adriangbot commented on PR #24928: URL: https://github.com/apache/datafusion/pull/24928#issuecomment-5589198064
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24928#issuecomment-5588961260) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing add-blocks-impl-from-scratch (0a873e16e7d0e18919cec9a7a4a39efc76a69e5f) to 5bf6aef (merge-base) [diff](https://github.com/apache/datafusion/compare/5bf6aef8e37c91d882c0f75b772201d62733c88f..0a873e16e7d0e18919cec9a7a4a39efc76a69e5f) <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 add-blocks-impl-from-scratch -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³βββββββββββββ³βββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β add-blocks-impl-from-scratch β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 6.16 ms β 7.60 ms β 1.23x slower β β QQuery 2 β 80.43 ms β 91.23 ms β 1.13x slower β β QQuery 3 β 28.94 ms β 31.08 ms β 1.07x slower β β QQuery 4 β 483.18 ms β 521.99 ms β 1.08x slower β β QQuery 5 β 53.05 ms β 59.03 ms β 1.11x slower β β QQuery 6 β 40.06 ms β 37.36 ms β +1.07x faster β β QQuery 7 β 78.37 ms β 79.46 ms β no change β β QQuery 8 β 38.67 ms β 38.73 ms β no change β β QQuery 9 β 55.81 ms β 53.92 ms β no change β β QQuery 10 β 65.49 ms β 64.98 ms β no change β β QQuery 11 β 367.89 ms β 334.65 ms β +1.10x faster β β QQuery 12 β 28.62 ms β 32.90 ms β 1.15x slower β β QQuery 13 β 119.05 ms β 118.35 ms β no change β β QQuery 14 β 419.23 ms β 437.13 ms β no change β β QQuery 15 β 55.89 ms β 73.91 ms β 1.32x slower β β QQuery 16 β 6.78 ms β 8.50 ms β 1.25x slower β β QQuery 17 β 79.60 ms β 87.69 ms β 1.10x slower β β QQuery 18 β 103.93 ms β 127.23 ms β 1.22x slower β β QQuery 19 β 41.23 ms β 49.27 ms β 1.20x slower β β QQuery 20 β 35.33 ms β 46.04 ms β 1.30x slower β β QQuery 21 β 17.37 ms β 21.34 ms β 1.23x slower β β QQuery 22 β 63.64 ms β 72.90 ms β 1.15x slower β β QQuery 23 β 311.18 ms β 347.12 ms β 1.12x slower β β QQuery 24 β 193.00 ms β 208.18 ms β 1.08x slower β β QQuery 25 β 108.62 ms β 110.51 ms β no change β β QQuery 26 β 48.04 ms β 52.96 ms β 1.10x slower β β QQuery 27 β 6.08 ms β 7.35 ms β 1.21x slower β β QQuery 28 β 56.53 ms β 60.86 ms β 1.08x slower β β QQuery 29 β 95.98 ms β 98.49 ms β no change β β QQuery 30 β 32.03 ms β 38.42 ms β 1.20x slower β β QQuery 31 β 110.40 ms β 130.34 ms β 1.18x slower β β QQuery 32 β 20.13 ms β 22.15 ms β 1.10x slower β β QQuery 33 β 37.74 ms β 39.80 ms β 1.05x slower β β QQuery 34 β 9.98 ms β 10.22 ms β no change β β QQuery 35 β 72.88 ms β 80.18 ms β 1.10x slower β β QQuery 36 β 5.92 ms β 7.01 ms β 1.18x slower β β QQuery 37 β 6.82 ms β 7.26 ms β 1.07x slower β β QQuery 38 β 61.38 ms β 68.46 ms β 1.12x slower β β QQuery 39 β 106.00 ms β 104.99 ms β no change β β QQuery 40 β 26.29 ms β 26.62 ms β no change β β QQuery 41 β 