[Java] Avro - Experiment with "compiled" consumer delegates for performance.
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- Java
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- 3 天 16 小时
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描述
All consumers that rely on delegates (e.g. struct, composite, list, union, ...) require megamorphic lookups which can't be inlined well by JIT.
We should verify the performance different of a hand-coded consumer vs an existing delegate consumer
i.e. something like:
void consume(Decoder d) {
((IntConsumer)delegate).consume(d);
}
compared to the existing implementation. It is expected we will see a decent amount of performance improvement from this approach. If we do, we should add an option to converter to generate new custom classes on the fly, that mimic the hand-coded option.
**Reporter**: [Micah Kornfield](https://issues.apache.org/jira/browse/ARROW-6595) / @emkornfield
**Note**: *This issue was originally created as [ARROW-6595](https://issues.apache.org/jira/browse/ARROW-6595). Please see the [migration documentation](https://github.com/apache/arrow/issues/14542) for further details.*
贡献指南
调研方向
首先定位 issue 中描述的基于 delegate 的 consumer 和手写的 consumer 路径。比较它们的性能,然后评估是否有必要使用 converter 生成的自定义类;完成的标准是形成一份有文档记录的比较结果,并作出范围明确的实现决策。
由索引模型根据 Issue 内容生成。
评估
- 技术栈
- java
- 领域
- backend, performance
- Issue 类型
- 功能
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- 5/5
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- 一周以上
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- 停滞
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- 需要澄清
- 新手友好度
- 25/100