adriangbot commented on PR #24447: URL: https://github.com/apache/datafusion/pull/24447#issuecomment-5324789463
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24447#issuecomment-5324620236) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing perf/perfect-hash-join-threshold (6660e583f969769d61c1fee572ec29a990809af5) to bb038a6 (merge-base) [diff](https://github.com/apache/datafusion/compare/bb038a6739091567fe32c196d8c568a98e4f42e2..6660e583f969769d61c1fee572ec29a990809af5) <details><summary>Run configuration</summary> ```yaml run benchmark tpcds ``` </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 perf_perfect-hash-join-threshold -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³βββββββββββββ³βββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β perf_perfect-hash-join-threshold β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.72 ms β 6.15 ms β 1.08x slower β β QQuery 2 β 80.01 ms β 83.07 ms β no change β β QQuery 3 β 28.70 ms β 24.79 ms β +1.16x faster β β QQuery 4 β 477.38 ms β 475.07 ms β no change β β QQuery 5 β 52.42 ms β 51.95 ms β no change β β QQuery 6 β 36.17 ms β 35.93 ms β no change β β QQuery 7 β 92.84 ms β 93.22 ms β no change β β QQuery 8 β 36.63 ms β 36.56 ms β no change β β QQuery 9 β 50.46 ms β 51.57 ms β no change β β QQuery 10 β 62.81 ms β 62.14 ms β no change β β QQuery 11 β 302.14 ms β 293.87 ms β no change β β QQuery 12 β 28.91 ms β 28.26 ms β no change β β QQuery 13 β 117.08 ms β 116.87 ms β no change β β QQuery 14 β 424.18 ms β 418.62 ms β no change β β QQuery 15 β 56.92 ms β 64.57 ms β 1.13x slower β β QQuery 16 β 6.61 ms β 7.30 ms β 1.10x slower β β QQuery 17 β 79.04 ms β 78.91 ms β no change β β QQuery 18 β 121.34 ms β 120.90 ms β no change β β QQuery 19 β 40.95 ms β 40.88 ms β no change β β QQuery 20 β 35.39 ms β 35.65 ms β no change β β QQuery 21 β 17.27 ms β 16.38 ms β +1.05x faster β β QQuery 22 β 62.27 ms β 63.06 ms β no change β β QQuery 23 β 340.74 ms β 342.40 ms β no change β β QQuery 24 β 220.20 ms β 222.10 ms β no change β β QQuery 25 β 108.56 ms β 114.04 ms β 1.05x slower β β QQuery 26 β 57.88 ms β 57.52 ms β no change β β QQuery 27 β 6.39 ms β 6.28 ms β no change β β QQuery 28 β 55.95 ms β 60.23 ms β 1.08x slower β β QQuery 29 β 95.58 ms β 95.88 ms β no change β β QQuery 30 β 32.31 ms β 31.00 ms β no change β β QQuery 31 β 110.71 ms β 110.34 ms β no change β β QQuery 32 β 19.91 ms β 19.59 ms β no change β β QQuery 33 β 37.69 ms β 38.08 ms β no change β β QQuery 34 β 9.76 ms β 10.00 ms β no change β β QQuery 35 β 72.67 ms β 72.77 ms β no change β β QQuery 36 β 5.81 ms β 5.89 ms β no change β β QQuery 37 β 6.76 ms β 6.86 ms β no change β β QQuery 38 β 61.31 ms β 61.13 ms β no change β β QQuery 39 β 88.79 ms β 90.07 ms β no change β β QQuery 40 β 23.16 ms β 