adriangbot commented on PR #25752: URL: https://github.com/apache/datafusion/pull/25752#issuecomment-5835476308
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25752#issuecomment-5835325769) **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: "5" 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 5.93 ms β 5.55 ms β +1.07x faster β β QQuery 2 β 81.51 ms β 44.86 ms β +1.82x faster β β QQuery 3 β 29.39 ms β 27.53 ms β +1.07x faster β β QQuery 4 β 490.49 ms β 359.64 ms β +1.36x faster β β QQuery 5 β 52.50 ms β 49.67 ms β +1.06x faster β β QQuery 6 β 37.40 ms β 32.11 ms β +1.16x faster β β QQuery 7 β 75.82 ms β 63.24 ms β +1.20x faster β β QQuery 8 β 37.93 ms β 15.98 ms β +2.37x faster β β QQuery 9 β 53.60 ms β 59.45 ms β 1.11x slower β β QQuery 10 β 62.95 ms β 87.90 ms β 1.40x slower β β QQuery 11 β 322.89 ms β 218.59 ms β +1.48x faster β β QQuery 12 β 30.52 ms β 27.73 ms β +1.10x faster β β QQuery 13 β 121.71 ms β 130.68 ms β 1.07x slower β β QQuery 14 β 399.69 ms β 416.09 ms β no change β β QQuery 15 β 62.69 ms β 22.70 ms β +2.76x faster β β QQuery 16 β 7.07 ms β 6.63 ms β +1.07x faster β β QQuery 17 β 80.39 ms β 93.05 ms β 1.16x slower β β QQuery 18 β 109.01 ms β 91.60 ms β +1.19x faster β β QQuery 19 β 43.55 ms β 41.00 ms β +1.06x faster β β QQuery 20 β 37.74 ms β 31.52 ms β +1.20x faster β β QQuery 21 β 18.14 ms β 19.18 ms β 1.06x slower β β QQuery 22 β 64.18 ms β 65.32 ms β no change β β QQuery 23 β 331.94 ms β 369.98 ms β 1.11x slower β β QQuery 24 β 205.89 ms β 176.52 ms β +1.17x faster β β QQuery 25 β 110.02 ms β 99.53 ms β +1.11x faster β β QQuery 26 β 49.35 ms β 44.19 ms β +1.12x faster β β QQuery 27 β 6.55 ms β 6.34 ms β no change β β QQuery 28 β 58.81 ms β 63.47 ms β 1.08x slower β β QQuery 29 β 98.01 ms β 106.70 ms β 1.09x slower β β QQuery 30 β 34.16 ms β 34.16 ms β no change β β QQuery 31 β 113.09 ms β 124.20 ms β 1.10x slower β β QQuery 32 β 21.66 ms β 21.42 ms β no change β β QQuery 33 β 38.81 ms β 40.40 ms β no change β β QQuery 34 β 10.96 ms β 10.84 ms β no change β β QQuery 35 β 78.64 ms β 83.34 ms β 1.06x slower β β QQuery 36 β 6.33 ms β 5.93 ms β +1.07x faster β β QQuery 37 β 7.34 ms β 9.11 ms β 1.24x slower β β QQuery 38 β 65.01 ms β 81.81 ms β 1.26x slower β β QQuery 39 β 77.02 ms β 70.62 ms β +1.09x faster β β QQuery 40 β 24.96 ms β 19.80 ms β +1.26x faster β β QQuery 41 β 12.11 ms β 11.61 ms β no change β β QQuery 42 β 24.96 ms β 24.65 ms β no change β β QQuery 43 β 5.52 ms β 4.69 ms β +1.18x faster β β QQuery 44 β 9.51 ms β 9.23 ms β no change β β QQuery 45 β 41.30 ms β 26.46 ms β +1.56x faster β β QQuery 46 β 12.54 ms β 12.77 ms β no change β β QQuery 47 β 244.49 ms β 233.28 ms β no change β β QQuery 48 β 97.40 ms