jiajunwang commented on a change in pull request #639: Refine the WAGED 
rebalancer to minimize the partial rebalance workload.
URL: https://github.com/apache/helix/pull/639#discussion_r355066059
 
 

 ##########
 File path: 
helix-core/src/main/java/org/apache/helix/controller/rebalancer/waged/model/ClusterModelProvider.java
 ##########
 @@ -75,9 +150,25 @@ public static ClusterModel 
generateClusterModel(ResourceControllerDataProvider d
     // Check if the replicas need to be reassigned.
     Map<String, Set<AssignableReplica>> allocatedReplicas =
         new HashMap<>(); // <instanceName, replica set>
-    Set<AssignableReplica> toBeAssignedReplicas =
-        findToBeAssignedReplicas(replicaMap, clusterChanges, activeInstances,
-            dataProvider.getLiveInstances().keySet(), bestPossibleAssignment, 
allocatedReplicas);
+    Set<AssignableReplica> toBeAssignedReplicas;
+    switch (scopeType) {
+      case GLOBAL_BASELINE:
+        toBeAssignedReplicas = 
findToBeAssignedReplicasByClusterChanges(replicaMap, activeInstances,
+            dataProvider.getLiveInstances().keySet(), clusterChanges, 
bestPossibleAssignment,
+            allocatedReplicas);
+        break;
+      case PARTIAL:
+        // Filter to remove the replicas that do not exist in the baseline 
given but exist in
+        // replicaMap. This is because such replicas are new additions that do 
not need to be
+        // rebalanced right away.
+        retainExistingReplicas(replicaMap, baselineAssignment);
+        toBeAssignedReplicas =
+            findToBeAssignedReplicasByComparingBaseline(replicaMap, 
activeInstances,
+                baselineAssignment, bestPossibleAssignment, allocatedReplicas);
+        break;
 
 Review comment:
   It is true, this is just for a complete code style and easier for us to 
maintain moving forward.

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