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Rationale for this change

We've caused some unexpected panics from our internal testing. We've put in error checks for all of these so that they don't affect other users.

What changes are included in this PR?

Various error checks to ensure panics don't occur.

Are these changes tested?

Tests should continue to pass.

If tests are not included in your PR, please explain why (for example, are they covered by existing tests)?
Existing tests should cover these changes.

Are there any user-facing changes?

None.

@github-actions github-actions bot added the parquet Changes to the parquet crate label Oct 13, 2025
@etseidl
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etseidl commented Oct 14, 2025

I guess we can lump this in with #7806

@rambleraptor
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I'm happy to split this up into some separate PRs. I know it's a lot of random things as-is.

@etseidl
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etseidl commented Oct 14, 2025

I'm happy to split this up into some separate PRs. I know it's a lot of random things as-is.

The pedant in me wants to take you up on your offer, but there's not so much going on here that I think that's necessary. Maybe just change the title to something that sounds better 😉. ("Address panics found in external testing").

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Thanks @rambleraptor, these all look sensible to me.

Would it be possible to gin up some tests for at least some of them?

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Thanks for digging into this! Several comments.

return Ok((end, buf.slice(i32_size..end)));
}
}
Err(general_err!("not enough data to read levels"))
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This is definitely an improvement over the existing code, but it opens a question:

Given that we're reading bytes from a byte buffer, it seems like we must expect to hit this situation at least occasionally? And the correct response is to fetch more bytes, not fail? Is there some mechanism for handling that higher up in the call stack? Or is there some reason it should be impossible for this code to run off the end of the buffer?

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Also -- it seems like read_num_bytes should do bounds checking internally and return Option<T>, so buffer overrun is obvious at the call site instead of a hidden panic footgun? The method has a half dozen other callers, and they all need to do manual bounds checking, in various ways and with varying degrees of safety. In particular, parquet/src/data_type.rs has two call sites that lack any visible bounds checks.

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In this particular instance we're reading a buffer that should contain an entire page of data. If it doesn't, that likely points to a problem with the metadata.

Changes to read_num_bytes would likely need more careful consideration as I suspect it might be used in some performance critical sections.

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I think changing read_num_bytes to return Option would be a good idea, as that would essentially replace the assert in that method. That assert is currently redundant if the caller already checks the bounds, so those two checks would be replaced by one against the option. In the BitReader that might actually improve performance.

} else if !is_root_node {
return Err(general_err!("Repetition level must be defined for non-root types"));
}
Ok((next_index, Arc::new(builder.build().unwrap())))
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How do we know the unwrap is safe?

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build never returns an Err 😉. But good point, could replace unwrap with ?.

@rambleraptor rambleraptor changed the title Assorted panics we've found Address panics found in external testing Oct 14, 2025
@alamb alamb changed the title Address panics found in external testing Change some panics to errors in parquet decoder Oct 14, 2025
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alamb commented Oct 17, 2025

I took the liberty of merging up from main and fixing fmt and the expected test output

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@alamb Thanks a lot!

@etseidl I added a few tests. Please take a look!

Comment on lines +1149 to +1159
let mut page_header = PageHeader::default();
page_header.r#type = PageType::DATA_PAGE_V2;
page_header.uncompressed_page_size = 10;
page_header.compressed_page_size = 10;
let mut data_page_header_v2 = DataPageHeaderV2::default();
data_page_header_v2.definition_levels_byte_length = 11; // offset > uncompressed_page_size
page_header.data_page_header_v2 = Some(data_page_header_v2);

let buffer = Bytes::new();
let err = decode_page(page_header, buffer, Type::INT32, None).unwrap_err();
assert_eq!(err.to_string(), "Parquet error: Invalid page header");
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We don't implement Default for the thrift structs nor Debug for Page. Instead you'll have to explicitly instantiate the page header. Something like

    let page_header = PageHeader {
        r#type: PageType::DATA_PAGE_V2,
        uncompressed_page_size: 10,
        compressed_page_size: 10,
        data_page_header: None,
        index_page_header: None,
        dictionary_page_header: None,
        crc: None,
        data_page_header_v2: Some(DataPageHeaderV2 {
            num_nulls: 0,
            num_rows: 0,
            num_values: 0,
            encoding: Encoding::PLAIN,
            definition_levels_byte_length: 11,
            repetition_levels_byte_length: 0,
            is_compressed: None,
            statistics: None,
        }),
    };

    let buffer = Bytes::new();
    match decode_page(page_header, buffer, Type::INT32, None) {
        Err(e) => assert_eq!(e.to_string(), "Parquet error: Invalid page header"),
        _ => panic!("should have failed"),
    }

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etseidl commented Oct 17, 2025

Thanks @rambleraptor. Your force push seems to have done away with the merge from head. Could you please merge in origin/main after fixing the failing tests?

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alamb commented Oct 18, 2025

🤖 ./gh_compare_arrow.sh Benchmark Script Running
Linux aal-dev 6.14.0-1017-gcp #18~24.04.1-Ubuntu SMP Tue Sep 23 17:51:44 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
Comparing fix-some-panics (cdd9f0a) to 891d31d diff
BENCH_NAME=arrow_reader
BENCH_COMMAND=cargo bench --features=arrow,async,test_common,experimental --bench arrow_reader
BENCH_FILTER=
BENCH_BRANCH_NAME=fix-some-panics
Results will be posted here when complete

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alamb commented Oct 18, 2025

