[Java] Improve VectorSchemaRoot.getVector(String name) lookup performance
- 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
Ouvrir le guide de contribution
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.
Rédigé par le modèle d'indexation à partir du texte de l'issue.
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