adriangbot commented on PR #10745: URL: https://github.com/apache/arrow-rs/pull/10745#issuecomment-5337394280
🤖 Arrow criterion benchmark completed (GKE) | [trigger](https://github.com/apache/arrow-rs/pull/10745#issuecomment-5336011661) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing claude/byte-array-minmax-copy (477a393bfca1658b56679d71ed149066184e670f) to 177bde8 (merge-base) [diff](https://github.com/apache/arrow-rs/compare/177bde8225b5ffa49c19f3b66109ae3091ef3114..477a393bfca1658b56679d71ed149066184e670f) <details><summary>Run configuration</summary> ```yaml run benchmark arrow_writer ``` </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 claude_byte-array-minmax-copy main ----- ----------------------------- ---- bool/bloom_filter 1.00 12.6±0.04ms 19.8 MB/sec 1.00 12.6±0.04ms 19.8 MB/sec bool/cdc 1.00 15.2±0.04ms 16.5 MB/sec 1.01 15.3±0.04ms 16.3 MB/sec bool/default 1.00 10.5±0.04ms 23.7 MB/sec 1.00 10.5±0.03ms 23.8 MB/sec bool/parquet_2 1.00 13.5±0.04ms 18.5 MB/sec 1.00 13.5±0.03ms 18.6 MB/sec bool/zstd 1.00 11.0±0.04ms 22.7 MB/sec 1.00 11.0±0.03ms 22.7 MB/sec bool/zstd_parquet_2 1.00 13.9±0.05ms 18.0 MB/sec 1.00 13.8±0.04ms 18.1 MB/sec bool_non_null/bloom_filter 1.01 6.6±0.03ms 18.9 MB/sec 1.00 6.6±0.03ms 19.1 MB/sec bool_non_null/cdc 1.01 6.4±0.03ms 19.7 MB/sec 1.00 6.3±0.03ms 19.8 MB/sec bool_non_null/default 1.02 3.9±0.02ms 32.3 MB/sec 1.00 3.8±0.02ms 32.8 MB/sec bool_non_null/parquet_2 1.02 7.8±0.03ms 16.1 MB/sec 1.00 7.6±0.02ms 16.4 MB/sec bool_non_null/zstd 1.02 4.2±0.03ms 29.6 MB/sec 1.00 4.2±0.02ms 30.0 MB/sec bool_non_null/zstd_parquet_2 1.02 8.2±0.03ms 15.3 MB/sec 1.00 8.0±0.03ms 15.6 MB/sec bool_ree/bloom_filter 1.00 30.1±0.05ms 7.1 MB/sec 1.00 30.0±0.04ms 7.1 MB/sec bool_ree/cdc 1.00 31.3±0.06ms 6.8 MB/sec 1.00 31.3±0.05ms 6.8 MB/sec bool_ree/default 1.00 27.4±0.05ms 7.8 MB/sec 1.00 27.3±0.04ms 7.8 MB/sec bool_ree/parquet_2 1.00 28.9±0.06ms 7.4 MB/sec 1.00 28.7±0.06ms 7.4 MB/sec bool_ree/zstd 1.00 28.0±0.05ms 7.6 MB/sec 1.00 27.9±0.07ms 7.6 MB/sec bool_ree/zstd_parquet_2 1.01 29.2±0.07ms 7.3 MB/sec 1.00 29.0±0.04ms 7.3 MB/sec decimal/bloom_filter 1.00 127.1±1.68ms 472.0 MB/sec 1.01 128.0±1.08ms 468.9 MB/sec decimal/cdc 1.00 100.5±0.47ms 597.1 MB/sec 1.00 100.7±0.36ms 595.6 MB/sec decimal/default 1.00 87.4±0.33ms 686.5 MB/sec 1.01 88.0±0.32ms 681.5 MB/sec decimal/parquet_2 1.00 186.0±1.47ms 322.6 MB/sec 1.00 186.4±1.77ms 321.9 MB/sec decimal/zstd 1.00 98.4±1.10ms 609.6 MB/sec 1.01 99.2±0.34ms 605.1 