rohityadav1993 commented on code in PR #16344:
URL: https://github.com/apache/pinot/pull/16344#discussion_r2287851695


##########
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:
   There is a class which may be useful with minor tweaks(pass validDocIds) to 
collect stats: SegmentPreIndexStatsCollectorImpl. This is used by 
RecordReaderSegmentCreationDataSource.gatherStats()
   
   @tarun11Mavani, can you check if this can be reused. The current approach is 
fine as it isolates all the changes in one place unless the above suggested 
doesn't require major/complex code changes



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