adriangbot commented on PR #25753: URL: https://github.com/apache/datafusion/pull/25753#issuecomment-5835856719
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25753#issuecomment-5835626480) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing rich-T-kid/adaptive-coalescer-repartition (4a1c588f5354a49805a55e6ce50350be603ea503) to e8e41ae (merge-base) [diff](https://github.com/apache/datafusion/compare/e8e41ae958a5e6856ab9b0e7d8fb5deece0a9e91..4a1c588f5354a49805a55e6ce50350be603ea503) <details><summary>Run configuration</summary> ```yaml run benchmark tpcds env: DATAFUSION_EXECUTION_TARGET_PARTITIONS: "256" ``` </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 rich-T-kid_adaptive-coalescer-repartition -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β rich-T-kid_adaptive-coalescer-repartition β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 60.22 ms β 60.38 ms β no change β β QQuery 2 β 300.77 ms β 352.40 ms β 1.17x slower β β QQuery 3 β 75.06 ms β 85.05 ms β 1.13x slower β β QQuery 4 β 737.70 ms β 851.11 ms β 1.15x slower β β QQuery 5 β 374.19 ms β 436.12 ms β 1.17x slower β β QQuery 6 β 155.73 ms β 179.76 ms β 1.15x slower β β QQuery 7 β 114.53 ms β 133.60 ms β 1.17x slower β β QQuery 8 β 151.52 ms β 195.00 ms β 1.29x slower β β QQuery 9 β 235.47 ms β 223.43 ms β +1.05x faster β β QQuery 10 β 139.42 ms β 168.61 ms β 1.21x slower β β QQuery 11 β 439.55 ms β 563.19 ms β 1.28x slower β β QQuery 12 β 105.00 ms β 149.92 ms β 1.43x slower β β QQuery 13 β 260.44 ms β 304.02 ms β 1.17x slower β β QQuery 14 β 5314.93 ms β 5530.23 ms β no change β β QQuery 15 β 99.54 ms β 119.27 ms β 1.20x slower β β QQuery 16 β 62.71 ms β 75.88 ms β 1.21x slower β β QQuery 17 β 559.77 ms β 793.99 ms β 1.42x slower β β QQuery 18 β 523.47 ms β 666.87 ms β 1.27x slower β β QQuery 19 β 95.18 ms β 122.93 ms β 1.29x slower β β QQuery 20 β 113.12 ms β 182.36 ms β 1.61x slower β β QQuery 21 β 65.07 ms β 90.44 ms β 1.39x slower β β QQuery 22 β 121.13 ms β 147.15 ms β 1.21x slower β β QQuery 23 β 900.70 ms β 1051.35 ms β 1.17x slower β β QQuery 24 β 531.23 ms β 811.49 ms β 1.53x slower β β QQuery 25 β 599.23 ms β 789.48 ms β 1.32x slower β β QQuery 26 β 87.85 ms β 106.68 ms β 1.21x slower β β QQuery 27 β 52.89 ms β 82.33 ms β 1.56x slower β β QQuery 28 β 116.53 ms β 116.47 ms β no change β β QQuery 29 β 596.32 ms β 769.41 ms β 1.29x slower β β QQuery 30 β 190.09 ms β 252.19 ms β 1.33x slower β β QQuery 31 β 478.82 ms β 661.17 ms β 1.38x slower β β QQuery 32 β 74.06 ms β 91.13 ms β 1.23x