adriangbot commented on PR #24086: URL: https://github.com/apache/datafusion/pull/24086#issuecomment-5805151834
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24086#issuecomment-5804903650) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing claude/datafusion-rowgroup-buffering-ec9abc (16c5ba361926e9f6f93860b5254e1cc0c2d6da12) to 95bb0a0 (merge-base) [diff](https://github.com/apache/datafusion/compare/95bb0a0dfa48ca20d017faa55b2fc96ee2f300fe..16c5ba361926e9f6f93860b5254e1cc0c2d6da12) <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 3857.72 ms β 498.19 ms β +7.74x faster β β QQuery 2 β 3103.45 ms β 838.18 ms β +3.70x faster β β QQuery 3 β 5642.24 ms β 764.78 ms β +7.38x faster β β QQuery 4 β 5414.73 ms β 470.98 ms β +11.50x faster β β QQuery 5 β 5977.18 ms β 1003.30 ms β +5.96x faster β β QQuery 6 β 3764.03 ms β 298.34 ms β +12.62x faster β β QQuery 7 β 5795.72 ms β 1038.20 ms β +5.58x faster β β QQuery 8 β 5792.68 ms β 1048.50 ms β +5.52x faster β β QQuery 9 β 6964.19 ms β 1068.07 ms β +6.52x faster β β QQuery 10 β 5760.34 ms β 828.33 ms β +6.95x faster β β QQuery 11 β 2756.90 ms β 668.47 ms β +4.12x faster β β QQuery 12 β 5065.23 ms β 507.73 ms β +9.98x faster β β QQuery 13 β 1823.38 ms β 576.61 ms β +3.16x faster β β QQuery 14 β 4186.64 ms β 533.17 ms β +7.85x faster β β QQuery 15 β 8258.14 ms β 779.25 ms β +10.60x faster β β QQuery 16 β 1690.28 ms β 499.80 ms β +3.38x faster β β QQuery 17 β 8367.39 ms β 990.86 ms β +8.44x faster β β QQuery 18 β 9869.70 ms β 1176.41 ms β +8.39x faster β β QQuery 19 β 4167.69 ms β 617.65 ms β +6.75x faster β β QQuery 20 β 5454.60 ms β 788.58 ms β +6.92x faster β β QQuery 21 β 13297.92 ms β 1317.98 ms β +10.09x faster β β QQuery 22 β 2183.50 ms β 612.72 ms β +3.56x faster β βββββββββββββ΄ββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 119193.65ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 16926.09ms β β Average Time (HEAD) β 5417.89ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 769.37ms 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 -------------------- βββββββββββββ³βββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββββββ β Query β HEAD β claude_datafusion-rowgroup-buffering-ec9abc β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 3857.72 / 4013.36 Β±88.36 / 4131.49 ms β 498.19 / 510.07 Β±8.21 / 518.57 ms β +7.87x faster β β QQuery 2 β 3103.45 / 3277.31 Β±130.30 / 3448.77 ms β 838.18 / 931.07 Β±75.27 / 1047.54 ms β +3.52x faster β β QQuery 3 β 5642.24 / 5894.83 Β±219.13 / 6244.21 ms β 764.78 / 779.54 Β±18.61 / 814.21 ms β +7.56x faster β β QQuery 4 β 5414.73 / 5664.94 Β±145.17 / 5825.04 ms β 470.98 / 475.75 Β±7.33 / 490.32 ms β +11.91x faster β β QQuery 5 β 5977.18 / 6249.98 Β±200.41 / 6536.72 ms β 1003.30 / 1083.09 Β±54.73 / 1173.19 ms β +5.77x faster β β QQuery 6 β 3764.03 / 4039.84 Β±208.75 / 4280.48 ms β 298.34 / 312.56 Β±10.69 / 324.10 ms β +12.93x faster β β QQuery 7 β 5795.72 / 6039.93 Β±248.38 / 6492.51 ms β 1038.20 / 1051.40 Β±7.78 / 1061.56 ms β +5.74x faster β β QQuery 8 β 5792.68 / 6234.35 Β±239.51 / 6450.71 ms β 1048.50 / 1117.06 Β±64.81 / 1232.81 ms β +5.58x faster β β QQuery 9 β 6964.19 / 7055.76 Β±128.77 / 7309.05 ms β 1068.07 / 1173.31 Β±73.57 / 1247.53 ms β +6.01x faster β β QQuery 10 β 5760.34 / 5940.74 Β±135.22 / 6142.09 ms β 828.33 / 862.51 Β±48.10 / 957.35 ms β +6.89x faster β β QQuery 11 β 2756.90 / 3074.66 Β±183.43 / 3227.70 ms β 668.47 / 739.80 Β±38.96 / 779.32 ms β +4.16x faster β β QQuery 12 β 5065.23 / 5425.53 Β±216.94 / 5655.71 ms β 507.73 / 514.93 Β±8.41 / 531.36 ms β +10.54x faster β β QQuery 13 β 1823.38 / 1945.81 Β±115.79 / 2128.42 ms β 576.61 / 597.22 Β±15.23 / 618.02 ms β +3.26x faster β β QQuery 14 β 4186.64 / 4358.79 Β±177.71 / 4608.44 ms β 533.17 / 542.74 Β±10.07 / 559.41 ms β +8.03x faster β β QQuery 15 β 8258.14 / 8454.68 Β±232.02 / 8899.50 ms β 779.25 / 828.27 Β±36.35 / 874.22 ms β +10.21x faster β β QQuery 16 β 1690.28 / 1758.42 Β±87.32 / 1923.49 ms β 499.80 / 559.64 Β±40.97 / 628.44 ms β +3.14x faster β β QQuery 17 β 8367.39 / 8680.25 Β±242.22 / 9101.56 ms β 990.86 / 1005.61 Β±12.27 / 1027.79 ms β +8.63x faster β β QQuery 18 β 9869.70 / 10228.73 Β±284.37 / 10470.89 ms β 1176.41 / 1262.84 Β±75.60 / 1357.75 ms β +8.10x faster β β QQuery 19 β 4167.69 / 4479.09 Β±231.51 / 4758.79 ms β 617.65 / 637.51 Β±11.10 / 648.75 ms β +7.03x faster β β QQuery 20 β 5454.60 / 5780.14 Β±230.63 / 6069.45 ms β 788.58 / 808.75 Β±13.46 / 828.27 ms β +7.15x faster β β QQuery 21 β 13297.92 / 13407.08 Β±72.03 / 13515.42 ms β 1317.98 / 1406.86 Β±80.65 / 1529.87 ms β +9.53x faster β β QQuery 22 β 2183.50 / 2263.71 Β±95.42 / 2440.63 ms β 612.72 / 633.03 Β±10.80 / 643.43 ms β +3.58x faster β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 124267.94ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 17833.55ms β β Average Time (HEAD) β 5648.54ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 810.62ms 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 | 4.0 GiB | | Avg memory | 657.2 MiB | | CPU user | 357.7s | | CPU sys | 35.3s | | Peak spill | 0 B | **tpch10 β branch** | Metric | Value | |--------|-------| | Wall time | 95.0s | | Peak memory | 3.6 GiB | | Avg memory | 1.1 GiB | | CPU user | 350.5s | | CPU sys | 24.0s | | 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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