adriangbot commented on PR #25752: URL: https://github.com/apache/datafusion/pull/25752#issuecomment-5838694493
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25752#issuecomment-5838567049) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing optional-filters-final (abacf40c5057b52bbec82b5ff2880e0fbc3444f2) to 5719930 (merge-base) [diff](https://github.com/apache/datafusion/compare/5719930666fb590b318cd286cbb00cc473efe244..abacf40c5057b52bbec82b5ff2880e0fbc3444f2) <details><summary>Run configuration</summary> ```yaml run benchmark tpcds changed: env: DATAFUSION_EXECUTION_OPTIONAL_FILTER_MODE: "pruning_only" DATAFUSION_EXECUTION_PARQUET_PUSHDOWN_FILTERS: "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 optional-filters-final -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³βββββββββββββ³βββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β optional-filters-final β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 6.23 ms β 6.15 ms β no change β β QQuery 2 β 84.26 ms β 86.58 ms β no change β β QQuery 3 β 30.91 ms β 32.14 ms β no change β β QQuery 4 β 540.93 ms β 575.59 ms β 1.06x slower β β QQuery 5 β 53.46 ms β 57.91 ms β 1.08x slower β β QQuery 6 β 38.30 ms β 41.42 ms β 1.08x slower β β QQuery 7 β 76.60 ms β 75.74 ms β no change β β QQuery 8 β 37.85 ms β 40.76 ms β 1.08x slower β β QQuery 9 β 52.44 ms β 57.53 ms β 1.10x slower β β QQuery 10 β 63.32 ms β 67.69 ms β 1.07x slower β β QQuery 11 β 325.86 ms β 349.81 ms β 1.07x slower β β QQuery 12 β 30.62 ms β 32.78 ms β 1.07x slower β β QQuery 13 β 121.21 ms β 121.40 ms β no change β β QQuery 14 β 405.82 ms β 410.79 ms β no change β β QQuery 15 β 60.85 ms β 63.05 ms β no change β β QQuery 16 β 7.09 ms β 7.09 ms β no change β β QQuery 17 β 81.32 ms β 87.83 ms β 1.08x slower β β QQuery 18 β 108.39 ms β 118.02 ms β 1.09x slower β β QQuery 19 β 43.24 ms β 47.66 ms β 1.10x slower β β QQuery 20 β 38.62 ms β 47.61 ms β 1.23x slower β β QQuery 21 β 18.03 ms β 20.95 ms β 1.16x slower β β QQuery 22 β 70.67 ms β 82.54 ms β 1.17x slower β β QQuery 23 β 350.44 ms β 379.15 ms β 1.08x slower β β QQuery 24 β 220.81 ms β 224.46 ms β no change β β QQuery 25 β 114.26 ms β 122.04 ms β 1.07x slower β β QQuery 26 β 49.56 ms β 49.77 ms β no change β β QQuery 27 β 6.94 ms β 6.76 ms β no change β β QQuery 28 β 59.72 ms β 60.12 ms β no change β β QQuery 29 β 101.14 ms β 100.92 ms β no change β β QQuery 30 β 35.45 ms β 34.31 ms β no change β β QQuery 31 β 113.69 ms β 117.93 ms β no change β β QQuery 32 β 21.46 ms β 23.81 ms β 1.11x slower β β QQuery 33 β 39.10 ms β 41.17 ms β 1.05x slower β β QQuery 34 β 10.79 ms β 11.23 ms β no change β β QQuery 35 β 77.04 ms β 79.53 ms β no change β β QQuery 36 β 6.43 ms β 6.27 ms β no change β β QQuery 37 β 7.54 ms β 9.27 ms β 1.23x slower β β QQuery 38 