slower β β QQuery 33 β 150.84 ms β 180.99 ms β 1.20x slower β β QQuery 34 β 62.13 ms β 69.66 ms β 1.12x slower β β QQuery 35 β 157.46 ms β 215.40 ms β 1.37x slower β β QQuery 36 β 87.25 ms β 120.13 ms β 1.38x slower β β QQuery 37 β 44.41 ms β 69.79 ms β 1.57x slower β β QQuery 38 β 198.27 ms β 249.19 ms β 1.26x slower β β QQuery 39 β 274.63 ms β 408.76 ms β 1.49x slower β β QQuery 40 β 70.56 ms β 86.36 ms β 1.22x slower β β QQuery 41 β 86.73 ms β 102.21 ms β 1.18x slower β β QQuery 42 β 68.38 ms β 93.12 ms β 1.36x slower β β QQuery 43 β 53.19 ms β 72.54 ms β 1.36x slower β β QQuery 44 β 140.45 ms β 196.15 ms β 1.40x slower β β QQuery 45 β 85.18 ms β 113.74 ms β 1.34x slower β β QQuery 46 β 65.08 ms β 86.13 ms β 1.32x slower β β QQuery 47 β 501.00 ms β 1219.62 ms β 2.43x slower β β QQuery 48 β 249.63 ms β 299.22 ms β 1.20x slower β β QQuery 49 β 289.32 ms β 357.00 ms β 1.23x slower β β QQuery 50 β 314.99 ms β 434.95 ms β 1.38x slower β β QQuery 51 β 313.82 ms β 652.83 ms β 2.08x slower β β QQuery 52 β 68.77 ms β 91.69 ms β 1.33x slower β β QQuery 53 β 110.79 ms β 135.14 ms β 1.22x slower β β QQuery 54 β 281.93 ms β 326.96 ms β 1.16x slower β β QQuery 55 β 70.52 ms β 83.68 ms β 1.19x slower β β QQuery 56 β 117.90 ms β 135.92 ms β 1.15x slower β β QQuery 57 β 421.29 ms β 883.58 ms β 2.10x slower β β QQuery 58 β 239.03 ms β 285.19 ms β 1.19x slower β β QQuery 59 β 226.06 ms β 275.35 ms β 1.22x slower β β QQuery 60 β 128.85 ms β 141.02 ms β 1.09x slower β β QQuery 61 β 32.65 ms β 32.85 ms β no change β β QQuery 62 β 102.92 ms β 141.74 ms β 1.38x slower β β QQuery 63 β 114.29 ms β 126.97 ms β 1.11x slower β β QQuery 64 β 2536.49 ms β 3299.45 ms β 1.30x slower β β QQuery 65 β 568.85 ms β 644.58 ms β 1.13x slower β β QQuery 66 β 222.98 ms β 357.94 ms β 1.61x slower β β QQuery 67 β 369.93 ms β 476.54 ms β 1.29x slower β β QQuery 68 β 63.67 ms β 84.09 ms β 1.32x slower β β QQuery 69 β 142.22 ms β 169.84 ms β 1.19x slower β β QQuery 70 β 264.56 ms β 353.33 ms β 1.34x slower β β QQuery 71 β 95.65 ms β 113.78 ms β 1.19x slower β β QQuery 72 β 5763.42 ms β 5692.49 ms β no change β β QQuery 73 β 58.28 ms β 70.72 ms β 1.21x slower β β QQuery 74 β 340.05 ms β 432.30 ms β 1.27x slower β β QQuery 75 β 951.79 ms β 1257.32 ms β 1.32x slower β β QQuery 76 β 165.40 ms β 169.45 ms β no change β β QQuery 77 β 360.16 ms β 461.77 ms β 1.28x slower β β QQuery 78 β 340.57 ms β 401.51 ms β 1.18x slower β β QQuery 79 β 128.28 ms β 154.88 ms β 1.21x slower β β QQuery 80 β 503.07 ms β 671.57 ms β 1.33x slower