adriangbot commented on PR #24086: URL: https://github.com/apache/datafusion/pull/24086#issuecomment-5184432376
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24086#issuecomment-5184258333) **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 tpch 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_sf1.json -------------------- βββββββββββββ³βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β claude_datafusion-rowgroup-buffering-ec9abc β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 509.55 ms β 213.18 ms β +2.39x faster β β QQuery 2 β 873.05 ms β 695.43 ms β +1.26x faster β β QQuery 3 β 911.68 ms β 509.37 ms β +1.79x faster β β QQuery 4 β 780.20 ms β 396.95 ms β +1.97x faster β β QQuery 5 β 1051.03 ms β 702.32 ms β +1.50x faster β β QQuery 6 β 535.36 ms β 195.28 ms β +2.74x faster β β QQuery 7 β 968.14 ms β 600.17 ms β +1.61x faster β β QQuery 8 β 1176.13 ms β 835.07 ms β +1.41x faster β β QQuery 9 β 1153.51 ms β 834.87 ms β +1.38x faster β β QQuery 10 β 859.45 ms β 523.03 ms β +1.64x faster β β QQuery 11 β 720.82 ms β 616.62 ms β +1.17x faster β β QQuery 12 β 735.95 ms β 401.50 ms β +1.83x faster β β QQuery 13 β 405.08 ms β 321.38 ms β +1.26x faster β β QQuery 14 β 627.97 ms β 235.07 ms β +2.67x faster β β QQuery 15 β 1139.15 ms β 445.35 ms β +2.56x faster β β QQuery 16 β 338.24 ms β 263.45 ms β +1.28x faster β β QQuery 17 β 1152.61 ms β 513.80 ms β +2.24x faster β β QQuery 18 β 1396.72 ms β 803.77 ms β +1.74x faster β β QQuery 19 β 617.30 ms β 280.83 ms β +2.20x faster β β QQuery 20 β 953.30 ms β 543.91 ms β +1.75x faster β β QQuery 21 β 2033.50 ms β 947.34 ms β +2.15x faster β β QQuery 22 β 497.01 ms β 495.29 ms β no change β βββββββββββββ΄βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 19435.76ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 11373.98ms β β Average Time (HEAD) β 883.44ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 517.00ms β β Queries Faster β 21 β β Queries Slower β 0 β β Queries with No Change β 1 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 tpch_sf1.json -------------------- βββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β claude_datafusion-rowgroup-buffering-ec9abc β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 509.55 / 596.51 Β±73.73 / 722.41 ms β 213.18 / 225.49 Β±8.11 / 232.11 ms β +2.65x faster β β QQuery 2 β 873.05 / 893.47 Β±16.80 / 911.42 ms β 695.43 / 747.44 Β±41.82 / 798.02 ms β +1.20x faster β β QQuery 3 β 911.68 / 1019.71 Β±105.38 / 1157.03 ms β 509.37 / 559.55 Β±35.11 / 605.17 ms β +1.82x faster β β QQuery 4 β 780.20 / 848.96 Β±65.60 / 965.09 ms β 396.95 / 401.94 Β±7.43 / 416.62 ms β +2.11x faster β β QQuery 5 β 1051.03 / 1191.05 Β±79.57 / 1274.62 ms β 702.32 / 777.16 Β±42.12 / 825.10 ms β +1.53x faster β β QQuery 6 β 535.36 / 610.98 Β±59.97 / 682.68 ms β 195.28 / 208.95 Β±10.13 / 218.29 ms β +2.92x faster β β QQuery 7 β 968.14 / 1123.70 Β±105.35 / 1292.50 ms β 600.17 / 769.76 Β±98.46 / 884.71 ms β +1.46x faster β β QQuery 8 β 1176.13 / 1299.83 Β±124.34 / 1519.95 ms β 835.07 / 872.23 Β±20.36 / 893.99 ms β +1.49x faster β β QQuery 9 β 1153.51 / 1323.29 Β±85.53 / 1377.80 ms β 834.87 / 848.06 Β±17.19 / 881.86 ms β +1.56x faster β β QQuery 10 β 859.45 / 949.82 Β±64.76 / 1049.15 ms β 523.03 / 548.55 Β±27.47 / 590.26 ms β +1.73x faster β β QQuery 11 β 720.82 / 814.50 Β±66.17 / 877.44 ms β 616.62 / 692.82 Β±44.95 / 757.09 ms β +1.18x faster β β QQuery 12 β 735.95 / 789.38 Β±50.06 / 878.13 ms β 401.50 / 407.68 Β±7.21 / 421.62 ms β +1.94x faster β β QQuery 13 β 405.08 / 436.29 Β±19.43 / 466.13 ms β 321.38 / 362.25 Β±33.42 / 401.49 ms β +1.20x faster β β QQuery 14 β 627.97 / 696.31 Β±53.56 / 780.68 ms β 235.07 / 327.09 Β±56.09 / 404.29 ms β +2.13x faster β β QQuery 15 β 1139.15 / 1253.05 Β±76.22 / 1337.29 ms β 445.35 / 543.56 Β±78.18 / 615.57 ms β +2.31x faster β β QQuery 16 β 338.24 / 387.89 Β±33.27 / 432.96 ms β 263.45 / 327.48 Β±58.94 / 396.13 ms β +1.18x faster β β QQuery 17 β 1152.61 / 1253.26 Β±113.24 / 1447.20 ms β 513.80 / 572.35 Β±41.27 / 629.55 ms β +2.19x faster β β QQuery 18 β 1396.72 / 1505.17 Β±132.43 / 1759.82 ms β 803.77 / 813.82 Β±9.00 / 827.19 ms β +1.85x faster β β QQuery 19 β 617.30 / 707.85 Β±69.27 / 821.77 ms β 280.83 / 348.55 Β±42.47 / 414.30 ms β +2.03x faster β β QQuery 20 β 953.30 / 1013.77 Β±64.35 / 1104.97 ms β 543.91 / 592.95 Β±53.71 / 688.91 ms β +1.71x faster β β QQuery 21 β 2033.50 / 2145.11 Β±118.99 / 2367.18 ms β 947.34 / 953.28 Β±4.84 / 960.40 ms β +2.25x faster β β QQuery 22 β 497.01 / 541.30 Β±27.10 / 579.07 ms β 495.29 / 496.78 Β±0.81 / 497.77 ms β +1.09x faster β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 21401.21ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 12397.74ms β β Average Time (HEAD) β 972.78ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 563.53ms 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΄βββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **tpch β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 110.0s | | Peak memory | 858.0 MiB | | Avg memory | 426.6 MiB | | CPU user | 30.6s | | CPU sys | 4.0s | | Peak spill | 0 B | **tpch β branch** | Metric | Value | |--------|-------| | Wall time | 65.0s | | Peak memory | 805.2 MiB | | Avg memory | 405.7 MiB | | CPU user | 30.2s | | CPU sys | 3.6s | | 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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