adriangbot commented on PR #24086: URL: https://github.com/apache/datafusion/pull/24086#issuecomment-5180937422
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 clickbench_partitioned 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 clickbench_partitioned.json -------------------- βββββββββββββ³βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β claude_datafusion-rowgroup-buffering-ec9abc β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 0 β 1.26 ms β 1.26 ms β no change β β QQuery 1 β 1873.75 ms β 1342.26 ms β +1.40x faster β β QQuery 2 β 2135.07 ms β 1463.92 ms β +1.46x faster β β QQuery 3 β 2137.02 ms β 1444.51 ms β +1.48x faster β β QQuery 4 β 2301.92 ms β 1570.71 ms β +1.47x faster β β QQuery 5 β 2312.88 ms β 1663.98 ms β +1.39x faster β β QQuery 6 β 1.28 ms β 1.28 ms β no change β β QQuery 7 β 1929.51 ms β 1354.42 ms β +1.42x faster β β QQuery 8 β 2396.28 ms β 1686.52 ms β +1.42x faster β β QQuery 9 β 2596.60 ms β 1902.39 ms β +1.36x faster β β QQuery 10 β 2225.19 ms β 1467.72 ms β +1.52x faster β β QQuery 11 β 2203.65 ms β 1477.61 ms β +1.49x faster β β QQuery 12 β 2338.89 ms β 1627.40 ms β +1.44x faster β β QQuery 13 β 2453.92 ms β 1707.80 ms β +1.44x faster β β QQuery 14 β 2402.82 ms β 1686.36 ms β +1.42x faster β β QQuery 15 β 2386.98 ms β 1638.43 ms β +1.46x faster β β QQuery 16 β 2624.04 ms β 1924.58 ms β +1.36x faster β β QQuery 17 β 2636.77 ms β 1927.57 ms β +1.37x faster β β QQuery 18 β 3102.90 ms β 2505.57 ms β +1.24x faster β β QQuery 19 β 1720.83 ms β 1330.13 ms β +1.29x faster β β QQuery 20 β 2597.30 ms β 1917.86 ms β +1.35x faster β β QQuery 21 β 2632.25 ms β 1943.14 ms β +1.35x faster β β QQuery 22 β 3062.65 ms β 2373.14 ms β +1.29x faster β β QQuery 23 β 4826.15 ms β 4603.16 ms β no change β β QQuery 24 β 485.82 ms β 397.52 ms β +1.22x faster β β QQuery 25 β 2283.33 ms β 1508.10 ms β +1.51x faster β β QQuery 26 β 496.24 ms β 451.51 ms β +1.10x faster β β QQuery 27 β 2655.00 ms β 1954.40 ms β +1.36x faster β β QQuery 28 β 4896.70 ms β 4137.15 ms β +1.18x faster β β QQuery 29 β 2212.89 ms β 1501.21 ms β +1.47x faster β β QQuery 30 β 2459.04 ms β 1693.19 ms β +1.45x faster β β QQuery 31 β 2388.63 ms β 1654.28 ms β +1.44x faster β β QQuery 32 β 2505.63 ms β 1743.25 ms β +1.44x faster β β QQuery 33 β 3407.68 ms β 2729.64 ms β +1.25x faster β β QQuery 34 β 3457.93 ms β 2808.28 ms β +1.23x faster β β QQuery 35 β 2336.40 ms β 1663.16 ms β +1.40x faster β β QQuery 36 β 137.82 ms β 139.33 ms β no change β β QQuery 37 β 143.48 ms β 134.71 ms β +1.07x faster β β QQuery 38 β 127.39 ms β 129.43 ms β no change β β QQuery 39 β 192.85 ms β 191.99 ms β no change β β QQuery 40 β 115.12 ms β 118.43 ms β no change β β QQuery 41 β 115.09 ms β 118.08 ms β no change β β QQuery 42 β 114.30 ms β 115.47 ms β no change β βββββββββββββ΄βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 