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

Thanks, Danny. Agreed on narrowing v1 and validating concrete 
driver/backend/version combinations.

Given Vinoth's operational concerns and the available Connect JDBC/ADBC 
drivers, I'm leaning toward Connect first, provided it covers our initial 
clients—not just for remote DataFrame support.

I'd propose keeping writes scoped to direct clients, with gateway write tools 
as separate work. 

GitHub link: 
https://github.com/apache/hudi/discussions/19843#discussioncomment-18378189

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