adriangbot commented on PR #25716: URL: https://github.com/apache/datafusion/pull/25716#issuecomment-6152409134
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25716#issuecomment-6152177135) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing ca2623c (ca2623c7d2cebb6c529534331a67dbe129cbe7ff) to ca2623c [diff](https://github.com/apache/datafusion/compare/ca2623c7d2cebb6c529534331a67dbe129cbe7ff..ca2623c7d2cebb6c529534331a67dbe129cbe7ff) <details><summary>Run configuration</summary> ```yaml run benchmark tpcds baseline: ref: "ca2623c" env: DATAFUSION_EXECUTION_PARQUET_PUSHDOWN_FILTERS: "true" changed: ref: "ca2623c" env: DATAFUSION_EXECUTION_PARQUET_PUSHDOWN_FILTERS: "false" ``` </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 fix_dedup-stringview-buffers-collectleft-joins -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³ββββββββββββ³βββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β fix_dedup-stringview-buffers-collectleft-joins β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.55 ms β 5.95 ms β 1.07x slower β β QQuery 2 β 48.54 ms β 82.28 ms β 1.69x slower β β QQuery 3 β 27.51 ms β 29.70 ms β 1.08x slower β β QQuery 4 β 374.84 ms β 502.57 ms β 1.34x slower β β QQuery 5 β 48.08 ms β 52.46 ms β 1.09x slower β β QQuery 6 β 37.42 ms β 36.25 ms β no change β β QQuery 7 β 86.85 ms β 73.70 ms β +1.18x faster β β QQuery 8 β 15.75 ms β 37.47 ms β 2.38x slower β β QQuery 9 β 117.11 ms β 54.19 ms β +2.16x faster β β QQuery 10 β 74.30 ms β 62.40 ms β +1.19x faster β β QQuery 11 β 229.65 ms β 308.00 ms β 1.34x slower β β QQuery 12 β 29.66 ms β 30.23 ms β no change β β QQuery 13 β 112.79 ms β 116.39 ms β no change β β QQuery 14 β 442.81 ms β 396.53 ms β +1.12x faster β β QQuery 15 β 24.56 ms β 64.42 ms β 2.62x slower β β QQuery 16 β 6.28 ms β 7.00 ms β 1.11x slower β β QQuery 17 β 118.89 ms β 81.77 ms β +1.45x faster β β QQuery 18 β 167.93 ms β 110.67 ms β +1.52x faster β β QQuery 19 β 41.38 ms β 43.46 ms β 1.05x slower β β QQuery 20 β 33.08 ms β 38.39 ms β 1.16x slower β β QQuery 21 β 20.13 ms β 17.91 ms β +1.12x faster β β QQuery 22 β 67.07 ms β 68.90 ms β no change β β QQuery 23 β 397.30 ms β 339.10 ms β +1.17x faster β β QQuery 24 β 182.15 ms β 213.68 ms β 1.17x slower β β QQuery 25 β 119.75 ms β 110.47 ms β +1.08x faster β β QQuery 26 β 67.01 ms β 47.67 ms β +1.41x faster β β QQuery 27 β 6.51 ms β 6.54 ms β no change β β QQuery 28 β 77.40 ms β 57.96 ms β +1.34x faster β β QQuery 29 β 153.69 ms β 