adriangbot commented on PR #23032: URL: https://github.com/apache/datafusion/pull/23032#issuecomment-4883381485
๐ค Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/23032#issuecomment-4883333548) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) <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 join-avoid-concat -------------------- Benchmark hj.json -------------------- โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโ โ Query โ HEAD โ join-avoid-concat โ Change โ โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ โ QQuery 1_density=1_prob_hit=1_25*1.5M โ 2.18 / 2.50 ยฑ0.44 / 3.37 ms โ 2.04 / 2.35 ยฑ0.52 / 3.38 ms โ +1.06x faster โ โ QQuery 2_density=0.026_prob_hit=1_25*1.5M โ 4.69 / 4.76 ยฑ0.05 / 4.83 ms โ 4.36 / 4.46 ยฑ0.09 / 4.63 ms โ +1.07x faster โ โ QQuery 3_density=1_prob_hit=1_100K*60M โ 89.43 / 89.84 ยฑ0.51 / 90.76 ms โ 86.53 / 86.85 ยฑ0.24 / 87.13 ms โ no change โ โ QQuery 4_density=1_prob_hit=0.1_100K*60M โ 202.31 / 225.82 ยฑ23.22 / 268.09 ms โ 208.28 / 210.59 ยฑ1.79 / 213.74 ms โ +1.07x faster โ โ QQuery 5_density=0.75_prob_hit=1_100K*60M โ 786.32 / 844.94 ยฑ37.08 / 892.23 ms โ 737.27 / 756.55 ยฑ18.94 / 789.89 ms โ +1.12x faster โ โ QQuery 6_density=0.75_prob_hit=0.1_100K*60M โ 286.62 / 295.41 ยฑ5.94 / 305.17 ms โ 284.14 / 314.97 ยฑ22.72 / 341.26 ms โ 1.07x slower โ โ QQuery 7_density=0.5_prob_hit=1_100K*60M โ 809.49 / 836.31 ยฑ18.64 / 861.86 ms โ 734.47 / 808.59 ยฑ71.44 / 922.48 ms โ no change โ โ QQuery 8_density=0.5_prob_hit=0.1_100K*60M โ 286.42 / 302.08 ยฑ17.19 / 331.60 ms โ 257.63 / 278.87 ยฑ17.79 / 307.87 ms โ +1.08x faster โ โ QQuery 9_density=0.2_prob_hit=1_100K*60M โ 824.82 / 904.34 ยฑ70.81 / 1037.62 ms โ 733.16 / 743.42 ยฑ13.29 / 768.95 ms โ +1.22x faster โ โ QQuery 10_density=0.2_prob_hit=0.1_100K*60M โ 271.24 / 297.81 ยฑ19.39 / 325.34 ms โ 262.11 / 277.06 ยฑ12.20 / 294.96 ms โ +1.07x faster โ โ QQuery 11_density=0.1_prob_hit=1_100K*60M โ 828.87 / 854.51 ยฑ25.50 / 898.82 ms โ 720.76 / 740.51 ยฑ20.90 / 780.49 ms โ +1.15x faster โ โ QQuery 12_density=0.1_prob_hit=0.1_100K*60M โ 278.19 / 300.25 ยฑ18.28 / 331.35 ms โ 260.22 / 290.40 ยฑ23.96 / 323.18 ms โ no change โ โ QQuery 13_density=0.01_prob_hit=1_100K*60M โ 857.43 / 896.11 ยฑ29.06 / 930.74 ms โ 740.32 / 769.14 ยฑ26.23 / 813.48 ms โ +1.17x faster โ โ QQuery 14_density=0.01_prob_hit=0.1_100K*60M โ 306.73 / 330.91 ยฑ25.63 / 374.83 ms โ 295.28 / 317.12 ยฑ12.48 / 329.96 ms โ no change โ โ QQuery 15_density=0.2_prob_hit=0.1_100K_(20%_dups)*60M โ 262.46 / 286.88 ยฑ25.98 / 319.03 ms โ 257.90 / 281.60 ยฑ26.29 / 324.03 ms โ no change โ โ QQuery 16_density=1_prob_hit=1_25*1.5M_RightSemi โ 2.52 / 2.60 ยฑ0.07 / 2.69 ms โ 2.38 / 2.62 ยฑ0.23 / 3.03 ms โ no change โ โ QQuery 17_density=1_prob_hit=1_100K*60M_RightSemi โ 90.85 / 109.16 ยฑ17.21 / 133.25 ms โ 88.59 / 106.25 ยฑ14.97 / 125.40 ms โ no change โ โ QQuery 18_density=1_prob_hit=0.1_100K*60M_RightSemi โ 102.55 / 106.10 ยฑ4.25 / 113.80 ms โ 101.81 / 102.50 ยฑ1.19 / 104.87 ms โ no change โ โ QQuery 19_density=1_prob_hit=1_25*1.5M_RightAnti โ 1.94 / 1.99 ยฑ0.02 / 2.01 ms โ 1.88 / 1.99 ยฑ0.09 / 2.15 ms โ no change โ โ QQuery 20_density=1_prob_hit=1_100K*60M_RightAnti โ 80.33 / 82.44 ยฑ1.97 / 85.38 ms โ 80.24 / 81.85 ยฑ1.63 / 84.63 ms โ no change โ โ QQuery 21_density=1_prob_hit=0.1_100K*60M_RightAnti โ 113.08 / 113.88 ยฑ0.93 / 115.67 ms โ 111.88 / 112.96 ยฑ0.84 / 113.84 ms โ no change โ โ QQuery 22_density=1_prob_hit=0.01_100K_(fanout_100)*60M_RightSemi โ 90.36 / 92.64 ยฑ1.97 / 95.27 ms โ 92.48 / 93.70 ยฑ0.98 / 95.20 ms โ no change โ โ QQuery 23_density=1_prob_hit=1_32K_(fanout~78)*2.3M_long_keys_count โ 171.51 / 173.29 ยฑ1.63 / 175.94 ms โ 165.63 / 168.33 ยฑ2.20 / 171.02 ms โ no change โ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโ โ Benchmark Summary โ โ โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ โ Total Time (HEAD) โ 7154.56ms โ โ Total Time (join-avoid-concat) โ 6552.67ms โ โ Average Time (HEAD) โ 311.07ms โ โ Average Time (join-avoid-concat) โ 284.90ms โ โ Queries Faster โ 9 โ โ Queries Slower โ 1 โ โ Queries with No Change โ 13 โ โ Queries with Failure โ 0 โ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโ ``` </p> </details> <details><summary>Resource Usage</summary> **hj โ base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 40.0s | | Peak memory | 2.3 GiB | | Avg memory | 1.2 GiB | | CPU user | 364.6s | | CPU sys | 13.2s | | Peak spill | 0 B | **hj โ branch** | Metric | Value | |--------|-------| | Wall time | 35.0s | | Peak memory | 2.5 GiB | | Avg memory | 1.4 GiB | | CPU user | 331.3s | | CPU sys | 11.4s | | 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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