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perf(parquet): Defer fixed length byte array buffer alloc and skip zero-batch init#9756

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alamb merged 1 commit intoapache:mainfrom
lyang24:prealloc_follow_ups
Apr 22, 2026
Merged

perf(parquet): Defer fixed length byte array buffer alloc and skip zero-batch init#9756
alamb merged 1 commit intoapache:mainfrom
lyang24:prealloc_follow_ups

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@lyang24 lyang24 commented Apr 17, 2026

  • follow ups from [Parquet] perf: preallocate capacity for ArrayReaderBuilder #9093

  • FixedLenByteArrayBuffer: preserve the value-count hint in with_capacity and defer the buffer allocation to the first ValueDecoder::read, when byte_length is known. This lets the buffer be sized exactly once (values_capacity * byte_length) instead of growing incrementally from Vec::new().

  • RecordReader::read_one_batch: short-circuit with Ok(0) when batch_size == 0 to avoid the lazy buffer init on an end-of-stream read.

- FixedLenByteArrayBuffer: preserve the value-count hint in
  `with_capacity` and defer the buffer allocation to the first
  `ValueDecoder::read`, when `byte_length` is known. This lets the
  buffer be sized exactly once (`values_capacity * byte_length`)
  instead of growing incrementally from `Vec::new()`.
- RecordReader::read_one_batch: short-circuit with `Ok(0)` when
  `batch_size == 0` to avoid the lazy buffer init on an end-of-stream
  read.

Signed-off-by: lyang24 <lanqingy93@gmail.com>
@github-actions github-actions Bot added the parquet Changes to the parquet crate label Apr 17, 2026
@lyang24 lyang24 changed the title perf(parquet): Fixed length byte array reader preallocate after first read and reduce allocs perf(parquet): Defer fixed length byte array buffer alloc and skip zero-batch init Apr 17, 2026
@alamb
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alamb commented Apr 22, 2026

run benchmark arrow_reader

@alamb
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alamb commented Apr 22, 2026

run benchmark arrow_reader_clickbench

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THank you @lyang24 -- this looks good to me;

@adriangbot
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🤖 Arrow criterion benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4293466565-1731-kqmj5 6.12.55+ #1 SMP Sun Feb 1 08:59:41 UTC 2026 aarch64 GNU/Linux

CPU Details (lscpu)
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

Comparing prealloc_follow_ups (892a3aa) to 51b02f1 (merge-base) diff
BENCH_NAME=arrow_reader
BENCH_COMMAND=cargo bench --features=arrow,async,test_common,experimental,object_store --bench arrow_reader
BENCH_FILTER=
Results will be posted here when complete


File an issue against this benchmark runner

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🤖 Arrow criterion benchmark running (GKE) | trigger
Instance: c4a-highmem-16 (12 vCPU / 65 GiB) | Linux bench-c4293466956-1732-flnhk 6.12.55+ #1 SMP Sun Feb 1 08:59:41 UTC 2026 aarch64 GNU/Linux

CPU Details (lscpu)
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

Comparing prealloc_follow_ups (892a3aa) to 51b02f1 (merge-base) diff
BENCH_NAME=arrow_reader_clickbench
BENCH_COMMAND=cargo bench --features=arrow,async,test_common,experimental,object_store --bench arrow_reader_clickbench
BENCH_FILTER=
Results will be posted here when complete


File an issue against this benchmark runner

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🤖 Arrow criterion benchmark completed (GKE) | trigger

Instance: c4a-highmem-16 (12 vCPU / 65 GiB)

CPU Details (lscpu)
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

group                                             main                                   prealloc_follow_ups
-----                                             ----                                   -------------------
arrow_reader_clickbench/async/Q1                  1.01   1080.2±4.73µs        ? ?/sec    1.00   1073.3±3.06µs        ? ?/sec
arrow_reader_clickbench/async/Q10                 1.01      6.5±0.03ms        ? ?/sec    1.00      6.4±0.03ms        ? ?/sec
arrow_reader_clickbench/async/Q11                 1.01      7.5±0.06ms        ? ?/sec    1.00      7.4±0.04ms        ? ?/sec
arrow_reader_clickbench/async/Q12                 1.02     14.4±0.08ms        ? ?/sec    1.00     14.1±0.05ms        ? ?/sec
arrow_reader_clickbench/async/Q13                 1.03     17.1±0.09ms        ? ?/sec    1.00     16.6±0.08ms        ? ?/sec
arrow_reader_clickbench/async/Q14                 1.02     16.0±0.10ms        ? ?/sec    1.00     15.6±0.06ms        ? ?/sec
arrow_reader_clickbench/async/Q19                 1.01      3.0±0.02ms        ? ?/sec    1.00      3.0±0.03ms        ? ?/sec
arrow_reader_clickbench/async/Q20                 1.00     72.7±0.47ms        ? ?/sec    1.16     84.1±9.49ms        ? ?/sec
arrow_reader_clickbench/async/Q21                 1.00     81.6±0.56ms        ? ?/sec    1.27    103.4±1.14ms        ? ?/sec
arrow_reader_clickbench/async/Q22                 1.00    114.5±1.78ms        ? ?/sec    1.16    132.4±6.23ms        ? ?/sec
arrow_reader_clickbench/async/Q23                 1.05    250.7±2.57ms        ? ?/sec    1.00    238.3±1.11ms        ? ?/sec
arrow_reader_clickbench/async/Q24                 1.01     19.1±0.11ms        ? ?/sec    1.00     18.9±0.08ms        ? ?/sec
arrow_reader_clickbench/async/Q27                 1.03     58.3±0.61ms        ? ?/sec    1.00     56.6±0.15ms        ? ?/sec
arrow_reader_clickbench/async/Q28                 1.04     59.1±0.70ms        ? ?/sec    1.00     56.7±0.15ms        ? ?/sec
arrow_reader_clickbench/async/Q30                 1.02     18.4±0.12ms        ? ?/sec    1.00     18.1±0.06ms        ? ?/sec
arrow_reader_clickbench/async/Q36                 1.05     15.2±0.33ms        ? ?/sec    1.00     14.5±0.15ms        ? ?/sec
arrow_reader_clickbench/async/Q37                 1.01      5.4±0.02ms        ? ?/sec    1.00      5.3±0.02ms        ? ?/sec
