adriangbot commented on PR #25050: URL: https://github.com/apache/datafusion/pull/25050#issuecomment-5604609726
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25050#issuecomment-5604402031) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing first-last-preordered-fastpath (184bb569c3ba5fbb7117097a18e34ff8685295f0) to a5c809f (merge-base) [diff](https://github.com/apache/datafusion/compare/a5c809f98dedcf4b22f5d317ea8efe0720834925..184bb569c3ba5fbb7117097a18e34ff8685295f0) <details><summary>Run configuration</summary> ```yaml run benchmark tpcds ``` </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 first-last-preordered-fastpath -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³βββββββββββββ³βββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β first-last-preordered-fastpath β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.82 ms β 5.78 ms β no change β β QQuery 2 β 80.03 ms β 80.22 ms β no change β β QQuery 3 β 28.59 ms β 28.59 ms β no change β β QQuery 4 β 475.69 ms β 473.02 ms β no change β β QQuery 5 β 51.89 ms β 51.72 ms β no change β β QQuery 6 β 35.57 ms β 35.95 ms β no change β β QQuery 7 β 74.84 ms β 74.47 ms β no change β β QQuery 8 β 36.56 ms β 36.22 ms β no change β β QQuery 9 β 53.82 ms β 52.98 ms β no change β β QQuery 10 β 63.22 ms β 62.80 ms β no change β β QQuery 11 β 290.79 ms β 289.26 ms β no change β β QQuery 12 β 28.39 ms β 28.58 ms β no change β β QQuery 13 β 116.87 ms β 117.38 ms β no change β β QQuery 14 β 415.30 ms β 415.04 ms β no change β β QQuery 15 β 56.04 ms β 56.55 ms β no change β β QQuery 16 β 6.88 ms β 6.91 ms β no change β β QQuery 17 β 78.63 ms β 79.08 ms β no change β β QQuery 18 β 103.23 ms β 103.42 ms β no change β β QQuery 19 β 40.66 ms β 41.15 ms β no change β β QQuery 20 β 34.70 ms β 35.26 ms β no change β β QQuery 21 β 17.15 ms β 17.28 ms β no change β β QQuery 22 β 62.96 ms β 68.40 ms β 1.09x slower β β QQuery 23 β 305.67 ms β 306.96 ms β no change β β QQuery 24 β 190.20 ms β 200.21 ms β 1.05x slower β β QQuery 25 β 108.90 ms β 109.54 ms β no change β β QQuery 26 β 48.82 ms β 48.67 ms β no change β β QQuery 27 β 6.17 ms β 6.02 ms β no change β β QQuery 28 β 60.12 ms β 56.75 ms β +1.06x faster β β QQuery 29 β 96.59 ms β 95.60 ms β no change β β QQuery 30 β 32.02 ms β 32.12 ms β no change β β QQuery 31 β 109.81 ms β 110.28 ms β no change β β QQuery 32 β 20.61 ms β 20.23 ms β no change β β QQuery 33 β 37.65 ms β 37.47 ms β no change β β QQuery 34 β 10.07 ms β 9.99 ms β no change β β QQuery 35 β 72.64 ms β 72.09 ms β no change β β QQuery 36 β 6.05 ms β 5.76 ms β no change β β QQuery 37 β 7.30 ms β 6.77 ms β +1.08x faster β β QQuery 38 β 68.03 ms β 61.07 ms β +1.11x faster β β QQuery 39 β 101.75 ms β 89.04 ms β +1.14x faster β β QQuery 40 β 26.54 ms β 23.63 ms