adriangbot commented on PR #25752: URL: https://github.com/apache/datafusion/pull/25752#issuecomment-5834754976
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25752#issuecomment-5834580872) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing optional-filters-final (641d75866a7d18eb80aa0cf363eef5a6ff4161f2) to 5719930 (merge-base) [diff](https://github.com/apache/datafusion/compare/5719930666fb590b318cd286cbb00cc473efe244..641d75866a7d18eb80aa0cf363eef5a6ff4161f2) <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 6.10 ms β 5.05 ms β +1.21x faster β β QQuery 2 β 81.74 ms β 42.63 ms β +1.92x faster β β QQuery 3 β 28.83 ms β 26.03 ms β +1.11x faster β β QQuery 4 β 418.28 ms β 328.34 ms β +1.27x faster β β QQuery 5 β 51.48 ms β 47.18 ms β +1.09x faster β β QQuery 6 β 36.10 ms β 30.68 ms β +1.18x faster β β QQuery 7 β 74.87 ms β 60.08 ms β +1.25x faster β β QQuery 8 β 36.44 ms β 14.67 ms β +2.48x faster β β QQuery 9 β 53.92 ms β 56.84 ms β 1.05x slower β β QQuery 10 β 61.94 ms β 72.37 ms β 1.17x slower β β QQuery 11 β 282.66 ms β 196.89 ms β +1.44x faster β β QQuery 12 β 28.15 ms β 26.30 ms β +1.07x faster β β QQuery 13 β 116.02 ms β 127.37 ms β 1.10x slower β β QQuery 14 β 394.16 ms β 421.62 ms β 1.07x slower β β QQuery 15 β 52.71 ms β 20.62 ms β +2.56x faster β β QQuery 16 β 6.34 ms β 5.85 ms β +1.08x faster β β QQuery 17 β 76.35 ms β 89.29 ms β 1.17x slower β β QQuery 18 β 100.46 ms β 88.19 ms β +1.14x faster β β QQuery 19 β 40.44 ms β 39.25 ms β no change β β QQuery 20 β 34.47 ms β 30.02 ms β +1.15x faster β β QQuery 21 β 16.26 ms β 18.32 ms β 1.13x slower β β QQuery 22 β 62.50 ms β 60.88 ms β no change β β QQuery 23 β 303.19 ms β 347.12 ms β 1.14x slower β β QQuery 24 β 185.39 ms β 164.67 ms β +1.13x faster β β QQuery 25 β 105.42 ms β 100.82 ms β no change β β QQuery 26 β 46.81 ms β 41.21 ms β +1.14x faster β β QQuery 27 β 5.97 ms β 5.56 ms β +1.07x faster β β QQuery 28 β 56.11 ms β 56.60 ms β no change β β QQuery 29 β 92.61 ms β 102.62 ms β 1.11x slower β β QQuery 30 β 31.37 ms β 32.39 ms β no change β β QQuery 31 β 106.38 ms β 119.25 ms β 1.12x slower β β QQuery 32 β 19.74 ms β 19.56 ms β no change β β QQuery 33 β 36.72 ms β 38.01 ms β no change β β QQuery 34 β 9.67 ms β 10.02 ms β no change β β QQuery 35 β 69.71 ms β 81.18 ms β 1.16x slower β β QQuery 36 β 5.65 ms β 5.51 ms β no change β β QQuery 37 β 6.75 ms β 8.53 ms β 1.26x slower β β QQuery 38 β 60.17 ms β 75.89 ms β 1.26x slower β β QQuery 39 β 71.62 ms β 68.04 ms β +1.05x faster β β QQuery 40 β 22.64 ms β 18.66 ms β +1.21x faster β β QQuery 41 β 10.99 ms β 10.84 ms β no change β β QQuery 42 β 22.88 ms β 23.20 ms β no change β β QQuery 43 β 4.70 ms β 4.43 ms β +1.06x faster β β QQuery 44 