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fix: rework list encoder to handle list-struct #2344

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merged 2 commits into from
May 20, 2024

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westonpace
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We had previously scanned through the items pages triggering decoding in a manner that was very similar to the struct decoder but incomplete.

Now, we reuse the struct decoder in the list decoder. So the "indirect schedule & decode" is nearly identical to a direct schedule & decode. This removed some near-duplicate code and makes it so that we can handle list-struct (or list-anything)

This also forced us to fix another issue that was preventing us from decoding files with more than 2^32 rows.

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westonpace commented May 17, 2024

Leaving in draft until #2337 is resolved.

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codecov-commenter commented May 17, 2024

Codecov Report

Attention: Patch coverage is 89.64401% with 32 lines in your changes are missing coverage. Please review.

Project coverage is 80.77%. Comparing base (648adf8) to head (6c1f01b).
Report is 3 commits behind head on main.

Files Patch % Lines
rust/lance-encoding/src/encodings/logical/list.rs 82.53% 4 Missing and 7 partials ⚠️
rust/lance-encoding/src/decoder.rs 80.00% 6 Missing and 1 partial ⚠️
rust/lance-file/src/v2/reader.rs 50.00% 5 Missing ⚠️
...ust/lance-encoding/src/encodings/logical/struct.rs 97.50% 1 Missing and 3 partials ⚠️
rust/lance-encoding/src/testing.rs 89.74% 2 Missing and 2 partials ⚠️
...-encoding/src/encodings/logical/fixed_size_list.rs 0.00% 1 Missing ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             main    #2344      +/-   ##
==========================================
+ Coverage   80.75%   80.77%   +0.01%     
==========================================
  Files         192      192              
  Lines       56367    56381      +14     
  Branches    56367    56381      +14     
==========================================
+ Hits        45521    45543      +22     
- Misses       8179     8197      +18     
+ Partials     2667     2641      -26     
Flag Coverage Δ
unittests 80.77% <89.64%> (+0.01%) ⬆️

Flags with carried forward coverage won't be shown. Click here to find out more.

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

…-uses the top-level struct

decoder.  This merges two very similar code paths and reduces some duplication.  In addition, this
gives us support for things like list-struct-list (which we add tests for).

This also caused some slight refactor of the top-level struct decoder so that it now supports
64-bit indices.  This means we should be able to support files with more than 2^32 rows (not yet
tested).
@westonpace westonpace marked this pull request as ready for review May 17, 2024 22:12
@github-actions github-actions bot added the bug Something isn't working label May 17, 2024
@westonpace westonpace merged commit 2e07d71 into lancedb:main May 20, 2024
19 checks passed
renovate bot referenced this pull request in spiraldb/vortex Jun 12, 2024
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This PR contains the following updates:

| Package | Type | Update | Change |
|---|---|---|---|
| [lance](https://togithub.com/lancedb/lance) | dependencies | minor |
`0.10.16` -> `0.12.0` |

---

### Release Notes

<details>
<summary>lancedb/lance (lance)</summary>

### [`v0.12.1`](https://togithub.com/lancedb/lance/releases/tag/v0.12.1)

[Compare
Source](https://togithub.com/lancedb/lance/compare/v0.12.0...v0.12.1)

<!-- Release notes generated using configuration in .github/release.yml
at v0.12.1 -->

#### What's Changed

##### Bug Fixes 🐛

- fix: incorrect chunking was making lance datasets use too much RAM by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2438](https://togithub.com/lancedb/lance/pull/2438)

**Full Changelog**:
lancedb/lance@v0.12.0...v0.12.1

### [`v0.12.0`](https://togithub.com/lancedb/lance/releases/tag/v0.12.0)

[Compare
Source](https://togithub.com/lancedb/lance/compare/v0.11.1...v0.12.0)

<!-- Release notes generated using configuration in .github/release.yml
at v0.12.0 -->

#### What's Changed

##### Breaking Changes 🛠

- feat: change dataset uri to return full qualified url instead of
object store path by [@&#8203;eddyxu](https://togithub.com/eddyxu) in
[https://github.com/lancedb/lance/pull/2416](https://togithub.com/lancedb/lance/pull/2416)