12.32 ms β 12.25 ms β no change β β QQuery 42 β 25.81 ms β 25.74 ms β no change β β QQuery 43 β 6.00 ms β 7.32 ms β 1.22x slower β β QQuery 44 β 10.49 ms β 10.82 ms β no change β β QQuery 45 β 45.37 ms β 40.10 ms β +1.13x faster β β QQuery 46 β 12.96 ms β 12.61 ms β no change β β QQuery 47 β 278.85 ms β 244.95 ms β +1.14x faster β β QQuery 48 β 98.49 ms β 96.07 ms β no change β β QQuery 49 β 71.84 ms β 79.28 ms β 1.10x slower β β QQuery 50 β 60.74 ms β 71.97 ms β 1.18x slower β β QQuery 51 β 93.59 ms β 103.77 ms β 1.11x slower β β QQuery 52 β 24.12 ms β 29.23 ms β 1.21x slower β β QQuery 53 β 28.87 ms β 32.70 ms β 1.13x slower β β QQuery 54 β 54.89 ms β 61.26 ms β 1.12x slower β β QQuery 55 β 23.24 ms β 27.10 ms β 1.17x slower β β QQuery 56 β 39.12 ms β 44.23 ms β 1.13x slower β β QQuery 57 β 175.59 ms β 214.18 ms β 1.22x slower β β QQuery 58 β 111.51 ms β 116.24 ms β no change β β QQuery 59 β 117.89 ms β 132.58 ms β 1.12x slower β β QQuery 60 β 39.49 ms β 41.54 ms β 1.05x slower β β QQuery 61 β 12.48 ms β 12.32 ms β no change β β QQuery 62 β 46.38 ms β 50.69 ms β 1.09x slower β β QQuery 63 β 29.30 ms β 30.91 ms β 1.05x slower β β QQuery 64 β 363.18 ms β 399.59 ms β 1.10x slower β β QQuery 65 β 123.89 ms β 129.33 ms β no change β β QQuery 66 β 81.34 ms β 95.13 ms β 1.17x slower β β QQuery 67 β 246.73 ms β 255.35 ms β no change β β QQuery 68 β 12.13 ms β 12.82 ms β 1.06x slower β β QQuery 69 β 57.50 ms β 60.60 ms β 1.05x slower β β QQuery 70 β 107.58 ms β 108.11 ms β no change β β QQuery 71 β 36.47 ms β 38.53 ms β 1.06x slower β β QQuery 72 β 1975.37 ms β 1779.17 ms β +1.11x faster β β QQuery 73 β 9.85 ms β 11.79 ms β 1.20x slower β β QQuery 74 β 168.27 ms β 228.13 ms β 1.36x slower β β QQuery 75 β 146.07 ms β 185.33 ms β 1.27x slower β β QQuery 76 β 35.47 ms β 47.43 ms β 1.34x slower β β QQuery 77 β 61.19 ms β 70.37 ms β 1.15x slower β β QQuery 78 β 218.16 ms β 219.49 ms β no change β β QQuery 79 β 66.34 ms β 69.87 ms β 1.05x slower β β QQuery 80 β 98.39 ms β 107.18 ms β 1.09x slower β β QQuery 81 β 25.99 ms β 31.85 ms β 1.23x slower β β QQuery 82 β 16.17 ms β 17.62 ms β 1.09x slower β β QQuery 83 β 34.24 ms β 37.09 ms β 1.08x slower β β QQuery 84 β 29.44 ms β 29.18 ms β no change β β QQuery 85 β 102.88 ms β 104.50 ms β no change β β QQuery 86 β 26.99 ms β 27.58 ms β no change β β QQuery 87 β 68.63 ms β 70.54 ms β no change β β QQuery 88 β 66.50 ms β 63.58 ms β no change β β QQuery 89 β 37.62 ms β 40.34 ms β 1.07x slower β β QQuery 90 β 18.59 ms β 17.02 ms β +1.09x faster β β QQuery 91 β 47.36 ms β 46.99 ms β no change β β QQuery 92 β 32.33 ms β 32.12 ms β no change β β QQuery 93 β 54.48 ms β 51.45 ms β +1.06x faster β β QQuery 94 β 41.59 ms β 39.62 ms β no change β β QQuery 95 β 86.63 ms β 83.64 ms β no change β β QQuery 96 β 25.15 ms β 24.26 