🤖: Benchmark completed

Details

group                                                                                                      fix-some-panics                        main
-----                                                                                                      ---------------                        ----
arrow_array_reader/BYTE_ARRAY/Decimal128Array/plain encoded, mandatory, no NULLs                           1.00   1272.6±3.11µs        ? ?/sec    1.00  1272.5±10.23µs        ? ?/sec
arrow_array_reader/BYTE_ARRAY/Decimal128Array/plain encoded, optional, half NULLs                          1.00   1290.3±2.88µs        ? ?/sec    1.02   1309.8±2.91µs        ? ?/sec
arrow_array_reader/BYTE_ARRAY/Decimal128Array/plain encoded, optional, no NULLs                            1.00   1279.6±3.46µs        ? ?/sec    1.00  1278.2±11.88µs        ? ?/sec
arrow_array_reader/BinaryArray/dictionary encoded, mandatory, no NULLs                                     1.03    489.9±2.78µs        ? ?/sec    1.00    474.0±2.90µs        ? ?/sec
arrow_array_reader/BinaryArray/dictionary encoded, optional, half NULLs                                    1.00    636.9±1.26µs        ? ?/sec    1.06    672.0±2.03µs        ? ?/sec
arrow_array_reader/BinaryArray/dictionary encoded, optional, no NULLs                                      1.00    481.3±3.40µs        ? ?/sec    1.03    494.8±2.44µs        ? ?/sec
arrow_array_reader/BinaryArray/plain encoded, mandatory, no NULLs                                          1.00    564.3±3.05µs        ? ?/sec    1.00    564.0±3.41µs        ? ?/sec
arrow_array_reader/BinaryArray/plain encoded, optional, half NULLs                                         1.00    701.1±4.25µs        ? ?/sec    1.06    740.2±2.53µs        ? ?/sec
arrow_array_reader/BinaryArray/plain encoded, optional, no NULLs                                           1.00    575.3±4.06µs        ? ?/sec    1.00    572.7±2.25µs        ? ?/sec
arrow_array_reader/BinaryViewArray/dictionary encoded, mandatory, no NULLs                                 1.13    269.8±1.96µs        ? ?/sec    1.00    238.8±2.08µs        ? ?/sec
arrow_array_reader/BinaryViewArray/dictionary encoded, optional, half NULLs                                1.06    236.6±1.85µs        ? ?/sec    1.00    223.5±0.43µs        ? ?/sec
arrow_array_reader/BinaryViewArray/dictionary encoded, optional, no NULLs                                  1.14    278.7±2.61µs        ? ?/sec    1.00    243.5±4.02µs        ? ?/sec
arrow_array_reader/BinaryViewArray/plain encoded, mandatory, no NULLs                                      1.27   379.7±25.41µs        ? ?/sec    1.00    300.0±1.14µs        ? ?/sec
arrow_array_reader/BinaryViewArray/plain encoded, mandatory, no NULLs, short string                        1.22    348.6±0.75µs        ? ?/sec    1.00    286.5±3.83µs        ? ?/sec
arrow_array_reader/BinaryViewArray/plain encoded, optional, half NULLs                                     1.13    300.7±1.16µs        ? ?/sec    1.00    266.1±1.78µs        ? ?/sec
arrow_array_reader/BinaryViewArray/plain encoded, optional, no NULLs                                       1.25    383.3±1.43µs        ? ?/sec    1.00    306.7±0.78µs        ? ?/sec
arrow_array_reader/FIXED_LEN_BYTE_ARRAY/Decimal128Array/byte_stream_split encoded, mandatory, no NULLs     1.05   1078.2±3.73µs        ? ?/sec    1.00  1027.4±10.58µs        ? ?/sec
arrow_array_reader/FIXED_LEN_BYTE_ARRAY/Decimal128Array/byte_stream_split encoded, optional, half NULLs    1.06    931.2±7.54µs        ? ?/sec    1.00    875.6±3.48µs        ? ?/sec
arrow_array_reader/FIXED_LEN_BYTE_ARRAY/Decimal128Array/byte_stream_split encoded, optional, no NULLs      1.05  1089.6±18.07µs        ? ?/sec    1.00   1033.4±2.65µs        ? ?/sec
arrow_array_reader/FIXED_LEN_BYTE_ARRAY/Decimal128Array/plain encoded, mandatory, no NULLs                 1.01    407.4±4.66µs        ? ?/sec    1.00    402.0±2.59µs        ? ?/sec
arrow_array_reader/FIXED_LEN_BYTE_ARRAY/Decimal128Array/plain encoded, optional, half NULLs                1.04    579.8±2.63µs        ? ?/sec    1.00    556.8±2.46µs        ? ?/sec
arrow_array_reader/FIXED_LEN_BYTE_ARRAY/Decimal128Array/plain encoded, optional, no NULLs                  1.00    409.5±2.73µs        ? ?/sec    1.00    410.0±4.07µs        ? ?/sec
arrow_array_reader/FIXED_LEN_BYTE_ARRAY/Float16Array/byte_stream_split encoded, mandatory, no NULLs        1.04    202.4±0.60µs        ? ?/sec    1.00    195.1±0.36µs        ? ?/sec
arrow_array_reader/FIXED_LEN_BYTE_ARRAY/Float16Array/byte_stream_split encoded, optional, half NULLs       1.01    344.3±2.01µs        ? ?/sec    1.00    339.3±0.90µs        ? ?/sec
arrow_array_reader/FIXED_LEN_BYTE_ARRAY/Float16Array/byte_stream_split encoded, optional, no NULLs         1.04    208.5±0.32µs        ? ?/sec    1.00    200.1±0.34µs        ? ?/sec
arrow_array_reader/FIXED_LEN_BYTE_ARRAY/Float16Array/plain encoded, mandatory, no NULLs                    1.00    118.6±0.27µs        ? ?/sec    1.00    119.0±0.35µs        ? ?/sec
arrow_array_reader/FIXED_LEN_BYTE_ARRAY/Float16Array/plain encoded, optional, half NULLs                   1.00    301.2±0.37µs        ? ?/sec    1.00    301.7±0.40µs        ? ?/sec
