adriangbot commented on PR #25677: URL: https://github.com/apache/datafusion/pull/25677#issuecomment-5807998017
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25677#issuecomment-5807944630) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing hash-join-inlist-collapse (3eb7cf77f1cd10fc60800c63f41a5369cfe02e1f) to 95bb0a0 (merge-base) [diff](https://github.com/apache/datafusion/compare/95bb0a0dfa48ca20d017faa55b2fc96ee2f300fe..3eb7cf77f1cd10fc60800c63f41a5369cfe02e1f) <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 hash-join-inlist-collapse -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³βββββββββββββ³ββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β hash-join-inlist-collapse β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 6.09 ms β 6.06 ms β no change β β QQuery 2 β 81.05 ms β 83.94 ms β no change β β QQuery 3 β 28.49 ms β 30.09 ms β 1.06x slower β β QQuery 4 β 435.08 ms β 443.79 ms β no change β β QQuery 5 β 52.59 ms β 50.48 ms β no change β β QQuery 6 β 37.46 ms β 35.10 ms β +1.07x faster β β QQuery 7 β 75.79 ms β 74.17 ms β no change β β QQuery 8 β 37.37 ms β 38.26 ms β no change β β QQuery 9 β 55.02 ms β 52.24 ms β +1.05x faster β β QQuery 10 β 62.18 ms β 61.43 ms β no change β β QQuery 11 β 265.38 ms β 265.79 ms β no change β β QQuery 12 β 28.76 ms β 28.73 ms β no change β β QQuery 13 β 117.62 ms β 117.60 ms β no change β β QQuery 14 β 394.78 ms β 391.30 ms β no change β β QQuery 15 β 54.64 ms β 54.55 ms β no change β β QQuery 16 β 6.29 ms β 6.36 ms β no change β β QQuery 17 β 78.33 ms β 77.29 ms β no change β β QQuery 18 β 102.71 ms β 102.78 ms β no change β β QQuery 19 β 41.29 ms β 41.15 ms β no change β β QQuery 20 β 35.43 ms β 34.72 ms β no change β β QQuery 21 β 16.65 ms β 16.55 ms β no change β β QQuery 22 β 63.00 ms β 64.03 ms β no change β β QQuery 23 β 307.01 ms β 309.19 ms β no change β β QQuery 24 β 190.62 ms β 206.30 ms β 1.08x slower β β QQuery 25 β 107.82 ms β 108.85 ms β no change β β QQuery 26 β 48.05 ms β 50.58 ms β 1.05x slower β β QQuery 27 β 5.94 ms β 6.42 ms β 1.08x slower β β QQuery 28 β 55.50 ms β 59.78 ms β 1.08x slower β β QQuery 29 β 97.83 ms β 95.83 ms β no change β β QQuery 30 β 31.91 ms β 34.40 ms β 1.08x slower β β QQuery 31 β 107.10 ms β 107.81 ms β no change β β QQuery 32 β 20.96 ms β 20.15 ms β no change β β QQuery 33 β 37.71 ms β 38.20 ms β no change β β QQuery 34 β 9.99 ms β 11.05 ms β 1.11x slower β β QQuery 35 β 70.83 ms β 70.75 ms β no change β β QQuery 36 β 5.51 ms β 5.68 ms β no change β β QQuery 37 β 6.73 ms β 6.78 ms β no change β β QQuery 38 β 60.54 ms β 61.18 ms β no change β β QQuery 39 β 77.49 ms β 73.63 ms β no change β β QQuery 40 β 25.51 ms β 22.67 ms β +1.13x faster β β QQuery 41 β 12.10 ms β 10.90 ms β +1.11x faster β β QQuery 42 β 24.82 ms β 23.40 ms β +1.06x faster β β QQuery 43 β 5.74 ms β 5.16 ms β +1.11x faster β β QQuery 44 β 10.10 ms β 9.09 ms β +1.11x faster β β QQuery 45 β 44.45 ms β 36.79 ms β +1.21x faster β β QQuery 46 β 12.66 ms β 11.57 ms β +1.09x faster β β QQuery 47 β 249.62 ms β 218.20 ms β +1.14x faster β β QQuery 48 β 97.58 ms β 95.31 ms β no change β β QQuery 49 β 72.86 ms β 69.60 ms β no change β β QQuery 50 β 59.16 ms β 58.15 ms β no change β β QQuery 51 β 98.21 ms β 91.74 ms β +1.07x faster β β QQuery 52 β 25.86 ms β 23.87 ms β +1.08x faster β β QQuery 53 β 30.75 ms β 28.86 ms β +1.07x faster β β QQuery 54 β 56.58 ms β 54.81 ms β no change β β QQuery 55 β 24.81 ms β 23.56 ms β +1.05x faster β β QQuery 56 β 40.47 ms β 37.73 ms β +1.07x faster β β QQuery 57 β 171.16 ms β 166.04 ms β no change β β QQuery 58 β 108.87 ms β 108.26 ms β no change β β QQuery 59 β 116.69 ms β 117.22 ms β no change β β QQuery 60 β 39.29 ms β 38.49 ms β no change β β QQuery 61 β 11.69 ms β 11.55 ms β no change β β QQuery 62 β 44.70 ms β 45.59 ms β no change β β QQuery 63 β 29.27 ms β 29.70 ms β no change β β QQuery 64 β 376.59 ms β 364.14 ms β no change β β QQuery 65 β 132.73 ms β 126.26 ms β no change β β QQuery 66 β 80.79 ms β 76.61 ms β +1.05x faster β β QQuery 67 β 245.32 ms β 267.56 ms β 1.09x slower β β QQuery 68 β 11.65 ms β 12.33 ms β 1.06x slower β β QQuery 69 β 56.50 ms β 58.09 ms β no change β β QQuery 70 β 105.02 ms β 106.30 ms β no change β β QQuery 71 β 35.67 ms β 36.05 ms β no change β β QQuery 72 β 1712.01 ms β 1865.70 ms β 1.09x slower β β QQuery 73 β 10.22 ms β 9.95 ms β no change β β QQuery 74 β 153.96 ms β 163.38 ms β 1.06x slower β β QQuery 75 β 141.64 ms β 140.36 ms β no change β β QQuery 76 β 33.90 ms β 34.37 ms β no change β β QQuery 77 β 59.78 ms β 60.08 ms β no change β β QQuery 78 β 161.59 ms β 168.76 ms β no change β β QQuery 79 β 65.87 ms β 68.38 ms β no change β β QQuery 80 β 95.57 ms β 98.76 ms β no change β β QQuery 81 β 25.82 ms β 27.04 ms β no change β β QQuery 82 β 16.37 ms β 16.93 ms β no change β β QQuery 83 β 33.04 ms β 35.32 ms β 1.07x slower β β QQuery 84 β 29.62 ms β 30.98 ms β no change β β QQuery 85 β 103.40 ms β 108.11 ms β no change β β QQuery 86 β 24.77 ms β 25.15 ms β no change β β QQuery 87 β 60.67 ms β 60.79 ms β no change β β QQuery 88 β 61.02 ms β 60.81 ms β no change β β QQuery 89 β 34.86 ms β 35.24 ms β no change β β QQuery 90 β 16.39 ms β 16.19 ms β no change β β QQuery 91 β 44.41 ms β 44.10 ms β no change β β QQuery 92 β 28.94 ms β 28.98 ms β no change β β QQuery 93 β 51.52 ms β 48.47 ms β +1.06x faster β β QQuery 94 β 37.95 ms β 37.89 ms β no change β β QQuery 95 β 77.83 ms β 78.56 ms β no change β β QQuery 96 β 23.37 ms β 23.69 ms β no change