adriangbot commented on PR #25727: URL: https://github.com/apache/datafusion/pull/25727#issuecomment-5826177943
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25727#issuecomment-5826061955) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing parquet-adaptive-placement-v2 (14efad6b83647ec670e4bd91ee9a6e274d9790a4) to 1be6b04 (merge-base) [diff](https://github.com/apache/datafusion/compare/1be6b04c9dd3a910258d2da828fd9526cfccf0b1..14efad6b83647ec670e4bd91ee9a6e274d9790a4) <details><summary>Run configuration</summary> ```yaml run benchmark tpcds changed: env: DATAFUSION_EXECUTION_ADAPTIVE_FILTER_PLACEMENT: "true" DATAFUSION_EXECUTION_OPTIONAL_FILTER_MODE: "adaptive" DATAFUSION_EXECUTION_PARQUET_PUSHDOWN_FILTERS: "true" ``` </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 parquet-adaptive-placement-v2 -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³βββββββββββββ³ββββββββββββββββββββββββββββββββ³βββββββββββββββββ β Query β HEAD β parquet-adaptive-placement-v2 β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.51 ms β 5.15 ms β +1.07x faster β β QQuery 2 β 81.67 ms β 44.60 ms β +1.83x faster β β QQuery 3 β 29.02 ms β 27.49 ms β +1.06x faster β β QQuery 4 β 461.29 ms β 357.66 ms β +1.29x faster β β QQuery 5 β 51.27 ms β 48.86 ms β no change β β QQuery 6 β 36.27 ms β 36.93 ms β no change β β QQuery 7 β 74.10 ms β 83.62 ms β 1.13x slower β β QQuery 8 β 36.71 ms β 15.21 ms β +2.41x faster β β QQuery 9 β 53.44 ms β 86.43 ms β 1.62x slower β β QQuery 10 β 61.33 ms β 72.90 ms β 1.19x slower β β QQuery 11 β 284.21 ms β 218.61 ms β +1.30x faster β β QQuery 12 β 29.74 ms β 28.41 ms β no change β β QQuery 13 β 118.56 ms β 115.90 ms β no change β β QQuery 14 β 395.36 ms β 440.51 ms β 1.11x slower β β QQuery 15 β 55.24 ms β 24.17 ms β +2.29x faster β β QQuery 16 β 6.65 ms β 6.15 ms β +1.08x faster β β QQuery 17 β 78.42 ms β 115.92 ms β 1.48x slower β β QQuery 18 β 105.60 ms β 161.71 ms β 1.53x slower β β QQuery 19 β 41.74 ms β 40.08 ms β no change β β QQuery 20 β 35.67 ms β 31.86 ms β +1.12x faster β β QQuery 21 β 17.20 ms β 18.75 ms β 1.09x slower β β QQuery 22 β 64.79 ms β 63.79 ms β no change β β QQuery 23 β 316.71 ms β 382.46 ms β 1.21x slower β β QQuery 24 β 195.75 ms β 172.03 ms β +1.14x faster β β QQuery 25 β 107.80 ms β 116.84 ms β 1.08x slower β β QQuery 26 β 48.45 ms β 66.85 ms β 1.38x slower β β QQuery 27 β 6.13 ms β 5.95 ms β no change β β QQuery 28 β 56.09 ms β 68.20 ms β 1.22x