adriangbot commented on PR #24456: URL: https://github.com/apache/datafusion/pull/24456#issuecomment-5345504611
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24456#issuecomment-5345293493) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing perf/join-order-enumeration (4c344867b2cf5edb1ec55ccf6fa138009a7609a7) to bb038a6 (merge-base) [diff](https://github.com/apache/datafusion/compare/bb038a6739091567fe32c196d8c568a98e4f42e2..4c344867b2cf5edb1ec55ccf6fa138009a7609a7) <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 perf_join-order-enumeration -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³βββββββββββββ³ββββββββββββββββββββββββββββββ³βββββββββββββββββ β Query β HEAD β perf_join-order-enumeration β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.59 ms β 5.79 ms β no change β β QQuery 2 β 81.34 ms β 80.83 ms β no change β β QQuery 3 β 29.41 ms β 26.30 ms β +1.12x faster β β QQuery 4 β 492.39 ms β 497.61 ms β no change β β QQuery 5 β 52.43 ms β 52.36 ms β no change β β QQuery 6 β 36.55 ms β 36.45 ms β no change β β QQuery 7 β 93.56 ms β 77.61 ms β +1.21x faster β β QQuery 8 β 37.36 ms β 36.63 ms β no change β β QQuery 9 β 51.32 ms β 50.52 ms β no change β β QQuery 10 β 63.04 ms β 57.61 ms β +1.09x faster β β QQuery 11 β 307.35 ms β 245.02 ms β +1.25x faster β β QQuery 12 β 28.89 ms β 28.88 ms β no change β β QQuery 13 β 118.01 ms β 119.52 ms β no change β β QQuery 14 β 418.99 ms β 357.43 ms β +1.17x faster β β QQuery 15 β 58.18 ms β 20.82 ms β +2.79x faster β β QQuery 16 β 6.82 ms β 6.88 ms β no change β β QQuery 17 β 79.44 ms β 60.66 ms β +1.31x faster β β QQuery 18 β 122.33 ms β 117.58 ms β no change β β QQuery 19 β 41.81 ms β 42.44 ms β no change β β QQuery 20 β 35.73 ms β 35.49 ms β no change β β QQuery 21 β 17.63 ms β 13.17 ms β +1.34x faster β β QQuery 22 β 64.10 ms β 62.98 ms β no change β β QQuery 23 β 347.31 ms β 268.91 ms β +1.29x faster β β QQuery 24 β 224.46 ms β 163.03 ms β +1.38x faster β β QQuery 25 β 109.67 ms β 78.93 ms β +1.39x faster β β QQuery 26 β 58.79 ms β 53.61 ms β +1.10x faster β β QQuery 27 β 6.54 ms β 6.40 ms β no change β β QQuery 28 β 57.29 ms β 57.56 ms β no change β β QQuery 29 β 96.87 ms β 65.91 ms β +1.47x faster β β QQuery 30 β 33.34 ms β 32.86 ms β no change β β QQuery 31 β 112.72 ms β 110.52 ms β no change β β QQuery 32 β 21.08 ms β 20.24 ms β no change β β QQuery 33 β 38.87 ms β 38.53 ms β no change β β QQuery 34 β 10.15 ms β 6.02 ms β +1.69x faster β β QQuery 35 β 73.44 ms β 66.06 ms β +1.11x faster β β QQuery 36 β 5.99 ms β 5.96 ms β no change β β QQuery 37 β 6.92 ms β 6.95 ms β no change β β QQuery 38 β 63.23 ms β 62.42 ms β no change β β QQuery 39 β 92.59 ms β 79.57 ms β +1.16x faster β β QQuery 40 β 23.57 ms β 21.58 ms β +1.09x faster β β QQuery 41 β 11.74 ms β 