99.24 ms β +1.55x faster β β QQuery 30 β 33.48 ms β 34.59 ms β no change β β QQuery 31 β 131.29 ms β 113.07 ms β +1.16x faster β β QQuery 32 β 22.88 ms β 21.23 ms β +1.08x faster β β QQuery 33 β 40.57 ms β 37.87 ms β +1.07x faster β β QQuery 34 β 11.86 ms β 10.96 ms β +1.08x faster β β QQuery 35 β 91.97 ms β 76.89 ms β +1.20x faster β β QQuery 36 β 6.17 ms β 6.17 ms β no change β β QQuery 37 β 7.53 ms β 7.42 ms β no change β β QQuery 38 β 83.33 ms β 67.20 ms β +1.24x faster β β QQuery 39 β 73.86 ms β 78.59 ms β 1.06x slower β β QQuery 40 β 20.96 ms β 24.98 ms β 1.19x slower β β QQuery 41 β 12.89 ms β 12.22 ms β +1.05x faster β β QQuery 42 β 24.62 ms β 24.93 ms β no change β β QQuery 43 β 5.05 ms β 5.42 ms β 1.07x slower β β QQuery 44 β 9.22 ms β 9.63 ms β no change β β QQuery 45 β 29.59 ms β 43.99 ms β 1.49x slower β β QQuery 46 β 13.63 ms β 12.90 ms β +1.06x faster β β QQuery 47 β 242.72 ms β 268.59 ms β 1.11x slower β β QQuery 48 β 125.11 ms β 95.28 ms β +1.31x faster β β QQuery 49 β 90.58 ms β 74.19 ms β +1.22x faster β β QQuery 50 β 127.65 ms β 61.49 ms β +2.08x faster β β QQuery 51 β 103.78 ms β 94.08 ms β +1.10x faster β β QQuery 52 β 24.74 ms β 25.69 ms β no change β β QQuery 53 β 31.17 ms β 31.08 ms β no change β β QQuery 54 β 30.34 ms β 56.20 ms β 1.85x slower β β QQuery 55 β 24.44 ms β 25.17 ms β no change β β QQuery 56 β 35.81 ms β 39.96 ms β 1.12x slower β β QQuery 57 β 142.66 ms β 177.96 ms β 1.25x slower β β QQuery 58 β 75.28 ms β 112.16 ms β 1.49x slower β β QQuery 59 β 82.50 ms β 119.40 ms β 1.45x slower β β QQuery 60 β 39.35 ms β 40.78 ms β no change β β QQuery 61 β 11.79 ms β 11.85 ms β no change β β QQuery 62 β 43.39 ms β 44.86 ms β no change β β QQuery 63 β 32.12 ms β 30.49 ms β +1.05x faster β β QQuery 64 β 537.73 ms β 379.91 ms β +1.42x faster β β QQuery 65 β 167.22 ms β 135.75 ms β +1.23x faster β β QQuery 66 β 65.51 ms β 77.40 ms β 1.18x slower β β QQuery 67 β 285.19 ms β 267.46 ms β +1.07x faster β β QQuery 68 β 13.54 ms β 12.85 ms β +1.05x faster β β QQuery 69 β 73.94 ms β 57.73 ms β +1.28x faster β β QQuery 70 β 124.37 ms β 106.62 ms β +1.17x faster β β QQuery 71 β 32.88 ms β 36.57 ms β 1.11x slower β β QQuery 72 β 178.23 ms β 1784.83 ms β 10.01x slower β β QQuery 73 β 11.03 ms β 10.99 ms β no change β β QQuery 74 β 153.32 ms β 175.37 ms β 1.14x slower β β QQuery 75 β 185.53 ms β 141.29 ms β +1.31x faster β β QQuery 76 β 41.13 ms β 35.19 ms β +1.17x faster β β QQuery 77 β 63.54 ms β 62.83 ms β no