adriangbot commented on PR #26068: URL: https://github.com/apache/datafusion/pull/26068#issuecomment-6008641554
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/26068#issuecomment-6008421880) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing benchmark-dict-flag (a51253ef6bf96dadeed70d8a6f1676780c2819f8) to c0e872f (merge-base) [diff](https://github.com/apache/datafusion/compare/c0e872fb4d02542cfa86b7bc40535ee5023a325a..a51253ef6bf96dadeed70d8a6f1676780c2819f8) <details><summary>Run configuration</summary> ```yaml run benchmark clickbench_partitioned ``` </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 benchmark-dict-flag -------------------- Benchmark clickbench_partitioned.json -------------------- βββββββββββββ³βββββββββββββ³ββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β benchmark-dict-flag β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 0 β 1.20 ms β 1.15 ms β no change β β QQuery 1 β 11.36 ms β 11.20 ms β no change β β QQuery 2 β 36.71 ms β 36.17 ms β no change β β QQuery 3 β 31.17 ms β 30.49 ms β no change β β QQuery 4 β 228.81 ms β 228.82 ms β no change β β QQuery 5 β 269.07 ms β 1494.57 ms β 5.55x slower β β QQuery 6 β 1.27 ms β 1.18 ms β +1.07x faster β β QQuery 7 β 12.61 ms β 12.21 ms β no change β β QQuery 8 β 326.14 ms β 337.15 ms β no change β β QQuery 9 β 463.29 ms β 476.76 ms β no change β β QQuery 10 β 62.62 ms β 196.88 ms β 3.14x slower β β QQuery 11 β 74.30 ms β 208.61 ms β 2.81x slower β β QQuery 12 β 258.93 ms β 1489.71 ms β 5.75x slower β β QQuery 13 β 362.24 ms β 2134.06 ms β 5.89x slower β β QQuery 14 β 275.20 ms β 1604.43 ms β 5.83x slower β β QQuery 15 β 278.82 ms β 286.51 ms β no change β β QQuery 16 β 604.35 ms β 3663.30 ms β 6.06x slower β β QQuery 17 β 617.07 ms β 3597.77 ms β 5.83x slower β β QQuery 18 β 1239.38 ms β 6751.35 ms β 5.45x slower β β QQuery 19 β 27.57 ms β 27.03 ms β no change β β QQuery 20 β 522.25 ms β 1048.27 ms β 2.01x slower β β QQuery 21 β 515.13 ms β 1360.04 ms β 2.64x slower β β QQuery 22 β 991.38 ms β 3225.85 ms β 3.25x slower β β QQuery 23 β 3175.22 ms β 9241.24 ms β 2.91x slower β β QQuery 24 β 42.31 ms β 95.22 ms β 2.25x slower β β QQuery 25 β 104.14 ms β 352.09 ms β 3.38x slower β β QQuery 26 β 40.93 ms β 96.67 ms β 2.36x slower β β QQuery 27 β 513.43 ms β 1142.20 ms β 2.22x slower β β QQuery 28 β 2904.71 ms β 3498.67 ms β 1.20x slower β β QQuery 29 β 39.92 ms β 38.55 ms β no change β β QQuery 30 β 308.12 ms β 546.84 ms β 1.77x slower β β QQuery 31 β 278.50 ms β 531.64 ms β 1.91x slower β β QQuery 32 β 1101.07 ms β 1066.26 ms β no change β β QQuery 33 β 1605.29 ms β 13634.43 ms β 8.49x slower β β QQuery 34 β 1566.22 ms β 13858.20 ms β 8.85x slower β β QQuery 35 β 293.63 ms β 285.01 ms β no change β β QQuery 36 β 65.30 ms β 172.43 ms β 2.64x slower β β QQuery 37 β 35.31 ms β 95.95 ms β 2.72x slower β β QQuery 38 β 43.70 ms β 79.35 ms β 1.82x slower β β QQuery 39 β 135.41 ms β 381.85 ms β 2.82x slower β β QQuery 40 β 14.14 ms β 13.97 