adriangbot commented on PR #26826: URL: https://github.com/apache/datafusion/pull/26826#issuecomment-6460883617
🤖 Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/26826#issuecomment-6460666156) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing 61a5ed2b22cffc3b7882214722cc6c7421401e6e (61a5ed2b22cffc3b7882214722cc6c7421401e6e) to 9f6f79f717429e45575fcae6223bdc31671d3890 [diff](https://github.com/apache/datafusion/compare/9f6f79f717429e45575fcae6223bdc31671d3890..61a5ed2b22cffc3b7882214722cc6c7421401e6e) <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: "61a5ed2b22cffc3b7882214722cc6c7421401e6e" ``` </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 1.00 474.7±3.53µs 131.7 MElem/sec 1.01 481.6±14.92µs 129.8 MElem/sec dict_intern_emit/intern_emit/size_65536_card_20_null_0.00 1.00 411.0±2.83µs 152.1 MElem/sec 1.01 414.7±6.88µs 150.7 MElem/sec dict_intern_emit/intern_emit/size_65536_card_300_null_0.00 1.00 437.3±2.63µs 142.9 MElem/sec 1.01 440.8±6.45µs 141.8 MElem/sec dict_intern_emit/intern_emit/size_65536_card_65536_null_0.00 1.00 6.0±0.07ms 10.3 MElem/sec 1.03 6.2±0.07ms 10.0 MElem/sec dict_intern_emit/intern_emit/size_65536_card_75_null_0.00 1.00 430.7±2.73µs 145.1 MElem/sec 1.00 432.6±5.83µs 144.5 MElem/sec dict_intern_emit/intern_emit/size_8192_card_1000_null_0.00 1.00 111.6±0.51µs 70.0 MElem/sec 1.01 112.5±1.47µs 69.4 MElem/sec dict_intern_emit/intern_emit/size_8192_card_20_null_0.00 1.00 55.2±0.48µs 141.5 MElem/sec 1.04 57.2±1.61µs 136.6 MElem/sec dict_intern_emit/intern_emit/size_8192_card_300_null_0.00 1.00 71.8±0.41µs 108.8 MElem/sec 1.02 73.0±1.55µs 107.0 MElem/sec dict_intern_emit/intern_emit/size_8192_card_75_null_0.00 1.00 60.5±0.62µs 129.1 MElem/sec 1.02 61.9±1.37µs 126.2 MElem/sec dict_intern_emit/intern_emit/size_8192_card_8192_null_0.00 1.02 527.8±4.64µs 14.8 MElem/sec 1.00 518.5±1.98µs 15.1 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_1000_null_0.10 1.00 2.3±0.01ms 107.8 MElem/sec 1.01 2.3±0.01ms 106.9 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_20_null_0.10 1.00 2.2±0.01ms 115.3 MElem/sec 1.00 2.2±0.01ms 115.6 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_300_null_0.10 1.00 2.3±0.01ms 110.7 MElem/sec 1.00 2.3±0.01ms 110.3 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_65536_null_0.10 1.00 19.2±1.27ms 13.0 MElem/sec 1.04 20.0±1.25ms 12.5 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_65536_card_75_null_0.10 1.00 2.2±0.01ms 111.6 MElem/sec 1.00 2.2±0.01ms 111.7 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_1000_null_0.10 1.01 399.1±1.93µs 78.3 MElem/sec 1.00 396.9±2.46µs 78.7 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_20_null_0.10 1.03 266.2±1.77µs 117.4 MElem/sec 1.00 259.6±1.59µs 120.4 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_300_null_0.10 1.02 306.8±2.79µs 101.9 MElem/sec 1.00 301.9±1.93µs 103.5 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_75_null_0.10 1.02 279.6±1.95µs 111.8 MElem/sec 1.00 274.4±1.54µs 113.9 MElem/sec dict_repeated_intern_emit/repeated_intern_emit/size_8192_card_8192_null_0.10 1.01 1321.2±10.14µs 23.7 MElem/sec 1.00 1307.3±5.82µs 23.9 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_1000_null_0.10 1.00 1366.5±8.84µs 45.7 MElem/sec 1.01 1373.4±2.99µs 45.5 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_20_null_0.10 1.00 1233.2±3.53µs 50.7 MElem/sec 1.01 1244.3±2.38µs 50.2 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_300_null_0.10 1.00 1269.0±4.94µs 49.3 MElem/sec 1.01 1279.6±3.08µs 48.8 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_65536_null_0.10 1.00 7.6±0.11ms 8.2 MElem/sec 1.01 7.7±0.10ms 8.1 MElem/sec dict_scalar_append_equal/scalar_append_equal/size_65536_card_75_null_0.10 1.00 1254.0±6.91µs 49.8 MElem/sec 1.01 1264.2±2.26µs 49.4 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_100000 1.37 20.1±1.48ms 12.5 MElem/sec 1.00 14.6±1.44ms 17.1 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_32768 1.28 7.8±0.06ms 32.2 MElem/sec 1.00 6.1±0.05ms 41.2 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_500000 1.78 73.3±7.64ms 3.4 MElem/sec 1.00 41.1±6.39ms 6.1 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_65536 1.38 14.4±0.63ms 17.4 MElem/sec 1.00 10.5±0.37ms 23.9 MElem/sec dict_shared_values_arc/shared_values_arc/size_8192_card_8192 1.01 2.8±0.03ms 88.6 MElem/sec 1.00 2.8±0.02ms 89.4 MElem/sec dict_take_n/take_n/size_65536_card_1000_null_0.10 1.01 2.5±0.01ms 100.8 MElem/sec 1.00 2.5±0.01ms 101.5 MElem/sec dict_take_n/take_n/size_65536_card_20_null_0.10 1.01 2.1±0.01ms 117.2 MElem/sec 1.00 2.1±0.01ms 118.5 MElem/sec dict_take_n/take_n/size_65536_card_300_null_0.10 1.01 2.3±0.01ms 109.6 MElem/sec 1.00 2.3±0.01ms 110.6 MElem/sec dict_take_n/take_n/size_65536_card_65536_null_0.10 1.00 26.1±0.25ms 9.6 MElem/sec 1.02 26.5±0.32ms 9.4 MElem/sec dict_take_n/take_n/size_65536_card_75_null_0.10 1.01 2.2±0.01ms 112.1 MElem/sec 1.00 2.2±0.01ms 113.4 MElem/sec ``` </p> </details> <details><summary>Resource Usage</summary> **dictionary_group_values — base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 420.1s | | Peak memory | 896.8 MiB | | Avg memory | 95.0 MiB | | CPU user | 409.7s | | CPU sys | 23.4s | | Peak spill | 0 B | **dictionary_group_values — branch** | Metric | Value | |--------|-------| | Wall time | 510.1s | | Peak memory | 899.6 MiB | | Avg memory | 274.9 MiB | | CPU user | 436.4s | | CPU sys | 11.4s | | 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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