MB/sec decimal/zstd_parquet_2 1.00 205.9±2.34ms 291.5 MB/sec 1.00 205.6±2.03ms 291.9 MB/sec fixed_size_binary_ree/bloom_filter 1.00 58.0±0.38ms 17.4 MB/sec 1.00 57.8±0.37ms 17.4 MB/sec fixed_size_binary_ree/cdc 1.00 61.1±0.20ms 16.5 MB/sec 1.01 61.4±0.34ms 16.4 MB/sec fixed_size_binary_ree/default 1.00 51.5±0.18ms 19.5 MB/sec 1.00 51.5±0.18ms 19.6 MB/sec fixed_size_binary_ree/parquet_2 1.00 65.9±0.29ms 15.3 MB/sec 1.00 66.0±0.98ms 15.3 MB/sec fixed_size_binary_ree/zstd 1.00 57.2±0.25ms 17.6 MB/sec 1.00 57.4±1.00ms 17.6 MB/sec fixed_size_binary_ree/zstd_parquet_2 1.00 66.5±0.28ms 15.1 MB/sec 1.00 66.8±1.64ms 15.1 MB/sec float_with_nans/bloom_filter 1.00 79.3±0.32ms 176.5 MB/sec 1.02 80.7±2.73ms 173.6 MB/sec float_with_nans/cdc 1.00 69.8±0.21ms 200.5 MB/sec 1.01 70.7±0.20ms 198.1 MB/sec float_with_nans/default 1.00 62.6±0.19ms 223.8 MB/sec 1.00 62.7±1.05ms 223.1 MB/sec float_with_nans/parquet_2 1.00 79.7±0.24ms 175.6 MB/sec 1.01 80.2±0.25ms 174.6 MB/sec float_with_nans/zstd 1.00 100.7±0.22ms 139.1 MB/sec 1.00 101.1±0.18ms 138.5 MB/sec float_with_nans/zstd_parquet_2 1.00 116.6±0.30ms 120.1 MB/sec 1.01 117.5±0.19ms 119.1 MB/sec fsb/bloom_filter 1.01 8.0±0.03ms 2009.8 MB/sec 1.00 8.0±0.04ms 2020.8 MB/sec fsb/cdc 1.00 10.3±0.05ms 1560.6 MB/sec 1.00 10.3±0.05ms 1560.6 MB/sec fsb/default 1.01 7.0±0.03ms 2.3 GB/sec 1.00 7.0±0.08ms 2.3 GB/sec fsb/parquet_2 1.00 13.1±0.07ms 1235.4 MB/sec 1.00 13.1±0.06ms 1234.4 MB/sec fsb/zstd 1.00 9.4±0.04ms 1720.0 MB/sec 1.00 9.4±0.04ms 1717.2 MB/sec fsb/zstd_parquet_2 1.00 14.0±0.07ms 1155.9 MB/sec 1.00 14.0±0.08ms 1154.2 MB/sec int32_ree/bloom_filter 1.00 40.3±0.25ms 10.1 MB/sec 1.00 40.3±0.22ms 10.1 MB/sec int32_ree/cdc 1.00 40.3±0.07ms 10.1 MB/sec 1.00 40.2±0.09ms 10.1 MB/sec int32_ree/default 1.00 36.5±0.07ms 11.2 MB/sec 1.00 36.6±0.08ms 11.1 MB/sec int32_ree/parquet_2 1.00 36.5±0.07ms 11.2 MB/sec 1.00 36.5±0.07ms 11.2 MB/sec int32_ree/zstd 1.00 37.0±0.07ms 11.0 MB/sec 1.00 37.0±0.07ms 11.0 MB/sec int32_ree/zstd_parquet_2 1.00 37.0±0.08ms 11.0 MB/sec 1.00 36.9±0.07ms 11.0 MB/sec int32_ree_95pct_null/bloom_filter 1.00 21.9±0.05ms 18.6 MB/sec 1.00 21.8±0.04ms 18.6 MB/sec int32_ree_95pct_null/cdc 1.01 24.2±0.05ms 16.8 MB/sec 1.00 23.9±0.07ms 17.1 MB/sec int32_ree_95pct_null/default 1.00 21.6±0.02ms 18.9 MB/sec 1.00 21.5±0.04ms 18.9 MB/sec int32_ree_95pct_null/parquet_2 1.00 21.6±0.03ms 18.9 MB/sec 1.00 21.5±0.03ms 18.9 MB/sec int32_ree_95pct_null/zstd 1.00 21.8±0.03ms 18.6 MB/sec 1.00 21.8±0.03ms 18.7 