hudi-agent commented on code in PR #19837:
URL: https://github.com/apache/hudi/pull/19837#discussion_r3927515703


##########
hudi-flink-datasource/hudi-flink/src/main/java/org/apache/hudi/sink/partitioner/DynamicBucketAssignFunction.java:
##########
@@ -143,6 +153,15 @@ public void processElement(HoodieFlinkInternalRow record, 
Context ctx, Collector
     out.collect(record);
   }
 
+  /**
+   * Applies a preloaded index record emitted by a bootstrap operator directly 
to the partitioned
+   * index backend, since its {@code recordKey -> fileGroupId} mapping is 
already known and does not
+   * need bucket assignment. The record carries no row data, so it is never 
emitted downstream.
+   */
+  private void processIndexRecord(HoodieFlinkInternalRow record) {

Review Comment:
   🤖 `update()` here calls `getOrBootstrapPartition()`, which for the first 
record of a partition triggers a full lazy bootstrap of that partition from the 
MDT (`readRecordIndexLocations`). Since the whole point of the preloaded index 
records is to warm the cache and avoid that MDT scan, doesn't this defeat the 
purpose (and effectively load each partition twice)? Is the lazy bootstrap 
expected to be skipped when preload is active, or is the redundancy intentional?
   
   <sub><i>⚠️ AI-generated; verify before applying. React 👍/👎 to flag 
quality.</i></sub>



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