adriangbot commented on PR #25716: URL: https://github.com/apache/datafusion/pull/25716#issuecomment-6075135639
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25716#issuecomment-6074999034) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing b104668 (b1046682e4ea04c7801739f561280cb1d3fa9dfd) to b104668 [diff](https://github.com/apache/datafusion/compare/b1046682e4ea04c7801739f561280cb1d3fa9dfd..b1046682e4ea04c7801739f561280cb1d3fa9dfd) <details><summary>Run configuration</summary> ```yaml run benchmark tpcds baseline: ref: "b104668" env: DATAFUSION_EXECUTION_PARQUET_PUSHDOWN_FILTERS: "false" changed: ref: "b104668" env: 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 fix_dedup-stringview-buffers-collectleft-joins -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³βββββββββββββ³βββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β fix_dedup-stringview-buffers-collectleft-joins β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.41 ms β 5.02 ms β +1.08x faster β β QQuery 2 β 80.31 ms β 46.68 ms β +1.72x faster β β QQuery 3 β 28.59 ms β 26.70 ms β +1.07x faster β β QQuery 4 β 460.11 ms β 357.79 ms β +1.29x faster β β QQuery 5 β 50.82 ms β 46.53 ms β +1.09x faster β β QQuery 6 β 35.37 ms β 36.48 ms β no change β β QQuery 7 β 72.30 ms β 83.23 ms β 1.15x slower β β QQuery 8 β 36.56 ms β 14.96 ms β +2.44x faster β β QQuery 9 β 50.89 ms β 111.66 ms β 2.19x slower β β QQuery 10 β 61.69 ms β 73.24 ms β 1.19x slower β β QQuery 11 β 284.28 ms β 219.10 ms β +1.30x faster β β QQuery 12 β 28.98 ms β 28.16 ms β no change β β QQuery 13 β 112.86 ms β 110.73 ms β no change β β QQuery 14 β 391.78 ms β 426.27 ms β 1.09x slower β β QQuery 15 β 54.52 ms β 24.34 ms β +2.24x faster β β QQuery 16 β 6.44 ms β 5.96 ms β +1.08x faster β β QQuery 17 β 79.26 ms β 115.36 ms β 1.46x slower β β QQuery 18 β 104.43 ms β 164.08 ms β 1.57x slower β β QQuery 19 β 41.17 ms β 39.68 ms β no change β β QQuery 20 β 36.13 ms β 31.32 ms β +1.15x faster β β QQuery 21 β 16.94 ms β 19.58 ms β 1.16x slower β β QQuery 22 β 66.19 ms β 63.45 ms β no change β β QQuery 23 β 306.76 ms β 375.32 ms β 1.22x slower β β QQuery 24 β 197.57 ms β 172.63 ms β +1.14x faster β β QQuery 25 β 108.81 ms β 117.52 ms β 1.08x slower β β QQuery 26 β 45.43 ms β 65.87 ms β 1.45x slower β β QQuery 27 β 5.74 ms β 5.98 ms β no change β β QQuery 28 β 55.62 ms β 73.29 ms β 1.32x slower β β QQuery 29 β 95.60 ms β 147.34 ms β 1.54x slower β β