mchades commented on code in PR #9580:
URL: https://github.com/apache/gravitino/pull/9580#discussion_r2780490568


##########
spark-connector/spark-common/src/main/java/org/apache/gravitino/spark/connector/iceberg/GravitinoIcebergCatalog.java:
##########
@@ -109,12 +110,33 @@ 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);
+
+    // When the namespace is empty, to maintain compatibility with Iceberg 
behavior, only Iceberg
+    // functions are returned.
+    Identifier[] gravitinoFunctions =
+        namespace.length == 0 ? new Identifier[0] : 
super.listFunctions(namespace);
+
+    // Combine and return both sets of functions
+    Identifier[] allFunctions = new Identifier[icebergFunctions.length + 
gravitinoFunctions.length];
+    System.arraycopy(icebergFunctions, 0, allFunctions, 0, 
icebergFunctions.length);
+    System.arraycopy(
+        gravitinoFunctions, 0, allFunctions, icebergFunctions.length, 
gravitinoFunctions.length);
+    return allFunctions;
   }
 
   @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())
+          ? ((SparkCatalog) sparkCatalog).loadFunction(ident)
+          : super.loadFunction(ident);

Review Comment:
   For most scenarios, `defaultNamespace()` is not empty, so the path of 
`super.loadFunction(ident)` is taken. This design is intentional. 



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