β 66.80 ms β 72.22 ms β 1.08x slower β β QQuery 39 β 79.14 ms β 80.73 ms β no change β β QQuery 40 β 25.98 ms β 25.88 ms β no change β β QQuery 41 β 12.67 ms β 12.39 ms β no change β β QQuery 42 β 26.16 ms β 25.56 ms β no change β β QQuery 43 β 6.04 ms β 5.09 ms β +1.19x faster β β QQuery 44 β 10.75 ms β 9.49 ms β +1.13x faster β β QQuery 45 β 53.13 ms β 47.24 ms β +1.12x faster β β QQuery 46 β 14.24 ms β 13.07 ms β +1.09x faster β β QQuery 47 β 282.97 ms β 277.94 ms β no change β β QQuery 48 β 101.07 ms β 104.05 ms β no change β β QQuery 49 β 76.80 ms β 78.24 ms β no change β β QQuery 50 β 63.07 ms β 62.58 ms β no change β β QQuery 51 β 101.25 ms β 100.81 ms β no change β β QQuery 52 β 26.43 ms β 26.92 ms β no change β β QQuery 53 β 31.70 ms β 33.17 ms β no change β β QQuery 54 β 58.50 ms β 56.87 ms β no change β β QQuery 55 β 25.84 ms β 25.89 ms β no change β β QQuery 56 β 42.09 ms β 40.92 ms β no change β β QQuery 57 β 185.10 ms β 186.61 ms β no change β β QQuery 58 β 114.67 ms β 115.62 ms β no change β β QQuery 59 β 122.17 ms β 118.42 ms β no change β β QQuery 60 β 42.56 ms β 40.57 ms β no change β β QQuery 61 β 13.45 ms β 11.88 ms β +1.13x faster β β QQuery 62 β 48.26 ms β 47.01 ms β no change β β QQuery 63 β 31.02 ms β 32.96 ms β 1.06x slower β β QQuery 64 β 389.45 ms β 375.69 ms β no change β β QQuery 65 β 139.20 ms β 73.06 ms β +1.91x faster β β QQuery 66 β 83.95 ms β 80.58 ms β no change β β QQuery 67 β 296.09 ms β 264.52 ms β +1.12x faster β β QQuery 68 β 13.59 ms β 12.74 ms β +1.07x faster β β QQuery 69 β 59.84 ms β 60.47 ms β no change β β QQuery 70 β 108.60 ms β 109.91 ms β no change β β QQuery 71 β 37.73 ms β 37.55 ms β no change β β QQuery 72 β 1878.65 ms β 2011.44 ms β 1.07x slower β β QQuery 73 β 11.23 ms β 11.50 ms β no change β β QQuery 74 β 191.33 ms β 200.14 ms β no change β β QQuery 75 β 147.13 ms β 154.34 ms β no change β β QQuery 76 β 36.18 ms β 37.21 ms β no change β β QQuery 77 β 64.41 ms β 68.27 ms β 1.06x slower β β QQuery 78 β 181.72 ms β 169.78 ms β +1.07x faster β β QQuery 79 β 71.73 ms β 70.76 ms β no change β β QQuery 80 β 103.10 ms β 101.10 ms β no change β β QQuery 81 β 28.57 ms β 27.01 ms β +1.06x faster β β QQuery 82 β 18.10 ms β 20.84 ms β 1.15x slower β β QQuery 83 β 36.33 ms β 35.88 ms β no change β β QQuery 84 β 30.74 ms β 30.80 ms β no change β β QQuery 85 β 107.54 ms β 104.71 ms β no change β β QQuery 86 β 27.43 ms β 29.15 ms β 1.06x slower β β QQuery 87 β 67.86 ms β 77.14 ms β 1.14x slower β β QQuery 88 β 64.70 ms β 62.24 ms β no change β β QQuery 89 β 37.28 ms β 39.56 ms β 1.06x slower β β QQuery 90 β 17.86 ms β 18.36 ms β no change β β QQuery 91 β 46.21 ms β 45.95 ms β no change β β QQuery 92 β 31.55 ms β 34.49 ms β 1.09x slower β β QQuery 93 β 51.59 ms β 54.04 ms β no change β β QQuery 94 β 