[Java] VectorUnloader has multiple memory leak issues
- 主要语言
- Java
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- 3 天 16 小时
- 30 天内合并 PR
- 11
描述
### Describe the bug, including details regarding any error messages, version, and platform.
### Problem Description
The VectorUnloader class has serious memory leak issues when serializing Vector data. Any exception thrown during the process will cause previously retained ArrowBuf instances to never be released.
Root Cause
ArrowBuf uses reference counting for memory management. After calling retain(), a corresponding release() must be called to free the buffer. The code has exception-safety defects in multiple locations:
---
#### Bug 1: OOM during compression causes leak
```
Location: appendNodes() method, around line 75
buf.getReferenceManager().retain();
buffers.add(codec.compress(vector.getAllocator(), buf)); // OOM here causes leak
Problem: If codec.compress() throws OutOfMemoryError, retain() has already been called but buffers.add() never executes, making the ArrowBuf unreleasable.
```
---
#### Bug 2: Compression failure in loop causes partial leak
```
Location: appendNodes() method, around lines 78-85
for (ArrowBuf buf : fieldBuffers) {
buf.getReferenceManager().retain();
buffers.add(codec.compress(vector.getAllocator(), buf)); // Any failure leaks all previously retained buffers
}
Problem: Any compression failure in the loop causes all previously retained buffers to leak.
```
---
#### Bug 3: Exception during recursive child vector processing causes leak
```
Location: appendNodes() method, around lines 87-89
for (FieldVector child : vector.getChildrenFromFields()) {
appendNodes(child, nodes, buffers, variadicBufferCounts); // Exception here leaks buffers from current level
}
Problem: An exception during recursive child processing prevents release of buffers already retained at the current level.
```
---
#### Bug 4: Iteration failure in top-level loop causes cumulative leaks
```
Location: getRecordBatch() method, around lines 53-58
for (FieldVector vector : root.getFieldVectors()) {
appendNodes(vector, nodes, buffers, variadicBufferCounts); // Any failure leaks all previously retained buffers
}
Problem: Each iteration retains buffers, and any failure causes cumulative leaks of all previously retained buffers. This is an accumulated leak.
```
---
### Impact
- All code using VectorUnloader.getRecordBatch()
- Leak probability increases significantly when processing large datasets or when compressor runs low on memory
- Leaked ArrowBuf instances persist until process termination
Suggested Fix
1. Use try-finally to ensure release() is called even when exceptions occur
2. Or add buffers to the list before calling retain() and compress()
3. Use transactional error handling for the entire getRecordBatch() operation, rolling back all buffers on failure
贡献指南
调研方向
从 VectorUnloader 类开始,重点检查 getRecordBatch() 和 appendNodes(),尤其是 issue 中描述的 retain()、compress() 以及递归子节点处理路径。验证每个位置发生失败时都会释放所有保留的 ArrowBuf,包括之前迭代中的缓冲区,并确认正常的 record-batch 序列化仍然有效。
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评估
- 技术栈
- java
- 领域
- data
- Issue 类型
- 缺陷
- 难度
- 4/5
- 预计耗时
- 3-5 天
- 活跃度
- 冷清
- 描述清晰度
- 描述清楚
- 新手友好度
- 62/100