adriangbot commented on PR #25752: URL: https://github.com/apache/datafusion/pull/25752#issuecomment-5835771066
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25752#issuecomment-5835668816) **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_ADAPTIVE_FILTER_PLACEMENT: "false" 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 5.54 ms β 5.18 ms β +1.07x faster β β QQuery 2 β 80.74 ms β 44.66 ms β +1.81x faster β β QQuery 3 β 28.87 ms β 26.87 ms β +1.07x faster β β QQuery 4 β 458.89 ms β 343.78 ms β +1.33x faster β β QQuery 5 β 51.63 ms β 48.18 ms β +1.07x faster β β QQuery 6 β 35.69 ms β 31.44 ms β +1.14x faster β β QQuery 7 β 74.33 ms β 83.02 ms β 1.12x slower β β QQuery 8 β 35.77 ms β 15.43 ms β +2.32x faster β β QQuery 9 β 52.51 ms β 115.05 ms β 2.19x slower β β QQuery 10 β 61.52 ms β 73.02 ms β 1.19x slower β β QQuery 11 β 281.55 ms β 208.08 ms β +1.35x faster β β QQuery 12 β 28.80 ms β 28.51 ms β no change β β QQuery 13 β 116.90 ms β 116.63 ms β no change β β QQuery 14 β 391.51 ms β 426.33 ms β 1.09x slower β β QQuery 15 β 54.49 ms β 21.97 ms β +2.48x faster β β QQuery 16 β 6.65 ms β 5.85 ms β +1.14x faster β β QQuery 17 β 78.39 ms β 91.00 ms β 1.16x slower β β QQuery 18 β 103.89 ms β 110.57 ms β 1.06x slower β β QQuery 19 β 42.29 ms β 40.06 ms β +1.06x faster β β QQuery 20 β 36.26 ms β 32.54 ms β +1.11x faster β β QQuery 21 β 16.91 ms β 18.96 ms β 1.12x slower β β QQuery 22 β 64.43 ms β 63.53 ms β no change β β QQuery 23 β 314.55 ms β 357.47 ms β 1.14x slower β β QQuery 24 β 199.17 ms β 168.94 ms β +1.18x faster β β QQuery 25 β 108.31 ms β 103.21 ms β no change β β QQuery 26 β 48.34 ms β 64.07 ms β 1.33x slower β β QQuery 27 β 6.28 ms β 6.27 ms β no change β β QQuery 28 β 56.04 ms β 74.09 ms β 1.32x slower β β QQuery 29 β 95.50 ms β 104.12 ms β 1.09x slower β β QQuery 30 β 33.11 ms β 33.03 ms β no change β β QQuery 31 β 109.56 ms β 121.60 ms β 1.11x slower β β QQuery 32 β 21.24 ms β 21.52 ms β no change β β QQuery 33 β 37.89 ms β 39.85 ms β 1.05x slower β β QQuery 34 β 10.64 ms β 10.81 ms β no change β β QQuery 35 β 73.60 ms β 83.01 ms β 1.13x slower β β QQuery 36 β 5.75 ms β 5.46 ms β +1.05x faster β β QQuery 37 β 7.09 ms β 7.00 ms β no change β β QQuery 38 β 63.33 ms β 79.31 ms β 1.25x slower β β QQuery 39 β 74.68 ms β 70.11 ms β +1.07x faster β β QQuery 40 β 24.10 ms β 20.12 ms β +1.20x faster β β QQuery 41 β 11.61 ms β 12.17 ms β no change β β QQuery 42 β 24.17 ms β 24.09 ms β no change β β QQuery 43 β 4.87 ms β 4.44 ms β +1.10x faster β β QQuery 44 β 8.98 ms β 8.71 ms β no change β β QQuery 45 β 38.79 ms β 25.85 ms β +1.50x faster β β QQuery 46 β 12.37 ms β 12.44 ms β no change β β QQuery 47 β 237.23 