change β β QQuery 78 β 121.25 ms β 171.93 ms β 1.42x slower β β QQuery 79 β 69.50 ms β 68.72 ms β no change β β QQuery 80 β 77.59 ms β 99.63 ms β 1.28x slower β β QQuery 81 β 28.49 ms β 27.80 ms β no change β β QQuery 82 β 32.36 ms β 17.59 ms β +1.84x faster β β QQuery 83 β 30.53 ms β 33.87 ms β 1.11x slower β β QQuery 84 β 31.05 ms β 30.34 ms β no change β β QQuery 85 β 163.60 ms β 100.33 ms β +1.63x faster β β QQuery 86 β 31.88 ms β 26.37 ms β +1.21x faster β β QQuery 87 β 82.96 ms β 68.24 ms β +1.22x faster β β QQuery 88 β 65.66 ms β 61.58 ms β +1.07x faster β β QQuery 89 β 43.49 ms β 37.03 ms β +1.17x faster β β QQuery 90 β 18.74 ms β 17.37 ms β +1.08x faster β β QQuery 91 β 45.35 ms β 42.54 ms β +1.07x faster β β QQuery 92 β 31.69 ms β 30.58 ms β no change β β QQuery 93 β 50.65 ms β 51.76 ms β no change β β QQuery 94 β 37.41 ms β 41.85 ms β 1.12x slower β β QQuery 95 β 95.55 ms β 85.18 ms β +1.12x faster β β QQuery 96 β 26.78 ms β 24.41 ms β +1.10x faster β β QQuery 97 β 55.82 ms β 52.74 ms β +1.06x faster β β QQuery 98 β 40.63 ms β 46.05 ms β 1.13x slower β β QQuery 99 β 62.34 ms β 66.43 ms β 1.07x slower β βββββββββββββ΄ββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 8192.78ms β β Total Time (fix_dedup-stringview-buffers-collectleft-joins) β 9479.73ms β β Average Time (HEAD) β 82.76ms β β Average Time (fix_dedup-stringview-buffers-collectleft-joins) β 95.75ms β β Queries Faster β 44 β β Queries Slower β 32 β β Queries with No Change β 23 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and fix_dedup-stringview-buffers-collectleft-joins -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³βββββββββββββββββββββββββββββββββββββ³βββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β fix_dedup-stringview-buffers-collectleft-joins β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.55 / 6.11 Β±0.91 / 7.92 ms β 5.95 / 6.53 Β±1.02 / 8.56 ms β 1.07x slower β β QQuery 2 β 48.54 / 49.04 Β±0.66 / 50.32 ms β 82.28 / 82.80 Β±0.43 / 83.59 ms β 1.69x slower β β QQuery 3 β 27.51 / 27.77 Β±0.23 / 28.13 ms β 29.70 / 29.90 Β±0.13 / 30.04 ms β 1.08x slower β β QQuery 4 β 374.84 / 381.44 Β±5.54 / 389.61 ms β 502.57 / 511.82 Β±7.05 / 521.04 ms β 1.34x slower β β QQuery 5 β 48.08 / 48.29 Β±0.17 / 48.47 ms β 52.46 / 52.97 Β±0.44 / 53.74 ms β 1.10x slower β β QQuery 6 β 37.42 / 37.75 Β±0.39 / 38.43 ms β 36.25 / 37.01 Β±0.50 / 37.49 ms β no change β β QQuery 7 β 86.85 / 89.25 Β±2.42 / 93.60 ms β 73.70 / 74.09 Β±0.23 / 74.30 