adriangbot commented on PR #25752: URL: https://github.com/apache/datafusion/pull/25752#issuecomment-5838689202
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25752#issuecomment-5838566740) **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_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 5.53 ms β 5.17 ms β +1.07x faster β β QQuery 2 β 79.86 ms β 44.35 ms β +1.80x faster β β QQuery 3 β 28.46 ms β 25.06 ms β +1.14x faster β β QQuery 4 β 431.03 ms β 429.19 ms β no change β β QQuery 5 β 50.25 ms β 51.83 ms β no change β β QQuery 6 β 35.45 ms β 29.36 ms β +1.21x faster β β QQuery 7 β 73.61 ms β 74.89 ms β no change β β QQuery 8 β 36.02 ms β 13.37 ms β +2.69x faster β β QQuery 9 β 52.57 ms β 55.64 ms β 1.06x slower β β QQuery 10 β 61.53 ms β 66.21 ms β 1.08x slower β β QQuery 11 β 263.45 ms β 262.23 ms β no change β β QQuery 12 β 28.33 ms β 22.38 ms β +1.27x faster β β QQuery 13 β 117.23 ms β 119.28 ms β no change β β QQuery 14 β 390.38 ms β 374.30 ms β no change β β QQuery 15 β 52.15 ms β 23.03 ms β +2.26x faster β β QQuery 16 β 6.42 ms β 5.76 ms β +1.11x faster β β QQuery 17 β 77.58 ms β 73.70 ms β +1.05x faster β β QQuery 18 β 102.48 ms β 103.57 ms β no change β β QQuery 19 β 41.01 ms β 45.14 ms β 1.10x slower β β QQuery 20 β 35.21 ms β 27.73 ms β +1.27x faster β β QQuery 21 β 16.50 ms β 14.55 ms β +1.13x faster β β QQuery 22 β 62.38 ms β 64.38 ms β no change β β QQuery 23 β 304.83 ms β 292.28 ms β no change β β QQuery 24 β 188.86 ms β 159.64 ms β +1.18x faster β β QQuery 25 β 105.38 ms β 91.25 ms β +1.15x faster β β QQuery 26 β 47.41 ms β 46.66 ms β no change β β QQuery 27 β 5.81 ms β 5.61 ms β no change β β QQuery 28 β 56.52 ms β 55.34 ms β no change β β QQuery 29 β 93.52 ms β 88.82 ms β +1.05x faster β β QQuery 30 β 31.96 ms β 32.64 ms β no change β β QQuery 31 β 108.08 ms β 121.42 ms β 1.12x slower β β QQuery 32 β 19.72 ms β 21.97 ms β 1.11x slower β β QQuery 33 β 37.07 ms β 43.09 ms β 1.16x slower β β QQuery 34 β 9.69 ms β 10.20 ms β 1.05x slower β β QQuery 35 β 70.09 ms β 75.68 ms β 1.08x slower β β QQuery 36 β 5.57 ms β 5.36 ms β no change β β QQuery 37 β 6.70 ms β 8.47 ms β 1.26x slower β β QQuery 38 β 60.01 ms β 70.63 ms β 1.18x slower β β QQuery 39 β 73.51 ms β 74.23 ms β no change β β QQuery 40 β 22.78 ms β 18.09 ms β +1.26x faster β β QQuery 41 β 11.18 ms β 11.60 ms β no change β β QQuery 42 β 23.68 ms β 26.76 ms β 1.13x slower β β QQuery 43 β 4.78 ms β 4.39 ms β +1.09x faster β β QQuery 44 β 8.52 ms β 8.45 ms β no change β β QQuery 45 β 35.70 ms β 25.49 ms β +1.40x faster β β QQuery 46 β 11.42 ms β 12.16 ms β 1.07x slower β β QQuery 47 β 215.90 ms β 221.90 ms β no change β β QQuery 48 β 94.65 ms β 96.65 ms β no change