ms β 221.93 ms β +1.07x faster β β QQuery 48 β 95.97 ms β 127.55 ms β 1.33x slower β β QQuery 49 β 72.03 ms β 87.61 ms β 1.22x slower β β QQuery 50 β 58.68 ms β 69.58 ms β 1.19x slower β β QQuery 51 β 93.59 ms β 102.14 ms β 1.09x slower β β QQuery 52 β 24.59 ms β 24.18 ms β no change β β QQuery 53 β 29.16 ms β 30.55 ms β no change β β QQuery 54 β 54.39 ms β 28.52 ms β +1.91x faster β β QQuery 55 β 24.01 ms β 23.72 ms β no change β β QQuery 56 β 39.02 ms β 35.06 ms β +1.11x faster β β QQuery 57 β 171.46 ms β 133.86 ms β +1.28x faster β β QQuery 58 β 110.44 ms β 71.59 ms β +1.54x faster β β QQuery 59 β 116.12 ms β 80.11 ms β +1.45x faster β β QQuery 60 β 39.70 ms β 38.71 ms β no change β β QQuery 61 β 11.88 ms β 11.41 ms β no change β β QQuery 62 β 44.66 ms β 38.47 ms β +1.16x faster β β QQuery 63 β 29.66 ms β 30.74 ms β no change β β QQuery 64 β 363.68 ms β 287.99 ms β +1.26x faster β β QQuery 65 β 131.08 ms β 89.38 ms β +1.47x faster β β QQuery 66 β 78.29 ms β 65.51 ms β +1.20x faster β β QQuery 67 β 256.69 ms β 263.57 ms β no change β β QQuery 68 β 12.09 ms β 12.27 ms β no change β β QQuery 69 β 55.65 ms β 70.73 ms β 1.27x slower β β QQuery 70 β 104.06 ms β 115.73 ms β 1.11x slower β β QQuery 71 β 35.19 ms β 32.88 ms β +1.07x faster β β QQuery 72 β 1753.70 ms β 108.56 ms β +16.15x faster β β QQuery 73 β 10.14 ms β 10.41 ms β no change β β QQuery 74 β 162.61 ms β 137.99 ms β +1.18x faster β β QQuery 75 β 140.90 ms β 157.78 ms β 1.12x slower β β QQuery 76 β 34.37 ms β 40.81 ms β 1.19x slower β β QQuery 77 β 60.70 ms β 62.40 ms β no change β β QQuery 78 β 162.37 ms β 119.33 ms β +1.36x faster β β QQuery 79 β 67.67 ms β 67.78 ms β no change β β QQuery 80 β 95.52 ms β 76.10 ms β +1.26x faster β β QQuery 81 β 26.19 ms β 27.74 ms β 1.06x slower β β QQuery 82 β 16.68 ms β 31.73 ms β 1.90x slower β β QQuery 83 β 34.30 ms β 29.71 ms β +1.15x faster β β QQuery 84 β 29.92 ms β 30.86 ms β no change β β QQuery 85 β 104.02 ms β 127.39 ms β 1.22x slower β β QQuery 86 β 25.67 ms β 30.28 ms β 1.18x slower β β QQuery 87 β 63.31 ms β 79.04 ms β 1.25x slower β β QQuery 88 β 61.39 ms β 65.23 ms β 1.06x slower β β QQuery 89 β 35.26 ms β 42.99 ms β 1.22x slower β β QQuery 90 β 16.95 ms β 18.68 ms β 1.10x slower β β QQuery 91 β 44.57 ms β 46.48 ms β no change β β QQuery 92 β 30.67 ms β 30.16 ms β no change β β QQuery 93 β 49.27 ms β 49.75 ms β no change β β QQuery 94 β 38.51 ms β 36.38 ms β +1.06x faster β β QQuery 95 β 80.91 ms β 55.04 ms β +1.47x faster β β QQuery 96 β 23.90 ms β 26.50 ms β 1.11x slower β β QQuery 97 β 51.76 ms β 54.32 ms β no change β β QQuery 98 β 43.07 ms β 39.00 ms β +1.10x faster β β QQuery 99 β 65.79 ms β 53.73 ms β +1.22x