yihua opened a new issue, #20065:
URL: https://github.com/apache/hudi/issues/20065

   Engine-agnostic code in `hudi-client-common` (indexes, table services, 
metadata table writers) runs task functions through `HoodieEngineContext` and 
`HoodieData`, but has no way to share read-only state with tasks. It captures 
the `HoodieTable`, the write config or the meta client in the task function 
instead, so every task deserializes its own copy and rebuilds the transient 
state behind it. Spark code works around this with `jsc.broadcast`, which 
engine-agnostic code cannot call.
   
   Proposal: add a broadcast to `HoodieEngineContext` (a Spark broadcast on 
Spark, an identity holder on engines that run tasks in the current JVM) so 
later changes can move heavy objects out of task closures.
   
   part of #20064
   


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