adriangbot commented on PR #25752: URL: https://github.com/apache/datafusion/pull/25752#issuecomment-5835394494
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25752#issuecomment-5835267282) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing optional-filters-final (8084d3239b2de8a66fa8020524431fb6d12ae3e2) to 5719930 (merge-base) [diff](https://github.com/apache/datafusion/compare/5719930666fb590b318cd286cbb00cc473efe244..8084d3239b2de8a66fa8020524431fb6d12ae3e2) <details><summary>Run configuration</summary> ```yaml run benchmark tpcds changed: env: DATAFUSION_EXECUTION_OPTIONAL_FILTER_MIN_SAVING_NS_PER_ROW: "20" 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 -------------------- βββββββββββββ³βββββββββββββ³βββββββββββββββββββββββββ³βββββββββββββββββ β Query β HEAD β optional-filters-final β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.52 ms β 5.13 ms β +1.08x faster β β QQuery 2 β 80.41 ms β 43.43 ms β +1.85x faster β β QQuery 3 β 28.65 ms β 27.21 ms β +1.05x faster β β QQuery 4 β 439.19 ms β 340.15 ms β +1.29x faster β β QQuery 5 β 53.44 ms β 47.56 ms β +1.12x faster β β QQuery 6 β 37.98 ms β 30.84 ms β +1.23x faster β β QQuery 7 β 76.92 ms β 61.25 ms β +1.26x faster β β QQuery 8 β 38.49 ms β 14.96 ms β +2.57x faster β β QQuery 9 β 54.52 ms β 58.83 ms β 1.08x slower β β QQuery 10 β 61.56 ms β 73.70 ms β 1.20x slower β β QQuery 11 β 265.44 ms β 201.33 ms β +1.32x faster β β QQuery 12 β 28.83 ms β 26.94 ms β +1.07x faster β β QQuery 13 β 118.52 ms β 128.90 ms β 1.09x slower β β QQuery 14 β 391.27 ms β 426.05 ms β 1.09x slower β β QQuery 15 β 53.43 ms β 20.64 ms β +2.59x faster β β QQuery 16 β 6.48 ms β 5.97 ms β +1.08x faster β β QQuery 17 β 78.20 ms β 91.43 ms β 1.17x slower β β QQuery 18 β 103.07 ms β 88.88 ms β +1.16x faster β β QQuery 19 β 41.67 ms β 40.39 ms β no change β β QQuery 20 β 35.15 ms β 31.60 ms β +1.11x faster β β QQuery 21 β 16.82 ms β 19.49 ms β 1.16x slower β β QQuery 22 β 62.09 ms β 66.65 ms β 1.07x slower β β QQuery 23 β 309.27 ms β 355.94 ms β 1.15x slower β β QQuery 24 β 191.69 ms β 166.46 ms β +1.15x faster β β QQuery 25 β 107.36 ms β 102.78 ms β no change β β QQuery 26 β 47.70 ms β 42.44 ms β +1.12x faster β β QQuery 27 β 5.93 ms β 6.47 ms β 1.09x slower β β QQuery 28 β 60.37 ms β 59.87 ms β no change β β QQuery 29 β 94.73 ms β 111.05 ms β 1.17x slower β β QQuery 30 β 32.25 ms β 35.46 ms β 1.10x slower β β QQuery 31 β 107.83 ms β 