adriangbot commented on PR #23934: URL: https://github.com/apache/datafusion/pull/23934#issuecomment-5140712989
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/23934#issuecomment-5140578100) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing codex/q39-contiguous-dynamic-filter (05b8e8c4f477d720b2e1004b6107d402335a345c) to 6636d6b (merge-base) [diff](https://github.com/apache/datafusion/compare/6636d6be253255c03e1fd5fda8694004f45aaec3..05b8e8c4f477d720b2e1004b6107d402335a345c) <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 codex_q39-contiguous-dynamic-filter -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³βββββββββββββ³ββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β codex_q39-contiguous-dynamic-filter β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.55 ms β 5.52 ms β no change β β QQuery 2 β 80.40 ms β 79.61 ms β no change β β QQuery 3 β 30.02 ms β 29.91 ms β no change β β QQuery 4 β 506.52 ms β 494.51 ms β no change β β QQuery 5 β 52.26 ms β 51.86 ms β no change β β QQuery 6 β 37.53 ms β 37.56 ms β no change β β QQuery 7 β 95.20 ms β 100.16 ms β 1.05x slower β β QQuery 8 β 37.39 ms β 39.97 ms β 1.07x slower β β QQuery 9 β 51.49 ms β 58.65 ms β 1.14x slower β β QQuery 10 β 63.87 ms β 66.13 ms β no change β β QQuery 11 β 319.75 ms β 309.22 ms β no change β β QQuery 12 β 29.43 ms β 28.71 ms β no change β β QQuery 13 β 119.95 ms β 119.68 ms β no change β β QQuery 14 β 419.98 ms β 413.81 ms β no change β β QQuery 15 β 58.41 ms β 57.17 ms β no change β β QQuery 16 β 6.78 ms β 6.65 ms β no change β β QQuery 17 β 81.00 ms β 79.90 ms β no change β β QQuery 18 β 123.69 ms β 123.02 ms β no change β β QQuery 19 β 42.66 ms β 41.58 ms β no change β β QQuery 20 β 36.64 ms β 35.93 ms β no change β β QQuery 21 β 17.60 ms β 17.21 ms β no change β β QQuery 22 β 62.93 ms β 62.54 ms β no change β β QQuery 23 β 350.16 ms β 342.64 ms β no change β β QQuery 24 β 226.49 ms β 225.11 ms β no change β β QQuery 25 β 119.35 ms β 110.14 ms β +1.08x faster β β QQuery 26 β 62.28 ms β 58.12 ms β +1.07x faster β β QQuery 27 β 7.11 ms β 6.21 ms β +1.14x faster β β QQuery 28 β 60.61 ms β 61.29 ms β no change β β QQuery 29 β 104.62 ms β 96.98 ms β +1.08x faster β β QQuery 30 β 35.97 ms β 32.47 ms β +1.11x faster β β QQuery 31 β 121.61 ms β 111.46 ms β +1.09x faster β β QQuery 32 β 22.50 ms β 20.17 ms β +1.12x faster β β QQuery 33 β 41.12 ms β 37.88 ms β +1.09x faster β β QQuery 34 β 11.05 ms β 10.00 ms β +1.11x faster β β QQuery 35 β 82.86 ms β 72.62 ms β +1.14x faster β β QQuery 36 β 6.64 ms β 5.77 ms β +1.15x faster β β QQuery 37 β 7.76 ms β 6.87 ms β +1.13x faster β β QQuery 38 β 70.31 ms β 61.98 ms β +1.13x faster β β QQuery 39 β 105.64 ms β 90.81 ms β +1.16x faster β β QQuery 40 β 25.54 ms β 23.33 ms β +1.09x