adriangbot commented on PR #23032: URL: https://github.com/apache/datafusion/pull/23032#issuecomment-5114832163
๐ค Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/23032#issuecomment-5114660188) **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 -------------------- โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโ โ Query โ HEAD โ join-avoid-concat โ Change โ โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ โ QQuery 1_density=1_prob_hit=1_25*1.5M โ 1.88 / 2.24 ยฑ0.50 / 3.22 ms โ 2.05 / 2.28 ยฑ0.44 / 3.17 ms โ no change โ โ QQuery 2_density=0.026_prob_hit=1_25*1.5M โ 4.04 / 4.16 ยฑ0.08 / 4.24 ms โ 4.19 / 4.35 ยฑ0.09 / 4.44 ms โ no change โ โ QQuery 3_density=1_prob_hit=1_100K*60M โ 85.70 / 87.39 ยฑ0.97 / 88.70 ms โ 83.05 / 83.95 ยฑ0.57 / 84.76 ms โ no change โ โ QQuery 4_density=1_prob_hit=0.1_100K*60M โ 195.62 / 210.77 ยฑ22.46 / 255.01 ms โ 196.53 / 201.25 ยฑ4.56 / 207.42 ms โ no change โ โ QQuery 5_density=0.75_prob_hit=1_100K*60M โ 715.55 / 725.96 ยฑ6.92 / 733.83 ms โ 726.67 / 741.65 ยฑ11.41 / 757.54 ms โ no change โ โ QQuery 6_density=0.75_prob_hit=0.1_100K*60M โ 280.96 / 300.56 ยฑ20.80 / 338.49 ms โ 276.07 / 290.86 ยฑ13.14 / 314.17 ms โ no change โ โ QQuery 7_density=0.5_prob_hit=1_100K*60M โ 721.72 / 749.00 ยฑ43.34 / 835.11 ms โ 723.87 / 736.98 ยฑ10.50 / 749.19 ms โ no change โ โ QQuery 8_density=0.5_prob_hit=0.1_100K*60M โ 259.84 / 282.93 ยฑ21.19 / 312.16 ms โ 255.09 / 277.28 ยฑ21.34 / 305.43 ms โ no change โ โ QQuery 9_density=0.2_prob_hit=1_100K*60M โ 741.49 / 757.07 ยฑ11.37 / 770.23 ms โ 735.55 / 746.17 ยฑ7.40 / 758.63 ms โ no change โ โ QQuery 10_density=0.2_prob_hit=0.1_100K*60M โ 256.24 / 274.55 ยฑ15.75 / 297.90 ms โ 252.12 / 265.47 ยฑ14.50 / 288.44 ms โ no change โ โ QQuery 11_density=0.1_prob_hit=1_100K*60M โ 729.59 / 754.14 ยฑ20.53 / 778.79 ms โ 738.16 / 749.98 ยฑ9.18 / 761.70 ms โ no change โ โ QQuery 12_density=0.1_prob_hit=0.1_100K*60M โ 261.87 / 288.56 ยฑ14.73 / 304.12 ms โ 247.09 / 266.53 ยฑ13.49 / 282.98 ms โ +1.08x faster โ โ QQuery 13_density=0.01_prob_hit=1_100K*60M โ 747.53 / 768.18 ยฑ13.13 / 787.52 ms โ 742.52 / 759.12 ยฑ14.39 / 785.32 ms โ no change โ โ QQuery 14_density=0.01_prob_hit=0.1_100K*60M โ 292.95 / 312.70 ยฑ15.96 / 336.73 ms โ 272.52 / 328.76 ยฑ47.96 / 385.70 ms โ 1.05x slower โ โ QQuery 15_density=0.2_prob_hit=0.1_100K_(20%_dups)*60M โ 261.49 / 277.93 ยฑ18.52 / 309.43 ms โ 260.23 / 289.78 ยฑ24.75 / 322.49 ms โ no change โ โ QQuery 16_density=1_prob_hit=1_25*1.5M_RightSemi โ 2.44 / 2.54 ยฑ0.06 / 2.60 ms โ 2.44 / 2.55 ยฑ0.06 / 2.62 ms โ no change โ โ QQuery 17_density=1_prob_hit=1_100K*60M_RightSemi โ 89.73 / 107.28 ยฑ13.71 / 122.93 ms โ 85.72 / 99.51 ยฑ24.07 / 147.55 ms โ +1.08x faster โ โ QQuery 18_density=1_prob_hit=0.1_100K*60M_RightSemi โ 103.66 / 104.30 ยฑ0.47 / 105.02 ms โ 104.66 / 109.40 ยฑ9.20 / 127.79 ms โ no change โ โ QQuery 19_density=1_prob_hit=1_25*1.5M_RightAnti โ 1.95 / 2.10 ยฑ0.26 / 2.62 ms โ 1.92 / 1.96 ยฑ0.07 / 2.10 ms โ +1.07x faster โ โ QQuery 20_density=1_prob_hit=1_100K*60M_RightAnti โ 80.64 / 82.28 ยฑ1.05 / 83.45 ms โ 76.29 / 77.70 ยฑ0.91 / 79.01 ms โ +1.06x faster โ โ QQuery 21_density=1_prob_hit=0.1_100K*60M_RightAnti โ 112.53 / 114.76 ยฑ2.04 / 117.39 ms โ 114.28 / 115.37 ยฑ0.81 / 116.40 ms โ no change โ โ QQuery 22_density=1_prob_hit=0.01_100K_(fanout_100)*60M_RightSemi โ 92.04 / 94.05 ยฑ2.49 / 98.86 ms โ 94.11 / 94.74 ยฑ0.71 / 96.08 ms โ no change โ โ QQuery 23_density=1_prob_hit=1_32K_(fanout~78)*2.3M_long_keys_count โ 167.09 / 168.74 ยฑ1.35 / 170.59 ms โ 163.00 / 164.46 ยฑ1.15 / 166.38 ms โ no change โ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโ โ Benchmark Summary โ โ โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ โ Total Time (HEAD) โ 6472.17ms โ โ Total Time (join-avoid-concat) โ 6410.08ms โ โ Average Time (HEAD) โ 281.40ms โ โ Average Time (join-avoid-concat) โ 278.70ms โ โ Queries Faster โ 4 โ โ Queries Slower โ 1 โ โ Queries with No Change โ 18 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 | 35.0s | | Peak memory | 2.6 GiB | | Avg memory | 1.3 GiB | | CPU user | 326.6s | | CPU sys | 11.4s | | Peak spill | 0 B | **hj โ branch** | Metric | Value | |--------|-------| | Wall time | 35.0s | | Peak memory | 2.9 GiB | | Avg memory | 1.3 GiB | | CPU user | 327.7s | | CPU sys | 10.8s | | 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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