121.59 ms β 1.13x slower β β QQuery 32 β 19.70 ms β 20.12 ms β no change β β QQuery 33 β 36.97 ms β 38.93 ms β 1.05x slower β β QQuery 34 β 10.15 ms β 10.56 ms β no change β β QQuery 35 β 71.13 ms β 82.59 ms β 1.16x slower β β QQuery 36 β 5.87 ms β 5.46 ms β +1.07x faster β β QQuery 37 β 6.86 ms β 8.74 ms β 1.27x slower β β QQuery 38 β 60.76 ms β 76.90 ms β 1.27x slower β β QQuery 39 β 74.08 ms β 70.08 ms β +1.06x faster β β QQuery 40 β 23.34 ms β 18.95 ms β +1.23x faster β β QQuery 41 β 11.03 ms β 10.93 ms β no change β β QQuery 42 β 23.55 ms β 23.56 ms β no change β β QQuery 43 β 4.75 ms β 4.51 ms β +1.05x faster β β QQuery 44 β 8.61 ms β 8.46 ms β no change β β QQuery 45 β 36.66 ms β 24.74 ms β +1.48x faster β β QQuery 46 β 11.83 ms β 12.31 ms β no change β β QQuery 47 β 224.73 ms β 217.63 ms β no change β β QQuery 48 β 100.99 ms β 114.52 ms β 1.13x slower β β QQuery 49 β 75.05 ms β 49.66 ms β +1.51x faster β β QQuery 50 β 61.82 ms β 71.53 ms β 1.16x slower β β QQuery 51 β 91.93 ms β 101.23 ms β 1.10x slower β β QQuery 52 β 24.40 ms β 23.88 ms β no change β β QQuery 53 β 30.17 ms β 30.70 ms β no change β β QQuery 54 β 54.42 ms β 28.71 ms β +1.90x faster β β QQuery 55 β 23.26 ms β 23.84 ms β no change β β QQuery 56 β 38.82 ms β 34.56 ms β +1.12x faster β β QQuery 57 β 169.08 ms β 133.81 ms β +1.26x faster β β QQuery 58 β 109.01 ms β 72.38 ms β +1.51x faster β β QQuery 59 β 115.22 ms β 78.26 ms β +1.47x faster β β QQuery 60 β 39.12 ms β 38.51 ms β no change β β QQuery 61 β 11.68 ms β 10.94 ms β +1.07x faster β β QQuery 62 β 44.32 ms β 38.30 ms β +1.16x faster β β QQuery 63 β 29.17 ms β 30.48 ms β no change β β QQuery 64 β 358.97 ms β 284.48 ms β +1.26x faster β β QQuery 65 β 129.78 ms β 89.05 ms β +1.46x faster β β QQuery 66 β 77.01 ms β 62.97 ms β +1.22x faster β β QQuery 67 β 246.15 ms β 249.50 ms β no change β β QQuery 68 β 12.12 ms β 12.18 ms β no change β β QQuery 69 β 56.33 ms β 69.83 ms β 1.24x slower β β QQuery 70 β 104.46 ms β 113.53 ms β 1.09x slower β β QQuery 71 β 35.79 ms β 33.46 ms β +1.07x faster β β QQuery 72 β 1802.81 ms β 114.22 ms β +15.78x faster β β QQuery 73 β 11.20 ms β 11.21 ms β no change β β QQuery 74 β 199.68 ms β 151.58 ms β +1.32x faster β β QQuery 75 β 150.54 ms β 156.93 ms β no change β β QQuery 76 β 36.56 ms β 38.40 ms β 1.05x slower β β QQuery 77 β 60.73 ms β 59.75 ms β no change β β QQuery 78 β 162.17 ms β 116.76 ms β +1.39x faster β β QQuery 79 β 