slower β β QQuery 29 β 96.03 ms β 147.54 ms β 1.54x slower β β QQuery 30 β 33.44 ms β 32.72 ms β no change β β QQuery 31 β 110.15 ms β 125.45 ms β 1.14x slower β β QQuery 32 β 20.75 ms β 22.36 ms β 1.08x slower β β QQuery 33 β 37.61 ms β 40.29 ms β 1.07x slower β β QQuery 34 β 10.17 ms β 10.72 ms β 1.05x slower β β QQuery 35 β 72.45 ms β 83.46 ms β 1.15x slower β β QQuery 36 β 5.88 ms β 5.62 ms β no change β β QQuery 37 β 7.06 ms β 7.09 ms β no change β β QQuery 38 β 62.43 ms β 79.45 ms β 1.27x slower β β QQuery 39 β 74.13 ms β 72.53 ms β no change β β QQuery 40 β 23.75 ms β 20.57 ms β +1.15x faster β β QQuery 41 β 11.53 ms β 12.20 ms β 1.06x slower β β QQuery 42 β 23.81 ms β 24.23 ms β no change β β QQuery 43 β 5.13 ms β 4.75 ms β +1.08x faster β β QQuery 44 β 9.35 ms β 8.85 ms β +1.06x faster β β QQuery 45 β 38.89 ms β 26.18 ms β +1.49x faster β β QQuery 46 β 12.12 ms β 12.72 ms β no change β β QQuery 47 β 229.96 ms β 228.12 ms β no change β β QQuery 48 β 95.41 ms β 122.98 ms β 1.29x slower β β QQuery 49 β 71.58 ms β 88.20 ms β 1.23x slower β β QQuery 50 β 58.65 ms β 126.49 ms β 2.16x slower β β QQuery 51 β 92.83 ms β 101.34 ms β 1.09x slower β β QQuery 52 β 24.68 ms β 24.63 ms β no change β β QQuery 53 β 29.53 ms β 30.71 ms β no change β β QQuery 54 β 54.69 ms β 29.48 ms β +1.86x faster β β QQuery 55 β 23.87 ms β 23.83 ms β no change β β QQuery 56 β 39.15 ms β 35.08 ms β +1.12x faster β β QQuery 57 β 171.19 ms β 139.87 ms β +1.22x faster β β QQuery 58 β 110.43 ms β 73.19 ms β +1.51x faster β β QQuery 59 β 117.24 ms β 79.23 ms β +1.48x faster β β QQuery 60 β 38.90 ms β 39.03 ms β no change β β QQuery 61 β 11.92 ms β 11.39 ms β no change β β QQuery 62 β 44.92 ms β 42.68 ms β +1.05x faster β β QQuery 63 β 29.74 ms β 31.19 ms β no change β β QQuery 64 β 361.85 ms β 518.08 ms β 1.43x slower β β QQuery 65 β 128.14 ms β 157.06 ms β 1.23x slower β β QQuery 66 β 78.58 ms β 64.79 ms β +1.21x faster β β QQuery 67 β 256.01 ms β 264.04 ms β no change β β QQuery 68 β 12.13 ms β 12.21 ms β no change β β QQuery 69 β 56.17 ms β 70.65 ms β 1.26x slower β β QQuery 70 β 104.94 ms β 120.62 ms β 1.15x slower β β QQuery 71 β 35.19 ms β 32.26 ms β +1.09x faster β β QQuery 72 β 1767.27 ms β 173.17 ms β +10.21x faster β β QQuery 73 β 10.00 ms β 10.14 ms β no change β β QQuery 74 β 167.13 ms β 147.34 ms β +1.13x faster β β QQuery 75 β 143.35 ms β 181.95 ms β 1.27x slower β β QQuery 76 β 34.87 ms β 41.06 ms β 1.18x slower β β