##### New Features 🎉

- feat: new shuffler by
[@&#8203;BubbleCal](https://togithub.com/BubbleCal) in
[https://github.com/lancedb/lance/pull/2404](https://togithub.com/lancedb/lance/pull/2404)
- feat: new index builder by
[@&#8203;BubbleCal](https://togithub.com/BubbleCal) in
[https://github.com/lancedb/lance/pull/2401](https://togithub.com/lancedb/lance/pull/2401)
- feat: stable row id manifest changes by
[@&#8203;wjones127](https://togithub.com/wjones127) in
[https://github.com/lancedb/lance/pull/2363](https://togithub.com/lancedb/lance/pull/2363)
- feat: once a table has been created with v1 or v2 format then it
should always use that format by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2435](https://togithub.com/lancedb/lance/pull/2435)

##### Bug Fixes 🐛

- fix: fix file writer which was not writing page buffers in the correct
order by [@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2413](https://togithub.com/lancedb/lance/pull/2413)

##### Other Changes

- refactor: refactor logical decoders into "field decoders" by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2407](https://togithub.com/lancedb/lance/pull/2407)
- refactor: rename use_experimental_writer to use_legacy_format by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2433](https://togithub.com/lancedb/lance/pull/2433)
- refactor: minor refactor to allow I/O scheduler to be cloned in page
schedulers by [@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2432](https://togithub.com/lancedb/lance/pull/2432)

**Full Changelog**:
lancedb/lance@v0.11.1...v0.12.0

### [`v0.11.1`](https://togithub.com/lancedb/lance/releases/tag/v0.11.1)

[Compare
Source](https://togithub.com/lancedb/lance/compare/v0.11.0...v0.11.1)

<!-- Release notes generated using configuration in .github/release.yml
at v0.11.1 -->

#### What's Changed

##### New Features 🎉

- feat(java): support jdk8 by
[@&#8203;LuQQiu](https://togithub.com/LuQQiu) in
[https://github.com/lancedb/lance/pull/2362](https://togithub.com/lancedb/lance/pull/2362)
- feat: support kmode with hamming distance by
[@&#8203;eddyxu](https://togithub.com/eddyxu) in
[https://github.com/lancedb/lance/pull/2366](https://togithub.com/lancedb/lance/pull/2366)
- feat: row id index structures (experimental) by
[@&#8203;wjones127](https://togithub.com/wjones127) in
[https://github.com/lancedb/lance/pull/2303](https://togithub.com/lancedb/lance/pull/2303)
- feat: update merge_insert to add statistics for inserted, updated,
deleted rows by [@&#8203;raunaks13](https://togithub.com/raunaks13) in
[https://github.com/lancedb/lance/pull/2357](https://togithub.com/lancedb/lance/pull/2357)
- feat: define Flat index as a scan over VectorStorage by
[@&#8203;chebbyChefNEQ](https://togithub.com/chebbyChefNEQ) in
[https://github.com/lancedb/lance/pull/2380](https://togithub.com/lancedb/lance/pull/2380)
- feat: add some schema utility methods to the v2 reader/writer by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2389](https://togithub.com/lancedb/lance/pull/2389)
- feat: general compression for value page buffer by
[@&#8203;niyue](https://togithub.com/niyue) in
[https://github.com/lancedb/lance/pull/2368](https://togithub.com/lancedb/lance/pull/2368)
- feat: make the index cache size (in bytes) available by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2381](https://togithub.com/lancedb/lance/pull/2381)
- feat: add special uri scheme to use CloudFileReader for local fs by
[@&#8203;chebbyChefNEQ](https://togithub.com/chebbyChefNEQ) in
[https://github.com/lancedb/lance/pull/2402](https://togithub.com/lancedb/lance/pull/2402)
- feat: add encoder utilities for pushdown by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2388](https://togithub.com/lancedb/lance/pull/2388)

##### Bug Fixes 🐛

- fix: concat batches before writing to avoid small IO slow down by
[@&#8203;chebbyChefNEQ](https://togithub.com/chebbyChefNEQ) in
[https://github.com/lancedb/lance/pull/2384](https://togithub.com/lancedb/lance/pull/2384)
- fix: low recall if the num partitions is more than num rows by
[@&#8203;BubbleCal](https://togithub.com/BubbleCal) in
[https://github.com/lancedb/lance/pull/2386](https://togithub.com/lancedb/lance/pull/2386)
- fix: f32 reduce_min for x86 by
[@&#8203;heiher](https://togithub.com/heiher) in
[https://github.com/lancedb/lance/pull/2385](https://togithub.com/lancedb/lance/pull/2385)
- fix: fix incorrect validation logic in updater by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2408](https://togithub.com/lancedb/lance/pull/2408)

