adriangbot commented on PR #25716: URL: https://github.com/apache/datafusion/pull/25716#issuecomment-6074629884
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25716#issuecomment-6074480929) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing fix/dedup-stringview-buffers-collectleft-joins (b1046682e4ea04c7801739f561280cb1d3fa9dfd) to b7c7bc2 (merge-base) [diff](https://github.com/apache/datafusion/compare/b7c7bc2c3930e58f55ea809b2e33755fc5241e65..b1046682e4ea04c7801739f561280cb1d3fa9dfd) <details><summary>Run configuration</summary> ```yaml run benchmark tpcds baseline: env: DATAFUSION_EXECUTION_PARQUET_PUSHDOWN_FILTERS: "false" changed: 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 5.17 ms β 5.00 ms β no change β β QQuery 2 β 79.02 ms β 45.51 ms β +1.74x faster β β QQuery 3 β 28.35 ms β 26.25 ms β +1.08x faster β β QQuery 4 β 423.62 ms β 345.39 ms β +1.23x faster β β QQuery 5 β 49.74 ms β 46.56 ms β +1.07x faster β β QQuery 6 β 34.74 ms β 36.13 ms β no change β β QQuery 7 β 71.34 ms β 82.54 ms β 1.16x slower β β QQuery 8 β 35.33 ms β 14.56 ms β +2.43x faster β β QQuery 9 β 49.51 ms β 108.94 ms β 2.20x slower β β QQuery 10 β 60.94 ms β 72.94 ms β 1.20x slower β β QQuery 11 β 257.84 ms β 211.99 ms β +1.22x faster β β QQuery 12 β 28.79 ms β 27.12 ms β +1.06x faster β β QQuery 13 β 113.10 ms β 110.24 ms β no change β β QQuery 14 β 383.50 ms β 423.36 ms β 1.10x slower β β QQuery 15 β 52.06 ms β 23.13 ms β +2.25x faster β β QQuery 16 β 6.22 ms β 5.75 ms β +1.08x faster β β QQuery 17 β 78.67 ms β 115.67 ms β 1.47x slower β β QQuery 18 β 102.59 ms β 161.25 ms β 1.57x slower β β QQuery 19 β 40.89 ms β 38.90 ms β no change β β QQuery 20 β 34.90 ms β 30.78 ms β +1.13x faster β β QQuery 21 β 16.51 ms β 19.16 ms β 1.16x slower β β QQuery 22 β 62.22 ms β 62.16 ms β no change β β QQuery 23 β 300.89 ms β 366.90 ms β 1.22x slower β β QQuery 24 β 186.10 ms β 166.69 ms β +1.12x faster β β QQuery 25 β 107.29 ms β 115.70 ms β 1.08x slower β β QQuery 26 β 44.73 ms β 63.95 ms β 1.43x slower β β QQuery 27 β 5.77 ms β 5.60 ms β no change β β QQuery 28 β 55.52 ms β 73.15 ms β 1.32x slower β β QQuery 29 β 95.03 ms β 145.28 ms β 1.53x slower β β QQuery 30 β 32.40 ms β 31.69 ms β no change β β QQuery 31 β 107.22 ms β 128.91 ms β 1.20x slower β β QQuery 32 β 19.63 ms β 21.12 ms β 1.08x slower β β QQuery 33 β 36.60 ms β 38.61 ms β 1.05x slower β β QQuery 34 β 9.77 ms β 10.50 ms β 1.07x slower β β QQuery 35 β 71.23 ms β 85.33 ms β 1.20x slower β β QQuery 36 β 5.50 ms β 5.35 ms β no change β β QQuery 37 β 6.76 ms β 6.86 ms β no change β β QQuery 38 β 60.23 ms β 76.86 ms β 1.28x slower β β QQuery 39 β 71.97 ms β 70.45 ms β no change β β QQuery 40 β 22.83 ms β 19.78 ms β +1.15x faster β β QQuery 41 β 10.93 ms β 12.15 