adriangbot commented on PR #24086: URL: https://github.com/apache/datafusion/pull/24086#issuecomment-5181733021
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24086#issuecomment-5181533204) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing claude/datafusion-rowgroup-buffering-ec9abc (bcbbda1ae52a5e77cfcd895e14ee9bc1c686c1bb) to 39d5064 (merge-base) [diff](https://github.com/apache/datafusion/compare/39d50641424dfbc9fadad9cad17619c64d06076b..bcbbda1ae52a5e77cfcd895e14ee9bc1c686c1bb) <details><summary>Run configuration</summary> ```yaml run benchmark clickbench_partitioned env: DF_FETCH_BUDGET: "104857600" DF_FETCH_POLICY: "streaming" ``` </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 -------------------- βββββββββββββ³βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β claude_datafusion-rowgroup-buffering-ec9abc β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 0 β 1.22 ms β 1.22 ms β no change β β QQuery 1 β 12.83 ms β 12.55 ms β no change β β QQuery 2 β 35.76 ms β 35.93 ms β no change β β QQuery 3 β 30.80 ms β 30.70 ms β no change β β QQuery 4 β 226.96 ms β 220.03 ms β no change β β QQuery 5 β 301.72 ms β 271.79 ms β +1.11x faster β β QQuery 6 β 1.44 ms β 1.26 ms β +1.15x faster β β QQuery 7 β 15.11 ms β 13.97 ms β +1.08x faster β β QQuery 8 β 379.41 ms β 330.62 ms β +1.15x faster β β QQuery 9 β 529.54 ms β 454.08 ms β +1.17x faster β β QQuery 10 β 74.17 ms β 70.81 ms β no change β β QQuery 11 β 86.38 ms β 81.65 ms β +1.06x faster β β QQuery 12 β 286.29 ms β 269.84 ms β +1.06x faster β β QQuery 13 β 366.55 ms β 365.36 ms β no change β β QQuery 14 β 278.41 ms β 278.14 ms β no change β β QQuery 15 β 300.71 ms β 268.34 ms β +1.12x faster β β QQuery 16 β 636.66 ms β 608.37 ms β no change β β QQuery 17 β 629.66 ms β 707.27 ms β 1.12x slower β β QQuery 18 β 1256.90 ms β 1335.92 ms β 1.06x slower β β QQuery 19 β 29.36 ms β 29.04 ms β no change β β QQuery 20 β 521.96 ms β 528.91 ms β no change β β QQuery 21 β 510.73 ms β 518.99 ms β no change β β QQuery 22 β 989.99 ms β 982.33 ms β no change β β QQuery 23 β 3043.69 ms β 3125.91 ms β no change β β QQuery 24 β 41.29 ms β 41.33 ms β no change β β QQuery 25 β 111.17 ms β 112.88 ms β no change β β QQuery 26 β 41.45 ms β 41.88 ms β no change β β QQuery 27 β 516.62 ms β 527.06 ms β no change β β QQuery 28 β 2876.21 ms β 2896.22 ms β no change β β QQuery 29 β 42.25 ms β 41.19 ms β no change β β QQuery 30 β 301.00 ms β 304.49 ms β no change β β QQuery 31 β 313.18 ms β 284.06 ms β +1.10x faster β β QQuery 32 β 937.70 ms β 940.89 ms β no change β β QQuery 33 β 1482.89 ms β 1527.26 ms β no change β β QQuery 34 β 1463.02 ms β 1540.10 ms β 1.05x slower β β QQuery 35 β 280.92 ms β 281.00 ms β no change β β QQuery 36 β 66.89 ms β 64.96 ms β no change β β QQuery 37 β 35.60 ms β 36.02 ms β no change β β QQuery 38 β 41.92 ms β 42.24 ms β no change β β QQuery 39 β 166.93 ms β 153.37 ms β +1.09x faster β β QQuery 40 β 15.67 ms β 