adriangbot commented on PR #25852: URL: https://github.com/apache/datafusion/pull/25852#issuecomment-5881677128
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25852#issuecomment-5881542915) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing codex/bucket-index-experiment (ba374e2d1851c5c1079629ae1835740d265b00dc) to fb42cf5 (merge-base) [diff](https://github.com/apache/datafusion/compare/fb42cf5911faf1c05f6ccd5bde3d9e2300d35b76..ba374e2d1851c5c1079629ae1835740d265b00dc) <details><summary>Run configuration</summary> ```yaml run benchmark clickbench_partitioned changed: env: DATAFUSION_EXECUTION_HASH_AGGREGATE_BUCKET_THRESHOLD: "262144" ``` </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_bucket-index-experiment -------------------- Benchmark clickbench_partitioned.json -------------------- βββββββββββββ³βββββββββββββ³ββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β codex_bucket-index-experiment β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 0 β 1.25 ms β 1.25 ms β no change β β QQuery 1 β 11.72 ms β 11.75 ms β no change β β QQuery 2 β 37.12 ms β 36.82 ms β no change β β QQuery 3 β 31.91 ms β 31.40 ms β no change β β QQuery 4 β 237.31 ms β 187.20 ms β +1.27x faster β β QQuery 5 β 273.94 ms β 279.33 ms β no change β β QQuery 6 β 1.31 ms β 1.29 ms β no change β β QQuery 7 β 12.97 ms β 13.11 ms β no change β β QQuery 8 β 332.90 ms β 298.40 ms β +1.12x faster β β QQuery 9 β 472.68 ms β 466.78 ms β no change β β QQuery 10 β 64.30 ms β 67.81 ms β 1.05x slower β β QQuery 11 β 74.67 ms β 80.50 ms β 1.08x slower β β QQuery 12 β 267.05 ms β 274.18 ms β no change β β QQuery 13 β 358.92 ms β 358.52 ms β no change β β QQuery 14 β 281.02 ms β 287.19 ms β no change β β QQuery 15 β 284.31 ms β 218.03 ms β +1.30x faster β β QQuery 16 β 619.40 ms β 645.78 ms β no change β β QQuery 17 β 621.94 ms β 590.54 ms β +1.05x faster β β QQuery 18 β 1281.12 ms β 1172.46 ms β +1.09x faster β β QQuery 19 β 27.26 ms β 27.85 ms β no change β β QQuery 20 β 520.50 ms β 522.16 ms β no change β β QQuery 21 β 512.03 ms β 527.08 ms β no change β β QQuery 22 β 1011.68 ms β 1055.68 ms β no change β β QQuery 23 β 3162.46 ms β 3161.99 ms β no change β β QQuery 24 β 42.15 ms β 40.51 ms β no change β β QQuery 25 β 105.36 ms β 106.46 ms β no change β β QQuery 26 β 41.13 ms β 41.57 ms β no change β β QQuery 27 β 503.44 ms β 511.87 ms β no change β β QQuery 28 β 2896.10 ms β 2934.40 ms β no change β β QQuery 29 β 41.58 ms β 42.38 ms β no change β β QQuery 30 β 308.24 ms β 315.48 ms β no change β β QQuery 31 β 280.84 ms β 274.32 ms β no change β β QQuery 32 β 1112.46 ms β 855.51 ms β +1.30x faster β β QQuery 33 β 1594.73 ms β 1636.72 ms β no change β β QQuery 34 β 1572.53 ms β 1613.72 ms β no change β β QQuery 35 β 298.30 ms β 246.58 ms β +1.21x faster β β QQuery 36 β 66.21 ms β 71.90 ms β 1.09x slower β β QQuery 37 β 35.22 ms β 37.80 ms β 1.07x slower β β QQuery 38 β 40.57 ms β 42.50 ms β no change β β QQuery 39 β 135.31 ms β 155.90 ms β 1.15x slower β β QQuery 40 β 14.62 ms β 16.15 ms β 1.10x slower