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_r352866188
 
 

 ##########
 File path: 
helix-core/src/main/java/org/apache/helix/controller/rebalancer/waged/WagedRebalancer.java
 ##########
 @@ -389,50 +376,81 @@ public void close() {
     return finalIdealStateMap;
   }
 
-  // TODO make the Baseline calculation async if complicated algorithm is used 
for the Baseline
-  private void refreshBaseline(ResourceControllerDataProvider clusterData,
-      Map<HelixConstants.ChangeType, Set<String>> clusterChanges, Map<String, 
Resource> resourceMap,
-      final CurrentStateOutput currentStateOutput)
+  private void globalRebalance(ResourceControllerDataProvider clusterData,
+      Map<String, Resource> resourceMap, final CurrentStateOutput 
currentStateOutput,
+      RebalanceAlgorithm algorithm)
       throws HelixRebalanceException {
+    _changeDetector.updateSnapshots(clusterData);
+    // Get all the changed items' information. Filter for the items that have 
content changed.
+    final Map<HelixConstants.ChangeType, Set<String>> clusterChanges =
+        _changeDetector.getChangeTypes().stream()
+            .collect(Collectors.toMap(changeType -> changeType, changeType -> {
+              Set<String> itemKeys = new HashSet<>();
+              itemKeys.addAll(_changeDetector.getAdditionsByType(changeType));
+              itemKeys.addAll(_changeDetector.getChangesByType(changeType));
+              itemKeys.addAll(_changeDetector.getRemovalsByType(changeType));
+              return itemKeys;
+            })).entrySet().stream().filter(changeEntry -> 
!changeEntry.getValue().isEmpty())
+            .collect(Collectors
+                .toMap(changeEntry -> changeEntry.getKey(), changeEntry -> 
changeEntry.getValue()));
+
     if (clusterChanges.keySet().stream()
         .anyMatch(GLOBAL_REBALANCE_REQUIRED_CHANGE_TYPES::contains)) {
-      LOG.info("Start calculating the new baseline.");
-      _globalBaselineCalcCounter.increment(1L);
-      _globalBaselineCalcLatency.startMeasuringLatency();
-
-      // For baseline calculation
+      // Build the cluster model for rebalance calculation.
+      // Note, for a baseline calculation,
 
 Review comment:
   I can change it but it might cause more confusion because the following 
logic is really calculating a new baseline. And the methods are all called 
something related to the baseline. So prefer to keep this description.

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