aws / aws/aws-durable-execution-sdk-python
[Feature]: Add targeted retries for retryable SerDes failures
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Beschreibung
## 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.
Beitragsleitfaden
Rechercherichtung
Beginne damit, die bestehende Klassifizierung von RetryableSerDesError und den im Issue beschriebenen konfigurierten SerDes-Aufruf zu lokalisieren; vergleiche das Verhalten auf Stage-Ebene in aws/aws-durable-execution-sdk-java#648. Erledigt bedeutet, dass nur wiederholbare SerDes-Fehler mit begrenzten, deterministischen Policy-Tests erneut versucht werden, während nicht wiederholbare Fehler und die Details der finalen Exception unverändert bleiben.
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Bewertung
- Tech-Stack
- python
- Bereich
- backend
- Issue-Typ
- Feature
- Schwierigkeit
- 5/5
- Geschätzter Aufwand
- Über eine Woche
- Aktivitätsstatus
- Aktiv
- Klarheit
- Größtenteils klar
- Anfängerfreundlichkeit
- 52/100