β β QQuery 49 β 69.86 ms β 69.21 ms β no change β β QQuery 50 β 57.02 ms β 58.43 ms β no change β β QQuery 51 β 91.36 ms β 93.64 ms β no change β β QQuery 52 β 23.79 ms β 27.11 ms β 1.14x slower β β QQuery 53 β 28.54 ms β 32.78 ms β 1.15x slower β β QQuery 54 β 53.56 ms β 29.37 ms β +1.82x faster β β QQuery 55 β 23.14 ms β 26.39 ms β 1.14x slower β β QQuery 56 β 37.78 ms β 40.92 ms β 1.08x slower β β QQuery 57 β 166.61 ms β 169.16 ms β no change β β QQuery 58 β 107.90 ms β 61.46 ms β +1.76x faster β β QQuery 59 β 114.98 ms β 66.22 ms β +1.74x faster β β QQuery 60 β 38.76 ms β 41.65 ms β 1.07x slower β β QQuery 61 β 11.66 ms β 10.69 ms β +1.09x faster β β QQuery 62 β 44.09 ms β 42.41 ms β no change β β QQuery 63 β 29.04 ms β 33.51 ms β 1.15x slower β β QQuery 64 β 353.95 ms β 291.26 ms β +1.22x faster β β QQuery 65 β 125.77 ms β 75.65 ms β +1.66x faster β β QQuery 66 β 76.25 ms β 65.36 ms β +1.17x faster β β QQuery 67 β 242.21 ms β 244.07 ms β no change β β QQuery 68 β 11.69 ms β 11.78 ms β no change β β QQuery 69 β 55.79 ms β 61.37 ms β 1.10x slower β β QQuery 70 β 103.00 ms β 106.85 ms β no change β β QQuery 71 β 35.13 ms β 38.24 ms β 1.09x slower β β QQuery 72 β 1637.92 ms β 92.91 ms β +17.63x faster β β QQuery 73 β 9.52 ms β 9.76 ms β no change β β QQuery 74 β 153.10 ms β 155.44 ms β no change β β QQuery 75 β 138.78 ms β 137.35 ms β no change β β QQuery 76 β 33.75 ms β 35.74 ms β 1.06x slower β β QQuery 77 β 60.06 ms β 64.92 ms β 1.08x slower β β QQuery 78 β 160.22 ms β 157.54 ms β no change β β QQuery 79 β 66.53 ms β 72.12 ms β 1.08x slower β β QQuery 80 β 96.80 ms β 81.58 ms β +1.19x faster β β QQuery 81 β 25.54 ms β 26.02 ms β no change β β QQuery 82 β 16.27 ms β 18.11 ms β 1.11x slower β β QQuery 83 β 33.46 ms β 28.89 ms β +1.16x faster β β QQuery 84 β 29.26 ms β 30.30 ms β no change β β QQuery 85 β 103.27 ms β 92.72 ms β +1.11x faster β β QQuery 86 β 25.27 ms β 26.51 ms β no change β β QQuery 87 β 61.83 ms β 69.23 ms β 1.12x slower β β QQuery 88 β 61.35 ms β 61.75 ms β no change β β QQuery 89 β 35.83 ms β 36.86 ms β no change β β QQuery 90 β 16.35 ms β 16.77 ms β no change β β QQuery 91 β 44.57 ms β 37.91 ms β +1.18x faster β β QQuery 92 β 28.94 ms β 32.79 ms β 1.13x slower β β QQuery 93 β 48.34 ms β 49.42 ms β no change β β QQuery 94 β 38.51 ms β 40.93 ms β 1.06x slower β β QQuery 95 β 79.66 ms β 59.38 ms β +1.34x faster β β QQuery 96 β 23.77 ms β 22.95 ms β no change β β QQuery 97 β 51.47 ms β 52.30 ms β no change β β QQuery 98 β 43.49 ms β 33.24 ms β +1.31x faster β β QQuery 99 β 66.26 ms β 64.11 ms β no change β βββββββββββββ΄βββββββββββββ΄βββββββββββββββββββββββββ΄βββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 8792.73ms β β