adriangbot commented on PR #25752: URL: https://github.com/apache/datafusion/pull/25752#issuecomment-5835407734
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25752#issuecomment-5835312017) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing optional-filters-final (8084d3239b2de8a66fa8020524431fb6d12ae3e2) to 5719930 (merge-base) [diff](https://github.com/apache/datafusion/compare/5719930666fb590b318cd286cbb00cc473efe244..8084d3239b2de8a66fa8020524431fb6d12ae3e2) <details><summary>Run configuration</summary> ```yaml run benchmark tpcds changed: env: DATAFUSION_EXECUTION_OPTIONAL_FILTER_MIN_SAVING_NS_PER_ROW: "10" 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 optional-filters-final -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³βββββββββββββ³βββββββββββββββββββββββββ³βββββββββββββββββ β Query β HEAD β optional-filters-final β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.38 ms β 5.09 ms β +1.06x faster β β QQuery 2 β 79.51 ms β 43.18 ms β +1.84x faster β β QQuery 3 β 28.54 ms β 26.77 ms β +1.07x faster β β QQuery 4 β 439.77 ms β 335.57 ms β +1.31x faster β β QQuery 5 β 50.51 ms β 47.79 ms β +1.06x faster β β QQuery 6 β 35.73 ms β 31.14 ms β +1.15x faster β β QQuery 7 β 73.36 ms β 61.30 ms β +1.20x faster β β QQuery 8 β 36.06 ms β 14.87 ms β +2.43x faster β β QQuery 9 β 51.23 ms β 56.27 ms β 1.10x slower β β QQuery 10 β 60.96 ms β 73.00 ms β 1.20x slower β β QQuery 11 β 276.26 ms β 200.97 ms β +1.37x faster β β QQuery 12 β 28.41 ms β 27.33 ms β no change β β QQuery 13 β 116.45 ms β 128.19 ms β 1.10x slower β β QQuery 14 β 390.80 ms β 417.62 ms β 1.07x slower β β QQuery 15 β 53.17 ms β 20.96 ms β +2.54x faster β β QQuery 16 β 6.27 ms β 5.75 ms β +1.09x faster β β QQuery 17 β 77.17 ms β 90.18 ms β 1.17x slower β β QQuery 18 β 102.27 ms β 88.93 ms β +1.15x faster β β QQuery 19 β 40.58 ms β 39.75 ms β no change β β QQuery 20 β 35.09 ms β 30.64 ms β +1.15x faster β β QQuery 21 β 16.88 ms β 18.92 ms β 1.12x slower β β QQuery 22 β 62.73 ms β 62.91 ms β no change β β QQuery 23 β 305.07 ms β 358.36 ms β 1.17x slower β β QQuery 24 β 192.95 ms β 167.64 ms β +1.15x faster β β QQuery 25 β 105.09 ms β 96.67 ms β +1.09x faster β β QQuery 26 β 47.47 ms β 42.02 ms β +1.13x faster β β QQuery 27 β 5.97 ms β 5.82 ms β no change β β QQuery 28 β 56.82 ms β 58.75 ms β no change β β QQuery 29 β 93.85 ms β 103.22 ms β 1.10x slower β β QQuery 30 β 32.76 ms β 32.25 