66.39 ms β 66.79 ms β no change β β QQuery 80 β 96.31 ms β 75.84 ms β +1.27x faster β β QQuery 81 β 25.75 ms β 27.52 ms β 1.07x slower β β QQuery 82 β 16.41 ms β 17.97 ms β 1.09x slower β β QQuery 83 β 33.82 ms β 28.88 ms β +1.17x faster β β QQuery 84 β 29.56 ms β 30.10 ms β no change β β QQuery 85 β 103.62 ms β 120.03 ms β 1.16x slower β β QQuery 86 β 25.57 ms β 29.56 ms β 1.16x slower β β QQuery 87 β 61.32 ms β 76.67 ms β 1.25x slower β β QQuery 88 β 62.11 ms β 65.19 ms β no change β β QQuery 89 β 35.65 ms β 42.07 ms β 1.18x slower β β QQuery 90 β 16.96 ms β 18.03 ms β 1.06x slower β β QQuery 91 β 44.18 ms β 34.64 ms β +1.28x faster β β QQuery 92 β 29.38 ms β 28.31 ms β no change β β QQuery 93 β 49.42 ms β 49.06 ms β no change β β QQuery 94 β 39.47 ms β 35.00 ms β +1.13x faster β β QQuery 95 β 80.87 ms β 53.39 ms β +1.51x faster β β QQuery 96 β 23.94 ms β 26.09 ms β 1.09x slower β β QQuery 97 β 51.09 ms β 54.33 ms β 1.06x slower β β QQuery 98 β 43.00 ms β 37.30 ms β +1.15x faster β β QQuery 99 β 65.68 ms β 53.74 ms β +1.22x faster β βββββββββββββ΄βββββββββββββ΄βββββββββββββββββββββββββ΄βββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9128.07ms β β Total Time (optional-filters-final) β 6903.51ms β β Average Time (HEAD) β 92.20ms β β Average Time (optional-filters-final) β 69.73ms β β Queries Faster β 43 β β Queries Slower β 31 β β Queries with No Change β 25 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and optional-filters-final -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³βββββββββββββββββββββββββββββββββββββ³βββββββββββββββββ β Query β HEAD β optional-filters-final β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.52 / 6.12 Β±1.02 / 8.16 ms β 5.13 / 5.69 Β±1.04 / 7.78 ms β +1.07x faster β β QQuery 2 β 80.41 / 80.73 Β±0.34 / 81.33 ms β 43.43 / 43.75 Β±0.34 / 44.41 ms β +1.84x faster β β QQuery 3 β 28.65 / 29.16 Β±0.28 / 29.42 ms β 27.21 / 27.28 Β±0.05 / 27.32 ms β +1.07x faster β β QQuery 4 β 439.19 / 444.89 Β±3.29 / 449.39 ms β 340.15 / 351.39 Β±11.20 / 368.35 ms β +1.27x faster β β QQuery 5 β 53.44 / 54.28 Β±0.52 / 54.76 ms β 47.56 / 48.21 Β±0.59 / 49.02 ms β +1.13x faster β β QQuery 6 β 37.98 / 39.19 Β±0.71 / 39.86 ms β 30.84 / 31.14 Β±0.19 / 31.37 ms β +1.26x faster β β QQuery 7 β 76.92 / 77.96 Β±0.61 / 78.78 ms β 61.25 / 61.54 Β±0.26 / 62.02 ms β +1.27x faster β β QQuery 8 β 38.49 / 38.74 Β±0.23 / 39.12 ms β 14.96 / 15.12 Β±0.11 / 15.24 ms β +2.56x