adriangbot commented on PR #24227: URL: https://github.com/apache/datafusion/pull/24227#issuecomment-5364966534
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24227#issuecomment-5364868497) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing rich-T-kid/introduce-rle-parquet-flag (f09f1555c30e2f0b88db32a80d7bcd87062bcc5d) to 8332cfa (merge-base) [diff](https://github.com/apache/datafusion/compare/8332cfafb37aa9209eacdbb098afc3e4bcd7f59a..f09f1555c30e2f0b88db32a80d7bcd87062bcc5d) <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 rich-T-kid_introduce-rle-parquet-flag -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β rich-T-kid_introduce-rle-parquet-flag β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.82 ms β 5.71 ms β no change β β QQuery 2 β 81.08 ms β 81.97 ms β no change β β QQuery 3 β 29.28 ms β 28.81 ms β no change β β QQuery 4 β 477.86 ms β 648.14 ms β 1.36x slower β β QQuery 5 β 52.42 ms β 52.10 ms β no change β β QQuery 6 β 36.20 ms β 34.86 ms β no change β β QQuery 7 β 93.76 ms β 95.60 ms β no change β β QQuery 8 β 36.99 ms β 37.03 ms β no change β β QQuery 9 β 51.00 ms β 52.62 ms β no change β β QQuery 10 β 63.31 ms β 63.56 ms β no change β β QQuery 11 β 318.79 ms β 433.00 ms β 1.36x slower β β QQuery 12 β 29.05 ms β 25.98 ms β +1.12x faster β β QQuery 13 β 116.81 ms β 118.22 ms β no change β β QQuery 14 β 414.22 ms β 418.70 ms β no change β β QQuery 15 β 57.00 ms β 67.17 ms β 1.18x slower β β QQuery 16 β 6.70 ms β 7.42 ms β 1.11x slower β β QQuery 17 β 79.63 ms β 81.83 ms β no change β β QQuery 18 β 122.77 ms β 125.06 ms β no change β β QQuery 19 β 41.16 ms β 41.77 ms β no change β β QQuery 20 β 35.29 ms β 30.95 ms β +1.14x faster β β QQuery 21 β 17.16 ms β 17.04 ms β no change β β QQuery 22 β 62.70 ms β 72.31 ms β 1.15x slower β β QQuery 23 β 341.24 ms β 339.19 ms β no change β β QQuery 24 β 222.15 ms β 222.82 ms β no change β β QQuery 25 β 109.81 ms β 109.28 ms β no change β β QQuery 26 β 57.83 ms β 58.42 ms β no change β β QQuery 27 β 6.32 ms β 6.79 ms β 1.07x slower β β QQuery 28 β 55.76 ms β 60.38 ms β 1.08x slower β β QQuery 29 β 96.44 ms β 97.22 ms β no change β β QQuery 30 β 32.78 ms β 38.92 ms β 1.19x slower β β QQuery 31 β 110.02 ms β 116.00 ms β 1.05x slower β β QQuery 32 β 20.34 ms β 20.00 ms β no change β β QQuery 33 β 37.75 ms β 37.61 ms β no change β β QQuery 34 β 9.96 ms β 9.62 ms β no change β β QQuery 35 β 72.55 ms β 73.00 ms β no change β β QQuery 36 β 6.07 ms β 6.31 ms β no change β β QQuery 37 β 6.88 ms β 7.77 ms β 1.13x slower β β QQuery 38 β 61.81 ms β 77.80 ms β 1.26x slower β β QQuery 39 β 90.34 ms β 89.73 ms β no change β β QQuery 40 β 23.17 ms β 23.70 ms β no change β β QQuery 41 β 11.35 ms β 12.59 ms β 1.11x slower β β QQuery 42 β 23.54 ms β 23.76 