aws / aws/aws-durable-execution-sdk-python
[Feature]: Add composable SerDes transformation pipelines
- 主要语言
- Python
- 星标
- 53
- 派生
- 25
- 平均合并
- 1 天 19 小时
- 30 天内合并 PR
- 40
描述
## What would you like?
Add a composable SerDes processing pipeline while preserving the existing object-to-string `SerDes[T]` API as the value-codec boundary.
Today, transformations such as filesystem offloading, compression, encryption, signing, or custom envelopes must each wrap and own another complete `SerDes`. This makes independent transformations difficult to reuse or reorder.
The proposed model is:
```text
value -> root SerDes -> string stage -> string stage -> checkpoint
value <- root SerDes <- string stage <- string stage <- checkpoint
```
## Possible Implementation
- Introduce a synchronous `SerDesStage` protocol whose serialize/deserialize methods accept and return `str` plus `SerDesContext`.
- Add a `ComposableSerDes` or composition helper that starts with one existing `SerDes[T]`, applies stages in forward order during serialization, and reverses them during deserialization.
- Require stages to emit a self-identifying/versioned format. During deserialization, a stage should:
- reverse valid input in its own format;
- raise `SerDesError` for malformed input that identifies itself as that stage;
- return unrecognized input unchanged.
- Keep existing `SerDes` implementations and configuration APIs backward compatible.
- Allow `FileSystemSerDes` functionality to be exposed as a stage so callers can choose any root value codec and can place compression, encryption, or signing before or after storage as appropriate.
- Add tests for stage order, pass-through of external invocation input, null/empty values, malformed recognized envelopes, and custom value types.
## Is this a breaking change?
No.
## Does this require an RFC?
Yes.
## Additional Context
Python's current `FileSystemSerDes` already supports a configurable inner value SerDes. A pipeline would separate that value-codec responsibility from reusable string transformations instead of adding another nested-wrapper layer. A comparable Java design is being developed in aws/aws-durable-execution-sdk-java#648.
贡献指南
调研方向
首先阅读现有的 SerDes 和 FileSystemSerDes 实现及其配置 API,以了解当前的值编解码边界。通过所需的 RFC 定义阶段协议和组合语义,然后添加涵盖顺序、输入直通、null 和空值、格式错误的已识别 envelope 以及自定义值类型的测试,同时保持向后兼容性。
由索引模型根据 Issue 内容生成。
评估
- 技术栈
- python
- 领域
- backend
- Issue 类型
- 功能
- 难度
- 5/5
- 预计耗时
- 一周以上
- 活跃度
- 活跃
- 描述清晰度
- 基本清楚
- 新手友好度
- 30/100