85431.25ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 63750.81ms β β Average Time (HEAD) β 1986.77ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 1482.58ms β β Queries Faster β 34 β β Queries Slower β 0 β β Queries with No Change β 9 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 1.26 / 4.03 Β±5.48 / 14.99 ms β 1.26 / 4.05 Β±5.47 / 15.00 ms β no change β β QQuery 1 β 1873.75 / 1901.21 Β±23.96 / 1937.08 ms β 1342.26 / 1393.21 Β±53.61 / 1485.64 ms β +1.36x faster β β QQuery 2 β 2135.07 / 2202.91 Β±59.05 / 2304.87 ms β 1463.92 / 1521.25 Β±48.60 / 1599.03 ms β +1.45x faster β β QQuery 3 β 2137.02 / 2214.71 Β±43.39 / 2270.95 ms β 1444.51 / 1499.02 Β±58.58 / 1596.01 ms β +1.48x faster β β QQuery 4 β 2301.92 / 2336.68 Β±24.89 / 2377.82 ms β 1570.71 / 1634.38 Β±63.30 / 1755.43 ms β +1.43x faster β β QQuery 5 β 2312.88 / 2369.77 Β±30.87 / 2401.11 ms β 1663.98 / 1703.23 Β±32.19 / 1741.47 ms β +1.39x faster β β QQuery 6 β 1.28 / 1.42 Β±0.22 / 1.86 ms β 1.28 / 1.43 Β±0.22 / 1.86 ms β no change β β QQuery 7 β 1929.51 / 1985.63 Β±49.99 / 2054.87 ms β 1354.42 / 1385.66 Β±31.83 / 1444.43 ms β +1.43x faster β β QQuery 8 β 2396.28 / 2451.95 Β±29.60 / 2475.70 ms β 1686.52 / 1736.52 Β±57.92 / 1841.88 ms β +1.41x faster β β QQuery 9 β 2596.60 / 2650.84 Β±33.03 / 2681.42 ms β 1902.39 / 2002.98 Β±70.95 / 2085.48 ms β +1.32x faster β β QQuery 10 β 2225.19 / 2246.99 Β±13.67 / 2264.00 ms β 1467.72 / 1542.41 Β±57.35 / 1638.14 ms β +1.46x faster β β QQuery 11 β 2203.65 / 2281.91 Β±65.80 / 2385.13 ms β 1477.61 / 1550.36 Β±59.62 / 1638.22 ms β +1.47x faster β β QQuery 12 β 2338.89 / 2388.41 Β±40.92 / 2455.58 ms β 1627.40 / 1711.62 Β±66.13 / 1818.48 ms β +1.40x faster β β QQuery 13 β 2453.92 / 2511.30 Β±59.73 / 2596.87 ms β 1707.80 / 1752.60 Β±41.63 / 1819.39 ms β +1.43x faster β β QQuery 14 β 2402.82 / 2457.07 Β±46.73 / 2527.91 ms β 1686.36 / 1739.33 Β±57.55 / 1816.85 ms β +1.41x faster β β QQuery 15 β 2386.98 / 2434.68 Β±47.83 / 2523.35 ms β 1638.43 / 1677.71 Β±34.40 / 1737.63 ms β +1.45x faster β β QQuery 16 β 2624.04 / 2671.94 Β±33.23 / 2706.84 ms β 1924.58 / 1969.65 Β±35.86 / 2033.68 ms β +1.36x faster β β QQuery 17 β 2636.77 / 2693.68 Β±43.30 / 2762.32 ms β 1927.57 / 1973.27 Β±31.24 / 2016.66 ms β +1.37x faster β β QQuery 18 β 3102.90 / 3161.42 Β±38.70 / 3207.75 ms β 2505.57 / 2524.99 Β±16.58 / 2555.08 ms β +1.25x faster β β QQuery 19 β 1720.83 / 1827.11 Β±72.06 / 1916.17 ms β 1330.13 / 1374.93 Β±40.82 / 1446.11 ms β +1.33x faster β β QQuery 20 β 2597.30 / 2682.75 Β±54.35 / 2763.13 ms β 1917.86 / 1982.14 Β±57.45 / 2089.60 ms β +1.35x faster β β QQuery 21 β 2632.25 / 2700.32 Β±34.85 / 2726.35 ms β 1943.14 / 2018.77 Β±55.66 / 2084.37 ms β +1.34x faster β β QQuery 22 β 3062.65 / 3162.16 Β±63.24 / 3259.96 ms β 2373.14 / 2389.86 Β±12.01 / 2403.79 ms β +1.32x faster β β QQuery 23 β 4826.15 / 4959.76 Β±75.70 / 5039.15 ms β 4603.16 / 4711.08 Β±75.86 / 4829.91 ms β +1.05x