adriangbot commented on PR #24928: URL: https://github.com/apache/datafusion/pull/24928#issuecomment-5607213178
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24928#issuecomment-5606968809) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing add-blocks-impl-from-scratch (78834e5c171e681f0583ed57d7315b46e64ef40f) to 4048898 (merge-base) [diff](https://github.com/apache/datafusion/compare/40488988ad596c9b093ad60e1453430d803ce33c..78834e5c171e681f0583ed57d7315b46e64ef40f) <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 5.52 ms β 6.34 ms β 1.15x slower β β QQuery 2 β 79.20 ms β 85.30 ms β 1.08x slower β β QQuery 3 β 28.48 ms β 29.77 ms β no change β β QQuery 4 β 465.00 ms β 491.42 ms β 1.06x slower β β QQuery 5 β 51.61 ms β 51.88 ms β no change β β QQuery 6 β 35.09 ms β 35.28 ms β no change β β QQuery 7 β 74.88 ms β 74.10 ms β no change β β QQuery 8 β 35.51 ms β 36.20 ms β no change β β QQuery 9 β 53.89 ms β 53.33 ms β no change β β QQuery 10 β 62.49 ms β 62.17 ms β no change β β QQuery 11 β 287.07 ms β 347.73 ms β 1.21x slower β β QQuery 12 β 28.14 ms β 29.79 ms β 1.06x slower β β QQuery 13 β 117.36 ms β 121.85 ms β no change β β QQuery 14 β 417.43 ms β 432.34 ms β no change β β QQuery 15 β 56.49 ms β 62.66 ms β 1.11x slower β β QQuery 16 β 6.65 ms β 7.53 ms β 1.13x slower β β QQuery 17 β 79.28 ms β 82.27 ms β no change β β QQuery 18 β 103.05 ms β 110.87 ms β 1.08x slower β β QQuery 19 β 40.83 ms β 43.48 ms β 1.06x slower β β QQuery 20 β 34.97 ms β 38.69 ms β 1.11x slower β β QQuery 21 β 16.81 ms β 17.54 ms β no change β β QQuery 22 β 62.47 ms β 70.53 ms β 1.13x slower β β QQuery 23 β 303.52 ms β 359.86 ms β 1.19x slower β β QQuery 24 β 190.20 ms β 214.66 ms β 1.13x slower β β QQuery 25 β 108.41 ms β 115.48 ms β 1.07x slower β β QQuery 26 β 48.60 ms β 50.86 ms β no change β β QQuery 27 β 6.02 ms β 6.84 ms β 1.14x slower β β QQuery 28 β 60.40 ms β 58.83 ms β no change β β QQuery 29 β 95.58 ms β 101.72 ms β 1.06x slower β β QQuery 30 β 31.89 ms β 34.62 ms β 1.09x slower β β QQuery 31 β 109.27 ms β 118.05 ms β 1.08x slower β β QQuery 32 β 19.88 ms β 22.22 ms β 1.12x slower β β QQuery 33 β 37.07 ms β 39.87 ms β 1.08x slower β β QQuery 34 β 9.72 ms β 10.79 ms β 1.11x slower β β QQuery 35 β 71.92 ms β 78.66 ms β 1.09x slower β β QQuery 36 β 5.68 ms β 6.16 ms β 1.08x slower β β QQuery 37 β 6.67 ms β 7.05 ms β 1.06x slower β β QQuery 38 β 60.91 ms β 69.11 ms β 1.13x slower β β QQuery 39 β 88.54 ms β 103.08 ms β 1.16x slower β β QQuery 40 β 23.17 ms β 26.02 ms β 1.12x slower β β QQuery 41 β 11.24 ms β 12.23 ms β 1.09x slower β β QQuery 42 β 23.33 ms β 24.85 ms β 1.07x slower β β QQuery 43 β 5.19 ms β 5.55 ms β 1.07x slower β β QQuery 44 β 9.49 ms β 9.96 ms β 