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_r352899469
 
 

 ##########
 File path: 
helix-core/src/main/java/org/apache/helix/controller/rebalancer/waged/model/ClusterModelProvider.java
 ##########
 @@ -93,42 +187,126 @@ public static ClusterModel 
generateClusterModel(ResourceControllerDataProvider d
     return new ClusterModel(context, toBeAssignedReplicas, assignableNodes);
   }
 
+  // Filter the replicas map so only the replicas that have been allocated in 
the existing
+  // assignmentMap remain in the map.
+  private static void removeUnknownReplicas(Map<String, 
Set<AssignableReplica>> replicaMap,
+      Map<String, ResourceAssignment> assignmentMap) {
+    replicaMap.entrySet().parallelStream().forEach(replicaSetEntry -> {
+      // <partition, <state, instances set>>
+      Map<String, Map<String, Set<String>>> stateInstanceMap =
+          getStateInstanceMap(assignmentMap.get(replicaSetEntry.getKey()));
+      // Iterate the replicas of the resource to find the ones that require 
reallocating.
+      Iterator<AssignableReplica> replicaIter = 
replicaSetEntry.getValue().iterator();
+      while (replicaIter.hasNext()) {
+        AssignableReplica replica = replicaIter.next();
+        Set<String> validInstances =
+            stateInstanceMap.getOrDefault(replica.getPartitionName(), 
Collections.emptyMap())
+                .getOrDefault(replica.getReplicaState(), 
Collections.emptySet());
+        if (validInstances.isEmpty()) {
+          // Removing by comparing with the baseline assignment.
+          replicaIter.remove();
+        } else {
+          // Cleanup the state map record, so the selected instance won't be 
picked up again for
+          // the other replica checkup.
+          validInstances.remove(validInstances.iterator().next());
+        }
+      }
+    });
+  }
+
   /**
-   * Generate a cluster model based on the current state output and data cache.
-   * @param dataProvider           The controller's data cache.
-   * @param resourceMap            The full list of the resources to be 
rebalanced. Note that any
-   *                               resources that are not in this list will be 
removed from the
-   *                               final assignment.
-   * @param currentStateAssignment The resource assignment built from current 
state output.
-   * @return A cluster model based on the current state and data cache.
+   * Find the minimum set of replicas that need to be reassigned by comparing 
with the Baseline
+   * assignment.
+   * A replica needs to be reassigned if one of the following conditions is 
true:
+   * 1. The assignments in the Baseline and the Best possible assignment are 
different. And the
+   * assignment in the Baseline is valid. So it is worthwhile to move it.
+   * 2. The assignments is not in the Baseline or the Best possible assignment.
+   * Otherwise, the rebalancer just keeps the current Best possible assignment 
allocation.
+   *
+   * @param replicaMap             A map contains all the replicas grouped by 
resource name.
+   * @param activeInstances        All the instances that are live and enabled 
according to the delay rebalance configuration.
+   * @param baselineAssignment     The baseline assignment.
+   * @param bestPossibleAssignment The current best possible assignment.
 
 Review comment:
   Good catch. But I prefer to change it the reverse way for 
findToBeAssignedReplicasByClusterChanges. That method is not only used to 
calculated based on the best possible assignment. So keep the description and 
param names in this method generic.

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