arrow_array_reader/FIXED_LEN_BYTE_ARRAY/Float16Array/plain encoded, optional, no NULLs                     1.00    122.8±0.22µs        ? ?/sec    1.02    125.2±0.26µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(16)/byte_stream_split encoded, mandatory, no NULLs                    1.07    734.1±1.82µs        ? ?/sec    1.00    687.6±1.30µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(16)/byte_stream_split encoded, optional, half NULLs                   1.10    577.7±1.49µs        ? ?/sec    1.00    525.6±1.19µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(16)/byte_stream_split encoded, optional, no NULLs                     1.07    741.0±2.20µs        ? ?/sec    1.00    692.9±1.47µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(16)/plain encoded, mandatory, no NULLs                                1.22     69.3±3.81µs        ? ?/sec    1.00     56.8±2.31µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(16)/plain encoded, optional, half NULLs                               1.16    247.8±1.65µs        ? ?/sec    1.00    213.0±1.04µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(16)/plain encoded, optional, no NULLs                                 1.06     75.5±5.78µs        ? ?/sec    1.00     71.2±5.15µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(2)/byte_stream_split encoded, mandatory, no NULLs                     1.09     93.9±0.92µs        ? ?/sec    1.00     85.8±0.23µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(2)/byte_stream_split encoded, optional, half NULLs                    1.03    233.7±1.71µs        ? ?/sec    1.00    227.5±0.43µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(2)/byte_stream_split encoded, optional, no NULLs                      1.09     99.1±0.19µs        ? ?/sec    1.00     91.1±0.27µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(2)/plain encoded, mandatory, no NULLs                                 1.00      9.3±0.14µs        ? ?/sec    1.01      9.3±0.19µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(2)/plain encoded, optional, half NULLs                                1.01    190.4±0.20µs        ? ?/sec    1.00    189.4±0.17µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(2)/plain encoded, optional, no NULLs                                  1.00     14.5±0.16µs        ? ?/sec    1.03     14.9±0.37µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(4)/byte_stream_split encoded, mandatory, no NULLs                     1.08    183.6±0.31µs        ? ?/sec    1.00    170.3±0.52µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(4)/byte_stream_split encoded, optional, half NULLs                    1.00    345.0±6.06µs        ? ?/sec    1.00    345.3±4.02µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(4)/byte_stream_split encoded, optional, no NULLs                      1.08    189.3±0.55µs        ? ?/sec    1.00    175.9±0.47µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(4)/plain encoded, mandatory, no NULLs                                 1.02     13.7±0.38µs        ? ?/sec    1.00     13.5±0.24µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(4)/plain encoded, optional, half NULLs                                1.00    259.3±0.49µs        ? ?/sec    1.04    268.7±0.98µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(4)/plain encoded, optional, no NULLs                                  1.00     20.3±0.50µs        ? ?/sec    1.02     20.6±0.39µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(8)/byte_stream_split encoded, mandatory, no NULLs                     1.07    365.8±0.75µs        ? ?/sec    1.00    341.3±3.10µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(8)/byte_stream_split encoded, optional, half NULLs                    1.13    384.1±0.86µs        ? ?/sec    1.00    338.6±0.78µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(8)/byte_stream_split encoded, optional, no NULLs                      1.08    372.5±0.73µs        ? ?/sec    1.00    346.3±0.49µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(8)/plain encoded, mandatory, no NULLs                                 1.00     26.9±1.08µs        ? ?/sec    1.01     27.2±0.33µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(8)/plain encoded, optional, half NULLs                                1.18    215.6±0.77µs        ? ?/sec    1.00    182.6±0.41µs        ? ?/sec
arrow_array_reader/FixedLenByteArray(8)/plain encoded, optional, no NULLs                                  1.12     36.3±1.21µs        ? ?/sec    1.00     32.6±0.33µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/binary packed skip, mandatory, no NULLs                           1.03    123.4±0.17µs        ? ?/sec    1.00    120.4±0.29µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/binary packed skip, optional, half NULLs                          1.02    125.9±0.51µs        ? ?/sec    1.00    123.2±0.21µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/binary packed skip, optional, no NULLs                            1.03    127.2±0.27µs        ? ?/sec    1.00    123.5±0.48µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/binary packed, mandatory, no NULLs                                1.02    173.3±0.33µs        ? ?/sec    1.00    169.6±0.28µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/binary packed, optional, half NULLs                               1.02    206.6±0.63µs        ? ?/sec    1.00    203.4±0.33µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/binary packed, optional, no NULLs                                 1.02    179.5±0.63µs        ? ?/sec    1.00    175.2±0.36µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/byte_stream_split encoded, mandatory, no NULLs                    1.00     75.8±0.13µs        ? ?/sec    1.00     75.6±0.17µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/byte_stream_split encoded, optional, half NULLs                   1.01    155.9±0.31µs        ? ?/sec    1.00    154.9±0.58µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/byte_stream_split encoded, optional, no NULLs                     1.03     83.3±0.83µs        ? ?/sec    1.00     80.9±0.18µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/dictionary encoded, mandatory, no NULLs                           1.00    136.0±0.84µs        ? ?/sec    1.06    143.9±0.20µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/dictionary encoded, optional, half NULLs                          1.00    189.1±0.40µs        ? ?/sec    1.01    191.1±0.40µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/dictionary encoded, optional, no NULLs                            1.00    142.4±0.31µs        ? ?/sec    1.04    148.1±1.34µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/plain encoded, mandatory, no NULLs                                1.01     74.2±0.26µs        ? ?/sec    1.00     73.4±0.33µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/plain encoded, optional, half NULLs                               1.02    153.6±0.29µs        ? ?/sec    1.00    150.4±0.39µs        ? ?/sec