β β QQuery 81 β 168.84 ms β 244.04 ms β 1.45x slower β β QQuery 82 β 65.58 ms β 79.89 ms β 1.22x slower β β QQuery 83 β 180.27 ms β 230.58 ms β 1.28x slower β β QQuery 84 β 69.90 ms β 73.12 ms β no change β β QQuery 85 β 449.76 ms β 600.43 ms β 1.33x slower β β QQuery 86 β 105.03 ms β 136.57 ms β 1.30x slower β β QQuery 87 β 203.95 ms β 253.85 ms β 1.24x slower β β QQuery 88 β 154.77 ms β 161.93 ms β no change β β QQuery 89 β 120.77 ms β 208.63 ms β 1.73x slower β β QQuery 90 β 46.00 ms β 45.66 ms β no change β β QQuery 91 β 103.30 ms β 124.65 ms β 1.21x slower β β QQuery 92 β 82.77 ms β 93.46 ms β 1.13x slower β β QQuery 93 β 223.71 ms β 270.29 ms β 1.21x slower β β QQuery 94 β 116.67 ms β 130.78 ms β 1.12x slower β β QQuery 95 β 469.18 ms β 522.53 ms β 1.11x slower β β QQuery 96 β 39.95 ms β 39.55 ms β no change β β QQuery 97 β 157.31 ms β 167.12 ms β 1.06x slower β β QQuery 98 β 126.08 ms β 185.29 ms β 1.47x slower β β QQuery 99 β 120.43 ms β 162.15 ms β 1.35x slower β βββββββββββββ΄βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 34740.20ms β β Total Time (rich-T-kid_adaptive-coalescer-repartition) β 42393.35ms β β Average Time (HEAD) β 350.91ms β β Average Time (rich-T-kid_adaptive-coalescer-repartition) β 428.22ms β β Queries Faster β 1 β β Queries Slower β 88 β β Queries with No Change β 10 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and rich-T-kid_adaptive-coalescer-repartition -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β rich-T-kid_adaptive-coalescer-repartition β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 60.22 / 61.85 Β±1.85 / 65.47 ms β 60.38 / 61.25 Β±1.63 / 64.50 ms β no change β β QQuery 2 β 300.77 / 321.12 Β±11.50 / 331.91 ms β 352.40 / 379.59 Β±24.74 / 425.70 ms β 1.18x slower β β QQuery 3 β 75.06 / 81.22 Β±9.98 / 101.07 ms β 85.05 / 89.79 Β±3.51 / 94.10 ms β 1.11x slower β β QQuery 4 β 737.70 / 742.28 Β±4.14 / 749.12 ms β 851.11 / 922.98 Β±44.90 / 983.37 ms β 1.24x slower β β QQuery 5 β 374.19 / 392.07 Β±18.69 / 427.42 ms β 436.12 / 458.42 Β±25.74 / 508.57 ms β 1.17x slower β β QQuery 6 β 155.73 / 168.21 Β±7.57 / 178.35 ms β 179.76 / 211.77 Β±23.99 / 245.17 ms β 1.26x slower β β QQuery 7 β 114.53 / 123.46 Β±10.05 / 136.04 ms β 133.60 / 144.66 Β±9.17 / 160.36 ms β 1.17x slower β β QQuery 8 β 151.52 / 169.63 Β±11.06 / 182.98 ms β 195.00 / 205.81 Β±11.87 / 225.80 ms β 1.21x slower β β QQuery 9 β 235.47 / 241.28 Β±9.86 / 260.93 ms β 223.43 / 247.49 Β±25.16 / 292.62 ms β no change β β QQuery 10 β 139.42 / 143.38 Β±2.13 / 145.31 