apache / apache/arrow-java

[Java] Improve VectorSchemaRoot.getVector(String name) lookup performance

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Type: enhancement
主要語言
Java
星號
94
分支
152
平均合併
3 天 16 小時
30 天內合併 PR
11

描述

### Describe the enhancement requested

The Java `VectorSchemaRoot.getVector(String name)` can be quite slow if a schema has many vectors. The code currently loops over all the field vectors until it finds the string match. [Link to code](https://github.com/apache/arrow-java/blob/3bc34b041761081ac32a7cd3b167f9ab8b628677/vector/src/main/java/org/apache/arrow/vector/VectorSchemaRoot.java#L175).

Could we stroe a hash map of the `FieldVector` String name to the actual `FieldVector`? Basically the same thing as the `fieldVectorsMap` that maps the `Field` to `FieldVector`. For really wide datasets the trade off of a bit more memory for faster vector lookups would be really nice to have!

Happy to open up a PR with the improvement, thanks!

貢獻指南

開啟貢獻指南

研究方向

Start in vector/src/main/java/org/apache/arrow/vector/VectorSchemaRoot.java at getVector(String name), then inspect the existing fieldVectorsMap and the construction paths for field vectors. Confirm the name-based lookup preserves current behavior and compare it on a schema with many vectors; done means repeated name lookups no longer scan every field vector.

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評估

技術堆疊
java
領域
data, performance
Issue 類型
功能
難度
3/5
預估耗時
1-2 天
活躍度
冷清
描述清晰度
描述清楚
新手友好度
72/100

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