##### Performance Improvements 🚀

- perf: make VectorStorage and DistCalculator static to generate better
code by [@&#8203;BubbleCal](https://togithub.com/BubbleCal) in
[https://github.com/lancedb/lance/pull/2355](https://togithub.com/lancedb/lance/pull/2355)
- perf: optimize IO path for reading manifest by
[@&#8203;wjones127](https://togithub.com/wjones127) in
[https://github.com/lancedb/lance/pull/2396](https://togithub.com/lancedb/lance/pull/2396)

##### Other Changes

- refactor: make proto conversion fallible and not copy by
[@&#8203;wjones127](https://togithub.com/wjones127) in
[https://github.com/lancedb/lance/pull/2371](https://togithub.com/lancedb/lance/pull/2371)
- refactor: separate take and schema evolution impls to own files by
[@&#8203;wjones127](https://togithub.com/wjones127) in
[https://github.com/lancedb/lance/pull/2372](https://togithub.com/lancedb/lance/pull/2372)
- Revert "fix: concat batches before writing to avoid small IO slow down
([#&#8203;2384](https://togithub.com/lancedb/lance/issues/2384))" by
[@&#8203;chebbyChefNEQ](https://togithub.com/chebbyChefNEQ) in
[https://github.com/lancedb/lance/pull/2387](https://togithub.com/lancedb/lance/pull/2387)
- refactor: shuffle around v2 metadata sections to allow read-on-demand
statistics by [@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2400](https://togithub.com/lancedb/lance/pull/2400)

#### New Contributors

- [@&#8203;niyue](https://togithub.com/niyue) made their first
contribution in
[https://github.com/lancedb/lance/pull/2368](https://togithub.com/lancedb/lance/pull/2368)
- [@&#8203;heiher](https://togithub.com/heiher) made their first
contribution in
[https://github.com/lancedb/lance/pull/2385](https://togithub.com/lancedb/lance/pull/2385)

**Full Changelog**:
lancedb/lance@v0.11.0...v0.11.1

### [`v0.11.0`](https://togithub.com/lancedb/lance/releases/tag/v0.11.0)

[Compare
Source](https://togithub.com/lancedb/lance/compare/v0.10.18...v0.11.0)

<!-- Release notes generated using configuration in .github/release.yml
at v0.11.0 -->

#### What's Changed

##### Breaking Changes 🛠

- feat(rust)!: use BoxedError in Error::IO by
[@&#8203;broccoliSpicy](https://togithub.com/broccoliSpicy) in
[https://github.com/lancedb/lance/pull/2329](https://togithub.com/lancedb/lance/pull/2329)

##### New Features 🎉

- feat: add v2 support to fragment merge / update paths by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2311](https://togithub.com/lancedb/lance/pull/2311)
- feat: add priority to I/O scheduler by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2315](https://togithub.com/lancedb/lance/pull/2315)
- feat: add take_rows operation to the v2 file reader's python bindings
by [@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2331](https://togithub.com/lancedb/lance/pull/2331)
- feat: added example for reading and writing dataset in rust by
[@&#8203;raunaks13](https://togithub.com/raunaks13) in
[https://github.com/lancedb/lance/pull/2349](https://togithub.com/lancedb/lance/pull/2349)
- feat: new HNSW implementation by
[@&#8203;BubbleCal](https://togithub.com/BubbleCal) in
[https://github.com/lancedb/lance/pull/2353](https://togithub.com/lancedb/lance/pull/2353)
- feat: add fragment take / fixed-size-binary support to v2 format by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2354](https://togithub.com/lancedb/lance/pull/2354)

##### Bug Fixes 🐛

- fix: recognize a simple expression like 'is_foo' as a scalar index
query by [@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2356](https://togithub.com/lancedb/lance/pull/2356)
- fix: rework list encoder to handle list-struct by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2344](https://togithub.com/lancedb/lance/pull/2344)
- fix: minor bug fixes for v2 by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2361](https://togithub.com/lancedb/lance/pull/2361)

##### Documentation 📚

- docs: clearify comments in table.proto -> message DataFragment ->
physical_rows by
[@&#8203;broccoliSpicy](https://togithub.com/broccoliSpicy) in
[https://github.com/lancedb/lance/pull/2346](https://togithub.com/lancedb/lance/pull/2346)

##### Performance Improvements 🚀

- perf: use the file metadata cache in scalar indices by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2330](https://togithub.com/lancedb/lance/pull/2330)