40.90 ms β 42.10 ms β no change β β QQuery 95 β 83.13 ms β 85.63 ms β no change β β QQuery 96 β 24.42 ms β 24.65 ms β no change β β QQuery 97 β 52.61 ms β 53.67 ms β no change β β QQuery 98 β 45.66 ms β 48.34 ms β 1.06x slower β β QQuery 99 β 68.80 ms β 68.63 ms β no change β βββββββββββββ΄βββββββββββββ΄βββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9867.43ms β β Total Time (optional-filters-final) β 10092.17ms β β Average Time (HEAD) β 99.67ms β β Average Time (optional-filters-final) β 101.94ms β β Queries Faster β 10 β β Queries Slower β 29 β β Queries with No Change β 60 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and optional-filters-final -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β optional-filters-final β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 6.23 / 6.89 Β±1.05 / 8.99 ms β 6.15 / 6.73 Β±0.99 / 8.70 ms β no change β β QQuery 2 β 84.26 / 84.99 Β±0.57 / 85.86 ms β 86.58 / 87.06 Β±0.44 / 87.87 ms β no change β β QQuery 3 β 30.91 / 31.25 Β±0.29 / 31.75 ms β 32.14 / 32.45 Β±0.26 / 32.88 ms β no change β β QQuery 4 β 540.93 / 556.57 Β±9.92 / 568.14 ms β 575.59 / 593.78 Β±10.49 / 606.56 ms β 1.07x slower β β QQuery 5 β 53.46 / 53.79 Β±0.27 / 54.14 ms β 57.91 / 58.31 Β±0.32 / 58.88 ms β 1.08x slower β β QQuery 6 β 38.30 / 38.73 Β±0.29 / 39.19 ms β 41.42 / 42.46 Β±0.95 / 43.94 ms β 1.10x slower β β QQuery 7 β 76.60 / 77.91 Β±0.97 / 79.25 ms β 75.74 / 76.94 Β±0.71 / 77.82 ms β no change β β QQuery 8 β 37.85 / 38.44 Β±0.59 / 39.56 ms β 40.76 / 41.29 Β±0.39 / 41.90 ms β 1.07x slower β β QQuery 9 β 52.44 / 55.67 Β±1.81 / 57.78 ms β 57.53 / 60.39 Β±2.81 / 65.56 ms β 1.08x slower β β QQuery 10 β 63.32 / 64.98 Β±2.82 / 70.58 ms β 67.69 / 69.98 Β±3.92 / 77.80 ms β 1.08x slower β β QQuery 11 β 325.86 / 336.89 Β±7.97 / 350.77 ms β 349.81 / 356.81 Β±5.62 / 365.32 ms β 1.06x slower β β QQuery 12 β 30.62 / 31.01 Β±0.37 / 31.70 ms β 32.78 / 33.51 Β±0.64 / 34.62 ms β 1.08x slower β β QQuery 13 β 121.21 / 123.78 Β±3.94 / 131.61 ms β 121.40 / 123.08 Β±0.91 / 124.13 ms β no change β β QQuery 14 β 405.82 / 410.41 Β±3.17 / 414.98 ms β 410.79 / 418.33 Β±5.03 / 425.49 ms β no change β β QQuery 15 β 60.85 / 64.83 Β±2.45 / 68.01 ms β 63.05 / 65.06 Β±1.20 / 66.75 ms β no change β β QQuery 16 β 7.09 / 7.20 Β±0.09 / 7.32 ms β 7.09 / 7.16 Β±0.09 / 7.28 ms β no change β β QQuery 17 β 81.32 / 83.43 Β±2.08 / 87.40 ms β 87.83 / 89.70 Β±3.45 / 96.59 ms β 1.08x slower β β QQuery 18 β 108.39 / 109.44 Β±1.14 / 111.65 ms β 118.02 / 121.18 Β±2.41 / 125.25 ms β 1.11x slower β β QQuery 19 β 43.24 / 43.97 Β±0.91 / 45.70 ms β 47.66 / 48.62 Β±0.86 / 49.87 ms β 1.11x slower β β QQuery 20 β 38.62 / 39.32 Β±1.03 / 41.34 ms β 47.61 / 48.78 Β±0.94 / 50.03 ms β 1.24x slower β β QQuery 21 β 18.03 / 18.28 Β±0.17 / 18.51 ms β 20.95 / 21.51 Β±0.41 / 22.03 ms β 1.18x slower β β QQuery 22 β 70.67 / 72.06 Β±0.75 / 72.81 ms β 82.54 / 83.91 Β±1.29 / 86.08 ms β 1.16x slower β β QQuery 23 β 350.44 / 364.33 Β±8.16 / 373.72 ms β 379.15 / 395.14 Β±8.71 / 404.03 ms β 1.08x slower β β QQuery 24 β 220.81 / 223.66 Β±2.71 / 227.17 ms β 224.46 / 235.01 Β±8.44 / 249.82 ms β 1.05x slower β β QQuery 25 β 114.26 / 117.56 Β±1.67 / 118.85 ms β 122.04 / 124.18 Β±1.51 / 126.26 ms β 1.06x slower β β QQuery 26 β 49.56 / 50.08 Β±0.42 / 50.66 ms β 49.77 / 52.07 Β±3.74 / 59.52 ms β no change β β QQuery 27 β 6.94 / 7.05 Β±0.09 / 7.18 ms β 6.76 / 6.95 Β±0.18 / 7.26 ms β no change β β QQuery 28 β 59.72 / 61.76 Β±1.83 / 64.26 ms β 60.12 / 60.64 Β±0.49 / 61.25 ms β no change β β QQuery 29 β 101.14 / 103.04 Β±2.61 / 108.15 ms β 100.92 / 103.03 Β±1.72 / 105.93 ms β no change β β QQuery 30 β 35.45 / 35.68 Β±0.14 / 35.88 ms β 34.31 / 36.61 Β±3.57 / 43.72 ms β no change β β QQuery 31 β 113.69 / 114.61 Β±1.30 / 117.16 ms β 117.93 / 119.76 Β±2.08 / 123.75 ms β no change β β QQuery 32 β 21.46 / 23.28 Β±2.75 / 28.76 ms β 23.81 / 24.08 Β±0.19 / 24.32 ms β no change β β QQuery 33 β 39.10 / 40.08 Β±0.74 / 40.81 ms β 41.17 / 41.73 Β±0.63 / 42.84 ms β no change β β QQuery 34 β 10.79 / 11.04 Β±0.17 / 11.29 ms β 11.23 / 13.54 Β±3.53 / 20.49 ms β 1.23x slower β β QQuery 35 β 77.04 / 77.91 Β±0.63 / 78.96 ms β 79.53 / 82.00 Β±1.27 / 83.08 ms β 1.05x slower β β QQuery 36 β 6.43 / 6.53 Β±0.12 / 6.76 ms β 6.27 / 6.37 Β±0.14 / 6.64 ms β no change β β QQuery 37 β 7.54 / 7.58 Β±0.04 / 7.65 ms β 9.27 / 9.46 Β±0.14 / 9.68 ms β 1.25x slower β β QQuery 38 β 66.80 / 67.81 Β±1.42 / 70.59 ms β 72.22 / 73.51 Β±1.37 / 76.02 ms β 1.08x slower β β QQuery 39 β 79.14 / 81.03 Β±1.08 / 82.37 ms β 80.73 / 82.88 Β±3.31 / 89.44 ms β no change β β QQuery 40 β 25.98 / 26.74 Β±0.44 / 27.35 ms β 25.88 / 26.54 Β±0.55 / 27.46 ms β no change β β QQuery 41 β 12.67 / 12.90 Β±0.19 / 13.20 ms β 12.39 / 12.61 Β±0.14 / 12.81 ms β no change β β QQuery 42 β 26.16 / 26.47 Β±0.29 / 27.00 ms β 25.56 / 26.41 Β±0.93 / 28.20 ms β no change β β QQuery 43 β 6.04 / 6.70 Β±1.11 / 8.91 ms β 5.09 / 5.23 Β±0.18 / 5.58 ms β +1.28x faster β β QQuery 44 β 10.75 / 10.91 Β±0.16 / 11.21 ms β 9.49 / 9.56 Β±0.06 / 9.66 ms β +1.14x faster β β QQuery 45 β 53.13 / 56.14 Β±2.80 / 61.40 ms β 47.24 / 47.96 Β±0.86 / 49.55 ms β +1.17x faster β β QQuery 46 β 14.24 / 14.56 Β±0.27 / 14.97 ms β 13.07 / 13.58 Β±0.32 / 13.95 ms β +1.07x faster β β QQuery 47 β 282.97 / 288.39 Β±5.91 / 296.08 ms β 277.94 / 282.63 Β±3.83 / 288.28 ms β no change β β QQuery 48 β 101.07 / 102.18 Β±0.90 / 103.36 ms β 104.05 / 104.61 Β±0.34 / 105.01 ms β no change β β QQuery 49 β 76.80 / 77.95 Β±0.86 / 79.40 ms β 78.24 / 81.57 Β±4.83 / 91.14 ms β no change β β QQuery 50 β 63.07 / 64.23 Β±1.18 / 66.35 ms β 62.58 / 63.81 Β±0.99 / 