ms β no change β β QQuery 43 β 5.44 ms β 5.85 ms β 1.07x slower β β QQuery 44 β 9.57 ms β 9.92 ms β no change β β QQuery 45 β 37.72 ms β 37.16 ms β no change β β QQuery 46 β 11.96 ms β 11.95 ms β no change β β QQuery 47 β 224.47 ms β 212.51 ms β +1.06x faster β β QQuery 48 β 95.41 ms β 96.17 ms β no change β β QQuery 49 β 78.70 ms β 76.06 ms β no change β β QQuery 50 β 62.03 ms β 59.35 ms β no change β β QQuery 51 β 96.67 ms β 92.03 ms β no change β β QQuery 52 β 25.37 ms β 23.85 ms β +1.06x faster β β QQuery 53 β 30.78 ms β 28.83 ms β +1.07x faster β β QQuery 54 β 57.35 ms β 53.90 ms β +1.06x faster β β QQuery 55 β 24.68 ms β 23.36 ms β +1.06x faster β β QQuery 56 β 41.37 ms β 38.76 ms β +1.07x faster β β QQuery 57 β 188.44 ms β 163.02 ms β +1.16x faster β β QQuery 58 β 119.06 ms β 109.04 ms β +1.09x faster β β QQuery 59 β 122.99 ms β 115.50 ms β +1.06x faster β β QQuery 60 β 41.85 ms β 39.32 ms β +1.06x faster β β QQuery 61 β 13.51 ms β 14.07 ms β no change β β QQuery 62 β 49.04 ms β 48.57 ms β no change β β QQuery 63 β 31.18 ms β 31.12 ms β no change β β QQuery 64 β 407.80 ms β 444.77 ms β 1.09x slower β β QQuery 65 β 124.63 ms β 133.45 ms β 1.07x slower β β QQuery 66 β 81.53 ms β 87.86 ms β 1.08x slower β β QQuery 67 β 234.88 ms β 288.71 ms β 1.23x slower β β QQuery 68 β 12.26 ms β 13.47 ms β 1.10x slower β β QQuery 69 β 57.06 ms β 61.15 ms β 1.07x slower β β QQuery 70 β 105.64 ms β 109.70 ms β no change β β QQuery 71 β 34.99 ms β 37.55 ms β 1.07x slower β β QQuery 72 β 1934.24 ms β 1829.61 ms β +1.06x faster β β QQuery 73 β 9.88 ms β 10.24 ms β no change β β QQuery 74 β 167.27 ms β 234.36 ms β 1.40x slower β β QQuery 75 β 146.53 ms β 163.35 ms β 1.11x slower β β QQuery 76 β 34.87 ms β 36.09 ms β no change β β QQuery 77 β 60.60 ms β 61.97 ms β no change β β QQuery 78 β 195.66 ms β 197.02 ms β no change β β QQuery 79 β 66.58 ms β 67.57 ms β no change β β QQuery 80 β 99.18 ms β 102.62 ms β no change β β QQuery 81 β 25.89 ms β 30.63 ms β 1.18x slower β β QQuery 82 β 16.21 ms β 17.34 ms β 1.07x slower β β QQuery 83 β 39.43 ms β 40.41 ms β no change β β QQuery 84 β 29.73 ms β 33.06 ms β 1.11x slower β β QQuery 85 β 105.92 ms β 110.50 ms β no change β β QQuery 86 β 25.04 ms β 25.81 ms β no change β β QQuery 87 β 62.00 ms β 78.24 ms β 1.26x slower β β QQuery 88 β 62.64 ms β 63.43 ms β no change β β QQuery 89 β 35.13 ms β 36.27 ms β no change β β QQuery 90 β 17.03 ms β 17.11 ms β no change β β QQuery 91 β 45.48 ms β 46.55 ms β no change β β QQuery 92 β 28.80 ms β 29.12 ms β no change β β QQuery 93 β 48.78 ms β 49.66 ms β no change β β QQuery 94 β 37.74 ms β 37.36 ms β no change β β QQuery 95 β 79.77 ms β 80.01 ms β no change β β QQuery 96 β 23.61 ms β 23.64 ms β no change β β QQuery 97 β 46.98 ms β 46.93 ms β no