β 8.48 ms β 8.49 ms β no change β β QQuery 45 β 35.03 ms β 24.66 ms β +1.42x faster β β QQuery 46 β 11.66 ms β 12.19 ms β no change β β QQuery 47 β 214.97 ms β 213.66 ms β no change β β QQuery 48 β 94.83 ms β 112.75 ms β 1.19x slower β β QQuery 49 β 69.03 ms β 49.59 ms β +1.39x faster β β QQuery 50 β 56.45 ms β 70.73 ms β 1.25x slower β β QQuery 51 β 91.80 ms β 99.18 ms β 1.08x slower β β QQuery 52 β 23.16 ms β 23.38 ms β no change β β QQuery 53 β 28.53 ms β 29.67 ms β no change β β QQuery 54 β 52.87 ms β 27.73 ms β +1.91x faster β β QQuery 55 β 22.55 ms β 22.82 ms β no change β β QQuery 56 β 37.81 ms β 33.78 ms β +1.12x faster β β QQuery 57 β 164.20 ms β 132.02 ms β +1.24x faster β β QQuery 58 β 106.76 ms β 70.08 ms β +1.52x faster β β QQuery 59 β 114.38 ms β 76.77 ms β +1.49x faster β β QQuery 60 β 38.16 ms β 37.35 ms β no change β β QQuery 61 β 11.41 ms β 10.87 ms β no change β β QQuery 62 β 43.47 ms β 37.40 ms β +1.16x faster β β QQuery 63 β 28.72 ms β 29.99 ms β no change β β QQuery 64 β 351.37 ms β 284.27 ms β +1.24x faster β β QQuery 65 β 127.73 ms β 88.24 ms β +1.45x faster β β QQuery 66 β 76.18 ms β 63.00 ms β +1.21x faster β β QQuery 67 β 237.45 ms β 246.63 ms β no change β β QQuery 68 β 11.63 ms β 11.92 ms β no change β β QQuery 69 β 54.79 ms β 68.91 ms β 1.26x slower β β QQuery 70 β 102.66 ms β 112.70 ms β 1.10x slower β β QQuery 71 β 34.19 ms β 31.44 ms β +1.09x faster β β QQuery 72 β 1699.75 ms β 103.57 ms β +16.41x faster β β QQuery 73 β 9.96 ms β 9.56 ms β no change β β QQuery 74 β 149.88 ms β 131.98 ms β +1.14x faster β β QQuery 75 β 137.26 ms β 153.88 ms β 1.12x slower β β QQuery 76 β 33.29 ms β 37.15 ms β 1.12x slower β β QQuery 77 β 59.70 ms β 59.11 ms β no change β β QQuery 78 β 158.83 ms β 115.27 ms β +1.38x faster β β QQuery 79 β 65.86 ms β 67.02 ms β no change β β QQuery 80 β 92.56 ms β 74.59 ms β +1.24x faster β β QQuery 81 β 25.24 ms β 26.43 ms β no change β β QQuery 82 β 15.83 ms β 17.67 ms β 1.12x slower β β QQuery 83 β 32.93 ms β 29.37 ms β +1.12x faster β β QQuery 84 β 28.83 ms β 30.02 ms β no change β β QQuery 85 β 101.18 ms β 119.30 ms β 1.18x slower β β QQuery 86 β 24.51 ms β 28.66 ms β 1.17x slower β β QQuery 87 β 60.41 ms β 77.19 ms β 1.28x slower β β QQuery 88 β 60.08 ms β 62.96 ms β no change β β QQuery 89 β 34.42 ms β 41.84 ms β 1.22x slower β β QQuery 90 β 16.10 ms β 17.72 ms β 1.10x slower β β QQuery 91 β 43.34 ms β 34.41 ms β +1.26x faster β β QQuery 92 β 27.91 ms β 27.33 ms β no change β β QQuery 93 β 48.39 ms β 48.13 ms β no change β β QQuery 94 β 37.22 ms β 34.15 ms β +1.09x faster β β QQuery 95 β 78.54 ms β 52.89 ms β +1.48x faster β β QQuery 96 β 23.22 ms β 25.47 ms β 1.10x slower β β QQuery 97 β 50.35 ms β 52.80 ms