ms β no change β β QQuery 97 β 53.65 ms β 56.55 ms β 1.05x slower β β QQuery 98 β 43.23 ms β 46.75 ms β 1.08x slower β β QQuery 99 β 70.77 ms β 74.88 ms β 1.06x slower β βββββββββββββ΄βββββββββββββ΄βββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9687.23ms β β Total Time (add-blocks-impl-from-scratch) β 10027.87ms β β Average Time (HEAD) β 97.85ms β β Average Time (add-blocks-impl-from-scratch) β 101.29ms β β Queries Faster β 7 β β Queries Slower β 60 β β Queries with No Change β 32 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and add-blocks-impl-from-scratch -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β add-blocks-impl-from-scratch β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 6.16 / 6.66 Β±0.85 / 8.36 ms β 7.60 / 8.11 Β±0.84 / 9.78 ms β 1.22x slower β β QQuery 2 β 80.43 / 81.22 Β±0.43 / 81.72 ms β 91.23 / 91.43 Β±0.16 / 91.60 ms β 1.13x slower β β QQuery 3 β 28.94 / 29.31 Β±0.28 / 29.76 ms β 31.08 / 31.26 Β±0.11 / 31.38 ms β 1.07x slower β β QQuery 4 β 483.18 / 487.84 Β±3.66 / 493.76 ms β 521.99 / 528.20 Β±3.90 / 532.42 ms β 1.08x slower β β QQuery 5 β 53.05 / 54.52 Β±1.31 / 56.92 ms β 59.03 / 59.60 Β±0.50 / 60.28 ms β 1.09x slower β β QQuery 6 β 40.06 / 40.84 Β±0.40 / 41.19 ms β 37.36 / 37.71 Β±0.27 / 38.09 ms β +1.08x faster β β QQuery 7 β 78.37 / 78.93 Β±0.31 / 79.32 ms β 79.46 / 80.34 Β±0.98 / 82.08 ms β no change β β QQuery 8 β 38.67 / 41.10 Β±3.97 / 49.00 ms β 38.73 / 39.25 Β±0.34 / 39.72 ms β no change β β QQuery 9 β 55.81 / 57.60 Β±1.60 / 59.66 ms β 53.92 / 55.41 Β±1.63 / 58.00 ms β no change β β QQuery 10 β 65.49 / 65.76 Β±0.29 / 66.33 ms β 64.98 / 65.62 Β±0.54 / 66.52 ms β no change β β QQuery 11 β 367.89 / 379.65 Β±6.30 / 385.38 ms β 334.65 / 342.86 Β±9.71 / 359.93 ms β +1.11x faster β β QQuery 12 β 28.62 / 28.95 Β±0.25 / 29.23 ms β 32.90 / 33.16 Β±0.19 / 33.43 ms β 1.15x slower β β QQuery 13 β 119.05 / 122.84 Β±3.62 / 128.83 ms β 118.35 / 119.55 Β±2.15 / 123.84 ms β no change β β QQuery 14 β 419.23 / 426.88 Β±8.40 / 440.10 ms β 437.13 / 449.74 Β±14.84 / 470.35 ms β 1.05x slower β β QQuery 15 β 55.89 / 57.42 Β±1.14 / 58.69 ms β 73.91 / 76.25 Β±2.86 / 81.64 ms β 1.33x slower β β QQuery 16 β 6.78 / 7.78 Β±1.62 / 10.99 ms β 8.50 / 8.64 Β±0.15 / 8.92 ms β 1.11x slower β β QQuery 17 β 79.60 / 80.85 Β±1.29 / 83.23 ms β 87.69 / 90.48 Β±1.81 / 93.20 ms β 1.12x slower β β QQuery 18 β 103.93 / 104.90 Β±0.97 / 106.10 ms β 127.23 / 131.09 Β±2.97 / 135.97 ms β 1.25x slower β β QQuery 19 β 41.23 / 41.64 Β±0.32 / 42.20 ms β 49.27 / 49.71 Β±0.23 / 49.91 ms β 1.19x slower β β QQuery 20 β 35.33 / 37.29 Β±2.25 / 41.61 ms β 46.04 / 46.74 Β±0.50 / 47.34 ms β 1.25x slower β β QQuery 21 β 17.37 / 17.99 Β±0.74 / 19.39 ms β 21.34 / 21.91 Β±0.34 / 22.26 ms β 1.22x slower β β QQuery 22 β 63.64 / 64.40 Β±0.62 / 65.31 ms β 