ms β 1.11x slower β β QQuery 42 β 23.63 ms β 23.75 ms β no change β β QQuery 43 β 4.64 ms β 4.42 ms β no change β β QQuery 44 β 8.45 ms β 8.37 ms β no change β β QQuery 45 β 34.33 ms β 26.87 ms β +1.28x faster β β QQuery 46 β 11.34 ms β 12.22 ms β 1.08x slower β β QQuery 47 β 216.92 ms β 221.14 ms β no change β β QQuery 48 β 89.88 ms β 118.86 ms β 1.32x slower β β QQuery 49 β 69.18 ms β 86.06 ms β 1.24x slower β β QQuery 50 β 57.43 ms β 125.07 ms β 2.18x slower β β QQuery 51 β 91.74 ms β 104.47 ms β 1.14x slower β β QQuery 52 β 23.65 ms β 23.88 ms β no change β β QQuery 53 β 28.48 ms β 30.47 ms β 1.07x slower β β QQuery 54 β 52.37 ms β 27.96 ms β +1.87x faster β β QQuery 55 β 22.95 ms β 22.81 ms β no change β β QQuery 56 β 37.28 ms β 33.70 ms β +1.11x faster β β QQuery 57 β 164.47 ms β 134.97 ms β +1.22x faster β β QQuery 58 β 104.46 ms β 71.58 ms β +1.46x faster β β QQuery 59 β 114.41 ms β 79.31 ms β +1.44x faster β β QQuery 60 β 38.27 ms β 37.77 ms β no change β β QQuery 61 β 10.80 ms β 10.79 ms β no change β β QQuery 62 β 42.65 ms β 41.60 ms β no change β β QQuery 63 β 28.80 ms β 30.27 ms β 1.05x slower β β QQuery 64 β 357.04 ms β 511.56 ms β 1.43x slower β β QQuery 65 β 128.83 ms β 163.64 ms β 1.27x slower β β QQuery 66 β 74.03 ms β 62.37 ms β +1.19x faster β β QQuery 67 β 234.69 ms β 249.47 ms β 1.06x slower β β QQuery 68 β 11.50 ms β 12.12 ms β 1.05x slower β β QQuery 69 β 55.06 ms β 72.02 ms β 1.31x slower β β QQuery 70 β 102.71 ms β 119.04 ms β 1.16x slower β β QQuery 71 β 34.37 ms β 31.81 ms β +1.08x faster β β QQuery 72 β 1622.21 ms β 169.47 ms β +9.57x faster β β QQuery 73 β 9.41 ms β 10.88 ms β 1.16x slower β β QQuery 74 β 150.64 ms β 146.09 ms β no change β β QQuery 75 β 139.37 ms β 178.06 ms β 1.28x slower β β QQuery 76 β 33.64 ms β 39.84 ms β 1.18x slower β β QQuery 77 β 59.28 ms β 61.54 ms β no change β β QQuery 78 β 158.02 ms β 114.76 ms β +1.38x faster β β QQuery 79 β 65.61 ms β 67.53 ms β no change β β QQuery 80 β 93.66 ms β 74.95 ms β +1.25x faster β β QQuery 81 β 25.18 ms β 26.53 ms β 1.05x slower β β QQuery 82 β 16.07 ms β 31.14 ms β 1.94x slower β β QQuery 83 β 32.33 ms β 28.46 ms β +1.14x faster β β QQuery 84 β 29.15 ms β 30.30 ms β no change β β QQuery 85 β 95.76 ms β 159.69 ms β 1.67x slower β β QQuery 86 β 24.66 ms β 29.89 ms β 1.21x slower β β QQuery 87 β 59.96 ms β 77.32 ms β 1.29x slower β β QQuery 88 β 58.63 ms β 63.68 ms β 1.09x slower β β QQuery 89 β 34.92 ms β 42.10 ms β 1.21x slower β β QQuery 90 β 16.04 ms β 17.75 ms β 1.11x slower β β QQuery 91 β 40.04 ms β 43.92 ms β 1.10x slower β β QQuery 92 β 28.46 ms β 29.09 ms β no change β β QQuery 93 β 49.14 ms β 47.94 ms β no change β β QQuery 94 β 37.16 ms β 36.37 ms β no change β β QQuery 95 β 78.15 ms β 93.73 ms β 