faster β β QQuery 9 β 54.52 / 55.99 Β±1.24 / 57.35 ms β 58.83 / 60.17 Β±1.79 / 63.60 ms β 1.07x slower β β QQuery 10 β 61.56 / 62.13 Β±0.75 / 63.60 ms β 73.70 / 74.61 Β±1.30 / 77.10 ms β 1.20x slower β β QQuery 11 β 265.44 / 276.96 Β±17.32 / 311.44 ms β 201.33 / 205.45 Β±5.24 / 215.77 ms β +1.35x faster β β QQuery 12 β 28.83 / 29.08 Β±0.17 / 29.25 ms β 26.94 / 27.80 Β±1.10 / 29.96 ms β no change β β QQuery 13 β 118.52 / 119.29 Β±0.94 / 121.13 ms β 128.90 / 129.43 Β±0.56 / 130.30 ms β 1.09x slower β β QQuery 14 β 391.27 / 396.20 Β±2.92 / 399.63 ms β 426.05 / 429.91 Β±4.12 / 437.88 ms β 1.09x slower β β QQuery 15 β 53.43 / 53.86 Β±0.49 / 54.73 ms β 20.64 / 23.15 Β±4.35 / 31.84 ms β +2.33x faster β β QQuery 16 β 6.48 / 6.66 Β±0.28 / 7.21 ms β 5.97 / 6.18 Β±0.20 / 6.53 ms β +1.08x faster β β QQuery 17 β 78.20 / 80.07 Β±1.75 / 82.76 ms β 91.43 / 92.53 Β±1.25 / 94.89 ms β 1.16x slower β β QQuery 18 β 103.07 / 103.72 Β±0.66 / 104.95 ms β 88.88 / 89.76 Β±0.64 / 90.71 ms β +1.16x faster β β QQuery 19 β 41.67 / 41.96 Β±0.15 / 42.08 ms β 40.39 / 42.70 Β±2.66 / 47.87 ms β no change β β QQuery 20 β 35.15 / 36.39 Β±1.25 / 38.57 ms β 31.60 / 33.26 Β±1.20 / 34.92 ms β +1.09x faster β β QQuery 21 β 16.82 / 17.10 Β±0.16 / 17.25 ms β 19.49 / 20.35 Β±1.40 / 23.13 ms β 1.19x slower β β QQuery 22 β 62.09 / 63.43 Β±0.72 / 64.15 ms β 66.65 / 67.45 Β±0.63 / 68.50 ms β 1.06x slower β β QQuery 23 β 309.27 / 313.25 Β±4.62 / 321.47 ms β 355.94 / 359.46 Β±4.42 / 368.04 ms β 1.15x slower β β QQuery 24 β 191.69 / 195.56 Β±4.09 / 203.24 ms β 166.46 / 172.30 Β±7.92 / 187.84 ms β +1.14x faster β β QQuery 25 β 107.36 / 109.38 Β±2.90 / 115.13 ms β 102.78 / 103.29 Β±0.51 / 104.14 ms β +1.06x faster β β QQuery 26 β 47.70 / 47.98 Β±0.21 / 48.25 ms β 42.44 / 46.24 Β±4.06 / 54.14 ms β no change β β QQuery 27 β 5.93 / 6.20 Β±0.23 / 6.62 ms β 6.47 / 7.03 Β±0.67 / 8.29 ms β 1.13x slower β β QQuery 28 β 60.37 / 60.90 Β±0.47 / 61.74 ms β 59.87 / 63.79 Β±2.17 / 66.42 ms β no change β β QQuery 29 β 94.73 / 96.15 Β±0.88 / 97.30 ms β 111.05 / 114.61 Β±6.02 / 126.59 ms β 1.19x slower β β QQuery 30 β 32.25 / 32.99 Β±0.79 / 34.46 ms β 35.46 / 36.32 Β±0.62 / 37.30 ms β 1.10x slower β β QQuery 31 β 107.83 / 108.41 Β±0.43 / 108.93 ms β 121.59 / 126.46 Β±4.16 / 130.93 ms β 1.17x slower β β QQuery 32 β 19.70 / 20.03 Β±0.29 / 20.54 ms β 20.12 / 20.46 Β±0.21 / 20.66 ms β no change β β QQuery 33 β 36.97 / 37.70 Β±0.60 / 38.49 ms β 38.93 / 