rohityadav1993 commented on code in PR #16727:
URL: https://github.com/apache/pinot/pull/16727#discussion_r2431419671


##########
pinot-segment-local/src/main/java/org/apache/pinot/segment/local/segment/readers/PinotSegmentColumnReaderFactory.java:
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@@ -0,0 +1,154 @@
+/**
+ * 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.segment.readers;
+
+import java.io.IOException;
+import java.util.HashMap;
+import java.util.Map;
+import java.util.Set;
+import org.apache.pinot.segment.spi.IndexSegment;
+import org.apache.pinot.spi.data.FieldSpec;
+import org.apache.pinot.spi.data.Schema;
+import org.apache.pinot.spi.data.readers.ColumnReader;
+import org.apache.pinot.spi.data.readers.ColumnReaderFactory;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+
+/**
+ * ColumnReaderFactory implementation for immutable Pinot segments.
+ *
+ * <p>This factory creates ColumnReader instances for reading data from Pinot 
segments
+ * in a columnar fashion. It handles:
+ * <ul>
+ *   <li>Creating readers for existing columns in the segment</li>
+ *   <li>Creating default value readers for new columns</li>
+ *   <li>Resource management for all created readers</li>
+ * </ul>
+ */
+public class PinotSegmentColumnReaderFactory implements ColumnReaderFactory {

Review Comment:
   init is taking schema as it is trying to standardise how factory should be 
initialised. One is free to use any constructor signature needed. e.g. if data 
source is segment, the constructor is 
`PinotSegmentColumnReaderFactory(IndexSegment indexSegment)` and in case it was 
parquet, it can be `ParquetColumnReaderFactory(File parquetFile)`
   
   renaming `getAllColumnReaders()` to `createAllColumnReaders()` 



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