ms β 168.61 / 181.32 Β±6.46 / 186.19 ms β 1.26x slower β β QQuery 11 β 439.55 / 458.33 Β±17.50 / 488.21 ms β 563.19 / 604.21 Β±36.99 / 660.59 ms β 1.32x slower β β QQuery 12 β 105.00 / 112.35 Β±12.24 / 136.76 ms β 149.92 / 179.76 Β±18.54 / 205.97 ms β 1.60x slower β β QQuery 13 β 260.44 / 276.77 Β±14.76 / 294.21 ms β 304.02 / 321.91 Β±24.74 / 371.05 ms β 1.16x slower β β QQuery 14 β 5314.93 / 5601.01 Β±155.62 / 5727.92 ms β 5530.23 / 5808.69 Β±151.32 / 5942.22 ms β no change β β QQuery 15 β 99.54 / 115.05 Β±26.56 / 168.01 ms β 119.27 / 135.44 Β±16.64 / 157.78 ms β 1.18x slower β β QQuery 16 β 62.71 / 70.09 Β±11.51 / 92.79 ms β 75.88 / 80.70 Β±4.57 / 87.40 ms β 1.15x slower β β QQuery 17 β 559.77 / 586.34 Β±21.91 / 616.23 ms β 793.99 / 862.90 Β±65.17 / 985.37 ms β 1.47x slower β β QQuery 18 β 523.47 / 536.78 Β±8.11 / 543.77 ms β 666.87 / 695.75 Β±24.61 / 726.96 ms β 1.30x slower β β QQuery 19 β 95.18 / 105.80 Β±6.03 / 113.97 ms β 122.93 / 139.06 Β±19.36 / 177.09 ms β 1.31x slower β β QQuery 20 β 113.12 / 121.40 Β±7.38 / 134.23 ms β 182.36 / 200.06 Β±17.75 / 227.51 ms β 1.65x slower β β QQuery 21 β 65.07 / 67.60 Β±2.59 / 72.38 ms β 90.44 / 94.62 Β±5.21 / 104.84 ms β 1.40x slower β β QQuery 22 β 121.13 / 127.05 Β±5.27 / 136.14 ms β 147.15 / 161.95 Β±9.84 / 174.44 ms β 1.27x slower β β QQuery 23 β 900.70 / 927.58 Β±16.68 / 946.53 ms β 1051.35 / 1098.72 Β±38.41 / 1146.30 ms β 1.18x slower β β QQuery 24 β 531.23 / 552.87 Β±26.90 / 603.70 ms β 811.49 / 837.26 Β±22.70 / 874.16 ms β 1.51x slower β β QQuery 25 β 599.23 / 613.81 Β±12.16 / 634.70 ms β 789.48 / 828.30 Β±27.45 / 858.75 ms β 1.35x slower β β QQuery 26 β 87.85 / 98.36 Β±9.47 / 111.69 ms β 106.68 / 137.37 Β±22.38 / 164.80 ms β 1.40x slower β β QQuery 27 β 52.89 / 58.99 Β±7.28 / 73.19 ms β 82.33 / 107.49 Β±13.25 / 118.15 ms β 1.82x slower β β QQuery 28 β 116.53 / 122.09 Β±3.56 / 125.73 ms β 116.47 / 127.90 Β±13.90 / 155.26 ms β no change β β QQuery 29 β 596.32 / 628.87 Β±35.91 / 690.60 ms β 769.41 / 810.82 Β±24.03 / 835.64 ms β 1.29x slower β β QQuery 30 β 190.09 / 194.10 Β±4.84 / 203.63 ms β 252.19 / 264.51 Β±12.16 / 287.66 ms β 1.36x slower β β QQuery 31 β 478.82 / 490.58 Β±8.49 / 501.92 ms β 661.17 / 691.35 Β±17.28 / 708.50 ms β 1.41x slower β β QQuery 32 β 74.06 / 85.94 Β±11.11 / 99.85 ms β 91.13 / 98.44 Β±7.11 / 112.00 ms β 1.15x slower β β QQuery 33 β 150.84 / 170.05 Β±18.08 / 203.80 ms β 180.99 / 200.13 Β±13.52 / 217.13 ms β 1.18x slower β β QQuery 34 β 62.13 / 63.19 Β±1.26 / 65.62 ms β 69.66 / 77.38 Β±4.10 / 81.04 ms