QQuery 30 β 33.04 ms β 32.49 ms β no change β β QQuery 31 β 109.42 ms β 124.97 ms β 1.14x slower β β QQuery 32 β 20.58 ms β 22.05 ms β 1.07x slower β β QQuery 33 β 36.84 ms β 39.63 ms β 1.08x slower β β QQuery 34 β 10.49 ms β 11.00 ms β no change β β QQuery 35 β 71.81 ms β 87.37 ms β 1.22x slower β β QQuery 36 β 5.43 ms β 5.51 ms β no change β β QQuery 37 β 6.71 ms β 7.09 ms β 1.06x slower β β QQuery 38 β 62.00 ms β 79.10 ms β 1.28x slower β β QQuery 39 β 72.50 ms β 71.72 ms β no change β β QQuery 40 β 23.36 ms β 20.22 ms β +1.16x faster β β QQuery 41 β 11.19 ms β 12.33 ms β 1.10x slower β β QQuery 42 β 23.79 ms β 24.28 ms β no change β β QQuery 43 β 4.55 ms β 4.41 ms β no change β β QQuery 44 β 8.47 ms β 8.49 ms β no change β β QQuery 45 β 36.23 ms β 26.89 ms β +1.35x faster β β QQuery 46 β 12.22 ms β 12.61 ms β no change β β QQuery 47 β 223.84 ms β 227.86 ms β no change β β QQuery 48 β 90.05 ms β 120.40 ms β 1.34x slower β β QQuery 49 β 68.89 ms β 87.64 ms β 1.27x slower β β QQuery 50 β 58.48 ms β 126.20 ms β 2.16x slower β β QQuery 51 β 93.32 ms β 101.55 ms β 1.09x slower β β QQuery 52 β 24.46 ms β 24.52 ms β no change β β QQuery 53 β 29.75 ms β 30.69 ms β no change β β QQuery 54 β 54.54 ms β 28.42 ms β +1.92x faster β β QQuery 55 β 24.09 ms β 24.56 ms β no change β β QQuery 56 β 38.25 ms β 35.03 ms β +1.09x faster β β QQuery 57 β 168.92 ms β 137.24 ms β +1.23x faster β β QQuery 58 β 106.07 ms β 73.76 ms β +1.44x faster β β QQuery 59 β 115.74 ms β 79.70 ms β +1.45x faster β β QQuery 60 β 38.32 ms β 38.70 ms β no change β β QQuery 61 β 11.31 ms β 11.03 ms β no change β β QQuery 62 β 43.60 ms β 42.94 ms β no change β β QQuery 63 β 29.51 ms β 30.81 ms β no change β β QQuery 64 β 359.18 ms β 516.11 ms β 1.44x slower β β QQuery 65 β 131.46 ms β 159.36 ms β 1.21x slower β β QQuery 66 β 74.71 ms β 63.62 ms β +1.17x faster β β QQuery 67 β 254.64 ms β 265.91 ms β no change β β QQuery 68 β 12.23 ms β 12.70 ms β no change β β QQuery 69 β 56.30 ms β 70.33 ms β 1.25x slower β β QQuery 70 β 103.10 ms β 121.40 ms β 1.18x slower β β QQuery 71 β 35.14 ms β 32.66 ms β +1.08x faster β β QQuery 72 β 1672.72 ms β 176.44 ms β +9.48x faster β β QQuery 73 β 10.55 ms β 10.73 ms β no change β β QQuery 74 β 166.65 ms β 150.40 ms β +1.11x faster β β QQuery 75 β 141.22 ms β 181.59 ms β 1.29x slower β β QQuery 76 β 34.23 ms β 40.33 ms β 1.18x slower β β QQuery 77 β 60.23 ms β 61.29 ms β no change β β QQuery 78 β 163.05 