QQuery 77 β 60.92 ms β 62.11 ms β no change β β QQuery 78 β 164.89 ms β 118.21 ms β +1.39x faster β β QQuery 79 β 66.87 ms β 68.25 ms β no change β β QQuery 80 β 96.56 ms β 76.18 ms β +1.27x faster β β QQuery 81 β 25.92 ms β 27.76 ms β 1.07x slower β β QQuery 82 β 16.66 ms β 26.99 ms β 1.62x slower β β QQuery 83 β 33.86 ms β 29.68 ms β +1.14x faster β β QQuery 84 β 29.80 ms β 30.44 ms β no change β β QQuery 85 β 103.61 ms β 163.28 ms β 1.58x slower β β QQuery 86 β 25.96 ms β 30.46 ms β 1.17x slower β β QQuery 87 β 64.10 ms β 79.98 ms β 1.25x slower β β QQuery 88 β 61.62 ms β 64.36 ms β no change β β QQuery 89 β 35.64 ms β 43.25 ms β 1.21x slower β β QQuery 90 β 16.88 ms β 18.71 ms β 1.11x slower β β QQuery 91 β 44.40 ms β 47.70 ms β 1.07x slower β β QQuery 92 β 29.84 ms β 30.51 ms β no change β β QQuery 93 β 50.32 ms β 49.22 ms β no change β β QQuery 94 β 39.04 ms β 36.25 ms β +1.08x faster β β QQuery 95 β 79.66 ms β 93.46 ms β 1.17x slower β β QQuery 96 β 23.93 ms β 26.51 ms β 1.11x slower β β QQuery 97 β 52.42 ms β 54.00 ms β no change β β QQuery 98 β 43.13 ms β 39.83 ms β +1.08x faster β β QQuery 99 β 66.90 ms β 61.81 ms β +1.08x faster β βββββββββββββ΄βββββββββββββ΄ββββββββββββββββββββββββββββββββ΄βββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9142.66ms β β Total Time (parquet-adaptive-placement-v2) β 7893.49ms β β Average Time (HEAD) β 92.35ms β β Average Time (parquet-adaptive-placement-v2) β 79.73ms β β Queries Faster β 30 β β Queries Slower β 39 β β Queries with No Change β 30 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and parquet-adaptive-placement-v2 -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββββββββββββββββββββββ³βββββββββββββββββ β Query β HEAD β parquet-adaptive-placement-v2 β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.51 / 6.13 Β±0.89 / 7.90 ms β 5.15 / 5.84 Β±1.01 / 7.85 ms β no change β β QQuery 2 β 81.67 / 81.83 Β±0.13 / 81.96 ms β 44.60 / 45.21 Β±0.57 / 46.17 ms β +1.81x faster β β QQuery 3 β 29.02 / 29.22 Β±0.17 / 29.45 ms β 27.49 / 27.84 Β±0.30 / 28.38 ms β no change β β QQuery 4 β 461.29 / 469.30 Β±7.36 / 482.95 ms β 357.66 / 362.29 Β±2.68 / 365.07 ms β +1.30x faster β β QQuery 5 β 51.27 / 51.87 Β±0.33 / 52.24 ms β 48.86 / 49.45 Β±0.69 / 50.71 ms β no change β β QQuery 6 β 36.27 / 36.56 Β±0.24 / 36.95 ms β 36.93 / 37.19 Β±0.20 / 37.40 ms β no change β β QQuery 7 β 74.10 / 75.14 Β±0.77 / 76.22 ms β 83.62 / 87.19 Β±5.43 / 97.95 ms β 1.16x slower