arrow_reader_clickbench/async/Q38                 1.05     13.6±0.26ms        ? ?/sec    1.00     13.0±0.13ms        ? ?/sec
arrow_reader_clickbench/async/Q39                 1.06     24.6±0.50ms        ? ?/sec    1.00     23.3±0.14ms        ? ?/sec
arrow_reader_clickbench/async/Q40                 1.02      5.6±0.04ms        ? ?/sec    1.00      5.5±0.04ms        ? ?/sec
arrow_reader_clickbench/async/Q41                 1.01      4.9±0.03ms        ? ?/sec    1.00      4.9±0.03ms        ? ?/sec
arrow_reader_clickbench/async/Q42                 1.01      3.5±0.01ms        ? ?/sec    1.00      3.4±0.02ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q1     1.01   1062.8±7.62µs        ? ?/sec    1.00   1052.7±5.09µs        ? ?/sec
arrow_reader_clickbench/async_object_store/Q10    1.01      6.3±0.05ms        ? ?/sec    1.00      6.3±0.05ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q11    1.00      7.2±0.04ms        ? ?/sec    1.00      7.2±0.04ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q12    1.01     14.2±0.08ms        ? ?/sec    1.00     14.1±0.07ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q13    1.01     16.7±0.10ms        ? ?/sec    1.00     16.5±0.07ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q14    1.01     15.6±0.09ms        ? ?/sec    1.00     15.5±0.08ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q19    1.01      2.9±0.02ms        ? ?/sec    1.00      2.8±0.02ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q20    1.03     72.4±0.63ms        ? ?/sec    1.00     70.3±0.18ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q21    1.03     81.2±0.57ms        ? ?/sec    1.00     78.7±0.23ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q22    1.04     99.1±0.66ms        ? ?/sec    1.00     95.6±0.15ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q23    1.07    240.9±0.67ms        ? ?/sec    1.00    226.1±0.48ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q24    1.01     18.9±0.15ms        ? ?/sec    1.00     18.8±0.09ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q27    1.02     56.9±0.65ms        ? ?/sec    1.00     56.0±0.19ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q28    1.03     57.7±0.67ms        ? ?/sec    1.00     56.0±0.22ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q30    1.01     18.0±0.12ms        ? ?/sec    1.00     17.8±0.11ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q36    1.00     14.5±0.22ms        ? ?/sec    1.01     14.6±0.18ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q37    1.00      5.3±0.02ms        ? ?/sec    1.00      5.2±0.02ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q38    1.01     12.7±0.26ms        ? ?/sec    1.00     12.6±0.22ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q39    1.03     23.3±0.44ms        ? ?/sec    1.00     22.6±0.19ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q40    1.03      5.4±0.04ms        ? ?/sec    1.00      5.3±0.04ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q41    1.02      4.7±0.03ms        ? ?/sec    1.00      4.6±0.02ms        ? ?/sec
arrow_reader_clickbench/async_object_store/Q42    1.00      3.3±0.02ms        ? ?/sec    1.00      3.3±0.01ms        ? ?/sec
arrow_reader_clickbench/sync/Q1                   1.00    874.1±1.62µs        ? ?/sec    1.00    872.2±2.81µs        ? ?/sec
arrow_reader_clickbench/sync/Q10                  1.00      5.0±0.01ms        ? ?/sec    1.00      5.0±0.01ms        ? ?/sec
arrow_reader_clickbench/sync/Q11                  1.01      6.0±0.03ms        ? ?/sec    1.00      5.9±0.02ms        ? ?/sec
arrow_reader_clickbench/sync/Q12                  1.02     21.7±0.22ms        ? ?/sec    1.00     21.2±0.04ms        ? ?/sec
arrow_reader_clickbench/sync/Q13                  1.02     24.3±0.23ms        ? ?/sec    1.00     23.8±0.12ms        ? ?/sec
arrow_reader_clickbench/sync/Q14                  1.02     23.0±0.22ms        ? ?/sec    1.00     22.6±0.11ms        ? ?/sec
arrow_reader_clickbench/sync/Q19                  1.01      2.6±0.02ms        ? ?/sec    1.00      2.6±0.02ms        ? ?/sec
arrow_reader_clickbench/sync/Q20                  1.03    122.8±0.39ms        ? ?/sec    1.00    118.8±0.20ms        ? ?/sec
arrow_reader_clickbench/sync/Q21                  1.08     98.4±0.41ms        ? ?/sec    1.00     90.9±0.11ms        ? ?/sec
arrow_reader_clickbench/sync/Q22                  1.03    143.1±0.37ms        ? ?/sec    1.00    138.5±0.37ms        ? ?/sec
arrow_reader_clickbench/sync/Q23                  1.00    288.2±2.98ms        ? ?/sec    1.00    288.3±8.92ms        ? ?/sec
arrow_reader_clickbench/sync/Q24                  1.01     26.4±0.22ms        ? ?/sec    1.00     26.1±0.11ms        ? ?/sec
arrow_reader_clickbench/sync/Q27                  1.04    109.4±0.27ms        ? ?/sec    1.00    105.3±0.27ms        ? ?/sec
arrow_reader_clickbench/sync/Q28                  1.05    107.8±0.20ms        ? ?/sec    1.00    102.7±0.24ms        ? ?/sec
arrow_reader_clickbench/sync/Q30                  1.02     18.4±0.26ms        ? ?/sec    1.00     18.1±0.08ms        ? ?/sec
arrow_reader_clickbench/sync/Q36                  1.01     21.8±0.10ms        ? ?/sec    1.00     21.6±0.06ms        ? ?/sec
arrow_reader_clickbench/sync/Q37                  1.01      6.7±0.04ms        ? ?/sec    1.00      6.7±0.01ms        ? ?/sec
arrow_reader_clickbench/sync/Q38                  1.02     11.3±0.10ms        ? ?/sec    1.00     11.2±0.06ms        ? ?/sec
arrow_reader_clickbench/sync/Q39                  1.03     20.6±0.10ms        ? ?/sec    1.00     20.1±0.11ms        ? ?/sec
arrow_reader_clickbench/sync/Q40                  1.03      5.1±0.07ms        ? ?/sec    1.00      5.0±0.02ms        ? ?/sec
arrow_reader_clickbench/sync/Q41                  1.03      5.6±0.07ms        ? ?/sec    1.00      5.4±0.02ms        ? ?/sec
arrow_reader_clickbench/sync/Q42                  1.00      4.2±0.02ms        ? ?/sec    1.00      4.2±0.02ms        ? ?/sec

