adriangbot commented on PR #24086: URL: https://github.com/apache/datafusion/pull/24086#issuecomment-5839348931
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24086#issuecomment-5839019175) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing claude/datafusion-rowgroup-buffering-ec9abc (2a25ca18c470f2210dfb3c1e2ac13425947836a0) to 95bb0a0 (merge-base) [diff](https://github.com/apache/datafusion/compare/95bb0a0dfa48ca20d017faa55b2fc96ee2f300fe..2a25ca18c470f2210dfb3c1e2ac13425947836a0) <details><summary>Run configuration</summary> ```yaml run benchmark tpch10 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_sf10.json -------------------- βββββββββββββ³ββββββββββββββ³ββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββββββ β Query β HEAD β claude_datafusion-rowgroup-buffering-ec9abc β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 4042.54 ms β 504.05 ms β +8.02x faster β β QQuery 2 β 3201.47 ms β 799.52 ms β +4.00x faster β β QQuery 3 β 5605.34 ms β 760.90 ms β +7.37x faster β β QQuery 4 β 5393.38 ms β 471.28 ms β +11.44x faster β β QQuery 5 β 5751.17 ms β 961.85 ms β +5.98x faster β β QQuery 6 β 3806.33 ms β 313.24 ms β +12.15x faster β β QQuery 7 β 5504.88 ms β 1007.07 ms β +5.47x faster β β QQuery 8 β 5847.93 ms β 1060.30 ms β +5.52x faster β β QQuery 9 β 7086.73 ms β 1154.60 ms β +6.14x faster β β QQuery 10 β 5620.67 ms β 831.10 ms β +6.76x faster β β QQuery 11 β 2929.94 ms β 666.45 ms β +4.40x faster β β QQuery 12 β 5196.53 ms β 515.40 ms β +10.08x faster β β QQuery 13 β 1702.46 ms β 591.32 ms β +2.88x faster β β QQuery 14 β 4129.33 ms β 537.47 ms β +7.68x faster β β QQuery 15 β 7969.11 ms β 772.15 ms β +10.32x faster β β QQuery 16 β 1700.95 ms β 515.02 ms β +3.30x faster β β QQuery 17 β 8432.13 ms β 1022.26 ms β +8.25x faster β β QQuery 18 β 9679.29 ms β 1182.17 ms β +8.19x faster β β QQuery 19 β 4111.63 ms β 605.03 ms β +6.80x faster β β QQuery 20 β 5725.67 ms β 792.95 ms β +7.22x faster β β QQuery 21 β 13565.64 ms β 1337.75 ms β +10.14x faster β β QQuery 22 β 2041.11 ms β 616.90 ms β +3.31x faster β βββββββββββββ΄ββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 119044.23ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 17018.77ms β β Average Time (HEAD) β 5411.10ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 773.58ms 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΄ββββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and claude_datafusion-rowgroup-buffering-ec9abc -------------------- Benchmark tpch_sf10.json -------------------- βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββββββ β Query β HEAD β claude_datafusion-rowgroup-buffering-ec9abc β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 4042.54 / 4237.91 Β±145.37 / 4450.59 ms β 504.05 / 532.46 Β±17.72 / 551.43 ms β +7.96x faster β β QQuery 2 β 3201.47 / 3392.87 Β±99.43 / 3472.63 ms β 799.52 / 922.19 Β±68.25 / 991.34 ms β +3.68x faster β β QQuery 3 β 5605.34 / 5892.99 Β±187.17 / 6103.88 ms β 