β 1.22x slower β β QQuery 35 β 157.46 / 175.41 Β±17.25 / 208.05 ms β 215.40 / 254.53 Β±20.85 / 276.95 ms β 1.45x slower β β QQuery 36 β 87.25 / 90.70 Β±3.53 / 97.40 ms β 120.13 / 152.03 Β±19.78 / 181.86 ms β 1.68x slower β β QQuery 37 β 44.41 / 48.14 Β±2.63 / 51.23 ms β 69.79 / 82.56 Β±10.81 / 101.75 ms β 1.72x slower β β QQuery 38 β 198.27 / 202.70 Β±4.31 / 209.99 ms β 249.19 / 269.86 Β±17.14 / 294.10 ms β 1.33x slower β β QQuery 39 β 274.63 / 293.64 Β±10.14 / 304.82 ms β 408.76 / 430.59 Β±13.47 / 445.95 ms β 1.47x slower β β QQuery 40 β 70.56 / 75.94 Β±5.10 / 84.90 ms β 86.36 / 102.05 Β±11.65 / 120.57 ms β 1.34x slower β β QQuery 41 β 86.73 / 93.48 Β±4.92 / 101.46 ms β 102.21 / 113.64 Β±9.50 / 130.56 ms β 1.22x slower β β QQuery 42 β 68.38 / 75.07 Β±5.82 / 84.34 ms β 93.12 / 101.26 Β±6.25 / 110.04 ms β 1.35x slower β β QQuery 43 β 53.19 / 55.35 Β±1.87 / 58.45 ms β 72.54 / 91.21 Β±11.29 / 107.31 ms β 1.65x slower β β QQuery 44 β 140.45 / 154.90 Β±11.19 / 168.98 ms β 196.15 / 208.39 Β±9.26 / 223.39 ms β 1.35x slower β β QQuery 45 β 85.18 / 91.35 Β±4.99 / 97.03 ms β 113.74 / 116.39 Β±3.50 / 123.26 ms β 1.27x slower β β QQuery 46 β 65.08 / 67.39 Β±1.24 / 68.76 ms β 86.13 / 97.19 Β±7.09 / 108.47 ms β 1.44x slower β β QQuery 47 β 501.00 / 507.58 Β±4.97 / 512.18 ms β 1219.62 / 1275.69 Β±86.94 / 1448.44 ms β 2.51x slower β β QQuery 48 β 249.63 / 267.61 Β±11.84 / 283.38 ms β 299.22 / 337.50 Β±61.24 / 458.98 ms β 1.26x slower β β QQuery 49 β 289.32 / 300.62 Β±11.92 / 322.66 ms β 357.00 / 370.05 Β±8.97 / 382.64 ms β 1.23x slower β β QQuery 50 β 314.99 / 321.50 Β±6.53 / 333.62 ms β 434.95 / 450.72 Β±11.70 / 465.90 ms β 1.40x slower β β QQuery 51 β 313.82 / 318.45 Β±4.50 / 324.50 ms β 652.83 / 690.77 Β±21.62 / 714.94 ms β 2.17x slower β β QQuery 52 β 68.77 / 75.72 Β±7.01 / 88.95 ms β 91.69 / 109.93 Β±12.85 / 131.36 ms β 1.45x slower β β QQuery 53 β 110.79 / 122.00 Β±10.16 / 139.12 ms β 135.14 / 140.56 Β±3.83 / 145.56 ms β 1.15x slower β β QQuery 54 β 281.93 / 290.24 Β±7.46 / 304.02 ms β 326.96 / 341.30 Β±17.18 / 373.78 ms β 1.18x slower β β QQuery 55 β 70.52 / 74.43 Β±5.36 / 84.72 ms β 83.68 / 92.98 Β±6.49 / 100.34 ms β 1.25x slower β β QQuery 56 β 117.90 / 124.99 Β±6.04 / 134.90 ms β 135.92 / 149.47 Β±8.43 / 162.29 ms β 1.20x slower β β QQuery 57 β 421.29 / 434.22 Β±10.89 / 447.37 ms β 883.58 / 937.06 Β±49.27 / 1023.27 ms β 2.16x slower β β QQuery 58 β 239.03 / 252.80 Β±9.74 / 268.06 ms β 285.19 / 312.58 Β±22.69 / 337.83 ms β 1.24x slower β β QQuery 59 β 226.06 / 231.86 Β±5.90 / 243.10 