faster β βββββββββββββ΄βββββββββββββ΄βββββββββββββββββββββββββ΄βββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9116.98ms β β Total Time (optional-filters-final) β 7158.32ms β β Average Time (HEAD) β 92.09ms β β Average Time (optional-filters-final) β 72.31ms β β Queries Faster β 38 β β Queries Slower β 32 β β Queries with No Change β 29 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 5.54 / 6.25 Β±1.00 / 8.24 ms β 5.18 / 5.71 Β±1.01 / 7.72 ms β +1.10x faster β β QQuery 2 β 80.74 / 80.86 Β±0.11 / 81.07 ms β 44.66 / 45.18 Β±0.37 / 45.78 ms β +1.79x faster β β QQuery 3 β 28.87 / 29.22 Β±0.25 / 29.49 ms β 26.87 / 27.12 Β±0.23 / 27.44 ms β +1.08x faster β β QQuery 4 β 458.89 / 465.45 Β±7.23 / 476.84 ms β 343.78 / 352.29 Β±6.24 / 362.87 ms β +1.32x faster β β QQuery 5 β 51.63 / 51.80 Β±0.18 / 52.13 ms β 48.18 / 48.81 Β±0.35 / 49.19 ms β +1.06x faster β β QQuery 6 β 35.69 / 36.16 Β±0.35 / 36.73 ms β 31.44 / 31.72 Β±0.21 / 32.09 ms β +1.14x faster β β QQuery 7 β 74.33 / 74.62 Β±0.22 / 74.87 ms β 83.02 / 83.93 Β±0.96 / 85.32 ms β 1.12x slower β β QQuery 8 β 35.77 / 36.36 Β±0.31 / 36.65 ms β 15.43 / 17.33 Β±3.43 / 24.18 ms β +2.10x faster β β QQuery 9 β 52.51 / 54.04 Β±1.32 / 55.73 ms β 115.05 / 116.42 Β±1.60 / 119.48 ms β 2.15x slower β β QQuery 10 β 61.52 / 61.96 Β±0.48 / 62.89 ms β 73.02 / 75.88 Β±4.24 / 84.29 ms β 1.22x slower β β QQuery 11 β 281.55 / 285.14 Β±1.98 / 287.51 ms β 208.08 / 213.25 Β±5.31 / 220.27 ms β +1.34x faster β β QQuery 12 β 28.80 / 30.41 Β±1.68 / 33.46 ms β 28.51 / 29.18 Β±0.68 / 30.08 ms β no change β β QQuery 13 β 116.90 / 118.59 Β±1.13 / 120.05 ms β 116.63 / 117.75 Β±1.18 / 119.86 ms β no change β β QQuery 14 β 391.51 / 398.42 Β±3.97 / 402.62 ms β 426.33 / 430.52 Β±3.14 / 434.69 ms β 1.08x slower β β QQuery 15 β 54.49 / 55.65 Β±0.88 / 56.76 ms β 21.97 / 24.61 Β±3.92 / 32.32 ms β +2.26x faster β β QQuery 16 β 6.65 / 6.86 Β±0.16 / 7.09 ms β 5.85 / 6.15 Β±0.22 / 6.54 ms β +1.11x faster β β QQuery 17 β 78.39 / 79.00 Β±0.75 / 80.47 ms β 91.00 / 94.55 Β±5.60 / 105.72 ms β 1.20x slower β β QQuery 18 β 103.89 / 104.42 Β±0.46 / 105.04 ms β 110.57 / 113.47 Β±1.97 / 116.46 ms β 1.09x slower β β QQuery 19 β 42.29 / 42.72 Β±0.50 / 43.65 ms β 40.06 / 41.83 Β±2.80 / 47.42 ms β no change β β QQuery 20 β 36.26 / 36.81 Β±0.76 / 38.26 ms β 32.54 / 33.61 Β±0.94 / 35.16 ms β +1.09x faster β β QQuery 21 β 16.91 / 17.25 Β±0.26 / 17.65 ms β 18.96 / 19.29 Β±0.22 / 19.60 ms β 1.12x slower β β QQuery 22 β 64.43 / 64.85 Β±0.55 / 65.93 ms β 63.53 / 64.32 Β±0.68 / 65.22 ms β no change β β QQuery 23 β 314.55 / 317.72 Β±2.02 / 320.37 ms β 357.47 / 361.67 Β±3.66 / 367.44 ms β 1.14x slower β β QQuery 24 β 199.17 / 203.06 Β±5.88 / 214.68 ms β 168.94 / 178.05 Β±6.52 / 187.07 ms β +1.14x faster β β QQuery 25 β 108.31 / 111.64 Β±5.84 / 123.30 ms β 103.21 / 104.19 Β±1.41 / 106.93 ms β +1.07x faster β β QQuery 26 β 48.34 / 49.07 Β±0.81 / 50.64 ms β 64.07 / 67.25 Β±2.25 / 69.86 ms β 1.37x slower β β QQuery 27 β 6.28 / 6.52 Β±0.13 / 6.67 ms β 6.27 / 6.39 Β±0.11 / 6.54 ms β no change β β QQuery 28 β 56.04 / 59.70 Β±2.49 / 61.92 ms β 74.09 / 77.31 Β±2.87 / 82.42 ms β 1.29x slower β β QQuery 29 β 95.50 / 100.04 Β±7.20 / 114.36 ms β 104.12 / 105.19 Β±1.24 / 107.36 ms β 1.05x slower β β QQuery 30 β 33.11 / 33.76 Β±0.85 / 35.41 ms β 33.03 / 33.67 Β±0.44 / 34.38 ms β no change β β QQuery 31 β 109.56 / 112.02 Β±2.45 / 116.55 ms β 121.60 / 124.58 Β±4.08 / 132.45 ms β 1.11x slower β β QQuery 32 β 21.24 / 21.50 Β±0.21 / 21.80 ms β 21.52 / 21.86 Β±0.23 / 22.20 ms β no change β β QQuery 33 β 37.89 / 38.29 Β±0.31 / 38.82 ms β 39.85 / 40.09 Β±0.25 / 40.46 ms β no change β β QQuery 34 β 10.64 / 11.30 Β±0.51 / 11.98 ms β 10.81 / 11.30 Β±0.31 / 11.70 ms β no change β β QQuery 35 β 73.60 / 74.24 Β±0.67 / 75.46 ms β 83.01 / 85.27 Β±2.88 / 90.87 ms β 1.15x slower β β QQuery 36 β 5.75 / 5.94 Β±0.18 / 6.25 ms β 5.46 / 5.68 Β±0.23 / 6.13 ms β no change β β QQuery 37 β 7.09 / 7.19 Β±0.09 / 7.31 ms β 7.00 / 7.09 Β±0.09 / 7.25 ms β no change β β QQuery 38 β 63.33 / 65.27 Β±1.97 / 68.72 ms β 79.31 / 80.77 Β±1.20 / 82.63 ms β 1.24x slower β β QQuery 39 β 74.68 / 75.35 Β±0.51 / 76.10 ms β 70.11 / 70.75 Β±0.56 / 71.44 ms β +1.07x faster β β QQuery 40 β 24.10 / 24.60 Β±0.39 / 25.21 ms β 20.12 / 20.36 Β±0.36 / 21.07 ms β +1.21x faster β β QQuery 41 β 11.61 / 11.72 Β±0.08 / 11.85 ms β 12.17 / 12.28 Β±0.11 / 12.46 ms β no change β β QQuery 42 β 24.17 / 24.68 Β±0.68 / 26.02 ms β 24.09 / 25.37 Β±1.44 / 28.05 ms β no change β β QQuery 43 β 4.87 / 5.04 Β±0.17 / 5.36 ms β 4.44 / 4.59 Β±0.24 / 5.07 ms β +1.10x faster β β QQuery 44 β 8.98 / 9.10 Β±0.10 / 9.23 ms β 8.71 / 8.89 Β±0.13 / 9.10 ms β no change β β QQuery 45 β 38.79 / 40.79 Β±2.38 / 44.52 ms β 25.85 / 26.91 Β±1.38 / 29.63 ms β +1.52x faster β β QQuery 46 β 12.37 / 12.91 Β±0.42 / 13.61 ms β 12.44 / 12.79 Β±0.27 / 13.25 ms β no change β β QQuery 47 β 237.23 / 241.49 Β±5.54 / 251.57 ms β 221.93 / 224.86 Β±2.01 / 227.58 ms β +1.07x faster β β QQuery 48 β 95.97 / 96.63 Β±0.43 / 97.34 ms β 127.55 / 130.80 Β±3.26 / 136.88 ms β 1.35x slower β β QQuery 49 β 72.03 / 74.61 Β±2.21 / 77.13 ms β 87.61 / 88.87 Β±1.91 / 92.63 ms β 1.19x slower β β QQuery 50 β 58.68 / 59.31 Β±0.70 / 60.60 ms β 69.58 / 70.75 Β±0.65 / 71.53 ms β 1.19x slower β β QQuery 51 β 93.59 / 96.06 Β±3.53 / 102.85 ms β 102.14 / 105.69 Β±3.74 / 112.76 ms β 1.10x slower β β QQuery 52 β 