arrow_array_reader/INT32/Decimal128Array/plain encoded, optional, no NULLs                                 1.02     79.9±0.25µs        ? ?/sec    1.00     78.3±0.31µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/binary packed skip, mandatory, no NULLs                           1.01    118.0±0.14µs        ? ?/sec    1.00    116.3±0.25µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/binary packed skip, optional, half NULLs                          1.03    140.0±0.27µs        ? ?/sec    1.00    135.4±1.04µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/binary packed skip, optional, no NULLs                            1.03    121.5±0.24µs        ? ?/sec    1.00    117.8±0.21µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/binary packed, mandatory, no NULLs                                1.03    176.5±0.43µs        ? ?/sec    1.00    171.2±1.12µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/binary packed, optional, half NULLs                               1.00    240.7±0.79µs        ? ?/sec    1.00    239.9±0.70µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/binary packed, optional, no NULLs                                 1.03    182.8±1.23µs        ? ?/sec    1.00    176.8±0.41µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/byte_stream_split encoded, mandatory, no NULLs                    1.00    201.1±0.58µs        ? ?/sec    1.00    201.9±0.41µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/byte_stream_split encoded, optional, half NULLs                   1.00    249.2±0.46µs        ? ?/sec    1.01    252.7±3.40µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/byte_stream_split encoded, optional, no NULLs                     1.00    207.5±0.44µs        ? ?/sec    1.01    209.0±0.43µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/dictionary encoded, mandatory, no NULLs                           1.00    143.2±0.34µs        ? ?/sec    1.05    150.4±0.44µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/dictionary encoded, optional, half NULLs                          1.00    219.4±1.92µs        ? ?/sec    1.01    222.5±0.45µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/dictionary encoded, optional, no NULLs                            1.00    149.9±1.42µs        ? ?/sec    1.04    156.0±0.24µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/plain encoded, mandatory, no NULLs                                1.00    105.0±1.43µs        ? ?/sec    1.02    106.9±1.22µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/plain encoded, optional, half NULLs                               1.00    200.0±0.69µs        ? ?/sec    1.02    203.4±2.85µs        ? ?/sec
arrow_array_reader/INT64/Decimal128Array/plain encoded, optional, no NULLs                                 1.03    114.0±0.64µs        ? ?/sec    1.00    110.3±2.08µs        ? ?/sec
arrow_array_reader/Int16Array/binary packed skip, mandatory, no NULLs                                      1.04    102.9±0.26µs        ? ?/sec    1.00     98.9±0.15µs        ? ?/sec
arrow_array_reader/Int16Array/binary packed skip, optional, half NULLs                                     1.03    105.3±0.33µs        ? ?/sec    1.00    102.4±0.18µs        ? ?/sec
arrow_array_reader/Int16Array/binary packed skip, optional, no NULLs                                       1.05    106.4±0.24µs        ? ?/sec    1.00    101.5±0.33µs        ? ?/sec
arrow_array_reader/Int16Array/binary packed, mandatory, no NULLs                                           1.03    132.2±1.32µs        ? ?/sec    1.00    128.7±0.24µs        ? ?/sec
arrow_array_reader/Int16Array/binary packed, optional, half NULLs                                          1.01    165.1±0.63µs        ? ?/sec    1.00    163.2±0.39µs        ? ?/sec
arrow_array_reader/Int16Array/binary packed, optional, no NULLs                                            1.04    138.1±0.25µs        ? ?/sec    1.00    133.3±0.19µs        ? ?/sec
arrow_array_reader/Int16Array/byte_stream_split encoded, mandatory, no NULLs                               1.00     44.6±0.11µs        ? ?/sec    1.00     44.5±0.09µs        ? ?/sec
arrow_array_reader/Int16Array/byte_stream_split encoded, optional, half NULLs                              1.01    119.4±0.27µs        ? ?/sec    1.00    117.8±0.31µs        ? ?/sec
arrow_array_reader/Int16Array/byte_stream_split encoded, optional, no NULLs                                1.03     50.2±0.11µs        ? ?/sec    1.00     48.6±0.10µs        ? ?/sec
arrow_array_reader/Int16Array/dictionary encoded, mandatory, no NULLs                                      1.00    102.9±0.19µs        ? ?/sec    1.07    110.2±0.36µs        ? ?/sec
arrow_array_reader/Int16Array/dictionary encoded, optional, half NULLs                                     1.00    153.8±0.27µs        ? ?/sec    1.01    155.7±0.48µs        ? ?/sec