β no change β β QQuery 98 β 41.42 ms β 37.20 ms β +1.11x faster β β QQuery 99 β 64.90 ms β 53.02 ms β +1.22x faster β βββββββββββββ΄βββββββββββββ΄βββββββββββββββββββββββββ΄βββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 8806.94ms β β Total Time (optional-filters-final) β 6741.44ms β β Average Time (HEAD) β 88.96ms β β Average Time (optional-filters-final) β 68.10ms β β Queries Faster β 42 β β Queries Slower β 26 β β Queries with No Change β 31 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 6.10 / 6.62 Β±0.92 / 8.46 ms β 5.05 / 5.67 Β±1.07 / 7.81 ms β +1.17x faster β β QQuery 2 β 81.74 / 81.92 Β±0.20 / 82.29 ms β 42.63 / 43.16 Β±0.53 / 44.17 ms β +1.90x faster β β QQuery 3 β 28.83 / 29.04 Β±0.25 / 29.48 ms β 26.03 / 26.21 Β±0.15 / 26.47 ms β +1.11x faster β β QQuery 4 β 418.28 / 444.95 Β±22.68 / 474.04 ms β 328.34 / 330.52 Β±2.29 / 334.44 ms β +1.35x faster β β QQuery 5 β 51.48 / 52.25 Β±0.74 / 53.61 ms β 47.18 / 47.86 Β±0.57 / 48.75 ms β +1.09x faster β β QQuery 6 β 36.10 / 36.85 Β±0.66 / 38.07 ms β 30.68 / 30.89 Β±0.16 / 31.12 ms β +1.19x faster β β QQuery 7 β 74.87 / 75.90 Β±0.70 / 77.03 ms β 60.08 / 60.60 Β±0.26 / 60.76 ms β +1.25x faster β β QQuery 8 β 36.44 / 37.02 Β±0.77 / 38.51 ms β 14.67 / 14.91 Β±0.28 / 15.46 ms β +2.48x faster β β QQuery 9 β 53.92 / 55.72 Β±2.09 / 59.81 ms β 56.84 / 59.54 Β±1.55 / 61.63 ms β 1.07x slower β β QQuery 10 β 61.94 / 62.26 Β±0.20 / 62.52 ms β 72.37 / 73.58 Β±0.91 / 75.07 ms β 1.18x slower β β QQuery 11 β 282.66 / 293.84 Β±6.66 / 303.05 ms β 196.89 / 198.85 Β±2.02 / 202.54 ms β +1.48x faster β β QQuery 12 β 28.15 / 29.33 Β±1.91 / 33.10 ms β 26.30 / 26.45 Β±0.19 / 26.82 ms β +1.11x faster β β QQuery 13 β 116.02 / 116.90 Β±0.60 / 117.88 ms β 127.37 / 129.58 Β±3.55 / 136.67 ms β 1.11x slower β β QQuery 14 β 394.16 / 399.00 Β±4.41 / 405.16 ms β 421.62 / 425.12 Β±4.11 / 432.09 ms β 1.07x slower β β QQuery 15 β 52.71 / 53.28 Β±0.33 / 53.72 ms β 20.62 / 22.53 Β±3.10 / 28.70 ms β +2.36x faster β β QQuery 16 β 6.34 / 6.51 Β±0.23 / 6.97 ms β 5.85 / 6.02 Β±0.22 / 6.46 ms β +1.08x faster β β QQuery 17 β 76.35 / 77.95 Β±1.27 / 80.11 ms β 89.29 / 90.26 Β±0.73 / 91.49 ms β 1.16x slower β β QQuery 18 β 100.46 / 102.39 Β±1.25 / 104.39 ms β 88.19 / 89.67 Β±1.87 / 93.08 ms β +1.14x faster β β QQuery 19 β 40.44 / 40.96 Β±0.54 / 41.77 ms β 39.25 / 39.72 Β±0.38 / 40.41 ms β no change β β QQuery 20 β 34.47 / 36.80 Β±2.75 / 42.06 ms β 30.02 / 30.74 Β±0.65 / 31.91 ms β +1.20x faster β β QQuery 21 β 16.26 / 16.61 Β±0.30 / 17.13 ms β 18.32 / 18.50 Β±0.16 / 18.80 ms β 1.11x slower β β QQuery 22 β 62.50 / 63.11 Β±0.32 / 63.39 ms β 60.88 / 61.84 Β±0.73 / 62.75 ms β no change β β QQuery 23 β 303.19 / 305.69 Β±2.39 / 308.84 ms β 347.12 / 