Resource Usage

base (merge-base)

Metric Value
Wall time 785.2s
Peak memory 4.6 GiB
Avg memory 4.5 GiB
CPU user 705.6s
CPU sys 75.8s
Peak spill 0 B

branch

Metric Value
Wall time 785.2s
Peak memory 4.8 GiB
Avg memory 4.7 GiB
CPU user 715.8s
CPU sys 68.3s
Peak spill 0 B

File an issue against this benchmark runner

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🤖 Arrow criterion benchmark completed (GKE) | trigger

Instance: c4a-highmem-16 (12 vCPU / 65 GiB)

CPU Details (lscpu)
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

group                                                                                                      main                                   prealloc_follow_ups
-----                                                                                                      ----                                   -------------------
arrow_array_reader/BYTE_ARRAY/Decimal128Array/plain encoded, mandatory, no NULLs                           1.00   833.6±10.04µs        ? ?/sec    1.00    831.9±9.28µs        ? ?/sec
arrow_array_reader/BYTE_ARRAY/Decimal128Array/plain encoded, optional, half NULLs                          1.00    945.0±4.67µs        ? ?/sec    1.00    944.6±4.92µs        ? ?/sec
arrow_array_reader/BYTE_ARRAY/Decimal128Array/plain encoded, optional, no NULLs                            1.00    837.8±9.95µs        ? ?/sec    1.00    837.3±9.24µs        ? ?/sec
arrow_array_reader/BinaryArray/dictionary encoded, mandatory, no NULLs                                     1.04    286.6±0.23µs        ? ?/sec    1.00    275.4±0.65µs        ? ?/sec
arrow_array_reader/BinaryArray/dictionary encoded, optional, half NULLs                                    1.01    391.0±0.68µs        ? ?/sec    1.00    385.3±0.69µs        ? ?/sec
arrow_array_reader/BinaryArray/dictionary encoded, optional, no NULLs                                      1.04    290.6±0.24µs        ? ?/sec    1.00    278.4±0.17µs        ? ?/sec
arrow_array_reader/BinaryArray/plain encoded, mandatory, no NULLs                                          1.00    404.5±6.33µs        ? ?/sec    1.03    415.6±6.86µs        ? ?/sec
arrow_array_reader/BinaryArray/plain encoded, optional, half NULLs                                         1.00    468.2±3.08µs        ? ?/sec    1.00    468.2±4.87µs        ? ?/sec
arrow_array_reader/BinaryArray/plain encoded, optional, no NULLs                                           1.00    409.1±6.79µs        ? ?/sec    1.03    421.4±7.14µs        ? ?/sec
arrow_array_reader/BinaryViewArray/dictionary encoded, mandatory, no NULLs                                 1.01     80.5±0.04µs        ? ?/sec    1.00     79.7±0.05µs        ? ?/sec
arrow_array_reader/BinaryViewArray/dictionary encoded, optional, half NULLs                                1.00    110.8±0.11µs        ? ?/sec    1.00    110.3±0.12µs        ? ?/sec
arrow_array_reader/BinaryViewArray/dictionary encoded, optional, no NULLs                                  1.01     84.3±0.04µs        ? ?/sec    1.00     83.4±0.08µs        ? ?/sec
arrow_array_reader/BinaryViewArray/plain encoded, mandatory, no NULLs                                      1.00    148.7±1.46µs        ? ?/sec    1.00    149.0±1.58µs        ? ?/sec
arrow_array_reader/BinaryViewArray/plain encoded, mandatory, no NULLs, short string                        1.00    141.9±0.48µs        ? ?/sec    1.00    141.3±0.18µs        ? ?/sec
arrow_array_reader/BinaryViewArray/plain encoded, optional, half NULLs                                     1.00    145.8±0.46µs        ? ?/sec    1.00    146.6±0.53µs        ? ?/sec
arrow_array_reader/BinaryViewArray/plain encoded, optional, no NULLs                                       1.02    154.3±1.62µs        ? ?/sec    1.00    151.7±1.03µs        ? ?/sec
arrow_array_reader/FIXED_LEN_BYTE_ARRAY/Decimal128Array/byte_stream_split encoded, mandatory, no NULLs     1.00    969.7±0.95µs        ? ?/sec    1.11   1078.1±3.88µs        ? ?/sec
arrow_array_reader/FIXED_LEN_BYTE_ARRAY/Decimal128Array/byte_stream_split encoded, optional, half NULLs    1.02    682.7±2.22µs        ? ?/sec    1.00    668.6±0.45µs        ? ?/sec
arrow_array_reader/FIXED_LEN_BYTE_ARRAY/Decimal128Array/byte_stream_split encoded, optional, no NULLs      1.01   977.8±12.87µs        ? ?/sec    1.00    967.7±0.66µs        ? ?/sec
arrow_array_reader/FIXED_LEN_BYTE_ARRAY/Decimal128Array/plain encoded, mandatory, no NULLs                 1.04    192.9±0.45µs        ? ?/sec    1.00    185.0±0.35µs        ? ?/sec
arrow_array_reader/FIXED_LEN_BYTE_ARRAY/Decimal128Array/plain encoded, optional, half NULLs                1.05    306.6±0.53µs        ? ?/sec    1.00    291.5±0.96µs        ? ?/sec
arrow_array_reader/FIXED_LEN_BYTE_ARRAY/Decimal128Array/plain encoded, optional, no NULLs                  1.04    198.4±0.46µs        ? ?/sec    1.00    190.2±0.34µs        ? ?/sec
arrow_array_reader/FIXED_LEN_BYTE_ARRAY/Float16Array/byte_stream_split encoded, mandatory, no NULLs        1.00    138.2±1.44µs        ? ?/sec    1.00    138.4±4.30µs        ? ?/sec
arrow_array_reader/FIXED_LEN_BYTE_ARRAY/Float16Array/byte_stream_split encoded, optional, half NULLs       1.03    187.2±0.37µs        ? ?/sec    1.00    181.3±0.22µs        ? ?/sec
arrow_array_reader/FIXED_LEN_BYTE_ARRAY/Float16Array/byte_stream_split encoded, optional, no NULLs         1.00    138.8±0.21µs        ? ?/sec    1.04    144.1±4.16µs        ? ?/sec
arrow_array_reader/FIXED_LEN_BYTE_ARRAY/Float16Array/plain encoded, mandatory, no NULLs                    1.01     60.5±0.04µs        ? ?/sec    1.00     60.0±0.04µs        ? ?/sec
arrow_array_reader/FIXED_LEN_BYTE_ARRAY/Float16Array/plain encoded, optional, half NULLs                   1.02    149.0±0.33µs        ? ?/sec    1.00    146.2±0.22µs        ? ?/sec
arrow_array_reader/FIXED_LEN_BYTE_ARRAY/Float16Array/plain encoded, optional, no NULLs                     1.02     64.1±0.05µs        ? ?/sec    1.00     62.9±0.04µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(16)/byte_stream_split encoded, mandatory, no NULLs                    1.01    807.2±1.68µs        ? ?/sec    1.00    802.3±0.97µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(16)/byte_stream_split encoded, optional, half NULLs                   1.03    522.5±0.42µs        ? ?/sec    1.00    509.4±0.68µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(16)/byte_stream_split encoded, optional, no NULLs                     1.01    811.8±1.29µs        ? ?/sec    1.00    804.4±0.82µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(16)/plain encoded, mandatory, no NULLs                                1.35     31.2±0.07µs        ? ?/sec    1.00     23.1±0.23µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(16)/plain encoded, optional, half NULLs                               1.12    146.1±0.26µs        ? ?/sec    1.00    130.3±0.29µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(16)/plain encoded, optional, no NULLs                                 1.31     35.6±0.08µs        ? ?/sec    1.00     27.2±0.07µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(2)/byte_stream_split encoded, mandatory, no NULLs                     1.07     81.3±0.25µs        ? ?/sec    1.00     76.3±1.90µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(2)/byte_stream_split encoded, optional, half NULLs                    1.05    133.5±0.11µs        ? ?/sec    1.00    127.2±0.14µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(2)/byte_stream_split encoded, optional, no NULLs                      1.07     84.5±0.17µs        ? ?/sec    1.00     79.2±0.31µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(2)/plain encoded, mandatory, no NULLs                                 1.24      6.7±0.03µs        ? ?/sec    1.00      5.4±0.03µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(2)/plain encoded, optional, half NULLs                                1.03     95.6±0.08µs        ? ?/sec    1.00     92.8±0.09µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(2)/plain encoded, optional, no NULLs                                  1.18     10.4±0.02µs        ? ?/sec    1.00      8.8±0.03µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(4)/byte_stream_split encoded, mandatory, no NULLs                     1.06    159.1±0.35µs        ? ?/sec    1.00    149.5±0.52µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(4)/byte_stream_split encoded, optional, half NULLs                    1.05    206.7±0.19µs        ? ?/sec    1.00    196.3±0.36µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(4)/byte_stream_split encoded, optional, no NULLs                      1.04    162.3±0.28µs        ? ?/sec    1.00    156.8±9.21µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(4)/plain encoded, mandatory, no NULLs                                 1.29      9.8±0.04µs        ? ?