faster β β QQuery 41 β 12.74 ms β 11.49 ms β +1.11x faster β β QQuery 42 β 26.43 ms β 24.50 ms β +1.08x faster β β QQuery 43 β 5.67 ms β 4.94 ms β +1.15x faster β β QQuery 44 β 10.97 ms β 9.27 ms β +1.18x faster β β QQuery 45 β 49.97 ms β 38.41 ms β +1.30x faster β β QQuery 46 β 13.20 ms β 11.71 ms β +1.13x faster β β QQuery 47 β 287.93 ms β 241.88 ms β +1.19x faster β β QQuery 48 β 102.37 ms β 101.17 ms β no change β β QQuery 49 β 82.88 ms β 82.13 ms β no change β β QQuery 50 β 64.43 ms β 63.07 ms β no change β β QQuery 51 β 97.10 ms β 95.73 ms β no change β β QQuery 52 β 25.81 ms β 26.03 ms β no change β β QQuery 53 β 30.15 ms β 31.13 ms β no change β β QQuery 54 β 56.85 ms β 58.50 ms β no change β β QQuery 55 β 25.49 ms β 25.21 ms β no change β β QQuery 56 β 39.93 ms β 42.01 ms β 1.05x slower β β QQuery 57 β 177.77 ms β 190.89 ms β 1.07x slower β β QQuery 58 β 118.85 ms β 122.63 ms β no change β β QQuery 59 β 118.60 ms β 122.00 ms β no change β β QQuery 60 β 40.25 ms β 42.85 ms β 1.06x slower β β QQuery 61 β 12.50 ms β 13.48 ms β 1.08x slower β β QQuery 62 β 46.82 ms β 48.59 ms β no change β β QQuery 63 β 30.07 ms β 31.57 ms β 1.05x slower β β QQuery 64 β 417.04 ms β 416.70 ms β no change β β QQuery 65 β 126.61 ms β 103.06 ms β +1.23x faster β β QQuery 66 β 87.73 ms β 80.60 ms β +1.09x faster β β QQuery 67 β 279.66 ms β 244.01 ms β +1.15x faster β β QQuery 68 β 13.37 ms β 12.80 ms β no change β β QQuery 69 β 59.57 ms β 58.05 ms β no change β β QQuery 70 β 110.03 ms β 105.29 ms β no change β β QQuery 71 β 36.35 ms β 35.98 ms β no change β β QQuery 72 β 2148.61 ms β 2065.07 ms β no change β β QQuery 73 β 10.97 ms β 9.74 ms β +1.13x faster β β QQuery 74 β 218.17 ms β 170.85 ms β +1.28x faster β β QQuery 75 β 154.99 ms β 150.02 ms β no change β β QQuery 76 β 35.86 ms β 35.86 ms β no change β β QQuery 77 β 61.68 ms β 60.71 ms β no change β β QQuery 78 β 197.59 ms β 198.68 ms β no change β β QQuery 79 β 67.65 ms β 67.92 ms β no change β β QQuery 80 β 100.16 ms β 100.36 ms β no change β β QQuery 81 β 25.61 ms β 26.46 ms β no change β β QQuery 82 β 16.44 ms β 16.27 ms β no change β β QQuery 83 β 39.98 ms β 39.99 ms β no change β β QQuery 84 β 31.15 ms β 30.71 ms β no change β β QQuery 85 β 107.44 ms β 108.73 ms β no change β β QQuery 86 β 25.65 ms β 28.18 ms β 1.10x slower β β QQuery 87 β 63.09 ms β 72.44 ms β 1.15x slower β β QQuery 88 β 64.03 ms β 67.78 ms β 1.06x slower β β QQuery 89 β 35.88 ms β 37.33 ms β no change β β QQuery 90 β 17.41 ms β 17.06 ms β no change β β QQuery 91 β 45.86 ms β 46.98 ms β no change β β QQuery 92 β 30.30 ms β 31.02 ms β no change β β QQuery 93 β 51.63 ms β 51.12 ms β no change β β QQuery 94 β 38.65 ms β 38.44 ms β no change β β QQuery 95 β 80.38 ms β 80.53 ms β no change β β QQuery 96 β 24.39 