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[SPARK-55729][SS] Support state data source reader for new state format v4 on stream-stream join#54845

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HeartSaVioR wants to merge 5 commits intoapache:masterfrom
HeartSaVioR:SPARK-55729
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[SPARK-55729][SS] Support state data source reader for new state format v4 on stream-stream join#54845
HeartSaVioR wants to merge 5 commits intoapache:masterfrom
HeartSaVioR:SPARK-55729

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What changes were proposed in this pull request?

This PR proposes to support reading state via state data source reader, for new state format v4 on stream-stream join.

state data source reader supports both options (joinSide, storeName) for reading the state in stream-stream join operator. This PR enables both options for the format v4. The only difference is that the storeNames are different in v4, although we expect most users would only deal with joinSide option. Reading state rows with storeName would only be needed when debugging.

Why are the changes needed?

State data source reader didn't support reading the state with the new state format v4 in stream-stream join. This PR will enable the support.

Does this PR introduce any user-facing change?

Yes, state data source reader will be able to read the state with the new state format v4 in stream-stream join. In terms of UX there will be no difference with older state format versions, though.

How was this patch tested?

Existing UTs are expanded to test for state format version 4.

Was this patch authored or co-authored using generative AI tooling?

Generated-by: Claude 4.6 opus

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