aglinxinyuan opened a new issue, #4489:
URL: https://github.com/apache/texera/issues/4489

   ### Task Summary
   
   Currently, state can be passed between operators in the network, but it is 
not materialized when execution crosses region boundaries. This makes it 
impossible to pass the state when operators are in different regions.
   
   This design adds state materialization as a general mechanism for passing 
state between regions. State is stored separately from normal result data, and 
uses a cross-language serialized format so both Python and Scala/Java can read 
it.
   
   The design is simple:
   
   - materialize state as a separate storage object alongside result storage
   - store one serialized state per row
   - use the same format on Python and Scala/Java sides
   - let downstream regions read back both data and state when needed
   
   This makes state passing across regions explicit and reusable for different 
features.
   
   ### Priority
   
   P2 – Medium
   
   ### Task Type
   
   - [x] Code Implementation
   - [ ] Documentation
   - [ ] Refactor / Cleanup
   - [ ] Testing / QA
   - [ ] DevOps / Deployment


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