adriangbot commented on PR #26826: URL: https://github.com/apache/datafusion/pull/26826#issuecomment-6453727342
🤖 Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/26826#issuecomment-6453176160) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing d49dd6d5614860d21328eb63633fd9d8e08fbd37 (d49dd6d5614860d21328eb63633fd9d8e08fbd37) to 4ede5833f68dad5bc8169492dedc5749fcc4b8d5 [diff](https://github.com/apache/datafusion/compare/4ede5833f68dad5bc8169492dedc5749fcc4b8d5..d49dd6d5614860d21328eb63633fd9d8e08fbd37) <details><summary>Run configuration</summary> ```yaml run benchmark dictionary_group_values env: DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true" baseline: ref: "4ede5833f68dad5bc8169492dedc5749fcc4b8d5" changed: ref: "d49dd6d5614860d21328eb63633fd9d8e08fbd37" ``` </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_aggregate-dictionary-hash-cache ----- ---- ------------------------------------------ dict_intern_emit/intern_emit/size_65536_card_1000_null_0.00 1.00 477.9±2.34µs 130.8 MElem/sec 1.03 491.0±1.92µs 127.3 MElem/sec dict_intern_emit/intern_emit/size_65536_card_20_null_0.00 1.00 411.0±2.88µs 152.1 MElem/sec 1.04 429.4±2.75µs 145.6 MElem/sec dict_intern_emit/intern_emit/size_65536_card_300_null_0.00 1.00 440.5±2.96µs 141.9 MElem/sec 1.03 453.9±4.36µs 137.7 MElem/sec dict_intern_emit/intern_emit/size_65536_card_65536_null_0.00 1.03 6.2±0.01ms 10.1 MElem/sec 1.00 6.0±0.01ms 10.4 MElem/sec dict_intern_emit/intern_emit/size_65536_card_75_null_0.00 1.00 433.8±2.49µs 144.1 MElem/sec 1.02 443.4±2.78µs 141.0 MElem/sec dict_intern_emit/intern_emit/size_8192_card_1000_null_0.00 1.01 112.3±0.71µs 69.6 MElem/sec 1.00 111.4±5.95µs 70.1 MElem/sec dict_intern_emit/intern_emit/size_8192_card_20_null_0.00 1.00 55.2±0.40µs 141.5 MElem/sec 1.04 57.4±0.24µs 136.1 MElem/sec dict_intern_emit/intern_emit/size_8192_card_300_null_0.00 1.00 72.2±0.54µs 108.2 MElem/sec 1.01 73.2±0.32µs 106.7 MElem/sec dict_intern_emit/intern_emit/size_8192_card_75_null_0.00 1.00 60.9±0.44µs 128.3 MElem/sec 1.02 62.0±0.37µs 125.9 MElem/sec dict_intern_emit/intern_emit/size_8192_card_8192_null_0.00 1.03 529.7±1.96µs 14.7 MElem/sec 1.00 512.4±2.55µs 15.2 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_1000_null_0.10 1.00 2.3±0.01ms 106.6 MElem/sec 1.02 2.4±0.01ms 105.0 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_20_null_0.10 1.00 2.2±0.01ms 114.8 MElem/sec 1.02 2.2±0.01ms 112.3 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_300_null_0.10 1.00 2.3±0.01ms 109.8 MElem/sec 1.01 2.3±0.00ms 108.3 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_65536_null_0.10 1.05 19.1±0.09ms 13.1 MElem/sec 1.00 18.2±0.07ms 13.7 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_75_null_0.10 1.00 2.3±0.01ms 110.8 MElem/sec 1.01 2.3±0.01ms 109.3 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_1000_null_0.10 1.00 400.5±1.55µs 78.0 MElem/sec 1.00 402.2±2.05µs 77.7 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_20_null_0.10 1.00 263.9±1.99µs 118.4 MElem/sec 1.03 270.9±1.29µs 115.4 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_300_null_0.10 1.00 308.6±2.88µs 101.3 MElem/sec 1.01 311.8±1.96µs 100.2 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_75_null_0.10 1.05 298.4±189.04µs 104.7 MElem/sec 1.00 285.1±1.42µs 109.6 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_8192_null_0.10 1.03 1306.9±7.76µs 23.9 MElem/sec 1.00 1268.0±3.25µs 24.6 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_1000_null_0.10 1.00 1360.3±3.99µs 45.9 MElem/sec 1.04 1421.3±8.39µs 44.0 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_20_null_0.10 1.01 1269.3±3.30µs 49.2 MElem/sec 1.00 1262.3±9.32µs 49.5 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_300_null_0.10 1.00 1266.1±3.76µs 49.4 MElem/sec 1.02 1294.7±8.27µs 48.3 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_65536_null_0.10 1.01 7.6±0.02ms 8.3 MElem/sec 1.00 7.5±0.02ms 8.4 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_75_null_0.10 1.00 1251.9±3.12µs 49.9 MElem/sec 1.06 1321.1±8.66µs 47.3 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_100000 1.48 18.0±0.07ms 13.9 MElem/sec 1.00 12.2±0.06ms 20.4 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_32768 1.32 8.1±0.01ms 31.0 MElem/sec 1.00 6.1±0.01ms 40.9 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_500000 1.86 60.7±1.55ms 4.1 MElem/sec 1.00 32.6±1.49ms 7.7 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_65536 1.44 14.3±0.03ms 17.5 MElem/sec 1.00 9.9±0.05ms 25.2 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_8192 1.20 2.8±0.01ms 88.7 MElem/sec 1.00 2.3±0.01ms 106.6 MElem/sec dict_take_n/take_n/size_65536_card_1000_null_0.10 1.00 2.5±0.01ms 100.5 MElem/sec 1.02 2.5±0.01ms 98.8 MElem/sec dict_take_n/take_n/size_65536_card_20_null_0.10 1.00 2.2±0.01ms 116.2 MElem/sec 1.03 2.2±0.01ms 113.2 MElem/sec dict_take_n/take_n/size_65536_card_300_null_0.10 1.00 2.3±0.01ms 109.1 MElem/sec 1.02 2.3±0.01ms 107.0 MElem/sec dict_take_n/take_n/size_65536_card_65536_null_0.10 1.03 26.1±0.04ms 9.6 MElem/sec 1.00 25.4±0.08ms 9.8 MElem/sec dict_take_n/take_n/size_65536_card_75_null_0.10 1.00 2.3±0.01ms 111.1 MElem/sec 1.01 2.3±0.01ms 110.3 MElem/sec ``` </p> </details> <details><summary>Resource Usage</summary> **dictionary_group_values — base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 675.2s | | Peak memory | 900.7 MiB | | Avg memory | 60.5 MiB | | CPU user | 408.6s | | CPU sys | 23.3s | | Peak spill | 0 B | **dictionary_group_values — branch** | Metric | Value | |--------|-------| | Wall time | 675.1s | | Peak memory | 949.8 MiB | | Avg memory | 69.6 MiB | | CPU user | 416.7s | | 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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