apache / apache/parquet-java

ColumnChunkPageWriter uses only heap memory.

未关闭
#2,060 6 条评论 0 个 reaction 已指派 0 人 在 GitHub 查看
Component: Java Component: Parquet Priority: Major Type: bug
主要语言
Java
星标
3.1k
派生
1.6k
平均合并
3 天 12 小时
30 天内合并 PR
33

描述

After PARQUET-160 was resolved, ColumnChunkPageWriter started using ConcatenatingByteArrayCollector. There are all data is collected in the List of byte[], before writing the page. No way to use direct memory for allocating buffers. ByteBufferAllocator is present in the [ColumnChunkPageWriter](https://github.com/apache/parquet-mr/blob/master/parquet-hadoop/src/main/java/org/apache/parquet/hadoop/ColumnChunkPageWriteStore.java#L73) class, but never used.

Using of java heap space in some cases can cause OOM exceptions or GC's overhead.
ByteBufferAllocator should be used in the ConcatenatingByteArrayCollector or OutputStream classes.

**Reporter**: [Vitalii Diravka](https://issues.apache.org/jira/secure/ViewProfile.jspa?name=vitalii) / @vdiravka
**Assignee**: [Vitalii Diravka](https://issues.apache.org/jira/secure/ViewProfile.jspa?name=vitalii) / @vdiravka
#### Related issues:
- [Error: SYSTEM ERROR: RuntimeException: Unknown logical type ](https://issues.apache.org/jira/browse/DRILL-7825) (Is contained by)
- [Replace ParquetColumnChunkPageWriter with original Parquet class](https://issues.apache.org/jira/browse/DRILL-7906) (Is contained by)
- [Out of heap running CTAS against text delimited](https://issues.apache.org/jira/browse/DRILL-5544) (relates to)
- [Support configurable for DirectByteBufferAllocator from Hadoop Configuration](https://github.com/apache/parquet-java/issues/2443) (is related to)
- [Improvements in ByteBuffer read path](https://github.com/apache/parquet-java/issues/1534) (is related to)
- [Simplify CapacityByteArrayOutputStream](https://github.com/apache/parquet-java/issues/1712) (is related to)

**Note**: *This issue was originally created as [PARQUET-1006](https://issues.apache.org/jira/browse/PARQUET-1006). Please see the [migration documentation](https://issues.apache.org/jira/browse/PARQUET-2502) for further details.*

贡献指南

这个仓库没有索引到贡献指南

调研方向

从 parquet-hadoop/src/main/java/org/apache/parquet/hadoop/ColumnChunkPageWriteStore.java 开始,跟踪 ColumnChunkPageWriter 如何将其 ByteBufferAllocator 传递给 ConcatenatingByteArrayCollector 或相关的 OutputStream。验证页面数据在写入前在哪里累积,并确定完整路径是否通过提供的 allocator 进行分配,而不是仅使用堆上的字节数组。

由索引模型根据 Issue 内容生成。

评估

技术栈
java
领域
data-engineering
Issue 类型
缺陷
难度
4/5
预计耗时
3-5 天
活跃度
停滞
描述清晰度
基本清楚
新手友好度
42/100

把新 issue 发到你的邮箱

精选适合新手参与的 GitHub issue 摘要。