39.90 Β±0.87 / 41.51 ms β 1.06x slower β β QQuery 34 β 10.15 / 10.60 Β±0.47 / 11.31 ms β 10.56 / 10.78 Β±0.24 / 11.21 ms β no change β β QQuery 35 β 71.13 / 72.25 Β±0.62 / 72.77 ms β 82.59 / 84.16 Β±2.09 / 88.27 ms β 1.16x slower β β QQuery 36 β 5.87 / 6.01 Β±0.22 / 6.44 ms β 5.46 / 5.63 Β±0.23 / 6.08 ms β +1.07x faster β β QQuery 37 β 6.86 / 7.04 Β±0.16 / 7.34 ms β 8.74 / 8.87 Β±0.12 / 9.04 ms β 1.26x slower β β QQuery 38 β 60.76 / 61.51 Β±0.56 / 62.34 ms β 76.90 / 82.71 Β±5.23 / 91.69 ms β 1.34x slower β β QQuery 39 β 74.08 / 76.66 Β±4.14 / 84.92 ms β 70.08 / 70.93 Β±0.82 / 72.43 ms β +1.08x faster β β QQuery 40 β 23.34 / 23.78 Β±0.38 / 24.41 ms β 18.95 / 19.57 Β±0.46 / 20.19 ms β +1.22x faster β β QQuery 41 β 11.03 / 11.58 Β±0.61 / 12.71 ms β 10.93 / 11.07 Β±0.12 / 11.28 ms β no change β β QQuery 42 β 23.55 / 24.15 Β±0.44 / 24.78 ms β 23.56 / 23.99 Β±0.40 / 24.72 ms β no change β β QQuery 43 β 4.75 / 4.88 Β±0.20 / 5.28 ms β 4.51 / 4.65 Β±0.21 / 5.07 ms β no change β β QQuery 44 β 8.61 / 8.87 Β±0.16 / 9.04 ms β 8.46 / 8.76 Β±0.19 / 9.01 ms β no change β β QQuery 45 β 36.66 / 38.10 Β±0.93 / 39.07 ms β 24.74 / 25.20 Β±0.38 / 25.72 ms β +1.51x faster β β QQuery 46 β 11.83 / 12.15 Β±0.30 / 12.66 ms β 12.31 / 13.65 Β±1.53 / 16.40 ms β 1.12x slower β β QQuery 47 β 224.73 / 256.91 Β±24.35 / 291.85 ms β 217.63 / 223.17 Β±4.94 / 229.92 ms β +1.15x faster β β QQuery 48 β 100.99 / 101.63 Β±0.51 / 102.30 ms β 114.52 / 115.05 Β±0.49 / 115.88 ms β 1.13x slower β β QQuery 49 β 75.05 / 78.92 Β±5.40 / 89.63 ms β 49.66 / 50.27 Β±0.35 / 50.67 ms β +1.57x faster β β QQuery 50 β 61.82 / 62.40 Β±0.48 / 63.20 ms β 71.53 / 72.03 Β±0.42 / 72.57 ms β 1.15x slower β β QQuery 51 β 91.93 / 98.83 Β±3.86 / 102.34 ms β 101.23 / 104.31 Β±2.54 / 108.70 ms β 1.06x slower β β QQuery 52 β 24.40 / 25.87 Β±2.12 / 30.01 ms β 23.88 / 24.12 Β±0.34 / 24.78 ms β +1.07x faster β β QQuery 53 β 30.17 / 30.49 Β±0.18 / 30.68 ms β 30.70 / 32.98 Β±4.09 / 41.14 ms β 1.08x slower β β QQuery 54 β 54.42 / 55.68 Β±0.94 / 56.72 ms β 28.71 / 30.65 Β±1.36 / 32.18 ms β +1.82x faster β β QQuery 55 β 23.26 / 23.78 Β±0.52 / 24.44 ms β 23.84 / 24.39 Β±0.84 / 26.05 ms β no change β β QQuery 56 β 38.82 / 39.34 Β±0.44 / 40.03 ms β 34.56 / 34.99 Β±0.32 / 35.36 ms β +1.12x faster β β QQuery 57 β 169.08 / 170.67 Β±1.21 / 172.78 ms β 133.81 / 137.01 Β±3.46 / 143.67 ms β +1.25x faster β β QQuery 58 β 109.01 / 111.12 Β±2.05 / 114.91 ms β 72.38 / 72.74 