Implement fold for iterators for better performance by Dandandan · Pull Request #9412 · apache/arrow-rs

Dandandan · 2026-02-14T08:06:08Z

Which issue does this PR close?

Closes Improve filter performance some more with fold implementations #9408

Rationale for this change

What changes are included in this PR?

Are these changes tested?

Are there any user-facing changes?

Dandandan · 2026-02-14T08:06:19Z

run benchmark filter_kernels

alamb-ghbot · 2026-02-14T08:06:33Z

🤖 ./gh_compare_arrow.sh gh_compare_arrow.sh Running
Linux aal-dev 6.14.0-1018-gcp #19~24.04.1-Ubuntu SMP Wed Sep 24 23:23:09 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
Comparing implement_fold (e8626ef) to d6168e5 diff
BENCH_NAME=filter_kernels
BENCH_COMMAND=cargo bench --features=arrow,async,test_common,experimental,object_store --bench filter_kernels
BENCH_FILTER=
BENCH_BRANCH_NAME=implement_fold
Results will be posted here when complete

Dandandan · 2026-02-14T08:07:18Z

run benchmark arrow_reader_clickbench

alamb-ghbot · 2026-02-14T08:31:05Z

🤖: Benchmark completed

Details

group                                                                         implement_fold                         main
-----                                                                         --------------                         ----
filter context decimal128 (kept 1/2)                                          1.00     43.5±1.48µs        ? ?/sec    1.06     46.2±5.44µs        ? ?/sec
filter context decimal128 high selectivity (kept 1023/1024)                   1.00     49.1±1.19µs        ? ?/sec    1.04     51.2±2.22µs        ? ?/sec
filter context decimal128 low selectivity (kept 1/1024)                       1.00    230.8±0.56ns        ? ?/sec    1.00    231.6±9.85ns        ? ?/sec
filter context f32 (kept 1/2)                                                 1.13     87.6±0.73µs        ? ?/sec    1.00     77.8±0.24µs        ? ?/sec
filter context f32 high selectivity (kept 1023/1024)                          1.00      9.9±0.38µs        ? ?/sec    1.00      9.9±0.38µs        ? ?/sec
filter context f32 low selectivity (kept 1/1024)                              1.01   448.3±26.91ns        ? ?/sec    1.00   444.1±11.55ns        ? ?/sec
filter context fsb with value length 20 (kept 1/2)                            1.17     70.7±0.53µs        ? ?/sec    1.00     60.6±0.17µs        ? ?/sec
filter context fsb with value length 20 high selectivity (kept 1023/1024)     1.17     70.7±1.29µs        ? ?/sec    1.00     60.5±0.08µs        ? ?/sec
filter context fsb with value length 20 low selectivity (kept 1/1024)         1.17     70.6±0.14µs        ? ?/sec    1.00     60.6±0.15µs        ? ?/sec
filter context fsb with value length 5 (kept 1/2)                             1.16     70.6±0.55µs        ? ?/sec    1.00     60.7±0.35µs        ? ?/sec
filter context fsb with value length 5 high selectivity (kept 1023/1024)      1.17     70.8±1.62µs        ? ?/sec    1.00     60.6±0.42µs        ? ?/sec
filter context fsb with value length 5 low selectivity (kept 1/1024)          1.17     70.8±0.86µs        ? ?/sec    1.00     60.5±0.09µs        ? ?/sec
filter context fsb with value length 50 (kept 1/2)                            1.16     70.6±0.13µs        ? ?/sec    1.00     60.6±0.24µs        ? ?/sec
filter context fsb with value length 50 high selectivity (kept 1023/1024)     1.17     70.9±1.19µs        ? ?/sec    1.00     60.6±0.32µs        ? ?/sec
filter context fsb with value length 50 low selectivity (kept 1/1024)         1.19     72.2±7.56µs        ? ?/sec    1.00     60.6±0.17µs        ? ?/sec
filter context i32 (kept 1/2)                                                 1.00     16.5±0.14µs        ? ?/sec    1.01     16.7±0.25µs        ? ?/sec
filter context i32 high selectivity (kept 1023/1024)                          1.02      6.5±0.33µs        ? ?/sec    1.00      6.3±0.30µs        ? ?/sec
filter context i32 low selectivity (kept 1/1024)                              1.01    222.3±1.65ns        ? ?/sec    1.00    220.0±1.27ns        ? ?/sec
filter context i32 w NULLs (kept 1/2)                                         1.12     87.5±0.25µs        ? ?/sec    1.00     77.8±0.43µs        ? ?/sec
filter context i32 w NULLs high selectivity (kept 1023/1024)                  1.05     10.2±0.54µs        ? ?/sec    1.00      9.8±0.31µs        ? ?/sec
filter context i32 w NULLs low selectivity (kept 1/1024)                      1.00    441.6±3.46ns        ? ?/sec    1.00    442.2±1.56ns        ? ?/sec
filter context mixed string view (kept 1/2)                                   1.07    116.2±4.00µs        ? ?/sec    1.00    108.7±3.72µs        ? ?/sec
filter context mixed string view high selectivity (kept 1023/1024)            1.04     55.1±1.74µs        ? ?/sec    1.00     53.2±0.56µs        ? ?/sec
filter context mixed string view low selectivity (kept 1/1024)                1.00    620.3±2.82ns        ? ?/sec    1.00    621.5±2.73ns        ? ?/sec
filter context short string view (kept 1/2)                                   1.10    113.7±4.23µs        ? ?/sec    1.00    103.3±0.83µs        ? ?/sec
filter context short string view high selectivity (kept 1023/1024)            1.04     55.0±1.58µs        ? ?/sec    1.00     52.9±0.99µs        ? ?/sec
filter context short string view low selectivity (kept 1/1024)                1.00    491.9±3.01ns        ? ?/sec    1.00    494.1±2.51ns        ? ?/sec
filter context string (kept 1/2)                                              1.02   583.4±16.12µs        ? ?/sec    1.00   570.7±10.31µs        ? ?/sec
filter context string dictionary (kept 1/2)                                   1.00     17.1±0.05µs        ? ?/sec    1.00     17.1±0.28µs        ? ?/sec
filter context string dictionary high selectivity (kept 1023/1024)            1.00      7.0±0.30µs        ? ?/sec    1.00      7.0±0.25µs        ? ?/sec
