adriangbot commented on PR #26703: URL: https://github.com/apache/datafusion/pull/26703#issuecomment-6703785615
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/26703#issuecomment-6703629174) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing perf/dictionary-work-bounded-by-rows (cd7235fe7b7b4ad63d958c2f17bf71f7108bcb44) to 4bf32cb (merge-base) [diff](https://github.com/apache/datafusion/compare/4bf32cb46df983f8efd20d259e9e45827dce8f43..cd7235fe7b7b4ad63d958c2f17bf71f7108bcb44) <details><summary>Run configuration</summary> ```yaml run benchmark clickbench_partitioned env: DATAFUSION_EXECUTION_TARGET_PARTITIONS: "32" baseline: env: DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true" changed: env: DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "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 perf_dictionary-work-bounded-by-rows -------------------- Benchmark clickbench_partitioned.json -------------------- βββββββββββββ³ββββββββββββββ³βββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β perf_dictionary-work-bounded-by-rows β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 0 β 1.22 ms β 1.20 ms β no change β β QQuery 1 β 11.21 ms β 11.21 ms β no change β β QQuery 2 β 33.69 ms β 33.91 ms β no change β β QQuery 3 β 28.06 ms β 27.59 ms β no change β β QQuery 4 β 218.55 ms β 215.33 ms β no change β β QQuery 5 β 1397.26 ms β 835.29 ms β +1.67x faster β β QQuery 6 β 1.24 ms β 1.21 ms β no change β β QQuery 7 β 13.57 ms β 13.51 ms β no change β β QQuery 8 β 315.62 ms β 312.60 ms β no change β β QQuery 9 β 395.84 ms β 390.54 ms β no change β β QQuery 10 β 196.69 ms β 195.99 ms β no change β β QQuery 11 β 206.70 ms β 206.16 ms β no change β β QQuery 12 β 1422.01 ms β 815.67 ms β +1.74x faster β β QQuery 13 β 2034.97 ms β 1306.69 ms β +1.56x faster β β QQuery 14 β 1395.83 ms β 852.77 ms β +1.64x faster β β QQuery 15 β 266.73 ms β 267.63 ms β no change β β QQuery 16 β 2970.21 ms β 1270.90 ms β +2.34x faster β β QQuery 17 β 2934.88 ms β 1219.72 ms β +2.41x faster β β QQuery 18 β 5408.21 ms β 1935.80 ms β +2.79x faster β β QQuery 19 β 25.67 ms β 25.66 ms β no change β β QQuery 20 β 1027.12 ms β 984.54 ms β no change β β QQuery 21 β 1363.75 ms β 1347.18 ms β no change β β QQuery 22 β 3146.60 ms β 3152.58 ms β no change β β QQuery 23 β 8120.86 ms β 8364.02 ms β no change β β QQuery 24 β 96.08 ms β 106.13 ms β 1.10x slower β β QQuery 25 β 344.39 ms β 339.56 ms β no change β β QQuery 26 β 101.07 ms β 98.06 ms β no change β β QQuery 27 β 1128.15 ms β 1097.49 ms β no change β β QQuery 28 β 2651.10 ms β 2498.12 ms β +1.06x faster β β QQuery 29 β 37.43 ms β 36.78 ms β no change β β QQuery 30 β 518.67 ms β 524.85 ms β no change β β QQuery 31 β 542.93 ms β 542.37 ms β no change β β QQuery 32 β 990.34 ms β 944.13 ms β no change β β QQuery 33 β 10206.15 ms β 3600.67 ms β +2.83x faster β β QQuery 34 β 9970.78 ms β 3619.34 ms β +2.75x faster β β QQuery 35 β 266.32 ms β 262.69 ms β no change β β QQuery 36 β 222.89 ms β 156.44 ms β +1.42x faster β β QQuery 37 β 99.84 ms β 97.62 ms β no change β β QQuery 38 β 84.63 