MB/sec int32_ree_95pct_null/zstd_parquet_2 1.00 21.7±0.03ms 18.7 MB/sec 1.00 21.7±0.05ms 18.7 MB/sec large_string_distinct/delta_byte_array 1.00 72.0±0.55ms 3.5 GB/sec 1.02 73.1±0.37ms 3.4 GB/sec large_string_distinct/plain 1.00 59.2±0.75ms 4.2 GB/sec 1.00 59.4±0.72ms 4.2 GB/sec large_string_distinct_nullable/delta_byte_array 1.00 52.8±0.57ms 4.7 GB/sec 1.00 52.5±0.25ms 4.8 GB/sec large_string_non_null/bloom_filter 1.00 68.3±0.11ms 3.7 GB/sec 1.11 75.9±0.15ms 3.3 GB/sec large_string_non_null/cdc 1.00 239.5±0.89ms 1069.0 MB/sec 1.01 241.2±0.99ms 1061.3 MB/sec large_string_non_null/default 1.00 51.0±0.08ms 4.9 GB/sec 1.14 58.3±0.17ms 4.3 GB/sec large_string_non_null/parquet_2 1.00 51.1±0.10ms 4.9 GB/sec 1.14 58.4±0.16ms 4.3 GB/sec large_string_non_null/zstd 1.00 51.1±0.09ms 4.9 GB/sec 1.14 58.4±0.15ms 4.3 GB/sec large_string_non_null/zstd_parquet_2 1.00 51.1±0.09ms 4.9 GB/sec 1.14 58.4±0.16ms 4.3 GB/sec large_string_shared_prefix/delta_byte_array 1.00 103.7±0.54ms 2.4 GB/sec 1.01 105.1±0.65ms 2.4 GB/sec large_string_shared_prefix/plain 1.00 91.2±0.84ms 2.7 GB/sec 1.00 91.7±1.13ms 2.7 GB/sec large_string_shared_prefix_list/delta_byte_array 1.00 53.6±0.29ms 4.7 GB/sec 1.00 53.6±0.24ms 4.7 GB/sec large_string_shared_prefix_nullable/delta_byte_array 1.00 67.8±0.27ms 3.7 GB/sec 1.01 68.5±0.54ms 3.6 GB/sec large_string_shared_prefix_nullable/plain 1.02 62.9±0.50ms 4.0 GB/sec 1.00 61.6±0.58ms 4.1 GB/sec large_string_shared_prefix_nullable_dense/delta_byte_array 1.00 51.9±0.22ms 2.4 GB/sec 1.01 52.6±0.24ms 2.4 GB/sec large_string_shared_prefix_nullable_trailing/delta_byte_array 1.00 65.7±0.28ms 3.8 GB/sec 1.01 66.1±0.31ms 3.8 GB/sec list_nested/bloom_filter 1.00 143.9±0.20ms 200.5 MB/sec 1.00 143.5±0.21ms 201.0 MB/sec list_nested/cdc 1.00 160.1±0.21ms 180.2 MB/sec 1.00 160.7±0.26ms 179.6 MB/sec list_nested/default 1.00 128.9±0.21ms 223.9 MB/sec 1.01 129.8±0.23ms 222.3 MB/sec list_nested/parquet_2 1.00 142.0±0.22ms 203.2 MB/sec 1.01 142.9±0.21ms 201.9 MB/sec list_nested/zstd 1.00 138.0±0.25ms 209.1 MB/sec 1.01 139.0±0.22ms 207.6 MB/sec list_nested/zstd_parquet_2 1.00 154.8±0.21ms 186.4 MB/sec 1.01 156.1±0.44ms 184.8 MB/sec list_primitive/bloom_filter 1.01 310.0±12.60ms 1759.5 MB/sec 1.00 308.2±9.72ms 1769.6 MB/sec list_primitive/cdc 1.02 322.8±11.01ms 1689.3 MB/sec 1.00 316.9±6.18ms 1721.0 MB/sec list_primitive/default 1.00 230.1±11.99ms 2.3 GB/sec 1.02 234.4±8.05ms 2.3 GB/sec list_primitive/parquet_2 1.00 261.3±0.50ms 2.0 GB/sec 1.01 