/sec    1.00      7.6±0.02µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(4)/plain encoded, optional, half NULLs                                1.04    132.0±0.11µs        ? ?/sec    1.00    126.9±0.09µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(4)/plain encoded, optional, no NULLs                                  1.21     13.4±0.03µs        ? ?/sec    1.00     11.1±0.04µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(8)/byte_stream_split encoded, mandatory, no NULLs                     1.05    318.8±0.54µs        ? ?/sec    1.00    304.5±0.69µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(8)/byte_stream_split encoded, optional, half NULLs                    1.06    281.1±0.22µs        ? ?/sec    1.00    265.7±0.42µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(8)/byte_stream_split encoded, optional, no NULLs                      1.27   388.5±37.68µs        ? ?/sec    1.00    306.6±0.93µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(8)/plain encoded, mandatory, no NULLs                                 1.30     15.7±0.03µs        ? ?/sec    1.00     12.1±0.03µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(8)/plain encoded, optional, half NULLs                                1.06    131.5±0.13µs        ? ?/sec    1.00    123.8±0.14µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(8)/plain encoded, optional, no NULLs                                  1.23     20.0±0.03µs        ? ?/sec    1.00     16.2±0.03µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/binary packed increasing value                                    1.02     87.9±0.36µs        ? ?/sec    1.00     86.2±0.43µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/binary packed single value                                        1.02     79.4±0.47µs        ? ?/sec    1.00     77.7±0.40µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/binary packed skip increasing value                               1.02     58.6±0.20µs        ? ?/sec    1.00     57.2±0.27µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/binary packed skip single value                                   1.03     50.4±0.33µs        ? ?/sec    1.00     49.0±0.21µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/binary packed skip stepped increasing value                       1.01     73.5±0.12µs        ? ?/sec    1.00     73.2±0.10µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/binary packed skip, mandatory, no NULLs                           1.00     89.0±0.30µs        ? ?/sec    1.00     88.6±0.25µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/binary packed skip, optional, half NULLs                          1.00     94.0±0.22µs        ? ?/sec    1.00     93.8±0.10µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/binary packed skip, optional, no NULLs                            1.01     91.3±0.28µs        ? ?/sec    1.00     90.8±0.26µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/binary packed stepped increasing value                            1.00    106.2±0.15µs        ? ?/sec    1.00    106.0±0.23µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/binary packed, mandatory, no NULLs                                1.01    126.6±0.72µs        ? ?/sec    1.00    124.8±0.23µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/binary packed, optional, half NULLs                               1.00    156.3±0.30µs        ? ?/sec    1.00    156.0±0.21µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/binary packed, optional, no NULLs                                 1.01    129.9±0.60µs        ? ?/sec    1.00    128.5±0.28µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/byte_stream_split encoded, mandatory, no NULLs                    1.00     54.0±0.05µs        ? ?/sec    1.00     54.2±0.05µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/byte_stream_split encoded, optional, half NULLs                   1.00    119.5±0.09µs        ? ?/sec    1.00    119.0±0.06µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/byte_stream_split encoded, optional, no NULLs                     1.00     57.6±0.05µs        ? ?/sec    1.00     57.5±0.06µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/dictionary encoded, mandatory, no NULLs                           1.01     86.5±0.05µs        ? ?/sec    1.00     86.0±0.09µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/dictionary encoded, optional, half NULLs                          1.00    137.7±0.12µs        ? ?/sec    1.01    139.5±0.35µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/dictionary encoded, optional, no NULLs                            1.01     90.6±0.09µs        ? ?/sec    1.00     89.7±0.21µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/plain encoded, mandatory, no NULLs                                1.00     47.5±0.07µs        ? ?/sec    1.00     47.6±0.07µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/plain encoded, optional, half NULLs                               1.00    116.4±0.09µs        ? ?/sec    1.00    116.1±0.10µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/plain encoded, optional, no NULLs                                 1.00     50.7±0.08µs        ? ?/sec    1.00     50.7±0.15µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/binary packed increasing value                                    1.00     77.1±0.16µs        ? ?/sec    1.01     77.7±0.13µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/binary packed single value                                        1.00     73.4±0.20µs        ? ?/sec    1.01     74.4±0.13µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/binary packed skip increasing value                               1.00     49.8±0.12µs        ? ?/sec    1.00     50.0±0.08µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/binary packed skip single value                                   1.00     44.9±0.13µs        ? ?/sec    1.01     45.2±0.08µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/binary packed skip stepped increasing value                       1.00     66.8±0.07µs        ? ?/sec    1.00     66.8±0.07µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/binary packed skip, mandatory, no NULLs                           1.00     78.9±0.11µs        ? ?/sec    1.00     78.9±0.07µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/binary packed skip, optional, half NULLs                          1.00     85.5±0.09µs        ? ?/sec    1.01     86.0±0.14µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/binary packed skip, optional, no NULLs                            1.00     81.5±0.10µs        ? ?/sec    1.00     81.3±0.09µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/binary packed stepped increasing value                            1.00     98.8±0.12µs        ? ?/sec    1.00     98.9±0.11µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/binary packed, mandatory, no NULLs                                1.00    114.0±0.28µs        ? ?/sec    1.00    114.2±0.20µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/binary packed, optional, half NULLs                               1.00    142.8±0.16µs        ? ?/sec    1.00    143.2±0.18µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/binary packed, optional, no NULLs                                 1.00    117.8±0.14µs        ? ?/sec    1.00    118.2±0.35µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/byte_stream_split encoded, mandatory, no NULLs                    1.00     82.6±0.08µs        ? ?/sec    1.00     82.6±0.09µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/byte_stream_split encoded, optional, half NULLs                   1.00    127.1±0.14µs        ? ?/sec    1.01    127.8±0.13µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/byte_stream_split encoded, optional, no NULLs                     1.00     87.3±0.15µs        ? ?/sec    1.00     87.4±0.12µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/dictionary encoded, mandatory, no NULLs                           1.01     89.3±0.23µs        ? ?/sec    1.00     88.4±0.10µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/dictionary encoded, optional, half NULLs                          1.01    132.5±0.21µs        ? ?/sec    1.00    131.2±0.27µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/dictionary encoded, optional, no NULLs                            1.01     93.0±0.08µs        ? ?/sec    1.00     92.1±0.09µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/plain encoded, mandatory, no NULLs                                1.00     54.3±0.10µs        ? ?/sec    1.01     54.7±0.06µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/plain encoded, optional, half NULLs                               1.00    113.2±0.15µs        ? ?/sec    1.01    113.9±0.15µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/plain encoded, optional, no NULLs                                 1.00     58.4±0.07µs        ? ?/sec    1.01     58.8±0.08µs        ? ?/sec