760.90 / 777.19 Β±9.99 / 790.51 ms β +7.58x faster β β QQuery 4 β 5393.38 / 5560.73 Β±108.42 / 5684.78 ms β 471.28 / 480.51 Β±9.49 / 495.42 ms β +11.57x faster β β QQuery 5 β 5751.17 / 6018.03 Β±156.86 / 6170.68 ms β 961.85 / 1086.04 Β±68.46 / 1168.74 ms β +5.54x faster β β QQuery 6 β 3806.33 / 3904.12 Β±85.32 / 4014.59 ms β 313.24 / 327.37 Β±11.47 / 337.11 ms β +11.93x faster β β QQuery 7 β 5504.88 / 5811.97 Β±203.37 / 6128.80 ms β 1007.07 / 1095.35 Β±75.54 / 1191.86 ms β +5.31x faster β β QQuery 8 β 5847.93 / 6155.62 Β±198.03 / 6407.04 ms β 1060.30 / 1121.25 Β±72.05 / 1260.86 ms β +5.49x faster β β QQuery 9 β 7086.73 / 7198.58 Β±85.98 / 7289.08 ms β 1154.60 / 1209.21 Β±41.97 / 1264.21 ms β +5.95x faster β β QQuery 10 β 5620.67 / 6090.02 Β±278.01 / 6375.56 ms β 831.10 / 868.43 Β±53.16 / 973.71 ms β +7.01x faster β β QQuery 11 β 2929.94 / 3118.24 Β±100.96 / 3213.33 ms β 666.45 / 744.14 Β±39.92 / 772.09 ms β +4.19x faster β β QQuery 12 β 5196.53 / 5391.43 Β±135.90 / 5611.56 ms β 515.40 / 532.44 Β±11.84 / 550.07 ms β +10.13x faster β β QQuery 13 β 1702.46 / 1916.83 Β±175.14 / 2181.19 ms β 591.32 / 607.11 Β±15.97 / 637.57 ms β +3.16x faster β β QQuery 14 β 4129.33 / 4376.38 Β±185.08 / 4612.34 ms β 537.47 / 549.21 Β±10.10 / 563.60 ms β +7.97x faster β β QQuery 15 β 7969.11 / 8368.17 Β±281.08 / 8709.12 ms β 772.15 / 835.79 Β±41.43 / 887.59 ms β +10.01x faster β β QQuery 16 β 1700.95 / 1819.06 Β±113.78 / 1963.23 ms β 515.02 / 559.55 Β±30.93 / 612.01 ms β +3.25x faster β β QQuery 17 β 8432.13 / 8631.58 Β±137.86 / 8834.77 ms β 1022.26 / 1057.59 Β±39.09 / 1131.79 ms β +8.16x faster β β QQuery 18 β 9679.29 / 10037.07 Β±261.98 / 10410.54 ms β 1182.17 / 1235.38 Β±38.20 / 1301.72 ms β +8.12x faster β β QQuery 19 β 4111.63 / 4347.12 Β±167.00 / 4554.11 ms β 605.03 / 629.48 Β±16.08 / 650.60 ms β +6.91x faster β β QQuery 20 β 5725.67 / 5990.38 Β±176.38 / 6202.91 ms β 792.95 / 813.94 Β±20.40 / 849.94 ms β +7.36x faster β β QQuery 21 β 13565.64 / 13854.01 Β±206.88 / 14113.61 ms β 1337.75 / 1429.52 Β±81.98 / 1576.27 ms β +9.69x faster β β QQuery 22 β 2041.11 / 2191.57 Β±90.63 / 2291.82 ms β 616.90 / 634.56 Β±11.29 / 652.52 ms β +3.45x faster β βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 124304.70ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 18048.70ms β β Average Time (HEAD) β 5650.21ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 820.40ms 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΄ββββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **tpch10 β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 625.1s | | Peak memory | 3.8 GiB | | Avg memory | 651.2 MiB | | CPU user | 358.7s | | CPU sys | 37.6s | | Peak spill | 0 B | **tpch10 β branch** | Metric | Value | |--------|-------| | Wall time | 95.0s | | Peak memory | 4.1 GiB | | Avg memory | 1.1 GiB | | CPU user | 358.1s | | CPU sys | 27.4s | | 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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