adriangbot commented on PR #26447: URL: https://github.com/apache/datafusion/pull/26447#issuecomment-6532463060
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/26447#issuecomment-6532278515) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing perf-hash-join-flat-chains (71afb43ea7ef43b49f4129d005b17a6325080f9c) to 5f5418e (merge-base) [diff](https://github.com/apache/datafusion/compare/5f5418e2f3abee1020796d673904e8a69c977ca6..71afb43ea7ef43b49f4129d005b17a6325080f9c) <details><summary>Run configuration</summary> ```yaml run benchmark hj ``` </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-hash-join-flat-chains -------------------- Benchmark hj.json -------------------- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ³βββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β perf-hash-join-flat-chains β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1_density=1_prob_hit=1_25*1.5M β 1.90 ms β 1.88 ms β no change β β QQuery 2_density=0.026_prob_hit=1_25*1.5M β 4.60 ms β 4.58 ms β no change β β QQuery 3_density=1_prob_hit=1_100K*60M β 80.34 ms β 79.05 ms β no change β β QQuery 4_density=1_prob_hit=0.1_100K*60M β 201.87 ms β 166.38 ms β +1.21x faster β β QQuery 5_density=0.75_prob_hit=1_100K*60M β 725.22 ms β 180.71 ms β +4.01x faster β β QQuery 6_density=0.75_prob_hit=0.1_100K*60M β 282.90 ms β 243.02 ms β +1.16x faster β β QQuery 7_density=0.5_prob_hit=1_100K*60M β 715.89 ms β 174.19 ms β +4.11x faster β β QQuery 8_density=0.5_prob_hit=0.1_100K*60M β 264.39 ms β 227.89 ms β +1.16x faster β β QQuery 9_density=0.2_prob_hit=1_100K*60M β 738.14 ms β 174.85 ms β +4.22x faster β β QQuery 10_density=0.2_prob_hit=0.1_100K*60M β 261.21 ms β 235.00 ms β +1.11x faster β β QQuery 11_density=0.1_prob_hit=1_100K*60M β 726.60 ms β 175.67 ms β +4.14x faster β β QQuery 12_density=0.1_prob_hit=0.1_100K*60M β 260.75 ms β 231.65 ms β +1.13x faster β β QQuery 13_density=0.01_prob_hit=1_100K*60M β 773.08 ms β 195.19 ms β +3.96x faster β β QQuery 14_density=0.01_prob_hit=0.1_100K*60M β 310.63 ms β 287.72 ms β +1.08x faster β β QQuery 15_density=0.2_prob_hit=0.1_100K_(20%_dups)*60M β 275.81 ms β 216.34 ms β +1.27x faster β β QQuery 16_density=1_prob_hit=1_25*1.5M_RightSemi β 2.28 ms β 2.34 ms β no change β β QQuery 17_density=1_prob_hit=1_100K*60M_RightSemi β 86.91 ms β 82.15 ms β +1.06x faster β β QQuery 18_density=1_prob_hit=0.1_100K*60M_RightSemi β 101.85 ms β 109.45 ms β 1.07x slower β β QQuery 19_density=1_prob_hit=1_25*1.5M_RightAnti β 1.83 ms β 1.89 ms β no change β β QQuery 20_density=1_prob_hit=1_100K*60M_RightAnti β 77.80 ms β 74.04 ms β no change β β QQuery 21_density=1_prob_hit=0.1_100K*60M_RightAnti β 111.63 ms β 119.41 ms β 1.07x slower β β QQuery 22_density=1_prob_hit=0.01_100K_(fanout_100)*60M_RightSemi β 86.85 ms β 67.04 ms β +1.30x faster β β QQuery 23_density=1_prob_hit=1_32K_(fanout~78)*2.3M_long_keys_count β 163.32 ms β 128.41 ms β +1.27x faster β β QQuery 24_density=1_prob_hit=1_3K_(single_hot_bucket)*20K_long_keys_count β 527.47 ms β 393.79 ms β +1.34x faster β β QQuery 25_density=1_prob_hit=1_20K_(fanout~78_multi_key)*240K_multi_key_count β 234.26 ms β 198.99 ms β +1.18x faster β βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββ΄βββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 7017.55ms β β Total Time (perf-hash-join-flat-chains) β 3771.61ms β β Average Time (HEAD) β 280.70ms β β Average Time (perf-hash-join-flat-chains) β 150.86ms β β Queries Faster β 17 β β Queries Slower β 2 β β Queries with No Change β 6 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and perf-hash-join-flat-chains -------------------- Benchmark hj.json -------------------- βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³βββββββββββββββββββββββββββββββββββββ³βββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β perf-hash-join-flat-chains β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1_density=1_prob_hit=1_25*1.5M β 1.90 / 2.19 Β±0.45 / 3.09 ms β 1.88 / 2.19 Β±0.47 / 3.13 ms β no change β β QQuery 2_density=0.026_prob_hit=1_25*1.5M β 4.60 / 4.81 Β±0.13 / 4.99 ms β 4.58 / 4.74 Β±0.17 / 5.01 ms β no change β β QQuery 3_density=1_prob_hit=1_100K*60M β 80.34 / 81.43 Β±1.06 / 83.05 ms β 79.05 / 79.61 Β±0.50 / 80.42 ms β no change β β QQuery 4_density=1_prob_hit=0.1_100K*60M β 201.87 / 217.40 Β±19.78 / 255.95 ms β 166.38 / 173.66 Β±8.79 / 190.75 ms β +1.25x faster β β QQuery 5_density=0.75_prob_hit=1_100K*60M β 725.22 / 748.37 Β±19.11 / 772.63 ms β 180.71 / 186.13 Β±3.62 / 191.30 ms β +4.02x faster β β QQuery 6_density=0.75_prob_hit=0.1_100K*60M β 282.90 / 302.17 Β±28.11 / 357.67 ms β 243.02 / 259.74 Β±20.91 / 300.98 ms β +1.16x faster β β QQuery 7_density=0.5_prob_hit=1_100K*60M β 715.89 / 734.71 Β±10.48 / 744.19 ms β 174.19 / 179.22 Β±7.09 / 193.15 ms β +4.10x faster β β QQuery 8_density=0.5_prob_hit=0.1_100K*60M β 264.39 / 284.04 Β±19.35 / 315.94 ms β 227.89 / 240.96 Β±13.86 / 260.91 ms β +1.18x faster β β QQuery 9_density=0.2_prob_hit=1_100K*60M β 738.14 / 761.48 Β±17.74 / 791.40 ms β 174.85 / 191.52 Β±21.93 / 230.62 ms β +3.98x faster β β QQuery 10_density=0.2_prob_hit=0.1_100K*60M β 261.21 / 294.05 Β±35.79 / 352.35 ms β 235.00 / 242.59 Β±6.22 / 249.47 ms β +1.21x faster β β QQuery 11_density=0.1_prob_hit=1_100K*60M β 726.60 / 754.54 Β±20.14 / 776.11 ms β 175.67 / 185.98 Β±13.68 / 212.55 ms β +4.06x faster β β QQuery 12_density=0.1_prob_hit=0.1_100K*60M β 260.75 / 281.90 Β±23.01 / 317.20 ms β 231.65 / 245.38 Β±15.58 / 275.25 ms β +1.15x faster β β QQuery 13_density=0.01_prob_hit=1_100K*60M β 773.08 / 797.12 Β±21.18 / 835.47 ms β 195.19 / 205.70 Β±9.78 / 223.82 ms β +3.88x faster β β QQuery 14_density=0.01_prob_hit=0.1_100K*60M β 310.63 / 336.42 Β±16.83 / 356.41 ms β 287.72 / 302.77 Β±16.44 / 333.69 ms β +1.11x faster β β QQuery 15_density=0.2_prob_hit=0.1_100K_(20%_dups)*60M β 275.81 / 303.47 Β±17.04 / 320.32 ms β 216.34 / 238.40 Β±22.10 / 266.09 ms β +1.27x faster β β QQuery 16_density=1_prob_hit=1_25*1.5M_RightSemi β 2.28 / 2.47 Β±0.13 / 2.66 ms β 2.34 / 2.48 Β±0.15 / 2.78 ms β no change β β QQuery 17_density=1_prob_hit=1_100K*60M_RightSemi β 86.91 / 91.16 Β±6.90 / 104.77 ms β 82.15 / 96.97 Β±16.36 / 119.01 ms β 1.06x slower β β QQuery 18_density=1_prob_hit=0.1_100K*60M_RightSemi β 101.85 / 113.17 Β±12.12 / 129.09 ms β 109.45 / 113.68 Β±8.05 / 129.78 ms β no change β β QQuery 19_density=1_prob_hit=1_25*1.5M_RightAnti β 1.83 / 2.03 Β±0.19 / 2.39 ms β 1.89 / 1.97 Β±0.11 / 2.18 ms β no change β β QQuery 20_density=1_prob_hit=1_100K*60M_RightAnti β 77.80 / 79.44 Β±1.00 / 80.48 ms β 74.04 / 75.95 Β±1.48 / 78.16 ms β no change β β QQuery 21_density=1_prob_hit=0.1_100K*60M_RightAnti β 111.63 / 113.26 Β±1.01 / 114.60 ms β 119.41 / 120.26 Β±0.48 / 120.79 ms β 1.06x slower β β QQuery 22_density=1_prob_hit=0.01_100K_(fanout_100)*60M_RightSemi β 86.85 / 88.55 Β±1.44 / 90.68 ms β 67.04 / 68.11 Β±1.18 / 70.34 ms β +1.30x faster β β QQuery 23_density=1_prob_hit=1_32K_(fanout~78)*2.3M_long_keys_count β 163.32 / 164.57 Β±1.75 / 168.04 ms β 128.41 / 128.87 Β±0.37 / 129.43 ms β +1.28x faster β β QQuery 24_density=1_prob_hit=1_3K_(single_hot_bucket)*20K_long_keys_count β 527.47 / 528.09 Β±0.73 / 529.46 ms β 393.79 / 394.59 Β±0.60 / 395.39 ms β +1.34x faster β β QQuery 25_density=1_prob_hit=1_20K_(fanout~78_multi_key)*240K_multi_key_count β 234.26 / 237.34 Β±2.35 / 241.50 ms β 198.99 / 199.71 Β±0.83 / 201.27 ms β +1.19x faster β βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 7324.17ms β β Total Time (perf-hash-join-flat-chains) β 3941.17ms β β Average Time (HEAD) β 292.97ms β β Average Time (perf-hash-join-flat-chains) β 157.65ms β β Queries Faster β 16 β β Queries Slower β 2 β β Queries with No Change β 7 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **hj β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 40.0s | | Peak memory | 2.4 GiB | | Avg memory | 1.2 GiB | | CPU user | 336.7s | | CPU sys | 12.3s | | Peak spill | 0 B | **hj β branch** | Metric | Value | |--------|-------| | Wall time | 25.0s | | Peak memory | 2.3 GiB | | Avg memory | 946.2 MiB | | CPU user | 163.0s | | CPU sys | 8.1s | | 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. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected] --------------------------------------------------------------------- To unsubscribe, e-mail: [email protected] For additional commands, e-mail: [email protected]