ms β 115.59 ms β +1.41x faster β β QQuery 79 β 66.19 ms β 67.40 ms β no change β β QQuery 80 β 95.76 ms β 75.38 ms β +1.27x faster β β QQuery 81 β 26.23 ms β 27.43 ms β no change β β QQuery 82 β 16.65 ms β 30.85 ms β 1.85x slower β β QQuery 83 β 33.18 ms β 28.79 ms β +1.15x faster β β QQuery 84 β 29.84 ms β 30.45 ms β no change β β QQuery 85 β 98.71 ms β 158.08 ms β 1.60x slower β β QQuery 86 β 26.04 ms β 30.23 ms β 1.16x slower β β QQuery 87 β 62.03 ms β 79.38 ms β 1.28x slower β β QQuery 88 β 60.21 ms β 64.25 ms β 1.07x slower β β QQuery 89 β 35.18 ms β 42.34 ms β 1.20x slower β β QQuery 90 β 16.60 ms β 17.97 ms β 1.08x slower β β QQuery 91 β 41.23 ms β 43.47 ms β 1.05x slower β β QQuery 92 β 29.96 ms β 31.23 ms β no change β β QQuery 93 β 49.18 ms β 49.24 ms β no change β β QQuery 94 β 38.36 ms β 36.29 ms β +1.06x faster β β QQuery 95 β 79.91 ms β 94.24 ms β 1.18x slower β β QQuery 96 β 23.92 ms β 26.18 ms β 1.09x slower β β QQuery 97 β 50.40 ms β 53.61 ms β 1.06x slower β β QQuery 98 β 42.40 ms β 38.32 ms β +1.11x faster β β QQuery 99 β 64.50 ms β 59.93 ms β +1.08x faster β βββββββββββββ΄βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 8950.25ms β β Total Time (fix_dedup-stringview-buffers-collectleft-joins) β 7883.07ms β β Average Time (HEAD) β 90.41ms β β Average Time (fix_dedup-stringview-buffers-collectleft-joins) β 79.63ms β β Queries Faster β 28 β β Queries Slower β 40 β β Queries with No Change β 31 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 -------------------- βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³βββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β fix_dedup-stringview-buffers-collectleft-joins β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.41 / 6.16 Β±1.12 / 8.38 ms β 5.02 / 5.63 Β±0.99 / 7.59 ms β +1.09x faster β β QQuery 2 β 80.31 / 80.57 Β±0.21 / 80.93 ms β 46.68 / 47.15 Β±0.28 / 47.47 ms β +1.71x faster β β QQuery 3 β 28.59 / 29.17 Β±0.32 / 29.56 ms β 26.70 / 26.85 Β±0.12 / 27.03 ms β +1.09x faster β β QQuery 4 β 460.11 / 467.83 Β±6.69 / 478.61 ms β 357.79 / 363.85 Β±4.16 / 369.73 ms β +1.29x faster β β QQuery 5 β 50.82 / 52.41 Β±2.58 / 57.53 ms β 46.53 / 47.12 Β±0.44 / 47.69 ms β +1.11x faster β β QQuery 6 β 35.37 / 35.71 Β±0.21 / 36.02 ms β 36.48 / 36.63 Β±0.10 / 36.78 ms β no change β β QQuery 7 β 72.30 / 73.19 Β±0.61 / 74.18 ms β 83.23 / 85.10 Β±2.59 / 90.19 ms β 1.16x slower β β QQuery 8 β 36.56 / 36.88 Β±0.23 / 37.25 