aglinxinyuan opened a new pull request, #4488:
URL: https://github.com/apache/texera/pull/4488

   ### What changes were proposed in this PR?
   This PR simplifies State into a plain dictionary/map with a shared 
JSON-based serialization format for Python and Scala/Java.
   
   - replace the old custom State object semantics with a dictionary/map-based 
design
   - use JSON serialization/deserialization for cross-language state transport
   - update Python and Scala/Java state access/transport code to use the new 
format
   - support handling multiple state messages in the same stream
   
   ### Any related issues, documentation, discussions?
   Closes #4487
   
   ### How was this PR tested?
   
   - added Python tests for multiple state processing
   - added Scala tests for state round-trip behavior
   
   ### Was this PR authored or co-authored using generative AI tooling?
   No.


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