krishan1390 commented on code in PR #17304:
URL: https://github.com/apache/pinot/pull/17304#discussion_r2650590410


##########
pinot-spi/src/main/java/org/apache/pinot/spi/columntransformer/ColumnTransformer.java:
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@@ -0,0 +1,33 @@
+/**
+ * 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.spi.columntransformer;
+
+import javax.annotation.Nullable;
+
+
+public interface ColumnTransformer {
+
+  /// Returns `true` if the transformer is no-op (can be skipped), `false` 
otherwise.
+  boolean isNoOp();
+
+  /// Transforms a value based on some custom rules.
+  /// @param value The original value.
+  /// @return The transformed value.
+  Object transform(@Nullable Object value);

Review Comment:
   will raise followup PR for ComplexTypeTransformer, FilterTrasnformer, etc
   
   These aren't traditional transformers so require a different interface for 
column based building. 



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