ms β 24.43 ms β no change β β QQuery 97 β 46.92 ms β 47.11 ms β no change β β QQuery 98 β 42.86 ms β 43.14 ms β no change β β QQuery 99 β 70.41 ms β 70.20 ms β no change β βββββββββββββ΄βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 10201.56ms β β Total Time (codex_q39-contiguous-dynamic-filter) β 9865.96ms β β Average Time (HEAD) β 103.05ms β β Average Time (codex_q39-contiguous-dynamic-filter) β 99.66ms β β Queries Faster β 27 β β Queries Slower β 11 β β Queries with No Change β 61 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and codex_q39-contiguous-dynamic-filter -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β codex_q39-contiguous-dynamic-filter β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.55 / 6.13 Β±0.91 / 7.92 ms β 5.52 / 6.06 Β±0.92 / 7.89 ms β no change β β QQuery 2 β 80.40 / 80.75 Β±0.30 / 81.16 ms β 79.61 / 79.89 Β±0.15 / 80.05 ms β no change β β QQuery 3 β 30.02 / 30.50 Β±0.54 / 31.54 ms β 29.91 / 30.06 Β±0.11 / 30.24 ms β no change β β QQuery 4 β 506.52 / 514.35 Β±5.67 / 522.62 ms β 494.51 / 499.33 Β±3.44 / 503.63 ms β no change β β QQuery 5 β 52.26 / 52.73 Β±0.26 / 53.03 ms β 51.86 / 52.12 Β±0.14 / 52.28 ms β no change β β QQuery 6 β 37.53 / 37.81 Β±0.31 / 38.35 ms β 37.56 / 39.99 Β±2.21 / 43.20 ms β 1.06x slower β β QQuery 7 β 95.20 / 98.71 Β±5.16 / 108.98 ms β 100.16 / 102.71 Β±2.92 / 108.32 ms β no change β β QQuery 8 β 37.39 / 37.72 Β±0.26 / 38.18 ms β 39.97 / 40.69 Β±0.54 / 41.59 ms β 1.08x slower β β QQuery 9 β 51.49 / 53.45 Β±1.62 / 56.33 ms β 58.65 / 59.53 Β±0.73 / 60.80 ms β 1.11x slower β β QQuery 10 β 63.87 / 64.44 Β±0.51 / 65.30 ms β 66.13 / 66.88 Β±0.44 / 67.44 ms β no change β β QQuery 11 β 319.75 / 323.36 Β±2.36 / 326.47 ms β 309.22 / 320.98 Β±16.31 / 353.30 ms β no change β β QQuery 12 β 29.43 / 29.57 Β±0.16 / 29.88 ms β 28.71 / 29.19 Β±0.31 / 29.58 ms β no change β β QQuery 13 β 119.95 / 121.72 Β±1.77 / 124.44 ms β 119.68 / 122.03 Β±3.81 / 129.58 ms β no change β β QQuery 14 β 419.98 / 422.02 Β±2.58 / 427.01 ms β 413.81 / 418.20 Β±4.05 / 425.12 ms β no change β β QQuery 15 β 58.41 / 59.08 Β±0.67 / 60.14 ms β 57.17 / 57.64 Β±0.67 / 58.95 ms β no change β β QQuery 16 β 6.78 / 6.93 Β±0.17 / 7.26 ms β 6.65 / 6.81 Β±0.18 / 7.14 ms β no change β β QQuery 17 β 81.00 / 84.09 Β±2.47 / 86.49 ms β 79.90 / 81.67 Β±1.96 / 84.12 ms β no change β β QQuery 18 β 123.69 / 125.02 Β±1.23 / 127.20 ms β 123.02 / 124.33 Β±0.90 / 125.46 ms β no change β β QQuery 19 β 42.66 / 43.34 Β±0.83 / 44.85 ms β 41.58 / 41.85 Β±0.25 / 42.30 ms β no change β β QQuery 20 β 36.64 / 37.39 Β±0.74 / 38.68 ms β 35.93 / 37.07 Β±0.90 / 38.58 ms β no change β β QQuery 21 β 17.60 / 17.78 Β±0.11 / 17.91 ms β 17.21 / 17.54 Β±0.30 / 17.91 ms β no change β β QQuery 22 β 62.93 / 64.42 Β±0.83 / 65.45 ms β 