β 96.98 ms β no change β β QQuery 49 β 71.90 ms β 51.47 ms β +1.40x faster β β QQuery 50 β 59.02 ms β 70.73 ms β 1.20x slower β β QQuery 51 β 93.89 ms β 102.12 ms β 1.09x slower β β QQuery 52 β 24.96 ms β 24.75 ms β no change β β QQuery 53 β 29.96 ms β 31.33 ms β no change β β QQuery 54 β 55.20 ms β 28.16 ms β +1.96x faster β β QQuery 55 β 24.13 ms β 24.16 ms β no change β β QQuery 56 β 39.54 ms β 35.75 ms β +1.11x faster β β QQuery 57 β 173.01 ms β 139.55 ms β +1.24x faster β β QQuery 58 β 109.77 ms β 73.23 ms β +1.50x faster β β QQuery 59 β 117.48 ms β 78.88 ms β +1.49x faster β β QQuery 60 β 39.66 ms β 38.47 ms β no change β β QQuery 61 β 11.86 ms β 11.16 ms β +1.06x faster β β QQuery 62 β 44.74 ms β 39.25 ms β +1.14x faster β β QQuery 63 β 29.84 ms β 31.05 ms β no change β β QQuery 64 β 370.14 ms β 294.38 ms β +1.26x faster β β QQuery 65 β 134.17 ms β 91.11 ms β +1.47x faster β β QQuery 66 β 80.36 ms β 65.18 ms β +1.23x faster β β QQuery 67 β 264.62 ms β 273.60 ms β no change β β QQuery 68 β 12.40 ms β 12.53 ms β no change β β QQuery 69 β 57.23 ms β 72.12 ms β 1.26x slower β β QQuery 70 β 106.13 ms β 116.20 ms β 1.09x slower β β QQuery 71 β 35.68 ms β 33.15 ms β +1.08x faster β β QQuery 72 β 1822.16 ms β 110.30 ms β +16.52x faster β β QQuery 73 β 10.50 ms β 10.51 ms β no change β β QQuery 74 β 175.79 ms β 142.25 ms β +1.24x faster β β QQuery 75 β 144.03 ms β 161.99 ms β 1.12x slower β β QQuery 76 β 35.01 ms β 40.01 ms β 1.14x slower β β QQuery 77 β 62.92 ms β 62.84 ms β no change β β QQuery 78 β 170.67 ms β 123.33 ms β +1.38x faster β β QQuery 79 β 69.36 ms β 69.44 ms β no change β β QQuery 80 β 98.05 ms β 77.25 ms β +1.27x faster β β QQuery 81 β 27.07 ms β 28.91 ms β 1.07x slower β β QQuery 82 β 17.61 ms β 19.46 ms β 1.11x slower β β QQuery 83 β 35.50 ms β 31.72 ms β +1.12x faster β β QQuery 84 β 30.46 ms β 31.64 ms β no change β β QQuery 85 β 105.78 ms β 124.95 ms β 1.18x slower β β QQuery 86 β 26.15 ms β 31.02 ms β 1.19x slower β β QQuery 87 β 65.08 ms β 81.84 ms β 1.26x slower β β QQuery 88 β 62.36 ms β 71.11 ms β 1.14x slower β β QQuery 89 β 35.51 ms β 43.94 ms β 1.24x slower β β QQuery 90 β 17.45 ms β 18.91 ms β 1.08x slower β β QQuery 91 β 45.60 ms β 35.33 ms β +1.29x faster β β QQuery 92 β 30.74 ms β 28.75 ms β +1.07x faster β β QQuery 93 β 50.25 ms β 49.55 ms β no change β β QQuery 94 β 40.34 ms β 37.14 ms β +1.09x faster β β QQuery 95 β 82.31 ms β 55.81 ms β +1.47x faster β β QQuery 96 β 24.28 ms β 26.55 ms β 1.09x slower β β QQuery 97 β 52.67 ms β 54.62 ms β no change β β QQuery 98 β 44.17 ms β 40.53 ms β +1.09x faster β β QQuery 99 β 67.40 ms β 54.38 ms β +1.24x faster β βββββββββββββ΄βββββββββββββ΄βββββββββββββββββββββββββ΄βββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9446.40ms