filter context string dictionary low selectivity (kept 1/1024)                1.00    641.7±3.40ns        ? ?/sec    1.01   651.0±11.22ns        ? ?/sec
filter context string dictionary w NULLs (kept 1/2)                           1.14     89.0±4.97µs        ? ?/sec    1.00     78.2±0.68µs        ? ?/sec
filter context string dictionary w NULLs high selectivity (kept 1023/1024)    1.01     10.4±0.34µs        ? ?/sec    1.00     10.3±0.35µs        ? ?/sec
filter context string dictionary w NULLs low selectivity (kept 1/1024)        1.00    864.0±4.13ns        ? ?/sec    1.01    873.3±5.82ns        ? ?/sec
filter context string high selectivity (kept 1023/1024)                       1.00   632.6±15.39µs        ? ?/sec    1.06   673.0±13.00µs        ? ?/sec
filter context string low selectivity (kept 1/1024)                           1.07    949.4±3.52ns        ? ?/sec    1.00    889.0±3.52ns        ? ?/sec
filter context u8 (kept 1/2)                                                  1.00     15.0±0.07µs        ? ?/sec    1.00     15.0±0.07µs        ? ?/sec
filter context u8 high selectivity (kept 1023/1024)                           1.11  1988.4±20.27ns        ? ?/sec    1.00  1798.0±10.08ns        ? ?/sec
filter context u8 low selectivity (kept 1/1024)                               1.00    217.1±1.08ns        ? ?/sec    1.00    216.3±0.73ns        ? ?/sec
filter context u8 w NULLs (kept 1/2)                                          1.13     85.8±0.18µs        ? ?/sec    1.00     75.9±0.28µs        ? ?/sec
filter context u8 w NULLs high selectivity (kept 1023/1024)                   1.05      5.4±0.02µs        ? ?/sec    1.00      5.1±0.06µs        ? ?/sec
filter context u8 w NULLs low selectivity (kept 1/1024)                       1.00    437.9±3.19ns        ? ?/sec    1.00    438.9±3.75ns        ? ?/sec
filter decimal128 (kept 1/2)                                                  1.01     61.0±0.46µs        ? ?/sec    1.00     60.2±2.91µs        ? ?/sec
filter decimal128 high selectivity (kept 1023/1024)                           1.00     52.1±0.46µs        ? ?/sec    1.06     55.4±1.64µs        ? ?/sec
filter decimal128 low selectivity (kept 1/1024)                               1.00      2.1±0.01µs        ? ?/sec    1.41      3.0±0.01µs        ? ?/sec
filter f32 (kept 1/2)                                                         1.00    139.1±1.49µs        ? ?/sec    1.18    164.1±0.27µs        ? ?/sec
filter fsb with value length 20 (kept 1/2)                                    1.00    136.4±0.91µs        ? ?/sec    1.05    143.6±0.42µs        ? ?/sec
filter fsb with value length 20 high selectivity (kept 1023/1024)             1.00     69.0±1.21µs        ? ?/sec    1.00     69.3±1.38µs        ? ?/sec
filter fsb with value length 20 low selectivity (kept 1/1024)                 1.48      3.9±0.02µs        ? ?/sec    1.00      2.7±0.01µs        ? ?/sec
filter fsb with value length 5 (kept 1/2)                                     1.00    140.6±1.54µs        ? ?/sec    1.01    141.7±2.63µs        ? ?/sec
filter fsb with value length 5 high selectivity (kept 1023/1024)              1.03     11.4±0.46µs        ? ?/sec    1.00     11.1±0.64µs        ? ?/sec
filter fsb with value length 5 low selectivity (kept 1/1024)                  1.49      3.8±0.11µs        ? ?/sec    1.00      2.6±0.04µs        ? ?/sec
filter fsb with value length 50 (kept 1/2)                                    1.04   178.3±12.77µs        ? ?/sec    1.00   170.7±11.43µs        ? ?/sec
filter fsb with value length 50 high selectivity (kept 1023/1024)             1.01    208.1±5.97µs        ? ?/sec    1.00   206.7±10.10µs        ? ?/sec
filter fsb with value length 50 low selectivity (kept 1/1024)                 1.48      3.9±0.01µs        ? ?/sec    1.00      2.7±0.02µs        ? ?/sec
filter i32 (kept 1/2)                                                         1.00     36.9±0.33µs        ? ?/sec    1.45     53.6±0.18µs        ? ?/sec
filter i32 high selectivity (kept 1023/1024)                                  1.02      8.8±0.41µs        ? ?/sec    1.00      8.6±0.44µs        ? ?/sec
filter i32 low selectivity (kept 1/1024)                                      1.00  1966.7±12.00ns        ? ?/sec    1.50      2.9±0.03µs        ? ?/sec
filter optimize (kept 1/2)                                                    1.66     59.8±1.08µs        ? ?/sec    1.00     35.9±1.18µs        ? ?/sec
filter optimize high selectivity (kept 1023/1024)                             1.00      2.5±0.01µs        ? ?/sec    1.08      2.7±0.02µs        ? ?/sec
filter optimize low selectivity (kept 1/1024)                                 1.00  1794.9±14.44ns        ? ?/sec    1.41      2.5±0.01µs        ? ?/sec
filter run array (kept 1/2)                                                   1.01    450.7±3.59µs        ? ?/sec    1.00    448.3±1.27µs        ? ?/sec
filter run array high selectivity (kept 1023/1024)                            1.01    483.6±4.99µs        ? ?/sec    1.00    478.7±2.30µs        ? ?/sec
filter run array low selectivity (kept 1/1024)                                1.01    368.5±1.18µs        ? ?/sec    1.00    364.5±2.17µs        ? ?/sec
filter single record batch                                                    1.00     37.1±0.33µs        ? ?/sec    1.42     52.5±0.08µs        ? ?/sec
filter u8 (kept 1/2)                                                          1.25     45.3±0.34µs        ? ?/sec    1.00     36.2±0.29µs        ? ?/sec
filter u8 high selectivity (kept 1023/1024)                                   1.04      3.9±0.01µs        ? ?/sec    1.00      3.8±0.02µs        ? ?/sec
filter u8 low selectivity (kept 1/1024)                                       1.00      2.9±0.01µs        ? ?/sec    1.04      3.0±0.01µs        ? ?/sec

