adriangbot commented on PR #24086: URL: https://github.com/apache/datafusion/pull/24086#issuecomment-5897501137
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24086#issuecomment-5897086822) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing claude/datafusion-rowgroup-buffering-ec9abc (02429ca57056bfcbff5e0da06c66dfe1aa89ea70) to 953518c (merge-base) [diff](https://github.com/apache/datafusion/compare/953518cb503c329bd871bfb155845ee9430240ff..02429ca57056bfcbff5e0da06c66dfe1aa89ea70) <details><summary>Run configuration</summary> ```yaml run benchmark clickbench_partitioned env: DATAFUSION_EXECUTION_PARQUET_PUSHDOWN_FILTERS: "true" SIMULATE_LATENCY: "true" changed: env: DATAFUSION_EXECUTION_PARQUET_READ_AHEAD_BYTES: "104857600" ``` </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 clickbench_partitioned.json -------------------- βββββββββββββ³βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββββββ β Query β HEAD β claude_datafusion-rowgroup-buffering-ec9abc β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 0 β 1.27 ms β 1.22 ms β no change β β QQuery 1 β 1785.55 ms β 759.01 ms β +2.35x faster β β QQuery 2 β 1970.92 ms β 732.90 ms β +2.69x faster β β QQuery 3 β 2049.12 ms β 732.66 ms β +2.80x faster β β QQuery 4 β 2307.88 ms β 860.87 ms β +2.68x faster β β QQuery 5 β 2235.77 ms β 989.65 ms β +2.26x faster β β QQuery 6 β 1.30 ms β 1.29 ms β no change β β QQuery 7 β 1858.08 ms β 648.51 ms β +2.87x faster β β QQuery 8 β 2474.48 ms β 986.26 ms β +2.51x faster β β QQuery 9 β 2426.87 ms β 1269.46 ms β +1.91x faster β β QQuery 10 β 4360.80 ms β 754.84 ms β +5.78x faster β β QQuery 11 β 4173.81 ms β 787.09 ms β +5.30x faster β β QQuery 12 β 2258.32 ms β 1116.24 ms β +2.02x faster β β QQuery 13 β 4507.09 ms β 1076.54 ms β +4.19x faster β β QQuery 14 β 4426.07 ms β 1033.44 ms β +4.28x faster β β QQuery 15 β 2390.88 ms β 938.88 ms β +2.55x faster β β QQuery 16 β 2464.59 ms β 1227.61 ms β +2.01x faster β β QQuery 17 β 2641.59 ms β 1295.27 ms β +2.04x faster β β QQuery 18 β 3078.39 ms β 1875.60 ms β +1.64x faster β β QQuery 19 β 1712.09 ms β 681.82 ms β +2.51x faster β β QQuery 20 β 2664.01 ms β 1195.01 ms β +2.23x faster β β QQuery 21 β 4873.24 ms β 1302.45 ms β +3.74x faster β β QQuery 22 β 8021.01 ms β 1800.83 ms β +4.45x faster β β QQuery 23 β 1058.51 ms β 551.35 ms β +1.92x faster β β QQuery 24 β 659.81 ms β 255.45 ms β +2.58x faster β β QQuery 25 β 2203.68 ms β 886.19 ms β +2.49x faster β β QQuery 26 β 784.50 ms β 270.73 ms β +2.90x faster β β QQuery 27 β 4176.65 ms β 1496.15 ms β +2.79x faster β β QQuery 28 β 4926.80 ms β 3874.84 ms β +1.27x faster β β QQuery 29 β 2212.40 ms β 676.64 ms β +3.27x faster β β QQuery 30 β 4167.61 ms β 1026.77 ms β +4.06x faster β β QQuery 31 β 4379.66 ms β 897.22 ms β +4.88x faster β β QQuery 32 β 2569.44 ms β 1144.95 ms β +2.24x faster β β QQuery 33 β 3396.85 ms β 2072.22 ms β +1.64x faster β β QQuery 34 β 3399.00 ms β 2142.79 ms β +1.59x faster β β QQuery 35 β 2313.45 ms β 958.31 ms β +2.41x faster β β QQuery 36 β 549.66 ms β 134.47 ms β +4.09x faster β β QQuery 37 β 790.19 ms β 91.50 ms β +8.64x faster β β QQuery 38 β 569.27 ms β 73.08 ms β +7.79x faster β