viirya commented on a change in pull request #32404:
URL: https://github.com/apache/spark/pull/32404#discussion_r624432958



##########
File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/objects/objects.scala
##########
@@ -325,11 +325,30 @@ case class Invoke(
 
   @transient lazy val method = targetObject.dataType match {
     case ObjectType(cls) =>
-      val m = cls.getMethods.find(_.getName == encodedFunctionName)
-      if (m.isEmpty) {
-        sys.error(s"Couldn't find $encodedFunctionName on $cls")
-      } else {
-        m
+      // Looking with function name + argument classes first.
+      try {
+        Some(cls.getMethod(encodedFunctionName, argClasses: _*))
+      } catch {
+        case _: NoSuchMethodException =>
+          // For some cases, e.g. arg class is Object, `getMethod` cannot find 
the method.
+          // We look at function name + argument length
+          val m = cls.getMethods.filter { m =>
+            m.getName == encodedFunctionName && m.getParameterCount == 
arguments.length
+          }
+          if (m.isEmpty) {
+            sys.error(s"Couldn't find $encodedFunctionName on $cls")
+          } else if (m.length > 1) {
+            // More than one matched method signature. Exclude synthetic one, 
e.g. generic one.
+            val realMethods = m.filter(!_.isSynthetic)

Review comment:
       I don't know if it is possible that there is only one method and it is 
also a synthetic one. If we filter synthetic ones at L336, we may miss it?




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