1.20x slower β β QQuery 96 β 23.12 ms β 25.92 ms β 1.12x slower β β QQuery 97 β 50.19 ms β 53.54 ms β 1.07x slower β β QQuery 98 β 42.66 ms β 38.09 ms β +1.12x faster β β QQuery 99 β 63.87 ms β 59.32 ms β +1.08x faster β βββββββββββββ΄βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 8677.14ms β β Total Time (fix_dedup-stringview-buffers-collectleft-joins) β 7754.49ms β β Average Time (HEAD) β 87.65ms β β Average Time (fix_dedup-stringview-buffers-collectleft-joins) β 78.33ms β β Queries Faster β 26 β β Queries Slower β 47 β β Queries with No Change β 26 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 5.17 / 5.85 Β±1.02 / 7.86 ms β 5.00 / 5.52 Β±0.95 / 7.42 ms β +1.06x faster β β QQuery 2 β 79.02 / 79.57 Β±0.45 / 80.07 ms β 45.51 / 46.03 Β±0.46 / 46.87 ms β +1.73x faster β β QQuery 3 β 28.35 / 28.57 Β±0.19 / 28.81 ms β 26.25 / 26.58 Β±0.32 / 27.17 ms β +1.07x faster β β QQuery 4 β 423.62 / 430.31 Β±4.00 / 435.86 ms β 345.39 / 351.19 Β±3.81 / 356.93 ms β +1.23x faster β β QQuery 5 β 49.74 / 50.31 Β±0.73 / 51.73 ms β 46.56 / 46.95 Β±0.42 / 47.56 ms β +1.07x faster β β QQuery 6 β 34.74 / 36.11 Β±1.08 / 37.99 ms β 36.13 / 36.33 Β±0.17 / 36.58 ms β no change β β QQuery 7 β 71.34 / 72.62 Β±0.91 / 73.54 ms β 82.54 / 83.41 Β±0.53 / 84.09 ms β 1.15x slower β β QQuery 8 β 35.33 / 35.67 Β±0.27 / 36.00 ms β 14.56 / 16.12 Β±2.30 / 20.68 ms β +2.21x faster β β QQuery 9 β 49.51 / 52.64 Β±1.79 / 54.94 ms β 108.94 / 111.06 Β±1.54 / 112.71 ms β 2.11x slower β β QQuery 10 β 60.94 / 63.37 Β±3.19 / 69.65 ms β 72.94 / 73.27 Β±0.22 / 73.53 ms β 1.16x slower β β QQuery 11 β 257.84 / 263.39 Β±4.82 / 270.78 ms β 211.99 / 215.59 Β±3.44 / 220.88 ms β +1.22x faster β β QQuery 12 β 28.79 / 28.93 Β±0.11 / 29.06 ms β 27.12 / 27.79 Β±0.42 / 28.39 ms β no change β β QQuery 13 β 113.10 / 114.14 Β±1.05 / 116.10 ms β 110.24 / 111.23 Β±0.98 / 112.76 ms β no change β β QQuery 14 β 383.50 / 386.05 Β±1.58 / 387.59 ms β 423.36 / 429.24 Β±4.58 / 435.53 ms β 1.11x slower β β QQuery 15 β 52.06 / 53.81 Β±2.04 / 57.54 ms β 23.13 / 24.97 Β±2.77 / 30.49 ms β +2.15x faster β β QQuery 16 β 6.22 / 6.38 Β±0.18 / 6.73 ms β 5.75 / 5.92 Β±0.18 / 6.25 ms β +1.08x faster β β QQuery 17 β 78.67 / 79.32 Β±0.48 / 79.98 ms β 115.67 / 118.30 Β±4.11 / 126.50 ms β 1.49x slower β β QQuery 18 β 102.59 / 104.41 Β±1.52 / 106.28 ms β 161.25 / 165.76 Β±3.49 / 171.61 ms β 1.59x slower β β QQuery 19 β 40.89 / 41.43 Β±0.42 / 41.94 ms β 38.90 / 39.69 Β±0.85 / 41.30 ms β no change β β QQuery 20 β 34.90 / 35.30 Β±0.45 / 36.14 ms β 30.78 / 31.03 Β±0.20 / 31.38 ms β +1.14x faster β β QQuery 21 β 16.51 / 16.73 Β±0.13 / 16.92 ms β 19.16 / 19.39 Β±0.21 / 19.77 ms β 1.16x slower β β QQuery 22 β 62.22 / 63.24 Β±1.10 / 65.29 ms β 62.16 / 62.96 Β±0.98 / 64.87 ms β no change