β β Total Time (optional-filters-final) β 7100.47ms β β Average Time (HEAD) β 95.42ms β β Average Time (optional-filters-final) β 71.72ms β β Queries Faster β 46 β β Queries Slower β 27 β β Queries with No Change β 26 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 -------------------- βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³βββββββββββββββββββββββββββββββββββββ³βββββββββββββββββ β Query β HEAD β optional-filters-final β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.93 / 6.48 Β±1.00 / 8.47 ms β 5.55 / 6.11 Β±0.93 / 7.97 ms β +1.06x faster β β QQuery 2 β 81.51 / 81.84 Β±0.20 / 82.08 ms β 44.86 / 45.18 Β±0.23 / 45.52 ms β +1.81x faster β β QQuery 3 β 29.39 / 29.55 Β±0.16 / 29.79 ms β 27.53 / 27.83 Β±0.28 / 28.28 ms β +1.06x faster β β QQuery 4 β 490.49 / 507.06 Β±10.64 / 519.05 ms β 359.64 / 365.15 Β±4.98 / 371.99 ms β +1.39x faster β β QQuery 5 β 52.50 / 53.37 Β±0.64 / 54.09 ms β 49.67 / 50.45 Β±0.56 / 51.13 ms β +1.06x faster β β QQuery 6 β 37.40 / 38.03 Β±0.50 / 38.82 ms β 32.11 / 32.51 Β±0.33 / 33.05 ms β +1.17x faster β β QQuery 7 β 75.82 / 77.05 Β±1.44 / 79.79 ms β 63.24 / 63.78 Β±0.45 / 64.37 ms β +1.21x faster β β QQuery 8 β 37.93 / 39.41 Β±2.12 / 43.57 ms β 15.98 / 17.75 Β±3.26 / 24.27 ms β +2.22x faster β β QQuery 9 β 53.60 / 56.75 Β±2.22 / 60.18 ms β 59.45 / 61.50 Β±2.67 / 66.73 ms β 1.08x slower β β QQuery 10 β 62.95 / 63.22 Β±0.26 / 63.57 ms β 87.90 / 88.69 Β±0.61 / 89.51 ms β 1.40x slower β β QQuery 11 β 322.89 / 330.09 Β±4.67 / 336.23 ms β 218.59 / 222.11 Β±2.82 / 225.43 ms β +1.49x faster β β QQuery 12 β 30.52 / 30.97 Β±0.60 / 32.12 ms β 27.73 / 29.76 Β±2.29 / 33.59 ms β no change β β QQuery 13 β 121.71 / 124.05 Β±2.57 / 128.79 ms β 130.68 / 132.49 Β±1.74 / 135.72 ms β 1.07x slower β β QQuery 14 β 399.69 / 407.99 Β±6.46 / 415.72 ms β 416.09 / 420.66 Β±5.30 / 430.64 ms β no change β β QQuery 15 β 62.69 / 63.79 Β±1.12 / 65.39 ms β 22.70 / 24.95 Β±3.50 / 31.92 ms β +2.56x faster β β QQuery 16 β 7.07 / 7.16 Β±0.11 / 7.38 ms β 6.63 / 6.74 Β±0.07 / 6.86 ms β +1.06x faster β β QQuery 17 β 80.39 / 82.02 Β±1.66 / 85.05 ms β 93.05 / 96.06 Β±4.53 / 105.07 ms β 1.17x slower β β QQuery 18 β 109.01 / 111.00 Β±2.23 / 115.36 ms β 91.60 / 92.60 Β±0.96 / 94.22 ms β +1.20x faster β β QQuery 19 β 43.55 / 44.80 Β±1.04 / 46.50 ms β 41.00 / 43.12 Β±2.46 / 47.77 ms β no change β β QQuery 20 β 37.74 / 38.08 Β±0.29 / 38.49 ms β 31.52 / 32.53 Β±1.34 / 35.09 ms β +1.17x faster β β QQuery 21 β 18.14 / 18.68 Β±0.60 / 19.70 ms β 19.18 / 19.30 Β±0.13 / 19.53 ms β no change β β QQuery 22 β 64.18 / 69.07 Β±2.68 / 72.28 ms β 65.32 / 66.61 Β±0.69 / 67.27 ms β no change β β QQuery 23 β 331.94 / 339.51 Β±5.56 / 348.51 ms β 369.98 / 376.73 Β±4.33 / 381.26 ms β 1.11x slower β β QQuery 24 β 205.89 / 210.06 Β±3.41 / 213.88 ms β 176.52 / 184.43 Β±8.65 / 199.61 ms β +1.14x faster β β QQuery 25 β 110.02 / 112.18 Β±1.32 / 113.60 ms β 99.53 / 103.69 Β±5.80 / 114.98 ms β +1.08x faster β β QQuery 26 β 49.35 / 52.07 Β±3.54 / 59.06 ms β 44.19 / 44.47 Β±0.16 / 44.67 ms β +1.17x faster β β QQuery 27 β 6.55 / 6.68 Β±0.13 / 6.92 ms β 6.34 / 6.57 Β±0.17 / 6.86 ms β no change β β QQuery 28 β 58.81 / 61.74 Β±1.52 / 63.20 ms β 63.47 / 63.81 Β±0.31 / 64.25 ms β no change β β QQuery 29 β 98.01 / 100.57 Β±2.84 / 105.93 ms β 106.70 / 111.54 Β±7.51 / 126.50 ms β 1.11x slower β β QQuery 30 β 34.16 / 34.65 Β±0.43 / 35.44 ms β 34.16 / 34.61 Β±0.38 / 35.12 ms β no change β β QQuery 31 β 113.09 / 114.55 Β±1.81 / 118.10 ms β 124.20 / 127.14 Β±4.54 / 136.09 ms β 1.11x slower β β QQuery 32 β 21.66 / 21.81 Β±0.16 / 22.07 ms β 21.42 / 22.43 Β±1.31 / 24.96 ms β no change β β QQuery 33 β 38.81 / 41.75 Β±4.26 / 50.18 ms β 40.40 / 41.03 Β±0.71 / 42.32 ms β no change β β QQuery 34 β 10.96 / 11.36 Β±0.26 / 11.64 ms β 10.84 / 11.15 Β±0.21 / 11.39 ms β no change β β QQuery 35 β 78.64 / 79.82 Β±1.17 / 81.96 ms β 83.34 / 84.51 Β±0.72 / 85.48 ms β 1.06x slower β β QQuery 36 β 6.33 / 6.50 Β±0.12 / 6.65 ms β 5.93 / 6.07 Β±0.16 / 6.34 ms β +1.07x faster β β QQuery 37 β 7.34 / 7.52 Β±0.11 / 7.68 ms β 9.11 / 9.17 Β±0.04 / 9.25 ms β 1.22x slower β β QQuery 38 β 65.01 / 65.92 Β±0.59 / 66.59 ms β 81.81 / 84.20 Β±3.51 / 91.03 ms β 1.28x slower β β QQuery 39 β 77.02 / 78.90 Β±2.75 / 84.35 ms β 70.62 / 71.49 Β±0.55 / 72.25 ms β +1.10x faster β β QQuery 40 β 24.96 / 25.26 Β±0.30 / 25.82 ms β 19.80 / 20.01 Β±0.12 / 20.17 ms β +1.26x faster β β QQuery 41 β 12.11 / 12.25 Β±0.12 / 12.48 ms β 11.61 / 11.80 Β±0.12 / 11.98 ms β no change β β QQuery 42 β 24.96 / 25.58 Β±0.42 / 26.09 ms β 24.65 / 26.27 Β±2.54 / 31.30 ms β no change β β QQuery 43 β 5.52 / 5.58 Β±0.07 / 5.71 ms β 4.69 / 4.86 Β±0.14 / 5.07 ms β +1.15x faster β β QQuery 44 β 9.51 / 9.58 Β±0.07 / 9.68 ms β 9.23 / 9.35 Β±0.11 / 9.53 ms β no change β β QQuery 45 β 41.30 / 41.76 Β±0.27 / 42.04 ms β 26.46 / 28.23 Β±1.83 / 31.71 ms β +1.48x faster β β QQuery 46 β 12.54 / 14.24 Β±2.34 / 18.89 ms β 12.77 / 13.37 Β±0.43 / 13.99 ms β +1.06x faster β β QQuery 47 β 244.49 / 248.18 Β±3.40 / 252.90 ms β 233.28 / 238.16 Β±3.34 / 241.00 ms β no change β β QQuery 48 β 97.40 / 99.02 Β±1.56 / 101.95 ms β 96.98 / 97.38 Β±0.47 / 98.29 ms β no change β β QQuery 49 β 71.90 / 74.95 Β±4.75 / 84.40 ms β 51.47 / 55.21 Β±4.59 / 63.76 ms β +1.36x faster β β QQuery 50 β 59.02 / 60.16 Β±0.68 / 60.94 ms β 70.73 / 70.90 Β±0.23 / 71.36 ms β 1.18x slower β β QQuery 51 β 93.89 / 