Β±0.61 / 73.96 ms β +1.53x faster β β QQuery 59 β 115.22 / 116.32 Β±0.56 / 116.75 ms β 78.26 / 80.10 Β±2.78 / 85.60 ms β +1.45x faster β β QQuery 60 β 39.12 / 39.74 Β±0.49 / 40.59 ms β 38.51 / 39.26 Β±0.61 / 40.18 ms β no change β β QQuery 61 β 11.68 / 11.88 Β±0.20 / 12.25 ms β 10.94 / 11.08 Β±0.19 / 11.45 ms β +1.07x faster β β QQuery 62 β 44.32 / 45.38 Β±1.80 / 48.95 ms β 38.30 / 39.51 Β±1.20 / 41.54 ms β +1.15x faster β β QQuery 63 β 29.17 / 29.52 Β±0.32 / 30.06 ms β 30.48 / 30.83 Β±0.20 / 31.10 ms β no change β β QQuery 64 β 358.97 / 365.03 Β±5.24 / 372.74 ms β 284.48 / 289.83 Β±2.88 / 292.84 ms β +1.26x faster β β QQuery 65 β 129.78 / 131.63 Β±1.46 / 133.90 ms β 89.05 / 90.36 Β±1.62 / 93.54 ms β +1.46x faster β β QQuery 66 β 77.01 / 78.12 Β±1.39 / 80.77 ms β 62.97 / 63.51 Β±0.42 / 64.01 ms β +1.23x faster β β QQuery 67 β 246.15 / 254.60 Β±6.24 / 263.83 ms β 249.50 / 257.56 Β±4.73 / 262.90 ms β no change β β QQuery 68 β 12.12 / 12.25 Β±0.20 / 12.64 ms β 12.18 / 12.54 Β±0.43 / 13.36 ms β no change β β QQuery 69 β 56.33 / 56.88 Β±0.55 / 57.69 ms β 69.83 / 71.04 Β±1.35 / 73.67 ms β 1.25x slower β β QQuery 70 β 104.46 / 108.07 Β±4.37 / 116.30 ms β 113.53 / 116.54 Β±5.49 / 127.51 ms β 1.08x slower β β QQuery 71 β 35.79 / 35.92 Β±0.17 / 36.25 ms β 33.46 / 34.46 Β±0.79 / 35.45 ms β no change β β QQuery 72 β 1802.81 / 1955.89 Β±121.57 / 2088.72 ms β 114.22 / 116.85 Β±2.17 / 120.37 ms β +16.74x faster β β QQuery 73 β 11.20 / 11.52 Β±0.34 / 12.18 ms β 11.21 / 11.32 Β±0.11 / 11.46 ms β no change β β QQuery 74 β 199.68 / 202.86 Β±1.98 / 205.78 ms β 151.58 / 155.84 Β±6.47 / 168.65 ms β +1.30x faster β β QQuery 75 β 150.54 / 151.59 Β±1.07 / 153.58 ms β 156.93 / 166.41 Β±8.74 / 181.62 ms β 1.10x slower β β QQuery 76 β 36.56 / 37.56 Β±0.75 / 38.73 ms β 38.40 / 38.77 Β±0.30 / 39.30 ms β no change β β QQuery 77 β 60.73 / 62.13 Β±1.26 / 64.19 ms β 59.75 / 63.68 Β±6.68 / 77.02 ms β no change β β QQuery 78 β 162.17 / 167.84 Β±6.02 / 177.27 ms β 116.76 / 124.29 Β±4.86 / 129.63 ms β +1.35x faster β β QQuery 79 β 66.39 / 67.78 Β±1.36 / 70.15 ms β 66.79 / 70.48 Β±5.93 / 82.27 ms β no change β β QQuery 80 β 96.31 / 99.33 Β±2.46 / 103.66 ms β 75.84 / 77.50 Β±2.30 / 82.04 ms β +1.28x faster β β QQuery 81 β 25.75 / 26.21 Β±0.26 / 26.51 ms β 27.52 / 27.69 Β±0.14 / 27.84 ms β 1.06x slower β β QQuery 82 β 16.41 / 17.27 Β±0.75 / 18.67 ms β 17.97 / 18.21 Β±0.14 / 18.38 ms β 1.05x slower β β QQuery 83 β 33.82 / 34.33 