adriangbot commented on PR #27051: URL: https://github.com/apache/datafusion/pull/27051#issuecomment-6622074909
🤖 Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/27051#issuecomment-6621745914) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing d0d542bfd3f87bf266e7141b432bce2200066ae6 (d0d542bfd3f87bf266e7141b432bce2200066ae6) to ea33cce29c27ffb583e613d4a5900e9614be0fa8 [diff](https://github.com/apache/datafusion/compare/ea33cce29c27ffb583e613d4a5900e9614be0fa8..d0d542bfd3f87bf266e7141b432bce2200066ae6) <details><summary>Run configuration</summary> ```yaml run benchmark dictionary_group_values baseline: ref: "ea33cce29c27ffb583e613d4a5900e9614be0fa8" changed: ref: "d0d542bfd3f87bf266e7141b432bce2200066ae6" ``` </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 1.00 486.6±6.93µs 128.5 MElem/sec 1.01 491.7±8.51µs 127.1 MElem/sec dict_intern_emit/intern_emit/size_65536_card_20_null_0.00 1.01 421.6±9.09µs 148.2 MElem/sec 1.00 417.6±6.52µs 149.7 MElem/sec dict_intern_emit/intern_emit/size_65536_card_300_null_0.00 1.02 451.1±7.50µs 138.5 MElem/sec 1.00 443.0±4.78µs 141.1 MElem/sec dict_intern_emit/intern_emit/size_65536_card_65536_null_0.00 1.05 6.2±0.05ms 10.1 MElem/sec 1.00 5.9±0.03ms 10.6 MElem/sec dict_intern_emit/intern_emit/size_65536_card_75_null_0.00 1.03 445.9±8.24µs 140.2 MElem/sec 1.00 433.9±4.52µs 144.0 MElem/sec dict_intern_emit/intern_emit/size_8192_card_1000_null_0.00 1.03 113.8±2.05µs 68.7 MElem/sec 1.00 110.8±1.68µs 70.5 MElem/sec dict_intern_emit/intern_emit/size_8192_card_20_null_0.00 1.02 57.1±1.40µs 136.9 MElem/sec 1.00 55.7±1.08µs 140.1 MElem/sec dict_intern_emit/intern_emit/size_8192_card_300_null_0.00 1.00 72.7±1.10µs 107.5 MElem/sec 1.00 72.4±1.45µs 108.0 MElem/sec dict_intern_emit/intern_emit/size_8192_card_75_null_0.00 1.01 62.6±1.54µs 124.8 MElem/sec 1.00 61.9±14.90µs 126.3 MElem/sec dict_intern_emit/intern_emit/size_8192_card_8192_null_0.00 1.01 521.8±3.03µs 15.0 MElem/sec 1.00 516.5±2.04µs 15.1 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_1000_null_0.10 1.01 2.3±0.01ms 106.6 MElem/sec 1.00 2.3±0.00ms 107.5 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_20_null_0.10 1.00 2.2±0.01ms 116.1 MElem/sec 1.00 2.2±0.00ms 116.2 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_300_null_0.10 1.01 2.3±0.01ms 110.5 MElem/sec 1.00 2.2±0.01ms 111.2 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_65536_null_0.10 1.14 21.4±0.38ms 11.7 MElem/sec 1.00 18.8±0.59ms 13.3 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_75_null_0.10 1.00 2.2±0.01ms 111.9 MElem/sec 1.00 2.2±0.00ms 112.1 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_1000_null_0.10 1.04 397.0±3.37µs 78.7 MElem/sec 1.00 382.0±1.54µs 81.8 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_20_null_0.10 1.01 249.4±8.23µs 125.3 MElem/sec 1.00 247.2±1.49µs 126.4 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_300_null_0.10 1.03 296.2±2.80µs 105.5 MElem/sec 1.00 288.9±2.00µs 108.2 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_75_null_0.10 1.02 269.5±41.46µs 116.0 MElem/sec 1.00 263.1±1.58µs 118.8 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_8192_null_0.10 1.09 1316.9±67.51µs 23.7 MElem/sec 1.00 1206.9±5.25µs 25.9 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_1000_null_0.10 1.01 1357.3±3.88µs 46.0 MElem/sec 1.00 1341.5±5.40µs 46.6 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_20_null_0.10 1.02 1223.9±3.66µs 51.1 MElem/sec 1.00 1196.3±3.36µs 52.2 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_300_null_0.10 1.03 1266.0±4.85µs 49.4 MElem/sec 1.00 1229.9±3.30µs 50.8 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_65536_null_0.10 1.13 7.8±0.11ms 8.0 MElem/sec 1.00 6.9±0.03ms 9.0 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_75_null_0.10 1.03 1248.6±5.10µs 50.1 MElem/sec 1.00 1216.4±2.81µs 51.4 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_100000 1.05 23.1±0.78ms 10.8 MElem/sec 1.00 21.9±0.87ms 11.4 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_32768 1.06 8.2±0.03ms 30.4 MElem/sec 1.00 7.7±0.03ms 32.3 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_500000 1.00 76.6±2.70ms 3.3 MElem/sec 1.06 81.2±2.65ms 3.1 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_65536 1.04 15.8±1.00ms 15.8 MElem/sec 1.00 15.2±0.40ms 16.4 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_8192 1.04 2.9±0.02ms 86.6 MElem/sec 1.00 2.8±0.01ms 90.4 MElem/sec dict_take_n/take_n/size_65536_card_1000_null_0.10 1.00 2.5±0.01ms 101.9 MElem/sec 1.00 2.5±0.00ms 101.6 MElem/sec dict_take_n/take_n/size_65536_card_20_null_0.10 1.00 2.1±0.01ms 120.7 MElem/sec 1.01 2.1±0.01ms 119.8 MElem/sec dict_take_n/take_n/size_65536_card_300_null_0.10 1.00 2.3±0.01ms 111.1 MElem/sec 1.00 2.2±0.01ms 111.3 MElem/sec dict_take_n/take_n/size_65536_card_65536_null_0.10 1.02 27.9±0.14ms 9.0 MElem/sec 1.00 27.3±0.13ms 9.2 MElem/sec dict_take_n/take_n/size_65536_card_75_null_0.10 1.00 2.2±0.01ms 115.2 MElem/sec 1.00 2.2±0.01ms 115.1 MElem/sec ``` </p> </details> <details><summary>Resource Usage</summary> **dictionary_group_values — base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 650.2s | | Peak memory | 901.1 MiB | | Avg memory | 65.1 MiB | | CPU user | 415.9s | | CPU sys | 24.7s | | Peak spill | 0 B | **dictionary_group_values — branch** | Metric | Value | |--------|-------| | Wall time | 635.2s | | Peak memory | 902.3 MiB | | Avg memory | 155.2 MiB | | CPU user | 428.8s | | 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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