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feat: add the repetition index to the miniblock write path#3208

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westonpace merged 2 commits intolance-format:mainfrom
westonpace:feat/2.1-repindex-miniblock-write
Dec 10, 2024
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feat: add the repetition index to the miniblock write path#3208
westonpace merged 2 commits intolance-format:mainfrom
westonpace:feat/2.1-repindex-miniblock-write

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The repetition index is what will give us random access support when we have list data. At a high level it stores the number of top-level rows in each mini-block chunk. We can use this later to figure out which chunks we need to read.

In reality things are a little more complicated because we don't mandate that each chunk starts with a brand new row (e.g. a row can span multiple mini-block chunks). This is useful because we eventually want to support arbitrarily deep nested access. If we create not-so-mini blocks in the presence of large lists then we introduce read amplification we'd like to avoid.

@github-actions github-actions Bot added the enhancement New feature or request label Dec 5, 2024
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codecov-commenter commented Dec 5, 2024

Codecov Report

Attention: Patch coverage is 42.99674% with 175 lines in your changes missing coverage. Please review.

Project coverage is 78.44%. Comparing base (5ff966d) to head (071984b).
Report is 1 commits behind head on main.

Files with missing lines Patch % Lines
rust/lance-encoding/src/encodings/logical/list.rs 10.23% 112 Missing and 2 partials ⚠️
.../lance-encoding/src/encodings/logical/primitive.rs 68.69% 30 Missing and 6 partials ⚠️
rust/lance-encoding/src/encoder.rs 18.18% 8 Missing and 1 partial ⚠️
rust/lance-encoding/src/decoder.rs 0.00% 8 Missing ⚠️
...ust/lance-encoding/src/encodings/logical/struct.rs 72.72% 6 Missing ⚠️
rust/lance-encoding-datafusion/src/zone.rs 0.00% 2 Missing ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             main    #3208      +/-   ##
==========================================
- Coverage   78.55%   78.44%   -0.11%     
==========================================
  Files         244      244              
  Lines       84298    84554     +256     
  Branches    84298    84554     +256     
==========================================
+ Hits        66218    66332     +114     
- Misses      15284    15417     +133     
- Partials     2796     2805       +9     
Flag Coverage Δ
unittests 78.44% <42.99%> (-0.11%) ⬇️

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@westonpace westonpace force-pushed the feat/2.1-repindex-miniblock-write branch from 2982346 to 071984b Compare December 10, 2024 00:24
@westonpace westonpace merged commit 10c31b3 into lance-format:main Dec 10, 2024
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3 participants