: "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 claude_datafusion-rowgroup-buffering-ec9abc -------------------- Benchmark tpch_sf1.json -------------------- βββββββββββββ³βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β claude_datafusion-rowgroup-buffering-ec9abc β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 539.55 ms β 213.90 ms β +2.52x faster β β QQuery 2 β 812.14 ms β 760.95 ms β +1.07x faster β β QQuery 3 β 972.97 ms β 507.50 ms β +1.92x faster β β QQuery 4 β 721.65 ms β 396.58 ms β +1.82x faster β β QQuery 5 β 855.77 ms β 523.24 ms β +1.64x faster β β QQuery 6 β 549.57 ms β 194.19 ms β +2.83x faster β β QQuery 7 β 1086.55 ms β 566.63 ms β +1.92x faster β β QQuery 8 β 1087.67 ms β 715.14 ms β +1.52x faster β β QQuery 9 β 1119.36 ms β 836.02 ms β +1.34x faster β β QQuery 10 β 898.74 ms β 523.21 ms β +1.72x faster β β QQuery 11 β 671.96 ms β 615.19 ms β +1.09x faster β β QQuery 12 β 768.74 ms β 397.94 ms β +1.93x faster β β QQuery 13 β 404.94 ms β 324.24 ms β +1.25x faster β β QQuery 14 β 622.10 ms β 233.55 ms β +2.66x faster β β QQuery 15 β 1133.04 ms β 440.16 ms β +2.57x faster β β QQuery 16 β 339.27 ms β 267.04 ms β +1.27x faster β β QQuery 17 β 1094.75 ms β 510.79 ms β +2.14x faster β β QQuery 18 β 1471.54 ms β 799.78 ms β +1.84x faster β β QQuery 19 β 633.59 ms β 283.52 ms β +2.23x faster β β QQuery 20 β 881.47 ms β 444.98 ms β +1.98x faster β β QQuery 21 β 2059.61 ms β 851.81 ms β +2.42x faster β β QQuery 22 β 498.02 ms β 496.84 ms β no change β βββββββββββββ΄βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 19223.01ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 10903.21ms β β Average Time (HEAD) β 873.77ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 495.60ms β β Queries Faster β 21 β β Queries Slower β 0 β β Queries with No Change β 1 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and claude_datafusion-rowgroup-buffering-ec9abc -------------------- Benchmark tpch_sf1.json -------------------- βββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β claude_datafusion-rowgroup-buffering-ec9abc β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 539.55 / 608.38 Β±46.46 / 666.03 ms β 213.90 / 226.47 Β±9.46 / 234.53 ms β +2.69x faster β β QQuery 2 β 812.14 / 874.13 Β±75.54 / 978.57 ms β 760.95 / 803.28 Β±37.85 / 866.08 ms β +1.09x faster β β QQuery 3 β 972.97 / 994.64 Β±24.00 / 1032.09 ms β 507.50 / 559.41 Β±37.78 / 608.64 ms β +1.78x faster β β QQuery 4 β 721.65 / 831.97 Β±63.99 / 902.55 ms β 396.58 / 402.41 Β±8.88 / 420.04 ms β +2.07x faster β β QQuery 5 β 855.77 / 975.49 Β±106.01 / 1132.24 ms β 523.24 / 573.26 Β±31.04 / 614.99 ms β +1.70x faster β β QQuery 6 β 549.57 / 629.85 Β±45.41 / 687.64 ms β 194.19 / 206.48 Β±10.00 / 215.54 ms β +3.05x faster β β QQuery 7 β 1086.55 / 1135.72 Β±55.11 / 1241.00 ms β 566.63 / 672.68 Β±66.43 / 747.95 ms β +1.69x faster β β QQuery 8 β 1087.67 / 1172.46 Β±75.55 / 1309.33 ms β 715.14 / 766.17 Β±37.76 / 808.03 ms β +1.53x faster β β QQuery 9 β 1119.36 / 1227.24 Β±60.50 / 1289.61 ms β 836.02 / 858.88 Β±19.35 / 884.10 ms β +1.43x faster β β QQuery 10 β 898.74 / 964.96 Β±44.31 / 1026.47 ms β 523.21 / 551.91 Β±25.12 / 589.19 ms β +1.75x faster β β QQuery 11 β 671.96 / 824.86 Β±86.21 / 897.18 ms β 615.19 / 692.70 Β±44.89 / 755.09 ms β +1.19x faster β β QQuery 12 β 768.74 / 825.50 Β±48.91 / 907.47 ms β 397.94 / 406.74 Β±9.67 / 425.40 ms β +2.03x faster β β QQuery 13 β 404.94 / 447.23 Β±36.70 / 494.52 ms β 324.24 / 374.17 Β±35.75 / 422.47 ms β +1.20x faster β β QQuery 14 β 622.10 / 701.48 Β±50.30 / 756.81 ms β 233.55 / 328.06 Β±57.85 / 407.62 ms β +2.14x faster β β QQuery 15 β 1133.04 / 1239.23 Β±68.35 / 1332.57 ms β 440.16 / 538.73 Β±80.82 / 613.73 ms β +2.30x faster β β QQuery 16 β 339.27 / 405.00 Β±44.83 / 478.04 ms β 267.04 / 330.06 Β±59.57 / 403.63 ms β +1.23x faster β β QQuery 17 β 1094.75 / 1283.01 Β±122.41 / 1476.55 ms β 510.79 / 561.38 Β±36.26 / 622.71 ms β +2.29x faster β β QQuery 18 β 1471.54 / 1607.52 Β±115.02 / 1751.67 ms β 799.78 / 804.26 Β±3.16 / 809.50 ms β +2.00x faster β β QQuery 19 β 633.59 / 670.10 Β±33.78 / 711.64 ms β 283.52 / 340.79 Β±39.81 / 407.60 ms β +1.97x faster β β QQuery 20 β 881.47 / 1012.57 Β±82.13 / 1130.26 ms β 444.98 / 519.40 Β±57.73 / 615.78 ms β +1.95x faster β β QQuery 21 β 2059.61 / 2163.62 Β±57.02 / 2225.14 ms β 851.81 / 866.87 Β±12.35 / 879.93 ms β +2.50x faster β β QQuery 22 β 498.02 / 535.16 Β±37.15 / 582.21 ms β 496.84 / 498.79 Β±1.79 / 501.56 ms β +1.07x faster β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 21130.12ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 11882.92ms β β Average Time (HEAD) β 960.46ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 540.13ms β β Queries Faster β 22 β β Queries Slower β 0 β β Queries with No Change β 0 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **tpch β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 110.0s | | Peak memory | 856.4 MiB | | Avg memory | 415.4 MiB | | CPU user | 29.3s | | CPU sys | 3.7s | | Peak spill | 0 B | **tpch β branch** | Metric | Value | |--------|-------| | Wall time | 65.0s | | Peak memory | 944.0 MiB | | Avg memory | 435.6 MiB | | CPU user | 29.1s | | CPU sys | 3.4s | | 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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