11.29 ms β no change β β QQuery 42 β 24.28 ms β 26.49 ms β 1.09x slower β β QQuery 43 β 5.25 ms β 5.10 ms β no change β β QQuery 44 β 9.67 ms β 9.38 ms β no change β β QQuery 45 β 39.35 ms β 23.36 ms β +1.68x faster β β QQuery 46 β 12.08 ms β 7.06 ms β +1.71x faster β β QQuery 47 β 235.01 ms β 227.30 ms β no change β β QQuery 48 β 95.81 ms β 98.01 ms β no change β β QQuery 49 β 77.45 ms β 72.89 ms β +1.06x faster β β QQuery 50 β 59.95 ms β 52.18 ms β +1.15x faster β β QQuery 51 β 91.82 ms β 92.69 ms β no change β β QQuery 52 β 24.36 ms β 26.78 ms β 1.10x slower β β QQuery 53 β 29.41 ms β 29.02 ms β no change β β QQuery 54 β 55.37 ms β 24.91 ms β +2.22x faster β β QQuery 55 β 24.02 ms β 25.30 ms β 1.05x slower β β QQuery 56 β 39.62 ms β 43.14 ms β 1.09x slower β β QQuery 57 β 178.52 ms β 176.81 ms β no change β β QQuery 58 β 115.72 ms β 52.20 ms β +2.22x faster β β QQuery 59 β 117.60 ms β 116.77 ms β no change β β QQuery 60 β 39.62 ms β 38.47 ms β no change β β QQuery 61 β 12.46 ms β 11.64 ms β +1.07x faster β β QQuery 62 β 46.82 ms β 30.70 ms β +1.52x faster β β QQuery 63 β 29.54 ms β 29.10 ms β no change β β QQuery 64 β 410.49 ms β 231.82 ms β +1.77x faster β β QQuery 65 β 122.98 ms β 122.17 ms β no change β β QQuery 66 β 82.17 ms β 65.47 ms β +1.26x faster β β QQuery 67 β 249.61 ms β 247.52 ms β no change β β QQuery 68 β 12.18 ms β 7.70 ms β +1.58x faster β β QQuery 69 β 58.21 ms β 63.13 ms β 1.08x slower β β QQuery 70 β 108.53 ms β 78.31 ms β +1.39x faster β β QQuery 71 β 35.79 ms β 35.31 ms β no change β β QQuery 72 β 1995.41 ms β 77.04 ms β +25.90x faster β β QQuery 73 β 9.75 ms β 6.01 ms β +1.62x faster β β QQuery 74 β 175.23 ms β 174.30 ms β no change β β QQuery 75 β 149.83 ms β 148.17 ms β no change β β QQuery 76 β 36.11 ms β 35.35 ms β no change β β QQuery 77 β 61.10 ms β 61.51 ms β no change β β QQuery 78 β 196.83 ms β 215.51 ms β 1.09x slower β β QQuery 79 β 66.48 ms β 69.28 ms β no change β β QQuery 80 β 101.21 ms β 97.47 ms β no change β β QQuery 81 β 26.18 ms β 25.43 ms β no change β β QQuery 82 β 16.58 ms β 16.46 ms β no change β β QQuery 83 β 40.07 ms β 23.14 ms β +1.73x faster β β QQuery 84 β 30.19 ms β 38.27 ms β 1.27x slower β β QQuery 85 β 107.29 ms β 98.41 ms β +1.09x faster β β QQuery 86 β 25.89 ms β 25.55 ms β no change β β QQuery 87 β 62.76 ms β 62.27 ms β no change β β QQuery 88 β 64.06 ms β 59.72 ms β +1.07x faster β β QQuery 89 β 35.73 ms β 35.89 ms β no change β β QQuery 90 β 17.50 ms β 14.88 ms β +1.18x faster β β QQuery 91 β 46.05 ms β 41.90 ms β +1.10x faster β β QQuery 92 β 29.88 ms β 29.55 ms β no change β β QQuery 93 β 50.16 ms β 49.57 ms β no change β β QQuery 94 β 38.12 ms β 37.77 ms β no change β β QQuery 95 β 80.73 ms β 80.83 ms β no change β β QQuery 96 β 24.40 ms β 20.72 ms β +1.18x faster