adriangbot commented on PR #27051: URL: https://github.com/apache/datafusion/pull/27051#issuecomment-6615457988
🤖 Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/27051#issuecomment-6615016951) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing 0f4470fa7 (0f4470fa7bcc0f26611f0def5174fc58c4d96f62) to 32bd81fb226ccf1ae5df67ff340d77baa3e73668 [diff](https://github.com/apache/datafusion/compare/32bd81fb226ccf1ae5df67ff340d77baa3e73668..0f4470fa7bcc0f26611f0def5174fc58c4d96f62) <details><summary>Run configuration</summary> ```yaml run benchmark dictionary_group_values baseline: ref: "32bd81fb226ccf1ae5df67ff340d77baa3e73668" changed: ref: "0f4470fa7" ``` </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> ``` group HEAD rich-T-kid_dictionary-aggregate-emission ----- ---- ---------------------------------------- dict_intern_emit/intern_emit/size_65536_card_1000_null_0.00 1.06 478.2±3.71µs 130.7 MElem/sec 1.00 452.5±2.40µs 138.1 MElem/sec dict_intern_emit/intern_emit/size_65536_card_20_null_0.00 1.01 415.9±3.00µs 150.3 MElem/sec 1.00 411.9±3.23µs 151.7 MElem/sec dict_intern_emit/intern_emit/size_65536_card_300_null_0.00 1.03 443.6±3.07µs 140.9 MElem/sec 1.00 430.6±2.74µs 145.1 MElem/sec dict_intern_emit/intern_emit/size_65536_card_65536_null_0.00 1.67 6.1±0.01ms 10.2 MElem/sec 1.00 3.6±0.01ms 17.1 MElem/sec dict_intern_emit/intern_emit/size_65536_card_75_null_0.00 1.01 432.5±2.34µs 144.5 MElem/sec 1.00 430.2±3.60µs 145.3 MElem/sec dict_intern_emit/intern_emit/size_8192_card_1000_null_0.00 1.27 111.9±0.61µs 69.8 MElem/sec 1.00 88.2±0.68µs 88.6 MElem/sec dict_intern_emit/intern_emit/size_8192_card_20_null_0.00 1.01 55.4±0.42µs 141.0 MElem/sec 1.00 54.7±4.47µs 142.9 MElem/sec dict_intern_emit/intern_emit/size_8192_card_300_null_0.00 1.11 72.2±0.58µs 108.2 MElem/sec 1.00 64.9±0.42µs 120.4 MElem/sec dict_intern_emit/intern_emit/size_8192_card_75_null_0.00 1.04 60.8±0.68µs 128.5 MElem/sec 1.00 58.2±0.58µs 134.3 MElem/sec dict_intern_emit/intern_emit/size_8192_card_8192_null_0.00 1.65 521.7±2.27µs 15.0 MElem/sec 1.00 315.4±1.35µs 24.8 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_1000_null_0.10 1.03 2.3±0.00ms 107.3 MElem/sec 1.00 2.3±0.00ms 110.2 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_20_null_0.10 1.00 2.2±0.01ms 115.9 MElem/sec 1.00 2.2±0.01ms 115.4 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_300_null_0.10 1.01 2.2±0.00ms 111.1 MElem/sec 1.00 2.2±0.00ms 112.4 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_65536_null_0.10 1.34 18.7±0.05ms 13.4 MElem/sec 1.00 13.9±0.26ms 17.9 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_75_null_0.10 1.00 2.2±0.01ms 111.7 MElem/sec 1.00 2.2±0.00ms 111.8 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_1000_null_0.10 1.10 396.4±2.26µs 78.8 MElem/sec 1.00 361.3±3.19µs 86.5 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_20_null_0.10 1.00 249.3±1.82µs 125.4 MElem/sec 1.05 261.6±2.97µs 119.4 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_300_null_0.10 1.00 294.5±2.46µs 106.1 MElem/sec 1.00 293.0±2.58µs 106.6 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_75_null_0.10 1.01 277.0±133.43µs 112.8 MElem/sec 1.00 273.4±1.43µs 114.3 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_8192_null_0.10 1.39 1314.0±5.97µs 23.8 MElem/sec 1.00 948.5±9.15µs 32.9 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_1000_null_0.10 1.04 1362.3±5.30µs 45.9 MElem/sec 1.00 1311.2±4.04µs 47.7 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_20_null_0.10 1.00 1225.1±3.84µs 51.0 MElem/sec 1.00 1226.0±11.52µs 51.0 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_300_null_0.10 1.02 1265.2±3.75µs 49.4 MElem/sec 1.00 1238.2±3.60µs 50.5 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_65536_null_0.10 1.13 7.6±0.02ms 8.3 MElem/sec 1.00 6.7±0.02ms 9.3 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_75_null_0.10 1.00 1248.3±3.57µs 50.1 MElem/sec 1.01 1263.1±4.07µs 49.5 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_100000 1.99 18.5±0.07ms 13.5 MElem/sec 1.00 9.3±0.02ms 27.0 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_32768 1.68 7.8±0.01ms 31.9 MElem/sec 1.00 4.7±0.02ms 53.5 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_500000 2.74 59.0±1.14ms 4.2 MElem/sec 1.00 21.5±1.03ms 11.6 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_65536 1.87 13.9±0.02ms 18.0 MElem/sec 1.00 7.4±0.08ms 33.7 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_8192 2.39 2.8±0.02ms 88.4 MElem/sec 1.00 1183.9±24.69µs 211.2 MElem/sec dict_take_n/take_n/size_65536_card_1000_null_0.10 1.04 2.4±0.01ms 102.2 MElem/sec 1.00 2.4±0.01ms 106.3 MElem/sec dict_take_n/take_n/size_65536_card_20_null_0.10 1.00 2.1±0.00ms 121.1 MElem/sec 1.03 2.1±0.01ms 117.5 MElem/sec dict_take_n/take_n/size_65536_card_300_null_0.10 1.00 2.2±0.01ms 111.8 MElem/sec 1.00 2.2±0.01ms 111.7 MElem/sec dict_take_n/take_n/size_65536_card_65536_null_0.10 1.58 26.4±0.07ms 9.5 MElem/sec 1.00 16.7±0.12ms 15.0 MElem/sec dict_take_n/take_n/size_65536_card_75_null_0.10 1.00 2.2±0.01ms 115.5 MElem/sec 1.02 2.2±0.00ms 113.8 MElem/sec ``` </p> </details> <details><summary>Resource Usage</summary> **dictionary_group_values — base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 415.1s | | Peak memory | 900.8 MiB | | Avg memory | 98.2 MiB | | CPU user | 405.1s | | CPU sys | 23.8s | | Peak spill | 0 B | **dictionary_group_values — branch** | Metric | Value | |--------|-------| | Wall time | 605.1s | | Peak memory | 921.5 MiB | | Avg memory | 77.2 MiB | | CPU user | 408.7s | | CPU sys | 28.1s | | 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. 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