nsivabalan commented on issue #14407:
URL: https://github.com/apache/hudi/issues/14407#issuecomment-4795108514

   Triage note: this long-standing request (HUDI-10, originally uber/hudi#555) 
appears to be addressed in current `master`.
   
   - `ParallelismHelper.deduceShuffleParallelism` 
(`hudi-client/hudi-client-common/src/main/java/org/apache/hudi/table/action/commit/ParallelismHelper.java`)
 returns the user-configured parallelism only when `> 0`; otherwise it falls 
back to the natural partition count of the incoming dataset.
   - `SparkBulkInsertHelper.bulkInsert` invokes this via 
`deduceShuffleParallelism(inputRecords, configuredParallelism)`, so when 
`hoodie.bulkinsert.shuffle.parallelism` is unset, bulk insert auto-tunes to the 
input parallelism instead of a static default.
   - This was introduced by 
[HUDI-5363](https://issues.apache.org/jira/browse/HUDI-5363) (commit 
`3a08bdc3f97`), which explicitly removed the previous static default of 200. 
Companion work: [HUDI-4924](https://issues.apache.org/jira/browse/HUDI-4924) 
auto-tunes dedup parallelism, and `SparkSampleWritesUtils` (HoodieStreamer) 
handles record-size–driven tuning.
   
   If the original ask was something more specific (e.g., size-aware tuning at 
the write-client level beyond the streamer's sample-writes path), please 
clarify; otherwise this can likely be closed.


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