62.54 / 63.21 Β±0.57 / 64.20 ms β no change β β QQuery 23 β 350.16 / 355.56 Β±3.75 / 360.41 ms β 342.64 / 346.29 Β±2.25 / 349.25 ms β no change β β QQuery 24 β 226.49 / 231.52 Β±4.05 / 237.82 ms β 225.11 / 228.37 Β±4.01 / 236.09 ms β no change β β QQuery 25 β 119.35 / 121.48 Β±1.88 / 124.88 ms β 110.14 / 111.48 Β±1.05 / 113.20 ms β +1.09x faster β β QQuery 26 β 62.28 / 62.44 Β±0.13 / 62.63 ms β 58.12 / 60.78 Β±3.27 / 67.12 ms β no change β β QQuery 27 β 7.11 / 7.23 Β±0.14 / 7.50 ms β 6.21 / 6.35 Β±0.17 / 6.68 ms β +1.14x faster β β QQuery 28 β 60.61 / 63.74 Β±2.22 / 66.20 ms β 61.29 / 61.89 Β±0.47 / 62.47 ms β no change β β QQuery 29 β 104.62 / 107.73 Β±3.07 / 112.37 ms β 96.98 / 99.67 Β±3.70 / 106.98 ms β +1.08x faster β β QQuery 30 β 35.97 / 36.31 Β±0.23 / 36.60 ms β 32.47 / 33.53 Β±0.74 / 34.42 ms β +1.08x faster β β QQuery 31 β 121.61 / 123.92 Β±2.17 / 127.93 ms β 111.46 / 112.79 Β±1.18 / 114.89 ms β +1.10x faster β β QQuery 32 β 22.50 / 22.92 Β±0.33 / 23.33 ms β 20.17 / 20.71 Β±0.42 / 21.30 ms β +1.11x faster β β QQuery 33 β 41.12 / 41.40 Β±0.25 / 41.76 ms β 37.88 / 39.06 Β±1.49 / 42.00 ms β +1.06x faster β β QQuery 34 β 11.05 / 11.24 Β±0.24 / 11.71 ms β 10.00 / 10.70 Β±0.35 / 10.98 ms β no change β β QQuery 35 β 82.86 / 83.73 Β±1.14 / 85.92 ms β 72.62 / 73.71 Β±0.60 / 74.43 ms β +1.14x faster β β QQuery 36 β 6.64 / 6.72 Β±0.09 / 6.89 ms β 5.77 / 5.93 Β±0.21 / 6.33 ms β +1.13x faster β β QQuery 37 β 7.76 / 7.82 Β±0.05 / 7.88 ms β 6.87 / 6.96 Β±0.07 / 7.07 ms β +1.12x faster β β QQuery 38 β 70.31 / 73.13 Β±2.90 / 78.74 ms β 61.98 / 62.93 Β±0.59 / 63.84 ms β +1.16x faster β β QQuery 39 β 105.64 / 106.86 Β±0.92 / 108.17 ms β 90.81 / 91.84 Β±1.01 / 93.75 ms β +1.16x faster β β QQuery 40 β 25.54 / 26.71 Β±2.15 / 31.01 ms β 23.33 / 23.66 Β±0.25 / 24.05 ms β +1.13x faster β β QQuery 41 β 12.74 / 13.13 Β±0.29 / 13.62 ms β 11.49 / 11.65 Β±0.17 / 11.96 ms β +1.13x faster β β QQuery 42 β 26.43 / 26.94 Β±0.57 / 27.98 ms β 24.50 / 24.81 Β±0.23 / 25.18 ms β +1.09x faster β β QQuery 43 β 5.67 / 5.78 Β±0.08 / 5.88 ms β 4.94 / 5.07 Β±0.21 / 5.49 ms β +1.14x faster β β QQuery 44 β 10.97 / 11.08 Β±0.14 / 11.35 ms β 9.27 / 9.31 Β±0.04 / 9.39 ms β +1.19x faster β β QQuery 45 β 49.97 / 51.62 Β±1.37 / 53.39 ms β 38.41 / 38.92 Β±0.35 / 39.32 ms β +1.33x faster β β QQuery 46 β 13.20 / 13.36 Β±0.13 / 13.54 ms β 11.71 / 11.82 Β±0.13 / 12.06 ms β +1.13x faster β β QQuery 47 β 287.93 / 295.06 Β±5.73 / 302.28 ms β 241.88 / 271.77 Β±16.18 / 285.61 ms β +1.09x faster β β QQuery 48 β 102.37 / 103.34 Β±0.57 / 103.85 ms β 101.17 / 101.92 Β±0.67 / 102.76 ms β no change β β QQuery 49 β 82.88 / 84.67 Β±2.62 / 89.85 ms β 82.13 / 84.68 Β±2.84 / 89.79 ms β no change β β QQuery 50 β 64.43 / 65.00 Β±0.65 / 65.81 ms β 63.07 / 63.41 Β±0.34 / 64.04 ms β no