##### Other Changes

- chore: remove `m_max` and `use_heuristic` params from HNSW builder by
[@&#8203;BubbleCal](https://togithub.com/BubbleCal) in
[https://github.com/lancedb/lance/pull/2336](https://togithub.com/lancedb/lance/pull/2336)
- fix(java): fix JNI jar loader issue by
[@&#8203;LuQQiu](https://togithub.com/LuQQiu) in
[https://github.com/lancedb/lance/pull/2340](https://togithub.com/lancedb/lance/pull/2340)
- ci: fix labeler permissions by
[@&#8203;wjones127](https://togithub.com/wjones127) in
[https://github.com/lancedb/lance/pull/2348](https://togithub.com/lancedb/lance/pull/2348)
- fix: rework decoding to fix bugs in nested struct decoding by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2337](https://togithub.com/lancedb/lance/pull/2337)

#### New Contributors

- [@&#8203;broccoliSpicy](https://togithub.com/broccoliSpicy) made their
first contribution in
[https://github.com/lancedb/lance/pull/2346](https://togithub.com/lancedb/lance/pull/2346)
- [@&#8203;raunaks13](https://togithub.com/raunaks13) made their first
contribution in
[https://github.com/lancedb/lance/pull/2349](https://togithub.com/lancedb/lance/pull/2349)

**Full Changelog**:
lancedb/lance@v0.10.18...v0.11.0

</details>

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This PR contains the following updates:

| Package | Type | Update | Change |
|---|---|---|---|
| [lance](https://togithub.com/lancedb/lance) | dependencies | minor |
`0.10.16` -> `0.12.0` |

---

### Release Notes

<details>
<summary>lancedb/lance (lance)</summary>

### [`v0.12.1`](https://togithub.com/lancedb/lance/releases/tag/v0.12.1)

[Compare
Source](https://togithub.com/lancedb/lance/compare/v0.12.0...v0.12.1)

<!-- Release notes generated using configuration in .github/release.yml
at v0.12.1 -->

#### What's Changed

##### Bug Fixes 🐛

- fix: incorrect chunking was making lance datasets use too much RAM by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2438](https://togithub.com/lancedb/lance/pull/2438)

**Full Changelog**:
lancedb/lance@v0.12.0...v0.12.1

### [`v0.12.0`](https://togithub.com/lancedb/lance/releases/tag/v0.12.0)

[Compare
Source](https://togithub.com/lancedb/lance/compare/v0.11.1...v0.12.0)

<!-- Release notes generated using configuration in .github/release.yml
at v0.12.0 -->

#### What's Changed

##### Breaking Changes 🛠

- feat: change dataset uri to return full qualified url instead of
object store path by [@&#8203;eddyxu](https://togithub.com/eddyxu) in
[https://github.com/lancedb/lance/pull/2416](https://togithub.com/lancedb/lance/pull/2416)

##### New Features 🎉

- feat: new shuffler by
[@&#8203;BubbleCal](https://togithub.com/BubbleCal) in
[https://github.com/lancedb/lance/pull/2404](https://togithub.com/lancedb/lance/pull/2404)
- feat: new index builder by
[@&#8203;BubbleCal](https://togithub.com/BubbleCal) in
[https://github.com/lancedb/lance/pull/2401](https://togithub.com/lancedb/lance/pull/2401)
- feat: stable row id manifest changes by
[@&#8203;wjones127](https://togithub.com/wjones127) in
[https://github.com/lancedb/lance/pull/2363](https://togithub.com/lancedb/lance/pull/2363)
- feat: once a table has been created with v1 or v2 format then it
should always use that format by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2435](https://togithub.com/lancedb/lance/pull/2435)

##### Bug Fixes 🐛

- fix: fix file writer which was not writing page buffers in the correct
order by [@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2413](https://togithub.com/lancedb/lance/pull/2413)

##### Other Changes

- refactor: refactor logical decoders into "field decoders" by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2407](https://togithub.com/lancedb/lance/pull/2407)
- refactor: rename use_experimental_writer to use_legacy_format by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2433](https://togithub.com/lancedb/lance/pull/2433)
- refactor: minor refactor to allow I/O scheduler to be cloned in page
schedulers by [@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2432](https://togithub.com/lancedb/lance/pull/2432)

**Full Changelog**:
lancedb/lance@v0.11.1...v0.12.0

### [`v0.11.1`](https://togithub.com/lancedb/lance/releases/tag/v0.11.1)

[Compare
Source](https://togithub.com/lancedb/lance/compare/v0.11.0...v0.11.1)

