Guosmilesmile opened a new pull request, #18149:
URL: https://github.com/apache/iceberg/pull/18149

   Follow up https://github.com/apache/iceberg/pull/18144. Part of 
https://github.com/apache/iceberg/issues/18142
   
   Add support for reloading the full cache of an Iceberg lookup join, instead 
of keeping the initial snapshot for the lifetime of the job.
   
    The reload is opt-in, so the existing behavior remains unchanged unless a 
reload option is configured.
   
    ### Changes
   
    - Support the standard Flink full cache reload options:
     - `lookup.full-cache.reload-strategy` (`PERIODIC` or `TIMED`)
     - `lookup.full-cache.periodic-reload.interval` / `.schedule-mode`
     - `lookup.full-cache.timed-reload.iso-time` / `.interval-in-days`
   - Infer the reload strategy from the configured options when it is not 
explicitly set.
   - Use the standard Flink reload triggers.
   - Reload from the current snapshot and atomically replace the existing cache 
after the new cache is fully loaded.
   - Skip the reload when there is no new snapshot.
   - Fail the job on the next lookup if a reload fails, instead of continuing 
to serve the previous cache. Since Flink triggers swallow reload failures, the 
lookup function maintains and latches the failure state.
   - Keep the initial cache load separate from reloads. A trigger only reloads 
an already-loaded cache, avoiding concurrent access to the same `Table` 
instance from the initial lookup and the reload thread.
   


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