change β β QQuery 98 β 42.90 ms β 38.17 ms β +1.12x faster β β QQuery 99 β 69.76 ms β 69.46 ms β no change β βββββββββββββ΄βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9609.17ms β β Total Time (rich-T-kid_introduce-rle-parquet-flag) β 10014.31ms β β Average Time (HEAD) β 97.06ms β β Average Time (rich-T-kid_introduce-rle-parquet-flag) β 101.15ms β β Queries Faster β 14 β β Queries Slower β 26 β β Queries with No Change β 59 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and rich-T-kid_introduce-rle-parquet-flag -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β rich-T-kid_introduce-rle-parquet-flag β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.82 / 6.35 Β±0.91 / 8.17 ms β 5.71 / 6.23 Β±0.86 / 7.94 ms β no change β β QQuery 2 β 81.08 / 81.58 Β±0.36 / 82.17 ms β 81.97 / 82.55 Β±0.34 / 82.97 ms β no change β β QQuery 3 β 29.28 / 29.60 Β±0.25 / 30.00 ms β 28.81 / 28.98 Β±0.15 / 29.26 ms β no change β β QQuery 4 β 477.86 / 485.71 Β±6.40 / 497.17 ms β 648.14 / 657.53 Β±7.49 / 666.07 ms β 1.35x slower β β QQuery 5 β 52.42 / 53.07 Β±0.50 / 53.68 ms β 52.10 / 55.49 Β±4.58 / 64.57 ms β no change β β QQuery 6 β 36.20 / 36.53 Β±0.28 / 37.05 ms β 34.86 / 35.37 Β±0.27 / 35.59 ms β no change β β QQuery 7 β 93.76 / 94.93 Β±0.80 / 96.13 ms β 95.60 / 96.60 Β±1.10 / 98.65 ms β no change β β QQuery 8 β 36.99 / 38.55 Β±1.87 / 42.08 ms β 37.03 / 37.48 Β±0.40 / 38.19 ms β no change β β QQuery 9 β 51.00 / 53.55 Β±2.55 / 58.15 ms β 52.62 / 55.59 Β±4.66 / 64.87 ms β no change β β QQuery 10 β 63.31 / 63.85 Β±0.32 / 64.24 ms β 63.56 / 63.89 Β±0.31 / 64.31 ms β no change β β QQuery 11 β 318.79 / 351.56 Β±19.79 / 371.60 ms β 433.00 / 437.92 Β±4.50 / 443.33 ms β 1.25x slower β β QQuery 12 β 29.05 / 30.19 Β±0.71 / 31.20 ms β 25.98 / 26.33 Β±0.34 / 26.83 ms β +1.15x faster β β QQuery 13 β 116.81 / 118.31 Β±1.08 / 120.09 ms β 118.22 / 119.98 Β±1.58 / 122.48 ms β no change β β QQuery 14 β 414.22 / 419.94 Β±4.15 / 425.41 ms β 418.70 / 434.53 Β±11.29 / 445.71 ms β no change β β QQuery 15 β 57.00 / 57.56 Β±0.65 / 58.72 ms β 67.17 / 72.44 Β±2.95 / 75.46 ms β 1.26x slower β β QQuery 16 β 6.70 / 6.84 Β±0.18 / 7.19 ms β 7.42 / 7.65 Β±0.18 / 7.97 ms β 1.12x slower β β QQuery 17 β 79.63 / 80.67 Β±1.28 / 83.14 ms β 81.83 / 84.17 Β±2.54 / 88.78 ms β no change β β QQuery 18 β 122.77 / 124.03 Β±1.17 / 125.99 ms β 125.06 / 125.67 Β±0.52 / 126.62 ms β no change β β QQuery 19 β 41.16 / 41.56 Β±0.25 / 41.81 ms β 41.77 / 42.13 Β±0.58 / 43.28 ms β no change β β QQuery 20 β 35.29 / 36.09 Β±0.77 / 37.40 ms β 30.95 / 31.44 Β±0.38 / 32.00 ms β +1.15x faster β β QQuery 21 β 17.16 / 17.38 Β±0.19 / 17.63 ms β 17.04 / 17.32 Β±0.28 / 17.82 ms β no change β β QQuery 22 β 62.70 / 63.89 Β±0.60 / 64.32 ms β 72.31 / 73.17 Β±0.55 / 73.82 ms β 1.15x