22.90 ms β no change β β QQuery 41 β 11.04 ms β 11.18 ms β no change β β QQuery 42 β 23.58 ms β 23.57 ms β no change β β QQuery 43 β 5.05 ms β 5.12 ms β no change β β QQuery 44 β 9.30 ms β 9.42 ms β no change β β QQuery 45 β 37.62 ms β 37.05 ms β no change β β QQuery 46 β 11.70 ms β 11.86 ms β no change β β QQuery 47 β 221.98 ms β 229.30 ms β no change β β QQuery 48 β 95.39 ms β 95.61 ms β no change β β QQuery 49 β 76.10 ms β 76.04 ms β no change β β QQuery 50 β 57.90 ms β 58.52 ms β no change β β QQuery 51 β 90.35 ms β 90.50 ms β no change β β QQuery 52 β 23.70 ms β 23.67 ms β no change β β QQuery 53 β 28.78 ms β 26.66 ms β +1.08x faster β β QQuery 54 β 54.20 ms β 46.90 ms β +1.16x faster β β QQuery 55 β 23.51 ms β 23.02 ms β no change β β QQuery 56 β 38.79 ms β 38.67 ms β no change β β QQuery 57 β 174.97 ms β 174.39 ms β no change β β QQuery 58 β 111.21 ms β 110.69 ms β no change β β QQuery 59 β 117.32 ms β 116.85 ms β no change β β QQuery 60 β 42.31 ms β 38.88 ms β +1.09x faster β β QQuery 61 β 13.71 ms β 12.36 ms β +1.11x faster β β QQuery 62 β 48.27 ms β 46.11 ms β no change β β QQuery 63 β 30.27 ms β 26.65 ms β +1.14x faster β β QQuery 64 β 404.29 ms β 402.41 ms β no change β β QQuery 65 β 121.67 ms β 120.36 ms β no change β β QQuery 66 β 80.09 ms β 80.17 ms β no change β β QQuery 67 β 235.70 ms β 239.75 ms β no change β β QQuery 68 β 11.98 ms β 11.98 ms β no change β β QQuery 69 β 56.35 ms β 56.19 ms β no change β β QQuery 70 β 105.39 ms β 112.54 ms β 1.07x slower β β QQuery 71 β 35.29 ms β 36.23 ms β no change β β QQuery 72 β 2016.11 ms β 1957.88 ms β no change β β QQuery 73 β 10.76 ms β 9.62 ms β +1.12x faster β β QQuery 74 β 209.75 ms β 167.74 ms β +1.25x faster β β QQuery 75 β 157.39 ms β 119.96 ms β +1.31x faster β β QQuery 76 β 38.00 ms β 35.46 ms β +1.07x faster β β QQuery 77 β 65.66 ms β 61.29 ms β +1.07x faster β β QQuery 78 β 215.91 ms β 196.65 ms β +1.10x faster β β QQuery 79 β 71.15 ms β 63.54 ms β +1.12x faster β β QQuery 80 β 107.36 ms β 98.60 ms β +1.09x faster β β QQuery 81 β 28.04 ms β 24.88 ms β +1.13x faster β β QQuery 82 β 17.85 ms β 15.81 ms β +1.13x faster β β QQuery 83 β 42.41 ms β 40.64 ms β no change β β QQuery 84 β 30.71 ms β 30.17 ms β no change β β QQuery 85 β 105.48 ms β 111.50 ms β 1.06x slower β β QQuery 86 β 26.12 ms β 27.25 ms β no change β β QQuery 87 β 61.48 ms β 69.45 ms β 1.13x slower β β QQuery 88 β 62.96 ms β 66.42 ms β 1.06x slower β β QQuery 89 β 34.96 ms β 33.70 ms β no change β β QQuery 90 β 17.01 ms β 16.91 ms β no change β β QQuery 91 β 44.96 ms β 47.46 ms β 1.06x slower β β QQuery 92 β 28.72 ms β 30.50 ms β 1.06x slower β β QQuery 93 β 49.76 ms β 52.32 ms β 1.05x slower β β QQuery 94 β 36.89 ms β 39.25 ms β 1.06x slower β β QQuery 95 β 78.96 ms β 84.22 ms β 1.07x slower β