263.7±0.41ms 2.0 GB/sec list_primitive/zstd 1.00 484.6±5.34ms 1125.3 MB/sec 1.01 488.3±2.10ms 1116.8 MB/sec list_primitive/zstd_parquet_2 1.03 478.3±0.64ms 1140.2 MB/sec 1.00 465.4±0.41ms 1171.9 MB/sec list_primitive_non_null/bloom_filter 1.00 400.3±6.88ms 1359.6 MB/sec 1.03 410.3±17.92ms 1326.3 MB/sec list_primitive_non_null/cdc 1.00 388.2±8.63ms 1402.1 MB/sec 1.00 389.8±7.85ms 1396.2 MB/sec list_primitive_non_null/default 1.01 268.2±10.51ms 2029.4 MB/sec 1.00 264.9±8.32ms 2.0 GB/sec list_primitive_non_null/parquet_2 1.00 284.4±31.39ms 1913.4 MB/sec 1.07 303.2±0.68ms 1795.2 MB/sec list_primitive_non_null/zstd 1.00 707.7±12.81ms 769.0 MB/sec 1.01 714.6±2.30ms 761.6 MB/sec list_primitive_non_null/zstd_parquet_2 1.00 650.6±19.11ms 836.5 MB/sec 1.08 700.3±1.63ms 777.2 MB/sec list_primitive_sparse_99pct_null/bloom_filter 1.00 12.5±0.05ms 2.9 GB/sec 1.00 12.5±0.06ms 2.9 GB/sec list_primitive_sparse_99pct_null/cdc 1.00 23.8±0.14ms 1568.2 MB/sec 1.00 23.9±0.13ms 1562.8 MB/sec list_primitive_sparse_99pct_null/default 1.00 12.2±0.05ms 3.0 GB/sec 1.00 12.2±0.05ms 3.0 GB/sec list_primitive_sparse_99pct_null/parquet_2 1.00 12.2±0.06ms 3.0 GB/sec 1.00 12.2±0.05ms 3.0 GB/sec list_primitive_sparse_99pct_null/zstd 1.00 14.1±0.05ms 2.6 GB/sec 1.00 14.0±0.08ms 2.6 GB/sec list_primitive_sparse_99pct_null/zstd_parquet_2 1.00 12.3±0.05ms 3.0 GB/sec 1.00 12.3±0.06ms 3.0 GB/sec list_struct_with_list/bloom_filter 1.00 278.3±0.59ms 163.8 MB/sec 1.01 280.2±0.53ms 162.7 MB/sec list_struct_with_list/cdc 1.00 317.4±0.58ms 143.6 MB/sec 1.00 317.2±0.54ms 143.7 MB/sec list_struct_with_list/default 1.00 252.2±0.60ms 180.8 MB/sec 1.00 252.9±0.47ms 180.3 MB/sec list_struct_with_list/parquet_2 1.00 269.8±0.88ms 169.0 MB/sec 1.00 270.3±0.42ms 168.7 MB/sec list_struct_with_list/zstd 1.00 273.9±0.64ms 166.4 MB/sec 1.00 274.6±0.46ms 166.1 MB/sec list_struct_with_list/zstd_parquet_2 1.00 292.7±0.56ms 155.8 MB/sec 1.00 293.8±0.51ms 155.2 MB/sec medium_string_shared_prefix_nullable/delta_byte_array 1.00 36.7±0.12ms 6.8 GB/sec 1.05 38.6±0.29ms 6.5 GB/sec primitive/bloom_filter 1.00 144.0±0.44ms 311.6 MB/sec 1.00 143.8±0.61ms 312.1 MB/sec primitive/cdc 1.00 154.2±0.47ms 291.0 MB/sec 1.00 154.0±0.59ms 291.5 MB/sec primitive/default 1.00 113.3±0.32ms 396.0 MB/sec 1.00 113.4±0.74ms 395.6 MB/sec primitive/parquet_2 1.00 128.3±0.31ms 349.6 MB/sec 1.00 128.5±0.39ms 349.2 MB/sec primitive/zstd 1.00 143.0±0.33ms 313.8 MB/sec 1.00 143.4±0.57ms 312.9 MB/sec primitive/zstd_parquet_2 1.00 