β β QQuery 97 β 46.92 ms β 51.89 ms β 1.11x slower β β QQuery 98 β 42.61 ms β 42.90 ms β no change β β QQuery 99 β 70.37 ms β 45.50 ms β +1.55x faster β βββββββββββββ΄βββββββββββββ΄ββββββββββββββββββββββββββββββ΄βββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9727.95ms β β Total Time (perf_join-order-enumeration) β 6944.96ms β β Average Time (HEAD) β 98.26ms β β Average Time (perf_join-order-enumeration) β 70.15ms β β Queries Faster β 38 β β Queries Slower β 8 β β Queries with No Change β 53 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and perf_join-order-enumeration -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββββββββββββββββββββββ³βββββββββββββββββ β Query β HEAD β perf_join-order-enumeration β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.59 / 6.11 Β±0.90 / 7.90 ms β 5.79 / 6.30 Β±0.89 / 8.07 ms β no change β β QQuery 2 β 81.34 / 81.82 Β±0.40 / 82.49 ms β 80.83 / 81.38 Β±0.31 / 81.70 ms β no change β β QQuery 3 β 29.41 / 29.62 Β±0.20 / 29.93 ms β 26.30 / 26.48 Β±0.14 / 26.69 ms β +1.12x faster β β QQuery 4 β 492.39 / 496.70 Β±3.24 / 502.07 ms β 497.61 / 500.73 Β±2.34 / 504.47 ms β no change β β QQuery 5 β 52.43 / 53.13 Β±0.58 / 53.99 ms β 52.36 / 52.58 Β±0.21 / 52.89 ms β no change β β QQuery 6 β 36.55 / 36.94 Β±0.22 / 37.17 ms β 36.45 / 37.22 Β±0.55 / 37.88 ms β no change β β QQuery 7 β 93.56 / 94.56 Β±0.72 / 95.70 ms β 77.61 / 77.85 Β±0.20 / 78.22 ms β +1.21x faster β β QQuery 8 β 37.36 / 38.19 Β±1.47 / 41.12 ms β 36.63 / 37.88 Β±1.09 / 39.81 ms β no change β β QQuery 9 β 51.32 / 53.62 Β±2.33 / 57.91 ms β 50.52 / 53.78 Β±2.95 / 57.34 ms β no change β β QQuery 10 β 63.04 / 63.50 Β±0.28 / 63.87 ms β 57.61 / 58.09 Β±0.36 / 58.64 ms β +1.09x faster β β QQuery 11 β 307.35 / 311.02 Β±2.34 / 313.38 ms β 245.02 / 245.78 Β±0.70 / 246.94 ms β +1.27x faster β β QQuery 12 β 28.89 / 29.21 Β±0.36 / 29.86 ms β 28.88 / 30.30 Β±2.17 / 34.63 ms β no change β β QQuery 13 β 118.01 / 119.01 Β±0.95 / 120.77 ms β 119.52 / 120.39 Β±0.70 / 121.57 ms β no change β β QQuery 14 β 418.99 / 421.64 Β±1.98 / 424.17 ms β 357.43 / 359.38 Β±2.05 / 363.07 ms β +1.17x faster β β QQuery 15 β 58.18 / 58.87 Β±0.55 / 59.56 ms β 20.82 / 21.05 Β±0.18 / 21.25 ms β +2.80x faster β β QQuery 16 β 6.82 / 6.95 Β±0.19 / 7.32 ms β 6.88 / 7.00 Β±0.08 / 7.12 ms β no change β β QQuery 17 β 79.44 / 81.22 Β±2.78 / 86.74 ms β 60.66 / 61.00 Β±0.28 / 61.35 ms β +1.33x faster β β QQuery 18 β 122.33 / 124.27 Β±1.10 / 125.73 ms β 117.58 / 119.58 Β±1.19 / 120.85 ms β no change β β QQuery 19 β 41.81 / 42.09 Β±0.21 / 42.35 ms β 42.44 / 42.83 Β±0.25 / 43.07 ms β no change β β QQuery 20 β 35.73 / 36.87 Β±1.18 / 39.06 ms β 35.49 / 36.25 Β±0.66 / 37.11 ms β no change β β QQuery 21 β 17.63 / 17.88 Β±0.27 / 18.38 ms β 13.17 / 13.41 Β±0.21 / 13.75 ms β +1.33x faster