β QQuery 96 β 23.88 ms β 22.82 ms β no change β β QQuery 97 β 46.70 ms β 49.62 ms β 1.06x slower β β QQuery 98 β 42.37 ms β 48.48 ms β 1.14x slower β β QQuery 99 β 69.86 ms β 74.91 ms β 1.07x slower β βββββββββββββ΄βββββββββββββ΄βββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9708.40ms β β Total Time (perf_perfect-hash-join-threshold) β 9562.49ms β β Average Time (HEAD) β 98.06ms β β Average Time (perf_perfect-hash-join-threshold) β 96.59ms β β Queries Faster β 17 β β Queries Slower β 17 β β Queries with No Change β 65 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and perf_perfect-hash-join-threshold -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β perf_perfect-hash-join-threshold β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.72 / 6.20 Β±0.89 / 7.99 ms β 6.15 / 6.56 Β±0.78 / 8.13 ms β 1.06x slower β β QQuery 2 β 80.01 / 80.80 Β±0.65 / 81.69 ms β 83.07 / 83.61 Β±0.37 / 84.19 ms β no change β β QQuery 3 β 28.70 / 29.03 Β±0.33 / 29.65 ms β 24.79 / 25.37 Β±0.76 / 26.86 ms β +1.14x faster β β QQuery 4 β 477.38 / 502.05 Β±30.06 / 554.36 ms β 475.07 / 491.77 Β±20.75 / 532.32 ms β no change β β QQuery 5 β 52.42 / 53.31 Β±1.07 / 55.25 ms β 51.95 / 52.28 Β±0.30 / 52.75 ms β no change β β QQuery 6 β 36.17 / 36.67 Β±0.33 / 37.10 ms β 35.93 / 36.32 Β±0.38 / 36.89 ms β no change β β QQuery 7 β 92.84 / 95.62 Β±2.55 / 100.22 ms β 93.22 / 93.61 Β±0.30 / 94.00 ms β no change β β QQuery 8 β 36.63 / 37.42 Β±0.59 / 38.33 ms β 36.56 / 36.99 Β±0.44 / 37.75 ms β no change β β QQuery 9 β 50.46 / 52.95 Β±1.89 / 55.80 ms β 51.57 / 54.02 Β±1.76 / 57.05 ms β no change β β QQuery 10 β 62.81 / 63.34 Β±0.32 / 63.73 ms β 62.14 / 62.54 Β±0.31 / 63.06 ms β no change β β QQuery 11 β 302.14 / 307.73 Β±3.96 / 314.31 ms β 293.87 / 299.90 Β±5.77 / 310.84 ms β no change β β QQuery 12 β 28.91 / 29.06 Β±0.10 / 29.19 ms β 28.26 / 28.71 Β±0.50 / 29.66 ms β no change β β QQuery 13 β 117.08 / 118.55 Β±1.65 / 121.62 ms β 116.87 / 118.01 Β±1.29 / 120.46 ms β no change β β QQuery 14 β 424.18 / 429.14 Β±4.09 / 434.54 ms β 418.62 / 421.89 Β±4.28 / 430.22 ms β no change β β QQuery 15 β 56.92 / 57.15 Β±0.26 / 57.55 ms β 64.57 / 65.64 Β±0.75 / 66.78 ms β 1.15x slower β β QQuery 16 β 6.61 / 6.73 Β±0.14 / 7.00 ms β 7.30 / 7.39 Β±0.07 / 7.51 ms β 1.10x slower β β QQuery 17 β 79.04 / 80.71 Β±2.66 / 85.99 ms β 78.91 / 80.82 Β±1.80 / 83.84 ms β no change β β QQuery 18 β 121.34 / 122.88 Β±1.23 / 124.38 ms β 120.90 / 122.88 Β±1.12 / 123.94 ms β no change β β QQuery 19 β 40.95 / 41.20 Β±0.17 / 41.40 ms β 40.88 / 41.10 Β±0.26 / 41.60 ms β no change β β QQuery 20 β 35.39 / 36.04 Β±0.68 / 37.33 ms β 35.65 / 36.51 Β±1.12 / 38.53 ms β no change β β QQuery 21 β 17.27 / 18.11 Β±0.85 / 19.37 ms β 16.38 / 16.56 Β±0.15 / 16.83 ms β +1.09x faster β β QQuery 22 β 62.27 / 63.69 Β±1.36 / 66.27 ms β 63.06 / 64.01 Β±0.73 / 65.09 ms β no change β β QQuery 23 β 340.74 / 343.59 Β±4.99 / 353.55 ms β 342.40 / 347.58 Β±3.66 / 352.38 ms β no change β β QQuery 24 β 220.20 / 222.56 Β±1.90 / 225.64 ms β 222.10 / 228.22 Β±7.29 / 237.84 ms β no change β β QQuery 25 β 108.56 / 110.18 Β±1.65 / 113.31 ms β 114.04 / 115.70 Β±1.11 / 117.26 ms β 1.05x slower β β QQuery 26 β 57.88 / 59.20 Β±2.06 / 63.29 ms β 57.52 / 59.57 Β±2.54 / 64.30 ms β no change β β QQuery 27 β 6.39 / 7.10 Β±0.91 / 8.86 ms β 6.28 / 6.47 Β±0.15 / 6.75 ms β +1.10x faster β β QQuery 28 β 55.95 / 59.39 Β±2.35 / 62.00 ms β 60.23 / 61.20 Β±1.03 / 63.16 ms β no change β β QQuery 29 β 95.58 / 96.23 Β±0.61 / 97.32 ms β 95.88 / 96.82 Β±1.22 / 99.22 ms β no change β β QQuery 30 β 32.31 / 34.10 Β±2.11 / 38.01 ms β 31.00 / 33.68 Β±3.66 / 40.79 ms β no change β β QQuery 31 β 110.71 / 112.01 Β±1.96 / 115.90 ms β 110.34 / 113.72 Β±2.69 / 117.25 ms β no change β β QQuery 32 β 19.91 / 20.21 Β±0.27 / 20.67 ms β 19.59 / 19.84 Β±0.37 / 20.56 ms β no change β β QQuery 33 β 37.69 / 38.11 Β±0.47 / 39.01 ms β 38.08 / 38.40 Β±0.32 / 38.87 ms β no change β β QQuery 34 β 9.76 / 11.23 Β±2.45 / 16.11 ms β 10.00 / 10.48 Β±0.49 / 11.24 ms β +1.07x faster β β QQuery 35 β 72.67 / 73.54 Β±0.60 / 74.48 ms β 72.77 / 73.36 Β±0.83 / 74.99 ms β no change β β QQuery 36 β 5.81 / 5.96 Β±0.24 / 6.42 ms β 5.89 / 6.02 Β±0.18 / 6.39 ms β no change β β QQuery 37 β 6.76 / 6.84 Β±0.07 / 6.97 ms β 6.86 / 6.94 Β±0.08 / 7.05 ms β no change β β QQuery 38 β 61.31 / 61.59 Β±0.20 / 61.90 ms β 61.13 / 61.76 Β±0.34 / 62.13 ms β no change β β QQuery 39 β 88.79 / 90.56 Β±1.53 / 93.19 ms β 90.07 / 90.99 Β±1.43 / 93.83 ms β no change β β QQuery 40 β 23.16 / 23.51 Β±0.27 / 23.93 ms β 22.90 / 23.26 Β±0.52 / 24.24 ms β no change β β QQuery 41 β 11.04 / 11.20 Β±0.15 / 11.46 ms β 11.18 / 11.37 Β±0.18 / 11.66 ms β no change β β QQuery 42 β 23.58 / 23.96 Β±0.30 / 24.41 ms β 23.57 / 23.98 Β±0.39 / 24.63 ms β no change β β QQuery 43 β 5.05 / 5.16 Β±0.13 / 5.41 ms β 5.12 / 5.27 Β±0.23 / 5.72 ms β no change β β QQuery 44 β 9.30 / 9.41 Β±0.09 / 9.57 ms β 9.42 / 9.45 Β±0.03 / 9.49 ms β no change β β QQuery 45 β 37.62 / 37.95 Β±0.33 / 38.43 ms β 37.05 / 37.58 Β±0.42 / 38.15 ms β no change β β QQuery 46 β 11.70 / 11.93 Β±0.19 / 12.17 ms β 11.86 / 12.02 Β±0.13 / 12.23 ms β no change β β QQuery 47 β 221.98 / 223.74 Β±0.98 / 224.67 ms β 229.30 / 232.11 Β±3.14 / 238.16 ms β no change β β QQuery 48 β 95.39 / 96.94 Β±1.95 / 100.64 ms β 95.61 / 96.48 Β±1.13 / 98.71 ms β no change β β QQuery 49 β 76.10 / 76.96 Β±0.88 / 78.11 ms β 76.04 / 76.55 Β±0.26 / 76.74 ms β no change β β QQuery 50 β 57.90 / 59.96 Β±3.11 / 66.16 ms β 58.52 / 59.18 Β±0.57 / 59.90 ms β no change β β QQuery 51 β 90.35 / 93.52 Β±2.93 / 99.02 ms β 90.50 / 