hudi-agent commented on code in PR #19840:
URL: https://github.com/apache/hudi/pull/19840#discussion_r3931352380


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hudi-flink-datasource/hudi-flink/src/main/java/org/apache/hudi/sink/partitioner/DynamicBucketAssignFunction.java:
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@@ -143,6 +148,25 @@ public void processElement(HoodieFlinkInternalRow record, 
Context ctx, Collector
     out.collect(record);
   }
 
+  /**
+   * Processes an index record that carries a pre-computed file group mapping 
for a record key.
+   * The index record is used for time-bounded bootstrap of the partitioned 
record level index,
+   * where the file group assignment is already known from the metadata table.
+   *
+   * <p>This method updates the partitioned index backend with the file group 
assignment
+   * and registers the file group as an update in the bucket assigner so that 
the file group
+   * is recognized as an existing one.
+   *
+   * @param record the index record carrying the partition path, record key, 
and file id
+   */
+  protected void processIndexRecord(HoodieFlinkInternalRow record) {
+    String partitionPath = record.getPartitionPath();
+    String recordKey = record.getRecordKey();
+    String fileId = record.getFileId();
+    indexBackend.update(partitionPath, recordKey, fileId);
+    bucketAssigner.addUpdate(partitionPath, fileId);

Review Comment:
   🤖 `indexBackend.update(...)` here routes through 
`RecordLevelIndexBackend.update` -> `getOrBootstrapPartition`, which on the 
first key for a partition lazily scans and loads the *entire* partition's RLI 
from the metadata table (not just the time-windowed subset). Since the 
time-bounded bootstrap operator is pushing these keys precisely to avoid a full 
load, does this first `update()` end up triggering the very full-partition MDT 
bootstrap it's trying to replace? @danny0405 could you confirm this is intended 
and not defeating the time-bounded memory savings?
   
   <sub><i>⚠️ AI-generated; verify before applying. React 👍/👎 to flag 
quality.</i></sub>



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