arrow_array_reader/Int16Array/binary packed increasing value                                               1.01     54.1±0.41µs        ? ?/sec    1.00     53.5±0.38µs        ? ?/sec
arrow_array_reader/Int16Array/binary packed single value                                                   1.02     45.9±0.45µs        ? ?/sec    1.00     45.0±0.17µs        ? ?/sec
arrow_array_reader/Int16Array/binary packed skip increasing value                                          1.02     41.3±0.36µs        ? ?/sec    1.00     40.6±0.23µs        ? ?/sec
arrow_array_reader/Int16Array/binary packed skip single value                                              1.02     32.9±0.28µs        ? ?/sec    1.00     32.2±0.14µs        ? ?/sec
arrow_array_reader/Int16Array/binary packed skip stepped increasing value                                  1.01     56.5±0.09µs        ? ?/sec    1.00     56.2±0.08µs        ? ?/sec
arrow_array_reader/Int16Array/binary packed skip, mandatory, no NULLs                                      1.01     71.9±0.29µs        ? ?/sec    1.00     71.5±0.09µs        ? ?/sec
arrow_array_reader/Int16Array/binary packed skip, optional, half NULLs                                     1.01     77.3±0.19µs        ? ?/sec    1.00     76.6±0.10µs        ? ?/sec
arrow_array_reader/Int16Array/binary packed skip, optional, no NULLs                                       1.01     73.9±0.32µs        ? ?/sec    1.00     73.3±0.13µs        ? ?/sec
arrow_array_reader/Int16Array/binary packed stepped increasing value                                       1.01     73.3±0.15µs        ? ?/sec    1.00     72.8±0.13µs        ? ?/sec
arrow_array_reader/Int16Array/binary packed, mandatory, no NULLs                                           1.01     92.3±0.41µs        ? ?/sec    1.00     91.7±0.26µs        ? ?/sec
arrow_array_reader/Int16Array/binary packed, optional, half NULLs                                          1.00    122.3±0.19µs        ? ?/sec    1.00    121.8±0.14µs        ? ?/sec
arrow_array_reader/Int16Array/binary packed, optional, no NULLs                                            1.01     96.2±0.41µs        ? ?/sec    1.00     95.3±0.29µs        ? ?/sec
arrow_array_reader/Int16Array/byte_stream_split encoded, mandatory, no NULLs                               1.00     20.9±0.04µs        ? ?/sec    1.00     20.9±0.03µs        ? ?/sec
arrow_array_reader/Int16Array/byte_stream_split encoded, optional, half NULLs                              1.00     85.6±0.08µs        ? ?/sec    1.01     86.1±0.11µs        ? ?/sec
arrow_array_reader/Int16Array/byte_stream_split encoded, optional, no NULLs                                1.00     24.6±0.02µs        ? ?/sec    1.01     24.7±0.04µs        ? ?/sec
arrow_array_reader/Int16Array/dictionary encoded, mandatory, no NULLs                                      1.01     53.7±0.04µs        ? ?/sec    1.00     53.0±0.04µs        ? ?/sec
arrow_array_reader/Int16Array/dictionary encoded, optional, half NULLs                                     1.00    104.6±0.08µs        ? ?/sec    1.00    104.3±0.12µs        ? ?/sec
arrow_array_reader/Int16Array/dictionary encoded, optional, no NULLs                                       1.01     57.4±0.05µs        ? ?/sec    1.00     56.7±0.09µs        ? ?/sec
arrow_array_reader/Int16Array/plain encoded, mandatory, no NULLs                                           1.01     13.9±0.10µs        ? ?/sec    1.00     13.8±0.04µs        ? ?/sec
arrow_array_reader/Int16Array/plain encoded, optional, half NULLs                                          1.00     82.8±0.11µs        ? ?/sec    1.00     82.7±0.09µs        ? ?/sec
arrow_array_reader/Int16Array/plain encoded, optional, no NULLs                                            1.00     17.4±0.03µs        ? ?/sec    1.02     17.8±0.04µs        ? ?/sec
arrow_array_reader/Int32Array/binary packed increasing value                                               1.03     51.3±0.48µs        ? ?/sec    1.00     49.9±0.52µs        ? ?/sec
arrow_array_reader/Int32Array/binary packed single value                                                   1.03     42.7±0.32µs        ? ?/sec    1.00     41.6±0.21µs        ? ?/sec
arrow_array_reader/Int32Array/binary packed skip increasing value                                          1.05     40.2±0.42µs        ? ?/sec    1.00     38.1±0.38µs        ? ?/sec
arrow_array_reader/Int32Array/binary packed skip single value                                              1.04     31.6±0.21µs        ? ?/sec    1.00     30.5±0.15µs        ? ?/sec
arrow_array_reader/Int32Array/binary packed skip stepped increasing value                                  1.01     55.1±0.11µs        ? ?/sec    1.00     54.4±0.06µs        ? ?/sec
arrow_array_reader/Int32Array/binary packed skip, mandatory, no NULLs                                      1.01     70.7±0.29µs        ? ?/sec    1.00     69.7±0.15µs        ? ?/sec
arrow_array_reader/Int32Array/binary packed skip, optional, half NULLs                                     1.02     76.5±0.79µs        ? ?/sec    1.00     75.3±0.12µs        ? ?/sec
arrow_array_reader/Int32Array/binary packed skip, optional, no NULLs                                       1.01     73.1±0.35µs        ? ?/sec    1.00     72.1±0.17µs        ? ?/sec
arrow_array_reader/Int32Array/binary packed stepped increasing value                                       1.01     70.1±0.20µs        ? ?/sec    1.00     69.2±0.09µs        ? ?/sec
arrow_array_reader/Int32Array/binary packed, mandatory, no NULLs                                           1.02     89.6±0.46µs        ? ?/sec    1.00     88.2±0.18µs        ? ?/sec
arrow_array_reader/Int32Array/binary packed, optional, half NULLs                                          1.01    120.4±0.30µs        ? ?/sec    1.00    119.7±0.22µs        ? ?/sec
arrow_array_reader/Int32Array/binary packed, optional, no NULLs                                            1.02     93.4±0.51µs        ? ?/sec    1.00     91.8±0.21µs        ? ?/sec
arrow_array_reader/Int32Array/byte_stream_split encoded, mandatory, no NULLs                               1.00     17.4±0.03µs        ? ?/sec    1.00     17.3±0.03µs        ? ?/sec
arrow_array_reader/Int32Array/byte_stream_split encoded, optional, half NULLs                              1.01     83.0±0.23µs        ? ?/sec    1.00     82.5±0.07µs        ? ?/sec
arrow_array_reader/Int32Array/byte_stream_split encoded, optional, no NULLs                                1.00     21.0±0.04µs        ? ?/sec    1.00     21.0±0.04µs        ? ?/sec
arrow_array_reader/Int32Array/dictionary encoded, mandatory, no NULLs                                      1.02     50.0±0.03µs        ? ?/sec    1.00     49.2±0.04µs        ? ?/sec
arrow_array_reader/Int32Array/dictionary encoded, optional, half NULLs                                     1.00    101.5±0.07µs        ? ?/sec    1.00    101.0±0.09µs        ? ?/sec
arrow_array_reader/Int32Array/dictionary encoded, optional, no NULLs                                       1.02     53.9±0.06µs        ? ?/sec    1.00     53.1±0.06µs        ? ?/sec
arrow_array_reader/Int32Array/plain encoded, mandatory, no NULLs                                           1.02     10.1±0.24µs        ? ?/sec    1.00     10.0±0.03µs        ? ?/sec
arrow_array_reader/Int32Array/plain encoded, optional, half NULLs                                          1.00     80.2±1.64µs        ? ?/sec    1.00     80.0±0.07µs        ? ?/sec
arrow_array_reader/Int32Array/plain encoded, optional, no NULLs                                            1.00     13.7±0.04µs        ? ?/sec    1.00     13.7±0.04µs        ? ?/sec
arrow_array_reader/Int64Array/binary packed increasing value                                               1.00     40.4±0.14µs        ? ?/sec    1.00     40.6±0.13µs        ? ?/sec
arrow_array_reader/Int64Array/binary packed single value                                                   1.00     37.8±0.16µs        ? ?/sec    1.00     37.8±0.08µs        ? ?/sec
arrow_array_reader/Int64Array/binary packed skip increasing value                                          1.00     31.0±0.11µs        ? ?/sec    1.00     31.1±0.07µs        ? ?/sec
arrow_array_reader/Int64Array/binary packed skip single value                                              1.01     26.5±0.10µs        ? ?/sec    1.00     26.2±0.06µs        ? ?/sec
arrow_array_reader/Int64Array/binary packed skip stepped increasing value                                  1.00     47.8±0.06µs        ? ?/sec    1.00     47.7±0.06µs        ? ?/sec
arrow_array_reader/Int64Array/binary packed skip, mandatory, no NULLs                                      1.01     60.5±0.11µs        ? ?/sec    1.00     60.1±0.10µs        ? ?/sec
arrow_array_reader/Int64Array/binary packed skip, optional, half NULLs                                     1.00     66.9±0.11µs        ? ?/sec    1.00     66.7±0.22µs        ? ?/sec
