adriangbot commented on PR #24086: URL: https://github.com/apache/datafusion/pull/24086#issuecomment-5184524820
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24086#issuecomment-5184258441) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing claude/datafusion-rowgroup-buffering-ec9abc (7f3e44840d3cc56a9d4158e86280cc29d28add93) to 39d5064 (merge-base) [diff](https://github.com/apache/datafusion/compare/39d50641424dfbc9fadad9cad17619c64d06076b..7f3e44840d3cc56a9d4158e86280cc29d28add93) <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 3900.59 ms β 467.41 ms β +8.35x faster β β QQuery 2 β 3210.96 ms β 957.69 ms β +3.35x faster β β QQuery 3 β 5782.44 ms β 751.84 ms β +7.69x faster β β QQuery 4 β 5368.73 ms β 465.20 ms β +11.54x faster β β QQuery 5 β 5986.25 ms β 1089.65 ms β +5.49x faster β β QQuery 6 β 3832.68 ms β 296.77 ms β +12.91x faster β β QQuery 7 β 5900.76 ms β 1179.67 ms β +5.00x faster β β QQuery 8 β 6433.78 ms β 1439.92 ms β +4.47x faster β β QQuery 9 β 6936.19 ms β 1389.84 ms β +4.99x faster β β QQuery 10 β 5957.43 ms β 829.87 ms β +7.18x faster β β QQuery 11 β 3038.23 ms β 785.43 ms β +3.87x faster β β QQuery 12 β 5271.25 ms β 537.32 ms β +9.81x faster β β QQuery 13 β 1871.62 ms β 584.43 ms β +3.20x faster β β QQuery 14 β 4415.09 ms β 535.54 ms β +8.24x faster β β QQuery 15 β 8064.82 ms β 761.20 ms β +10.59x faster β β QQuery 16 β 1590.15 ms β 499.28 ms β +3.18x faster β β QQuery 17 β 8336.67 ms β 1021.20 ms β +8.16x faster β β QQuery 18 β 9753.62 ms β 1163.87 ms β +8.38x faster β β QQuery 19 β 4215.41 ms β 614.57 ms β +6.86x faster β β QQuery 20 β 5996.39 ms β 1077.24 ms β +5.57x faster β β QQuery 21 β 13365.53 ms β 1293.62 ms β +10.33x faster β β QQuery 22 β 2080.89 ms β 612.51 ms β +3.40x faster β βββββββββββββ΄ββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 121309.44ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 18354.09ms β β Average Time (HEAD) β 5514.07ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 834.28ms 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 3900.59 / 4228.36 Β±202.44 / 4528.59 ms β 467.41 / 491.34 Β±14.48 / 506.87 ms β +8.61x faster β β QQuery 2 β 3210.96 / 3356.41 Β±103.27 / 3514.09 ms β 957.69 / 1027.57 Β±46.75 / 1086.39 ms β +3.27x faster β β QQuery 3 β 5782.44 / 5988.44 Β±190.38 / 6296.91 ms β 751.84 / 775.53 Β±13.14 / 792.28 ms β +7.72x faster β β QQuery 4 β 5368.73 / 5506.73 Β±77.73 / 5584.69 ms β 465.20 / 473.74 Β±7.62 / 487.94 ms β +11.62x faster β β QQuery 5 β 5986.25 / 6270.16 Β±200.65 / 6570.02 ms β 1089.65 / 1182.79 Β±57.97 / 1272.40 ms β +5.30x faster β β QQuery 6 β 3832.68 / 4015.53 Β±104.85 / 4130.60 ms β 296.77 / 312.15 Β±11.04 / 323.24 ms β +12.86x faster β β QQuery 7 β 5900.76 / 6195.42 Β±319.41 / 6805.31 ms β 1179.67 / 1240.76 Β±37.81 / 1289.56 ms β +4.99x faster β β QQuery 8 β 6433.78 / 6615.66 Β±123.32 / 6802.77 ms β 1439.92 / 1495.87 Β±47.38 / 1581.05 ms β +4.42x faster β β QQuery 9 β 6936.19 / 7270.40 Β±251.05 / 7575.14 ms β 1389.84 / 1463.48 Β±37.03 / 1488.73 ms β +4.97x faster β β QQuery 10 β 5957.43 / 6190.80 Β±147.42 / 6376.72 ms β 829.87 / 876.78 Β±52.97 / 973.64 ms β +7.06x faster β β QQuery 11 β 3038.23 / 3216.06 Β±116.72 / 3366.85 ms β 785.43 / 916.30 Β±74.11 / 986.66 ms β +3.51x faster β β QQuery 12 β 5271.25 / 5554.06 Β±142.35 / 5655.11 ms β 537.32 / 549.51 Β±8.33 / 558.65 ms β +10.11x faster β β QQuery 13 β 1871.62 / 1975.37 Β±61.24 / 2060.90 ms β 584.43 / 594.25 Β±10.82 / 614.56 ms β +3.32x faster β β QQuery 14 β 4415.09 / 4609.17 Β±145.74 / 4806.00 ms β 535.54 / 549.64 Β±10.38 / 560.33 ms β +8.39x faster β β QQuery 15 β 8064.82 / 8371.29 Β±199.08 / 8665.02 ms β 761.20 / 824.99 Β±43.79 / 862.46 ms β +10.15x faster β β QQuery 16 β 1590.15 / 1758.15 Β±138.95 / 1941.86 ms β 499.28 / 554.94 Β±36.50 / 614.05 ms β +3.17x faster β β QQuery 17 β 8336.67 / 8809.33 Β±391.05 / 9346.72 ms β 1021.20 / 1040.06 Β±21.33 / 1081.23 ms β +8.47x faster β β QQuery 18 β 9753.62 / 10136.99 Β±436.75 / 10938.03 ms β 1163.87 / 1205.85 Β±36.98 / 1274.35 ms β +8.41x faster β β QQuery 19 β 4215.41 / 4350.47 Β±78.41 / 4423.70 ms β 614.57 / 630.48 Β±16.53 / 655.29 ms β +6.90x faster β β QQuery 20 β 5996.39 / 6214.96 Β±179.71 / 6479.96 ms β 1077.24 / 1093.16 Β±15.45 / 1114.02 ms β +5.69x faster β β QQuery 21 β 13365.53 / 13756.24 Β±295.75 / 14236.69 ms β 1293.62 / 1409.51 Β±81.87 / 1535.82 ms β +9.76x faster β β QQuery 22 β 2080.89 / 2186.84 Β±120.71 / 2418.35 ms β 612.51 / 632.61 Β±10.74 / 642.98 ms β +3.46x faster β βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 126576.88ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 19341.32ms β β Average Time (HEAD) β 5753.49ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 879.15ms 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 | 635.1s | | Peak memory | 4.1 GiB | | Avg memory | 652.6 MiB | | CPU user | 372.8s | | CPU sys | 38.6s | | Peak spill | 0 B | **tpch10 β branch** | Metric | Value | |--------|-------| | Wall time | 100.0s | | Peak memory | 4.3 GiB | | Avg memory | 1.0 GiB | | CPU user | 352.7s | | CPU sys | 26.3s | | 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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