adriangbot commented on PR #24227: URL: https://github.com/apache/datafusion/pull/24227#issuecomment-5364887275
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/24227#issuecomment-5364728282) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing rich-T-kid/introduce-rle-parquet-flag (f7fe23ed045d3fa5ac3c01cbc8ffc9247d7ec624) to 8332cfa (merge-base) [diff](https://github.com/apache/datafusion/compare/8332cfafb37aa9209eacdbb098afc3e4bcd7f59a..f7fe23ed045d3fa5ac3c01cbc8ffc9247d7ec624) <details><summary>Run configuration</summary> ```yaml run benchmark clickbench_partitioned ``` </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 rich-T-kid_introduce-rle-parquet-flag -------------------- Benchmark clickbench_partitioned.json -------------------- βββββββββββββ³βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β rich-T-kid_introduce-rle-parquet-flag β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 0 β 1.25 ms β 1.20 ms β no change β β QQuery 1 β 11.85 ms β 11.84 ms β no change β β QQuery 2 β 36.91 ms β 36.42 ms β no change β β QQuery 3 β 31.16 ms β 31.14 ms β no change β β QQuery 4 β 225.04 ms β 225.90 ms β no change β β QQuery 5 β 274.21 ms β 1470.40 ms β 5.36x slower β β QQuery 6 β 1.31 ms β 1.22 ms β +1.07x faster β β QQuery 7 β 13.33 ms β 13.14 ms β no change β β QQuery 8 β 323.36 ms β 339.24 ms β no change β β QQuery 9 β 449.97 ms β 463.93 ms β no change β β QQuery 10 β 70.26 ms β 204.82 ms β 2.92x slower β β QQuery 11 β 81.55 ms β 215.10 ms β 2.64x slower β β QQuery 12 β 268.08 ms β 1525.75 ms β 5.69x slower β β QQuery 13 β 361.64 ms β 2055.28 ms β 5.68x slower β β QQuery 14 β 281.31 ms β 1618.77 ms β 5.75x slower β β QQuery 15 β 270.02 ms β 280.14 ms β no change β β QQuery 16 β 613.25 ms β 3559.52 ms β 5.80x slower β β QQuery 17 β 611.98 ms β 3503.14 ms β 5.72x slower β β QQuery 18 β 1240.88 ms β 6460.11 ms β 5.21x slower β β QQuery 19 β 27.53 ms β 27.40 ms β no change β β QQuery 20 β 516.97 ms β 1045.42 ms β 2.02x slower β β QQuery 21 β 512.78 ms β 1369.99 ms β 2.67x slower β β QQuery 22 β 987.85 ms β 3261.80 ms β 3.30x slower β β QQuery 23 β 3066.60 ms β 9286.14 ms β 3.03x slower β β QQuery 24 β 41.10 ms β 96.14 ms β 2.34x slower β β QQuery 25 β 111.03 ms β 359.92 ms β 3.24x slower β β QQuery 26 β 41.88 ms β 97.35 ms β 2.32x slower β β QQuery 27 β 514.38 ms β 1131.24 ms β 2.20x slower β β QQuery 28 β 2878.29 ms β 3521.51 ms β 1.22x slower β β QQuery 29 β 41.13 ms β 40.90 ms β no change β β QQuery 30 β 303.08 ms β 545.64 ms β 1.80x slower β β QQuery 31 β 291.70 ms β 543.66 ms β 1.86x slower β β QQuery 32 β 931.39 ms β 1005.71 ms β 1.08x slower β β QQuery 33 β 1455.91 ms β 13765.01 ms β 9.45x slower β β QQuery 34 β 1472.45 ms β 13636.56 ms β 9.26x slower β β QQuery 35 β 284.66 ms β 280.93 ms β no change β β QQuery 36 β 66.44 ms β 167.22 ms β 2.52x slower β β QQuery 37 β 36.03 ms β 96.69 ms β 2.68x slower β β QQuery 38 β 41.86 ms β 80.22 ms β 1.92x slower β β QQuery 39 β 146.05 ms β 370.57 ms β 2.54x slower β β QQuery 40 β 14.10 ms β 14.30 ms β