14.51 ms β +1.08x faster β β QQuery 41 β 15.00 ms β 13.86 ms β +1.08x faster β β QQuery 42 β 14.51 ms β 12.77 ms β +1.14x faster β βββββββββββββ΄βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 19310.45ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 19419.10ms β β Average Time (HEAD) β 449.08ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 451.61ms β β Queries Faster β 13 β β Queries Slower β 3 β β Queries with No Change β 27 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 clickbench_partitioned.json -------------------- βββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β claude_datafusion-rowgroup-buffering-ec9abc β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 0 β 1.22 / 3.93 Β±5.34 / 14.62 ms β 1.22 / 3.88 Β±5.26 / 14.39 ms β no change β β QQuery 1 β 12.83 / 13.14 Β±0.24 / 13.46 ms β 12.55 / 12.70 Β±0.11 / 12.80 ms β no change β β QQuery 2 β 35.76 / 36.25 Β±0.29 / 36.59 ms β 35.93 / 36.18 Β±0.25 / 36.59 ms β no change β β QQuery 3 β 30.80 / 31.48 Β±0.81 / 32.97 ms β 30.70 / 31.17 Β±0.50 / 32.08 ms β no change β β QQuery 4 β 226.96 / 255.20 Β±15.74 / 267.65 ms β 220.03 / 225.17 Β±2.91 / 228.61 ms β +1.13x faster β β QQuery 5 β 301.72 / 310.47 Β±4.77 / 315.42 ms β 271.79 / 274.39 Β±2.60 / 279.01 ms β +1.13x faster β β QQuery 6 β 1.44 / 1.60 Β±0.18 / 1.95 ms β 1.26 / 1.41 Β±0.22 / 1.83 ms β +1.14x faster β β QQuery 7 β 15.11 / 15.63 Β±0.43 / 16.23 ms β 13.97 / 14.22 Β±0.31 / 14.81 ms β +1.10x faster β β QQuery 8 β 379.41 / 383.57 Β±2.49 / 387.15 ms β 330.62 / 335.43 Β±7.34 / 349.66 ms β +1.14x faster β β QQuery 9 β 529.54 / 542.78 Β±11.07 / 560.63 ms β 454.08 / 463.96 Β±9.12 / 476.65 ms β +1.17x faster β β QQuery 10 β 74.17 / 75.30 Β±0.85 / 76.73 ms β 70.81 / 71.65 Β±1.16 / 73.93 ms β no change β β QQuery 11 β 86.38 / 88.96 Β±1.89 / 91.55 ms β 81.65 / 82.33 Β±0.38 / 82.75 ms β +1.08x faster β β QQuery 12 β 286.29 / 310.63 Β±12.72 / 321.86 ms β 269.84 / 277.79 Β±8.45 / 293.38 ms β +1.12x faster β β QQuery 13 β 366.55 / 388.10 Β±15.41 / 411.73 ms β 365.36 / 371.79 Β±8.98 / 389.36 ms β no change β β QQuery 14 β 278.41 / 296.17 Β±17.01 / 324.76 ms β 278.14 / 287.38 Β±7.15 / 299.56 ms β no change β β QQuery 15 β 300.71 / 347.78 Β±62.85 / 471.57 ms β 268.34 / 280.93 Β±9.30 / 291.82 ms β +1.24x faster β β QQuery 16 β 636.66 / 668.13 Β±26.20 / 711.00 ms β 608.37 / 648.28 Β±40.24 / 699.31 ms β no change β β QQuery 17 β 629.66 / 634.79 Β±4.42 / 640.86 ms β 707.27 / 720.46 Β±11.72 / 742.15 ms β 1.13x slower β β QQuery 18 β 1256.90 / 1324.76 Β±59.40 / 1405.96 ms β 1335.92 / 1427.38 Β±50.77 / 1483.28 ms β 1.08x slower β β QQuery 19 β 29.36 / 32.86 Β±5.77 / 44.29 ms β 29.04 / 29.18 Β±0.13 / 29.38 ms β +1.13x faster β β QQuery 20 β 521.96 / 531.09 Β±8.60 / 543.23 ms β 528.91 / 537.05 Β±5.89 / 546.09 ms β no change β β QQuery 21 β 510.73 / 518.02 Β±5.48 / 524.55 ms β 518.99 / 536.93 Β±12.38 / 550.13 ms β no change β β QQuery 22 β 989.99 / 1004.47 Β±11.52 / 1020.05 