adriangbot commented on PR #24086: URL: https://github.com/apache/datafusion/pull/24086#issuecomment-5180978705
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24086#issuecomment-5180420768) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing claude/datafusion-rowgroup-buffering-ec9abc (5ff7af62acc00fbfe33496798fd22245958be41b) to 39d5064 (merge-base) [diff](https://github.com/apache/datafusion/compare/39d50641424dfbc9fadad9cad17619c64d06076b..5ff7af62acc00fbfe33496798fd22245958be41b) <details><summary>Run configuration</summary> ```yaml run benchmark tpch env: DF_FETCH_BUDGET: "104857600" DF_FETCH_POLICY: "pipelined" 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 536.60 ms β 304.39 ms β +1.76x faster β β QQuery 2 β 845.53 ms β 882.84 ms β no change β β QQuery 3 β 1030.16 ms β 648.11 ms β +1.59x faster β β QQuery 4 β 764.47 ms β 547.38 ms β +1.40x faster β β QQuery 5 β 1129.01 ms β 731.94 ms β +1.54x faster β β QQuery 6 β 532.68 ms β 245.25 ms β +2.17x faster β β QQuery 7 β 1023.52 ms β 766.98 ms β +1.33x faster β β QQuery 8 β 1195.90 ms β 1029.94 ms β +1.16x faster β β QQuery 9 β 1154.42 ms β 955.49 ms β +1.21x faster β β QQuery 10 β 939.93 ms β 686.53 ms β +1.37x faster β β QQuery 11 β 684.72 ms β 720.31 ms β 1.05x slower β β QQuery 12 β 734.43 ms β 513.20 ms β +1.43x faster β β QQuery 13 β 404.41 ms β 399.08 ms β no change β β QQuery 14 β 633.20 ms β 338.63 ms β +1.87x faster β β QQuery 15 β 1195.20 ms β 650.64 ms β +1.84x faster β β QQuery 16 β 325.91 ms β 318.51 ms β no change β β QQuery 17 β 1085.81 ms β 700.93 ms β +1.55x faster β β QQuery 18 β 1420.37 ms β 806.14 ms β +1.76x faster β β QQuery 19 β 567.56 ms β 300.91 ms β +1.89x faster β β QQuery 20 β 982.51 ms β 643.60 ms β +1.53x faster β β QQuery 21 β 1988.87 ms β 1256.63 ms β +1.58x faster β β QQuery 22 β 498.44 ms β 449.24 ms β +1.11x faster β βββββββββββββ΄βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 19673.66ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 13896.66ms β β Average Time (HEAD) β 894.26ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 631.67ms β β Queries Faster β 18 β β Queries Slower β 1 β β Queries with No Change β 3 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 536.60 / 620.96 Β±71.08 / 733.78 ms β 304.39 / 355.06 Β±34.99 / 391.99 ms β +1.75x faster β β QQuery 2 β 845.53 / 914.13 Β±36.45 / 955.16 ms β 882.84 / 905.79 Β±30.11 / 965.43 ms β no change β β QQuery 3 β 1030.16 / 1055.89 Β±21.80 / 1094.02 ms β 648.11 / 748.10 Β±78.28 / 845.48 ms β +1.41x faster β β QQuery 4 β 764.47 / 830.95 Β±47.06 / 895.24 ms β 547.38 / 566.19 Β±20.73 / 606.08 ms β +1.47x faster β β QQuery 5 β 1129.01 / 1222.13 Β±89.63 / 1355.00 ms β 731.94 / 881.51 Β±127.35 / 1107.25 ms β +1.39x faster β β QQuery 6 β 532.68 / 584.53 Β±45.12 / 661.99 ms β 245.25 / 298.48 Β±41.93 / 368.18 ms β +1.96x faster β β QQuery 7 β 1023.52 / 1190.82 Β±124.18 / 1408.52 ms β 766.98 / 933.53 Β±87.19 / 1020.33 ms β +1.28x faster β β QQuery 8 β 1195.90 / 1354.68 Β±154.21 / 1621.56 ms β 1029.94 / 1068.69 Β±32.07 / 1109.17 ms β +1.27x faster β β QQuery 9 β 1154.42 / 1266.54 Β±113.55 / 1480.58 ms β 955.49 / 1013.16 Β±33.01 / 1047.06 ms β +1.25x faster β β QQuery 10 β 939.93 / 1000.25 Β±64.94 / 1110.91 ms β 686.53 / 731.29 Β±24.69 / 755.94 ms β +1.37x faster β β QQuery 11 β 684.72 / 837.96 Β±89.72 / 927.17 ms β 720.31 / 755.55 Β±27.49 / 794.74 ms β +1.11x faster β β QQuery 12 β 734.43 / 805.27 Β±55.48 / 893.09 ms β 513.20 / 550.22 Β±31.75 / 594.50 ms β +1.46x faster β β QQuery 13 β 404.41 / 429.43 Β±21.70 / 463.69 ms β 399.08 / 432.36 Β±26.87 / 459.63 ms β no change β β QQuery 14 β 633.20 / 716.82 Β±60.83 / 811.42 ms β 338.63 / 398.11 Β±46.14 / 462.87 ms β +1.80x faster β β QQuery 15 β 1195.20 / 1237.10 Β±37.49 / 1300.24 ms β 650.64 / 717.54 Β±70.59 / 844.14 ms β +1.72x faster β β QQuery 16 β 325.91 / 396.57 Β±40.39 / 449.48 ms β 318.51 / 407.77 Β±68.09 / 527.03 ms β no change β β QQuery 17 β 1085.81 / 1270.16 Β±126.06 / 1475.88 ms β 700.93 / 748.77 Β±36.53 / 781.06 ms β +1.70x faster β β QQuery 18 β 1420.37 / 1530.57 Β±78.59 / 1643.01 ms β 806.14 / 957.65 Β±100.70 / 1066.25 ms β +1.60x faster β β QQuery 19 β 567.56 / 680.48 Β±78.27 / 813.21 ms β 300.91 / 420.52 Β±76.31 / 503.84 ms β +1.62x faster β β QQuery 20 β 982.51 / 1087.84 Β±69.12 / 1149.62 ms β 643.60 / 716.92 Β±44.36 / 764.66 ms β +1.52x faster β β QQuery 21 β 1988.87 / 2170.92 Β±107.35 / 2306.05 ms β 1256.63 / 1264.21 Β±5.82 / 1270.41 ms β +1.72x faster β β QQuery 22 β 498.44 / 540.96 Β±27.09 / 580.37 ms β 449.24 / 531.70 Β±55.42 / 599.49 ms β no change β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 21744.95ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 15403.12ms β β Average Time (HEAD) β 988.41ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 700.14ms β β Queries Faster β 18 β β Queries Slower β 0 β β Queries with No Change β 4 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 | 115.0s | | Peak memory | 807.5 MiB | | Avg memory | 401.9 MiB | | CPU user | 29.5s | | CPU sys | 4.0s | | Peak spill | 0 B | **tpch β branch** | Metric | Value | |--------|-------| | Wall time | 80.0s | | Peak memory | 907.6 MiB | | Avg memory | 432.9 MiB | | CPU user | 29.0s | | CPU sys | 3.3s | | 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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