arrow_array_reader/Int64Array/binary packed skip, optional, no NULLs                                       1.01     62.7±0.09µs        ? ?/sec    1.00     62.2±0.09µs        ? ?/sec
arrow_array_reader/Int64Array/binary packed stepped increasing value                                       1.00     62.0±0.11µs        ? ?/sec    1.00     61.9±0.11µs        ? ?/sec
arrow_array_reader/Int64Array/binary packed, mandatory, no NULLs                                           1.00     77.0±0.12µs        ? ?/sec    1.00     77.2±0.16µs        ? ?/sec
arrow_array_reader/Int64Array/binary packed, optional, half NULLs                                          1.00    106.0±0.11µs        ? ?/sec    1.01    106.8±0.29µs        ? ?/sec
arrow_array_reader/Int64Array/binary packed, optional, no NULLs                                            1.00     81.0±0.14µs        ? ?/sec    1.00     81.1±0.16µs        ? ?/sec
arrow_array_reader/Int64Array/byte_stream_split encoded, mandatory, no NULLs                               1.00     45.6±0.05µs        ? ?/sec    1.01     46.1±0.04µs        ? ?/sec
arrow_array_reader/Int64Array/byte_stream_split encoded, optional, half NULLs                              1.00     90.9±0.08µs        ? ?/sec    1.01     91.5±0.13µs        ? ?/sec
arrow_array_reader/Int64Array/byte_stream_split encoded, optional, no NULLs                                1.01     50.0±0.05µs        ? ?/sec    1.00     49.7±0.09µs        ? ?/sec
arrow_array_reader/Int64Array/dictionary encoded, mandatory, no NULLs                                      1.01     52.3±0.05µs        ? ?/sec    1.00     51.5±0.07µs        ? ?/sec
arrow_array_reader/Int64Array/dictionary encoded, optional, half NULLs                                     1.00     94.7±0.11µs        ? ?/sec    1.00     94.4±0.24µs        ? ?/sec
arrow_array_reader/Int64Array/dictionary encoded, optional, no NULLs                                       1.01     56.2±0.05µs        ? ?/sec    1.00     55.6±0.07µs        ? ?/sec
arrow_array_reader/Int64Array/plain encoded, mandatory, no NULLs                                           1.00     16.3±0.03µs        ? ?/sec    1.02     16.7±0.04µs        ? ?/sec
arrow_array_reader/Int64Array/plain encoded, optional, half NULLs                                          1.00     75.9±0.08µs        ? ?/sec    1.01     76.6±0.16µs        ? ?/sec
arrow_array_reader/Int64Array/plain encoded, optional, no NULLs                                            1.00     20.1±0.04µs        ? ?/sec    1.00     20.2±0.05µs        ? ?/sec
arrow_array_reader/Int8Array/binary packed increasing value                                                1.04     53.9±0.44µs        ? ?/sec    1.00     52.0±0.39µs        ? ?/sec
arrow_array_reader/Int8Array/binary packed single value                                                    1.03     45.2±0.49µs        ? ?/sec    1.00     43.7±0.39µs        ? ?/sec
arrow_array_reader/Int8Array/binary packed skip increasing value                                           1.04     41.4±0.39µs        ? ?/sec    1.00     39.8±0.32µs        ? ?/sec
arrow_array_reader/Int8Array/binary packed skip single value                                               1.04     32.8±0.28µs        ? ?/sec    1.00     31.6±0.31µs        ? ?/sec
arrow_array_reader/Int8Array/binary packed skip stepped increasing value                                   1.00     56.4±0.09µs        ? ?/sec    1.00     56.4±0.19µs        ? ?/sec
arrow_array_reader/Int8Array/binary packed skip, mandatory, no NULLs                                       1.00     71.5±0.22µs        ? ?/sec    1.00     71.3±0.22µs        ? ?/sec
arrow_array_reader/Int8Array/binary packed skip, optional, half NULLs                                      1.00     76.5±0.13µs        ? ?/sec    1.00     76.6±0.05µs        ? ?/sec
arrow_array_reader/Int8Array/binary packed skip, optional, no NULLs                                        1.00     73.4±0.20µs        ? ?/sec    1.00     73.6±0.13µs        ? ?/sec
arrow_array_reader/Int8Array/binary packed stepped increasing value                                        1.01     73.1±0.14µs        ? ?/sec    1.00     72.7±0.24µs        ? ?/sec
arrow_array_reader/Int8Array/binary packed, mandatory, no NULLs                                            1.00     91.8±0.28µs        ? ?/sec    1.00     91.6±0.10µs        ? ?/sec
arrow_array_reader/Int8Array/binary packed, optional, half NULLs                                           1.01    122.2±0.14µs        ? ?/sec    1.00    121.5±0.13µs        ? ?/sec
arrow_array_reader/Int8Array/binary packed, optional, no NULLs                                             1.00     95.8±0.29µs        ? ?/sec    1.00     95.4±0.18µs        ? ?/sec
arrow_array_reader/Int8Array/byte_stream_split encoded, mandatory, no NULLs                                1.01     20.8±0.07µs        ? ?/sec    1.00     20.7±0.03µs        ? ?/sec
arrow_array_reader/Int8Array/byte_stream_split encoded, optional, half NULLs                               1.01     85.8±0.04µs        ? ?/sec    1.00     85.3±0.07µs        ? ?/sec
arrow_array_reader/Int8Array/byte_stream_split encoded, optional, no NULLs                                 1.00     24.7±0.07µs        ? ?/sec    1.00     24.6±0.04µs        ? ?/sec
arrow_array_reader/Int8Array/dictionary encoded, mandatory, no NULLs                                       1.01     53.2±0.04µs        ? ?/sec    1.00     52.7±0.05µs        ? ?/sec
arrow_array_reader/Int8Array/dictionary encoded, optional, half NULLs                                      1.00    104.3±0.09µs        ? ?/sec    1.00    104.1±0.15µs        ? ?/sec
arrow_array_reader/Int8Array/dictionary encoded, optional, no NULLs                                        1.01     57.1±0.11µs        ? ?/sec    1.00     56.5±0.06µs        ? ?/sec
arrow_array_reader/Int8Array/plain encoded, mandatory, no NULLs                                            1.00     13.6±0.02µs        ? ?/sec    1.00     13.6±0.03µs        ? ?/sec
arrow_array_reader/Int8Array/plain encoded, optional, half NULLs                                           1.01     83.2±0.18µs        ? ?/sec    1.00     82.3±0.12µs        ? ?/sec
arrow_array_reader/Int8Array/plain encoded, optional, no NULLs                                             1.00     17.4±0.04µs        ? ?/sec    1.01     17.7±0.05µs        ? ?/sec
arrow_array_reader/ListArray/plain encoded optional strings half NULLs                                     1.00      3.9±0.01ms        ? ?/sec    1.01      3.9±0.02ms        ? ?/sec
arrow_array_reader/ListArray/plain encoded optional strings no NULLs                                       1.01      7.1±0.03ms        ? ?/sec    1.00      7.1±0.06ms        ? ?/sec
arrow_array_reader/StringArray/const delta byte array encoded, mandatory, no NULLs                         1.01    533.0±1.77µs        ? ?/sec    1.00    530.0±4.53µs        ? ?/sec
arrow_array_reader/StringArray/const delta length byte array encoded, mandatory, no NULLs                  1.01    222.2±1.35µs        ? ?/sec    1.00    219.5±1.64µs        ? ?/sec
arrow_array_reader/StringArray/const prefix delta byte array encoded, mandatory, no NULLs                  1.04   787.3±37.52µs        ? ?/sec    1.00   758.6±36.80µs        ? ?/sec
arrow_array_reader/StringArray/dictionary encoded, mandatory, no NULLs                                     1.06    286.7±0.43µs        ? ?/sec    1.00    269.8±0.16µs        ? ?/sec
arrow_array_reader/StringArray/dictionary encoded, optional, half NULLs                                    1.02    392.1±0.56µs        ? ?/sec    1.00    384.4±0.56µs        ? ?/sec
arrow_array_reader/StringArray/dictionary encoded, optional, no NULLs                                      1.04    289.9±0.26µs        ? ?/sec    1.00    279.6±0.19µs        ? ?/sec
arrow_array_reader/StringArray/plain encoded, mandatory, no NULLs                                          1.02    460.0±3.13µs        ? ?/sec    1.00    450.3±7.27µs        ? ?/sec
arrow_array_reader/StringArray/plain encoded, optional, half NULLs                                         1.00    490.2±2.97µs        ? ?/sec    1.01    493.2±4.09µs        ? ?/sec
arrow_array_reader/StringArray/plain encoded, optional, no NULLs                                           1.01    461.8±5.36µs        ? ?/sec    1.00    456.8±6.29µs        ? ?/sec
arrow_array_reader/StringDictionary/dictionary encoded, mandatory, no NULLs                                1.00    258.1±0.88µs        ? ?/sec    1.00    257.2±0.82µs        ? ?/sec
arrow_array_reader/StringDictionary/dictionary encoded, optional, half NULLs                               1.00    285.8±1.53µs        ? ?/sec    1.00    284.4±1.57µs        ? ?/sec
arrow_array_reader/StringDictionary/dictionary encoded, optional, no NULLs                                 1.00    262.6±0.88µs        ? ?/sec    1.00    262.2±0.77µs        ? ?/sec