161.2±0.33ms 278.5 MB/sec 1.00 161.5±0.49ms 277.9 MB/sec primitive_all_null/bloom_filter 1.00 878.2±1.56µs 49.9 GB/sec 1.00 878.9±2.09µs 49.9 GB/sec primitive_all_null/cdc 1.00 19.0±0.24ms 2.3 GB/sec 1.00 18.9±0.26ms 2.3 GB/sec primitive_all_null/default 1.00 274.9±1.21µs 159.4 GB/sec 1.00 275.7±1.20µs 158.9 GB/sec primitive_all_null/parquet_2 1.00 283.8±1.16µs 154.4 GB/sec 1.00 283.8±1.53µs 154.4 GB/sec primitive_all_null/zstd 1.00 423.9±1.12µs 103.4 GB/sec 1.00 422.4±1.24µs 103.8 GB/sec primitive_all_null/zstd_parquet_2 1.00 380.1±1.16µs 115.3 GB/sec 1.00 381.8±1.54µs 114.8 GB/sec primitive_non_null/bloom_filter 1.00 100.4±0.52ms 438.3 MB/sec 1.00 100.9±0.48ms 436.2 MB/sec primitive_non_null/cdc 1.00 84.6±0.33ms 520.0 MB/sec 1.00 84.8±0.36ms 519.1 MB/sec primitive_non_null/default 1.00 62.1±0.28ms 708.8 MB/sec 1.00 61.9±0.30ms 710.5 MB/sec primitive_non_null/parquet_2 1.00 83.7±0.29ms 525.8 MB/sec 1.00 83.8±0.28ms 525.2 MB/sec primitive_non_null/zstd 1.00 92.3±0.33ms 476.7 MB/sec 1.00 92.6±0.34ms 475.4 MB/sec primitive_non_null/zstd_parquet_2 1.00 117.0±0.48ms 376.2 MB/sec 1.00 116.9±0.32ms 376.5 MB/sec primitive_sparse_99pct_null/bloom_filter 1.00 12.1±0.14ms 3.6 GB/sec 1.00 12.1±0.17ms 3.6 GB/sec primitive_sparse_99pct_null/cdc 1.03 30.2±0.39ms 1484.3 MB/sec 1.00 29.3±0.29ms 1529.8 MB/sec primitive_sparse_99pct_null/default 1.00 10.7±0.06ms 4.1 GB/sec 1.00 10.7±0.06ms 4.1 GB/sec primitive_sparse_99pct_null/parquet_2 1.00 10.7±0.05ms 4.1 GB/sec 1.00 10.7±0.05ms 4.1 GB/sec primitive_sparse_99pct_null/zstd 1.00 14.0±0.08ms 3.1 GB/sec 1.01 14.1±0.09ms 3.1 GB/sec primitive_sparse_99pct_null/zstd_parquet_2 1.00 12.6±0.06ms 3.5 GB/sec 1.00 12.6±0.07ms 3.5 GB/sec short_string_non_null/bloom_filter 1.00 27.2±0.08ms 440.6 MB/sec 1.00 27.2±0.10ms 441.4 MB/sec short_string_non_null/cdc 1.00 19.5±0.05ms 614.6 MB/sec 1.00 19.6±0.07ms 612.5 MB/sec short_string_non_null/default 1.00 15.4±0.05ms 781.0 MB/sec 1.01 15.5±0.06ms 775.1 MB/sec short_string_non_null/parquet_2 1.00 25.3±0.07ms 473.7 MB/sec 1.02 25.7±0.11ms 466.2 MB/sec short_string_non_null/zstd 1.00 35.5±0.06ms 337.8 MB/sec 1.00 35.7±0.11ms 336.2 MB/sec short_string_non_null/zstd_parquet_2 1.00 28.2±0.07ms 425.7 MB/sec 1.01 28.6±0.09ms 419.5 MB/sec small_string_distinct/delta_byte_array 1.00 930.5±9.56µs 8.4 GB/sec 1.00 928.4±11.19µs 8.4 GB/sec small_string_distinct/plain 1.00 723.6±4.55µs 10.8 GB/sec 1.02 736.7±4.47µs 10.6 GB/sec small_string_partial_prefix/delta_byte_array 1.00 