change β β QQuery 51 β 97.10 / 98.24 Β±0.68 / 98.97 ms β 95.73 / 99.11 Β±3.48 / 105.82 ms β no change β β QQuery 52 β 25.81 / 26.31 Β±0.28 / 26.58 ms β 26.03 / 26.24 Β±0.16 / 26.47 ms β no change β β QQuery 53 β 30.15 / 32.09 Β±2.11 / 35.77 ms β 31.13 / 31.44 Β±0.19 / 31.67 ms β no change β β QQuery 54 β 56.85 / 57.51 Β±0.41 / 58.08 ms β 58.50 / 59.14 Β±0.55 / 60.11 ms β no change β β QQuery 55 β 25.49 / 25.55 Β±0.10 / 25.75 ms β 25.21 / 25.37 Β±0.16 / 25.67 ms β no change β β QQuery 56 β 39.93 / 40.86 Β±0.89 / 42.36 ms β 42.01 / 43.42 Β±2.30 / 48.01 ms β 1.06x slower β β QQuery 57 β 177.77 / 180.04 Β±3.81 / 187.64 ms β 190.89 / 193.42 Β±2.52 / 196.72 ms β 1.07x slower β β QQuery 58 β 118.85 / 121.25 Β±2.17 / 124.60 ms β 122.63 / 124.31 Β±2.20 / 128.59 ms β no change β β QQuery 59 β 118.60 / 122.40 Β±2.75 / 125.39 ms β 122.00 / 124.12 Β±2.95 / 129.97 ms β no change β β QQuery 60 β 40.25 / 41.02 Β±0.53 / 41.70 ms β 42.85 / 43.70 Β±0.69 / 44.92 ms β 1.07x slower β β QQuery 61 β 12.50 / 12.59 Β±0.09 / 12.72 ms β 13.48 / 13.64 Β±0.12 / 13.83 ms β 1.08x slower β β QQuery 62 β 46.82 / 47.47 Β±0.70 / 48.81 ms β 48.59 / 48.96 Β±0.31 / 49.46 ms β no change β β QQuery 63 β 30.07 / 30.27 Β±0.15 / 30.48 ms β 31.57 / 31.87 Β±0.23 / 32.19 ms β 1.05x slower β β QQuery 64 β 417.04 / 422.35 Β±4.61 / 428.90 ms β 416.70 / 443.71 Β±14.47 / 460.48 ms β 1.05x slower β β QQuery 65 β 126.61 / 136.22 Β±5.02 / 141.36 ms β 103.06 / 107.16 Β±2.64 / 111.09 ms β +1.27x faster β β QQuery 66 β 87.73 / 89.07 Β±0.94 / 90.22 ms β 80.60 / 83.33 Β±5.09 / 93.52 ms β +1.07x faster β β QQuery 67 β 279.66 / 291.13 Β±9.72 / 307.23 ms β 244.01 / 264.52 Β±13.83 / 281.20 ms β +1.10x faster β β QQuery 68 β 13.37 / 13.45 Β±0.08 / 13.58 ms β 12.80 / 13.01 Β±0.14 / 13.18 ms β no change β β QQuery 69 β 59.57 / 60.13 Β±0.72 / 61.54 ms β 58.05 / 58.66 Β±0.69 / 59.84 ms β no change β β QQuery 70 β 110.03 / 116.04 Β±6.62 / 124.57 ms β 105.29 / 112.72 Β±10.83 / 134.14 ms β no change β β QQuery 71 β 36.35 / 36.82 Β±0.51 / 37.59 ms β 35.98 / 36.33 Β±0.37 / 37.03 ms β no change β β QQuery 72 β 2148.61 / 2205.56 Β±36.60 / 2261.41 ms β 2065.07 / 2212.01 Β±151.74 / 2505.01 ms β no change β β QQuery 73 β 10.97 / 11.21 Β±0.26 / 11.60 ms β 9.74 / 9.96 Β±0.20 / 10.32 ms β +1.13x faster β β QQuery 74 β 218.17 / 225.97 Β±7.83 / 240.57 ms β 170.85 / 175.99 Β±5.49 / 183.84 ms β +1.28x faster β β QQuery 75 β 154.99 / 160.11 Β±5.15 / 167.04 ms β 150.02 / 154.56 Β±5.35 / 164.97 ms β no change β β QQuery 76 β 35.86 / 36.43 Β±0.34 / 36.75 ms β 35.86 / 36.18 Β±0.20 / 36.42 ms β no change β β QQuery 77 β 61.68 / 62.35 Β±0.37 / 62.82 ms β 60.71 / 61.60 Β±0.52 / 62.07 ms β no change β β QQuery 78 β 197.59 / 203.12 Β±7.09 / 216.85 ms β 198.68 / 199.77 Β±1.22 / 201.67 ms β no change β β QQuery 79 β 