alamb-ghbot · 2026-02-14T08:31:10Z

🤖 ./gh_compare_arrow.sh gh_compare_arrow.sh Running
Linux aal-dev 6.14.0-1018-gcp #19~24.04.1-Ubuntu SMP Wed Sep 24 23:23:09 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
Comparing implement_fold (5888db0) to d6168e5 diff
BENCH_NAME=arrow_reader_clickbench
BENCH_COMMAND=cargo bench --features=arrow,async,test_common,experimental,object_store --bench arrow_reader_clickbench
BENCH_FILTER=
BENCH_BRANCH_NAME=implement_fold
Results will be posted here when complete

Dandandan · 2026-02-14T08:38:22Z

run benchmark filter_kernels

alamb-ghbot · 2026-02-14T09:07:20Z

🤖: Benchmark completed

Details

group                                             implement_fold                         main
-----                                             --------------                         ----
arrow_reader_clickbench/async/Q1                  1.00      2.3±0.01ms        ? ?/sec    1.02      2.3±0.06ms        ? ?/sec
arrow_reader_clickbench/async/Q10                 1.00     10.7±0.20ms        ? ?/sec    1.01     10.8±0.22ms        ? ?/sec
arrow_reader_clickbench/async/Q11                 1.00     12.5±0.21ms        ? ?/sec    1.00     12.5±0.28ms        ? ?/sec
arrow_reader_clickbench/async/Q12                 1.01     22.6±0.26ms        ? ?/sec    1.00     22.3±0.26ms        ? ?/sec
arrow_reader_clickbench/async/Q13                 1.00     27.9±0.23ms        ? ?/sec    1.00     27.9±0.30ms        ? ?/sec
arrow_reader_clickbench/async/Q14                 1.01     25.2±0.34ms        ? ?/sec    1.00     25.0±0.36ms        ? ?/sec
arrow_reader_clickbench/async/Q19                 1.00      5.3±0.07ms        ? ?/sec    1.01      5.4±0.08ms        ? ?/sec
arrow_reader_clickbench/async/Q20                 1.00    114.1±1.06ms        ? ?/sec    1.13    129.1±1.04ms        ? ?/sec
arrow_reader_clickbench/async/Q21                 1.00    129.5±0.63ms        ? ?/sec    1.26    163.5±0.93ms        ? ?/sec
arrow_reader_clickbench/async/Q22                 1.00   267.3±12.24ms        ? ?/sec    1.06   282.1±42.93ms        ? ?/sec
arrow_reader_clickbench/async/Q23                 1.02    406.2±4.32ms        ? ?/sec    1.00    398.2±2.49ms        ? ?/sec
arrow_reader_clickbench/async/Q24                 1.02     31.1±0.29ms        ? ?/sec    1.00     30.6±0.51ms        ? ?/sec
arrow_reader_clickbench/async/Q27                 1.02     98.4±0.34ms        ? ?/sec    1.00     96.3±0.47ms        ? ?/sec
arrow_reader_clickbench/async/Q28                 1.02     96.3±0.97ms        ? ?/sec    1.00     94.6±1.09ms        ? ?/sec
arrow_reader_clickbench/async/Q30                 1.00     27.5±0.25ms        ? ?/sec    1.00     27.5±0.91ms        ? ?/sec
arrow_reader_clickbench/async/Q36                 1.02    116.7±0.85ms        ? ?/sec    1.00    114.2±1.14ms        ? ?/sec
arrow_reader_clickbench/async/Q37                 1.02     92.3±0.55ms        ? ?/sec    1.00     90.2±0.74ms        ? ?/sec
arrow_reader_clickbench/async/Q38                 1.00     34.9±0.22ms        ? ?/sec    1.00     34.8±0.42ms        ? ?/sec
arrow_reader_clickbench/async/Q39                 1.02     45.7±0.30ms        ? ?/sec    1.00     44.8±0.57ms        ? ?/sec
arrow_reader_clickbench/async/Q40                 1.02     40.0±0.85ms        ? ?/sec    1.00     39.3±0.26ms        ? ?/sec
arrow_reader_clickbench/async/Q41                 1.00     28.8±0.57ms        ? ?/sec    1.00     28.9±0.27ms        ? ?/sec
arrow_reader_clickbench/async/Q42                 1.00     10.9±0.20ms        ? ?/sec    1.00     10.9±0.11ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q1     1.00      2.2±0.03ms        ? ?/sec    1.00      2.2±0.01ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q10    1.00     10.3±0.23ms        ? ?/sec    1.01     10.4±0.18ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q11    1.00     11.9±0.25ms        ? ?/sec    1.01     12.0±0.26ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q12    1.03     22.0±0.31ms        ? ?/sec    1.00     21.4±0.21ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q13    1.03     27.0±0.35ms        ? ?/sec    1.00     26.3±0.29ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q14    1.03     24.4±0.29ms        ? ?/sec    1.00     23.8±0.24ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q19    1.01      5.0±0.08ms        ? ?/sec    1.00      5.0±0.07ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q20    1.03    110.3±0.90ms        ? ?/sec    1.00    107.6±1.21ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q21    1.02    125.4±0.84ms        ? ?/sec    1.00    123.0±1.45ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q22    1.03    229.6±0.97ms        ? ?/sec    1.00    223.7±1.29ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q23    1.05    366.0±2.37ms        ? ?/sec    1.00    347.9±2.27ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q24    1.02     29.8±0.41ms        ? ?/sec    1.00     29.2±0.31ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q27    1.02     95.1±1.11ms        ? ?/sec    1.00     93.0±0.86ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q28    1.02     92.6±0.44ms        ? ?/sec    1.00     91.0±0.50ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q30    1.00     26.6±0.31ms        ? ?/sec    1.00     26.5±0.88ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q36    1.02    112.1±0.62ms        ? ?/sec    1.00    110.2±0.55ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q37    1.01     88.8±0.50ms        ? ?/sec    1.00     87.6±0.63ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q38    1.01     32.0±0.32ms        ? ?/sec    1.00     31.7±0.26ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q39    1.01     40.7±0.42ms        ? ?/sec    1.00     40.1±0.45ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q40    1.01     38.3±0.34ms        ? ?/sec    1.00     38.1±0.86ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q41    1.00     27.6±0.36ms        ? ?/sec    1.00     27.5±0.29ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q42    1.00     10.3±0.22ms        ? ?/sec    1.00     10.3±0.12ms        ? ?/sec
arrow_reader_clickbench/sync/Q1                   1.00  1981.8±56.03µs        ? ?/sec    1.01  1993.0±27.46µs        ? ?/sec
arrow_reader_clickbench/sync/Q10                  1.00      7.5±0.07ms        ? ?/sec    1.00      7.5±0.07ms        ? ?/sec
arrow_reader_clickbench/sync/Q11                  1.00      8.9±0.11ms        ? ?/sec    1.00      9.0±0.07ms        ? ?/sec
arrow_reader_clickbench/sync/Q12                  1.00     28.7±0.31ms        ? ?/sec    1.01     29.1±1.31ms        ? ?/sec
arrow_reader_clickbench/sync/Q13                  1.10     36.6±3.69ms        ? ?/sec    1.00     33.4±0.38ms        ? ?/sec
arrow_reader_clickbench/sync/Q14                  1.00     31.2±0.37ms        ? ?/sec    1.23     38.4±0.96ms        ? ?/sec
arrow_reader_clickbench/sync/Q19                  1.01      4.2±0.05ms        ? ?/sec    1.00      4.2±0.04ms        ? ?/sec
arrow_reader_clickbench/sync/Q20                  1.02    177.2±2.56ms        ? ?/sec    1.00    174.2±1.67ms        ? ?/sec
arrow_reader_clickbench/sync/Q21                  1.04    234.1±1.22ms        ? ?/sec    1.00    224.4±4.95ms        ? ?/sec
arrow_reader_clickbench/sync/Q22                  1.02    475.9±3.34ms        ? ?/sec    1.00    468.2±3.36ms        ? ?/sec
arrow_reader_clickbench/sync/Q23                  1.00   440.6±16.72ms        ? ?/sec    1.00   439.0±16.43ms        ? ?/sec
arrow_reader_clickbench/sync/Q24                  1.03     40.3±0.81ms        ? ?/sec    1.00     39.0±0.54ms        ? ?/sec
arrow_reader_clickbench/sync/Q27                  1.03    154.5±1.98ms        ? ?/sec    1.00    149.9±1.54ms        ? ?/sec
arrow_reader_clickbench/sync/Q28                  1.03    147.1±0.94ms        ? ?/sec    1.00    143.5±0.62ms        ? ?/sec
arrow_reader_clickbench/sync/Q30                  1.00     27.6±0.31ms        ? ?/sec    1.00     27.5±0.32ms        ? ?/sec
arrow_reader_clickbench/sync/Q36                  1.02    151.1±1.64ms        ? ?/sec    1.00    148.2±0.85ms        ? ?/sec
arrow_reader_clickbench/sync/Q37                  1.01     85.2±0.68ms        ? ?/sec    1.00     84.0±1.16ms        ? ?/sec
arrow_reader_clickbench/sync/Q38                  1.00     28.2±0.24ms        ? ?/sec    1.00     28.2±0.52ms        ? ?/sec
arrow_reader_clickbench/sync/Q39                  1.02     33.3±0.58ms        ? ?/sec    1.00     32.8±0.21ms        ? ?/sec
arrow_reader_clickbench/sync/Q40                  1.03     26.2±0.37ms        ? ?/sec    1.00     25.5±0.26ms        ? ?/sec
arrow_reader_clickbench/sync/Q41                  1.00     27.4±0.37ms        ? ?/sec    1.00     27.3±0.59ms        ? ?/sec
arrow_reader_clickbench/sync/Q42                  1.00     11.6±0.11ms        ? ?/sec    1.01     11.7±0.27ms        ? ?/sec