β β QQuery 23 β 300.89 / 302.97 Β±1.82 / 306.00 ms β 366.90 / 371.66 Β±3.74 / 376.80 ms β 1.23x slower β β QQuery 24 β 186.10 / 189.93 Β±2.31 / 192.58 ms β 166.69 / 171.21 Β±5.43 / 181.15 ms β +1.11x faster β β QQuery 25 β 107.29 / 108.96 Β±1.25 / 110.53 ms β 115.70 / 116.94 Β±1.85 / 120.55 ms β 1.07x slower β β QQuery 26 β 44.73 / 46.71 Β±2.59 / 51.79 ms β 63.95 / 66.06 Β±2.41 / 70.51 ms β 1.41x slower β β QQuery 27 β 5.77 / 6.03 Β±0.27 / 6.54 ms β 5.60 / 6.02 Β±0.24 / 6.28 ms β no change β β QQuery 28 β 55.52 / 58.86 Β±2.70 / 61.64 ms β 73.15 / 76.65 Β±2.78 / 81.42 ms β 1.30x slower β β QQuery 29 β 95.03 / 96.09 Β±0.89 / 97.42 ms β 145.28 / 146.34 Β±0.78 / 147.52 ms β 1.52x slower β β QQuery 30 β 32.40 / 34.42 Β±3.69 / 41.80 ms β 31.69 / 32.45 Β±0.81 / 33.96 ms β +1.06x faster β β QQuery 31 β 107.22 / 107.60 Β±0.27 / 107.96 ms β 128.91 / 133.26 Β±6.88 / 146.93 ms β 1.24x slower β β QQuery 32 β 19.63 / 20.53 Β±0.80 / 21.99 ms β 21.12 / 21.43 Β±0.23 / 21.80 ms β no change β β QQuery 33 β 36.60 / 36.96 Β±0.22 / 37.26 ms β 38.61 / 40.49 Β±3.13 / 46.72 ms β 1.10x slower β β QQuery 34 β 9.77 / 10.09 Β±0.25 / 10.53 ms β 10.50 / 12.27 Β±2.68 / 17.61 ms β 1.22x slower β β QQuery 35 β 71.23 / 72.44 Β±0.94 / 73.51 ms β 85.33 / 86.06 Β±0.55 / 86.84 ms β 1.19x slower β β QQuery 36 β 5.50 / 5.64 Β±0.22 / 6.07 ms β 5.35 / 5.56 Β±0.27 / 6.10 ms β no change β β QQuery 37 β 6.76 / 6.84 Β±0.04 / 6.87 ms β 6.86 / 6.97 Β±0.07 / 7.08 ms β no change β β QQuery 38 β 60.23 / 60.59 Β±0.32 / 61.06 ms β 76.86 / 78.22 Β±1.90 / 81.93 ms β 1.29x slower β β QQuery 39 β 71.97 / 73.64 Β±2.61 / 78.84 ms β 70.45 / 72.98 Β±3.18 / 79.15 ms β no change β β QQuery 40 β 22.83 / 23.38 Β±0.47 / 24.19 ms β 19.78 / 20.07 Β±0.22 / 20.40 ms β +1.16x faster β β QQuery 41 β 10.93 / 11.08 Β±0.16 / 11.39 ms β 12.15 / 12.29 Β±0.10 / 12.42 ms β 1.11x slower β β QQuery 42 β 23.63 / 24.01 Β±0.46 / 24.86 ms β 23.75 / 23.89 Β±0.14 / 24.16 ms β no change β β QQuery 43 β 4.64 / 4.76 Β±0.16 / 5.09 ms β 4.42 / 4.54 Β±0.22 / 4.98 ms β no change β β QQuery 44 β 8.45 / 8.53 Β±0.11 / 8.74 ms β 8.37 / 8.45 Β±0.07 / 8.57 ms β no change β β QQuery 45 β 34.33 / 35.56 Β±0.66 / 36.10 ms β 26.87 / 27.08 Β±0.24 / 27.37 ms β +1.31x faster β β QQuery 46 β 11.34 / 11.91 Β±0.33 / 12.33 ms β 12.22 / 13.02 Β±0.42 / 13.45 ms β 1.09x slower β β QQuery 47 β 216.92 / 219.64 Β±3.35 / 225.81 ms β 221.14 / 224.27 Β±3.05 / 229.79 ms β no change β β QQuery 48 β 89.88 / 91.71 Β±1.71 / 94.94 ms β 118.86 / 122.15 Β±3.29 / 128.03 ms β 1.33x slower β β QQuery 49 β 69.18 / 69.94 Β±0.87 / 71.54 ms β 86.06 / 88.03 Β±2.47 / 92.76 ms β 1.26x slower β β QQuery 50 β 57.43 / 58.73 Β±1.23 / 61.03 ms β 125.07 / 129.51 Β±7.16 / 143.73 ms β 2.21x slower β β QQuery 51 β 91.74 / 93.55 Β±1.01 / 94.51 