jamesyfshao commented on a change in pull request #6113:
URL: https://github.com/apache/incubator-pinot/pull/6113#discussion_r500755582



##########
File path: 
pinot-core/src/main/java/org/apache/pinot/core/data/manager/realtime/RealtimeTableDataManager.java
##########
@@ -266,14 +291,59 @@ public void addSegment(String segmentName, TableConfig 
tableConfig, IndexLoading
         manager =
             new LLRealtimeSegmentDataManager(realtimeSegmentZKMetadata, 
tableConfig, this, _indexDir.getAbsolutePath(),
                 indexLoadingConfig, schema, llcSegmentName, 
_partitionIdToSemaphoreMap.get(streamPartitionId),
-                _serverMetrics);
+                _serverMetrics, _upsertMetadataTableManager);
       }
       _logger.info("Initialize RealtimeSegmentDataManager - " + segmentName);
       _segmentDataManagerMap.put(segmentName, manager);
       _serverMetrics.addValueToTableGauge(_tableNameWithType, 
ServerGauge.SEGMENT_COUNT, 1L);
     }
   }
 
+  private boolean isUpsertEnabled() {
+    return _upsertMode != null && _upsertMode == UpsertConfig.Mode.FULL || 
_upsertMode == UpsertConfig.Mode.PARTIAL;
+  }
+
+  @Override
+  public void addSegment(ImmutableSegment immutableSegment) {
+    if(isUpsertEnabled()) {
+      handleUpsert(immutableSegment);
+    }
+    super.addSegment(immutableSegment);
+  }
+
+  private void handleUpsert(ImmutableSegment immutableSegment) {
+    Preconditions.checkArgument(!_primaryKeyColumns.isEmpty(), "the primary 
key columns cannot be empty");
+    Map<String, PinotSegmentColumnReader> columnToReaderMap = new HashMap<>();
+    for (String primaryKeyColumn : _primaryKeyColumns) {
+      columnToReaderMap.put(primaryKeyColumn, new 
PinotSegmentColumnReader(immutableSegment, primaryKeyColumn));
+    }
+    columnToReaderMap.put(_timeColumnName, new 
PinotSegmentColumnReader(immutableSegment, _timeColumnName));
+    int numTotalDocs = immutableSegment.getSegmentMetadata().getTotalDocs();
+
+    // upsert metadata of the current segment
+    Map<PrimaryKey, RecordLocation> primaryKeyIndex = new HashMap<>();

Review comment:
       What's the estimated memory usage for the extra data structure? if the 
primary key+RecordLocation is around 1K, this means we will use 10G heap for 
this data structure for 1M records. We might want to be careful about part of 
memory usage




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