adriangbot commented on PR #24928: URL: https://github.com/apache/datafusion/pull/24928#issuecomment-5559295558
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24928#issuecomment-5559189226) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing add-blocks-impl-from-scratch (1a44055b9681c070735f645a8fc71372e7af467b) to 5bf6aef (merge-base) [diff](https://github.com/apache/datafusion/compare/5bf6aef8e37c91d882c0f75b772201d62733c88f..1a44055b9681c070735f645a8fc71372e7af467b) <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 5.60 ms β 7.70 ms β 1.38x slower β β QQuery 2 β 80.10 ms β 91.18 ms β 1.14x slower β β QQuery 3 β 28.95 ms β 31.78 ms β 1.10x slower β β QQuery 4 β 482.31 ms β 523.50 ms β 1.09x slower β β QQuery 5 β 52.26 ms β 55.12 ms β 1.05x slower β β QQuery 6 β 36.20 ms β 37.09 ms β no change β β QQuery 7 β 74.32 ms β 77.12 ms β no change β β QQuery 8 β 36.51 ms β 37.23 ms β no change β β QQuery 9 β 51.86 ms β 52.55 ms β no change β β QQuery 10 β 62.48 ms β 63.66 ms β no change β β QQuery 11 β 308.53 ms β 318.31 ms β no change β β QQuery 12 β 28.68 ms β 29.85 ms β no change β β QQuery 13 β 118.58 ms β 117.61 ms β no change β β QQuery 14 β 418.28 ms β 429.75 ms β no change β β QQuery 15 β 58.10 ms β 57.50 ms β no change β β QQuery 16 β 7.70 ms β 7.33 ms β no change β β QQuery 17 β 85.43 ms β 82.00 ms β no change β β QQuery 18 β 115.97 ms β 106.18 ms β +1.09x faster β β QQuery 19 β 44.52 ms β 42.86 ms β no change β β QQuery 20 β 40.34 ms β 37.49 ms β +1.08x faster β β QQuery 21 β 18.57 ms β 17.68 ms β no change β β QQuery 22 β 75.26 ms β 63.64 ms β +1.18x faster β β QQuery 23 β 341.19 ms β 350.04 ms β no change β β QQuery 24 β 196.31 ms β 202.93 ms β no change β β QQuery 25 β 109.47 ms β 112.51 ms β no change β β QQuery 26 β 47.72 ms β 53.56 ms β 1.12x slower β β QQuery 27 β 6.08 ms β 7.53 ms β 1.24x slower β β QQuery 28 β 56.04 ms β 59.70 ms β 1.07x slower β β QQuery 29 β 97.04 ms β 105.82 ms β 1.09x slower β β QQuery 30 β 32.47 ms β 38.75 ms β 1.19x slower β β QQuery 31 β 111.14 ms β 128.86 ms β 1.16x slower β β QQuery 32 β 20.29 ms β 23.82 ms β 1.17x slower β β QQuery 33 β 38.40 ms β 42.18 ms β 1.10x slower β β QQuery 34 β 10.17 ms β 11.46 ms β 1.13x slower β β QQuery 35 β 72.58 ms β 80.83 ms β 1.11x slower β β QQuery 36 β 5.88 ms β 7.02 ms β 1.19x slower β β QQuery 37 β 6.82 ms β 7.83 ms β 1.15x slower β β QQuery 38 β 61.61 ms β 71.62 ms β 1.16x slower β β QQuery 39 β 88.90 ms β 106.56 ms β 1.20x slower β β QQuery 40 β 24.01 ms β 26.30 ms β 1.10x slower β β QQuery 41 β 11.18 ms β 12.43 ms β 1.11x slower β β QQuery 42 β 23.73 ms β 25.53 ms β 1.08x slower β β QQuery 43 β 5.37 ms β 6.97 ms β 1.30x slower β β QQuery 44 β 9.44 ms β 11.06 ms β 1.17x slower β β QQuery 