β β QQuery 22 β 64.10 / 64.46 Β±0.25 / 64.78 ms β 62.98 / 65.10 Β±2.12 / 69.11 ms β no change β β QQuery 23 β 347.31 / 352.28 Β±3.28 / 356.41 ms β 268.91 / 270.76 Β±1.80 / 273.68 ms β +1.30x faster β β QQuery 24 β 224.46 / 228.69 Β±3.93 / 233.69 ms β 163.03 / 165.27 Β±2.63 / 169.80 ms β +1.38x faster β β QQuery 25 β 109.67 / 110.92 Β±1.30 / 113.40 ms β 78.93 / 79.76 Β±0.96 / 81.26 ms β +1.39x faster β β QQuery 26 β 58.79 / 60.84 Β±1.94 / 64.26 ms β 53.61 / 54.49 Β±0.86 / 55.95 ms β +1.12x faster β β QQuery 27 β 6.54 / 6.66 Β±0.11 / 6.81 ms β 6.40 / 6.53 Β±0.19 / 6.89 ms β no change β β QQuery 28 β 57.29 / 60.35 Β±2.53 / 63.93 ms β 57.56 / 59.88 Β±2.27 / 62.66 ms β no change β β QQuery 29 β 96.87 / 100.02 Β±4.33 / 108.45 ms β 65.91 / 67.22 Β±1.98 / 71.17 ms β +1.49x faster β β QQuery 30 β 33.34 / 34.65 Β±1.17 / 36.75 ms β 32.86 / 33.43 Β±0.76 / 34.92 ms β no change β β QQuery 31 β 112.72 / 113.86 Β±0.77 / 114.74 ms β 110.52 / 111.66 Β±0.67 / 112.50 ms β no change β β QQuery 32 β 21.08 / 21.16 Β±0.07 / 21.25 ms β 20.24 / 20.53 Β±0.21 / 20.87 ms β no change β β QQuery 33 β 38.87 / 40.70 Β±2.39 / 45.35 ms β 38.53 / 39.89 Β±1.87 / 43.60 ms β no change β β QQuery 34 β 10.15 / 10.76 Β±0.77 / 12.28 ms β 6.02 / 6.18 Β±0.22 / 6.61 ms β +1.74x faster β β QQuery 35 β 73.44 / 74.66 Β±1.19 / 76.34 ms β 66.06 / 66.97 Β±1.02 / 68.90 ms β +1.11x faster β β QQuery 36 β 5.99 / 6.11 Β±0.16 / 6.42 ms β 5.96 / 6.13 Β±0.19 / 6.49 ms β no change β β QQuery 37 β 6.92 / 7.02 Β±0.07 / 7.14 ms β 6.95 / 7.04 Β±0.09 / 7.21 ms β no change β β QQuery 38 β 63.23 / 63.59 Β±0.31 / 64.11 ms β 62.42 / 63.04 Β±0.50 / 63.91 ms β no change β β QQuery 39 β 92.59 / 95.33 Β±2.48 / 99.33 ms β 79.57 / 80.14 Β±0.73 / 81.47 ms β +1.19x faster β β QQuery 40 β 23.57 / 24.05 Β±0.27 / 24.31 ms β 21.58 / 22.74 Β±0.81 / 24.12 ms β +1.06x faster β β QQuery 41 β 11.74 / 11.84 Β±0.07 / 11.95 ms β 11.29 / 11.45 Β±0.22 / 11.88 ms β no change β β QQuery 42 β 24.28 / 24.97 Β±0.50 / 25.63 ms β 26.49 / 26.70 Β±0.12 / 26.83 ms β 1.07x slower β β QQuery 43 β 5.25 / 5.36 Β±0.12 / 5.59 ms β 5.10 / 5.23 Β±0.20 / 5.62 ms β no change β β QQuery 44 β 9.67 / 9.75 Β±0.07 / 9.87 ms β 9.38 / 9.51 Β±0.09 / 9.60 ms β no change β β QQuery 45 β 39.35 / 40.03 Β±0.40 / 40.58 ms β 23.36 / 23.57 Β±0.16 / 23.84 ms β +1.70x faster β β QQuery 46 β 12.08 / 12.95 Β±0.94 / 14.75 ms β 7.06 / 7.21 Β±0.21 / 7.62 ms β +1.80x faster β β QQuery 47 β 235.01 / 242.60 Β±5.56 / 251.21 ms β 227.30 / 232.11 Β±4.33 / 239.28 ms β no change β β QQuery 48 β 95.81 / 97.52 Β±1.18 / 99.20 ms β 98.01 / 99.89 Β±2.67 / 105.11 ms β no change β β QQuery 49 β 77.45 / 78.20 Β±0.51 / 79.02 ms β 72.89 / 73.67 Β±0.44 / 74.28 ms β +1.06x faster β β QQuery 50 β 59.95 / 60.87 Β±1.50 / 63.85 ms β 52.18 / 52.48 Β±0.24 / 52.72 ms β +1.16x faster β