Leondon9 opened a new issue, #3336:
URL: https://github.com/apache/fluss/issues/3336

   ### Problem
   
   `ClientSchemaGetter#getSchema` fetches missing schema IDs synchronously 
through `Admin#getTableSchema`, but the fetched schema is not stored in the 
local schema cache. If callers request the same schema ID again, the client can 
repeat the same admin metadata request even though the schema was already 
fetched successfully.
   
   ### Proposed improvement
   
   Cache schemas fetched through the synchronous fallback path in 
`ClientSchemaGetter#getSchema`. This keeps repeated lookups for the same schema 
ID local after the first successful fetch while preserving the existing 
latest-schema update behavior.
   
   ### Benefit
   
   This avoids unnecessary admin metadata calls for repeated schema lookups and 
makes the synchronous fetch path consistent with cache expectations.
   
   ### Validation
   
   A focused unit test can verify that two `getSchema(schemaId)` calls for the 
same initially missing schema ID only trigger one admin fetch and that latest 
schema metadata is updated when the fetched schema is newer.


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