ms β no change β β QQuery 31 β 108.29 ms β 121.44 ms β 1.12x slower β β QQuery 32 β 19.98 ms β 20.23 ms β no change β β QQuery 33 β 37.41 ms β 38.57 ms β no change β β QQuery 34 β 9.92 ms β 10.35 ms β no change β β QQuery 35 β 70.79 ms β 82.54 ms β 1.17x slower β β QQuery 36 β 5.77 ms β 5.56 ms β no change β β QQuery 37 β 6.76 ms β 8.70 ms β 1.29x slower β β QQuery 38 β 61.04 ms β 76.97 ms β 1.26x slower β β QQuery 39 β 72.21 ms β 69.19 ms β no change β β QQuery 40 β 23.22 ms β 19.42 ms β +1.20x faster β β QQuery 41 β 11.12 ms β 11.23 ms β no change β β QQuery 42 β 23.58 ms β 23.65 ms β no change β β QQuery 43 β 4.69 ms β 4.41 ms β +1.06x faster β β QQuery 44 β 8.65 ms β 8.48 ms β no change β β QQuery 45 β 36.27 ms β 24.52 ms β +1.48x faster β β QQuery 46 β 12.01 ms β 12.20 ms β no change β β QQuery 47 β 219.13 ms β 217.34 ms β no change β β QQuery 48 β 95.34 ms β 108.98 ms β 1.14x slower β β QQuery 49 β 69.19 ms β 50.42 ms β +1.37x faster β β QQuery 50 β 56.98 ms β 69.27 ms β 1.22x slower β β QQuery 51 β 90.73 ms β 98.73 ms β 1.09x slower β β QQuery 52 β 23.85 ms β 23.88 ms β no change β β QQuery 53 β 29.05 ms β 30.41 ms β no change β β QQuery 54 β 53.74 ms β 27.89 ms β +1.93x faster β β QQuery 55 β 23.34 ms β 23.88 ms β no change β β QQuery 56 β 38.29 ms β 34.86 ms β +1.10x faster β β QQuery 57 β 166.65 ms β 133.49 ms β +1.25x faster β β QQuery 58 β 108.92 ms β 71.82 ms β +1.52x faster β β QQuery 59 β 114.91 ms β 77.79 ms β +1.48x faster β β QQuery 60 β 39.54 ms β 37.73 ms β no change β β QQuery 61 β 11.53 ms β 10.85 ms β +1.06x faster β β QQuery 62 β 43.87 ms β 38.60 ms β +1.14x faster β β QQuery 63 β 29.20 ms β 30.87 ms β 1.06x slower β β QQuery 64 β 356.19 ms β 284.62 ms β +1.25x faster β β QQuery 65 β 128.47 ms β 89.09 ms β +1.44x faster β β QQuery 66 β 76.09 ms β 63.97 ms β +1.19x faster β β QQuery 67 β 247.77 ms β 257.22 ms β no change β β QQuery 68 β 11.94 ms β 11.84 ms β no change β β QQuery 69 β 55.56 ms β 69.93 ms β 1.26x slower β β QQuery 70 β 102.54 ms β 113.62 ms β 1.11x slower β β QQuery 71 β 34.92 ms β 32.70 ms β +1.07x faster β β QQuery 72 β 1744.75 ms β 104.03 ms β +16.77x faster β β QQuery 73 β 9.57 ms β 10.12 ms β 1.06x slower β β QQuery 74 β 157.32 ms β 135.17 ms β +1.16x faster β β QQuery 75 β 138.71 ms β 155.28 ms β 1.12x slower β β QQuery 76 β 34.47 ms β 38.16 ms β 1.11x slower β β QQuery 77 β 60.03 ms β 60.53 ms β no change β β QQuery 78 β 161.31 