93.13 Β±1.93 / 95.71 ms β no change β β QQuery 52 β 23.70 / 23.91 Β±0.20 / 24.26 ms β 23.67 / 23.92 Β±0.27 / 24.42 ms β no change β β QQuery 53 β 28.78 / 28.94 Β±0.10 / 29.08 ms β 26.66 / 26.68 Β±0.03 / 26.73 ms β +1.08x faster β β QQuery 54 β 54.20 / 55.71 Β±2.36 / 60.37 ms β 46.90 / 48.21 Β±2.00 / 52.20 ms β +1.16x faster β β QQuery 55 β 23.51 / 23.87 Β±0.31 / 24.36 ms β 23.02 / 23.33 Β±0.27 / 23.72 ms β no change β β QQuery 56 β 38.79 / 39.15 Β±0.22 / 39.46 ms β 38.67 / 38.87 Β±0.19 / 39.21 ms β no change β β QQuery 57 β 174.97 / 176.31 Β±2.06 / 180.40 ms β 174.39 / 176.95 Β±2.58 / 181.29 ms β no change β β QQuery 58 β 111.21 / 112.31 Β±0.94 / 113.90 ms β 110.69 / 112.34 Β±1.02 / 113.75 ms β no change β β QQuery 59 β 117.32 / 121.04 Β±2.30 / 124.33 ms β 116.85 / 118.82 Β±1.70 / 121.97 ms β no change β β QQuery 60 β 42.31 / 42.68 Β±0.33 / 43.29 ms β 38.88 / 39.82 Β±0.64 / 40.64 ms β +1.07x faster β β QQuery 61 β 13.71 / 13.80 Β±0.06 / 13.86 ms β 12.36 / 12.53 Β±0.21 / 12.93 ms β +1.10x faster β β QQuery 62 β 48.27 / 48.75 Β±0.43 / 49.41 ms β 46.11 / 46.66 Β±0.45 / 47.46 ms β no change β β QQuery 63 β 30.27 / 32.26 Β±2.40 / 36.84 ms β 26.65 / 27.90 Β±1.38 / 30.60 ms β +1.16x faster β β QQuery 64 β 404.29 / 417.40 Β±10.03 / 434.39 ms β 402.41 / 404.60 Β±2.44 / 408.44 ms β no change β β QQuery 65 β 121.67 / 123.38 Β±1.50 / 125.62 ms β 120.36 / 121.71 Β±1.68 / 124.46 ms β no change β β QQuery 66 β 80.09 / 83.43 Β±5.31 / 93.99 ms β 80.17 / 82.65 Β±3.42 / 89.33 ms β no change β β QQuery 67 β 235.70 / 241.29 Β±3.85 / 245.44 ms β 239.75 / 243.57 Β±3.25 / 248.21 ms β no change β β QQuery 68 β 11.98 / 12.18 Β±0.20 / 12.55 ms β 11.98 / 12.21 Β±0.24 / 12.67 ms β no change β β QQuery 69 β 56.35 / 56.82 Β±0.32 / 57.31 ms β 56.19 / 57.40 Β±0.89 / 58.89 ms β no change β β QQuery 70 β 105.39 / 109.65 Β±5.16 / 119.66 ms β 112.54 / 115.97 Β±2.40 / 119.34 ms β 1.06x slower β β QQuery 71 β 35.29 / 36.10 Β±0.88 / 37.75 ms β 36.23 / 38.17 Β±2.46 / 43.03 ms β 1.06x slower β β QQuery 72 β 2016.11 / 2107.99 Β±120.10 / 2344.11 ms β 1957.88 / 2040.82 Β±69.57 / 2166.06 ms β no change β β QQuery 73 β 10.76 / 11.08 Β±0.23 / 11.27 ms β 9.62 / 9.83 Β±0.25 / 10.27 ms β +1.13x faster β β QQuery 74 β 209.75 / 212.58 Β±4.15 / 220.80 ms β 167.74 / 169.67 Β±1.88 / 172.96 ms β +1.25x faster β β QQuery 75 β 157.39 / 158.25 Β±1.20 / 160.64 ms β 119.96 / 121.15 Β±1.25 / 123.21 ms β +1.31x faster β β QQuery 76 β 38.00 / 41.45 Β±4.94 / 51.18 ms β 35.46 / 36.69 Β±2.03 / 40.74 ms β +1.13x faster β β QQuery 77 β 65.66 / 66.06 Β±0.44 / 66.88 ms β 61.29 / 61.54 Β±0.19 / 61.83 ms β +1.07x faster β β QQuery 78 β 215.91 / 219.31 Β±2.65 / 224.07 ms β 196.65 / 198.24 Β±0.93 / 199.32 ms β +1.11x faster β β QQuery 79 β 71.15 / 71.70 Β±0.34 / 72.21 ms β 63.54 / 63.94 Β±0.27 / 64.26 