Β±0.45 / 34.89 ms β 28.88 / 29.32 Β±0.33 / 29.86 ms β +1.17x faster β β QQuery 84 β 29.56 / 29.94 Β±0.27 / 30.25 ms β 30.10 / 30.28 Β±0.15 / 30.54 ms β no change β β QQuery 85 β 103.62 / 107.51 Β±6.67 / 120.76 ms β 120.03 / 125.27 Β±5.41 / 135.52 ms β 1.17x slower β β QQuery 86 β 25.57 / 26.57 Β±1.10 / 28.71 ms β 29.56 / 29.83 Β±0.16 / 30.07 ms β 1.12x slower β β QQuery 87 β 61.32 / 62.13 Β±0.41 / 62.41 ms β 76.67 / 79.16 Β±4.00 / 87.13 ms β 1.27x slower β β QQuery 88 β 62.11 / 64.81 Β±4.45 / 73.66 ms β 65.19 / 70.25 Β±3.41 / 75.09 ms β 1.08x slower β β QQuery 89 β 35.65 / 36.36 Β±0.41 / 36.81 ms β 42.07 / 42.46 Β±0.28 / 42.89 ms β 1.17x slower β β QQuery 90 β 16.96 / 17.20 Β±0.23 / 17.62 ms β 18.03 / 18.27 Β±0.30 / 18.85 ms β 1.06x slower β β QQuery 91 β 44.18 / 45.45 Β±0.80 / 46.67 ms β 34.64 / 34.82 Β±0.12 / 34.99 ms β +1.31x faster β β QQuery 92 β 29.38 / 29.97 Β±0.38 / 30.53 ms β 28.31 / 32.03 Β±6.68 / 45.37 ms β 1.07x slower β β QQuery 93 β 49.42 / 50.72 Β±1.19 / 52.56 ms β 49.06 / 50.46 Β±0.96 / 51.81 ms β no change β β QQuery 94 β 39.47 / 41.30 Β±1.93 / 44.82 ms β 35.00 / 35.82 Β±0.55 / 36.41 ms β +1.15x faster β β QQuery 95 β 80.87 / 81.14 Β±0.23 / 81.47 ms β 53.39 / 53.93 Β±0.38 / 54.44 ms β +1.50x faster β β QQuery 96 β 23.94 / 24.14 Β±0.18 / 24.37 ms β 26.09 / 26.45 Β±0.27 / 26.86 ms β 1.10x slower β β QQuery 97 β 51.09 / 52.30 Β±1.88 / 56.05 ms β 54.33 / 55.21 Β±0.87 / 56.85 ms β 1.06x slower β β QQuery 98 β 43.00 / 44.40 Β±1.44 / 47.10 ms β 37.30 / 39.09 Β±1.42 / 40.88 ms β +1.14x faster β β QQuery 99 β 65.68 / 66.48 Β±0.78 / 67.93 ms β 53.74 / 54.38 Β±0.66 / 55.64 ms β +1.22x faster β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9455.77ms β β Total Time (optional-filters-final) β 7083.13ms β β Average Time (HEAD) β 95.51ms β β Average Time (optional-filters-final) β 71.55ms β β Queries Faster β 42 β β Queries Slower β 35 β β Queries with No Change β 22 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **tpcds β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 50.0s | | Peak memory | 1.9 GiB | | Avg memory | 1.3 GiB | | CPU user | 209.0s | | CPU sys | 6.0s | | Peak spill | 0 B | **tpcds β branch** | Metric | Value | |--------|-------| | Wall time | 40.0s | | Peak memory | 2.1 GiB | | Avg memory | 1.3 GiB | | CPU user | 99.3s | | CPU sys | 5.5s | | 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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