Total Time (optional-filters-final) β 6864.93ms β β Average Time (HEAD) β 88.82ms β β Average Time (optional-filters-final) β 69.34ms β β Queries Faster β 31 β β Queries Slower β 27 β β Queries with No Change β 41 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 -------------------- βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββββββββββββββββββββββ³βββββββββββββββββ β Query β HEAD β optional-filters-final β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.53 / 6.13 Β±1.05 / 8.22 ms β 5.17 / 5.78 Β±0.94 / 7.64 ms β +1.06x faster β β QQuery 2 β 79.86 / 80.33 Β±0.30 / 80.64 ms β 44.35 / 44.88 Β±0.39 / 45.53 ms β +1.79x faster β β QQuery 3 β 28.46 / 28.76 Β±0.20 / 28.97 ms β 25.06 / 25.41 Β±0.21 / 25.63 ms β +1.13x faster β β QQuery 4 β 431.03 / 434.31 Β±2.47 / 437.90 ms β 429.19 / 435.11 Β±4.96 / 443.21 ms β no change β β QQuery 5 β 50.25 / 51.77 Β±2.45 / 56.65 ms β 51.83 / 52.64 Β±0.55 / 53.40 ms β no change β β QQuery 6 β 35.45 / 36.21 Β±0.75 / 37.54 ms β 29.36 / 29.85 Β±0.33 / 30.25 ms β +1.21x faster β β QQuery 7 β 73.61 / 75.04 Β±1.15 / 76.87 ms β 74.89 / 76.84 Β±2.43 / 81.48 ms β no change β β QQuery 8 β 36.02 / 36.21 Β±0.15 / 36.42 ms β 13.37 / 13.60 Β±0.29 / 14.16 ms β +2.66x faster β β QQuery 9 β 52.57 / 55.76 Β±3.64 / 62.71 ms β 55.64 / 57.95 Β±1.86 / 60.51 ms β no change β β QQuery 10 β 61.53 / 62.10 Β±0.38 / 62.49 ms β 66.21 / 67.66 Β±2.07 / 71.71 ms β 1.09x slower β β QQuery 11 β 263.45 / 270.15 Β±6.32 / 278.91 ms β 262.23 / 267.86 Β±3.25 / 271.51 ms β no change β β QQuery 12 β 28.33 / 28.53 Β±0.15 / 28.76 ms β 22.38 / 23.16 Β±0.46 / 23.82 ms β +1.23x faster β β QQuery 13 β 117.23 / 118.33 Β±1.21 / 120.58 ms β 119.28 / 121.63 Β±3.23 / 128.01 ms β no change β β QQuery 14 β 390.38 / 399.19 Β±5.74 / 408.44 ms β 374.30 / 377.95 Β±2.56 / 382.18 ms β +1.06x faster β β QQuery 15 β 52.15 / 53.77 Β±0.92 / 54.79 ms β 23.03 / 24.14 Β±1.53 / 27.09 ms β +2.23x faster β β QQuery 16 β 6.42 / 6.56 Β±0.23 / 7.02 ms β 5.76 / 7.36 Β±2.91 / 13.17 ms β 1.12x slower β β QQuery 17 β 77.58 / 79.49 Β±3.35 / 86.17 ms β 73.70 / 74.65 Β±0.91 / 76.28 ms β +1.06x faster β β QQuery 18 β 102.48 / 103.24 Β±0.74 / 104.34 ms β 103.57 / 104.75 Β±0.98 / 106.25 ms β no change β β QQuery 19 β 41.01 / 41.52 Β±0.33 / 41.98 ms β 45.14 / 46.23 Β±1.11 / 48.22 ms β 1.11x slower β β QQuery 20 β 35.21 / 35.37 Β±0.14 / 35.60 ms β 27.73 / 28.01 Β±0.22 / 28.27 ms β +1.26x faster β β QQuery 21 β 16.50 / 17.15 Β±0.65 / 18.36 ms β 14.55 / 15.58 Β±0.79 / 16.60 ms β +1.10x faster β β QQuery 22 β 62.38 / 63.30 Β±0.57 / 64.02 ms β 64.38 / 65.05 Β±0.51 / 65.95 ms β no change β β QQuery 23 β 304.83 / 307.22 Β±1.80 / 308.91 ms β 292.28 / 296.76 Β±4.08 / 304.28 ms β no change β