FANNG1 commented on code in PR #9580:
URL: https://github.com/apache/gravitino/pull/9580#discussion_r2785697060


##########
spark-connector/spark-common/src/main/java/org/apache/gravitino/spark/connector/iceberg/GravitinoIcebergCatalog.java:
##########
@@ -109,12 +111,45 @@ protected SparkTransformConverter 
getSparkTransformConverter() {
 
   @Override
   public Identifier[] listFunctions(String[] namespace) throws 
NoSuchNamespaceException {
-    return ((SparkCatalog) sparkCatalog).listFunctions(namespace);
+    // Get functions from Iceberg catalog
+    Identifier[] icebergFunctions = ((SparkCatalog) 
sparkCatalog).listFunctions(namespace);
+
+    // Try to get Gravitino functions. If the namespace doesn't exist in 
Gravitino
+    // (e.g., Iceberg's "system" namespace), gracefully return empty array.
+    Identifier[] gravitinoFunctions;
+    if (namespace.length == 0) {
+      gravitinoFunctions = new Identifier[0];
+    } else {
+      try {
+        gravitinoFunctions = super.listFunctions(namespace);
+      } catch (NoSuchNamespaceException e) {
+        // Namespace exists in Iceberg but not in Gravitino, skip Gravitino 
functions
+        gravitinoFunctions = new Identifier[0];
+      }
+    }
+
+    // Combine and deduplicate functions, Gravitino functions take precedence
+    Map<String, Identifier> mergedFunctions = new LinkedHashMap<>();
+    for (Identifier id : gravitinoFunctions) {
+      mergedFunctions.put(id.name(), id);
+    }
+    for (Identifier id : icebergFunctions) {
+      mergedFunctions.putIfAbsent(id.name(), id);
+    }
+    return mergedFunctions.values().toArray(new Identifier[0]);
   }
 
   @Override
   public UnboundFunction loadFunction(Identifier ident) throws 
NoSuchFunctionException {
-    return ((SparkCatalog) sparkCatalog).loadFunction(ident);
+    try {
+      // When the namespace is empty, to maintain compatibility with Iceberg 
behavior, only Iceberg
+      // functions are returned.
+      return ident.namespace().length == 0 && 
ArrayUtils.isEmpty(sparkCatalog.defaultNamespace())

Review Comment:
   Could you use sparkCatalog.isFunctionNamespace() to check whether we should 
load the function from Gravitino or built-in?



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