1.05x slower β β QQuery 45 β 38.03 ms β 42.72 ms β 1.12x slower β β QQuery 46 β 11.77 ms β 12.36 ms β no change β β QQuery 47 β 219.66 ms β 259.75 ms β 1.18x slower β β QQuery 48 β 94.70 ms β 98.57 ms β no change β β QQuery 49 β 69.91 ms β 74.15 ms β 1.06x slower β β QQuery 50 β 60.18 ms β 61.19 ms β no change β β QQuery 51 β 92.98 ms β 93.76 ms β no change β β QQuery 52 β 24.71 ms β 25.13 ms β no change β β QQuery 53 β 30.00 ms β 29.65 ms β no change β β QQuery 54 β 55.87 ms β 57.47 ms β no change β β QQuery 55 β 24.17 ms β 24.44 ms β no change β β QQuery 56 β 40.09 ms β 40.98 ms β no change β β QQuery 57 β 181.28 ms β 190.49 ms β 1.05x slower β β QQuery 58 β 113.44 ms β 115.67 ms β no change β β QQuery 59 β 117.23 ms β 127.48 ms β 1.09x slower β β QQuery 60 β 40.37 ms β 40.82 ms β no change β β QQuery 61 β 12.84 ms β 13.52 ms β 1.05x slower β β QQuery 62 β 47.77 ms β 49.08 ms β no change β β QQuery 63 β 30.11 ms β 30.20 ms β no change β β QQuery 64 β 385.31 ms β 386.87 ms β no change β β QQuery 65 β 124.91 ms β 134.80 ms β 1.08x slower β β QQuery 66 β 81.03 ms β 84.80 ms β no change β β QQuery 67 β 264.96 ms β 275.52 ms β no change β β QQuery 68 β 12.56 ms β 13.13 ms β no change β β QQuery 69 β 58.62 ms β 59.02 ms β no change β β QQuery 70 β 109.38 ms β 112.43 ms β no change β β QQuery 71 β 36.01 ms β 36.68 ms β no change β β QQuery 72 β 1907.51 ms β 1887.64 ms β no change β β QQuery 73 β 10.54 ms β 9.82 ms β +1.07x faster β β QQuery 74 β 196.12 ms β 175.46 ms β +1.12x faster β β QQuery 75 β 150.88 ms β 148.59 ms β no change β β QQuery 76 β 36.86 ms β 35.33 ms β no change β β QQuery 77 β 62.67 ms β 61.63 ms β no change β β QQuery 78 β 242.10 ms β 207.49 ms β +1.17x faster β β QQuery 79 β 69.15 ms β 66.20 ms β no change β β QQuery 80 β 102.75 ms β 99.36 ms β no change β β QQuery 81 β 27.45 ms β 25.90 ms β +1.06x faster β β QQuery 82 β 17.04 ms β 16.26 ms β no change β β QQuery 83 β 34.97 ms β 34.09 ms β no change β β QQuery 84 β 30.42 ms β 29.42 ms β no change β β QQuery 85 β 105.07 ms β 102.13 ms β no change β β QQuery 86 β 27.37 ms β 24.91 ms β +1.10x faster β β QQuery 87 β 67.66 ms β 63.83 ms β +1.06x faster β β QQuery 88 β 64.65 ms β 63.34 ms β no change β β QQuery 89 β 36.83 ms β 35.40 ms β no change β β QQuery 90 β 17.91 ms β 17.14 ms β no change β β QQuery 91 β 46.09 ms β 44.50 ms β no change β β QQuery 92 β 30.14 ms β 28.90 ms β no change β β QQuery 93 β 50.71 ms β 49.85 ms β no change β β QQuery 94 β 38.68 ms β 37.78 ms β no change β β QQuery 95 β 83.94 ms β 80.79 ms β no change β β QQuery 96 β 24.37 ms β 23.76 ms β no change β β QQuery 97 β 53.74 ms β 54.93 ms β no change β β QQuery 98 β 43.04 ms β 42.53 ms β no change β β QQuery 99 β 70.59 ms β 70.99 ms