ms β 14.96 / 15.28 Β±0.22 / 15.51 ms β +2.41x faster β β QQuery 9 β 50.89 / 55.57 Β±3.77 / 60.66 ms β 111.66 / 115.68 Β±2.41 / 117.63 ms β 2.08x slower β β QQuery 10 β 61.69 / 62.08 Β±0.28 / 62.56 ms β 73.24 / 76.54 Β±3.86 / 83.26 ms β 1.23x slower β β QQuery 11 β 284.28 / 287.21 Β±2.14 / 290.68 ms β 219.10 / 226.02 Β±6.71 / 238.01 ms β +1.27x faster β β QQuery 12 β 28.98 / 30.51 Β±2.86 / 36.23 ms β 28.16 / 28.51 Β±0.19 / 28.69 ms β +1.07x faster β β QQuery 13 β 112.86 / 114.52 Β±1.70 / 117.68 ms β 110.73 / 111.65 Β±0.82 / 113.09 ms β no change β β QQuery 14 β 391.78 / 394.82 Β±2.50 / 399.37 ms β 426.27 / 434.55 Β±7.43 / 447.86 ms β 1.10x slower β β QQuery 15 β 54.52 / 55.61 Β±0.76 / 56.70 ms β 24.34 / 25.89 Β±2.54 / 30.93 ms β +2.15x faster β β QQuery 16 β 6.44 / 6.55 Β±0.13 / 6.80 ms β 5.96 / 6.17 Β±0.16 / 6.43 ms β +1.06x faster β β QQuery 17 β 79.26 / 81.99 Β±4.22 / 90.38 ms β 115.36 / 115.72 Β±0.37 / 116.31 ms β 1.41x slower β β QQuery 18 β 104.43 / 106.09 Β±1.25 / 108.31 ms β 164.08 / 165.92 Β±1.05 / 166.93 ms β 1.56x slower β β QQuery 19 β 41.17 / 42.58 Β±1.33 / 44.88 ms β 39.68 / 40.20 Β±0.53 / 41.20 ms β +1.06x faster β β QQuery 20 β 36.13 / 36.55 Β±0.30 / 36.93 ms β 31.32 / 32.96 Β±2.50 / 37.93 ms β +1.11x faster β β QQuery 21 β 16.94 / 17.19 Β±0.17 / 17.43 ms β 19.58 / 20.12 Β±0.63 / 21.35 ms β 1.17x slower β β QQuery 22 β 66.19 / 67.91 Β±2.13 / 72.08 ms β 63.45 / 66.10 Β±2.71 / 71.24 ms β no change β β QQuery 23 β 306.76 / 310.29 Β±2.53 / 313.06 ms β 375.32 / 378.95 Β±3.29 / 383.99 ms β 1.22x slower β β QQuery 24 β 197.57 / 203.85 Β±6.46 / 215.94 ms β 172.63 / 177.28 Β±5.87 / 187.67 ms β +1.15x faster β β QQuery 25 β 108.81 / 109.57 Β±0.98 / 111.47 ms β 117.52 / 118.00 Β±0.50 / 118.92 ms β 1.08x slower β β QQuery 26 β 45.43 / 46.15 Β±0.39 / 46.59 ms β 65.87 / 67.20 Β±1.44 / 69.93 ms β 1.46x slower β β QQuery 27 β 5.74 / 6.45 Β±0.87 / 8.13 ms β 5.98 / 6.10 Β±0.07 / 6.17 ms β +1.06x faster β β QQuery 28 β 55.62 / 59.29 Β±2.60 / 62.58 ms β 73.29 / 75.44 Β±2.78 / 80.93 ms β 1.27x slower β β QQuery 29 β 95.60 / 98.45 Β±2.77 / 103.01 ms β 147.34 / 153.66 Β±6.80 / 164.47 ms β 1.56x slower β β QQuery 30 β 33.04 / 33.47 Β±0.40 / 34.21 ms β 32.49 / 33.14 Β±0.49 / 33.97 ms β no change β β QQuery 31 β 109.42 / 111.43 Β±2.35 / 115.96 ms β 124.97 / 127.73 Β±2.23 / 131.70 ms β 1.15x slower β β QQuery 32 β 20.58 / 21.10 Β±0.41 / 21.82 ms β 22.05 / 23.43 Β±2.38 / 28.17 ms β 1.11x slower β β