β +1.12x faster β β QQuery 41 β 12.40 ms β 11.22 ms β +1.11x faster β β QQuery 42 β 24.89 ms β 23.32 ms β +1.07x faster β β QQuery 43 β 6.20 ms β 5.36 ms β +1.16x faster β β QQuery 44 β 10.59 ms β 9.49 ms β +1.12x faster β β QQuery 45 β 48.80 ms β 37.88 ms β +1.29x faster β β QQuery 46 β 13.11 ms β 11.69 ms β +1.12x faster β β QQuery 47 β 277.73 ms β 221.33 ms β +1.25x faster β β QQuery 48 β 100.28 ms β 94.94 ms β +1.06x faster β β QQuery 49 β 75.23 ms β 70.46 ms β +1.07x faster β β QQuery 50 β 61.49 ms β 58.38 ms β +1.05x faster β β QQuery 51 β 98.09 ms β 92.46 ms β +1.06x faster β β QQuery 52 β 25.39 ms β 23.55 ms β +1.08x faster β β QQuery 53 β 30.37 ms β 28.56 ms β +1.06x faster β β QQuery 54 β 57.90 ms β 53.89 ms β +1.07x faster β β QQuery 55 β 24.74 ms β 23.04 ms β +1.07x faster β β QQuery 56 β 42.45 ms β 38.01 ms β +1.12x faster β β QQuery 57 β 189.62 ms β 173.20 ms β +1.09x faster β β QQuery 58 β 116.65 ms β 110.26 ms β +1.06x faster β β QQuery 59 β 117.74 ms β 117.22 ms β no change β β QQuery 60 β 39.36 ms β 39.19 ms β no change β β QQuery 61 β 12.53 ms β 12.30 ms β no change β β QQuery 62 β 45.88 ms β 45.64 ms β no change β β QQuery 63 β 28.95 ms β 28.79 ms β no change β β QQuery 64 β 359.19 ms β 364.03 ms β no change β β QQuery 65 β 121.80 ms β 127.64 ms β no change β β QQuery 66 β 81.75 ms β 87.25 ms β 1.07x slower β β QQuery 67 β 252.75 ms β 279.48 ms β 1.11x slower β β QQuery 68 β 12.07 ms β 13.16 ms β 1.09x slower β β QQuery 69 β 57.39 ms β 60.13 ms β no change β β QQuery 70 β 104.58 ms β 110.90 ms β 1.06x slower β β QQuery 71 β 35.16 ms β 37.57 ms β 1.07x slower β β QQuery 72 β 1866.54 ms β 1847.78 ms β no change β β QQuery 73 β 9.75 ms β 10.80 ms β 1.11x slower β β QQuery 74 β 165.79 ms β 168.48 ms β no change β β QQuery 75 β 144.78 ms β 146.32 ms β no change β β QQuery 76 β 34.85 ms β 34.72 ms β no change β β QQuery 77 β 61.17 ms β 60.94 ms β no change β β QQuery 78 β 216.87 ms β 219.11 ms β no change β β QQuery 79 β 65.68 ms β 70.92 ms β 1.08x slower β β QQuery 80 β 98.95 ms β 105.15 ms β 1.06x slower β β QQuery 81 β 25.59 ms β 28.40 ms β 1.11x slower β β QQuery 82 β 16.14 ms β 17.49 ms β 1.08x slower β β QQuery 83 β 33.67 ms β 36.43 ms β 1.08x slower β β QQuery 84 β 29.75 ms β 30.68 ms β no change β β QQuery 85 β 107.76 ms β 108.05 ms β no change β β QQuery 86 β 27.47 ms β 27.68 ms β no change β β QQuery 87 β 69.21 ms β 69.30 ms β no change β β QQuery 88 β 67.45 ms β 67.00 ms β no change β β QQuery 89 β 36.91 ms β 37.33 ms β no change β β QQuery 90 β 17.32 ms β 18.52 ms β 1.07x slower β β QQuery 91 β 44.56 ms β 48.00 ms β 1.08x slower β β QQuery 92 β 30.99 ms β 32.23 ms β no change β β QQuery 93 β 49.40 ms β 53.66 ms β 1.09x slower β β QQuery 94 β 37.40 ms β 41.23 ms β 1.10x slower β β QQuery 95 β 79.57 ms