adriangbot commented on PR #27051: URL: https://github.com/apache/datafusion/pull/27051#issuecomment-6608124623
🤖 Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/27051#issuecomment-6607440040) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing 4653896c9a2174492c86651ae5cf28172795f28b (4653896c9a2174492c86651ae5cf28172795f28b) to 32bd81fb226ccf1ae5df67ff340d77baa3e73668 [diff](https://github.com/apache/datafusion/compare/32bd81fb226ccf1ae5df67ff340d77baa3e73668..4653896c9a2174492c86651ae5cf28172795f28b) <details><summary>Run configuration</summary> ```yaml run benchmark dictionary_group_values baseline: ref: "32bd81fb226ccf1ae5df67ff340d77baa3e73668" changed: ref: "4653896c9a2174492c86651ae5cf28172795f28b" ``` </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 1.00 478.6±3.82µs 130.6 MElem/sec 1.00 478.6±2.62µs 130.6 MElem/sec dict_intern_emit/intern_emit/size_65536_card_20_null_0.00 1.00 414.6±3.00µs 150.8 MElem/sec 1.00 413.9±3.25µs 151.0 MElem/sec dict_intern_emit/intern_emit/size_65536_card_300_null_0.00 1.00 442.2±3.69µs 141.4 MElem/sec 1.00 440.1±2.85µs 142.0 MElem/sec dict_intern_emit/intern_emit/size_65536_card_65536_null_0.00 1.00 6.2±0.04ms 10.1 MElem/sec 1.04 6.5±0.01ms 9.7 MElem/sec dict_intern_emit/intern_emit/size_65536_card_75_null_0.00 1.00 432.7±2.91µs 144.5 MElem/sec 1.00 431.4±3.61µs 144.9 MElem/sec dict_intern_emit/intern_emit/size_8192_card_1000_null_0.00 1.00 112.7±5.14µs 69.3 MElem/sec 1.00 113.0±0.89µs 69.2 MElem/sec dict_intern_emit/intern_emit/size_8192_card_20_null_0.00 1.01 55.9±0.45µs 139.8 MElem/sec 1.00 55.3±0.71µs 141.3 MElem/sec dict_intern_emit/intern_emit/size_8192_card_300_null_0.00 1.00 72.5±1.61µs 107.8 MElem/sec 1.09 79.0±64.49µs 98.9 MElem/sec dict_intern_emit/intern_emit/size_8192_card_75_null_0.00 1.02 60.9±0.69µs 128.4 MElem/sec 1.00 59.9±0.61µs 130.3 MElem/sec dict_intern_emit/intern_emit/size_8192_card_8192_null_0.00 1.00 524.8±5.49µs 14.9 MElem/sec 1.04 547.2±2.24µs 14.3 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_1000_null_0.10 1.01 2.3±0.01ms 107.2 MElem/sec 1.00 2.3±0.01ms 108.1 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_20_null_0.10 1.00 2.2±0.00ms 116.2 MElem/sec 1.00 2.1±0.00ms 116.6 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_300_null_0.10 1.00 2.2±0.01ms 111.5 MElem/sec 1.00 2.2±0.01ms 111.7 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_65536_null_0.10 1.10 19.0±0.08ms 13.1 MElem/sec 1.00 17.4±0.10ms 14.4 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_75_null_0.10 1.00 2.2±0.00ms 112.0 MElem/sec 1.00 2.2±0.00ms 112.3 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_1000_null_0.10 1.03 395.6±2.35µs 79.0 MElem/sec 1.00 384.1±1.91µs 81.4 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_20_null_0.10 1.00 248.1±3.21µs 126.0 MElem/sec 1.02 251.9±1.61µs 124.1 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_300_null_0.10 1.00 293.9±2.85µs 106.3 MElem/sec 1.00 293.3±1.98µs 106.6 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_75_null_0.10 1.00 263.4±2.19µs 118.6 MElem/sec 1.02 267.6±1.61µs 116.8 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_8192_null_0.10 1.08 1310.5±5.91µs 23.8 MElem/sec 1.00 1218.4±5.97µs 25.6 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_1000_null_0.10 