QQuery 33 β 36.84 / 37.57 Β±0.75 / 38.91 ms β 39.63 / 39.93 Β±0.41 / 40.74 ms β 1.06x slower β β QQuery 34 β 10.49 / 10.87 Β±0.40 / 11.58 ms β 11.00 / 11.68 Β±0.62 / 12.77 ms β 1.07x slower β β QQuery 35 β 71.81 / 73.11 Β±1.21 / 75.25 ms β 87.37 / 87.79 Β±0.33 / 88.19 ms β 1.20x slower β β QQuery 36 β 5.43 / 5.63 Β±0.24 / 6.10 ms β 5.51 / 5.68 Β±0.23 / 6.14 ms β no change β β QQuery 37 β 6.71 / 6.82 Β±0.10 / 6.95 ms β 7.09 / 7.21 Β±0.09 / 7.33 ms β 1.06x slower β β QQuery 38 β 62.00 / 64.06 Β±2.82 / 69.59 ms β 79.10 / 81.76 Β±4.04 / 89.78 ms β 1.28x slower β β QQuery 39 β 72.50 / 72.99 Β±0.39 / 73.49 ms β 71.72 / 72.40 Β±0.56 / 73.22 ms β no change β β QQuery 40 β 23.36 / 24.13 Β±1.14 / 26.37 ms β 20.22 / 20.29 Β±0.07 / 20.42 ms β +1.19x faster β β QQuery 41 β 11.19 / 11.37 Β±0.13 / 11.54 ms β 12.33 / 12.44 Β±0.07 / 12.53 ms β 1.09x slower β β QQuery 42 β 23.79 / 24.24 Β±0.60 / 25.40 ms β 24.28 / 25.24 Β±1.01 / 26.95 ms β no change β β QQuery 43 β 4.55 / 4.72 Β±0.24 / 5.20 ms β 4.41 / 4.59 Β±0.25 / 5.07 ms β no change β β QQuery 44 β 8.47 / 8.58 Β±0.08 / 8.69 ms β 8.49 / 8.65 Β±0.12 / 8.79 ms β no change β β QQuery 45 β 36.23 / 37.99 Β±2.42 / 42.72 ms β 26.89 / 27.14 Β±0.14 / 27.33 ms β +1.40x faster β β QQuery 46 β 12.22 / 12.97 Β±0.77 / 14.32 ms β 12.61 / 12.90 Β±0.16 / 13.05 ms β no change β β QQuery 47 β 223.84 / 227.52 Β±3.75 / 234.08 ms β 227.86 / 230.84 Β±2.24 / 233.35 ms β no change β β QQuery 48 β 90.05 / 90.58 Β±0.53 / 91.31 ms β 120.40 / 121.77 Β±1.48 / 124.20 ms β 1.34x slower β β QQuery 49 β 68.89 / 70.99 Β±3.08 / 77.11 ms β 87.64 / 88.63 Β±0.89 / 90.02 ms β 1.25x slower β β QQuery 50 β 58.48 / 59.14 Β±0.47 / 59.63 ms β 126.20 / 126.89 Β±0.70 / 128.23 ms β 2.15x slower β β QQuery 51 β 93.32 / 95.18 Β±1.32 / 97.02 ms β 101.55 / 105.02 Β±3.86 / 112.49 ms β 1.10x slower β β QQuery 52 β 24.46 / 24.68 Β±0.14 / 24.86 ms β 24.52 / 24.71 Β±0.14 / 24.92 ms β no change β β QQuery 53 β 29.75 / 32.40 Β±4.30 / 40.93 ms β 30.69 / 30.91 Β±0.15 / 31.10 ms β no change β β QQuery 54 β 54.54 / 54.96 Β±0.48 / 55.89 ms β 28.42 / 31.63 Β±3.58 / 38.58 ms β +1.74x faster β β QQuery 55 β 24.09 / 25.05 Β±1.32 / 27.64 ms β 24.56 / 25.93 Β±1.87 / 29.58 ms β no change β β QQuery 56 β 38.25 / 38.96 Β±0.44 / 39.50 ms β 35.03 / 35.33 Β±0.23 / 35.62 ms β +1.10x faster β β QQuery 57 β 168.92 / 170.86 Β±3.34 / 177.52 ms β 137.24 / 138.45 Β±1.09 / 140.35 ms β +1.23x faster β β QQuery 58 β 106.07 / 108.14 Β±1.47 / 110.06 ms β 73.76 / 75.45 Β±1.93 / 79.20 ms β +1.43x faster β β QQuery 59 β 115.74 / 116.54 Β±1.14 / 118.77 ms β 79.70 / 80.02 Β±0.21 / 80.35 ms β +1.46x faster β β QQuery 60 β 38.32 / 39.23 Β±0.60 / 40.18 ms β 38.70 / 39.14 Β±0.59 / 40.30 ms β no change β β QQuery 61 β 11.31 / 11.50 Β±0.13 / 11.67 ms β 11.03 / 11.27 Β±0.15 / 11.45 ms β no change β β QQuery 62 β 43.60 / 44.97 Β±2.27 / 49.50 ms β 42.94 / 44.40 Β±2.66 / 49.73 ms β no change β β QQuery 63 β 29.51 / 30.02 Β±0.47 / 30.85 ms β 30.81 / 30.97 Β±0.19 / 31.32 ms β no change β β QQuery 64 β 359.18 / 364.33 Β±2.99 / 367.70 ms β 516.11 / 522.92 Β±6.23 / 533.20 ms β 1.44x slower β β QQuery 65 β 131.46 / 134.12 Β±1.89 / 136.28 ms β 159.36 / 162.79 Β±2.75 / 166.44 ms β 1.21x slower β β QQuery 66 β 74.71 / 77.57 Β±4.21 / 85.93 ms β 63.62 / 68.28 Β±5.35 / 78.27 ms β +1.14x faster β β QQuery 67 β 254.64 / 258.74 Β±3.59 / 263.64 ms β 265.91 / 275.37 Β±8.29 / 288.71 ms β 1.06x slower β β QQuery 68 β 12.23 / 12.75 Β±0.46 / 13.43 ms β 12.70 / 12.82 Β±0.09 / 12.93 ms β no change β β QQuery 69 β 56.30 / 56.94 Β±0.37 / 57.36 ms β 70.33 / 73.03 Β±3.81 / 80.61 ms β 1.28x slower β β QQuery 70 β 103.10 / 106.82 Β±3.87 / 113.30 ms β 121.40 / 125.64 Β±5.92 / 137.37 ms β 1.18x slower β β QQuery 71 β 35.14 / 36.62 Β±1.78 / 39.97 ms β 32.66 / 33.12 Β±0.50 / 34.04 ms β +1.11x faster β β QQuery 72 β 1672.72 / 1709.51 Β±24.93 / 1746.24 ms β 176.44 / 184.03 Β±13.88 / 211.78 ms β +9.29x faster β β QQuery 73 β 10.55 / 10.79 Β±0.18 / 11.00 ms β 10.73 / 11.06 Β±0.38 / 11.74 ms β no change β β QQuery 74 β 166.65 / 169.45 Β±2.55 / 173.91 ms β 150.40 / 154.59 Β±3.59 / 160.91 ms β +1.10x faster β β QQuery 75 β 141.22 / 141.91 Β±0.55 / 142.89 ms β 181.59 / 186.31 Β±6.27 / 198.64 ms β 1.31x slower β β QQuery 76 β 34.23 / 34.78 Β±0.48 / 35.68 ms β 40.33 / 40.64 Β±0.20 / 40.94 ms β 1.17x slower β β QQuery 77 β 60.23 / 62.17 Β±3.32 / 68.76 ms β 61.29 / 63.22 Β±2.84 / 68.86 ms β no change β β QQuery 78 β 163.05 / 167.37 Β±3.89 / 173.84 ms β 115.59 / 118.51 Β±3.13 / 123.61 ms β +1.41x faster β β QQuery 79 β 66.19 / 67.31 Β±0.85 / 68.28 ms β 67.40 / 67.67 Β±0.26 / 68.07 ms β no change β β QQuery 80 β 95.76 / 97.27 Β±0.98 / 98.79 ms β 75.38 / 79.17 Β±3.67 / 84.90 ms β +1.23x faster β β QQuery 81 β 26.23 / 27.84 Β±2.64 / 33.09 ms β 27.43 / 27.62 Β±0.13 / 27.82 ms β no change β β QQuery 82 β 16.65 / 16.76 Β±0.19 / 17.14 ms β 30.85 / 31.18 Β±0.32 / 31.75 ms β 1.86x slower β β