apache / apache/arrow-java

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

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#1,148 0 commentaires 0 réactions 0 personnes assignées Voir sur GitHub
Type: enhancement
Langage dominant
Java
Étoiles
94
Forks
152
Merge moyen
3 j 16 h
PR mergées (30 j)
11

Description

### 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!

Guide de contribution

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Piste de recherche

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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Évaluation

Stack technique
java
Domaine
data, performance
Type d'issue
Fonctionnalité
Difficulté
3/5
Temps estimé
1-2 jours
Activité
Calme
Clarté
Clairement spécifiée
Accessibilité débutants
72/100

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