β QQuery 24 β 188.86 / 190.97 Β±2.54 / 195.95 ms β 159.64 / 161.53 Β±1.37 / 163.45 ms β +1.18x faster β β QQuery 25 β 105.38 / 107.75 Β±1.61 / 109.74 ms β 91.25 / 94.26 Β±3.52 / 101.03 ms β +1.14x faster β β QQuery 26 β 47.41 / 47.84 Β±0.42 / 48.58 ms β 46.66 / 46.94 Β±0.20 / 47.17 ms β no change β β QQuery 27 β 5.81 / 5.98 Β±0.19 / 6.33 ms β 5.61 / 5.73 Β±0.13 / 5.98 ms β no change β β QQuery 28 β 56.52 / 59.09 Β±2.11 / 61.23 ms β 55.34 / 57.30 Β±1.48 / 58.86 ms β no change β β QQuery 29 β 93.52 / 96.33 Β±4.23 / 104.72 ms β 88.82 / 92.01 Β±4.71 / 101.29 ms β no change β β QQuery 30 β 31.96 / 32.30 Β±0.24 / 32.70 ms β 32.64 / 32.90 Β±0.23 / 33.21 ms β no change β β QQuery 31 β 108.08 / 108.67 Β±0.71 / 110.02 ms β 121.42 / 124.43 Β±3.90 / 132.07 ms β 1.15x slower β β QQuery 32 β 19.72 / 20.01 Β±0.37 / 20.73 ms β 21.97 / 22.32 Β±0.41 / 23.12 ms β 1.12x slower β β QQuery 33 β 37.07 / 38.68 Β±1.99 / 42.32 ms β 43.09 / 43.64 Β±0.56 / 44.70 ms β 1.13x slower β β QQuery 34 β 9.69 / 10.01 Β±0.32 / 10.59 ms β 10.20 / 10.59 Β±0.37 / 11.29 ms β 1.06x slower β β QQuery 35 β 70.09 / 70.90 Β±0.54 / 71.66 ms β 75.68 / 75.89 Β±0.22 / 76.27 ms β 1.07x slower β β QQuery 36 β 5.57 / 5.73 Β±0.24 / 6.22 ms β 5.36 / 7.01 Β±2.84 / 12.67 ms β 1.22x slower β β QQuery 37 β 6.70 / 6.83 Β±0.07 / 6.90 ms β 8.47 / 8.75 Β±0.30 / 9.30 ms β 1.28x slower β β QQuery 38 β 60.01 / 60.47 Β±0.29 / 60.92 ms β 70.63 / 71.48 Β±0.99 / 73.20 ms β 1.18x slower β β QQuery 39 β 73.51 / 75.28 Β±2.96 / 81.18 ms β 74.23 / 74.76 Β±0.57 / 75.64 ms β no change β β QQuery 40 β 22.78 / 23.34 Β±0.47 / 24.08 ms β 18.09 / 18.27 Β±0.20 / 18.64 ms β +1.28x faster β β QQuery 41 β 11.18 / 11.34 Β±0.13 / 11.54 ms β 11.60 / 11.98 Β±0.64 / 13.27 ms β 1.06x slower β β QQuery 42 β 23.68 / 23.91 Β±0.27 / 24.40 ms β 26.76 / 28.68 Β±3.11 / 34.89 ms β 1.20x slower β β QQuery 43 β 4.78 / 4.88 Β±0.19 / 5.26 ms β 4.39 / 4.51 Β±0.19 / 4.89 ms β +1.08x faster β β QQuery 44 β 8.52 / 8.71 Β±0.17 / 9.02 ms β 8.45 / 8.59 Β±0.12 / 8.74 ms β no change β β QQuery 45 β 35.70 / 37.05 Β±1.00 / 38.71 ms β 25.49 / 30.47 Β±3.13 / 33.88 ms β +1.22x faster β β QQuery 46 β 11.42 / 11.72 Β±0.38 / 12.45 ms β 12.16 / 12.47 Β±0.19 / 12.76 ms β 1.06x slower β β QQuery 47 β 215.90 / 218.78 Β±3.02 / 224.46 ms β 221.90 / 226.01 Β±5.86 / 237.56 ms β no change β β QQuery 48 β 94.65 / 96.91 Β±2.64 / 101.95 ms β 96.65 / 97.00 Β±0.30 / 97.52 ms β no change β β QQuery 49 β 69.86 / 70.65 Β±0.70 / 71.72 ms β 69.21 / 71.94 Β±4.28 / 80.44 ms β no change β β QQuery 50 β 57.02 / 57.76 Β±0.55 / 58.57 ms β 58.43 / 59.36 Β±0.82 / 60.70 ms β no change β β QQuery 51 β 91.36 / 93.42 Β±1.31 / 94.65 ms β 93.64 / 97.67 Β±3.80 / 104.90 ms β no change β β QQuery 52 β 