96.13 Β±1.66 / 98.38 ms β 102.12 / 105.42 Β±3.01 / 109.14 ms β 1.10x slower β β QQuery 52 β 24.96 / 26.98 Β±3.56 / 34.09 ms β 24.75 / 25.15 Β±0.23 / 25.45 ms β +1.07x faster β β QQuery 53 β 29.96 / 30.30 Β±0.29 / 30.69 ms β 31.33 / 31.54 Β±0.14 / 31.73 ms β no change β β QQuery 54 β 55.20 / 55.82 Β±0.41 / 56.48 ms β 28.16 / 35.24 Β±7.14 / 44.14 ms β +1.58x faster β β QQuery 55 β 24.13 / 24.62 Β±0.29 / 24.97 ms β 24.16 / 24.31 Β±0.11 / 24.49 ms β no change β β QQuery 56 β 39.54 / 40.10 Β±0.42 / 40.78 ms β 35.75 / 35.90 Β±0.10 / 36.05 ms β +1.12x faster β β QQuery 57 β 173.01 / 175.89 Β±2.63 / 179.10 ms β 139.55 / 140.61 Β±0.63 / 141.38 ms β +1.25x faster β β QQuery 58 β 109.77 / 112.14 Β±1.34 / 113.56 ms β 73.23 / 73.79 Β±0.39 / 74.36 ms β +1.52x faster β β QQuery 59 β 117.48 / 118.38 Β±1.12 / 120.56 ms β 78.88 / 81.36 Β±2.06 / 84.71 ms β +1.46x faster β β QQuery 60 β 39.66 / 40.24 Β±0.68 / 41.55 ms β 38.47 / 39.21 Β±0.43 / 39.67 ms β no change β β QQuery 61 β 11.86 / 12.00 Β±0.13 / 12.18 ms β 11.16 / 11.38 Β±0.15 / 11.62 ms β +1.05x faster β β QQuery 62 β 44.74 / 45.75 Β±1.42 / 48.56 ms β 39.25 / 39.52 Β±0.18 / 39.72 ms β +1.16x faster β β QQuery 63 β 29.84 / 30.46 Β±0.53 / 31.41 ms β 31.05 / 31.48 Β±0.23 / 31.66 ms β no change β β QQuery 64 β 370.14 / 377.26 Β±6.27 / 387.51 ms β 294.38 / 301.46 Β±8.08 / 315.10 ms β +1.25x faster β β QQuery 65 β 134.17 / 137.81 Β±3.11 / 143.25 ms β 91.11 / 92.11 Β±0.54 / 92.74 ms β +1.50x faster β β QQuery 66 β 80.36 / 81.89 Β±1.73 / 85.26 ms β 65.18 / 69.92 Β±4.82 / 77.26 ms β +1.17x faster β β QQuery 67 β 264.62 / 270.69 Β±3.12 / 273.63 ms β 273.60 / 277.49 Β±4.19 / 285.28 ms β no change β β QQuery 68 β 12.40 / 12.51 Β±0.09 / 12.64 ms β 12.53 / 12.78 Β±0.20 / 13.15 ms β no change β β QQuery 69 β 57.23 / 58.54 Β±2.22 / 62.96 ms β 72.12 / 77.26 Β±6.27 / 88.30 ms β 1.32x slower β β QQuery 70 β 106.13 / 108.09 Β±2.23 / 112.05 ms β 116.20 / 117.70 Β±1.43 / 120.37 ms β 1.09x slower β β QQuery 71 β 35.68 / 36.09 Β±0.33 / 36.69 ms β 33.15 / 33.62 Β±0.43 / 34.16 ms β +1.07x faster β β QQuery 72 β 1822.16 / 1860.36 Β±37.17 / 1927.66 ms β 110.30 / 116.52 Β±10.49 / 137.44 ms β +15.97x faster β β QQuery 73 β 10.50 / 10.70 Β±0.21 / 11.06 ms β 10.51 / 10.78 Β±0.15 / 10.93 ms β no change β β QQuery 74 β 175.79 / 180.77 Β±3.59 / 185.61 ms β 142.25 / 146.38 Β±4.97 / 155.75 ms β +1.23x faster β β QQuery 75 β 144.03 / 145.19 Β±1.03 / 146.59 ms β 161.99 / 165.43 Β±4.49 / 174.28 ms β 1.14x slower β β QQuery 76 β 35.01 / 35.33 Β±0.26 / 35.75 ms β 40.01 / 41.18 Β±1.87 / 44.91 ms β 1.17x slower β β QQuery 77 β 62.92 / 66.32 Β±4.29 / 74.11 ms β 62.84 / 63.21 Β±0.29 / 63.56 ms β no change β β QQuery 78 β 170.67 / 174.06 Β±3.07 / 179.69 ms β 