β QQuery 39 β 729.34 ms β 181.24 ms β +4.02x faster β β QQuery 40 β 627.17 ms β 132.11 ms β +4.75x faster β β QQuery 41 β 471.42 ms β 113.29 ms β +4.16x faster β β QQuery 42 β 585.71 ms β 42.94 ms β +13.64x faster β βββββββββββββ΄βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 105254.23ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 39089.70ms β β Average Time (HEAD) β 2447.77ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 909.06ms β β Queries Faster β 41 β β Queries Slower β 0 β β Queries with No Change β 2 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 clickbench_partitioned.json -------------------- βββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β claude_datafusion-rowgroup-buffering-ec9abc β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 0 β 1.27 / 4.22 Β±5.72 / 15.65 ms β 1.22 / 4.14 Β±5.68 / 15.49 ms β no change β β QQuery 1 β 1785.55 / 1965.41 Β±95.10 / 2058.81 ms β 759.01 / 783.14 Β±19.68 / 812.01 ms β +2.51x faster β β QQuery 2 β 1970.92 / 2198.81 Β±170.27 / 2494.95 ms β 732.90 / 812.56 Β±43.43 / 856.55 ms β +2.71x faster β β QQuery 3 β 2049.12 / 2197.76 Β±84.83 / 2303.11 ms β 732.66 / 805.42 Β±56.25 / 867.69 ms β +2.73x faster β β QQuery 4 β 2307.88 / 2397.94 Β±79.92 / 2520.94 ms β 860.87 / 939.94 Β±65.68 / 1017.61 ms β +2.55x faster β β QQuery 5 β 2235.77 / 2347.41 Β±76.91 / 2464.48 ms β 989.65 / 1015.61 Β±29.07 / 1064.48 ms β +2.31x faster β β QQuery 6 β 1.30 / 1.49 Β±0.25 / 1.99 ms β 1.29 / 1.44 Β±0.23 / 1.90 ms β no change β β QQuery 7 β 1858.08 / 1898.96 Β±31.10 / 1948.81 ms β 648.51 / 726.68 Β±53.89 / 793.72 ms β +2.61x faster β β QQuery 8 β 2474.48 / 2559.04 Β±65.86 / 2653.10 ms β 986.26 / 1049.17 Β±41.28 / 1104.66 ms β +2.44x faster β β QQuery 9 β 2426.87 / 2653.19 Β±115.48 / 2748.48 ms β 1269.46 / 1298.16 Β±17.25 / 1322.26 ms β +2.04x faster β β QQuery 10 β 4360.80 / 4455.22 Β±95.21 / 4621.32 ms β 754.84 / 803.51 Β±39.13 / 867.17 ms β +5.54x faster β β QQuery 11 β 4173.81 / 4492.82 Β±186.31 / 4741.40 ms β 787.09 / 832.93 Β±37.29 / 899.94 ms β +5.39x faster β β QQuery 12 β 2258.32 / 2371.75 Β±67.21 / 2460.44 ms β 1116.24 / 1145.26 Β±24.44 / 1178.37 ms β +2.07x faster β β QQuery 13 β 4507.09 / 4653.65 Β±109.38 / 4815.62 ms β 1076.54 / 1173.68 Β±64.28 / 1250.80 ms β +3.97x faster β β QQuery 14 β 4426.07 / 4577.57 Β±159.81 / 4873.18 ms β 1033.44 / 1102.35 Β±35.60 / 1130.92 ms β +4.15x faster β β QQuery 15 β 2390.88 / 2464.16 Β±66.03 / 2558.55 ms β 938.88 / 983.84 Β±28.74 / 1021.51 ms β +2.50x faster β β QQuery 16 β 2464.59 / 2701.19 Β±138.93 / 2857.46 ms β 1227.61 / 1318.81 Β±61.60 / 1392.34 ms β +2.05x faster β β QQuery 17 β 2641.59 / 2791.00 Β±96.04 / 2925.88 ms β 1295.27 / 1340.45 Β±48.78 / 1429.92 ms β +2.08x faster β β QQuery 18 β 3078.39 / 3203.08 Β±104.98 / 3341.06 ms β 1875.60 / 1931.77 Β±37.91 / 1986.72 ms β +1.66x faster β β QQuery 19 β 1712.09 / 1782.47 Β±58.10 / 1862.76 ms β 681.82 / 742.95 Β±42.19 / 800.93 ms β +2.40x faster β β QQuery 20 β 2664.01 / 2772.19 Β±63.00 / 2840.11 ms β 1195.01 / 1335.99 Β±75.96 / 1406.79 ms β +2.08x faster β β QQuery 21 β 4873.24 / 4906.72 Β±35.38 / 4971.90 ms β 1302.45 / 1392.49 Β±46.90 / 1431.51 ms β +3.52x