adriangbot commented on PR #25846: URL: https://github.com/apache/datafusion/pull/25846#issuecomment-5876967451
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25846#issuecomment-5876802086) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing codex/frozen-final-aggregation-poc (14346eba70d74cc5b90b5f7871a5bf3fedb78205) to fb42cf5 (merge-base) [diff](https://github.com/apache/datafusion/compare/fb42cf5911faf1c05f6ccd5bde3d9e2300d35b76..14346eba70d74cc5b90b5f7871a5bf3fedb78205) <details><summary>Run configuration</summary> ```yaml run benchmark clickbench_partitioned changed: env: DATAFUSION_EXECUTION_HASH_AGGREGATE_BUCKET_THRESHOLD: "262144" ``` </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 codex_frozen-final-aggregation-poc -------------------- Benchmark clickbench_partitioned.json -------------------- βββββββββββββ³βββββββββββββ³βββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β codex_frozen-final-aggregation-poc β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 0 β 1.30 ms β 1.21 ms β +1.08x faster β β QQuery 1 β 12.11 ms β 11.73 ms β no change β β QQuery 2 β 37.02 ms β 36.99 ms β no change β β QQuery 3 β 32.31 ms β 31.31 ms β no change β β QQuery 4 β 259.10 ms β 187.54 ms β +1.38x faster β β QQuery 5 β 288.55 ms β 282.14 ms β no change β β QQuery 6 β 1.42 ms β 1.31 ms β +1.09x faster β β QQuery 7 β 13.53 ms β 13.32 ms β no change β β QQuery 8 β 357.78 ms β 295.64 ms β +1.21x faster β β QQuery 9 β 519.51 ms β 487.36 ms β +1.07x faster β β QQuery 10 β 65.43 ms β 66.68 ms β no change β β QQuery 11 β 76.90 ms β 77.54 ms β no change β β QQuery 12 β 283.85 ms β 272.10 ms β no change β β QQuery 13 β 386.79 ms β 366.35 ms β +1.06x faster β β QQuery 14 β 288.33 ms β 289.15 ms β no change β β QQuery 15 β 309.18 ms β 221.45 ms β +1.40x faster β β QQuery 16 β 668.06 ms β 656.81 ms β no change β β QQuery 17 β 670.79 ms β 583.40 ms β +1.15x faster β β QQuery 18 β 1354.53 ms β 1148.86 ms β +1.18x faster β β QQuery 19 β 28.32 ms β 28.34 ms β no change β β QQuery 20 β 528.14 ms β 522.17 ms β no change β β QQuery 21 β 519.43 ms β 534.49 ms β no change β β QQuery 22 β 1054.83 ms β 1126.59 ms β 1.07x slower β β QQuery 23 β 3265.46 ms β 3394.65 ms β no change β β QQuery 24 β 40.70 ms β 41.74 ms β no change β β QQuery 25 β 105.98 ms β 105.03 ms β no change β β QQuery 26 β 41.24 ms β 40.72 ms β no change β β QQuery 27 β 514.06 ms β 513.00 ms β no change β β QQuery 28 β 2869.20 ms β 3016.56 ms β 1.05x slower β β QQuery 29 β 41.54 ms β 41.97 ms β no change β β QQuery 30 β 304.32 ms β 292.35 ms β no change β β QQuery 31 β 277.97 ms β 252.62 ms β +1.10x faster β β QQuery 32 β 1117.09 ms β 751.19 ms β +1.49x faster β β QQuery 33 β 1565.69 ms β 1543.74 ms β no change β β QQuery 34 β 1576.25 ms β 1527.98 ms β no change β β QQuery 35 β 289.24 ms β 238.27 ms β +1.21x faster β β QQuery 36 β 69.12 ms β 68.44 ms β no change β β QQuery 37 β 35.44 ms β 36.17 ms β no change β β QQuery 38 β 40.59 ms β 42.92 ms β 1.06x slower β β QQuery 39 β 153.00 ms β 143.74 ms