chaoqin-li1123 opened a new pull request, #43393:
URL: https://github.com/apache/spark/pull/43393

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   ### What changes were proposed in this pull request?
   Introduce a metadata file for streaming stateful operator, write metadata 
for stateful operator during planning.
   The information to store in the metadata file:
   - operator name (no need to be unique among stateful operators in the query)
   - state store name
   - numColumnsPrefixKey: > 0 if prefix scan is enabled, 0 otherwise
   The body of metadata file will be in json format. The metadata file will be 
versioned just as other streaming metadata file to be future proof.
   
   ### Why are the changes needed?
   The metadata file will improve expose more information about the state 
store, improves debugability and facilitate the development of state related 
feature such as reading and writing state and state repartitioning.
   
   
   ### Does this PR introduce _any_ user-facing change?
   No
   
   
   ### How was this patch tested?
   Add unit test and integration tests
   
   
   ### Was this patch authored or co-authored using generative AI tooling?
   No
   


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