arrow_array_reader/Int16Array/dictionary encoded, optional, no NULLs                                       1.00    108.8±0.24µs        ? ?/sec    1.06    115.6±0.17µs        ? ?/sec
arrow_array_reader/Int16Array/plain encoded, mandatory, no NULLs                                           1.00     38.5±0.05µs        ? ?/sec    1.01     39.1±0.10µs        ? ?/sec
arrow_array_reader/Int16Array/plain encoded, optional, half NULLs                                          1.01    115.8±0.27µs        ? ?/sec    1.00    115.0±0.27µs        ? ?/sec
arrow_array_reader/Int16Array/plain encoded, optional, no NULLs                                            1.01     44.7±0.40µs        ? ?/sec    1.00     44.3±0.12µs        ? ?/sec
arrow_array_reader/Int32Array/binary packed skip, mandatory, no NULLs                                      1.03     97.8±0.19µs        ? ?/sec    1.00     94.7±0.22µs        ? ?/sec
arrow_array_reader/Int32Array/binary packed skip, optional, half NULLs                                     1.02     98.1±0.23µs        ? ?/sec    1.00     96.2±0.15µs        ? ?/sec
arrow_array_reader/Int32Array/binary packed skip, optional, no NULLs                                       1.04    101.4±0.16µs        ? ?/sec    1.00     97.3±0.13µs        ? ?/sec
arrow_array_reader/Int32Array/binary packed, mandatory, no NULLs                                           1.02    122.3±0.40µs        ? ?/sec    1.00    119.6±0.23µs        ? ?/sec
arrow_array_reader/Int32Array/binary packed, optional, half NULLs                                          1.00    148.9±0.34µs        ? ?/sec    1.01    150.3±0.22µs        ? ?/sec
arrow_array_reader/Int32Array/binary packed, optional, no NULLs                                            1.03    128.2±1.30µs        ? ?/sec    1.00    124.4±0.58µs        ? ?/sec
arrow_array_reader/Int32Array/byte_stream_split encoded, mandatory, no NULLs                               1.00     26.0±0.16µs        ? ?/sec    1.03     26.9±0.22µs        ? ?/sec
arrow_array_reader/Int32Array/byte_stream_split encoded, optional, half NULLs                              1.00    100.7±0.20µs        ? ?/sec    1.00    101.0±0.25µs        ? ?/sec
arrow_array_reader/Int32Array/byte_stream_split encoded, optional, no NULLs                                1.02     32.0±0.19µs        ? ?/sec    1.00     31.4±0.32µs        ? ?/sec
arrow_array_reader/Int32Array/dictionary encoded, mandatory, no NULLs                                      1.00     84.7±0.31µs        ? ?/sec    1.10     92.8±0.31µs        ? ?/sec
arrow_array_reader/Int32Array/dictionary encoded, optional, half NULLs                                     1.01    134.3±0.20µs        ? ?/sec    1.00    133.5±0.32µs        ? ?/sec
arrow_array_reader/Int32Array/dictionary encoded, optional, no NULLs                                       1.00     91.1±0.37µs        ? ?/sec    1.05     95.3±0.18µs        ? ?/sec
arrow_array_reader/Int32Array/plain encoded, mandatory, no NULLs                                           1.00     18.1±0.58µs        ? ?/sec    1.00     18.2±0.30µs        ? ?/sec
arrow_array_reader/Int32Array/plain encoded, optional, half NULLs                                          1.00     95.7±0.18µs        ? ?/sec    1.01     97.0±0.64µs        ? ?/sec
arrow_array_reader/Int32Array/plain encoded, optional, no NULLs                                            1.02     26.1±0.28µs        ? ?/sec    1.00     25.7±0.47µs        ? ?/sec
arrow_array_reader/Int64Array/binary packed skip, mandatory, no NULLs                                      1.01     89.6±0.22µs        ? ?/sec    1.00     88.9±0.78µs        ? ?/sec
arrow_array_reader/Int64Array/binary packed skip, optional, half NULLs                                     1.02    108.7±0.39µs        ? ?/sec    1.00    107.1±0.51µs        ? ?/sec
arrow_array_reader/Int64Array/binary packed skip, optional, no NULLs                                       1.02     93.2±0.24µs        ? ?/sec    1.00     91.2±0.27µs        ? ?/sec
arrow_array_reader/Int64Array/binary packed, mandatory, no NULLs                                           1.04    123.0±0.52µs        ? ?/sec    1.00    118.4±0.52µs        ? ?/sec
arrow_array_reader/Int64Array/binary packed, optional, half NULLs                                          1.03    179.2±0.70µs        ? ?/sec    1.00    173.6±1.95µs        ? ?/sec
arrow_array_reader/Int64Array/binary packed, optional, no NULLs                                            1.05    127.1±0.44µs        ? ?/sec    1.00    121.5±0.62µs        ? ?/sec
arrow_array_reader/Int64Array/byte_stream_split encoded, mandatory, no NULLs                               1.00    149.0±0.34µs        ? ?/sec    1.01    150.1±0.36µs        ? ?/sec
arrow_array_reader/Int64Array/byte_stream_split encoded, optional, half NULLs                              1.01    196.5±0.60µs        ? ?/sec    1.00    193.7±1.50µs        ? ?/sec
arrow_array_reader/Int64Array/byte_stream_split encoded, optional, no NULLs                                1.00    155.5±0.33µs        ? ?/sec    1.00    155.2±0.34µs        ? ?/sec
arrow_array_reader/Int64Array/dictionary encoded, mandatory, no NULLs                                      1.00     91.0±0.69µs        ? ?/sec    1.08     98.5±0.39µs        ? ?/sec
arrow_array_reader/Int64Array/dictionary encoded, optional, half NULLs                                     1.00    163.6±0.34µs        ? ?/sec    1.01    164.6±0.27µs        ? ?/sec
arrow_array_reader/Int64Array/dictionary encoded, optional, no NULLs                                       1.00     96.8±0.71µs        ? ?/sec    1.08    104.1±0.78µs        ? ?/sec
arrow_array_reader/Int64Array/plain encoded, mandatory, no NULLs                                           1.00     41.9±0.46µs        ? ?/sec    1.16     48.8±2.21µs        ? ?/sec