ms β +1.20x faster β β QQuery 8 β 15.75 / 15.82 Β±0.09 / 16.00 ms β 37.47 / 39.40 Β±2.33 / 43.95 ms β 2.49x slower β β QQuery 9 β 117.11 / 122.33 Β±4.44 / 129.62 ms β 54.19 / 56.78 Β±2.18 / 60.71 ms β +2.15x faster β β QQuery 10 β 74.30 / 80.22 Β±5.09 / 89.31 ms β 62.40 / 62.82 Β±0.37 / 63.33 ms β +1.28x faster β β QQuery 11 β 229.65 / 238.25 Β±10.75 / 258.90 ms β 308.00 / 320.69 Β±9.56 / 333.75 ms β 1.35x slower β β QQuery 12 β 29.66 / 29.95 Β±0.28 / 30.43 ms β 30.23 / 30.77 Β±0.47 / 31.58 ms β no change β β QQuery 13 β 112.79 / 117.18 Β±5.77 / 128.54 ms β 116.39 / 117.45 Β±1.21 / 119.65 ms β no change β β QQuery 14 β 442.81 / 451.11 Β±6.55 / 462.54 ms β 396.53 / 405.31 Β±5.90 / 411.65 ms β +1.11x faster β β QQuery 15 β 24.56 / 24.80 Β±0.24 / 25.23 ms β 64.42 / 66.18 Β±1.24 / 67.78 ms β 2.67x slower β β QQuery 16 β 6.28 / 7.56 Β±2.30 / 12.16 ms β 7.00 / 7.15 Β±0.15 / 7.38 ms β +1.06x faster β β QQuery 17 β 118.89 / 124.26 Β±7.14 / 138.35 ms β 81.77 / 83.19 Β±1.71 / 86.25 ms β +1.49x faster β β QQuery 18 β 167.93 / 172.60 Β±4.32 / 177.87 ms β 110.67 / 112.00 Β±0.80 / 113.08 ms β +1.54x faster β β QQuery 19 β 41.38 / 42.04 Β±0.50 / 42.76 ms β 43.46 / 44.05 Β±0.32 / 44.44 ms β no change β β QQuery 20 β 33.08 / 33.50 Β±0.38 / 33.98 ms β 38.39 / 39.59 Β±1.38 / 42.30 ms β 1.18x slower β β QQuery 21 β 20.13 / 20.42 Β±0.26 / 20.74 ms β 17.91 / 18.18 Β±0.25 / 18.62 ms β +1.12x faster β β QQuery 22 β 67.07 / 69.24 Β±1.28 / 70.63 ms β 68.90 / 71.34 Β±1.57 / 73.45 ms β no change β β QQuery 23 β 397.30 / 402.95 Β±4.15 / 408.18 ms β 339.10 / 347.22 Β±7.15 / 358.20 ms β +1.16x faster β β QQuery 24 β 182.15 / 187.64 Β±3.80 / 193.80 ms β 213.68 / 219.21 Β±5.69 / 227.91 ms β 1.17x slower β β QQuery 25 β 119.75 / 124.43 Β±5.81 / 135.88 ms β 110.47 / 113.69 Β±2.10 / 117.07 ms β +1.09x faster β β QQuery 26 β 67.01 / 69.05 Β±1.35 / 71.26 ms β 47.67 / 49.34 Β±3.32 / 55.97 ms β +1.40x faster β β QQuery 27 β 6.51 / 6.61 Β±0.07 / 6.71 ms β 6.54 / 6.71 Β±0.11 / 6.87 ms β no change β β QQuery 28 β 77.40 / 80.17 Β±2.40 / 83.39 ms β 57.96 / 60.37 Β±2.15 / 62.94 ms β +1.33x faster β β QQuery 29 β 153.69 / 156.18 Β±3.91 / 163.95 ms β 99.24 / 101.59 Β±2.07 / 104.73 ms β +1.54x faster β β QQuery 30 β 33.48 / 33.89 Β±0.45 / 34.66 ms β 34.59 / 36.29 Β±2.33 / 40.86 ms β 1.07x slower β β QQuery 31 β 131.29 / 132.20 Β±0.67 / 133.10 ms β 113.07 / 115.17 Β±2.09 / 119.04 ms β +1.15x faster β β QQuery 32 β 22.88 / 23.31 Β±0.33 / 23.74 ms β 21.23 / 21.56 Β±0.27 / 