adriangbot commented on PR #25752: URL: https://github.com/apache/datafusion/pull/25752#issuecomment-5852427966
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25752#issuecomment-5852369774) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing optional-filters-final (8a66fd060ad872cb629d48105a5851491caa8245) to acf5c89 (merge-base) [diff](https://github.com/apache/datafusion/compare/acf5c89e6454469c763c0fb5539e5a294d3439ed..8a66fd060ad872cb629d48105a5851491caa8245) <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 5.99 ms β 5.49 ms β +1.09x faster β β QQuery 2 β 82.05 ms β 45.06 ms β +1.82x faster β β QQuery 3 β 29.92 ms β 25.62 ms β +1.17x faster β β QQuery 4 β 504.74 ms β 443.82 ms β +1.14x faster β β QQuery 5 β 52.03 ms β 51.19 ms β no change β β QQuery 6 β 37.19 ms β 32.23 ms β +1.15x faster β β QQuery 7 β 75.56 ms β 74.97 ms β no change β β QQuery 8 β 37.11 ms β 13.19 ms β +2.81x faster β β QQuery 9 β 53.31 ms β 54.21 ms β no change β β QQuery 10 β 62.81 ms β 65.03 ms β no change β β QQuery 11 β 315.00 ms β 266.88 ms β +1.18x faster β β QQuery 12 β 30.82 ms β 21.09 ms β +1.46x faster β β QQuery 13 β 121.85 ms β 118.79 ms β no change β β QQuery 14 β 413.97 ms β 375.73 ms β +1.10x faster β β QQuery 15 β 60.10 ms β 24.85 ms β +2.42x faster β β QQuery 16 β 7.06 ms β 6.88 ms β no change β β QQuery 17 β 81.08 ms β 72.81 ms β +1.11x faster β β QQuery 18 β 110.31 ms β 107.96 ms β no change β β QQuery 19 β 43.30 ms β 45.80 ms β 1.06x slower β β QQuery 20 β 38.58 ms β 26.25 ms β +1.47x faster β β QQuery 21 β 18.11 ms β 15.89 ms β +1.14x faster β β QQuery 22 β 73.19 ms β 63.80 ms β +1.15x faster β β QQuery 23 β 358.14 ms β 294.37 ms β +1.22x faster β β QQuery 24 β 217.81 ms β 162.66 ms β +1.34x faster β β QQuery 25 β 114.05 ms β 90.74 ms β +1.26x faster β β QQuery 26 β 50.20 ms β 47.46 ms β +1.06x faster β β QQuery 27 β 6.60 ms β 6.16 ms β +1.07x faster β β QQuery 28 β 61.14 ms β 56.79 ms β +1.08x faster β β QQuery 29 β 96.81 ms β 87.67 ms β +1.10x faster β β QQuery 30 β 34.94 ms β 34.93 ms β no change β β QQuery 31 β 113.62 ms β 123.12 ms β 1.08x slower β β QQuery 32 β 21.76 ms β 21.79 ms β no change β β QQuery 33 β 38.82 ms β 42.93 ms β 1.11x slower β β QQuery 34 β 10.63 ms β 11.46 ms β 1.08x slower β β QQuery 35 β 77.16 ms β 80.07 ms β no change β β QQuery 36 β 6.43 ms β 6.74 ms β no change β β QQuery 37 β 7.49 ms β 7.55 ms β no change β β QQuery 38 β 65.80 ms β 67.73 ms β no change β β QQuery 39 β 77.91 ms β 77.58 ms β no change β β QQuery 40 β 24.90 ms β 19.65 ms β +1.27x faster β β QQuery 41 β 12.02 ms β 12.08 ms β no change β β QQuery 42 β 24.51 ms β 27.53 ms β 1.12x slower β β QQuery 43 β 5.33 ms β 5.14 ms β no change β β QQuery 44 β 