aws / aws/aws-durable-execution-sdk-python

[Feature]: Add composable SerDes transformation pipelines

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enhancement needs-triage parity pkg:sdk
主要语言
Python
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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.

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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。

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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

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