22.04 ms β +1.08x faster β β QQuery 33 β 40.57 / 43.12 Β±4.48 / 52.06 ms β 37.87 / 38.39 Β±0.26 / 38.57 ms β +1.12x faster β β QQuery 34 β 11.86 / 12.17 Β±0.26 / 12.50 ms β 10.96 / 13.20 Β±3.63 / 20.42 ms β 1.08x slower β β QQuery 35 β 91.97 / 92.66 Β±0.70 / 93.98 ms β 76.89 / 77.91 Β±0.81 / 79.30 ms β +1.19x faster β β QQuery 36 β 6.17 / 6.29 Β±0.08 / 6.42 ms β 6.17 / 6.27 Β±0.08 / 6.38 ms β no change β β QQuery 37 β 7.53 / 7.65 Β±0.06 / 7.69 ms β 7.42 / 7.52 Β±0.08 / 7.64 ms β no change β β QQuery 38 β 83.33 / 85.70 Β±2.99 / 91.55 ms β 67.20 / 67.63 Β±0.25 / 67.88 ms β +1.27x faster β β QQuery 39 β 73.86 / 74.84 Β±0.83 / 76.03 ms β 78.59 / 81.38 Β±3.24 / 87.40 ms β 1.09x slower β β QQuery 40 β 20.96 / 21.97 Β±1.29 / 24.37 ms β 24.98 / 25.49 Β±0.30 / 25.84 ms β 1.16x slower β β QQuery 41 β 12.89 / 12.94 Β±0.05 / 13.03 ms β 12.22 / 12.30 Β±0.09 / 12.44 ms β no change β β QQuery 42 β 24.62 / 24.90 Β±0.34 / 25.46 ms β 24.93 / 25.48 Β±0.46 / 26.21 ms β no change β β QQuery 43 β 5.05 / 5.12 Β±0.06 / 5.22 ms β 5.42 / 5.52 Β±0.07 / 5.64 ms β 1.08x slower β β QQuery 44 β 9.22 / 9.43 Β±0.15 / 9.59 ms β 9.63 / 9.80 Β±0.12 / 9.99 ms β no change β β QQuery 45 β 29.59 / 32.38 Β±2.60 / 36.84 ms β 43.99 / 44.99 Β±0.74 / 45.63 ms β 1.39x slower β β QQuery 46 β 13.63 / 14.02 Β±0.22 / 14.31 ms β 12.90 / 13.11 Β±0.33 / 13.76 ms β +1.07x faster β β QQuery 47 β 242.72 / 252.15 Β±9.07 / 266.96 ms β 268.59 / 275.45 Β±3.90 / 279.30 ms β 1.09x slower β β QQuery 48 β 125.11 / 127.65 Β±2.24 / 131.63 ms β 95.28 / 95.81 Β±0.48 / 96.67 ms β +1.33x faster β β QQuery 49 β 90.58 / 92.17 Β±1.28 / 93.75 ms β 74.19 / 76.94 Β±4.98 / 86.88 ms β +1.20x faster β β QQuery 50 β 127.65 / 133.22 Β±5.69 / 142.79 ms β 61.49 / 62.70 Β±0.67 / 63.54 ms β +2.12x faster β β QQuery 51 β 103.78 / 105.51 Β±1.63 / 107.63 ms β 94.08 / 98.02 Β±2.52 / 100.89 ms β +1.08x faster β β QQuery 52 β 24.74 / 25.03 Β±0.17 / 25.20 ms β 25.69 / 27.34 Β±2.05 / 31.36 ms β 1.09x slower β β QQuery 53 β 31.17 / 33.57 Β±4.59 / 42.74 ms β 31.08 / 31.69 Β±0.58 / 32.63 ms β +1.06x faster β β QQuery 54 β 30.34 / 31.78 Β±0.86 / 32.65 ms β 56.20 / 56.49 Β±0.29 / 57.04 ms β 1.78x slower β β QQuery 55 β 24.44 / 24.67 Β±0.15 / 24.84 ms β 25.17 / 25.72 Β±0.51 / 26.63 ms β no change β β QQuery 56 β 35.81 / 36.00 Β±0.19 / 36.34 ms β 39.96 / 40.64 Β±0.73 / 42.01 ms β 1.13x slower β β QQuery 57 β 142.66 / 145.85 Β±3.47 / 150.65 ms β 177.96 / 183.02 Β±3.69 / 188.64 ms β 1.25x slower β β QQuery 58 β 75.28 / 75.96 