23.79 / 24.24 Β±0.41 / 24.98 ms β 27.11 / 27.47 Β±0.20 / 27.72 ms β 1.13x slower β β QQuery 53 β 28.54 / 29.34 Β±1.13 / 31.59 ms β 32.78 / 33.21 Β±0.23 / 33.40 ms β 1.13x slower β β QQuery 54 β 53.56 / 56.02 Β±4.44 / 64.89 ms β 29.37 / 30.60 Β±1.02 / 31.81 ms β +1.83x faster β β QQuery 55 β 23.14 / 23.41 Β±0.19 / 23.63 ms β 26.39 / 26.63 Β±0.26 / 27.02 ms β 1.14x slower β β QQuery 56 β 37.78 / 38.60 Β±0.51 / 39.21 ms β 40.92 / 41.33 Β±0.26 / 41.57 ms β 1.07x slower β β QQuery 57 β 166.61 / 169.08 Β±2.01 / 172.20 ms β 169.16 / 170.60 Β±0.95 / 171.97 ms β no change β β QQuery 58 β 107.90 / 109.56 Β±0.98 / 110.81 ms β 61.46 / 62.65 Β±1.51 / 65.63 ms β +1.75x faster β β QQuery 59 β 114.98 / 116.68 Β±3.02 / 122.72 ms β 66.22 / 66.77 Β±0.48 / 67.42 ms β +1.75x faster β β QQuery 60 β 38.76 / 39.82 Β±0.59 / 40.51 ms β 41.65 / 42.30 Β±0.57 / 43.13 ms β 1.06x slower β β QQuery 61 β 11.66 / 11.78 Β±0.15 / 12.08 ms β 10.69 / 10.89 Β±0.18 / 11.21 ms β +1.08x faster β β QQuery 62 β 44.09 / 44.75 Β±0.65 / 45.87 ms β 42.41 / 43.79 Β±0.96 / 45.39 ms β no change β β QQuery 63 β 29.04 / 29.20 Β±0.18 / 29.52 ms β 33.51 / 35.41 Β±3.36 / 42.11 ms β 1.21x slower β β QQuery 64 β 353.95 / 361.38 Β±4.83 / 368.01 ms β 291.26 / 294.26 Β±2.81 / 298.14 ms β +1.23x faster β β QQuery 65 β 125.77 / 133.66 Β±5.93 / 144.19 ms β 75.65 / 76.47 Β±0.68 / 77.30 ms β +1.75x faster β β QQuery 66 β 76.25 / 77.94 Β±2.39 / 82.63 ms β 65.36 / 68.16 Β±4.52 / 77.15 ms β +1.14x faster β β QQuery 67 β 242.21 / 243.98 Β±1.58 / 246.59 ms β 244.07 / 250.73 Β±6.69 / 262.81 ms β no change β β QQuery 68 β 11.69 / 15.84 Β±7.19 / 30.21 ms β 11.78 / 12.04 Β±0.19 / 12.35 ms β +1.32x faster β β QQuery 69 β 55.79 / 56.15 Β±0.33 / 56.74 ms β 61.37 / 62.49 Β±0.71 / 63.47 ms β 1.11x slower β β QQuery 70 β 103.00 / 105.26 Β±1.32 / 106.61 ms β 106.85 / 111.65 Β±6.06 / 123.12 ms β 1.06x slower β β QQuery 71 β 35.13 / 38.38 Β±5.57 / 49.47 ms β 38.24 / 38.83 Β±0.43 / 39.42 ms β no change β β QQuery 72 β 1637.92 / 1722.37 Β±62.07 / 1796.70 ms β 92.91 / 98.62 Β±4.51 / 106.53 ms β +17.46x faster β β QQuery 73 β 9.52 / 10.21 Β±0.60 / 11.30 ms β 9.76 / 10.59 Β±0.70 / 11.88 ms β no change β β QQuery 74 β 153.10 / 156.70 Β±2.83 / 161.71 ms β 155.44 / 157.77 Β±2.32 / 162.01 ms β no change β β QQuery 75 β 138.78 / 140.10 Β±1.17 / 142.22 ms β 137.35 / 143.00 Β±6.08 / 154.58 ms β no change β β QQuery 76 β 33.75 / 34.06 Β±0.30 / 34.56 ms β 35.74 / 35.87 Β±0.14 / 36.10 ms β 1.05x slower β β QQuery 77 β 60.06 / 60.79 Β±0.88 / 62.52 ms β 64.92 / 67.05 Β±3.94 / 74.94 ms β 1.10x slower β β QQuery 78 β 160.22 / 167.54 Β±9.56 / 186.31 ms β 157.54 / 161.02 Β±5.00 / 170.94 ms β no change β β QQuery 79 β 66.53 / 67.20 Β±0.53 / 67.92 ms β 