alamb-ghbot · 2026-02-14T09:07:24Z

🤖 ./gh_compare_arrow.sh gh_compare_arrow.sh Running
Linux aal-dev 6.14.0-1018-gcp #19~24.04.1-Ubuntu SMP Wed Sep 24 23:23:09 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
Comparing implement_fold (420d8ba) to d6168e5 diff
BENCH_NAME=filter_kernels
BENCH_COMMAND=cargo bench --features=arrow,async,test_common,experimental,object_store --bench filter_kernels
BENCH_FILTER=
BENCH_BRANCH_NAME=implement_fold
Results will be posted here when complete

alamb-ghbot · 2026-02-14T09:32:08Z

🤖: Benchmark completed

Details

group                                                                         implement_fold                         main
-----                                                                         --------------                         ----
filter context decimal128 (kept 1/2)                                          1.00     43.4±4.55µs        ? ?/sec    1.21     52.5±7.84µs        ? ?/sec
filter context decimal128 high selectivity (kept 1023/1024)                   1.04     51.4±1.73µs        ? ?/sec    1.00     49.5±1.51µs        ? ?/sec
filter context decimal128 low selectivity (kept 1/1024)                       1.00    234.8±2.54ns        ? ?/sec    1.06    248.5±4.86ns        ? ?/sec
filter context f32 (kept 1/2)                                                 1.12     87.4±0.36µs        ? ?/sec    1.00     77.7±0.21µs        ? ?/sec
filter context f32 high selectivity (kept 1023/1024)                          1.02     10.4±0.46µs        ? ?/sec    1.00     10.2±0.52µs        ? ?/sec
filter context f32 low selectivity (kept 1/1024)                              1.00    423.7±4.15ns        ? ?/sec    1.10    466.1±7.88ns        ? ?/sec
filter context fsb with value length 20 (kept 1/2)                            1.17     70.9±2.14µs        ? ?/sec    1.00     60.6±0.25µs        ? ?/sec
filter context fsb with value length 20 high selectivity (kept 1023/1024)     1.17     70.6±0.68µs        ? ?/sec    1.00     60.6±0.20µs        ? ?/sec
filter context fsb with value length 20 low selectivity (kept 1/1024)         1.17     70.6±0.36µs        ? ?/sec    1.00     60.5±0.15µs        ? ?/sec
filter context fsb with value length 5 (kept 1/2)                             1.16     70.6±0.08µs        ? ?/sec    1.00     60.8±1.22µs        ? ?/sec
filter context fsb with value length 5 high selectivity (kept 1023/1024)      1.16     70.7±0.66µs        ? ?/sec    1.00     60.7±1.12µs        ? ?/sec
filter context fsb with value length 5 low selectivity (kept 1/1024)          1.16     70.5±0.14µs        ? ?/sec    1.00     60.6±0.20µs        ? ?/sec
filter context fsb with value length 50 (kept 1/2)                            1.17     70.9±1.45µs        ? ?/sec    1.00     60.7±0.11µs        ? ?/sec
filter context fsb with value length 50 high selectivity (kept 1023/1024)     1.16     70.7±0.94µs        ? ?/sec    1.00     61.0±1.46µs        ? ?/sec
filter context fsb with value length 50 low selectivity (kept 1/1024)         1.16     70.6±0.21µs        ? ?/sec    1.00     60.7±0.97µs        ? ?/sec
filter context i32 (kept 1/2)                                                 1.00     16.3±0.08µs        ? ?/sec    1.01     16.4±0.13µs        ? ?/sec
filter context i32 high selectivity (kept 1023/1024)                          1.00      6.4±0.43µs        ? ?/sec    1.05      6.7±0.27µs        ? ?/sec
filter context i32 low selectivity (kept 1/1024)                              1.00    225.1±4.03ns        ? ?/sec    1.06    237.6±4.91ns        ? ?/sec
filter context i32 w NULLs (kept 1/2)                                         1.13     87.8±0.92µs        ? ?/sec    1.00     77.8±0.20µs        ? ?/sec
filter context i32 w NULLs high selectivity (kept 1023/1024)                  1.00      9.8±0.42µs        ? ?/sec    1.06     10.4±0.37µs        ? ?/sec
filter context i32 w NULLs low selectivity (kept 1/1024)                      1.00    423.9±3.88ns        ? ?/sec    1.10    465.7±5.48ns        ? ?/sec
filter context mixed string view (kept 1/2)                                   1.10    112.6±2.53µs        ? ?/sec    1.00    102.2±2.16µs        ? ?/sec
filter context mixed string view high selectivity (kept 1023/1024)            1.00     51.7±0.55µs        ? ?/sec    1.03     53.3±0.68µs        ? ?/sec
filter context mixed string view low selectivity (kept 1/1024)                1.00    614.4±7.52ns        ? ?/sec    1.07    658.4±3.87ns        ? ?/sec
filter context short string view (kept 1/2)                                   1.11    115.5±5.05µs        ? ?/sec    1.00    103.6±4.78µs        ? ?/sec
filter context short string view high selectivity (kept 1023/1024)            1.01     53.1±0.66µs        ? ?/sec    1.00     52.5±1.05µs        ? ?/sec
filter context short string view low selectivity (kept 1/1024)                1.00    479.3±1.57ns        ? ?/sec    1.09    520.4±5.45ns        ? ?/sec
filter context string (kept 1/2)                                              1.00   584.2±14.33µs        ? ?/sec    1.00   582.4±13.86µs        ? ?/sec
filter context string dictionary (kept 1/2)                                   1.01     17.0±0.14µs        ? ?/sec    1.00     16.9±0.05µs        ? ?/sec
filter context string dictionary high selectivity (kept 1023/1024)            1.09      7.6±0.27µs        ? ?/sec    1.00      6.9±0.26µs        ? ?/sec
filter context string dictionary low selectivity (kept 1/1024)                1.00    639.7±4.74ns        ? ?/sec    1.03    660.2±4.61ns        ? ?/sec
filter context string dictionary w NULLs (kept 1/2)                           1.12     87.9±0.37µs        ? ?/sec    1.00     78.4±0.46µs        ? ?/sec
filter context string dictionary w NULLs high selectivity (kept 1023/1024)    1.00     10.4±0.42µs        ? ?/sec    1.00     10.4±0.48µs        ? ?/sec
filter context string dictionary w NULLs low selectivity (kept 1/1024)        1.00   863.4±11.43ns        ? ?/sec    1.03    890.6±6.76ns        ? ?/sec
filter context string high selectivity (kept 1023/1024)                       1.00   641.5±11.97µs        ? ?/sec    1.07   685.0±17.47µs        ? ?/sec
filter context string low selectivity (kept 1/1024)                           1.00    898.3±3.65ns        ? ?/sec    1.03    926.8±4.04ns        ? ?/sec
filter context u8 (kept 1/2)                                                  1.00     15.0±0.08µs        ? ?/sec    1.00     15.0±0.03µs        ? ?/sec
filter context u8 high selectivity (kept 1023/1024)                           1.03  1993.4±10.45ns        ? ?/sec    1.00  1936.1±13.07ns        ? ?/sec
filter context u8 low selectivity (kept 1/1024)                               1.00    214.3±1.33ns        ? ?/sec    1.11    237.2±4.71ns        ? ?/sec
filter context u8 w NULLs (kept 1/2)                                          1.13     85.9±0.66µs        ? ?/sec    1.00     76.0±0.72µs        ? ?/sec
filter context u8 w NULLs high selectivity (kept 1023/1024)                   1.01      5.2±0.03µs        ? ?/sec    1.00      5.1±0.02µs        ? ?/sec
filter context u8 w NULLs low selectivity (kept 1/1024)                       1.00    418.9±1.79ns        ? ?/sec    1.12    468.1±4.88ns        ? ?/sec
filter decimal128 (kept 1/2)                                                  1.00     42.0±3.72µs        ? ?/sec    1.38     58.0±3.38µs        ? ?/sec
filter decimal128 high selectivity (kept 1023/1024)                           1.00     50.8±0.74µs        ? ?/sec    1.06     54.0±1.59µs        ? ?/sec
filter decimal128 low selectivity (kept 1/1024)                               1.00   1850.6±4.97ns        ? ?/sec    1.61      3.0±0.05µs        ? ?/sec
filter f32 (kept 1/2)                                                         1.00    133.8±0.39µs        ? ?/sec    1.23    164.3±0.48µs        ? ?/sec
filter fsb with value length 20 (kept 1/2)                                    1.00    126.0±0.20µs        ? ?/sec    1.14    144.0±1.09µs        ? ?/sec
filter fsb with value length 20 high selectivity (kept 1023/1024)             1.00     68.5±2.29µs        ? ?/sec    1.05     71.7±2.15µs        ? ?/sec
filter fsb with value length 20 low selectivity (kept 1/1024)                 1.00      2.2±0.07µs        ? ?/sec    1.22      2.7±0.04µs        ? ?/sec
filter fsb with value length 5 (kept 1/2)                                     1.00    132.8±0.24µs        ? ?/sec    1.07    142.1±0.59µs        ? ?/sec
filter fsb with value length 5 high selectivity (kept 1023/1024)              1.00     10.3±0.65µs        ? ?/sec    1.06     10.9±0.49µs        ? ?/sec
filter fsb with value length 5 low selectivity (kept 1/1024)                  1.00      2.2±0.01µs        ? ?/sec    1.19      2.6±0.03µs        ? ?/sec
filter fsb with value length 50 (kept 1/2)                                    1.00    147.0±2.58µs        ? ?/sec    1.09    159.6±4.01µs        ? ?/sec
filter fsb with value length 50 high selectivity (kept 1023/1024)             1.00    210.5±7.24µs        ? ?/sec    1.06    223.9±6.84µs        ? ?/sec
filter fsb with value length 50 low selectivity (kept 1/1024)                 1.00      2.2±0.01µs        ? ?/sec    1.21      2.6±0.01µs        ? ?/sec
filter i32 (kept 1/2)                                                         1.00     32.0±0.14µs        ? ?/sec    1.68     53.6±0.14µs        ? ?/sec
filter i32 high selectivity (kept 1023/1024)                                  1.00      7.6±0.44µs        ? ?/sec    1.15      8.7±0.32µs        ? ?/sec
filter i32 low selectivity (kept 1/1024)                                      1.00   1897.6±7.87ns        ? ?/sec    1.55      2.9±0.03µs        ? ?/sec
filter optimize (kept 1/2)                                                    1.11     39.7±0.06µs        ? ?/sec    1.00     35.8±0.16µs        ? ?/sec
filter optimize high selectivity (kept 1023/1024)                             1.00      2.5±0.01µs        ? ?/sec    1.09      2.8±0.03µs        ? ?/sec
filter optimize low selectivity (kept 1/1024)                                 1.00  1730.0±36.44ns        ? ?/sec    1.46      2.5±0.02µs        ? ?/sec
filter run array (kept 1/2)                                                   1.00    442.5±2.68µs        ? ?/sec    1.01    446.6±2.00µs        ? ?/sec
filter run array high selectivity (kept 1023/1024)                            1.00    477.3±4.05µs        ? ?/sec    1.01   481.6±14.12µs        ? ?/sec
filter run array low selectivity (kept 1/1024)                                1.00    364.2±4.63µs        ? ?/sec    1.00    364.3±2.39µs        ? ?/sec
filter single record batch                                                    1.00     32.0±0.19µs        ? ?/sec    1.65     52.8±1.04µs        ? ?/sec
filter u8 (kept 1/2)                                                          1.00     34.1±0.07µs        ? ?/sec    1.06     36.2±0.57µs        ? ?/sec
filter u8 high selectivity (kept 1023/1024)                                   1.00      3.2±0.09µs        ? ?/sec    1.17      3.7±0.07µs        ? ?/sec
filter u8 low selectivity (kept 1/1024)                                       1.00      2.3±0.09µs        ? ?/sec    1.31      3.0±0.01µs        ? ?/sec

