[Java] Improving Arrow Vector Reading performance
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Descripción
Currently the read interface of Java Arrow Vector is quite slow because the access operation has to go through validity bit check and boundary check before it can actually load the data. Such a safety check incurs unnecessary overhead in actually computation.
The Arrow Vector and ArrowBuf should expose unsafe methods for advanced users to directly access underlying data without null check and boundary check.
**Reporter**: [Yurui Zhou](https://issues.apache.org/jira/browse/ARROW-5197) / @yuruiz
#### Subtasks:
- [ ] [[Java] Add hasNull flag to Vectors](https://github.com/apache/arrow-java/issues/415)
- [X] [[Java] Add unsafe access method to ArrowBuf](https://github.com/apache/arrow/issues/21674)
#### Related issues:
- [[Java] Add accessor methods for data buffers that skip null checking](https://github.com/apache/arrow/issues/15627) (relates to)
- [[Java] Provide light-weight arrow APIs](https://github.com/apache/arrow/issues/21675) (is related to)
#### PRs and other links:
- [GitHub Pull Request apache/arrow#4199](https://github.com/apache/arrow/pull/4199)
**Note**: *This issue was originally created as [ARROW-5197](https://issues.apache.org/jira/browse/ARROW-5197). Please see the [migration documentation](https://github.com/apache/arrow/issues/14542) for further details.*
Guía de contribución
Línea de trabajo
Comienza revisando las interfaces de acceso de Java Arrow Vector y ArrowBuf; después, inspecciona el trabajo completado de ArrowBuf y el PR apache/arrow#4199. El issue estará terminado cuando los métodos de acceso unsafe admitan lecturas directas sin comprobaciones de null ni de límites, y se hayan abordado el trabajo relacionado con los vectores y el comportamiento del rendimiento.
Escrito por el modelo de indexación a partir del texto del issue.
Evaluación
- Stack tecnológico
- java
- Área
- data-engineering
- Tipo de issue
- Nueva funcionalidad
- Dificultad
- 5/5
- Tiempo estimado
- Más de una semana
- Estado de actividad
- Estancado
- Claridad
- Bastante claro
- Aptitud para principiantes
- 20/100