fhan688 commented on PR #18897:
URL: https://github.com/apache/hudi/pull/18897#issuecomment-4610108034

   > > This improves bucket routing consistency for simple bucket index writes, 
especially when writer parallelism changes.
   > 
   > Can you explain a bit more about this part, the record keys are routed 
based on bucket ids instead of tasks, even if the task parallelism changes, the 
same key should still route to the same bucket?
   
   Thanks for the correction. I agree that the current local simple bucket 
logic keeps the key-to-bucket mapping stable. A parallelism change only affects 
the bucket-to-task mapping, and both `partitionCustom` and 
`BucketStreamWriteFunction#bootstrapIndexIfNeed` recompute that mapping with 
the current parallelism, so it is not accurate to say that parallelism changes 
cause key routing inconsistency.
   
   I updated the motivation to be more precise: this change centralizes 
bucket-to-task assignment through the timeline service by reusing the existing 
remote partitioner capability. This makes the routing side and bucket-loading 
side use the same remote assignment source, instead of maintaining separate 
local assignment calculations.


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