24.59 / 25.18 Β±0.44 / 25.68 ms β 24.18 / 24.55 Β±0.54 / 25.62 ms β no change β β QQuery 53 β 29.16 / 29.74 Β±0.31 / 30.00 ms β 30.55 / 30.68 Β±0.11 / 30.85 ms β no change β β QQuery 54 β 54.39 / 55.96 Β±1.29 / 58.19 ms β 28.52 / 29.06 Β±0.46 / 29.79 ms β +1.93x faster β β QQuery 55 β 24.01 / 24.31 Β±0.26 / 24.77 ms β 23.72 / 25.11 Β±1.75 / 28.38 ms β no change β β QQuery 56 β 39.02 / 39.95 Β±0.75 / 41.28 ms β 35.06 / 35.40 Β±0.36 / 36.04 ms β +1.13x faster β β QQuery 57 β 171.46 / 174.10 Β±3.29 / 180.50 ms β 133.86 / 136.00 Β±2.28 / 139.98 ms β +1.28x faster β β QQuery 58 β 110.44 / 112.49 Β±2.54 / 117.36 ms β 71.59 / 74.38 Β±3.02 / 79.99 ms β +1.51x faster β β QQuery 59 β 116.12 / 116.86 Β±0.61 / 117.69 ms β 80.11 / 80.55 Β±0.31 / 81.06 ms β +1.45x faster β β QQuery 60 β 39.70 / 41.01 Β±1.36 / 43.63 ms β 38.71 / 39.19 Β±0.27 / 39.48 ms β no change β β QQuery 61 β 11.88 / 12.06 Β±0.10 / 12.14 ms β 11.41 / 11.48 Β±0.07 / 11.57 ms β no change β β QQuery 62 β 44.66 / 45.57 Β±0.65 / 46.65 ms β 38.47 / 41.79 Β±4.49 / 50.42 ms β +1.09x faster β β QQuery 63 β 29.66 / 30.18 Β±0.61 / 31.37 ms β 30.74 / 31.14 Β±0.29 / 31.64 ms β no change β β QQuery 64 β 363.68 / 369.84 Β±3.74 / 374.67 ms β 287.99 / 293.07 Β±4.09 / 297.32 ms β +1.26x faster β β QQuery 65 β 131.08 / 133.28 Β±2.19 / 136.61 ms β 89.38 / 92.78 Β±3.68 / 99.15 ms β +1.44x faster β β QQuery 66 β 78.29 / 80.61 Β±2.15 / 84.20 ms β 65.51 / 67.12 Β±2.79 / 72.68 ms β +1.20x faster β β QQuery 67 β 256.69 / 267.33 Β±8.50 / 277.62 ms β 263.57 / 270.88 Β±6.10 / 277.79 ms β no change β β QQuery 68 β 12.09 / 12.25 Β±0.09 / 12.34 ms β 12.27 / 12.36 Β±0.10 / 12.50 ms β no change β β QQuery 69 β 55.65 / 59.06 Β±4.65 / 67.87 ms β 70.73 / 79.05 Β±12.40 / 103.02 ms β 1.34x slower β β QQuery 70 β 104.06 / 107.44 Β±3.30 / 113.34 ms β 115.73 / 117.09 Β±1.29 / 118.83 ms β 1.09x slower β β QQuery 71 β 35.19 / 35.43 Β±0.22 / 35.81 ms β 32.88 / 35.43 Β±3.97 / 43.34 ms β no change β β QQuery 72 β 1753.70 / 1841.41 Β±55.94 / 1914.52 ms β 108.56 / 111.99 Β±3.03 / 117.34 ms β +16.44x faster β β QQuery 73 β 10.14 / 11.71 Β±1.59 / 14.58 ms β 10.41 / 10.62 Β±0.23 / 11.03 ms β +1.10x faster β β QQuery 74 β 162.61 / 167.20 Β±3.13 / 172.24 ms β 137.99 / 142.43 Β±6.08 / 154.27 ms β +1.17x faster β β QQuery 75 β 140.90 / 142.45 Β±0.87 / 143.16 ms β 157.78 / 160.86 Β±2.53 / 164.38 ms β 1.13x slower β β QQuery 76 β 34.37 / 34.74 Β±0.41 / 35.49 ms β 40.81 / 41.84 Β±1.07 / 43.84 ms β 1.20x slower β β QQuery 77 β 60.70 / 63.08 Β±4.26 / 71.59 ms β 62.40 / 62.67 Β±0.16 / 62.86 ms β no change β β QQuery 78 β 162.37 / 168.11 Β±5.89 / 179.22 ms β 119.33 / 122.77 Β±4.13 / 130.34 ms β +1.37x faster β β QQuery 79 β 67.67 / 70.82 Β±3.57 / 76.32 ms β 67.78 / 68.63 Β±0.59 / 69.61 ms β no change β β QQuery 80 β 95.52 / 97.71 Β±1.22 / 98.88 ms β 76.10 / 79.83 Β±7.10 / 94.02 ms β +1.22x faster β β QQuery 81 β 26.19 / 26.42 Β±0.20 / 26.80 ms β 27.74 / 28.21 Β±0.36 / 28.75 ms β 1.07x slower β β QQuery 82 β 16.68 / 16.96 Β±0.31 / 17.54 ms β 31.73 / 32.90 Β±1.97 / 36.83 ms β 1.94x slower β β QQuery 83 β 34.30 / 38.38 Β±4.93 / 45.83 ms β 29.71 / 30.34 Β±0.41 / 30.79 ms β +1.27x faster β β QQuery 84 β 29.92 / 30.73 Β±0.60 / 31.55 ms β 30.86 / 30.93 Β±0.08 / 31.08 ms β no change β β QQuery 85 β 104.02 / 105.12 Β±0.88 / 106.55 ms β 127.39 / 133.59 Β±6.46 / 143.29 ms β 1.27x slower β β QQuery 86 β 25.67 / 25.87 Β±0.16 / 26.11 ms β 30.28 / 30.42 Β±0.16 / 30.73 ms β 1.18x slower β β QQuery 87 β 63.31 / 65.53 Β±1.60 / 68.28 ms β 79.04 / 79.99 Β±0.84 / 81.06 ms β 1.22x slower β β QQuery 88 β 61.39 / 61.97 Β±0.46 / 62.64 ms β 65.23 / 71.44 Β±4.08 / 77.05 ms β 1.15x slower β β QQuery 89 β 35.26 / 36.07 Β±0.68 / 37.15 ms β 42.99 / 46.04 Β±4.90 / 55.80 ms β 1.28x slower β β QQuery 90 β 16.95 / 17.15 Β±0.13 / 17.34 ms β 18.68 / 18.85 Β±0.09 / 18.95 ms β 1.10x slower β β QQuery 91 β 44.57 / 46.46 Β±2.26 / 50.40 ms β 46.48 / 47.74 Β±1.49 / 50.59 ms β no change β β QQuery 92 β 30.67 / 31.11 Β±0.39 / 31.81 ms β 30.16 / 30.93 Β±0.56 / 31.52 ms β no change β β QQuery 93 β 49.27 / 50.10 Β±0.93 / 51.69 ms β 49.75 / 52.43 Β±4.89 / 62.20 ms β no change β β QQuery 94 β 38.51 / 39.43 Β±0.59 / 40.07 ms β 36.38 / 37.64 Β±1.51 / 40.58 ms β no change β β QQuery 95 β 80.91 / 82.74 Β±1.90 / 85.14 ms β 55.04 / 56.02 Β±0.77 / 57.21 ms β +1.48x faster β β QQuery 96 β 23.90 / 24.18 Β±0.17 / 24.40 ms β 26.50 / 26.71 Β±0.14 / 26.87 ms β 1.10x slower β β QQuery 97 β 51.76 / 53.00 Β±1.02 / 53.96 ms β 54.32 / 55.61 Β±1.03 / 57.41 ms β no change β β QQuery 98 β 43.07 / 43.71 Β±0.48 / 44.22 ms β 39.00 / 42.08 Β±3.73 / 48.94 ms β no change β β QQuery 99 β 65.79 / 66.17 Β±0.24 / 66.43 ms β 53.73 / 53.99 Β±0.24 / 54.40 ms β +1.23x faster β βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9357.33ms β β Total Time (optional-filters-final) β 7340.81ms β β Average Time (HEAD) β 94.52ms β β Average Time (optional-filters-final) β 74.15ms β β Queries Faster β 35 β β Queries Slower β 31 β β Queries with No Change β 33 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 | 1.6 GiB | | CPU user | 202.0s | | CPU sys | 6.2s | | Peak spill | 0 B | **tpcds β branch** | Metric | Value | |--------|-------| | Wall time | 40.0s | | Peak memory | 1.5 GiB | | Avg memory | 1.0 GiB | | CPU user | 104.5s | | 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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