Dandandan · 2026-02-14T09:47:44Z

run benchmark arrow_reader_clickbench

alamb-ghbot · 2026-02-14T09:47:52Z

🤖 ./gh_compare_arrow.sh gh_compare_arrow.sh Running
Linux aal-dev 6.14.0-1018-gcp #19~24.04.1-Ubuntu SMP Wed Sep 24 23:23:09 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
Comparing implement_fold (420d8ba) to d6168e5 diff
BENCH_NAME=arrow_reader_clickbench
BENCH_COMMAND=cargo bench --features=arrow,async,test_common,experimental,object_store --bench arrow_reader_clickbench
BENCH_FILTER=
BENCH_BRANCH_NAME=implement_fold
Results will be posted here when complete

alamb-ghbot · 2026-02-14T10:23:52Z

🤖: Benchmark completed

Details

group                                             implement_fold                         main
-----                                             --------------                         ----
arrow_reader_clickbench/async/Q1                  1.00      2.3±0.06ms        ? ?/sec    1.01      2.4±0.03ms        ? ?/sec
arrow_reader_clickbench/async/Q10                 1.00     10.7±0.26ms        ? ?/sec    1.01     10.8±0.22ms        ? ?/sec
arrow_reader_clickbench/async/Q11                 1.00     12.3±0.25ms        ? ?/sec    1.01     12.5±0.48ms        ? ?/sec
arrow_reader_clickbench/async/Q12                 1.00     22.4±0.43ms        ? ?/sec    1.01     22.6±0.32ms        ? ?/sec
arrow_reader_clickbench/async/Q13                 1.00     27.9±0.28ms        ? ?/sec    1.01     28.3±0.81ms        ? ?/sec
arrow_reader_clickbench/async/Q14                 1.00     24.9±0.28ms        ? ?/sec    1.01     25.0±0.52ms        ? ?/sec
arrow_reader_clickbench/async/Q19                 1.00      5.4±0.08ms        ? ?/sec    1.02      5.5±0.19ms        ? ?/sec
arrow_reader_clickbench/async/Q20                 1.23    155.7±1.15ms        ? ?/sec    1.00    126.9±9.74ms        ? ?/sec
arrow_reader_clickbench/async/Q21                 1.00    162.9±1.02ms        ? ?/sec    1.00    162.8±1.10ms        ? ?/sec
arrow_reader_clickbench/async/Q22                 1.02    238.5±1.17ms        ? ?/sec    1.00    234.7±1.49ms        ? ?/sec
arrow_reader_clickbench/async/Q23                 1.00    404.8±2.36ms        ? ?/sec    1.00    403.3±2.89ms        ? ?/sec
arrow_reader_clickbench/async/Q24                 1.00     31.2±0.38ms        ? ?/sec    1.00     31.2±0.33ms        ? ?/sec
arrow_reader_clickbench/async/Q27                 1.02     99.2±0.94ms        ? ?/sec    1.00     97.5±0.40ms        ? ?/sec
arrow_reader_clickbench/async/Q28                 1.00     96.3±0.47ms        ? ?/sec    1.00     96.1±0.59ms        ? ?/sec
arrow_reader_clickbench/async/Q30                 1.00     27.3±0.32ms        ? ?/sec    1.01     27.6±0.72ms        ? ?/sec
arrow_reader_clickbench/async/Q36                 1.01    116.7±0.66ms        ? ?/sec    1.00    116.0±0.59ms        ? ?/sec
arrow_reader_clickbench/async/Q37                 1.00     92.6±0.74ms        ? ?/sec    1.00     92.2±0.72ms        ? ?/sec
arrow_reader_clickbench/async/Q38                 1.01     35.2±0.55ms        ? ?/sec    1.00     34.8±0.42ms        ? ?/sec
arrow_reader_clickbench/async/Q39                 1.02     45.7±0.30ms        ? ?/sec    1.00     45.0±0.53ms        ? ?/sec
arrow_reader_clickbench/async/Q40                 1.01     39.5±0.49ms        ? ?/sec    1.00     39.2±0.39ms        ? ?/sec
arrow_reader_clickbench/async/Q41                 1.00     28.7±0.41ms        ? ?/sec    1.00     28.6±0.32ms        ? ?/sec
arrow_reader_clickbench/async/Q42                 1.00     10.8±0.10ms        ? ?/sec    1.03     11.1±0.14ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q1     1.00      2.2±0.01ms        ? ?/sec    1.01      2.2±0.01ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q10    1.00     10.3±0.27ms        ? ?/sec    1.02     10.5±0.23ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q11    1.00     11.7±0.18ms        ? ?/sec    1.03     12.1±0.30ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q12    1.00     21.7±0.33ms        ? ?/sec    1.01     21.9±0.23ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q13    1.00     26.9±0.45ms        ? ?/sec    1.00     27.0±0.31ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q14    1.00     24.4±0.27ms        ? ?/sec    1.01     24.7±0.23ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q19    1.00      5.0±0.07ms        ? ?/sec    1.01      5.1±0.06ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q20    1.01    109.5±0.81ms        ? ?/sec    1.00    108.4±0.50ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q21    1.01    124.7±1.11ms        ? ?/sec    1.00    123.9±0.86ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q22    1.01    229.2±1.02ms        ? ?/sec    1.00    227.9±1.71ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q23    1.04    366.0±2.15ms        ? ?/sec    1.00    351.8±2.03ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q24    1.00     29.4±0.69ms        ? ?/sec    1.01     29.7±0.36ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q27    1.01     94.3±0.47ms        ? ?/sec    1.00     93.4±0.55ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q28    1.01     91.9±0.44ms        ? ?/sec    1.00     91.2±0.43ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q30    1.00     25.9±0.24ms        ? ?/sec    1.01     26.3±0.26ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q36    1.01    111.9±1.25ms        ? ?/sec    1.00    110.7±0.55ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q37    1.01     89.3±1.21ms        ? ?/sec    1.00     88.1±1.20ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q38    1.00     31.7±0.29ms        ? ?/sec    1.00     31.6±0.48ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q39    1.03     40.7±0.40ms        ? ?/sec    1.00     39.7±0.27ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q40    1.00     37.7±0.66ms        ? ?/sec    1.00     37.7±0.39ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q41    1.01     27.4±0.31ms        ? ?/sec    1.00     27.2±0.21ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q42    1.01     10.3±0.24ms        ? ?/sec    1.00     10.2±0.08ms        ? ?/sec
arrow_reader_clickbench/sync/Q1                   1.00   1965.2±8.02µs        ? ?/sec    1.01   1987.7±7.50µs        ? ?/sec
arrow_reader_clickbench/sync/Q10                  1.00      7.5±0.26ms        ? ?/sec    1.01      7.5±0.03ms        ? ?/sec
arrow_reader_clickbench/sync/Q11                  1.00      8.9±0.14ms        ? ?/sec    1.01      8.9±0.06ms        ? ?/sec
arrow_reader_clickbench/sync/Q12                  1.01     29.2±0.95ms        ? ?/sec    1.00     28.9±1.32ms        ? ?/sec
arrow_reader_clickbench/sync/Q13                  1.30     43.6±1.04ms        ? ?/sec    1.00     33.5±0.27ms        ? ?/sec
arrow_reader_clickbench/sync/Q14                  1.00     31.1±0.35ms        ? ?/sec    1.24     38.5±1.07ms        ? ?/sec
arrow_reader_clickbench/sync/Q19                  1.02      4.2±0.19ms        ? ?/sec    1.00      4.2±0.02ms        ? ?/sec
arrow_reader_clickbench/sync/Q20                  1.01    176.2±0.86ms        ? ?/sec    1.00    174.5±1.17ms        ? ?/sec
arrow_reader_clickbench/sync/Q21                  1.02    229.8±5.25ms        ? ?/sec    1.00    224.9±5.25ms        ? ?/sec
arrow_reader_clickbench/sync/Q22                  1.01    473.5±2.95ms        ? ?/sec    1.00    470.6±2.96ms        ? ?/sec
arrow_reader_clickbench/sync/Q23                  1.00   441.3±19.01ms        ? ?/sec    1.00   441.0±17.06ms        ? ?/sec
arrow_reader_clickbench/sync/Q24                  1.01     39.4±0.94ms        ? ?/sec    1.00     39.0±0.30ms        ? ?/sec
arrow_reader_clickbench/sync/Q27                  1.03    153.7±0.92ms        ? ?/sec    1.00    148.9±0.61ms        ? ?/sec
arrow_reader_clickbench/sync/Q28                  1.02    147.2±1.29ms        ? ?/sec    1.00    143.7±1.26ms        ? ?/sec
arrow_reader_clickbench/sync/Q30                  1.00     27.8±0.40ms        ? ?/sec    1.00     27.7±0.45ms        ? ?/sec
arrow_reader_clickbench/sync/Q36                  1.02    151.5±1.12ms        ? ?/sec    1.00    148.1±1.33ms        ? ?/sec
arrow_reader_clickbench/sync/Q37                  1.01     85.0±0.66ms        ? ?/sec    1.00     84.0±0.49ms        ? ?/sec
arrow_reader_clickbench/sync/Q38                  1.01     28.1±0.19ms        ? ?/sec    1.00     27.9±0.34ms        ? ?/sec
arrow_reader_clickbench/sync/Q39                  1.03     33.5±0.37ms        ? ?/sec    1.00     32.5±0.47ms        ? ?/sec
arrow_reader_clickbench/sync/Q40                  1.02     26.1±0.32ms        ? ?/sec    1.00     25.6±0.82ms        ? ?/sec
arrow_reader_clickbench/sync/Q41                  1.00     27.2±0.53ms        ? ?/sec    1.00     27.1±0.35ms        ? ?/sec
arrow_reader_clickbench/sync/Q42                  1.00     11.6±0.31ms        ? ?/sec    1.00     11.6±0.09ms        ? ?/sec

Dandandan · 2026-02-14T10:36:47Z

run benchmark filter_kernels

alamb-ghbot · 2026-02-14T10:36:56Z

🤖 ./gh_compare_arrow.sh gh_compare_arrow.sh Running
Linux aal-dev 6.14.0-1018-gcp #19~24.04.1-Ubuntu SMP Wed Sep 24 23:23:09 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
Comparing implement_fold (9e4c209) to d6168e5 diff
BENCH_NAME=filter_kernels
BENCH_COMMAND=cargo bench --features=arrow,async,test_common,experimental,object_store --bench filter_kernels
BENCH_FILTER=
BENCH_BRANCH_NAME=implement_fold
Results will be posted here when complete

This reverts commit 9e4c209.