9.35 ms β 9.39 ms β no change β β QQuery 45 β 42.72 ms β 36.45 ms β +1.17x faster β β QQuery 46 β 12.94 ms β 13.26 ms β no change β β QQuery 47 β 248.47 ms β 245.93 ms β no change β β QQuery 48 β 97.73 ms β 94.35 ms β no change β β QQuery 49 β 72.19 ms β 72.29 ms β no change β β QQuery 50 β 60.07 ms β 60.84 ms β no change β β QQuery 51 β 94.84 ms β 94.90 ms β no change β β QQuery 52 β 25.12 ms β 27.70 ms β 1.10x slower β β QQuery 53 β 30.16 ms β 31.67 ms β 1.05x slower β β QQuery 54 β 55.94 ms β 30.85 ms β +1.81x faster β β QQuery 55 β 24.69 ms β 26.54 ms β 1.08x slower β β QQuery 56 β 40.37 ms β 42.07 ms β no change β β QQuery 57 β 182.80 ms β 170.25 ms β +1.07x faster β β QQuery 58 β 116.54 ms β 63.10 ms β +1.85x faster β β QQuery 59 β 120.74 ms β 67.68 ms β +1.78x faster β β QQuery 60 β 42.42 ms β 43.52 ms β no change β β QQuery 61 β 12.73 ms β 12.86 ms β no change β β QQuery 62 β 46.37 ms β 42.82 ms β +1.08x faster β β QQuery 63 β 31.04 ms β 32.28 ms β no change β β QQuery 64 β 376.31 ms β 297.66 ms β +1.26x faster β β QQuery 65 β 138.26 ms β 76.43 ms β +1.81x faster β β QQuery 66 β 81.30 ms β 64.72 ms β +1.26x faster β β QQuery 67 β 270.70 ms β 266.67 ms β no change β β QQuery 68 β 12.46 ms β 13.25 ms β 1.06x slower β β QQuery 69 β 57.76 ms β 63.49 ms β 1.10x slower β β QQuery 70 β 105.95 ms β 109.22 ms β no change β β QQuery 71 β 36.54 ms β 39.20 ms β 1.07x slower β β QQuery 72 β 1771.47 ms β 96.69 ms β +18.32x faster β β QQuery 73 β 9.95 ms β 11.25 ms β 1.13x slower β β QQuery 74 β 162.28 ms β 177.55 ms β 1.09x slower β β QQuery 75 β 141.75 ms β 140.84 ms β no change β β QQuery 76 β 34.83 ms β 37.32 ms β 1.07x slower β β QQuery 77 β 61.99 ms β 66.76 ms β 1.08x slower β β QQuery 78 β 168.97 ms β 167.24 ms β no change β β QQuery 79 β 68.30 ms β 73.09 ms β 1.07x slower β β QQuery 80 β 98.96 ms β 83.72 ms β +1.18x faster β β QQuery 81 β 27.05 ms β 28.92 ms β 1.07x slower β β QQuery 82 β 17.29 ms β 17.20 ms β no change β β QQuery 83 β 35.03 ms β 31.17 ms β +1.12x faster β β QQuery 84 β 30.40 ms β 31.72 ms β no change β β QQuery 85 β 106.01 ms β 88.56 ms β +1.20x faster β β QQuery 86 β 26.00 ms β 27.76 ms β 1.07x slower β β QQuery 87 β 63.53 ms β 67.39 ms β 1.06x slower β β QQuery 88 β 61.20 ms β 64.14 ms β no change β β QQuery 89 β 35.52 ms β 37.70 ms β 1.06x slower β β QQuery 90 β 17.04 ms β 18.25 ms β 1.07x slower β β QQuery 91 β 44.55 ms β 39.35 ms β +1.13x faster β β QQuery 92 β 30.00 ms β 32.24 ms β 1.07x slower β β QQuery 93 β 50.38 ms β 49.73 ms β no change β β QQuery 94 β 38.09 ms β 40.64 ms β 1.07x slower β β QQuery 95 β 79.55 ms β 59.57 ms β +1.34x faster β β QQuery 96 β 23.60 ms β 23.50 ms β no change β β QQuery 97 β 51.14 ms β 52.80 ms β