roryqi commented on code in PR #12234:
URL: https://github.com/apache/gravitino/pull/12234#discussion_r3690272140


##########
core/src/main/java/org/apache/gravitino/SupportsRelationOperations.java:
##########
@@ -220,4 +283,55 @@ default <E extends Entity & HasIdentifier> List<E> 
updateEntityRelations(
     throw new UnsupportedOperationException(
         "updateEntityRelations is not supported by this implementation");
   }
+
+  /**
+   * Updates the relations for a source entity by adding and removing target 
endpoints that can
+   * carry optional relation values on the relation edges.
+   *
+   * @param <E> The type of the entity returned in the list, which represents 
the final state of
+   *     related entities.
+   * @param relType The type of relation to update.
+   * @param srcEntityIdent The identifier of the source entity whose relations 
are being updated.
+   * @param srcEntityType The source entity type.
+   * @param destEntitiesToAdd Target endpoints to associate with the source 
entity.
+   * @param destEntitiesToRemove Target endpoints to disassociate from the 
source entity.
+   * @return A list of entities that are related to the given entity after the 
update.
+   * @throws IOException If a storage-related error occurs.
+   * @throws NoSuchEntityException If any of the specified entities does not 
exist.
+   * @throws EntityAlreadyExistsException If a relation to be added already 
exists.
+   */
+  default <E extends Entity & HasIdentifier> List<E> updateEntityRelations(
+      Type relType,
+      NameIdentifier srcEntityIdent,
+      Entity.EntityType srcEntityType,
+      RelationTarget[] destEntitiesToAdd,
+      RelationTarget[] destEntitiesToRemove)
+      throws IOException, NoSuchEntityException, EntityAlreadyExistsException {
+    if (hasRelationValues(destEntitiesToAdd) || 
hasRelationValues(destEntitiesToRemove)) {
+      throw new UnsupportedOperationException(
+          "updateEntityRelations with relation values is not supported by this 
implementation");
+    }
+
+    return updateEntityRelations(

Review Comment:
   Fixed in `3a301a664`. `RelationalEntityStore` now converts legacy 
`NameIdentifier[]` updates into `RelationUpdate` with the derived target type, 
validates `RelationEdgeTarget.entityType()` before the backend write, and 
invalidates target caches using that same derived type. Added regression 
coverage for mismatched target type before backend interaction.



##########
core/src/main/java/org/apache/gravitino/RelationTarget.java:
##########
@@ -0,0 +1,77 @@
+/*
+ * 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.gravitino;
+
+import com.google.common.base.Preconditions;
+import java.util.Optional;
+import javax.annotation.Nullable;
+
+/**
+ * Represents a target entity in a relation update, with optional metadata 
carried by the relation
+ * row.
+ */
+public final class RelationTarget {

Review Comment:
   Fixed in `3a301a664`. I replaced the value-specific list overload and the 
parallel target-array update overload with object-based APIs: `RelationQuery` 
for reads and `RelationUpdate`/`RelationEdgeTarget` for writes. The existing 
primitive overloads are kept as compatibility adapters, and future edge 
metadata can now evolve inside those objects instead of adding more overloads.



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