β 86.57 ms β 1.09x slower β β QQuery 96 β 23.60 ms β 25.21 ms β 1.07x slower β β QQuery 97 β 51.89 ms β 55.08 ms β 1.06x slower β β QQuery 98 β 41.79 ms β 46.75 ms β 1.12x slower β β QQuery 99 β 69.60 ms β 70.52 ms β no change β βββββββββββββ΄βββββββββββββ΄βββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9476.10ms β β Total Time (first-last-preordered-fastpath) β 9426.96ms β β Average Time (HEAD) β 95.72ms β β Average Time (first-last-preordered-fastpath) β 95.22ms β β Queries Faster β 23 β β Queries Slower β 21 β β Queries with No Change β 55 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and first-last-preordered-fastpath -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β first-last-preordered-fastpath β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.82 / 6.34 Β±0.94 / 8.23 ms β 5.78 / 6.30 Β±0.92 / 8.14 ms β no change β β QQuery 2 β 80.03 / 81.09 Β±1.21 / 83.34 ms β 80.22 / 80.91 Β±0.49 / 81.74 ms β no change β β QQuery 3 β 28.59 / 28.84 Β±0.28 / 29.23 ms β 28.59 / 28.77 Β±0.16 / 29.03 ms β no change β β QQuery 4 β 475.69 / 527.90 Β±39.90 / 567.36 ms β 473.02 / 477.59 Β±3.67 / 482.29 ms β +1.11x faster β β QQuery 5 β 51.89 / 52.27 Β±0.29 / 52.76 ms β 51.72 / 53.81 Β±2.84 / 59.35 ms β no change β β QQuery 6 β 35.57 / 36.22 Β±0.47 / 36.90 ms β 35.95 / 36.39 Β±0.32 / 36.94 ms β no change β β QQuery 7 β 74.84 / 75.96 Β±1.72 / 79.38 ms β 74.47 / 75.30 Β±0.57 / 76.08 ms β no change β β QQuery 8 β 36.56 / 37.23 Β±0.59 / 38.24 ms β 36.22 / 36.70 Β±0.52 / 37.65 ms β no change β β QQuery 9 β 53.82 / 54.81 Β±0.94 / 56.58 ms β 52.98 / 54.26 Β±1.22 / 56.21 ms β no change β β QQuery 10 β 63.22 / 64.07 Β±0.57 / 64.87 ms β 62.80 / 63.25 Β±0.31 / 63.65 ms β no change β β QQuery 11 β 290.79 / 296.09 Β±5.53 / 305.44 ms β 289.26 / 293.35 Β±2.29 / 296.18 ms β no change β β QQuery 12 β 28.39 / 28.84 Β±0.38 / 29.50 ms β 28.58 / 28.98 Β±0.24 / 29.32 ms β no change β β QQuery 13 β 116.87 / 117.58 Β±0.71 / 118.85 ms β 117.38 / 117.65 Β±0.29 / 118.16 ms β no change β β QQuery 14 β 415.30 / 418.93 Β±3.51 / 424.36 ms β 415.04 / 421.11 Β±4.48 / 426.57 ms β no change β β QQuery 15 β 56.04 / 57.02 Β±0.75 / 57.80 ms β 56.55 / 58.33 Β±2.49 / 63.24 ms β no change β β QQuery 16 β 6.88 / 7.07 Β±0.23 / 7.50 ms β 6.91 / 7.08 Β±0.21 / 7.49 ms β no change β β QQuery 17 β 78.63 / 78.88 Β±0.25 / 79.31 ms β 79.08 / 80.41 Β±1.16 / 82.40 ms β no change β β QQuery 18 β 103.23 / 105.61 Β±2.20 / 109.43 ms β 103.42 / 105.14 Β±1.97 / 108.93 ms β no change β β QQuery 19 β 40.66 / 40.84 Β±0.10 / 40.96 ms β 41.15 / 41.39 Β±0.21 / 41.68 ms β no change β β QQuery 20 β 34.70 / 34.98 Β±0.42 / 35.81 ms β 35.26 / 35.64 Β±0.39 / 36.26 ms β no change β β QQuery 21 β 17.15 / 17.31 Β±0.15 / 17.54 ms β 17.28 / 17.54 Β±0.27 / 18.04 ms β no change β β QQuery 22 β 62.96 / 63.11 Β±0.12 / 63.28 ms β 68.40 / 71.81 Β±2.65 / 76.57 ms β 1.14x slower β β QQuery 23 β 305.67 / 309.50 Β±3.57 / 315.97 ms β 306.96 / 342.08 Β±20.44 / 367.41 ms β 1.11x slower β β QQuery 24 β 190.20 / 192.67 Β±1.65 / 194.47 ms β 200.21 / 208.62 Β±6.28 / 215.47 ms β 1.08x slower β β QQuery 25 β 108.90 / 110.24 Β±1.11 / 112.20 ms β 109.54 / 111.55 Β±1.78 / 113.70 ms β no change β β QQuery 26 β 48.82 / 49.02 Β±0.18 / 49.30 ms β 48.67 / 49.17 Β±0.52 / 50.17 ms β no change β β QQuery 27 β 6.17 / 6.33 Β±0.22 / 6.76 ms β 6.02 / 6.25 Β±0.21 / 6.63 ms β no change β β QQuery 28 β 60.12 / 60.51 Β±0.54 / 61.53 ms β 56.75 / 60.18 Β±3.42 / 66.10 ms β no change β β QQuery 29 β 96.59 / 98.64 Β±1.79 / 101.56 ms β 95.60 / 96.99 Β±1.21 / 98.74 ms β no change β β QQuery 30 β 32.02 / 32.33 Β±0.20 / 32.62 ms β 32.12 / 32.22 Β±0.10 / 32.36 ms β no change β β QQuery 31 β 109.81 / 111.09 Β±1.75 / 114.51 ms β 110.28 / 112.92 Β±2.19 / 116.80 ms β no change β β QQuery 32 β 20.61 / 21.57 Β±1.16 / 23.81 ms β 20.23 / 20.61 Β±0.46 / 21.48 ms β no change β β QQuery 33 β 37.65 / 38.55 Β±0.65 / 39.64 ms β 37.47 / 37.88 Β±0.33 / 38.38 ms β no change β β QQuery 34 β 10.07 / 10.35 Β±0.19 / 10.60 ms β 9.99 / 10.17 Β±0.19 / 10.46 ms β no change β β QQuery 35 β 72.64 / 73.09 Β±0.38 / 73.73 ms β 72.09 / 72.70 Β±0.54 / 73.58 ms β no change β β QQuery 36 β 6.05 / 6.19 Β±0.23 / 6.65 ms β 5.76 / 5.89 Β±0.18 / 6.24 ms β no change β β QQuery 37 β 7.30 / 7.63 Β±0.17 / 7.76 ms β 6.77 / 6.90 Β±0.08 / 7.00 ms β +1.11x faster β β QQuery 38 β 68.03 / 70.16 Β±1.30 / 72.03 ms β 61.07 / 61.70 Β±0.59 / 62.79 ms β +1.14x faster β β QQuery 39 β 101.75 / 103.30 Β±1.35 / 105.45 ms β 89.04 / 89.42 Β±0.41 / 89.94 ms β +1.16x faster β β QQuery 40 β 26.54 / 27.23 Β±0.46 / 27.99 ms β 23.63 / 23.92 Β±0.22 / 24.20 ms β +1.14x faster β β QQuery 41 β 12.40 / 12.57 Β±0.14 / 12.76 ms β 11.22 / 12.44 Β±2.35 / 17.14 ms β no change β β QQuery 42 β 24.89 / 25.22 Β±0.20 / 25.48 ms β 23.32 / 23.94 Β±0.60 / 24.96 ms β +1.05x faster β β QQuery 43 β 6.20 / 7.36 Β±2.15 / 11.65 ms β 5.36 / 5.47 Β±0.16 / 5.79 ms β +1.34x faster β β QQuery 44 β 10.59 / 11.81 Β±1.97 / 15.73 ms β 9.49 / 9.59 Β±0.11 / 9.78 ms β +1.23x faster β β QQuery 45 β 48.80 / 49.91 Β±0.80 / 50.84 ms β 37.88 / 38.76 Β±0.70 / 39.82 ms β +1.29x faster β β QQuery 46 β 13.11 / 13.53 Β±0.28 / 13.94 ms β 11.69 / 12.06 Β±0.37 / 12.53 ms β +1.12x faster β β QQuery 47 β 277.73 / 281.33 Β±3.43 / 286.02 ms β 221.33 / 224.62 Β±2.93 / 229.68 ms β +1.25x faster β β QQuery 48 β 100.28 / 103.09 Β±3.72 / 110.45 ms β 94.94 / 97.23 Β±3.84 / 104.85 ms β +1.06x faster β β QQuery 49 β 75.23 / 76.42 Β±1.36 / 78.97 ms β 70.46 / 71.00 Β±0.38 / 71.56 ms β +1.08x faster β β QQuery 50 β 61.49 / 61.88 Β±0.41 / 62.53 ms β 58.38 / 58.72 Β±0.19 / 58.92 ms β +1.05x faster