Β±0.48 / 76.78 ms β 112.16 / 115.75 Β±3.70 / 121.92 ms β 1.52x slower β β QQuery 59 β 82.50 / 84.58 Β±1.45 / 86.88 ms β 119.40 / 120.58 Β±0.81 / 121.64 ms β 1.43x slower β β QQuery 60 β 39.35 / 40.18 Β±0.99 / 42.09 ms β 40.78 / 42.03 Β±2.32 / 46.68 ms β no change β β QQuery 61 β 11.79 / 11.90 Β±0.09 / 11.99 ms β 11.85 / 12.05 Β±0.12 / 12.20 ms β no change β β QQuery 62 β 43.39 / 43.91 Β±0.33 / 44.32 ms β 44.86 / 45.10 Β±0.19 / 45.33 ms β no change β β QQuery 63 β 32.12 / 32.35 Β±0.14 / 32.57 ms β 30.49 / 30.65 Β±0.10 / 30.78 ms β +1.06x faster β β QQuery 64 β 537.73 / 543.42 Β±7.01 / 557.00 ms β 379.91 / 388.70 Β±6.00 / 398.59 ms β +1.40x faster β β QQuery 65 β 167.22 / 168.39 Β±0.77 / 169.51 ms β 135.75 / 138.28 Β±2.33 / 142.42 ms β +1.22x faster β β QQuery 66 β 65.51 / 66.83 Β±1.20 / 69.05 ms β 77.40 / 79.34 Β±1.12 / 80.41 ms β 1.19x slower β β QQuery 67 β 285.19 / 291.96 Β±5.58 / 299.56 ms β 267.46 / 276.00 Β±4.71 / 280.49 ms β +1.06x faster β β QQuery 68 β 13.54 / 14.29 Β±0.93 / 16.06 ms β 12.85 / 15.91 Β±5.27 / 26.39 ms β 1.11x slower β β QQuery 69 β 73.94 / 74.80 Β±0.49 / 75.41 ms β 57.73 / 58.16 Β±0.27 / 58.52 ms β +1.29x faster β β QQuery 70 β 124.37 / 130.66 Β±5.92 / 140.25 ms β 106.62 / 108.96 Β±2.66 / 113.04 ms β +1.20x faster β β QQuery 71 β 32.88 / 33.27 Β±0.30 / 33.56 ms β 36.57 / 39.85 Β±5.13 / 50.04 ms β 1.20x slower β β QQuery 72 β 178.23 / 185.56 Β±5.79 / 193.49 ms β 1784.83 / 1840.21 Β±28.23 / 1859.22 ms β 9.92x slower β β QQuery 73 β 11.03 / 11.50 Β±0.39 / 12.18 ms β 10.99 / 12.23 Β±1.07 / 13.98 ms β 1.06x slower β β QQuery 74 β 153.32 / 160.57 Β±8.56 / 175.19 ms β 175.37 / 186.67 Β±6.69 / 194.37 ms β 1.16x slower β β QQuery 75 β 185.53 / 187.98 Β±2.52 / 192.40 ms β 141.29 / 142.98 Β±1.60 / 145.48 ms β +1.31x faster β β QQuery 76 β 41.13 / 41.85 Β±0.58 / 42.74 ms β 35.19 / 37.03 Β±2.84 / 42.68 ms β +1.13x faster β β QQuery 77 β 63.54 / 64.00 Β±0.39 / 64.63 ms β 62.83 / 63.10 Β±0.34 / 63.75 ms β no change β β QQuery 78 β 121.25 / 124.87 Β±2.28 / 127.35 ms β 171.93 / 178.19 Β±5.91 / 187.87 ms β 1.43x slower β β QQuery 79 β 69.50 / 70.11 Β±0.43 / 70.79 ms β 68.72 / 69.60 Β±0.71 / 70.65 ms β no change β β QQuery 80 β 77.59 / 80.39 Β±3.54 / 87.33 ms β 99.63 / 104.63 Β±6.89 / 118.12 ms β 1.30x slower β β QQuery 81 β 28.49 / 30.15 Β±2.58 / 35.29 ms β 27.80 / 28.27 Β±0.31 / 28.69 ms β +1.07x faster β β QQuery 82 β 32.36 / 32.69 Β±0.21 / 32.93 ms β 17.59 / 18.44 Β±1.17 / 20.75 ms β +1.77x faster β β QQuery 83 β 