arrow_array_reader/StringViewArray/dictionary encoded, mandatory, no NULLs                                 1.01     80.6±0.04µs        ? ?/sec    1.00     79.7±0.05µs        ? ?/sec
arrow_array_reader/StringViewArray/dictionary encoded, optional, half NULLs                                1.01    111.2±0.14µs        ? ?/sec    1.00    110.5±0.13µs        ? ?/sec
arrow_array_reader/StringViewArray/dictionary encoded, optional, no NULLs                                  1.01     84.5±0.05µs        ? ?/sec    1.00     83.4±0.07µs        ? ?/sec
arrow_array_reader/StringViewArray/plain encoded, mandatory, no NULLs                                      1.00    217.8±0.46µs        ? ?/sec    1.00    217.5±0.35µs        ? ?/sec
arrow_array_reader/StringViewArray/plain encoded, optional, half NULLs                                     1.00    183.7±0.36µs        ? ?/sec    1.00    183.8±0.38µs        ? ?/sec
arrow_array_reader/StringViewArray/plain encoded, optional, no NULLs                                       1.00    224.9±0.29µs        ? ?/sec    1.00    225.9±0.42µs        ? ?/sec
arrow_array_reader/UInt16Array/binary packed increasing value                                              1.03     54.0±0.41µs        ? ?/sec    1.00     52.5±0.34µs        ? ?/sec
arrow_array_reader/UInt16Array/binary packed single value                                                  1.03     45.6±0.48µs        ? ?/sec    1.00     44.2±0.42µs        ? ?/sec
arrow_array_reader/UInt16Array/binary packed skip increasing value                                         1.05     41.4±0.33µs        ? ?/sec    1.00     39.5±0.36µs        ? ?/sec
arrow_array_reader/UInt16Array/binary packed skip single value                                             1.04     32.9±0.29µs        ? ?/sec    1.00     31.7±0.28µs        ? ?/sec
arrow_array_reader/UInt16Array/binary packed skip stepped increasing value                                 1.01     56.6±0.09µs        ? ?/sec    1.00     56.2±0.08µs        ? ?/sec
arrow_array_reader/UInt16Array/binary packed skip, mandatory, no NULLs                                     1.00     75.9±0.04µs        ? ?/sec    1.01     76.6±0.20µs        ? ?/sec
arrow_array_reader/UInt16Array/binary packed skip, optional, half NULLs                                    1.00     79.7±0.08µs        ? ?/sec    1.00     79.8±0.08µs        ? ?/sec
arrow_array_reader/UInt16Array/binary packed skip, optional, no NULLs                                      1.00     78.1±0.07µs        ? ?/sec    1.01     78.7±0.08µs        ? ?/sec
arrow_array_reader/UInt16Array/binary packed stepped increasing value                                      1.01     73.5±0.16µs        ? ?/sec    1.00     72.9±0.15µs        ? ?/sec
arrow_array_reader/UInt16Array/binary packed, mandatory, no NULLs                                          1.00     97.4±0.09µs        ? ?/sec    1.01     98.4±0.14µs        ? ?/sec
arrow_array_reader/UInt16Array/binary packed, optional, half NULLs                                         1.00    125.9±0.14µs        ? ?/sec    1.00    126.2±0.16µs        ? ?/sec
arrow_array_reader/UInt16Array/binary packed, optional, no NULLs                                           1.00    101.2±0.09µs        ? ?/sec    1.01    102.2±0.15µs        ? ?/sec
arrow_array_reader/UInt16Array/byte_stream_split encoded, mandatory, no NULLs                              1.00     20.8±0.02µs        ? ?/sec    1.01     21.0±0.03µs        ? ?/sec
arrow_array_reader/UInt16Array/byte_stream_split encoded, optional, half NULLs                             1.00     86.0±0.07µs        ? ?/sec    1.00     85.8±0.05µs        ? ?/sec
arrow_array_reader/UInt16Array/byte_stream_split encoded, optional, no NULLs                               1.00     24.7±0.02µs        ? ?/sec    1.00     24.7±0.04µs        ? ?/sec
arrow_array_reader/UInt16Array/dictionary encoded, mandatory, no NULLs                                     1.01     53.8±0.05µs        ? ?/sec    1.00     53.1±0.04µs        ? ?/sec
arrow_array_reader/UInt16Array/dictionary encoded, optional, half NULLs                                    1.01    105.4±0.07µs        ? ?/sec    1.00    104.3±0.13µs        ? ?/sec
arrow_array_reader/UInt16Array/dictionary encoded, optional, no NULLs                                      1.02     57.7±0.05µs        ? ?/sec    1.00     56.6±0.06µs        ? ?/sec
arrow_array_reader/UInt16Array/plain encoded, mandatory, no NULLs                                          1.01     14.0±0.03µs        ? ?/sec    1.00     13.9±0.03µs        ? ?/sec
arrow_array_reader/UInt16Array/plain encoded, optional, half NULLs                                         1.00     82.9±0.10µs        ? ?/sec    1.00     83.2±0.08µs        ? ?/sec
arrow_array_reader/UInt16Array/plain encoded, optional, no NULLs                                           1.00     17.6±0.02µs        ? ?/sec    1.01     17.8±0.06µs        ? ?/sec
arrow_array_reader/UInt32Array/binary packed increasing value                                              1.01     50.7±0.40µs        ? ?/sec    1.00     50.3±0.36µs        ? ?/sec
arrow_array_reader/UInt32Array/binary packed single value                                                  1.02     42.4±0.45µs        ? ?/sec    1.00     41.7±0.23µs        ? ?/sec
arrow_array_reader/UInt32Array/binary packed skip increasing value                                         1.02     39.7±0.40µs        ? ?/sec    1.00     39.1±0.22µs        ? ?/sec
arrow_array_reader/UInt32Array/binary packed skip single value                                             1.03     31.3±0.29µs        ? ?/sec    1.00     30.5±0.17µs        ? ?/sec
arrow_array_reader/UInt32Array/binary packed skip stepped increasing value                                 1.00     54.8±0.10µs        ? ?/sec    1.00     54.8±0.09µs        ? ?/sec
arrow_array_reader/UInt32Array/binary packed skip, mandatory, no NULLs                                     1.01     70.7±0.35µs        ? ?/sec    1.00     70.0±0.14µs        ? ?/sec
arrow_array_reader/UInt32Array/binary packed skip, optional, half NULLs                                    1.01     75.9±0.20µs        ? ?/sec    1.00     75.3±0.13µs        ? ?/sec
arrow_array_reader/UInt32Array/binary packed skip, optional, no NULLs                                      1.01     72.8±0.34µs        ? ?/sec    1.00     71.9±0.15µs        ? ?/sec
arrow_array_reader/UInt32Array/binary packed stepped increasing value                                      1.01     70.3±0.14µs        ? ?/sec    1.00     69.7±0.12µs        ? ?/sec
arrow_array_reader/UInt32Array/binary packed, mandatory, no NULLs                                          1.01     89.2±0.58µs        ? ?/sec    1.00     88.2±0.18µs        ? ?/sec
arrow_array_reader/UInt32Array/binary packed, optional, half NULLs                                         1.01    120.1±0.26µs        ? ?/sec    1.00    118.7±0.18µs        ? ?/sec
arrow_array_reader/UInt32Array/binary packed, optional, no NULLs                                           1.02     93.5±0.53µs        ? ?/sec    1.00     92.0±0.24µs        ? ?/sec
arrow_array_reader/UInt32Array/byte_stream_split encoded, mandatory, no NULLs                              1.00     17.5±0.02µs        ? ?/sec    1.00     17.5±0.03µs        ? ?/sec
arrow_array_reader/UInt32Array/byte_stream_split encoded, optional, half NULLs                             1.00     82.6±0.18µs        ? ?/sec    1.00     82.5±0.05µs        ? ?/sec
arrow_array_reader/UInt32Array/byte_stream_split encoded, optional, no NULLs                               1.00     21.1±0.06µs        ? ?/sec    1.00     21.1±0.05µs        ? ?/sec
arrow_array_reader/UInt32Array/dictionary encoded, mandatory, no NULLs                                     1.01     50.4±0.07µs        ? ?/sec    1.00     49.7±0.05µs        ? ?/sec
arrow_array_reader/UInt32Array/dictionary encoded, optional, half NULLs                                    1.00    100.9±0.10µs        ? ?/sec    1.00    100.7±0.18µs        ? ?/sec
arrow_array_reader/UInt32Array/dictionary encoded, optional, no NULLs                                      1.01     54.0±0.04µs        ? ?/sec    1.00     53.3±0.07µs        ? ?/sec
arrow_array_reader/UInt32Array/plain encoded, mandatory, no NULLs                                          1.00     10.1±0.01µs        ? ?/sec    1.00     10.1±0.04µs        ? ?/sec
arrow_array_reader/UInt32Array/plain encoded, optional, half NULLs                                         1.00     80.1±0.05µs        ? ?/sec    1.00     80.1±0.10µs        ? ?/sec
arrow_array_reader/UInt32Array/plain encoded, optional, no NULLs                                           1.00     13.8±0.02µs        ? ?/sec    1.01     13.9±0.04µs        ? ?/sec
arrow_array_reader/UInt64Array/binary packed increasing value                                              1.00     40.9±0.17µs        ? ?/sec    1.00     40.8±0.15µs        ? ?/sec