ms β 81.71 ms β no change β β QQuery 39 β 444.18 ms β 333.65 ms β +1.33x faster β β QQuery 40 β 16.06 ms β 16.59 ms β no change β β QQuery 41 β 15.44 ms β 15.67 ms β no change β β QQuery 42 β 15.68 ms β 15.65 ms β no change β βββββββββββββ΄ββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 60688.58ms β β Total Time (perf_dictionary-work-bounded-by-rows) β 38175.23ms β β Average Time (HEAD) β 1411.36ms β β Average Time (perf_dictionary-work-bounded-by-rows) β 887.80ms β β Queries Faster β 12 β β Queries Slower β 1 β β Queries with No Change β 30 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and perf_dictionary-work-bounded-by-rows -------------------- Benchmark clickbench_partitioned.json -------------------- βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β perf_dictionary-work-bounded-by-rows β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 0 β 1.22 / 1.84 Β±1.10 / 4.03 ms β 1.20 / 1.79 Β±1.11 / 4.00 ms β no change β β QQuery 1 β 11.21 / 11.58 Β±0.20 / 11.84 ms β 11.21 / 11.47 Β±0.15 / 11.67 ms β no change β β QQuery 2 β 33.69 / 34.08 Β±0.41 / 34.72 ms β 33.91 / 34.15 Β±0.25 / 34.58 ms β no change β β QQuery 3 β 28.06 / 29.17 Β±0.94 / 30.68 ms β 27.59 / 28.20 Β±0.60 / 29.21 ms β no change β β QQuery 4 β 218.55 / 220.49 Β±1.65 / 222.35 ms β 215.33 / 217.54 Β±2.22 / 221.45 ms β no change β β QQuery 5 β 1397.26 / 1419.16 Β±24.31 / 1463.77 ms β 835.29 / 853.12 Β±13.50 / 868.23 ms β +1.66x faster β β QQuery 6 β 1.24 / 1.42 Β±0.27 / 1.95 ms β 1.21 / 1.37 Β±0.25 / 1.85 ms β no change β β QQuery 7 β 13.57 / 13.75 Β±0.10 / 13.84 ms β 13.51 / 13.76 Β±0.14 / 13.93 ms β no change β β QQuery 8 β 315.62 / 319.73 Β±2.31 / 322.64 ms β 312.60 / 317.14 Β±5.42 / 326.76 ms β no change β β QQuery 9 β 395.84 / 414.99 Β±15.37 / 434.36 ms β 390.54 / 403.38 Β±13.27 / 428.22 ms β no change β β QQuery 10 β 196.69 / 202.75 Β±8.19 / 218.96 ms β 195.99 / 197.99 Β±2.56 / 203.02 ms β no change β β QQuery 11 β 206.70 / 209.66 Β±4.64 / 218.89 ms β 206.16 / 207.41 Β±1.21 / 209.48 ms β no change β β QQuery 12 β 1422.01 / 1497.08 Β±40.76 / 1535.28 ms β 815.67 / 841.26 Β±13.89 / 853.66 ms β +1.78x faster β β QQuery 13 β 2034.97 / 2100.22 Β±57.35 / 2176.58 ms β 1306.69 / 1335.37 Β±18.58 / 1356.27 ms β +1.57x faster β β QQuery 14 β 1395.83 / 1464.12 Β±70.68 / 1567.33 ms β 852.77 / 878.67 Β±24.04 / 912.14 ms β +1.67x faster β β QQuery 15 β 266.73 / 286.37 Β±27.38 / 340.46 ms β 267.63 / 273.77 Β±6.60 / 286.52 ms β no change β β QQuery 16 β 2970.21 / 3230.42 Β±404.69 / 4028.42 ms β 1270.90 / 1302.63 Β±24.17 / 1332.51 ms β +2.48x faster β β QQuery 17 β 2934.88 / 3325.01 Β±336.74 / 3947.87 ms β 1219.72 / 1238.97 Β±18.82 / 1271.81 ms β +2.68x faster β β QQuery 18 β 5408.21 / 5820.59 Β±323.67 / 6225.61 ms β 1935.80 / 1974.98 Β±31.21 / 2012.33 ms β +2.95x faster β β QQuery 19 β 25.67 / 26.20 Β±0.52 / 26.85 ms β 25.66 / 26.14 Β±0.52 / 26.97 ms β no change β β QQuery 20 β 1027.12 / 1041.36 Β±13.48 / 1064.36 ms β 984.54 / 1006.77 Β±22.26 / 1045.24 ms β no change β β QQuery 21 β 1363.75 / 1398.14 Β±34.09 / 1459.16 ms β 1347.18 / 1367.37 Β±15.28 / 1389.79 