alamb-ghbot · 2026-02-14T11:01:43Z

🤖: Benchmark completed

Details

group                                                                         implement_fold                         main
-----                                                                         --------------                         ----
filter context decimal128 (kept 1/2)                                          1.00     43.1±1.06µs        ? ?/sec    1.11     47.9±7.20µs        ? ?/sec
filter context decimal128 high selectivity (kept 1023/1024)                   1.02     49.0±1.07µs        ? ?/sec    1.00     48.2±1.20µs        ? ?/sec
filter context decimal128 low selectivity (kept 1/1024)                       1.02    240.1±5.24ns        ? ?/sec    1.00    234.3±5.10ns        ? ?/sec
filter context f32 (kept 1/2)                                                 1.13     87.8±0.98µs        ? ?/sec    1.00     77.8±0.57µs        ? ?/sec
filter context f32 high selectivity (kept 1023/1024)                          1.07     10.6±0.31µs        ? ?/sec    1.00      9.9±0.33µs        ? ?/sec
filter context f32 low selectivity (kept 1/1024)                              1.00    430.4±6.36ns        ? ?/sec    1.03    444.0±5.09ns        ? ?/sec
filter context fsb with value length 20 (kept 1/2)                            1.17     70.6±0.19µs        ? ?/sec    1.00     60.6±0.10µs        ? ?/sec
filter context fsb with value length 20 high selectivity (kept 1023/1024)     1.18     71.3±4.01µs        ? ?/sec    1.00     60.6±0.17µs        ? ?/sec
filter context fsb with value length 20 low selectivity (kept 1/1024)         1.17     70.6±0.47µs        ? ?/sec    1.00     60.5±0.08µs        ? ?/sec
filter context fsb with value length 5 (kept 1/2)                             1.16     70.6±0.64µs        ? ?/sec    1.00     60.8±0.86µs        ? ?/sec
filter context fsb with value length 5 high selectivity (kept 1023/1024)      1.16     70.6±0.39µs        ? ?/sec    1.00     60.6±0.67µs        ? ?/sec
filter context fsb with value length 5 low selectivity (kept 1/1024)          1.16     70.5±0.17µs        ? ?/sec    1.00     60.6±0.37µs        ? ?/sec
filter context fsb with value length 50 (kept 1/2)                            1.17     70.8±1.45µs        ? ?/sec    1.00     60.7±0.62µs        ? ?/sec
filter context fsb with value length 50 high selectivity (kept 1023/1024)     1.16     70.6±0.31µs        ? ?/sec    1.00     60.7±0.70µs        ? ?/sec
filter context fsb with value length 50 low selectivity (kept 1/1024)         1.16     70.7±0.28µs        ? ?/sec    1.00     60.7±0.55µs        ? ?/sec
filter context i32 (kept 1/2)                                                 1.00     16.3±0.12µs        ? ?/sec    1.01     16.5±0.06µs        ? ?/sec
filter context i32 high selectivity (kept 1023/1024)                          1.00      6.3±0.27µs        ? ?/sec    1.06      6.7±0.46µs        ? ?/sec
filter context i32 low selectivity (kept 1/1024)                              1.02    227.7±5.52ns        ? ?/sec    1.00    224.0±4.74ns        ? ?/sec
filter context i32 w NULLs (kept 1/2)                                         1.13     87.8±1.17µs        ? ?/sec    1.00     77.8±0.95µs        ? ?/sec
filter context i32 w NULLs high selectivity (kept 1023/1024)                  1.04     10.1±0.43µs        ? ?/sec    1.00      9.7±0.42µs        ? ?/sec
filter context i32 w NULLs low selectivity (kept 1/1024)                      1.00    428.6±6.84ns        ? ?/sec    1.03    443.3±4.98ns        ? ?/sec
filter context mixed string view (kept 1/2)                                   1.08    113.5±2.53µs        ? ?/sec    1.00    105.2±5.66µs        ? ?/sec
filter context mixed string view high selectivity (kept 1023/1024)            1.00     54.0±1.76µs        ? ?/sec    1.01     54.3±1.63µs        ? ?/sec
filter context mixed string view low selectivity (kept 1/1024)                1.00    612.8±4.81ns        ? ?/sec    1.02   627.0±10.57ns        ? ?/sec
filter context short string view (kept 1/2)                                   1.08    114.3±3.73µs        ? ?/sec    1.00    105.5±3.98µs        ? ?/sec
filter context short string view high selectivity (kept 1023/1024)            1.00     53.2±1.21µs        ? ?/sec    1.00     53.4±1.57µs        ? ?/sec
filter context short string view low selectivity (kept 1/1024)                1.00    476.3±4.36ns        ? ?/sec    1.04    495.8±7.57ns        ? ?/sec
filter context string (kept 1/2)                                              1.00   579.2±10.23µs        ? ?/sec    1.00   580.1±14.84µs        ? ?/sec
filter context string dictionary (kept 1/2)                                   1.00     16.8±0.15µs        ? ?/sec    1.00     16.8±0.16µs        ? ?/sec
filter context string dictionary high selectivity (kept 1023/1024)            1.02      7.3±0.32µs        ? ?/sec    1.00      7.1±0.27µs        ? ?/sec
filter context string dictionary low selectivity (kept 1/1024)                1.00    636.8±6.01ns        ? ?/sec    1.03    656.5±9.75ns        ? ?/sec
filter context string dictionary w NULLs (kept 1/2)                           1.13     88.2±1.42µs        ? ?/sec    1.00     78.4±1.23µs        ? ?/sec
filter context string dictionary w NULLs high selectivity (kept 1023/1024)    1.02     10.5±0.49µs        ? ?/sec    1.00     10.3±0.31µs        ? ?/sec
filter context string dictionary w NULLs low selectivity (kept 1/1024)        1.00    848.4±9.10ns        ? ?/sec    1.03    876.2±5.26ns        ? ?/sec
filter context string high selectivity (kept 1023/1024)                       1.00   636.2±14.26µs        ? ?/sec    1.06   673.6±12.10µs        ? ?/sec
filter context string low selectivity (kept 1/1024)                           1.02    901.6±7.00ns        ? ?/sec    1.00    884.4±6.99ns        ? ?/sec
filter context u8 (kept 1/2)                                                  1.00     15.0±0.04µs        ? ?/sec    1.00     15.0±0.12µs        ? ?/sec
filter context u8 high selectivity (kept 1023/1024)                           1.12      2.0±0.01µs        ? ?/sec    1.00  1798.6±16.49ns        ? ?/sec
filter context u8 low selectivity (kept 1/1024)                               1.01    221.4±5.81ns        ? ?/sec    1.00    219.9±4.72ns        ? ?/sec
filter context u8 w NULLs (kept 1/2)                                          1.14     86.1±1.17µs        ? ?/sec    1.00     75.8±0.12µs        ? ?/sec
filter context u8 w NULLs high selectivity (kept 1023/1024)                   1.06      5.4±0.02µs        ? ?/sec    1.00      5.1±0.05µs        ? ?/sec
filter context u8 w NULLs low selectivity (kept 1/1024)                       1.00    420.5±5.97ns        ? ?/sec    1.05    441.8±6.72ns        ? ?/sec
filter decimal128 (kept 1/2)                                                  1.62     90.6±0.59µs        ? ?/sec    1.00     55.9±1.33µs        ? ?/sec
filter decimal128 high selectivity (kept 1023/1024)                           1.00     50.4±0.73µs        ? ?/sec    1.01     50.9±1.22µs        ? ?/sec
filter decimal128 low selectivity (kept 1/1024)                               1.00      2.5±0.01µs        ? ?/sec    1.19      3.0±0.01µs        ? ?/sec
filter f32 (kept 1/2)                                                         1.16    190.0±0.53µs        ? ?/sec    1.00    164.2±0.33µs        ? ?/sec
filter fsb with value length 20 (kept 1/2)                                    1.02    146.5±1.86µs        ? ?/sec    1.00    143.7±0.53µs        ? ?/sec
filter fsb with value length 20 high selectivity (kept 1023/1024)             1.00     67.2±0.65µs        ? ?/sec    1.03     69.3±2.39µs        ? ?/sec
filter fsb with value length 20 low selectivity (kept 1/1024)                 1.60      4.3±0.04µs        ? ?/sec    1.00      2.7±0.01µs        ? ?/sec
filter fsb with value length 5 (kept 1/2)                                     1.05    149.1±0.88µs        ? ?/sec    1.00    141.3±0.47µs        ? ?/sec
filter fsb with value length 5 high selectivity (kept 1023/1024)              1.00     10.0±0.59µs        ? ?/sec    1.11     11.1±0.71µs        ? ?/sec
filter fsb with value length 5 low selectivity (kept 1/1024)                  1.59      4.2±0.04µs        ? ?/sec    1.00      2.6±0.01µs        ? ?/sec
filter fsb with value length 50 (kept 1/2)                                    1.11    172.8±5.48µs        ? ?/sec    1.00    155.7±1.69µs        ? ?/sec
filter fsb with value length 50 high selectivity (kept 1023/1024)             1.05    222.8±8.75µs        ? ?/sec    1.00   212.0±12.62µs        ? ?/sec
filter fsb with value length 50 low selectivity (kept 1/1024)                 1.61      4.3±0.05µs        ? ?/sec    1.00      2.7±0.03µs        ? ?/sec
filter i32 (kept 1/2)                                                         1.65     88.4±0.74µs        ? ?/sec    1.00     53.6±0.08µs        ? ?/sec
filter i32 high selectivity (kept 1023/1024)                                  1.00      7.6±0.47µs        ? ?/sec    1.12      8.6±0.30µs        ? ?/sec
filter i32 low selectivity (kept 1/1024)                                      1.00      2.4±0.01µs        ? ?/sec    1.20      2.9±0.03µs        ? ?/sec
filter optimize (kept 1/2)                                                    1.00     34.9±0.27µs        ? ?/sec    1.02     35.7±0.07µs        ? ?/sec
filter optimize high selectivity (kept 1023/1024)                             1.00      2.6±0.02µs        ? ?/sec    1.08      2.8±0.01µs        ? ?/sec
filter optimize low selectivity (kept 1/1024)                                 1.00   1270.7±4.23ns        ? ?/sec    1.99      2.5±0.01µs        ? ?/sec
filter run array (kept 1/2)                                                   1.10    493.9±1.68µs        ? ?/sec    1.00    448.8±6.21µs        ? ?/sec
filter run array high selectivity (kept 1023/1024)                            1.01    481.3±2.09µs        ? ?/sec    1.00    477.8±5.76µs        ? ?/sec
filter run array low selectivity (kept 1/1024)                                1.01    369.2±1.30µs        ? ?/sec    1.00    364.2±3.46µs        ? ?/sec
filter single record batch                                                    1.68     88.3±0.79µs        ? ?/sec    1.00     52.6±0.57µs        ? ?/sec
filter u8 (kept 1/2)                                                          2.22     80.1±0.64µs        ? ?/sec    1.00     36.0±0.06µs        ? ?/sec
filter u8 high selectivity (kept 1023/1024)                                   1.00      3.2±0.02µs        ? ?/sec    1.18      3.7±0.02µs        ? ?/sec
filter u8 low selectivity (kept 1/1024)                                       1.00      2.5±0.02µs        ? ?/sec    1.18      3.0±0.10µs        ? ?/sec

Dandandan · 2026-02-14T11:29:40Z

run benchmark filter_kernels

alamb-ghbot · 2026-02-14T11:29:46Z

🤖 ./gh_compare_arrow.sh gh_compare_arrow.sh Running
Linux aal-dev 6.14.0-1018-gcp #19~24.04.1-Ubuntu SMP Wed Sep 24 23:23:09 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
Comparing implement_fold (ea57375) to d6168e5 diff
BENCH_NAME=filter_kernels
BENCH_COMMAND=cargo bench --features=arrow,async,test_common,experimental,object_store --bench filter_kernels
BENCH_FILTER=
BENCH_BRANCH_NAME=implement_fold
Results will be posted here when complete

