Jackie-Jiang commented on a change in pull request #5238: Evaluate schema 
transform expressions during ingestion
URL: https://github.com/apache/incubator-pinot/pull/5238#discussion_r407664797
 
 

 ##########
 File path: 
pinot-spi/src/main/java/org/apache/pinot/spi/data/function/evaluators/ExpressionEvaluatorFactory.java
 ##########
 @@ -0,0 +1,104 @@
+/**
+ * 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.data.function.evaluators;
+
+import org.apache.pinot.spi.data.FieldSpec;
+import org.apache.pinot.spi.data.TimeFieldSpec;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+
+/**
+ * Factory class to create an {@link ExpressionEvaluator} for the field spec 
based on the {@link FieldSpec#getTransformFunction()}
+ */
+public class ExpressionEvaluatorFactory {
+
+  private static final Logger LOGGER = 
LoggerFactory.getLogger(ExpressionEvaluatorFactory.class);
+
+  private ExpressionEvaluatorFactory() {
+
+  }
+
+  /**
+   * Creates the {@link ExpressionEvaluator} for the given field spec
+   *
+   * 1. If transform expression is defined, use it to create {@link 
ExpressionEvaluator}
+   * 2. For TIME column, {@link DefaultTimeSpecEvaluator} for backward 
compatible handling of time spec. This is needed until we migrate to {@link 
org.apache.pinot.spi.data.DateTimeFieldSpec}
+   * 3. For columns ending with __KEYS or __VALUES (used for interpreting Map 
column in Avro), create default functions for handing the Map
+   * 4. Return null, if none of the above
+   */
+  public static ExpressionEvaluator getExpressionEvaluator(FieldSpec 
fieldSpec) {
 
 Review comment:
   Annotate as nullable for the return value

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