adriangbot commented on PR #26826: URL: https://github.com/apache/datafusion/pull/26826#issuecomment-6460628037
🤖 Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/26826#issuecomment-6460378144) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing d38518df108a966db16970c8cb62d4aaaba5355a (d38518df108a966db16970c8cb62d4aaaba5355a) to 9f6f79f717429e45575fcae6223bdc31671d3890 [diff](https://github.com/apache/datafusion/compare/9f6f79f717429e45575fcae6223bdc31671d3890..d38518df108a966db16970c8cb62d4aaaba5355a) <details><summary>Run configuration</summary> ```yaml run benchmark dictionary_group_values env: DATAFUSION_EXECUTION_PARQUET_ENABLE_RLE_TO_DICTIONARY: "true" baseline: ref: "9f6f79f717429e45575fcae6223bdc31671d3890" changed: ref: "d38518df108a966db16970c8cb62d4aaaba5355a" ``` </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 1.00 486.9±7.74µs 128.4 MElem/sec 1.00 484.6±7.31µs 129.0 MElem/sec dict_intern_emit/intern_emit/size_65536_card_20_null_0.00 1.01 422.7±6.83µs 147.9 MElem/sec 1.00 420.1±5.77µs 148.8 MElem/sec dict_intern_emit/intern_emit/size_65536_card_300_null_0.00 1.00 447.1±8.08µs 139.8 MElem/sec 1.00 445.9±6.67µs 140.2 MElem/sec dict_intern_emit/intern_emit/size_65536_card_65536_null_0.00 1.00 6.1±0.02ms 10.3 MElem/sec 1.04 6.3±0.02ms 9.9 MElem/sec dict_intern_emit/intern_emit/size_65536_card_75_null_0.00 1.02 441.4±7.19µs 141.6 MElem/sec 1.00 434.4±6.71µs 143.9 MElem/sec dict_intern_emit/intern_emit/size_8192_card_1000_null_0.00 1.01 113.3±1.53µs 68.9 MElem/sec 1.00 112.7±1.42µs 69.3 MElem/sec dict_intern_emit/intern_emit/size_8192_card_20_null_0.00 1.00 57.4±1.44µs 136.1 MElem/sec 1.00 57.3±1.43µs 136.3 MElem/sec dict_intern_emit/intern_emit/size_8192_card_300_null_0.00 1.00 73.0±1.31µs 107.1 MElem/sec 1.01 73.9±4.51µs 105.7 MElem/sec dict_intern_emit/intern_emit/size_8192_card_75_null_0.00 1.00 61.7±1.28µs 126.7 MElem/sec 1.00 61.5±1.35µs 126.9 MElem/sec dict_intern_emit/intern_emit/size_8192_card_8192_null_0.00 1.02 531.0±2.64µs 14.7 MElem/sec 1.00 520.8±1.95µs 15.0 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_1000_null_0.10 1.00 2.3±0.01ms 107.3 MElem/sec 1.01 2.4±0.00ms 106.2 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_20_null_0.10 1.00 2.2±0.01ms 115.2 MElem/sec 1.00 2.2±0.00ms 115.1 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_300_null_0.10 1.00 2.3±0.01ms 110.5 MElem/sec 1.00 2.3±0.00ms 110.7 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_65536_null_0.10 1.00 20.0±0.39ms 12.5 MElem/sec 1.08 21.6±0.45ms 11.6 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 1.00 2.3±0.00ms 110.9 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_1000_null_0.10 1.01 400.3±1.97µs 78.1 MElem/sec 1.00 395.4±2.33µs 79.0 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_20_null_0.10 1.01 265.0±1.48µs 117.9 MElem/sec 1.00 261.6±1.12µs 119.5 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_300_null_0.10 1.02 306.6±2.61µs 101.9 MElem/sec 1.00 300.9±1.58µs 103.9 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_75_null_0.10 1.11 305.7±252.70µs 102.2 MElem/sec 1.00 275.4±1.46µs 113.5 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_8192_null_0.10 1.00 1309.4±6.38µs 23.9 MElem/sec 1.00 1303.3±4.35µs 24.0 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_1000_null_0.10 1.00 1366.1±4.83µs 45.8 MElem/sec 1.02 1393.0±5.56µs 44.9 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_20_null_0.10 1.00 1234.7±2.57µs 50.6 MElem/sec 1.02 1255.1±7.35µs 49.8 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_300_null_0.10 1.00 1268.3±4.01µs 49.3 MElem/sec 1.02 1292.0±6.45µs 48.4 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_65536_null_0.10 1.00 7.6±0.05ms 8.2 MElem/sec 1.01 7.7±0.04ms 8.1 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_75_null_0.10 1.00 1255.4±3.53µs 49.8 MElem/sec 1.02 1277.7±6.06µs 48.9 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_100000 1.37 20.7±0.37ms 12.1 MElem/sec 1.00 15.1±0.41ms 16.6 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_32768 1.28 7.9±0.02ms 31.5 MElem/sec 1.00 6.2±0.05ms 40.4 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_500000 1.64 74.8±1.17ms 3.3 MElem/sec 1.00 45.6±0.72ms 5.5 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_65536 1.35 14.6±0.15ms 17.1 MElem/sec 1.00 10.8±0.16ms 23.1 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_8192 1.02 2.9±0.02ms 87.3 MElem/sec 1.00 2.8±0.02ms 88.6 MElem/sec dict_take_n/take_n/size_65536_card_1000_null_0.10 1.00 2.5±0.01ms 101.2 MElem/sec 1.00 2.5±0.01ms 100.8 MElem/sec dict_take_n/take_n/size_65536_card_20_null_0.10 1.01 2.1±0.01ms 116.4 MElem/sec 1.00 2.1±0.00ms 118.0 MElem/sec dict_take_n/take_n/size_65536_card_300_null_0.10 1.01 2.3±0.01ms 109.3 MElem/sec 1.00 2.3±0.00ms 110.7 MElem/sec dict_take_n/take_n/size_65536_card_65536_null_0.10 1.00 27.2±0.08ms 9.2 MElem/sec 1.00 27.1±0.10ms 9.2 MElem/sec dict_take_n/take_n/size_65536_card_75_null_0.10 1.01 2.2±0.01ms 112.0 MElem/sec 1.00 2.2±0.00ms 113.7 MElem/sec ``` </p> </details> <details><summary>Resource Usage</summary> **dictionary_group_values — base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 435.1s | | Peak memory | 901.1 MiB | | Avg memory | 97.3 MiB | | CPU user | 413.9s | | CPU sys | 23.8s | | Peak spill | 0 B | **dictionary_group_values — branch** | Metric | Value | |--------|-------| | Wall time | 520.1s | | Peak memory | 872.4 MiB | | Avg memory | 268.7 MiB | | CPU user | 439.6s | | CPU sys | 10.1s | | 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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