<!-- Release notes generated using configuration in .github/release.yml
at v0.11.1 -->

#### What's Changed

##### New Features 🎉

- feat(java): support jdk8 by
[@&#8203;LuQQiu](https://togithub.com/LuQQiu) in
[https://github.com/lancedb/lance/pull/2362](https://togithub.com/lancedb/lance/pull/2362)
- feat: support kmode with hamming distance by
[@&#8203;eddyxu](https://togithub.com/eddyxu) in
[https://github.com/lancedb/lance/pull/2366](https://togithub.com/lancedb/lance/pull/2366)
- feat: row id index structures (experimental) by
[@&#8203;wjones127](https://togithub.com/wjones127) in
[https://github.com/lancedb/lance/pull/2303](https://togithub.com/lancedb/lance/pull/2303)
- feat: update merge_insert to add statistics for inserted, updated,
deleted rows by [@&#8203;raunaks13](https://togithub.com/raunaks13) in
[https://github.com/lancedb/lance/pull/2357](https://togithub.com/lancedb/lance/pull/2357)
- feat: define Flat index as a scan over VectorStorage by
[@&#8203;chebbyChefNEQ](https://togithub.com/chebbyChefNEQ) in
[https://github.com/lancedb/lance/pull/2380](https://togithub.com/lancedb/lance/pull/2380)
- feat: add some schema utility methods to the v2 reader/writer by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2389](https://togithub.com/lancedb/lance/pull/2389)
- feat: general compression for value page buffer by
[@&#8203;niyue](https://togithub.com/niyue) in
[https://github.com/lancedb/lance/pull/2368](https://togithub.com/lancedb/lance/pull/2368)
- feat: make the index cache size (in bytes) available by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2381](https://togithub.com/lancedb/lance/pull/2381)
- feat: add special uri scheme to use CloudFileReader for local fs by
[@&#8203;chebbyChefNEQ](https://togithub.com/chebbyChefNEQ) in
[https://github.com/lancedb/lance/pull/2402](https://togithub.com/lancedb/lance/pull/2402)
- feat: add encoder utilities for pushdown by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2388](https://togithub.com/lancedb/lance/pull/2388)

##### Bug Fixes 🐛

- fix: concat batches before writing to avoid small IO slow down by
[@&#8203;chebbyChefNEQ](https://togithub.com/chebbyChefNEQ) in
[https://github.com/lancedb/lance/pull/2384](https://togithub.com/lancedb/lance/pull/2384)
- fix: low recall if the num partitions is more than num rows by
[@&#8203;BubbleCal](https://togithub.com/BubbleCal) in
[https://github.com/lancedb/lance/pull/2386](https://togithub.com/lancedb/lance/pull/2386)
- fix: f32 reduce_min for x86 by
[@&#8203;heiher](https://togithub.com/heiher) in
[https://github.com/lancedb/lance/pull/2385](https://togithub.com/lancedb/lance/pull/2385)
- fix: fix incorrect validation logic in updater by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2408](https://togithub.com/lancedb/lance/pull/2408)

##### Performance Improvements 🚀

- perf: make VectorStorage and DistCalculator static to generate better
code by [@&#8203;BubbleCal](https://togithub.com/BubbleCal) in
[https://github.com/lancedb/lance/pull/2355](https://togithub.com/lancedb/lance/pull/2355)
- perf: optimize IO path for reading manifest by
[@&#8203;wjones127](https://togithub.com/wjones127) in
[https://github.com/lancedb/lance/pull/2396](https://togithub.com/lancedb/lance/pull/2396)

##### Other Changes

- refactor: make proto conversion fallible and not copy by
[@&#8203;wjones127](https://togithub.com/wjones127) in
[https://github.com/lancedb/lance/pull/2371](https://togithub.com/lancedb/lance/pull/2371)
- refactor: separate take and schema evolution impls to own files by
[@&#8203;wjones127](https://togithub.com/wjones127) in
[https://github.com/lancedb/lance/pull/2372](https://togithub.com/lancedb/lance/pull/2372)
- Revert "fix: concat batches before writing to avoid small IO slow down
([#&#8203;2384](https://togithub.com/lancedb/lance/issues/2384))" by
[@&#8203;chebbyChefNEQ](https://togithub.com/chebbyChefNEQ) in
[https://github.com/lancedb/lance/pull/2387](https://togithub.com/lancedb/lance/pull/2387)
- refactor: shuffle around v2 metadata sections to allow read-on-demand
statistics by [@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2400](https://togithub.com/lancedb/lance/pull/2400)