β no change β βββββββββββββ΄βββββββββββββ΄βββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9496.11ms β β Total Time (add-blocks-impl-from-scratch) β 9796.18ms β β Average Time (HEAD) β 95.92ms β β Average Time (add-blocks-impl-from-scratch) β 98.95ms β β Queries Faster β 6 β β Queries Slower β 38 β β Queries with No Change β 55 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 -------------------- βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β add-blocks-impl-from-scratch β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.52 / 6.08 Β±0.95 / 7.97 ms β 6.34 / 6.84 Β±0.90 / 8.65 ms β 1.12x slower β β QQuery 2 β 79.20 / 80.19 Β±1.03 / 82.15 ms β 85.30 / 85.94 Β±0.42 / 86.46 ms β 1.07x slower β β QQuery 3 β 28.48 / 28.89 Β±0.26 / 29.23 ms β 29.77 / 30.15 Β±0.24 / 30.50 ms β no change β β QQuery 4 β 465.00 / 474.60 Β±9.54 / 492.85 ms β 491.42 / 535.23 Β±22.78 / 554.14 ms β 1.13x slower β β QQuery 5 β 51.61 / 54.83 Β±4.36 / 63.34 ms β 51.88 / 52.28 Β±0.32 / 52.72 ms β no change β β QQuery 6 β 35.09 / 35.96 Β±0.57 / 36.86 ms β 35.28 / 35.93 Β±0.46 / 36.63 ms β no change β β QQuery 7 β 74.88 / 75.31 Β±0.31 / 75.73 ms β 74.10 / 75.59 Β±1.75 / 78.85 ms β no change β β QQuery 8 β 35.51 / 35.92 Β±0.30 / 36.39 ms β 36.20 / 36.67 Β±0.50 / 37.62 ms β no change β β QQuery 9 β 53.89 / 56.55 Β±3.31 / 62.97 ms β 53.33 / 54.04 Β±0.71 / 55.37 ms β no change β β QQuery 10 β 62.49 / 62.70 Β±0.27 / 63.24 ms β 62.17 / 63.74 Β±1.22 / 65.13 ms β no change β β QQuery 11 β 287.07 / 289.34 Β±1.88 / 292.45 ms β 347.73 / 353.22 Β±3.83 / 358.46 ms β 1.22x slower β β QQuery 12 β 28.14 / 30.42 Β±2.22 / 34.61 ms β 29.79 / 30.52 Β±0.61 / 31.38 ms β no change β β QQuery 13 β 117.36 / 118.20 Β±0.95 / 119.92 ms β 121.85 / 123.75 Β±2.06 / 127.56 ms β no change β β QQuery 14 β 417.43 / 422.01 Β±5.93 / 433.59 ms β 432.34 / 437.48 Β±4.29 / 444.95 ms β no change β β QQuery 15 β 56.49 / 57.38 Β±1.53 / 60.42 ms β 62.66 / 65.16 Β±1.63 / 67.42 ms β 1.14x slower β β QQuery 16 β 6.65 / 6.75 Β±0.08 / 6.84 ms β 7.53 / 8.98 Β±2.61 / 14.17 ms β 1.33x slower β β QQuery 17 β 79.28 / 80.02 Β±0.70 / 81.22 ms β 82.27 / 84.62 Β±2.10 / 88.52 ms β 1.06x slower β β QQuery 18 β 103.05 / 104.21 Β±0.88 / 105.23 ms β 110.87 / 111.60 Β±0.83 / 113.22 ms β 1.07x slower β β QQuery 19 β 40.83 / 41.07 Β±0.27 / 41.55 ms β 43.48 / 45.22 Β±1.53 / 47.68 ms β 1.10x slower β β QQuery 20 β 34.97 / 35.49 Β±0.30 / 35.80 ms β 38.69 / 39.58 Β±0.71 / 40.78 ms β 1.12x slower β β QQuery 21 β 16.81 / 17.01 Β±0.12 / 17.14 ms β 17.54 / 18.27 Β±0.45 / 18.83 ms β 1.07x slower β β QQuery 22 β 62.47 / 62.96 Β±0.55 / 63.96 ms β 70.53 / 72.07 Β±0.98 / 73.63 ms β 1.14x slower β β QQuery 23 β 303.52 / 308.68 Β±3.32 / 313.90 ms β 359.86 / 