slower β β QQuery 23 β 341.24 / 343.32 Β±2.41 / 347.51 ms β 339.19 / 352.16 Β±17.80 / 387.32 ms β no change β β QQuery 24 β 222.15 / 225.85 Β±3.60 / 232.54 ms β 222.82 / 226.56 Β±2.78 / 229.67 ms β no change β β QQuery 25 β 109.81 / 110.06 Β±0.26 / 110.52 ms β 109.28 / 111.04 Β±1.09 / 112.34 ms β no change β β QQuery 26 β 57.83 / 58.89 Β±1.31 / 61.42 ms β 58.42 / 59.63 Β±1.41 / 62.34 ms β no change β β QQuery 27 β 6.32 / 6.42 Β±0.12 / 6.66 ms β 6.79 / 6.94 Β±0.19 / 7.30 ms β 1.08x slower β β QQuery 28 β 55.76 / 59.34 Β±2.03 / 61.97 ms β 60.38 / 60.99 Β±0.52 / 61.89 ms β no change β β QQuery 29 β 96.44 / 97.17 Β±0.84 / 98.63 ms β 97.22 / 99.17 Β±1.79 / 101.84 ms β no change β β QQuery 30 β 32.78 / 34.64 Β±2.15 / 38.09 ms β 38.92 / 40.23 Β±1.81 / 43.81 ms β 1.16x slower β β QQuery 31 β 110.02 / 111.14 Β±0.88 / 112.72 ms β 116.00 / 116.43 Β±0.30 / 116.91 ms β no change β β QQuery 32 β 20.34 / 20.72 Β±0.23 / 21.03 ms β 20.00 / 20.27 Β±0.27 / 20.76 ms β no change β β QQuery 33 β 37.75 / 38.22 Β±0.42 / 38.97 ms β 37.61 / 37.94 Β±0.24 / 38.28 ms β no change β β QQuery 34 β 9.96 / 11.74 Β±1.95 / 14.58 ms β 9.62 / 9.87 Β±0.20 / 10.19 ms β +1.19x faster β β QQuery 35 β 72.55 / 73.12 Β±0.47 / 73.54 ms β 73.00 / 73.85 Β±1.43 / 76.71 ms β no change β β QQuery 36 β 6.07 / 6.18 Β±0.15 / 6.47 ms β 6.31 / 6.46 Β±0.25 / 6.95 ms β no change β β QQuery 37 β 6.88 / 6.98 Β±0.10 / 7.10 ms β 7.77 / 8.67 Β±1.43 / 11.52 ms β 1.24x slower β β QQuery 38 β 61.81 / 62.82 Β±0.60 / 63.59 ms β 77.80 / 78.58 Β±0.74 / 79.88 ms β 1.25x slower β β QQuery 39 β 90.34 / 91.84 Β±2.47 / 96.76 ms β 89.73 / 90.44 Β±0.58 / 91.43 ms β no change β β QQuery 40 β 23.17 / 23.27 Β±0.06 / 23.34 ms β 23.70 / 24.87 Β±1.16 / 27.00 ms β 1.07x slower β β QQuery 41 β 11.35 / 11.47 Β±0.10 / 11.60 ms β 12.59 / 12.86 Β±0.22 / 13.13 ms β 1.12x slower β β QQuery 42 β 23.54 / 23.82 Β±0.17 / 24.01 ms β 23.76 / 24.33 Β±0.43 / 24.95 ms β no change β β QQuery 43 β 5.44 / 5.54 Β±0.12 / 5.76 ms β 5.85 / 5.97 Β±0.14 / 6.23 ms β 1.08x slower β β QQuery 44 β 9.57 / 9.70 Β±0.11 / 9.87 ms β 9.92 / 9.99 Β±0.04 / 10.03 ms β no change β β QQuery 45 β 37.72 / 38.14 Β±0.63 / 39.40 ms β 37.16 / 37.49 Β±0.36 / 38.10 ms β no change β β QQuery 46 β 11.96 / 12.12 Β±0.14 / 12.36 ms β 11.95 / 12.11 Β±0.14 / 12.28 ms β no change β β QQuery 47 β 224.47 / 229.12 Β±5.05 / 238.52 ms β 212.51 / 214.56 Β±2.46 / 219.38 ms β +1.07x faster β β QQuery 48 β 95.41 / 98.68 Β±5.62 / 109.91 ms β 96.17 / 97.37 Β±1.07 / 99.30 ms β no change β β QQuery 49 β 78.70 / 80.72 Β±1.64 / 82.82 ms β 76.06 / 76.73 Β±0.59 / 77.75 ms β no change β β QQuery 50 β 62.03 / 64.26 Β±3.37 / 70.97 ms β 59.35 / 60.86 Β±2.26 / 65.33 ms β +1.06x faster β β QQuery 51 β 96.67 / 98.59 Β±2.04 / 102.33 ms β 92.03 / 94.80 Β±1.82 / 96.50 ms β