72.12 / 74.77 Β±4.04 / 82.74 ms β 1.11x slower β β QQuery 80 β 96.80 / 99.59 Β±2.45 / 104.17 ms β 81.58 / 82.43 Β±1.01 / 84.31 ms β +1.21x faster β β QQuery 81 β 25.54 / 25.76 Β±0.25 / 26.23 ms β 26.02 / 26.63 Β±0.75 / 28.04 ms β no change β β QQuery 82 β 16.27 / 16.57 Β±0.43 / 17.41 ms β 18.11 / 19.04 Β±1.23 / 21.47 ms β 1.15x slower β β QQuery 83 β 33.46 / 34.24 Β±1.13 / 36.48 ms β 28.89 / 32.34 Β±5.39 / 43.04 ms β +1.06x faster β β QQuery 84 β 29.26 / 29.81 Β±0.42 / 30.46 ms β 30.30 / 32.30 Β±1.57 / 34.66 ms β 1.08x slower β β QQuery 85 β 103.27 / 108.25 Β±6.17 / 120.36 ms β 92.72 / 96.11 Β±3.75 / 102.05 ms β +1.13x faster β β QQuery 86 β 25.27 / 25.59 Β±0.23 / 25.85 ms β 26.51 / 27.62 Β±0.96 / 29.28 ms β 1.08x slower β β QQuery 87 β 61.83 / 62.19 Β±0.41 / 62.95 ms β 69.23 / 70.61 Β±0.82 / 71.32 ms β 1.14x slower β β QQuery 88 β 61.35 / 63.81 Β±4.65 / 73.10 ms β 61.75 / 62.12 Β±0.24 / 62.37 ms β no change β β QQuery 89 β 35.83 / 36.21 Β±0.36 / 36.81 ms β 36.86 / 38.03 Β±0.62 / 38.58 ms β 1.05x slower β β QQuery 90 β 16.35 / 16.49 Β±0.16 / 16.80 ms β 16.77 / 17.50 Β±0.55 / 18.32 ms β 1.06x slower β β QQuery 91 β 44.57 / 44.86 Β±0.25 / 45.24 ms β 37.91 / 39.67 Β±2.03 / 43.66 ms β +1.13x faster β β QQuery 92 β 28.94 / 29.94 Β±1.14 / 32.13 ms β 32.79 / 34.69 Β±3.22 / 41.11 ms β 1.16x slower β β QQuery 93 β 48.34 / 49.69 Β±0.79 / 50.43 ms β 49.42 / 50.06 Β±0.63 / 51.20 ms β no change β β QQuery 94 β 38.51 / 40.71 Β±3.13 / 46.85 ms β 40.93 / 41.27 Β±0.31 / 41.68 ms β no change β β QQuery 95 β 79.66 / 80.98 Β±0.72 / 81.67 ms β 59.38 / 60.51 Β±1.02 / 61.90 ms β +1.34x faster β β QQuery 96 β 23.77 / 24.00 Β±0.16 / 24.23 ms β 22.95 / 23.29 Β±0.58 / 24.45 ms β no change β β QQuery 97 β 51.47 / 52.04 Β±0.88 / 53.78 ms β 52.30 / 54.76 Β±2.70 / 59.84 ms β 1.05x slower β β QQuery 98 β 43.49 / 44.57 Β±1.68 / 47.88 ms β 33.24 / 33.69 Β±0.31 / 34.01 ms β +1.32x faster β β QQuery 99 β 66.26 / 66.76 Β±0.33 / 67.17 ms β 64.11 / 64.61 Β±0.47 / 65.22 ms β no change β βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9021.84ms β β Total Time (optional-filters-final) β 7021.59ms β β Average Time (HEAD) β 91.13ms β β Average Time (optional-filters-final) β 70.93ms β β Queries Faster β 31 β β Queries Slower β 33 β β Queries with No Change β 35 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 | 2.0 GiB | | Avg memory | 1.3 GiB | | CPU user | 195.6s | | CPU sys | 5.6s | | Peak spill | 0 B | **tpcds β branch** | Metric | Value | |--------|-------| | Wall time | 40.0s | | Peak memory | 2.0 GiB | | Avg memory | 1.3 GiB | | CPU user | 97.5s | | CPU sys | 5.0s | | 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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