β β QQuery 8 β 36.71 / 37.36 Β±1.02 / 39.39 ms β 15.21 / 15.42 Β±0.12 / 15.57 ms β +2.42x faster β β QQuery 9 β 53.44 / 54.86 Β±1.22 / 56.87 ms β 86.43 / 93.95 Β±6.41 / 104.75 ms β 1.71x slower β β QQuery 10 β 61.33 / 61.80 Β±0.30 / 62.25 ms β 72.90 / 73.30 Β±0.37 / 73.89 ms β 1.19x slower β β QQuery 11 β 284.21 / 286.38 Β±1.72 / 288.66 ms β 218.61 / 225.20 Β±8.20 / 241.28 ms β +1.27x faster β β QQuery 12 β 29.74 / 31.43 Β±2.08 / 35.44 ms β 28.41 / 29.15 Β±1.04 / 31.13 ms β +1.08x faster β β QQuery 13 β 118.56 / 119.55 Β±0.52 / 120.08 ms β 115.90 / 118.00 Β±2.50 / 122.89 ms β no change β β QQuery 14 β 395.36 / 397.17 Β±2.50 / 402.09 ms β 440.51 / 443.33 Β±2.85 / 448.01 ms β 1.12x slower β β QQuery 15 β 55.24 / 56.14 Β±0.71 / 57.23 ms β 24.17 / 24.60 Β±0.33 / 24.99 ms β +2.28x faster β β QQuery 16 β 6.65 / 6.79 Β±0.20 / 7.19 ms β 6.15 / 6.31 Β±0.15 / 6.57 ms β +1.08x faster β β QQuery 17 β 78.42 / 81.42 Β±4.22 / 89.76 ms β 115.92 / 118.70 Β±4.93 / 128.55 ms β 1.46x slower β β QQuery 18 β 105.60 / 105.93 Β±0.24 / 106.35 ms β 161.71 / 163.51 Β±1.58 / 166.06 ms β 1.54x slower β β QQuery 19 β 41.74 / 42.16 Β±0.43 / 42.90 ms β 40.08 / 40.73 Β±0.58 / 41.63 ms β no change β β QQuery 20 β 35.67 / 36.46 Β±0.52 / 37.30 ms β 31.86 / 32.81 Β±1.19 / 35.01 ms β +1.11x faster β β QQuery 21 β 17.20 / 17.33 Β±0.15 / 17.55 ms β 18.75 / 20.22 Β±2.48 / 25.17 ms β 1.17x slower β β QQuery 22 β 64.79 / 65.61 Β±0.64 / 66.32 ms β 63.79 / 65.59 Β±2.14 / 69.79 ms β no change β β QQuery 23 β 316.71 / 318.55 Β±3.47 / 325.49 ms β 382.46 / 389.55 Β±4.58 / 394.88 ms β 1.22x slower β β QQuery 24 β 195.75 / 199.54 Β±4.09 / 207.21 ms β 172.03 / 175.44 Β±2.42 / 179.37 ms β +1.14x faster β β QQuery 25 β 107.80 / 110.24 Β±2.07 / 112.89 ms β 116.84 / 117.03 Β±0.17 / 117.33 ms β 1.06x slower β β QQuery 26 β 48.45 / 49.07 Β±0.77 / 50.45 ms β 66.85 / 69.85 Β±3.15 / 74.17 ms β 1.42x slower β β QQuery 27 β 6.13 / 6.33 Β±0.22 / 6.73 ms β 5.95 / 6.14 Β±0.10 / 6.20 ms β no change β β QQuery 28 β 56.09 / 59.92 Β±1.91 / 60.94 ms β 68.20 / 71.24 Β±4.01 / 79.14 ms β 1.19x slower β β QQuery 29 β 96.03 / 98.57 Β±2.56 / 102.93 ms β 147.54 / 151.19 Β±6.07 / 163.30 ms β 1.53x slower β β QQuery 30 β 33.44 / 33.83 Β±0.38 / 34.50 ms β 32.72 / 34.20 Β±1.75 / 37.59 ms β no change β β QQuery 31 β 110.15 / 110.55 Β±0.33 / 111.16 ms β 125.45 / 128.34 Β±4.48 / 137.23 ms β 1.16x slower β β QQuery 32 β 20.75 / 21.02 Β±0.23 / 21.39 ms β 22.36 / 22.87 Β±0.32 / 23.21 ms