ms β 982.33 / 1014.32 Β±22.55 / 1045.71 ms β no change β β QQuery 23 β 3043.69 / 3121.16 Β±67.80 / 3231.49 ms β 3125.91 / 3189.12 Β±60.79 / 3270.31 ms β no change β β QQuery 24 β 41.29 / 42.16 Β±0.78 / 43.59 ms β 41.33 / 44.17 Β±3.18 / 50.23 ms β no change β β QQuery 25 β 111.17 / 113.18 Β±2.43 / 117.90 ms β 112.88 / 121.31 Β±9.89 / 139.74 ms β 1.07x slower β β QQuery 26 β 41.45 / 42.97 Β±2.65 / 48.27 ms β 41.88 / 45.37 Β±4.73 / 54.57 ms β 1.06x slower β β QQuery 27 β 516.62 / 525.42 Β±8.87 / 542.18 ms β 527.06 / 534.31 Β±6.04 / 541.96 ms β no change β β QQuery 28 β 2876.21 / 3029.36 Β±85.89 / 3130.15 ms β 2896.22 / 2927.90 Β±26.46 / 2967.01 ms β no change β β QQuery 29 β 42.25 / 49.85 Β±14.78 / 79.41 ms β 41.19 / 45.31 Β±6.33 / 57.89 ms β +1.10x faster β β QQuery 30 β 301.00 / 316.79 Β±9.31 / 328.14 ms β 304.49 / 307.99 Β±3.58 / 314.60 ms β no change β β QQuery 31 β 313.18 / 327.17 Β±10.05 / 339.35 ms β 284.06 / 298.74 Β±8.74 / 309.96 ms β +1.10x faster β β QQuery 32 β 937.70 / 1011.06 Β±64.62 / 1108.37 ms β 940.89 / 1080.38 Β±73.84 / 1160.17 ms β 1.07x slower β β QQuery 33 β 1482.89 / 1532.85 Β±50.93 / 1627.21 ms β 1527.26 / 1680.20 Β±103.62 / 1802.23 ms β 1.10x slower β β QQuery 34 β 1463.02 / 1572.06 Β±116.44 / 1773.41 ms β 1540.10 / 1614.01 Β±60.20 / 1695.54 ms β no change β β QQuery 35 β 280.92 / 310.51 Β±53.51 / 417.29 ms β 281.00 / 316.84 Β±34.05 / 364.15 ms β no change β β QQuery 36 β 66.89 / 74.19 Β±5.11 / 82.10 ms β 64.96 / 74.90 Β±9.28 / 86.51 ms β no change β β QQuery 37 β 35.60 / 37.50 Β±2.27 / 41.58 ms β 36.02 / 38.51 Β±2.44 / 42.07 ms β no change β β QQuery 38 β 41.92 / 44.57 Β±2.21 / 48.23 ms β 42.24 / 45.19 Β±2.12 / 48.31 ms β no change β β QQuery 39 β 166.93 / 175.27 Β±7.61 / 185.08 ms β 153.37 / 168.20 Β±10.52 / 185.51 ms β no change β β QQuery 40 β 15.67 / 16.51 Β±0.82 / 18.06 ms β 14.51 / 17.60 Β±4.08 / 24.71 ms β 1.07x slower β β QQuery 41 β 15.00 / 15.30 Β±0.24 / 15.69 ms β 13.86 / 15.54 Β±2.07 / 19.62 ms β no change β β QQuery 42 β 14.51 / 17.22 Β±4.91 / 27.03 ms β 12.77 / 14.75 Β±2.72 / 20.15 ms β +1.17x faster β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 20190.23ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 20264.30ms β β Average Time (HEAD) β 469.54ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 471.26ms β β Queries Faster β 13 β β Queries Slower β 7 β β Queries with No Change β 23 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **clickbench_partitioned β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 105.0s | | Peak memory | 10.5 GiB | | Avg memory | 4.2 GiB | | CPU user | 1030.8s | | CPU sys | 75.9s | | Peak spill | 0 B | **clickbench_partitioned β branch** | Metric | Value | |--------|-------| | Wall time | 105.0s | | Peak memory | 11.2 GiB | | Avg memory | 4.2 GiB | | CPU user | 1033.7s | | CPU sys | 78.0s | | 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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