arrow_array_reader/Int64Array/plain encoded, optional, half NULLs                                          1.02    140.0±1.81µs        ? ?/sec    1.00    137.4±0.75µs        ? ?/sec
arrow_array_reader/Int64Array/plain encoded, optional, no NULLs                                            1.00     50.0±1.11µs        ? ?/sec    1.06     53.3±1.81µs        ? ?/sec
arrow_array_reader/Int8Array/binary packed skip, mandatory, no NULLs                                       1.04     98.7±0.14µs        ? ?/sec    1.00     94.5±0.99µs        ? ?/sec
arrow_array_reader/Int8Array/binary packed skip, optional, half NULLs                                      1.03    101.4±0.24µs        ? ?/sec    1.00     98.3±0.21µs        ? ?/sec
arrow_array_reader/Int8Array/binary packed skip, optional, no NULLs                                        1.06    102.2±0.17µs        ? ?/sec    1.00     96.7±0.19µs        ? ?/sec
arrow_array_reader/Int8Array/binary packed, mandatory, no NULLs                                            1.07    130.4±0.25µs        ? ?/sec    1.00    121.8±0.25µs        ? ?/sec
arrow_array_reader/Int8Array/binary packed, optional, half NULLs                                           1.03    161.6±0.50µs        ? ?/sec    1.00    156.3±1.27µs        ? ?/sec
arrow_array_reader/Int8Array/binary packed, optional, no NULLs                                             1.08    136.3±0.20µs        ? ?/sec    1.00    126.1±0.23µs        ? ?/sec
arrow_array_reader/Int8Array/byte_stream_split encoded, mandatory, no NULLs                                1.01     35.1±0.15µs        ? ?/sec    1.00     34.7±0.06µs        ? ?/sec
arrow_array_reader/Int8Array/byte_stream_split encoded, optional, half NULLs                               1.01    111.3±0.40µs        ? ?/sec    1.00    110.2±0.23µs        ? ?/sec
arrow_array_reader/Int8Array/byte_stream_split encoded, optional, no NULLs                                 1.04     40.9±0.09µs        ? ?/sec    1.00     39.3±0.04µs        ? ?/sec
arrow_array_reader/Int8Array/dictionary encoded, mandatory, no NULLs                                       1.00     94.7±0.16µs        ? ?/sec    1.08    102.5±0.85µs        ? ?/sec
arrow_array_reader/Int8Array/dictionary encoded, optional, half NULLs                                      1.00    145.0±0.29µs        ? ?/sec    1.02    147.7±1.15µs        ? ?/sec
arrow_array_reader/Int8Array/dictionary encoded, optional, no NULLs                                        1.00    100.7±0.18µs        ? ?/sec    1.06    106.9±0.28µs        ? ?/sec
arrow_array_reader/Int8Array/plain encoded, mandatory, no NULLs                                            1.00     30.8±0.22µs        ? ?/sec    1.01     31.0±0.22µs        ? ?/sec
arrow_array_reader/Int8Array/plain encoded, optional, half NULLs                                           1.01    109.9±1.76µs        ? ?/sec    1.00    108.8±0.99µs        ? ?/sec
arrow_array_reader/Int8Array/plain encoded, optional, no NULLs                                             1.03     36.8±0.16µs        ? ?/sec    1.00     35.9±0.39µs        ? ?/sec
arrow_array_reader/ListArray/plain encoded optional strings half NULLs                                     1.00      7.0±0.08ms        ? ?/sec    1.05      7.4±0.03ms        ? ?/sec
arrow_array_reader/ListArray/plain encoded optional strings no NULLs                                       1.00     12.7±0.13ms        ? ?/sec    1.04     13.2±0.12ms        ? ?/sec
arrow_array_reader/StringArray/dictionary encoded, mandatory, no NULLs                                     1.01    491.0±3.23µs        ? ?/sec    1.00    486.4±3.09µs        ? ?/sec
arrow_array_reader/StringArray/dictionary encoded, optional, half NULLs                                    1.00    650.3±1.94µs        ? ?/sec    1.03    671.2±1.81µs        ? ?/sec
arrow_array_reader/StringArray/dictionary encoded, optional, no NULLs                                      1.00    495.2±2.99µs        ? ?/sec    1.00    493.2±3.11µs        ? ?/sec
arrow_array_reader/StringArray/plain encoded, mandatory, no NULLs                                          1.00    669.5±2.08µs        ? ?/sec    1.05    702.6±5.73µs        ? ?/sec
arrow_array_reader/StringArray/plain encoded, optional, half NULLs                                         1.00    750.4±2.11µs        ? ?/sec    1.08    813.4±1.66µs        ? ?/sec
arrow_array_reader/StringArray/plain encoded, optional, no NULLs                                           1.00    678.7±2.89µs        ? ?/sec    1.05    712.6±5.90µs        ? ?/sec
arrow_array_reader/StringDictionary/dictionary encoded, mandatory, no NULLs                                1.00    293.2±1.07µs        ? ?/sec    1.01    296.7±0.62µs        ? ?/sec
arrow_array_reader/StringDictionary/dictionary encoded, optional, half NULLs                               1.01    358.5±3.88µs        ? ?/sec    1.00    353.3±0.82µs        ? ?/sec
arrow_array_reader/StringDictionary/dictionary encoded, optional, no NULLs                                 1.00    299.2±0.55µs        ? ?/sec    1.01    301.1±0.79µs        ? ?/sec
arrow_array_reader/StringViewArray/dictionary encoded, mandatory, no NULLs                                 1.13    271.3±2.69µs        ? ?/sec    1.00    239.2±2.47µs        ? ?/sec
arrow_array_reader/StringViewArray/dictionary encoded, optional, half NULLs                                1.12    243.8±0.46µs        ? ?/sec    1.00    216.7±0.63µs        ? ?/sec
arrow_array_reader/StringViewArray/dictionary encoded, optional, no NULLs                                  1.21    285.3±3.08µs        ? ?/sec    1.00    236.7±3.10µs        ? ?/sec