45 β 39.10 ms β 44.87 ms β 1.15x slower β β QQuery 46 β 11.82 ms β 13.17 ms β 1.11x slower β β QQuery 47 β 236.06 ms β 248.07 ms β 1.05x slower β β QQuery 48 β 102.44 ms β 95.53 ms β +1.07x faster β β QQuery 49 β 76.16 ms β 74.57 ms β no change β β QQuery 50 β 63.07 ms β 63.06 ms β no change β β QQuery 51 β 97.85 ms β 99.79 ms β no change β β QQuery 52 β 24.93 ms β 25.15 ms β no change β β QQuery 53 β 30.66 ms β 29.77 ms β no change β β QQuery 54 β 56.30 ms β 56.68 ms β no change β β QQuery 55 β 24.24 ms β 23.77 ms β no change β β QQuery 56 β 40.03 ms β 39.05 ms β no change β β QQuery 57 β 175.00 ms β 188.07 ms β 1.07x slower β β QQuery 58 β 111.88 ms β 114.25 ms β no change β β QQuery 59 β 118.44 ms β 126.86 ms β 1.07x slower β β QQuery 60 β 40.13 ms β 39.71 ms β no change β β QQuery 61 β 12.22 ms β 12.23 ms β no change β β QQuery 62 β 46.37 ms β 48.63 ms β no change β β QQuery 63 β 29.26 ms β 29.86 ms β no change β β QQuery 64 β 363.20 ms β 380.94 ms β no change β β QQuery 65 β 121.99 ms β 127.00 ms β no change β β QQuery 66 β 81.13 ms β 87.53 ms β 1.08x slower β β QQuery 67 β 241.06 ms β 295.25 ms β 1.22x slower β β QQuery 68 β 12.04 ms β 14.07 ms β 1.17x slower β β QQuery 69 β 57.32 ms β 61.60 ms β 1.07x slower β β QQuery 70 β 104.86 ms β 114.85 ms β 1.10x slower β β QQuery 71 β 35.47 ms β 39.97 ms β 1.13x slower β β QQuery 72 β 1816.42 ms β 1713.84 ms β +1.06x faster β β QQuery 73 β 10.38 ms β 10.00 ms β no change β β QQuery 74 β 172.32 ms β 188.32 ms β 1.09x slower β β QQuery 75 β 146.10 ms β 158.46 ms β 1.08x slower β β QQuery 76 β 35.22 ms β 38.28 ms β 1.09x slower β β QQuery 77 β 61.68 ms β 62.85 ms β no change β β QQuery 78 β 221.04 ms β 226.17 ms β no change β β QQuery 79 β 66.49 ms β 67.99 ms β no change β β QQuery 80 β 97.68 ms β 105.28 ms β 1.08x slower β β QQuery 81 β 25.46 ms β 31.25 ms β 1.23x slower β β QQuery 82 β 16.50 ms β 18.36 ms β 1.11x slower β β QQuery 83 β 34.02 ms β 38.47 ms β 1.13x slower β β QQuery 84 β 29.36 ms β 31.52 ms β 1.07x slower β β QQuery 85 β 101.46 ms β 112.00 ms β 1.10x slower β β QQuery 86 β 25.79 ms β 29.14 ms β 1.13x slower β β QQuery 87 β 62.09 ms β 75.57 ms β 1.22x slower β β QQuery 88 β 63.25 ms β 67.90 ms β 1.07x slower β β QQuery 89 β 36.03 ms β 39.13 ms β 1.09x slower β β QQuery 90 β 17.02 ms β 18.74 ms β 1.10x slower β β QQuery 91 β 44.87 ms β 48.21 ms β 1.07x slower β β QQuery 92 β 29.19 ms β 33.45 ms β 1.15x slower β β QQuery 93 β 49.23 ms β 52.18 ms β 1.06x slower β β QQuery 94 β 38.19 ms β 40.89 ms β 1.07x slower β β QQuery 95 β 80.81 ms β 83.90 ms β no change β β QQuery 96 β 23.68 ms β 24.76 ms β no change β β QQuery 97 β 51.76 ms β 58.60 ms β 1.13x slower β β QQuery 98 β 42.79 ms β 44.69 ms β no change β β QQuery 99 β 70.17 