1.04 1353.5±2.83µs 46.2 MElem/sec 1.00 1301.3±5.16µs 48.0 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_20_null_0.10 1.03 1221.7±3.83µs 51.2 MElem/sec 1.00 1185.8±2.28µs 52.7 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_300_null_0.10 1.04 1298.3±3.90µs 48.1 MElem/sec 1.00 1250.4±2.62µs 50.0 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_65536_null_0.10 1.14 7.8±0.02ms 8.0 MElem/sec 1.00 6.8±0.04ms 9.1 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_75_null_0.10 1.00 1246.3±3.05µs 50.2 MElem/sec 1.00 1240.1±2.72µs 50.4 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_100000 1.00 18.9±0.07ms 13.2 MElem/sec 1.06 20.0±0.08ms 12.5 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_32768 1.00 7.9±0.01ms 31.8 MElem/sec 1.04 8.2±0.01ms 30.6 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_500000 1.00 64.9±0.89ms 3.9 MElem/sec 1.08 69.9±0.95ms 3.6 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_65536 1.00 14.1±0.04ms 17.7 MElem/sec 1.05 14.7±0.03ms 17.0 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_8192 1.00 2.8±0.02ms 88.8 MElem/sec 1.00 2.8±0.02ms 88.9 MElem/sec dict_take_n/take_n/size_65536_card_1000_null_0.10 1.00 2.5±0.01ms 102.0 MElem/sec 1.00 2.5±0.01ms 101.5 MElem/sec dict_take_n/take_n/size_65536_card_20_null_0.10 1.00 2.1±0.01ms 120.8 MElem/sec 1.01 2.1±0.01ms 119.2 MElem/sec dict_take_n/take_n/size_65536_card_300_null_0.10 1.00 2.2±0.00ms 112.1 MElem/sec 1.01 2.2±0.00ms 111.2 MElem/sec dict_take_n/take_n/size_65536_card_65536_null_0.10 1.00 26.5±0.06ms 9.4 MElem/sec 1.02 27.0±0.06ms 9.3 MElem/sec dict_take_n/take_n/size_65536_card_75_null_0.10 1.00 2.2±0.01ms 115.9 MElem/sec 1.02 2.2±0.01ms 113.7 MElem/sec group_values_emit/dictionary/size_500000_null_0.0 1.00 3.2±0.08ms 150.0 MElem/sec group_values_emit/dictionary/size_500000_null_0.1 1.00 2.6±0.13ms 184.5 MElem/sec group_values_emit/dictionary/size_65536_null_0.0 1.00 3.4±0.26µs 18.0 GElem/sec group_values_emit/dictionary/size_65536_null_0.1 1.00 5.1±0.37µs 11.9 GElem/sec group_values_emit/dictionary/size_8192_null_0.0 1.00 4.8±21.93µs 1622.8 MElem/sec group_values_emit/dictionary/size_8192_null_0.1 1.00 4.8±16.76µs 1644.2 MElem/sec group_values_emit/utf8_view/size_500000_null_0.0 1.00 1976.1±44.12µs 241.3 MElem/sec group_values_emit/utf8_view/size_500000_null_0.1 1.00 7.5±0.43µs 61.9 GElem/sec group_values_emit/utf8_view/size_65536_null_0.0 1.00 1231.8±106.95ns 49.6 GElem/sec group_values_emit/utf8_view/size_65536_null_0.1 1.00 2.1±0.12µs 29.2 GElem/sec group_values_emit/utf8_view/size_8192_null_0.0 1.00 597.5±55.81ns 12.8 GElem/sec group_values_emit/utf8_view/size_8192_null_0.1 1.00 872.2±100.96ns 8.7 GElem/sec ``` </p> </details> <details><summary>Resource Usage</summary> **dictionary_group_values — base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 665.1s | | Peak memory | 901.2 MiB | | Avg memory | 62.2 MiB | | CPU user | 407.8s | | CPU sys | 22.6s | | Peak spill | 0 B | **dictionary_group_values — branch** | Metric | Value | |--------|-------| | Wall time | 800.2s | | Peak memory | 889.3 MiB | | Avg memory | 78.8 MiB | | CPU user | 537.4s | | CPU sys | 42.1s | | 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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