65.20 ms β no change β β QQuery 51 β 101.25 / 102.35 Β±1.35 / 105.00 ms β 100.81 / 103.28 Β±2.64 / 108.24 ms β no change β β QQuery 52 β 26.43 / 26.96 Β±0.32 / 27.37 ms β 26.92 / 27.39 Β±0.38 / 27.84 ms β no change β β QQuery 53 β 31.70 / 31.82 Β±0.10 / 31.98 ms β 33.17 / 33.51 Β±0.22 / 33.77 ms β 1.05x slower β β QQuery 54 β 58.50 / 61.44 Β±3.70 / 68.31 ms β 56.87 / 57.73 Β±1.00 / 59.67 ms β +1.06x faster β β QQuery 55 β 25.84 / 26.00 Β±0.23 / 26.44 ms β 25.89 / 26.39 Β±0.38 / 26.87 ms β no change β β QQuery 56 β 42.09 / 42.74 Β±0.45 / 43.40 ms β 40.92 / 41.65 Β±0.54 / 42.39 ms β no change β β QQuery 57 β 185.10 / 186.31 Β±2.20 / 190.71 ms β 186.61 / 189.17 Β±1.45 / 191.10 ms β no change β β QQuery 58 β 114.67 / 116.78 Β±1.80 / 120.05 ms β 115.62 / 118.18 Β±1.90 / 120.82 ms β no change β β QQuery 59 β 122.17 / 122.79 Β±0.65 / 124.02 ms β 118.42 / 121.07 Β±2.97 / 126.78 ms β no change β β QQuery 60 β 42.56 / 42.86 Β±0.28 / 43.30 ms β 40.57 / 41.02 Β±0.44 / 41.84 ms β no change β β QQuery 61 β 13.45 / 13.68 Β±0.14 / 13.88 ms β 11.88 / 12.04 Β±0.11 / 12.18 ms β +1.14x faster β β QQuery 62 β 48.26 / 50.34 Β±2.51 / 54.62 ms β 47.01 / 48.09 Β±1.17 / 50.27 ms β no change β β QQuery 63 β 31.02 / 31.49 Β±0.36 / 31.92 ms β 32.96 / 33.51 Β±0.46 / 34.30 ms β 1.06x slower β β QQuery 64 β 389.45 / 403.48 Β±9.16 / 413.05 ms β 375.69 / 383.74 Β±7.17 / 392.39 ms β no change β β QQuery 65 β 139.20 / 140.51 Β±0.94 / 142.08 ms β 73.06 / 75.33 Β±2.71 / 80.64 ms β +1.87x faster β β QQuery 66 β 83.95 / 85.50 Β±0.95 / 86.76 ms β 80.58 / 81.33 Β±0.56 / 82.14 ms β no change β β QQuery 67 β 296.09 / 300.08 Β±3.80 / 306.99 ms β 264.52 / 270.15 Β±4.24 / 276.88 ms β +1.11x faster β β QQuery 68 β 13.59 / 14.23 Β±0.93 / 16.07 ms β 12.74 / 12.89 Β±0.11 / 13.04 ms β +1.10x faster β β QQuery 69 β 59.84 / 61.54 Β±2.54 / 66.54 ms β 60.47 / 62.67 Β±3.33 / 69.28 ms β no change β β QQuery 70 β 108.60 / 112.45 Β±2.91 / 117.43 ms β 109.91 / 111.25 Β±1.04 / 112.81 ms β no change β β QQuery 71 β 37.73 / 39.19 Β±1.55 / 42.14 ms β 37.55 / 39.59 Β±3.66 / 46.91 ms β no change β β QQuery 72 β 1878.65 / 2017.15 Β±96.72 / 2156.96 ms β 2011.44 / 2140.15 Β±121.72 / 2345.33 ms β 1.06x slower β β QQuery 73 β 11.23 / 13.09 Β±2.88 / 18.83 ms β 11.50 / 11.82 Β±0.28 / 12.31 ms β +1.11x faster β β QQuery 74 β 191.33 / 197.76 Β±3.89 / 202.07 ms β 200.14 / 202.35 Β±2.27 / 206.23 ms β no change β β QQuery 75 β 147.13 / 149.20 Β±1.72 / 151.93 ms β 154.34 / 154.88 Β±0.68 / 156.21 ms β no change β β QQuery 76 β 36.18 / 38.00 Β±1.96 / 41.74 ms β 37.21 / 37.99 Β±0.44 / 38.42 ms β no change β β QQuery 77 β 64.41 / 65.02 Β±0.44 / 65.62 ms β 68.27 / 69.10 Β±0.67 / 70.03 ms β 1.06x slower β β QQuery 78 β 181.72 / 184.86 Β±2.80 / 188.54 ms β 169.78 / 178.67 Β±8.56 / 193.72 ms β no change β β QQuery 79 β 71.73 / 72.11 Β±0.30 / 72.56 ms β 70.76 / 74.60 Β±5.80 / 86.15 ms β no change β β QQuery 80 β 103.10 / 107.76 Β±6.72 / 121.08 ms β 101.10 / 102.51 Β±1.07 / 103.78 ms β no change β β QQuery 81 β 28.57 / 29.17 Β±0.37 / 29.73 ms β 27.01 / 28.53 Β±2.63 / 33.78 ms β no change β β QQuery 82 β 18.10 / 19.02 Β±1.13 / 21.25 ms β 20.84 / 21.07 Β±0.32 / 21.70 ms β 1.11x slower β β QQuery 83 β 36.33 / 36.81 Β±0.44 / 37.45 ms β 35.88 / 36.82 Β±1.14 / 38.97 ms β no change β β QQuery 84 β 30.74 / 31.52 Β±0.69 / 32.39 ms β 30.80 / 31.46 Β±0.60 / 32.57 ms β no change β β QQuery 85 β 107.54 / 109.50 Β±1.71 / 112.56 ms β 104.71 / 106.32 Β±0.96 / 107.45 ms β no change β β QQuery 86 β 27.43 / 28.07 Β±0.37 / 28.55 ms β 29.15 / 31.79 Β±3.40 / 38.51 ms β 1.13x slower β β QQuery 87 β 67.86 / 69.24 Β±1.16 / 71.21 ms β 77.14 / 78.24 Β±1.15 / 80.33 ms β 1.13x slower β β QQuery 88 β 64.70 / 65.79 Β±1.28 / 68.15 ms β 62.24 / 62.83 Β±0.34 / 63.20 ms β no change β β QQuery 89 β 37.28 / 37.74 Β±0.35 / 38.07 ms β 39.56 / 41.60 Β±3.31 / 48.18 ms β 1.10x slower β β QQuery 90 β 17.86 / 18.03 Β±0.10 / 18.14 ms β 18.36 / 18.56 Β±0.15 / 18.78 ms β no change β β QQuery 91 β 46.21 / 46.70 Β±0.40 / 47.17 ms β 45.95 / 47.17 Β±0.67 / 47.73 ms β no change β β QQuery 92 β 31.55 / 32.49 Β±0.59 / 33.26 ms β 34.49 / 35.27 Β±0.68 / 36.32 ms β 1.09x slower β β QQuery 93 β 51.59 / 52.53 Β±0.86 / 53.62 ms β 54.04 / 55.19 Β±1.22 / 57.47 ms β 1.05x slower β β QQuery 94 β 40.90 / 43.96 Β±3.19 / 49.88 ms β 42.10 / 44.60 Β±3.48 / 51.49 ms β no change β β QQuery 95 β 83.13 / 84.73 Β±0.95 / 85.95 ms β 85.63 / 86.75 Β±1.00 / 88.22 ms β no change β β QQuery 96 β 24.42 / 24.59 Β±0.13 / 24.81 ms β 24.65 / 25.07 Β±0.31 / 25.50 ms β no change β β QQuery 97 β 52.61 / 53.78 Β±1.41 / 56.30 ms β 53.67 / 55.48 Β±1.88 / 58.84 ms β no change β β QQuery 98 β 45.66 / 47.38 Β±2.02 / 51.21 ms β 48.34 / 49.50 Β±0.92 / 50.94 ms β no change β β QQuery 99 β 68.80 / 69.26 Β±0.43 / 69.85 ms β 68.63 / 69.34 Β±0.45 / 69.73 ms β no change β βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 10187.85ms β β Total Time (optional-filters-final) β 10416.14ms β β Average Time (HEAD) β 102.91ms β β Average Time (optional-filters-final) β 105.21ms β β Queries Faster β 10 β β Queries Slower β 31 β β Queries with No Change β 58 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **tpcds β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 55.0s | | Peak memory | 2.2 GiB | | Avg memory | 1.5 GiB | | CPU user | 217.4s | | CPU sys | 6.5s | | Peak spill | 0 B | **tpcds β branch** | Metric | Value | |--------|-------| | Wall time | 55.0s | | Peak memory | 2.1 GiB | | Avg memory | 1.4 GiB | | CPU user | 227.0s | | CPU sys | 6.8s | | 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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