no change β β QQuery 98 β 43.19 ms β 31.25 ms β +1.38x faster β β QQuery 99 β 65.68 ms β 63.72 ms β no change β βββββββββββββ΄βββββββββββββ΄βββββββββββββββββββββββββ΄βββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9490.37ms β β Total Time (optional-filters-final) β 7051.16ms β β Average Time (HEAD) β 95.86ms β β Average Time (optional-filters-final) β 71.22ms β β Queries Faster β 38 β β Queries Slower β 23 β β Queries with No Change β 38 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 5.99 / 6.58 Β±1.02 / 8.61 ms β 5.49 / 6.13 Β±1.03 / 8.19 ms β +1.07x faster β β QQuery 2 β 82.05 / 82.19 Β±0.09 / 82.32 ms β 45.06 / 45.51 Β±0.45 / 46.15 ms β +1.81x faster β β QQuery 3 β 29.92 / 30.19 Β±0.21 / 30.51 ms β 25.62 / 25.90 Β±0.22 / 26.24 ms β +1.17x faster β β QQuery 4 β 504.74 / 511.21 Β±3.79 / 515.79 ms β 443.82 / 471.48 Β±22.53 / 493.20 ms β +1.08x faster β β QQuery 5 β 52.03 / 53.25 Β±0.83 / 54.29 ms β 51.19 / 53.49 Β±2.79 / 58.95 ms β no change β β QQuery 6 β 37.19 / 37.77 Β±0.50 / 38.47 ms β 32.23 / 32.83 Β±0.47 / 33.53 ms β +1.15x faster β β QQuery 7 β 75.56 / 76.04 Β±0.38 / 76.58 ms β 74.97 / 76.21 Β±1.33 / 78.80 ms β no change β β QQuery 8 β 37.11 / 39.06 Β±2.70 / 44.27 ms β 13.19 / 13.52 Β±0.26 / 13.77 ms β +2.89x faster β β QQuery 9 β 53.31 / 55.53 Β±2.94 / 61.31 ms β 54.21 / 55.29 Β±0.86 / 56.66 ms β no change β β QQuery 10 β 62.81 / 63.17 Β±0.28 / 63.63 ms β 65.03 / 67.10 Β±2.22 / 71.41 ms β 1.06x slower β β QQuery 11 β 315.00 / 326.66 Β±7.27 / 332.51 ms β 266.88 / 276.06 Β±8.14 / 291.18 ms β +1.18x faster β β QQuery 12 β 30.82 / 31.58 Β±0.38 / 31.85 ms β 21.09 / 21.30 Β±0.23 / 21.65 ms β +1.48x faster β β QQuery 13 β 121.85 / 124.89 Β±2.14 / 127.90 ms β 118.79 / 119.86 Β±0.61 / 120.36 ms β no change β β QQuery 14 β 413.97 / 417.90 Β±3.00 / 422.10 ms β 375.73 / 379.01 Β±4.05 / 386.53 ms β +1.10x faster β β QQuery 15 β 60.10 / 60.97 Β±0.55 / 61.58 ms β 24.85 / 26.26 Β±2.29 / 30.78 ms β +2.32x faster β β QQuery 16 β 7.06 / 7.20 Β±0.13 / 7.35 ms β 6.88 / 7.08 Β±0.27 / 7.62 ms β no change β β QQuery 17 β 81.08 / 83.04 Β±2.09 / 87.01 ms β 72.81 / 73.35 Β±0.46 / 74.11 ms β +1.13x faster β β QQuery 18 β 110.31 / 111.09 Β±0.62 / 112.13 ms β 107.96 / 109.65 Β±1.00 / 111.03 ms β no change β β QQuery 19 β 43.30 / 43.98 Β±0.48 / 44.79 ms β 45.80 / 48.08 Β±1.89 / 51.39 ms β 1.09x slower β β QQuery 20 β 38.58 / 40.76 Β±2.42 / 45.42 ms β 26.25 / 26.64 Β±0.21 / 26.86 ms β +1.53x faster β β QQuery 21 β 18.11 / 18.86 Β±0.92 / 20.66 ms β 15.89 / 16.15 Β±0.22 / 16.52 ms β +1.17x faster β β QQuery 22 β 73.19 / 73.99 Β±0.63 / 74.82 ms β 63.80 / 64.79 Β±0.51 / 65.18 ms β +1.14x faster β β QQuery 23 β 358.14 / 364.85 Β±6.13 / 375.07 ms β 294.37 / 296.87 