β QQuery 51 β 91.82 / 93.30 Β±1.13 / 95.02 ms β 92.69 / 93.84 Β±1.42 / 96.62 ms β no change β β QQuery 52 β 24.36 / 26.07 Β±2.96 / 31.98 ms β 26.78 / 27.16 Β±0.23 / 27.47 ms β no change β β QQuery 53 β 29.41 / 30.50 Β±0.95 / 32.09 ms β 29.02 / 29.32 Β±0.21 / 29.66 ms β no change β β QQuery 54 β 55.37 / 55.83 Β±0.56 / 56.85 ms β 24.91 / 25.19 Β±0.14 / 25.30 ms β +2.22x faster β β QQuery 55 β 24.02 / 24.44 Β±0.33 / 24.91 ms β 25.30 / 25.42 Β±0.10 / 25.53 ms β no change β β QQuery 56 β 39.62 / 40.03 Β±0.25 / 40.33 ms β 43.14 / 43.61 Β±0.45 / 44.45 ms β 1.09x slower β β QQuery 57 β 178.52 / 180.72 Β±2.04 / 183.14 ms β 176.81 / 178.10 Β±1.76 / 181.52 ms β no change β β QQuery 58 β 115.72 / 116.59 Β±0.75 / 117.69 ms β 52.20 / 52.97 Β±1.02 / 54.99 ms β +2.20x faster β β QQuery 59 β 117.60 / 118.47 Β±0.77 / 119.84 ms β 116.77 / 117.55 Β±0.52 / 118.40 ms β no change β β QQuery 60 β 39.62 / 40.99 Β±1.51 / 43.69 ms β 38.47 / 39.76 Β±1.45 / 42.42 ms β no change β β QQuery 61 β 12.46 / 12.60 Β±0.20 / 12.99 ms β 11.64 / 11.86 Β±0.24 / 12.29 ms β +1.06x faster β β QQuery 62 β 46.82 / 47.59 Β±0.95 / 49.45 ms β 30.70 / 31.44 Β±1.17 / 33.76 ms β +1.51x faster β β QQuery 63 β 29.54 / 30.18 Β±0.50 / 31.07 ms β 29.10 / 29.41 Β±0.31 / 29.97 ms β no change β β QQuery 64 β 410.49 / 415.54 Β±2.99 / 419.24 ms β 231.82 / 236.18 Β±4.19 / 243.51 ms β +1.76x faster β β QQuery 65 β 122.98 / 125.25 Β±2.33 / 129.56 ms β 122.17 / 124.65 Β±2.27 / 127.80 ms β no change β β QQuery 66 β 82.17 / 82.98 Β±0.56 / 83.65 ms β 65.47 / 66.10 Β±0.48 / 66.71 ms β +1.26x faster β β QQuery 67 β 249.61 / 253.54 Β±3.57 / 259.05 ms β 247.52 / 250.71 Β±3.02 / 255.77 ms β no change β β QQuery 68 β 12.18 / 12.37 Β±0.14 / 12.55 ms β 7.70 / 7.90 Β±0.21 / 8.28 ms β +1.57x faster β β QQuery 69 β 58.21 / 60.87 Β±2.57 / 64.70 ms β 63.13 / 63.97 Β±1.01 / 65.95 ms β 1.05x slower β β QQuery 70 β 108.53 / 111.44 Β±3.69 / 117.93 ms β 78.31 / 79.00 Β±0.87 / 80.72 ms β +1.41x faster β β QQuery 71 β 35.79 / 36.12 Β±0.27 / 36.58 ms β 35.31 / 36.41 Β±1.51 / 39.36 ms β no change β β QQuery 72 β 1995.41 / 2089.34 Β±69.88 / 2154.63 ms β 77.04 / 77.30 Β±0.23 / 77.65 ms β +27.03x faster β β QQuery 73 β 9.75 / 10.10 Β±0.34 / 10.62 ms β 6.01 / 6.18 Β±0.14 / 6.44 ms β +1.64x faster β β QQuery 74 β 175.23 / 176.98 Β±2.10 / 180.86 ms β 174.30 / 178.57 Β±3.29 / 182.67 ms β no change β β QQuery 75 β 149.83 / 152.65 Β±3.52 / 159.46 ms β 148.17 / 149.60 Β±1.75 / 153.05 ms β no change β β QQuery 76 β 36.11 / 36.76 Β±0.76 / 38.20 ms β 35.35 / 35.55 Β±0.13 / 35.73 ms β no change β β QQuery 77 β 61.10 / 62.32 Β±0.81 / 63.62 ms β 61.51 / 62.38 Β±0.74 / 63.35 ms β no change β β QQuery 78 β 196.83 / 201.64 Β±3.34 / 206.24 ms β 215.51 / 217.86 Β±2.39 / 222.29 ms β 1.08x slower β β QQuery 79 β 66.48 / 66.92 Β±0.24 / 67.16 