352.20 Β±4.47 / 359.83 ms β 1.15x slower β β QQuery 24 β 185.39 / 187.64 Β±1.62 / 189.70 ms β 164.67 / 167.55 Β±2.21 / 170.89 ms β +1.12x faster β β QQuery 25 β 105.42 / 108.41 Β±3.94 / 116.01 ms β 100.82 / 101.57 Β±0.97 / 103.45 ms β +1.07x faster β β QQuery 26 β 46.81 / 47.17 Β±0.36 / 47.76 ms β 41.21 / 42.76 Β±2.38 / 47.48 ms β +1.10x faster β β QQuery 27 β 5.97 / 6.12 Β±0.14 / 6.34 ms β 5.56 / 5.79 Β±0.14 / 5.99 ms β +1.06x faster β β QQuery 28 β 56.11 / 58.54 Β±1.65 / 60.35 ms β 56.60 / 57.82 Β±1.81 / 61.42 ms β no change β β QQuery 29 β 92.61 / 94.38 Β±1.79 / 96.96 ms β 102.62 / 104.36 Β±2.06 / 108.14 ms β 1.11x slower β β QQuery 30 β 31.37 / 31.66 Β±0.29 / 32.20 ms β 32.39 / 34.15 Β±2.13 / 38.19 ms β 1.08x slower β β QQuery 31 β 106.38 / 107.59 Β±0.89 / 109.03 ms β 119.25 / 119.93 Β±0.95 / 121.78 ms β 1.11x slower β β QQuery 32 β 19.74 / 19.85 Β±0.20 / 20.25 ms β 19.56 / 20.15 Β±0.33 / 20.44 ms β no change β β QQuery 33 β 36.72 / 38.47 Β±2.45 / 43.12 ms β 38.01 / 38.33 Β±0.19 / 38.55 ms β no change β β QQuery 34 β 9.67 / 9.98 Β±0.36 / 10.64 ms β 10.02 / 12.12 Β±3.54 / 19.17 ms β 1.21x slower β β QQuery 35 β 69.71 / 70.49 Β±0.55 / 71.07 ms β 81.18 / 82.52 Β±0.93 / 83.89 ms β 1.17x slower β β QQuery 36 β 5.65 / 6.19 Β±0.73 / 7.61 ms β 5.51 / 5.67 Β±0.24 / 6.14 ms β +1.09x faster β β QQuery 37 β 6.75 / 6.89 Β±0.13 / 7.13 ms β 8.53 / 8.70 Β±0.13 / 8.94 ms β 1.26x slower β β QQuery 38 β 60.17 / 61.07 Β±0.91 / 62.79 ms β 75.89 / 76.58 Β±1.00 / 78.56 ms β 1.25x slower β β QQuery 39 β 71.62 / 73.92 Β±3.03 / 79.70 ms β 68.04 / 70.17 Β±3.10 / 76.30 ms β +1.05x faster β β QQuery 40 β 22.64 / 23.25 Β±0.43 / 23.86 ms β 18.66 / 19.41 Β±0.60 / 20.26 ms β +1.20x faster β β QQuery 41 β 10.99 / 11.09 Β±0.13 / 11.34 ms β 10.84 / 11.16 Β±0.27 / 11.63 ms β no change β β QQuery 42 β 22.88 / 23.88 Β±0.77 / 25.24 ms β 23.20 / 23.54 Β±0.36 / 24.01 ms β no change β β QQuery 43 β 4.70 / 4.86 Β±0.22 / 5.28 ms β 4.43 / 4.55 Β±0.20 / 4.95 ms β +1.07x faster β β QQuery 44 β 8.48 / 8.66 Β±0.16 / 8.92 ms β 8.49 / 8.61 Β±0.11 / 8.76 ms β no change β β QQuery 45 β 35.03 / 36.01 Β±0.90 / 37.63 ms β 24.66 / 25.53 Β±0.86 / 26.84 ms β +1.41x faster β β QQuery 46 β 11.66 / 11.80 Β±0.14 / 12.03 ms β 12.19 / 12.65 Β±0.46 / 13.51 ms β 1.07x slower β β QQuery 47 β 214.97 / 218.86 Β±4.59 / 227.45 ms β 213.66 / 217.57 Β±3.59 / 222.90 ms β no change β β QQuery 48 β 94.83 / 95.88 Β±1.27 / 98.29 ms β 112.75 / 114.06 Β±0.94 / 115.35 ms β 1.19x slower β β QQuery 49 β 69.03 / 69.69 Β±0.69 / 71.02 ms β 49.59 / 49.84 Β±0.20 / 50.14 ms β +1.40x faster β β QQuery 50 β 56.45 / 58.87 Β±3.05 / 64.88 ms β 70.73 / 72.95 Β±3.97 / 80.88 ms β 1.24x slower β β QQuery 51 β 91.80 / 94.06 Β±1.17 / 95.04 ms β 99.18 / 