370.55 Β±6.14 / 378.92 ms β 1.20x slower β β QQuery 24 β 190.20 / 193.26 Β±3.65 / 200.20 ms β 214.66 / 219.31 Β±5.32 / 228.85 ms β 1.13x slower β β QQuery 25 β 108.41 / 110.27 Β±1.72 / 113.44 ms β 115.48 / 117.82 Β±2.20 / 121.91 ms β 1.07x slower β β QQuery 26 β 48.60 / 49.15 Β±0.58 / 50.25 ms β 50.86 / 51.14 Β±0.24 / 51.51 ms β no change β β QQuery 27 β 6.02 / 6.14 Β±0.12 / 6.36 ms β 6.84 / 7.06 Β±0.16 / 7.31 ms β 1.15x slower β β QQuery 28 β 60.40 / 60.66 Β±0.23 / 61.03 ms β 58.83 / 61.47 Β±1.88 / 63.28 ms β no change β β QQuery 29 β 95.58 / 98.55 Β±2.74 / 103.30 ms β 101.72 / 106.62 Β±7.23 / 120.91 ms β 1.08x slower β β QQuery 30 β 31.89 / 32.65 Β±0.59 / 33.38 ms β 34.62 / 35.24 Β±0.50 / 36.12 ms β 1.08x slower β β QQuery 31 β 109.27 / 110.40 Β±1.51 / 113.37 ms β 118.05 / 121.44 Β±3.44 / 127.53 ms β 1.10x slower β β QQuery 32 β 19.88 / 20.26 Β±0.43 / 21.09 ms β 22.22 / 22.65 Β±0.49 / 23.30 ms β 1.12x slower β β QQuery 33 β 37.07 / 37.77 Β±0.41 / 38.20 ms β 39.87 / 40.13 Β±0.35 / 40.82 ms β 1.06x slower β β QQuery 34 β 9.72 / 10.07 Β±0.33 / 10.62 ms β 10.79 / 11.15 Β±0.38 / 11.74 ms β 1.11x slower β β QQuery 35 β 71.92 / 72.44 Β±0.35 / 73.00 ms β 78.66 / 81.46 Β±4.52 / 90.47 ms β 1.12x slower β β QQuery 36 β 5.68 / 5.81 Β±0.14 / 6.09 ms β 6.16 / 6.50 Β±0.19 / 6.72 ms β 1.12x slower β β QQuery 37 β 6.67 / 6.76 Β±0.08 / 6.89 ms β 7.05 / 7.41 Β±0.23 / 7.79 ms β 1.10x slower β β QQuery 38 β 60.91 / 62.91 Β±2.11 / 66.48 ms β 69.11 / 70.70 Β±1.47 / 73.42 ms β 1.12x slower β β QQuery 39 β 88.54 / 89.77 Β±1.27 / 91.94 ms β 103.08 / 105.52 Β±1.80 / 107.82 ms β 1.18x slower β β QQuery 40 β 23.17 / 23.49 Β±0.21 / 23.77 ms β 26.02 / 29.02 Β±3.44 / 35.73 ms β 1.24x slower β β QQuery 41 β 11.24 / 11.38 Β±0.11 / 11.50 ms β 12.23 / 12.36 Β±0.07 / 12.42 ms β 1.09x slower β β QQuery 42 β 23.33 / 23.65 Β±0.34 / 24.31 ms β 24.85 / 25.67 Β±0.65 / 26.42 ms β 1.09x slower β β QQuery 43 β 5.19 / 5.29 Β±0.12 / 5.53 ms β 5.55 / 5.71 Β±0.15 / 5.98 ms β 1.08x slower β β QQuery 44 β 9.49 / 9.54 Β±0.05 / 9.64 ms β 9.96 / 10.23 Β±0.19 / 10.50 ms β 1.07x slower β β QQuery 45 β 38.03 / 39.23 Β±1.35 / 41.81 ms β 42.72 / 43.59 Β±0.80 / 44.60 ms β 1.11x slower β β QQuery 46 β 11.77 / 12.39 Β±0.38 / 12.90 ms β 12.36 / 12.70 Β±0.25 / 13.12 ms β no change β β QQuery 47 β 219.66 / 223.17 Β±2.52 / 227.38 ms β 259.75 / 266.01 Β±5.69 / 273.35 ms β 1.19x slower β β QQuery 48 β 94.70 / 95.30 Β±0.63 / 96.22 ms β 98.57 / 101.66 Β±4.41 / 110.38 ms β 1.07x slower β β QQuery 49 β 69.91 / 72.82 Β±2.94 / 78.21 ms β 74.15 / 75.19 Β±0.74 / 76.07 ms β no change β β QQuery 50 β 60.18 / 60.48 Β±0.30 / 61.01 ms β 61.19 / 64.22 Β±3.04 / 69.76 ms β 1.06x slower β β QQuery 51 β 92.98 / 94.51 Β±0.91 / 95.34 ms β 93.76 / 97.42 