β β QQuery 41 β 13.98 ms β 14.99 ms β 1.07x slower β β QQuery 42 β 13.33 ms β 14.42 ms β 1.08x slower β βββββββββββββ΄βββββββββββββ΄ββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 19615.87ms β β Total Time (codex_bucket-index-experiment) β 19290.30ms β β Average Time (HEAD) β 456.18ms β β Average Time (codex_bucket-index-experiment) β 448.61ms β β Queries Faster β 7 β β Queries Slower β 8 β β Queries with No Change β 28 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and codex_bucket-index-experiment -------------------- Benchmark clickbench_partitioned.json -------------------- βββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³βββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β codex_bucket-index-experiment β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 0 β 1.25 / 4.13 Β±5.60 / 15.33 ms β 1.25 / 4.10 Β±5.60 / 15.29 ms β no change β β QQuery 1 β 11.72 / 11.92 Β±0.16 / 12.08 ms β 11.75 / 11.91 Β±0.15 / 12.17 ms β no change β β QQuery 2 β 37.12 / 37.41 Β±0.39 / 38.16 ms β 36.82 / 37.02 Β±0.16 / 37.28 ms β no change β β QQuery 3 β 31.91 / 32.86 Β±0.99 / 34.56 ms β 31.40 / 31.93 Β±0.47 / 32.66 ms β no change β β QQuery 4 β 237.31 / 241.85 Β±2.53 / 244.42 ms β 187.20 / 192.62 Β±3.31 / 197.36 ms β +1.26x faster β β QQuery 5 β 273.94 / 278.01 Β±2.53 / 280.90 ms β 279.33 / 286.24 Β±8.14 / 301.67 ms β no change β β QQuery 6 β 1.31 / 1.47 Β±0.23 / 1.93 ms β 1.29 / 1.46 Β±0.23 / 1.92 ms β no change β β QQuery 7 β 12.97 / 13.15 Β±0.15 / 13.32 ms β 13.11 / 13.20 Β±0.09 / 13.36 ms β no change β β QQuery 8 β 332.90 / 341.48 Β±9.83 / 359.08 ms β 298.40 / 301.88 Β±2.86 / 305.28 ms β +1.13x faster β β QQuery 9 β 472.68 / 478.06 Β±4.96 / 484.71 ms β 466.78 / 479.19 Β±9.65 / 492.13 ms β no change β β QQuery 10 β 64.30 / 65.75 Β±1.77 / 69.11 ms β 67.81 / 68.60 Β±0.67 / 69.36 ms β no change β β QQuery 11 β 74.67 / 75.16 Β±0.53 / 76.10 ms β 80.50 / 89.16 Β±13.29 / 115.08 ms β 1.19x slower β β QQuery 12 β 267.05 / 272.78 Β±4.78 / 278.87 ms β 274.18 / 278.80 Β±4.30 / 283.98 ms β no change β β QQuery 13 β 358.92 / 376.71 Β±16.31 / 399.31 ms β 358.52 / 364.46 Β±4.64 / 372.46 ms β no change β β QQuery 14 β 281.02 / 287.02 Β±4.23 / 293.04 ms β 287.19 / 298.08 Β±8.69 / 313.01 ms β no change β β QQuery 15 β 284.31 / 294.68 Β±9.12 / 311.57 ms β 218.03 / 231.40 Β±9.80 / 248.43 ms β +1.27x faster β β QQuery 16 β 619.40 / 632.18 Β±8.99 / 644.00 ms β 645.78 / 652.59 Β±3.92 / 656.64 ms β no change β β QQuery 17 β 621.94 / 637.16 Β±11.69 / 653.93 ms β 590.54 / 603.60 Β±8.64 / 616.25 ms β +1.06x faster β β QQuery 18 β 1281.12 / 1305.10 Β±23.28 / 1345.80 ms β 1172.46 / 1236.89 Β±76.90 / 1382.76 ms β +1.06x faster β β QQuery 19 β 27.26 / 27.42 Β±0.17 / 27.72 ms β 27.85 / 36.22 Β±16.25 / 68.72 ms β 1.32x slower β β QQuery 20 β 520.50 / 531.24 Β±10.75 / 545.52 ms β 522.16 / 558.58 Β±54.22 / 666.30 ms β 1.05x slower β β QQuery 21 β 512.03 / 522.92 Β±8.87 / 536.12 ms β 527.08 / 537.07 Β±7.06 / 547.58 ms β no change β β QQuery 22 β 1011.68 / 1026.76 Β±9.33 / 1038.43 ms β 1055.68 / 1109.20 