ms β 275.35 / 301.13 Β±20.84 / 333.13 ms β 1.30x slower β β QQuery 60 β 128.85 / 131.52 Β±2.78 / 136.53 ms β 141.02 / 160.43 Β±20.12 / 194.20 ms β 1.22x slower β β QQuery 61 β 32.65 / 40.59 Β±14.31 / 69.18 ms β 32.85 / 36.46 Β±5.96 / 48.34 ms β +1.11x faster β β QQuery 62 β 102.92 / 108.81 Β±4.75 / 115.90 ms β 141.74 / 146.84 Β±5.62 / 157.34 ms β 1.35x slower β β QQuery 63 β 114.29 / 117.77 Β±4.90 / 127.22 ms β 126.97 / 150.33 Β±13.58 / 169.47 ms β 1.28x slower β β QQuery 64 β 2536.49 / 2579.80 Β±37.66 / 2641.55 ms β 3299.45 / 3460.29 Β±156.60 / 3743.23 ms β 1.34x slower β β QQuery 65 β 568.85 / 591.39 Β±19.23 / 625.74 ms β 644.58 / 679.03 Β±40.57 / 752.76 ms β 1.15x slower β β QQuery 66 β 222.98 / 230.31 Β±6.14 / 239.01 ms β 357.94 / 386.49 Β±32.37 / 441.38 ms β 1.68x slower β β QQuery 67 β 369.93 / 376.97 Β±6.30 / 388.71 ms β 476.54 / 513.01 Β±37.71 / 583.96 ms β 1.36x slower β β QQuery 68 β 63.67 / 66.77 Β±2.88 / 71.39 ms β 84.09 / 107.84 Β±20.85 / 139.49 ms β 1.61x slower β β QQuery 69 β 142.22 / 156.17 Β±10.30 / 169.98 ms β 169.84 / 192.97 Β±29.23 / 249.56 ms β 1.24x slower β β QQuery 70 β 264.56 / 289.73 Β±14.94 / 308.67 ms β 353.33 / 376.05 Β±20.48 / 407.40 ms β 1.30x slower β β QQuery 71 β 95.65 / 106.72 Β±11.26 / 126.83 ms β 113.78 / 136.98 Β±29.92 / 195.73 ms β 1.28x slower β β QQuery 72 β 5763.42 / 5844.21 Β±54.65 / 5927.23 ms β 5692.49 / 5737.45 Β±41.13 / 5791.66 ms β no change β β QQuery 73 β 58.28 / 65.16 Β±7.52 / 79.18 ms β 70.72 / 86.05 Β±15.29 / 106.35 ms β 1.32x slower β β QQuery 74 β 340.05 / 363.87 Β±15.61 / 384.97 ms β 432.30 / 449.49 Β±18.28 / 484.80 ms β 1.24x slower β β QQuery 75 β 951.79 / 994.76 Β±27.34 / 1033.96 ms β 1257.32 / 1331.35 Β±62.84 / 1408.35 ms β 1.34x slower β β QQuery 76 β 165.40 / 170.00 Β±3.25 / 174.11 ms β 169.45 / 207.69 Β±31.19 / 263.97 ms β 1.22x slower β β QQuery 77 β 360.16 / 375.27 Β±10.17 / 388.70 ms β 461.77 / 486.68 Β±14.59 / 506.36 ms β 1.30x slower β β QQuery 78 β 340.57 / 370.53 Β±23.52 / 400.25 ms β 401.51 / 441.96 Β±26.59 / 483.79 ms β 1.19x slower β β QQuery 79 β 128.28 / 132.20 Β±4.68 / 141.27 ms β 154.88 / 169.29 Β±11.81 / 189.38 ms β 1.28x slower β β QQuery 80 β 503.07 / 538.80 Β±25.10 / 577.00 ms β 671.57 / 715.51 Β±37.46 / 780.66 ms β 1.33x slower β β QQuery 81 β 168.84 / 185.45 Β±14.07 / 207.81 ms β 244.04 / 254.80 Β±14.21 / 282.66 ms β 1.37x slower β β QQuery 82 β 65.58 / 68.60 Β±1.97 / 71.28 ms β 79.89 / 89.85 Β±10.19 / 108.85 ms β 1.31x slower β β QQuery 83 β 180.27 / 191.26 Β±7.87 / 201.92 ms β 230.58 / 243.76 