Β±2.98 / 302.01 ms β +1.23x faster β β QQuery 24 β 217.81 / 221.95 Β±4.50 / 229.68 ms β 162.66 / 164.79 Β±3.59 / 171.94 ms β +1.35x faster β β QQuery 25 β 114.05 / 116.84 Β±4.68 / 126.17 ms β 90.74 / 91.95 Β±0.91 / 93.21 ms β +1.27x faster β β QQuery 26 β 50.20 / 50.75 Β±0.65 / 51.95 ms β 47.46 / 48.17 Β±0.74 / 49.53 ms β +1.05x faster β β QQuery 27 β 6.60 / 6.81 Β±0.24 / 7.26 ms β 6.16 / 6.41 Β±0.24 / 6.86 ms β +1.06x faster β β QQuery 28 β 61.14 / 62.19 Β±0.75 / 63.17 ms β 56.79 / 59.05 Β±3.07 / 65.10 ms β +1.05x faster β β QQuery 29 β 96.81 / 98.83 Β±2.06 / 101.82 ms β 87.67 / 89.50 Β±1.48 / 91.40 ms β +1.10x faster β β QQuery 30 β 34.94 / 36.33 Β±1.34 / 38.67 ms β 34.93 / 35.44 Β±0.72 / 36.84 ms β no change β β QQuery 31 β 113.62 / 114.00 Β±0.41 / 114.79 ms β 123.12 / 125.95 Β±2.74 / 131.12 ms β 1.10x slower β β QQuery 32 β 21.76 / 24.43 Β±3.55 / 31.42 ms β 21.79 / 21.98 Β±0.17 / 22.27 ms β +1.11x faster β β QQuery 33 β 38.82 / 39.74 Β±0.77 / 41.02 ms β 42.93 / 43.46 Β±0.41 / 44.09 ms β 1.09x slower β β QQuery 34 β 10.63 / 10.99 Β±0.29 / 11.36 ms β 11.46 / 12.16 Β±0.64 / 13.28 ms β 1.11x slower β β QQuery 35 β 77.16 / 77.75 Β±0.52 / 78.69 ms β 80.07 / 81.08 Β±0.75 / 82.25 ms β no change β β QQuery 36 β 6.43 / 6.53 Β±0.08 / 6.66 ms β 6.74 / 7.00 Β±0.25 / 7.48 ms β 1.07x slower β β QQuery 37 β 7.49 / 7.63 Β±0.20 / 8.03 ms β 7.55 / 7.77 Β±0.21 / 8.16 ms β no change β β QQuery 38 β 65.80 / 66.72 Β±0.73 / 67.94 ms β 67.73 / 69.39 Β±1.17 / 71.20 ms β no change β β QQuery 39 β 77.91 / 79.20 Β±1.76 / 82.60 ms β 77.58 / 77.86 Β±0.32 / 78.41 ms β no change β β QQuery 40 β 24.90 / 25.40 Β±0.30 / 25.83 ms β 19.65 / 20.72 Β±1.86 / 24.41 ms β +1.23x faster β β QQuery 41 β 12.02 / 12.17 Β±0.11 / 12.30 ms β 12.08 / 12.16 Β±0.05 / 12.22 ms β no change β β QQuery 42 β 24.51 / 24.90 Β±0.54 / 25.94 ms β 27.53 / 28.28 Β±0.56 / 29.03 ms β 1.14x slower β β QQuery 43 β 5.33 / 5.37 Β±0.04 / 5.45 ms β 5.14 / 5.27 Β±0.09 / 5.42 ms β no change β β QQuery 44 β 9.35 / 9.61 Β±0.16 / 9.83 ms β 9.39 / 9.53 Β±0.11 / 9.71 ms β no change β β QQuery 45 β 42.72 / 45.25 Β±2.90 / 50.86 ms β 36.45 / 37.59 Β±0.89 / 38.53 ms β +1.20x faster β β QQuery 46 β 12.94 / 13.42 Β±0.38 / 14.05 ms β 13.26 / 13.48 Β±0.23 / 13.90 ms β no change β β QQuery 47 β 248.47 / 252.78 Β±4.65 / 260.59 ms β 245.93 / 250.78 Β±3.94 / 255.55 ms β no change β β QQuery 48 β 97.73 / 98.11 Β±0.26 / 98.48 ms β 94.35 / 96.57 Β±2.46 / 101.15 ms β no change β β QQuery 49 β 72.19 / 75.21 Β±4.92 / 85.04 ms β 72.29 / 73.33 Β±1.46 / 76.19 ms β no change β β QQuery 50 β 60.07 / 60.58 Β±0.45 / 61.40 ms β 60.84 / 61.80 Β±0.80 / 62.96 ms β no change β β QQuery 51 β 94.84 / 99.30 Β±4.84 / 108.15 ms β 94.90 / 98.59 Β±2.69 / 103.13 ms