Β±39.18 / 1161.86 ms β 1.08x slower β β QQuery 23 β 3162.46 / 3334.54 Β±200.50 / 3720.94 ms β 3161.99 / 3346.85 Β±190.10 / 3662.62 ms β no change β β QQuery 24 β 42.15 / 69.86 Β±39.39 / 145.17 ms β 40.51 / 64.02 Β±44.61 / 153.21 ms β +1.09x faster β β QQuery 25 β 105.36 / 109.08 Β±2.80 / 112.65 ms β 106.46 / 149.50 Β±81.60 / 312.68 ms β 1.37x slower β β QQuery 26 β 41.13 / 48.56 Β±12.61 / 73.69 ms β 41.57 / 41.78 Β±0.14 / 41.96 ms β +1.16x faster β β QQuery 27 β 503.44 / 521.12 Β±10.25 / 535.49 ms β 511.87 / 521.32 Β±10.24 / 535.11 ms β no change β β QQuery 28 β 2896.10 / 2918.95 Β±19.51 / 2947.56 ms β 2934.40 / 3029.81 Β±67.51 / 3138.41 ms β no change β β QQuery 29 β 41.58 / 45.66 Β±7.18 / 59.99 ms β 42.38 / 59.31 Β±23.37 / 103.98 ms β 1.30x slower β β QQuery 30 β 308.24 / 315.82 Β±6.03 / 323.57 ms β 315.48 / 325.88 Β±11.93 / 348.26 ms β no change β β QQuery 31 β 280.84 / 297.27 Β±13.22 / 320.48 ms β 274.32 / 284.74 Β±9.74 / 302.15 ms β no change β β QQuery 32 β 1112.46 / 1223.71 Β±116.08 / 1370.71 ms β 855.51 / 907.51 Β±61.85 / 1026.01 ms β +1.35x faster β β QQuery 33 β 1594.73 / 1684.25 Β±102.60 / 1885.29 ms β 1636.72 / 1745.48 Β±117.55 / 1944.69 ms β no change β β QQuery 34 β 1572.53 / 1607.66 Β±43.52 / 1685.16 ms β 1613.72 / 1714.07 Β±84.53 / 1835.30 ms β 1.07x slower β β QQuery 35 β 298.30 / 401.28 Β±127.63 / 645.49 ms β 246.58 / 302.71 Β±55.56 / 385.24 ms β +1.33x faster β β QQuery 36 β 66.21 / 69.85 Β±3.63 / 75.64 ms β 71.90 / 75.50 Β±3.46 / 81.97 ms β 1.08x slower β β QQuery 37 β 35.22 / 35.73 Β±0.55 / 36.41 ms β 37.80 / 40.41 Β±2.52 / 44.95 ms β 1.13x slower β β QQuery 38 β 40.57 / 61.51 Β±25.06 / 109.97 ms β 42.50 / 47.05 Β±2.94 / 50.78 ms β +1.31x faster β β QQuery 39 β 135.31 / 149.13 Β±10.54 / 166.61 ms β 155.90 / 166.59 Β±5.69 / 172.47 ms β 1.12x slower β β QQuery 40 β 14.62 / 15.13 Β±0.49 / 15.93 ms β 16.15 / 16.81 Β±0.57 / 17.51 ms β 1.11x slower β β QQuery 41 β 13.98 / 22.12 Β±11.24 / 42.62 ms β 14.99 / 16.29 Β±1.77 / 19.79 ms β +1.36x faster β β QQuery 42 β 13.33 / 16.41 Β±3.23 / 21.18 ms β 14.42 / 19.13 Β±8.40 / 35.90 ms β 1.17x slower β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ ββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 20442.84ms β β Total Time (codex_bucket-index-experiment) β 20298.95ms β β Average Time (HEAD) β 475.41ms β β Average Time (codex_bucket-index-experiment) β 472.07ms β β Queries Faster β 11 β β Queries Slower β 12 β β Queries with No Change β 20 β β Queries with Failure β 0 β ββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **clickbench_partitioned β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 105.0s | | Peak memory | 17.8 GiB | | Avg memory | 6.0 GiB | | CPU user | 1004.0s | | CPU sys | 99.0s | | Peak spill | 0 B | **clickbench_partitioned β branch** | Metric | Value | |--------|-------| | Wall time | 105.0s | | Peak memory | 18.1 GiB | | Avg memory | 5.4 GiB | | CPU user | 972.6s | | CPU sys | 96.4s | | 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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