dongxiaoman commented on a change in pull request #8335:
URL: https://github.com/apache/pinot/pull/8335#discussion_r826366260



##########
File path: 
pinot-core/src/main/java/org/apache/pinot/core/data/manager/realtime/LLRealtimeSegmentDataManager.java
##########
@@ -510,42 +505,25 @@ private void processStreamEvents(MessageBatch 
messagesAndOffsets, long idlePipeS
           .decode(messagesAndOffsets.getMessageAtIndex(index), 
messagesAndOffsets.getMessageOffsetAtIndex(index),
               messagesAndOffsets.getMessageLengthAtIndex(index), reuse);
       if (decodedRow != null) {
-        List<GenericRow> transformedRows = new ArrayList<>();
+        TransformPipeline.Result result = new TransformPipeline.Result();
         try {
-          if (_complexTypeTransformer != null) {
-            // TODO: consolidate complex type transformer into composite type 
transformer
-            decodedRow = _complexTypeTransformer.transform(decodedRow);
-          }
-          Collection<GenericRow> rows = (Collection<GenericRow>) 
decodedRow.getValue(GenericRow.MULTIPLE_RECORDS_KEY);
-          if (rows != null) {
-            for (GenericRow row : rows) {
-              GenericRow transformedRow = _recordTransformer.transform(row);
-              if (transformedRow != null && 
IngestionUtils.shouldIngestRow(row)) {
-                transformedRows.add(transformedRow);
-              } else {
-                realtimeRowsDroppedMeter =
-                    _serverMetrics.addMeteredTableValue(_metricKeyName, 
ServerMeter.INVALID_REALTIME_ROWS_DROPPED, 1,
-                        realtimeRowsDroppedMeter);
-              }
-            }
-          } else {
-            GenericRow transformedRow = 
_recordTransformer.transform(decodedRow);
-            if (transformedRow != null && 
IngestionUtils.shouldIngestRow(transformedRow)) {
-              transformedRows.add(transformedRow);
-            } else {
-              realtimeRowsDroppedMeter =
-                  _serverMetrics.addMeteredTableValue(_metricKeyName, 
ServerMeter.INVALID_REALTIME_ROWS_DROPPED, 1,
-                      realtimeRowsDroppedMeter);
-            }
-          }
-        } catch (Exception e) {
+          result = _transformPipeline.processRow(decodedRow);
+        } catch (TransformPipeline.TransformException e) {
           _numRowsErrored++;
           String errorMessage = String.format("Caught exception while 
transforming the record: %s", decodedRow);
           _segmentLogger.error(errorMessage, e);
           _realtimeTableDataManager.addSegmentError(_segmentNameStr,
               new SegmentErrorInfo(System.currentTimeMillis(), errorMessage, 
e));
+          // for a row with multiple records (multi rows), if we encounter 
exception in the middle,
+          // there could be some rows that are processed successfully. We 
still wish to process them.
+          result = e.getPartialResult();

Review comment:
       Changed to the behavior that, when exception happens, we don't return 
any rows; the `skippedRows` counter will still return a value, for the metrics




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