alamb-ghbot · 2026-02-14T11:54:14Z

🤖: Benchmark completed

Details

group                                                                         implement_fold                         main
-----                                                                         --------------                         ----
filter context decimal128 (kept 1/2)                                          1.01     45.1±5.71µs        ? ?/sec    1.00     44.8±5.65µs        ? ?/sec
filter context decimal128 high selectivity (kept 1023/1024)                   1.08     52.9±1.64µs        ? ?/sec    1.00     49.2±1.16µs        ? ?/sec
filter context decimal128 low selectivity (kept 1/1024)                       1.00    229.9±2.98ns        ? ?/sec    1.00    229.0±8.83ns        ? ?/sec
filter context f32 (kept 1/2)                                                 1.13     87.4±0.19µs        ? ?/sec    1.00     77.5±0.49µs        ? ?/sec
filter context f32 high selectivity (kept 1023/1024)                          1.04     10.3±0.38µs        ? ?/sec    1.00      9.9±0.36µs        ? ?/sec
filter context f32 low selectivity (kept 1/1024)                              1.00    441.3±1.54ns        ? ?/sec    1.01   446.7±32.56ns        ? ?/sec
filter context fsb with value length 20 (kept 1/2)                            1.17     70.8±0.46µs        ? ?/sec    1.00     60.5±0.23µs        ? ?/sec
filter context fsb with value length 20 high selectivity (kept 1023/1024)     1.17     70.7±0.40µs        ? ?/sec    1.00     60.5±0.21µs        ? ?/sec
filter context fsb with value length 20 low selectivity (kept 1/1024)         1.17     70.7±0.33µs        ? ?/sec    1.00     60.6±0.29µs        ? ?/sec
filter context fsb with value length 5 (kept 1/2)                             1.16     70.7±0.19µs        ? ?/sec    1.00     60.7±0.78µs        ? ?/sec
filter context fsb with value length 5 high selectivity (kept 1023/1024)      1.17     70.7±0.19µs        ? ?/sec    1.00     60.6±0.79µs        ? ?/sec
filter context fsb with value length 5 low selectivity (kept 1/1024)          1.17     70.6±0.22µs        ? ?/sec    1.00     60.5±0.11µs        ? ?/sec
filter context fsb with value length 50 (kept 1/2)                            1.16     70.6±0.40µs        ? ?/sec    1.00     60.6±0.60µs        ? ?/sec
filter context fsb with value length 50 high selectivity (kept 1023/1024)     1.17     70.6±0.39µs        ? ?/sec    1.00     60.6±0.21µs        ? ?/sec
filter context fsb with value length 50 low selectivity (kept 1/1024)         1.17     70.6±0.16µs        ? ?/sec    1.00     60.6±0.18µs        ? ?/sec
filter context i32 (kept 1/2)                                                 1.00     16.4±0.06µs        ? ?/sec    1.02     16.7±0.10µs        ? ?/sec
filter context i32 high selectivity (kept 1023/1024)                          1.00      6.4±0.51µs        ? ?/sec    1.00      6.4±0.24µs        ? ?/sec
filter context i32 low selectivity (kept 1/1024)                              1.02    223.4±1.22ns        ? ?/sec    1.00    219.2±1.39ns        ? ?/sec
filter context i32 w NULLs (kept 1/2)                                         1.13     88.0±2.39µs        ? ?/sec    1.00     77.7±0.89µs        ? ?/sec
filter context i32 w NULLs high selectivity (kept 1023/1024)                  1.01      9.7±0.35µs        ? ?/sec    1.00      9.7±0.29µs        ? ?/sec
filter context i32 w NULLs low selectivity (kept 1/1024)                      1.00    443.4±2.20ns        ? ?/sec    1.00   443.1±14.13ns        ? ?/sec
filter context mixed string view (kept 1/2)                                   1.17    120.7±6.89µs        ? ?/sec    1.00    103.5±2.86µs        ? ?/sec
filter context mixed string view high selectivity (kept 1023/1024)            1.01     55.4±1.32µs        ? ?/sec    1.00     54.9±1.93µs        ? ?/sec
filter context mixed string view low selectivity (kept 1/1024)                1.00    622.4±4.78ns        ? ?/sec    1.00    625.2±5.69ns        ? ?/sec
filter context short string view (kept 1/2)                                   1.20    122.5±6.18µs        ? ?/sec    1.00    102.2±1.01µs        ? ?/sec
filter context short string view high selectivity (kept 1023/1024)            1.00     55.2±2.16µs        ? ?/sec    1.01     56.1±1.53µs        ? ?/sec
filter context short string view low selectivity (kept 1/1024)                1.00    497.4±4.61ns        ? ?/sec    1.00    496.9±4.46ns        ? ?/sec
filter context string (kept 1/2)                                              1.02   582.8±28.57µs        ? ?/sec    1.00    571.0±9.04µs        ? ?/sec
filter context string dictionary (kept 1/2)                                   1.00     16.9±0.06µs        ? ?/sec    1.00     16.9±0.35µs        ? ?/sec
filter context string dictionary high selectivity (kept 1023/1024)            1.05      7.3±0.29µs        ? ?/sec    1.00      6.9±0.30µs        ? ?/sec
filter context string dictionary low selectivity (kept 1/1024)                1.01    653.0±8.19ns        ? ?/sec    1.00    649.2±6.28ns        ? ?/sec
filter context string dictionary w NULLs (kept 1/2)                           1.13     88.5±0.60µs        ? ?/sec    1.00     78.7±2.79µs        ? ?/sec
filter context string dictionary w NULLs high selectivity (kept 1023/1024)    1.03     10.8±0.32µs        ? ?/sec    1.00     10.5±0.27µs        ? ?/sec
filter context string dictionary w NULLs low selectivity (kept 1/1024)        1.01   880.6±10.27ns        ? ?/sec    1.00    873.1±7.08ns        ? ?/sec
filter context string high selectivity (kept 1023/1024)                       1.00   669.0±13.30µs        ? ?/sec    1.02   685.1±16.07µs        ? ?/sec
filter context string low selectivity (kept 1/1024)                           1.00   881.3±16.42ns        ? ?/sec    1.01    888.4±3.91ns        ? ?/sec
filter context u8 (kept 1/2)                                                  1.00     14.9±0.11µs        ? ?/sec    1.00     15.0±0.13µs        ? ?/sec
filter context u8 high selectivity (kept 1023/1024)                           1.13      2.0±0.02µs        ? ?/sec    1.00  1798.1±12.55ns        ? ?/sec
filter context u8 low selectivity (kept 1/1024)                               1.01    217.8±0.75ns        ? ?/sec    1.00    216.3±0.91ns        ? ?/sec
filter context u8 w NULLs (kept 1/2)                                          1.14     86.2±0.92µs        ? ?/sec    1.00     75.9±0.35µs        ? ?/sec
filter context u8 w NULLs high selectivity (kept 1023/1024)                   1.00      5.1±0.03µs        ? ?/sec    1.02      5.2±0.02µs        ? ?/sec
filter context u8 w NULLs low selectivity (kept 1/1024)                       1.00    436.4±3.98ns        ? ?/sec    1.00    438.0±1.75ns        ? ?/sec
filter decimal128 (kept 1/2)                                                  1.00     42.2±5.21µs        ? ?/sec    1.36     57.2±2.79µs        ? ?/sec
filter decimal128 high selectivity (kept 1023/1024)                           1.00     51.3±1.75µs        ? ?/sec    1.03     52.9±1.54µs        ? ?/sec
filter decimal128 low selectivity (kept 1/1024)                               1.00  1836.0±15.36ns        ? ?/sec    1.61      3.0±0.03µs        ? ?/sec
filter f32 (kept 1/2)                                                         1.00    117.7±0.18µs        ? ?/sec    1.40    164.4±1.49µs        ? ?/sec
filter fsb with value length 20 (kept 1/2)                                    1.00    116.3±0.57µs        ? ?/sec    1.24    144.2±1.69µs        ? ?/sec
filter fsb with value length 20 high selectivity (kept 1023/1024)             1.00     69.0±2.78µs        ? ?/sec    1.03     71.3±2.97µs        ? ?/sec
filter fsb with value length 20 low selectivity (kept 1/1024)                 1.00      2.1±0.03µs        ? ?/sec    1.23      2.6±0.02µs        ? ?/sec
filter fsb with value length 5 (kept 1/2)                                     1.00    122.9±1.15µs        ? ?/sec    1.15    141.4±1.59µs        ? ?/sec
filter fsb with value length 5 high selectivity (kept 1023/1024)              1.00     10.2±0.60µs        ? ?/sec    1.08     11.1±0.57µs        ? ?/sec
filter fsb with value length 5 low selectivity (kept 1/1024)                  1.00      2.1±0.01µs        ? ?/sec    1.25      2.6±0.03µs        ? ?/sec
filter fsb with value length 50 (kept 1/2)                                    1.00   142.7±10.63µs        ? ?/sec    1.11    157.8±6.45µs        ? ?/sec
filter fsb with value length 50 high selectivity (kept 1023/1024)             1.03    211.8±5.70µs        ? ?/sec    1.00    204.7±5.36µs        ? ?/sec
filter fsb with value length 50 low selectivity (kept 1/1024)                 1.00      2.1±0.01µs        ? ?/sec    1.25      2.6±0.02µs        ? ?/sec
filter i32 (kept 1/2)                                                         1.00     29.4±0.09µs        ? ?/sec    1.82     53.6±0.06µs        ? ?/sec
filter i32 high selectivity (kept 1023/1024)                                  1.00      7.4±0.38µs        ? ?/sec    1.16      8.7±0.37µs        ? ?/sec
filter i32 low selectivity (kept 1/1024)                                      1.00  1783.6±11.65ns        ? ?/sec    1.64      2.9±0.02µs        ? ?/sec
filter optimize (kept 1/2)                                                    1.00     32.9±0.77µs        ? ?/sec    1.09     35.8±0.20µs        ? ?/sec
filter optimize high selectivity (kept 1023/1024)                             1.00      2.6±0.01µs        ? ?/sec    1.07      2.7±0.02µs        ? ?/sec
filter optimize low selectivity (kept 1/1024)                                 1.00   1496.9±3.60ns        ? ?/sec    1.69      2.5±0.01µs        ? ?/sec
filter run array (kept 1/2)                                                   1.02    456.1±1.69µs        ? ?/sec    1.00    449.3±7.12µs        ? ?/sec
filter run array high selectivity (kept 1023/1024)                            1.03    494.4±1.61µs        ? ?/sec    1.00    479.3±2.45µs        ? ?/sec
filter run array low selectivity (kept 1/1024)                                1.03    380.2±1.50µs        ? ?/sec    1.00   369.5±29.90µs        ? ?/sec
filter single record batch                                                    1.00     28.9±0.07µs        ? ?/sec    1.82     52.6±0.18µs        ? ?/sec
filter u8 (kept 1/2)                                                          1.00     28.8±0.05µs        ? ?/sec    1.25     36.0±0.18µs        ? ?/sec
filter u8 high selectivity (kept 1023/1024)                                   1.00      2.9±0.01µs        ? ?/sec    1.28      3.8±0.06µs        ? ?/sec
filter u8 low selectivity (kept 1/1024)                                       1.00  1834.0±12.41ns        ? ?/sec    1.62      3.0±0.05µs        ? ?/sec