β β QQuery 51 β 98.09 / 100.70 Β±3.07 / 106.63 ms β 92.46 / 94.31 Β±1.95 / 97.72 ms β +1.07x faster β β QQuery 52 β 25.39 / 25.61 Β±0.17 / 25.87 ms β 23.55 / 23.74 Β±0.22 / 24.15 ms β +1.08x faster β β QQuery 53 β 30.37 / 30.54 Β±0.14 / 30.74 ms β 28.56 / 29.06 Β±0.62 / 30.28 ms β no change β β QQuery 54 β 57.90 / 61.58 Β±4.36 / 67.02 ms β 53.89 / 54.43 Β±0.45 / 55.15 ms β +1.13x faster β β QQuery 55 β 24.74 / 25.18 Β±0.36 / 25.72 ms β 23.04 / 23.23 Β±0.19 / 23.57 ms β +1.08x faster β β QQuery 56 β 42.45 / 42.96 Β±0.44 / 43.48 ms β 38.01 / 38.65 Β±0.57 / 39.66 ms β +1.11x faster β β QQuery 57 β 189.62 / 192.07 Β±1.51 / 194.17 ms β 173.20 / 174.32 Β±0.77 / 175.55 ms β +1.10x faster β β QQuery 58 β 116.65 / 117.40 Β±0.54 / 118.02 ms β 110.26 / 111.54 Β±1.31 / 113.94 ms β no change β β QQuery 59 β 117.74 / 120.62 Β±2.26 / 123.82 ms β 117.22 / 118.92 Β±2.79 / 124.48 ms β no change β β QQuery 60 β 39.36 / 39.93 Β±0.39 / 40.39 ms β 39.19 / 39.74 Β±0.40 / 40.25 ms β no change β β QQuery 61 β 12.53 / 12.64 Β±0.14 / 12.92 ms β 12.30 / 12.43 Β±0.17 / 12.75 ms β no change β β QQuery 62 β 45.88 / 47.20 Β±2.46 / 52.12 ms β 45.64 / 46.11 Β±0.59 / 47.26 ms β no change β β QQuery 63 β 28.95 / 30.03 Β±1.57 / 33.14 ms β 28.79 / 29.18 Β±0.29 / 29.54 ms β no change β β QQuery 64 β 359.19 / 369.74 Β±9.48 / 383.50 ms β 364.03 / 376.83 Β±12.27 / 398.41 ms β no change β β QQuery 65 β 121.80 / 127.05 Β±7.69 / 142.31 ms β 127.64 / 131.25 Β±2.40 / 133.98 ms β no change β β QQuery 66 β 81.75 / 83.46 Β±2.14 / 87.51 ms β 87.25 / 87.77 Β±0.55 / 88.78 ms β 1.05x slower β β QQuery 67 β 252.75 / 265.77 Β±6.91 / 271.35 ms β 279.48 / 284.99 Β±3.45 / 289.89 ms β 1.07x slower β β QQuery 68 β 12.07 / 12.53 Β±0.41 / 13.15 ms β 13.16 / 13.34 Β±0.19 / 13.68 ms β 1.07x slower β β QQuery 69 β 57.39 / 57.90 Β±0.29 / 58.24 ms β 60.13 / 61.10 Β±1.09 / 63.21 ms β 1.06x slower β β QQuery 70 β 104.58 / 109.60 Β±4.97 / 116.81 ms β 110.90 / 115.71 Β±6.19 / 127.82 ms β 1.06x slower β β QQuery 71 β 35.16 / 35.52 Β±0.20 / 35.76 ms β 37.57 / 37.98 Β±0.58 / 39.11 ms β 1.07x slower β β QQuery 72 β 1866.54 / 2024.70 Β±96.02 / 2146.01 ms β 1847.78 / 1949.63 Β±98.00 / 2122.77 ms β no change β β QQuery 73 β 9.75 / 10.50 Β±0.41 / 10.96 ms β 10.80 / 11.09 Β±0.24 / 11.32 ms β 1.06x slower β β QQuery 74 β 165.79 / 167.99 Β±2.06 / 171.71 ms β 168.48 / 176.40 Β±11.02 / 198.17 ms β 1.05x slower β β QQuery 75 β 144.78 / 149.05 Β±5.44 / 159.30 ms β 146.32 / 149.61 Β±4.74 / 158.98 ms β no change β β QQuery 76 β 34.85 / 35.14 Β±0.24 / 35.54 ms β 34.72 / 35.09 Β±0.28 / 35.51 ms β no change β β QQuery 77 β 61.17 / 61.52 Β±0.22 / 61.79 ms β 60.94 / 64.14 Β±5.24 / 74.55 ms β no change β β QQuery 78 β 216.87 / 221.91 Β±4.47 / 228.48 ms β 219.11 / 229.56 Β±14.74 / 258.63 ms β no change β β QQuery 79 β 