jiajunwang commented on a change in pull request #632: Asynchronously 
calculating the Baseline
URL: https://github.com/apache/helix/pull/632#discussion_r360539401
 
 

 ##########
 File path: 
helix-core/src/main/java/org/apache/helix/controller/rebalancer/waged/WagedRebalancer.java
 ##########
 @@ -413,28 +435,57 @@ private void 
globalRebalance(ResourceControllerDataProvider clusterData,
             HelixRebalanceException.Type.INVALID_CLUSTER_STATUS, ex);
       }
 
-      calculateAndUpdateBaseline(clusterModel, algorithm);
+      final boolean waitForGlobalRebalance = !_asyncGlobalRebalance;
+      final String clusterName = clusterData.getClusterName();
+      // Calculate the Baseline assignment for global rebalance.
+      Future<Boolean> result = _baselineCalculateExecutor.submit(() -> {
+        try {
+          // Note that we should schedule a new partial rebalance if the 
following calculation does
+          // not wait until the new baseline is calculated.
+          // So set doSchedulePartialRebalance to be !waitForGlobalRebalance
+          calculateAndUpdateBaseline(clusterModel, algorithm, 
!waitForGlobalRebalance, clusterName);
+        } catch (HelixRebalanceException e) {
+          LOG.error("Failed to calculate baseline assignment!", e);
+          return false;
+        }
+        return true;
+      });
+      if (waitForGlobalRebalance) {
+        try {
+          if (!result.get()) {
+            throw new HelixRebalanceException("Failed to calculate for the new 
Baseline.",
+                HelixRebalanceException.Type.FAILED_TO_CALCULATE);
+          }
+        } catch (InterruptedException | ExecutionException e) {
 
 Review comment:
   It should die on an unknown exception. And the pipeline will handle as if we 
are using another rebalancer.

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