β no change β β QQuery 52 β 25.12 / 25.45 Β±0.25 / 25.77 ms β 27.70 / 28.02 Β±0.29 / 28.51 ms β 1.10x slower β β QQuery 53 β 30.16 / 30.46 Β±0.24 / 30.79 ms β 31.67 / 32.47 Β±1.13 / 34.71 ms β 1.07x slower β β QQuery 54 β 55.94 / 56.62 Β±0.42 / 57.14 ms β 30.85 / 31.84 Β±0.93 / 33.36 ms β +1.78x faster β β QQuery 55 β 24.69 / 24.97 Β±0.17 / 25.14 ms β 26.54 / 28.25 Β±3.24 / 34.73 ms β 1.13x slower β β QQuery 56 β 40.37 / 40.90 Β±0.35 / 41.42 ms β 42.07 / 42.82 Β±0.63 / 43.73 ms β no change β β QQuery 57 β 182.80 / 186.68 Β±3.67 / 193.58 ms β 170.25 / 172.87 Β±2.82 / 178.29 ms β +1.08x faster β β QQuery 58 β 116.54 / 119.38 Β±2.23 / 123.21 ms β 63.10 / 63.99 Β±0.59 / 64.71 ms β +1.87x faster β β QQuery 59 β 120.74 / 121.18 Β±0.29 / 121.57 ms β 67.68 / 68.35 Β±0.59 / 69.34 ms β +1.77x faster β β QQuery 60 β 42.42 / 43.16 Β±0.57 / 43.95 ms β 43.52 / 44.17 Β±0.46 / 44.73 ms β no change β β QQuery 61 β 12.73 / 13.16 Β±0.26 / 13.56 ms β 12.86 / 13.65 Β±1.38 / 16.41 ms β no change β β QQuery 62 β 46.37 / 47.40 Β±0.62 / 48.10 ms β 42.82 / 44.72 Β±1.00 / 45.60 ms β +1.06x faster β β QQuery 63 β 31.04 / 31.21 Β±0.16 / 31.43 ms β 32.28 / 32.71 Β±0.43 / 33.53 ms β no change β β QQuery 64 β 376.31 / 385.12 Β±6.45 / 396.14 ms β 297.66 / 300.05 Β±2.27 / 304.20 ms β +1.28x faster β β QQuery 65 β 138.26 / 141.41 Β±4.23 / 149.77 ms β 76.43 / 79.58 Β±2.75 / 84.34 ms β +1.78x faster β β QQuery 66 β 81.30 / 82.27 Β±0.51 / 82.74 ms β 64.72 / 65.49 Β±0.54 / 66.30 ms β +1.26x faster β β QQuery 67 β 270.70 / 277.99 Β±5.81 / 287.38 ms β 266.67 / 271.97 Β±4.88 / 278.81 ms β no change β β QQuery 68 β 12.46 / 12.78 Β±0.24 / 13.18 ms β 13.25 / 13.91 Β±0.63 / 14.94 ms β 1.09x slower β β QQuery 69 β 57.76 / 58.20 Β±0.32 / 58.69 ms β 63.49 / 63.85 Β±0.30 / 64.40 ms β 1.10x slower β β QQuery 70 β 105.95 / 112.85 Β±6.78 / 121.54 ms β 109.22 / 111.26 Β±1.65 / 113.88 ms β no change β β QQuery 71 β 36.54 / 37.86 Β±0.93 / 39.16 ms β 39.20 / 43.03 Β±5.20 / 53.28 ms β 1.14x slower β β QQuery 72 β 1771.47 / 1877.55 Β±96.20 / 2015.07 ms β 96.69 / 102.86 Β±5.46 / 110.62 ms β +18.25x faster β β QQuery 73 β 9.95 / 10.15 Β±0.19 / 10.43 ms β 11.25 / 12.07 Β±0.76 / 13.50 ms β 1.19x slower β β QQuery 74 β 162.28 / 165.19 Β±2.03 / 168.37 ms β 177.55 / 191.36 Β±8.04 / 202.62 ms β 1.16x slower β β QQuery 75 β 141.75 / 143.10 Β±0.94 / 144.06 ms β 140.84 / 149.35 Β±5.27 / 157.43 ms β no change β β QQuery 76 β 34.83 / 35.46 Β±0.53 / 36.20 ms β 37.32 / 37.48 Β±0.16 / 37.73 ms β 1.06x slower β β QQuery 77 β 61.99 / 62.33 Β±0.35 / 62.76 ms β 66.76 / 67.70 Β±0.81 / 69.09 ms β 1.09x slower β β QQuery 78 β 168.97 / 174.51 Β±4.35 / 180.58 ms β 167.24 / 172.32 Β±5.37 / 182.61 ms β no change β β QQuery 79 β 68.30 / 68.63 Β±0.21 / 68.91 ms β 73.09 / 74.66 Β±1.23 / 76.79 ms β 1.09x slower β β QQuery 80 β 98.96 / 101.36 Β±1.97 / 104.89 ms β 83.72 / 84.80 Β±1.27 / 86.98 ms β +1.20x faster β β QQuery 81 β 27.05 / 27.41 Β±0.27 / 27.82 ms β 28.92 / 29.44 Β±0.34 / 29.82 ms β 1.07x slower β β QQuery 82 β 17.29 / 17.47 Β±0.13 / 17.63 ms β 17.20 / 17.61 Β±0.24 / 17.92 ms β no change β β QQuery 83 β 35.03 / 35.35 Β±0.34 / 35.83 ms β 31.17 / 31.64 Β±0.37 / 32.19 ms β +1.12x faster β β QQuery 84 β 30.40 / 31.66 Β±2.22 / 36.08 ms β 31.72 / 33.60 Β±2.53 / 38.61 ms β 1.06x slower β β QQuery 85 β 106.01 / 107.81 Β±1.21 / 109.02 ms β 88.56 / 90.33 Β±1.33 / 91.90 ms β +1.19x faster β β QQuery 86 β 26.00 / 26.22 Β±0.22 / 26.56 ms β 27.76 / 28.30 Β±0.66 / 29.50 ms β 1.08x slower β β QQuery 87 β 63.53 / 65.54 Β±2.13 / 69.64 ms β 67.39 / 69.36 Β±1.67 / 72.46 ms β 1.06x slower β β QQuery 88 β 61.20 / 62.46 Β±1.13 / 64.01 ms β 64.14 / 64.82 Β±0.58 / 65.81 ms β no change β β QQuery 89 β 35.52 / 35.86 Β±0.25 / 36.30 ms β 37.70 / 37.99 Β±0.28 / 38.35 ms β 1.06x slower β β QQuery 90 β 17.04 / 17.32 Β±0.22 / 17.59 ms β 18.25 / 18.68 Β±0.62 / 19.90 ms β 1.08x slower β β QQuery 91 β 44.55 / 45.14 Β±0.39 / 45.69 ms β 39.35 / 41.53 Β±2.16 / 44.25 ms β +1.09x faster β β QQuery 92 β 30.00 / 30.56 Β±0.42 / 30.99 ms β 32.24 / 34.99 Β±3.30 / 41.46 ms β 1.15x slower β β QQuery 93 β 50.38 / 52.90 Β±2.20 / 56.66 ms β 49.73 / 50.59 Β±0.50 / 51.28 ms β no change β β QQuery 94 β 38.09 / 39.49 Β±1.07 / 41.04 ms β 40.64 / 41.51 Β±0.45 / 41.87 ms β 1.05x slower β β QQuery 95 β 79.55 / 80.25 Β±0.45 / 80.92 ms β 59.57 / 60.90 Β±0.85 / 62.06 ms β +1.32x faster β β QQuery 96 β 23.60 / 23.94 Β±0.32 / 24.40 ms β 23.50 / 24.97 Β±1.13 / 26.01 ms β no change β β QQuery 97 β 51.14 / 53.54 Β±2.94 / 59.21 ms β 52.80 / 54.74 Β±2.14 / 58.71 ms β no change β β QQuery 98 β 43.19 / 43.68 Β±0.54 / 44.73 ms β 31.25 / 33.71 Β±3.39 / 40.42 ms β +1.30x faster β β QQuery 99 β 65.68 / 66.88 Β±0.61 / 67.35 ms β 63.72 / 65.49 Β±1.33 / 67.27 ms β no change β βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9754.31ms β β Total Time (optional-filters-final) β 7238.45ms β β Average Time (HEAD) β 98.53ms β β Average Time (optional-filters-final) β 73.12ms β β Queries Faster β 39 β β Queries Slower β 26 β β Queries with No Change β 34 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 | 1.6 GiB | | CPU user | 212.6s | | CPU sys | 6.4s | | Peak spill | 0 B | **tpcds β branch** | Metric | Value | |--------|-------| | Wall time | 40.0s | | Peak memory | 2.2 GiB | | Avg memory | 1.4 GiB | | CPU user | 102.1s | | CPU sys | 5.4s | | 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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