ms β 72.81 ms β no change β βββββββββββββ΄βββββββββββββ΄βββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9428.44ms β β Total Time (add-blocks-impl-from-scratch) β 9767.48ms β β Average Time (HEAD) β 95.24ms β β Average Time (add-blocks-impl-from-scratch) β 98.66ms β β Queries Faster β 5 β β Queries Slower β 54 β β Queries with No Change β 40 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and add-blocks-impl-from-scratch -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β add-blocks-impl-from-scratch β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.60 / 6.18 Β±0.99 / 8.16 ms β 7.70 / 8.15 Β±0.72 / 9.59 ms β 1.32x slower β β QQuery 2 β 80.10 / 80.90 Β±0.50 / 81.55 ms β 91.18 / 91.59 Β±0.29 / 91.97 ms β 1.13x slower β β QQuery 3 β 28.95 / 29.23 Β±0.18 / 29.51 ms β 31.78 / 32.22 Β±0.23 / 32.41 ms β 1.10x slower β β QQuery 4 β 482.31 / 488.25 Β±3.65 / 493.45 ms β 523.50 / 586.92 Β±36.40 / 621.72 ms β 1.20x slower β β QQuery 5 β 52.26 / 53.17 Β±0.91 / 54.80 ms β 55.12 / 56.76 Β±0.99 / 58.01 ms β 1.07x slower β β QQuery 6 β 36.20 / 36.68 Β±0.36 / 37.18 ms β 37.09 / 37.50 Β±0.39 / 38.19 ms β no change β β QQuery 7 β 74.32 / 74.95 Β±0.33 / 75.24 ms β 77.12 / 77.62 Β±0.50 / 78.50 ms β no change β β QQuery 8 β 36.51 / 36.83 Β±0.25 / 37.20 ms β 37.23 / 37.58 Β±0.30 / 38.11 ms β no change β β QQuery 9 β 51.86 / 54.26 Β±1.40 / 55.99 ms β 52.55 / 54.45 Β±1.29 / 56.33 ms β no change β β QQuery 10 β 62.48 / 62.75 Β±0.33 / 63.36 ms β 63.66 / 65.46 Β±2.21 / 69.79 ms β no change β β QQuery 11 β 308.53 / 332.29 Β±18.34 / 348.96 ms β 318.31 / 321.18 Β±2.59 / 324.97 ms β no change β β QQuery 12 β 28.68 / 29.28 Β±0.33 / 29.61 ms β 29.85 / 30.40 Β±0.40 / 31.05 ms β no change β β QQuery 13 β 118.58 / 119.93 Β±2.09 / 124.07 ms β 117.61 / 119.89 Β±2.72 / 125.23 ms β no change β β QQuery 14 β 418.28 / 421.20 Β±2.38 / 424.31 ms β 429.75 / 431.58 Β±1.59 / 434.17 ms β no change β β QQuery 15 β 58.10 / 67.18 Β±5.03 / 71.91 ms β 57.50 / 58.93 Β±1.70 / 61.69 ms β +1.14x faster β β QQuery 16 β 7.70 / 7.87 Β±0.15 / 8.13 ms β 7.33 / 7.53 Β±0.30 / 8.12 ms β no change β β QQuery 17 β 85.43 / 86.66 Β±2.12 / 90.90 ms β 82.00 / 83.50 Β±1.92 / 87.23 ms β no change β β QQuery 18 β 115.97 / 119.55 Β±3.61 / 126.04 ms β 106.18 / 107.23 Β±0.65 / 108.04 ms β +1.11x faster β β QQuery 19 β 44.52 / 45.19 Β±0.75 / 46.62 ms β 42.86 / 44.66 Β±2.45 / 49.48 ms β no change β β QQuery 20 β 40.34 / 40.81 Β±0.35 / 41.39 ms β 37.49 / 38.25 Β±1.09 / 40.39 ms β +1.07x faster β β QQuery 21 β 18.57 / 18.94 Β±0.38 / 19.63 ms β 17.68 / 18.22 Β±0.48 / 19.06 ms β no change β β QQuery 22 β 75.26 / 76.99 Β±2.89 / 82.76 ms β 63.64 / 65.00 Β±0.99 / 66.72 ms β +1.18x faster β β QQuery 23 β 341.19 / 355.73 Β±14.17 / 373.11 ms β 350.04 / 355.84 Β±6.24 / 367.94 ms β no change β β QQuery 24 β 196.31 / 207.15 Β±5.63 / 212.78 ms β 202.93 / 203.89 Β±1.68 / 207.24 ms β no change β β QQuery 25 β 109.47 / 112.54 Β±2.77 / 117.51 ms β 112.51 / 117.45 Β±5.20 / 125.49 ms β no change β β QQuery 26 β 47.72 / 49.02 Β±1.22 / 51.31 ms β 53.56 / 54.07 Β±0.36 / 54.50 ms β 1.10x slower β β QQuery 27 β 6.08 / 6.29 Β±0.25 / 6.76 ms β 7.53 / 7.74 Β±0.16 / 7.93 ms β 1.23x slower β β QQuery 28 β 56.04 / 59.30 Β±2.56 / 61.97 ms β 59.70 / 62.95 Β±1.70 / 64.33 ms β 1.06x slower β β QQuery 29 β 97.04 / 99.57 Β±2.74 / 104.44 ms β 105.82 / 108.80 Β±2.56 / 113.33 ms β 1.09x slower β β QQuery 30 β 32.47 / 32.82 Β±0.39 / 33.55 ms β 38.75 / 38.97 Β±0.21 / 39.24 ms β 1.19x slower β β QQuery 31 β 111.14 / 112.77 Β±1.90 / 116.46 ms β 128.86 / 129.89 Β±1.00 / 131.55 ms β 1.15x slower β β QQuery 32 β 20.29 / 21.88 Β±2.36 / 26.59 ms β 23.82 / 24.32 Β±0.38 / 24.75 ms β 1.11x slower β β QQuery 33 β 38.40 / 38.76 Β±0.37 / 39.44 ms β 42.18 / 43.03 Β±0.45 / 43.44 ms β 1.11x slower β β QQuery 34 β 10.17 / 10.76 Β±0.51 / 11.58 ms β 11.46 / 11.67 Β±0.13 / 11.84 ms β 1.09x slower β β QQuery 35 β 72.58 / 73.60 Β±1.37 / 76.30 ms β 80.83 / 82.96 Β±1.40 / 84.87 ms β 1.13x slower β β QQuery 36 β 5.88 / 5.96 Β±0.14 / 6.24 ms β 7.02 / 7.10 Β±0.09 / 7.28 ms β 1.19x slower β β QQuery 37 β 6.82 / 6.93 Β±0.12 / 7.15 ms β 7.83 / 8.01 Β±0.16 / 8.26 ms β 1.16x slower β β QQuery 38 β 61.61 / 63.53 Β±2.57 / 68.59 ms β 71.62 / 73.15 Β±1.84 / 76.62 ms β 1.15x slower β β QQuery 39 β 88.90 / 91.03 Β±1.46 / 93.29 ms β 106.56 / 108.16 Β±1.08 / 109.82 ms β 1.19x slower β β QQuery 40 β 24.01 / 24.50 Β±0.38 / 24.95 ms β 26.30 / 27.74 Β±1.37 / 30.32 ms β 1.13x slower β β QQuery 41 β 11.18 / 11.37 Β±0.21 / 11.76 ms β 12.43 / 13.38 Β±1.81 / 17.01 ms β 1.18x slower β β QQuery 42 β 23.73 / 23.95 Β±0.20 / 24.27 ms β 25.53 / 26.22 Β±0.59 / 27.25 ms β 1.09x slower β β QQuery 43 β 5.37 / 5.52 Β±0.21 / 5.93 ms β 6.97 / 7.11 Β±0.10 / 7.27 ms β 1.29x slower β β QQuery 44 β 9.44 / 9.49 Β±0.05 / 9.57 ms β 11.06 / 11.27 Β±0.15 / 11.45 ms β 1.19x slower β β QQuery 45 β 39.10 / 39.91 Β±1.04 / 41.92 ms β 44.87 / 46.72 Β±0.99 / 47.55 ms β 1.17x slower β β QQuery 46 β 11.82 / 12.14 Β±0.49 / 13.11 ms β 13.17 / 13.58 Β±0.22 / 13.81 ms β 1.12x slower β β QQuery 47 β 236.06 / 274.59 Β±20.47 / 293.20 ms β 248.07 / 263.88 Β±18.27 / 297.24 ms β no change β β QQuery 48 β 102.44 / 103.50 Β±1.15 / 104.93 ms β 95.53 / 96.40 Β±0.49 / 97.00 ms β +1.07x faster β β QQuery 49 β 76.16 / 76.95 Β±0.63 / 78.01 ms β 74.57 / 75.30 Β±0.90 / 77.05 ms β no change β β QQuery 50 β 63.07 / 63.90 Β±0.66 / 64.78 ms β 63.06 / 65.14 Β±2.05 / 67.73 ms β no change β β QQuery 51 β 97.85 / 100.18 Β±2.00 / 103.10 ms β 99.79 / 100.66 Β±0.80 / 