ms β no change β β QQuery 22 β 3146.60 / 3215.30 Β±57.82 / 3317.98 ms β 3152.58 / 3178.14 Β±33.21 / 3243.31 ms β no change β β QQuery 23 β 8120.86 / 8546.61 Β±230.84 / 8815.21 ms β 8364.02 / 8461.77 Β±108.13 / 8616.74 ms β no change β β QQuery 24 β 96.08 / 107.46 Β±11.40 / 127.75 ms β 106.13 / 123.83 Β±23.92 / 170.51 ms β 1.15x slower β β QQuery 25 β 344.39 / 348.53 Β±3.14 / 353.80 ms β 339.56 / 350.66 Β±5.78 / 355.73 ms β no change β β QQuery 26 β 101.07 / 108.89 Β±7.65 / 122.67 ms β 98.06 / 99.92 Β±0.97 / 100.85 ms β +1.09x faster β β QQuery 27 β 1128.15 / 1137.03 Β±5.21 / 1142.40 ms β 1097.49 / 1116.63 Β±16.73 / 1144.68 ms β no change β β QQuery 28 β 2651.10 / 2674.28 Β±13.47 / 2686.61 ms β 2498.12 / 2516.08 Β±17.78 / 2548.42 ms β +1.06x faster β β QQuery 29 β 37.43 / 52.57 Β±18.27 / 85.55 ms β 36.78 / 37.29 Β±0.51 / 38.18 ms β +1.41x faster β β QQuery 30 β 518.67 / 522.83 Β±4.93 / 531.55 ms β 524.85 / 561.95 Β±23.10 / 592.04 ms β 1.07x slower β β QQuery 31 β 542.93 / 565.68 Β±18.43 / 595.62 ms β 542.37 / 569.59 Β±29.65 / 623.62 ms β no change β β QQuery 32 β 990.34 / 1031.83 Β±47.96 / 1107.60 ms β 944.13 / 1004.98 Β±54.74 / 1107.59 ms β no change β β QQuery 33 β 10206.15 / 10815.42 Β±520.80 / 11580.40 ms β 3600.67 / 3741.22 Β±96.66 / 3867.77 ms β +2.89x faster β β QQuery 34 β 9970.78 / 10950.65 Β±531.49 / 11479.40 ms β 3619.34 / 3726.70 Β±74.62 / 3832.22 ms β +2.94x faster β β QQuery 35 β 266.32 / 308.54 Β±46.81 / 394.56 ms β 262.69 / 280.32 Β±16.01 / 306.41 ms β +1.10x faster β β QQuery 36 β 222.89 / 230.75 Β±6.09 / 241.56 ms β 156.44 / 175.82 Β±22.03 / 218.26 ms β +1.31x faster β β QQuery 37 β 99.84 / 102.98 Β±2.04 / 105.74 ms β 97.62 / 101.22 Β±2.22 / 104.25 ms β no change β β QQuery 38 β 84.63 / 87.72 Β±2.11 / 90.72 ms β 81.71 / 89.31 Β±6.80 / 99.18 ms β no change β β QQuery 39 β 444.18 / 463.45 Β±16.19 / 487.12 ms β 333.65 / 357.31 Β±15.88 / 378.85 ms β +1.30x faster β β QQuery 40 β 16.06 / 20.83 Β±7.92 / 36.63 ms β 16.59 / 16.89 Β±0.20 / 17.18 ms β +1.23x faster β β QQuery 41 β 15.44 / 19.43 Β±7.57 / 34.56 ms β 15.67 / 20.02 Β±7.91 / 35.82 ms β no change β β QQuery 42 β 15.68 / 18.59 Β±4.38 / 27.24 ms β 15.65 / 15.91 Β±0.23 / 16.19 ms β +1.17x faster β βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 64397.48ms β β Total Time (perf_dictionary-work-bounded-by-rows) β 39078.79ms β β Average Time (HEAD) β 1497.62ms β β Average Time (perf_dictionary-work-bounded-by-rows) β 908.81ms β β Queries Faster β 17 β β Queries Slower β 2 β β Queries with No Change β 24 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **clickbench_partitioned β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 325.1s | | Peak memory | 13.3 GiB | | Avg memory | 6.3 GiB | | CPU user | 2592.1s | | CPU sys | 187.9s | | Peak spill | 0 B | **clickbench_partitioned β branch** | Metric | Value | |--------|-------| | Wall time | 200.0s | | Peak memory | 12.9 GiB | | Avg memory | 5.7 GiB | | CPU user | 1895.4s | | CPU sys | 127.5s | | 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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