β 1.09x slower β β QQuery 33 β 37.61 / 38.12 Β±0.30 / 38.41 ms β 40.29 / 41.32 Β±1.78 / 44.85 ms β 1.08x slower β β QQuery 34 β 10.17 / 10.32 Β±0.16 / 10.60 ms β 10.72 / 11.21 Β±0.36 / 11.83 ms β 1.09x slower β β QQuery 35 β 72.45 / 74.09 Β±1.45 / 76.71 ms β 83.46 / 84.33 Β±0.67 / 85.51 ms β 1.14x slower β β QQuery 36 β 5.88 / 6.06 Β±0.19 / 6.43 ms β 5.62 / 5.81 Β±0.19 / 6.12 ms β no change β β QQuery 37 β 7.06 / 7.14 Β±0.07 / 7.22 ms β 7.09 / 7.21 Β±0.06 / 7.26 ms β no change β β QQuery 38 β 62.43 / 63.06 Β±0.48 / 63.66 ms β 79.45 / 81.84 Β±2.31 / 84.94 ms β 1.30x slower β β QQuery 39 β 74.13 / 75.34 Β±1.48 / 78.26 ms β 72.53 / 73.27 Β±0.88 / 74.87 ms β no change β β QQuery 40 β 23.75 / 24.55 Β±0.48 / 25.10 ms β 20.57 / 23.10 Β±1.29 / 24.25 ms β +1.06x faster β β QQuery 41 β 11.53 / 11.62 Β±0.06 / 11.70 ms β 12.20 / 12.35 Β±0.10 / 12.48 ms β 1.06x slower β β QQuery 42 β 23.81 / 24.38 Β±0.39 / 24.91 ms β 24.23 / 25.16 Β±1.40 / 27.90 ms β no change β β QQuery 43 β 5.13 / 5.25 Β±0.17 / 5.58 ms β 4.75 / 4.88 Β±0.22 / 5.31 ms β +1.07x faster β β QQuery 44 β 9.35 / 9.50 Β±0.10 / 9.64 ms β 8.85 / 9.24 Β±0.23 / 9.47 ms β no change β β QQuery 45 β 38.89 / 40.62 Β±1.70 / 43.84 ms β 26.18 / 26.71 Β±0.34 / 27.24 ms β +1.52x faster β β QQuery 46 β 12.12 / 12.66 Β±0.40 / 13.15 ms β 12.72 / 12.90 Β±0.22 / 13.29 ms β no change β β QQuery 47 β 229.96 / 234.82 Β±3.74 / 239.56 ms β 228.12 / 233.66 Β±2.88 / 235.85 ms β no change β β QQuery 48 β 95.41 / 96.30 Β±0.55 / 96.88 ms β 122.98 / 129.70 Β±5.96 / 139.35 ms β 1.35x slower β β QQuery 49 β 71.58 / 73.57 Β±3.01 / 79.51 ms β 88.20 / 92.95 Β±7.76 / 108.28 ms β 1.26x slower β β QQuery 50 β 58.65 / 59.08 Β±0.41 / 59.87 ms β 126.49 / 129.02 Β±3.77 / 136.46 ms β 2.18x slower β β QQuery 51 β 92.83 / 94.65 Β±1.36 / 96.08 ms β 101.34 / 107.59 Β±7.32 / 121.94 ms β 1.14x slower β β QQuery 52 β 24.68 / 27.25 Β±3.68 / 34.42 ms β 24.63 / 24.82 Β±0.16 / 25.01 ms β +1.10x faster β β QQuery 53 β 29.53 / 29.73 Β±0.14 / 29.95 ms β 30.71 / 31.97 Β±1.46 / 34.31 ms β 1.08x slower β β QQuery 54 β 54.69 / 55.66 Β±1.31 / 58.20 ms β 29.48 / 31.24 Β±1.14 / 32.86 ms β +1.78x faster β β QQuery 55 β 23.87 / 24.07 Β±0.14 / 24.26 ms β 23.83 / 24.05 Β±0.17 / 24.25 ms β no change β β QQuery 56 β 39.15 / 39.66 Β±0.36 / 40.25 ms β 35.08 / 35.34 Β±0.31 / 35.92 ms β +1.12x faster β β QQuery 57 β 171.19 / 174.01 Β±2.41 / 178.33 ms β 139.87 / 142.00 Β±3.19 / 148.31 ms β +1.23x faster β β QQuery 58 β 110.43 / 113.29 Β±2.28 / 117.23 ms β 73.19 / 74.47 Β±0.89 / 75.89 ms β +1.52x faster β β QQuery 59 β 117.24 / 117.82 Β±0.51 / 118.65 ms β 79.23 / 79.61 Β±0.32 / 80.14 ms β +1.48x faster β β QQuery 60 β 38.90 / 39.40 Β±0.38 / 39.86 ms β 39.03 / 39.56 Β±0.61 / 40.71 ms β no change β β QQuery 61 β 11.92 / 12.01 Β±0.08 / 12.15 ms β 11.39 / 11.53 Β±0.09 / 11.65 ms β no change β β QQuery 62 β 44.92 / 45.25 Β±0.24 / 45.51 ms β 42.68 / 43.33 Β±0.89 / 45.07 ms β no change β β QQuery 63 β 29.74 / 30.32 Β±0.76 / 31.80 ms β 31.19 / 31.41 Β±0.19 / 31.65 ms β no change β β QQuery 64 β 361.85 / 367.91 Β±4.28 / 373.63 ms β 518.08 / 523.42 Β±3.93 / 529.58 ms β 1.42x slower β β QQuery 65 β 128.14 / 131.59 Β±1.91 / 133.91 ms β 157.06 / 160.50 Β±3.27 / 165.49 ms β 1.22x slower β β QQuery 66 β 78.58 / 79.98 Β±1.92 / 83.77 ms β 64.79 / 65.26 Β±0.51 / 66.21 ms β +1.23x faster β β QQuery 67 β 256.01 / 257.89 Β±1.62 / 260.24 ms β 264.04 / 271.03 Β±7.42 / 285.32 ms β 1.05x slower β β QQuery 68 β 12.13 / 12.31 Β±0.13 / 12.54 ms β 12.21 / 12.47 Β±0.21 / 12.76 ms β no change β β QQuery 69 β 56.17 / 56.43 Β±0.20 / 56.67 ms β 70.65 / 73.33 Β±3.23 / 79.43 ms β 1.30x slower β β QQuery 70 β 104.94 / 106.44 Β±1.36 / 108.85 ms β 120.62 / 125.79 Β±8.23 / 142.10 ms β 1.18x slower β β QQuery 71 β 35.19 / 35.78 Β±0.46 / 36.56 ms β 32.26 / 32.80 Β±0.49 / 33.72 ms β +1.09x faster β β QQuery 72 β 1767.27 / 1857.81 Β±63.46 / 1949.59 ms β 173.17 / 175.34 Β±2.74 / 180.51 ms β +10.60x faster β β QQuery 73 β 10.00 / 10.22 Β±0.32 / 10.85 ms β 10.14 / 10.44 Β±0.37 / 11.18 ms β no change β β QQuery 74 β 167.13 / 169.71 Β±2.18 / 172.90 ms β 147.34 / 152.99 Β±5.20 / 162.54 ms β +1.11x faster β β QQuery 75 β 143.35 / 146.66 Β±4.09 / 154.67 ms β 181.95 / 185.66 Β±4.15 / 193.65 ms β 1.27x slower β β QQuery 76 β 34.87 / 35.10 Β±0.19 / 35.44 ms β 41.06 / 41.25 Β±0.20 / 41.63 ms β 1.18x slower β β QQuery 77 β 60.92 / 63.08 Β±3.46 / 69.98 ms β 62.11 / 64.54 Β±4.40 / 73.34 ms β no change β β QQuery 78 β 164.89 / 166.99 Β±2.34 / 170.79 ms β 118.21 / 121.22 Β±2.19 / 125.04 ms β +1.38x faster β β QQuery 79 β 66.87 / 67.62 Β±0.53 / 68.21 ms β 68.25 / 69.73 Β±2.32 / 74.36 ms β no change β β QQuery 80 β 96.56 / 97.83 Β±1.10 / 99.31 ms β 76.18 / 78.65 Β±2.65 / 82.52 ms β +1.24x faster β β QQuery 81 β 25.92 / 26.38 Β±0.25 / 26.67 ms β 27.76 / 27.95 Β±0.11 / 28.08 ms β 1.06x slower β β QQuery 82 β 16.66 / 16.77 Β±0.10 / 16.92 ms β 26.99 / 28.75 Β±1.85 / 31.09 ms β 1.71x slower