faster β β QQuery 24 β 485.82 / 514.03 Β±23.10 / 551.44 ms β 397.52 / 495.88 Β±69.66 / 598.26 ms β no change β β QQuery 25 β 2283.33 / 2312.63 Β±18.80 / 2333.35 ms β 1508.10 / 1557.51 Β±39.91 / 1625.07 ms β +1.48x faster β β QQuery 26 β 496.24 / 547.48 Β±54.64 / 653.73 ms β 451.51 / 483.41 Β±25.96 / 529.22 ms β +1.13x faster β β QQuery 27 β 2655.00 / 2728.76 Β±66.07 / 2808.20 ms β 1954.40 / 1989.37 Β±42.13 / 2062.79 ms β +1.37x faster β β QQuery 28 β 4896.70 / 5070.86 Β±129.88 / 5277.81 ms β 4137.15 / 4298.66 Β±88.39 / 4390.35 ms β +1.18x faster β β QQuery 29 β 2212.89 / 2263.60 Β±55.27 / 2348.40 ms β 1501.21 / 1548.92 Β±44.77 / 1606.10 ms β +1.46x faster β β QQuery 30 β 2459.04 / 2535.63 Β±50.25 / 2599.26 ms β 1693.19 / 1760.35 Β±56.66 / 1859.43 ms β +1.44x faster β β QQuery 31 β 2388.63 / 2452.96 Β±61.04 / 2539.92 ms β 1654.28 / 1681.11 Β±27.30 / 1730.43 ms β +1.46x faster β β QQuery 32 β 2505.63 / 2636.24 Β±103.59 / 2751.60 ms β 1743.25 / 1785.50 Β±48.97 / 1877.24 ms β +1.48x faster β β QQuery 33 β 3407.68 / 3497.33 Β±65.16 / 3552.30 ms β 2729.64 / 2752.35 Β±20.96 / 2790.94 ms β +1.27x faster β β QQuery 34 β 3457.93 / 3557.46 Β±63.72 / 3629.68 ms β 2808.28 / 2833.56 Β±25.26 / 2882.15 ms β +1.26x faster β β QQuery 35 β 2336.40 / 2440.42 Β±65.81 / 2539.61 ms β 1663.16 / 1732.67 Β±64.41 / 1816.92 ms β +1.41x faster β β QQuery 36 β 137.82 / 221.05 Β±44.19 / 260.04 ms β 139.33 / 296.18 Β±95.16 / 407.66 ms β 1.34x slower β β QQuery 37 β 143.48 / 192.27 Β±32.57 / 236.10 ms β 134.71 / 253.04 Β±78.68 / 360.26 ms β 1.32x slower β β QQuery 38 β 127.39 / 189.93 Β±36.89 / 229.03 ms β 129.43 / 268.83 Β±86.60 / 376.54 ms β 1.42x slower β β QQuery 39 β 192.85 / 284.20 Β±50.92 / 343.32 ms β 191.99 / 340.63 Β±91.34 / 448.39 ms β 1.20x slower β β QQuery 40 β 115.12 / 176.03 Β±41.40 / 231.73 ms β 118.43 / 253.07 Β±84.87 / 349.24 ms β 1.44x slower β β QQuery 41 β 115.09 / 168.47 Β±35.81 / 214.14 ms β 118.08 / 242.02 Β±81.33 / 348.02 ms β 1.44x slower β β QQuery 42 β 114.30 / 168.63 Β±36.17 / 215.25 ms β 115.47 / 241.65 Β±82.13 / 348.88 ms β 1.43x slower β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 88256.64ms β β Total Time (claude_datafusion-rowgroup-buffering-ec9abc) β 66615.16ms β β Average Time (HEAD) β 2052.48ms β β Average Time (claude_datafusion-rowgroup-buffering-ec9abc) β 1549.19ms β β Queries Faster β 33 β β Queries Slower β 7 β β Queries with No Change β 3 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 | 445.1s | | Peak memory | 9.1 GiB | | Avg memory | 1.8 GiB | | CPU user | 985.7s | | CPU sys | 109.6s | | Peak spill | 0 B | **clickbench_partitioned β branch** | Metric | Value | |--------|-------| | Wall time | 335.1s | | Peak memory | 9.6 GiB | | Avg memory | 2.1 GiB | | CPU user | 989.5s | | CPU sys | 102.5s | | 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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