GitHub user cshuo closed the discussion with a comment: Spark query and write 
serving endpoint for hudi-lakehouse

Thanks everyone for the feedback. We’ve aligned on Spark Connect as the initial 
approach, with v1 focused on interactive SQL reads and writes.

We’ll continue tracking the implementation and follow-up work in #20234. 
Closing this discussion.

GitHub link: 
https://github.com/apache/hudi/discussions/19843#discussioncomment-19259233

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