72.90 / 77.88 Β±2.57 / 80.15 ms β 1.21x slower β β QQuery 23 β 311.18 / 315.37 Β±4.58 / 323.85 ms β 347.12 / 365.67 Β±12.52 / 379.98 ms β 1.16x slower β β QQuery 24 β 193.00 / 197.38 Β±4.38 / 205.57 ms β 208.18 / 213.37 Β±5.85 / 224.35 ms β 1.08x slower β β QQuery 25 β 108.62 / 110.43 Β±2.10 / 114.41 ms β 110.51 / 112.18 Β±2.20 / 116.45 ms β no change β β QQuery 26 β 48.04 / 49.82 Β±2.89 / 55.58 ms β 52.96 / 53.09 Β±0.12 / 53.25 ms β 1.07x slower β β QQuery 27 β 6.08 / 6.24 Β±0.20 / 6.62 ms β 7.35 / 7.63 Β±0.21 / 7.94 ms β 1.22x slower β β QQuery 28 β 56.53 / 58.86 Β±1.82 / 61.30 ms β 60.86 / 63.26 Β±3.40 / 69.96 ms β 1.07x slower β β QQuery 29 β 95.98 / 96.89 Β±0.95 / 98.63 ms β 98.49 / 99.57 Β±1.00 / 101.44 ms β no change β β QQuery 30 β 32.03 / 33.37 Β±1.73 / 36.71 ms β 38.42 / 38.86 Β±0.42 / 39.47 ms β 1.16x slower β β QQuery 31 β 110.40 / 111.41 Β±0.64 / 112.27 ms β 130.34 / 131.99 Β±2.27 / 136.39 ms β 1.18x slower β β QQuery 32 β 20.13 / 20.56 Β±0.41 / 21.29 ms β 22.15 / 22.67 Β±0.31 / 23.10 ms β 1.10x slower β β QQuery 33 β 37.74 / 38.06 Β±0.32 / 38.65 ms β 39.80 / 40.07 Β±0.14 / 40.18 ms β 1.05x slower β β QQuery 34 β 9.98 / 10.21 Β±0.21 / 10.57 ms β 10.22 / 10.40 Β±0.17 / 10.68 ms β no change β β QQuery 35 β 72.88 / 74.47 Β±1.53 / 77.35 ms β 80.18 / 82.27 Β±3.47 / 89.20 ms β 1.10x slower β β QQuery 36 β 5.92 / 6.08 Β±0.16 / 6.39 ms β 7.01 / 7.13 Β±0.18 / 7.48 ms β 1.17x slower β β QQuery 37 β 6.82 / 6.95 Β±0.11 / 7.10 ms β 7.26 / 7.47 Β±0.16 / 7.67 ms β 1.07x slower β β QQuery 38 β 61.38 / 63.47 Β±2.17 / 67.23 ms β 68.46 / 68.77 Β±0.31 / 69.26 ms β 1.08x slower β β QQuery 39 β 106.00 / 107.20 Β±0.87 / 108.65 ms β 104.99 / 107.85 Β±3.50 / 114.72 ms β no change β β QQuery 40 β 26.29 / 27.00 Β±0.44 / 27.64 ms β 26.62 / 27.07 Β±0.57 / 28.15 ms β no change β β QQuery 41 β 12.32 / 12.59 Β±0.15 / 12.72 ms β 12.25 / 12.41 Β±0.12 / 12.59 ms β no change β β QQuery 42 β 25.81 / 26.29 Β±0.37 / 26.79 ms β 25.74 / 26.02 Β±0.23 / 26.30 ms β no change β β QQuery 43 β 6.00 / 6.12 Β±0.09 / 6.27 ms β 7.32 / 7.53 Β±0.21 / 7.92 ms β 1.23x slower β β QQuery 44 β 10.49 / 10.62 Β±0.15 / 10.90 ms β 10.82 / 11.02 Β±0.18 / 11.31 ms β no change β β QQuery 45 β 45.37 / 49.00 Β±1.98 / 51.20 ms β 40.10 / 41.14 Β±0.67 / 42.15 ms β +1.19x faster β β QQuery 46 β 12.96 / 13.35 Β±0.29 / 13.77 ms β 12.61 / 13.23 Β±0.35 / 13.66 ms β no change β β QQuery 47 β 278.85 / 284.77 Β±3.85 / 289.64 ms β 244.95 / 248.36 Β±2.40 / 251.11 ms β +1.15x faster β β QQuery 48 β 98.49 / 101.11 Β±1.56 / 103.36 ms β 96.07 / 96.86 Β±0.62 / 97.89 ms β no change β β QQuery 49 β 71.84 / 77.00 Β±3.47 / 82.06 ms β 79.28 / 83.14 Β±4.90 / 92.21 ms β 1.08x slower β β QQuery 50 β 60.74 / 61.49 Β±0.40 / 61.84 ms β 71.97 / 73.24 Β±0.85 / 74.58 ms β 1.19x slower β β QQuery 51 β 93.59 / 95.99 Β±2.94 / 101.74 