Β±2.15 / 100.53 ms β no change β β QQuery 52 β 24.71 / 24.94 Β±0.18 / 25.22 ms β 25.13 / 25.51 Β±0.34 / 26.06 ms β no change β β QQuery 53 β 30.00 / 32.54 Β±4.20 / 40.90 ms β 29.65 / 30.08 Β±0.24 / 30.27 ms β +1.08x faster β β QQuery 54 β 55.87 / 56.77 Β±0.74 / 58.10 ms β 57.47 / 60.42 Β±5.29 / 70.99 ms β 1.06x slower β β QQuery 55 β 24.17 / 24.75 Β±0.72 / 26.16 ms β 24.44 / 25.02 Β±0.54 / 25.97 ms β no change β β QQuery 56 β 40.09 / 40.59 Β±0.52 / 41.52 ms β 40.98 / 41.72 Β±0.55 / 42.47 ms β no change β β QQuery 57 β 181.28 / 183.66 Β±2.83 / 189.18 ms β 190.49 / 193.86 Β±2.55 / 198.21 ms β 1.06x slower β β QQuery 58 β 113.44 / 115.00 Β±1.23 / 117.19 ms β 115.67 / 118.17 Β±3.01 / 123.63 ms β no change β β QQuery 59 β 117.23 / 118.93 Β±1.13 / 120.72 ms β 127.48 / 128.74 Β±1.07 / 130.68 ms β 1.08x slower β β QQuery 60 β 40.37 / 42.24 Β±3.17 / 48.56 ms β 40.82 / 41.59 Β±0.43 / 42.15 ms β no change β β QQuery 61 β 12.84 / 13.07 Β±0.12 / 13.18 ms β 13.52 / 15.22 Β±2.74 / 20.64 ms β 1.17x slower β β QQuery 62 β 47.77 / 47.90 Β±0.11 / 48.04 ms β 49.08 / 49.60 Β±0.65 / 50.87 ms β no change β β QQuery 63 β 30.11 / 30.33 Β±0.23 / 30.72 ms β 30.20 / 30.67 Β±0.56 / 31.37 ms β no change β β QQuery 64 β 385.31 / 388.72 Β±2.94 / 393.66 ms β 386.87 / 395.79 Β±6.74 / 407.06 ms β no change β β QQuery 65 β 124.91 / 129.67 Β±3.72 / 135.16 ms β 134.80 / 138.59 Β±3.21 / 142.69 ms β 1.07x slower β β QQuery 66 β 81.03 / 84.51 Β±1.76 / 85.82 ms β 84.80 / 85.65 Β±0.59 / 86.28 ms β no change β β QQuery 67 β 264.96 / 271.30 Β±6.08 / 282.10 ms β 275.52 / 280.56 Β±4.24 / 288.09 ms β no change β β QQuery 68 β 12.56 / 12.69 Β±0.18 / 13.04 ms β 13.13 / 13.75 Β±0.84 / 15.40 ms β 1.08x slower β β QQuery 69 β 58.62 / 60.49 Β±2.04 / 64.45 ms β 59.02 / 63.30 Β±6.58 / 76.35 ms β no change β β QQuery 70 β 109.38 / 111.13 Β±1.55 / 112.88 ms β 112.43 / 114.75 Β±3.26 / 121.12 ms β no change β β QQuery 71 β 36.01 / 36.26 Β±0.23 / 36.64 ms β 36.68 / 38.11 Β±1.33 / 40.25 ms β 1.05x slower β β QQuery 72 β 1907.51 / 1941.37 Β±48.71 / 2037.27 ms β 1887.64 / 2008.16 Β±89.14 / 2127.37 ms β no change β β QQuery 73 β 10.54 / 11.32 Β±0.67 / 12.29 ms β 9.82 / 12.90 Β±4.04 / 20.85 ms β 1.14x slower β β QQuery 74 β 196.12 / 199.34 Β±2.99 / 204.15 ms β 175.46 / 177.00 Β±1.62 / 180.01 ms β +1.13x faster β β QQuery 75 β 150.88 / 155.36 Β±4.85 / 164.60 ms β 148.59 / 150.99 Β±3.52 / 157.86 ms β no change β β QQuery 76 β 36.86 / 37.51 Β±0.53 / 38.27 ms β 35.33 / 36.15 Β±0.99 / 38.08 ms β no change β β QQuery 77 β 62.67 / 63.46 Β±0.75 / 64.45 ms β 61.63 / 62.00 Β±0.32 / 62.40 ms β no change β β QQuery 78 β 242.10 / 255.03 Β±14.16 / 279.15 ms β 207.49 / 213.91 Β±10.33 / 234.43 ms β +1.19x faster β β QQuery 79 β 69.15 / 71.02 