30.53 / 30.93 Β±0.26 / 31.17 ms β 33.87 / 34.48 Β±0.36 / 34.81 ms β 1.11x slower β β QQuery 84 β 31.05 / 31.41 Β±0.25 / 31.72 ms β 30.34 / 30.69 Β±0.33 / 31.29 ms β no change β β QQuery 85 β 163.60 / 168.05 Β±3.58 / 173.02 ms β 100.33 / 105.88 Β±6.79 / 118.65 ms β +1.59x faster β β QQuery 86 β 31.88 / 32.20 Β±0.23 / 32.46 ms β 26.37 / 27.35 Β±0.59 / 28.07 ms β +1.18x faster β β QQuery 87 β 82.96 / 83.56 Β±0.48 / 84.11 ms β 68.24 / 69.22 Β±0.86 / 70.52 ms β +1.21x faster β β QQuery 88 β 65.66 / 73.15 Β±6.58 / 84.06 ms β 61.58 / 63.78 Β±3.00 / 69.63 ms β +1.15x faster β β QQuery 89 β 43.49 / 43.85 Β±0.30 / 44.23 ms β 37.03 / 37.93 Β±0.58 / 38.75 ms β +1.16x faster β β QQuery 90 β 18.74 / 18.98 Β±0.16 / 19.24 ms β 17.37 / 17.67 Β±0.36 / 18.35 ms β +1.07x faster β β QQuery 91 β 45.35 / 48.37 Β±3.45 / 54.87 ms β 42.54 / 42.98 Β±0.23 / 43.15 ms β +1.13x faster β β QQuery 92 β 31.69 / 32.28 Β±0.41 / 32.88 ms β 30.58 / 31.51 Β±0.50 / 32.01 ms β no change β β QQuery 93 β 50.65 / 51.99 Β±1.20 / 53.39 ms β 51.76 / 52.37 Β±0.74 / 53.55 ms β no change β β QQuery 94 β 37.41 / 37.94 Β±0.39 / 38.56 ms β 41.85 / 44.20 Β±2.29 / 48.42 ms β 1.16x slower β β QQuery 95 β 95.55 / 97.88 Β±2.49 / 102.72 ms β 85.18 / 86.42 Β±1.13 / 87.85 ms β +1.13x faster β β QQuery 96 β 26.78 / 28.08 Β±1.48 / 30.81 ms β 24.41 / 24.64 Β±0.18 / 24.92 ms β +1.14x faster β β QQuery 97 β 55.82 / 57.49 Β±1.13 / 59.32 ms β 52.74 / 54.39 Β±1.31 / 56.32 ms β +1.06x faster β β QQuery 98 β 40.63 / 43.52 Β±2.17 / 46.13 ms β 46.05 / 47.13 Β±0.65 / 47.83 ms β 1.08x slower β β QQuery 99 β 62.34 / 64.20 Β±2.49 / 69.06 ms β 66.43 / 66.72 Β±0.25 / 67.13 ms β no change β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 8402.19ms β β Total Time (fix_dedup-stringview-buffers-collectleft-joins) β 9733.98ms β β Average Time (HEAD) β 84.87ms β β Average Time (fix_dedup-stringview-buffers-collectleft-joins) β 98.32ms β β Queries Faster β 44 β β Queries Slower β 34 β β Queries with No Change β 21 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **tpcds β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 45.0s | | Peak memory | 1.7 GiB | | Avg memory | 1.1 GiB | | CPU user | 122.7s | | CPU sys | 6.3s | | Peak spill | 0 B | **tpcds β branch** | Metric | Value | |--------|-------| | Wall time | 50.0s | | Peak memory | 1.9 GiB | | Avg memory | 1.5 GiB | | CPU user | 210.9s | | 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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