ms β 103.77 / 105.59 Β±1.21 / 107.13 ms β 1.10x slower β β QQuery 52 β 24.12 / 24.77 Β±0.79 / 26.15 ms β 29.23 / 30.00 Β±0.93 / 31.57 ms β 1.21x slower β β QQuery 53 β 28.87 / 30.02 Β±1.26 / 32.38 ms β 32.70 / 33.46 Β±0.50 / 34.19 ms β 1.11x slower β β QQuery 54 β 54.89 / 55.43 Β±0.33 / 55.91 ms β 61.26 / 61.46 Β±0.16 / 61.71 ms β 1.11x slower β β QQuery 55 β 23.24 / 23.45 Β±0.17 / 23.68 ms β 27.10 / 27.78 Β±0.64 / 28.96 ms β 1.18x slower β β QQuery 56 β 39.12 / 39.31 Β±0.20 / 39.66 ms β 44.23 / 44.95 Β±0.72 / 46.12 ms β 1.14x slower β β QQuery 57 β 175.59 / 178.77 Β±2.58 / 183.22 ms β 214.18 / 217.40 Β±2.48 / 220.84 ms β 1.22x slower β β QQuery 58 β 111.51 / 114.42 Β±1.84 / 116.71 ms β 116.24 / 120.77 Β±4.25 / 127.53 ms β 1.06x slower β β QQuery 59 β 117.89 / 118.88 Β±0.94 / 120.64 ms β 132.58 / 134.29 Β±1.17 / 136.13 ms β 1.13x slower β β QQuery 60 β 39.49 / 40.40 Β±0.72 / 41.66 ms β 41.54 / 42.70 Β±1.12 / 44.28 ms β 1.06x slower β β QQuery 61 β 12.48 / 13.30 Β±1.34 / 15.97 ms β 12.32 / 12.49 Β±0.17 / 12.82 ms β +1.06x faster β β QQuery 62 β 46.38 / 46.56 Β±0.15 / 46.78 ms β 50.69 / 50.96 Β±0.25 / 51.40 ms β 1.09x slower β β QQuery 63 β 29.30 / 29.61 Β±0.33 / 30.18 ms β 30.91 / 31.55 Β±0.86 / 33.25 ms β 1.07x slower β β QQuery 64 β 363.18 / 368.77 Β±5.28 / 378.65 ms β 399.59 / 405.88 Β±4.70 / 413.33 ms β 1.10x slower β β QQuery 65 β 123.89 / 125.61 Β±1.63 / 128.39 ms β 129.33 / 132.85 Β±4.25 / 140.48 ms β 1.06x slower β β QQuery 66 β 81.34 / 81.93 Β±0.49 / 82.62 ms β 95.13 / 98.18 Β±2.10 / 100.98 ms β 1.20x slower β β QQuery 67 β 246.73 / 251.03 Β±3.58 / 255.55 ms β 255.35 / 258.00 Β±2.13 / 260.47 ms β no change β β QQuery 68 β 12.13 / 12.27 Β±0.15 / 12.52 ms β 12.82 / 12.99 Β±0.14 / 13.24 ms β 1.06x slower β β QQuery 69 β 57.50 / 59.70 Β±4.08 / 67.85 ms β 60.60 / 60.87 Β±0.21 / 61.08 ms β no change β β QQuery 70 β 107.58 / 110.50 Β±4.30 / 119.02 ms β 108.11 / 110.92 Β±3.82 / 118.24 ms β no change β β QQuery 71 β 36.47 / 36.82 Β±0.29 / 37.27 ms β 38.53 / 38.79 Β±0.25 / 39.15 ms β 1.05x slower β β QQuery 72 β 1975.37 / 2118.80 Β±111.33 / 2282.27 ms β 1779.17 / 1894.17 Β±95.97 / 2026.85 ms β +1.12x faster β β QQuery 73 β 9.85 / 10.26 Β±0.33 / 10.60 ms β 11.79 / 14.48 Β±4.09 / 22.59 ms β 1.41x slower β β QQuery 74 β 168.27 / 172.19 Β±3.05 / 177.34 ms β 228.13 / 235.77 Β±6.17 / 241.93 ms β 1.37x slower β β QQuery 75 β 146.07 / 148.79 Β±3.09 / 154.18 ms β 185.33 / 188.68 Β±2.73 / 193.61 ms β 1.27x slower β β QQuery 76 β 35.47 / 37.68 Β±2.11 / 41.68 ms β 47.43 / 47.90 Β±0.42 / 48.50 ms β 1.27x slower β β QQuery 77 β 61.19 / 62.01 Β±0.56 / 62.91 ms β 70.37 / 70.62 Β±0.25 / 70.99 ms β 1.14x slower β β QQuery 78 β 218.16 / 223.40 Β±5.44 / 232.99 ms β 219.49 / 228.27 Β±9.35 / 245.30 ms β no change β β QQuery 79 β 66.34 / 66.77 Β±0.25 / 67.04 ms β 