65.68 / 68.34 Β±3.52 / 75.04 ms β 70.92 / 71.76 Β±1.24 / 74.18 ms β 1.05x slower β β QQuery 80 β 98.95 / 100.15 Β±1.46 / 102.96 ms β 105.15 / 107.34 Β±2.13 / 110.74 ms β 1.07x slower β β QQuery 81 β 25.59 / 25.83 Β±0.13 / 25.95 ms β 28.40 / 28.57 Β±0.12 / 28.79 ms β 1.11x slower β β QQuery 82 β 16.14 / 16.36 Β±0.28 / 16.91 ms β 17.49 / 18.87 Β±2.09 / 23.02 ms β 1.15x slower β β QQuery 83 β 33.67 / 34.01 Β±0.30 / 34.47 ms β 36.43 / 36.62 Β±0.23 / 37.07 ms β 1.08x slower β β QQuery 84 β 29.75 / 32.41 Β±2.90 / 36.34 ms β 30.68 / 31.05 Β±0.34 / 31.51 ms β no change β β QQuery 85 β 107.76 / 108.54 Β±0.75 / 109.88 ms β 108.05 / 112.57 Β±5.89 / 123.99 ms β no change β β QQuery 86 β 27.47 / 27.73 Β±0.21 / 28.11 ms β 27.68 / 28.59 Β±0.85 / 30.16 ms β no change β β QQuery 87 β 69.21 / 71.12 Β±2.85 / 76.80 ms β 69.30 / 70.30 Β±0.89 / 71.45 ms β no change β β QQuery 88 β 67.45 / 67.91 Β±0.28 / 68.31 ms β 67.00 / 70.03 Β±5.37 / 80.76 ms β no change β β QQuery 89 β 36.91 / 37.76 Β±0.43 / 38.08 ms β 37.33 / 38.48 Β±0.82 / 39.51 ms β no change β β QQuery 90 β 17.32 / 17.83 Β±0.53 / 18.50 ms β 18.52 / 19.10 Β±0.83 / 20.75 ms β 1.07x slower β β QQuery 91 β 44.56 / 45.51 Β±0.76 / 46.57 ms β 48.00 / 48.40 Β±0.37 / 49.07 ms β 1.06x slower β β QQuery 92 β 30.99 / 34.25 Β±3.98 / 42.06 ms β 32.23 / 32.71 Β±0.44 / 33.26 ms β no change β β QQuery 93 β 49.40 / 51.28 Β±1.36 / 52.68 ms β 53.66 / 54.70 Β±0.86 / 55.80 ms β 1.07x slower β β QQuery 94 β 37.40 / 38.14 Β±0.48 / 38.68 ms β 41.23 / 42.17 Β±0.80 / 43.58 ms β 1.11x slower β β QQuery 95 β 79.57 / 80.88 Β±1.71 / 84.18 ms β 86.57 / 87.62 Β±1.04 / 89.41 ms β 1.08x slower β β QQuery 96 β 23.60 / 24.76 Β±1.72 / 28.15 ms β 25.21 / 25.34 Β±0.13 / 25.54 ms β no change β β QQuery 97 β 51.89 / 53.66 Β±1.57 / 56.61 ms β 55.08 / 57.34 Β±1.69 / 59.89 ms β 1.07x slower β β QQuery 98 β 41.79 / 42.74 Β±0.82 / 44.15 ms β 46.75 / 48.39 Β±2.14 / 52.60 ms β 1.13x slower β β QQuery 99 β 69.60 / 69.96 Β±0.19 / 70.15 ms β 70.52 / 72.80 Β±1.36 / 74.07 ms β no change β βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9830.51ms β β Total Time (first-last-preordered-fastpath) β 9717.62ms β β Average Time (HEAD) β 99.30ms β β Average Time (first-last-preordered-fastpath) β 98.16ms β β Queries Faster β 20 β β Queries Slower β 23 β β Queries with No Change β 56 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββββββββββ΄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 | 1.4 GiB | | CPU user | 214.6s | | CPU sys | 5.4s | | Peak spill | 0 B | **tpcds β branch** | Metric | Value | |--------|-------| | Wall time | 50.0s | | Peak memory | 1.9 GiB | | Avg memory | 1.4 GiB | | CPU user | 214.4s | | CPU sys | 5.5s | | 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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