101.96 ms β no change β β QQuery 52 β 24.93 / 25.25 Β±0.29 / 25.71 ms β 25.15 / 25.42 Β±0.25 / 25.90 ms β no change β β QQuery 53 β 30.66 / 31.44 Β±1.45 / 34.35 ms β 29.77 / 29.87 Β±0.08 / 29.97 ms β no change β β QQuery 54 β 56.30 / 57.20 Β±0.69 / 58.17 ms β 56.68 / 58.40 Β±2.12 / 61.65 ms β no change β β QQuery 55 β 24.24 / 24.65 Β±0.28 / 25.10 ms β 23.77 / 24.32 Β±0.57 / 25.05 ms β no change β β QQuery 56 β 40.03 / 42.19 Β±2.79 / 47.56 ms β 39.05 / 39.57 Β±0.48 / 40.20 ms β +1.07x faster β β QQuery 57 β 175.00 / 177.98 Β±2.10 / 180.85 ms β 188.07 / 188.84 Β±0.48 / 189.49 ms β 1.06x slower β β QQuery 58 β 111.88 / 113.99 Β±1.47 / 116.38 ms β 114.25 / 115.16 Β±0.87 / 116.28 ms β no change β β QQuery 59 β 118.44 / 120.16 Β±1.59 / 123.13 ms β 126.86 / 127.47 Β±0.36 / 127.98 ms β 1.06x slower β β QQuery 60 β 40.13 / 40.61 Β±0.37 / 41.06 ms β 39.71 / 40.04 Β±0.40 / 40.83 ms β no change β β QQuery 61 β 12.22 / 12.77 Β±0.84 / 14.44 ms β 12.23 / 13.13 Β±1.44 / 15.98 ms β no change β β QQuery 62 β 46.37 / 46.64 Β±0.25 / 47.05 ms β 48.63 / 49.83 Β±2.13 / 54.09 ms β 1.07x slower β β QQuery 63 β 29.26 / 29.78 Β±0.45 / 30.42 ms β 29.86 / 30.69 Β±0.44 / 31.12 ms β no change β β QQuery 64 β 363.20 / 367.81 Β±4.44 / 375.80 ms β 380.94 / 385.49 Β±3.67 / 390.15 ms β no change β β QQuery 65 β 121.99 / 124.22 Β±1.89 / 127.02 ms β 127.00 / 130.05 Β±3.22 / 135.11 ms β no change β β QQuery 66 β 81.13 / 83.04 Β±2.61 / 88.21 ms β 87.53 / 91.85 Β±2.35 / 94.27 ms β 1.11x slower β β QQuery 67 β 241.06 / 246.08 Β±4.82 / 255.13 ms β 295.25 / 301.02 Β±5.25 / 310.25 ms β 1.22x slower β β QQuery 68 β 12.04 / 12.21 Β±0.11 / 12.30 ms β 14.07 / 14.99 Β±1.36 / 17.69 ms β 1.23x slower β β QQuery 69 β 57.32 / 59.98 Β±4.62 / 69.20 ms β 61.60 / 62.97 Β±1.17 / 64.47 ms β no change β β QQuery 70 β 104.86 / 108.58 Β±3.57 / 114.97 ms β 114.85 / 120.30 Β±4.52 / 128.08 ms β 1.11x slower β β QQuery 71 β 35.47 / 35.92 Β±0.37 / 36.41 ms β 39.97 / 41.61 Β±1.39 / 43.88 ms β 1.16x slower β β QQuery 72 β 1816.42 / 2026.01 Β±201.98 / 2389.08 ms β 1713.84 / 1810.14 Β±107.99 / 2008.13 ms β +1.12x faster β β QQuery 73 β 10.38 / 10.82 Β±0.29 / 11.27 ms β 10.00 / 10.36 Β±0.44 / 11.22 ms β no change β β QQuery 74 β 172.32 / 182.73 Β±9.45 / 196.27 ms β 188.32 / 190.46 Β±1.57 / 193.21 ms β no change β β QQuery 75 β 146.10 / 148.12 Β±2.49 / 152.88 ms β 158.46 / 160.70 Β±2.38 / 164.92 ms β 1.08x slower β β QQuery 76 β 35.22 / 35.41 Β±0.11 / 35.57 ms β 38.28 / 38.57 Β±0.40 / 39.36 ms β 1.09x slower β β QQuery 77 β 61.68 / 63.52 Β±3.21 / 69.92 ms β 62.85 / 65.23 Β±2.63 / 70.07 ms β no change β β QQuery 78 β 221.04 / 226.52 Β±5.99 / 236.15 ms β 226.17 / 227.74 Β±2.08 / 231.75 ms β no change β β QQuery 79 β 66.49 / 66.87 Β±0.22 / 67.14 ms β 67.99 / 68.18 Β±0.14 / 68.36 ms β no change β β QQuery 80 β 97.68 / 99.60 Β±1.51 / 101.01 ms β 105.28 / 109.26 Β±2.41 / 112.58 ms β 1.10x slower β β QQuery 81 β 25.46 / 27.07 Β±2.46 / 31.97 ms β 31.25 / 31.67 Β±0.36 / 32.18 ms β 1.17x slower β β QQuery 82 β 16.50 / 17.01 Β±0.60 / 17.99 ms β 18.36 / 18.51 Β±0.12 / 18.68 ms β 1.09x slower β β QQuery 83 β 34.02 / 34.39 Β±0.25 / 34.78 ms β 38.47 / 38.74 Β±0.21 / 39.12 ms β 1.13x slower β β QQuery 84 β 29.36 / 29.65 Β±0.21 / 29.98 ms β 31.52 / 32.86 Β±1.66 / 36.02 ms β 1.11x slower β β QQuery 85 β 101.46 / 105.65 Β±4.48 / 114.31 ms β 112.00 / 113.86 Β±2.04 / 116.59 ms β 1.08x slower β β QQuery 86 β 25.79 / 26.65 Β±1.13 / 28.85 ms β 29.14 / 29.56 Β±0.34 / 30.04 ms β 1.11x slower β β QQuery 87 β 62.09 / 63.24 Β±0.88 / 64.41 ms β 75.57 / 76.71 Β±0.82 / 77.70 ms β 1.21x slower β β QQuery 88 β 63.25 / 64.85 Β±1.41 / 67.39 ms β 67.90 / 69.90 Β±1.64 / 71.83 ms β 1.08x slower β β QQuery 89 β 36.03 / 36.68 Β±0.51 / 37.52 ms β 39.13 / 40.25 Β±0.69 / 40.99 ms β 1.10x slower β β QQuery 90 β 17.02 / 17.24 Β±0.17 / 17.49 ms β 18.74 / 19.06 Β±0.17 / 19.24 ms β 1.11x slower β β QQuery 91 β 44.87 / 46.28 Β±1.12 / 48.31 ms β 48.21 / 48.83 Β±0.35 / 49.21 ms β 1.06x slower β β QQuery 92 β 29.19 / 30.13 Β±0.65 / 31.04 ms β 33.45 / 33.68 Β±0.23 / 34.00 ms β 1.12x slower β β QQuery 93 β 49.23 / 50.93 Β±1.06 / 52.13 ms β 52.18 / 54.79 Β±3.26 / 61.20 ms β 1.08x slower β β QQuery 94 β 38.19 / 38.92 Β±0.44 / 39.46 ms β 40.89 / 41.13 Β±0.14 / 41.26 ms β 1.06x slower β β QQuery 95 β 80.81 / 81.79 Β±1.18 / 83.93 ms β 83.90 / 85.08 Β±0.73 / 85.96 ms β no change β β QQuery 96 β 23.68 / 23.99 Β±0.20 / 24.29 ms β 24.76 / 25.66 Β±1.51 / 28.67 ms β 1.07x slower β β QQuery 97 β 51.76 / 53.25 Β±1.14 / 55.06 ms β 58.60 / 59.75 Β±0.73 / 60.58 ms β 1.12x slower β β QQuery 98 β 42.79 / 44.87 Β±3.12 / 51.08 ms β 44.69 / 45.55 Β±0.66 / 46.66 ms β no change β β QQuery 99 β 70.17 / 70.72 Β±0.41 / 71.32 ms β 72.81 / 73.48 Β±0.91 / 75.28 ms β no change β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9866.19ms β β Total Time (add-blocks-impl-from-scratch) β 10070.78ms β β Average Time (HEAD) β 99.66ms β β Average Time (add-blocks-impl-from-scratch) β 101.73ms β β Queries Faster β 7 β β Queries Slower β 53 β β Queries with No Change β 39 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 | 50.0s | | Peak memory | 1.8 GiB | | Avg memory | 1.4 GiB | | CPU user | 216.9s | | CPU sys | 5.8s | | Peak spill | 0 B | **tpcds β branch** | Metric | Value | |--------|-------| | Wall time | 55.0s | | Peak memory | 2.2 GiB | | Avg memory | 1.5 GiB | | CPU user | 207.7s | | CPU sys | 14.3s | | 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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