no change β β QQuery 41 β 14.20 ms β 13.73 ms β no change β β QQuery 42 β 13.55 ms β 13.17 ms β no change β βββββββββββββ΄βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 18978.33ms β β Total Time (rich-T-kid_introduce-rle-parquet-flag) β 72788.30ms β β Average Time (HEAD) β 441.36ms β β Average Time (rich-T-kid_introduce-rle-parquet-flag) β 1692.75ms β β Queries Faster β 1 β β Queries Slower β 27 β β Queries with No Change β 15 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and rich-T-kid_introduce-rle-parquet-flag -------------------- Benchmark clickbench_partitioned.json -------------------- βββββββββββββ³ββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β rich-T-kid_introduce-rle-parquet-flag β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 0 β 1.25 / 3.95 Β±5.35 / 14.64 ms β 1.20 / 3.89 Β±5.33 / 14.55 ms β no change β β QQuery 1 β 11.85 / 12.15 Β±0.16 / 12.28 ms β 11.84 / 11.98 Β±0.13 / 12.20 ms β no change β β QQuery 2 β 36.91 / 37.07 Β±0.23 / 37.51 ms β 36.42 / 36.49 Β±0.09 / 36.67 ms β no change β β QQuery 3 β 31.16 / 31.86 Β±0.67 / 33.01 ms β 31.14 / 31.36 Β±0.22 / 31.77 ms β no change β β QQuery 4 β 225.04 / 228.60 Β±3.66 / 235.54 ms β 225.90 / 231.15 Β±3.44 / 235.01 ms β no change β β QQuery 5 β 274.21 / 277.70 Β±2.66 / 281.01 ms β 1470.40 / 1519.51 Β±46.43 / 1605.62 ms β 5.47x slower β β QQuery 6 β 1.31 / 1.46 Β±0.24 / 1.93 ms β 1.22 / 1.36 Β±0.22 / 1.78 ms β +1.08x faster β β QQuery 7 β 13.33 / 13.52 Β±0.19 / 13.78 ms β 13.14 / 19.74 Β±12.80 / 45.34 ms β 1.46x slower β β QQuery 8 β 323.36 / 329.33 Β±4.42 / 334.61 ms β 339.24 / 347.66 Β±9.26 / 365.50 ms β 1.06x slower β β QQuery 9 β 449.97 / 459.96 Β±5.19 / 464.77 ms β 463.93 / 477.61 Β±7.47 / 486.09 ms β no change β β QQuery 10 β 70.26 / 71.70 Β±0.78 / 72.42 ms β 204.82 / 210.27 Β±9.28 / 228.72 ms β 2.93x slower β β QQuery 11 β 81.55 / 83.02 Β±1.20 / 84.82 ms β 215.10 / 215.91 Β±0.47 / 216.49 ms β 2.60x slower β β QQuery 12 β 268.08 / 271.28 Β±4.01 / 279.12 ms β 1525.75 / 1565.25 Β±29.61 / 1597.44 ms β 5.77x slower β β QQuery 13 β 361.64 / 374.53 Β±10.98 / 388.45 ms β 2055.28 / 2129.46 Β±56.53 / 2198.21 ms β 5.69x slower β β QQuery 14 β 281.31 / 291.13 Β±6.54 / 299.92 ms β 1618.77 / 1658.70 Β±51.69 / 1757.86 ms β 5.70x slower β β QQuery 15 β 270.02 / 281.64 Β±9.79 / 294.07 ms β 280.14 / 290.99 Β±6.89 / 298.58 ms β no change β β QQuery 16 β 613.25 / 618.69 Β±4.97 / 625.86 ms β 3559.52 / 3656.96 Β±74.44 / 3779.61 ms β 5.91x slower β β QQuery 17 β 611.98 / 623.76 Β±6.96 / 632.17 ms β 3503.14 / 3679.27 Β±119.17 / 3824.98 ms β 5.90x slower β β QQuery 18 β 1240.88 / 1264.74 Β±14.09 / 1281.91 ms β 6460.11 / 6750.28 Β±196.49 / 7048.69 ms β 5.34x slower β β QQuery 19 β 27.53 / 36.79 Β±16.61 / 69.99 ms β 27.40 / 27.82 Β±0.30 / 28.28 ms β +1.32x faster β β QQuery 20 β 516.97 / 528.11 Β±9.24 / 544.32 ms β 1045.42 / 1064.94 Β±16.54 / 1085.98 ms β 2.02x slower β β QQuery 21 β 512.78 / 519.24 Β±4.20 / 523.91 ms β 1369.99 / 1377.47 Β±7.79 / 1390.63 ms β 2.65x slower β β QQuery 22 β 987.85 / 995.69 