ms β 69.28 / 69.43 Β±0.23 / 69.89 ms β no change β β QQuery 80 β 101.21 / 103.05 Β±1.77 / 106.30 ms β 97.47 / 99.02 Β±0.84 / 99.96 ms β no change β β QQuery 81 β 26.18 / 26.38 Β±0.14 / 26.61 ms β 25.43 / 25.68 Β±0.27 / 26.12 ms β no change β β QQuery 82 β 16.58 / 16.69 Β±0.09 / 16.85 ms β 16.46 / 16.88 Β±0.70 / 18.27 ms β no change β β QQuery 83 β 40.07 / 40.47 Β±0.28 / 40.85 ms β 23.14 / 23.38 Β±0.15 / 23.58 ms β +1.73x faster β β QQuery 84 β 30.19 / 30.41 Β±0.15 / 30.65 ms β 38.27 / 38.38 Β±0.11 / 38.57 ms β 1.26x slower β β QQuery 85 β 107.29 / 109.50 Β±2.77 / 114.30 ms β 98.41 / 100.91 Β±2.90 / 106.50 ms β +1.09x faster β β QQuery 86 β 25.89 / 26.34 Β±0.74 / 27.81 ms β 25.55 / 25.98 Β±0.35 / 26.57 ms β no change β β QQuery 87 β 62.76 / 63.34 Β±0.55 / 64.32 ms β 62.27 / 62.57 Β±0.17 / 62.77 ms β no change β β QQuery 88 β 64.06 / 65.63 Β±1.50 / 68.09 ms β 59.72 / 60.17 Β±0.30 / 60.48 ms β +1.09x faster β β QQuery 89 β 35.73 / 36.21 Β±0.36 / 36.61 ms β 35.89 / 36.48 Β±0.58 / 37.60 ms β no change β β QQuery 90 β 17.50 / 17.65 Β±0.12 / 17.80 ms β 14.88 / 15.59 Β±1.11 / 17.80 ms β +1.13x faster β β QQuery 91 β 46.05 / 46.27 Β±0.15 / 46.51 ms β 41.90 / 42.23 Β±0.20 / 42.50 ms β +1.10x faster β β QQuery 92 β 29.88 / 30.14 Β±0.25 / 30.60 ms β 29.55 / 30.01 Β±0.34 / 30.47 ms β no change β β QQuery 93 β 50.16 / 50.81 Β±0.76 / 52.25 ms β 49.57 / 49.98 Β±0.51 / 50.99 ms β no change β β QQuery 94 β 38.12 / 38.99 Β±0.61 / 39.80 ms β 37.77 / 39.31 Β±2.08 / 43.42 ms β no change β β QQuery 95 β 80.73 / 81.45 Β±0.50 / 82.20 ms β 80.83 / 81.84 Β±0.76 / 82.83 ms β no change β β QQuery 96 β 24.40 / 24.60 Β±0.17 / 24.86 ms β 20.72 / 20.89 Β±0.16 / 21.14 ms β +1.18x faster β β QQuery 97 β 46.92 / 48.99 Β±2.61 / 54.00 ms β 51.89 / 53.02 Β±1.42 / 55.82 ms β 1.08x slower β β QQuery 98 β 42.61 / 43.19 Β±0.47 / 43.91 ms β 42.90 / 43.55 Β±0.82 / 45.14 ms β no change β β QQuery 99 β 70.37 / 70.85 Β±0.31 / 71.21 ms β 45.50 / 46.25 Β±0.84 / 47.87 ms β +1.53x faster β βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9946.50ms β β Total Time (perf_join-order-enumeration) β 7037.41ms β β Average Time (HEAD) β 100.47ms β β Average Time (perf_join-order-enumeration) β 71.08ms β β Queries Faster β 38 β β Queries Slower β 6 β β Queries with No Change β 55 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **tpcds β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 55.0s | | Peak memory | 2.3 GiB | | Avg memory | 1.5 GiB | | CPU user | 217.2s | | CPU sys | 6.1s | | Peak spill | 0 B | **tpcds β branch** | Metric | Value | |--------|-------| | Wall time | 40.0s | | Peak memory | 2.2 GiB | | Avg memory | 1.3 GiB | | CPU user | 99.8s | | CPU sys | 4.8s | | 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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