arrow_array_reader/StringViewArray/plain encoded, mandatory, no NULLs                                      1.00    457.5±1.74µs        ? ?/sec    1.05    482.0±1.78µs        ? ?/sec
arrow_array_reader/StringViewArray/plain encoded, optional, half NULLs                                     1.00    337.9±0.82µs        ? ?/sec    1.05    353.4±1.72µs        ? ?/sec
arrow_array_reader/StringViewArray/plain encoded, optional, no NULLs                                       1.00    467.9±1.64µs        ? ?/sec    1.05    493.5±6.37µs        ? ?/sec
arrow_array_reader/UInt16Array/binary packed skip, mandatory, no NULLs                                     1.02    107.2±0.32µs        ? ?/sec    1.00    105.2±0.18µs        ? ?/sec
arrow_array_reader/UInt16Array/binary packed skip, optional, half NULLs                                    1.02    108.2±0.44µs        ? ?/sec    1.00    106.2±0.14µs        ? ?/sec
arrow_array_reader/UInt16Array/binary packed skip, optional, no NULLs                                      1.02    110.1±0.21µs        ? ?/sec    1.00    107.9±0.38µs        ? ?/sec
arrow_array_reader/UInt16Array/binary packed, mandatory, no NULLs                                          1.01    140.3±0.27µs        ? ?/sec    1.00    138.4±0.34µs        ? ?/sec
arrow_array_reader/UInt16Array/binary packed, optional, half NULLs                                         1.02    171.4±0.65µs        ? ?/sec    1.00    168.5±0.50µs        ? ?/sec
arrow_array_reader/UInt16Array/binary packed, optional, no NULLs                                           1.03    146.7±0.44µs        ? ?/sec    1.00    142.8±0.26µs        ? ?/sec
arrow_array_reader/UInt16Array/byte_stream_split encoded, mandatory, no NULLs                              1.00     44.5±0.08µs        ? ?/sec    1.00     44.6±0.09µs        ? ?/sec
arrow_array_reader/UInt16Array/byte_stream_split encoded, optional, half NULLs                             1.00    118.2±0.34µs        ? ?/sec    1.01    118.8±0.85µs        ? ?/sec
arrow_array_reader/UInt16Array/byte_stream_split encoded, optional, no NULLs                               1.02     49.9±0.10µs        ? ?/sec    1.00     48.9±0.29µs        ? ?/sec
arrow_array_reader/UInt16Array/dictionary encoded, mandatory, no NULLs                                     1.00    102.8±0.75µs        ? ?/sec    1.07    110.5±0.23µs        ? ?/sec
arrow_array_reader/UInt16Array/dictionary encoded, optional, half NULLs                                    1.00    152.8±0.24µs        ? ?/sec    1.02    155.6±0.30µs        ? ?/sec
arrow_array_reader/UInt16Array/dictionary encoded, optional, no NULLs                                      1.00    108.7±0.40µs        ? ?/sec    1.06    115.4±0.28µs        ? ?/sec
arrow_array_reader/UInt16Array/plain encoded, mandatory, no NULLs                                          1.00     38.7±0.11µs        ? ?/sec    1.00     38.8±0.05µs        ? ?/sec
arrow_array_reader/UInt16Array/plain encoded, optional, half NULLs                                         1.01    117.0±0.22µs        ? ?/sec    1.00    115.5±0.27µs        ? ?/sec
arrow_array_reader/UInt16Array/plain encoded, optional, no NULLs                                           1.02     44.8±0.14µs        ? ?/sec    1.00     43.9±0.26µs        ? ?/sec
arrow_array_reader/UInt32Array/binary packed skip, mandatory, no NULLs                                     1.04     98.1±0.27µs        ? ?/sec    1.00     94.7±0.17µs        ? ?/sec
arrow_array_reader/UInt32Array/binary packed skip, optional, half NULLs                                    1.02     98.6±0.86µs        ? ?/sec    1.00     96.4±0.34µs        ? ?/sec
arrow_array_reader/UInt32Array/binary packed skip, optional, no NULLs                                      1.04    101.5±0.26µs        ? ?/sec    1.00     97.9±0.33µs        ? ?/sec
arrow_array_reader/UInt32Array/binary packed, mandatory, no NULLs                                          1.03    123.2±1.24µs        ? ?/sec    1.00    119.4±0.24µs        ? ?/sec
arrow_array_reader/UInt32Array/binary packed, optional, half NULLs                                         1.02    152.4±0.49µs        ? ?/sec    1.00    149.1±0.23µs        ? ?/sec
arrow_array_reader/UInt32Array/binary packed, optional, no NULLs                                           1.04    129.2±1.22µs        ? ?/sec    1.00    124.0±0.28µs        ? ?/sec
arrow_array_reader/UInt32Array/byte_stream_split encoded, mandatory, no NULLs                              1.00     26.7±0.21µs        ? ?/sec    1.01     26.8±0.26µs        ? ?/sec
arrow_array_reader/UInt32Array/byte_stream_split encoded, optional, half NULLs                             1.01    101.9±0.32µs        ? ?/sec    1.00    100.4±0.14µs        ? ?/sec
arrow_array_reader/UInt32Array/byte_stream_split encoded, optional, no NULLs                               1.04     32.3±0.17µs        ? ?/sec    1.00     31.1±0.30µs        ? ?/sec
arrow_array_reader/UInt32Array/dictionary encoded, mandatory, no NULLs                                     1.00     84.7±0.22µs        ? ?/sec    1.10     93.1±0.33µs        ? ?/sec
arrow_array_reader/UInt32Array/dictionary encoded, optional, half NULLs                                    1.00    135.3±0.24µs        ? ?/sec    1.02    138.2±0.48µs        ? ?/sec
arrow_array_reader/UInt32Array/dictionary encoded, optional, no NULLs                                      1.00     90.8±0.35µs        ? ?/sec    1.08     98.2±0.44µs        ? ?/sec
arrow_array_reader/UInt32Array/plain encoded, mandatory, no NULLs                                          1.00     21.3±0.66µs        ? ?/sec    1.03     22.0±0.83µs        ? ?/sec
arrow_array_reader/UInt32Array/plain encoded, optional, half NULLs                                         1.01     99.1±0.32µs        ? ?/sec    1.00     98.5±0.34µs        ? ?/sec