ms β 117.11 ms β +1.38x faster β β QQuery 79 β 66.14 ms β 67.00 ms β no change β β QQuery 80 β 95.02 ms β 73.64 ms β +1.29x faster β β QQuery 81 β 25.87 ms β 27.00 ms β no change β β QQuery 82 β 16.39 ms β 18.41 ms β 1.12x slower β β QQuery 83 β 33.27 ms β 29.81 ms β +1.12x faster β β QQuery 84 β 29.37 ms β 30.68 ms β no change β β QQuery 85 β 102.57 ms β 118.20 ms β 1.15x slower β β QQuery 86 β 25.66 ms β 29.45 ms β 1.15x slower β β QQuery 87 β 61.36 ms β 77.61 ms β 1.26x slower β β QQuery 88 β 61.34 ms β 67.65 ms β 1.10x slower β β QQuery 89 β 34.81 ms β 42.29 ms β 1.21x slower β β QQuery 90 β 16.64 ms β 18.66 ms β 1.12x slower β β QQuery 91 β 43.91 ms β 35.13 ms β +1.25x faster β β QQuery 92 β 29.25 ms β 28.76 ms β no change β β QQuery 93 β 49.27 ms β 48.76 ms β no change β β QQuery 94 β 38.47 ms β 34.61 ms β +1.11x faster β β QQuery 95 β 80.76 ms β 53.80 ms β +1.50x faster β β QQuery 96 β 23.91 ms β 26.11 ms β 1.09x slower β β QQuery 97 β 51.90 ms β 52.77 ms β no change β β QQuery 98 β 42.92 ms β 37.38 ms β +1.15x faster β β QQuery 99 β 65.69 ms β 53.66 ms β +1.22x faster β βββββββββββββ΄βββββββββββββ΄βββββββββββββββββββββββββ΄βββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 8947.21ms β β Total Time (optional-filters-final) β 6830.86ms β β Average Time (HEAD) β 90.38ms β β Average Time (optional-filters-final) β 69.00ms β β Queries Faster β 41 β β Queries Slower β 29 β β Queries with No Change β 29 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and optional-filters-final -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββββββββββββββββββββββ³βββββββββββββββββ β Query β HEAD β optional-filters-final β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.38 / 6.02 Β±1.03 / 8.08 ms β 5.09 / 5.65 Β±0.95 / 7.55 ms β +1.07x faster β β QQuery 2 β 79.51 / 79.90 Β±0.23 / 80.10 ms β 43.18 / 43.62 Β±0.40 / 44.34 ms β +1.83x faster β β QQuery 3 β 28.54 / 28.75 Β±0.13 / 28.88 ms β 26.77 / 27.60 Β±0.79 / 29.08 ms β no change β β QQuery 4 β 439.77 / 444.39 Β±3.34 / 449.54 ms β 335.57 / 340.53 Β±4.20 / 348.26 ms β +1.31x faster β β QQuery 5 β 50.51 / 52.96 Β±2.49 / 57.00 ms β 47.79 / 48.71 Β±0.64 / 49.45 ms β +1.09x faster β β QQuery 6 β 35.73 / 36.14 Β±0.40 / 36.78 ms β 31.14 / 31.32 Β±0.18 / 31.60 ms β +1.15x faster β β QQuery 7 β 73.36 / 74.25 Β±0.58 / 75.09 ms β 61.30 / 61.72 Β±0.28 / 62.15 ms β +1.20x faster β β QQuery 8 β 36.06 / 36.54 Β±0.49 / 37.49 ms