faster β β QQuery 22 β 8021.01 / 8347.92 Β±218.58 / 8634.76 ms β 1800.83 / 1848.25 Β±44.19 / 1918.78 ms β +4.52x faster β β QQuery 23 β 1058.51 / 1272.20 Β±113.73 / 1385.31 ms β 551.35 / 652.21 Β±65.48 / 724.47 ms β +1.95x faster β β QQuery 24 β 659.81 / 834.68 Β±138.76 / 1013.88 ms β 255.45 / 349.39 Β±53.44 / 417.94 ms β +2.39x faster β β QQuery 25 β 2203.68 / 2347.57 Β±118.24 / 2522.18 ms β 886.19 / 936.44 Β±35.26 / 991.67 ms β +2.51x faster β β QQuery 26 β 784.50 / 888.11 Β±61.63 / 975.61 ms β 270.73 / 321.89 Β±38.81 / 384.31 ms β +2.76x faster β β QQuery 27 β 4176.65 / 4274.87 Β±83.27 / 4407.53 ms β 1496.15 / 1551.28 Β±62.20 / 1661.75 ms β +2.76x faster β β QQuery 28 β 4926.80 / 5094.33 Β±142.73 / 5269.30 ms β 3874.84 / 3979.77 Β±68.06 / 4065.36 ms β +1.28x faster β β QQuery 29 β 2212.40 / 2297.35 Β±52.01 / 2372.14 ms β 676.64 / 788.07 Β±67.78 / 882.52 ms β +2.92x faster β β QQuery 30 β 4167.61 / 4509.64 Β±217.42 / 4835.23 ms β 1026.77 / 1081.90 Β±63.78 / 1189.09 ms β +4.17x faster β β QQuery 31 β 4379.66 / 4589.27 Β±120.85 / 4756.96 ms β 897.22 / 989.46 Β±53.36 / 1054.33 ms β +4.64x faster β β QQuery 32 β 2569.44 / 2615.27 Β±50.99 / 2710.97 ms β 1144.95 / 1253.99 Β±59.38 / 1306.19 ms β +2.09x faster β β QQuery 33 β 3396.85 / 3500.93 Β±74.37 / 3589.76 ms β 2072.22 / 2160.57 Β±51.93 / 2229.72 ms β +1.62x faster β β QQuery 34 β 3399.00 / 3483.48 Β±73.60 / 3618.07 ms β 2142.79 / 2217.75 Β±38.77 / 2249.75 ms β +1.57x faster β β QQuery 35 β 2313.45 / 2374.49 Β±40.25 / 2421.68 ms β 958.31 / 1017.85 Β±43.25 / 1075.86 ms β +2.33x faster β β QQuery 36 β 549.66 / 830.33 Β±224.38 / 1136.24 ms β 134.47 / 193.64 Β±57.56 / 268.76 ms β +4.29x faster β β QQuery 37 β 790.19 / 986.48 Β±185.78 / 1297.74 ms β 91.50 / 170.21 Β±67.35 / 249.87 ms β +5.80x faster β β QQuery 38 β 569.27 / 798.38 Β±171.11 / 1022.81 ms β 73.08 / 107.98 Β±41.26 / 167.22 ms β +7.39x faster β β QQuery 39 β 729.34 / 764.74 Β±37.88 / 834.46 ms β 181.24 / 220.15 Β±31.70 / 251.02 ms β +3.47x faster β β QQuery 40 β 627.17 / 882.24 Β±237.36 / 1270.54 ms β 132.11 / 174.53 Β±27.88 / 216.08 ms β +5.05x faster β β QQuery 41 β 471.42 / 686.73 Β±171.30 / 986.37 ms β 113.29 / 166.38 Β±45.91 / 219.89 ms β +4.13x faster β β QQuery 42 β 585.71 / 790.66 Β±160.63 / 1071.36 ms β 42.94 / 124.63 Β±60.61 / 196.23 ms β +6.34x faster β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 111565.72ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 41846.60ms β β Average Time (HEAD) β 2594.55ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 973.18ms β β Queries Faster β 41 β β Queries Slower β 0 β β Queries with No Change β 2 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **clickbench_partitioned β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 560.1s | | Peak memory | 9.5 GiB | | Avg memory | 1.7 GiB | | CPU user | 851.4s | | CPU sys | 118.1s | | Peak spill | 0 B | **clickbench_partitioned β branch** | Metric | Value | |--------|-------| | Wall time | 215.0s | | Peak memory | 11.0 GiB | | Avg memory | 2.6 GiB | | CPU user | 923.6s | | CPU sys | 82.8s | | 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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