aws / aws/aws-durable-execution-sdk-python
[Feature]: Deduplicate SerDes deserialization within an invocation
- 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?
Deduplicate repeated SerDes deserialization within a single Lambda invocation.
Context-dependent SerDes implementations may perform filesystem or network I/O. Repeated access to the same checkpointed result or exception currently invokes the configured SerDes again, even when the serialized input and durable payload identity are unchanged.
## Possible Implementation
- Add an invocation-scoped deserialization cache around SDK-managed SerDes calls.
- Key entries by SerDes instance identity, durable execution ARN, operation/entity identity, payload kind when available, and a digest of the serialized input.
- Cache successful values, including `None`, but never cache failures.
- Bound completed entries with an LRU or weak-reference policy so large deserialized values are not retained indefinitely.
- If SDK-managed child/concurrency threads can request the same value concurrently, share one in-flight result rather than issuing duplicate external reads.
- Clear all entries at the end of the Lambda invocation; do not use a process-global cache across replays.
- Add tests for cache hits, distinct contexts/data, `None`, failures, eviction, and concurrent callers.
## Is this a breaking change?
No.
## Does this require an RFC?
No.
## Additional Context
This is primarily valuable for filesystem and other external-storage SerDes implementations. The Java SDK work in aws/aws-durable-execution-sdk-java#648 uses an invocation-scoped bounded cache and in-flight deduplication.
贡献指南
调研方向
首先定位由 SDK 管理的 SerDes 调用,以及可以建立和清理 invocation 作用域缓存的 Lambda invocation 生命周期。添加测试,覆盖缓存命中、不同的上下文和数据、None 值、失败、驱逐以及并发调用方;完成的标准是,重复的匹配请求会被去重,同时不会缓存失败结果,也不会跨越 invocation 边界。
由索引模型根据 Issue 内容生成。
评估
- 技术栈
- python
- 领域
- backend, cloud
- 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
- 35/100