β 14.87 / 15.04 Β±0.11 / 15.17 ms β +2.43x faster β β QQuery 9 β 51.23 / 54.87 Β±2.79 / 59.82 ms β 56.27 / 59.07 Β±1.58 / 60.54 ms β 1.08x slower β β QQuery 10 β 60.96 / 61.45 Β±0.42 / 62.08 ms β 73.00 / 73.70 Β±0.81 / 75.24 ms β 1.20x slower β β QQuery 11 β 276.26 / 279.06 Β±2.71 / 284.12 ms β 200.97 / 202.88 Β±1.32 / 204.41 ms β +1.38x faster β β QQuery 12 β 28.41 / 28.81 Β±0.43 / 29.65 ms β 27.33 / 28.22 Β±0.74 / 29.13 ms β no change β β QQuery 13 β 116.45 / 118.88 Β±2.15 / 121.77 ms β 128.19 / 129.09 Β±0.84 / 130.36 ms β 1.09x slower β β QQuery 14 β 390.80 / 392.67 Β±1.71 / 395.66 ms β 417.62 / 418.61 Β±1.52 / 421.63 ms β 1.07x slower β β QQuery 15 β 53.17 / 53.97 Β±0.77 / 55.36 ms β 20.96 / 21.16 Β±0.23 / 21.60 ms β +2.55x faster β β QQuery 16 β 6.27 / 6.53 Β±0.32 / 7.15 ms β 5.75 / 6.02 Β±0.24 / 6.48 ms β +1.08x faster β β QQuery 17 β 77.17 / 79.29 Β±3.11 / 85.45 ms β 90.18 / 94.05 Β±5.82 / 105.61 ms β 1.19x slower β β QQuery 18 β 102.27 / 103.46 Β±0.99 / 105.02 ms β 88.93 / 89.44 Β±0.27 / 89.74 ms β +1.16x faster β β QQuery 19 β 40.58 / 41.29 Β±0.46 / 41.98 ms β 39.75 / 41.37 Β±2.55 / 46.45 ms β no change β β QQuery 20 β 35.09 / 35.89 Β±0.86 / 37.45 ms β 30.64 / 31.66 Β±1.06 / 33.63 ms β +1.13x faster β β QQuery 21 β 16.88 / 17.41 Β±0.39 / 17.79 ms β 18.92 / 19.05 Β±0.11 / 19.18 ms β 1.09x slower β β QQuery 22 β 62.73 / 63.08 Β±0.21 / 63.31 ms β 62.91 / 64.47 Β±1.47 / 67.10 ms β no change β β QQuery 23 β 305.07 / 308.33 Β±3.39 / 314.30 ms β 358.36 / 361.76 Β±2.39 / 364.69 ms β 1.17x slower β β QQuery 24 β 192.95 / 196.00 Β±3.41 / 202.34 ms β 167.64 / 169.75 Β±2.26 / 174.00 ms β +1.15x faster β β QQuery 25 β 105.09 / 108.65 Β±2.46 / 111.58 ms β 96.67 / 97.21 Β±0.43 / 97.98 ms β +1.12x faster β β QQuery 26 β 47.47 / 47.75 Β±0.19 / 48.04 ms β 42.02 / 44.41 Β±3.74 / 51.87 ms β +1.08x faster β β QQuery 27 β 5.97 / 6.19 Β±0.30 / 6.78 ms β 5.82 / 5.97 Β±0.19 / 6.34 ms β no change β β QQuery 28 β 56.82 / 60.22 Β±1.85 / 62.44 ms β 58.75 / 61.61 Β±1.75 / 64.06 ms β no change β β QQuery 29 β 93.85 / 97.23 Β±2.51 / 101.44 ms β 103.22 / 105.14 Β±2.27 / 109.56 ms β 1.08x slower β β QQuery 30 β 32.76 / 33.19 Β±0.41 / 33.77 ms β 32.25 / 34.68 Β±3.28 / 41.09 ms β no change β β QQuery 31 β 108.29 / 108.71 Β±0.43 / 109.44 ms β 121.44 / 123.81 Β±1.47 / 126.00 ms β 1.14x slower β β QQuery 32 β 19.98 / 20.26 Β±0.21 / 20.50 ms β 20.23 / 20.50 Β±0.29 / 20.96 ms β no change β β QQuery 33 