ms β 104.47 / 106.03 Β±1.60 / 108.74 ms β 1.13x slower β β QQuery 52 β 23.65 / 24.27 Β±0.54 / 24.94 ms β 23.88 / 24.35 Β±0.46 / 25.14 ms β no change β β QQuery 53 β 28.48 / 29.09 Β±0.39 / 29.48 ms β 30.47 / 30.65 Β±0.19 / 30.98 ms β 1.05x slower β β QQuery 54 β 52.37 / 53.03 Β±0.40 / 53.46 ms β 27.96 / 30.07 Β±1.24 / 31.33 ms β +1.76x faster β β QQuery 55 β 22.95 / 23.16 Β±0.16 / 23.38 ms β 22.81 / 23.19 Β±0.21 / 23.46 ms β no change β β QQuery 56 β 37.28 / 40.04 Β±3.11 / 46.02 ms β 33.70 / 35.04 Β±2.39 / 39.82 ms β +1.14x faster β β QQuery 57 β 164.47 / 165.31 Β±0.53 / 165.96 ms β 134.97 / 137.51 Β±3.62 / 144.56 ms β +1.20x faster β β QQuery 58 β 104.46 / 106.61 Β±2.03 / 110.43 ms β 71.58 / 72.98 Β±1.00 / 74.59 ms β +1.46x faster β β QQuery 59 β 114.41 / 116.44 Β±2.77 / 121.86 ms β 79.31 / 81.15 Β±2.21 / 84.99 ms β +1.43x faster β β QQuery 60 β 38.27 / 38.82 Β±0.66 / 40.09 ms β 37.77 / 38.51 Β±0.45 / 39.15 ms β no change β β QQuery 61 β 10.80 / 10.95 Β±0.23 / 11.40 ms β 10.79 / 10.97 Β±0.14 / 11.19 ms β no change β β QQuery 62 β 42.65 / 43.33 Β±0.43 / 43.99 ms β 41.60 / 42.08 Β±0.47 / 42.87 ms β no change β β QQuery 63 β 28.80 / 29.32 Β±0.48 / 30.19 ms β 30.27 / 30.37 Β±0.12 / 30.59 ms β no change β β QQuery 64 β 357.04 / 359.77 Β±2.47 / 364.34 ms β 511.56 / 520.37 Β±9.07 / 537.06 ms β 1.45x slower β β QQuery 65 β 128.83 / 134.38 Β±3.31 / 138.89 ms β 163.64 / 166.63 Β±1.88 / 169.38 ms β 1.24x slower β β QQuery 66 β 74.03 / 74.66 Β±0.50 / 75.37 ms β 62.37 / 62.95 Β±0.46 / 63.68 ms β +1.19x faster β β QQuery 67 β 234.69 / 243.49 Β±7.07 / 255.17 ms β 249.47 / 254.03 Β±5.30 / 264.38 ms β no change β β QQuery 68 β 11.50 / 11.67 Β±0.22 / 12.09 ms β 12.12 / 12.39 Β±0.23 / 12.79 ms β 1.06x slower β β QQuery 69 β 55.06 / 58.28 Β±5.59 / 69.44 ms β 72.02 / 75.84 Β±5.13 / 85.65 ms β 1.30x slower β β QQuery 70 β 102.71 / 103.72 Β±0.68 / 104.71 ms β 119.04 / 120.99 Β±1.61 / 123.31 ms β 1.17x slower β β QQuery 71 β 34.37 / 35.14 Β±1.02 / 37.11 ms β 31.81 / 35.54 Β±6.25 / 48.01 ms β no change β β QQuery 72 β 1622.21 / 1699.06 Β±51.39 / 1784.14 ms β 169.47 / 173.45 Β±4.01 / 178.72 ms β +9.80x faster β β QQuery 73 β 9.41 / 10.07 Β±0.77 / 11.56 ms β 10.88 / 15.05 Β±7.82 / 30.68 ms β 1.49x slower β β QQuery 74 β 150.64 / 154.42 Β±3.22 / 159.82 ms β 146.09 / 148.51 Β±2.38 / 152.15 ms β no change β β QQuery 75 β 139.37 / 139.98 Β±0.70 / 141.03 ms β 178.06 / 181.74 Β±3.33 / 186.80 ms β 1.30x slower β β QQuery 76 β 33.64 / 34.07 Β±0.42 / 34.70 ms β 39.84 / 40.28 Β±0.32 / 40.65 ms β 1.18x slower β β QQuery 77 β 59.28 / 60.15 Β±0.56 / 60.95 ms β 61.54 / 63.71 Β±3.18 / 69.98 ms β 1.06x slower β β QQuery 78 β 158.02 / 160.74 Β±2.16 / 164.38 ms β 114.76 / 117.10 Β±3.48 / 124.00 ms β +1.37x faster β β QQuery 79 β 65.61 / 66.56 