970.5±6.38µs 8.1 GB/sec 1.01 976.1±5.65µs 8.0 GB/sec small_string_partial_prefix/plain 1.00 968.3±4.84µs 8.1 GB/sec 1.02 987.4±4.86µs 7.9 GB/sec small_string_shared_prefix/delta_byte_array 1.00 959.8±1.22µs 8.2 GB/sec 1.02 979.6±22.56µs 8.0 GB/sec small_string_shared_prefix/plain 1.00 1079.9±15.49µs 7.3 GB/sec 1.01 1094.2±11.94µs 7.2 GB/sec string/bloom_filter 1.06 216.9±24.01ms 2.4 GB/sec 1.00 204.0±19.83ms 2.5 GB/sec string/cdc 1.00 200.8±2.19ms 2.5 GB/sec 1.03 206.1±10.53ms 2.5 GB/sec string/default 1.00 123.2±21.34ms 4.2 GB/sec 1.00 122.8±23.06ms 4.2 GB/sec string/parquet_2 1.08 181.9±0.54ms 2.8 GB/sec 1.00 168.1±0.42ms 3.0 GB/sec string/zstd 1.00 458.8±13.26ms 1142.8 MB/sec 1.01 461.2±11.30ms 1136.6 MB/sec string/zstd_parquet_2 1.00 429.4±0.39ms 1221.0 MB/sec 1.03 440.7±0.74ms 1189.6 MB/sec string_and_binary_view/bloom_filter 1.02 65.2±0.28ms 494.6 MB/sec 1.00 63.7±0.22ms 506.7 MB/sec string_and_binary_view/cdc 1.03 60.0±0.11ms 537.4 MB/sec 1.00 58.5±0.12ms 551.2 MB/sec string_and_binary_view/default 1.03 49.4±0.08ms 652.9 MB/sec 1.00 48.0±0.20ms 671.9 MB/sec string_and_binary_view/parquet_2 1.02 60.1±0.13ms 536.3 MB/sec 1.00 59.1±0.16ms 545.6 MB/sec string_and_binary_view/zstd 1.01 86.2±0.16ms 374.1 MB/sec 1.00 85.0±0.12ms 379.5 MB/sec string_and_binary_view/zstd_parquet_2 1.01 74.0±0.12ms 435.8 MB/sec 1.00 73.5±0.18ms 439.0 MB/sec string_dictionary/bloom_filter 1.00 82.4±0.40ms 3.1 GB/sec 1.00 82.5±0.80ms 3.1 GB/sec string_dictionary/cdc 1.00 46.5±0.93ms 5.5 GB/sec 1.00 46.4±0.42ms 5.6 GB/sec string_dictionary/default 1.00 42.2±0.22ms 6.1 GB/sec 1.00 42.3±0.89ms 6.1 GB/sec string_dictionary/parquet_2 1.00 47.3±0.07ms 5.5 GB/sec 1.02 48.1±0.17ms 5.4 GB/sec string_dictionary/zstd 1.00 205.3±0.68ms 1286.4 MB/sec 1.01 207.3±4.19ms 1274.4 MB/sec string_dictionary/zstd_parquet_2 1.00 191.2±0.28ms 1381.1 MB/sec 1.00 191.3±0.17ms 1380.6 MB/sec string_dictionary_low_cardinality_100/bloom_filter 1.01 34.6±0.18ms 115.8 MB/sec 1.00 34.2±0.09ms 117.3 MB/sec string_dictionary_low_cardinality_100/cdc 1.01 27.9±0.15ms 143.7 MB/sec 1.00 27.7±0.06ms 144.9 MB/sec string_dictionary_low_cardinality_100/default 1.01 25.6±0.16ms 156.6 MB/sec 1.00 25.3±0.07ms 158.3 MB/sec string_dictionary_low_cardinality_100/parquet_2 1.01 25.6±0.16ms 156.6 MB/sec 1.00 25.3±0.07ms 158.2 MB/sec string_dictionary_low_cardinality_100/zstd 1.01 25.9±0.15ms 154.5 MB/sec 1.00 25.7±0.07ms 156.1 MB/sec string_dictionary_low_cardinality_100/zstd_parquet_2 1.01 25.9±0.15ms 