Β±0.98 / 72.07 ms β 66.20 / 66.70 Β±0.40 / 67.31 ms β +1.06x faster β β QQuery 80 β 102.75 / 108.85 Β±8.54 / 125.79 ms β 99.36 / 101.80 Β±3.36 / 108.33 ms β +1.07x faster β β QQuery 81 β 27.45 / 28.53 Β±1.75 / 32.03 ms β 25.90 / 26.42 Β±0.54 / 27.14 ms β +1.08x faster β β QQuery 82 β 17.04 / 17.42 Β±0.38 / 18.08 ms β 16.26 / 16.66 Β±0.34 / 17.23 ms β no change β β QQuery 83 β 34.97 / 35.41 Β±0.31 / 35.84 ms β 34.09 / 34.29 Β±0.14 / 34.47 ms β no change β β QQuery 84 β 30.42 / 30.90 Β±0.39 / 31.51 ms β 29.42 / 29.56 Β±0.19 / 29.91 ms β no change β β QQuery 85 β 105.07 / 107.92 Β±3.74 / 115.24 ms β 102.13 / 105.37 Β±2.93 / 110.58 ms β no change β β QQuery 86 β 27.37 / 28.69 Β±1.27 / 31.06 ms β 24.91 / 25.42 Β±0.34 / 25.83 ms β +1.13x faster β β QQuery 87 β 67.66 / 69.18 Β±1.52 / 71.77 ms β 63.83 / 64.72 Β±0.47 / 65.21 ms β +1.07x faster β β QQuery 88 β 64.65 / 65.28 Β±0.75 / 66.70 ms β 63.34 / 64.52 Β±1.65 / 67.77 ms β no change β β QQuery 89 β 36.83 / 38.80 Β±3.15 / 45.05 ms β 35.40 / 38.61 Β±4.84 / 48.25 ms β no change β β QQuery 90 β 17.91 / 19.02 Β±1.14 / 21.16 ms β 17.14 / 17.46 Β±0.20 / 17.71 ms β +1.09x faster β β QQuery 91 β 46.09 / 46.47 Β±0.26 / 46.77 ms β 44.50 / 45.39 Β±0.84 / 46.55 ms β no change β β QQuery 92 β 30.14 / 30.95 Β±0.58 / 31.86 ms β 28.90 / 29.74 Β±1.14 / 31.95 ms β no change β β QQuery 93 β 50.71 / 51.93 Β±0.78 / 53.18 ms β 49.85 / 50.39 Β±0.33 / 50.83 ms β no change β β QQuery 94 β 38.68 / 40.91 Β±1.58 / 43.29 ms β 37.78 / 39.34 Β±1.52 / 41.56 ms β no change β β QQuery 95 β 83.94 / 84.90 Β±0.88 / 86.22 ms β 80.79 / 83.13 Β±3.22 / 89.52 ms β no change β β QQuery 96 β 24.37 / 24.65 Β±0.22 / 24.96 ms β 23.76 / 24.13 Β±0.29 / 24.58 ms β no change β β QQuery 97 β 53.74 / 55.14 Β±1.10 / 56.64 ms β 54.93 / 56.13 Β±0.91 / 57.59 ms β no change β β QQuery 98 β 43.04 / 45.53 Β±1.31 / 46.78 ms β 42.53 / 42.93 Β±0.30 / 43.21 ms β +1.06x faster β β QQuery 99 β 70.59 / 71.76 Β±1.50 / 74.64 ms β 70.99 / 73.06 Β±3.90 / 80.85 ms β no change β βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9684.78ms β β Total Time (add-blocks-impl-from-scratch) β 10134.84ms β β Average Time (HEAD) β 97.83ms β β Average Time (add-blocks-impl-from-scratch) β 102.37ms β β Queries Faster β 10 β β Queries Slower β 44 β β Queries with No Change β 45 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 | 2.2 GiB | | Avg memory | 1.5 GiB | | CPU user | 213.7s | | CPU sys | 5.6s | | Peak spill | 0 B | **tpcds β branch** | Metric | Value | |--------|-------| | Wall time | 55.0s | | Peak memory | 2.0 GiB | | Avg memory | 1.3 GiB | | CPU user | 221.6s | | CPU sys | 6.2s | | 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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