arrow_array_reader/UInt32Array/plain encoded, optional, no NULLs                                           1.02     27.7±1.26µs        ? ?/sec    1.00     27.1±0.88µs        ? ?/sec
arrow_array_reader/UInt64Array/binary packed skip, mandatory, no NULLs                                     1.01     89.8±0.75µs        ? ?/sec    1.00     88.6±0.23µs        ? ?/sec
arrow_array_reader/UInt64Array/binary packed skip, optional, half NULLs                                    1.02    108.9±0.25µs        ? ?/sec    1.00    106.8±0.49µs        ? ?/sec
arrow_array_reader/UInt64Array/binary packed skip, optional, no NULLs                                      1.02     93.3±0.23µs        ? ?/sec    1.00     91.3±0.31µs        ? ?/sec
arrow_array_reader/UInt64Array/binary packed, mandatory, no NULLs                                          1.04    123.6±1.23µs        ? ?/sec    1.00    118.4±1.13µs        ? ?/sec
arrow_array_reader/UInt64Array/binary packed, optional, half NULLs                                         1.08    187.4±1.01µs        ? ?/sec    1.00    174.1±0.41µs        ? ?/sec
arrow_array_reader/UInt64Array/binary packed, optional, no NULLs                                           1.07    130.0±0.64µs        ? ?/sec    1.00    121.2±0.40µs        ? ?/sec
arrow_array_reader/UInt64Array/byte_stream_split encoded, mandatory, no NULLs                              1.00    150.0±0.92µs        ? ?/sec    1.00    149.6±0.46µs        ? ?/sec
arrow_array_reader/UInt64Array/byte_stream_split encoded, optional, half NULLs                             1.01    196.5±2.20µs        ? ?/sec    1.00    195.0±0.39µs        ? ?/sec
arrow_array_reader/UInt64Array/byte_stream_split encoded, optional, no NULLs                               1.01    156.8±0.44µs        ? ?/sec    1.00    154.9±0.39µs        ? ?/sec
arrow_array_reader/UInt64Array/dictionary encoded, mandatory, no NULLs                                     1.00     90.8±0.40µs        ? ?/sec    1.08     97.9±0.46µs        ? ?/sec
arrow_array_reader/UInt64Array/dictionary encoded, optional, half NULLs                                    1.00    164.5±0.34µs        ? ?/sec    1.00    164.6±0.41µs        ? ?/sec
arrow_array_reader/UInt64Array/dictionary encoded, optional, no NULLs                                      1.00     96.6±0.47µs        ? ?/sec    1.07    103.3±0.40µs        ? ?/sec
arrow_array_reader/UInt64Array/plain encoded, mandatory, no NULLs                                          1.00     42.6±0.61µs        ? ?/sec    1.12     47.7±2.42µs        ? ?/sec
arrow_array_reader/UInt64Array/plain encoded, optional, half NULLs                                         1.03    140.9±1.40µs        ? ?/sec    1.00    136.9±2.04µs        ? ?/sec
arrow_array_reader/UInt64Array/plain encoded, optional, no NULLs                                           1.00     49.7±1.25µs        ? ?/sec    1.07     53.1±3.08µs        ? ?/sec
arrow_array_reader/UInt8Array/binary packed skip, mandatory, no NULLs                                      1.00    105.5±0.35µs        ? ?/sec    1.00    105.7±0.38µs        ? ?/sec
arrow_array_reader/UInt8Array/binary packed skip, optional, half NULLs                                     1.01    105.0±0.72µs        ? ?/sec    1.00    103.6±0.83µs        ? ?/sec
arrow_array_reader/UInt8Array/binary packed skip, optional, no NULLs                                       1.01    109.0±0.25µs        ? ?/sec    1.00    107.9±0.18µs        ? ?/sec
arrow_array_reader/UInt8Array/binary packed, mandatory, no NULLs                                           1.00    138.9±0.48µs        ? ?/sec    1.02    141.3±0.66µs        ? ?/sec
arrow_array_reader/UInt8Array/binary packed, optional, half NULLs                                          1.01    166.3±0.50µs        ? ?/sec    1.00    164.5±0.34µs        ? ?/sec
arrow_array_reader/UInt8Array/binary packed, optional, no NULLs                                            1.00    145.0±0.97µs        ? ?/sec    1.00    145.4±0.28µs        ? ?/sec
arrow_array_reader/UInt8Array/byte_stream_split encoded, mandatory, no NULLs                               1.00     36.4±0.05µs        ? ?/sec    1.00     36.6±0.08µs        ? ?/sec
arrow_array_reader/UInt8Array/byte_stream_split encoded, optional, half NULLs                              1.01    111.9±0.29µs        ? ?/sec    1.00    110.9±0.33µs        ? ?/sec
arrow_array_reader/UInt8Array/byte_stream_split encoded, optional, no NULLs                                1.03     42.1±0.11µs        ? ?/sec    1.00     40.9±0.09µs        ? ?/sec
arrow_array_reader/UInt8Array/dictionary encoded, mandatory, no NULLs                                      1.00     94.8±0.11µs        ? ?/sec    1.08    102.3±1.74µs        ? ?/sec
arrow_array_reader/UInt8Array/dictionary encoded, optional, half NULLs                                     1.00    146.2±2.17µs        ? ?/sec    1.01    147.1±0.29µs        ? ?/sec
arrow_array_reader/UInt8Array/dictionary encoded, optional, no NULLs                                       1.00    101.1±0.23µs        ? ?/sec    1.06    106.8±0.18µs        ? ?/sec
arrow_array_reader/UInt8Array/plain encoded, mandatory, no NULLs                                           1.00     30.7±0.07µs        ? ?/sec    1.00     30.8±0.15µs        ? ?/sec
arrow_array_reader/UInt8Array/plain encoded, optional, half NULLs                                          1.00    108.8±0.16µs        ? ?/sec    1.00    108.3±0.29µs        ? ?/sec
arrow_array_reader/UInt8Array/plain encoded, optional, no NULLs                                            1.04     36.7±0.08µs        ? ?/sec    1.00     35.4±0.07µs        ? ?/sec

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5 participants