#### New Contributors

- [@&#8203;niyue](https://togithub.com/niyue) made their first
contribution in
[https://github.com/lancedb/lance/pull/2368](https://togithub.com/lancedb/lance/pull/2368)
- [@&#8203;heiher](https://togithub.com/heiher) made their first
contribution in
[https://github.com/lancedb/lance/pull/2385](https://togithub.com/lancedb/lance/pull/2385)

**Full Changelog**:
lancedb/lance@v0.11.0...v0.11.1

### [`v0.11.0`](https://togithub.com/lancedb/lance/releases/tag/v0.11.0)

[Compare
Source](https://togithub.com/lancedb/lance/compare/v0.10.18...v0.11.0)

<!-- Release notes generated using configuration in .github/release.yml
at v0.11.0 -->

#### What's Changed

##### Breaking Changes 🛠

- feat(rust)!: use BoxedError in Error::IO by
[@&#8203;broccoliSpicy](https://togithub.com/broccoliSpicy) in
[https://github.com/lancedb/lance/pull/2329](https://togithub.com/lancedb/lance/pull/2329)

##### New Features 🎉

- feat: add v2 support to fragment merge / update paths by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2311](https://togithub.com/lancedb/lance/pull/2311)
- feat: add priority to I/O scheduler by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2315](https://togithub.com/lancedb/lance/pull/2315)
- feat: add take_rows operation to the v2 file reader's python bindings
by [@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2331](https://togithub.com/lancedb/lance/pull/2331)
- feat: added example for reading and writing dataset in rust by
[@&#8203;raunaks13](https://togithub.com/raunaks13) in
[https://github.com/lancedb/lance/pull/2349](https://togithub.com/lancedb/lance/pull/2349)
- feat: new HNSW implementation by
[@&#8203;BubbleCal](https://togithub.com/BubbleCal) in
[https://github.com/lancedb/lance/pull/2353](https://togithub.com/lancedb/lance/pull/2353)
- feat: add fragment take / fixed-size-binary support to v2 format by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2354](https://togithub.com/lancedb/lance/pull/2354)

##### Bug Fixes 🐛

- fix: recognize a simple expression like 'is_foo' as a scalar index
query by [@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2356](https://togithub.com/lancedb/lance/pull/2356)
- fix: rework list encoder to handle list-struct by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2344](https://togithub.com/lancedb/lance/pull/2344)
- fix: minor bug fixes for v2 by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2361](https://togithub.com/lancedb/lance/pull/2361)

##### Documentation 📚

- docs: clearify comments in table.proto -> message DataFragment ->
physical_rows by
[@&#8203;broccoliSpicy](https://togithub.com/broccoliSpicy) in
[https://github.com/lancedb/lance/pull/2346](https://togithub.com/lancedb/lance/pull/2346)

##### Performance Improvements 🚀

- perf: use the file metadata cache in scalar indices by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2330](https://togithub.com/lancedb/lance/pull/2330)

##### Other Changes

- chore: remove `m_max` and `use_heuristic` params from HNSW builder by
[@&#8203;BubbleCal](https://togithub.com/BubbleCal) in
[https://github.com/lancedb/lance/pull/2336](https://togithub.com/lancedb/lance/pull/2336)
- fix(java): fix JNI jar loader issue by
[@&#8203;LuQQiu](https://togithub.com/LuQQiu) in
[https://github.com/lancedb/lance/pull/2340](https://togithub.com/lancedb/lance/pull/2340)
- ci: fix labeler permissions by
[@&#8203;wjones127](https://togithub.com/wjones127) in
[https://github.com/lancedb/lance/pull/2348](https://togithub.com/lancedb/lance/pull/2348)
- fix: rework decoding to fix bugs in nested struct decoding by
[@&#8203;westonpace](https://togithub.com/westonpace) in
[https://github.com/lancedb/lance/pull/2337](https://togithub.com/lancedb/lance/pull/2337)

#### New Contributors

- [@&#8203;broccoliSpicy](https://togithub.com/broccoliSpicy) made their
first contribution in
[https://github.com/lancedb/lance/pull/2346](https://togithub.com/lancedb/lance/pull/2346)
- [@&#8203;raunaks13](https://togithub.com/raunaks13) made their first
contribution in
[https://github.com/lancedb/lance/pull/2349](https://togithub.com/lancedb/lance/pull/2349)

**Full Changelog**:
lancedb/lance@v0.10.18...v0.11.0

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