β 37.41 / 39.70 Β±4.00 / 47.68 ms β 38.57 / 39.13 Β±0.43 / 39.80 ms β no change β β QQuery 34 β 9.92 / 10.17 Β±0.23 / 10.60 ms β 10.35 / 10.66 Β±0.27 / 11.14 ms β no change β β QQuery 35 β 70.79 / 71.59 Β±0.53 / 72.41 ms β 82.54 / 85.91 Β±4.03 / 93.63 ms β 1.20x slower β β QQuery 36 β 5.77 / 6.33 Β±0.73 / 7.74 ms β 5.56 / 5.77 Β±0.26 / 6.28 ms β +1.10x faster β β QQuery 37 β 6.76 / 6.89 Β±0.12 / 7.10 ms β 8.70 / 8.85 Β±0.10 / 9.01 ms β 1.28x slower β β QQuery 38 β 61.04 / 62.02 Β±0.72 / 63.28 ms β 76.97 / 77.81 Β±0.64 / 78.58 ms β 1.25x slower β β QQuery 39 β 72.21 / 75.51 Β±4.19 / 83.60 ms β 69.19 / 71.56 Β±3.67 / 78.86 ms β +1.06x faster β β QQuery 40 β 23.22 / 23.73 Β±0.57 / 24.80 ms β 19.42 / 19.61 Β±0.20 / 19.98 ms β +1.21x faster β β QQuery 41 β 11.12 / 11.29 Β±0.15 / 11.56 ms β 11.23 / 11.95 Β±1.15 / 14.25 ms β 1.06x slower β β QQuery 42 β 23.58 / 24.44 Β±1.01 / 26.41 ms β 23.65 / 24.27 Β±0.69 / 25.58 ms β no change β β QQuery 43 β 4.69 / 4.85 Β±0.22 / 5.29 ms β 4.41 / 4.52 Β±0.18 / 4.88 ms β +1.07x faster β β QQuery 44 β 8.65 / 8.80 Β±0.10 / 8.89 ms β 8.48 / 8.62 Β±0.09 / 8.71 ms β no change β β QQuery 45 β 36.27 / 37.10 Β±0.61 / 37.94 ms β 24.52 / 25.18 Β±0.48 / 25.87 ms β +1.47x faster β β QQuery 46 β 12.01 / 12.27 Β±0.29 / 12.83 ms β 12.20 / 12.60 Β±0.26 / 12.92 ms β no change β β QQuery 47 β 219.13 / 221.99 Β±2.55 / 226.04 ms β 217.34 / 223.05 Β±5.84 / 233.95 ms β no change β β QQuery 48 β 95.34 / 97.64 Β±3.42 / 104.42 ms β 108.98 / 112.98 Β±5.82 / 124.51 ms β 1.16x slower β β QQuery 49 β 69.19 / 70.02 Β±0.46 / 70.53 ms β 50.42 / 50.82 Β±0.56 / 51.92 ms β +1.38x faster β β QQuery 50 β 56.98 / 60.03 Β±4.47 / 68.93 ms β 69.27 / 71.82 Β±4.80 / 81.41 ms β 1.20x slower β β QQuery 51 β 90.73 / 93.75 Β±1.77 / 95.56 ms β 98.73 / 102.79 Β±2.14 / 105.02 ms β 1.10x slower β β QQuery 52 β 23.85 / 24.07 Β±0.18 / 24.29 ms β 23.88 / 24.24 Β±0.20 / 24.44 ms β no change β β QQuery 53 β 29.05 / 29.27 Β±0.30 / 29.87 ms β 30.41 / 30.55 Β±0.12 / 30.72 ms β no change β β QQuery 54 β 53.74 / 56.15 Β±3.78 / 63.66 ms β 27.89 / 29.90 Β±1.63 / 32.45 ms β +1.88x faster β β QQuery 55 β 23.34 / 23.71 Β±0.29 / 24.16 ms β 23.88 / 26.32 Β±3.76 / 33.77 ms β 1.11x slower β β QQuery 56 β 38.29 / 38.81 Β±0.30 / 39.18 ms β 34.86 / 35.15 Β±0.25 / 35.61 ms β +1.10x faster β β QQuery 57 β 166.65 / 169.70 Β±2.55 / 173.99 ms β 133.49 / 135.26 Β±2.60 / 140.43 ms β +1.25x faster β β QQuery 58 β 108.92 / 110.09 Β±0.87 / 111.32 ms β 71.82 / 73.51 Β±1.64 / 76.27 ms β +1.50x faster β β QQuery 59 β 114.91 / 117.11 Β±2.56 / 122.11 ms β 77.79 / 78.74 Β±0.90 / 80.43 ms β +1.49x faster β β QQuery 60 β 39.54 / 40.03 Β±0.35 / 40.60 ms β 37.73 / 38.55 Β±0.77 / 40.01 ms β no change β β QQuery 61 β 11.53 / 11.70 Β±0.16 / 12.00 ms β 10.85 / 11.00 Β±0.16 / 11.29 ms β +1.06x faster β β QQuery 62 β 43.87 / 44.07 Β±0.22 / 44.49 ms β 38.60 / 40.76 Β±3.98 / 48.72 ms β +1.08x faster β β QQuery 63 β 29.20 / 31.62 Β±4.28 / 40.16 ms β 30.87 / 31.31 Β±0.42 / 32.07 ms β no change β β QQuery 64 β 356.19 / 361.43 Β±3.84 / 367.87 ms β 284.62 / 291.18 Β±5.36 / 299.03 ms β +1.24x faster β β QQuery 65 β 128.47 / 133.05 Β±3.69 / 139.56 ms β 89.09 / 92.09 Β±3.92 / 99.66 ms β +1.44x faster β β QQuery 66 β 76.09 / 76.91 Β±1.22 / 79.31 ms β 63.97 / 64.54 Β±0.63 / 65.48 ms β +1.19x faster β β QQuery 67 β 247.77 / 250.26 Β±2.68 / 254.92 ms β 257.22 / 261.30 Β±3.69 / 267.08 ms β no change β β QQuery 68 β 11.94 / 12.11 Β±0.20 / 12.49 ms β 11.84 / 12.07 Β±0.25 / 12.56 ms β no change β β QQuery 69 β 55.56 / 56.11 Β±0.48 / 56.86 ms β 69.93 / 75.16 Β±7.31 / 89.28 ms β 1.34x slower β β QQuery 70 β 102.54 / 103.93 Β±1.26 / 106.30 ms β 113.62 / 115.12 Β±1.99 / 119.00 ms β 1.11x slower β β QQuery 71 β 34.92 / 38.39 Β±6.01 / 50.41 ms β 32.70 / 35.05 Β±4.37 / 43.78 ms β +1.10x faster β β QQuery 72 β 1744.75 / 1863.88 Β±85.85 / 1971.24 ms β 104.03 / 107.09 Β±2.76 / 111.88 ms β +17.40x faster β β QQuery 73 β 9.57 / 9.87 Β±0.34 / 10.53 ms β 10.12 / 10.48 Β±0.21 / 10.72 ms β 1.06x slower β β QQuery 74 β 157.32 / 161.66 Β±4.90 / 171.09 ms β 135.17 / 138.64 Β±3.47 / 144.02 ms β +1.17x faster β β QQuery 75 β 138.71 / 142.16 Β±3.38 / 148.52 ms β 155.28 / 161.18 Β±6.04 / 172.00 ms β 1.13x slower β β QQuery 76 β 34.47 / 35.15 Β±0.42 / 35.63 ms β 38.16 / 38.69 Β±0.46 / 39.52 ms β 1.10x slower β β QQuery 77 β 60.03 / 60.93 Β±0.59 / 61.81 ms β 60.53 / 62.00 Β±2.36 / 66.70 ms β no change β β QQuery 78 β 161.31 / 164.53 Β±3.03 / 168.22 ms β 117.11 / 120.95 Β±4.01 / 128.49 ms β +1.36x faster β β QQuery 79 β 66.14 / 66.71 Β±0.80 / 68.28 ms β 67.00 / 67.44 Β±0.46 / 68.33 ms β no change β β QQuery 80 β 95.02 / 97.60 Β±3.57 / 104.65 ms β 73.64 / 74.99 Β±0.77 / 76.05 ms β +1.30x faster β β QQuery 81 β 25.87 / 26.31 Β±0.30 / 26.63 ms β 27.00 / 29.11 Β±3.60 / 36.29 ms β 1.11x slower β β QQuery 82 β 16.39 / 16.63 Β±0.31 / 17.22 ms β 18.41 / 18.61 Β±0.14 / 18.83 ms β 1.12x slower β β QQuery 83 β 33.27 / 34.20 Β±1.40 / 36.96 ms β 29.81 / 31.19 Β±1.48 / 34.05 ms β +1.10x faster β β QQuery 84 β 29.37 / 29.60 Β±0.35 / 30.29 ms β 30.68 / 30.81 Β±0.13 / 31.00 ms β no change β β QQuery 85 β 102.57 / 106.22 Β±5.40 / 116.96 ms β 118.20 / 120.06 Β±2.10 / 124.03 ms β 1.13x slower β β QQuery 86 β 25.66 / 25.95 Β±0.25 / 26.34 ms β 29.45 / 30.07 Β±0.39 / 30.49 ms β 1.16x slower β β QQuery 87 β 61.36 / 62.56 Β±1.02 / 64.25 ms β 77.61 / 79.55 Β±3.02 / 85.50 ms β 1.27x slower β β QQuery 88 β 61.34 / 61.99 Β±0.36 / 62.40 ms β 67.65 / 71.59 Β±3.29 / 76.19 ms β 1.15x slower β β QQuery 89 β 34.81 / 35.67 Β±0.59 / 36.34 ms β 42.29 / 44.94 Β±3.08 / 50.44 ms β 1.26x slower β β QQuery 90 β 16.64 / 16.76 Β±0.09 / 16.93 ms β 18.66 / 18.96 Β±0.25 / 19.41 ms β 1.13x slower β β QQuery 91 β 43.91 / 44.52 Β±0.36 / 44.85 ms β 35.13 / 36.01 Β±1.14 / 38.23 ms β +1.24x faster β β QQuery 92 β 29.25 / 30.12 Β±0.89 / 31.80 ms β 28.76 / 29.19 Β±0.50 / 30.17 ms β no change β β QQuery 93 β 49.27 / 49.92 Β±0.42 / 50.36 ms β 48.76 / 49.26 Β±0.59 / 50.22 ms β no change β β QQuery 94 β 38.47 / 40.13 Β±2.49 / 45.06 ms β 34.61 / 34.94 Β±0.56 / 36.05 ms β +1.15x faster β β QQuery 95 β 80.76 / 81.69 Β±0.81 / 82.71 ms β 53.80 / 56.92 Β±4.86 / 66.55 ms β +1.44x faster β β QQuery 96 β 23.91 / 24.70 Β±1.12 / 26.91 ms β 26.11 / 27.43 Β±1.78 / 30.69 ms β 1.11x slower β β QQuery 97 β 51.90 / 53.03 Β±1.21 / 55.25 ms β 52.77 / 54.94 Β±1.75 / 57.10 ms β no change β β QQuery 98 β 42.92 / 43.39 Β±0.33 / 43.74 ms β 37.38 / 38.10 Β±0.82 / 39.62 ms β +1.14x faster β β QQuery 99 β 65.69 / 66.11 Β±0.26 / 66.34 ms β 53.66 / 57.53 Β±5.11 / 67.06 ms β +1.15x faster β βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9200.73ms β β Total Time (optional-filters-final) β 6988.24ms β β Average Time (HEAD) β 92.94ms β β Average Time (optional-filters-final) β 70.59ms β β Queries Faster β 42 β β Queries Slower β 31 β β Queries with No Change β 26 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββ΄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 | 198.0s | | CPU sys | 5.5s | | Peak spill | 0 B | **tpcds β branch** | Metric | Value | |--------|-------| | Wall time | 40.0s | | Peak memory | 1.9 GiB | | Avg memory | 1.2 GiB | | CPU user | 98.4s | | CPU sys | 5.4s | | 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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