β +1.06x faster β β QQuery 40 β 14.20 ms β 14.96 ms β 1.05x slower β β QQuery 41 β 13.42 ms β 14.28 ms β 1.06x slower β β QQuery 42 β 12.96 ms β 14.06 ms β 1.09x slower β βββββββββββββ΄βββββββββββββ΄βββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 20104.66ms β β Total Time (codex_frozen-final-aggregation-poc) β 19336.85ms β β Average Time (HEAD) β 467.55ms β β Average Time (codex_frozen-final-aggregation-poc) β 449.69ms β β Queries Faster β 13 β β Queries Slower β 6 β β Queries with No Change β 24 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and codex_frozen-final-aggregation-poc -------------------- Benchmark clickbench_partitioned.json -------------------- βββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β codex_frozen-final-aggregation-poc β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 0 β 1.30 / 4.28 Β±5.73 / 15.74 ms β 1.21 / 4.08 Β±5.55 / 15.18 ms β no change β β QQuery 1 β 12.11 / 12.36 Β±0.20 / 12.71 ms β 11.73 / 12.05 Β±0.22 / 12.41 ms β no change β β QQuery 2 β 37.02 / 37.46 Β±0.28 / 37.80 ms β 36.99 / 37.20 Β±0.20 / 37.52 ms β no change β β QQuery 3 β 32.31 / 32.93 Β±0.77 / 34.42 ms β 31.31 / 31.62 Β±0.24 / 31.89 ms β no change β β QQuery 4 β 259.10 / 262.67 Β±3.21 / 268.16 ms β 187.54 / 192.41 Β±3.21 / 196.20 ms β +1.37x faster β β QQuery 5 β 288.55 / 292.56 Β±2.58 / 296.00 ms β 282.14 / 290.58 Β±8.91 / 305.53 ms β no change β β QQuery 6 β 1.42 / 4.59 Β±5.97 / 16.52 ms β 1.31 / 1.46 Β±0.23 / 1.92 ms β +3.15x faster β β QQuery 7 β 13.53 / 13.78 Β±0.14 / 13.94 ms β 13.32 / 13.35 Β±0.06 / 13.46 ms β no change β β QQuery 8 β 357.78 / 364.04 Β±3.41 / 367.86 ms β 295.64 / 307.44 Β±12.67 / 327.58 ms β +1.18x faster β β QQuery 9 β 519.51 / 525.43 Β±6.82 / 536.50 ms β 487.36 / 493.77 Β±4.17 / 498.00 ms β +1.06x faster β β QQuery 10 β 65.43 / 66.34 Β±0.64 / 67.12 ms β 66.68 / 67.93 Β±1.44 / 70.64 ms β no change β β QQuery 11 β 76.90 / 82.59 Β±9.00 / 100.50 ms β 77.54 / 79.34 Β±1.90 / 82.89 ms β no change β β QQuery 12 β 283.85 / 289.09 Β±4.63 / 295.81 ms β 272.10 / 280.58 Β±7.32 / 293.39 ms β no change β β QQuery 13 β 386.79 / 394.91 Β±6.08 / 403.90 ms β 366.35 / 378.21 Β±15.26 / 407.26 ms β no change β β QQuery 14 β 288.33 / 297.66 Β±5.45 / 303.67 ms β 289.15 / 306.20 Β±17.65 / 339.15 ms β no change β β QQuery 15 β 309.18 / 320.34 Β±8.41 / 332.19 ms β 221.45 / 230.29 Β±10.11 / 249.93 ms β +1.39x faster β β QQuery 16 β 668.06 / 676.45 Β±8.00 / 690.53 ms β 656.81 / 675.92 Β±11.03 / 689.50 ms β no change β β QQuery 17 β 670.79 / 681.82 Β±8.12 / 694.48 ms β 583.40 / 596.62 Β±12.08 / 614.17 ms β +1.14x faster β β QQuery 18 β 1354.53 / 1395.89 Β±26.40 / 1433.96 ms β 1148.86 / 1226.26 Β±43.66 / 1271.48 ms β +1.14x faster β β QQuery 19 β 28.32 / 29.79 Β±2.72 / 35.22 ms β 28.34 / 41.93 Β±16.41 / 65.89 ms β 1.41x slower β β QQuery 20 β 528.14 / 535.75 Β±4.94 / 543.38 ms β 522.17 / 533.36 Β±9.32 / 547.60 ms β no change β β QQuery 21 β 519.43 / 532.92 Β±8.04 / 542.20 ms β 534.49 / 561.41 Β±16.56 / 585.22 ms β 1.05x slower β β QQuery 