Β±13.74 / 267.90 ms β 1.27x slower β β QQuery 84 β 69.90 / 78.02 Β±11.04 / 99.75 ms β 73.12 / 81.73 Β±9.69 / 99.91 ms β no change β β QQuery 85 β 449.76 / 495.72 Β±57.28 / 590.88 ms β 600.43 / 631.99 Β±18.81 / 651.16 ms β 1.27x slower β β QQuery 86 β 105.03 / 121.69 Β±14.59 / 144.94 ms β 136.57 / 173.21 Β±30.53 / 218.17 ms β 1.42x slower β β QQuery 87 β 203.95 / 213.98 Β±12.20 / 237.46 ms β 253.85 / 283.39 Β±25.88 / 326.89 ms β 1.32x slower β β QQuery 88 β 154.77 / 164.33 Β±7.61 / 177.50 ms β 161.93 / 166.89 Β±6.09 / 178.89 ms β no change β β QQuery 89 β 120.77 / 125.31 Β±4.42 / 133.32 ms β 208.63 / 227.21 Β±15.40 / 250.68 ms β 1.81x slower β β QQuery 90 β 46.00 / 51.92 Β±10.20 / 72.28 ms β 45.66 / 47.79 Β±1.60 / 49.66 ms β +1.09x faster β β QQuery 91 β 103.30 / 107.63 Β±2.72 / 111.86 ms β 124.65 / 145.28 Β±11.74 / 158.60 ms β 1.35x slower β β QQuery 92 β 82.77 / 88.00 Β±6.80 / 100.55 ms β 93.46 / 106.54 Β±11.72 / 127.02 ms β 1.21x slower β β QQuery 93 β 223.71 / 233.76 Β±9.45 / 250.29 ms β 270.29 / 283.59 Β±8.63 / 295.49 ms β 1.21x slower β β QQuery 94 β 116.67 / 118.52 Β±1.72 / 121.38 ms β 130.78 / 142.29 Β±13.18 / 167.24 ms β 1.20x slower β β QQuery 95 β 469.18 / 493.97 Β±15.32 / 514.16 ms β 522.53 / 549.73 Β±17.30 / 568.11 ms β 1.11x slower β β QQuery 96 β 39.95 / 40.92 Β±0.67 / 42.01 ms β 39.55 / 43.52 Β±3.93 / 50.87 ms β 1.06x slower β β QQuery 97 β 157.31 / 165.50 Β±8.24 / 180.86 ms β 167.12 / 189.08 Β±14.03 / 209.84 ms β 1.14x slower β β QQuery 98 β 126.08 / 130.15 Β±4.64 / 139.23 ms β 185.29 / 210.82 Β±18.89 / 238.41 ms β 1.62x slower β β QQuery 99 β 120.43 / 125.43 Β±3.55 / 130.81 ms β 162.15 / 180.65 Β±14.18 / 202.20 ms β 1.44x slower β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 36227.09ms β β Total Time (rich-T-kid_adaptive-coalescer-repartition) β 45021.53ms β β Average Time (HEAD) β 365.93ms β β Average Time (rich-T-kid_adaptive-coalescer-repartition) β 454.76ms β β Queries Faster β 2 β β Queries Slower β 90 β β Queries with No Change β 7 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **tpcds β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 185.0s | | Peak memory | 9.9 GiB | | Avg memory | 1.5 GiB | | CPU user | 981.4s | | CPU sys | 57.6s | | Peak spill | 0 B | **tpcds β branch** | Metric | Value | |--------|-------| | Wall time | 230.1s | | Peak memory | 24.7 GiB | | Avg memory | 2.9 GiB | | CPU user | 1068.8s | | CPU sys | 105.9s | | 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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