adriangbot commented on PR #25185: URL: https://github.com/apache/datafusion/pull/25185#issuecomment-5634871669
🤖 Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25185#issuecomment-5634644346) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing perf/dict-group-values-cache-hashes (e33ef3155ee994f0a908bc9a5336e76809b22790) to 0da2151 (merge-base) [diff](https://github.com/apache/datafusion/compare/0da2151ca4e4af984d89223a7c9696b186d88c72..e33ef3155ee994f0a908bc9a5336e76809b22790) <details><summary>Run configuration</summary> ```yaml run benchmark dictionary_group_values ``` </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 perf_dict-group-values-cache-hashes ----- ---- ----------------------------------- dict_intern_emit/intern_emit/size_65536_card_1000_null_0.00 1.02 510.6±34.75µs 122.4 MElem/sec 1.00 499.3±4.16µs 125.2 MElem/sec dict_intern_emit/intern_emit/size_65536_card_20_null_0.00 1.03 435.4±33.13µs 143.5 MElem/sec 1.00 422.4±5.97µs 147.9 MElem/sec dict_intern_emit/intern_emit/size_65536_card_300_null_0.00 1.03 466.6±33.83µs 134.0 MElem/sec 1.00 452.9±4.98µs 138.0 MElem/sec dict_intern_emit/intern_emit/size_65536_card_65536_null_0.00 1.00 5.9±0.01ms 10.6 MElem/sec 1.00 5.9±0.01ms 10.6 MElem/sec dict_intern_emit/intern_emit/size_65536_card_75_null_0.00 1.02 452.3±33.65µs 138.2 MElem/sec 1.00 442.5±13.51µs 141.2 MElem/sec dict_intern_emit/intern_emit/size_8192_card_1000_null_0.00 1.01 126.9±13.00µs 61.6 MElem/sec 1.00 125.6±7.75µs 62.2 MElem/sec dict_intern_emit/intern_emit/size_8192_card_20_null_0.00 1.00 56.7±0.83µs 137.8 MElem/sec 1.01 57.0±0.63µs 137.1 MElem/sec dict_intern_emit/intern_emit/size_8192_card_300_null_0.00 1.00 76.5±0.57µs 102.1 MElem/sec 1.22 93.3±167.44µs 83.7 MElem/sec dict_intern_emit/intern_emit/size_8192_card_75_null_0.00 1.00 62.3±0.62µs 125.3 MElem/sec 1.00 62.4±0.57µs 125.2 MElem/sec dict_intern_emit/intern_emit/size_8192_card_8192_null_0.00 1.02 524.7±1.64µs 14.9 MElem/sec 1.00 513.1±2.57µs 15.2 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_1000_null_0.10 1.00 2.4±0.01ms 105.3 MElem/sec 1.00 2.4±0.01ms 104.8 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_20_null_0.10 1.00 2.2±0.01ms 112.9 MElem/sec 1.01 2.2±0.00ms 112.1 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_300_null_0.10 1.00 2.3±0.00ms 108.5 MElem/sec 1.01 2.3±0.00ms 107.9 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_65536_null_0.10 1.05 16.8±0.15ms 14.9 MElem/sec 1.00 16.0±0.14ms 15.6 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_75_null_0.10 1.00 2.3±0.00ms 109.2 MElem/sec 1.01 2.3±0.01ms 108.7 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_1000_null_0.10 1.00 395.3±1.78µs 79.0 MElem/sec 1.05 415.9±89.84µs 75.1 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_20_null_0.10 1.00 264.0±1.88µs 118.4 MElem/sec 1.05 276.6±1.80µs 113.0 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_300_null_0.10 1.00 306.3±1.88µs 102.0 MElem/sec 1.04 319.3±2.09µs 97.9 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_75_null_0.10 1.00 292.0±127.67µs 107.0 MElem/sec 1.00 292.3±1.61µs 106.9 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_8192_null_0.10 1.00 1222.3±4.88µs 25.6 MElem/sec 1.00 1225.8±3.59µs 25.5 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_1000_null_0.10 1.00 1349.3±2.98µs 46.3 MElem/sec 1.01 1359.7±4.64µs 46.0 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_20_null_0.10 1.03 1261.5±3.09µs 49.5 MElem/sec 1.00 1224.7±2.63µs 51.0 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_300_null_0.10 1.00 1260.9±3.09µs 49.6 MElem/sec 1.00 1263.3±3.15µs 49.5 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_65536_null_0.10 1.00 7.3±0.02ms 8.5 MElem/sec 1.03 7.5±0.02ms 8.3 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_75_null_0.10 1.00 1246.8±3.35µs 50.1 MElem/sec 1.02 1277.7±2.87µs 48.9 MElem/sec dict_take_n/take_n/size_65536_card_1000_null_0.10 1.00 2.5±0.00ms 98.6 MElem/sec 1.02 2.6±0.01ms 97.1 MElem/sec dict_take_n/take_n/size_65536_card_20_null_0.10 1.00 2.2±0.01ms 115.7 MElem/sec 1.03 2.2±0.00ms 112.5 MElem/sec dict_take_n/take_n/size_65536_card_300_null_0.10 1.00 2.3±0.00ms 108.3 MElem/sec 1.02 2.4±0.01ms 105.8 MElem/sec dict_take_n/take_n/size_65536_card_65536_null_0.10 1.00 25.5±0.06ms 9.8 MElem/sec 1.02 26.1±0.07ms 9.6 MElem/sec dict_take_n/take_n/size_65536_card_75_null_0.10 1.00 2.2±0.01ms 111.3 MElem/sec 1.02 2.3±0.01ms 108.6 MElem/sec ``` </p> </details> <details><summary>Resource Usage</summary> **dictionary_group_values — base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 510.1s | | Peak memory | 632.3 MiB | | Avg memory | 64.0 MiB | | CPU user | 344.5s | | CPU sys | 25.0s | | Peak spill | 0 B | **dictionary_group_values — branch** | Metric | Value | |--------|-------| | Wall time | 505.1s | | Peak memory | 869.1 MiB | | Avg memory | 89.4 MiB | | CPU user | 353.2s | | CPU sys | 18.5s | | 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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