67.65 / 71.16 Β±5.43 / 81.97 ms β 67.92 / 69.35 Β±1.70 / 72.15 ms β no change β β QQuery 80 β 100.16 / 101.32 Β±0.99 / 102.79 ms β 100.36 / 102.75 Β±2.59 / 107.70 ms β no change β β QQuery 81 β 25.61 / 25.97 Β±0.29 / 26.28 ms β 26.46 / 26.76 Β±0.26 / 27.11 ms β no change β β QQuery 82 β 16.44 / 16.68 Β±0.16 / 16.85 ms β 16.27 / 16.41 Β±0.16 / 16.64 ms β no change β β QQuery 83 β 39.98 / 43.87 Β±4.22 / 50.22 ms β 39.99 / 41.72 Β±3.27 / 48.27 ms β no change β β QQuery 84 β 31.15 / 31.53 Β±0.21 / 31.78 ms β 30.71 / 32.24 Β±1.29 / 34.12 ms β no change β β QQuery 85 β 107.44 / 108.01 Β±0.44 / 108.76 ms β 108.73 / 112.57 Β±2.84 / 115.80 ms β no change β β QQuery 86 β 25.65 / 25.96 Β±0.29 / 26.46 ms β 28.18 / 28.87 Β±0.99 / 30.80 ms β 1.11x slower β β QQuery 87 β 63.09 / 64.61 Β±1.04 / 66.29 ms β 72.44 / 74.97 Β±3.24 / 81.13 ms β 1.16x slower β β QQuery 88 β 64.03 / 64.47 Β±0.43 / 65.25 ms β 67.78 / 68.56 Β±0.62 / 69.52 ms β 1.06x slower β β QQuery 89 β 35.88 / 36.32 Β±0.42 / 37.02 ms β 37.33 / 38.76 Β±0.79 / 39.46 ms β 1.07x slower β β QQuery 90 β 17.41 / 17.57 Β±0.09 / 17.67 ms β 17.06 / 17.29 Β±0.18 / 17.60 ms β no change β β QQuery 91 β 45.86 / 47.33 Β±2.16 / 51.61 ms β 46.98 / 48.25 Β±1.08 / 50.24 ms β no change β β QQuery 92 β 30.30 / 30.88 Β±0.77 / 32.35 ms β 31.02 / 32.94 Β±1.72 / 35.73 ms β 1.07x slower β β QQuery 93 β 51.63 / 52.21 Β±0.51 / 53.06 ms β 51.12 / 52.32 Β±1.09 / 53.87 ms β no change β β QQuery 94 β 38.65 / 38.90 Β±0.22 / 39.25 ms β 38.44 / 38.71 Β±0.27 / 39.21 ms β no change β β QQuery 95 β 80.38 / 83.02 Β±3.84 / 90.65 ms β 80.53 / 82.96 Β±3.79 / 90.47 ms β no change β β QQuery 96 β 24.39 / 24.72 Β±0.20 / 24.97 ms β 24.43 / 24.70 Β±0.21 / 25.04 ms β no change β β QQuery 97 β 46.92 / 47.54 Β±0.62 / 48.72 ms β 47.11 / 47.86 Β±0.47 / 48.44 ms β no change β β QQuery 98 β 42.86 / 43.79 Β±0.69 / 44.47 ms β 43.14 / 44.05 Β±0.73 / 44.87 ms β no change β β QQuery 99 β 70.41 / 70.62 Β±0.19 / 70.95 ms β 70.20 / 70.93 Β±1.25 / 73.44 ms β no change β βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 10423.85ms β β Total Time (codex_q39-contiguous-dynamic-filter) β 10225.04ms β β Average Time (HEAD) β 105.29ms β β Average Time (codex_q39-contiguous-dynamic-filter) β 103.28ms β β Queries Faster β 25 β β Queries Slower β 14 β β Queries with No Change β 60 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ ``` </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 | 1.5 GiB | | CPU user | 233.3s | | CPU sys | 6.5s | | Peak spill | 0 B | **tpcds β branch** | Metric | Value | |--------|-------| | Wall time | 55.0s | | Peak memory | 2.2 GiB | | Avg memory | 1.5 GiB | | CPU user | 227.6s | | CPU sys | 6.5s | | 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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