adriangbot commented on PR #27051: URL: https://github.com/apache/datafusion/pull/27051#issuecomment-6612633526
🤖 Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/27051#issuecomment-6612219271) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing 198756a98fc3dc30925b945ff362f96ef6c859b4 (198756a98fc3dc30925b945ff362f96ef6c859b4) to 32bd81fb226ccf1ae5df67ff340d77baa3e73668 [diff](https://github.com/apache/datafusion/compare/32bd81fb226ccf1ae5df67ff340d77baa3e73668..198756a98fc3dc30925b945ff362f96ef6c859b4) <details><summary>Run configuration</summary> ```yaml run benchmark dictionary_group_values baseline: ref: "32bd81fb226ccf1ae5df67ff340d77baa3e73668" changed: ref: "198756a98fc3dc30925b945ff362f96ef6c859b4" ``` </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 1.00 475.2±2.98µs 131.5 MElem/sec 1.19 565.5±913.21µs 110.5 MElem/sec dict_intern_emit/intern_emit/size_65536_card_20_null_0.00 1.00 411.2±2.01µs 152.0 MElem/sec 1.00 409.5±2.63µs 152.6 MElem/sec dict_intern_emit/intern_emit/size_65536_card_300_null_0.00 1.00 437.7±1.95µs 142.8 MElem/sec 1.00 438.0±4.23µs 142.7 MElem/sec dict_intern_emit/intern_emit/size_65536_card_65536_null_0.00 1.00 6.0±0.01ms 10.4 MElem/sec 1.04 6.3±0.01ms 10.0 MElem/sec dict_intern_emit/intern_emit/size_65536_card_75_null_0.00 1.00 429.0±2.59µs 145.7 MElem/sec 1.00 427.5±2.53µs 146.2 MElem/sec dict_intern_emit/intern_emit/size_8192_card_1000_null_0.00 1.12 124.9±131.77µs 62.6 MElem/sec 1.00 111.9±0.64µs 69.8 MElem/sec dict_intern_emit/intern_emit/size_8192_card_20_null_0.00 1.01 55.4±0.51µs 141.0 MElem/sec 1.00 54.8±0.67µs 142.5 MElem/sec dict_intern_emit/intern_emit/size_8192_card_300_null_0.00 1.01 72.0±0.56µs 108.5 MElem/sec 1.00 71.7±0.61µs 109.0 MElem/sec dict_intern_emit/intern_emit/size_8192_card_75_null_0.00 1.01 60.6±0.56µs 128.9 MElem/sec 1.00 59.9±0.62µs 130.5 MElem/sec dict_intern_emit/intern_emit/size_8192_card_8192_null_0.00 1.00 520.5±4.37µs 15.0 MElem/sec 1.03 538.0±1.26µs 14.5 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_1000_null_0.10 1.01 2.3±0.01ms 107.6 MElem/sec 1.00 2.3±0.00ms 108.4 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 116.5 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_300_null_0.10 1.00 2.2±0.01ms 111.7 MElem/sec 1.00 2.2±0.00ms 112.1 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_65536_null_0.10 1.10 17.5±0.08ms 14.3 MElem/sec 1.00 15.9±0.05ms 15.7 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_75_null_0.10 1.00 2.2±0.01ms 112.8 MElem/sec 1.00 2.2±0.00ms 112.7 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_1000_null_0.10 1.04 396.4±1.94µs 78.8 MElem/sec 1.00 382.7±1.77µs 81.7 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_20_null_0.10 1.02 247.1±2.66µs 126.4 MElem/sec 1.00 243.0±1.25µs 128.6 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_300_null_0.10 1.02 294.3±2.89µs 106.2 MElem/sec 1.00 287.3±1.48µs 108.8 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_75_null_0.10 1.02 262.5±2.11µs 119.0 MElem/sec 1.00 258.0±1.21µs 121.1 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_8192_null_0.10 1.09 1304.5±5.99µs 24.0 MElem/sec 1.00 1198.4±3.90µs 26.1 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_1000_null_0.10 1.05 1360.9±5.22µs 45.9 MElem/sec 1.00 1295.3±2.46µs 48.3 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_20_null_0.10 1.06 1260.8±3.66µs 49.6 MElem/sec 1.00 1194.2±2.57µs 52.3 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_300_null_0.10 1.06 1305.9±3.81µs 47.9 MElem/sec 1.00 1231.1±5.05µs 50.8 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_65536_null_0.10 1.15 7.6±0.04ms 8.2 MElem/sec 1.00 6.6±0.01ms 9.4 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_75_null_0.10 1.03 1282.4±3.11µs 48.7 MElem/sec 1.00 1245.0±2.78µs 50.2 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_100000 1.00 18.9±1.09ms 13.2 MElem/sec 1.00 18.9±0.07ms 13.2 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_32768 1.00 7.6±0.01ms 32.9 MElem/sec 1.03 7.8±0.01ms 32.0 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_500000 1.00 62.7±1.76ms 4.0 MElem/sec 1.02 63.8±0.82ms 3.9 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_65536 1.00 13.4±0.02ms 18.6 MElem/sec 1.07 14.3±0.06ms 17.4 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_8192 1.00 2.8±0.01ms 89.7 MElem/sec 1.01 2.8±0.01ms 88.9 MElem/sec dict_take_n/take_n/size_65536_card_1000_null_0.10 1.00 2.4±0.01ms 102.7 MElem/sec 1.00 2.4±0.00ms 102.6 MElem/sec dict_take_n/take_n/size_65536_card_20_null_0.10 1.01 2.1±0.00ms 121.2 MElem/sec 1.00 2.0±0.00ms 122.0 MElem/sec dict_take_n/take_n/size_65536_card_300_null_0.10 1.00 2.2±0.00ms 112.7 MElem/sec 1.00 2.2±0.00ms 112.7 MElem/sec dict_take_n/take_n/size_65536_card_65536_null_0.10 1.00 25.7±0.05ms 9.7 MElem/sec 1.02 26.1±0.10ms 9.6 MElem/sec dict_take_n/take_n/size_65536_card_75_null_0.10 1.00 2.2±0.01ms 116.0 MElem/sec 1.00 2.1±0.01ms 116.3 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 | 100.5 MiB | | CPU user | 403.8s | | CPU sys | 25.1s | | Peak spill | 0 B | **dictionary_group_values — branch** | Metric | Value | |--------|-------| | Wall time | 415.1s | | Peak memory | 902.6 MiB | | Avg memory | 232.2 MiB | | CPU user | 421.5s | | CPU sys | 14.9s | | 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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