Β±6.16 / 1005.12 ms β 3261.80 / 3309.13 Β±31.18 / 3358.91 ms β 3.32x slower β β QQuery 23 β 3066.60 / 3097.52 Β±26.79 / 3128.45 ms β 9286.14 / 9421.53 Β±141.86 / 9630.21 ms β 3.04x slower β β QQuery 24 β 41.10 / 45.18 Β±5.27 / 55.32 ms β 96.14 / 103.09 Β±7.91 / 115.49 ms β 2.28x slower β β QQuery 25 β 111.03 / 112.44 Β±1.39 / 114.96 ms β 359.92 / 364.31 Β±3.40 / 370.36 ms β 3.24x slower β β QQuery 26 β 41.88 / 42.35 Β±0.40 / 42.88 ms β 97.35 / 99.64 Β±2.07 / 103.47 ms β 2.35x slower β β QQuery 27 β 514.38 / 522.63 Β±5.29 / 528.35 ms β 1131.24 / 1143.75 Β±7.06 / 1153.06 ms β 2.19x slower β β QQuery 28 β 2878.29 / 2920.57 Β±26.11 / 2955.02 ms β 3521.51 / 3558.89 Β±22.95 / 3587.36 ms β 1.22x slower β β QQuery 29 β 41.13 / 53.42 Β±16.77 / 83.95 ms β 40.90 / 44.22 Β±5.88 / 55.97 ms β +1.21x faster β β QQuery 30 β 303.08 / 311.22 Β±7.03 / 321.37 ms β 545.64 / 552.82 Β±6.20 / 563.80 ms β 1.78x slower β β QQuery 31 β 291.70 / 297.20 Β±4.95 / 305.93 ms β 543.66 / 556.28 Β±10.93 / 574.33 ms β 1.87x slower β β QQuery 32 β 931.39 / 954.42 Β±20.10 / 984.42 ms β 1005.71 / 1090.31 Β±73.97 / 1221.22 ms β 1.14x slower β β QQuery 33 β 1455.91 / 1471.48 Β±11.68 / 1492.18 ms β 13765.01 / 14072.13 Β±224.61 / 14404.25 ms β 9.56x slower β β QQuery 34 β 1472.45 / 1495.42 Β±12.09 / 1505.41 ms β 13636.56 / 14064.81 Β±485.68 / 14871.80 ms β 9.41x slower β β QQuery 35 β 284.66 / 303.06 Β±30.90 / 364.48 ms β 280.93 / 351.31 Β±123.91 / 598.95 ms β 1.16x slower β β QQuery 36 β 66.44 / 72.18 Β±4.52 / 78.97 ms β 167.22 / 176.81 Β±8.42 / 192.02 ms β 2.45x slower β β QQuery 37 β 36.03 / 38.52 Β±4.44 / 47.38 ms β 96.69 / 101.35 Β±5.01 / 108.66 ms β 2.63x slower β β QQuery 38 β 41.86 / 46.22 Β±5.93 / 57.99 ms β 80.22 / 85.43 Β±3.29 / 90.26 ms β 1.85x slower β β QQuery 39 β 146.05 / 155.08 Β±9.04 / 168.15 ms β 370.57 / 386.15 Β±12.28 / 405.09 ms β 2.49x slower β β QQuery 40 β 14.10 / 14.91 Β±0.81 / 16.44 ms β 14.30 / 15.75 Β±2.02 / 19.71 ms β 1.06x slower β β QQuery 41 β 14.20 / 17.64 Β±4.59 / 26.29 ms β 13.73 / 14.02 Β±0.29 / 14.57 ms β +1.26x faster β β QQuery 42 β 13.55 / 13.70 Β±0.09 / 13.84 ms β 13.17 / 14.25 Β±1.74 / 17.71 ms β no change β βββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 19341.07ms β β Total Time (rich-T-kid_introduce-rle-parquet-flag) β 74834.05ms β β Average Time (HEAD) β 449.79ms β β Average Time (rich-T-kid_introduce-rle-parquet-flag) β 1740.33ms β β Queries Faster β 4 β β Queries Slower β 31 β β Queries with No Change β 8 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **clickbench_partitioned β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 100.0s | | Peak memory | 11.3 GiB | | Avg memory | 4.6 GiB | | CPU user | 993.6s | | CPU sys | 67.5s | | Peak spill | 0 B | **clickbench_partitioned β branch** | Metric | Value | |--------|-------| | Wall time | 375.1s | | Peak memory | 12.8 GiB | | Avg memory | 5.8 GiB | | CPU user | 3281.3s | | CPU sys | 200.6s | | 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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