22 β 1054.83 / 1075.73 Β±24.43 / 1119.86 ms β 1126.59 / 1145.82 Β±15.29 / 1163.65 ms β 1.07x slower β β QQuery 23 β 3265.46 / 3385.78 Β±85.83 / 3487.71 ms β 3394.65 / 3538.11 Β±120.61 / 3729.57 ms β no change β β QQuery 24 β 40.70 / 120.24 Β±128.93 / 373.95 ms β 41.74 / 104.01 Β±54.27 / 166.18 ms β +1.16x faster β β QQuery 25 β 105.98 / 155.45 Β±95.42 / 346.25 ms β 105.03 / 175.14 Β±119.89 / 412.71 ms β 1.13x slower β β QQuery 26 β 41.24 / 42.20 Β±0.52 / 42.73 ms β 40.72 / 41.23 Β±0.62 / 42.41 ms β no change β β QQuery 27 β 514.06 / 520.12 Β±5.28 / 528.88 ms β 513.00 / 529.39 Β±9.37 / 540.28 ms β no change β β QQuery 28 β 2869.20 / 2895.49 Β±16.79 / 2922.20 ms β 3016.56 / 3056.48 Β±29.41 / 3107.49 ms β 1.06x slower β β QQuery 29 β 41.54 / 45.29 Β±6.58 / 58.39 ms β 41.97 / 50.27 Β±15.84 / 81.95 ms β 1.11x slower β β QQuery 30 β 304.32 / 311.89 Β±5.37 / 318.50 ms β 292.35 / 312.37 Β±16.04 / 338.77 ms β no change β β QQuery 31 β 277.97 / 300.02 Β±23.39 / 344.61 ms β 252.62 / 260.86 Β±7.23 / 274.29 ms β +1.15x faster β β QQuery 32 β 1117.09 / 1219.80 Β±70.14 / 1297.64 ms β 751.19 / 787.54 Β±52.62 / 891.82 ms β +1.55x faster β β QQuery 33 β 1565.69 / 1672.27 Β±166.73 / 2004.27 ms β 1543.74 / 1632.01 Β±96.35 / 1753.61 ms β no change β β QQuery 34 β 1576.25 / 1607.85 Β±31.61 / 1668.12 ms β 1527.98 / 1566.28 Β±36.21 / 1630.11 ms β no change β β QQuery 35 β 289.24 / 408.11 Β±211.83 / 831.46 ms β 238.27 / 277.49 Β±43.58 / 341.96 ms β +1.47x faster β β QQuery 36 β 69.12 / 76.12 Β±4.03 / 80.15 ms β 68.44 / 72.68 Β±3.58 / 79.03 ms β no change β β QQuery 37 β 35.44 / 36.49 Β±0.92 / 38.12 ms β 36.17 / 39.44 Β±2.02 / 42.42 ms β 1.08x slower β β QQuery 38 β 40.59 / 44.85 Β±4.85 / 54.19 ms β 42.92 / 47.78 Β±3.99 / 53.70 ms β 1.07x slower β β QQuery 39 β 153.00 / 160.46 Β±9.08 / 178.19 ms β 143.74 / 153.90 Β±6.63 / 161.62 ms β no change β β QQuery 40 β 14.20 / 14.72 Β±0.46 / 15.56 ms β 14.96 / 16.48 Β±1.88 / 20.07 ms β 1.12x slower β β QQuery 41 β 13.42 / 13.69 Β±0.22 / 14.07 ms β 14.28 / 18.32 Β±7.33 / 32.97 ms β 1.34x slower β β QQuery 42 β 12.96 / 13.21 Β±0.23 / 13.61 ms β 14.06 / 16.86 Β±3.92 / 24.18 ms β 1.28x slower β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 20973.40ms β β Total Time (codex_frozen-final-aggregation-poc) β 20204.49ms β β Average Time (HEAD) β 487.75ms β β Average Time (codex_frozen-final-aggregation-poc) β 469.87ms β β Queries Faster β 11 β β Queries Slower β 11 β β Queries with No Change β 21 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **clickbench_partitioned β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 110.0s | | Peak memory | 17.3 GiB | | Avg memory | 5.5 GiB | | CPU user | 1024.2s | | CPU sys | 102.1s | | Peak spill | 0 B | **clickbench_partitioned β branch** | Metric | Value | |--------|-------| | Wall time | 105.0s | | Peak memory | 18.1 GiB | | Avg memory | 5.2 GiB | | CPU user | 961.9s | | CPU sys | 101.5s | | 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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