no change β β QQuery 52 β 25.37 / 25.88 Β±0.29 / 26.16 ms β 23.85 / 24.03 Β±0.22 / 24.46 ms β +1.08x faster β β QQuery 53 β 30.78 / 30.98 Β±0.21 / 31.37 ms β 28.83 / 29.22 Β±0.31 / 29.64 ms β +1.06x faster β β QQuery 54 β 57.35 / 60.07 Β±3.93 / 67.82 ms β 53.90 / 55.56 Β±1.70 / 58.83 ms β +1.08x faster β β QQuery 55 β 24.68 / 24.92 Β±0.22 / 25.28 ms β 23.36 / 23.88 Β±0.43 / 24.56 ms β no change β β QQuery 56 β 41.37 / 42.04 Β±0.46 / 42.69 ms β 38.76 / 39.40 Β±0.52 / 40.25 ms β +1.07x faster β β QQuery 57 β 188.44 / 189.80 Β±1.59 / 192.87 ms β 163.02 / 165.14 Β±3.13 / 171.31 ms β +1.15x faster β β QQuery 58 β 119.06 / 121.78 Β±3.42 / 128.38 ms β 109.04 / 110.61 Β±1.04 / 112.30 ms β +1.10x faster β β QQuery 59 β 122.99 / 123.48 Β±0.37 / 124.01 ms β 115.50 / 117.54 Β±1.72 / 120.16 ms β no change β β QQuery 60 β 41.85 / 42.50 Β±0.49 / 43.14 ms β 39.32 / 40.31 Β±0.55 / 40.83 ms β +1.05x faster β β QQuery 61 β 13.51 / 15.49 Β±3.65 / 22.78 ms β 14.07 / 14.31 Β±0.24 / 14.71 ms β +1.08x faster β β QQuery 62 β 49.04 / 49.42 Β±0.25 / 49.68 ms β 48.57 / 48.94 Β±0.26 / 49.35 ms β no change β β QQuery 63 β 31.18 / 31.70 Β±0.34 / 32.18 ms β 31.12 / 32.61 Β±2.22 / 36.93 ms β no change β β QQuery 64 β 407.80 / 435.78 Β±14.56 / 447.87 ms β 444.77 / 450.82 Β±4.62 / 457.69 ms β no change β β QQuery 65 β 124.63 / 129.45 Β±4.29 / 137.36 ms β 133.45 / 136.73 Β±3.47 / 143.39 ms β 1.06x slower β β QQuery 66 β 81.53 / 81.99 Β±0.33 / 82.42 ms β 87.86 / 90.30 Β±3.57 / 97.32 ms β 1.10x slower β β QQuery 67 β 234.88 / 242.28 Β±4.24 / 247.89 ms β 288.71 / 291.36 Β±3.53 / 297.89 ms β 1.20x slower β β QQuery 68 β 12.26 / 12.53 Β±0.32 / 13.16 ms β 13.47 / 13.67 Β±0.15 / 13.92 ms β 1.09x slower β β QQuery 69 β 57.06 / 59.26 Β±3.12 / 65.44 ms β 61.15 / 64.02 Β±4.85 / 73.71 ms β 1.08x slower β β QQuery 70 β 105.64 / 109.07 Β±3.22 / 114.87 ms β 109.70 / 112.87 Β±3.60 / 119.79 ms β no change β β QQuery 71 β 34.99 / 35.22 Β±0.16 / 35.46 ms β 37.55 / 37.77 Β±0.22 / 38.10 ms β 1.07x slower β β QQuery 72 β 1934.24 / 2128.22 Β±129.25 / 2325.00 ms β 1829.61 / 1965.85 Β±157.56 / 2272.48 ms β +1.08x faster β β QQuery 73 β 9.88 / 10.12 Β±0.20 / 10.45 ms β 10.24 / 10.40 Β±0.12 / 10.54 ms β no change β β QQuery 74 β 167.27 / 171.10 Β±4.44 / 179.69 ms β 234.36 / 256.99 Β±14.56 / 273.28 ms β 1.50x slower β β QQuery 75 β 146.53 / 148.52 Β±1.63 / 151.39 ms β 163.35 / 164.44 Β±0.99 / 165.81 ms β 1.11x slower β β QQuery 76 β 34.87 / 35.43 Β±0.40 / 35.96 ms β 36.09 / 38.53 Β±3.55 / 45.55 ms β 1.09x slower β β QQuery 77 β 60.60 / 61.40 Β±0.79 / 62.87 ms β 61.97 / 63.04 Β±1.26 / 65.46 ms β no change β β QQuery 78 β 195.66 / 198.04 Β±1.55 / 200.52 ms β 197.02 / 199.29 Β±2.01 / 202.24 ms β no change β β QQuery 79 β 66.58 / 66.83 Β±0.16 / 67.03 ms β 67.57 / 68.25 Β±0.40 / 68.78 ms β no change β β QQuery 80 β 99.18 / 104.11 Β±8.91 / 121.90 ms β 102.62 / 107.29 Β±5.78 / 117.55 ms β no change β β QQuery 81 β 25.89 / 26.29 Β±0.25 / 26.64 ms β 30.63 / 30.90 Β±0.28 / 31.34 ms β 1.18x slower β β QQuery 82 β 16.21 / 16.66 Β±0.51 / 17.59 ms β 17.34 / 17.87 Β±0.36 / 18.32 ms β 1.07x slower β β QQuery 83 β 39.43 / 39.81 Β±0.26 / 40.04 ms β 40.41 / 40.73 Β±0.29 / 41.23 ms β no change β β QQuery 84 β 29.73 / 32.79 Β±5.66 / 44.09 ms β 33.06 / 33.18 Β±0.19 / 33.55 ms β no change β β QQuery 85 β 105.92 / 107.41 Β±0.99 / 108.95 ms β 110.50 / 111.79 Β±1.19 / 113.82 ms β no change β β QQuery 86 β 25.04 / 25.36 Β±0.27 / 25.86 ms β 25.81 / 26.55 Β±0.44 / 27.11 ms β no change β β QQuery 87 β 62.00 / 64.72 Β±4.28 / 73.25 ms β 78.24 / 80.07 Β±2.04 / 83.95 ms β 1.24x slower β β QQuery 88 β 62.64 / 63.30 Β±0.35 / 63.69 ms β 63.43 / 64.77 Β±1.45 / 67.59 ms β no change β β QQuery 89 β 35.13 / 35.71 Β±0.37 / 36.17 ms β 36.27 / 36.80 Β±0.41 / 37.52 ms β no change β β QQuery 90 β 17.03 / 17.31 Β±0.22 / 17.60 ms β 17.11 / 17.47 Β±0.23 / 17.75 ms β no change β β QQuery 91 β 45.48 / 46.12 Β±0.46 / 46.77 ms β 46.55 / 46.79 Β±0.23 / 47.11 ms β no change β β QQuery 92 β 28.80 / 30.28 Β±1.61 / 33.37 ms β 29.12 / 29.74 Β±0.44 / 30.17 ms β no change β β QQuery 93 β 48.78 / 52.22 Β±4.67 / 61.35 ms β 49.66 / 51.48 Β±1.30 / 53.19 ms β no change β β QQuery 94 β 37.74 / 38.35 Β±0.81 / 39.94 ms β 37.36 / 38.05 Β±0.51 / 38.65 ms β no change β β QQuery 95 β 79.77 / 80.74 Β±1.01 / 82.31 ms β 80.01 / 80.54 Β±0.50 / 81.42 ms β no change β β QQuery 96 β 23.61 / 23.94 Β±0.31 / 24.49 ms β 23.64 / 24.00 Β±0.21 / 24.30 ms β no change β β QQuery 97 β 46.98 / 49.04 Β±2.58 / 54.10 ms β 46.93 / 48.31 Β±2.27 / 52.83 ms β no change β β QQuery 98 β 42.90 / 43.35 Β±0.40 / 44.06 ms β 38.17 / 38.97 Β±0.62 / 39.99 ms β +1.11x faster β β QQuery 99 β 69.76 / 70.51 Β±0.46 / 71.05 ms β 69.46 / 69.78 Β±0.40 / 70.38 ms β no change β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9996.92ms β β Total Time (rich-T-kid_introduce-rle-parquet-flag) β 10324.58ms β β Average Time (HEAD) β 100.98ms β β Average Time (rich-T-kid_introduce-rle-parquet-flag) β 104.29ms β β Queries Faster β 15 β β Queries Slower β 24 β β Queries with No Change β 60 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **tpcds β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 55.0s | | Peak memory | 1.9 GiB | | Avg memory | 1.3 GiB | | CPU user | 223.8s | | CPU sys | 6.3s | | Peak spill | 0 B | **tpcds β branch** | Metric | Value | |--------|-------| | Wall time | 55.0s | | Peak memory | 1.8 GiB | | Avg memory | 1.3 GiB | | CPU user | 220.9s | | CPU sys | 6.1s | | 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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