arrow_array_reader/UInt64Array/binary packed single value                                                  1.00     38.0±0.17µs        ? ?/sec    1.00     37.9±0.08µs        ? ?/sec
arrow_array_reader/UInt64Array/binary packed skip increasing value                                         1.00     31.2±0.10µs        ? ?/sec    1.00     31.1±0.08µs        ? ?/sec
arrow_array_reader/UInt64Array/binary packed skip single value                                             1.00     26.5±0.09µs        ? ?/sec    1.00     26.5±0.05µs        ? ?/sec
arrow_array_reader/UInt64Array/binary packed skip stepped increasing value                                 1.00     47.8±0.06µs        ? ?/sec    1.00     47.8±0.06µs        ? ?/sec
arrow_array_reader/UInt64Array/binary packed skip, mandatory, no NULLs                                     1.01     60.6±0.10µs        ? ?/sec    1.00     60.3±0.10µs        ? ?/sec
arrow_array_reader/UInt64Array/binary packed skip, optional, half NULLs                                    1.01     67.1±0.07µs        ? ?/sec    1.00     66.7±0.24µs        ? ?/sec
arrow_array_reader/UInt64Array/binary packed skip, optional, no NULLs                                      1.00     62.6±0.09µs        ? ?/sec    1.00     62.4±0.10µs        ? ?/sec
arrow_array_reader/UInt64Array/binary packed stepped increasing value                                      1.00     62.3±0.12µs        ? ?/sec    1.00     62.0±0.10µs        ? ?/sec
arrow_array_reader/UInt64Array/binary packed, mandatory, no NULLs                                          1.00     77.2±0.13µs        ? ?/sec    1.00     77.4±0.13µs        ? ?/sec
arrow_array_reader/UInt64Array/binary packed, optional, half NULLs                                         1.00    106.7±0.13µs        ? ?/sec    1.00    106.7±0.36µs        ? ?/sec
arrow_array_reader/UInt64Array/binary packed, optional, no NULLs                                           1.00     81.5±0.15µs        ? ?/sec    1.00     81.6±0.28µs        ? ?/sec
arrow_array_reader/UInt64Array/byte_stream_split encoded, mandatory, no NULLs                              1.00     45.6±0.04µs        ? ?/sec    1.00     45.8±0.06µs        ? ?/sec
arrow_array_reader/UInt64Array/byte_stream_split encoded, optional, half NULLs                             1.00     90.8±0.09µs        ? ?/sec    1.01     91.3±0.16µs        ? ?/sec
arrow_array_reader/UInt64Array/byte_stream_split encoded, optional, no NULLs                               1.00     49.8±0.07µs        ? ?/sec    1.01     50.0±0.07µs        ? ?/sec
arrow_array_reader/UInt64Array/dictionary encoded, mandatory, no NULLs                                     1.01     52.5±0.04µs        ? ?/sec    1.00     51.9±0.04µs        ? ?/sec
arrow_array_reader/UInt64Array/dictionary encoded, optional, half NULLs                                    1.01     95.4±0.16µs        ? ?/sec    1.00     94.5±0.24µs        ? ?/sec
arrow_array_reader/UInt64Array/dictionary encoded, optional, no NULLs                                      1.02     56.3±0.06µs        ? ?/sec    1.00     55.5±0.06µs        ? ?/sec
arrow_array_reader/UInt64Array/plain encoded, mandatory, no NULLs                                          1.00     16.5±0.03µs        ? ?/sec    1.02     16.7±0.04µs        ? ?/sec
arrow_array_reader/UInt64Array/plain encoded, optional, half NULLs                                         1.00     76.5±0.13µs        ? ?/sec    1.00     76.7±0.18µs        ? ?/sec
arrow_array_reader/UInt64Array/plain encoded, optional, no NULLs                                           1.00     20.3±0.03µs        ? ?/sec    1.00     20.2±0.05µs        ? ?/sec
arrow_array_reader/UInt8Array/binary packed increasing value                                               1.01     53.8±0.41µs        ? ?/sec    1.00     53.3±0.38µs        ? ?/sec
arrow_array_reader/UInt8Array/binary packed single value                                                   1.03     45.8±0.46µs        ? ?/sec    1.00     44.5±0.17µs        ? ?/sec
arrow_array_reader/UInt8Array/binary packed skip increasing value                                          1.02     41.5±0.34µs        ? ?/sec    1.00     40.7±0.23µs        ? ?/sec
arrow_array_reader/UInt8Array/binary packed skip single value                                              1.02     33.2±0.31µs        ? ?/sec    1.00     32.7±0.16µs        ? ?/sec
arrow_array_reader/UInt8Array/binary packed skip stepped increasing value                                  1.01     56.5±0.09µs        ? ?/sec    1.00     56.1±0.08µs        ? ?/sec
arrow_array_reader/UInt8Array/binary packed skip, mandatory, no NULLs                                      1.00     74.9±0.08µs        ? ?/sec    1.00     74.6±0.08µs        ? ?/sec
arrow_array_reader/UInt8Array/binary packed skip, optional, half NULLs                                     1.00     78.4±0.07µs        ? ?/sec    1.00     78.6±0.19µs        ? ?/sec
arrow_array_reader/UInt8Array/binary packed skip, optional, no NULLs                                       1.01     77.5±0.13µs        ? ?/sec    1.00     76.9±0.07µs        ? ?/sec
arrow_array_reader/UInt8Array/binary packed stepped increasing value                                       1.01     73.0±0.15µs        ? ?/sec    1.00     72.4±0.16µs        ? ?/sec
arrow_array_reader/UInt8Array/binary packed, mandatory, no NULLs                                           1.00     95.9±0.14µs        ? ?/sec    1.00     96.4±0.21µs        ? ?/sec
arrow_array_reader/UInt8Array/binary packed, optional, half NULLs                                          1.01    124.6±0.12µs        ? ?/sec    1.00    124.0±0.16µs        ? ?/sec
arrow_array_reader/UInt8Array/binary packed, optional, no NULLs                                            1.00     99.9±0.16µs        ? ?/sec    1.00     99.8±0.11µs        ? ?/sec
arrow_array_reader/UInt8Array/byte_stream_split encoded, mandatory, no NULLs                               1.01     20.7±0.03µs        ? ?/sec    1.00     20.6±0.04µs        ? ?/sec
arrow_array_reader/UInt8Array/byte_stream_split encoded, optional, half NULLs                              1.00     85.8±0.09µs        ? ?/sec    1.00     85.6±0.09µs        ? ?/sec
arrow_array_reader/UInt8Array/byte_stream_split encoded, optional, no NULLs                                1.00     24.3±0.03µs        ? ?/sec    1.00     24.3±0.04µs        ? ?/sec
arrow_array_reader/UInt8Array/dictionary encoded, mandatory, no NULLs                                      1.03     53.5±0.07µs        ? ?/sec    1.00     52.2±0.06µs        ? ?/sec
arrow_array_reader/UInt8Array/dictionary encoded, optional, half NULLs                                     1.01    104.7±0.11µs        ? ?/sec    1.00    104.1±0.23µs        ? ?/sec
arrow_array_reader/UInt8Array/dictionary encoded, optional, no NULLs                                       1.02     57.2±0.08µs        ? ?/sec    1.00     56.1±0.07µs        ? ?/sec
arrow_array_reader/UInt8Array/plain encoded, mandatory, no NULLs                                           1.00     13.6±0.04µs        ? ?/sec    1.01     13.7±0.04µs        ? ?/sec
arrow_array_reader/UInt8Array/plain encoded, optional, half NULLs                                          1.00     82.3±0.11µs        ? ?/sec    1.00     82.5±0.23µs        ? ?/sec
arrow_array_reader/UInt8Array/plain encoded, optional, no NULLs                                            1.00     17.2±0.03µs        ? ?/sec    1.01     17.5±0.04µs        ? ?/sec
arrow_array_reader/struct/Int32Array/plain encoded, mandatory struct, optional data, half NULLs            1.00     80.4±0.06µs        ? ?/sec    1.00     80.2±0.06µs        ? ?/sec
arrow_array_reader/struct/Int32Array/plain encoded, mandatory struct, optional data, no NULLs              1.00     14.0±0.02µs        ? ?/sec    1.00     14.0±0.03µs        ? ?/sec
arrow_array_reader/struct/Int32Array/plain encoded, optional struct, optional data, half NULLs             1.00    140.8±0.10µs        ? ?/sec    1.00    140.9±0.32µs        ? ?/sec
arrow_array_reader/struct/Int32Array/plain encoded, optional struct, optional data, no NULLs               1.01     65.9±0.06µs        ? ?/sec    1.00     65.5±0.04µs        ? ?/sec

Resource Usage

base (merge-base)

Metric Value
Wall time 2840.6s
Peak memory 4.3 GiB
Avg memory 4.2 GiB
CPU user 2834.5s
CPU sys 1.0s
Peak spill 0 B

branch

Metric Value
Wall time 2820.6s
Peak memory 4.3 GiB
Avg memory 4.2 GiB
CPU user 2818.2s
CPU sys 0.5s
Peak spill 0 B

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@alamb alamb merged commit 41ccf2d into apache:main Apr 22, 2026
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alamb commented Apr 22, 2026

Thanks again @lyang24

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parquet Changes to the parquet crate performance

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3 participants