101.45 Β±2.13 / 104.93 ms β 1.08x slower β β QQuery 52 β 23.16 / 23.42 Β±0.18 / 23.70 ms β 23.38 / 24.28 Β±1.39 / 27.06 ms β no change β β QQuery 53 β 28.53 / 28.60 Β±0.05 / 28.67 ms β 29.67 / 29.96 Β±0.34 / 30.53 ms β no change β β QQuery 54 β 52.87 / 55.03 Β±3.20 / 61.34 ms β 27.73 / 28.67 Β±0.93 / 29.92 ms β +1.92x faster β β QQuery 55 β 22.55 / 22.86 Β±0.25 / 23.25 ms β 22.82 / 24.80 Β±3.14 / 31.03 ms β 1.08x slower β β QQuery 56 β 37.81 / 38.27 Β±0.53 / 39.27 ms β 33.78 / 34.22 Β±0.25 / 34.51 ms β +1.12x faster β β QQuery 57 β 164.20 / 166.11 Β±1.40 / 168.02 ms β 132.02 / 133.03 Β±0.96 / 134.65 ms β +1.25x faster β β QQuery 58 β 106.76 / 107.91 Β±0.79 / 109.08 ms β 70.08 / 72.01 Β±1.80 / 75.38 ms β +1.50x faster β β QQuery 59 β 114.38 / 115.97 Β±2.12 / 120.15 ms β 76.77 / 78.77 Β±2.82 / 84.36 ms β +1.47x faster β β QQuery 60 β 38.16 / 39.02 Β±0.47 / 39.53 ms β 37.35 / 37.69 Β±0.28 / 38.18 ms β no change β β QQuery 61 β 11.41 / 11.94 Β±0.72 / 13.32 ms β 10.87 / 11.05 Β±0.23 / 11.49 ms β +1.08x faster β β QQuery 62 β 43.47 / 44.10 Β±0.54 / 44.89 ms β 37.40 / 39.38 Β±2.28 / 43.67 ms β +1.12x faster β β QQuery 63 β 28.72 / 29.01 Β±0.28 / 29.49 ms β 29.99 / 30.26 Β±0.23 / 30.56 ms β no change β β QQuery 64 β 351.37 / 359.66 Β±9.21 / 376.76 ms β 284.27 / 288.67 Β±4.01 / 294.67 ms β +1.25x faster β β QQuery 65 β 127.73 / 130.09 Β±2.18 / 133.06 ms β 88.24 / 90.79 Β±3.76 / 98.05 ms β +1.43x faster β β QQuery 66 β 76.18 / 76.58 Β±0.30 / 77.09 ms β 63.00 / 63.41 Β±0.35 / 63.97 ms β +1.21x faster β β QQuery 67 β 237.45 / 240.82 Β±3.12 / 245.28 ms β 246.63 / 254.87 Β±5.05 / 260.05 ms β 1.06x slower β β QQuery 68 β 11.63 / 11.96 Β±0.48 / 12.92 ms β 11.92 / 12.38 Β±0.36 / 13.02 ms β no change β β QQuery 69 β 54.79 / 57.75 Β±4.67 / 67.07 ms β 68.91 / 71.13 Β±3.06 / 77.07 ms β 1.23x slower β β QQuery 70 β 102.66 / 105.49 Β±2.48 / 109.68 ms β 112.70 / 115.49 Β±1.76 / 118.13 ms β 1.09x slower β β QQuery 71 β 34.19 / 34.81 Β±0.41 / 35.31 ms β 31.44 / 32.07 Β±0.52 / 32.94 ms β +1.09x faster β β QQuery 72 β 1699.75 / 1723.28 Β±28.10 / 1765.32 ms β 103.57 / 108.33 Β±8.22 / 124.75 ms β +15.91x faster β β QQuery 73 β 9.96 / 10.17 Β±0.23 / 10.57 ms β 9.56 / 10.00 Β±0.41 / 10.71 ms β no change β β QQuery 74 β 149.88 / 152.40 Β±2.38 / 156.65 ms β 131.98 / 135.38 Β±4.64 / 144.57 ms β +1.13x faster β β QQuery 75 β 137.26 / 140.54 Β±3.39 / 147.10 ms β 153.88 / 155.96 Β±1.39 / 158.06 ms β 1.11x slower β β QQuery 76 β 33.29 / 33.71 Β±0.31 / 34.15 ms β 37.15 / 41.42 Β±6.71 / 54.69 ms β 1.23x slower β β QQuery 77 β 59.70 / 60.53 Β±1.04 / 62.56 ms β 59.11 / 59.63 Β±0.48 / 60.29 ms β no change β β QQuery 78 β 158.83 / 161.35 Β±2.16 / 165.35 ms β 115.27 / 118.29 Β±3.96 / 125.61 ms β +1.36x faster