tarun11Mavani commented on code in PR #16344:
URL: https://github.com/apache/pinot/pull/16344#discussion_r2288492250


##########
pinot-segment-local/src/main/java/org/apache/pinot/segment/local/realtime/converter/stats/CompactedDictEncodedColumnStatistics.java:
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@@ -0,0 +1,161 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.pinot.segment.local.realtime.converter.stats;
+
+import java.lang.reflect.Array;
+import java.util.ArrayList;
+import java.util.Comparator;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+import org.apache.pinot.segment.spi.datasource.DataSource;
+import org.apache.pinot.segment.spi.index.mutable.MutableForwardIndex;
+import 
org.apache.pinot.segment.spi.index.mutable.ThreadSafeMutableRoaringBitmap;
+import org.apache.pinot.segment.spi.index.reader.Dictionary;
+import org.roaringbitmap.PeekableIntIterator;
+
+
+/**
+ * Column statistics for dictionary columns with dictionary-encoded forward 
indexes.
+ * Uses direct getDictId() calls for single-value columns and getDictIdMV() 
calls for multi-value columns
+ * to find which dictionary entries are used by valid documents.
+ *
+ * This is used when:
+ * - Column has a dictionary (dataSource.getDictionary() != null)
+ * - Forward index is dictionary-encoded (forwardIndex.isDictionaryEncoded() 
== true)
+ * - Commit-time compaction is enabled
+ */
+public class CompactedDictEncodedColumnStatistics extends 
MutableColumnStatistics {

Review Comment:
   @rohityadav1993  It's technically feasible but would introduce performance 
trade-offs. 
   
   We can modify gatherStats() to use the compacted reader instead of the 
regular one to make it work. But inside the gatherStats(), we iterate over each 
row and reprocess it. This means that we are rebuilding stats for each column 
by reading each row. 
   While in current implementation, I am reusing the stats collected in 
MutableColumnStatistics + direct dictionary access to build the stats for 
compacted segment columns. 



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