aws / aws/aws-durable-execution-sdk-python
[Feature]: Add targeted retries for retryable SerDes failures
- 主要言語
- Python
- スター
- 53
- フォーク
- 25
- 平均マージ
- 1日 19時間
- マージ済み PR(30日)
- 40
説明
## What would you like?
Add a targeted retry decorator for transient SerDes failures.
Python already exposes `RetryableSerDesError`, but the configured SerDes call is currently propagated after the first failure. External-storage transformations such as S3 Files/EFS access can fail transiently without requiring the entire durable operation to be rerun.
## Possible Implementation
- Provide a `RetrySerDes` decorator, and make it usable as a stage if/when a composable SerDes pipeline is added.
- Retry only `RetryableSerDesError`; propagate `SerDesError` and other non-retryable failures immediately.
- Accept a bounded retry policy with maximum attempts and optional backoff/jitter, reusing existing retry-strategy concepts where that does not imply durable checkpoints.
- Pass the same value/data and `SerDesContext` to every attempt.
- Preserve the final exception type, causal chain, error data, and stack information after exhaustion.
- Ensure retries wrap only the selected SerDes transformation rather than restarting the value codec or durable operation.
- Add deterministic tests with an injected sleeper/clock so retry tests do not depend on real delays.
## Is this a breaking change?
No.
## Does this require an RFC?
No.
## Additional Context
This builds on the existing `RetryableSerDesError` classification rather than introducing another recoverability mechanism. The Java SDK implementation in aws/aws-durable-execution-sdk-java#648 provides a stage-level retry decorator with the same targeted behavior.
コントリビューションガイド
調査の方向性
まず、既存の RetryableSerDesError の分類と、issue に記載されている設定済みの SerDes 呼び出しを見つけます。aws/aws-durable-execution-sdk-java#648 の stage レベルの動作と比較してください。完了条件は、再試行可能な SerDes の失敗のみが、上限のある決定論的な policy テストによって再試行され、再試行不可能なエラーと最終的な exception の詳細は変更されないことです。
索引モデルが issue の本文から書いたものです。
評価
- 技術スタック
- python
- 領域
- backend
- issue の種類
- 機能追加
- 難易度
- 5/5
- 見積もり時間
- 1週間以上
- 活発さ
- 活発
- 明瞭さ
- おおむね明確
- 初心者へのやさしさ
- 52/100