Β±0.84 / 67.98 ms β 67.53 / 72.11 Β±5.01 / 79.30 ms β 1.08x slower β β QQuery 80 β 93.66 / 94.53 Β±0.75 / 95.89 ms β 74.95 / 76.13 Β±0.95 / 77.65 ms β +1.24x faster β β QQuery 81 β 25.18 / 25.44 Β±0.22 / 25.78 ms β 26.53 / 26.64 Β±0.08 / 26.76 ms β no change β β QQuery 82 β 16.07 / 18.38 Β±3.70 / 25.75 ms β 31.14 / 31.71 Β±0.40 / 32.38 ms β 1.72x slower β β QQuery 83 β 32.33 / 32.63 Β±0.25 / 33.07 ms β 28.46 / 28.74 Β±0.24 / 29.05 ms β +1.14x faster β β QQuery 84 β 29.15 / 29.68 Β±0.39 / 30.31 ms β 30.30 / 33.52 Β±5.21 / 43.88 ms β 1.13x slower β β QQuery 85 β 95.76 / 96.81 Β±0.78 / 98.10 ms β 159.69 / 164.12 Β±3.78 / 169.06 ms β 1.70x slower β β QQuery 86 β 24.66 / 24.77 Β±0.10 / 24.91 ms β 29.89 / 33.00 Β±5.54 / 44.08 ms β 1.33x slower β β QQuery 87 β 59.96 / 61.01 Β±0.79 / 62.31 ms β 77.32 / 78.85 Β±1.49 / 81.14 ms β 1.29x slower β β QQuery 88 β 58.63 / 59.17 Β±0.41 / 59.74 ms β 63.68 / 66.26 Β±1.55 / 68.47 ms β 1.12x slower β β QQuery 89 β 34.92 / 35.55 Β±0.51 / 36.09 ms β 42.10 / 44.85 Β±4.79 / 54.43 ms β 1.26x slower β β QQuery 90 β 16.04 / 16.26 Β±0.22 / 16.66 ms β 17.75 / 18.07 Β±0.25 / 18.51 ms β 1.11x slower β β QQuery 91 β 40.04 / 41.35 Β±1.94 / 45.21 ms β 43.92 / 46.95 Β±3.14 / 52.62 ms β 1.14x slower β β QQuery 92 β 28.46 / 28.88 Β±0.24 / 29.19 ms β 29.09 / 30.12 Β±0.72 / 30.94 ms β no change β β QQuery 93 β 49.14 / 49.61 Β±0.61 / 50.81 ms β 47.94 / 48.30 Β±0.29 / 48.74 ms β no change β β QQuery 94 β 37.16 / 37.74 Β±0.43 / 38.44 ms β 36.37 / 39.08 Β±4.83 / 48.72 ms β no change β β QQuery 95 β 78.15 / 81.57 Β±2.67 / 86.32 ms β 93.73 / 97.94 Β±5.66 / 109.15 ms β 1.20x slower β β QQuery 96 β 23.12 / 23.49 Β±0.37 / 24.13 ms β 25.92 / 26.26 Β±0.24 / 26.53 ms β 1.12x slower β β QQuery 97 β 50.19 / 51.54 Β±1.60 / 54.60 ms β 53.54 / 54.37 Β±0.59 / 55.26 ms β 1.05x slower β β QQuery 98 β 42.66 / 43.10 Β±0.34 / 43.45 ms β 38.09 / 39.49 Β±1.26 / 41.65 ms β +1.09x faster β β QQuery 99 β 63.87 / 64.34 Β±0.44 / 65.09 ms β 59.32 / 59.74 Β±0.22 / 59.94 ms β +1.08x faster β βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 8881.64ms β β Total Time (fix_dedup-stringview-buffers-collectleft-joins) β 7933.91ms β β Average Time (HEAD) β 89.71ms β β Average Time (fix_dedup-stringview-buffers-collectleft-joins) β 80.14ms β β Queries Faster β 26 β β Queries Slower β 46 β β Queries with No Change β 27 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 | 2.1 GiB | | Avg memory | 1.5 GiB | | CPU user | 192.7s | | CPU sys | 5.6s | | Peak spill | 0 B | **tpcds β branch** | Metric | Value | |--------|-------| | Wall time | 40.0s | | Peak memory | 1.8 GiB | | Avg memory | 1.3 GiB | | CPU user | 115.1s | | 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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