123.33 / 130.15 Β±8.89 / 147.00 ms β +1.34x faster β β QQuery 79 β 69.36 / 70.21 Β±1.05 / 72.00 ms β 69.44 / 69.76 Β±0.33 / 70.20 ms β no change β β QQuery 80 β 98.05 / 100.91 Β±2.77 / 106.07 ms β 77.25 / 77.62 Β±0.44 / 78.45 ms β +1.30x faster β β QQuery 81 β 27.07 / 27.52 Β±0.41 / 28.29 ms β 28.91 / 32.58 Β±4.69 / 41.28 ms β 1.18x slower β β QQuery 82 β 17.61 / 17.78 Β±0.15 / 18.00 ms β 19.46 / 20.04 Β±0.46 / 20.76 ms β 1.13x slower β β QQuery 83 β 35.50 / 36.00 Β±0.48 / 36.71 ms β 31.72 / 32.70 Β±0.65 / 33.47 ms β +1.10x faster β β QQuery 84 β 30.46 / 30.81 Β±0.20 / 30.99 ms β 31.64 / 32.02 Β±0.34 / 32.44 ms β no change β β QQuery 85 β 105.78 / 108.33 Β±3.79 / 115.82 ms β 124.95 / 128.97 Β±2.92 / 132.85 ms β 1.19x slower β β QQuery 86 β 26.15 / 26.55 Β±0.29 / 27.06 ms β 31.02 / 31.41 Β±0.28 / 31.79 ms β 1.18x slower β β QQuery 87 β 65.08 / 66.78 Β±1.26 / 68.60 ms β 81.84 / 82.70 Β±1.21 / 85.07 ms β 1.24x slower β β QQuery 88 β 62.36 / 63.34 Β±0.61 / 64.07 ms β 71.11 / 74.73 Β±2.53 / 78.14 ms β 1.18x slower β β QQuery 89 β 35.51 / 37.74 Β±3.06 / 43.75 ms β 43.94 / 44.45 Β±0.57 / 45.15 ms β 1.18x slower β β QQuery 90 β 17.45 / 17.59 Β±0.09 / 17.69 ms β 18.91 / 19.22 Β±0.24 / 19.61 ms β 1.09x slower β β QQuery 91 β 45.60 / 46.74 Β±1.33 / 49.35 ms β 35.33 / 36.02 Β±0.46 / 36.73 ms β +1.30x faster β β QQuery 92 β 30.74 / 31.63 Β±0.57 / 32.41 ms β 28.75 / 29.64 Β±0.53 / 30.23 ms β +1.07x faster β β QQuery 93 β 50.25 / 51.50 Β±1.41 / 54.10 ms β 49.55 / 52.50 Β±4.35 / 61.12 ms β no change β β QQuery 94 β 40.34 / 42.35 Β±2.34 / 46.71 ms β 37.14 / 39.67 Β±2.71 / 44.69 ms β +1.07x faster β β QQuery 95 β 82.31 / 84.72 Β±1.33 / 86.10 ms β 55.81 / 56.48 Β±0.56 / 57.39 ms β +1.50x faster β β QQuery 96 β 24.28 / 24.51 Β±0.12 / 24.62 ms β 26.55 / 26.89 Β±0.32 / 27.40 ms β 1.10x slower β β QQuery 97 β 52.67 / 53.86 Β±1.34 / 56.45 ms β 54.62 / 55.64 Β±1.07 / 57.69 ms β no change β β QQuery 98 β 44.17 / 46.58 Β±3.38 / 53.30 ms β 40.53 / 43.08 Β±4.18 / 51.38 ms β +1.08x faster β β QQuery 99 β 67.40 / 68.73 Β±1.70 / 72.09 ms β 54.38 / 55.46 Β±0.89 / 56.67 ms β +1.24x faster β βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9661.19ms β β Total Time (optional-filters-final) β 7276.96ms β β Average Time (HEAD) β 97.59ms β β Average Time (optional-filters-final) β 73.50ms β β Queries Faster β 46 β β Queries Slower β 25 β β Queries with No Change β 28 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 | 2.2 GiB | | Avg memory | 1.5 GiB | | CPU user | 206.6s | | CPU sys | 6.2s | | 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 | 100.8s | | CPU sys | 6.0s | | 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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