β β QQuery 79 β 65.86 / 66.72 Β±0.95 / 68.44 ms β 67.02 / 70.90 Β±5.39 / 81.58 ms β 1.06x slower β β QQuery 80 β 92.56 / 96.28 Β±3.95 / 103.71 ms β 74.59 / 77.66 Β±3.46 / 84.24 ms β +1.24x faster β β QQuery 81 β 25.24 / 25.57 Β±0.35 / 26.16 ms β 26.43 / 26.69 Β±0.21 / 27.02 ms β no change β β QQuery 82 β 15.83 / 15.94 Β±0.10 / 16.10 ms β 17.67 / 17.83 Β±0.16 / 18.14 ms β 1.12x slower β β QQuery 83 β 32.93 / 33.43 Β±0.47 / 34.26 ms β 29.37 / 32.66 Β±5.43 / 43.48 ms β no change β β QQuery 84 β 28.83 / 29.21 Β±0.37 / 29.89 ms β 30.02 / 30.44 Β±0.26 / 30.74 ms β no change β β QQuery 85 β 101.18 / 105.06 Β±6.09 / 117.13 ms β 119.30 / 120.40 Β±1.18 / 122.57 ms β 1.15x slower β β QQuery 86 β 24.51 / 25.11 Β±0.44 / 25.69 ms β 28.66 / 29.22 Β±0.45 / 30.02 ms β 1.16x slower β β QQuery 87 β 60.41 / 61.36 Β±0.52 / 61.99 ms β 77.19 / 80.53 Β±4.86 / 90.03 ms β 1.31x slower β β QQuery 88 β 60.08 / 60.62 Β±0.39 / 61.26 ms β 62.96 / 66.44 Β±1.88 / 68.04 ms β 1.10x slower β β QQuery 89 β 34.42 / 36.09 Β±2.72 / 41.50 ms β 41.84 / 42.09 Β±0.21 / 42.43 ms β 1.17x slower β β QQuery 90 β 16.10 / 16.42 Β±0.21 / 16.77 ms β 17.72 / 21.41 Β±6.91 / 35.22 ms β 1.30x slower β β QQuery 91 β 43.34 / 44.00 Β±0.55 / 44.76 ms β 34.41 / 34.96 Β±0.51 / 35.62 ms β +1.26x faster β β QQuery 92 β 27.91 / 29.47 Β±1.85 / 33.10 ms β 27.33 / 27.96 Β±0.43 / 28.56 ms β +1.05x faster β β QQuery 93 β 48.39 / 48.81 Β±0.38 / 49.43 ms β 48.13 / 49.49 Β±2.09 / 53.65 ms β no change β β QQuery 94 β 37.22 / 37.61 Β±0.32 / 38.17 ms β 34.15 / 35.18 Β±0.87 / 36.48 ms β +1.07x faster β β QQuery 95 β 78.54 / 80.39 Β±2.42 / 85.06 ms β 52.89 / 54.81 Β±1.84 / 58.22 ms β +1.47x faster β β QQuery 96 β 23.22 / 24.33 Β±1.38 / 27.04 ms β 25.47 / 25.84 Β±0.61 / 27.05 ms β 1.06x slower β β QQuery 97 β 50.35 / 51.21 Β±1.34 / 53.87 ms β 52.80 / 54.29 Β±1.23 / 56.19 ms β 1.06x slower β β QQuery 98 β 41.42 / 41.97 Β±0.29 / 42.25 ms β 37.20 / 38.41 Β±1.17 / 40.47 ms β +1.09x faster β β QQuery 99 β 64.90 / 65.32 Β±0.32 / 65.73 ms β 53.02 / 53.69 Β±0.47 / 54.15 ms β +1.22x faster β βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 8986.47ms β β Total Time (optional-filters-final) β 6886.71ms β β Average Time (HEAD) β 90.77ms β β Average Time (optional-filters-final) β 69.56ms β β Queries Faster β 45 β β Queries Slower β 34 β β Queries with No Change β 20 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 | 199.2s | | CPU sys | 5.4s | | Peak spill | 0 B | **tpcds β branch** | Metric | Value | |--------|-------| | Wall time | 35.0s | | Peak memory | 1.9 GiB | | Avg memory | 1.4 GiB | | CPU user | 96.5s | | CPU sys | 5.1s | | 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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