154.5 MB/sec 1.00 25.6±0.06ms 156.3 MB/sec string_dictionary_low_cardinality_20/bloom_filter 1.01 33.7±0.14ms 118.9 MB/sec 1.00 33.3±0.08ms 120.1 MB/sec string_dictionary_low_cardinality_20/cdc 1.01 27.9±0.13ms 143.6 MB/sec 1.00 27.5±0.07ms 145.6 MB/sec string_dictionary_low_cardinality_20/default 1.02 25.5±0.14ms 156.8 MB/sec 1.00 25.2±0.08ms 159.2 MB/sec string_dictionary_low_cardinality_20/parquet_2 1.02 25.6±0.14ms 156.6 MB/sec 1.00 25.2±0.07ms 159.1 MB/sec string_dictionary_low_cardinality_20/zstd 1.02 25.7±0.14ms 155.6 MB/sec 1.00 25.3±0.07ms 158.3 MB/sec string_dictionary_low_cardinality_20/zstd_parquet_2 1.02 25.7±0.13ms 155.8 MB/sec 1.00 25.3±0.06ms 158.4 MB/sec string_dictionary_low_cardinality_400/bloom_filter 1.00 34.8±0.16ms 115.1 MB/sec 1.00 34.8±0.12ms 115.4 MB/sec string_dictionary_low_cardinality_400/cdc 1.00 28.1±0.15ms 142.9 MB/sec 1.00 28.1±0.08ms 143.0 MB/sec string_dictionary_low_cardinality_400/default 1.00 25.7±0.20ms 156.2 MB/sec 1.00 25.6±0.12ms 156.5 MB/sec string_dictionary_low_cardinality_400/parquet_2 1.00 25.7±0.19ms 156.0 MB/sec 1.00 25.6±0.11ms 156.5 MB/sec string_dictionary_low_cardinality_400/zstd 1.00 26.3±0.18ms 152.8 MB/sec 1.00 26.2±0.15ms 153.2 MB/sec string_dictionary_low_cardinality_400/zstd_parquet_2 1.00 26.2±0.18ms 153.2 MB/sec 1.00 26.1±0.11ms 153.6 MB/sec string_non_null/bloom_filter 1.00 213.6±1.82ms 2.4 GB/sec 1.11 236.2±15.00ms 2.2 GB/sec string_non_null/cdc 1.07 256.0±8.06ms 2047.2 MB/sec 1.00 238.6±5.22ms 2.1 GB/sec string_non_null/default 1.13 140.5±23.90ms 3.6 GB/sec 1.00 124.5±13.28ms 4.1 GB/sec string_non_null/parquet_2 1.00 108.3±3.94ms 4.7 GB/sec 1.20 129.5±10.84ms 4.0 GB/sec string_non_null/zstd 1.00 527.7±1.43ms 993.0 MB/sec 1.05 554.7±7.57ms 944.7 MB/sec string_non_null/zstd_parquet_2 1.02 501.1±5.51ms 1045.6 MB/sec 1.00 489.9±9.52ms 1069.6 MB/sec string_ree/bloom_filter 1.00 152.0±0.63ms 108.0 MB/sec 1.18 179.5±1.68ms 91.4 MB/sec string_ree/cdc 1.00 221.2±0.53ms 74.2 MB/sec 1.08 239.6±5.03ms 68.5 MB/sec string_ree/default 1.00 124.4±0.76ms 131.9 MB/sec 1.21 149.9±5.94ms 109.5 MB/sec string_ree/parquet_2 1.00 125.2±0.50ms 131.0 MB/sec 1.05 131.9±0.44ms 124.4 MB/sec string_ree/zstd 1.00 182.1±0.75ms 90.1 MB/sec 1.03 188.4±0.84ms 87.1 MB/sec string_ree/zstd_parquet_2 1.00 140.0±0.49ms 117.2 MB/sec 1.05 146.6±0.39ms 111.9 MB/sec string_ree_95pct_null/bloom_filter 1.00 26.0±0.14ms 54.1 MB/sec 1.00 26.1±0.16ms 54.0 MB/sec string_ree_95pct_null/cdc 1.01 32.4±0.12ms 43.4 MB/sec 