Jackie-Jiang commented on code in PR #18165:
URL: https://github.com/apache/pinot/pull/18165#discussion_r3083281784


##########
pinot-spi/src/main/java/org/apache/pinot/spi/utils/ScalarFunctionUtils.java:
##########
@@ -0,0 +1,63 @@
+/**
+ * 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.utils;
+
+import java.lang.reflect.Method;
+import java.util.LinkedHashSet;
+import java.util.List;
+import java.util.Locale;
+import java.util.Set;
+import org.apache.commons.lang3.StringUtils;
+import org.apache.pinot.spi.annotations.ScalarFunction;
+
+
+/**
+ * Helper methods for discovering and registering scalar functions.
+ */
+public final class ScalarFunctionUtils {
+  public static final String SCALAR_FUNCTION_PACKAGE_REGEX = 
".*\\.function\\..*";
+
+  private ScalarFunctionUtils() {
+  }
+
+  public static Set<Class<?>> getScalarFunctionClasses() {
+    return 
PinotReflectionUtils.getClassesThroughReflection(SCALAR_FUNCTION_PACKAGE_REGEX, 
ScalarFunction.class);
+  }
+
+  public static Set<Method> getScalarFunctionMethods() {
+    return 
PinotReflectionUtils.getMethodsThroughReflection(SCALAR_FUNCTION_PACKAGE_REGEX, 
ScalarFunction.class);
+  }
+
+  public static List<String> getScalarFunctionNames(ScalarFunction 
scalarFunction, String defaultName) {
+    String[] names = scalarFunction.names();
+    if (names.length == 0) {
+      return List.of(canonicalize(defaultName));
+    }
+
+    Set<String> canonicalNames = new LinkedHashSet<>();
+    for (String name : names) {
+      canonicalNames.add(canonicalize(name));
+    }
+    return List.copyOf(canonicalNames);
+  }
+
+  public static String canonicalize(String name) {

Review Comment:
   This canonicalize applies to all functions, not only scalar functions. Or 
maybe add a separate `FunctionNameUtils`



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