69.87 / 72.28 Β±2.88 / 77.94 ms β 1.08x slower β β QQuery 80 β 98.39 / 101.48 Β±3.37 / 107.65 ms β 107.18 / 108.86 Β±1.14 / 110.49 ms β 1.07x slower β β QQuery 81 β 25.99 / 26.11 Β±0.12 / 26.34 ms β 31.85 / 32.73 Β±1.31 / 35.34 ms β 1.25x slower β β QQuery 82 β 16.17 / 16.48 Β±0.24 / 16.83 ms β 17.62 / 19.83 Β±3.92 / 27.65 ms β 1.20x slower β β QQuery 83 β 34.24 / 34.40 Β±0.09 / 34.48 ms β 37.09 / 37.65 Β±0.42 / 38.21 ms β 1.09x slower β β QQuery 84 β 29.44 / 29.60 Β±0.13 / 29.80 ms β 29.18 / 29.64 Β±0.47 / 30.51 ms β no change β β QQuery 85 β 102.88 / 106.05 Β±3.06 / 111.44 ms β 104.50 / 106.31 Β±1.23 / 107.67 ms β no change β β QQuery 86 β 26.99 / 27.22 Β±0.23 / 27.65 ms β 27.58 / 29.03 Β±2.10 / 33.19 ms β 1.07x slower β β QQuery 87 β 68.63 / 69.13 Β±0.28 / 69.46 ms β 70.54 / 71.20 Β±0.63 / 72.33 ms β no change β β QQuery 88 β 66.50 / 68.83 Β±2.96 / 74.67 ms β 63.58 / 64.26 Β±0.56 / 65.18 ms β +1.07x faster β β QQuery 89 β 37.62 / 38.69 Β±0.72 / 39.83 ms β 40.34 / 40.90 Β±0.68 / 42.23 ms β 1.06x slower β β QQuery 90 β 18.59 / 18.65 Β±0.04 / 18.69 ms β 17.02 / 19.17 Β±3.66 / 26.47 ms β no change β β QQuery 91 β 47.36 / 47.72 Β±0.26 / 48.17 ms β 46.99 / 47.98 Β±0.59 / 48.85 ms β no change β β QQuery 92 β 32.33 / 34.70 Β±3.85 / 42.35 ms β 32.12 / 32.47 Β±0.28 / 32.76 ms β +1.07x faster β β QQuery 93 β 54.48 / 56.07 Β±1.64 / 59.22 ms β 51.45 / 51.97 Β±0.46 / 52.68 ms β +1.08x faster β β QQuery 94 β 41.59 / 42.48 Β±0.47 / 42.87 ms β 39.62 / 40.57 Β±1.14 / 42.74 ms β no change β β QQuery 95 β 86.63 / 87.32 Β±0.53 / 87.97 ms β 83.64 / 85.34 Β±1.47 / 88.08 ms β no change β β QQuery 96 β 25.15 / 26.76 Β±2.88 / 32.51 ms β 24.26 / 24.57 Β±0.26 / 24.93 ms β +1.09x faster β β QQuery 97 β 53.65 / 57.66 Β±3.76 / 64.55 ms β 56.55 / 57.84 Β±1.58 / 60.94 ms β no change β β QQuery 98 β 43.23 / 43.97 Β±0.48 / 44.57 ms β 46.75 / 47.65 Β±0.90 / 49.32 ms β 1.08x slower β β QQuery 99 β 70.77 / 71.70 Β±0.75 / 72.50 ms β 74.88 / 76.75 Β±3.36 / 83.46 ms β 1.07x slower β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9992.95ms β β Total Time (add-blocks-impl-from-scratch) β 10325.94ms β β Average Time (HEAD) β 100.94ms β β Average Time (add-blocks-impl-from-scratch) β 104.30ms β β Queries Faster β 10 β β Queries Slower β 62 β β Queries with No Change β 27 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **tpcds β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 55.0s | | Peak memory | 2.0 GiB | | Avg memory | 1.3 GiB | | CPU user | 216.3s | | CPU sys | 6.0s | | Peak spill | 0 B | **tpcds β branch** | Metric | Value | |--------|-------| | Wall time | 55.0s | | Peak memory | 2.3 GiB | | Avg memory | 1.4 GiB | | CPU user | 209.4s | | CPU sys | 17.9s | | 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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