β β QQuery 97 β 52.32 ms β 50.37 ms β no change β β QQuery 98 β 43.26 ms β 42.49 ms β no change β β QQuery 99 β 68.21 ms β 66.21 ms β no change β βββββββββββββ΄βββββββββββββ΄ββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9043.06ms β β Total Time (hash-join-inlist-collapse) β 9175.66ms β β Average Time (HEAD) β 91.34ms β β Average Time (hash-join-inlist-collapse) β 92.68ms β β Queries Faster β 17 β β Queries Slower β 12 β β Queries with No Change β 70 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and hash-join-inlist-collapse -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β hash-join-inlist-collapse β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 6.09 / 6.75 Β±1.08 / 8.91 ms β 6.06 / 6.66 Β±0.96 / 8.58 ms β no change β β QQuery 2 β 81.05 / 82.24 Β±1.15 / 84.28 ms β 83.94 / 84.38 Β±0.26 / 84.68 ms β no change β β QQuery 3 β 28.49 / 28.79 Β±0.19 / 29.02 ms β 30.09 / 30.39 Β±0.20 / 30.69 ms β 1.06x slower β β QQuery 4 β 435.08 / 472.18 Β±26.13 / 502.65 ms β 443.79 / 490.95 Β±29.88 / 535.80 ms β no change β β QQuery 5 β 52.59 / 54.62 Β±2.55 / 59.41 ms β 50.48 / 50.98 Β±0.36 / 51.38 ms β +1.07x faster β β QQuery 6 β 37.46 / 38.06 Β±0.41 / 38.58 ms β 35.10 / 35.45 Β±0.36 / 35.94 ms β +1.07x faster β β QQuery 7 β 75.79 / 76.50 Β±0.56 / 77.52 ms β 74.17 / 75.31 Β±1.65 / 78.49 ms β no change β β QQuery 8 β 37.37 / 37.91 Β±0.39 / 38.39 ms β 38.26 / 39.99 Β±2.86 / 45.69 ms β 1.05x slower β β QQuery 9 β 55.02 / 58.17 Β±1.85 / 60.24 ms β 52.24 / 54.12 Β±1.44 / 55.55 ms β +1.07x faster β β QQuery 10 β 62.18 / 63.66 Β±1.17 / 65.15 ms β 61.43 / 61.90 Β±0.43 / 62.59 ms β no change β β QQuery 11 β 265.38 / 289.03 Β±24.39 / 321.20 ms β 265.79 / 288.49 Β±24.60 / 320.01 ms β no change β β QQuery 12 β 28.76 / 30.57 Β±1.41 / 32.67 ms β 28.73 / 29.13 Β±0.21 / 29.32 ms β no change β β QQuery 13 β 117.62 / 118.20 Β±0.32 / 118.52 ms β 117.60 / 119.00 Β±1.76 / 122.41 ms β no change β β QQuery 14 β 394.78 / 401.38 Β±6.16 / 410.73 ms β 391.30 / 402.31 Β±9.68 / 414.73 ms β no change β β QQuery 15 β 54.64 / 64.68 Β±5.67 / 71.33 ms β 54.55 / 62.21 Β±4.53 / 67.05 ms β no change β β QQuery 16 β 6.29 / 6.55 Β±0.28 / 7.09 ms β 6.36 / 6.61 Β±0.26 / 7.11 ms β no change β β QQuery 17 β 78.33 / 78.57 Β±0.35 / 79.26 ms β 77.29 / 78.59 Β±1.11 / 80.55 ms β no change β β QQuery 18 β 102.71 / 111.06 Β±6.25 / 117.27 ms β 102.78 / 109.12 Β±5.15 / 115.54 ms β no change β β QQuery 19 β 41.29 / 42.06 Β±0.62 / 42.81 ms β 41.15 / 41.69 Β±0.55 / 42.70 ms β no change β β QQuery 20 β 35.43 / 36.38 Β±0.97 / 38.25 ms β 34.72 / 35.39 Β±0.59 / 36.47 ms β no change β β QQuery 21 β 16.65 / 16.88 Β±0.15 / 17.13 ms β 16.55 / 16.84 Β±0.22 / 17.16 ms β no change β β QQuery 22 β 63.00 / 64.59 Β±2.46 / 69.48 ms β 64.03 / 68.53 Β±4.13 / 73.66 ms β 1.06x slower β β QQuery 23 β 307.01 / 322.99 Β±16.96 / 347.51 ms β 309.19 / 326.23 Β±11.69 / 344.88 ms β no change β β QQuery 24 β 190.62 / 199.19 Β±10.48 / 218.74 ms β 206.30 / 215.13 Β±5.46 / 221.85 ms β 1.08x slower β β QQuery 25 β 107.82 / 111.84 Β±4.06 / 118.29 ms β 108.85 / 115.38 Β±6.52 / 127.35 ms β no change β β QQuery 26 β 48.05 / 48.94 Β±1.17 / 51.21 ms β 50.58 / 51.05 Β±0.47 / 51.90 ms β no change β β QQuery 27 β 5.94 / 6.18 Β±0.20 / 6.52 ms β 6.42 / 6.68 Β±0.20 / 6.98 ms β 1.08x slower β β QQuery 28 β 55.50 / 58.47 Β±2.37 / 60.62 ms β 59.78 / 61.77 Β±2.56 / 66.78 ms β 1.06x slower β β QQuery 29 β 97.83 / 99.21 Β±1.21 / 100.86 ms β 95.83 / 98.35 Β±2.09 / 101.85 ms β no change β β QQuery 30 β 31.91 / 32.39 Β±0.30 / 32.78 ms β 34.40 / 35.67 Β±0.71 / 36.60 ms β 1.10x slower β β QQuery 31 β 107.10 / 109.16 Β±2.21 / 113.19 ms β 107.81 / 110.17 Β±3.20 / 116.49 ms β no change β β QQuery 32 β 20.96 / 22.31 Β±0.68 / 22.72 ms β 20.15 / 20.78 Β±0.96 / 22.68 ms β +1.07x faster β β QQuery 33 β 37.71 / 40.19 Β±1.34 / 41.76 ms β 38.20 / 39.88 Β±1.12 / 41.51 ms β no change β β QQuery 34 β 9.99 / 10.20 Β±0.20 / 10.47 ms β 11.05 / 11.19 Β±0.08 / 11.27 ms β 1.10x slower β β QQuery 35 β 70.83 / 71.84 Β±0.75 / 72.82 ms β 70.75 / 74.36 Β±4.03 / 81.83 ms β no change β β QQuery 36 β 5.51 / 5.66 Β±0.22 / 6.10 ms β 5.68 / 5.81 Β±0.19 / 6.18 ms β no change β β QQuery 37 β 6.73 / 6.83 Β±0.08 / 6.96 ms β 6.78 / 7.27 Β±0.73 / 8.71 ms β 1.07x slower β β QQuery 38 β 60.54 / 62.76 Β±3.13 / 68.94 ms β 61.18 / 61.83 Β±0.43 / 62.38 ms β no change β β QQuery 39 β 77.49 / 79.48 Β±2.03 / 81.99 ms β 73.63 / 77.41 Β±2.78 / 79.74 ms β no change β β QQuery 40 β 25.51 / 25.76 Β±0.15 / 25.93 ms β 22.67 / 23.07 Β±0.42 / 23.76 ms β +1.12x faster β β QQuery 41 β 12.10 / 12.32 Β±0.11 / 12.39 ms β 10.90 / 11.04 Β±0.18 / 11.38 ms β +1.12x faster β β QQuery 42 β 24.82 / 25.09 Β±0.38 / 25.83 ms β 23.40 / 23.62 Β±0.27 / 24.16 ms β +1.06x faster β β QQuery 43 β 5.74 / 5.80 Β±0.05 / 5.87 ms β 5.16 / 6.81 Β±3.25 / 13.31 ms β 1.17x slower β β QQuery 44 β 10.10 / 11.62 Β±2.84 / 17.31 ms β 9.09 / 9.23 Β±0.13 / 9.42 ms β +1.26x faster β β QQuery 45 β 44.45 / 46.42 Β±1.61 / 48.33 ms β 36.79 / 38.22 Β±1.62 / 41.32 ms β +1.21x faster β β QQuery 46 β 12.66 / 12.95 Β±0.29 / 13.33 ms β 11.57 / 12.21 Β±0.51 / 12.83 ms β +1.06x faster β β QQuery 47 β 249.62 / 253.21 Β±3.21 / 258.86 ms β 218.20 / 237.55 Β±20.42 / 272.73 ms β +1.07x faster β β QQuery 48 β 97.58 / 99.84 Β±3.20 / 106.13 ms β 95.31 / 96.58 Β±2.33 / 101.24 ms β no change β β QQuery 49 β 72.86 / 73.92 Β±0.67 / 74.68 ms β 69.60 / 72.32 Β±2.72 / 77.50 ms β no change β β QQuery 50 β 59.16 / 59.97 Β±0.67 / 60.96 ms β 58.15 / 60.80 Β±1.36 / 61.81 ms β no change β β QQuery 51 β 98.21 / 100.27 Β±2.28 / 104.64 ms β 91.74 / 94.74 Β±2.22 / 98.44 ms β +1.06x faster β β QQuery 52 β 25.86 / 25.99 Β±0.17 / 26.34 ms β 23.87 / 24.11 Β±0.20 / 24.46 ms β +1.08x faster β β QQuery 53 β 30.75 / 31.09 Β±0.21 / 31.35 ms β 28.86 / 29.88 Β±0.89 / 31.39 ms β no change β β QQuery 54 β 56.58 / 57.57 Β±0.70 / 58.45 ms β 54.81 / 57.15 Β±1.20 / 57.97 ms β no change β β QQuery 55 β 24.81 / 25.20 Β±0.30 / 25.73 ms β 23.56 / 23.86 Β±0.16 / 24.01 ms β +1.06x faster β β QQuery 56 β 40.47 / 41.21 Β±0.46 / 41.89 ms β 37.73 / 38.84 Β±1.04 / 40.78 ms β +1.06x faster β β QQuery 57 β 171.16 / 178.90 Β±5.80 / 186.25 ms β 166.04 / 175.23 Β±5.80 / 183.37 ms β no change β β QQuery 58 β 108.87 / 111.16 Β±2.09 / 114.70 ms β 108.26 / 110.42 Β±1.53 / 112.22 ms β no change β β QQuery 59 β 116.69 / 120.67 Β±3.87 / 126.79 ms β 117.22 / 120.45 Β±2.59 / 122.81 ms β no change β β QQuery 60 β 39.29 / 39.88 Β±0.35 / 40.29 ms β 38.49 / 39.32 Β±0.63 / 40.20 ms β no change β β QQuery 61 β 11.69 / 11.89 Β±0.25 / 12.39 ms β 11.55 / 11.79 Β±0.23 / 12.23 ms β no change β β QQuery 62 β 44.70 / 44.94 Β±0.29 / 45.42 ms β 45.59 / 46.97 Β±0.79 / 47.68 ms β no change β β QQuery 63 β 29.27 / 30.17 Β±0.69 / 30.96 ms β 29.70 / 31.02 Β±1.04 / 32.70 ms β no change β β QQuery 64 β 376.59 / 384.76 Β±6.99 / 396.59 ms β 364.14 / 370.87 Β±4.82 / 376.89 ms β no change β β QQuery 65 β 132.73 / 139.40 Β±4.62 / 146.94 ms β 126.26 / 129.53 Β±3.60 / 136.52 ms β +1.08x faster β β QQuery 66 β 80.79 / 81.41 Β±0.47 / 82.21 ms β 76.61 / 77.96 Β±1.25 / 80.23 ms β no change β β QQuery 67 β 245.32 / 262.26 Β±12.15 / 282.95 ms β 267.56 / 271.55 Β±3.30 / 276.25 ms β no change β β QQuery 68 β 11.65 / 14.48 Β±4.58 / 23.62 ms β 12.33 / 12.55 Β±0.14 / 12.74 ms β +1.15x faster β β QQuery 69 β 56.50 / 57.07 Β±0.33 / 57.43 ms β 58.09 / 60.74 Β±4.17 / 69.06 ms β 1.06x slower β β QQuery 70 β 105.02 / 108.38 Β±3.50 / 115.10 ms β 106.30 / 108.33 Β±2.12 / 112.33 ms β no change β β QQuery 71 β 35.67 / 37.90 Β±2.46 / 42.45 ms β 36.05 / 36.36 Β±0.24 / 36.69 ms β no change β β QQuery 72 β 1712.01 / 1805.20 Β±71.25 / 1891.32 ms β 1865.70 / 1914.31 Β±44.58 / 1986.90 ms β 1.06x slower β β QQuery 73 β 10.22 / 10.55 Β±0.22 / 10.90 ms β 9.95 / 10.70 Β±0.61 / 11.80 ms β no change β β QQuery 74 β 153.96 / 165.43 Β±14.01 / 190.54 ms β 163.38 / 175.20 Β±13.50 / 199.96 ms β 1.06x slower β β QQuery 75 β 141.64 / 145.51 Β±3.59 / 151.61 ms β 140.36 / 146.36 Β±5.94 / 154.37 ms β no change β β QQuery 76 β 33.90 / 34.16 Β±0.22 / 34.34 ms β 34.37 / 35.67 Β±1.55 / 38.52 ms β no change β β QQuery 77 β 59.78 / 63.38 Β±3.92 / 69.43 ms β 60.08 / 60.41 Β±0.25 / 60.79 ms β no change β β QQuery 78 β 161.59 / 172.84 Β±6.48 / 181.40 ms β 168.76 / 176.19 Β±5.80 / 183.85 ms β no change β β QQuery 79 β 65.87 / 66.76 Β±0.68 / 67.90 ms β 68.38 / 68.65 Β±0.25 / 69.11 ms β no change β β QQuery 80 β 95.57 / 101.09 Β±4.46 / 105.38 ms β 98.76 / 101.40 Β±2.59 / 106.09 ms β no change β β QQuery 81 β 25.82 / 27.27 Β±2.38 / 32.02 ms β 27.04 / 27.55 Β±0.29 / 27.94 ms β no change β β QQuery 82 β 16.37 / 19.02 Β±3.29 / 25.33 ms β 16.93 / 17.31 Β±0.27 / 17.73 ms β +1.10x faster β β QQuery 83 β 33.04 / 33.72 Β±0.56 / 34.71 ms β 35.32 / 35.54 Β±0.14 / 35.71 ms β 1.05x slower β β QQuery 84 β 29.62 / 30.08 Β±0.41 / 30.79 ms β 30.98 / 31.28 Β±0.32 / 31.89 ms β no change β β QQuery 85 β 103.40 / 106.93 Β±2.70 / 109.78 ms β 108.11 / 113.03 Β±4.65 / 119.89 ms β 1.06x slower β β QQuery 86 β 24.77 / 26.73 Β±3.06 / 32.82 ms β 25.15 / 26.00 Β±0.77 / 27.46 ms β no change β β QQuery 87 β 60.67 / 61.40 Β±0.68 / 62.63 ms β 60.79 / 66.84 Β±4.17 / 71.33 ms β 1.09x slower β β QQuery 88 β 61.02 / 63.55 Β±1.61 / 65.63 ms β 60.81 / 62.10 Β±1.63 / 65.25 ms β no change β β QQuery 89 β 34.86 / 35.34 Β±0.33 / 35.76 ms β 35.24 / 36.33 Β±1.25 / 38.64 ms β no change β β QQuery 90 β 16.39 / 17.42 Β±1.91 / 21.24 ms β 16.19 / 16.56 Β±0.29 / 17.01 ms β no change β β QQuery 91 β 44.41 / 45.09 Β±1.12 / 47.32 ms β 44.10 / 46.31 Β±1.20 / 47.76 ms β no change β β QQuery 92 β 28.94 / 29.68 Β±0.86 / 31.34 ms β 28.98 / 30.83 Β±1.17 / 32.01 ms β no change β β QQuery 93 β 51.52 / 52.80 Β±1.10 / 54.55 ms β 48.47 / 49.41 Β±0.73 / 50.06 ms β +1.07x faster β β QQuery 94 β 37.95 / 38.77 Β±0.55 / 39.58 ms β 37.89 / 39.44 Β±1.40 / 42.07 ms β no change β β QQuery 95 β 77.83 / 79.73 Β±1.92 / 83.08 ms β 78.56 / 81.21 Β±2.37 / 84.24 ms β no change β β QQuery 96 β 23.37 / 23.77 Β±0.23 / 24.00 ms β 23.69 / 24.43 Β±0.47 / 24.92 ms β no change β β QQuery 97 β 52.32 / 54.40 Β±1.14 / 55.81 ms β 50.37 / 53.35 Β±3.97 / 61.19 ms β no change β β QQuery 98 β 43.26 / 44.34 Β±1.48 / 47.11 ms β 42.49 / 43.44 Β±0.96 / 45.22 ms β no change β β QQuery 99 β 68.21 / 69.20 Β±1.56 / 72.27 ms β 66.21 / 67.49 Β±1.20 / 69.71 ms β no change β βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 9422.11ms β β Total Time (hash-join-inlist-collapse) β 9527.48ms β β Average Time (HEAD) β 95.17ms β β Average Time (hash-join-inlist-collapse) β 96.24ms 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 ββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **tpcds β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 50.0s | | Peak memory | 2.4 GiB | | Avg memory | 1.6 GiB | | CPU user | 201.9s | | CPU sys | 6.0s | | Peak spill | 0 B | **tpcds β branch** | Metric | Value | |--------|-------| | Wall time | 50.0s | | Peak memory | 2.1 GiB | | Avg memory | 1.5 GiB | | CPU user | 208.0s | | 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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