QQuery 83 β 33.18 / 35.02 Β±3.27 / 41.55 ms β 28.79 / 29.18 Β±0.40 / 29.93 ms β +1.20x faster β β QQuery 84 β 29.84 / 30.71 Β±0.93 / 32.50 ms β 30.45 / 30.60 Β±0.11 / 30.77 ms β no change β β QQuery 85 β 98.71 / 100.19 Β±1.56 / 102.93 ms β 158.08 / 163.95 Β±4.97 / 172.35 ms β 1.64x slower β β QQuery 86 β 26.04 / 26.36 Β±0.24 / 26.72 ms β 30.23 / 30.45 Β±0.21 / 30.73 ms β 1.16x slower β β QQuery 87 β 62.03 / 64.29 Β±1.93 / 67.75 ms β 79.38 / 81.46 Β±2.65 / 86.49 ms β 1.27x slower β β QQuery 88 β 60.21 / 61.16 Β±0.97 / 63.00 ms β 64.25 / 69.44 Β±4.22 / 76.02 ms β 1.14x slower β β QQuery 89 β 35.18 / 35.49 Β±0.23 / 35.81 ms β 42.34 / 42.60 Β±0.19 / 42.84 ms β 1.20x slower β β QQuery 90 β 16.60 / 16.87 Β±0.17 / 17.06 ms β 17.97 / 18.25 Β±0.22 / 18.57 ms β 1.08x slower β β QQuery 91 β 41.23 / 41.97 Β±0.51 / 42.42 ms β 43.47 / 44.60 Β±0.74 / 45.65 ms β 1.06x slower β β QQuery 92 β 29.96 / 31.51 Β±2.50 / 36.49 ms β 31.23 / 35.23 Β±6.56 / 48.22 ms β 1.12x slower β β QQuery 93 β 49.18 / 50.05 Β±0.69 / 50.93 ms β 49.24 / 50.26 Β±0.70 / 51.07 ms β no change β β QQuery 94 β 38.36 / 39.12 Β±0.98 / 41.05 ms β 36.29 / 36.72 Β±0.29 / 37.16 ms β +1.07x faster β β QQuery 95 β 79.91 / 80.44 Β±0.48 / 81.21 ms β 94.24 / 97.92 Β±3.24 / 103.26 ms β 1.22x slower β β QQuery 96 β 23.92 / 25.53 Β±3.08 / 31.70 ms β 26.18 / 26.81 Β±0.56 / 27.84 ms β 1.05x slower β β QQuery 97 β 50.40 / 52.12 Β±2.40 / 56.86 ms β 53.61 / 54.72 Β±1.15 / 56.13 ms β no change β β QQuery 98 β 42.40 / 43.80 Β±1.74 / 47.19 ms β 38.32 / 40.49 Β±1.84 / 43.80 ms β +1.08x faster β β QQuery 99 β 64.50 / 64.87 Β±0.37 / 65.53 ms β 59.93 / 61.20 Β±1.19 / 63.03 ms β +1.06x faster β βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9129.44ms β β Total Time (fix_dedup-stringview-buffers-collectleft-joins) β 8065.44ms β β Average Time (HEAD) β 92.22ms β β Average Time (fix_dedup-stringview-buffers-collectleft-joins) β 81.47ms β β Queries Faster β 31 β β Queries Slower β 42 β β Queries with No Change β 26 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 | 50.0s | | Peak memory | 2.2 GiB | | Avg memory | 1.4 GiB | | CPU user | 192.7s | | CPU sys | 5.4s | | Peak spill | 0 B | **tpcds β branch** | Metric | Value | |--------|-------| | Wall time | 45.0s | | Peak memory | 1.8 GiB | | Avg memory | 1.2 GiB | | CPU user | 117.5s | | CPU sys | 5.7s | | 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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