ms β no change β β QQuery 41 β 13.65 ms β 13.10 ms β no change β β QQuery 42 β 13.03 ms β 12.75 ms β no change β βββββββββββββ΄βββββββββββββ΄ββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 19504.87ms β β Total Time (benchmark-dict-flag) β 73379.92ms β β Average Time (HEAD) β 453.60ms β β Average Time (benchmark-dict-flag) β 1706.51ms β β Queries Faster β 1 β β Queries Slower β 26 β β Queries with No Change β 16 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and benchmark-dict-flag -------------------- Benchmark clickbench_partitioned.json -------------------- βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β benchmark-dict-flag β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 0 β 1.20 / 3.95 Β±5.42 / 14.79 ms β 1.15 / 4.11 Β±5.80 / 15.71 ms β no change β β QQuery 1 β 11.36 / 11.66 Β±0.30 / 12.15 ms β 11.20 / 11.42 Β±0.14 / 11.59 ms β no change β β QQuery 2 β 36.71 / 36.84 Β±0.15 / 37.10 ms β 36.17 / 36.64 Β±0.47 / 37.46 ms β no change β β QQuery 3 β 31.17 / 31.96 Β±0.81 / 33.34 ms β 30.49 / 30.90 Β±0.31 / 31.42 ms β no change β β QQuery 4 β 228.81 / 234.35 Β±3.81 / 237.86 ms β 228.82 / 233.89 Β±4.14 / 240.65 ms β no change β β QQuery 5 β 269.07 / 272.29 Β±3.50 / 278.65 ms β 1494.57 / 1536.60 Β±24.16 / 1568.75 ms β 5.64x slower β β QQuery 6 β 1.27 / 1.44 Β±0.24 / 1.92 ms β 1.18 / 1.34 Β±0.22 / 1.78 ms β +1.08x faster β β QQuery 7 β 12.61 / 12.74 Β±0.13 / 12.97 ms β 12.21 / 12.38 Β±0.09 / 12.47 ms β no change β β QQuery 8 β 326.14 / 330.79 Β±4.05 / 337.24 ms β 337.15 / 345.54 Β±8.22 / 361.01 ms β no change β β QQuery 9 β 463.29 / 470.33 Β±8.06 / 485.89 ms β 476.76 / 496.89 Β±11.30 / 511.64 ms β 1.06x slower β β QQuery 10 β 62.62 / 64.11 Β±1.31 / 66.50 ms β 196.88 / 199.47 Β±2.27 / 203.29 ms β 3.11x slower β β QQuery 11 β 74.30 / 75.35 Β±0.86 / 76.84 ms β 208.61 / 209.86 Β±0.78 / 210.78 ms β 2.79x slower β β QQuery 12 β 258.93 / 262.06 Β±3.57 / 268.36 ms β 1489.71 / 1539.64 Β±28.81 / 1571.05 ms β 5.88x slower β β QQuery 13 β 362.24 / 379.50 Β±14.17 / 402.17 ms β 2134.06 / 2493.24 Β±344.96 / 2956.10 ms β 6.57x slower β β QQuery 14 β 275.20 / 278.32 Β±2.94 / 283.51 ms β 1604.43 / 1636.60 Β±21.69 / 1665.88 ms β 5.88x slower β β QQuery 15 β 278.82 / 287.73 Β±6.49 / 295.07 ms β 286.51 / 300.54 Β±12.55 / 316.47 ms β no change β β QQuery 16 β 604.35 / 616.89 Β±7.28 / 625.95 ms β 3663.30 / 3700.55 Β±38.92 / 3774.82 ms β 6.00x slower β β QQuery 17 β 617.07 / 620.91 Β±4.43 / 629.49 ms β 3597.77 / 3711.13 Β±73.65 / 3824.83 ms β 5.98x slower β β QQuery 18 β 1239.38 / 1278.77 Β±20.82 / 1295.75 ms β 6751.35 / 6869.14 Β±115.63 / 7081.32 ms β 5.37x slower β β QQuery 19 β 27.57 / 28.19 Β±0.53 / 28.92 ms β 27.03 / 33.76 Β±13.01 / 59.77 ms β 1.20x slower β β QQuery 20 β 522.25 / 527.97 Β±5.90 / 539.08 ms β 1048.27 / 1058.03 Β±9.55 / 1073.74 ms β 2.00x slower β β QQuery 21 β 515.13 / 526.74 Β±13.17 / 549.20 ms β 1360.04 / 1361.56 Β±1.66 / 1364.62 ms β 2.58x slower β β QQuery 22 β 991.38 / 1025.77 Β±19.00 / 1041.95 