1.00 32.1±0.13ms 43.8 MB/sec string_ree_95pct_null/default 1.00 24.6±0.10ms 57.2 MB/sec 1.00 24.6±0.10ms 57.1 MB/sec string_ree_95pct_null/parquet_2 1.00 24.6±0.09ms 57.3 MB/sec 1.00 24.6±0.09ms 57.2 MB/sec string_ree_95pct_null/zstd 1.00 25.4±0.11ms 55.4 MB/sec 1.00 25.4±0.10ms 55.3 MB/sec string_ree_95pct_null/zstd_parquet_2 1.00 25.3±0.11ms 55.6 MB/sec 1.00 25.3±0.11ms 55.5 MB/sec struct_all_null/bloom_filter 1.00 369.5±1.02µs 42.6 GB/sec 1.00 368.0±1.61µs 42.8 GB/sec struct_all_null/cdc 1.02 7.9±0.12ms 2037.5 MB/sec 1.00 7.8±0.11ms 2.0 GB/sec struct_all_null/default 1.00 117.4±0.58µs 134.2 GB/sec 1.01 118.0±0.56µs 133.4 GB/sec struct_all_null/parquet_2 1.00 120.6±0.43µs 130.5 GB/sec 1.01 121.3±0.68µs 129.8 GB/sec struct_all_null/zstd 1.00 179.8±0.51µs 87.6 GB/sec 1.01 180.7±0.83µs 87.1 GB/sec struct_all_null/zstd_parquet_2 1.00 162.4±0.45µs 97.0 GB/sec 1.00 163.0±0.72µs 96.6 GB/sec struct_non_null/bloom_filter 1.00 43.6±0.21ms 367.1 MB/sec 1.01 43.8±0.26ms 365.0 MB/sec struct_non_null/cdc 1.00 42.9±0.19ms 372.6 MB/sec 1.00 42.8±0.16ms 373.4 MB/sec struct_non_null/default 1.00 29.4±0.12ms 543.4 MB/sec 1.00 29.4±0.12ms 544.6 MB/sec struct_non_null/parquet_2 1.00 38.2±0.13ms 419.1 MB/sec 1.00 38.1±0.13ms 419.9 MB/sec struct_non_null/zstd 1.00 37.9±0.12ms 421.9 MB/sec 1.00 37.9±0.13ms 422.7 MB/sec struct_non_null/zstd_parquet_2 1.00 51.9±0.14ms 308.5 MB/sec 1.00 51.9±0.15ms 308.0 MB/sec struct_sparse_99pct_null/bloom_filter 1.00 6.5±0.05ms 2.4 GB/sec 1.06 6.8±0.06ms 2.3 GB/sec struct_sparse_99pct_null/cdc 1.01 13.9±0.10ms 1161.4 MB/sec 1.00 13.7±0.09ms 1176.8 MB/sec struct_sparse_99pct_null/default 1.00 5.9±0.02ms 2.7 GB/sec 1.06 6.3±0.04ms 2.5 GB/sec struct_sparse_99pct_null/parquet_2 1.00 6.0±0.02ms 2.6 GB/sec 1.06 6.3±0.02ms 2.5 GB/sec struct_sparse_99pct_null/zstd 1.00 7.3±0.02ms 2.2 GB/sec 1.05 7.6±0.04ms 2.1 GB/sec struct_sparse_99pct_null/zstd_parquet_2 1.00 6.7±0.03ms 2.3 GB/sec 1.05 7.0±0.02ms 2.2 GB/sec ``` </p> </details> <details><summary>Resource Usage</summary> **base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 3305.7s | | Peak memory | 2.9 GiB | | Avg memory | 2.5 GiB | | CPU user | 3133.3s | | CPU sys | 165.4s | | Peak spill | 0 B | **branch** | Metric | Value | |--------|-------| | Wall time | 3285.7s | | Peak memory | 2.8 GiB | | Avg memory | 2.6 GiB | | CPU user | 3136.9s | | CPU sys | 145.1s | | 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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