i3wangyi commented on a change in pull request #463: Implement 
MaxCapacityUsageInstanceConstraint soft constraint
URL: https://github.com/apache/helix/pull/463#discussion_r323978274
 
 

 ##########
 File path: 
helix-core/src/main/java/org/apache/helix/controller/rebalancer/waged/constraints/MaxCapacityUsageInstanceConstraint.java
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 @@ -0,0 +1,53 @@
+package org.apache.helix.controller.rebalancer.waged.constraints;
+
+/*
+ * 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.
+ */
+
+import org.apache.helix.controller.rebalancer.waged.model.AssignableNode;
+import org.apache.helix.controller.rebalancer.waged.model.AssignableReplica;
+import org.apache.helix.controller.rebalancer.waged.model.ClusterContext;
+
+/**
+ * The constraint evaluates the score by checking the max used capacity key 
out of all the capacity
+ * keys.
+ * The higher the maximum usage value for the capacity key, the lower the 
score will be, implying
+ * that it is that much less desirable to assign anything on the given node.
+ * It is a greedy approach since it evaluates only on the most used capacity 
key.
+ */
+class MaxCapacityUsageInstanceConstraint extends SoftConstraint {
+  private static final float MIN_SCORE = 0;
+  private static final float MAX_SCORE = 1;
+
+  MaxCapacityUsageInstanceConstraint() {
+    super(MAX_SCORE, MIN_SCORE);
+  }
+
+  @Override
+  protected float getAssignmentScore(AssignableNode node, AssignableReplica 
replica,
+      ClusterContext clusterContext) {
+    float maxCapacityUsage = node.getHighestCapacityUtilization();
+    return (1.0f - maxCapacityUsage) / 2;
 
 Review comment:
   It's simply the copy over from previous work. 

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