ms β 3225.85 / 3252.38 Β±22.21 / 3283.79 ms β 3.17x slower β β QQuery 23 β 3175.22 / 3237.21 Β±56.66 / 3307.32 ms β 9241.24 / 9388.73 Β±118.38 / 9494.93 ms β 2.90x slower β β QQuery 24 β 42.31 / 132.43 Β±79.48 / 254.66 ms β 95.22 / 131.40 Β±68.43 / 268.22 ms β no change β β QQuery 25 β 104.14 / 116.85 Β±14.27 / 137.98 ms β 352.09 / 356.34 Β±3.75 / 361.69 ms β 3.05x slower β β QQuery 26 β 40.93 / 45.03 Β±4.43 / 52.54 ms β 96.67 / 97.54 Β±0.74 / 98.77 ms β 2.17x slower β β QQuery 27 β 513.43 / 520.40 Β±7.64 / 530.08 ms β 1142.20 / 1154.59 Β±6.50 / 1160.49 ms β 2.22x slower β β QQuery 28 β 2904.71 / 2917.76 Β±10.99 / 2931.40 ms β 3498.67 / 3544.69 Β±31.50 / 3576.28 ms β 1.21x slower β β QQuery 29 β 39.92 / 44.36 Β±7.54 / 59.35 ms β 38.55 / 48.56 Β±13.09 / 72.04 ms β 1.09x slower β β QQuery 30 β 308.12 / 315.87 Β±6.70 / 328.02 ms β 546.84 / 552.47 Β±3.79 / 557.52 ms β 1.75x slower β β QQuery 31 β 278.50 / 290.03 Β±11.41 / 309.70 ms β 531.64 / 549.87 Β±11.57 / 566.92 ms β 1.90x slower β β QQuery 32 β 1101.07 / 1124.71 Β±23.50 / 1168.19 ms β 1066.26 / 1103.24 Β±30.68 / 1142.80 ms β no change β β QQuery 33 β 1605.29 / 1627.55 Β±18.98 / 1661.72 ms β 13634.43 / 14226.42 Β±572.42 / 15060.11 ms β 8.74x slower β β QQuery 34 β 1566.22 / 1606.32 Β±31.31 / 1653.69 ms β 13858.20 / 14386.94 Β±313.36 / 14742.15 ms β 8.96x slower β β QQuery 35 β 293.63 / 341.93 Β±73.21 / 487.73 ms β 285.01 / 307.02 Β±18.35 / 340.37 ms β +1.11x faster β β QQuery 36 β 65.30 / 68.04 Β±2.03 / 70.47 ms β 172.43 / 186.86 Β±8.10 / 197.04 ms β 2.75x slower β β QQuery 37 β 35.31 / 49.45 Β±24.14 / 97.49 ms β 95.95 / 101.04 Β±7.64 / 116.11 ms β 2.04x slower β β QQuery 38 β 43.70 / 47.49 Β±4.03 / 54.30 ms β 79.35 / 83.32 Β±2.35 / 86.13 ms β 1.75x slower β β QQuery 39 β 135.41 / 146.33 Β±8.78 / 157.91 ms β 381.85 / 393.81 Β±9.86 / 404.68 ms β 2.69x slower β β QQuery 40 β 14.14 / 14.25 Β±0.12 / 14.47 ms β 13.97 / 15.13 Β±0.98 / 16.73 ms β 1.06x slower β β QQuery 41 β 13.65 / 15.26 Β±3.15 / 21.57 ms β 13.10 / 15.84 Β±5.25 / 26.34 ms β no change β β QQuery 42 β 13.03 / 14.96 Β±3.56 / 22.09 ms β 12.75 / 12.85 Β±0.07 / 12.96 ms β +1.16x faster β βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 20054.89ms β β Total Time (benchmark-dict-flag) β 75732.29ms β β Average Time (HEAD) β 466.39ms β β Average Time (benchmark-dict-flag) β 1761.22ms β β Queries Faster β 3 β β Queries Slower β 29 β β Queries with No Change β 11 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **clickbench_partitioned β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 105.0s | | Peak memory | 18.6 GiB | | Avg memory | 6.1 GiB | | CPU user | 993.8s | | CPU sys | 97.2s | | Peak spill | 0 B | **clickbench_partitioned β branch** | Metric | Value | |--------|-------| | Wall time | 380.1s | | Peak memory | 13.1 GiB | | Avg memory | 6.1 GiB | | CPU user | 3316.1s | | CPU sys | 202.7s | | 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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