bridgeDream opened a new issue, #4743:
URL: https://github.com/apache/paimon/issues/4743

   ### Search before asking
   
   - [X] I searched in the [issues](https://github.com/apache/paimon/issues) 
and found nothing similar.
   
   
   ### Paimon version
   
   0.9
   
   ### Compute Engine
   
   flink 1.16
   
   ### Minimal reproduce step
   
   1. starting a flink job writing to paimon with `snapshot.time-retained` 
configured.
   2. delete some snapshot (>10) between earliest and latest manually
   3. after a while, flink job while throw exception frequently like as
   
![image](https://github.com/user-attachments/assets/f7632d1e-90b3-4f1c-9dac-fe0c6165fa4a)
   5. Snapshot expiration won't work anymore, Space usage and the number of 
files will continue to grow
   
   
   
   ### What doesn't meet your expectations?
   
   Even if the snapshot sequence is incomplete, Paimon should have a certain 
level of robustness to complete the snapshot expiration process rather than 
simply stop functioning.
   
   
   
   
   
   
   
   
   
   ### Anything else?
   
   _No response_
   
   ### Are you willing to submit a PR?
   
   - [X] I'm willing to submit a PR!


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