ms β +1.12x faster β β QQuery 80 β 107.36 / 111.24 Β±4.58 / 119.71 ms β 98.60 / 100.32 Β±2.48 / 105.20 ms β +1.11x faster β β QQuery 81 β 28.04 / 28.73 Β±0.42 / 29.34 ms β 24.88 / 25.20 Β±0.38 / 25.92 ms β +1.14x faster β β QQuery 82 β 17.85 / 18.00 Β±0.10 / 18.13 ms β 15.81 / 16.32 Β±0.33 / 16.76 ms β +1.10x faster β β QQuery 83 β 42.41 / 42.67 Β±0.21 / 43.00 ms β 40.64 / 42.60 Β±1.05 / 43.75 ms β no change β β QQuery 84 β 30.71 / 31.97 Β±1.60 / 35.03 ms β 30.17 / 31.12 Β±0.99 / 32.91 ms β no change β β QQuery 85 β 105.48 / 106.59 Β±0.96 / 108.07 ms β 111.50 / 112.89 Β±1.74 / 116.21 ms β 1.06x slower β β QQuery 86 β 26.12 / 26.55 Β±0.49 / 27.50 ms β 27.25 / 27.64 Β±0.38 / 28.29 ms β no change β β QQuery 87 β 61.48 / 64.39 Β±1.87 / 66.05 ms β 69.45 / 70.08 Β±0.44 / 70.56 ms β 1.09x slower β β QQuery 88 β 62.96 / 63.60 Β±0.85 / 65.28 ms β 66.42 / 66.87 Β±0.53 / 67.58 ms β 1.05x slower β β QQuery 89 β 34.96 / 35.27 Β±0.30 / 35.82 ms β 33.70 / 34.88 Β±2.04 / 38.95 ms β no change β β QQuery 90 β 17.01 / 17.17 Β±0.09 / 17.28 ms β 16.91 / 17.03 Β±0.08 / 17.14 ms β no change β β QQuery 91 β 44.96 / 45.41 Β±0.26 / 45.62 ms β 47.46 / 47.91 Β±0.38 / 48.36 ms β 1.05x slower β β QQuery 92 β 28.72 / 29.05 Β±0.21 / 29.29 ms β 30.50 / 31.13 Β±0.80 / 32.69 ms β 1.07x slower β β QQuery 93 β 49.76 / 51.43 Β±1.63 / 54.33 ms β 52.32 / 53.38 Β±0.54 / 53.79 ms β no change β β QQuery 94 β 36.89 / 37.48 Β±0.73 / 38.90 ms β 39.25 / 39.48 Β±0.23 / 39.76 ms β 1.05x slower β β QQuery 95 β 78.96 / 79.30 Β±0.30 / 79.72 ms β 84.22 / 84.63 Β±0.32 / 85.20 ms β 1.07x slower β β QQuery 96 β 23.88 / 24.07 Β±0.24 / 24.52 ms β 22.82 / 24.09 Β±2.13 / 28.34 ms β no change β β QQuery 97 β 46.70 / 47.93 Β±2.01 / 51.93 ms β 49.62 / 51.85 Β±1.63 / 53.63 ms β 1.08x slower β β QQuery 98 β 42.37 / 43.30 Β±0.76 / 44.28 ms β 48.48 / 48.98 Β±0.39 / 49.41 ms β 1.13x slower β β QQuery 99 β 69.86 / 70.35 Β±0.49 / 71.16 ms β 74.91 / 75.73 Β±0.52 / 76.34 ms β 1.08x slower β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9956.85ms β β Total Time (perf_perfect-hash-join-threshold) β 9773.98ms β β Average Time (HEAD) β 100.57ms β β Average Time (perf_perfect-hash-join-threshold) β 98.73ms β β Queries Faster β 19 β β Queries Slower β 16 β β Queries with No Change β 64 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **tpcds β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 55.0s | | Peak memory | 2.1 GiB | | Avg memory | 1.4 GiB | | CPU user | 221.5s | | CPU sys | 6.1s | | Peak spill | 0 B | **tpcds β branch** | Metric | Value | |--------|-------| | Wall time | 50.0s | | Peak memory | 2.4 GiB | | Avg memory | 1.7 GiB | | CPU user | 216.1s | | CPU sys | 6.0s | | 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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