Dandandan · 2026-02-14T12:52:48Z

run benchmark arrow_reader_clickbench

alamb-ghbot · 2026-02-14T12:52:55Z

🤖 ./gh_compare_arrow.sh gh_compare_arrow.sh Running
Linux aal-dev 6.14.0-1018-gcp #19~24.04.1-Ubuntu SMP Wed Sep 24 23:23:09 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
Comparing implement_fold (ea57375) to d6168e5 diff
BENCH_NAME=arrow_reader_clickbench
BENCH_COMMAND=cargo bench --features=arrow,async,test_common,experimental,object_store --bench arrow_reader_clickbench
BENCH_FILTER=
BENCH_BRANCH_NAME=implement_fold
Results will be posted here when complete

alamb-ghbot · 2026-02-14T13:29:14Z

🤖: Benchmark completed

Details

group                                             implement_fold                         main
-----                                             --------------                         ----
arrow_reader_clickbench/async/Q1                  1.00      2.3±0.01ms        ? ?/sec    1.01      2.3±0.01ms        ? ?/sec
arrow_reader_clickbench/async/Q10                 1.00     11.1±0.25ms        ? ?/sec    1.01     11.2±0.23ms        ? ?/sec
arrow_reader_clickbench/async/Q11                 1.00     12.9±0.38ms        ? ?/sec    1.00     12.9±0.29ms        ? ?/sec
arrow_reader_clickbench/async/Q12                 1.00     22.6±0.23ms        ? ?/sec    1.01     22.7±0.18ms        ? ?/sec
arrow_reader_clickbench/async/Q13                 1.00     28.1±0.24ms        ? ?/sec    1.00     28.0±0.24ms        ? ?/sec
arrow_reader_clickbench/async/Q14                 1.00     25.4±0.30ms        ? ?/sec    1.00     25.4±0.28ms        ? ?/sec
arrow_reader_clickbench/async/Q19                 1.00      5.5±0.13ms        ? ?/sec    1.02      5.6±0.14ms        ? ?/sec
arrow_reader_clickbench/async/Q20                 1.27    156.5±1.52ms        ? ?/sec    1.00   123.7±10.74ms        ? ?/sec
arrow_reader_clickbench/async/Q21                 1.01    164.2±0.85ms        ? ?/sec    1.00    163.1±1.30ms        ? ?/sec
arrow_reader_clickbench/async/Q22                 1.00   245.0±21.30ms        ? ?/sec    1.27   311.9±23.11ms        ? ?/sec
arrow_reader_clickbench/async/Q23                 1.01    407.1±2.19ms        ? ?/sec    1.00    403.1±9.80ms        ? ?/sec
arrow_reader_clickbench/async/Q24                 1.00     31.4±0.29ms        ? ?/sec    1.00     31.3±0.24ms        ? ?/sec
arrow_reader_clickbench/async/Q27                 1.02     99.6±0.66ms        ? ?/sec    1.00     98.0±0.73ms        ? ?/sec
arrow_reader_clickbench/async/Q28                 1.02     97.1±1.04ms        ? ?/sec    1.00     95.5±0.68ms        ? ?/sec
arrow_reader_clickbench/async/Q30                 1.01     28.1±0.36ms        ? ?/sec    1.00     27.8±0.25ms        ? ?/sec
arrow_reader_clickbench/async/Q36                 1.01    117.7±0.56ms        ? ?/sec    1.00    116.1±1.33ms        ? ?/sec
arrow_reader_clickbench/async/Q37                 1.02     93.0±0.43ms        ? ?/sec    1.00     91.4±0.70ms        ? ?/sec
arrow_reader_clickbench/async/Q38                 1.00     35.3±0.42ms        ? ?/sec    1.00     35.2±0.27ms        ? ?/sec
arrow_reader_clickbench/async/Q39                 1.02     46.0±0.44ms        ? ?/sec    1.00     45.3±0.28ms        ? ?/sec
arrow_reader_clickbench/async/Q40                 1.00     40.0±0.66ms        ? ?/sec    1.01     40.3±0.73ms        ? ?/sec
arrow_reader_clickbench/async/Q41                 1.00     29.3±0.18ms        ? ?/sec    1.01     29.5±0.37ms        ? ?/sec
arrow_reader_clickbench/async/Q42                 1.01     11.2±0.42ms        ? ?/sec    1.00     11.1±0.15ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q1     1.01      2.3±0.04ms        ? ?/sec    1.00      2.3±0.05ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q10    1.00     10.7±0.22ms        ? ?/sec    1.02     11.0±0.30ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q11    1.00     12.3±0.26ms        ? ?/sec    1.01     12.4±0.33ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q12    1.00     22.3±0.22ms        ? ?/sec    1.00     22.2±0.40ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q13    1.01     27.3±0.26ms        ? ?/sec    1.00     27.1±0.42ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q14    1.02     25.0±0.24ms        ? ?/sec    1.00     24.6±0.26ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q19    1.00      5.1±0.10ms        ? ?/sec    1.01      5.1±0.07ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q20    1.02    109.6±1.11ms        ? ?/sec    1.00    107.8±0.87ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q21    1.02    125.8±0.55ms        ? ?/sec    1.00    123.2±1.38ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q22    1.03    231.9±1.67ms        ? ?/sec    1.00    226.1±1.54ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q23    1.05    362.5±5.07ms        ? ?/sec    1.00    345.1±7.27ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q24    1.00     30.0±0.34ms        ? ?/sec    1.03     31.0±0.55ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q27    1.02     95.3±0.75ms        ? ?/sec    1.00     93.1±0.45ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q28    1.01     92.7±0.43ms        ? ?/sec    1.00     91.5±0.59ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q30    1.00     26.6±0.37ms        ? ?/sec    1.01     26.9±0.20ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q36    1.01    112.4±0.63ms        ? ?/sec    1.00    111.0±0.65ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q37    1.01     89.1±0.53ms        ? ?/sec    1.00     88.1±0.78ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q38    1.00     32.1±0.44ms        ? ?/sec    1.00     32.1±0.20ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q39    1.00     40.8±0.42ms        ? ?/sec    1.00     40.6±0.31ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q40    1.00     38.3±0.39ms        ? ?/sec    1.01     38.5±0.50ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q41    1.00     27.5±0.29ms        ? ?/sec    1.02     28.1±0.64ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q42    1.00     10.3±0.10ms        ? ?/sec    1.02     10.5±0.12ms        ? ?/sec
arrow_reader_clickbench/sync/Q1                   1.00  1970.0±30.31µs        ? ?/sec    1.01   1987.6±8.14µs        ? ?/sec
arrow_reader_clickbench/sync/Q10                  1.00      7.5±0.06ms        ? ?/sec    1.02      7.6±0.19ms        ? ?/sec
arrow_reader_clickbench/sync/Q11                  1.00      8.9±0.11ms        ? ?/sec    1.02      9.1±0.19ms        ? ?/sec
arrow_reader_clickbench/sync/Q12                  1.01     29.5±0.92ms        ? ?/sec    1.00     29.1±1.35ms        ? ?/sec
arrow_reader_clickbench/sync/Q13                  1.30     44.0±0.88ms        ? ?/sec    1.00     33.8±0.65ms        ? ?/sec
arrow_reader_clickbench/sync/Q14                  1.00     31.2±0.24ms        ? ?/sec    1.24     38.8±0.91ms        ? ?/sec
arrow_reader_clickbench/sync/Q19                  1.01      4.2±0.03ms        ? ?/sec    1.00      4.2±0.03ms        ? ?/sec
arrow_reader_clickbench/sync/Q20                  1.01    177.2±1.20ms        ? ?/sec    1.00    175.0±1.27ms        ? ?/sec
arrow_reader_clickbench/sync/Q21                  1.02    230.2±4.88ms        ? ?/sec    1.00    226.2±5.62ms        ? ?/sec
arrow_reader_clickbench/sync/Q22                  1.02    478.3±4.04ms        ? ?/sec    1.00    469.7±2.15ms        ? ?/sec
arrow_reader_clickbench/sync/Q23                  1.01   441.8±19.05ms        ? ?/sec    1.00   438.6±16.89ms        ? ?/sec
arrow_reader_clickbench/sync/Q24                  1.00     39.5±0.38ms        ? ?/sec    1.00     39.5±0.45ms        ? ?/sec
arrow_reader_clickbench/sync/Q27                  1.02    153.5±1.32ms        ? ?/sec    1.00    150.2±0.83ms        ? ?/sec
arrow_reader_clickbench/sync/Q28                  1.02    146.5±0.78ms        ? ?/sec    1.00    144.3±1.21ms        ? ?/sec
arrow_reader_clickbench/sync/Q30                  1.00     27.9±0.33ms        ? ?/sec    1.00     27.9±0.26ms        ? ?/sec
arrow_reader_clickbench/sync/Q36                  1.01    151.4±1.50ms        ? ?/sec    1.00    149.4±1.03ms        ? ?/sec
arrow_reader_clickbench/sync/Q37                  1.01     85.2±0.70ms        ? ?/sec    1.00     84.5±1.31ms        ? ?/sec
arrow_reader_clickbench/sync/Q38                  1.01     28.2±0.13ms        ? ?/sec    1.00     28.0±0.21ms        ? ?/sec
arrow_reader_clickbench/sync/Q39                  1.01     33.6±0.35ms        ? ?/sec    1.00     33.2±0.63ms        ? ?/sec
arrow_reader_clickbench/sync/Q40                  1.02     26.6±0.24ms        ? ?/sec    1.00     26.0±0.75ms        ? ?/sec
arrow_reader_clickbench/sync/Q41                  1.01     28.0±0.59ms        ? ?/sec    1.00     27.6±0.39ms        ? ?/sec
arrow_reader_clickbench/sync/Q42                  1.00     11.7±0.11ms        ? ?/sec    1.00     11.7±0.07ms        ? ?/sec

Implement fold for iterators

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github-actions bot added the arrow Changes to the arrow crate label Feb 14, 2026

Dandandan added 2 commits February 14, 2026 09:09

Implement fold for iterators

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Implement fold for iterators

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Dandandan added 2 commits February 14, 2026 09:35

Implement fold for iterators

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Implement fold for iterators

420d8ba

Implement fold for iterators

9e4c209

Dandandan added 3 commits February 14, 2026 11:42

Revert "Implement fold for iterators"

5659ca9

This reverts commit 9e4c209.

Implement fold for iterators

888d3da

Implement fold for iterators

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Dandandan commented Feb 14, 2026 •

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