β β QQuery 83 β 33.86 / 36.65 Β±4.36 / 45.34 ms β 29.68 / 30.48 Β±0.58 / 31.20 ms β +1.20x faster β β QQuery 84 β 29.80 / 30.09 Β±0.20 / 30.32 ms β 30.44 / 30.77 Β±0.35 / 31.36 ms β no change β β QQuery 85 β 103.61 / 106.02 Β±2.15 / 109.44 ms β 163.28 / 168.99 Β±5.44 / 176.35 ms β 1.59x slower β β QQuery 86 β 25.96 / 26.19 Β±0.22 / 26.48 ms β 30.46 / 30.61 Β±0.09 / 30.71 ms β 1.17x slower β β QQuery 87 β 64.10 / 65.24 Β±1.88 / 68.94 ms β 79.98 / 83.85 Β±4.12 / 90.06 ms β 1.29x slower β β QQuery 88 β 61.62 / 62.34 Β±1.01 / 64.33 ms β 64.36 / 69.01 Β±3.96 / 75.33 ms β 1.11x slower β β QQuery 89 β 35.64 / 35.89 Β±0.25 / 36.36 ms β 43.25 / 43.32 Β±0.05 / 43.39 ms β 1.21x slower β β QQuery 90 β 16.88 / 17.12 Β±0.21 / 17.47 ms β 18.71 / 21.84 Β±4.86 / 31.47 ms β 1.28x slower β β QQuery 91 β 44.40 / 44.87 Β±0.46 / 45.63 ms β 47.70 / 48.57 Β±0.81 / 49.95 ms β 1.08x slower β β QQuery 92 β 29.84 / 30.87 Β±0.74 / 32.05 ms β 30.51 / 33.58 Β±4.73 / 42.95 ms β 1.09x slower β β QQuery 93 β 50.32 / 50.80 Β±0.39 / 51.26 ms β 49.22 / 49.91 Β±0.87 / 51.62 ms β no change β β QQuery 94 β 39.04 / 39.17 Β±0.11 / 39.27 ms β 36.25 / 36.72 Β±0.54 / 37.72 ms β +1.07x faster β β QQuery 95 β 79.66 / 81.57 Β±2.10 / 85.63 ms β 93.46 / 97.41 Β±4.33 / 105.68 ms β 1.19x slower β β QQuery 96 β 23.93 / 24.14 Β±0.11 / 24.22 ms β 26.51 / 27.06 Β±0.48 / 27.69 ms β 1.12x slower β β QQuery 97 β 52.42 / 53.27 Β±0.61 / 54.19 ms β 54.00 / 55.76 Β±1.24 / 57.23 ms β no change β β QQuery 98 β 43.13 / 43.90 Β±0.68 / 44.94 ms β 39.83 / 41.56 Β±1.59 / 44.55 ms β +1.06x faster β β QQuery 99 β 66.90 / 67.20 Β±0.31 / 67.75 ms β 61.81 / 63.65 Β±2.08 / 67.70 ms β +1.06x faster β βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9349.48ms β β Total Time (parquet-adaptive-placement-v2) β 8087.46ms β β Average Time (HEAD) β 94.44ms β β Average Time (parquet-adaptive-placement-v2) β 81.69ms β β Queries Faster β 28 β β Queries Slower β 43 β β Queries with No Change β 28 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **tpcds β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 50.0s | | Peak memory | 2.0 GiB | | Avg memory | 1.3 GiB | | CPU user | 202.3s | | CPU sys | 5.9s | | Peak spill | 0 B | **tpcds β branch** | Metric | Value | |--------|-------| | Wall time | 45.0s | | Peak memory | 1.5 GiB | | Avg memory | 1.0 GiB | | CPU user | 115.6s | | 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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