shangeyao opened a new issue, #4402:
URL: https://github.com/apache/streampark/issues/4402

   ## Problem
   `MetricCache` in `FlinkK8sWatchController` has no expiration or size bound. 
When a job stops without explicit cache invalidation, metrics can remain stale 
indefinitely.
   
   ## Proposed solution
   Add Caffeine `expireAfterWrite` and `maximumSize`, consistent with other K8s 
watcher caches.


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